draft
bool
1 class
date
stringlengths
19
20
title
stringlengths
9
214
tag
sequence
category
sequence
body
stringlengths
575
57.5k
description
stringlengths
40
192
image
stringlengths
28
59
embeddings_base_en
sequence
embeddings_small_en
sequence
embeddings_mini_lm
sequence
slug
stringlengths
8
191
url
stringlengths
49
232
false
2008-08-08 22:16:02
Ruby: Parameterising with ActiveResource
[ "ruby", "rails", "rest", "activeresource" ]
[ "Ruby" ]
We've been using Ruby/Rails on my current project to create a http://ryandaigle.com/articles/2006/06/30/whats-new-in-edge-rails-activeresource-is-here#REST[RESTful] web service. One of the problems we wanted to solve was making the data queried by this web service configurable from our build. We started off with the following bit of code (which makes use of the recently added http://www.noobkit.com/show/ruby/rails/rails-edge/activeresource-edge/activeresource/base.html[ActiveResource] class):+++<table class="CodeRay" border="0">++++++<tbody>++++++<tr>++++++<td class="line_numbers" title="click to toggle" onclick="with (this.firstChild.style) { display = (display == '') ? 'none' : '' }">++++++<pre>+++1+++<tt>++++++</tt>+++2+++<tt>++++++</tt>+++3+++<tt>++++++</tt>+++~~~ </td> +++<td class="code">++++++<pre ondblclick="with (this.style) { overflow = (overflow == 'auto' || overflow == '') ? 'visible' : 'auto' }">+++[.r]#class# [.cl]#MyClass# < [.co]#ActiveResource#::[.co]#Base#+++<tt>++++++</tt>+++ [.pc]#self#.site = [.s]#[.dl]#"#[.k]#http://localhost:3000/#[.dl]#"##+++<tt>++++++</tt>+++[.r]#end#~~~ </td> </tr> </tbody></table> And then called this class as follows: +++<table class="CodeRay" border="0">++++++<tbody>++++++<tr>++++++<td class="line_numbers" title="click to toggle" onclick="with (this.firstChild.style) { display = (display == '') ? 'none' : '' }">++++++<pre>+++1+++<tt>++++++</tt>+++~~~ </td> +++<td class="code">++++++<pre ondblclick="with (this.style) { overflow = (overflow == 'auto' || overflow == '') ? 'visible' : 'auto' }">+++[.co]#MyClass#.create([.sy]#:param# \=> [.s]#[.dl]#"#[.k]#param-value#[.dl]#"##)+++<tt>++++++</tt>+++~~~ </td> </tr> </tbody></table> This worked fine for us until we wanted to parameterise the 'site' value so that we could set it to different values depending which build we were running (dev/ci/qa). We tried all the obvious ways - overriding the constructor and passing in the site, trying to set the site by calling MyClass.site but none of them did what we wanted. We eventually ended up creating a new method to create an instance of the class with our configurable site: +++<table class="CodeRay" border="0">++++++<tbody>++++++<tr>++++++<td class="line_numbers" title="click to toggle" onclick="with (this.firstChild.style) { display = (display == '') ? 'none' : '' }">++++++<pre>+++1+++<tt>++++++</tt>+++2+++<tt>++++++</tt>+++3+++<tt>++++++</tt>+++4+++<tt>++++++</tt>+++5+++<tt>++++++</tt>+++6+++<tt>++++++</tt>+++7+++<tt>++++++</tt>+++8+++<tt>++++++</tt>+++~~~ </td> +++<td class="code">++++++<pre ondblclick="with (this.style) { overflow = (overflow == 'auto' || overflow == '') ? 'visible' : 'auto' }">+++[.r]#class# [.cl]#MyClass# < [.co]#ActiveResource#::[.co]#Base#+++<tt>++++++</tt>++++++<tt>++++++</tt>+++[.r]#def# [.fu]#instance#(site, args)+++<tt>++++++</tt>+++ [.pc]#self#.site = site+++<tt>++++++</tt>+++ new(args) [.r]#unless# args.nil?+++<tt>++++++</tt>+++[.r]#end#+++<tt>++++++</tt>++++++<tt>++++++</tt>+++[.r]#end#+++<tt>++++++</tt>+++~~~ </td> </tr> </tbody></table> We then call the code like this: +++<table class="CodeRay" border="0">++++++<tbody>++++++<tr>++++++<td class="line_numbers" title="click to toggle" onclick="with (this.firstChild.style) { display = (display == '') ? 'none' : '' }">++++++<pre>+++1+++<tt>++++++</tt>+++2+++<tt>++++++</tt>+++~~~ </td> +++<td class="code">++++++<pre ondblclick="with (this.style) { overflow = (overflow == 'auto' || overflow == '') ? 'visible' : 'auto' }">+++my_class = [.co]#MyClass#.instance([.s]#[.dl]#"#[.k]#http://localhost:3000#[.dl]#"##, [.sy]#:param# \=> [.s]#[.dl]#"#[.k]#param-value#[.dl]#"##)+++<tt>++++++</tt>+++my_class.save~~~ </td> </tr> </tbody></table> It seems like a bit of a hack but it got it working! Out of interest it has taken me ages to try and find a way to put the Ruby code on here in a readable format. I tried to use the TextMate exporter but that wasn't giving me any love. I eventually ended up using +++<a href="http://spotlight.heroku.com/">+++Spotlight+++</a>+++, a neat little tool written by Tyler Jennings. I found it from Jake Scruggs +++<a href="http://jakescruggs.blogspot.com/2008/05/syntax-highlighting-for-ruby-made-very.html">+++blog post+++</a>+++.+++</pre>++++++</td>++++++</pre>++++++</td>++++++</tr>++++++</tbody>++++++</table>++++++</pre>++++++</td>++++++</pre>++++++</td>++++++</tr>++++++</tbody>++++++</table>++++++</pre>++++++</td>++++++</pre>++++++</td>++++++</tr>++++++</tbody>++++++</table>++++++</pre>++++++</td>++++++</pre>++++++</td>++++++</tr>++++++</tbody>++++++</table>+++
null
null
[ 0.017330491915345192, 0.0021767981816083193, -0.0026704531628638506, 0.047482918947935104, 0.07877827435731888, -0.007291379850357771, 0.04842507466673851, 0.02820419706404209, 0.014124823734164238, -0.02949262596666813, -0.05702030658721924, -0.009558127261698246, -0.08385739475488663, 0.01921636424958706, -0.005169788841158152, 0.07015862315893173, 0.0503438338637352, 0.008138000965118408, 0.038648899644613266, -0.008608617819845676, 0.03810509294271469, 0.08277805149555206, 0.005759873427450657, 0.02856823056936264, 0.02282399870455265, -0.0045115104876458645, 0.009020895697176456, 0.003983375150710344, -0.0826573371887207, -0.007958715781569481, 0.03836680203676224, 0.013661549426615238, -0.004279328044503927, 0.008514686487615108, 0.025916732847690582, -0.01508350856602192, -0.02332487143576145, 0.008487815968692303, -0.0041148061864078045, 0.008577561937272549, -0.06550902873277664, 0.04624271020293236, 0.00011512353376019746, 0.009065907448530197, -0.015977762639522552, 0.009374648332595825, -0.03709280490875244, 0.029632434248924255, 0.000866161659359932, -0.008805042132735252, -0.06288180500268936, 0.034639596939086914, -0.035447120666503906, -0.0214400477707386, -0.008624576032161713, 0.021397991105914116, 0.008002995513379574, -0.06410052627325058, 0.03193244710564613, -0.047949835658073425, 0.028012823313474655, 0.01649448648095131, 0.025827428326010704, 0.008849803358316422, 0.02001543901860714, -0.012998271733522415, -0.017906134948134422, 0.05550575628876686, -0.01610543392598629, -0.02621377259492874, 0.008564586751163006, -0.0030292507726699114, -0.010485152713954449, -0.008136830292642117, 0.04521065205335617, -0.02965112030506134, -0.0063110897317528725, 0.06543410569429398, -0.005394222680479288, 0.06281287223100662, -0.016389789059758186, 0.03113982081413269, 0.015908272936940193, 0.03344940021634102, 0.0037056829314678907, -0.060808923095464706, -0.022458605468273163, 0.006633646320551634, -0.02752815932035446, 0.0826636254787445, 0.020769620314240456, -0.0523693822324276, 0.053437311202287674, 0.030838243663311005, 0.009136972948908806, 0.024953249841928482, -0.0036316837649792433, 0.0038657106924802065, 0.0014505346771329641, 0.008751309476792812, -0.0313241071999073, 0.0019492829451337457, 0.016151946038007736, 0.003331986954435706, -0.08026700466871262, -0.0066953361965715885, -0.038941629230976105, -0.00876642670482397, -0.008520829491317272, 0.0010746484622359276, -0.022552166134119034, -0.002101106336340308, -0.04723105579614639, -0.014268210157752037, -0.0671364963054657, 0.07598746567964554, -0.0008210872765630484, -0.03251293674111366, 0.0021460324060171843, 0.015271061100065708, 0.03046022541821003, 0.012771072797477245, -0.026090163737535477, 0.08221952617168427, 0.022575782611966133, 0.02027193456888199, -0.017739178612828255, 0.05127353593707085, -0.02988317608833313, -0.05373850092291832, -0.0025343243032693863, 0.07200973480939865, -0.011059100739657879, 0.01709466241300106, -0.008617999963462353, 0.01962815411388874, 0.01907394826412201, -0.007265562191605568, 0.057478077709674835, 0.030368398874998093, -0.025122815743088722, -0.05038571357727051, 0.007161274086683989, 0.0038368012756109238, 0.024555664509534836, -0.00004468215411179699, 0.028162265196442604, -0.021866289898753166, -0.030538363382220268, 0.021982982754707336, 0.012421419844031334, 0.012884563766419888, 0.03310106322169304, -0.03416680172085762, 0.016933327540755272, 0.1009330078959465, 0.03324970602989197, -0.009847044013440609, -0.007101100869476795, 0.009030373767018318, 0.0227369274944067, 0.03942263126373291, 0.013266977854073048, 0.04453393071889877, 0.018799975514411926, -0.0036309435963630676, -0.016782110556960106, 0.03105784021317959, 0.019390998408198357, 0.0031976220197975636, -0.07523807883262634, -0.04879140108823776, 0.07800539582967758, -0.050598639994859695, -0.008360176347196102, 0.048658691346645355, 0.08828604221343994, 0.032069846987724304, 0.0417378805577755, -0.011784888803958893, -0.08101753145456314, 0.007492285221815109, 0.013658641837537289, 0.007351941429078579, 0.017829736694693565, -0.03683575242757797, 0.07559411972761154, 0.01980782300233841, 0.01806970313191414, 0.024067062884569168, -0.08736903965473175, -0.08196423202753067, -0.026910938322544098, -0.02614276483654976, 0.07785579562187195, -0.029483485966920853, -0.0224329624325037, 0.042878080159425735, 0.016015438362956047, 0.034539151936769485, 0.02781117707490921, 0.015438822098076344, 0.02447948046028614, -0.05001932010054588, -0.039881590753793716, 0.03744161128997803, 0.03876972571015358, -0.026713920757174492, -0.06192954629659653, 0.011720774695277214, -0.004203041549772024, -0.027077432721853256, 0.017269345000386238, -0.006323057226836681, 0.04593673348426819, 0.005485068075358868, 0.04586438089609146, -0.03380553051829338, 0.04527047649025917, -0.058627620339393616, 0.034457627683877945, 0.005477883853018284, -0.03121449053287506, -0.023182887583971024, -0.009195183403789997, 0.1136128231883049, 0.05312756821513176, 0.008422404527664185, -0.03144242614507675, 0.0006130831316113472, -0.008818459697067738, -0.04663395509123802, 0.00381657388061285, -0.021094078198075294, 0.02113882452249527, -0.011853482574224472, -0.040060728788375854, -0.03092879056930542, 0.01189179066568613, -0.045999784022569656, -0.004740463104099035, 0.07608208805322647, -0.01449261512607336, 0.03873658925294876, 0.014425295405089855, -0.03687172383069992, 0.02018895000219345, -0.03473736345767975, -0.04574936628341675, 0.022276058793067932, 0.02671138010919094, -0.013734211213886738, 0.04036575183272362, -0.027772435918450356, -0.0042789652943611145, -0.019417474046349525, -0.019884655252099037, 0.0033944679889827967, 0.01810251548886299, 0.06620196998119354, -0.003684066468849778, 0.058142054826021194, -0.02161371521651745, 0.016506638377904892, -0.006915672682225704, -0.05424082651734352, -0.027319790795445442, -0.027333158999681473, 0.018469251692295074, 0.02548420988023281, -0.00203553494066, 0.02771550975739956, 0.02882874757051468, 0.01091592013835907, -0.003849945729598403, -0.008014225400984287, 0.03469473123550415, 0.00044875143794342875, -0.013698237016797066, -0.020382817834615707, -0.02878601849079132, 0.031072545796632767, -0.04210103303194046, -0.032411232590675354, -0.0020859362557530403, -0.08288278430700302, 0.061709534376859665, -0.08653584122657776, -0.04918081685900688, -0.01743432506918907, 0.00702535267919302, 0.03909282758831978, -0.0084073506295681, 0.007149574346840382, 0.08730293810367584, 0.01781337521970272, 0.01919301599264145, 0.022432919591665268, 0.010832196101546288, 0.05448048189282417, 0.00011290737893432379, 0.024707866832613945, 0.04702739790081978, -0.006081185303628445, -0.006845608353614807, -0.049677956849336624, 0.01940729096531868, -0.031084690243005753, -0.27212953567504883, 0.0199345201253891, -0.028089012950658798, -0.05228416249155998, 0.02748602069914341, -0.009133008308708668, 0.00915439147502184, -0.03805543854832649, 0.0004076364857610315, -0.007662398740649223, -0.03402428701519966, -0.041998572647571564, 0.0011834149481728673, 0.016428407281637192, 0.006907093338668346, 0.019860370084643364, 0.036838579922914505, -0.035400815308094025, 0.018157565966248512, 0.006930671166628599, -0.006904826499521732, -0.07438000291585922, 0.015281922183930874, 0.04734087362885475, 0.03678428754210472, 0.04786328598856926, -0.06998343765735626, 0.05350930243730545, -0.023693257942795753, -0.018401343375444412, 0.044769901782274246, -0.0223274827003479, -0.02292056940495968, -0.012799389660358429, -0.03188182786107063, -0.01775471493601799, 0.041166774928569794, 0.011346068233251572, 0.03281994163990021, 0.008876417763531208, -0.008300811052322388, -0.015836361795663834, -0.004691843409091234, -0.004730412736535072, 0.08023857325315475, -0.01821071282029152, -0.06157500669360161, -0.003359970636665821, -0.025169366970658302, 0.07812388241291046, -0.00773363932967186, -0.03794021159410477, 0.031749412417411804, 0.03032059036195278, 0.0008979230187833309, -0.028193015605211258, 0.007506603840738535, 0.00444440171122551, -0.03349168226122856, -0.0312986858189106, 0.009409543126821518, -0.04319697245955467, -0.014785866253077984, -0.04438948258757591, 0.016760801896452904, -0.0631060004234314, -0.03370490297675133, -0.01630682311952114, 0.07778767496347427, 0.050869327038526535, -0.03099791333079338, 0.0216213446110487, 0.0011622384190559387, -0.10773058980703354, 0.007244248874485493, -0.014386276714503765, -0.02835579589009285, -0.024529678747057915, -0.0004230764461681247, 0.025156956166028976, -0.02208767458796501, -0.03212801739573479, 0.024972379207611084, 0.03726440295577049, 0.00458612060174346, -0.0006133632268756628, 0.02697153575718403, -0.00011974887456744909, -0.017015628516674042, 0.009447697550058365, 0.07674925029277802, -0.047311410307884216, -0.057960137724876404, -0.02411595731973648, 0.015124823898077011, 0.0376834012567997, 0.01921021193265915, -0.00622332189232111, 0.023073671385645866, 0.03541109338402748, 0.01654089242219925, -0.044561393558979034, 0.021590985357761383, -0.011877384968101978, -0.02137221209704876, 0.013159951195120811, -0.07249661535024643, 0.016813594847917557, 0.027679694816470146, 0.023626340553164482, -0.021066885441541672, -0.06203767657279968, -0.019290640950202942, -0.057852789759635925, -0.036100346595048904, -0.004543449264019728, 0.011917985044419765, 0.004058582242578268, -0.008361098356544971, 0.008011966943740845, -0.0739455446600914, -0.013219272717833519, 0.021011998876929283, 0.008148688822984695, -0.055498428642749786, -0.03046947903931141, -0.00833087507635355, -0.001573459361679852, 0.021702755242586136, 0.016788579523563385, 0.008185600861907005, 0.011601136066019535, -0.005449764896184206, -0.0469290167093277, 0.03502703830599785, -0.0003204776730854064, -0.03517083823680878, -0.0224580280482769, 0.019320210441946983, 0.014167381450533867, -0.02035958506166935, 0.004976821597665548, 0.013096565380692482, 0.01754280924797058, 0.0605805441737175, 0.026023028418421745, 0.01954907365143299, 0.01935274340212345, 0.024289386346936226, -0.002303072949871421, -0.04257107526063919, -0.059825457632541656, 0.02531871385872364, -0.05535132437944412, 0.0009173830039799213, -0.03929572179913521, 0.04598653316497803, -0.023981973528862, -0.048169057816267014, 0.0019104202510789037, -0.009544850327074528, -0.06269775331020355, -0.03573838621377945, -0.0004170602187514305, 0.016580766066908836, 0.06468462944030762, -0.007005919236689806, 0.0031234188936650753, -0.012638280168175697, -0.016521595418453217, 0.0014421544037759304, 0.011117618530988693, -0.014887089841067791, 0.016089677810668945, 0.012172157876193523, -0.00899490062147379, -0.011447054333984852, -0.0015661880606785417, 0.05300851911306381, 0.01405924279242754, 0.0075703999027609825, -0.0052980780601501465, 0.03226134926080704, 0.03513845428824425, 0.029174283146858215, 0.02431083656847477, -0.03933504596352577, 0.024510007351636887, 0.0220171008259058, -0.016045447438955307, -0.019919538870453835, -0.007383210584521294, 0.004006991628557444, -0.002062886720523238, -0.025337107479572296, -0.08882588148117065, 0.04742710292339325, -0.0037003490142524242, 0.004880873486399651, -0.017058607190847397, 0.012188440188765526, 0.009511415846645832, -0.022301968187093735, 0.03150932490825653, 0.06168297305703163, -0.04978158697485924, 0.0014808094128966331, -0.004299295134842396, -0.00897536613047123, 0.014651422388851643, 0.009308085776865482, -0.052880607545375824, -0.008185964077711105, -0.002880253130570054, 0.011424830183386803, -0.03604589030146599, -0.04726723954081535, -0.0012712442548945546, -0.009770354256033897, -0.026631351560354233, 0.014386835508048534, -0.00785051565617323, 0.022960685193538666, -0.029606105759739876, -0.057868391275405884, 0.004007286392152309, -0.017559625208377838, -0.009661338292062283, -0.012415689416229725, -0.021958792582154274, 0.028966346755623817, -0.019059957936406136, 0.024793468415737152, 0.010985915549099445, -0.0012666453840211034, -0.01127261109650135, -0.04152977466583252, -0.008093961514532566, 0.016504855826497078, 0.037845078855752945, 0.011360607109963894, 0.0021827570162713528, -0.04690494388341904, -0.023758701980113983, -0.039055850356817245, 0.0003341346455272287, -0.023866845294833183, -0.0013168553123250604, 0.009654631838202477, 0.02600925974547863, -0.010036507621407509, 0.02237975411117077, -0.006556087639182806, -0.021438298746943474, 0.0361039899289608, -0.08528196066617966, -0.026008449494838715, -0.01428324542939663, -0.07812792807817459, 0.03081507422029972, 0.007160647306591272, 0.022930189967155457, -0.02744627557694912, 0.053818751126527786, 0.03432429954409599, 0.01066215243190527, 0.031053736805915833, -0.023187868297100067, 0.029933229088783264, -0.050691816955804825, 0.01044858992099762, -0.09583031386137009, 0.009432252496480942, 0.02800099551677704, 0.00066101283300668, -0.01386184711009264, -0.021693596616387367, -0.05189221724867821, 0.0383077934384346, -0.0456295870244503, -0.05429212376475334, 0.03349759429693222, 0.02391613833606243, -0.030440373346209526, 0.0162874236702919, -0.06526154279708862, 0.03604410961270332, 0.04023530334234238, -0.04527163505554199, -0.021301163360476494, -0.02535468526184559, 0.03726937249302864, -0.024320807307958603, 0.02772444486618042, -0.061681125313043594, -0.023950131610035896, 0.07273460924625397, 0.014531582593917847, -0.00032245158217847347, 0.03467452526092529, -0.012700250372290611, 0.059113286435604095, 0.0071042622439563274, 0.02243170328438282, 0.015077432617545128, 0.027799509465694427, 0.0008540523704141378, -0.040365252643823624, 0.030438287183642387, -0.005203348118811846, -0.012919297441840172, -0.03285708278417587, 0.09442166984081268, 0.037654608488082886, -0.027096807956695557, -0.039933983236551285, 0.018948089331388474, -0.0476737916469574, -0.021873680874705315, -0.03169725462794304, 0.010406585410237312, -0.028285956010222435, 0.060479793697595596, -0.012763488106429577, -0.024509161710739136, 0.07121987640857697, 0.03045411966741085, -0.009401925839483738, -0.022224055603146553, 0.08637357503175735, 0.07935943454504013, 0.06017144024372101, -0.004789101425558329, 0.0640152096748352, -0.017055485397577286, -0.06572490930557251, 0.026090173050761223, -0.013854949735105038, -0.005279017146676779, -0.014071098528802395, -0.003926723729819059, 0.06378668546676636, -0.019169026985764503, 0.06686758995056152, -0.03144615516066551, 0.005656040273606777, 0.006485058926045895, 0.0024993533734232187, 0.008518294431269169, 0.05266875773668289, 0.02482861466705799, 0.023695774376392365, -0.0175587497651577, -0.03587496280670166, 0.011230850592255592, -0.02817237563431263, -0.027755772694945335, 0.007492497097700834, 0.012303762137889862, -0.006869949400424957, -0.036683667451143265, 0.01979535073041916, 0.08802632242441177, -0.036663468927145004, -0.007928780280053616, -0.018735449761152267, 0.03293547406792641, -0.024761948734521866, 0.006491484120488167, -0.032426804304122925, -0.0317486934363842, -0.022304801270365715, -0.03447536751627922, -0.01786847785115242, -0.03959060460329056, -0.02105061709880829, 0.03912850096821785, -0.02910558693110943, 0.01209254376590252, 0.06182318553328514, 0.012656010687351227, -0.02729836478829384, -0.04668913409113884, -0.08424380421638489, -0.025000710040330887, -0.06012147292494774, 0.008998283185064793, 0.02415699139237404, -0.008247517049312592, -0.06279711425304413, -0.03603659197688103, -0.011297835037112236, -0.0050613307394087315, 0.020848853513598442, -0.05117911100387573, -0.05327790230512619, 0.009122133255004883, 0.00883000623434782, 0.051916081458330154, 0.028072716668248177, 0.06640699505805969, 0.01152383629232645, 0.0059950510039925575, -0.027452606707811356, 0.004714717622846365, 0.0385015606880188, 0.007880802266299725, 0.02255133166909218, -0.06786233186721802, 0.023928185924887657, 0.008889477699995041, -0.0055542923510074615, -0.05991259589791298, 0.00482328562065959, 0.017409797757864, -0.019476518034934998, 0.06258717179298401, -0.02420346438884735, 0.021834461018443108, -0.03076041117310524, -0.0077495276927948, -0.01359518151730299, 0.02091839350759983, 0.01148205529898405, -0.024643266573548317, 0.07408775389194489, 0.045851919800043106, -0.012072841636836529, -0.020900920033454895, 0.002849248005077243, -0.013216187246143818, -0.03589549660682678, -0.03549501672387123, -0.016010824590921402, -0.03981832414865494, -0.10305707156658173, -0.03353051096200943, 0.006657922174781561, -0.00716941524296999, -0.049247708171606064, 0.005904066376388073, 0.04141100496053696, -0.043803680688142776, 0.034029990434646606, -0.05463382974267006, 0.027739712968468666, -0.04382028803229332, -0.03941194713115692, -0.0005822897655889392, 0.0025822920724749565, 0.028591707348823547, -0.018077395856380463, 0.006378793157637119, -0.008251297287642956, 0.021093962714076042, -0.021910155192017555, 0.03048005886375904, 0.02383943274617195, 0.011826536618173122, 0.0014494734350591898 ]
[ -0.059900663793087006, -0.025071993470191956, -0.037382762879133224, -0.006872822530567646, 0.03446551039814949, -0.057295605540275574, -0.029192684218287468, 0.010863534174859524, -0.007946116849780083, -0.022372785955667496, 0.019389774650335312, -0.03754635527729988, -0.029479410499334335, -0.017952317371964455, 0.10056254267692566, 0.0003430633223615587, 0.006756925955414772, -0.027642948552966118, -0.012989930808544159, 0.05744060128927231, 0.011331353336572647, -0.025428306311368942, -0.015267567709088326, -0.015960587188601494, -0.012347031384706497, 0.04356390982866287, 0.03070354461669922, -0.01373233925551176, 0.001673613558523357, -0.17212988436222076, 0.04504847899079323, -0.014354867860674858, 0.02343817986547947, -0.01308998093008995, 0.011865610256791115, 0.015819208696484566, 0.0286850668489933, 0.010061253793537617, 0.024863744154572487, 0.05639949068427086, 0.02327287755906582, 0.027622219175100327, -0.07047766447067261, -0.004482495132833719, 0.03686246648430824, 0.02049868367612362, 0.01527651958167553, -0.012810394167900085, -0.022505156695842743, 0.016480401158332825, -0.04090404883027077, 0.004953101743012667, 0.014396491460502148, -0.04164564982056618, 0.018200024962425232, 0.04114671051502228, 0.036563701927661896, 0.06101646646857262, 0.00016617984510958195, 0.05877860262989998, 0.0117378244176507, -0.0024692269507795572, -0.12478984892368317, 0.08727563172578812, 0.02232210710644722, 0.04420669749379158, -0.04109032079577446, -0.02876497432589531, -0.00377968093380332, 0.052955325692892075, 0.022191215306520462, -0.007113083265721798, -0.04688679426908493, 0.05628133565187454, 0.009351118467748165, 0.01629074104130268, 0.008246766403317451, 0.04025716707110405, 0.06046205759048462, -0.06560773402452469, -0.06867330521345139, -0.03376783803105354, -0.04517262428998947, -0.0000701027674949728, -0.017335830256342888, 0.012246704660356045, -0.012401901185512543, 0.06479041278362274, 0.044675689190626144, 0.03966879844665527, 0.019614513963460922, -0.01510435901582241, 0.02410219796001911, 0.009989771991968155, -0.08800019323825836, -0.04430925473570824, -0.01646207645535469, 0.014269617386162281, -0.07712318748235703, 0.4200194478034973, -0.022822940722107887, -0.023882919922471046, 0.0669771060347557, 0.013024069368839264, -0.03678833320736885, 0.006298487540334463, -0.001112068654038012, -0.02751763164997101, 0.022830191999673843, -0.024884779006242752, -0.011294171214103699, -0.005758455954492092, 0.028311412781476974, -0.06736108660697937, 0.039361294358968735, -0.0025927878450602293, 0.005201332736760378, 0.011972097679972649, 0.001178241684101522, 0.00853564590215683, -0.00541125051677227, 0.023640703409910202, 0.03589142486453056, 0.03645827993750572, -0.007722015492618084, 0.0007555937627330422, 0.08479621261358261, 0.06500384956598282, 0.010416481643915176, 0.05882925167679787, 0.04017287492752075, -0.026261255145072937, -0.10167882591485977, -0.018119871616363525, -0.03573932126164436, 0.024700166657567024, 0.039818987250328064, -0.011020451784133911, 0.005639101378619671, 0.055270612239837646, -0.02023690938949585, 0.011361183598637581, 0.030533114448189735, -0.026018183678388596, -0.03152856603264809, 0.0904831811785698, 0.003585080849006772, -0.021581320092082024, -0.03173697739839554, -0.05540606006979942, -0.0293410811573267, 0.02659076265990734, 0.023872435092926025, -0.03706374391913414, -0.02402385324239731, 0.012825226411223412, 0.034793999046087265, -0.0474957637488842, -0.046625763177871704, 0.012394062243402004, -0.002813860308378935, -0.06160032004117966, -0.021958325058221817, 0.06842605769634247, 0.032284799963235855, -0.1498475819826126, -0.05309375375509262, -0.004577198997139931, 0.013511300086975098, -0.062264926731586456, -0.00038623737054876983, 0.017459779977798462, -0.015366881154477596, -0.019997913390398026, 0.05299314484000206, -0.02576209045946598, -0.03541535884141922, -0.007093049120157957, 0.006068391725420952, 0.006950716953724623, 0.029395291581749916, 0.009130883030593395, -0.02082892321050167, -0.011885545216500759, -0.08532214909791946, -0.06521070748567581, -0.043024059385061264, -0.008132618851959705, -0.0047438195906579494, -0.046866219490766525, -0.07413850724697113, -0.008858956396579742, -0.08443282544612885, 0.045907750725746155, 0.006963662337511778, -0.0029441630467772484, 0.029316890984773636, -0.014540647156536579, 0.01460203342139721, -0.010467537678778172, 0.018746132031083107, 0.05010409280657768, -0.03386566787958145, 0.03883329778909683, -0.05600134655833244, 0.038217294961214066, 0.02352406084537506, -0.019117899239063263, 0.06278575211763382, 0.013039583340287209, -0.02807861566543579, 0.00046023749746382236, 0.007943864911794662, 0.026639744639396667, -0.003797055222094059, -0.009358215145766735, -0.015649497509002686, 0.014118803665041924, 0.009407094679772854, 0.04142105206847191, -0.02833624556660652, 0.003386457683518529, 0.005411362275481224, -0.3485126197338104, -0.009798586368560791, -0.03430933132767677, -0.018089542165398598, -0.004491021856665611, -0.05374087765812874, 0.0185242947191, -0.025630835443735123, -0.03444705903530121, 0.020141661167144775, 0.13070401549339294, -0.03155375272035599, 0.0059995804913342, -0.08753394335508347, -0.03505413234233856, 0.031666453927755356, -0.023918822407722473, -0.061676688492298126, -0.02509908191859722, 0.013032482005655766, 0.016340887174010277, -0.02742656134068966, 0.04685204103589058, -0.06178378686308861, -0.0031462544575333595, -0.038313452154397964, 0.11359625309705734, 0.01965290680527687, 0.07060202956199646, -0.07485489547252655, 0.05414170026779175, 0.007565582636743784, -0.007019900716841221, -0.0849359780550003, 0.004489185754209757, -0.03011247329413891, 0.04870324209332466, 0.00665028253570199, 0.04181930422782898, -0.025753816589713097, -0.040917858481407166, 0.027189260348677635, -0.049015648663043976, -0.08798644691705704, -0.01656946912407875, 0.026493698358535767, -0.011401431635022163, -0.022360077127814293, -0.018386805430054665, 0.03561631590127945, 0.016879061236977577, -0.02204536832869053, 0.027532538399100304, 0.060249973088502884, 0.004609260708093643, -0.0317758247256279, -0.08336608856916428, -0.00914302933961153, -0.0011830892181023955, 0.003466554917395115, 0.02633141539990902, 0.05914856866002083, 0.03504230082035065, -0.08971188217401505, 0.024843037128448486, 0.015016249381005764, -0.01731332205235958, -0.0039139920845627785, 0.016605839133262634, -0.04042484983801842, -0.011526740156114101, 0.08705100417137146, 0.04365140199661255, 0.006042669527232647, 0.016826001927256584, 0.02649609185755253, 0.003552569542080164, 0.034635014832019806, 0.0392940416932106, 0.024300018325448036, 0.002716289134696126, -0.04223966225981712, 0.04828546941280365, -0.015184453688561916, -0.0006578404572792351, 0.04240166023373604, -0.023639578372240067, -0.0704914778470993, 0.05836719274520874, 0.024597134441137314, -0.018029455095529556, -0.01337435096502304, -0.044018637388944626, -0.058333124965429306, 0.09095918387174606, -0.029934147372841835, -0.24774840474128723, 0.01299317553639412, 0.08404085040092468, 0.052153702825307846, -0.011804137378931046, 0.04063814505934715, 0.043377846479415894, -0.023442506790161133, -0.011573097668588161, -0.0036407120060175657, 0.03334248811006546, 0.04330311343073845, 0.01191759668290615, -0.028771687299013138, 0.044771708548069, -0.012804086320102215, 0.05880836024880409, -0.04280450940132141, -0.014500969089567661, 0.010121691040694714, 0.012418900616466999, -0.003665237221866846, 0.1383933424949646, 0.02068706601858139, 0.015300611965358257, 0.034580014646053314, -0.029424767941236496, -0.005784025881439447, 0.08250465989112854, 0.03520781174302101, 0.0031240801326930523, -0.0030759768560528755, 0.042098432779312134, 0.04302342236042023, 0.01705712266266346, -0.0640827864408493, -0.00948682613670826, 0.040614575147628784, 0.021266845986247063, -0.015678133815526962, -0.029609443619847298, 0.023832088336348534, -0.040193360298871994, 0.038928307592868805, 0.03723369166254997, -0.02921382337808609, -0.018519246950745583, 0.006515095476061106, -0.03840550407767296, -0.042247362434864044, -0.009149822406470776, -0.07136987894773483, -0.004082840401679277, 0.008628366515040398, -0.00077336240792647, 0.09914537519216537, 0.009516038000583649, -0.02458326146006584, -0.005581104662269354, 0.00964553002268076, -0.006264365278184414, -0.012520961463451385, 0.11414267122745514, 0.0025436256546527147, 0.039344850927591324 ]
[ -0.01955149509012699, 0.004307563882321119, -0.030660880729556084, 0.03784189000725746, 0.010009161196649075, 0.016008246690034866, 0.022531993687152863, 0.013358968310058117, -0.03627027943730354, -0.013441847637295723, -0.004579879343509674, 0.030043555423617363, 0.007157197222113609, -0.04889141395688057, 0.018400726839900017, 0.038862381130456924, 0.03792954236268997, -0.0013842431362718344, 0.02140580117702484, -0.011223006062209606, -0.00349963060580194, 0.033778153359889984, 0.013613592833280563, -0.019496900960803032, -0.02652805671095848, 0.032939501106739044, -0.010988891124725342, 0.009572582319378853, 0.02586655505001545, -0.144276425242424, 0.013275299221277237, -0.07064685225486755, -0.010842964053153992, 0.011738017201423645, -0.005105582531541586, -0.013875553384423256, 0.0016575137851759791, -0.024383889511227608, 0.010473590344190598, 0.03566195070743561, 0.005890573840588331, -0.007763301488012075, -0.022441647946834564, 0.02071579173207283, 0.015684615820646286, -0.03556566312909126, -0.06157679855823517, 0.0008436872740276158, -0.01911965385079384, -0.01806577667593956, 0.002850279677659273, -0.022960802540183067, 0.0044028181582689285, -0.02535649947822094, 0.001155555946752429, -0.025187944993376732, -0.03319275379180908, 0.004553311970084906, 0.025398947298526764, 0.026271330192685127, 0.0062370034866034985, -0.006584596820175648, 0.0010498142801225185, -0.031465329229831696, -0.0070596481673419476, -0.02965911477804184, -0.03228336200118065, -0.016187595203518867, 0.008112859912216663, -0.007290994748473167, 0.00860393512994051, 0.011484489776194096, -0.05303027480840683, 0.009140517562627792, -0.016316106542944908, -0.04359368607401848, 0.011402880772948265, -0.0006570774712599814, -0.00551803270354867, -0.005920363124459982, -0.02794419229030609, -0.029741061851382256, -0.002337847836315632, 0.055093877017498016, 0.005422153044492006, -0.00917825847864151, -0.0024331901222467422, 0.008839810267090797, 0.005688841454684734, -0.031034452840685844, -0.04087567701935768, -0.012731174007058144, 0.012179731391370296, 0.034511394798755646, -0.08114407956600189, -0.00986757967621088, -0.004615671467036009, -0.023530423641204834, -0.053099874407052994, 0.8269307017326355, -0.006496217101812363, 0.008598692715168, 0.03066909685730934, 0.043394383043050766, -0.02192620374262333, -0.03090560995042324, 0.010075118392705917, 0.05495329201221466, 0.017256267368793488, -0.04531201720237732, 0.011287320405244827, 0.0017626119079068303, 0.030843814834952354, 0.013534472323954105, -0.01625801995396614, -0.01421098317950964, 0.044072650372982025, -0.008623993955552578, 0.046770498156547546, 0.030796179547905922, 0.06786283850669861, 0.009660155512392521, -0.023092471063137054, 0.012721150182187557, 0.01544241327792406, -0.19512681663036346, 0.0345546118915081, -7.36365513932781e-33, 0.02364562265574932, 0.011535595171153545, -0.019362417981028557, -0.0014306409284472466, 0.029100926592946053, -0.0055904570035636425, 0.015683995559811592, -0.006204638164490461, 0.005348159000277519, -0.031800415366888046, 0.014051293022930622, -0.001705399714410305, 0.014797613024711609, -0.021326493471860886, 0.013797549530863762, 0.006536683067679405, 0.018258577212691307, 0.04392176494002342, 0.023719925433397293, 0.005761392880231142, 0.009828845970332623, 0.028735561296343803, 0.029616860672831535, 0.024964112788438797, 0.0025703853461891413, 0.024610750377178192, -0.007729034870862961, 0.010351896286010742, -0.005394181236624718, -0.04236680269241333, 0.009557031095027924, 0.008656772784888744, -0.014390172436833382, 0.010159623809158802, 0.018068240955471992, -0.00785396434366703, -0.00027575367130339146, 0.011713468469679356, -0.03337039425969124, -0.048966601490974426, -0.05293650180101395, 0.023306632414460182, -0.03491150215268135, -0.015396364964544773, -0.019215337932109833, -0.015734445303678513, 0.0014879690716043115, 0.03746350482106209, -0.006133515387773514, -0.005901193246245384, 0.002547922544181347, 0.02711993083357811, 0.026168672367930412, 0.048900701105594635, -0.022388096898794174, -0.01592346467077732, -0.024290500208735466, 0.04191006347537041, 0.009427295997738838, 0.009787927381694317, 0.044495098292827606, -0.03556806966662407, 0.008114425465464592, 0.03194268420338631, 0.007893593981862068, -0.024808550253510475, 0.052183326333761215, 0.015354138799011707, 0.04595238342881203, 0.004032101482152939, -0.048017896711826324, 0.032116279006004333, 0.0018906652694568038, 0.015567571856081486, -0.027418890967965126, -0.03189011290669441, -0.0006136333686299622, 0.016070226207375526, -0.005576496012508869, 0.053355488926172256, 0.044432803988456726, -0.014165032655000687, 0.01342750247567892, -0.02547808364033699, 0.003480220213532448, -0.041333865374326706, 0.01386107224971056, 0.0071389321237802505, -0.03912096843123436, 0.031470101326704025, 0.016638286411762238, 0.03052728995680809, 0.019715167582035065, -0.01849939115345478, -0.007411629427224398, 7.58130453053828e-33, 0.007906465791165829, -0.020436614751815796, -0.0007390541722998023, 0.02994333952665329, 0.004698432516306639, -0.0035733510740101337, 0.030826834961771965, 0.02884526178240776, -0.05262394994497299, 0.02787281945347786, 0.030239736661314964, 0.018443021923303604, -0.03199523314833641, -0.0017613701056689024, 0.05333095043897629, -0.014690092764794827, -0.003707154653966427, 0.0083088930696249, 0.03521547093987465, 0.02840162254869938, -0.022228451445698738, 0.020223170518875122, -0.020893514156341553, 0.0031658001244068146, 0.022387627512216568, 0.0604158416390419, -0.031160682439804077, -0.007470120210200548, -0.009523452259600163, -0.035796746611595154, 0.03575650975108147, -0.007640250958502293, 0.014447491616010666, -0.03882918506860733, -0.0630166158080101, 0.06645193696022034, -0.014974898658692837, 0.02541816048324108, 0.037039682269096375, 0.0017577088437974453, 0.053744837641716, -0.023821432143449783, -0.006725159473717213, 0.019014474004507065, 0.01676812767982483, -0.0060755000449717045, -0.002756088273599744, -0.008542500436306, -0.035366881638765335, 0.02170758880674839, 0.013186163268983364, -0.0005023677367717028, -0.012738393619656563, 0.017724625766277313, 0.021831762045621872, -0.02490193396806717, -0.030236905440688133, 0.013767819851636887, -0.04876747354865074, -0.007327064871788025, 0.019781870767474174, 0.015345540829002857, -0.033884551376104355, 0.04492317512631416, -0.03544607385993004, -0.008832418359816074, -0.03940942510962486, -0.015278301201760769, -0.011368295177817345, -0.028101403266191483, -0.01832827739417553, 0.008880707435309887, -0.0007171094184741378, 0.024846388027071953, 0.01496736891567707, -0.021155333146452904, -0.005312263499945402, 0.018190477043390274, -0.036285627633333206, 0.030696025118231773, -0.010086588561534882, -0.020056193694472313, 0.031062660738825798, -0.016817588359117508, 0.01611573062837124, 0.004428614396601915, -0.04481566697359085, 0.005817481782287359, -0.010155866853892803, -0.022159526124596596, -0.01777435652911663, -0.06379189342260361, -0.05491180345416069, 0.0202251598238945, -0.04979749396443367, -1.274386907113012e-8, -0.021900083869695663, 0.027042388916015625, -0.019813179969787598, 0.009691288694739342, 0.01446268055588007, 0.026861488819122314, -0.00027624465292319655, -0.004322447348386049, -0.024028697982430458, 0.028680874034762383, 0.020291343331336975, 0.008298330940306187, 0.00566214369609952, 0.015702985227108, 0.010823431424796581, -0.04733717814087868, -0.030206218361854553, -0.00040242186514660716, 0.03317788615822792, 0.014215614646673203, 0.022940846160054207, 0.04540739580988884, 0.023973416537046432, 0.006845136638730764, 0.029219605028629303, -0.003333158092573285, -0.003242186037823558, -0.06995683163404465, 0.006037659477442503, 0.014858076348900795, 0.028868718072772026, -0.025390081107616425, -0.001762731233611703, -0.0022511263377964497, -0.029013145714998245, -0.03770819678902626, -0.001407620613463223, -0.0030382697004824877, -0.00932187307626009, 0.002162530552595854, 0.012966164387762547, 0.02627687342464924, -0.03955636918544769, -0.014100336469709873, -0.006709624547511339, -0.004252166021615267, -0.022272169589996338, -0.0005451147444546223, 0.023245645686984062, -0.06042654439806938, -0.019981324672698975, -0.028134100139141083, 0.014422483742237091, -0.01362693216651678, 0.02478988841176033, 0.012129365466535091, 0.043022241443395615, -0.023059027269482613, -0.026341548189520836, 0.026371192187070847, 0.010676897130906582, -0.016772327944636345, -0.011571785435080528, -0.017781876027584076 ]
ruby-parameterising-with-activeresource
https://markhneedham.com/blog/2008/08/08/ruby-parameterising-with-activeresource
false
2008-08-15 08:03:09
First thoughts on using var in C# 3.0 with Resharper
[ "resharper", "c", "net", "var" ]
[ ".NET" ]
One of the first things I noticed when coming into the world of C# 3.0 was the use of the key word 'var' all over our code base. I had read about it previously and was under the impression that its main use would be when writing code around LINQ or when creating anonymous types. On getting http://www.jetbrains.com/resharper/[Resharper] to tidy up my code I noticed that just about every variable type declaration had been removed and replaced with var. Very confused I asked one of my colleague's what was going on. It turns out that this is intended and is now http://resharper.blogspot.com/2007/08/resharper-vs-c-30-implicitly-typed.html[Resharper's default]. I quickly found the option and turned it off. Subsequent discussions have led me to believe that perhaps it is not such a bad thing. When I first saw the use of var I felt that the readability of the code was severely impacted, and I still think that this is the case if method bodies have a lot of code in. Therefore using var in your code seems to encourage you to keep the methods short so that people can actually understand what's going on. This leads to much easier to understand and maintain code. Of course the discipline to make this happen is still needed but in the way that the lack of static typing in Ruby encouraged the writing of unit tests (I am led to believe), hopefully the use of var will encourage short compact methods. The http://resharper.blogspot.com/[Resharper blog] has a http://resharper.blogspot.com/2008/03/varification-using-implicitly-typed.html[post] explaining why they have decided to make var so prevalent in the code refactoring that Resharper does. Included amongst these is better naming of local variables. Having reading http://www.xpteam.com/[Jeff Bay's] essay in http://www.pragprog.com/titles/twa/thoughtworks-anthology[The ThoughtWorks Anthology] about clean OO design I have become quite fanatical about the naming of variables. I like them to be as descriptive as possible so that I can immediately tell what an object is doing without having to look at the details. Shortcuts such as naming an instance of an Account object as 'acct' are pointless in my opinion and just serve to confuse people. Any language feature that helps encourage the writing of clear variable names is therefore a very good thing. http://www.25hoursaday.com/weblog/2008/05/21/C30ImplicitTypeDeclarationsToVarOrNotToVar.aspx[Dare Obasanjo] seems to dislike this new feature while http://flimflan.com/blog/ToVar.aspx[Joshua Flanaghan] is more of a fan so clearly the jury is still out.
null
null
[ 0.019244927912950516, -0.003939401358366013, -0.006786976009607315, 0.026906846091151237, 0.06312671303749084, 0.039382461458444595, 0.04128323495388031, 0.014805310405790806, 0.006806305609643459, -0.030223382636904716, -0.00013543468958232552, 0.008669892325997353, -0.0685640275478363, 0.04155746102333069, -0.029369667172431946, 0.06259533762931824, 0.07025016099214554, -0.034883562475442886, 0.011771705001592636, 0.008983788080513477, 0.027317650616168976, 0.07258230447769165, -0.00926193781197071, 0.021379873156547546, 0.01422691810876131, 0.05152042582631111, -0.016071226447820663, -0.01729695126414299, -0.06518222391605377, 0.0008348196279257536, 0.035265520215034485, 0.02920786291360855, 0.00676763616502285, 0.0029831724241375923, 0.014963620342314243, -0.029851866886019707, 0.004850179422646761, -0.010320805944502354, 0.00109406269621104, 0.02924247831106186, -0.0865161269903183, 0.02086016722023487, 0.007945524528622627, -0.005905648227781057, -0.0412156768143177, -0.014351550489664078, -0.03584139049053192, -0.018093107268214226, -0.042757946997880936, -0.0003666084085125476, -0.06067890673875809, 0.02099340595304966, -0.024556035175919533, -0.010671790689229965, -0.02364637516438961, 0.0495903380215168, 0.02371063269674778, -0.07124417275190353, 0.009910209104418755, -0.0707239881157875, -0.01420733891427517, -0.006477691698819399, 0.003429231233894825, 0.04692671075463295, 0.034344036132097244, 0.0009091629181057215, -0.030189773067831993, 0.0528627447783947, -0.0400085374712944, -0.00387487281113863, -0.019639525562524796, 0.0246865376830101, -0.012280266731977463, -0.016594748944044113, 0.011231360025703907, -0.024870557710528374, -0.016443537548184395, 0.04506315663456917, 0.04237856715917587, 0.06597854942083359, -0.005451129749417305, 0.02148165926337242, 0.04345705360174179, 0.002318643033504486, 0.03820553794503212, -0.03473794460296631, -0.0031514905858784914, -0.00041469073039479554, -0.020849252119660378, 0.06659986823797226, 0.00645241467282176, -0.05990664288401604, 0.009720374830067158, 0.03470519557595253, -0.01926594413816929, 0.008775119669735432, 0.012501337565481663, -0.02991965226829052, -0.025722676888108253, 0.004443151410669088, -0.03729119896888733, -0.019441654905676842, 0.044953975826501846, -0.0037026447243988514, -0.07762251794338226, 0.00017303011554758996, -0.04588863253593445, 0.00003584379010135308, 0.01226834300905466, 0.028548359870910645, -0.04190579056739807, 0.02197626233100891, -0.023578675463795662, 0.0028083266224712133, -0.07165083289146423, 0.043470967561006546, 0.02034667134284973, 0.006129620596766472, 0.0009875564137473702, 0.025656450539827347, 0.04010912775993347, 0.01629016362130642, -0.011293867602944374, 0.06539546698331833, 0.007647107355296612, 0.03417487069964409, -0.011433558538556099, 0.06147325411438942, 0.006059375125914812, -0.0741356909275055, -0.0004632492200471461, 0.054042112082242966, -0.04123356565833092, -0.0038124173879623413, -0.005948211066424847, -0.0016902706120163202, -0.016819950193166733, 0.015366465784609318, 0.0356920063495636, 0.04775648191571236, -0.035879626870155334, -0.05515741929411888, 0.01877725124359131, -0.019283907487988472, -0.013057774864137173, 0.01776527427136898, -0.023192541673779488, -0.01228850893676281, -0.019122999161481857, 0.0295284204185009, 0.011757207103073597, 0.06015986204147339, 0.05825899913907051, -0.024337850511074066, 0.008709645830094814, 0.0636785626411438, -0.007580386474728584, 0.008718443103134632, 0.011897025629878044, 0.011610361747443676, 0.04226188361644745, 0.030549965798854828, 0.03018365055322647, 0.06137147173285484, 0.03155841305851936, -0.0019670992624014616, -0.0109031330794096, 0.04423205927014351, -0.0044845836237072945, -0.02026098594069481, -0.07206625491380692, -0.027212360873818398, 0.05248180404305458, -0.073203444480896, -0.00887968484312296, 0.03957781195640564, 0.06730010360479355, 0.005872799549251795, 0.06249457225203514, -0.0038919257931411266, -0.0680123120546341, -0.0057411352172493935, -0.011623818427324295, 0.01188602950423956, 0.017988817766308784, -0.00835172738879919, 0.06018736585974693, 0.03579951822757721, 0.021494973450899124, 0.030481016263365746, -0.058324672281742096, -0.054034993052482605, -0.03249456360936165, -0.008052014745771885, 0.07176558673381805, -0.026321424171328545, -0.022148113697767258, 0.09898091852664948, 0.008699125610291958, 0.04140441492199898, 0.036215588450431824, -0.012514404021203518, -0.0037092200946062803, -0.02358364500105381, -0.02942018397152424, 0.01906382478773594, 0.03051016665995121, 0.014995564706623554, -0.05387759581208229, 0.005716046318411827, 0.010709535330533981, 0.00247569871135056, 0.040404874831438065, -0.013153930194675922, 0.033767953515052795, 0.03634233772754669, 0.026837846264243126, -0.020448053255677223, 0.06298905611038208, -0.07238683849573135, 0.019935065880417824, -0.008653055876493454, 0.017168762162327766, -0.028876664116978645, 0.002659336430951953, 0.13383683562278748, 0.05927187204360962, -0.053449857980012894, -0.04573247209191322, -0.017204007133841515, 0.022435734048485756, -0.05088970810174942, -0.002580618252977729, -0.011838489212095737, -0.006107323337346315, 0.01183943822979927, -0.06178032234311104, 0.0037445570342242718, 0.0035172158386558294, -0.04118597134947777, 0.029376091435551643, 0.06844612956047058, -0.032310113310813904, 0.04989096149802208, 0.019772443920373917, -0.0039422111585736275, -0.0018339083762839437, -0.027595777064561844, -0.05941476672887802, -0.002558440202847123, 0.03521466627717018, -0.0016516920877620578, 0.05537022277712822, 0.0031393140088766813, -0.008288250304758549, -0.011481844820082188, -0.05267462506890297, 0.004986540414392948, 0.0257791206240654, 0.0770450010895729, 0.008061308413743973, 0.06948629766702652, -0.012302900664508343, -0.004110974725335836, 0.02189825475215912, -0.039272770285606384, -0.0079130744561553, -0.019919730722904205, 0.018027974292635918, 0.026459362357854843, -0.007998637855052948, 0.020709335803985596, 0.0060104685835540295, 0.010670043528079987, -0.018811937421560287, -0.014101380482316017, 0.010771685279905796, 0.014041297137737274, -0.04738632217049599, -0.024729374796152115, -0.05416308343410492, 0.023896202445030212, -0.03920070827007294, -0.03386075422167778, -0.01961827650666237, -0.051123831421136856, 0.0483265295624733, -0.07542943954467773, -0.07265827059745789, -0.038614239543676376, 0.018651288002729416, 0.0310850627720356, -0.008908119052648544, 0.03827472776174545, 0.07653253525495529, -0.0014976669335737824, 0.006217215210199356, -0.008614297956228256, -0.002963935025036335, 0.021791869774460793, 0.0038328624796122313, 0.005273476243019104, 0.04037890583276749, -0.014800052158534527, -0.015099498443305492, -0.044037897139787674, 0.030342619866132736, -0.004892262630164623, -0.2656722962856293, 0.03087238408625126, -0.0118261082097888, -0.05687111243605614, 0.018090343102812767, -0.004940736573189497, -0.002874842146411538, -0.0581265427172184, -0.019515464082360268, 0.047220949083566666, -0.043099481612443924, -0.053853750228881836, -0.031614240258932114, 0.054977063089609146, -0.0012706166598945856, 0.009483537636697292, 0.008561615832149982, -0.02875027246773243, -0.0031158707570284605, 0.046635519713163376, 0.003764818888157606, -0.0574604794383049, -0.005135440267622471, 0.0387565903365612, 0.032412249594926834, 0.04924440383911133, -0.07851359248161316, 0.04964132979512215, -0.03286641091108322, 0.006921290885657072, -0.01966271921992302, 0.021442675963044167, 0.025473907589912415, -0.027625124901533127, -0.0327536016702652, -0.019865334033966064, 0.014461606740951538, 0.018366308882832527, 0.00489323353394866, 0.022788578644394875, -0.036871764808893204, -0.051416896283626556, -0.010776453651487827, -0.019619205966591835, 0.072872593998909, -0.010213810950517654, -0.07707487791776657, -0.007989832200109959, -0.04811964929103851, 0.06633704900741577, -0.024750612676143646, -0.0475635752081871, 0.016237983480095863, 0.05520504713058472, -0.02202492766082287, -0.04235897958278656, 0.004288098309189081, -0.00526388268917799, -0.04013553261756897, -0.049177445471286774, 0.005285000894218683, -0.04061052203178406, -0.004434640984982252, -0.052034083753824234, 0.012971801683306694, -0.06632046401500702, -0.05863054096698761, 0.003206932917237282, 0.07017380744218826, 0.031349170953035355, -0.014455589465796947, 0.012509489431977272, -0.003017105394974351, -0.1073850467801094, -0.006155394483357668, -0.027563946321606636, -0.03337701037526131, -0.030715156346559525, 0.012009277008473873, 0.06018534675240517, -0.03592664748430252, -0.0631633773446083, 0.03650893643498421, 0.013457967899739742, 0.0021194987930357456, 0.015756476670503616, 0.026520147919654846, -0.001744884648360312, -0.03240633010864258, 0.008078734390437603, 0.08268290758132935, -0.004386010579764843, -0.014328246004879475, -0.04413100704550743, 0.019742874428629875, 0.019908374175429344, 0.03704356029629707, -0.022897720336914062, 0.032591357827186584, 0.03278275951743126, 0.03300417959690094, -0.05559660121798515, 0.01816573366522789, -0.0262331310659647, 0.0017923838458955288, -0.025589467957615852, -0.04929867759346962, 0.018341830000281334, 0.030599044635891914, -0.002288977149873972, -0.007847057655453682, -0.024479608982801437, 0.017510801553726196, -0.06350679695606232, -0.001893969951197505, -0.032519157975912094, 0.017420122399926186, 0.031593699008226395, -0.004919436760246754, -0.03456471487879753, -0.05659523606300354, 0.011939073912799358, 0.029432028532028198, -0.008333885110914707, -0.06179550290107727, -0.0431198850274086, -0.010000485926866531, -0.030418215319514275, 0.00048356447950936854, 0.052536770701408386, -0.02935490757226944, 0.03305422142148018, 0.018279146403074265, -0.061571210622787476, 0.010761670768260956, 0.01698099449276924, -0.013173341751098633, -0.03378573805093765, -0.031583819538354874, -0.022479882463812828, 0.008835221640765667, -0.005031771957874298, 0.011894762516021729, 0.02304878830909729, 0.05036865174770355, 0.019945068284869194, 0.03626352921128273, 0.023795202374458313, 0.0034305043518543243, 0.0020389787387102842, -0.0033824434503912926, -0.08840767294168472, 0.005744388327002525, -0.03517712280154228, -0.034211672842502594, -0.038436565548181534, 0.035593241453170776, -0.02172771468758583, -0.03858301788568497, -0.02778298780322075, 0.03483115881681442, -0.03612980619072914, -0.037424832582473755, -0.05249452218413353, 0.013550065457820892, 0.048970114439725876, -0.006852396298199892, 0.04346545785665512, -0.012465349398553371, 0.00033177342265844345, 0.016411209478974342, 0.04525648429989815, -0.017145438119769096, 0.025690240785479546, 0.005774244200438261, -0.016946634277701378, -0.008072671480476856, 0.005580385215580463, 0.045819804072380066, 0.021931668743491173, 0.03139858320355415, -0.013349316082894802, 0.004251321777701378, 0.024297093972563744, 0.05458851531147957, 0.0017756074666976929, -0.02760377712547779, -0.019646557047963142, -0.024469243362545967, 0.005608361680060625, -0.03125244379043579, -0.03369773551821709, -0.0061903344467282295, 0.04459589347243309, -0.055377013981342316, -0.07338294386863708, 0.01943301595747471, 0.0265913475304842, 0.007488498464226723, 0.013998264446854591, 0.029819190502166748, 0.009077304042875767, -0.0008139143465086818, 0.00006430973735405132, 0.04790102317929268, -0.05054523050785065, 0.010747198946774006, 0.0019971609581261873, 0.006859352346509695, 0.016480280086398125, 0.046430159360170364, -0.036351125687360764, -0.0030155798885971308, -0.026662303134799004, -0.007047533988952637, -0.046753812581300735, -0.0462387390434742, -0.025665443390607834, 0.007118440233170986, -0.02988777868449688, -0.021701553836464882, -0.026729287579655647, -0.013040839694440365, -0.02548079937696457, -0.028305480256676674, 0.011322824284434319, -0.05062975734472275, 0.003479632781818509, 0.025642847642302513, -0.030980519950389862, 0.016588103026151657, -0.011541763320565224, 0.020374270156025887, 0.014947674237191677, -0.02574722282588482, -0.013265294954180717, -0.045746829360723495, 0.01136317290365696, -0.012243660166859627, 0.05123491957783699, -0.01731676235795021, -0.0272282212972641, -0.03715691342949867, -0.017205459997057915, -0.03889629989862442, -0.015750130638480186, -0.030696243047714233, -0.02974611520767212, 0.01269980426877737, 0.05704237520694733, 0.00896699633449316, 0.024828992784023285, -0.005146246403455734, -0.020497312769293785, 0.0636892169713974, -0.059481676667928696, -0.00525851733982563, -0.026228642091155052, -0.06310819089412689, 0.011190048418939114, 0.016934843733906746, 0.04076487943530083, -0.023163730278611183, 0.05638393387198448, 0.04105878993868828, 0.04342614486813545, 0.021275650709867477, 0.0032528862357139587, 0.03969855234026909, -0.05141540616750717, 0.010450891219079494, -0.07881884276866913, 0.026594823226332664, 0.022521013393998146, 0.019263142719864845, -0.027938570827245712, -0.04157748073339462, -0.02953508123755455, 0.06028662994503975, -0.08054866641759872, -0.02402248978614807, 0.025462137535214424, 0.004930533468723297, 0.01258548442274332, 0.0031627775169909, -0.054846763610839844, 0.031500354409217834, 0.030126851052045822, -0.029580114409327507, -0.045535504817962646, -0.021011818200349808, 0.04431980475783348, 0.013649689964950085, 0.023025674745440483, -0.03822552412748337, 0.008028839714825153, 0.05038437247276306, 0.02772108092904091, 0.017847198992967606, 0.04427138715982437, -0.032197143882513046, 0.023290300741791725, 0.03305278345942497, -0.0338718481361866, -0.00807499885559082, -0.007581311743706465, 0.011512689292430878, -0.05261925235390663, -0.013644436374306679, 0.010274519212543964, -0.03694708272814751, -0.033872369676828384, 0.06116094812750816, 0.01633109338581562, -0.018274759873747826, -0.05455933138728142, 0.012980197556316853, -0.03411455452442169, -0.0146322688087821, -0.025851162150502205, 0.02416606992483139, -0.03225550055503845, 0.046292148530483246, 0.0019214857602491975, -0.025062795728445053, 0.059725578874349594, -0.019070234149694443, 0.007694097701460123, -0.01712605357170105, 0.08868220448493958, 0.09048455208539963, 0.04434846714138985, -0.0057878922671079636, 0.060128550976514816, -0.02409619465470314, -0.05969764292240143, 0.015200130641460419, -0.025300748646259308, 0.004982922226190567, -0.01805465668439865, 0.030117951333522797, 0.0544678270816803, 0.017684608697891235, 0.0590287409722805, -0.06774144619703293, 0.013183411210775375, -0.021351808682084084, 0.037591174244880676, 0.00747215049341321, 0.05117906257510185, 0.03951795771718025, 0.006146678701043129, 0.008905839174985886, -0.03364948555827141, 0.011609237641096115, -0.028198983520269394, -0.018507640808820724, 0.025838669389486313, 0.0071959844790399075, 0.010993808507919312, 0.014834815636277199, 0.031059985980391502, 0.08257932215929031, -0.04895654320716858, -0.014783141203224659, -0.0017412839224562049, 0.07000965625047684, 0.015711765736341476, -0.01594727858901024, -0.030270809307694435, -0.013566879555583, 0.013570313341915607, -0.008839597925543785, -0.011401964351534843, -0.03973696008324623, -0.02199380472302437, 0.06011907383799553, -0.011513312347233295, 0.00797249749302864, 0.03334622457623482, 0.0025481320917606354, -0.022074762731790543, -0.056751031428575516, -0.042138323187828064, -0.02834688499569893, -0.07241462916135788, -0.03238493576645851, 0.045894261449575424, 0.0016420118045061827, -0.020887816324830055, -0.024643534794449806, 0.005585786420851946, -0.02105550840497017, 0.05834553390741348, -0.028241213411092758, -0.03096040152013302, 0.020432034507393837, 0.006310441065579653, 0.032862868160009384, 0.05707266181707382, 0.017633358016610146, -0.012954473495483398, -0.013579111546278, -0.03836183622479439, -0.03063174895942211, 0.06282828748226166, 0.0026328444946557283, -0.0032767211087048054, -0.06486843526363373, 0.019547998905181885, 0.01314474642276764, 0.007802245672792196, -0.07235313206911087, 0.007841003127396107, -0.022252362221479416, -0.01853465475142002, 0.049927957355976105, -0.02734045498073101, 0.0013076456962153316, -0.026149315759539604, -0.009251197800040245, 0.016838792711496353, 0.03162580356001854, 0.038738660514354706, -0.02785940282046795, 0.08109840750694275, 0.01712435856461525, -0.020143471658229828, -0.025596000254154205, -0.035242099314928055, 0.0048264870420098305, 0.0021955198608338833, -0.03193826973438263, -0.03391578048467636, -0.04326989874243736, -0.04672521725296974, -0.018330540508031845, 0.01396004669368267, -0.011175352148711681, -0.018714526668190956, 0.024557694792747498, 0.0601641871035099, -0.05039540305733681, 0.028982039541006088, -0.015606761910021305, 0.052685532718896866, -0.019942639395594597, -0.010974960401654243, 0.019919084385037422, 0.020752595737576485, -0.010077127255499363, 0.02159908041357994, 0.015419082716107368, -0.026236534118652344, -0.014827091246843338, -0.011216770857572556, 0.028419947251677513, 0.03402544930577278, -0.01644172891974449, 0.023691171780228615 ]
[ -0.12324780225753784, -0.020788805559277534, -0.0583900511264801, -0.015124945901334286, 0.048137810081243515, -0.05133289098739624, 0.0214719045907259, 0.024598803371191025, -0.01992086134850979, -0.02569263055920601, 0.006301856599748135, 0.008190899156033993, -0.02187078446149826, 0.0024340683594346046, 0.0923171415925026, 0.014234554022550583, -0.008611828088760376, -0.044691167771816254, -0.02559024840593338, 0.011080794967710972, 0.018213167786598206, -0.036117617040872574, -0.0307959895581007, -0.02752562053501606, 0.025079399347305298, 0.011785249225795269, 0.032259006053209305, -0.044216323643922806, 0.03337294980883598, -0.19060610234737396, -0.008481549099087715, 0.008202686905860901, 0.032139845192432404, 0.0027176926378160715, -0.03235488384962082, 0.04114474356174469, 0.00702321482822299, 0.04197629168629646, -0.01040591113269329, 0.054100241512060165, 0.0035807352978736162, 0.01937200501561165, -0.049627602100372314, -0.008609899319708347, 0.015692003071308136, -0.009269391186535358, -0.003667908487841487, -0.02359599433839321, -0.018738238140940666, 0.02951926738023758, -0.06833157688379288, -0.018923727795481682, -0.013462567701935768, -0.00791338924318552, 0.01009923405945301, 0.018051568418741226, 0.02441735751926899, 0.052743975073099136, 0.022085445001721382, 0.012156404554843903, 0.0072415475733578205, -0.025563465431332588, -0.13379019498825073, 0.08730989694595337, 0.023371731862425804, 0.058667734265327454, -0.013877016492187977, -0.026402734220027924, -0.03853156790137291, 0.07261022180318832, 0.03194252401590347, -0.0014319836627691984, -0.05969196930527687, 0.04748830571770668, 0.0033362663816660643, -0.03060978837311268, 0.0070043327286839485, 0.025030046701431274, 0.044927194714546204, -0.029354525730013847, -0.015937209129333496, -0.01871572434902191, -0.002463561249896884, -0.0251774862408638, -0.031387101858854294, 0.014706917107105255, 0.0016944791423156857, 0.02359914779663086, 0.06639757007360458, 0.0012567180674523115, 0.03695523738861084, -0.02261253073811531, 0.056521546095609665, 0.023946348577737808, -0.08395454287528992, -0.0075467429123818874, 0.004777105990797281, 0.030667247250676155, -0.03348790109157562, 0.4331210255622864, -0.04120146855711937, -0.03952455893158913, 0.05383048579096794, -0.001160409301519394, -0.01419469527900219, 0.009905527345836163, 0.0014161071740090847, -0.049541741609573364, 0.02502722106873989, -0.031025957316160202, 0.027655040845274925, -0.00016866513760760427, 0.034449294209480286, -0.04138674587011337, -0.008263166062533855, 0.015400184318423271, 0.031656548380851746, 0.02183285355567932, 0.013574850745499134, -0.014135174453258514, -0.009925034828484058, 0.016263460740447044, 0.012385389767587185, 0.03042619861662388, 0.0069151148200035095, -0.015079949051141739, 0.029850322753190994, 0.0573694221675396, 0.028328705579042435, 0.02180546335875988, 0.07048727571964264, -0.017607243731617928, -0.08044551312923431, -0.0032314604613929987, 0.004191672429442406, 0.018706943839788437, 0.02751031145453453, -0.03519730269908905, 0.01174823846668005, 0.003269860055297613, -0.0044952454045414925, -0.018504077568650246, 0.01844356395304203, 0.003312263172119856, -0.045350365340709686, 0.11752177029848099, -0.02442137897014618, -0.041610147804021835, -0.016122227534651756, -0.03634433448314667, 0.0019119573989883065, 0.0469362773001194, -0.039939891546964645, -0.061087269335985184, 0.008482473902404308, 0.01644136756658554, 0.08390133827924728, -0.04013410955667496, -0.04143707454204559, -0.0256685558706522, -0.03191272169351578, -0.015331164002418518, -0.052993226796388626, 0.002242617541924119, 0.03504209220409393, -0.10176525264978409, -0.02870391681790352, 0.02278810925781727, 0.025528013706207275, -0.06671629846096039, -0.01161719299852848, 0.008771237917244434, -0.057914841920137405, -0.022563692182302475, 0.04640638083219528, -0.019599832594394684, -0.043707553297281265, -0.02136893942952156, 0.053869567811489105, 0.01111349556595087, 0.0002892636985052377, 0.03179008141160011, -0.035214487463235855, 0.008770780637860298, -0.028300480917096138, -0.047164641320705414, -0.05017206817865372, 0.005878396797925234, -0.007378656882792711, -0.005766501650214195, -0.011689713224768639, -0.049256015568971634, -0.0522276945412159, 0.07312297821044922, -0.015207615680992603, -0.0003526382497511804, 0.035130321979522705, 0.013453950174152851, 0.01597621478140354, -0.008303744718432426, 0.0036193595733493567, 0.049879901111125946, 0.0009435958345420659, 0.04711131379008293, -0.042876988649368286, 0.050919871777296066, 0.04866304621100426, -0.0631461814045906, 0.05573628842830658, 0.06349396705627441, -0.031852252781391144, -0.017540263012051582, 0.014722999185323715, 0.007168656215071678, -0.016072994098067284, -0.0356142595410347, -0.021388841792941093, 0.034471552819013596, 0.004979142919182777, 0.014504856429994106, -0.05440165102481842, -0.03530368581414223, -0.029394665732979774, -0.3356601297855377, -0.009856563992798328, 0.0008898780797608197, -0.025164632126688957, 0.043384015560150146, -0.08329636603593826, 0.01238988433033228, -0.005707761272788048, -0.042428307235240936, -0.02790375053882599, 0.049408506602048874, -0.012007246725261211, -0.004202221520245075, -0.09691496193408966, 0.01376190222799778, 0.034100621938705444, -0.025642631575465202, -0.061770789325237274, -0.035077620297670364, 0.009260845370590687, 0.01875578798353672, -0.0021754461340606213, -0.024796949699521065, -0.04127143323421478, -0.017536748200654984, -0.04855979233980179, 0.08414517343044281, -0.02732599712908268, 0.1339392364025116, -0.026682227849960327, 0.049751393496990204, -0.01261875219643116, 0.027432505041360855, -0.08264274895191193, 0.0038140236865729094, -0.03129393607378006, -0.02171412669122219, -0.0005410373560152948, 0.031035585328936577, -0.02482384257018566, -0.019838083535432816, 0.011708324775099754, -0.0722576230764389, -0.019009536132216454, -0.02078067511320114, -0.0006602649809792638, -0.012508734129369259, -0.04157518222928047, -0.009361784905195236, 0.10181093961000443, -0.0022166224662214518, 0.010321466252207756, 0.02315712720155716, 0.04254908859729767, 0.0008968856418505311, -0.023013390600681305, -0.0958942398428917, 0.0036101418081671, 0.017552414909005165, 0.0015884694876149297, 0.04611166939139366, 0.03934986889362335, 0.02321290783584118, -0.08686196058988571, -0.022286217659711838, 0.02448936738073826, 0.008870801888406277, 0.0018260026117786765, 0.051852189004421234, -0.03756744787096977, -0.04281708598136902, 0.10187436640262604, -0.003932686522603035, -0.014031966216862202, 0.008935704827308655, 0.045782312750816345, -0.03576316684484482, 0.006696525029838085, 0.006907226983457804, -0.005337214563041925, 0.02000104822218418, 0.02143033593893051, 0.05021943151950836, -0.02786792814731598, 0.016340961679816246, 0.014962281100451946, -0.027671439573168755, 0.0016031491104513407, 0.03203849121928215, -0.0033231214620172977, -0.05539597570896149, 0.00012917535786982626, 0.0013979363720864058, -0.09584487974643707, 0.0746641457080841, -0.011884432286024094, -0.24972043931484222, -0.005243144929409027, 0.10572497546672821, 0.038747940212488174, 0.02200291119515896, 0.049398988485336304, 0.006049963179975748, -0.0862927958369255, 0.015870733186602592, 0.021859021857380867, 0.03306443616747856, 0.032134994864463806, 0.007694550324231386, 0.01886284537613392, 0.05367886275053024, -0.02479158341884613, 0.04403281956911087, -0.0187823586165905, 0.008578186854720116, 0.0023415451869368553, 0.035575754940509796, 0.021134154871106148, 0.1729966551065445, -0.006342081353068352, 0.033818699419498444, -0.004893664736300707, 0.015032017603516579, 0.05565035715699196, 0.07078956812620163, 0.015322823077440262, 0.000885824381839484, -0.004283815622329712, 0.09342461824417114, 0.017255645245313644, 0.0369013212621212, -0.09136266261339188, -0.032607655972242355, 0.024771112948656082, 0.037469953298568726, -0.013217880390584469, 0.009592466987669468, 0.024616839364171028, -0.05384562164545059, 0.021440992131829262, 0.09634584188461304, 0.026939567178487778, 0.0004924690583720803, -0.03374785929918289, -0.021759197115898132, -0.0005046402802690864, -0.05074701085686684, -0.009525302797555923, -0.0019745000172406435, -0.003467717207968235, 0.008855198509991169, 0.041952330619096756, 0.01891293190419674, -0.029335867613554, -0.027481136843562126, 0.013526443392038345, -0.0011028364533558488, -0.022371791303157806, 0.0873955637216568, 0.038269102573394775, 0.04142444208264351 ]
[ 0.0040879384614527225, -0.008239513263106346, -0.018191242590546608, 0.02456793002784252, -0.01249819714576006, 0.014807168394327164, 0.01728905364871025, 0.020676756277680397, -0.016704214736819267, 0.003075613407418132, -0.02580546773970127, 0.024568550288677216, 0.0024913428351283073, 0.004358408972620964, 0.0023679169826209545, 0.00018139497842639685, 0.0016894317232072353, -0.01133833546191454, 0.01491681020706892, 0.002349790884181857, 0.008278872817754745, 0.0295734703540802, -0.01008759718388319, -0.002600142266601324, 0.0018862448632717133, 0.0019687165040522814, -0.009536037221550941, 0.005129882134497166, 0.024958249181509018, -0.13013526797294617, -0.025993075221776962, -0.02350020222365856, 0.0052872030064463615, -0.014716302044689655, 0.0022829542867839336, -0.010091849602758884, 0.0036193623673170805, 0.03265281021595001, 0.007535784039646387, 0.019818348810076714, -0.032896656543016434, 0.005899046082049608, 0.005081790965050459, 0.022899828851222992, 0.01769162341952324, 0.021354706957936287, -0.04642849043011665, -0.03540448471903801, -0.01850745640695095, -0.05007418990135193, -0.007454133592545986, -0.055452603846788406, -0.015404465608298779, 0.00516546843573451, 0.007461193483322859, -0.048037074506282806, -0.019776741042733192, -0.033656854182481766, -0.00768902525305748, -0.006408759392797947, -0.0388956256210804, 0.0136972451582551, -0.012610811740159988, -0.021602720022201538, -0.0029408661648631096, -0.0016420746687799692, 0.020078405737876892, 0.02105063386261463, 0.004362260457128286, -0.025302695110440254, -0.014748336747288704, 0.03077622875571251, -0.031291261315345764, 0.004414976574480534, -0.002900465624406934, 0.005361113231629133, 0.027112165465950966, -0.01903766579926014, 0.03146447241306305, -0.006564446724951267, -0.06668075919151306, 0.0094339894130826, 0.005808699410408735, 0.015828484669327736, -0.011696805246174335, -0.0005174331599846482, -0.007441976107656956, -0.0357595719397068, 0.0250529907643795, 0.0225515253841877, -0.022656092420220375, -0.0023725670762360096, -0.007719411514699459, 0.02314831130206585, -0.07102611660957336, -0.00297673512250185, 0.04180760309100151, -0.017146216705441475, -0.006051148287951946, 0.8543627262115479, -0.02281438559293747, 0.03887571394443512, 0.0417097844183445, 0.0040231188759207726, -0.007166801020503044, -0.005190012976527214, 0.06075435131788254, -0.0016169592272490263, -0.018889792263507843, -0.039621468633413315, 0.01572575606405735, 0.0202560443431139, -0.00613994337618351, -0.009706628508865833, 0.023176467046141624, 0.03322318568825722, 0.028434107080101967, -0.023899061605334282, -0.01409111451357603, -0.023831676691770554, 0.011007933877408504, -0.020011931657791138, 0.00859413854777813, 0.021836215630173683, 0.009852331131696701, -0.1653655618429184, 0.0351167768239975, -8.028557355823113e-33, 0.019725318998098373, -0.00576507905498147, 0.013172537088394165, 0.028983619064092636, -0.0046423678286373615, 0.004257542546838522, 0.06894448399543762, 0.016534797847270966, 0.011637743562459946, -0.03043755330145359, 0.0037839883007109165, -0.029465442523360252, 0.008884496986865997, -0.009785111993551254, 0.028405556455254555, 0.002096650656312704, -0.005186749622225761, 0.04304695874452591, -0.05037328228354454, 0.007967077195644379, 0.034071169793605804, 0.029336370527744293, 0.01932976394891739, 0.0016674556536599994, 0.007990884594619274, -0.026277190074324608, 0.007795378100126982, -0.0166791845113039, -0.020782003179192543, -0.04654296860098839, 0.03368070721626282, 0.04402922838926315, -0.001459192601032555, 0.0037653129547834396, 0.009647350758314133, -0.03645012527704239, -0.02558610960841179, -0.0043115559965372086, -0.0033504513558000326, 0.011253229342401028, -0.013874111697077751, 0.014222358353435993, -0.0474727563560009, 0.005572646856307983, -0.01656721718609333, -0.03573235124349594, -0.006392055656760931, 0.021337812766432762, 0.0071818227879703045, 0.014415653422474861, -0.007821619510650635, 0.058135900646448135, -0.0157108586281538, 0.016143914312124252, -0.0225872453302145, 0.04412074014544487, 0.0051920535042881966, -0.013281691819429398, -0.004689844790846109, -0.021818609908223152, 0.0035556943621486425, 0.01411838922649622, -0.017354751005768776, -0.001098893815651536, -0.01218449231237173, -0.029769275337457657, 0.024461986497044563, 0.011536953039467335, 0.03938660770654678, -0.017222581431269646, -0.0428205169737339, 0.0184999518096447, -0.05334772169589996, -0.02535289153456688, -0.007644069381058216, -0.00809211004525423, 0.013795508071780205, -0.011011762544512749, 0.017198773100972176, -0.02450396865606308, 0.027870675548911095, 0.03189179673790932, 0.01402943953871727, 0.0018452577060088515, 0.017726341262459755, -0.028874648734927177, 0.0181293822824955, -0.03139208257198334, 0.008118879981338978, 0.00292768981307745, 0.06528432667255402, 0.012713875621557236, 0.02728990465402603, -0.03925011679530144, -0.035707950592041016, 8.03437972627953e-33, 0.019734466448426247, -0.012203207239508629, -0.016602307558059692, 0.020186174660921097, -0.01644277386367321, 0.006940408609807491, -0.005874413996934891, -0.006726081017404795, -0.05205119401216507, 0.020114708691835403, -0.029286382719874382, 0.029787469655275345, -0.024057455360889435, 0.04008833318948746, 0.07845589518547058, -0.024881698191165924, 0.004906396381556988, -0.015819653868675232, 0.010936853475868702, 0.01372184231877327, 0.02631780318915844, -0.002992960624396801, 0.024819176644086838, -0.04771510511636734, -0.02213219739496708, 0.04852323979139328, -0.04444196820259094, -0.0036816694773733616, -0.004892432596534491, 0.00438294280320406, 0.013691531494259834, 0.034824952483177185, 0.022647088393568993, -0.0009321394027210772, -0.01799018681049347, 0.02080824412405491, 0.01157423947006464, -0.02300705388188362, 0.02537902630865574, -0.004282020498067141, 0.015390519052743912, -0.027077866718173027, -0.007842957973480225, -0.00358122237958014, -0.02979898266494274, 0.014840605668723583, 0.02150655724108219, 0.007225405424833298, 0.004083346109837294, -0.0009713966283015907, 0.02922334522008896, -0.02785927802324295, -0.02121926099061966, 0.008029541932046413, -0.00508779427036643, -0.028166513890028, -0.03475891426205635, -0.05132348835468292, -0.01854070834815502, 0.036578405648469925, -0.003541114740073681, -0.001863025943748653, -0.04690169915556908, -0.011280880309641361, -0.0433114618062973, -0.02946956641972065, -0.0012301268288865685, -0.0035681547597050667, -0.016752246767282486, -0.042969074100255966, -0.008051068522036076, 0.022461777552962303, 0.016365034505724907, -0.013840148225426674, -0.00011260916653554887, -0.05184450000524521, 0.00005488039460033178, 0.009979890659451485, 0.002406536368653178, 0.00844496302306652, 0.022776944562792778, 0.016011618077754974, 0.01178441010415554, -0.02403572015464306, 0.007338911294937134, 0.015874527394771576, -0.0030722038354724646, 0.027710335329174995, -0.01642407849431038, -0.0015426315367221832, -0.017922861501574516, 0.015176348388195038, 0.019251246005296707, 0.030150869861245155, 0.03077404759824276, -1.348942202383796e-8, -0.011320444755256176, 0.0572478324174881, -0.029430486261844635, 0.04774009436368942, 0.0141549501568079, 0.01250079832971096, -0.0198813583701849, 0.01457885093986988, -0.02789114974439144, 0.048261336982250214, 0.05021112039685249, -0.028295954689383507, 0.025900278240442276, -0.010205643251538277, 0.04651033505797386, -0.033284034579992294, -0.050945837050676346, 0.006203703582286835, 0.005182558670639992, 0.011785239912569523, 0.01310940645635128, 0.03199438005685806, -0.035194605588912964, -0.010649090632796288, 0.020775243639945984, 0.016212545335292816, -0.002288614399731159, -0.06909257918596268, -0.000921015627682209, -0.01215690653771162, 0.017415987327694893, -0.008786635473370552, -0.01780593954026699, 0.01868453063070774, -0.002258340595290065, -0.021913932636380196, 0.028807157650589943, 0.009593958966434002, -0.014440547674894333, -0.0069931885227561, 0.010818216018378735, 0.005090255755931139, -0.017501147463917732, -0.012727264314889908, -0.0021796529181301594, -0.006989054847508669, -0.022925561293959618, -0.005691960453987122, 0.0015454954700544477, 0.009937109425663948, -0.006790530867874622, 0.017166007310152054, 0.025034470483660698, 0.05121030658483505, -0.015647828578948975, 0.03193250671029091, 0.01457548514008522, -0.020626027137041092, -0.048033252358436584, 0.0006693038158118725, 0.008367904461920261, -0.004102771170437336, -0.04548189789056778, 0.0002441180986352265 ]
first-thoughts-on-using-var-in-c-30-with-resharper
https://markhneedham.com/blog/2008/08/15/first-thoughts-on-using-var-in-c-30-with-resharper
false
2008-08-12 23:48:40
Dependency Tasks
[ "software-development", "ideas" ]
[ "Software Development" ]
I am a big fan of Pat Kua's http://www.thekua.com/atwork/2007/07/19/onboarding-strategy-tiny-tasks[tiny tasks] and to see my desk would be to believe that there had been an invasion of yellow stickies on the planet. Pat explains the idea on his website but to summarise; the idea is that given a story, you break it down into the individual tasks that need to be done in order for it to be complete, write each tasks on a sticky and then when that task is finished throw the sticky away. This has really well for me because I am inclined to lose focus/get distracted and having a list of tasks that I need to do helps keep me on track. This week it has come to me that perhaps the metaphor needs to be extended slightly. There have been a couple of occasions when I have been working on something and I complete all the tasks I needed to, but then I break something else which was reliant on something that I changed. The work I'm doing is in the build area so the idea of having a suite of tests to protect me from making that mistake is not there. My immediate thought is that along with writing the tiny tasks I should also write some dependency tasks which will help me to recognise what things are reliant on the story I am doing, and therefore allow me to either make the necessary changes in these areas or just not break them! In a way I suppose this is just an extension of the idea of tiny tasks but for me it requires a bigger picture look at how what I'm doing effects the rest of the world and therefore it makes sense for me to view the two things separately right now. I'm going to give this idea a try and report back on how it's worked out. Hopefully it will stop me breaking things quite so much. As always any ideas are welcome.
null
null
[ 0.022939935326576233, 0.02195240743458271, -0.014707080088555813, 0.016930976882576942, 0.08202590048313141, 0.024234743788838387, 0.01667509786784649, 0.04328378662467003, 0.004719134885817766, -0.009281594306230545, -0.034272994846105576, 0.023186707869172096, -0.0506189726293087, 0.0023573683574795723, -0.04012550413608551, 0.06348031759262085, 0.06459522992372513, 0.013843932189047337, 0.0193498395383358, -0.02844339795410633, 0.03433225303888321, 0.0798070877790451, 0.06787988543510437, 0.04740336164832115, 0.05788658559322357, -0.007243126630783081, 0.03223898634314537, 0.00643866928294301, -0.058965738862752914, 0.009637648239731789, 0.021084195002913475, -0.011861777864396572, 0.004422290250658989, 0.009504556655883789, 0.019913434982299805, -0.028983155265450478, -0.002434917027130723, 0.008633460849523544, 0.0021618336904793978, -0.008337360806763172, -0.0767422541975975, 0.0462661013007164, -0.030905509367585182, -0.0009649596177041531, -0.026470154523849487, 0.021573355421423912, -0.022178890183568, -0.009536463767290115, -0.0003496884892228991, -0.014978848397731781, -0.06822306662797928, 0.04750876873731613, 0.039185311645269394, -0.026540813967585564, -0.019385891035199165, 0.05947494879364967, 0.00332584697753191, -0.05296869948506355, 0.029489725828170776, -0.05602908134460449, -0.018597131595015526, -0.016739558428525925, -0.005128355696797371, 0.0443744994699955, 0.0373648963868618, -0.026518667116761208, 0.001716924482025206, 0.031739529222249985, -0.030671613290905952, 0.021077148616313934, -0.031113276258111, -0.00958856102079153, -0.022736260667443275, -0.004838472232222557, -0.0028347396291792393, -0.06369876116514206, 0.03151906654238701, 0.05635290592908859, 0.008331168442964554, 0.04594311863183975, -0.018931539729237556, 0.015607060864567757, 0.0039049270562827587, 0.014190050773322582, -0.011630239896476269, -0.04517761245369911, -0.0006526481010951102, -0.019444076344370842, -0.060399580746889114, 0.05490642413496971, 0.01783215068280697, -0.04375317692756653, -0.008780557662248611, 0.03287053853273392, -0.01734832488000393, 0.005348896142095327, 0.03295442834496498, 0.015656551346182823, -0.017530780285596848, -0.006914650555700064, -0.020837755873799324, -0.013511322438716888, 0.007699486333876848, 0.03290605917572975, -0.08990637212991714, 0.005803308449685574, 0.0014180871658027172, -0.01871326193213463, -0.0020702392794191837, 0.01153103169053793, -0.014736411161720753, -0.0019069014815613627, -0.009508595801889896, 0.024342799559235573, -0.07002019137144089, 0.08068497478961945, -0.002367681823670864, -0.01824600249528885, -0.04467787966132164, -0.0033748741261661053, 0.047067757695913315, 0.012503933161497116, 0.005002088379114866, 0.08273342251777649, -0.022484702989459038, -0.00008539781993022189, -0.048126813024282455, 0.05143686756491661, -0.017818555235862732, -0.05311961472034454, -0.006930604577064514, 0.04849027097225189, -0.015046355314552784, -0.015621878206729889, -0.0038135594222694635, -0.014103205874562263, -0.02030121721327305, 0.011390911415219307, 0.03772507607936859, 0.053214117884635925, 0.004830666817724705, -0.02430504374206066, 0.01853613741695881, 0.017955444753170013, 0.02291329763829708, -0.019490256905555725, -0.00772417476400733, -0.02114897221326828, -0.06892737746238708, -0.010139516554772854, 0.009667896665632725, -0.022103898227214813, 0.0402313694357872, -0.025251753628253937, 0.019680224359035492, 0.07175254821777344, 0.0391949862241745, 0.022312398999929428, -0.007856370881199837, 0.021961791440844536, 0.03767109289765358, 0.03976836055517197, -0.013186589814722538, 0.023478683084249496, -0.01683710515499115, 0.0053450725972652435, -0.004289803560823202, 0.03590887039899826, -0.0028205253183841705, -0.006763586308807135, -0.05348864570260048, -0.017541948705911636, 0.05017221346497536, -0.035510025918483734, -0.046045608818531036, 0.05519518628716469, 0.07043333351612091, 0.035314079374074936, 0.028674131259322166, 0.027407977730035782, -0.07578625530004501, 0.04264933243393898, 0.021683378145098686, 0.02569754235446453, 0.028812987729907036, -0.016560591757297516, 0.04896373301744461, 0.023987801745533943, -0.020924704149365425, 0.0344541072845459, -0.07417984306812286, -0.09700459241867065, 0.005411732010543346, -0.0122977364808321, 0.028054850175976753, -0.030627576634287834, 0.02349196746945381, 0.07302284985780716, 0.01337581966072321, 0.05506405606865883, 0.023857833817601204, 0.014257474802434444, 0.027709655463695526, -0.04036003351211548, -0.05554887279868126, 0.07726150006055832, 0.01416830439120531, 0.017901966348290443, -0.046712808310985565, 0.024383895099163055, -0.03547625243663788, -0.010849366895854473, 0.06538128107786179, 0.009476149454712868, 0.009417673572897911, -0.014728814363479614, 0.04159492999315262, -0.021250402554869652, 0.0332428514957428, -0.04932408407330513, -0.005971891805529594, 0.014616802334785461, -0.019717171788215637, 0.02666533924639225, -0.011882342398166656, 0.09426624327898026, 0.04186081886291504, -0.07376190274953842, -0.034796539694070816, 0.04406223073601723, 0.006071251351386309, -0.0715048685669899, 0.007343124132603407, -0.0028182987589389086, 0.008841283619403839, 0.022951452061533928, -0.04228484630584717, -0.03825201094150543, 0.0374036468565464, -0.049013715237379074, -0.008717535994946957, 0.048008158802986145, -0.001948514604009688, 0.06927374750375748, 0.01101611740887165, 0.0004017140017822385, -0.013514591380953789, 0.0036815304774791002, -0.04007827118039131, 0.010933424346148968, 0.006204626522958279, -0.019989533349871635, 0.027870308607816696, -0.027275165542960167, -0.05844143405556679, -0.03674053028225899, -0.05747830495238304, -0.0012394677614793181, 0.06385426968336105, 0.057889457792043686, -0.01322375051677227, 0.07461525499820709, -0.001452179509215057, 0.023437749594449997, 0.019623862579464912, -0.032972551882267, -0.017879938706755638, -0.024161791428923607, -0.006993751507252455, 0.004791860468685627, 0.013735000975430012, -0.003306944854557514, 0.01577206328511238, 0.008961397223174572, -0.0006105875363573432, -0.02751615084707737, 0.04292166978120804, -0.0004909473354928195, -0.013730487786233425, -0.02438998594880104, -0.037758566439151764, 0.059241216629743576, -0.030485933646559715, -0.0034818165004253387, 0.03564318269491196, -0.08461744338274002, 0.02395796589553356, -0.07166984677314758, -0.05942636728286743, -0.02740248292684555, 0.006952842231839895, 0.039274267852306366, -0.005647732876241207, -0.00952849816530943, 0.04216352850198746, 0.023280346766114235, 0.00876045972108841, 0.0017073745839297771, 0.00022508333495352417, 0.02371889352798462, 0.03781784325838089, -0.023719534277915955, 0.0598258413374424, 0.00534945959225297, 0.0026335371658205986, -0.06446186453104019, 0.043924055993556976, -0.05295230820775032, -0.29692813754081726, 0.01560276374220848, 0.0242533590644598, -0.02767835184931755, 0.03105175867676735, -0.016872482374310493, 0.011836902238428593, -0.036161862313747406, -0.029189107939600945, 0.014187577180564404, -0.03507891297340393, -0.014685412868857384, -0.011810360476374626, 0.04618802294135094, 0.019297748804092407, 0.01910649985074997, 0.008514326997101307, -0.04367714747786522, 0.011369592510163784, 0.04480143263936043, -0.020358692854642868, -0.06506247073411942, -0.01391614880412817, 0.03627505898475647, 0.042967312037944794, 0.07473765313625336, -0.08649342507123947, 0.04889749363064766, -0.055391568690538406, -0.006740739103406668, -0.003019656054675579, -0.019734296947717667, 0.013655714690685272, -0.04800081625580788, 0.0032127287704497576, -0.018453210592269897, 0.052707042545080185, 0.001932261511683464, 0.0073706237599253654, -0.005846446380019188, -0.015730498358607292, -0.05058683454990387, 0.003914935979992151, 0.0262962207198143, 0.06434064358472824, -0.004801305942237377, -0.0753621980547905, -0.03489113971590996, -0.02078397572040558, 0.07701628655195236, -0.02167338877916336, -0.006249710917472839, -0.027970347553491592, 0.023937655612826347, 0.004020527470856905, -0.021286025643348694, -0.014733408577740192, -0.041704390197992325, -0.0591881200671196, -0.05174170807003975, -0.015054525807499886, -0.019384901970624924, -0.021529793739318848, -0.046784479171037674, -0.010645420290529728, -0.05186948552727699, -0.05925458297133446, -0.015867367386817932, 0.07085849344730377, -0.0232566986232996, -0.0367978997528553, -0.010272352956235409, 0.016250181943178177, -0.10231234133243561, -0.012584353797137737, -0.013814602978527546, -0.04564543068408966, 0.014590195380151272, 0.023706942796707153, 0.027611276134848595, -0.015074864029884338, -0.06674598902463913, 0.038307998329401016, 0.004750444553792477, 0.03699200972914696, -0.02825269103050232, 0.036594390869140625, 0.04838097468018532, -0.04062507674098015, 0.024268588051199913, 0.06858602166175842, 0.028989821672439575, -0.038687411695718765, -0.008501198142766953, 0.04039807990193367, -0.0015603303909301758, 0.0038585648871958256, -0.02295120619237423, 0.01615012250840664, 0.004758461844176054, 0.01110660471022129, -0.0524011068046093, 0.01697712019085884, -0.0027412117924541235, -0.011076213791966438, -0.0022133002057671547, -0.04193548113107681, 0.03486296534538269, 0.03249150514602661, 0.012718980200588703, 0.002876443322747946, -0.016915330663323402, 0.018170008435845375, -0.03616378456354141, -0.020133910700678825, 0.005486990790814161, 0.019896507263183594, 0.03629129379987717, -0.033828254789114, 0.005431942641735077, -0.0728754997253418, -0.0008321744971908629, 0.00259716110303998, -0.009248646907508373, -0.06083403527736664, -0.011216874234378338, -0.0036118824500590563, -0.015175219625234604, 0.02009444497525692, 0.025119053199887276, -0.00013180923997424543, 0.004394588991999626, 0.028578706085681915, -0.055559273809194565, 0.019475076347589493, -0.0369994230568409, -0.07525311410427094, -0.03781699389219284, 0.00405074143782258, 0.01276420895010233, -0.03898939862847328, 0.020724978297948837, -0.008553683757781982, -0.006226809695363045, 0.056647155433893204, 0.0006910859956406057, -0.016706515103578568, -0.019677840173244476, 0.025971096009016037, 0.02730654366314411, 0.008254515938460827, -0.031674716621637344, 0.011896017007529736, -0.03395133465528488, -0.020302053540945053, -0.014095271937549114, 0.02473079413175583, -0.02492508850991726, -0.025329025462269783, -0.002177744172513485, 0.009503797627985477, -0.0830354392528534, -0.03323739767074585, -0.024212516844272614, 0.0170888788998127, 0.03588086739182472, -0.022159934043884277, 0.004710734821856022, 0.005974849220365286, 0.010489854030311108, 0.012901543639600277, 0.013434943743050098, -0.05555569753050804, 0.01020833570510149, 0.010752145200967789, -0.0009672441519796848, 0.011045584455132484, -0.018398258835077286, 0.053985804319381714, 0.025683965533971786, 0.0009567999513819814, -0.033354539424180984, 0.0011352752335369587, -0.0016163834370672703, 0.03232515603303909, 0.037047043442726135, 0.006738139316439629, 0.021912261843681335, -0.03469923511147499, -0.026188943535089493, -0.0283459834754467, -0.021309321746230125, -0.011057081632316113, 0.00007042338256724179, -0.036626800894737244, -0.06887232512235641, 0.03838618844747543, 0.022536136209964752, 0.018916519358754158, 0.026125658303499222, -0.013552994467318058, 0.010156223550438881, -0.051008813083171844, 0.028748441487550735, 0.06614966690540314, -0.07517282664775848, -0.00785304419696331, -0.026850203052163124, 0.00954821240156889, 0.006032594013959169, -0.01496337354183197, -0.018245011568069458, -0.015597197227180004, -0.023010041564702988, 0.01892952062189579, -0.09229287505149841, -0.020748035982251167, -0.04721139371395111, 0.040051914751529694, -0.00690032821148634, -0.0023397686891257763, -0.031308602541685104, -0.013221248053014278, -0.015555511228740215, -0.023030703887343407, 0.007343122269958258, -0.03117903135716915, -0.02999461255967617, -0.006680462975054979, -0.044660694897174835, -0.0068802484311163425, -0.01581309735774994, 0.04423225298523903, 0.012587366625666618, -0.041425805538892746, -0.00503968633711338, -0.026833930984139442, -0.006349954288452864, 0.019627971574664116, 0.04324854910373688, 0.005961894057691097, -0.007137442007660866, -0.026255490258336067, -0.006806021556258202, -0.024228760972619057, 0.015903638675808907, -0.0054149809293448925, -0.010621258988976479, 0.03212546557188034, 0.057038482278585434, 0.0015641619684174657, 0.02353210374712944, -0.00927733350545168, -0.003185802372172475, 0.037914738059043884, -0.06073908507823944, -0.01601775363087654, -0.011628294363617897, -0.049831781536340714, -0.004728519823402166, 0.018584925681352615, 0.013719083741307259, -0.06412497162818909, 0.03948467597365379, 0.03609190136194229, 0.04949314147233963, 0.0322970375418663, 0.02640983834862709, 0.027846701443195343, -0.055284980684518814, 0.001215663505718112, -0.07234770059585571, -0.019810618832707405, 0.011815086007118225, -0.005313444416970015, -0.011445192620158195, 0.016715532168745995, -0.027638696134090424, 0.03746652603149414, -0.0854036808013916, -0.010587471537292004, 0.06180451437830925, -0.028248103335499763, 0.0005243602208793163, 0.027853699401021004, -0.07287922501564026, 0.021258695051074028, 0.008041984401643276, -0.0429723747074604, -0.011177008040249348, -0.026966512203216553, 0.0734916552901268, 0.00484345993027091, 0.0010653188219293952, -0.04290712624788284, -0.008444548584520817, 0.10027393698692322, 0.01122320257127285, 0.012590978294610977, 0.0742531418800354, -0.0010110652074217796, 0.03449316322803497, 0.021276308223605156, 0.01001398079097271, -0.006470946595072746, 0.013283754698932171, -0.02728181891143322, -0.05498673394322395, 0.016012443229556084, -0.004903382621705532, -0.008489923551678658, -0.029445955529808998, 0.04999127611517906, 0.004350092262029648, -0.017953597009181976, -0.07161372900009155, 0.019866423681378365, -0.055280525237321854, -0.013938305899500847, -0.010990018025040627, -0.00041239053825847805, -0.047178369015455246, 0.0527506098151207, -0.0032748442608863115, 0.0025603550020605326, 0.07106169313192368, -0.004248957149684429, -0.012509246356785297, -0.031075449660420418, 0.09909642487764359, 0.06905931979417801, 0.091517873108387, 0.0036581936292350292, 0.07563326507806778, -0.01227635145187378, -0.04189816117286682, 0.013577058911323547, -0.011426270939409733, 0.009434163570404053, -0.020176272839307785, 0.03554116189479828, 0.05074842646718025, -0.024866893887519836, 0.054801277816295624, -0.009389013051986694, -0.03541038930416107, -0.0006573865539394319, 0.026873880997300148, 0.020220743492245674, 0.07655251771211624, 0.018767094239592552, 0.0480155274271965, -0.010291687212884426, -0.06696327030658722, 0.05116293579339981, -0.015185353346168995, -0.006153643596917391, 0.017615780234336853, -0.01948336698114872, 0.03329028934240341, 0.009615730494260788, 0.007187562994658947, 0.06094313785433769, -0.02361666038632393, 0.018876580521464348, -0.017156410962343216, 0.045041751116514206, -0.007852778770029545, 0.03072415292263031, -0.022314341738820076, 0.01571708917617798, -0.0006693467148579657, -0.04392372444272041, -0.017155226320028305, -0.003128855023533106, -0.009663647040724754, 0.027710670605301857, -0.02054573781788349, 0.04587347432971001, 0.020969387143850327, 0.010135912336409092, -0.026583299040794373, -0.054882775992155075, -0.025996556505560875, -0.042180195450782776, -0.024446243420243263, 0.01664409600198269, 0.02330409735441208, 0.004699815064668655, -0.029953785240650177, -0.01250957977026701, -0.006680918391793966, -0.03190147504210472, 0.029027460142970085, -0.05438847839832306, -0.012448042631149292, -0.00396804278716445, 0.031499091535806656, 0.00826936773955822, 0.012897680513560772, 0.03488875553011894, 0.009124522097408772, -0.010924487374722958, -0.014257604256272316, 0.027393348515033722, 0.03749817982316017, -0.010674715973436832, -0.00462197745218873, -0.06388144940137863, 0.0023386054672300816, 0.033114995807409286, 0.0008559574489481747, -0.07273547351360321, -0.006225401535630226, 0.024998048320412636, -0.010219824500381947, 0.038951218128204346, -0.00003610601925174706, 0.031075967475771904, -0.04537894204258919, 0.005203507840633392, 0.021203849464654922, 0.027205968275666237, 0.03942454978823662, -0.03726045414805412, 0.07811757177114487, -0.013296939432621002, 0.008897216059267521, -0.02343856543302536, -0.0003222291707061231, 0.0019433365669101477, 0.00407446501776576, -0.016094431281089783, -0.03647435083985329, -0.01261914987117052, -0.06794048845767975, -0.04768984019756317, 0.02289913408458233, -0.007212785538285971, -0.028086405247449875, 0.04670579731464386, -0.020037053152918816, -0.020279793068766594, 0.015091966837644577, -0.04224187508225441, 0.03645411878824234, -0.028712738305330276, -0.0027987095527350903, 0.022909479215741158, 0.008081352338194847, 0.006306568160653114, -0.026128655299544334, -0.008058151230216026, -0.04445856064558029, 0.014072740450501442, -0.009140151552855968, 0.01832006126642227, 0.05820656195282936, -0.014594178646802902, -0.0008745340164750814 ]
[ -0.08603373914957047, -0.004834319930523634, 0.016201090067625046, -0.02468477003276348, 0.009629092179238796, -0.026086105033755302, -0.0062672849744558334, 0.017560694366693497, 0.0004953080788254738, -0.016267331317067146, 0.020202916115522385, -0.016263695433735847, -0.000045363340177573264, 0.00744225736707449, 0.0765913873910904, 0.011185390874743462, -0.0018273253226652741, -0.06222747266292572, 0.006792084779590368, 0.012041035108268261, 0.00604253588244319, -0.03076993301510811, -0.03888702392578125, 0.006672574207186699, 0.013287716545164585, 0.0218080785125494, 0.0356278158724308, -0.032166264951229095, 0.0003919463779311627, -0.18378640711307526, 0.0017879732185974717, 0.01349521055817604, 0.022463848814368248, -0.014146963134407997, 0.006975769996643066, 0.08112479001283646, 0.004861822351813316, 0.036234818398952484, -0.002894439734518528, 0.031598009169101715, 0.014262901619076729, 0.01344054751098156, -0.04145414009690285, -0.03849329426884651, 0.02731011062860489, 0.0010097314370796084, -0.0014311587437987328, -0.042008545249700546, -0.0015355430077761412, 0.01663089543581009, -0.06198515743017197, -0.03390008211135864, -0.030573124065995216, -0.01465705968439579, -0.003980496898293495, 0.01994568482041359, 0.047371506690979004, 0.038585156202316284, 0.03571629151701927, 0.03640696778893471, 0.02905648946762085, -0.024249808862805367, -0.13025657832622528, 0.09805328398942947, 0.04992276057600975, 0.052232153713703156, -0.049916625022888184, -0.0008494065259583294, 0.0012429660419002175, 0.10957322269678116, -0.014798012562096119, -0.0027219518087804317, -0.025351351127028465, 0.06906402111053467, 0.02707468345761299, -0.004321287851780653, -0.010751633904874325, 0.036997124552726746, -0.005620910320430994, -0.04233227297663689, -0.049377769231796265, 0.007717799860984087, -0.02074887976050377, 0.014855488203465939, -0.062329381704330444, 0.03990110382437706, -0.02268349751830101, 0.035168398171663284, 0.045089222490787506, 0.022593045607209206, 0.06129452586174011, -0.0028123129159212112, 0.030341172590851784, 0.0052851843647658825, -0.1020255982875824, -0.04742203652858734, -0.018937690183520317, 0.027284665033221245, -0.07428350299596786, 0.45344701409339905, -0.011618427000939846, -0.03362603113055229, 0.07190641760826111, 0.027345987036824226, -0.010212753899395466, 0.01249132864177227, 0.018332624807953835, -0.0746307298541069, 0.00021983165061101317, -0.02540808543562889, 0.012644343078136444, 0.019854888319969177, 0.03750200197100639, -0.054059430956840515, 0.03944635018706322, 0.03245695307850838, 0.02583286166191101, 0.02126363292336464, -0.018598638474941254, -0.01877339743077755, -0.018098361790180206, 0.0262291319668293, 0.0074114492163062096, -0.005639600567519665, -0.03012252412736416, -0.06164247542619705, 0.04620795324444771, 0.01990121603012085, 0.0209750197827816, -0.024694086983799934, 0.03329113870859146, -0.044323235750198364, -0.03711387515068054, 0.010555524379014969, 0.010509359650313854, 0.022637588903307915, 0.0543750524520874, -0.0282721146941185, 0.0292896069586277, 0.021966656669974327, 0.015435759909451008, -0.0026863357052206993, 0.0019828188233077526, -0.018890229985117912, -0.010035401210188866, 0.09598026424646378, 0.042622920125722885, -0.04420609027147293, 0.009216709062457085, -0.01735629141330719, -0.027869880199432373, 0.02218807116150856, 0.004804586060345173, -0.06735536456108093, 0.04158934950828552, -0.003196393372491002, 0.09034185111522675, -0.006561203859746456, -0.06383145600557327, 0.0033926803153008223, 0.004844123963266611, -0.017527427524328232, -0.05891497805714607, -0.0012323381379246712, 0.05930675193667412, -0.08973602205514908, -0.019718673080205917, 0.006901126820594072, 0.013835311867296696, -0.06662540137767792, -0.004195720423012972, 0.02730260044336319, -0.04795635864138603, -0.01732616499066353, 0.058914873749017715, -0.014812903478741646, -0.04642494022846222, 0.0306522399187088, 0.03734665364027023, 0.03536529466509819, 0.018347766250371933, 0.0048141879960894585, -0.004148421809077263, 0.009188915602862835, -0.03784375637769699, -0.09941061586141586, -0.018846340477466583, -0.0076540797017514706, -0.008908050134778023, -0.022519182413816452, -0.013903764076530933, -0.028887271881103516, -0.0614347904920578, 0.10621221363544464, -0.028537558391690254, -0.03999297693371773, 0.025432707741856575, -0.014653348363935947, -0.046938780695199966, -0.02516765519976616, -0.06706447154283524, -0.007476873695850372, -0.05178505927324295, 0.016266901046037674, -0.05742591992020607, 0.03716497868299484, 0.04863915219902992, -0.039079781621694565, 0.10291726142168045, 0.05638450011610985, -0.025172339752316475, -0.03210931643843651, 0.015955699607729912, 0.0197252556681633, 0.0028926613740622997, 0.005840419791638851, 0.001431108103133738, 0.014483296312391758, 0.019714821130037308, -0.0037962421774864197, -0.005656098481267691, -0.014826646074652672, -0.025028571486473083, -0.3299759030342102, -0.03607805818319321, -0.01809784024953842, -0.011625707149505615, 0.011675536632537842, -0.03908505663275719, 0.01934134028851986, 0.0007383027696050704, -0.016052430495619774, -0.03303604945540428, 0.06863174587488174, -0.0666937530040741, 0.020946484059095383, -0.08199954032897949, -0.0011781356297433376, -0.00522103626281023, -0.05501667410135269, -0.04132410138845444, -0.011306848376989365, 0.021993130445480347, 0.027309907600283623, -0.0177974384278059, -0.02873273380100727, -0.04767981171607971, -0.018863752484321594, -0.022779731079936028, 0.11231299489736557, 0.030451960861682892, 0.06442096829414368, -0.04595038294792175, 0.04186181724071503, 0.003501949133351445, 0.03180224820971489, -0.10947562009096146, -0.010865749791264534, -0.0031982490327209234, -0.0027167159132659435, -0.04684232547879219, -0.0005729220574721694, -0.024983000010252, -0.06920173019170761, 0.03752098232507706, -0.06537079066038132, -0.04015260562300682, -0.1010165810585022, 0.009705625474452972, -0.022057177498936653, -0.027697227895259857, -0.008032351732254028, 0.06692269444465637, 0.010121018625795841, 0.002488075289875269, -0.0061250729486346245, -0.005499832797795534, -0.02258417196571827, -0.014351611956954002, -0.07644939422607422, 0.03038623183965683, -0.014522606506943703, -0.019153470173478127, 0.011173587292432785, 0.07231948524713516, 0.03484240919351578, -0.03616151586174965, -0.003271908964961767, 0.029712043702602386, 0.005464610643684864, 0.011844703927636147, 0.024045534431934357, 0.008323268964886665, -0.006267356686294079, 0.07607937604188919, -0.0030529408250004053, -0.04256363958120346, 0.02291938103735447, 0.01990513876080513, -0.007773762568831444, 0.04927823320031166, 0.007202664855867624, -0.015102897770702839, -0.002073788782581687, -0.043277524411678314, 0.02687525935471058, -0.021326357498764992, -0.025818174704909325, 0.03502030298113823, -0.0005327120306901634, -0.07507141679525375, 0.09569092839956284, 0.022678140550851822, -0.012831122614443302, 0.04226837679743767, -0.007998133078217506, -0.009292944334447384, 0.09056524187326431, -0.0060791983269155025, -0.24973511695861816, 0.02814134769141674, 0.048255108296871185, 0.06944411993026733, -0.0035387955140322447, 0.010015718638896942, 0.011063325218856335, -0.018717799335718155, 0.02670161798596382, 0.04397197440266609, 0.022608501836657524, 0.03895433247089386, -0.025993993505835533, 0.007341687101870775, 0.01676754653453827, -0.009918845258653164, 0.03738172724843025, 0.020281683653593063, 0.012612537480890751, -0.03481483459472656, 0.016982337459921837, 0.0015437291003763676, 0.17435698211193085, 0.03632369637489319, 0.0017478480003774166, 0.006531442049890757, 0.017419900745153427, -0.002196422778069973, 0.027943238615989685, -0.0062032900750637054, 0.01047710794955492, -0.006647579371929169, -0.002007067436352372, 0.013353914953768253, 0.02946016937494278, -0.0678662583231926, -0.03724733367562294, 0.05278772860765457, 0.05116227641701698, 0.019892355427145958, 0.02316371537744999, 0.013716064393520355, -0.025387829169631004, 0.027348753064870834, 0.06677529215812683, 0.0029419863130897284, -0.02639920823276043, -0.033707983791828156, -0.08757250010967255, 0.0009497964638285339, -0.013770882040262222, -0.04456423223018646, 0.014068934135138988, -0.0075279707089066505, 0.02786351554095745, 0.07802145183086395, 0.015851864591240883, -0.020761288702487946, 0.009452499449253082, 0.009287165477871895, -0.01518021710216999, -0.007788985036313534, 0.1109500378370285, 0.00566783407703042, 0.035006649792194366 ]
[ 0.019113905727863312, -0.007313618436455727, 0.05318765342235565, 0.027116652578115463, 0.022765375673770905, 0.025487259030342102, -0.0038074154872447252, 0.019908614456653595, 0.00847464520484209, 0.05488664656877518, -0.01280300784856081, 0.0141378715634346, -0.01329847052693367, 0.008330512791872025, 0.005278271622955799, -0.011807708069682121, 0.024181300774216652, -0.015750661492347717, 0.02633400820195675, 0.005915499292314053, -0.013340016826987267, -0.022886184975504875, -0.00878144707530737, 0.005589690525084734, -0.041745930910110474, 0.004309042822569609, -0.02838900126516819, -0.027911614626646042, 0.027899328619241714, -0.15738491714000702, -0.03483728691935539, -0.011645220220088959, -0.011005500331521034, -0.0031531944405287504, 0.016607416793704033, 0.044492676854133606, 0.009231936186552048, -0.010578492656350136, -0.02054346725344658, -0.0017385288374498487, 0.013738918118178844, -0.03003617748618126, -0.00468068104237318, 0.0034135596361011267, 0.010753635317087173, 0.012972911819815636, -0.012196026742458344, -0.07425430417060852, -0.015118810348212719, -0.04682920128107071, -0.02245796099305153, -0.025755109265446663, -0.006447774823755026, -0.019375966861844063, 0.008286154828965664, -0.01342046819627285, 0.012080167420208454, -0.016349105164408684, 0.03358132019639015, 0.012729833833873272, 0.011503897607326508, -0.026183445006608963, -0.02903512865304947, -0.024578548967838287, -0.0014855089830234647, -0.011667696759104729, 0.013202744536101818, 0.0025053645949810743, -0.030577782541513443, 0.0063060736283659935, -0.0033163942862302065, 0.04073140770196915, -0.024101359769701958, -0.0004975529736839235, -0.004857564810663462, -0.011337164789438248, -0.02343689650297165, -0.011425819247961044, -0.0019002993358299136, -0.01290361862629652, -0.04012008011341095, 0.03121374361217022, -0.016122916713356972, -0.004545051138848066, -0.0010156779317185283, 0.02080533280968666, -0.007329057902097702, -0.0011952236527577043, 0.046802230179309845, -0.01332621369510889, -0.00043285355786792934, 0.021157102659344673, 0.01843200996518135, -0.0035056378692388535, -0.09623212367296219, -0.029965581372380257, -0.004976836033165455, 0.006023571826517582, -0.04440566524863243, 0.8461574912071228, 0.021672600880265236, 0.049537159502506256, 0.019805176183581352, 0.03562191128730774, 0.015124260447919369, 0.0028596282936632633, 0.002434020396322012, -0.03159726411104202, -0.03408855199813843, -0.002327631926164031, 0.0066656144335865974, 0.01962902955710888, 0.01664082333445549, 0.012678299099206924, 0.023088602349162102, 0.027247607707977295, 0.00824466347694397, -0.006467542145401239, -0.014063786715269089, 0.035108037292957306, 0.043925199657678604, -0.01683039776980877, 0.0014906920259818435, 0.001224605250172317, 0.010370781645178795, -0.16671571135520935, -0.00041455571772530675, -7.675270610207136e-33, 0.08235792815685272, -0.003704992588609457, 0.01512955967336893, 0.0007467399118468165, -0.0067706056870520115, -0.04974319040775299, 0.020476259291172028, 0.022961273789405823, -0.02046356350183487, -0.0018386483425274491, 0.008602948859333992, -0.0016660448163747787, 0.016537828370928764, -0.006979971658438444, 0.050057291984558105, -0.01187155768275261, -0.008624962531030178, 0.03383283317089081, -0.01069097314029932, 0.025259844958782196, -0.00303583568893373, 0.025827772915363312, -0.022233225405216217, -0.00004111134330742061, 0.050239816308021545, -0.003967899363487959, 0.010920758359134197, -0.025383222848176956, -0.021196041256189346, -0.03850800171494484, -0.07444518059492111, 0.01855465956032276, -0.02114167995750904, -0.009796475060284138, -0.032088473439216614, -0.05859709903597832, -0.009439798071980476, -0.0007855469593778253, 0.0031601518858224154, -0.029584180563688278, -0.017654970288276672, -0.0050034592859447, -0.0229649618268013, -0.017804378643631935, 0.0066126431338489056, 0.003496224293485284, 0.04063088819384575, 0.03442312404513359, 0.021653123199939728, -0.0017860612133517861, 0.006929989904165268, 0.030429329723119736, -0.0023883343674242496, -0.03814203292131424, 0.013787340372800827, 0.0018816142110154033, 0.04875953122973442, -0.01748891919851303, -0.004623290617018938, 0.029267797246575356, 0.025423618033528328, -0.0016377365682274103, -0.032956309616565704, 0.04563025012612343, -0.019489798694849014, -0.001278592157177627, -0.009518275037407875, 0.019057659432291985, 0.009679362177848816, -0.011944842524826527, -0.05034761130809784, -0.003101498121395707, 0.02184045873582363, -0.023213401436805725, 0.034543443471193314, 0.001826407155022025, -0.006778123322874308, -0.009134049527347088, -0.06589096039533615, 0.017253752797842026, 0.0025317019317299128, -0.02333800122141838, -0.010071799159049988, -0.021807102486491203, 0.00010402770567452535, 0.013402903452515602, 0.047038815915584564, 0.01408760529011488, -0.01591552421450615, -0.004009466152638197, 0.011470691300928593, -0.023824401199817657, 0.0023270444944500923, -0.013823461718857288, -0.05371534451842308, 8.474866112207442e-33, 0.010716398246586323, -0.0008397618075832725, -0.012104390189051628, -0.0072084148414433, 0.03258178010582924, 0.004390773829072714, 0.02429470419883728, 0.01115028653293848, -0.06739910691976547, 0.029453041031956673, -0.04034366086125374, -0.015054679475724697, -0.045198868960142136, 0.024566229432821274, 0.013064331375062466, 0.009818069636821747, 0.030618757009506226, 0.018579306080937386, -0.01888086274266243, -0.01121240109205246, 0.010677090846002102, 0.01974407210946083, 0.006264276336878538, 0.011436273343861103, 0.054088857024908066, 0.060879699885845184, 0.012508902698755264, 0.012897331267595291, -0.008943739347159863, 0.016953373327851295, -0.015973882749676704, -0.030427325516939163, 0.009803389199078083, 0.006353968754410744, -0.01393684558570385, -0.0016036026645451784, -0.029200445860624313, -0.01257145032286644, -0.03524105250835419, -0.011015801690518856, -0.008938648737967014, 0.0356605239212513, 0.026387812569737434, 0.019604148343205452, -0.017203841358423233, -0.01714601367712021, -0.014019663445651531, 0.022333936765789986, -0.014084236696362495, -0.024155350401997566, -0.000977492774836719, 0.010547854006290436, 0.01817614957690239, -0.0001091224912670441, -0.013304140418767929, -0.009593533352017403, -0.017320767045021057, -0.0056588961742818356, -0.004220624919980764, -0.008491664193570614, 0.005938909016549587, 0.0029248548671603203, -0.008661242201924324, -0.004724468570202589, -0.0023146772291511297, 0.01308255735784769, 0.011028775945305824, 0.00942166242748499, -0.026907099410891533, 0.028047356754541397, -0.0407596118748188, 0.0024565209168940783, 0.015449967235326767, 0.05744421109557152, 0.01792738027870655, -0.008252101019024849, -0.021184097975492477, -0.00818883627653122, -0.020568326115608215, 0.039210256189107895, 0.018759770318865776, -0.022347204387187958, 0.0004970640875399113, -0.024178396910429, -0.0021175334695726633, 0.044422030448913574, -0.0371701717376709, 0.03037230484187603, 0.02056366577744484, 0.007111560087651014, -0.011176779866218567, -0.007538377307355404, 0.03018813021481037, 0.02925613895058632, -0.02143845148384571, -1.3357452921525237e-8, 0.04065607115626335, -0.014212477020919323, -0.004587146919220686, 0.036679379642009735, 0.0018480895087122917, -0.007892543449997902, -0.028656665235757828, -0.017526134848594666, -0.025030074641108513, 0.029467811807990074, 0.03294675424695015, -0.032939255237579346, -0.010589159093797207, 0.037669144570827484, 0.050799209624528885, -0.03874394670128822, 0.010642037726938725, 0.011068792082369328, 0.028219208121299744, 0.012557949870824814, 0.0320955291390419, 0.0595744326710701, -0.01718014106154442, 0.00935947522521019, 0.004038998391479254, -0.01099857222288847, -0.015327763743698597, -0.05296807363629341, 0.019500957801938057, 0.013383978977799416, 0.011089218780398369, -0.019227759912610054, -0.0331634022295475, 0.0389118529856205, -0.010081043466925621, -0.01308257132768631, 0.025461671873927116, 0.015728047117590904, 0.014781760051846504, 0.008642205037176609, -0.0206849854439497, 0.007549706380814314, -0.0031625789124518633, -0.011232211254537106, -0.014311463572084904, 0.006139875389635563, -0.04959135875105858, -0.041186291724443436, 0.046307917684316635, -0.03956979140639305, -0.016102705150842667, -0.0066909403540194035, 0.008880727924406528, 0.04195122420787811, -0.00032631054637022316, 0.011616592295467854, 0.009488928131759167, -0.0199312511831522, -0.031412843614816666, -0.005904762074351311, 0.01959899626672268, 0.03247122839093208, -0.007447042968124151, -0.0075427694246172905 ]
dependency-tasks
https://markhneedham.com/blog/2008/08/12/dependency-tasks
false
2008-08-12 22:37:27
Getting the current working directory from DOS or Batch file
[ "batch-scripts", "dos" ]
[ "Build", "Batch Scripting" ]
In the world of batch files I've been trying for ages to work out how to get the current/present working directory to make the batch script I'm working on a bit more flexible. In Unix it's easy, just call 'pwd' and you have it. I wasn't expecting something that simple in Windows but it is! A call to 'cd' is all that's needed. If you need to set it in a batch script the following line does the trick:+++<table class="CodeRay" border="0">++++++<tbody>++++++<tr>++++++<td class="line_numbers" title="click to toggle" onclick="with (this.firstChild.style) { display = (display == '') ? 'none' : '' }">++++++<pre>++++++<tt>++++++</tt>+++~~~ </td> +++<td class="code">++++++<pre ondblclick="with (this.style) { overflow = (overflow == 'auto' || overflow == '') ? 'visible' : 'auto' }">+++set WORKING_DIRECTORY=%cd%~~~ </td> </tr> </tbody></table> I was surprised that something so simple (I do now feel like an idiot) wasn't easier to find on Google. I ended up going via Experts Exchange (how they end up with such high search results when you have to pay to see the information is beyond me) and several other +++<a href="http://www.codeguru.com/forum/archive/index.php/t-96124.html">+++verbose ways+++</a>+++ of solving the problem before finally coming across +++<a href="http://blogs.msdn.com/oldnewthing/archive/2005/01/28/362565.aspx">+++this article+++</a>+++ which explained it.+++</pre>++++++</td>++++++</pre>++++++</td>++++++</tr>++++++</tbody>++++++</table>+++
null
null
[ -0.0046631768345832825, 0.004281980451196432, -0.027789538726210594, 0.03450910001993179, 0.0707751139998436, -0.0004294307145755738, 0.0018577392911538482, 0.05085175484418869, 0.009278875775635242, -0.03396245092153549, -0.009285555221140385, 0.010152437724173069, -0.047260984778404236, -0.015990791842341423, -0.011498652398586273, 0.06887689232826233, 0.09538116306066513, -0.019635772332549095, 0.03352108970284462, -0.012193105183541775, 0.029107244685292244, 0.06308289617300034, -0.035780325531959534, 0.02341674640774727, 0.011035378091037273, 0.016123320907354355, 0.0016533585730940104, -0.02021515928208828, -0.08241716027259827, -0.01791084185242653, 0.038974352180957794, -0.023792382329702377, 0.028100641444325447, -0.015376407653093338, 0.03356707841157913, -0.019856177270412445, -0.00958978570997715, -0.00910153053700924, 0.0060905152931809425, 0.013664971105754375, -0.07461986690759659, 0.013659198768436909, -0.011734734289348125, 0.03398405387997627, -0.03990597650408745, 0.02017481066286564, -0.04613053798675537, 0.007463294081389904, -0.01726403459906578, -0.011791852302849293, -0.024983225390315056, 0.045005377382040024, -0.023192958906292915, -0.02542675845324993, 0.01107700727880001, 0.0330529622733593, 0.01148309838026762, -0.07132861763238907, 0.010642154142260551, -0.03704850748181343, 0.012851222418248653, -0.006003970745950937, -0.007417863234877586, 0.025492878630757332, 0.013212209567427635, -0.025425691157579422, 0.004650712478905916, 0.035659853368997574, -0.04152607172727585, -0.015379981137812138, -0.0033028803300112486, 0.0016901545459404588, -0.02316426858305931, -0.03697972744703293, 0.0014448442962020636, -0.02421741560101509, -0.027222508564591408, 0.023141320794820786, 0.011044896207749844, 0.08299608528614044, -0.027561165392398834, 0.019469620659947395, 0.025053653866052628, 0.023808958008885384, 0.008773178793489933, -0.03756198287010193, -0.0008510943152941763, -0.012392035685479641, -0.02710963413119316, 0.057754997164011, -0.016495347023010254, -0.059466246515512466, 0.02486378699541092, 0.04084513708949089, -0.010190051980316639, -0.020133044570684433, 0.007973486557602882, 0.015380755998194218, 0.021531887352466583, -0.003304010722786188, -0.061006709933280945, -0.00901803094893694, 0.024879466742277145, 0.027124902233481407, -0.06574105471372604, 0.016707029193639755, -0.038749877363443375, 0.0001958284992724657, -0.005440753418952227, -0.004369416739791632, -0.020395010709762573, 0.021290823817253113, -0.008996115997433662, -0.014326844364404678, -0.07187175750732422, 0.058033160865306854, 0.020124610513448715, -0.030682887881994247, 0.031943950802087784, 0.039857544004917145, 0.02443750575184822, 0.05447216331958771, -0.020054347813129425, 0.08434727787971497, 0.006538358051329851, 0.007244910579174757, 0.004614136181771755, 0.04429399222135544, 0.004319963976740837, -0.07358741760253906, -0.00014803532394580543, 0.06071333959698677, 0.013185182586312294, 0.002940475009381771, 0.008581561036407948, -0.022374412044882774, -0.0322079211473465, -0.01820281147956848, 0.06604274362325668, 0.017963623628020287, -0.000015861422070884146, -0.010837573558092117, -0.005236598197370768, 0.007802450563758612, 0.03816542774438858, 0.005840295925736427, -0.015313575975596905, -0.029382195323705673, -0.06994634866714478, 0.03315636143088341, 0.013915091753005981, 0.021579746156930923, 0.05646076425909996, -0.050424639135599136, -0.01096199732273817, 0.09296099096536636, 0.030665352940559387, 0.0036228238604962826, -0.008886841125786304, 0.020121153444051743, 0.027362827211618423, 0.02402493730187416, 0.00013523138477467, 0.05082263797521591, -0.02511945366859436, -0.03450268507003784, -0.0016651948681101203, 0.034139297902584076, -0.0122684920206666, 0.018099436536431313, -0.04800564795732498, -0.06586446613073349, 0.06481833010911942, -0.036103345453739166, -0.007340776268392801, 0.020614134147763252, 0.08342371881008148, 0.024472631514072418, 0.021430455148220062, 0.017779871821403503, -0.06931523233652115, 0.041615866124629974, 0.014985396526753902, 0.030274661257863045, 0.029263997450470924, -0.013079329393804073, 0.10046114027500153, 0.020442482084035873, 0.02656143717467785, 0.043918851763010025, -0.08028589934110641, -0.07902496308088303, -0.057031676173210144, -0.001150084543041885, 0.047717154026031494, -0.0277408454567194, -0.014048214070498943, 0.058081451803445816, 0.03865930810570717, 0.05508255213499069, 0.0007055944879539311, 0.01239545363932848, 0.04524615779519081, -0.06457627564668655, -0.05319013446569443, 0.02156561240553856, 0.05892651528120041, -0.007036569528281689, -0.0031115817837417126, 0.027468372136354446, 0.012643211521208286, -0.010618442669510841, 0.036261044442653656, -0.003968984819948673, 0.05143194645643234, 0.03022768348455429, 0.05356798321008682, -0.04299444705247879, 0.04469864442944527, -0.06789709627628326, 0.004547153599560261, 0.010331032797694206, -0.03674134984612465, 0.01856372319161892, 0.011786206625401974, 0.11937921494245529, 0.052000753581523895, -0.03078143671154976, -0.010972016490995884, 0.004883475136011839, 0.016959993168711662, -0.04852947220206261, -0.004551015328615904, 0.01607527583837509, -0.01886538602411747, 0.03325958177447319, -0.051195934414863586, -0.044285163283348083, -0.013263004831969738, -0.010606410913169384, 0.0014709990937262774, 0.05017349123954773, -0.0022765935864299536, 0.04982921481132507, 0.005076835863292217, -0.040722042322158813, 0.02276666648685932, -0.018238121643662453, -0.0430135652422905, -0.014627238735556602, 0.02796800807118416, -0.0010946241673082113, 0.04250480607151985, -0.05559244751930237, 0.0005652028485201299, -0.00337006663903594, -0.03211148828268051, -0.00037638787762261927, 0.016131684184074402, 0.0629003569483757, -0.03856769949197769, 0.06268543004989624, 0.032643869519233704, 0.03045753203332424, -0.016283266246318817, -0.0572117418050766, -0.02209814265370369, 0.020635508000850677, 0.0018639682093635201, 0.024325566366314888, -0.0031865560449659824, 0.030647195875644684, 0.0020033656619489193, -0.008769450709223747, 0.011561497114598751, -0.019552044570446014, 0.04685415327548981, 0.015462811104953289, -0.02561427466571331, -0.03662072494626045, -0.011224250309169292, 0.017667599022388458, -0.03443051129579544, -0.022580698132514954, 0.008463091216981411, -0.04718751460313797, 0.0464833565056324, -0.07670389115810394, -0.06536247581243515, -0.011109046638011932, -0.018155021592974663, 0.01363980770111084, -0.009319356642663479, 0.02227882295846939, 0.05141836777329445, 0.0010587297147139907, 0.01803143322467804, -0.008614164777100086, -0.002478944370523095, 0.05014348775148392, 0.032107509672641754, 0.0066881002858281136, 0.04207626357674599, 0.0011337643954902887, -0.022128742188215256, -0.05204343795776367, 0.00816434621810913, -0.024973716586828232, -0.27529987692832947, 0.05137544125318527, 0.012638884596526623, -0.037918586283922195, 0.031009847298264503, -0.0266578271985054, -0.007818696089088917, -0.05036092549562454, -0.02144688554108143, 0.008584790863096714, -0.06547082960605621, -0.0489022433757782, -0.014407463371753693, 0.022178037092089653, -0.019168276339769363, 0.010788255371153355, 0.03495592623949051, -0.023878293111920357, 0.01465892605483532, 0.03074975125491619, -0.024275686591863632, -0.05378587171435356, 0.028672758489847183, 0.05096149072051048, 0.04549131169915199, 0.07588375359773636, -0.04917650669813156, 0.05752882361412048, -0.043220046907663345, -0.021207360550761223, 0.023827577009797096, 0.0012563829077407718, -0.013336221687495708, 0.010140350088477135, -0.04021552950143814, -0.02018778771162033, 0.06262744963169098, 0.0061697582714259624, 0.01419394463300705, -0.02732609584927559, -0.00898425467312336, -0.020880870521068573, -0.0035462083760648966, 0.01339336670935154, 0.05569833144545555, -0.019266976043581963, -0.04425044730305672, -0.0007486000540666282, -0.04347463324666023, 0.06272266060113907, -0.02206297405064106, -0.04451873153448105, -0.010698621161282063, 0.021588247269392014, 0.018542634323239326, -0.04081782326102257, 0.014131344854831696, 0.006887760479003191, -0.014714634977281094, -0.007747890893369913, -0.011438178829848766, -0.04926314577460289, -0.032037943601608276, -0.04636293649673462, 0.02451089397072792, -0.05430218577384949, -0.06767956912517548, -0.018936283886432648, 0.07797713577747345, 0.0408632792532444, -0.008798510767519474, 0.007731348741799593, -0.009924057871103287, -0.10084721446037292, 0.007834630087018013, 0.007305196952074766, -0.04701818525791168, -0.03595522791147232, -0.025811854749917984, 0.04493534192442894, -0.03530469536781311, -0.04789334535598755, 0.05576091632246971, 0.012446527369320393, -0.007368822582066059, -0.04039343073964119, 0.04227351397275925, 0.01697196252644062, -0.02370397187769413, -0.0022418941371142864, 0.09688296169042587, -0.027602573856711388, -0.018949586898088455, -0.012875421904027462, 0.005431618075817823, 0.014585724100470543, 0.026009075343608856, 0.0025070628616958857, 0.024352898821234703, 0.018415316939353943, 0.05969571694731712, -0.03265191987156868, 0.02061372995376587, -0.034534141421318054, 0.008875494822859764, -0.03126491233706474, -0.04209026321768761, 0.05489037185907364, 0.012002850882709026, 0.03192003443837166, -0.024014800786972046, -0.02995169535279274, -0.0035616918466985226, -0.052661214023828506, -0.0010135879274457693, -0.011129532940685749, -0.018755365163087845, 0.011714205145835876, 0.01342831552028656, -0.014827790670096874, -0.052107635885477066, 0.000011235840247536544, 0.016672557219862938, 0.0024407815653830767, -0.04645073041319847, -0.0035999584943056107, 0.01969495788216591, 0.01257462427020073, 0.022972222417593002, -0.008079318329691887, -0.013947069644927979, 0.021066725254058838, 0.023615943267941475, -0.055172279477119446, 0.018187854439020157, -0.048106566071510315, -0.03206855058670044, -0.009831089526414871, 0.00461239367723465, 0.0077536641620099545, -0.029981980100274086, 0.001419775770045817, 0.01751728169620037, 0.027099525555968285, 0.07086849212646484, 0.0204861331731081, 0.009669742546975613, -0.012452883645892143, 0.0016938477056100965, -0.01206557173281908, 0.001620393362827599, -0.06770267337560654, 0.03208911418914795, -0.03733709827065468, -0.011573771014809608, -0.029146527871489525, 0.020811546593904495, -0.02117237076163292, -0.017008589580655098, -0.035970985889434814, -0.00010202833072980866, -0.06724624335765839, 0.01682046614587307, 0.0031976455356925726, -0.0016683898866176605, 0.04918698966503143, 0.003232051618397236, 0.030840901657938957, -0.009347640909254551, 0.03578870743513107, 0.016246143728494644, 0.035566627979278564, -0.040679171681404114, -0.008535932749509811, -0.0005499000544659793, -0.007635466754436493, 0.012915858998894691, 0.036270372569561005, 0.0180191770195961, 0.027559440582990646, 0.024577699601650238, -0.024443436414003372, 0.014519862830638885, 0.018058666959404945, 0.045936468988657, -0.0216339323669672, -0.03281988576054573, 0.017814869061112404, -0.02411038614809513, -0.03094896860420704, -0.04590517282485962, -0.015299500897526741, 0.007253197021782398, -0.0008529197657480836, -0.021067310124635696, -0.08074794709682465, 0.05800921097397804, 0.02162611298263073, -0.00885614100843668, -0.003244081512093544, -0.005897040944546461, -0.01621158979833126, -0.016433632001280785, 0.05296185612678528, 0.06225225329399109, -0.04640631750226021, 0.009181673638522625, -0.007092898245900869, 0.00905008614063263, 0.004754445981234312, 0.026305073872208595, -0.032695602625608444, -0.01763235405087471, -0.02785436436533928, 0.02901476062834263, -0.05938669666647911, -0.041763532906770706, -0.04856646806001663, 0.016006065532565117, -0.03418252617120743, -0.01279116328805685, -0.003954125102609396, 0.022517303004860878, 0.01409275084733963, -0.03761378303170204, -0.006059389561414719, -0.036653608083724976, -0.032675981521606445, 0.021496180444955826, 0.004235686268657446, 0.0006516739958897233, -0.006373003590852022, 0.014344184659421444, 0.022561457008123398, -0.03713058680295944, -0.03821131959557533, -0.019948439672589302, 0.012364771217107773, -0.025262190029025078, 0.04297909885644913, 0.006189181003719568, 0.0009677617345005274, -0.025840867310762405, 0.0032290699891746044, -0.025857796892523766, -0.008205585181713104, -0.03944729268550873, -0.03783665969967842, 0.0011659254087135196, 0.08159860223531723, 0.021361298859119415, 0.023143263533711433, -0.0007436032756231725, -0.03085017390549183, 0.03715848550200462, -0.0807819589972496, -0.03981286659836769, -0.028673019260168076, -0.05513640120625496, 0.06715293973684311, 0.014161908067762852, 0.015899240970611572, -0.06492113322019577, 0.025040872395038605, 0.02152153104543686, 0.003902540309354663, 0.018755612894892693, 0.0010908485855907202, 0.054294317960739136, -0.04563453793525696, -0.012993340380489826, -0.09959341585636139, -0.006324419751763344, -0.005103269591927528, 0.03229565918445587, -0.04966448247432709, 0.02244757115840912, -0.026940152049064636, 0.02027403935790062, -0.0707247331738472, -0.04364202916622162, 0.05413529649376869, 0.015231244266033173, -0.03287071734666824, 0.005820197984576225, -0.050282128155231476, 0.022600190714001656, 0.024880964308977127, -0.021363306790590286, -0.020680176094174385, -0.008973365649580956, 0.06542504578828812, 0.021388543769717216, 0.015849187970161438, -0.05683254078030586, -0.0006003588205203414, 0.08860030025243759, 0.003839390352368355, 0.00044351108954288065, 0.03330255672335625, 0.004177735652774572, 0.035509925335645676, 0.020983422175049782, -0.004729752894490957, 0.0008318586624227464, 0.0015440596034750342, 0.0034329346381127834, -0.03599327802658081, -0.02518019638955593, 0.014685080386698246, -0.0031566359102725983, -0.040294159203767776, 0.06206793710589409, 0.006411139853298664, -0.04378523677587509, -0.03953244164586067, 0.026895707473158836, -0.025303205475211143, -0.02444063127040863, -0.03673684597015381, 0.020857902243733406, -0.023104863241314888, 0.05634089186787605, 0.0012887350749224424, -0.01238634716719389, 0.09039013832807541, -0.017497774213552475, 0.0012862072326242924, 0.02422361634671688, 0.05786285921931267, 0.09288904070854187, 0.029126031324267387, 0.004441312979906797, 0.05033094808459282, -0.0350477434694767, -0.035327352583408356, -0.006261995527893305, -0.02154672145843506, 0.027562180534005165, -0.05763503536581993, -0.018721463158726692, 0.07232910394668579, -0.030141329392790794, 0.08155154436826706, -0.023032760247588158, 0.0007795123965479434, -0.018377261236310005, 0.0033585678320378065, -0.0016678792890161276, 0.03430230915546417, 0.009034344926476479, 0.03208867833018303, -0.018539316952228546, -0.013313837349414825, 0.06673023849725723, -0.024084780365228653, -0.015366990119218826, 0.01373120304197073, 0.009429012425243855, -0.011188141070306301, -0.023156603798270226, 0.03478466719388962, 0.06295827776193619, -0.016130954027175903, -0.015384754166007042, -0.022745801135897636, 0.027863575145602226, -0.030329104512929916, 0.00804087519645691, 0.005731168203055859, -0.017132138833403587, -0.002385741099715233, 0.0027449787594377995, -0.04757537692785263, -0.02337576262652874, 0.002743553603067994, 0.061605654656887054, -0.0245894193649292, 0.010296343825757504, 0.006209712475538254, 0.026934180408716202, -0.021769816055893898, -0.03623319789767265, -0.039070095866918564, -0.015487777069211006, -0.052974995225667953, -0.008031129837036133, 0.054824285209178925, -0.007298091426491737, -0.03015899285674095, -0.02782416343688965, -0.022700119763612747, -0.03349236771464348, -0.00036709572304971516, -0.05083431303501129, -0.05313785746693611, 0.00709328381344676, 0.02958214469254017, 0.044673241674900055, 0.018080340698361397, 0.03048020601272583, 0.015534736216068268, -0.017315665259957314, -0.029548684135079384, -0.00429585250094533, 0.05996983125805855, -0.026799943298101425, 0.0052351634949445724, -0.06671711057424545, 0.0525350421667099, 0.02009754441678524, 0.029552558436989784, -0.08363499492406845, 0.014423023909330368, 0.017279012128710747, -0.026208512485027313, 0.06744678318500519, -0.016145123168826103, 0.0272224061191082, -0.034457724541425705, 0.01594298705458641, 0.0017741704359650612, -0.02359985001385212, 0.05443587899208069, -0.023496203124523163, 0.07218363136053085, 0.059283602982759476, -0.006322469562292099, -0.06836165487766266, -0.011025545187294483, 0.013877701945602894, 0.002816759981215, -0.022714553400874138, -0.03346499800682068, -0.044131290167570114, -0.09069499373435974, -0.03340441733598709, 0.013381789438426495, -0.005605430342257023, -0.04212791845202446, 0.004867931827902794, 0.0021601540502160788, -0.07011531293392181, 0.02731649950146675, -0.04818766936659813, -0.012196837924420834, -0.026851609349250793, -0.04150555282831192, 0.005512708332389593, 0.025920415297150612, -0.004355937242507935, -0.003859885735437274, 0.03279866650700569, -0.0228576697409153, -0.014255565591156483, 0.00011662051838357002, 0.027319809421896935, 0.04481682553887367, 0.0036480340640991926, 0.03470825031399727 ]
[ -0.10078976303339005, -0.017568692564964294, 0.012388447299599648, -0.032987646758556366, 0.046403683722019196, -0.058089714497327805, -0.043283604085445404, -0.01615491509437561, -0.03132561594247818, -0.033340174704790115, 0.03154486417770386, -0.020794328302145004, -0.022860387340188026, -0.04181967303156853, 0.06142883747816086, 0.012500242330133915, 0.002526807365939021, -0.01537555642426014, 0.013414100743830204, 0.020535094663500786, 0.003022402059286833, -0.03789040073752403, -0.06637587398290634, -0.04447874054312706, -0.02686581388115883, 0.04369944706559181, 0.03020324744284153, -0.040990520268678665, -0.012523273006081581, -0.19758036732673645, 0.037091635167598724, 0.016774574294686317, 0.02733561210334301, -0.023272156715393066, 0.03581513091921806, 0.03009480983018875, 0.02822439931333065, 0.02554371953010559, -0.004669292829930782, 0.017929362133145332, 0.03717195242643356, 0.014498021453619003, -0.06305655092000961, -0.0197166595607996, 0.023878054693341255, -0.03894803673028946, -0.003952798433601856, -0.03676334396004677, 0.012691005133092403, 0.021997680887579918, -0.040933527052402496, 0.010965605266392231, 0.0069780792109668255, -0.029280120506882668, -0.0595880001783371, -0.0031901539769023657, 0.04203011095523834, 0.05793009325861931, 0.005915656685829163, 0.0005425146082416177, 0.012821679934859276, -0.006586500443518162, -0.13586623966693878, 0.08599064499139786, 0.05388472229242325, 0.031267404556274414, -0.014154916629195213, -0.051490578800439835, -0.031824372708797455, 0.10087043046951294, -0.03474324196577072, -0.021867694333195686, -0.06895959377288818, 0.07603928446769714, 0.0034432923421263695, -0.05380130931735039, -0.0031164379324764013, 0.00984577089548111, 0.01964806765317917, -0.04533277079463005, -0.056749410927295685, -0.014230101369321346, -0.022869709879159927, -0.03291594609618187, -0.07650092989206314, 0.004325326532125473, -0.02238757349550724, 0.07607848197221756, 0.01892390474677086, 0.01807345636188984, 0.03468264266848564, -0.020186221227049828, 0.02851841412484646, -0.011578707955777645, -0.10309309512376785, -0.009107531979680061, 0.0005285825463943183, 0.034529779106378555, -0.025139782577753067, 0.44015875458717346, -0.03798321634531021, -0.03146238625049591, 0.06754910945892334, -0.009599397890269756, -0.01954156532883644, 0.037222713232040405, 0.01835913397371769, -0.0021060837898403406, -0.018107732757925987, -0.00884687528014183, 0.01138081680983305, -0.02127472497522831, 0.06251753121614456, -0.06507020443677902, 0.03583022952079773, -0.01686951331794262, 0.031743116676807404, 0.0262079369276762, 0.007667965721338987, 0.011129972524940968, 0.02696545608341694, 0.0007435877341777086, 0.029558327049016953, 0.0271901935338974, 0.03347659856081009, -0.03108486719429493, 0.037519365549087524, 0.03963691368699074, 0.04626675695180893, 0.02442758157849312, 0.05834665521979332, -0.06386569887399673, -0.06028329208493233, 0.022516446188092232, 0.010406010784208775, 0.028588425368070602, 0.01737917773425579, -0.041305627673864365, -0.02375883236527443, -0.012438390403985977, -0.0012606477830559015, -0.008672845549881458, 0.03660845384001732, -0.014384711161255836, -0.029074691236019135, 0.10064918547868729, -0.013656921684741974, -0.03244452923536301, -0.02357828989624977, -0.036950889974832535, 0.01899869740009308, 0.029714802280068398, 0.011622744612395763, -0.0630899965763092, 0.006796370260417461, 0.014739296399056911, 0.08374243229627609, -0.04224979132413864, -0.06020629033446312, -0.0013716001994907856, -0.020104404538869858, -0.029208295047283173, -0.03447485715150833, 0.04478887468576431, 0.0499417744576931, -0.06870236247777939, -0.0295708030462265, 0.005741007626056671, 0.02430487796664238, -0.05163741111755371, 0.021981943398714066, -0.011727206408977509, -0.02805233560502529, -0.02321210503578186, -0.007635565474629402, -0.056938719004392624, -0.014232671819627285, 0.03856705129146576, 0.052452363073825836, -0.002054366283118725, 0.012456856667995453, 0.014435566030442715, -0.024595025926828384, -0.002661928068846464, -0.015285486355423927, -0.09643981605768204, -0.0690106526017189, 0.03772372007369995, -0.04072737321257591, 0.016831839457154274, -0.013201397843658924, -0.026593221351504326, -0.056489843875169754, 0.03667372092604637, -0.036361392587423325, -0.03258982300758362, 0.024279465898871422, 0.012270316481590271, -0.014725079759955406, -0.037023793905973434, 0.016578983515501022, 0.04346202686429024, -0.02676749788224697, 0.04577769711613655, -0.0725778266787529, 0.03199819475412369, 0.036151062697172165, -0.03856074810028076, 0.055508214980363846, 0.041794292628765106, -0.03275301679968834, -0.01727048121392727, 0.047713689506053925, 0.002193117281422019, -0.03806572034955025, -0.06524952501058578, -0.029068956151604652, 0.016799651086330414, 0.06324819475412369, 0.018111886456608772, -0.031131701543927193, -0.03755966201424599, 0.00135707575827837, -0.31946834921836853, -0.022530483081936836, -0.015911540016531944, 0.0006040310254320502, 0.0177895650267601, -0.06151549890637398, 0.024701979011297226, 0.0016180142993107438, -0.021725956350564957, -0.005691900849342346, 0.07106010615825653, -0.0574449822306633, 0.026746373623609543, -0.08897294104099274, -0.007017457392066717, 0.04365086182951927, -0.01795233227312565, -0.04057281091809273, 0.01778743788599968, 0.020343398675322533, 0.02762019820511341, -0.01866815984249115, -0.02676885388791561, -0.06455917656421661, 0.005915435031056404, -0.013843279331922531, 0.08419881761074066, 0.01743961311876774, 0.1359620839357376, -0.03347593918442726, 0.0754404067993164, 0.0015395124210044742, 0.01345367543399334, -0.1037963479757309, -0.030411826446652412, -0.009054385125637054, -0.016002103686332703, -0.004528717137873173, 0.03429584950208664, -0.003679318353533745, -0.05669110640883446, -0.0006999517208896577, -0.05625912919640541, -0.05047263950109482, -0.03131353482604027, 0.009505363181233406, -0.012180378660559654, 0.020917486399412155, -0.002421153010800481, 0.0424051471054554, -0.006875837687402964, -0.009755219332873821, -0.000024035281967371702, 0.007784460671246052, 0.028358209878206253, -0.03914352506399155, -0.017367219552397728, 0.002521092537790537, 0.012178000994026661, -0.031558211892843246, 0.032369356602430344, 0.02463552914559841, 0.02719266340136528, -0.03301660344004631, -0.008906740695238113, 0.013585422188043594, -0.008348322473466396, -0.004720102064311504, 0.06928551197052002, -0.026289131492376328, -0.013129754923284054, 0.08113142848014832, -0.004835020285099745, 0.04546847566962242, 0.035115450620651245, 0.029280003160238266, -0.009893829002976418, 0.055683862417936325, -0.029741711914539337, -0.03851713985204697, 0.029416942968964577, -0.00854491163045168, 0.06235545128583908, -0.038018517196178436, 0.03525562211871147, 0.05668408051133156, 0.013311635702848434, -0.004985068924725056, 0.055981941521167755, 0.0018038868438452482, -0.03415313735604286, -0.007040754426270723, 0.023305801674723625, -0.07407410442829132, 0.08190839737653732, 0.015144357457756996, -0.24270668625831604, 0.01866239681839943, 0.05569968745112419, 0.08595405519008636, -0.02342572994530201, 0.008358897641301155, 0.021545927971601486, -0.013235589489340782, 0.02957487665116787, 0.008507045917212963, 0.022420374676585197, 0.050930947065353394, -0.023209137842059135, 0.016625873744487762, 0.02220858260989189, -0.04396533593535423, 0.044239241629838943, 0.020462285727262497, 0.0040603820234537125, 0.005412151571363211, 0.0021686588879674673, -0.028653690591454506, 0.14619487524032593, 0.002613883465528488, 0.02391231060028076, 0.0057031819596886635, 0.030230283737182617, 0.0076696560718119144, 0.08427685499191284, 0.013851311057806015, 0.02249634452164173, 0.007245978340506554, 0.0313689298927784, -0.011593845672905445, 0.03284921124577522, -0.06072408705949783, -0.028257641941308975, 0.06445395201444626, 0.04245996102690697, -0.003175014164298773, -0.03998272493481636, 0.022132819518446922, -0.03359612077474594, 0.020343266427516937, 0.04973500221967697, -0.00471488805487752, 0.011810445226728916, -0.02169557847082615, -0.034317053854465485, 0.03972633555531502, -0.02274498902261257, -0.008492555469274521, -0.016766605898737907, -0.005786604713648558, 0.014597645029425621, 0.06490027159452438, 0.02312975749373436, -0.033047568053007126, 0.012031873688101768, 0.025781115517020226, -0.01012479793280363, -0.056760963052511215, 0.17214497923851013, 0.0417279452085495, 0.01523013785481453 ]
[ -0.03757651522755623, -0.01213105022907257, -0.0319460928440094, 0.025908397510647774, -0.011109578423202038, 0.0297416802495718, 0.0283040851354599, 0.025969233363866806, -0.028988393023610115, -0.0004391453694552183, 0.012553144246339798, 0.02733745612204075, 0.04072460159659386, -0.039844416081905365, -0.011145047843456268, 0.01191547978669405, -0.0030857755336910486, -0.007111371029168367, 0.02434978075325489, -0.043937548995018005, -0.036154184490442276, 0.02319934032857418, 0.026820803061127663, -0.04310261830687523, -0.008023560047149658, 0.015183980576694012, -0.02407044917345047, -0.0383591428399086, 0.008024402894079685, -0.13024814426898956, -0.020011737942695618, -0.023213090375065804, 0.009043484926223755, 0.011732341721653938, 0.02305207960307598, -0.0063016642816364765, -0.002223213901743293, 0.05627834424376488, 0.0285321194678545, -0.023181073367595673, -0.013253016397356987, -0.012165719643235207, -0.000973668706137687, 0.0361541323363781, -0.010448000393807888, -0.040141671895980835, -0.03971080482006073, -0.018803449347615242, -0.014267968945205212, 0.011294466443359852, -0.020783713087439537, 0.018963370472192764, 0.036983415484428406, -0.025899581611156464, 0.005575369577854872, -0.02032366581261158, 0.019709927961230278, 0.016905054450035095, 0.02378857508301735, 0.025644026696681976, -0.019044285640120506, -0.010847637429833412, -0.03735532611608505, -0.022446492686867714, 0.01614983007311821, -0.023697925731539726, -0.04510054737329483, -0.007788104936480522, 0.007060276344418526, 0.006051018368452787, -0.008343181572854519, 0.006613235455006361, -0.04608682170510292, 0.017520375549793243, -0.017368407920002937, -0.03717181459069252, 0.022829005494713783, 0.029967430979013443, 0.005659346468746662, -0.05520994961261749, -0.03944053873419762, -0.009240650571882725, 0.011118373833596706, 0.004773736000061035, 0.00412933062762022, 0.020995451137423515, -0.0060054040513932705, 0.021365774795413017, 0.017275569960474968, -0.045429058372974396, -0.005357442889362574, -0.022842377424240112, -0.008345047943294048, 0.019449472427368164, -0.08250432461500168, -0.0027714117895811796, 0.013111810199916363, -0.009088883176445961, -0.00018403283320367336, 0.8234608173370361, -0.0008898116648197174, 0.03267383202910423, 0.014514139853417873, 0.010234870947897434, -0.023007577285170555, 0.0011391203152015805, 0.03857547417283058, -0.006465660408139229, 0.01623743399977684, -0.06813433021306992, -0.0021525586489588022, -0.017477797344326973, 0.033137381076812744, -0.028487348929047585, -0.010376134887337685, -0.02642972767353058, 0.0384330190718174, 0.017690932378172874, 0.008432329632341862, 0.016541922464966774, 0.05268876254558563, -0.038324713706970215, -0.04208672046661377, 0.023481104522943497, -0.01619991846382618, -0.1573730856180191, 0.013973064720630646, -7.342341222695494e-33, 0.02042592503130436, -0.02609199844300747, 0.023840339854359627, -0.021201983094215393, 0.060973893851041794, 0.020786134526133537, 0.04437396302819252, -0.0017076185904443264, 0.010305234231054783, -0.012723271735012531, 0.0027407812885940075, -0.026683788746595383, -0.03488956764340401, -0.057500530034303665, -0.004955951124429703, -0.00018377658852841705, -0.007958964444696903, 0.0341956689953804, -0.0009364336729049683, -0.025878094136714935, -0.0030349146109074354, 0.07089824229478836, 0.01655646786093712, 0.009118365123867989, 0.021374158561229706, 0.02253326214849949, 0.01450666319578886, 0.02225443348288536, 0.010345288552343845, -0.03417608141899109, 0.01559552550315857, 0.02651486173272133, -0.05089283734560013, 0.002895029727369547, -0.04509224370121956, -0.01923571154475212, -0.04050030931830406, -0.0061525083146989346, 0.01680695079267025, -0.0257758479565382, -0.07209253311157227, 0.018719589337706566, -0.048021115362644196, -0.006431511137634516, -0.05216483026742935, -0.004015116952359676, 0.03206397593021393, 0.008073728531599045, -0.012072079814970493, 0.018149757757782936, 0.008089208975434303, 0.002708312589675188, 0.006686792708933353, 0.017750520259141922, -0.0033788399305194616, 0.024673333391547203, -0.013156474567949772, 0.01883201114833355, 0.0430992990732193, 0.043529629707336426, 0.033605486154556274, -0.008386904373764992, -0.0101848766207695, 0.0008085619192570448, -0.023004446178674698, -0.04103673994541168, 0.037095535546541214, -0.0054946960881352425, 0.037412431091070175, -0.004793378058820963, -0.05162830278277397, 0.033942077308893204, 0.020735111087560654, -0.018336934968829155, 0.011550468392670155, 0.010705672204494476, -0.007859035395085812, -0.01690170355141163, -0.0012793075293302536, 0.027362769469618797, 0.014052948914468288, -0.00846901535987854, -0.039170391857624054, -0.04044134542346001, 0.014416448771953583, -0.016455763950943947, -0.03389687463641167, 0.0124339135363698, -0.028285181149840355, 0.002113570459187031, 0.07223350554704666, -0.02136937342584133, -0.0018388837343081832, -0.00007507661212002859, -0.01574895530939102, 6.875816167528929e-33, 0.03446487337350845, 0.01717071793973446, 0.017602717503905296, 0.010121222585439682, -0.001645273296162486, 0.004103813320398331, 0.0013451206032186747, -0.0028201492968946695, -0.06368935108184814, 0.03157442808151245, -0.00868151057511568, 0.061323489993810654, -0.06435413658618927, 0.019112566486001015, 0.0672195553779602, 0.012533942237496376, 0.00755041278898716, 0.03629854694008827, 0.0034810237120836973, 0.012442605569958687, 0.01037701778113842, 0.005822685081511736, -0.03621374070644379, 0.028682341799139977, 0.02329675480723381, 0.045193661004304886, -0.03345692530274391, 0.020321059972047806, 0.032958850264549255, 0.012161810882389545, 0.016619570553302765, 0.0035371275153011084, 0.005837086122483015, -0.02708287537097931, -0.010867570526897907, 0.00787996407598257, -0.004409456625580788, 0.0035021237563341856, 0.014904695563018322, 0.018991664052009583, 0.027065010741353035, 0.0018825713777914643, 0.016196234151721, 0.04900098219513893, 0.014165118336677551, 0.025416160002350807, 0.02909143827855587, -0.011791675351560116, -0.04015097767114639, 0.020496848970651627, 0.009693194180727005, -0.012946776114404202, -0.01879258267581463, -0.017889566719532013, 0.03448385372757912, -0.035226110368967056, -0.041212696582078934, 0.013613359071314335, -0.04766368120908737, 0.003293250920251012, -0.0014798439806327224, 0.048814211040735245, -0.013222115114331245, 0.017609214410185814, -0.046827878803014755, -0.004502937663346529, -0.033146075904369354, 0.027189163491129875, -0.015660030767321587, -0.03135628625750542, -0.0018964371411129832, -0.029420455917716026, 0.007907276041805744, 0.04499327018857002, 0.01014914270490408, -0.030349886044859886, -0.010739075019955635, 0.003986290656030178, -0.03299608826637268, 0.05459657683968544, 0.015429376624524593, 0.024924391880631447, 0.008755315095186234, -0.014008985832333565, -0.011244443245232105, 0.03821207210421562, -0.024449501186609268, 0.01660076342523098, 0.029932111501693726, -0.03190924599766731, -0.00514200609177351, -0.027758516371250153, -0.018755367025732994, 0.04560643807053566, -0.01572442054748535, -1.2530013471234724e-8, -0.035958703607320786, -0.007791311014443636, 0.009567707777023315, -0.011626352556049824, 0.027675548568367958, 0.0032327591907233, -0.042968086898326874, 0.02977331355214119, -0.03906763717532158, 0.0005900448304601014, 0.05099276453256607, -0.022659534588456154, 0.02256530523300171, 0.01846403069794178, -0.021940436214208603, -0.01584996096789837, -0.006565064191818237, -0.020582567900419235, 0.03202114626765251, 0.02818705514073372, 0.012998218648135662, 0.06376440078020096, 0.012320800684392452, 0.02730850875377655, -0.010583048686385155, 0.010015550069510937, -0.010652316734194756, -0.064859539270401, -0.028916558250784874, -0.008542567491531372, 0.03530414029955864, -0.009804570116102695, -0.0073735215701162815, 0.013879532925784588, -0.025373581796884537, -0.05355481803417206, 0.014789328910410404, -0.016021843999624252, -0.0040313913486897945, 0.02673628367483616, 0.00315681891515851, -0.0031691729091107845, -0.005371749866753817, -0.01828114315867424, -0.025737419724464417, -0.01598786935210228, -0.038202740252017975, -0.014146341010928154, -0.009814872406423092, -0.08440763503313065, -0.00579072255641222, -0.027468765154480934, 0.014594650827348232, 0.04964334890246391, 0.035498715937137604, 0.0024306399282068014, -0.01349551696330309, 0.04753533750772476, -0.005165115464478731, 0.03448708355426788, -0.008272923529148102, 0.00397483678534627, 0.010594179853796959, -0.0140779297798872 ]
getting-the-current-working-directory-from-dos-or-batch-file
https://markhneedham.com/blog/2008/08/12/getting-the-current-working-directory-from-dos-or-batch-file
false
2008-08-13 23:55:38
Auto complete with tab in DOS
[ "dos", "windows-command-prompt", "auto-completion" ]
[ "Batch Scripting" ]
It's becoming quite a couple of weeks of learning for me around DOS and I have another tip that I just learnt today. I always found it really frustrating when using the windows command prompt that I couldn't get Unix style tab auto completion. To navigate my way to a directory I would do the following:+++<table class="CodeRay" border="0">++++++<tbody>++++++<tr>++++++<td class="line_numbers" title="click to toggle" onclick="with (this.firstChild.style) { display = (display == '') ? 'none' : '' }">++++++<pre>+++1+++<tt>++++++</tt>+++2+++<tt>++++++</tt>+++3+++<tt>++++++</tt>+++4+++<tt>++++++</tt>+++5+++<tt>++++++</tt>+++6+++<tt>++++++</tt>+++7+++<tt>++++++</tt>+++~~~ </td> +++<td class="code">++++++<pre ondblclick="with (this.style) { overflow = (overflow == 'auto' || overflow == '') ? 'visible' : 'auto' }">+++C:\>cd Downloads+++<tt>++++++</tt>++++++<tt>++++++</tt>+++C:\Downloads>cd nant-0.85+++<tt>++++++</tt>++++++<tt>++++++</tt>+++C:\Downloads\nant-0.85>cd bin+++<tt>++++++</tt>++++++<tt>++++++</tt>+++C:\Downloads\nant-0.85\bin>~~~ </td> </tr> </tbody></table> It is very tedious as you might imagine. I would try placing a forward slash after each directory in the hope that it would allow me to scroll through the next directory down but to no avail. Little did I know that in fact I needed to be using the backslash. The above can now be done in one line using Unix style tabbing auto completion: +++<table class="CodeRay" border="0">++++++<tbody>++++++<tr>++++++<td class="line_numbers" title="click to toggle" onclick="with (this.firstChild.style) { display = (display == '') ? 'none' : '' }">++++++<pre>+++1+++<tt>++++++</tt>+++2+++<tt>++++++</tt>+++3+++<tt>++++++</tt>+++~~~ </td> +++<td class="code">++++++<pre ondblclick="with (this.style) { overflow = (overflow == 'auto' || overflow == '') ? 'visible' : 'auto' }">+++C:\>cd Downloads\nant-0.85\bin+++<tt>++++++</tt>++++++<tt>++++++</tt>+++C:\Downloads\nant-0.85\bin>~~~ </td> </tr> </tbody></table>+++</pre>++++++</td>++++++</pre>++++++</td>++++++</tr>++++++</tbody>++++++</table>++++++</pre>++++++</td>++++++</pre>++++++</td>++++++</tr>++++++</tbody>++++++</table>+++
null
null
[ -0.015629014000296593, 0.0076773748733103275, -0.008523606695234776, 0.04357963055372238, 0.10492429882287979, 0.011331838555634022, 0.014907551929354668, 0.03556102141737938, 0.0005614524125121534, -0.04768313467502594, -0.04330582171678543, 0.0511472150683403, -0.02232247218489647, -0.007844331674277782, 0.010763601399958134, 0.06300076097249985, 0.0848543718457222, -0.008312043733894825, 0.00866019632667303, -0.01328987441956997, 0.02966155670583248, 0.04413990676403046, 0.01071777381002903, 0.015056251548230648, -0.001343430019915104, 0.02245374210178852, -0.00116877187974751, -0.02151626907289028, -0.08481018990278244, -0.003190469928085804, 0.0382152684032917, -0.014767083339393139, 0.00783117301762104, -0.008805899880826473, 0.004527809098362923, -0.023698098957538605, -0.021997690200805664, 0.009256416000425816, 0.006326502189040184, 0.011901882477104664, -0.07384777069091797, 0.01147388108074665, -0.002763177966699004, 0.006127085071057081, -0.01606723479926586, 0.021123211830854416, -0.05368838086724281, -0.006020626053214073, -0.015564752742648125, -0.030979258939623833, -0.027573181316256523, 0.04685644060373306, -0.006263065151870251, -0.012408174574375153, 0.015153643675148487, 0.020805595442652702, 0.026605816558003426, -0.05413878336548805, 0.011531100608408451, -0.0551568977534771, 0.01545699778944254, -0.0006736117065884173, -0.010960815474390984, 0.024273838847875595, 0.010811731219291687, -0.02540929615497589, 0.00843743421137333, 0.03570050746202469, -0.05709241330623627, -0.012832351960241795, -0.009707843884825706, 0.009072341024875641, -0.021697578951716423, -0.03746620565652847, 0.01848912425339222, -0.034493934363126755, 0.00651534553617239, 0.02512804977595806, 0.003335383953526616, 0.06403467059135437, -0.026768967509269714, 0.023239636793732643, 0.05067477002739906, 0.019939161837100983, -0.017079584300518036, -0.051189523190259933, 0.0049829562194645405, -0.013968037441372871, -0.03792966902256012, 0.05179085582494736, 0.0010341559536755085, -0.04629047214984894, 0.01287533063441515, 0.022231684997677803, -0.00432464899495244, -0.01482358481734991, 0.02041146717965603, 0.023887069895863533, 0.010154885239899158, 0.01538145076483488, -0.01921558566391468, -0.01275194063782692, 0.017215007916092873, 0.030134260654449463, -0.08479297161102295, -0.0014603363815695047, -0.021435681730508804, 0.006634377408772707, 0.009625238366425037, 0.007517002522945404, -0.022641848772764206, -0.012400686740875244, 0.007898879237473011, -0.0022321371361613274, -0.0679958388209343, 0.08301117271184921, 0.011706531047821045, -0.020810699090361595, 0.032693397253751755, 0.021645737811923027, 0.0428132489323616, 0.033030591905117035, -0.011343399994075298, 0.09430667012929916, 0.015065062791109085, 0.02186674438416958, 0.0018642053473740816, 0.05470484867691994, 0.009003892540931702, -0.06505648791790009, -0.011663294397294521, 0.0697542205452919, -0.011841309256851673, -0.0005714923609048128, 0.01761685311794281, -0.007353175897151232, 0.0011332809226587415, -0.012773646973073483, 0.03458401933312416, 0.037955984473228455, -0.013076342642307281, -0.009405463002622128, -0.006211176980286837, 0.013350735418498516, 0.040820252150297165, 0.012910885736346245, -0.015683190897107124, -0.02578074298799038, -0.062441375106573105, 0.04745292291045189, 0.026782695204019547, -0.010009139776229858, 0.05732682719826698, -0.03857967257499695, -0.00834172684699297, 0.09085126966238022, 0.02240843139588833, 0.016913700848817825, -0.045003365725278854, 0.01858123391866684, 0.036413200199604034, 0.04201401397585869, 0.009103353135287762, 0.03489387780427933, -0.018221396952867508, -0.005240853875875473, -0.008137641474604607, 0.0383254699409008, 0.010832767933607101, 0.02328483946621418, -0.04228430986404419, -0.04498389735817909, 0.05038585513830185, -0.040747594088315964, -0.018313126638531685, 0.029876425862312317, 0.10196071863174438, 0.049719031900167465, 0.03319007158279419, 0.012799706310033798, -0.07925724983215332, 0.019631974399089813, 0.009645011276006699, 0.022042755037546158, 0.04060176759958267, -0.006179572083055973, 0.06265147030353546, 0.02011101134121418, 0.015116248279809952, 0.030514918267726898, -0.07738891988992691, -0.09328301250934601, -0.024135157465934753, -0.01587074063718319, 0.04533374682068825, -0.022163938730955124, -0.0013918798649683595, 0.04262708127498627, 0.011953452602028847, 0.05043431743979454, 0.02058590203523636, 0.0104099465534091, 0.03725343197584152, -0.06411631405353546, -0.050908129662275314, 0.04381756857037544, 0.0313851498067379, -0.019272616133093834, -0.013783355243504047, 0.022940319031476974, -0.03318875655531883, -0.02241387963294983, 0.04541034996509552, 0.025394925847649574, 0.06145183742046356, 0.013716588728129864, 0.05057932063937187, -0.04396835342049599, 0.02819763496518135, -0.05234142392873764, -0.006513205356895924, -0.00008393813914153725, -0.04359779506921768, 0.03191670775413513, 0.0035444418899714947, 0.10487335175275803, 0.056645072996616364, -0.041049499064683914, -0.024560177698731422, 0.003008580766618252, -0.01000149268656969, -0.059160228818655014, 0.008659063838422298, 0.0063350144773721695, -0.004653397016227245, 0.01102505810558796, -0.042053770273923874, -0.04930642992258072, 0.0062304092571139336, -0.03774481639266014, -0.008753383532166481, 0.04797501116991043, -0.00952903088182211, 0.06141471490263939, 0.006329646799713373, -0.02044055238366127, 0.010673792101442814, -0.006440500263124704, -0.04042656347155571, -0.006014801561832428, 0.029072608798742294, -0.0029644533060491085, 0.03971856087446213, -0.03270328789949417, -0.021653946489095688, -0.010400593280792236, -0.03792855888605118, 0.008172580972313881, 0.024294696748256683, 0.06013976037502289, -0.01693485677242279, 0.07033436000347137, 0.002132854424417019, 0.022594457492232323, -0.006857405882328749, -0.06453617662191391, -0.037547554820775986, 0.012180177494883537, 0.002455152338370681, 0.021981311962008476, -0.034673742949962616, 0.019800279289484024, 0.005411996506154537, -0.022272499278187752, 0.013309323228895664, -0.013292266987264156, 0.03732195124030113, 0.025892922654747963, -0.02062668837606907, -0.03929179161787033, 0.0036430710460990667, 0.03173508867621422, -0.049424778670072556, -0.01909412257373333, 0.01764824241399765, -0.05272405967116356, 0.038736894726753235, -0.07323462516069412, -0.055079687386751175, -0.03006342053413391, -0.014054310508072376, 0.019622690975666046, -0.03550435230135918, 0.030081074684858322, 0.06008752062916756, -0.009322737343609333, 0.012406843714416027, 0.00305886659771204, 0.007163713686168194, 0.026651283726096153, 0.03267589211463928, 0.011588754132390022, 0.027664808556437492, 0.006948971189558506, 0.007647159043699503, -0.04668805003166199, 0.015390471555292606, -0.0353972353041172, -0.2755492627620697, 0.04572855308651924, 0.006554420571774244, -0.04515622556209564, 0.0432111956179142, -0.01446924265474081, 0.022712260484695435, -0.04916888102889061, -0.023496203124523163, 0.0004894195590168238, -0.057839032262563705, -0.0181422121822834, -0.0023430120199918747, 0.03606031462550163, -0.004936381708830595, 0.03098219633102417, 0.029704678803682327, -0.07368092983961105, 0.004094949923455715, 0.04429714009165764, 0.005464685149490833, -0.0701976791024208, 0.03156666085124016, 0.05463850498199463, 0.035410359501838684, 0.06393615901470184, -0.05629045143723488, 0.05320056527853012, -0.03813844919204712, -0.019530214369297028, 0.0027881753630936146, 0.007631761487573385, -0.021077726036310196, -0.00006510587263619527, -0.013937234878540039, -0.00448339618742466, 0.041578132659196854, -0.006982402876019478, 0.002236874308437109, -0.016253607347607613, -0.003508396679535508, -0.03523355722427368, 0.008661718107759953, 0.013773939572274685, 0.05765613541007042, -0.008705729618668556, -0.041195373982191086, -0.0331122986972332, -0.01862221211194992, 0.08686743676662445, -0.03389304131269455, -0.029202330857515335, -0.016437649726867676, 0.03204113617539406, 0.006698256358504295, -0.016360001638531685, -0.004042351618409157, 0.000761563191190362, -0.03832592815160751, -0.0331336110830307, -0.005531544331461191, -0.04023043066263199, -0.028057824820280075, -0.05404503270983696, 0.01909046061336994, -0.059822890907526016, -0.05488847568631172, -0.022646253928542137, 0.06899712234735489, 0.04872049018740654, -0.02890988625586033, 0.016237780451774597, -0.009679913520812988, -0.10482370108366013, 0.00941772386431694, -0.0010058142943307757, -0.06241210922598839, -0.02195568196475506, -0.006735850591212511, 0.021828332915902138, -0.029260439798235893, -0.04058615490794182, 0.04825878515839577, 0.019483426585793495, -0.00504441699013114, -0.04570448398590088, 0.03025199845433235, -0.0030529657378792763, -0.03257950395345688, -0.005747426301240921, 0.08057817071676254, -0.022769328206777573, -0.0441371351480484, -0.02796289511024952, 0.03091641329228878, 0.0068213557824492455, 0.004823062103241682, 0.002557735424488783, 0.04144817590713501, 0.018830910325050354, 0.04128364473581314, -0.04724686220288277, 0.03435494005680084, -0.030292829498648643, -0.008064310997724533, -0.005399451591074467, -0.061934441328048706, 0.010665166191756725, 0.044679392129182816, 0.02614734321832657, -0.03056156076490879, -0.02273770608007908, 0.004744926001876593, -0.055106136947870255, -0.02436424046754837, -0.014689035713672638, 0.01371010858565569, 0.02172274701297283, 0.02963501587510109, -0.017493681982159615, -0.04653427004814148, 0.005655259359627962, 0.005162126384675503, -0.0043149483390152454, -0.04303816705942154, -0.010844354517757893, -0.009668590500950813, 0.010767199099063873, 0.020995741710066795, 0.02016865275800228, 0.0003152790595777333, 0.011608255095779896, 0.050325509160757065, -0.047704342752695084, 0.018644720315933228, -0.03663501888513565, -0.05863012745976448, -0.022888509556651115, 0.01144353486597538, 0.013492721132934093, -0.05694650113582611, 0.006859595887362957, 0.008180251345038414, 0.009612217545509338, 0.050030019134283066, 0.006502196658402681, 0.02366054058074951, -0.026743436232209206, 0.013356183655560017, 0.017818860709667206, -0.0003634616150520742, -0.046507492661476135, 0.04005717113614082, -0.038068704307079315, -0.024751238524913788, -0.026242762804031372, 0.03957413136959076, -0.025905730202794075, -0.021295705810189247, -0.03186807036399841, 0.0037911126855760813, -0.06879770010709763, -0.01566889137029648, 0.011015339754521847, -0.015740927308797836, 0.05072991922497749, 0.008029990829527378, 0.005175228230655193, -0.0045495834201574326, 0.03603518009185791, 0.041441865265369415, 0.03733697161078453, -0.021841425448656082, 0.0011325576342642307, 0.002841018605977297, -0.01916135661303997, 0.011072617024183273, 0.013026036322116852, 0.010309346951544285, 0.01608581282198429, 0.01716163195669651, -0.028493663296103477, 0.013555482029914856, -0.006275624502450228, 0.038574397563934326, -0.016945473849773407, -0.01470108050853014, 0.008643980138003826, -0.023243438452482224, -0.03596004471182823, -0.020226258784532547, -0.01602179743349552, -0.022405438125133514, -0.009042173624038696, -0.042899247258901596, -0.0815122127532959, 0.03309835493564606, 0.03125918284058571, -0.01208323985338211, -0.0011976571986451745, -0.00828616227954626, -0.013087906874716282, -0.022625770419836044, 0.03579173609614372, 0.07454308867454529, -0.06438858807086945, 0.027124956250190735, -0.018625246360898018, 0.015090269967913628, 0.0030352119356393814, 0.004348127171397209, -0.04458610713481903, -0.03940848261117935, -0.027384581044316292, 0.016786174848675728, -0.05029936507344246, -0.03347175195813179, -0.027631158009171486, 0.00486570131033659, -0.0070447297766804695, -0.016563504934310913, 0.0004085683322045952, 0.029464244842529297, 0.0055532073602080345, -0.03781373053789139, -0.016775917261838913, -0.04007876664400101, -0.02869621105492115, 0.03711402788758278, -0.004752323031425476, -0.0010154643096029758, -0.02071848139166832, 0.022484492510557175, 0.027915149927139282, -0.017851263284683228, -0.03986465185880661, -0.04487420246005058, -0.008824213407933712, -0.023297710344195366, 0.04770209640264511, -0.004772557877004147, -0.0045154402032494545, -0.04530025273561478, -0.010170716792345047, -0.01597319357097149, -0.001777330064214766, -0.024980729445815086, -0.025836627930402756, 0.005779873114079237, 0.07798494398593903, 0.010193287394940853, 0.026794908568263054, -0.02832827903330326, -0.015748564153909683, 0.043454401195049286, -0.07795962691307068, -0.03822558745741844, 0.006085410248488188, -0.046962883323431015, 0.04975898191332817, 0.017014576122164726, 0.03584665432572365, -0.04899344593286514, 0.04250788316130638, 0.037671543657779694, -0.0039796652272343636, 0.019116545096039772, 0.01737225614488125, 0.023864788934588432, -0.055243659764528275, 0.000652884307783097, -0.10741104185581207, 0.01348054688423872, 0.0012707082787528634, -0.005777137819677591, -0.06280499696731567, 0.036061983555555344, -0.019358836114406586, 0.05471333861351013, -0.0666123479604721, -0.0425683818757534, 0.04449911788105965, 0.0035001742653548717, -0.018736934289336205, 0.020575378090143204, -0.07461517304182053, 0.023319553583860397, 0.017676183953881264, -0.03014683909714222, -0.0009500119485892355, -0.015685059130191803, 0.07689016312360764, 0.013929488137364388, 0.03425033017992973, -0.05457720533013344, -0.015143170021474361, 0.0854252502322197, 0.009758998639881611, -0.007900441996753216, 0.025734450668096542, 0.0006987508968450129, 0.0540754497051239, 0.03393804654479027, 0.018723156303167343, -0.0074897450394928455, 0.0020172051154077053, -0.006097313016653061, -0.0574493408203125, -0.012009050697088242, 0.015968061983585358, 0.013573544099926949, -0.04546760767698288, 0.058218467980623245, 0.030542224645614624, -0.026072220876812935, -0.038511354476213455, 0.025264887139201164, -0.055526524782180786, -0.017737023532390594, -0.033657390624284744, 0.02477836422622204, -0.02668747492134571, 0.06512130051851273, 0.0046624657697975636, -0.001788024790585041, 0.07383251935243607, -0.016833094879984856, -0.008479399606585503, 0.019700612872838974, 0.08692297339439392, 0.08347717672586441, 0.05154424533247948, 0.03541801869869232, 0.05809224024415016, -0.058220185339450836, -0.04893481358885765, 0.0008163572056218982, -0.01958376169204712, 0.0113639822229743, -0.04339282959699631, 0.010418510995805264, 0.0730176717042923, -0.024011755362153053, 0.07107416540384293, -0.024077458307147026, -0.0041833799332380295, -0.01894988864660263, -0.015424996614456177, 0.0050653559155762196, 0.027629893273115158, 0.019391600042581558, 0.01801639050245285, -0.01363551989197731, -0.025876028463244438, 0.056961674243211746, -0.023968465626239777, -0.00004657789031625725, -0.012693756259977818, 0.0012002228759229183, -0.012955217622220516, -0.015758177265524864, 0.03134525194764137, 0.07907877117395401, -0.022054247558116913, 0.021092042326927185, 0.0059484089724719524, 0.035612352192401886, -0.007272688206285238, 0.03905633091926575, -0.011718356981873512, 0.006662856787443161, -0.006638908758759499, -0.00042011149344034493, -0.03984515368938446, -0.010837933048605919, -0.00501099182292819, 0.04314269870519638, -0.011592053808271885, 0.0313398651778698, 0.02686884067952633, 0.014027701690793037, -0.031013034284114838, -0.058235328644514084, -0.06286495923995972, -0.006774385925382376, -0.03504151105880737, -0.014129041694104671, 0.011157171800732613, 0.002302185632288456, -0.04780753701925278, -0.016345469281077385, -0.0273573100566864, -0.04374239221215248, -0.02962050959467888, -0.045313168317079544, -0.06982176750898361, 0.030025286599993706, 0.019530832767486572, 0.029760343953967094, 0.019846532493829727, 0.05261559039354324, -0.0026449919678270817, -0.009424052201211452, -0.03583353012800217, 0.008996891789138317, 0.04813183844089508, -0.026992149651050568, 0.012684226036071777, -0.06481951475143433, 0.05230671539902687, 0.0255554411560297, 0.030718330293893814, -0.08061814308166504, 0.018939776346087456, 0.011560413986444473, -0.034671805799007416, 0.0894550010561943, -0.012044131755828857, 0.043689657002687454, -0.03516102582216263, 0.0184515081346035, -0.021998636424541473, -0.005071920342743397, 0.058833617717027664, -0.030216222628951073, 0.08152319490909576, 0.02559209056198597, -0.001082811621017754, -0.060768380761146545, -0.005915901158004999, 0.0009089908562600613, 0.0020150141790509224, -0.007683334406465292, -0.013712448067963123, -0.03309249132871628, -0.09929549694061279, -0.014751256443560123, -0.0006260170484893024, -0.0011573991505429149, -0.052875977009534836, 0.00027775875059887767, -0.01216120459139347, -0.05117446929216385, 0.04294554889202118, -0.059089552611112595, -0.028354857116937637, -0.01932837814092636, -0.033314675092697144, 0.008133421652019024, 0.007676988840103149, -0.008306407369673252, 0.004908302798867226, 0.018284518271684647, -0.0034745438024401665, 0.0051505835726857185, -0.010664720088243484, 0.02109711803495884, 0.06118395924568176, 0.005968831945210695, 0.017157206311821938 ]
[ -0.10190264880657196, -0.00833198707550764, 0.014391102828085423, -0.037147317081689835, 0.03263862431049347, -0.03718424588441849, -0.011491800658404827, -0.014544582925736904, -0.006371567491441965, -0.06205596402287483, -0.0026456182822585106, -0.008150684647262096, -0.011563199572265148, -0.0357501283288002, 0.06897705793380737, 0.01052011363208294, 0.007885306142270565, -0.03061651811003685, 0.012599354609847069, 0.011400959454476833, -0.0010370948584750295, -0.0260211993008852, -0.041074737906455994, -0.020177491009235382, -0.0209633931517601, 0.05226225033402443, 0.04080880433320999, -0.0445084422826767, -0.000002097261130984407, -0.20849062502384186, 0.02469908818602562, 0.02469835989177227, -0.006508315447717905, -0.03828626126050949, 0.008441353216767311, 0.03448808938264847, 0.01952962577342987, 0.021904366090893745, -0.011904293671250343, 0.025454817339777946, 0.02118629775941372, 0.022867834195494652, -0.06117508187890053, -0.03538230061531067, 0.03488699346780777, -0.02117207832634449, -0.018772685900330544, -0.03579408675432205, 0.04657914862036705, -0.0026993239298462868, -0.05221026763319969, 0.030072564259171486, 0.02214318886399269, -0.020880840718746185, -0.03979341685771942, -0.010386225767433643, 0.04442708566784859, 0.06871730089187622, 0.0032532229088246822, 0.04993953928351402, 0.011435875669121742, -0.00998927652835846, -0.12850718200206757, 0.0935470312833786, 0.06102673336863518, 0.04074815660715103, -0.017985209822654724, -0.022713379934430122, -0.04359682649374008, 0.10211489349603653, -0.021875152364373207, -0.012316480278968811, -0.06181946024298668, 0.07182188332080841, 0.01216400507837534, -0.03992913290858269, 0.006736875046044588, 0.019440658390522003, 0.011796396225690842, -0.06020180135965347, -0.04189004376530647, -0.02172626368701458, -0.018563594669103622, -0.03089982457458973, -0.05932982638478279, -0.003022251185029745, -0.03303713724017143, 0.06894809007644653, 0.012770346365869045, 0.006434191484004259, 0.02305574156343937, 0.00007441642082994804, 0.03774406760931015, 0.008841924369335175, -0.08257690072059631, -0.01378945354372263, 0.014005620032548904, 0.02229907736182213, -0.019920535385608673, 0.4499543011188507, -0.00912203174084425, -0.029077932238578796, 0.04240460693836212, -0.0013248994946479797, 0.027374306693673134, 0.040739770978689194, 0.027043666690587997, -0.022425726056098938, -0.016389422118663788, -0.02071388252079487, 0.010320527479052544, -0.014080151915550232, 0.0648210272192955, -0.06745324283838272, 0.02455935999751091, 0.010197569616138935, 0.031450916081666946, -0.0028631621971726418, 0.002910787705332041, -0.007928896695375443, -0.0017828305717557669, -0.017378676682710648, 0.06034073233604431, 0.003917381167411804, 0.031180353835225105, -0.04026050120592117, 0.041443463414907455, 0.03780621290206909, 0.03413703292608261, 0.03256293013691902, 0.0473024845123291, -0.054613761603832245, -0.027320072054862976, 0.008904687128961086, 0.011904283426702023, 0.03101321868598461, -0.0040119970217347145, -0.05855727940797806, -0.04712700471282005, -0.021617766469717026, -0.03344650939106941, -0.022499796003103256, 0.03338688984513283, -0.024273322895169258, -0.0318220853805542, 0.1029530018568039, 0.0018001836724579334, -0.033744048327207565, -0.020552027970552444, -0.035722516477108, 0.01322966255247593, 0.011343705467879772, 0.021451253443956375, -0.05636657401919365, 0.006556768901646137, 0.022576965391635895, 0.07632054388523102, -0.007188777904957533, -0.06379453837871552, 0.007398282177746296, 0.0018351867329329252, -0.055262211710214615, -0.0355268269777298, 0.05826055258512497, 0.0464053712785244, -0.04855777695775032, -0.02793397754430771, 0.009720927104353905, 0.017954600974917412, -0.04176933690905571, -0.0008843034156598151, -0.0025989008136093616, -0.04170213267207146, -0.008938189595937729, 0.04024287685751915, -0.04603772237896919, -0.019681336358189583, 0.023699132725596428, 0.038931991904973984, 0.011812790296971798, -0.015596108511090279, -0.007629519794136286, -0.02917996048927307, 0.0017784960800781846, -0.021709999069571495, -0.07412146776914597, -0.06380896270275116, 0.02579464577138424, -0.012298707850277424, -0.02580852434039116, -0.003812346374616027, -0.01921226643025875, -0.046559885144233704, 0.01983281411230564, -0.0335063673555851, -0.018280068412423134, -0.0020484428387135267, 0.011424262076616287, -0.007029302418231964, -0.03855110704898834, 0.03276887536048889, 0.01907983049750328, -0.02013985440135002, 0.0327141135931015, -0.052744265645742416, 0.0319405123591423, 0.03187761455774307, -0.047897305339574814, 0.09571678936481476, 0.028494173660874367, -0.03186950832605362, -0.021351251751184464, 0.04487064853310585, 0.016155026853084564, 0.022659381851553917, -0.028682729229331017, -0.019430842250585556, 0.003823200473561883, 0.0279600340873003, 0.046121809631586075, -0.022905010730028152, -0.03887869417667389, -0.03314878046512604, -0.31380587816238403, -0.0340292863547802, -0.03752806410193443, -0.015890343114733696, 0.01822000928223133, -0.06198824942111969, 0.020039159804582596, -0.016374146565794945, -0.0013794744154438376, -0.04107808321714401, 0.07519378513097763, -0.04676705226302147, 0.01401184406131506, -0.06828455626964569, -0.018650788813829422, 0.017806317657232285, -0.017567506060004234, -0.03460921347141266, 0.008540024049580097, 0.03702385723590851, 0.029010387137532234, -0.017473747953772545, -0.04812031611800194, -0.046234920620918274, -0.03917313367128372, -0.015241440385580063, 0.09783782064914703, 0.011193385347723961, 0.10470987856388092, -0.00443069264292717, 0.076181560754776, 0.031893741339445114, 0.009466676972806454, -0.0990084558725357, -0.02124241553246975, 0.014466901309788227, 0.01464308425784111, 0.008374561555683613, 0.016324518248438835, -0.02368311397731304, -0.07775364071130753, 0.017146816477179527, -0.051058292388916016, -0.04172268137335777, -0.04170376807451248, -0.006680639926344156, 0.0034334887750446796, -0.008737366646528244, -0.009275742806494236, 0.06881164759397507, 0.005153096746653318, -0.018504038453102112, -0.03051021695137024, 0.033618081361055374, 0.021788323298096657, -0.029139896854758263, -0.044024258852005005, -0.011232349090278149, -0.008372071199119091, -0.050841398537158966, 0.03883064165711403, 0.029185619205236435, 0.026620857417583466, -0.059461865574121475, -0.02560458332300186, 0.015123117715120316, -0.018834315240383148, 0.005999435670673847, 0.0693896934390068, -0.0463484451174736, -0.023551784455776215, 0.07096686959266663, -0.006451527122408152, -0.0022733521182090044, 0.013172236271202564, 0.02392558753490448, -0.011651454493403435, 0.05996010825037956, -0.03117205575108528, -0.029561571776866913, 0.031075024977326393, -0.010340491309762001, 0.07342687994241714, -0.04582057148218155, -0.027930309996008873, 0.04639193043112755, -0.0011547523317858577, -0.0025747648905962706, 0.06904179602861404, 0.0123832356184721, -0.02759324200451374, -0.006018070969730616, 0.02992725558578968, -0.09394115209579468, 0.072788305580616, 0.011990300379693508, -0.26212987303733826, 0.027010830119252205, 0.08477558195590973, 0.06343868374824524, -0.02116691693663597, 0.015138903632760048, 0.028815632686018944, -0.014939448796212673, 0.006576781626790762, 0.015825891867280006, -0.004851653706282377, 0.04139483720064163, -0.026666413992643356, -0.03461641073226929, 0.009319301694631577, -0.04126794636249542, 0.07504481077194214, 0.010868051089346409, -0.01221324224025011, 0.0340493768453598, -0.004381260368973017, -0.006117156706750393, 0.15910184383392334, -0.01010648813098669, 0.048129819333553314, 0.007781657390296459, 0.011467410251498222, 0.033217743039131165, 0.06959310173988342, 0.03791427239775658, 0.032974839210510254, 0.012422248721122742, 0.028749706223607063, 0.006801985204219818, 0.03315521776676178, -0.06000914424657822, -0.014983865432441235, 0.07291309535503387, 0.019405530765652657, 0.018959999084472656, -0.004198090638965368, 0.035546135157346725, -0.02621697634458542, 0.016331534832715988, 0.03748442232608795, -0.005601648241281509, 0.02628014050424099, -0.0006795311928726733, -0.017582843080163002, 0.0182795412838459, -0.02677283063530922, -0.032189641147851944, -0.011759581044316292, -0.0027811420150101185, 0.03795095160603523, 0.07605729252099991, -0.00033382081892341375, -0.028146883472800255, 0.005755001213401556, 0.0272026639431715, -0.01982094906270504, -0.0468648225069046, 0.1864277720451355, 0.02010348252952099, 0.03134617581963539 ]
[ -0.015137210488319397, 0.0007463712245225906, -0.02076905407011509, 0.01413805317133665, 0.0037658014334738255, 0.008482527919113636, 0.0490608811378479, 0.033839818090200424, -0.006921440828591585, 0.004214535001665354, 0.024752158671617508, -0.006811578758060932, 0.03377752751111984, -0.05067954584956169, -0.0161605104804039, -0.0005144024617038667, -0.009512034244835377, -0.011944938451051712, 0.04277782142162323, -0.0307537242770195, -0.02754918485879898, 0.0240524560213089, 0.02319132350385189, -0.040227312594652176, -0.01842540316283703, 0.07714379578828812, -0.021756421774625778, -0.006935564335435629, 0.032339729368686676, -0.1348961740732193, -0.060355670750141144, -0.0263887457549572, 0.011958506889641285, -0.0003224982356186956, -0.005928287282586098, -0.015833888202905655, -0.004178586415946484, 0.04740030691027641, 0.025574032217264175, -0.014265000820159912, -0.05120027810335159, 0.015029063448309898, 0.010699120350182056, 0.032059021294116974, -0.023637473583221436, -0.07292857766151428, -0.044900164008140564, -0.026014558970928192, -0.009188774973154068, -0.010203646495938301, -0.008952218107879162, 0.020950840786099434, 0.04066227748990059, -0.017976831644773483, 0.018210791051387787, -0.024026306346058846, -0.02486925758421421, 0.008902679197490215, 0.04030042141675949, 0.03996450453996658, -0.021621298044919968, -0.020353209227323532, -0.06695997714996338, -0.011533091776072979, 0.026185084134340286, -0.01745261810719967, -0.045490674674510956, -0.009494669735431671, -0.004450859036296606, -0.004051361232995987, 0.012251959182322025, -0.009542519226670265, -0.04866667464375496, 0.020486624911427498, -0.024220013990998268, 0.0003882014425471425, 0.006355310324579477, 0.03403270244598389, -0.01208551973104477, -0.04171726852655411, -0.04742586240172386, 0.01146895531564951, 0.01270913053303957, 0.03097262978553772, -0.020035654306411743, 0.0286361463367939, -0.020004408434033394, 0.02674541063606739, -0.009356980212032795, -0.01769266091287136, -0.022628484293818474, -0.019913770258426666, -0.001320181181654334, 0.008824161253869534, -0.0846409723162651, -0.003570624627172947, 0.00988653115928173, -0.04090794175863266, -0.009844040498137474, 0.8150193691253662, -0.008763432502746582, 0.052740905433893204, 0.004052761476486921, 0.014512432739138603, -0.010371726006269455, -0.009640670381486416, 0.014753634110093117, 0.006800282746553421, 0.03953118249773979, -0.05033072084188461, -0.009484561160206795, -0.004915960133075714, 0.02117067016661167, -0.006651261355727911, -0.030021099373698235, 0.004193718079477549, 0.004541562404483557, 0.010298570618033409, 0.041117530316114426, 0.02622366137802601, 0.03801543265581131, -0.05287350341677666, -0.038868315517902374, 0.016023458912968636, 0.02966497279703617, -0.1916315257549286, 0.025658350437879562, -7.840226997774059e-33, -0.015031401067972183, -0.024550849571824074, -0.004395269323140383, -0.012738221324980259, 0.05028613656759262, 0.0022313017398118973, 0.040936071425676346, 0.009436532855033875, 0.01318901963531971, -0.02337949350476265, 0.008565455675125122, -0.021644191816449165, -0.042383648455142975, -0.03999382629990578, 0.015209263190627098, 0.015332059934735298, 0.011078615672886372, 0.039244551211595535, -0.016707051545381546, -0.007939063012599945, 0.00990134384483099, 0.04345722869038582, 0.04746561869978905, -0.008730705827474594, 0.04012753441929817, 0.03276648372411728, 0.0026252372190356255, 0.05139179155230522, 0.030126603320240974, -0.02897408977150917, -0.002554165432229638, 0.005987973418086767, -0.03681885823607445, -0.0009973860578611493, -0.04563615843653679, -0.03228820487856865, -0.029461147263646126, 0.004066063091158867, 0.01797073893249035, 0.01165306381881237, -0.0770430937409401, 0.017446128651499748, -0.030948877334594727, -0.02336026541888714, -0.027211124077439308, -0.023831751197576523, 0.028833305463194847, -0.0021657946053892374, -0.01575860008597374, 0.03424811735749245, 0.012226051650941372, 0.005072553642094135, 0.011961718089878559, 0.022105883806943893, -0.028673965483903885, 0.020579582080245018, -0.005515768192708492, 0.017212990671396255, 0.007718136068433523, 0.056656695902347565, 0.0226886048913002, 0.018831253051757812, -0.008379763923585415, 0.022622128948569298, -0.01208121981471777, -0.010697633028030396, 0.03885750472545624, -0.016748087480664253, 0.01606559380888939, 0.013783460482954979, -0.0540221743285656, 0.011696738190948963, 0.010325359180569649, -0.011994465254247189, 0.008254732005298138, 0.004080139100551605, -0.02321055345237255, -0.003983091562986374, 0.014924976974725723, 0.026315852999687195, -0.005314042791724205, -0.05009480565786362, 0.015897203236818314, -0.041920047253370285, 0.01035684160888195, -0.006780972238630056, 0.005588817875832319, -0.0015020971186459064, -0.028932880610227585, 0.022217968478798866, 0.03486289456486702, 0.019587701186537743, -0.014304118230938911, 0.007492939475923777, -0.027747662737965584, 7.425899034571788e-33, 0.032953303307294846, 0.0013671652413904667, 0.021856604143977165, -0.006988725624978542, -0.029964203014969826, 0.002622760832309723, -0.018678437918424606, -0.016301864758133888, -0.04315613955259323, 0.019944462925195694, 0.017863569781184196, 0.08959312736988068, -0.03602898493409157, 0.013284431770443916, 0.053597286343574524, 0.019893495365977287, 0.017745288088917732, 0.021328501403331757, 0.005136920139193535, -0.006131759379059076, -0.002925518900156021, -0.02016141079366207, -0.03920940309762955, 0.001298202434554696, 0.007846495136618614, 0.040213245898485184, -0.0269699078053236, 0.03063153475522995, 0.03737327456474304, 0.027503153309226036, 0.04075828939676285, 0.018503671512007713, -0.008715114556252956, -0.030388828366994858, 0.01689854823052883, 0.05067048594355583, 0.007555576507002115, 0.015541541390120983, 0.020361514762043953, 0.029247324913740158, 0.026786476373672485, -0.017897795885801315, -0.010873538441956043, 0.022823594510555267, 0.01799815148115158, 0.00851721502840519, 0.01115015521645546, -0.004808478988707066, -0.008679081685841084, 0.024856045842170715, 0.02997642755508423, 0.00678652711212635, 0.021713940426707268, 0.016389451920986176, 0.032014988362789154, -0.03327888622879982, -0.030429815873503685, 0.017334377393126488, -0.03668992221355438, -0.019916018471121788, -0.0039001822005957365, 0.008320682682096958, -0.007805407978594303, 0.008726319298148155, -0.038730986416339874, -0.012763171456754208, -0.04002779349684715, 0.03598581254482269, -0.01642039231956005, -0.017277708277106285, -0.011493525467813015, -0.029631422832608223, -0.012889912351965904, 0.019822074100375175, 0.007653506472706795, -0.009637071751058102, 0.02249940298497677, 0.004317285027354956, -0.010311035439372063, 0.042543329298496246, 0.03866613283753395, 0.036422744393348694, -0.0005497129750438035, -0.021341374143958092, 0.0017430779989808798, 0.0350847952067852, -0.03241061419248581, -0.0019042028579860926, 0.02842964045703411, -0.01933140680193901, -0.003969991113990545, 0.006016826722770929, -0.009279332123696804, 0.020785978063941002, -0.023334810510277748, -1.273708960525255e-8, -0.03910063952207565, -0.020976493135094643, -0.020086022093892097, 0.005247157067060471, 0.04969119653105736, 0.009495687671005726, -0.056926388293504715, 0.0031998876947909594, -0.04147091507911682, 0.0008600347209721804, 0.029937639832496643, -0.01511711347848177, 0.021006468683481216, 0.020432960242033005, -0.015805944800376892, -0.02196520008146763, -0.014937037602066994, -0.014777760952711105, 0.036829397082328796, 0.03266206011176109, 0.0076335459016263485, 0.051269687712192535, 0.04196769371628761, -0.009005480445921421, 0.008425290696322918, -0.024218177422881126, 0.011395310051739216, -0.07612662762403488, -0.02714395709335804, 0.029025426134467125, 0.027803856879472733, -0.01560117956250906, -0.02908933535218239, 0.004826814867556095, -0.008588435128331184, -0.05306432768702507, 0.02131025306880474, -0.0038402127102017403, -0.010686201974749565, 0.03564508631825447, 0.012177671305835247, -0.016722027212381363, -0.03590958192944527, -0.024137437343597412, -0.02648761495947838, -0.009043710306286812, -0.0516696572303772, 0.008254626765847206, 0.016800623387098312, -0.08721212297677994, -0.01035467442125082, -0.015182857401669025, 0.0048144422471523285, 0.02127031981945038, 0.03843687102198601, -0.008698856458067894, -0.013073577545583248, 0.021707626059651375, 0.01308492198586464, 0.024263162165880203, -0.017570190131664276, 0.013528325594961643, -0.005551523994654417, -0.012749390676617622 ]
auto-completion-with-tab-in-dos
https://markhneedham.com/blog/2008/08/13/auto-completion-with-tab-in-dos
false
2008-08-13 23:18:24
Pair Programming: Junior/Junior pair
[ "pairing", "xp", "agile", "tiny-tasks" ]
[ "Pair Programming" ]
When it comes to Pair Programming the Junior/Junior pairing is considered the most likely to lead to disaster. The old joke being that if you pair two Junior Developers together then you'd better hope you have a revert function on your repository. But is this fair? Certainly pairing two Junior Developers together means that you automatically lose the value of the experience and mentoring skills that you would get if there was a Senior Developer as part of the pair. Assuming that we're working on an agile project, the biggest area of risk you have when doing this is the possibility that neither of the developers understood exactly what the story that they are implementing required and they end up going way down the wrong track and not managing to complete it in anywhere near the amount of time that was expected. Now clearly if this happens too many times then it could end up being a project risk, but if the project is being run well then I don't think that this is necessarily a problem. Pairing two Junior Developers together gives them both the opportunity to gain confidence in their own ability. There is no longer a Senior person for them to defer to when there is a decision to be made so they have to step up and make the decision between them. This is a crucial part of our development as there are always decisions to be taken, trade offs to be made, and the ability to deal with this is crucial in agile teams. It is also often the case that the Junior Developers who have just finished at http://www.thoughtworks.com/work-for-us/TWU.html[ThoughtWorks University] have been very well drilled in the art of pair programming and putting two of them together actually results in a very effective pair. They may not have the experience of other team members but their enthusiasm and lack of bad habits means they can be productive. Having said that it is useful to provide a safety net of sorts for the pair so that they do not end up struggling (and I'm not even saying that that will happen). Before starting on the story it is even more important that http://www.thekua.com/atwork/2007/07/19/onboarding-strategy-tiny-tasks[Tiny Tasks] are created for the story being implemented. I find this an indispensable tool and if you ever look at my desk it is peppered with yellow stickies of tasks that I need to do to complete whatever I'm doing. The breaking down of tasks is brilliant for a Developer of any experience level, but is particularly useful here as a Junior pair may not have experience of solving a similar problem before and having a task list will help to keep them on track. It is also useful to ensure that there is a more Senior person in the team (usually the Tech Lead) available to offer coaching/guidance if it is required by the pair. They may not need to intervene very often but the pair should feel that if they do run into problems that there is someone with more experience ready to help them out. Overall I don't think this is a pairing combination that should be avoided, much to the contrary. The team should look for ways that they can help support a Junior/Junior pair and help them to develop their abilities so that them pairing together is not even an issue at all.
null
null
[ 0.024255752563476562, 0.012992109172046185, 0.0003673952305689454, 0.0319380946457386, 0.08990459889173508, 0.01772947609424591, 0.02755272388458252, 0.02722424641251564, 0.009926315397024155, -0.029164334759116173, -0.03268221393227577, -0.0016969374846667051, -0.054824452847242355, 0.0168243907392025, -0.07414969056844711, 0.07172355055809021, 0.07375127077102661, -0.01157099287956953, 0.010053005069494247, 0.0004944791435264051, 0.03848498314619064, 0.08093369752168655, -0.0026242469903081656, 0.03581230714917183, 0.04016970470547676, 0.013166590593755245, -0.0023055016063153744, -0.004699113313108683, -0.052226390689611435, -0.027271069586277008, 0.04766536131501198, -0.01666807010769844, 0.01376679353415966, -0.012958730570971966, 0.010783562436699867, -0.010932115837931633, -0.011918814852833748, 0.03816979005932808, 0.0030813708435744047, -0.004383378196507692, -0.05282491818070412, 0.036041345447301865, -0.02119530364871025, -0.01294018980115652, -0.03897525742650032, 0.00939315464347601, -0.02660614810883999, -0.00041350992978550494, 0.004968127701431513, -0.005073403939604759, -0.0650797188282013, 0.03475004434585571, -0.002897322177886963, -0.02746768854558468, -0.02400125376880169, 0.02218487486243248, 0.008370280265808105, -0.0722067579627037, 0.004437337163835764, -0.041922565549612045, -0.008193939924240112, 0.001907480414956808, 0.00862500537186861, 0.0449257455766201, 0.02536584623157978, -0.030092153698205948, 0.012388751842081547, 0.040220048278570175, -0.045134808868169785, 0.023328091949224472, -0.018015343695878983, -0.0022451577242463827, -0.029660232365131378, -0.029543045908212662, -0.005778399296104908, -0.056191783398389816, 0.0009687784477137029, 0.06179127097129822, 0.042754895985126495, 0.05373351275920868, -0.022473251447081566, 0.017252357676625252, -0.0006054601399227977, 0.011814886704087257, -0.0038677772972732782, -0.025668364018201828, 0.008127187378704548, -0.02786894328892231, -0.0706043615937233, 0.05798714607954025, 0.019461646676063538, -0.06000974029302597, 0.026564879342913628, 0.039497457444667816, -0.010283948853611946, 0.039439857006073, 0.028232788667082787, 0.023524826392531395, 0.005413103848695755, -0.006845814175903797, -0.028464538976550102, -0.006227863486856222, -0.013797635212540627, 0.005091126076877117, -0.08024092763662338, -0.0057924119755625725, 0.0034910659305751324, -0.011050153523683548, -0.016622154042124748, 0.004022140055894852, -0.020884919911623, 0.02152365818619728, -0.028687460348010063, 0.01776394434273243, -0.06641612946987152, 0.08360524475574493, -0.021422266960144043, -0.04276757314801216, -0.027442356571555138, -0.014797341078519821, 0.031741466373205185, 0.007243033964186907, -0.007047742605209351, 0.0754915252327919, 0.005577356554567814, 0.032398246228694916, -0.031394705176353455, 0.04337573051452637, -0.003788383211940527, -0.05266807973384857, -0.006167283281683922, 0.06439770758152008, -0.03977658972144127, -0.002481348579749465, 0.006678776349872351, -0.014230438508093357, 0.0016523826634511352, 0.014392726123332977, 0.015174797736108303, 0.05176600068807602, -0.03161497786641121, -0.015949424356222153, 0.008783450350165367, 0.02705908752977848, 0.022007213905453682, 0.009734110906720161, -0.020834749564528465, -0.02297954633831978, -0.03294038772583008, 0.006838679313659668, 0.012228982523083687, 0.029299475252628326, 0.017811274155974388, -0.04846356064081192, 0.017271002754569054, 0.09689502418041229, 0.047904010862112045, -0.013007530011236668, -0.014091155491769314, 0.0302638728171587, 0.033382222056388855, 0.016185510903596878, -0.002273082733154297, 0.022179020568728447, 0.02359025925397873, -0.006527526769787073, 0.004183446057140827, 0.021716052666306496, 0.008979224599897861, 0.021919865161180496, -0.07721816748380661, -0.04445910453796387, 0.04409635439515114, -0.0543777234852314, -0.02735079638659954, 0.033545270562171936, 0.06892479211091995, 0.04416024312376976, 0.02063359133899212, 0.02408628724515438, -0.08538555353879929, 0.026667166501283646, 0.024301743134856224, 0.024432675912976265, 0.027735229581594467, -0.009320758283138275, 0.04162537679076195, 0.02373928762972355, -0.00435249600559473, 0.04014324024319649, -0.08868236094713211, -0.08626843988895416, -0.005820647347718477, -0.02178184874355793, 0.04292957857251167, -0.06044162064790726, -0.015259640291333199, 0.08155272156000137, 0.01696786656975746, 0.050134021788835526, 0.01270977407693863, 0.027919676154851913, -0.004426022991538048, -0.044436950236558914, -0.05092552304267883, 0.0715155154466629, 0.04111503064632416, 0.011507607065141201, -0.037763141095638275, 0.02625207230448723, 0.0029194329399615526, -0.006086088716983795, 0.04282661899924278, -0.0329970046877861, 0.05264270678162575, -0.0058215404860675335, 0.03377238288521767, -0.030831510201096535, 0.055820342153310776, -0.05110538378357887, -0.0037659169174730778, -0.002358101075515151, -0.007776590995490551, 0.0168418250977993, -0.0011607592459768057, 0.10434594005346298, 0.06619133800268173, -0.05005396902561188, -0.03302570432424545, 0.028925083577632904, 0.026593128219246864, -0.04376242309808731, -0.004699097480624914, 0.009421141818165779, 0.008627047762274742, 0.015261739492416382, -0.06264820694923401, -0.047124233096838, 0.011780665256083012, -0.04247049614787102, 0.00040525145595893264, 0.07133139669895172, -0.03335772827267647, 0.07361184060573578, 0.0036587012000381947, -0.028833460062742233, 0.00962576363235712, -0.0030645530205219984, -0.0483221709728241, 0.017680436372756958, 0.02448510006070137, -0.013992390595376492, 0.048860080540180206, -0.02510502189397812, -0.035266440361738205, -0.03884768486022949, -0.030022621154785156, 0.009169991128146648, 0.035388801246881485, 0.05527191236615181, -0.01592540368437767, 0.04826314374804497, -0.015917198732495308, 0.020265573635697365, -0.0018646003445610404, -0.03225970268249512, -0.0276634618639946, -0.015546279028058052, 0.010252443142235279, 0.018313011154532433, -0.010981632396578789, 0.014623798429965973, 0.017232147976756096, -0.003930576145648956, -0.019070608541369438, -0.0075992681086063385, 0.023332538083195686, -0.002797421533614397, 0.0026124122086912394, -0.03616746887564659, -0.014540624804794788, 0.04557983949780464, -0.045442353934049606, -0.029335886240005493, -0.005418869201093912, -0.07343506813049316, 0.05333607643842697, -0.0671333596110344, -0.047815948724746704, -0.012128578498959541, 0.030339062213897705, 0.052418384701013565, -0.004911003168672323, 0.017419636249542236, 0.06359944492578506, 0.01477438397705555, 0.015561887063086033, 0.025489799678325653, 0.0061926222406327724, 0.05146697163581848, 0.020055308938026428, -0.021404605358839035, 0.056297603994607925, -0.012694626115262508, -0.012718257494270802, -0.03693440929055214, 0.058351702988147736, -0.029326582327485085, -0.2855430543422699, 0.025859663262963295, 0.009553388692438602, -0.04403022304177284, 0.012311623431742191, -0.017973244190216064, 0.006883289199322462, -0.04826439544558525, -0.014645207673311234, 0.024562940001487732, -0.039888836443424225, -0.04772622510790825, -0.01094806008040905, 0.035465095192193985, -0.004027064424008131, 0.009465889073908329, 0.040874265134334564, -0.02295984886586666, -0.0074334037490189075, 0.04457477480173111, -0.03324102982878685, -0.05845029279589653, -0.004224320407956839, 0.026932761073112488, 0.05066560208797455, 0.05083367973566055, -0.06018003076314926, 0.025950517505407333, -0.05699620395898819, -0.01122961938381195, 0.004512465093284845, 0.007149878889322281, 0.014166212640702724, -0.03419513627886772, -0.017037339508533478, -0.013754965737462044, 0.03277057781815529, 0.01419449970126152, -0.005298386327922344, 0.021914567798376083, -0.027308855205774307, -0.041993509978055954, -0.0029368107207119465, 0.019449636340141296, 0.05676871910691261, -0.01790425181388855, -0.07827836275100708, 0.014624503441154957, -0.023470120504498482, 0.08525431901216507, -0.05099765583872795, -0.028721164911985397, -0.0010110816219821572, 0.03126975893974304, -0.018082723021507263, -0.03267545998096466, -0.006973319221287966, -0.012340600602328777, -0.03312874212861061, -0.013047021813690662, -0.01885172538459301, -0.033607903867959976, -0.00831137876957655, -0.03249351307749748, 0.00927739217877388, -0.056475929915905, -0.0592733770608902, -0.020956601947546005, 0.07457113265991211, -0.009431792423129082, -0.03640873357653618, -0.004875205457210541, 0.003658524714410305, -0.09992445260286331, -0.0007794927223585546, 0.011569356545805931, -0.02863340638577938, 0.012174049392342567, 0.003214470576494932, 0.0463409349322319, -0.02448902651667595, -0.0589061938226223, 0.03159119561314583, 0.013034658506512642, 0.017620792612433434, 0.0028186552226543427, 0.039507508277893066, 0.03426907956600189, -0.00866101123392582, 0.014992165379226208, 0.05831429734826088, 0.012410730123519897, -0.033949192613363266, -0.02529039792716503, 0.0418313592672348, -0.0004840807232540101, 0.012112496420741081, -0.010863578878343105, -0.003574128495529294, 0.0240047425031662, -0.021878736093640327, -0.054647237062454224, 0.023656753823161125, -0.007188980467617512, -0.006134187802672386, -0.022522052749991417, -0.05193416029214859, 0.03374890610575676, 0.029704995453357697, 0.04507311433553696, -0.0017095392104238272, -0.015966419130563736, 0.005090332590043545, -0.038968682289123535, -0.03834128752350807, -0.030371038243174553, 0.004024827387183905, 0.05223400145769119, -0.025636926293373108, 0.005942980293184519, -0.07964576780796051, 0.011732024140655994, -0.011226934380829334, 0.006101620849221945, -0.07742121815681458, -0.029616912826895714, -0.011537803336977959, -0.023978697136044502, 0.021797867491841316, 0.015465715900063515, -0.03389092534780502, 0.04020073264837265, 0.02188142016530037, -0.06430640071630478, 0.00325042218901217, -0.027093494310975075, -0.06431765854358673, -0.022727034986019135, -0.004538188688457012, -0.02636641636490822, 0.004711916670203209, 0.04007918760180473, 0.007549999747425318, 0.008068897761404514, 0.04201606661081314, 0.00807772297412157, 0.019474510103464127, -0.017497751861810684, 0.024571798741817474, 0.0002446543949190527, 0.014520157128572464, -0.07830731570720673, 0.016923541203141212, -0.04804493486881256, -0.032554347068071365, -0.03211481496691704, 0.012079920619726181, -0.007025614380836487, -0.03455602750182152, -0.010828832164406776, -0.009277226403355598, -0.05495711416006088, -0.026769356802105904, -0.03565504401922226, 0.03694035857915878, 0.0708039179444313, -0.006306590978056192, -0.005321454256772995, -0.0450664758682251, -0.00942825898528099, 0.014782222919166088, 0.02005597949028015, -0.04978432506322861, -0.014934142120182514, 0.003773300675675273, 0.02246389165520668, 0.0014395547332242131, -0.011795745231211185, 0.06444784998893738, 0.017848577350378036, 0.009690854698419571, 0.003902698401361704, 0.008235818706452847, 0.017243018373847008, 0.02820340171456337, 0.013192202895879745, -0.002493178239092231, -0.019373968243598938, -0.02601240761578083, -0.025240473449230194, -0.050234291702508926, -0.02592795342206955, 0.026521818712353706, 0.01729191280901432, -0.030392277985811234, -0.07390634715557098, 0.035375095903873444, 0.04662849009037018, 0.011141077615320683, 0.015008143149316311, -0.0164334699511528, 0.020963970571756363, -0.03309673070907593, 0.02581332065165043, 0.07071379572153091, -0.07445356249809265, 0.0034307781606912613, 0.005618293769657612, -0.008807990700006485, -0.008470974862575531, -0.011607851833105087, -0.026263223960995674, -0.032302580773830414, -0.038136765360832214, 0.011126726865768433, -0.07060318440198898, 0.00020858582865912467, -0.009130529128015041, 0.020420897752046585, -0.003196512581780553, -0.023357389494776726, -0.02527713030576706, -0.00946909561753273, -0.015582953579723835, -0.027318503707647324, 0.010230760090053082, -0.04765726625919342, 0.012563836760818958, 0.0320766419172287, -0.03518132120370865, 0.013857332989573479, -0.03806295245885849, 0.0192425437271595, 0.00035282131284475327, -0.03118528611958027, -0.0057848719879984856, -0.022976713255047798, -0.00032556988298892975, 0.02370329201221466, 0.03924783691763878, -0.008891185745596886, -0.02134336344897747, -0.033595290035009384, -0.010421223938465118, -0.03459210693836212, -0.009652810171246529, -0.02468276582658291, -0.013719795271754265, 0.010400117374956608, 0.057901762425899506, 0.0359366349875927, 0.030356060713529587, -0.02015240490436554, -0.009477710351347923, 0.04813797026872635, -0.05718914046883583, -0.05134531855583191, -0.0417095385491848, -0.0439164936542511, -0.006494834553450346, 0.010993380099534988, 0.028671596199274063, -0.05278006196022034, 0.036571573466062546, 0.03031047061085701, 0.04532407224178314, 0.02953213080763817, -0.020933760330080986, 0.03278492018580437, -0.07001301646232605, 0.009568898007273674, -0.08576814085245132, 0.01321391761302948, 0.019792497158050537, 0.006139455828815699, 0.009858214296400547, -0.0019835082348436117, -0.03262709826231003, 0.02857648767530918, -0.08471759408712387, -0.004585531074553728, 0.049064457416534424, 0.007598256692290306, -0.002854958176612854, 0.014330403879284859, -0.07460363209247589, 0.03924393653869629, 0.014272100292146206, -0.041236162185668945, -0.03046230971813202, -0.02699362114071846, 0.0496213436126709, 0.023617388680577278, 0.032286569476127625, -0.03597601130604744, -0.0005295018781907856, 0.08123897016048431, 0.004839883651584387, -0.004014155361801386, 0.0628344938158989, -0.003206417430192232, 0.04159131273627281, 0.04347116872668266, 0.009020940400660038, -0.019201533868908882, 0.01791655458509922, -0.001591439708136022, -0.06315964460372925, 0.03427469730377197, 0.014547577127814293, -0.03337159752845764, -0.023940933868288994, 0.04941246658563614, 0.004399457480758429, -0.040390778332948685, -0.01990313082933426, -0.0024173245765268803, -0.05754217877984047, 0.025062179192900658, -0.02807294763624668, -0.0157830398529768, -0.0655699372291565, 0.046573054045438766, 0.005224389489740133, 0.01272603403776884, 0.06912250071763992, 0.018777314573526382, -0.03050270490348339, 0.007139912806451321, 0.09089579433202744, 0.06623788923025131, 0.06748288124799728, 0.01586572453379631, 0.07101842761039734, -0.007864495739340782, -0.05860701948404312, 0.034152816981077194, -0.01238978747278452, -0.006208229344338179, -0.025150148198008537, 0.026397401466965675, 0.048462290316820145, 0.0012585610384121537, 0.06489786505699158, 0.0010508802952244878, -0.015252947807312012, 0.027714703232049942, 0.028115777298808098, 0.010085824877023697, 0.07077650725841522, 0.0023998396936804056, 0.021050043404102325, -0.019658422097563744, -0.035582028329372406, 0.03018617443740368, -0.02713657170534134, -0.01764298602938652, 0.022403711453080177, 0.0010481150820851326, 0.019804639741778374, 0.03136710822582245, 0.009611275978386402, 0.08469533175230026, -0.047504667192697525, -0.0034977025352418423, -0.019739950075745583, 0.03978847712278366, -0.00022457147133536637, 0.01065674889832735, -0.012472269125282764, -0.03063119575381279, 0.004108530469238758, -0.014965299516916275, -0.018941909074783325, -0.017581041902303696, -0.012083723209798336, 0.059705186635255814, -0.0269236508756876, 0.017680736258625984, 0.041697099804878235, -0.006694651674479246, -0.020172705873847008, -0.06433246284723282, -0.027402712032198906, -0.033732663840055466, -0.039003875106573105, -0.0030543904285877943, 0.011529282666742802, -0.0011541470885276794, -0.02698809839785099, -0.002399355871602893, -0.013207820244133472, -0.030874403193593025, 0.05297897011041641, -0.05622756853699684, -0.03903023898601532, 0.011702526360750198, 0.022822853177785873, 0.04611002653837204, 0.028339682146906853, 0.04414014518260956, -0.00915051531046629, -0.016708804294466972, -0.01381010189652443, 0.00838439166545868, 0.030660072341561317, 0.015097962692379951, 0.000041727358620846644, -0.07541412115097046, 0.01664113439619541, 0.04236358776688576, -0.013906760141253471, -0.05967198312282562, 0.029515404254198074, 0.01554541289806366, -0.013084560632705688, 0.054631587117910385, -0.023771982640028, 0.009335474111139774, -0.05896919593214989, 0.0027694820892065763, -0.020880362018942833, 0.014074498787522316, 0.044433318078517914, -0.03590577468276024, 0.09240186959505081, 0.014529476873576641, -0.006413920782506466, -0.043041203171014786, -0.010790667496621609, 0.02387739159166813, -0.016489975154399872, -0.004205430392175913, -0.030881382524967194, -0.015927985310554504, -0.08057253062725067, -0.026638509705662727, 0.010357228107750416, -0.02574438415467739, -0.03963236138224602, 0.04284936934709549, 0.033176813274621964, -0.02929718792438507, 0.02350102737545967, -0.05456048995256424, 0.049730829894542694, -0.02334788627922535, 0.003677890868857503, 0.010305076837539673, 0.025072278454899788, -0.017161764204502106, 0.0046071880497038364, 0.022106193006038666, -0.044726986438035965, 0.019313842058181763, -0.0021800899412482977, 0.03171943128108978, 0.03421986848115921, 0.0053918794728815556, 0.017320699989795685 ]
[ -0.08546607941389084, -0.01061794813722372, -0.039422858506441116, -0.03597449138760567, 0.02989400550723076, -0.034336090087890625, -0.022652195766568184, 0.0021347200963646173, -0.005719293840229511, -0.03703742474317551, 0.0037737737875431776, -0.013830187730491161, 0.03278179466724396, -0.038973137736320496, 0.09041181206703186, -0.001533951610326767, -0.035996802151203156, -0.04476860538125038, -0.002064300933852792, 0.035199444741010666, -0.001548046595416963, -0.06101689115166664, -0.044278379529714584, -0.04119328409433365, 0.016211671754717827, 0.052898384630680084, 0.009654379449784756, -0.05565432459115982, 0.01513065304607153, -0.18195512890815735, 0.025014549493789673, 0.04150015115737915, 0.040480151772499084, -0.022711528465151787, 0.021290916949510574, 0.07541894167661667, 0.01672300323843956, 0.014284235425293446, 0.006702955346554518, 0.011657732538878918, 0.01684586890041828, 0.014009157195687294, -0.05056421458721161, -0.0600150004029274, 0.01236653234809637, -0.001590329804457724, -0.013328555040061474, -0.055170901119709015, -0.03376156836748123, 0.011130365543067455, -0.02923315390944481, -0.06177319586277008, -0.026832986623048782, -0.015301172621548176, -0.01047820970416069, 0.07593444734811783, 0.03185850381851196, 0.03766342252492905, -0.032885052263736725, 0.060453012585639954, -0.0016690455377101898, -0.04053230211138725, -0.14009636640548706, 0.04055841639637947, 0.04791655018925667, 0.04160257428884506, -0.058183711022138596, -0.024252040311694145, -0.02083381824195385, 0.1001439169049263, 0.017854945734143257, -0.025230690836906433, -0.011114435270428658, 0.04213749244809151, 0.024100271984934807, 0.02554735727608204, -0.0059859007596969604, 0.017259418964385986, 0.0371115542948246, -0.02929905243217945, -0.058234669268131256, -0.019322646781802177, -0.024454928934574127, 0.0011963737197220325, -0.03662402182817459, 0.025674138218164444, -0.00023265300842467695, 0.02362230233848095, 0.03928949311375618, 0.021614868193864822, 0.05800332874059677, -0.00282529485411942, 0.030566638335585594, -0.013322805985808372, -0.0753321647644043, 0.006792959291487932, 0.020270079374313354, -0.0011222580214962363, -0.056359510868787766, 0.45139598846435547, -0.036993641406297684, -0.022397374734282494, 0.10007881373167038, 0.03053969517350197, -0.012767133302986622, -0.0037120783235877752, 0.013811826705932617, -0.04788236320018768, 0.053866129368543625, -0.034281596541404724, 0.027515321969985962, 0.009631483815610409, 0.0327082984149456, -0.05114219710230827, -0.007455004379153252, 0.05867092311382294, 0.003083396004512906, 0.03845800459384918, 0.011878112331032753, -0.0020462775137275457, -0.00431077042594552, 0.010471586138010025, 0.01905050128698349, 0.02536643296480179, -0.02818399667739868, -0.034834038466215134, 0.016560150310397148, 0.0443534217774868, 0.029750535264611244, -0.009746789932250977, 0.05644601210951805, -0.05176283046603203, -0.05016838386654854, -0.005145539529621601, -0.023713018745183945, -0.004105376545339823, 0.009579511359333992, -0.0173534844070673, -0.026828618720173836, 0.04124313220381737, 0.028560401871800423, -0.02148243971168995, 0.03787955269217491, -0.03327815607190132, -0.02753804810345173, 0.1256537139415741, 0.023322805762290955, -0.007965454831719398, -0.0006777210510335863, -0.01680753566324711, -0.025913778692483902, 0.005654769483953714, 0.009245519526302814, -0.048318441957235336, 0.041146669536828995, -0.011404624208807945, 0.08438390493392944, -0.015575827099382877, -0.060433633625507355, 0.014305653050541878, -0.01507590338587761, -0.019518790766596794, -0.0831179991364479, 0.028817670419812202, 0.09237696975469589, -0.1184806078672409, 0.009083363227546215, -0.004931436385959387, 0.0242336243391037, -0.05713142454624176, -0.009488874115049839, 0.025393951684236526, 0.03427039086818695, -0.02395687811076641, 0.051326435059309006, -0.039344001561403275, -0.03931962698698044, 0.002952021546661854, 0.060501828789711, 0.013845828361809254, 0.021448271349072456, 0.03736693039536476, -0.020577335730195045, -0.008727575652301311, -0.026750117540359497, -0.0726892352104187, -0.025867274031043053, -0.016318365931510925, -0.03248653933405876, -0.020057933405041695, -0.04154358059167862, -0.01494396012276411, -0.0455656535923481, 0.1058930903673172, -0.003657541936263442, -0.02411842904984951, 0.03252945840358734, -0.03569100424647331, -0.05020929127931595, -0.01786269061267376, -0.06836962699890137, 0.040326252579689026, -0.034625787287950516, 0.021852316334843636, -0.06930352747440338, 0.035603735595941544, 0.05028262734413147, -0.03559510409832001, 0.07325270771980286, 0.05399811267852783, -0.006098195910453796, -0.06580574065446854, 0.0121446643024683, 0.021517090499401093, -0.014430046081542969, 0.009848689660429955, -0.0032078225631266832, 0.06269827485084534, 0.003512175753712654, 0.03846578672528267, -0.004984322004020214, 0.05887360870838165, 0.03224637359380722, -0.3479697108268738, -0.010875209234654903, -0.020070865750312805, 0.005540019832551479, 0.0008345647947862744, -0.030532440170645714, 0.025279304012656212, -0.0342104434967041, -0.06384555995464325, -0.007070671301335096, 0.10500525683164597, -0.02323763631284237, -0.0075014689937233925, -0.07128594815731049, 0.0012932607205584645, 0.02874317392706871, -0.03962574899196625, -0.005270256660878658, -0.013026928529143333, -0.018451539799571037, 0.015347856096923351, 0.009529889561235905, -0.02391144447028637, -0.03537796065211296, 0.015451247803866863, -0.032013002783060074, 0.09082203358411789, -0.004342405125498772, 0.07390020042657852, -0.04360460117459297, 0.037063512951135635, 0.003458145773038268, 0.021622613072395325, -0.09496711194515228, 0.023332439363002777, -0.008053026162087917, 0.020286450162529945, -0.08363547921180725, 0.022522401064634323, -0.031895820051431656, -0.061541177332401276, 0.009114444255828857, -0.04649198055267334, -0.044369738548994064, -0.06673748046159744, -0.008549501188099384, -0.04449974745512009, -0.025530211627483368, -0.001408399548381567, 0.06660079210996628, 0.002836221596226096, 0.014532570727169514, 0.029038332402706146, -0.0033789665903896093, -0.00545051833614707, -0.024704936891794205, -0.09303367882966995, 0.046161677688360214, 0.0091130081564188, -0.020986294373869896, 0.02316230908036232, 0.06178153306245804, 0.02647877298295498, -0.050393376499414444, 0.01547630038112402, -0.009741113521158695, 0.01164181623607874, 0.025983447209000587, 0.03377225622534752, -0.030219808220863342, 0.01763182319700718, 0.07675081491470337, 0.011534818448126316, -0.0071426075883209705, 0.004045949317514896, 0.00028179201763123274, -0.011422396637499332, -0.0066729444079101086, 0.033095378428697586, -0.01057256106287241, 0.010919266380369663, -0.06300663948059082, 0.012954859994351864, -0.003110591322183609, 0.006960626225918531, 0.004880803171545267, 0.011733237653970718, -0.013108455576002598, 0.03968215733766556, 0.00335317337885499, -0.029467293992638588, -0.004561915528029203, -0.006791258230805397, -0.018701378256082535, 0.07405119389295578, 0.00013018804020248353, -0.2528448700904846, 0.01658046245574951, 0.03579403832554817, 0.013576905243098736, -0.01782924495637417, 0.0287453792989254, 0.030021727085113525, -0.04999054595828056, 0.0018286347622051835, 0.007509739138185978, 0.0362117700278759, 0.020235303789377213, 0.008357958868145943, -0.010307448916137218, 0.05000743269920349, 0.025249328464269638, 0.04885316267609596, -0.012494617141783237, 0.012671737931668758, -0.026713170111179352, 0.020879553630948067, -0.004493241664022207, 0.14938640594482422, -0.00752068730071187, 0.06478762626647949, 0.019664954394102097, -0.020572854205965996, 0.021517451852560043, 0.05931774526834488, -0.0032418204937130213, 0.0013696086825802922, 0.0209173783659935, 0.054407183080911636, -0.021168524399399757, 0.01193053275346756, -0.025701278820633888, -0.025262093171477318, 0.013280810788273811, 0.02558957412838936, 0.0382050983607769, 0.01462212111800909, -0.004579978995025158, -0.009827868081629276, -0.006151649169623852, 0.08767233788967133, 0.0016185458516702056, 0.005331453867256641, -0.026629559695720673, -0.06447401642799377, -0.01882634311914444, -0.0440698005259037, -0.039931997656822205, 0.027974214404821396, -0.012428891845047474, 0.014040310867130756, 0.06265028566122055, 0.026079026982188225, -0.018250498920679092, -0.011266117915511131, 0.0007494544261135161, 0.0025075054727494717, 0.004923318512737751, 0.07627452164888382, 0.05355231091380119, 0.029759017750620842 ]
[ 0.006144056096673012, 0.008838223293423653, -0.004151284694671631, 0.003387114265933633, 0.015944166108965874, 0.026531122624874115, -0.009772203862667084, -0.0041753798723220825, 0.0037620849907398224, 0.015277990140020847, -0.01682809181511402, 0.03613010421395302, 0.018018830567598343, -0.006626724265515804, -0.009660078212618828, 0.013673649169504642, -0.017748862504959106, -0.004195587243884802, 0.030610671266913414, -0.003765719011425972, -0.04014669358730316, -0.021800698712468147, -0.03477313742041588, -0.01575375720858574, 0.009332817979156971, -0.010898452252149582, -0.026216845959424973, -0.006921057589352131, 0.021498220041394234, -0.12335561215877533, -0.03603265807032585, -0.03383524343371391, 0.023672694340348244, 0.00735510652884841, -0.000056234293879242614, 0.005377175752073526, 0.028126083314418793, 0.00735139288008213, 0.004997858311980963, -0.017198121175169945, -0.014466851949691772, 0.008121679536998272, -0.010297808796167374, -0.03755590319633484, -0.023980995640158653, -0.009547974914312363, -0.015672998502850533, -0.07502369582653046, -0.019535476341843605, 0.004203811287879944, -0.03982540965080261, -0.010923068039119244, -0.021171221509575844, -0.011906388215720654, 0.03745090961456299, 0.01841403916478157, 0.004684259183704853, -0.04055165871977806, 0.008154642768204212, 0.023938996717333794, 0.0014577154070138931, -0.004530481994152069, -0.05388965457677841, -0.0424460768699646, -0.00027546079945750535, -0.046124279499053955, 0.00442174356430769, 0.003775262739509344, 0.00018625473603606224, -0.005189698189496994, -0.009403206408023834, 0.012851875275373459, -0.026679567992687225, -0.029207590967416763, -0.0002027440641541034, 0.022768909111618996, 0.00157014443539083, -0.02061893604695797, 0.03887975588440895, -0.033785380423069, -0.06702537834644318, 0.020415550097823143, -0.022678067907691002, -0.002669653855264187, 0.0030549736693501472, 0.00032203210867010057, 0.010910573415458202, -0.01857393980026245, 0.01900206319987774, 0.006485823541879654, -0.029146404936909676, 0.04046079143881798, 0.028642917051911354, -0.006068824324756861, -0.06730953603982925, -0.0002531731443013996, -0.003439295571297407, -0.0061325919814407825, -0.013316886499524117, 0.837482213973999, -0.021315615624189377, 0.02044028416275978, 0.05121707171201706, -0.01648741401731968, 0.017874334007501602, -0.0073193153366446495, 0.024247286841273308, -0.03294845297932625, 0.02772531658411026, -0.015333299525082111, 0.01753864251077175, 0.0016913313884288073, 0.029783165082335472, 0.012607318349182606, 0.020977940410375595, 0.0344911627471447, -0.0015749703161418438, 0.02934408001601696, -0.01939411275088787, -0.019759712740778923, 0.03417656943202019, 0.02238842099905014, 0.035869378596544266, -0.015438082627952099, 0.024673689156770706, -0.18184489011764526, 0.02534092776477337, -8.137781352165643e-33, 0.06423566490411758, 0.022589920088648796, -0.016572369262576103, 0.011577386409044266, 0.011734099127352238, -0.0022750236093997955, 0.009962537325918674, -0.00996569823473692, -0.03834301605820656, -0.01070703100413084, -0.02100435271859169, -0.029577240347862244, 0.02246483601629734, -0.0052667707204818726, 0.005308206658810377, -0.03675291687250137, 0.016059402376413345, 0.008304374292492867, -0.024332262575626373, 0.06656917929649353, 0.027298668399453163, 0.04388309270143509, -0.008267520926892757, -0.0021240385249257088, 0.016532739624381065, -0.018506912514567375, 0.0014709274983033538, 0.013978150673210621, 0.024101881310343742, -0.040556035935878754, -0.03747595474123955, 0.026402143761515617, -0.013969860039651394, -0.016726834699511528, -0.0192552600055933, -0.03535112366080284, -0.020817574113607407, 0.009724920615553856, 0.0020797206088900566, -0.010346495546400547, -0.02683676965534687, 0.008819936774671078, -0.03164741024374962, 0.0054968539625406265, 0.024384815245866776, -0.0024944148026406765, 0.04395768791437149, 0.050361327826976776, 0.014013344421982765, -0.057720646262168884, -0.02705466002225876, 0.028170498088002205, -0.008691859431564808, 0.003731873817741871, -0.026036785915493965, 0.025308800861239433, 0.012709064409136772, 0.015031143091619015, -0.004850227385759354, 0.012810890562832355, 0.012834413908421993, -0.008993291296064854, -0.04825841262936592, -0.001345170778222382, -0.004515489097684622, -0.016398465260863304, 0.026348480954766273, -0.0001615442306501791, 0.04124193266034126, 0.0022850600071251392, -0.04914626106619835, -0.0007777661667205393, 0.016354383900761604, -0.0488121472299099, -0.002498040907084942, 0.000561906723305583, 0.005327322985976934, 0.023598913103342056, -0.014061668887734413, 0.0260770283639431, -0.010180778801441193, -0.006027322728186846, -0.016413548961281776, -0.01999235898256302, -0.03003804385662079, -0.0059027643874287605, -0.0023917113430798054, -0.012343548238277435, -0.016896488144993782, 0.05170953646302223, 0.030423667281866074, -0.0009486053022556007, 0.011629984714090824, -0.015457100234925747, 0.02855168655514717, 8.304204903619185e-33, -0.009280489757657051, -0.01370721124112606, 0.017196472734212875, -0.0007313904352486134, 0.0882670134305954, -0.010143682360649109, 0.020677249878644943, -0.040691230446100235, -0.06169739365577698, 0.023673882707953453, -0.012317138724029064, -0.014501607976853848, -0.04953181743621826, 0.02021877095103264, 0.03519399091601372, 0.013843770138919353, 0.02529812417924404, 0.020526323467493057, 0.03608337417244911, -0.018129920586943626, 0.04124901443719864, 0.010704543441534042, 0.007688579149544239, 0.017045071348547935, 0.07887628674507141, 0.045458730310201645, 0.014684946276247501, -0.008397084660828114, -0.011785292066633701, -0.0006818202091380954, -0.007554847281426191, -0.010255933739244938, 0.008582176640629768, -0.012051057070493698, -0.009631353430449963, 0.021577108651399612, -0.06510800123214722, -0.045157790184020996, -0.009599457494914532, -0.0014185014879330993, -0.00886534247547388, 0.008427437394857407, 0.012465288862586021, 0.0072232806123793125, 0.045932967215776443, -0.014598159119486809, 0.0042249648831784725, -0.004809428472071886, -0.03873426094651222, -0.005777023267000914, 0.009320358745753765, 0.03249381110072136, -0.01776355877518654, -0.017120666801929474, -0.008221258409321308, -0.03671365976333618, 0.005551140755414963, 0.00023341501946561038, 0.023712685331702232, 0.019542746245861053, 0.045764368027448654, -0.028376765549182892, -0.008131478913128376, 0.022916626185178757, -0.03904018551111221, 0.043481532484292984, 0.007038038223981857, 0.011800048872828484, -0.03489759564399719, 0.02231224812567234, -0.013150178827345371, -0.021656427532434464, 0.05118739604949951, 0.01941121369600296, -0.0104271424934268, -0.03579593449831009, -0.042537953704595566, -0.0030499815475195646, -0.02305661514401436, 0.003884651232510805, 0.006823066622018814, 0.021849244832992554, 0.0028657615184783936, 0.01728813163936138, 0.017530998215079308, 0.03020520508289337, -0.0007065290701575577, 0.050218358635902405, -0.016915064305067062, -0.0036886956077069044, -0.014626326970756054, -0.031362779438495636, 0.03832382708787918, 0.01082019042223692, -0.011473298072814941, -1.3740983462184886e-8, 0.0022432184778153896, 0.006310810800641775, -0.04669327288866043, -0.005289024673402309, 0.005092186853289604, 0.011976046487689018, -0.023512303829193115, 0.004004208836704493, -0.003365714568644762, 0.03353952616453171, 0.04097524657845497, -0.030453715473413467, -0.005384651944041252, 0.0013394687557592988, 0.07552511245012283, -0.02608010545372963, 0.002561500994488597, -0.03675345703959465, 0.017227696254849434, -0.019584057852625847, 0.01776779256761074, 0.06048654764890671, -0.04713190346956253, 0.07254141569137573, -0.044143471866846085, -0.00965237058699131, 0.02418540231883526, -0.04856707900762558, 0.014637705869972706, -0.00014604484022129327, -0.005179338622838259, -0.01302802562713623, -0.04411179944872856, 0.03226594626903534, 0.00639612739905715, -0.013530699536204338, 0.022014260292053223, 0.025821181014180183, 0.015256443060934544, 0.016518451273441315, -0.006540908012539148, 0.01684589684009552, -0.024167634546756744, -0.022533077746629715, 0.007692837622016668, 0.02645416557788849, -0.036565348505973816, -0.010561573319137096, -0.0022552250884473324, -0.021083487197756767, 0.014798914082348347, -0.017731960862874985, 0.016439778730273247, 0.0266994908452034, -0.006708445027470589, 0.015066549181938171, -0.0359981395304203, -0.011027462780475616, -0.008208888582885265, -0.03331518918275833, 0.006435593590140343, 0.01744099333882332, -0.003661157563328743, -0.03170248866081238 ]
pair-programming-juniorjunior-pair
https://markhneedham.com/blog/2008/08/13/pair-programming-juniorjunior-pair
false
2008-08-13 22:27:40
If Else statements in batch files
[ "batch-scripts", "dos", "command-line" ]
[ "Batch Scripting" ]
I mentioned in a couple of http://www.markhneedham.com/blog/2008/08/12/getting-the-current-working-directory-from-dos-or-batch-file/[earlier] http://www.markhneedham.com/blog/2008/08/08/spaces-in-batch-scripts/[posts] that I've been doing quite a bit of work with batch files and the windows command line, and today I wanted to do an If Else statement in one of my scripts. I thought it would be relatively simple, but after various searches and having read articles that suggested that there wasn't an ELSE construct in batch land I finally found a http://www.codeguru.com/forum/showthread.php?t=377124[forum post] which explained how to do it. The script I'm working on takes in a working directory as one of the arguments and what I wanted to do was either set a variable to be the value passed in, or if the value passed in was '.' then to set it to the link:2008/08/12/getting-the-current-working-directory-from-dos-or-batch-file/[current working directory].+++<table class="CodeRay">++++++<tr>++++++<td class="line_numbers" title="click to toggle" onclick="with (this.firstChild.style) { display = (display == '') ? 'none' : '' }">++++++<pre>+++1+++<tt>++++++</tt>+++2+++<tt>++++++</tt>+++3+++<tt>++++++</tt>+++4+++<tt>++++++</tt>+++5+++<tt>++++++</tt>+++~~~</td> +++<td class="code">++++++<pre ondblclick="with (this.style) { overflow = (overflow == 'auto' || overflow == '') ? 'visible' : 'auto' }">+++IF &quot;%1&quot;==&quot;.&quot; (+++<tt>++++++</tt>+++ set WORKING_DIRECTORY=%cd%+++<tt>++++++</tt>+++) ELSE (+++<tt>++++++</tt>+++ set WORKING_DIRECTORY=%1+++<tt>++++++</tt>+++)~~~</td> </tr></table> I played around with this a little bit and it does seem that the brackets need to be in that exact format otherwise it doesn't work at all. Even putting brackets around the IF part of the statement will stop the script from working as expected. IF statements on their own are much easier to deal with. To check for an empty argument for example either of the following will work: +++<table class="CodeRay">++++++<tr>++++++<td class="line_numbers" title="click to toggle" onclick="with (this.firstChild.style) { display = (display == '') ? 'none' : '' }">++++++<pre>+++1+++<tt>++++++</tt>+++2+++<tt>++++++</tt>+++3+++<tt>++++++</tt>+++~~~</td> +++<td class="code">++++++<pre ondblclick="with (this.style) { overflow = (overflow == 'auto' || overflow == '') ? 'visible' : 'auto' }">+++IF &quot;%1&quot;==&quot;&quot; GOTO usage+++<tt>++++++</tt>++++++<tt>++++++</tt>+++IF [%1]==[] GOTO usage~~~</td> </tr></table> It does all seem a bit fiddly and +++<a href="http://www.microsoft.com/windowsserver2003/technologies/management/powershell/default.mspx">+++Powershell+++</a>+++ is probably the way forwards, but for now batch scripts it is!+++</pre>++++++</td>++++++</pre>++++++</td>++++++</tr>++++++</table>++++++</pre>++++++</td>++++++</pre>++++++</td>++++++</tr>++++++</table>+++
null
null
[ 0.010552039369940758, 0.02048507332801819, -0.029770031571388245, 0.018020272254943848, 0.08317418396472931, 0.02218601480126381, 0.0018297997303307056, 0.04155644029378891, -0.008425023406744003, -0.028514308854937553, -0.004614284727722406, 0.037107303738594055, -0.046531837433576584, -0.016971860080957413, -0.017611227929592133, 0.05204552039504051, 0.09474056214094162, -0.03819682449102402, 0.03350302577018738, -0.005161697510629892, 0.01811886765062809, 0.06186186522245407, -0.012691650539636612, 0.0031033421400934458, 0.025797050446271896, 0.023294523358345032, 0.010312667116522789, -0.02987583354115486, -0.08605392277240753, -0.007245881482958794, 0.0174624715000391, -0.012267651036381721, 0.02883802354335785, 0.0038474772591143847, 0.02238590084016323, -0.012590811587870121, 0.015302645042538643, -0.012481344863772392, -0.0015934283146634698, 0.033934660255908966, -0.06142806634306908, 0.021626632660627365, -0.0030112345702946186, 0.03380111977458, -0.04265253245830536, 0.03429025039076805, -0.008883867412805557, 0.018613211810588837, -0.015656977891921997, 0.007582664489746094, -0.031401071697473526, 0.055740807205438614, -0.026881307363510132, -0.02712828293442726, 0.02222389727830887, 0.04294435679912567, 0.019201897084712982, -0.06112094968557358, 0.009692986495792866, -0.03683779388666153, 0.014808591455221176, -0.0011786274844780564, -0.0016011467669159174, 0.028016729280352592, 0.009735802188515663, 0.0003737688821274787, 0.014494111761450768, 0.0077576530165970325, -0.06499823182821274, -0.013192592188715935, -0.015119904652237892, 0.006008687894791365, -0.016826435923576355, -0.037331145256757736, 0.02949504181742668, -0.02894889935851097, -0.03611960634589195, 0.039406608790159225, -0.010813295841217041, 0.06622592359781265, -0.014386212453246117, 0.005494702607393265, 0.028304986655712128, 0.017505614086985588, 0.011943090707063675, -0.03140484169125557, -0.012882827781140804, -0.008600115776062012, -0.017436541616916656, 0.05326899513602257, -0.012976212427020073, -0.025578338652849197, 0.0051407902501523495, 0.04175659269094467, 0.010949289426207542, -0.015674671158194542, -0.0001660660927882418, 0.0036616309080272913, 0.0026325322687625885, -0.0031423831824213266, -0.037503428757190704, -0.013967654667794704, 0.035818349570035934, 0.01627933233976364, -0.07132316380739212, 0.005398235283792019, -0.023172711953520775, 0.006879562046378851, 0.006057288497686386, -0.002836852567270398, -0.026488060131669044, 0.029891453683376312, -0.01456823106855154, -0.011487186886370182, -0.04540488123893738, 0.0504874661564827, 0.008834232576191425, -0.029381707310676575, 0.0339692197740078, 0.03680020943284035, 0.026947272941470146, 0.03523331880569458, -0.014555050060153008, 0.08041385561227798, -0.0031645118724554777, 0.021374940872192383, 0.0036561128217726946, 0.04792280122637749, -0.008191192522644997, -0.07898655533790588, -0.009296592324972153, 0.03790784254670143, 0.00819407682865858, 0.009242760948836803, 0.012375232763588428, -0.027172256261110306, -0.036686286330223083, -0.028783490881323814, 0.03963063284754753, 0.045328639447689056, 0.031078707426786423, -0.003820269601419568, -0.008091345429420471, 0.015085719525814056, 0.0327383317053318, -0.002350377384573221, 0.012626237235963345, -0.026023151353001595, -0.057097580283880234, 0.023528186604380608, 0.025547826662659645, -0.017115481197834015, 0.06392364948987961, -0.061659082770347595, -0.03780548274517059, 0.062387172132730484, 0.044119056314229965, 0.0025147630367428064, -0.018122170120477676, 0.019056685268878937, 0.03887427598237991, 0.036360327154397964, 0.005113608669489622, 0.03306527063250542, -0.007532917894423008, -0.022457946091890335, -0.010409082286059856, 0.0199982151389122, -0.01766359992325306, 0.009546471759676933, -0.04003043472766876, -0.04834796115756035, 0.06428415328264236, -0.05317220836877823, 0.008856916800141335, 0.0025749385822564363, 0.06571489572525024, 0.018282588571310043, 0.03387261927127838, -0.016455920413136482, -0.06117887422442436, 0.02635209821164608, 0.00029275304405018687, 0.03673886880278587, 0.060228437185287476, -0.02071717381477356, 0.0879705548286438, -0.004883808549493551, 0.02836674451828003, 0.05743209645152092, -0.06550226360559464, -0.08756668120622635, -0.055142369121313095, -0.0010685152374207973, 0.043499596416950226, -0.03682217746973038, -0.01453997939825058, 0.06238644942641258, 0.028659768402576447, 0.04591994360089302, 0.010615676641464233, -0.00028417722205631435, 0.02773144654929638, -0.058852389454841614, -0.0309147872030735, 0.03355507552623749, 0.07073508948087692, 0.0018344443524256349, -0.004486199468374252, 0.03945654630661011, -0.01782175898551941, 0.01701098307967186, 0.030104273930191994, 0.003646302269771695, 0.06487641483545303, 0.033584821969270706, 0.03312670812010765, -0.03020758181810379, 0.05404047295451164, -0.06386743485927582, 0.01721259392797947, 0.02292327955365181, -0.022229306399822235, -0.01173750963062048, 0.01412956602871418, 0.10424549132585526, 0.017294034361839294, -0.030727237462997437, -0.028264861553907394, -0.0007283901795744896, -0.004218482878059149, -0.02798275090754032, -0.005993918050080538, 0.016069935634732246, 0.003410411300137639, 0.044001225382089615, -0.047143615782260895, -0.04108137637376785, -0.016754593700170517, -0.017856016755104065, -0.000887776433955878, 0.056123290210962296, -0.002916739322245121, 0.05855259299278259, -0.004805829841643572, -0.013469873927533627, 0.010933193378150463, -0.020133571699261665, -0.056399375200271606, -0.03096749633550644, 0.024609150364995003, -0.00759217469021678, 0.046925801783800125, -0.03667736425995827, -0.03269873186945915, -0.003091696184128523, -0.0556199848651886, 0.0075524034909904, 0.008481638506054878, 0.04999659210443497, -0.02922290377318859, 0.06072261184453964, 0.023484140634536743, 0.027254194021224976, -0.006272860337048769, -0.04501408338546753, -0.04553665965795517, 0.027136769145727158, 0.00790013000369072, 0.0497688427567482, 0.014705967158079147, 0.03264006972312927, -0.007553174626082182, -0.022524256259202957, -0.017492670565843582, -0.010664090514183044, 0.02776816487312317, 0.029407817870378494, -0.05136306583881378, -0.050783921033144, -0.01878504641354084, -0.004503312055021524, -0.03237529844045639, -0.0327129065990448, 0.03139856085181236, -0.056887563318014145, 0.03919598460197449, -0.09098396450281143, -0.06978682428598404, 0.0025087022222578526, -0.023786233738064766, -0.002929582027718425, 0.00562465051189065, 0.018336540088057518, 0.06584025919437408, -0.02313092164695263, -0.0009649894782342017, 0.010152376256883144, 0.008330194279551506, 0.03563607111573219, 0.040521033108234406, 0.01210811361670494, 0.011640116572380066, -0.009857270866632462, -0.030868936330080032, -0.0584564134478569, 0.00235349265858531, -0.027649635449051857, -0.2837951183319092, 0.05427740886807442, -0.0036869081668555737, -0.05803569406270981, 0.043383967131376266, -0.023198164999485016, 0.020139755681157112, -0.05163613706827164, -0.010751122608780861, 0.022880760952830315, -0.07040667533874512, -0.04516713693737984, -0.025574449449777603, 0.04391838237643242, -0.02089536376297474, -0.00047961578820832074, 0.02905428595840931, -0.03887210786342621, 0.024267658591270447, 0.021652327850461006, -0.0015370575711131096, -0.05205058306455612, 0.025380006060004234, 0.057923898100852966, 0.05062047764658928, 0.09498287737369537, -0.05525709316134453, 0.07111340761184692, -0.01958707720041275, 0.0017911916365846992, 0.01745700091123581, 0.030932461842894554, -0.00698087178170681, 0.001470490824431181, 0.0011997261317446828, 0.009364072233438492, 0.05014929175376892, 0.003051269566640258, 0.020535998046398163, -0.006557272281497717, -0.03529370576143265, -0.006644350942224264, 0.007509354967623949, -0.004792836494743824, 0.051675084978342056, 0.01955622062087059, -0.03131440281867981, -0.0000783577561378479, -0.04793480783700943, 0.06523334980010986, -0.021427448838949203, -0.04405711218714714, -0.00461253896355629, 0.021159833297133446, 0.015613352879881859, -0.025192949920892715, 0.007222033571451902, 0.01854891888797283, -0.009836281649768353, -0.047178663313388824, -0.0205775648355484, -0.0488567128777504, -0.017442671582102776, -0.05665893852710724, 0.00818236917257309, -0.04687391594052315, -0.04372265562415123, -0.007711281068623066, 0.06813489645719528, 0.022504525259137154, -0.030165977776050568, 0.0031206703279167414, -0.013984931632876396, -0.10426269471645355, 0.007726538926362991, 0.014862949028611183, -0.052042409777641296, -0.04140392318367958, -0.032841138541698456, 0.008740006014704704, -0.03652254119515419, -0.055900800973176956, 0.04627293348312378, 0.03176858648657799, -0.007491590455174446, -0.06307116895914078, 0.037442393600940704, 0.027651451528072357, -0.016073651611804962, 0.0014471308095380664, 0.07105931639671326, -0.012065727263689041, -0.01820525899529457, -0.014239994809031487, -0.018155790865421295, 0.005654084496200085, 0.046925466507673264, -0.006096911616623402, 0.015905020758509636, 0.016749821603298187, 0.06539072841405869, -0.04437190294265747, 0.026088999584317207, -0.0667744055390358, -0.016083084046840668, -0.023626690730452538, -0.03757229447364807, 0.059480033814907074, -0.003085798816755414, 0.02610027976334095, -0.03068067692220211, -0.04180675745010376, -0.026081545278429985, -0.049355823546648026, -0.0016354859108105302, -0.013882790692150593, -0.009087318554520607, -0.012955313548445702, 0.010482766665518284, -0.017024459317326546, -0.06139213591814041, -0.01358762290328741, 0.016033640131354332, -0.00623288145288825, -0.04930143058300018, -0.02254193089902401, 0.026436597108840942, 0.002757609123364091, 0.020163195207715034, -0.00047655863454565406, -0.029988404363393784, 0.010136163793504238, 0.022533833980560303, -0.04005958512425423, 0.004083255305886269, -0.03123292699456215, -0.034104254096746445, -0.01467230636626482, 0.007861409336328506, 0.017429977655410767, -0.039854515343904495, -0.03224816173315048, 0.013273167423903942, -0.00043226892012171447, 0.06468746811151505, 0.014598624780774117, 0.014141490682959557, -0.008971797302365303, -0.002908439841121435, 0.01922045461833477, 0.02530827932059765, -0.04856210947036743, 0.01042630523443222, -0.03050629235804081, -0.03246498107910156, -0.012180163525044918, 0.01691383123397827, -0.021649491041898727, -0.0035220992285758257, -0.04858013242483139, 0.008212072774767876, -0.06828606873750687, 0.028195012360811234, 0.013516641221940517, -0.008318319916725159, 0.03347297012805939, -0.010561371222138405, 0.04700729250907898, 0.00459196837618947, 0.04949019104242325, 0.0019274302758276463, -0.002230036538094282, -0.0425645150244236, 0.015394756570458412, -0.010548016987740993, -0.007682106923311949, 0.029552562162280083, 0.023972464725375175, -0.007648127153515816, 0.016939502209424973, 0.03791497275233269, -0.03819699212908745, 0.032208845019340515, 0.0266655832529068, 0.04526520147919655, -0.014024268835783005, -0.022952642291784286, 0.003128384007140994, -0.009281414560973644, -0.031868353486061096, -0.057286713272333145, -0.024667585268616676, 0.014498778618872166, -0.015160011127591133, -0.02376825176179409, -0.07618445158004761, 0.04021609202027321, 0.01613268442451954, 0.013103030622005463, -0.004385306499898434, -0.01878039352595806, -0.029161203652620316, -0.023994317278265953, 0.0601896233856678, 0.07147655636072159, -0.042429402470588684, 0.0176810622215271, -0.00007088060374371707, 0.00452527916058898, 0.01837623119354248, 0.03150598332285881, -0.05808919668197632, -0.015117807313799858, -0.02937631867825985, 0.026210583746433258, -0.05474983900785446, -0.04951630160212517, -0.03339260071516037, 0.0081702945753932, -0.055504411458969116, -0.012785909697413445, -0.003941057249903679, 0.035856399685144424, 0.0006242998060770333, -0.03745549917221069, -0.011402572505176067, -0.022102124989032745, -0.021449139341711998, 0.03206808865070343, -0.006825454533100128, -0.012799783609807491, -0.005461716093122959, 0.03765502944588661, 0.01434815302491188, -0.03378746658563614, -0.05073067918419838, -0.03300699219107628, 0.00489417277276516, -0.019430171698331833, 0.021679148077964783, -0.00828314758837223, 0.008215961046516895, -0.03352413326501846, -0.019641362130641937, -0.0206147413700819, 0.001649579033255577, -0.03832326829433441, -0.04010869562625885, 0.026869064196944237, 0.07946307212114334, 0.025254005566239357, 0.028078990057110786, -0.0056732427328825, -0.02728900872170925, 0.024958664551377296, -0.058537788689136505, -0.04041443392634392, -0.024621548131108284, -0.05258272960782051, 0.05542875826358795, 0.014922079630196095, 0.013365523889660835, -0.06941180676221848, 0.02408529259264469, 0.01901337318122387, 0.016625726595520973, 0.05184216424822807, 0.011380714364349842, 0.04446987807750702, -0.05851655825972557, -0.01114617008715868, -0.09677907824516296, -0.0049607399851083755, 0.005350808147341013, 0.0211324580013752, -0.05234525352716446, 0.004983766935765743, -0.008728922344744205, 0.02642931044101715, -0.0836477279663086, -0.042503003031015396, 0.046730998903512955, 0.012544997036457062, -0.021923718973994255, 0.040295541286468506, -0.033498771488666534, 0.015231143683195114, 0.01439981535077095, -0.02593183144927025, -0.03734207898378372, -0.014357686042785645, 0.05468598008155823, 0.029870033264160156, 0.016071924939751625, -0.05993712320923805, 0.0005126155447214842, 0.08909045904874802, 0.013895368203520775, 0.01572727970778942, 0.03613601252436638, 0.0013577468926087022, 0.04181352257728577, 0.01585223339498043, -0.0027546563651412725, -0.012867480516433716, 0.018601329997181892, 0.01321061048656702, -0.025532569736242294, -0.053746096789836884, 0.02861742116510868, -0.010824771597981453, -0.04861992225050926, 0.05267470329999924, 0.008545431308448315, -0.03123854286968708, -0.04801035672426224, 0.0245449747890234, -0.019456271082162857, -0.026069024577736855, -0.016865791752934456, 0.0418814979493618, -0.0331154465675354, 0.07761062681674957, 0.016562601551413536, 0.008805746212601662, 0.07821278274059296, -0.019085871055722237, 0.0029367178212851286, 0.022450262680649757, 0.03863490745425224, 0.0694873034954071, 0.03974386677145958, 0.023905636742711067, 0.03924005851149559, -0.03700777143239975, -0.03425458446145058, -0.018981609493494034, -0.021329117938876152, -0.01664719730615616, -0.03789433091878891, -0.025870762765407562, 0.08160559833049774, -0.018517181277275085, 0.06613238900899887, -0.018116984516382217, 0.002474171342328191, -0.021638138219714165, 0.033376459032297134, 0.0032549977768212557, 0.0622260682284832, 0.00517852371558547, 0.04674287885427475, -0.0016487572574988008, 0.005313889589160681, 0.07204863429069519, -0.03486093133687973, -0.024610936641693115, 0.018640777096152306, 0.012508495710790157, -0.008147797547280788, -0.0014161376748234034, 0.04863489046692848, 0.06351756304502487, -0.007442115806043148, -0.02170659601688385, -0.03134612739086151, 0.023920897394418716, -0.01501857116818428, 0.006400112062692642, 0.026919512078166008, 0.02118108794093132, -0.00008825580880511552, 0.012617782689630985, -0.05661926046013832, -0.03814919292926788, -0.02227037213742733, 0.047954410314559937, -0.014156834222376347, 0.022640075534582138, 0.030509788542985916, 0.017417216673493385, -0.02504630759358406, -0.04707399755716324, -0.03153591603040695, -0.03442808985710144, -0.036909423768520355, -0.023134496062994003, 0.05015617609024048, -0.010448471643030643, -0.019381459802389145, 0.0031712395139038563, -0.008824608288705349, -0.04124417528510094, 0.008542738854885101, -0.05624966695904732, -0.057974737137556076, 0.023964248597621918, 0.030817149206995964, 0.04596492275595665, 0.010222498327493668, 0.029758159071207047, -0.02802148461341858, -0.0283527672290802, -0.03416120260953903, 0.00380015023984015, 0.060475315898656845, -0.02698596380650997, -0.005361936055123806, -0.05847067013382912, 0.04189340025186539, 0.009416026063263416, 0.029895957559347153, -0.0687422901391983, 0.011348153464496136, -0.00637929979711771, -0.003921721130609512, 0.06903405487537384, -0.03184962645173073, 0.0159037783741951, -0.018596848472952843, 0.002597666112706065, -0.004910365678369999, -0.016074592247605324, 0.06771613657474518, -0.02915271185338497, 0.060335423797369, 0.04630685970187187, -0.009501135908067226, -0.06679924577474594, -0.022784769535064697, 0.012591938488185406, -0.010221857577562332, 0.0016911516431719065, -0.04143537953495979, -0.05654868856072426, -0.08339949697256088, -0.03138052672147751, 0.021775983273983, 0.02527584508061409, -0.045398954302072525, 0.008563618175685406, 0.023152630776166916, -0.07830913364887238, 0.045862503349781036, -0.04354317858815193, -0.01952722854912281, -0.028544794768095016, -0.04697185009717941, 0.011234193108975887, 0.025630131363868713, -0.03087031841278076, 0.00041853601578623056, 0.04144744947552681, -0.01103294175118208, -0.02299761213362217, 0.012113425880670547, 0.03294762969017029, 0.05001278966665268, 0.009175123646855354, 0.025330517441034317 ]
[ -0.11215680092573166, -0.017079880461096764, -0.0030099719297140837, -0.02486811764538288, 0.05105096846818924, -0.05815395340323448, -0.005363211967051029, -0.013416863046586514, -0.022118862718343735, -0.03453914821147919, 0.025915464386343956, -0.02454930543899536, -0.043092794716358185, -0.027482446283102036, 0.03794040158390999, 0.000053495383326662704, -0.013414842076599598, -0.030891720205545425, -0.011867525056004524, 0.019380003213882446, 0.005715932231396437, -0.03710038587450981, -0.05544992908835411, -0.018033431842923164, -0.018537873402237892, 0.06539595127105713, 0.03250160440802574, -0.03567573055624962, -0.005739943124353886, -0.20767511427402496, 0.0175163634121418, -0.006691648159176111, 0.018076062202453613, -0.031182782724499702, 0.03850264102220535, 0.030785346403717995, 0.02264629676938057, 0.026949036866426468, 0.02325437031686306, 0.037138450890779495, 0.06004507467150688, 0.016865987330675125, -0.052438925951719284, 0.003613825887441635, 0.014239294454455376, -0.05101214721798897, 0.007731742691248655, -0.018945686519145966, 0.0024664492812007666, 0.008068663068115711, -0.011683489196002483, -0.0009422388393431902, -0.0066678086295723915, -0.035658098757267, -0.045093223452568054, -0.005143668968230486, 0.01922069862484932, 0.06863830238580704, -0.004765994381159544, 0.00754722161218524, 0.010586467571556568, -0.008405023254454136, -0.15449877083301544, 0.08050518482923508, 0.03483007848262787, 0.034458331763744354, -0.022848112508654594, -0.04984806105494499, -0.02239418588578701, 0.08862965553998947, -0.010703489184379578, -0.03806815668940544, -0.06614565849304199, 0.0660594031214714, 0.014535018242895603, -0.05365525186061859, 0.013366661965847015, 0.022436562925577164, 0.0312955379486084, -0.04475349932909012, -0.06268316507339478, -0.007667968049645424, -0.005338313989341259, -0.03020617924630642, -0.06233943626284599, 0.015441167168319225, 0.0015364622231572866, 0.08788710832595825, 0.03137866407632828, 0.01331649161875248, 0.008485421538352966, -0.03555827960371971, 0.02832641452550888, -0.001707250950857997, -0.0640132948756218, 0.00010967615526169538, 0.001520940917544067, 0.020587697625160217, -0.051144152879714966, 0.407901793718338, -0.04447685182094574, -0.04361351951956749, 0.052860625088214874, 0.010698170401155949, -0.026720892637968063, 0.031878914684057236, 0.00505431555211544, 0.0029186054598540068, 0.0027423989959061146, -0.006547058932483196, -0.004208618775010109, -0.0263795405626297, 0.06425561755895615, -0.06887449324131012, 0.016164550557732582, 0.018266959115862846, 0.047733645886182785, 0.0098228445276618, 0.005593763664364815, 0.01026045624166727, 0.014000987634062767, -0.03177575394511223, 0.02756446599960327, 0.007477646227926016, 0.010067642666399479, -0.017652668058872223, 0.03873886168003082, 0.06012536212801933, 0.036802344024181366, 0.002644731430336833, 0.06077411398291588, -0.07706524431705475, -0.07799354940652847, 0.007495271507650614, 0.0034759033005684614, 0.027659712359309196, 0.032039299607276917, -0.02965373545885086, -0.015627745538949966, -0.02274610660970211, 0.008799842558801174, -0.019963111728429794, 0.03361213579773903, 0.0002479214745108038, -0.03672728314995766, 0.08954396843910217, -0.01893145591020584, -0.051085006445646286, -0.01864159107208252, -0.019098110496997833, -0.001484157401137054, 0.04499742388725281, 0.006521628238260746, -0.05927920341491699, -0.0040315319783985615, 0.03184293583035469, 0.07578270882368088, -0.03339742124080658, -0.052408862859010696, -0.013294597156345844, -0.020134346559643745, -0.02765531651675701, -0.055809129029512405, 0.0619419701397419, 0.05387751758098602, -0.07538030296564102, -0.04114159569144249, -0.010764315724372864, 0.03963681310415268, -0.04641805216670036, 0.031615301966667175, -0.02007502317428589, -0.03494272381067276, -0.025784794241189957, 0.0058870818465948105, -0.055054888129234314, -0.019378580152988434, 0.040644340217113495, 0.042671531438827515, 0.02553544007241726, 0.01021431852132082, 0.017565522342920303, -0.02480623498558998, -0.0000648231289233081, -0.020878413692116737, -0.07946598529815674, -0.04110999405384064, 0.005224923137575388, -0.04610097035765648, 0.02144428715109825, -0.0037747561000287533, -0.014046190306544304, -0.06319990009069443, 0.04276077821850777, -0.029517648741602898, -0.020190158858895302, 0.05010141059756279, 0.010271628387272358, -0.018038887530565262, -0.01628774404525757, 0.02515283226966858, 0.041199926286935806, -0.022047439590096474, 0.0495414100587368, -0.07348024100065231, 0.03540617600083351, 0.042592406272888184, -0.022816017270088196, 0.055462613701820374, 0.030560960993170738, -0.03702917322516441, -0.04050581157207489, 0.035360075533390045, -0.013191010802984238, -0.016390779986977577, -0.03491922467947006, -0.0395757257938385, 0.01916181668639183, 0.05122188851237297, 0.010027659125626087, -0.06423269957304001, -0.02517259493470192, 0.02544824592769146, -0.34328171610832214, -0.027511535212397575, -0.01422878261655569, -0.007730087731033564, 0.020396826788783073, -0.07261275500059128, 0.0198830533772707, -0.0002879397652577609, -0.05215522646903992, -0.01970912329852581, 0.09151666611433029, -0.053405698388814926, 0.027431318536400795, -0.08233869075775146, 0.0029946183785796165, 0.03659014031291008, -0.010985750705003738, -0.04598630219697952, 0.014028121717274189, 0.026416294276714325, 0.030474083498120308, -0.029600296169519424, -0.02086072973906994, -0.058057624846696854, 0.013563599437475204, -0.024404965341091156, 0.08529257029294968, 0.005828616209328175, 0.13229931890964508, -0.03817613050341606, 0.08407041430473328, 0.0076416232623159885, 0.011268511414527893, -0.09271715581417084, -0.008626848459243774, -0.007132874336093664, -0.036026306450366974, 0.019279759377241135, 0.022193457931280136, 0.017321256920695305, -0.04191610589623451, 0.005686176475137472, -0.05980612710118294, -0.05102851241827011, -0.021271582692861557, -0.0006122467457316816, 0.013346748426556587, 0.005014067981392145, -0.01720174215734005, 0.05016230046749115, 0.012582368217408657, -0.02055821195244789, -0.013066262006759644, 0.015118371695280075, 0.0435933992266655, -0.0235652606934309, -0.03499962016940117, 0.0007892995490692556, -0.009389817714691162, -0.009983159601688385, 0.02294277772307396, 0.02803819067776203, 0.026781558990478516, -0.020884037017822266, -0.004434520844370127, -0.00781476590782404, -0.0062808627262711525, -0.012762020342051983, 0.08077199757099152, -0.033630792051553726, -0.0032120293471962214, 0.06210967153310776, -0.00193102250341326, 0.024330606684088707, 0.03907729312777519, 0.04084077104926109, -0.02031422033905983, 0.05456813797354698, -0.02780638262629509, -0.033118169754743576, 0.023161768913269043, -0.009261246770620346, 0.06135139614343643, -0.027610814198851585, 0.03231950104236603, 0.03239193558692932, 0.005370081402361393, 0.025335965678095818, 0.052355606108903885, -0.01203838735818863, -0.03968323394656181, -0.01879372075200081, 0.015706084668636322, -0.0791330486536026, 0.06197433918714523, 0.012056478299200535, -0.2543319761753082, 0.0010259738191962242, 0.046943746507167816, 0.062449440360069275, -0.02310880832374096, -0.0012538754381239414, 0.04200480505824089, -0.03173069655895233, 0.011165456846356392, -0.004561678972095251, 0.013612532988190651, 0.0334913544356823, -0.023333290591835976, 0.03013472631573677, 0.016966383904218674, -0.04115590825676918, 0.053121209144592285, 0.024591339752078056, 0.016758795827627182, 0.00441851606592536, 0.016927624121308327, -0.01469595730304718, 0.1629103720188141, 0.0006126747466623783, 0.02930561639368534, 0.01014804933220148, 0.02596350759267807, -0.012530429288744926, 0.0936688631772995, 0.02745075523853302, 0.028369126841425896, -0.0065578375943005085, 0.07647783309221268, -0.023420721292495728, 0.05676083266735077, -0.06264184415340424, -0.02871580794453621, 0.07411640137434006, 0.040587399154901505, -0.024704022333025932, -0.029626229777932167, 0.03258179500699043, -0.04583421349525452, 0.023527588695287704, 0.06904289871454239, 0.01924765855073929, 0.008114754222333431, -0.02681311033666134, -0.029886696487665176, 0.02906535193324089, -0.030045658349990845, -0.0013419488677754998, -0.010876365005970001, -0.014303149655461311, 0.027915451675653458, 0.06324620544910431, 0.026963122189044952, -0.04320730268955231, 0.015636421740055084, 0.03826812654733658, -0.004923111293464899, -0.04153105989098549, 0.17327763140201569, 0.020653406158089638, 0.03808901831507683 ]
[ -0.020177926868200302, 0.004394694231450558, -0.016549047082662582, 0.04568137601017952, 0.0007282569422386587, 0.019030852243304253, 0.01986883021891117, 0.00800450798124075, -0.02756355330348015, -0.018228590488433838, -0.00032180119887925684, -0.003404344664886594, 0.01759239472448826, -0.02814406529068947, 0.01907026208937168, 0.013939746655523777, 0.0045382240787148476, -0.010839798487722874, 0.011926296167075634, -0.030034910887479782, -0.020138759166002274, 0.034881606698036194, 0.027821484953165054, -0.030178127810359, -0.03600388020277023, 0.04338075593113899, -0.036820054054260254, -0.02341538853943348, 0.006456225179135799, -0.13142681121826172, -0.023639539256691933, -0.03195599466562271, -0.0012771784095093608, 0.001973346108570695, 0.018966689705848694, -0.01834113895893097, 0.007240572012960911, 0.05731876567006111, 0.04740183800458908, 0.002137477044016123, -0.011953186243772507, 0.004936904180794954, 0.010501689277589321, 0.02653026208281517, 0.006309484131634235, -0.029202675446867943, -0.043769944459199905, -0.013570369221270084, -0.024972274899482727, 0.0009014809038490057, -0.02331693097949028, -0.00996648333966732, 0.040128279477357864, -0.01693309284746647, 0.012603065930306911, -0.009953495115041733, -0.0015805213479325175, 0.042716819792985916, -0.004179941024631262, 0.00381642859429121, -0.011180484667420387, -0.027129804715514183, -0.04255374148488045, -0.02184813655912876, 0.03529743477702141, -0.04923667758703232, -0.04166873171925545, 0.004845152609050274, 0.0011703773634508252, -0.0023297914303839207, -0.011206365190446377, 0.008558022789657116, -0.03221200034022331, 0.006858793552964926, -0.02708411030471325, -0.01743716187775135, 0.05015081912279129, 0.03396113961935043, 0.012978342361748219, -0.03921859711408615, -0.030506595969200134, -0.0017208728240802884, 0.01604527421295643, 0.003913337830454111, 0.027441035956144333, -0.006984138395637274, -0.013096924871206284, 0.031571462750434875, 0.019063742831349373, -0.0212482251226902, -0.05105127766728401, -0.02037889137864113, -0.023937497287988663, 0.015916911885142326, -0.07727878540754318, 0.01681528426706791, -0.029875047504901886, -0.024578290060162544, -0.004152701701968908, 0.8299623131752014, 0.000781355076469481, 0.025785766541957855, 0.0013705510646104813, 0.018126169219613075, 0.001962802140042186, 0.0015111109241843224, -0.0013687089085578918, 0.008669445291161537, 0.04191966727375984, -0.06156639754772186, 0.00892582442611456, 0.019233137369155884, 0.03997015953063965, 0.005499142222106457, 0.005939146038144827, -0.013849947601556778, 0.05411604046821594, 0.003894886001944542, -0.005973816849291325, 0.0034880205057561398, 0.02530858851969242, -0.04779081046581268, -0.03603026270866394, -0.0013791830278933048, 0.011606144718825817, -0.1873750537633896, 0.02937283180654049, -8.183236984027971e-33, 0.011357618495821953, -0.04743090644478798, 0.02075362205505371, -0.025525035336613655, 0.038384027779102325, 0.019436178728938103, 0.03279658406972885, 0.01499167364090681, 0.016673170030117035, -0.032681792974472046, 0.015049329027533531, -0.024282313883304596, -0.009177475236356258, -0.03577767312526703, 0.009536756202578545, -0.009335160255432129, -0.006200972478836775, 0.024824341759085655, 0.01646384410560131, -0.04283923655748367, 0.01254801545292139, 0.06657648831605911, 0.0043858629651367664, 0.004417214076966047, 0.010943977162241936, 0.023743774741888046, 0.021765975281596184, 0.022929303348064423, -0.0063500069081783295, -0.031829774379730225, -0.0065014660358428955, 0.025471016764640808, -0.06590548902750015, 0.009749582037329674, -0.018868152052164078, -0.040887221693992615, -0.031057137995958328, 0.0000538278509338852, 0.012672742828726768, -0.020828723907470703, -0.07601679861545563, 0.011418226175010204, -0.03392362967133522, -0.00454160338267684, -0.051518380641937256, -0.020958727225661278, 0.02242305688560009, 0.007736567407846451, 0.007671915926039219, 0.032548729330301285, 0.01056028250604868, 0.005358642898499966, 0.021905692294239998, 0.011897179298102856, -0.02344362810254097, 0.022532129660248756, -0.005742331966757774, 0.005487634334713221, 0.006807536352425814, 0.028974123299121857, 0.02175910584628582, -0.00783711951225996, -0.013307618908584118, 0.021809116005897522, -0.008084356784820557, -0.035447534173727036, 0.0427526980638504, 0.0033026901073753834, 0.01909676380455494, 0.008430763147771358, -0.022626396268606186, 0.03312898799777031, 0.00446299510076642, -0.02103501744568348, 0.00172022869810462, -0.024154378101229668, 0.004732273519039154, -0.007182303816080093, 0.005834193900227547, 0.050512123852968216, 0.01576247438788414, -0.018048327416181564, -0.024868300184607506, -0.03727952763438225, 0.005173421930521727, -0.01759849116206169, -0.018621694296598434, 0.017096951603889465, 0.005590399727225304, 0.0024682944640517235, 0.038011327385902405, 0.010828831233084202, 0.0013320117723196745, -0.015579801984131336, 0.004510166589170694, 7.69786361162994e-33, 0.025856899097561836, 0.0189581960439682, 0.006645360961556435, 0.013374745845794678, -0.013208383694291115, 0.0005413368344306946, 0.01541905663907528, 0.004331131931394339, -0.05536491796374321, 0.022083017975091934, -0.024117646738886833, 0.06601246446371078, -0.03412868455052376, 0.03203155845403671, 0.04417929798364639, 0.0058202133513987064, -0.00879797711968422, 0.023876342922449112, 0.02842007577419281, 0.0041540092788636684, 0.010672691278159618, 0.00998844113200903, -0.031230542808771133, 0.034051988273859024, 0.016584720462560654, 0.05087506026029587, -0.05593177676200867, 0.012369964271783829, 0.027523385360836983, 0.00924806110560894, -0.0017854275647550821, -0.005383499898016453, 0.002479777205735445, -0.03284864127635956, -0.005249146372079849, 0.003016101196408272, 0.0153193986043334, -0.0032192713115364313, 0.029988588765263557, 0.03538178279995918, 0.006324394140392542, -0.009641053155064583, 0.008670845068991184, 0.042319465428590775, 0.00867840088903904, 0.030284836888313293, 0.0124619510024786, 0.018962904810905457, -0.02994571253657341, 0.02626422606408596, 0.00027015444356948137, -0.00272392644546926, -0.02507052943110466, 0.01213870756328106, 0.024765098467469215, -0.05545267462730408, -0.04296545311808586, -0.00015940656885504723, -0.04218408465385437, 0.013267220929265022, 0.0030691716820001602, 0.03775479272007942, -0.03534495830535889, 0.001959973480552435, -0.04588737711310387, 0.008654899895191193, -0.031238000839948654, 0.01849270425736904, -0.014371153898537159, -0.031573135405778885, -0.011569957248866558, -0.029834868386387825, 0.014091340824961662, 0.04090875759720802, -0.013552596792578697, -0.027748996391892433, 0.000929399742744863, 0.008605214767158031, -0.022932961583137512, 0.04582026228308678, 0.031031588092446327, -0.0015196783933788538, 0.017499612644314766, -0.007215016987174749, 0.02013014443218708, 0.039011482149362564, -0.0504668764770031, -0.020293330773711205, 0.026666538789868355, -0.050717536360025406, -0.004662210121750832, -0.01381035428494215, 0.005271585658192635, 0.05059448629617691, -0.010405967943370342, -1.3098356177465575e-8, -0.041714124381542206, -0.01510677020996809, 0.00451362319290638, 0.0006108723464421928, 0.022101612761616707, 0.011452973820269108, -0.035113394260406494, 0.00551435723900795, -0.015366052277386189, 0.01545813586562872, 0.05141368508338928, -0.015925614163279533, 0.036445729434490204, 0.012632116675376892, -0.024837782606482506, -0.05481307581067085, -0.01496842410415411, -0.03617541119456291, 0.03520624712109566, 0.03080705739557743, -0.0020091289188712835, 0.04742390662431717, -0.0037404773756861687, -0.007735244929790497, 0.02028779126703739, 0.007724359165877104, -0.010943396016955376, -0.08726798743009567, -0.02194528467953205, -0.008842503651976585, 0.02936764806509018, -0.014539413154125214, -0.010691731236875057, 0.012998861260712147, -0.03471120446920395, -0.040579237043857574, 0.03406575322151184, -0.00340215559117496, 0.002461831085383892, 0.01652779057621956, -0.010518666356801987, 0.007350313011556864, -0.01515522412955761, -0.01658024452626705, -0.005259102210402489, -0.0029704347252845764, -0.02260628156363964, -0.009060299955308437, -0.0037759789265692234, -0.07782350480556488, -0.005624345503747463, -0.008678474463522434, 0.029683396220207214, 0.04743289202451706, 0.03646954149007797, 0.013982442207634449, -0.007263656239956617, 0.02366586960852146, 0.011877532117068768, 0.041146419942379, 0.011830456554889679, 0.011484721675515175, -0.018463145941495895, -0.02982410416007042 ]
if-else-statements-in-batch-files
https://markhneedham.com/blog/2008/08/13/if-else-statements-in-batch-files
false
2008-08-14 19:54:03
msbuild - Use OutputPath instead of OutDir
[ "build", "msbuild" ]
[ "Build" ]
We've been using msbuild to build our project files on my current project and http://www.floydprice.com/[a colleague] and I noticed some strange behaviour when trying to set the directory that the output should be built to. The problem was whenever we tried to set the output directory (using OutDir) to somewhere where there was a space in the directory name it would just fail catastrophically. We spent ages searching for the command line documentation before finding it http://msdn.microsoft.com/en-us/library/bb629394.aspx[here]. According to this though: "OutputPath: This property is typically specified in the project file and resembles OutDir. OutputPath has been deprecated and OutDir should be used instead whenever possible. " We decided to try changing OutDir to OutputPath and it started working again! The code is simple, but for those wondering:+++<table class="CodeRay" border="0">++++++<tbody>++++++<tr>++++++<td class="line_numbers" title="click to toggle" onclick="with (this.firstChild.style) { display = (display == '') ? 'none' : '' }">++++++<pre>+++1+++<tt>++++++</tt>+++2+++<tt>++++++</tt>+++3+++<tt>++++++</tt>+++4+++<tt>++++++</tt>+++~~~ </td> +++<td class="code">++++++<pre ondblclick="with (this.style) { overflow = (overflow == 'auto' || overflow == '') ? 'visible' : 'auto' }">++++++<exec program="\path\to\msbuild35">++++++<tt>++++++</tt>+++ +++<arg value="${projectfile}">++++++</arg>++++++<tt>++++++</tt>+++ +++<arg value="/p:OutputPath=${build.dir}\${project.name}\">++++++</arg>++++++<tt>++++++</tt>++++++</exec>+++~~~ </td> </tr> </tbody></table> I can't decide whether the documentation is just wrong or if it's now a convention that you can't have spaces in your build output path. Surely the former?+++</pre>++++++</td>++++++</pre>++++++</td>++++++</tr>++++++</tbody>++++++</table>+++
null
null
[ 0.02116902731359005, -0.015056097880005836, -0.0323319211602211, 0.03314850479364395, 0.08253538608551025, 0.02181766927242279, 0.003820272861048579, 0.04630769044160843, -0.004896258004009724, -0.03855644166469574, -0.021874582394957542, -0.006933493539690971, -0.0772305279970169, 0.012089220806956291, -0.025578314438462257, 0.07324287295341492, 0.08102394640445709, -0.0063719856552779675, 0.04951869323849678, 0.03465430811047554, 0.013198848813772202, 0.050421830266714096, -0.0193026103079319, 0.007807246875017881, 0.025505736470222473, 0.027047961950302124, 0.003922122996300459, -0.036422960460186005, -0.06714068353176117, -0.013546737842261791, 0.027730360627174377, -0.03936632350087166, 0.025246405974030495, -0.0287666916847229, 0.014513197354972363, -0.00195503793656826, -0.014821858145296574, -0.016955310478806496, 0.0061623286455869675, 0.01216947752982378, -0.07429490983486176, 0.016450917348265648, -0.007207448594272137, -0.018266955390572548, -0.04074454680085182, 0.04201363027095795, -0.019387250766158104, -0.015221924521028996, -0.03700646013021469, -0.05018620193004608, -0.05043945088982582, 0.02642546407878399, -0.07121998816728592, -0.015634525567293167, 0.02318890392780304, 0.031494222581386566, 0.010706277564167976, -0.059724923223257065, 0.0056841024197638035, -0.07004999369382858, 0.022557087242603302, -0.023343440145254135, -0.003968885634094477, 0.031105399131774902, 0.03648069128394127, -0.010475809685885906, -0.023357626050710678, 0.03960686922073364, -0.032561156898736954, -0.028232216835021973, -0.009320382960140705, 0.007136861328035593, 0.009049495682120323, -0.03394465893507004, 0.01997639238834381, -0.018242498859763145, -0.002126730978488922, 0.040465328842401505, 0.01537852268666029, 0.05646732822060585, -0.030513186007738113, 0.03396068885922432, 0.02985476143658161, 0.02152579464018345, -0.003949363250285387, -0.009688222780823708, 0.010958338156342506, 0.003746125614270568, -0.029844867065548897, 0.04314746707677841, -0.021339701488614082, -0.04412302002310753, -0.008354714140295982, 0.03492027893662453, 0.03707891330122948, 0.00583047978579998, -0.024623747915029526, 0.02428092435002327, 0.015297036617994308, 0.005445672199130058, -0.04878992214798927, 0.0014907951699569821, 0.00460021710023284, 0.04860967397689819, -0.05758490413427353, 0.0027471808716654778, -0.038720063865184784, -0.01074427179992199, 0.002274272032082081, 0.0055157518945634365, -0.014862215146422386, -0.003630662802606821, -0.02574433758854866, -0.035907965153455734, -0.08058812469244003, 0.05701611563563347, 0.017391569912433624, -0.0041220299899578094, 0.014679482206702232, 0.04513106495141983, 0.016387293115258217, 0.033198725432157516, -0.020592177286744118, 0.08286221325397491, -0.008656325750052929, 0.015991605818271637, -0.02015523426234722, 0.052506353706121445, -0.01980852521955967, -0.07076902687549591, 0.003359695430845022, 0.05003461614251137, -0.015565300360321999, 0.006428716238588095, -0.00111339648719877, 0.015532768331468105, 0.01402504462748766, -0.023514868691563606, 0.04422192648053169, 0.03542008996009827, -0.029139529913663864, -0.030122727155685425, 0.004114185459911823, -0.01248982921242714, 0.0036533100064843893, 0.004020072054117918, -0.013869131915271282, -0.028734546154737473, -0.04533585160970688, 0.07523253560066223, 0.03313606232404709, 0.026160063222050667, 0.04922139644622803, -0.038536373525857925, 0.03031148575246334, 0.0879925936460495, 0.02740335650742054, -0.004349711816757917, -0.0099420677870512, 0.028224648907780647, 0.014047565869987011, 0.051381561905145645, 0.04402761161327362, 0.04835247993469238, -0.01238680724054575, -0.018056003376841545, -0.0007269936613738537, -0.004295626189559698, -0.01798776350915432, -0.015894494950771332, -0.0500730462372303, -0.0769532322883606, 0.04520237445831299, -0.031998924911022186, 0.014821180142462254, 0.013481687754392624, 0.08732791990041733, 0.016326813027262688, 0.030346840620040894, -0.008861854672431946, -0.06906339526176453, 0.031189486384391785, -0.0046384274028241634, 0.013949267566204071, 0.03067341446876526, -0.012492495588958263, 0.09928861260414124, 0.039734240621328354, 0.00988222099840641, 0.0323338583111763, -0.07264546304941177, -0.11682063341140747, -0.012007687240839005, -0.003542747115716338, 0.04421747475862503, -0.0012928807409480214, -0.046284016221761703, 0.04985930025577545, 0.027166707441210747, 0.052425138652324677, 0.0044878823682665825, -0.008002979680895805, 0.0542038157582283, -0.062089912593364716, -0.052851010113954544, 0.01854974962770939, 0.056180380284786224, 0.011515122838318348, -0.021839294582605362, 0.015270968899130821, 0.02165086939930916, -0.04030027240514755, 0.015607631765305996, -0.007773169316351414, 0.07457020878791809, 0.018841063603758812, 0.040902700275182724, -0.0448014959692955, 0.03446665778756142, -0.05810411646962166, 0.015106910839676857, -0.0025110410060733557, -0.05016971379518509, -0.00361130409874022, -0.007211502641439438, 0.11110281199216843, 0.0235868189483881, -0.02908710390329361, -0.031632762402296066, 0.0017139662522822618, -0.00933027919381857, -0.011403892189264297, 0.014384445734322071, 0.01172921434044838, 0.02103104628622532, 0.026888933032751083, -0.048000045120716095, -0.013106117025017738, -0.0003965180367231369, -0.025385290384292603, 0.013513983227312565, 0.06375230103731155, -0.027264073491096497, 0.029055248945951462, 0.024596935138106346, -0.04134151712059975, 0.04168706387281418, -0.004526650998741388, -0.059630777686834335, 0.019623655825853348, 0.012815376743674278, 0.014901657588779926, 0.05433300882577896, -0.036020852625370026, -0.020040791481733322, 0.007415390573441982, -0.03835194185376167, -0.009812009520828724, 0.022075891494750977, 0.04202255606651306, -0.04436809942126274, 0.03020451031625271, 0.000936289259698242, 0.0167664997279644, 0.0031928003299981356, -0.04474242031574249, 0.017943669110536575, 0.029023123905062675, 0.017992738634347916, 0.01195384282618761, -0.01408595871180296, 0.01654546707868576, 0.006833930965512991, -0.0028087038081139326, 0.011821035295724869, 0.0006805153097957373, 0.048600900918245316, 0.0007087813573889434, -0.048606038093566895, -0.05372988060116768, 0.0035092479083687067, 0.0010250072227790952, -0.030050016939640045, -0.0287826769053936, 0.009538101963698864, -0.05171947553753853, 0.046257782727479935, -0.09607966989278793, -0.0731973797082901, 0.002444551093503833, 0.009927894920110703, -0.00617388729006052, -0.0102163627743721, 0.02985668182373047, 0.08557338267564774, 0.04106352850794792, -0.004794581327587366, 0.005858865100890398, 0.00936503428965807, 0.026598365977406502, 0.050208643078804016, 0.025326991453766823, 0.02552284672856331, -0.010008870624005795, -0.01688958890736103, -0.05163031443953514, 0.004397919401526451, -0.03836917504668236, -0.26262471079826355, 0.04771669581532478, -0.011502113193273544, -0.030598439276218414, 0.047046709805727005, -0.024821912869811058, 0.01752208173274994, -0.04820171371102333, -0.0066887266002595425, -0.0010194035712629557, -0.06285654008388519, -0.07880526781082153, 0.010636858642101288, 0.03909317031502724, -0.005577174015343189, 0.021001987159252167, 0.04321762174367905, -0.02668132074177265, 0.038454607129096985, 0.02244037762284279, -0.006125396117568016, -0.05941634625196457, 0.015782929956912994, 0.015924565494060516, 0.04597070813179016, 0.04693635180592537, -0.061239637434482574, 0.08634977787733078, -0.041264858096838, -0.019765248522162437, -0.012818586081266403, 0.010767647065222263, -0.05357285216450691, 0.007526718080043793, -0.050074804574251175, -0.015072355046868324, 0.024046091362833977, 0.004446559585630894, 0.014954721555113792, 0.0033134282566607, -0.006141208577901125, -0.0323573499917984, -0.0033705933019518852, -0.017947467043995857, 0.061781663447618484, -0.014281915500760078, -0.05764676257967949, -0.005614215042442083, -0.049556292593479156, 0.07943835109472275, -0.014937079511582851, -0.02024383842945099, -0.0041831680573523045, 0.02332356572151184, -0.0007346374914050102, -0.03931909799575806, 0.027312029153108597, -0.0012429297203198075, -0.02735571376979351, -0.007472045719623566, -0.0057310364209115505, -0.02506609633564949, -0.027870507910847664, -0.06695780903100967, 0.022093411535024643, -0.07106766104698181, -0.058793805539608, -0.010173721238970757, 0.044045280665159225, 0.028222547844052315, -0.0023163415025919676, 0.016184398904442787, -0.006355485878884792, -0.11508405953645706, -0.007999047636985779, -0.029432853683829308, -0.05221669748425484, -0.050454553216695786, -0.019394470378756523, 0.044942840933799744, -0.01590055413544178, -0.0437069833278656, 0.04817119240760803, 0.018753521144390106, -0.012234892696142197, -0.004117516800761223, 0.028997715562582016, 0.020600734278559685, -0.018856357783079147, 0.014553270302712917, 0.07844062894582748, -0.02357666753232479, -0.025250256061553955, -0.03638894855976105, 0.012527180835604668, 0.029499145224690437, 0.022824112325906754, 0.01052889134734869, 0.03097297064960003, 0.0033427891321480274, 0.052867479622364044, -0.03594038635492325, -0.0023874123580753803, -0.023642567917704582, -0.0009891189401969314, -0.019812237471342087, -0.05913066864013672, 0.024222347885370255, 0.017327064648270607, 0.02998320385813713, -0.00887399073690176, -0.02468656562268734, 0.014962835237383842, -0.03614015504717827, -0.013113240711390972, -0.010984634049236774, -0.0006401384598575532, -0.0004914333112537861, -0.000442215969087556, -0.019973943009972572, -0.06499063223600388, 0.001275851158425212, 0.005700631532818079, -0.007228950038552284, -0.048710111528635025, 0.012587014585733414, -0.00031262965057976544, 0.014617941342294216, 0.013300902210175991, 0.013003255240619183, -0.027534835040569305, 0.05275553837418556, 0.035731565207242966, -0.05634681135416031, 0.015085168182849884, -0.021346695721149445, -0.02849179320037365, -0.039800938218832016, -0.008679131977260113, 0.00801424216479063, -0.036492764949798584, 0.012722711078822613, 0.028865879401564598, 0.028438054025173187, 0.08709436655044556, 0.014753470197319984, 0.004616129212081432, 0.008700829930603504, 0.005836330354213715, 0.0017170838546007872, 0.004835810512304306, -0.09489086270332336, 0.020066777244210243, -0.05664001405239105, 0.0005574250244535506, -0.040926236659288406, 0.022979240864515305, -0.0366339385509491, -0.028382403776049614, -0.04803723841905594, 0.024825112894177437, -0.04468470811843872, -0.007892856374382973, 0.017554262652993202, -0.01780112273991108, 0.08354701846837997, 0.008638422936201096, 0.03394061326980591, -0.030906572937965393, 0.01755553111433983, 0.014359581284224987, 0.01638907939195633, -0.030507894232869148, 0.005630511790513992, -0.0046163746155798435, 0.004169948864728212, 0.027009807527065277, 0.006003569811582565, 0.039482712745666504, 0.013287084177136421, -0.006881765089929104, -0.025592029094696045, 0.008393836207687855, -0.006167795043438673, 0.05142014101147652, 0.014449200592935085, -0.02141694165766239, 0.003380485577508807, -0.016522619873285294, -0.014246884733438492, -0.022661522030830383, -0.005144697614014149, -0.00962057150900364, 0.03964577615261078, -0.005340849049389362, -0.06542295962572098, 0.050518304109573364, 0.019333302974700928, 0.01842760667204857, -0.006955297663807869, -0.020807664841413498, 0.0028211637400090694, -0.016338570043444633, 0.049210045486688614, 0.08737044781446457, -0.04357084631919861, 0.019217435270547867, -0.010366632603108883, 0.011346181854605675, 0.006506466772407293, 0.019017193466424942, -0.03917692229151726, -0.03417442366480827, -0.02296876348555088, 0.03833172842860222, -0.06209977716207504, -0.018949497491121292, -0.03550088033080101, -0.0009779990650713444, -0.010787767358124256, -0.0289175845682621, -0.025085875764489174, 0.031355272978544235, 0.0028902029152959585, -0.05111534893512726, 0.0102805495262146, -0.044403739273548126, -0.015435797162353992, 0.031149446964263916, -0.003503437852486968, 0.014340342953801155, -0.017003441229462624, 0.019673265516757965, 0.021877296268939972, -0.0036502466537058353, -0.02908678725361824, -0.03144378587603569, 0.003567270701751113, -0.011486566625535488, 0.03377929702401161, -0.013161356560885906, -0.014673430472612381, -0.012891008518636227, -0.02498680353164673, -0.022621572017669678, -0.004382268525660038, -0.04339119791984558, -0.04262915253639221, 0.009063640609383583, 0.06410127133131027, -0.0014357658801600337, 0.019450237974524498, -0.007766059599816799, -0.00786994956433773, 0.04835081472992897, -0.07304903119802475, -0.02968660555779934, -0.0032695531845092773, -0.07158561050891876, 0.0552029013633728, -0.010646148584783077, 0.010370926931500435, -0.03129981458187103, 0.05306323990225792, 0.04646828770637512, 0.021547522395849228, 0.00924498401582241, -0.014031878672540188, 0.04488229751586914, -0.05253449082374573, -0.031706828624010086, -0.08492984622716904, -0.016053102910518646, -0.026648635044693947, 0.021387267857789993, -0.04070652648806572, -0.003216726006940007, -0.0238711629062891, 0.022672152146697044, -0.06989540904760361, -0.04779248684644699, 0.052519310265779495, 0.030489478260278702, -0.011630390770733356, 0.02529543824493885, -0.0245941374450922, 0.016285236924886703, 0.03431246429681778, -0.01479082740843296, -0.022542551159858704, -0.026728348806500435, 0.03873242065310478, -0.024289825931191444, -0.001125951181165874, -0.08198367804288864, 0.0018113729311153293, 0.06366673111915588, 0.002551101613789797, 0.01945926994085312, 0.028553195297718048, -0.009109221398830414, 0.03697808086872101, 0.01494533196091652, 0.0024725524708628654, -0.02601669915020466, 0.008774492889642715, 0.0021279030479490757, -0.032991115003824234, 0.015401657670736313, 0.004115994554013014, -0.013273616321384907, -0.034164249897003174, 0.05793686956167221, 0.0149753512814641, -0.06467200815677643, -0.04599522799253464, 0.025512421503663063, -0.020808210596442223, -0.010249746963381767, -0.030729176476597786, 0.021590501070022583, -0.026358650997281075, 0.08220888674259186, 0.014082576148211956, -0.025355691090226173, 0.09355051815509796, 0.007035104092210531, -0.005184086039662361, 0.024002300575375557, 0.07065252214670181, 0.06301863491535187, 0.015585985966026783, 0.004968367982655764, 0.05013526231050491, -0.052733197808265686, -0.04941987246274948, 0.014615833759307861, -0.02520439215004444, 0.023556655272841454, -0.03823739290237427, 0.01419536117464304, 0.08814896643161774, -0.03131379559636116, 0.06338132917881012, -0.041009265929460526, 0.024629533290863037, -0.016724301502108574, 0.02529848739504814, -0.01236772071570158, 0.04049936309456825, 0.01582201011478901, 0.0019236740190535784, 0.0007637828821316361, -0.026622198522090912, 0.05435274913907051, 0.0014761288184672594, 0.010101244784891605, 0.016528135165572166, 0.024191413074731827, -0.023623904213309288, 0.007592865265905857, 0.03644166514277458, 0.07341442257165909, -0.01312648318707943, -0.026686904951930046, -0.0036870359908789396, 0.0298865158110857, -0.00934035237878561, -0.0044621312990784645, -0.014818844385445118, -0.00888859387487173, -0.01661902479827404, 0.007840889506042004, -0.05061068758368492, -0.023295309394598007, 0.0022638451773673296, 0.05497933179140091, -0.014943541958928108, 0.021457461640238762, 0.009522476233541965, 0.006236921064555645, -0.016854768618941307, -0.03613533824682236, -0.052737634629011154, -0.028936028480529785, -0.04418723285198212, 0.009123900905251503, 0.02375568076968193, 0.0028135774191468954, -0.028948882594704628, -0.028853371739387512, -0.008865621872246265, -0.026781558990478516, 0.033307481557130814, -0.035614293068647385, -0.06935802102088928, 0.026270054280757904, 0.04178442806005478, 0.02252909354865551, 0.027530336752533913, 0.039345696568489075, 0.0090197017416358, -0.017898309975862503, -0.015799326822161674, 0.016408201307058334, 0.026003757491707802, -0.014432169497013092, 0.03275097906589508, -0.05581033602356911, 0.04676349088549614, 0.009825256653130054, 0.03809266909956932, -0.07078853249549866, 0.01556924358010292, 0.05159522965550423, -0.0371246375143528, 0.05154821649193764, -0.01500052958726883, 0.007887163199484348, -0.01666240580379963, 0.024053988978266716, 0.010627109557390213, -0.005697169806808233, 0.04514960199594498, -0.02983517199754715, 0.05095924437046051, 0.08248242735862732, -0.036954112350940704, -0.04838138073682785, -0.02124386839568615, -0.012148790061473846, 0.006348510272800922, -0.024047907441854477, -0.009815827012062073, -0.0479213148355484, -0.08084041625261307, 0.023626865819096565, 0.010874147526919842, -0.017391262575984, -0.061532992869615555, -0.0005124586750753224, 0.00907630380243063, -0.08921924978494644, 0.02353544719517231, -0.029560640454292297, -0.010551514104008675, -0.015772614628076553, -0.024013180285692215, 0.014843858778476715, 0.022655175998806953, 0.0350833386182785, 0.010509989224374294, 0.026627499610185623, -0.01847374066710472, -0.005098253022879362, -0.028299307450652122, 0.01939072273671627, 0.04377525672316551, -0.0013849124079570174, 0.038390930742025375 ]
[ -0.05928211286664009, -0.008507899940013885, -0.003969332668930292, -0.027157416567206383, 0.04919188469648361, -0.05406169220805168, -0.058638982474803925, -0.016137847676873207, -0.008024672046303749, -0.004813909996300936, 0.04070298373699188, -0.02205483429133892, -0.006572351790964603, -0.04161606729030609, 0.08285193145275116, 0.01653934270143509, -0.008827541954815388, -0.018539341166615486, -0.006456643342971802, 0.018062572926282883, -0.002078833058476448, -0.03563458099961281, -0.025165781378746033, -0.06013854593038559, -0.00009983238851418719, 0.05211262404918671, 0.05378197506070137, -0.015140539966523647, -0.010997102595865726, -0.19790975749492645, 0.01567685976624489, -0.0022637806832790375, 0.017372502014040947, -0.026594331488013268, 0.048294827342033386, 0.01552186906337738, 0.009059100411832333, 0.03494865819811821, -0.035847630351781845, 0.016917215660214424, 0.030154608190059662, 0.0351191945374012, -0.04190511256456375, -0.058980055153369904, 0.01598263531923294, -0.0406065359711647, -0.018924197182059288, -0.020650234073400497, 0.0019029970280826092, -0.0007456735474988818, -0.022437747567892075, -0.03440599516034126, -0.0014845422701910138, -0.031740013509988785, -0.044274166226387024, -0.0035311556421220303, 0.01441115140914917, 0.0520816296339035, 0.004652426578104496, -0.0035304781049489975, 0.03641367331147194, -0.03344566002488136, -0.15126782655715942, 0.09216903150081635, 0.05694566294550896, 0.016571391373872757, -0.003976278938353062, -0.05045795813202858, -0.026883237063884735, 0.08758512139320374, 0.015535760670900345, -0.04576091840863228, -0.04617692157626152, 0.04857025668025017, 0.04878144711256027, -0.016563234850764275, 0.018179217353463173, 0.020570794120430946, 0.05372842028737068, -0.025578293949365616, -0.05277644097805023, -0.03162267804145813, -0.047735389322042465, 0.003893244778737426, -0.06349093466997147, 0.01961369253695011, 0.019689474254846573, 0.061653003096580505, 0.04323958232998848, 0.021418608725070953, 0.022279435768723488, -0.06692729145288467, 0.04312920570373535, 0.011325815692543983, -0.10609407722949982, -0.0037677199579775333, -0.010764431208372116, 0.008764129132032394, -0.03219550848007202, 0.4358658790588379, -0.04202043637633324, -0.011979951523244381, 0.04790303483605385, 0.005919929593801498, -0.012413988821208477, 0.03728712722659111, 0.03865203261375427, 0.01626368798315525, -0.0030672852881252766, -0.027769671753048897, 0.028822679072618484, -0.0044947401620447636, 0.035399291664361954, -0.05820704996585846, 0.023163285106420517, -0.010907229036092758, -0.008605887182056904, -0.00746139558032155, -0.055511731654405594, 0.006546879652887583, -0.012269639410078526, -0.03068355657160282, 0.027125438675284386, 0.04935328662395477, 0.054493650794029236, -0.019006168469786644, 0.04358627647161484, 0.0424056202173233, 0.05726497992873192, -0.014772150665521622, 0.04149600490927696, -0.04905852675437927, -0.045472174882888794, -0.003957398701459169, 0.030128642916679382, 0.031310152262449265, 0.029501140117645264, -0.018301624804735184, -0.020819928497076035, 0.0008616218692623079, 0.002792402869090438, 0.008804665878415108, 0.02990858256816864, -0.0058399373665452, -0.012672079727053642, 0.09665663540363312, -0.0109247462823987, -0.03351876139640808, 0.004210879560559988, -0.015682701021432877, -0.0014650319935753942, 0.02795523591339588, -0.006502924021333456, -0.028742756694555283, -0.003544496838003397, 0.02500843070447445, 0.05325355753302574, -0.01643059030175209, -0.062187518924474716, -0.02002975344657898, 0.00342881609685719, -0.029923563823103905, -0.03446250408887863, 0.047781649976968765, 0.04011876508593559, -0.1001451164484024, -0.050106555223464966, 0.026736099272966385, 0.03192751109600067, -0.042728062719106674, 0.00106479087844491, 0.0008379846694879234, -0.006920907646417618, -0.05161389335989952, 0.03079856187105179, -0.05351142957806587, -0.031900789588689804, 0.04062804952263832, 0.02930150181055069, 0.005542244762182236, 0.012893716804683208, 0.04173050448298454, -0.03453317657113075, -0.03785035386681557, -0.016920920461416245, -0.09763485938310623, -0.056639548391103745, 0.011428572237491608, -0.028417175635695457, -0.009879623539745808, -0.02179938368499279, -0.022135937586426735, -0.0559103861451149, 0.021799162030220032, -0.03241980820894241, -0.014631216414272785, 0.0383446179330349, 0.02563108317553997, 0.01010527741163969, -0.04091205075383186, 0.05866924673318863, 0.05977413058280945, -0.031937044113874435, 0.04650271311402321, -0.06394968926906586, 0.04067866876721382, 0.03914543241262436, -0.04258270561695099, 0.049341727048158646, 0.02703319489955902, -0.04682565852999687, -0.026844656094908714, 0.029812980443239212, 0.026806214824318886, -0.01381825003772974, -0.03860252723097801, -0.03870081529021263, 0.001131462398916483, 0.03287963569164276, 0.030690716579556465, -0.011871946975588799, -0.035143107175827026, -0.019810007885098457, -0.3415755033493042, -0.023639118298888206, -0.02141425758600235, 0.022721298038959503, 0.010185150429606438, -0.04749685525894165, 0.003181860316544771, -0.0146827083081007, -0.03309322148561478, -0.010440520010888577, 0.09538252651691437, -0.04816635325551033, 0.05293482914566994, -0.075547955930233, -0.0068693580105900764, -0.00012057792628183961, -0.025995030999183655, -0.052376143634319305, -0.025760957971215248, 0.0020293928682804108, 0.010068992152810097, 0.009663373231887817, -0.019179848954081535, -0.03534015640616417, 0.011382407508790493, -0.013462990522384644, 0.09081833064556122, 0.00572697538882494, 0.16224689781665802, -0.012286740355193615, 0.06784979999065399, 0.02709820680320263, 0.018503384664654732, -0.1033530980348587, -0.026500390842556953, -0.021058395504951477, 0.011455121450126171, -0.018514595925807953, 0.024733465164899826, -0.010335080325603485, -0.07300830632448196, 0.005539034493267536, -0.062301840633153915, -0.026062408462166786, 0.005183759611099958, 0.005087782628834248, -0.00872135441750288, -0.002364673651754856, -0.03574473410844803, 0.08763525635004044, -0.020385876297950745, 0.004512702114880085, -0.007043651770800352, 0.06137748807668686, 0.054575804620981216, -0.012690393254160881, -0.021994521841406822, -0.010268468409776688, 0.022262897342443466, -0.03239956870675087, 0.054188620299100876, 0.023557761684060097, 0.041654206812381744, -0.043023739010095596, -0.013648048974573612, 0.03290440887212753, -0.00522155174985528, -0.01798146404325962, 0.052202362567186356, -0.05103469267487526, -0.0002726364473346621, 0.08591502159833908, -0.009109416976571083, 0.0015732598258182406, 0.02107243798673153, 0.002992145949974656, -0.01474363449960947, 0.03473956882953644, -0.015759406611323357, -0.033323097974061966, 0.022108571603894234, -0.017152000218629837, 0.0420379713177681, -0.05910443887114525, 0.026861941441893578, 0.04812130331993103, -0.04021207615733147, -0.012157455086708069, 0.03387044742703438, -0.003538660705089569, -0.030936723574995995, -0.003338324138894677, 0.014009074307978153, -0.05870743468403816, 0.07158282399177551, -0.002767345169559121, -0.24518872797489166, 0.01661602407693863, 0.08370184153318405, 0.038977522403001785, -0.03867556154727936, 0.00581821333616972, 0.038780421018600464, -0.04686008393764496, 0.015590186230838299, 0.028495101258158684, 0.0033115744590759277, 0.03363968804478645, -0.019531214609742165, -0.024285009130835533, 0.044228117913007736, -0.028841963037848473, 0.06548666954040527, 0.03487462177872658, 0.005896833725273609, 0.015210368670523167, -0.008215370588004589, -0.015358475036919117, 0.15405990183353424, 0.02706236205995083, 0.01920592226088047, 0.0019359404686838388, 0.015094269998371601, 0.03523802384734154, 0.09409155696630478, 0.04345887526869774, 0.034744903445243835, -0.014201519079506397, 0.058639202266931534, 0.006774263922125101, 0.05113184452056885, -0.04523525387048721, -0.013521503657102585, 0.06089304760098457, 0.030203549191355705, 0.004092979244887829, -0.0018622231436893344, -0.00811982061713934, -0.021707648411393166, 0.03260099142789841, 0.06814631074666977, -0.03252174332737923, 0.0279861930757761, -0.008517212234437466, -0.02711801789700985, 0.009923510253429413, -0.054904866963624954, -0.031368304044008255, -0.007500834297388792, -0.01919574849307537, 0.004701727069914341, 0.037708111107349396, -0.0013429842656478286, -0.048447027802467346, 0.0023930335883051157, 0.00040605809772387147, -0.004915923345834017, -0.05134308338165283, 0.13276398181915283, -0.0021988041698932648, 0.030862009152770042 ]
[ -0.018263081088662148, -0.004115473013371229, -0.02944008819758892, 0.05225422978401184, 0.010127006098628044, 0.005234961863607168, -0.011576930060982704, 0.020600149407982826, -0.031324680894613266, -0.00697202468290925, -0.0044374605640769005, -0.021758494898676872, 0.03633739426732063, -0.016845660284161568, -0.025432229042053223, 0.04144792631268501, 0.012838044203817844, -0.012497151270508766, 0.021575722843408585, -0.013902531936764717, -0.004810024052858353, 0.05640546604990959, 0.009711716324090958, -0.035905227065086365, 0.010202000848948956, 0.03388453647494316, -0.02341064251959324, -0.01385799515992403, 0.024974431842565536, -0.11126288026571274, -0.003707848722115159, -0.03181230276823044, -0.0027553001418709755, 0.012253277003765106, 0.028403732925653458, -0.008292521350085735, 0.02973928488790989, 0.05045553669333458, 0.006187865044921637, -0.019138241186738014, -0.02880902774631977, 0.020408164709806442, 0.0256638266146183, 0.017846228554844856, -0.04611610993742943, -0.056738365441560745, -0.055703792721033096, -0.03485575318336487, -0.02826508693397045, 0.004209049977362156, -0.02395549602806568, -0.005489209201186895, 0.013141307048499584, -0.03339650109410286, 0.025630787014961243, -0.011226664297282696, -0.00967615470290184, 0.044162679463624954, 0.0029693255200982094, -0.019241834059357643, 0.018476584926247597, -0.02002049796283245, -0.031783539801836014, -0.04879067838191986, 0.013710490427911282, -0.010436974465847015, -0.033534325659275055, 0.007682396564632654, -0.014734962955117226, -0.0020731245167553425, -0.021465161815285683, 0.01715707592666149, -0.04674442484974861, -0.005170836579054594, 0.005368809215724468, 0.02524266205728054, 0.008781096898019314, 0.04098667576909065, -0.0029813905712217093, -0.0344080924987793, -0.002301935339346528, 0.007723541464656591, -0.004179510287940502, 0.00904625654220581, 0.01565614715218544, 0.01618635095655918, -0.014402979984879494, 0.0332171805202961, 0.003933433908969164, 0.002924841595813632, -0.026937801390886307, -0.03758474066853523, -0.011275231838226318, 0.02726656012237072, -0.08841131627559662, -0.017798136919736862, -0.021247750148177147, -0.015040281228721142, -0.0030240309424698353, 0.8169324994087219, -0.047102127224206924, 0.030209284275770187, 0.008344406262040138, -0.019729062914848328, -0.019183117896318436, -0.014930437318980694, 0.021764736622571945, 0.024669215083122253, 0.052274759858846664, -0.08841150254011154, 0.03875792771577835, -0.006422881502658129, 0.017557557672262192, -0.003637575078755617, 0.0015177662717178464, -0.010814294219017029, -0.016803033649921417, 0.003884175792336464, 0.012390945106744766, 0.024921998381614685, 0.0180008914321661, -0.031765248626470566, -0.021638263016939163, 0.0023458150681108236, 0.01768115721642971, -0.20173822343349457, 0.010230218060314655, -7.907175074473234e-33, 0.02431192807853222, -0.02521829679608345, 0.015043485909700394, 0.003754116827622056, 0.05858079716563225, -0.009986883960664272, 0.02978053130209446, 0.018732935190200806, 0.0306903924793005, -0.044847678393125534, 0.007289092987775803, -0.03982662782073021, -0.022751212120056152, -0.025719810277223587, 0.027693623676896095, -0.008349291048943996, 0.006327930837869644, 0.02559732459485531, -0.004890150390565395, -0.013276604004204273, 0.003129629883915186, 0.05220353230834007, 0.01579129882156849, -0.019678980112075806, 0.018831968307495117, 0.0018695781473070383, 0.007098770700395107, 0.03109624981880188, 0.00003574034781195223, -0.03022000566124916, -0.01989383064210415, 0.03495385870337486, -0.03541415184736252, 0.01648455671966076, -0.016415541991591454, -0.018738098442554474, -0.04793364927172661, 0.02861201949417591, 0.0017398134805262089, 0.01358605083078146, -0.0747654139995575, -0.004069334827363491, -0.040084194391965866, 0.03209589049220085, -0.02288622409105301, -0.03970794752240181, 0.021383928135037422, -0.020042676478624344, -0.010431258007884026, 0.014859308488667011, -0.008206203579902649, 0.026435611769557, 0.012680147774517536, 0.050799544900655746, 0.0017966397572308779, -0.009440863505005836, -0.015526041388511658, 0.023337621241807938, 0.03924160823225975, 0.012667525559663773, 0.022432032972574234, 0.025014029815793037, -0.008246060460805893, 0.023940127342939377, -0.027282020077109337, -0.0138538284227252, 0.06660430133342743, -0.022014614194631577, 0.023871857672929764, 0.023035341873764992, -0.032276663929224014, 0.03840406984090805, 0.021738136187195778, -0.04462794214487076, -0.012059702537953854, 0.016893407329916954, -0.014288974925875664, -0.0012567311059683561, 0.010448168031871319, 0.024190230295062065, -0.01584470272064209, -0.022445939481258392, -0.012175085954368114, -0.06017126142978668, -0.00019647726730909199, 0.00971937458962202, -0.003074350068345666, 0.0001019984993035905, -0.018064254894852638, 0.01799563504755497, 0.04117361456155777, 0.008877568878233433, -0.014533670619130135, -0.009902591817080975, 0.002933288225904107, 7.915764264757899e-33, 0.034690022468566895, 0.0067579434253275394, 0.02817906253039837, 0.002297058003023267, -0.03009675443172455, -0.004183863755315542, -0.00011735288717318326, -0.01084284670650959, -0.04652068763971329, 0.03096000850200653, -0.019217804074287415, 0.08621475845575333, -0.031382545828819275, 0.02211868390440941, 0.042867355048656464, -0.022533584386110306, 0.021423716098070145, -0.002151060150936246, 0.03197995573282242, 0.000863210647366941, 0.007058113347738981, 0.001359983696602285, 0.00023443160171154886, 0.009821808896958828, 0.008783108554780483, 0.05112749710679054, -0.027898799628019333, -0.014962072484195232, 0.02422119490802288, 0.00960614625364542, 0.023106109350919724, 0.014959498308598995, -0.01946316659450531, -0.07262644916772842, -0.027962420135736465, 0.040031950920820236, 0.0075306640937924385, 0.010666062124073505, 0.023761477321386337, 0.020580414682626724, 0.009970022365450859, 0.013536226004362106, -0.006780240219086409, 0.041209835559129715, 0.02640005387365818, 0.010728631168603897, 0.009064294397830963, -0.03840922191739082, -0.015933634713292122, 0.01975216530263424, 0.03274745121598244, 0.013791096396744251, 0.0055084689520299435, -0.013768521137535572, 0.03768167272210121, -0.015032456256449223, -0.0595746748149395, 0.014936347492039204, -0.040753673762083054, 0.030845435336232185, -0.014057541266083717, 0.024627894163131714, -0.009652279317378998, 0.002755966270342469, -0.058999575674533844, 0.029453499242663383, -0.02624569460749626, 0.04323458671569824, 0.0071534221060574055, 0.014421909116208553, -0.035151947289705276, -0.01771136187016964, -0.03968615084886551, 0.04660883545875549, -0.007457168772816658, -0.019177086651325226, -0.005620951764285564, -0.010114573873579502, -0.005458721425384283, 0.0557543970644474, 0.014744672924280167, 0.021591247990727425, 0.0079033263027668, -0.029233573004603386, 0.0148605452850461, 0.004026726819574833, -0.01965959556400776, 0.007695314008742571, -0.0017769508995115757, -0.029571419581770897, 0.011640932410955429, -0.007661203853785992, 0.00029538519447669387, 0.013700415380299091, -0.019161639735102654, -1.3036532742205509e-8, -0.06590873003005981, 0.015197016298770905, -0.018572427332401276, 0.013444890268146992, 0.04771069809794426, -0.022574059665203094, -0.028078192844986916, 0.03056427277624607, 0.013678380288183689, 0.009871653281152248, 0.01478304248303175, -0.043165866285562515, 0.008450666442513466, 0.024778803810477257, 0.006882360205054283, -0.04384481906890869, -0.012659634463489056, -0.015551842749118805, 0.030588148161768913, 0.006979669909924269, 0.023369764909148216, 0.04104160517454147, 0.009888186119496822, 0.0016247835010290146, 0.00742787029594183, -0.05757390335202217, 0.02401043474674225, -0.08001866191625595, -0.0431937649846077, 0.04070856794714928, 0.029782304540276527, -0.004546245560050011, -0.05673455074429512, 0.011731375008821487, -0.005290868692100048, -0.03348548710346222, 0.02617192640900612, -0.004054985474795103, 0.018630070611834526, 0.02764984220266342, -0.009105833247303963, 0.020101457834243774, -0.013385740108788013, -0.01656828075647354, 0.0020559290423989296, -0.015691109001636505, -0.005721564870327711, -0.0012781936675310135, -0.024899082258343697, -0.08081185817718506, 0.005784336011856794, -0.007066670339554548, 0.0022242798004299402, 0.03613927215337753, 0.05287734419107437, 0.00533946743234992, 0.00022278459800872952, 0.02019326388835907, -0.010914614424109459, 0.029700562357902527, -0.00265311636030674, 0.009951423853635788, -0.003990068566054106, -0.02827351912856102 ]
msbuild-use-outputpath-instead-of-outdir
https://markhneedham.com/blog/2008/08/14/msbuild-use-outputpath-instead-of-outdir
false
2008-08-14 21:49:04
Macros in nant
[ "nant", "macrodef", "ant" ]
[ "Build" ]
One of my favourite features of http://ant.apache.org/[ant] is the ability to create macros where you can define common behaviour and then call it from the rest of your build script. Unfortunately that task doesn't come with http://nant.sourceforge.net/[nant] and it's not available on http://nantcontrib.sourceforge.net/[nant-contrib] either. We were using a very roundabout way to build the various projects in our solution.+++<table class="CodeRay">++++++<tr>++++++<td class="line_numbers" title="click to toggle" onclick="with (this.firstChild.style) { display = (display == '') ? 'none' : '' }">++++++<pre>+++1+++<tt>++++++</tt>+++2+++<tt>++++++</tt>+++3+++<tt>++++++</tt>+++4+++<tt>++++++</tt>+++5+++<tt>++++++</tt>+++6+++<tt>++++++</tt>+++7+++<tt>++++++</tt>+++8+++<tt>++++++</tt>+++9+++<tt>++++++</tt>++++++<strong>+++10+++</strong>++++++<tt>++++++</tt>+++11+++<tt>++++++</tt>+++12+++<tt>++++++</tt>+++13+++<tt>++++++</tt>+++14+++<tt>++++++</tt>+++15+++<tt>++++++</tt>+++16+++<tt>++++++</tt>+++17+++<tt>++++++</tt>+++18+++<tt>++++++</tt>+++19+++<tt>++++++</tt>+++~~~</td> +++<td class="code">++++++<pre ondblclick="with (this.style) { overflow = (overflow == 'auto' || overflow == '') ? 'visible' : 'auto' }">+++<target name=&quot;compile&quot;> +++<tt>++++++</tt>+++ <foreach item=&quot;Folder&quot; property=&quot;folderName&quot;>+++<tt>++++++</tt>+++ +++<in>++++++<tt>++++++</tt>+++ +++<items>++++++<tt>++++++</tt>+++ <include name=&quot;${project::get-base-directory()}\Project1&quot; />+++<tt>++++++</tt>+++ <include name=&quot;${project::get-base-directory()}\Project2&quot; /> +++<tt>++++++</tt>++++++</items>++++++<tt>++++++</tt>++++++</in>++++++<tt>++++++</tt>+++ +++<do>++++++<tt>++++++</tt>+++ <property name=&quot;project.name&quot; value=&quot;${path::get-file-name(folderName)}&quot; />+++<tt>++++++</tt>+++ <property name=&quot;project.file&quot; value=&quot;${project.name}.csproj&quot; />+++<tt>++++++</tt>+++ +++<tt>++++++</tt>+++ <exec program=&quot;/path/to/msbuild3.5/&quot;>+++<tt>++++++</tt>+++ <arg value=&quot;$\{folderName}\${project.file}&quot; />+++<tt>++++++</tt>+++ <arg value=&quot;/p:OutputPath=${build.dir}\${project.name}\&quot; />+++<tt>++++++</tt>+++ </exec> +++<tt>++++++</tt>++++++</do>+++ +++<tt>++++++</tt>+++ </foreach> +++<tt>++++++</tt>+++</target>~~~</td> </tr></table> Horrendous! Luckily I happened to be emailing back and forth with +++<a href="http://manicprogrammer.com/cs/blogs/heynemann/default.aspx">+++Bernardo+++</a>+++ about +++<a href="http://www.stormwindproject.org/">+++Stormwind+++</a>+++ at the time and he mentioned that there +++<a href="http://peelmeagrape.net/projects/nant_macrodef">+++was in fact+++</a>+++ a task. I added the Macros dll to the build file and voila: +++<table class="CodeRay">++++++<tr>++++++<td class="line_numbers" title="click to toggle" onclick="with (this.firstChild.style) { display = (display == '') ? 'none' : '' }">++++++<pre>+++1+++<tt>++++++</tt>+++2+++<tt>++++++</tt>+++3+++<tt>++++++</tt>+++4+++<tt>++++++</tt>+++~~~</td> +++<td class="code">++++++<pre ondblclick="with (this.style) { overflow = (overflow == 'auto' || overflow == '') ? 'visible' : 'auto' }">+++<target name=&quot;compile&quot;>+++<tt>++++++</tt>+++ <compile-project projectfile=&quot;\path\to\Project1\Project1.csproj&quot; />+++<tt>++++++</tt>+++ <compile-project projectfile=&quot;\path\to\Project2\Project2.csproj&quot; />+++<tt>++++++</tt>+++</target>~~~</td> </tr></table> +++<br>++++++</br>+++ +++<table class="CodeRay">++++++<tr>++++++<td class="line_numbers" title="click to toggle" onclick="with (this.firstChild.style) { display = (display == '') ? 'none' : '' }">++++++<pre>+++1+++<tt>++++++</tt>+++2+++<tt>++++++</tt>+++3+++<tt>++++++</tt>+++4+++<tt>++++++</tt>+++5+++<tt>++++++</tt>+++6+++<tt>++++++</tt>+++7+++<tt>++++++</tt>+++8+++<tt>++++++</tt>+++9+++<tt>++++++</tt>++++++<strong>+++10+++</strong>++++++<tt>++++++</tt>+++11+++<tt>++++++</tt>+++12+++<tt>++++++</tt>+++13+++<tt>++++++</tt>+++14+++<tt>++++++</tt>+++~~~</td> +++<td class="code">++++++<pre ondblclick="with (this.style) { overflow = (overflow == 'auto' || overflow == '') ? 'visible' : 'auto' }">+++<macrodef name=&quot;compile-project&quot;>+++<tt>++++++</tt>+++ +++<attributes>++++++<tt>++++++</tt>+++ <attribute name=&quot;projectfile&quot;/>+++<tt>++++++</tt>++++++</attributes>++++++<tt>++++++</tt>++++++<tt>++++++</tt>+++ +++<sequential>++++++<tt>++++++</tt>+++ <property name=&quot;project.name&quot; value=&quot;${path::get-file-name-without-extension(projectfile)}&quot; />+++<tt>++++++</tt>+++ +++<tt>++++++</tt>+++ <exec program=&quot;$\{msbuild}&quot;>+++<tt>++++++</tt>+++ <arg value=&quot;$\{projectfile}&quot; />+++<tt>++++++</tt>+++ <arg value=&quot;/p:OutputPath=${build.dir}\${project.name}\&quot; />+++<tt>++++++</tt>+++ </exec> +++<tt>++++++</tt>++++++</sequential>++++++<tt>++++++</tt>+++</macrodef>~~~</td> </tr></table> Further instructions on using the macrodef task are +++<a href="https://please.peelmeagrape.net/svn/public/nant/macrodef/build/doc/tasks/macrodef.html">+++here+++</a>+++.+++</pre>++++++</td>++++++</pre>++++++</td>++++++</tr>++++++</table>++++++</pre>++++++</td>++++++</pre>++++++</td>++++++</tr>++++++</table>++++++</pre>++++++</td>++++++</pre>++++++</td>++++++</tr>++++++</table>+++
null
null
[ 0.029038075357675552, -0.0011577869299799204, -0.016243550926446915, 0.027442723512649536, 0.07080569118261337, 0.016669336706399918, 0.02678668312728405, 0.036154601722955704, 0.010383662767708302, -0.03518515080213547, -0.010965945199131966, 0.018520453944802284, -0.060246460139751434, 0.0036194869317114353, -0.031054994091391563, 0.07230642437934875, 0.06499931961297989, 0.00668278569355607, 0.017009424045681953, 0.018558066338300705, 0.032378148287534714, 0.04559224843978882, 0.008196261711418629, 0.027092529460787773, 0.000838839856442064, 0.04249739274382591, 0.018847061321139336, -0.023754069581627846, -0.08080195635557175, -0.009827794507145882, 0.034570325165987015, -0.009583896026015282, 0.024617386981844902, -0.010905906558036804, -0.004963366314768791, -0.02626374363899231, -0.032030511647462845, 0.004147110506892204, 0.008653749711811543, 0.015399838797748089, -0.058117374777793884, 0.02509094402194023, 0.003397508291527629, 0.03235964477062225, -0.03848770633339882, 0.04065258800983429, -0.03459979593753815, 0.024874210357666016, -0.03446425870060921, -0.005270677153021097, -0.07120416313409805, 0.036245785653591156, -0.008948317728936672, -0.021300045773386955, 0.016026148572564125, 0.03482458367943764, 0.024457359686493874, -0.0818784236907959, 0.027125228196382523, -0.04837163910269737, 0.00204982771538198, 0.020888442173600197, -0.0025821514427661896, 0.019535183906555176, -0.0024384071584790945, 0.005613307934254408, -0.016306236386299133, 0.04477687552571297, -0.05168142169713974, -0.0297332052141428, 0.00305411615408957, -0.0015328360022976995, -0.03024204634130001, -0.017624570056796074, 0.025155777111649513, -0.038650304079055786, -0.011896839365363121, 0.06331115961074829, -0.001110709155909717, 0.0616920068860054, -0.024415479972958565, 0.005614432506263256, 0.024985605850815773, 0.017835110425949097, 0.015491177327930927, -0.03424043208360672, -0.013036821968853474, -0.0079425610601902, -0.04634074121713638, 0.06440433114767075, 0.017915811389684677, -0.049407992511987686, 0.02528531476855278, 0.026264194399118423, 0.03261137381196022, 0.006888605188578367, 0.014807808212935925, -0.008180585689842701, 0.022586463019251823, 0.015565062873065472, -0.029457632452249527, 0.006415734067559242, -0.009218488819897175, -0.0008472739136777818, -0.08736945688724518, -0.020380182191729546, -0.026311233639717102, -0.024839170277118683, -0.0034793091472238302, 0.0026646654587239027, -0.022933291271328926, 0.009742919355630875, -0.01945633254945278, -0.001396903651766479, -0.07558101415634155, 0.10186301916837692, -0.0071473936550319195, -0.02716396003961563, 0.0017330149421468377, 0.02793755941092968, 0.05201287195086479, 0.03952377289533615, -0.0019749742932617664, 0.11122708767652512, 0.011965323239564896, 0.0393923781812191, -0.009367380291223526, 0.05369928106665611, 0.0056455135345458984, -0.04714270681142807, -0.01023087091743946, 0.08177332580089569, -0.0110408253967762, -0.004168212879449129, 0.0038876966573297977, -0.014216616749763489, -0.028960658237338066, -0.008494889363646507, 0.04303738847374916, 0.03258015587925911, -0.016625968739390373, -0.015871930867433548, 0.029574837535619736, 0.009267265908420086, 0.04061073437333107, 0.009870348498225212, -0.00434023467823863, -0.059704843908548355, -0.04595606029033661, 0.03511994704604149, -0.028022775426506996, 0.009228200651705265, 0.05067630857229233, -0.045838862657547, 0.0042489077895879745, 0.09412987530231476, 0.04593571275472641, -0.0060879504308104515, -0.03661654144525528, 0.021398352459073067, 0.027866775169968605, 0.03276580572128296, 0.01062719151377678, 0.026500936597585678, 0.00020291664986871183, -0.021704843267798424, -0.011242229491472244, 0.018924051895737648, 0.01875942572951317, 0.00919433031231165, -0.05790146067738533, -0.041069623082876205, 0.07129880785942078, -0.024748675525188446, -0.004986621905118227, 0.018246786668896675, 0.09190794080495834, 0.015007995069026947, 0.04633854702115059, 0.012391218915581703, -0.0773022398352623, 0.008751985616981983, 0.023218881338834763, 0.00490428926423192, 0.04452017694711685, -0.02056812308728695, 0.07988569140434265, 0.005606845021247864, 0.013767657801508904, 0.030070273205637932, -0.08058573305606842, -0.09456049650907516, -0.011072482913732529, -0.0077635119669139385, 0.07128477841615677, -0.031784240156412125, -0.01170278899371624, 0.061334408819675446, 0.026225093752145767, 0.054876379668712616, 0.018679341301321983, 0.013389554806053638, 0.006059044972062111, -0.060867518186569214, -0.06656933575868607, 0.031185977160930634, 0.028847800567746162, -0.017584864050149918, -0.03719424828886986, 0.027696842327713966, -0.004218217916786671, -0.018844908103346825, 0.02957933209836483, -0.003988336306065321, 0.05238007754087448, 0.024923011660575867, 0.04828235134482384, -0.031029343605041504, 0.03833995386958122, -0.042260657995939255, 0.03234075754880905, -0.03378748148679733, -0.044489599764347076, 0.005127092823386192, -0.01410744059830904, 0.11176968365907669, 0.06462714821100235, -0.04816672205924988, -0.01884005405008793, 0.0365254208445549, -0.006903115659952164, -0.0567220114171505, -0.0014463396510109305, 0.017966309562325478, 0.007084796670824289, 0.0011733456049114466, -0.042633067816495895, -0.019465750083327293, 0.0004604406713042408, -0.05444543436169624, 0.005009788554161787, 0.07713689655065536, -0.03201056271791458, 0.05651082843542099, 0.0067939190194010735, -0.016539355739951134, 0.0010846634395420551, -0.021613681688904762, -0.06363637000322342, 0.020477984100580215, 0.011923760175704956, -0.01765000820159912, 0.04556596279144287, -0.03682347759604454, -0.06220310181379318, -0.026018844917416573, -0.05957822501659393, -0.0060086678713560104, 0.03898630291223526, 0.06425448507070541, -0.008390640839934349, 0.023439602926373482, -0.006233327090740204, 0.016645146533846855, -0.008247903548181057, -0.06617840379476547, -0.018470432609319687, -0.008759106509387493, 0.014499781653285027, 0.01846694014966488, 0.008579135872423649, 0.02947070263326168, 0.0015309592708945274, -0.004566514864563942, 0.0465422086417675, -0.009568976238369942, 0.028927691280841827, -0.009181633591651917, -0.007309325039386749, -0.03412383422255516, -0.024990126490592957, 0.04861551523208618, -0.03825070708990097, -0.02036386914551258, 0.028838852420449257, -0.04168214276432991, 0.046621616929769516, -0.1080898568034172, -0.025074683129787445, 0.006049165036529303, 0.007792669348418713, 0.02253400720655918, -0.03005225583910942, 0.01791756972670555, 0.07471159100532532, -0.029552888125181198, -0.0005323576042428613, 0.001019657589495182, -0.0026402422226965427, 0.027512477710843086, 0.01644510217010975, 0.0419643260538578, 0.009823285974562168, 0.011230329051613808, -0.0046016923151910305, -0.019969413056969643, 0.015226978808641434, -0.046313636004924774, -0.25509926676750183, 0.042072493582963943, 0.01676289178431034, -0.04083703085780144, 0.024822644889354706, -0.016934728249907494, 0.005764923524111509, -0.05073444917798042, -0.022910019382834435, -0.009738383814692497, -0.04088412597775459, -0.04843221604824066, 0.0029856886249035597, 0.03967882692813873, -0.019298750907182693, 0.008017299696803093, 0.003723429748788476, -0.03861413523554802, 0.015033422037959099, 0.030090801417827606, -0.018219981342554092, -0.044040992856025696, 0.04168466106057167, 0.03862343356013298, 0.031221745535731316, 0.05066823214292526, -0.08475728332996368, 0.05850215628743172, -0.027313658967614174, -0.023852229118347168, -0.00011059875396313146, 0.0017761675408110023, -0.014425011351704597, -0.022960027679800987, -0.016950149089097977, 0.009274504147469997, 0.04344319552183151, -0.0008452929323539138, -0.012832756154239178, -0.018869949504733086, -0.01134730689227581, -0.02878173440694809, -0.014540405943989754, 0.00034734318614937365, 0.07473655045032501, -0.005029270891100168, -0.091672882437706, -0.014923379756510258, -0.029417240992188454, 0.07622132450342178, -0.0323338508605957, -0.03542942553758621, -0.005756780505180359, 0.030356135219335556, -0.011441688053309917, -0.012393885292112827, 0.0023396427277475595, -0.002638788428157568, -0.041649557650089264, -0.02171802707016468, -0.021391894668340683, -0.03885539621114731, -0.026643117889761925, -0.040952641516923904, 0.007584451697766781, -0.06374741345643997, -0.05250915512442589, -0.019107656553387642, 0.07569078356027603, 0.0013778370339423418, -0.0308954119682312, -0.000056091339502017945, -0.012672505341470242, -0.11031308025121689, -0.004366348963230848, -0.03139849752187729, -0.06806588172912598, -0.03243941441178322, -0.025728339329361916, 0.052831895649433136, -0.045536261051893234, -0.06104053556919098, 0.0454566590487957, 0.00586005300283432, 0.002443297067657113, -0.00829106941819191, 0.031478848308324814, 0.0031645046547055244, -0.03782722353935242, 0.014165095053613186, 0.04816396161913872, -0.03001723438501358, -0.03980731591582298, -0.04403723031282425, 0.018196871504187584, 0.007045097183436155, 0.0231320858001709, 0.010792099870741367, 0.01606713980436325, 0.03641926869750023, 0.022710738703608513, -0.05332386493682861, 0.03548438474535942, -0.02538355067372322, -0.010956910438835621, 0.013672061264514923, -0.05211448669433594, 0.030083706602454185, 0.036016177386045456, 0.04408107325434685, -0.02342141419649124, -0.05096345767378807, 0.004590545780956745, -0.027547640725970268, -0.029465623199939728, 0.014336067251861095, 0.007286038715392351, 0.029745005071163177, 0.01606067828834057, 0.01065030787140131, -0.07300502806901932, 0.008727705106139183, -0.0026497540529817343, -0.011203093454241753, -0.034845516085624695, -0.026756785809993744, 0.007964318618178368, 0.00025703065330162644, 0.03828448802232742, 0.01488733384758234, -0.01932445354759693, 0.03276165947318077, 0.007415957283228636, -0.036167316138744354, 0.022273823618888855, -0.030216440558433533, -0.03645947203040123, -0.012557955458760262, 0.022127611562609673, 0.004761252552270889, -0.05008557066321373, 0.023555582389235497, 0.0006362737622112036, 0.029135577380657196, 0.05497594550251961, 0.015207863412797451, 0.01175403967499733, 0.021053766831755638, 0.016908729448914528, -0.009213797748088837, 0.015530819073319435, -0.04424386844038963, 0.044301796704530716, -0.05269332975149155, -0.014787346124649048, -0.0344836600124836, 0.02464195154607296, -0.014150048606097698, -0.0001984377740882337, -0.02381560578942299, 0.008033167570829391, -0.06479206681251526, -0.005677781533449888, -0.0020365859381854534, -0.013278719037771225, 0.06083713844418526, 0.011163120158016682, 0.017712220549583435, -0.031027445569634438, 0.015210147947072983, 0.02928825281560421, 0.014136066660284996, -0.048286620527505875, 0.002159867901355028, 0.012770295143127441, 0.0016868582461029291, 0.007975172251462936, 0.015676571056246758, 0.02935049496591091, 0.04244682192802429, -0.0075064958073198795, -0.006791590712964535, 0.02292514219880104, 0.004610917530953884, 0.03492844104766846, -0.024343254044651985, -0.013342299498617649, 0.017386261373758316, -0.00597353046759963, -0.023712879046797752, 0.0007022505160421133, 0.004850079771131277, 0.006736018694937229, 0.00015929059009067714, -0.022707467898726463, -0.08311758935451508, 0.04469292610883713, 0.0364796482026577, 0.039195045828819275, -0.019097382202744484, -0.027304384857416153, 0.0002827943244483322, -0.04339466989040375, 0.0699177235364914, 0.07916026562452316, -0.05499548465013504, 0.029823942109942436, -0.015096769668161869, 0.026051321998238564, -0.0009716918575577438, -0.005130405072122812, -0.07820627093315125, -0.034364212304353714, -0.020346831530332565, 0.006138938944786787, -0.04185326769948006, -0.04477778822183609, -0.017123674973845482, 0.01394207775592804, -0.015440613962709904, -0.011613917537033558, 0.00699682766571641, 0.026806117966771126, -0.015003190375864506, -0.0260795708745718, -0.01626810058951378, -0.03001088835299015, 0.02064017951488495, 0.024342024698853493, -0.01585860177874565, 0.03779381886124611, -0.02563299983739853, 0.02233579009771347, 0.021692955866456032, 0.009709104895591736, -0.033505238592624664, -0.02049713209271431, -0.021947719156742096, 0.023595333099365234, 0.043342821300029755, -0.014909344725310802, 0.012773153372108936, -0.039919108152389526, -0.0029043995309621096, -0.015865551307797432, 0.0002932810166385025, -0.0117748212069273, -0.022963587194681168, 0.010645450092852116, 0.042076922953128815, -0.00003083066258113831, 0.02891610562801361, -0.03135787695646286, -0.021387606859207153, 0.05515659600496292, -0.06980422884225845, -0.044525470584630966, 0.0007533433381468058, -0.06161283701658249, 0.024467915296554565, 0.0004504564276430756, 0.02746201865375042, -0.058728307485580444, 0.05885571241378784, 0.04528278112411499, 0.0023186278995126486, 0.022688431665301323, -0.02406388148665428, 0.022382240742444992, -0.05170607939362526, -0.017862990498542786, -0.11540589481592178, -0.00589586840942502, 0.042875535786151886, 0.021497400477528572, -0.04604087024927139, 0.0007303965976461768, -0.027728237211704254, 0.023421872407197952, -0.06499697268009186, -0.03667435795068741, 0.04392155259847641, 0.014882724732160568, 0.005410249810665846, 0.01793169602751732, -0.07156244665384293, 0.012963094748556614, 0.004220680333673954, -0.039695657789707184, -0.009627651423215866, -0.03612874075770378, 0.06235972419381142, -0.004224124364554882, 0.0001338831352768466, -0.03481444716453552, -0.009892848320305347, 0.07282017916440964, 0.017378246411681175, 0.013540278188884258, 0.031706128269433975, 0.0012256188783794641, 0.03806707635521889, 0.047009360045194626, 0.02104087732732296, -0.005311203189194202, 0.014349696226418018, -0.015654318034648895, -0.05037432536482811, 0.01511350367218256, 0.0215230043977499, -0.02257361449301243, -0.039395906031131744, 0.058239422738552094, 0.03518129512667656, -0.03055226430296898, -0.021755628287792206, 0.023342568427324295, -0.06148308515548706, -0.005236745346337557, -0.013516763225197792, 0.005444500129669905, -0.04258120059967041, 0.05229571834206581, -0.010609442368149757, 0.005567601881921291, 0.09085794538259506, -0.007753763347864151, -0.008272967301309109, -0.0009092699037864804, 0.06669044494628906, 0.038831405341625214, 0.02953621931374073, 0.028799789026379585, 0.050293125212192535, -0.045424941927194595, -0.04196183383464813, 0.01738964579999447, 0.009092487394809723, -0.008582708425819874, -0.027409730479121208, 0.01596410572528839, 0.05316217616200447, -0.006653877906501293, 0.06839297711849213, -0.027632087469100952, -0.0024781874381005764, -0.02074352651834488, 0.008802092634141445, 0.0318533331155777, 0.07019468396902084, 0.008131172508001328, 0.03432883694767952, -0.012841147370636463, -0.025425881147384644, 0.020182963460683823, -0.03177857771515846, -0.02381073869764805, 0.005655413493514061, 0.014448638074100018, 0.020925477147102356, 0.01199420914053917, 0.03712489828467369, 0.07102707028388977, -0.019788699224591255, -0.018391773104667664, 0.014256967231631279, 0.04795381799340248, 0.018379749730229378, 0.008579877205193043, -0.026659643277525902, 0.020623482763767242, -0.014728055335581303, -0.009167495183646679, -0.035914063453674316, -0.013712224550545216, 0.002806890057399869, 0.06766986101865768, -0.014795830473303795, -0.004936522804200649, -0.005418372806161642, 0.006923907436430454, -0.01319598127156496, -0.049717117100954056, -0.05606018006801605, -0.041909005492925644, -0.04502589628100395, 0.004117927514016628, 0.022392036393284798, -0.01946186274290085, -0.03568552806973457, -0.02472754381597042, -0.01487951260060072, -0.011172309517860413, 0.0438409149646759, -0.07014136761426926, -0.03491399437189102, 0.033416587859392166, 0.018513232469558716, 0.029816091060638428, 0.014539665542542934, 0.07590293884277344, 0.03223998472094536, 0.0033778592478483915, -0.03260407969355583, 0.024531841278076172, 0.0204111747443676, -0.02054073102772236, 0.0206582210958004, -0.06278214603662491, 0.027846472337841988, 0.0062333326786756516, 0.02720036916434765, -0.0723496824502945, 0.014559336937963963, 0.002732323482632637, -0.027677683159708977, 0.06549907475709915, -0.009227114729583263, -0.002731786109507084, -0.03464014083147049, 0.008356716483831406, 0.0015019862912595272, 0.01963372342288494, 0.04571358859539032, -0.03742145746946335, 0.06715156883001328, 0.040942706167697906, -0.02771221101284027, -0.022993125021457672, -0.0064177061431109905, -0.03646409511566162, 0.00853328499943018, -0.03717362508177757, -0.03681816905736923, -0.06260936707258224, -0.10007760673761368, -0.011700940318405628, 0.0029411588329821825, -0.026913054287433624, -0.03372952342033386, 0.025576474145054817, -0.0008083202410489321, -0.050996214151382446, 0.012969630770385265, -0.07236616313457489, 0.0010473048314452171, 0.0001185302171506919, -0.013911709189414978, -0.003252690890803933, 0.003968224860727787, 0.013348049484193325, -0.00950379204005003, 0.02480498142540455, -0.048136282712221146, 0.010100379586219788, -0.023333042860031128, 0.021596377715468407, 0.0581539124250412, 0.008586762472987175, 0.002540678484365344 ]
[ -0.09405810385942459, -0.01710079237818718, -0.02598600462079048, -0.025721896439790726, 0.03233452886343002, -0.03014475665986538, -0.026642601937055588, 0.018952570855617523, 0.011760308407247066, -0.031014468520879745, 0.01590397022664547, -0.022742196917533875, -0.011717245914041996, -0.008893146179616451, 0.10402467101812363, -0.0040252129547297955, -0.029759788885712624, -0.01825670897960663, -0.007110473699867725, 0.033165086060762405, 0.048789624124765396, -0.01803678832948208, -0.028299709782004356, -0.05460217595100403, -0.02778724767267704, 0.04539826512336731, 0.04922158643603325, -0.0253756120800972, 0.003811505390331149, -0.19399549067020416, 0.02269686572253704, 0.00239925435744226, 0.028973916545510292, -0.016653843224048615, 0.021377475932240486, 0.05441933870315552, 0.006700357422232628, 0.014172777533531189, -0.021894503384828568, 0.03975413367152214, 0.020652521401643753, -0.0005814178730361164, -0.042332399636507034, -0.03814736008644104, 0.01254292856901884, -0.026140429079532623, 0.00023884641996119171, -0.024467742070555687, -0.0291593037545681, 0.00238121603615582, -0.07738258689641953, -0.01774897612631321, 0.029224667698144913, -0.014264964498579502, 0.002139302436262369, 0.0012985423672944307, 0.042772326618433, 0.07844116538763046, 0.027419384568929672, 0.024939371272921562, 0.008686527609825134, -0.025687720626592636, -0.11574357748031616, 0.0823071077466011, 0.03820414841175079, 0.04068480432033539, -0.0417841412127018, -0.019992917776107788, -0.02207745797932148, 0.10180960595607758, 0.004681243561208248, -0.006998535245656967, -0.031048176810145378, 0.05612393468618393, 0.01619628816843033, 0.039021268486976624, -0.0006668210262432694, -0.01521154586225748, 0.039631232619285583, -0.055885009467601776, -0.06392288953065872, -0.048274654895067215, -0.03730830177664757, 0.001363313989713788, -0.030499402433633804, 0.038053061813116074, 0.009284913539886475, 0.07349523901939392, 0.041583020240068436, 0.021731579676270485, -0.0025025794748216867, -0.017539463937282562, 0.03472834452986717, 0.0015837291721254587, -0.09046877175569534, -0.0075708855874836445, -0.020236995071172714, 0.015576737932860851, -0.03445133939385414, 0.46072641015052795, -0.015798620879650116, -0.025992227718234062, 0.08025604486465454, -0.0043863337486982346, 0.0231158584356308, 0.018876168876886368, 0.005270871799439192, -0.04301922395825386, 0.03993074968457222, -0.01665174774825573, -0.015097364783287048, 0.015201481059193611, 0.04864766076207161, -0.06342912465333939, -0.00107961508911103, -0.012476956471800804, 0.0331631600856781, -0.0032441518269479275, -0.007361976429820061, 0.009260011836886406, 0.018246827647089958, 0.0013340974692255259, 0.03802913427352905, 0.000770808313973248, 0.04457440599799156, -0.034909460693597794, 0.04185999184846878, 0.057015322148799896, 0.024095486849546432, 0.02481651119887829, 0.05796361342072487, -0.038164954632520676, -0.012639980763196945, 0.002190030412748456, 0.011100142262876034, 0.02163362316787243, 0.015665708109736443, -0.0392497293651104, -0.03990456089377403, 0.045902758836746216, -0.035617515444755554, 0.005582133773714304, 0.02767331711947918, -0.03177677467465401, -0.04097691550850868, 0.09509841352701187, 0.045265913009643555, -0.028819410130381584, -0.02282857522368431, -0.04379706829786301, -0.011715598404407501, 0.05008041113615036, 0.02958661876618862, -0.05533811077475548, 0.014816109091043472, 0.010980330407619476, 0.032113153487443924, -0.013232852332293987, -0.042399145662784576, -0.03443952277302742, -0.020228929817676544, -0.031247053295373917, -0.04725557938218117, 0.054383497685194016, 0.029844719916582108, -0.11533289402723312, -0.016865866258740425, 0.018762804567813873, 0.027577994391322136, -0.03439415991306305, 0.01712084375321865, -0.0015479446155950427, -0.04433886706829071, -0.02930735982954502, 0.041516780853271484, -0.04177074134349823, -0.02778906375169754, 0.027950646355748177, 0.04859628528356552, -0.00409098993986845, -0.0021703967358917, -0.02059396728873253, -0.03925139456987381, 0.0190754234790802, -0.06084977090358734, -0.0875149667263031, -0.05654234439134598, 0.028375869616866112, -0.05066968500614166, -0.03756651282310486, -0.0343068428337574, 0.012406977824866772, -0.062352921813726425, 0.05923561751842499, -0.01468889694660902, -0.023701118305325508, 0.034129928797483444, -0.00040356357931159437, -0.015255548059940338, -0.03708795830607414, 0.044011153280735016, 0.053110163658857346, -0.012830658815801144, 0.008880854584276676, -0.062472425401210785, 0.028676794841885567, 0.05998435989022255, -0.02446209266781807, 0.0734408050775528, 0.04808938503265381, -0.051644157618284225, -0.004445009399205446, 0.027170870453119278, 0.02640007808804512, -0.017375493422150612, 0.013086971826851368, -0.009537489153444767, 0.01904032938182354, 0.04427807033061981, 0.03074248880147934, -0.03393002972006798, -0.020727533847093582, -0.014994858764111996, -0.33098071813583374, -0.06332633644342422, 0.01286922488361597, -0.050248365849256516, 0.011566813103854656, -0.051152344793081284, 0.00986357219517231, -0.02997802384197712, 0.01837051473557949, 0.01755422167479992, 0.08702883869409561, -0.01436789333820343, 0.005440181586891413, -0.05499189719557762, -0.021617012098431587, 0.016396204009652138, -0.014312460087239742, -0.03842611983418465, -0.02523236721754074, 0.03213294595479965, -0.010784510523080826, -0.022607628256082535, 0.010683363303542137, -0.05653996765613556, -0.022679174318909645, -0.025043103843927383, 0.09295663982629776, 0.020689425989985466, 0.1089213415980339, -0.055144622921943665, 0.06735732406377792, -0.006866611074656248, 0.02519889920949936, -0.08282946050167084, -0.010996565222740173, 0.002818706212565303, 0.015387561172246933, -0.004638886544853449, 0.012464123778045177, -0.01081952266395092, -0.040535423904657364, -0.005058853887021542, -0.06765896081924438, -0.0586426705121994, -0.033467136323451996, 0.007422205992043018, -0.009525763802230358, -0.0624244250357151, -0.034435953944921494, 0.03681768476963043, 0.021686526015400887, -0.020657312124967575, 0.00016970069555100054, 0.019077811390161514, 0.009479299187660217, -0.0023737135343253613, -0.030908837914466858, -0.009316645562648773, 0.02774118259549141, -0.01461209449917078, 0.05172237381339073, 0.03774701803922653, 0.015622870996594429, -0.03697757050395012, 0.012289149686694145, 0.008438984863460064, 0.01065671443939209, -0.009290220215916634, 0.03342195600271225, -0.039877183735370636, -0.0535842701792717, 0.09907443821430206, 0.027251573279500008, 0.018128400668501854, 0.009802869521081448, 0.004675028845667839, -0.0042605772614479065, 0.014418440870940685, -0.0007311259396374226, 0.024387896060943604, 0.037454042583703995, -0.017802463844418526, 0.024936579167842865, -0.060121726244688034, -0.013059497810900211, 0.05873264744877815, -0.017396915704011917, -0.06108966842293739, 0.07019984722137451, 0.004980710335075855, -0.021429535001516342, -0.0006427476182579994, -0.01344233937561512, -0.0618765763938427, 0.06909319013357162, 0.00347039382904768, -0.26594677567481995, 0.014902971684932709, 0.05857941135764122, 0.05661722645163536, -0.02880067378282547, 0.018146079033613205, 0.03226258605718613, -0.04886334389448166, -0.003930248785763979, 0.02120630443096161, 0.019962560385465622, 0.04611516743898392, -0.0013069205451756716, -0.009919866919517517, 0.0581158809363842, -0.005711512174457312, 0.04837062582373619, -0.001073247054591775, 0.009693575091660023, -0.002688931068405509, -0.00679624592885375, -0.02895672246813774, 0.1865178495645523, 0.010993022471666336, 0.025491410866379738, 0.03001767210662365, -0.011273136362433434, 0.03349313139915466, 0.08286099135875702, -0.0005999015993438661, -0.007745447102934122, 0.02277415059506893, 0.059990156441926956, -0.011996163055300713, 0.03767523169517517, -0.08067791908979416, -0.01900836080312729, 0.037922102957963943, 0.01574012264609337, -0.008816116489470005, -0.003249184228479862, 0.0153942396864295, -0.004895652178674936, 0.04566904529929161, 0.01675582118332386, -0.008323444984853268, -0.006613922771066427, -0.001976211089640856, -0.041266508400440216, 0.017602669075131416, -0.043600309640169144, -0.049269743263721466, -0.0022159654181450605, 0.00739336246624589, -0.0006351711926981807, 0.060396093875169754, 0.017465751618146896, -0.014025270938873291, -0.036764957010746, 0.01802300475537777, -0.025963250547647476, -0.03559724986553192, 0.10903960466384888, 0.014730043709278107, 0.004133663140237331 ]
[ -0.00037969922414049506, -0.005048173014074564, -0.015311326831579208, -0.022720780223608017, -0.0006115497089922428, 0.012470521964132786, 0.01392694003880024, 0.019765721634030342, -0.020366160199046135, 0.002241589827463031, -0.0069174799136817455, -0.008459428325295448, 0.011890217661857605, -0.05092041939496994, 0.0006596127641387284, -0.0005598344723694026, -0.019895480945706367, -0.020140137523412704, 0.04165124148130417, -0.03561682999134064, 0.017569130286574364, 0.011908892542123795, 0.039428312331438065, -0.0418725349009037, -0.03572744131088257, 0.0658145323395729, 0.004514873959124088, -0.01207003928720951, 0.04978261888027191, -0.14005450904369354, -0.03077533282339573, -0.032721761614084244, -0.00854270625859499, -0.0110893240198493, -0.043746791779994965, 0.005525084212422371, -0.02501911111176014, 0.018295682966709137, 0.004057140089571476, 0.003190710674971342, -0.013039099052548409, 0.017260290682315826, -0.002342203166335821, -0.017566531896591187, -0.04197213053703308, -0.022186661139130592, -0.025407277047634125, -0.04755394160747528, -0.0016762217273935676, -0.009296306408941746, -0.004231202881783247, 0.0004967615241184831, 0.015204688534140587, -0.0273330919444561, 0.037229493260383606, -0.0028310518246144056, -0.031101688742637634, -0.018110457807779312, 0.021866068243980408, 0.013282359577715397, -0.002612781012430787, 0.019253406673669815, -0.04117429628968239, -0.030329188331961632, 0.01050939317792654, 0.0006404597079381347, -0.01469997689127922, -0.0019884612411260605, 0.0003092189726885408, 0.001461121952161193, -0.030371755361557007, -0.005508516915142536, -0.009347887709736824, 0.01929159089922905, -0.0596892423927784, 0.012299918569624424, 0.01194614078849554, 0.01519212406128645, 0.03753666579723358, -0.012882577255368233, -0.019566833972930908, -0.011479778215289116, 0.01399602647870779, 0.035632047802209854, 0.012129951268434525, 0.049727555364370346, 0.013374323956668377, 0.040291111916303635, 0.03704660013318062, 0.001948933582752943, -0.034256428480148315, 0.01603437028825283, 0.010469594039022923, 0.037249986082315445, -0.076959528028965, -0.003107446013018489, -0.03719048947095871, -0.005888014566153288, -0.028158510103821754, 0.8300572633743286, 0.01385538186877966, 0.05476486310362816, 0.01863592118024826, 0.02213076315820217, -0.03404839709401131, -0.02203049510717392, -0.014135472476482391, 0.0032541078981012106, 0.06470265984535217, -0.007577098906040192, -0.016621051356196404, 0.01642787642776966, 0.03919271379709244, 0.004735342692583799, -0.020366614684462547, -0.028185218572616577, 0.044630639255046844, -0.015073245391249657, 0.030839869752526283, 0.030823510140180588, 0.05558452755212784, -0.03567720949649811, -0.0047829644754529, 0.03274189308285713, 0.02545708417892456, -0.1947280913591385, 0.017814716324210167, -8.411409253730209e-33, 0.043919000774621964, -0.007452182937413454, -0.007505151908844709, -0.02394229732453823, 0.036069728434085846, 0.00857438612729311, 0.05179253965616226, 0.039449967443943024, 0.004414132330566645, -0.029345734044909477, 0.02036265656352043, -0.03137991949915886, -0.000845382281113416, -0.026970500126481056, 0.023485897108912468, 0.01777483895421028, 0.009627515450119972, 0.01671598106622696, 0.020632904022932053, -0.019004788249731064, -0.02711023949086666, 0.0394693985581398, 0.032996565103530884, -0.00036629982059821486, 0.0226252693682909, -0.0000650069341645576, -0.015866708010435104, 0.03173895552754402, -0.015139548107981682, -0.051389291882514954, 0.0168837271630764, 0.011992022395133972, -0.033233191817998886, 0.0025108642876148224, 0.025014765560626984, -0.03697366267442703, 0.011865640059113503, 0.007356811780482531, -0.01310805045068264, -0.001470336806960404, -0.07411592453718185, 0.019856464117765427, -0.01806439459323883, -0.005621360614895821, -0.0195429939776659, -0.059403195977211, 0.00579503970220685, 0.036921679973602295, 0.016148556023836136, 0.006386096123605967, -0.008183489553630352, 0.02625017613172531, 0.029237791895866394, -0.03161199390888214, 0.009701193310320377, -0.015057502314448357, -0.021098194643855095, 0.028481854125857353, 0.000613163283560425, 0.02977144531905651, -0.003756946651265025, -0.01407858356833458, -0.02168194204568863, 0.036214448511600494, -0.02590044029057026, 0.006793494336307049, 0.013077432289719582, 0.012655760161578655, 0.035773828625679016, 0.0035802111960947514, -0.03434121236205101, -0.020403511822223663, -0.0011194056132808328, -0.02718191221356392, -0.003848376451060176, -0.002893199911341071, -0.027865953743457794, -0.0024512012023478746, 0.02012746036052704, 0.03823504224419594, 0.022648438811302185, -0.04269332438707352, 0.03436616435647011, -0.0027673353906720877, 0.029748130589723587, -0.009390370920300484, -0.009616767056286335, -0.0030393782071769238, -0.01827816292643547, 0.029666554182767868, 0.046604860574007034, 0.009568723849952221, -0.006120288744568825, -0.0008761060307733715, -0.020998133346438408, 8.100246348175949e-33, -0.028085900470614433, 0.036142244935035706, -0.037183210253715515, -0.007165907416492701, -0.02218947932124138, -0.007037030998617411, 0.017080001533031464, 0.007203229703009129, -0.04524659365415573, 0.023565633222460747, 0.008561283349990845, 0.02961387112736702, -0.02132047340273857, -0.015927257016301155, 0.056365471333265305, -0.007892919704318047, 0.000648460874799639, 0.003710772143676877, 0.024535953998565674, -0.016005968675017357, 0.032240092754364014, 0.009679514914751053, -0.040234435349702835, 0.010294842533767223, 0.03822990506887436, 0.04120556265115738, -0.015388472937047482, 0.026580752804875374, 0.019488492980599403, -0.011964117176830769, 0.009317899122834206, 0.011484813876450062, 0.009174465201795101, -0.020610691979527473, -0.022036613896489143, 0.04181085526943207, 0.006036774720996618, 0.020096266642212868, 0.026488149538636208, 0.001237250748090446, 0.023438580334186554, -0.0074021415784955025, 0.0154426209628582, 0.0158238522708416, -0.009726269170641899, -0.015341413207352161, -0.014177177101373672, 0.0013046774547547102, -0.012329870834946632, 0.01410521287471056, -0.010277952998876572, -0.004013905301690102, 0.02661050297319889, -0.01324046216905117, 0.004011476878076792, -0.02568952366709709, -0.0296404380351305, 0.007106913719326258, -0.05928463488817215, 0.024679915979504585, 0.002024200512096286, -0.022885236889123917, -0.033086612820625305, 0.038039423525333405, -0.032740067690610886, 0.0006887742783874273, -0.052839767187833786, 0.004785086959600449, -0.010664493776857853, 0.0019028004026040435, -0.039748698472976685, -0.012990499846637249, -0.0014840890653431416, 0.019591737538576126, -0.0005165038164705038, -0.037418946623802185, 0.02239993028342724, 0.01785726100206375, -0.0318145714700222, 0.03883279114961624, 0.034648094326257706, 0.040862660855054855, 0.019871408119797707, -0.05561785027384758, 0.026652732864022255, 0.043153371661901474, -0.03878682106733322, 0.023783039301633835, -0.0021957564167678356, -0.012752128764986992, -0.005151346325874329, -0.002998150885105133, -0.02670467272400856, 0.01391513179987669, -0.03646302595734596, -1.3276134858131172e-8, -0.0024867719039320946, -0.003936234395951033, -0.017835484817624092, -0.013115067034959793, 0.03883470594882965, 0.04216243699193001, -0.036637481302022934, -0.011729449965059757, -0.020617220550775528, 0.01690693572163582, 0.05112215504050255, 0.014735794626176357, 0.01643351837992668, 0.05335300788283348, 0.005986745003610849, -0.03060261346399784, -0.00764668732881546, -0.022732628509402275, 0.021360978484153748, -0.015993019565939903, -0.009435729123651981, 0.045311082154512405, 0.016513891518115997, -0.008254500105977058, 0.014539754949510098, -0.027693359181284904, -0.00626656599342823, -0.04340210556983948, -0.021848583593964577, 0.04584954306483269, -0.03887065127491951, -0.017368732020258904, -0.03405200317502022, -0.012552125379443169, -0.024814423173666, -0.019336223602294922, 0.007237202487885952, -0.024262160062789917, -0.006498343776911497, -0.0035008497070521116, 0.010198276489973068, 0.02284066751599312, -0.009824899025261402, 0.00013131073501426727, 0.00561568234115839, -0.020099446177482605, -0.022165725007653236, -0.014919334091246128, 0.07601916790008545, -0.0655021145939827, 0.011546384543180466, 0.017834600061178207, -0.004617717117071152, -0.009386692196130753, 0.03711467981338501, 0.0028059002943336964, -0.012900534085929394, -0.028370250016450882, 0.003700444009155035, 0.026062767952680588, 0.025212030857801437, -0.006792456842958927, -0.009640038013458252, -0.01789940521121025 ]
macros-in-nant
https://markhneedham.com/blog/2008/08/14/macros-in-nant
false
2008-08-25 21:29:03
NCover Nant Team City Integration
[ "team-city", "nant", "ncover", "tutorial" ]
[ "Build" ]
I've been spending quite a bit of time setting up http://www.ncover.com/[NCover] and then integrating it into http://www.jetbrains.com/teamcity/[Team City]. I've read some posts which cover parts of this process but nothing which covers the end to end process so hopefully my experience can help to fill that void. == Step 1 Download NCover 1.5.8, NCover Explorer 1.4.0.7, NCover Explorer Extras 1.4.0.5 from http://www.kiwidude.com/dotnet/DownloadPage.html[Kiwidude's website] and the http://www.ncover.com/download/discontinued[NCover website] . == Step 2 Put the following into your Nant build file: [source,text] ---- <loadtasks assembly="..\lib\NCoverExplorer.Extras\NCoverExplorer.NAntTasks.dll"/> <exec program="regsvr32" workingdir="..\lib\NCover-1.5.8" commandline="/s coverlib.dll"/> ---- I put this right at the top of the build but I expect it doesn't matter where it goes as long as it's called at some stage before NCover and NCover Explorer are called. [source,text] ---- <macrodef name="cover.tests"> <attributes> <attribute name="in.assemblies" /> </attributes> <sequential> <ncover program="..\lib\NCover-1.5.8\NCover.Console.exe" commandLineExe="..\lib\nunit-2.4\nunit-console.exe" commandLineArgs="${build.dir}\UnitTests\UnitTests.dll" coverageFile="${report.dir}\Unit.Test.Coverage.xml" assemblyList="${in.assemblies}" /> <ncoverexplorer program="..\lib\NCoverExplorer\NCoverExplorer.Console.exe" projectName="Project" reportType="ModuleClassSummary" outputDir="${report.dir}" xmlReportName="TestCoverage.xml" htmlReportName="TestCoverage.html" showExcluded="True" satisfactoryCoverage="80" > <fileset> <include name="${report.dir}\Unit.Test.Coverage.xml" /> </fileset> <exclusions> <exclusion type="Assembly" pattern="*.Tests" /> <exclusion type="Namespace" pattern="*.Tests*" /> </exclusions> </ncoverexplorer> </sequential> </macrodef> ---- This http://peelmeagrape.net/projects/nant_macrodef[macro] can then be called as follows: [source,text] ---- <target name="cover.unit.tests" <cover.tests in.assemblies="Project1;Project1" /> </target> ---- N.B. The projects passed in as the 'in.assemblies' argument should be semi colon separated. == Step 3 The next step is to setup the artifacts for your project. From the Team City admin panel navigate to the project configuration settings and select artifacts. Add the following to the 'Artifact paths': [source,text] ---- TestCoverage.html ---- It should now show up as a viewable artifact from the project listing page. == Step 4 To get the coverage report to show up on a tab on the build summary page we need to edit the *main-config.xml* file The location of this file can be found by browsing to 'Administration > Server Configuration' from the Team City admin panel Add the following line after the other 'report-tab' entries in this file: [source,text] ---- <report-tab title="Code Coverage Summary" basePath="" startPage="TestCoverage.html" /> ---- == Potential Problems I encountered some problems in getting this up and running. They were as follows: ____ NCover: Profiled process terminated. Profiler connection not established ____ After some Googling I found http://weblogs.asp.net/rchartier/archive/2006/01/30/436897.aspx[this post] which explains how to solve the problem. To summarise this problem occurs when trying to run NCover without Administrative privileges. The coverlib.dll shipped with NCover needs to be registered. This can be done two ways: 1) Put the following code into your build file right at the top [source,text] ---- <exec program="regsvr32" workingdir="\path\to\ncover" commandline="/s coverlib.dll"/> ---- 2) Run the same command from the command line [source,text] ---- C:\path\to\NCover-1.5.8>regsvr32 CoverLib.dll ---- ____ NCover - Requested value '/r' was not found ____ This error occurred when I was using version 1.0.1 of NCover and to cut a long story short, you need to http://www.ncover.com/download/discontinued[upgrade] to get rid of the problem. More details are on http://www.markhneedham.com/blog/2008/08/19/ncover-requested-value-r-was-not-found/[this post]. The information here has been accumulated from my experiences, http://weblogs.asp.net/lkempe/archive/2008/03/30/integration-of-ncover-into-team-city-for-tech-head-brothers.aspx[this post] on NCover integration and the http://www.jetbrains.net/confluence/display/TCD3/TeamCity+Data+Directory[official documentation].
null
null
[ -0.010885309427976608, -0.02839827910065651, 0.014711939729750156, 0.015753375366330147, 0.09087277948856354, -0.025822347030043602, 0.014910520054399967, 0.05343826487660408, 0.05065194517374039, -0.02969963662326336, -0.035793039947748184, 0.011510750278830528, -0.059145182371139526, 0.012892543338239193, -0.013693523593246937, 0.07392757385969162, 0.06597047299146652, 0.009335296228528023, 0.03106427565217018, -0.00033575500128790736, 0.03994655981659889, 0.04196285456418991, -0.019231226295232773, 0.0348704569041729, 0.00010031443525804207, 0.020991448312997818, 0.030313624069094658, -0.01399326417595148, -0.06134875491261482, -0.007276148069649935, 0.027207938954234123, -0.02429427206516266, 0.004554410930722952, -0.027232326567173004, 0.014544245786964893, -0.029760776087641716, -0.02321375161409378, 0.00924892071634531, -0.000569162133615464, -0.011074081994593143, -0.09142288565635681, 0.005958427209407091, -0.030757339671254158, -0.012540770694613457, -0.05806465819478035, 0.005197215359658003, 0.003910639323294163, 0.012667259201407433, -0.014613416977226734, -0.02156325988471508, -0.07592602074146271, 0.025056323036551476, -0.04274202883243561, 0.0008496994851157069, 0.04596148431301117, 0.04230378195643425, 0.04418729245662689, -0.07002395391464233, 0.04234401881694794, -0.056337181478738785, -0.0010130534647032619, -0.007610664702951908, -0.0004285962204448879, 0.06335432082414627, 0.03529282659292221, -0.01479667890816927, -0.017212985083460808, 0.05863233655691147, -0.04746130108833313, -0.027697904035449028, -0.051847100257873535, 0.023075569421052933, -0.005711279809474945, -0.0069437772035598755, 0.03115239553153515, -0.013903778046369553, 0.017321564257144928, 0.0406450517475605, 0.012545756064355373, 0.04630571976304054, -0.048063602298498154, -0.0017944908468052745, 0.04760109633207321, 0.017031850293278694, -0.0031986788380891085, -0.016695065423846245, -0.013107876293361187, 0.006483082193881273, -0.03580410033464432, 0.0403059720993042, 0.013741061091423035, -0.04086463153362274, 0.0050987182185053825, 0.02409207634627819, 0.012626181356608868, -0.0020581830758601427, 0.0066324928775429726, 0.022333243861794472, 0.0262601301074028, -0.0035479168873280287, -0.03188973292708397, 0.0062522548250854015, -0.032113779336214066, 0.03845430538058281, -0.08799386024475098, -0.004681962076574564, -0.03205142542719841, -0.030599400401115417, -0.007179060950875282, -0.007256092969328165, -0.024060681462287903, 0.020652610808610916, -0.01092343870550394, -0.016506150364875793, -0.0805150717496872, 0.053642746061086655, 0.008848409168422222, -0.018048005178570747, -0.004752697888761759, 0.0352325402200222, 0.026113947853446007, 0.020541967824101448, -0.03327154740691185, 0.05029168352484703, 0.006013635080307722, 0.05631323531270027, -0.024996094405651093, 0.06494157761335373, -0.024474967271089554, -0.06410981714725494, 0.002963817911222577, 0.03199592977762222, -0.021942362189292908, 0.028536492958664894, 0.013466335833072662, 0.007959181442856789, -0.035235561430454254, -0.0061964658088982105, 0.04947417601943016, 0.023823704570531845, -0.018320878967642784, -0.014354745857417583, 0.014830253086984158, -0.025194671005010605, 0.014209026470780373, 0.0040998999029397964, -0.05199294909834862, -0.03629796952009201, -0.036628421396017075, 0.05902276188135147, 0.03886469081044197, 0.01456295046955347, 0.05862671136856079, -0.035230327397584915, 0.013770443387329578, 0.07937439531087875, 0.048998717218637466, 0.0055460804142057896, -0.022390220314264297, 0.011533733457326889, 0.044848982244729996, 0.06528168171644211, 0.008802269585430622, 0.07136116921901703, -0.022071678191423416, -0.03129752352833748, -0.013879996724426746, 0.017859721556305885, -0.0008548062760382891, -0.01020858809351921, -0.06138280779123306, -0.07733900099992752, 0.06849326193332672, -0.04988263174891472, 0.004515751264989376, 0.008866051211953163, 0.09615740925073624, 0.01572422683238983, 0.03213125839829445, 0.011625937186181545, -0.07205244898796082, 0.03659689053893089, 0.01817922480404377, 0.03757404536008835, 0.002822082256898284, -0.010069146752357483, 0.06843694299459457, 0.028338557109236717, -0.022405004128813744, 0.04221393167972565, -0.05902830883860588, -0.08449745923280716, -0.007112463004887104, -0.03565370291471481, 0.05185714736580849, 0.0008985082968138158, -0.03251027315855026, 0.07732594758272171, 0.015183909796178341, 0.015193957835435867, 0.04129640758037567, -0.006013229954987764, 0.013482838869094849, -0.06483763456344604, -0.07950372248888016, 0.041370462626218796, 0.004321014974266291, -0.00996526051312685, -0.04110865667462349, 0.028094828128814697, 0.0003081119211856276, 0.0138105982914567, 0.019000886008143425, -0.0029737658333033323, 0.049703795462846756, 0.021340740844607353, 0.017098383978009224, -0.03509122133255005, 0.062375836074352264, -0.04917812719941139, 0.029670236632227898, -0.022431684657931328, -0.00699744513258338, -0.016979431733489037, 0.009077603928744793, 0.10859808325767517, 0.04218024015426636, -0.02665814198553562, -0.06347399950027466, 0.04282033070921898, 0.024309029802680016, -0.057403262704610825, -0.007642851676791906, -0.013307647779583931, 0.02198641002178192, -0.001633229898288846, -0.023689009249210358, -0.007018608506768942, 0.010516378097236156, -0.017101068049669266, 0.004924406297504902, 0.06224001944065094, 0.003406702307984233, 0.03088819421827793, 0.03877561539411545, -0.028059981763362885, 0.02403334714472294, -0.03984040021896362, -0.03510671854019165, 0.00828077644109726, 0.036431778222322464, -0.017902569845318794, 0.04278380423784256, -0.03818770870566368, -0.021862762048840523, -0.01881404221057892, -0.027464719489216805, 0.0314592644572258, 0.01792980544269085, 0.05682625249028206, -0.0019301039865240455, 0.025650370866060257, -0.03315303102135658, 0.03667907789349556, -0.0000011345196071488317, -0.04224001616239548, -0.0226578488945961, 0.011828902177512646, 0.007290391251444817, -0.00046612805454060435, -0.015203174203634262, -0.0037318235263228416, 0.037809066474437714, 0.004090914968401194, -0.012283092364668846, -0.02629314363002777, 0.042538855224847794, 0.016031838953495026, -0.03459400683641434, -0.034155089408159256, -0.0032816866878420115, 0.010849387384951115, -0.011389314197003841, -0.00007285294122993946, 0.03717411682009697, -0.0666830912232399, 0.010886226780712605, -0.10060801357030869, -0.06589396297931671, -0.005795393604785204, 0.017582740634679794, -0.005719674285501242, -0.008998038247227669, 0.03646214306354523, 0.05114172399044037, 0.03384178504347801, 0.005018067080527544, 0.04404037073254585, 0.0057291146367788315, 0.0071056499145925045, 0.011771025136113167, 0.03549296408891678, 0.03566499799489975, -0.025042472407221794, 0.010666444897651672, -0.053292348980903625, 0.016048751771450043, -0.05341825261712074, -0.26910221576690674, 0.013645119965076447, -0.014356708154082298, -0.04468708857893944, 0.024426449090242386, -0.04978721961379051, 0.020815430209040642, -0.05664682760834694, -0.02576674148440361, 0.020672164857387543, -0.05378066375851631, -0.06280696392059326, 0.02619030326604843, 0.012287583202123642, -0.03302862122654915, 0.014409101568162441, 0.05751097574830055, -0.033226847648620605, 0.038832031190395355, 0.026505811139941216, 0.01019782479852438, -0.06032232567667961, 0.02391855977475643, 0.041985780000686646, 0.010537766851484776, 0.06623990833759308, -0.07198809087276459, 0.08901869505643845, -0.01541602797806263, -0.011184215545654297, 0.027183644473552704, -0.029515497386455536, 0.01348665077239275, -0.018812032416462898, -0.044591836631298065, -0.013884189538657665, 0.02117856778204441, 0.013444880023598671, -0.005147556774318218, -0.016872847452759743, -0.022412223741412163, -0.05041255056858063, -0.00395227363333106, -0.020036127418279648, 0.0474170558154583, -0.01996179297566414, -0.07115596532821655, -0.037830475717782974, -0.042497746646404266, 0.07530338317155838, -0.03575781732797623, 0.00948534905910492, -0.0018836600938811898, 0.024040590971708298, -0.024852124974131584, -0.040457289665937424, 0.011542950756847858, 0.012883617542684078, -0.05117276683449745, -0.0017836925107985735, -0.03858295828104019, -0.03606889024376869, -0.03739401325583458, -0.059850119054317474, 0.022535445168614388, -0.06159471347928047, -0.029346415773034096, -0.016070710495114326, 0.03737550228834152, 0.0173768550157547, -0.03248065710067749, 0.008649034425616264, -0.018184835091233253, -0.10429956763982773, 0.0037425754126161337, -0.05111150071024895, -0.04401426762342453, -0.05233848839998245, -0.007043219171464443, 0.050374072045087814, -0.03411470726132393, -0.01846618764102459, 0.03383500501513481, 0.010642158798873425, -0.03381495550274849, 0.010729123838245869, 0.01045345701277256, 0.010310214944183826, -0.013600969687104225, -0.0021874757949262857, 0.061893999576568604, 0.0009099715389311314, -0.03613690286874771, -0.03620951622724533, 0.029561838135123253, 0.033679500222206116, 0.005621748976409435, 0.01854007877409458, 0.010040152817964554, 0.0013529328862205148, 0.03743189200758934, -0.059987761080265045, -0.005969467107206583, -0.029167266562581062, 0.013575498014688492, -0.0149342967197299, -0.03923589363694191, -0.0000807510077720508, 0.01792018674314022, 0.0439644455909729, -0.001241148798726499, -0.022269051522016525, 0.01647474244236946, -0.04331819713115692, -0.01263240072876215, 0.00789735745638609, 0.02303493022918701, 0.02001607045531273, 0.004001082386821508, -0.02222275920212269, -0.0434076152741909, 0.003337214235216379, 0.03943051025271416, -0.02723485603928566, -0.06656129658222198, -0.053294211626052856, 0.01392691396176815, 0.0010710154892876744, 0.019080596044659615, 0.018088269978761673, -0.004683154635131359, 0.0482180081307888, 0.017370136454701424, -0.013565883971750736, 0.010969212278723717, -0.03797100856900215, -0.015804581344127655, -0.02740054950118065, 0.03360257297754288, 0.04014991968870163, -0.052278585731983185, 0.04572032019495964, 0.018815064802765846, 0.026641717180609703, 0.03707128390669823, 0.032642967998981476, 0.022590741515159607, 0.004969527013599873, -0.009005493484437466, -0.00517505407333374, 0.02904883213341236, -0.06538000702857971, 0.026667939499020576, -0.036767590790987015, -0.019523611292243004, -0.013584306463599205, 0.053342316299676895, -0.032833874225616455, -0.030833570286631584, -0.06350397318601608, 0.01755570061504841, -0.041999198496341705, -0.017345944419503212, 0.0007486758404411376, -0.010765395127236843, 0.05119132995605469, -0.019027993083000183, 0.028505463153123856, -0.004002544563263655, -0.0015449040802195668, 0.028590532019734383, 0.014257313683629036, -0.03137487545609474, 0.016592305153608322, -0.00731160631403327, 0.03396480157971382, 0.01832815259695053, 0.006795020774006844, 0.02499430999159813, 0.018439551815390587, 0.020724177360534668, 0.009268689900636673, 0.023622088134288788, -0.025632362812757492, 0.03749683499336243, -0.011451234109699726, -0.020265713334083557, 0.005482654087245464, -0.01933506317436695, -0.008944972418248653, -0.03469131514430046, -0.008389291353523731, -0.04572785273194313, 0.02052474208176136, -0.031178070232272148, -0.08500691503286362, 0.04845863953232765, 0.016815021634101868, -0.005494320765137672, 0.0160266924649477, -0.013486912474036217, 0.005917738191783428, -0.03778336942195892, 0.047904323786497116, 0.06311613321304321, -0.02326371893286705, 0.019557161256670952, -0.015636755153536797, 0.030577190220355988, 0.021159693598747253, 0.0004889661213383079, -0.05381959304213524, -0.014154551550745964, -0.030114581808447838, 0.029160944744944572, -0.04837625101208687, -0.04324560984969139, -0.0339091531932354, 0.03652722388505936, -0.009275178425014019, -0.003322762902826071, 0.013062579557299614, 0.01417930144816637, -0.0008197441347874701, -0.012992150150239468, -0.0034636661875993013, 0.012565619312226772, -0.04052604362368584, 0.021304069086909294, -0.0366223119199276, -0.0008378595812246203, -0.044833917170763016, 0.013797452673316002, 0.008396437391638756, -0.0035930972080677748, -0.035136885941028595, -0.04302181303501129, -0.024051932618021965, 0.011498703621327877, 0.05917553976178169, 0.0031938969623297453, -0.012659667991101742, -0.02590544894337654, -0.004022838082164526, -0.003440494416281581, 0.005494427401572466, 0.00961623527109623, -0.013065917417407036, 0.04074389860033989, 0.08084346354007721, -0.006269008386880159, -0.01431342028081417, -0.017311764881014824, -0.02237613871693611, 0.06475122272968292, -0.07989395409822464, -0.04880991950631142, 0.019407199695706367, -0.08024286478757858, 0.03186944127082825, 0.014293324202299118, -0.006206211168318987, -0.06224535033106804, 0.04802641272544861, 0.01387831848114729, -0.0027758979704231024, -0.008795417845249176, -0.00472748139873147, 0.029149867594242096, -0.0562969446182251, 0.013404821045696735, -0.08410652726888657, 0.003430229378864169, 0.04534977301955223, 0.015390035696327686, -0.012449630536139011, 0.03406321257352829, -0.018042901530861855, 0.056022703647613525, -0.05636843666434288, -0.04896698147058487, 0.05135639011859894, 0.0030662836506962776, -0.008477567695081234, 0.010052471421658993, -0.02857026271522045, 0.02877907268702984, 0.032071780413389206, -0.037238918244838715, -0.006388225592672825, -0.04767127335071564, 0.0650528073310852, -0.008824124932289124, -0.001759024802595377, -0.04645286872982979, -0.02051657624542713, 0.07184290140867233, 0.022783780470490456, 0.03915475681424141, 0.0412585511803627, -0.029805541038513184, 0.04728427529335022, 0.015529603697359562, -0.022077808156609535, -0.0243375264108181, 0.013721673749387264, 0.02754685841500759, -0.03214724361896515, 0.0032691992819309235, -0.0026041767559945583, 0.018826166167855263, -0.037835925817489624, 0.06721479445695877, 0.021057605743408203, -0.05104881897568703, -0.03242545574903488, 0.01279413141310215, -0.022832918912172318, -0.026838308200240135, -0.036996062844991684, 0.0076947808265686035, -0.011155656538903713, 0.05687616392970085, 0.013038938865065575, 0.012214825488626957, 0.10078982263803482, -0.00010360207670601085, -0.029060903936624527, 0.010058975778520107, 0.05019422620534897, 0.06640482693910599, 0.007982921786606312, 0.036414943635463715, 0.05556199699640274, -0.013722111470997334, -0.06454810500144958, 0.008629895746707916, -0.010737099684774876, 0.0087529756128788, -0.010000121779739857, -0.007471110671758652, 0.07318475842475891, 0.028228428214788437, 0.059025611728429794, -0.029403405264019966, -0.004384877160191536, -0.010209456086158752, 0.015153663232922554, 0.01348565611988306, 0.011240513995289803, 0.008791484870016575, -0.003272196976467967, 0.018789522349834442, -0.05449385941028595, 0.029353156685829163, -0.0006480638985522091, 0.011571666225790977, 0.015881940722465515, 0.0018982974579557776, -0.006186002399772406, -0.028615649789571762, 0.044526394456624985, 0.07678398489952087, 0.014109091833233833, -0.012990612536668777, 0.012311382219195366, 0.03739844262599945, 0.0023489431478083134, -0.021536847576498985, -0.0018804689170792699, 0.002072128700092435, -0.020095985382795334, -0.021392684429883957, -0.05658498406410217, -0.03433682397007942, -0.00859132967889309, 0.01766912080347538, -0.012888172641396523, 0.025374535471200943, 0.004987482912838459, 0.0037608223501592875, -0.036140527576208115, -0.05663612484931946, -0.07388905435800552, -0.015199655666947365, -0.05710523575544357, 0.0003586300590541214, 0.018368585035204887, 0.009836227633059025, -0.01067184004932642, -0.01691279374063015, -0.020075486972928047, -0.036406852304935455, 0.039012592285871506, -0.024835268035531044, -0.014034492895007133, 0.018442854285240173, -0.005225002765655518, 0.02855224348604679, 0.045766301453113556, 0.06351783126592636, 0.02892172895371914, -0.016295867040753365, -0.06402722001075745, 0.022441932931542397, 0.02858099713921547, 0.006215233355760574, 0.04240267351269722, -0.07689511775970459, 0.00598067045211792, 0.01247442327439785, 0.02444499172270298, -0.07652083039283752, 0.02460247091948986, 0.06389941275119781, -0.030110938474535942, 0.04078266769647598, -0.03031940944492817, -0.021670345216989517, 0.004655108321458101, -0.001868359511718154, -0.01460945513099432, 0.02078947424888611, 0.023729398846626282, -0.012805065140128136, 0.052542876452207565, 0.05404937267303467, 0.0030355469789355993, -0.01954543963074684, -0.017746180295944214, -0.015514747239649296, 0.0283182542771101, -0.05640681833028793, -0.02411641925573349, -0.05276012420654297, -0.0734092965722084, 0.02016313187777996, 0.005742176901549101, 0.0058358111418783665, -0.03132570907473564, 0.007607595529407263, 0.007554033771157265, -0.0628194808959961, 0.011621423065662384, -0.03346831351518631, 0.01432181615382433, -0.010167542845010757, -0.029947619885206223, 0.027023937553167343, 0.026688426733016968, 0.005120612680912018, -0.011879785917699337, 0.018244750797748566, -0.02731489948928356, -0.02527216263115406, -0.025819001719355583, -0.0073180124163627625, 0.07685288786888123, 0.03608764708042145, 0.018915092572569847 ]
[ -0.11064444482326508, 0.008409975096583366, -0.0025180531665682793, -0.03433448076248169, 0.06636440753936768, -0.043896373361349106, -0.010984689928591251, 0.007921995595097542, -0.03166038915514946, -0.0386747345328331, 0.011593681760132313, -0.04513677954673767, 0.016983436420559883, -0.039671771228313446, 0.11032512038946152, -0.006870667450129986, -0.04653187841176987, -0.05293756723403931, 0.016576744616031647, 0.02149284817278385, -0.04425937309861183, -0.03240201994776726, -0.022404853254556656, 0.026597855612635612, 0.021510781720280647, 0.046625733375549316, 0.039554744958877563, -0.03719786927103996, 0.009172329679131508, -0.20722141861915588, 0.004153492860496044, -0.014891466125845909, -0.010028759948909283, -0.012489696964621544, -0.00022976670879870653, 0.059928275644779205, 0.0030845473520457745, -0.00012651369615923613, 0.014403445646166801, 0.025885097682476044, 0.03335456922650337, 0.016126645728945732, -0.07192378491163254, -0.023967770859599113, 0.06853780895471573, 0.004913106560707092, 0.0130147160962224, -0.03840825334191322, 0.018979908898472786, -0.003277829848229885, -0.017093125730752945, -0.014220597222447395, 0.0168711319565773, -0.04910401627421379, -0.012805779464542866, 0.03612031042575836, 0.0411720834672451, 0.05372384190559387, 0.05017729103565216, 0.04852361977100372, 0.007060995325446129, -0.02079916186630726, -0.18411850929260254, 0.0807129517197609, 0.026504918932914734, 0.051193155348300934, -0.009337855502963066, -0.029023464769124985, -0.005366202909499407, 0.08529410511255264, 0.012728823348879814, -0.055273473262786865, -0.04287334531545639, 0.043401531875133514, 0.013077662326395512, 0.009356246329843998, 0.008269418962299824, 0.027194134891033173, 0.03126363828778267, -0.07038619369268417, -0.04868326336145401, -0.03515433520078659, 0.003342790761962533, -0.015598878264427185, -0.017117002978920937, 0.04469183459877968, -0.029937492683529854, 0.0727589875459671, 0.011118097230792046, 0.027951832860708237, 0.02091134525835514, -0.016094904392957687, 0.05426342785358429, 0.005367507692426443, -0.10195573419332504, -0.015743641182780266, -0.0017877377104014158, -0.009351953864097595, -0.04384642094373703, 0.419476181268692, -0.0045343488454818726, -0.03351856395602226, 0.030656278133392334, 0.02727673389017582, 0.0098117645829916, -0.014113112352788448, 0.0058141849003732204, -0.0029066589195281267, 0.027048148214817047, -0.05080894008278847, -0.011051580309867859, 0.01206862274557352, 0.03930424898862839, -0.0879007875919342, 0.022494643926620483, 0.031153636053204536, 0.003572119167074561, -0.01248820312321186, -0.03483182191848755, 0.010785359889268875, 0.01545751839876175, 0.00034596523619256914, 0.022333752363920212, 0.003191074589267373, -0.013376008719205856, -0.04461408406496048, 0.035211801528930664, 0.010489292442798615, 0.03219764307141304, -0.017734061926603317, 0.041606705635786057, -0.04508368670940399, -0.044430650770664215, -0.026473600417375565, 0.02497931383550167, 0.02573280781507492, 0.04919976368546486, -0.057244956493377686, -0.028856322169303894, -0.006993734277784824, -0.02045944519340992, -0.03838691487908363, 0.04411010071635246, -0.03903647139668465, -0.016178976744413376, 0.08445652574300766, -0.008794568479061127, -0.019770115613937378, -0.01620425470173359, -0.04868211969733238, 0.01874645985662937, 0.0386490523815155, 0.0017686408245936036, -0.055965349078178406, -0.01696743629872799, 0.006115589756518602, 0.04329536482691765, -0.026407601311802864, -0.04282069951295853, 0.0032381024211645126, -0.012570139952003956, -0.06340590119361877, -0.032181087881326675, 0.05301835015416145, 0.06602407991886139, -0.12130339443683624, -0.025466417893767357, 0.039972539991140366, 0.01384457852691412, -0.06629129499197006, -0.04949142783880234, 0.00009245867113349959, -0.024899890646338463, -0.006639622617512941, 0.06944253295660019, -0.04151609539985657, -0.03222224861383438, 0.019740017130970955, 0.0593797005712986, 0.014288833364844322, -0.0373786985874176, -0.007116677705198526, -0.01746492274105549, -0.008621740154922009, 0.0007096113404259086, -0.0817972794175148, -0.05484829843044281, -0.01174020767211914, -0.02777239680290222, -0.06781914830207825, -0.027141211554408073, -0.01505428645759821, -0.0449863076210022, 0.09936945885419846, -0.017841819673776627, 0.010223746299743652, 0.016975758597254753, -0.03650449961423874, 0.033380668610334396, -0.055315982550382614, 0.021053802222013474, 0.030041147023439407, -0.025377823039889336, 0.05179192125797272, -0.10969705134630203, 0.06582046300172806, 0.05645346641540527, -0.05668714642524719, 0.06679108738899231, 0.010817892849445343, -0.02327326498925686, -0.01072671264410019, 0.01928533986210823, 0.017953447997570038, 0.00481689628213644, -0.024999331682920456, -0.013002903200685978, 0.029169311746954918, 0.035191621631383896, 0.04357297345995903, -0.004742378834635019, 0.012944101355969906, -0.016129467636346817, -0.328647255897522, -0.007668832782655954, -0.01256651896983385, -0.002014029072597623, 0.008982816711068153, -0.05746830999851227, 0.02698170766234398, -0.02691759541630745, 0.010592887178063393, 0.003107373835518956, 0.13658098876476288, -0.022390851750969887, 0.01975632831454277, -0.07013557851314545, -0.002943584229797125, 0.02049229107797146, -0.001865682192146778, -0.0056432695128023624, -0.0312194861471653, 0.011361728422343731, 0.01705075427889824, 0.008771355263888836, -0.04579818621277809, -0.025879060849547386, -0.021050313487648964, -0.05396033078432083, 0.08700492978096008, -0.018563080579042435, 0.11809281259775162, -0.021350374445319176, 0.051092181354761124, 0.008980767801404, 0.01704854518175125, -0.07309290021657944, -0.009591232985258102, -0.014804630540311337, 0.025128452107310295, 0.02476833574473858, 0.027097323909401894, -0.010645289905369282, -0.04134020581841469, 0.03891688212752342, -0.05174596607685089, -0.06629513949155807, -0.005720604211091995, -0.00926982145756483, -0.051910173147916794, -0.009628894738852978, -0.00850813277065754, 0.02674209512770176, -0.018823586404323578, 0.01603086106479168, 0.006303716450929642, 0.015199925750494003, 0.024975307285785675, -0.02076990157365799, -0.07504314184188843, 0.0021508284844458103, 0.0026686277706176043, -0.036191996186971664, 0.036098871380090714, 0.04496734216809273, 0.023697679862380028, -0.04060862585902214, -0.014857481233775616, 0.03748985752463341, 0.008554155938327312, 0.0359695628285408, 0.04184968024492264, -0.04940084367990494, -0.015876969322562218, 0.04584835097193718, -0.020129187032580376, 0.01736612617969513, -0.001368833938613534, 0.06305497884750366, -0.004314772319048643, 0.027494506910443306, 0.01608222723007202, 0.01725211925804615, 0.016122087836265564, -0.03406761586666107, 0.037827178835868835, -0.0012936786515638232, 0.0028694395441561937, 0.045623112469911575, -0.005629751831293106, -0.05140894278883934, 0.08625519275665283, 0.004487514030188322, -0.0023342077620327473, 0.007318473421037197, 0.010720460675656796, -0.0813814327120781, 0.06185060739517212, 0.007251473143696785, -0.2492814064025879, 0.021555786952376366, 0.04956677928566933, 0.01498478278517723, -0.010399995371699333, -0.01843758299946785, 0.031339097768068314, 0.0011211044620722532, 0.008130870759487152, 0.06318806111812592, -0.006114511284977198, 0.03562074899673462, -0.01864478923380375, -0.009057220071554184, 0.04256914183497429, -0.0303579643368721, 0.059616025537252426, 0.0396944023668766, -0.002699198666960001, 0.0008418611832894385, 0.017511863261461258, -0.03552652522921562, 0.13462261855602264, 0.03588765487074852, 0.023024247959256172, 0.025860155001282692, -0.03363746404647827, 0.007083595730364323, 0.06053876504302025, 0.015540137887001038, 0.03342346474528313, 0.030368488281965256, 0.03782307356595993, 0.0025638339575380087, 0.024830061942338943, -0.05349252000451088, 0.0036297847982496023, 0.06257385015487671, 0.010421195067465305, -0.01974887028336525, 0.003757225349545479, 0.01405111700296402, -0.005503813270479441, 0.042580652981996536, 0.07328177988529205, -0.004185159225016832, -0.05159558728337288, -0.004994134418666363, -0.029652796685695648, -0.01108855102211237, -0.04871014133095741, -0.028530018404126167, -0.0009396328241564333, -0.033489909023046494, 0.02544143609702587, 0.06448575109243393, 0.015795545652508736, -0.05317645147442818, -0.010328627191483974, 0.016849419102072716, 0.011256607249379158, -0.037903424352407455, 0.10927330702543259, 0.0433536134660244, 0.05700528249144554 ]
[ -0.01492595300078392, 0.01902058906853199, -0.018750810995697975, 0.026681145653128624, 0.011305595748126507, 0.039434533566236496, 0.0009860830614343286, 0.011905320920050144, -0.027087491005659103, 0.01829466037452221, -0.014726309105753899, -0.027615653350949287, 0.030250176787376404, -0.0022616861388087273, 0.01961328089237213, -0.033804118633270264, -0.021986640989780426, -0.03000304102897644, 0.00892694853246212, -0.03597204014658928, -0.009326567873358727, 0.019159361720085144, 0.012614762410521507, -0.018271956592798233, -0.0051530939526855946, 0.014302684925496578, -0.018737273290753365, -0.01897788979113102, 0.019011935219168663, -0.15228542685508728, -0.017793452367186546, -0.02748970128595829, -0.020141473039984703, 0.000081924423284363, 0.041973892599344254, -0.027223654091358185, 0.006529105827212334, 0.04446970671415329, -0.039837051182985306, -0.00014199549332261086, 0.013293303549289703, 0.0030276738107204437, 0.0021321417298167944, 0.027962101623415947, -0.03515450656414032, 0.005215413402765989, -0.021986274048686028, -0.05106228217482567, 0.024483270943164825, 0.030416473746299744, -0.03299277275800705, -0.05194340646266937, 0.04002123698592186, -0.00015519029693678021, 0.06131751090288162, -0.008742384612560272, -0.026719391345977783, -0.03031700849533081, -0.0005307976971380413, -0.03961465135216713, 0.018774159252643585, -0.006203190889209509, -0.035849738866090775, -0.004235008265823126, 0.025228148326277733, -0.015935542061924934, -0.01729443110525608, 0.01879212260246277, -0.0440785214304924, -0.018741510808467865, 0.003980601206421852, 0.010437657125294209, -0.03185452148318291, 0.005007163155823946, -0.008535267785191536, 0.02587209828197956, 0.017711268737912178, 0.025054965168237686, 0.02426653914153576, -0.028652748093008995, -0.02837107516825199, 0.021352693438529968, 0.0086324792355299, 0.0037828930653631687, 0.01775047741830349, 0.020204899832606316, 0.003591937245801091, -0.028431886807084084, 0.03175440803170204, 0.02202051505446434, -0.020225822925567627, 0.026988843455910683, -0.020213967189192772, 0.015421312302350998, -0.09523951262235641, 0.004392723552882671, -0.026008665561676025, 0.002769464859738946, -0.033534321933984756, 0.8346611857414246, -0.014899150468409061, 0.022520553320646286, 0.03103327937424183, -0.0025069171097129583, -0.015362109057605267, -0.02287456765770912, 0.04164579138159752, -0.0049172877334058285, 0.012487265281379223, -0.0353124625980854, 0.003797499230131507, 0.013180715031921864, 0.008096064440906048, -0.014367546886205673, 0.028052814304828644, -0.005455993115901947, 0.032819002866744995, 0.02361639402806759, -0.026535935699939728, 0.008981139399111271, 0.032296568155288696, 0.0036505491007119417, -0.031319234520196915, 0.012007162906229496, 0.024822445586323738, -0.13883556425571442, 0.011722063645720482, -7.457511016401277e-33, 0.014050187543034554, -0.034626368433237076, -0.031144434586167336, 0.02207617275416851, 0.04644707217812538, -0.03684001788496971, 0.040205974131822586, 0.014994017779827118, -0.0305288415402174, -0.03927357867360115, -0.04969281330704689, -0.030550088733434677, -0.005933340638875961, -0.039097364991903305, 0.02092139609158039, -0.010732178576290607, -0.004926534369587898, 0.022882482036948204, -0.020795371383428574, -0.004628127906471491, 0.02329627424478531, 0.046441756188869476, 0.011721066199243069, 0.013905699364840984, 0.009607462212443352, -0.009977922774851322, -0.036648303270339966, 0.025183454155921936, 0.01759304665029049, -0.0379980243742466, 0.012885605916380882, 0.04141132906079292, -0.026297902688384056, 0.00837795715779066, -0.0006027707131579518, -0.06303700059652328, -0.011662685312330723, -0.007494448218494654, -0.011669330298900604, 0.011115260422229767, -0.06609368324279785, -0.0032584378495812416, -0.0428767167031765, -0.001112554338760674, -0.030966365709900856, -0.04958974942564964, 0.012843726202845573, 0.018959611654281616, 0.021661734208464622, -0.006124161649495363, 0.022446775808930397, 0.02880200929939747, -0.01239432767033577, 0.0097461873665452, -0.009415870532393456, 0.07000771909952164, 0.02240447700023651, -0.004878787789493799, 0.00016030549886636436, 0.0028173504397273064, 0.006897352170199156, -0.0019442064221948385, -0.017497794702649117, -0.002721926895901561, 0.009323040954768658, -0.00995260663330555, 0.014269531704485416, -0.020473169162869453, 0.04012247174978256, -0.02814013697206974, -0.04795999825000763, 0.007584437727928162, -0.000832565943710506, -0.007428525947034359, 0.041109394282102585, -0.02603849023580551, -0.001732191420160234, 0.007170816883444786, 0.0044318800792098045, 0.05042501911520958, 0.01363052986562252, -0.042802244424819946, -0.008943121880292892, -0.029904784634709358, 0.022105691954493523, -0.014679946005344391, 0.025505969300866127, -0.01211187057197094, 0.0002580938453320414, -0.003218436148017645, 0.05344323813915253, -0.012764697894454002, -0.01573592983186245, -0.026208404451608658, -0.03475313261151314, 7.567546838529843e-33, 0.020265590399503708, 0.0029925862327218056, 0.008709056302905083, -0.010648992843925953, 0.01255472656339407, 0.007590585853904486, 0.009472553618252277, -0.03610504791140556, -0.06126434728503227, 0.030792923644185066, -0.0004656942037399858, 0.009111792780458927, -0.038747988641262054, -0.0007484122179448605, 0.05299459770321846, -0.020724400877952576, 0.020318014547228813, -0.004008141346275806, 0.04562005400657654, -0.024911604821681976, 0.02065647579729557, -0.000041070397855946794, -0.01198562327772379, 0.007462462410330772, 0.04849381744861603, 0.031119730323553085, -0.01160010788589716, 0.02008192241191864, 0.02329619787633419, -0.018936574459075928, 0.02560335211455822, -0.01587587408721447, -0.036973875015974045, -0.036505356431007385, 0.001777108758687973, 0.017158452421426773, 0.015163086354732513, 0.01675928756594658, -0.0031646988354623318, -0.0010982499225065112, 0.04120875149965286, 0.004085761960595846, -0.012490171939134598, 0.02796092815697193, 0.020194124430418015, 0.011161264032125473, -0.019842691719532013, -0.03624419495463371, -0.02529872953891754, 0.008809932507574558, 0.027907919138669968, 0.03673752769827843, 0.03543703258037567, 0.013825626112520695, 0.02326931618154049, 0.0011868891306221485, -0.006437985692173243, -0.02553066983819008, -0.0027683419175446033, -0.0016806864878162742, 0.009504240937530994, -0.012497220188379288, -0.025346044450998306, 0.006756334565579891, -0.04584686830639839, -0.004903455264866352, -0.00396850286051631, 0.06223000958561897, -0.01678570918738842, 0.020524825900793076, -0.05327349528670311, -0.010741148144006729, -0.0009160959161818027, 0.011007273569703102, -0.034887608140707016, -0.02216639369726181, 0.023761747404932976, 0.019216688349843025, -0.007121897302567959, 0.04837464913725853, -0.0031520817428827286, -0.018449509516358376, 0.00393445510417223, -0.010870474390685558, 0.024545829743146896, 0.015627285465598106, -0.0017180753638967872, 0.024465518072247505, 0.05005914345383644, -0.019158709794282913, -0.009811650030314922, -0.0389692448079586, -0.009268669411540031, 0.0385083444416523, 0.01064054574817419, -1.2965998941183443e-8, -0.01651500165462494, 0.0025357019621878862, -0.028171472251415253, 0.03414620831608772, 0.021659163758158684, 0.002540003275498748, -0.05244113877415657, -0.012698362581431866, -0.023071110248565674, 0.012731230817735195, 0.04362029209733009, 0.017216434702277184, 0.006749462336301804, 0.013652540743350983, 0.013866007328033447, -0.016944175586104393, -0.0014753836439922452, -0.002450526924803853, 0.03766845539212227, -0.01473914459347725, 0.016575854271650314, 0.03340967372059822, -0.021378569304943085, 0.019397538155317307, 0.0032994935754686594, 0.03256683424115181, -0.001234283670783043, -0.07871384918689728, -0.04417283460497856, 0.024799130856990814, 0.009598647244274616, -0.007725094445049763, -0.02930518612265587, 0.02935594506561756, 0.014005460776388645, -0.034735631197690964, 0.03458559140563011, 0.011141213588416576, 0.030176866799592972, 0.022116295993328094, 0.007597062736749649, 0.041681207716464996, 0.0009128843666985631, -0.0016692376229912043, 0.016171738505363464, -0.005372933112084866, -0.04399542883038521, -0.011208994314074516, 0.006479217205196619, -0.09061462432146072, 0.019744807854294777, -0.0073180231265723705, -0.007054843939840794, 0.05590442195534706, -0.007704606279730797, 0.026723502203822136, -0.011968491598963737, -0.008370094001293182, -0.06323758512735367, 0.050522029399871826, 0.015765812247991562, -0.0007341272430494428, -0.023497890681028366, -0.0035106318537145853 ]
ncover-nant-team-city-integration
https://markhneedham.com/blog/2008/08/25/ncover-nant-team-city-integration
false
2008-12-04 00:31:29
What makes a good unit test?
[ "tdd", "testing", "unit-test" ]
[ "Testing" ]
Following on from my post around the http://www.markhneedham.com/blog/2008/10/10/what-is-a-unit-test/[definition of a unit test], a recent discussion on the http://www.nabble.com/Test-Driven-Development-f17142.html[Test Driven Development mailing list] led me to question what my own approach is for writing unit tests. To self quote from my previous post: ____ A well written unit test in my book should be simple to understand and run quickly. ____ Quite simple in theory but as I have learnt (and am still learning) the hard way, much harder to do in practice. Breaking that down further what does it actually mean? == Intention revealing name There was some discussion a few months ago with regards to whether test names were actual valuable, but as the majority of my work has been in Java or C# I think it is very important. I favour http://www.markhneedham.com/blog/2008/10/10/what-is-a-unit-test/[BDD style test names] which describe the behaviour of what we are testing rather than the implementation details. For me naming the tests in this way allows people who look at the test in future to question whether it is a valid test as well as whether it is actually doing what it claims to be doing. == No clutter If we can keep tests short and to the point they are much easier for the next person to read. To achieve this we need to ensure that we keep the code in the test method to the minimum, including putting object setup code into another method so that it doesn't clutter the test and only setting the expectations that we care about if we are using a mocking framework. This is made much easier by the http://ayende.com/Blog/archive/2008/05/16/Rhino-Mocks--Arrange-Act-Assert-Syntax.aspx[Arrange-Act-Assert] approach being followed by mocking frameworks nowadays. I think this approach maps quite nicely to the Given-When-Then BDD syntax as a nice way of defining our tests or examples in BDD land. == Don't remove all duplication While removing duplication from code is generally a good thing I don't think we should apply the DRY principle too judiciously on test code. As http://fragmental.tw/2008/07/02/domain-driven-tests/[Phil points out] this can make tests very difficult to read and understand. I tend to favour test expressiveness over removing all duplication. == One behaviour per test I used to try and follow the idea of having only one assertion per test but Sczcepan's idea of http://monkeyisland.pl/2008/01/31/10rules/[testing one behaviour per class] is much better. This is one part of writing tests where we should stick to the http://en.wikipedia.org/wiki/Single_responsibility_principle[Single Responsibility Principle] in as far as not overloading the test with assertions which then make it more difficult to work out where the code failed if a test fails. == Expressive failure messages When using JUnit or NUnit for assertions in the IDE the assertion failure messages don't really make much difference because we have the code fresh in our mind and it's only one click to get to the failure. If an assertion with either of these frameworks fails on the build on the other hand it's much harder at a glance to tell exactly why it failed. This is why I favour http://code.google.com/p/hamcrest/[Hamcrest] which tells you precisely why your test failed. == In Summary For me the key with unit tests is to make sure that other people in the team can read and understand them easily. No doubt there are other ways of ensuring our unit tests are well written but these are the ways that I consider the most important at the moment.
null
null
[ 0.010609901510179043, -0.013650699518620968, -0.021207954734563828, 0.04101737588644028, 0.07313966751098633, 0.031332168728113174, 0.044354602694511414, 0.02028626948595047, 0.013531448319554329, -0.031733397394418716, 0.017162904143333435, 0.0011233380064368248, -0.05674448981881142, 0.029525933787226677, -0.047141626477241516, 0.0731223002076149, 0.08145306259393692, -0.013444291427731514, 0.059358149766922, -0.0041716815903782845, 0.03731080889701843, 0.04693517088890076, 0.0018865929450839758, 0.0355348140001297, 0.02878408133983612, 0.01826610043644905, 0.021652119234204292, -0.003412971505895257, -0.05638817697763443, -0.04591211676597595, 0.02401471883058548, 0.009631476365029812, 0.012282967567443848, 0.007029226515442133, 0.018433742225170135, -0.016073357313871384, -0.018957966938614845, 0.009892601519823074, 0.016566332429647446, 0.00797102227807045, -0.08134283870458603, 0.017574327066540718, 0.002116201678290963, 0.00591916823759675, -0.0537014976143837, -0.006663826294243336, -0.04407172650098801, -0.006357891019433737, 0.000872934004291892, 0.009546048007905483, -0.04606978967785835, 0.04749135673046112, -0.026192227378487587, 0.013899669982492924, 0.0002771458530332893, 0.04913652315735817, 0.02275690995156765, -0.08323872089385986, 0.030808353796601295, -0.05131953954696655, 0.0007299779099412262, -0.005081702023744583, -0.016714653000235558, 0.05119806155562401, 0.041301194578409195, -0.02383418381214142, -0.008460653945803642, 0.04217168316245079, -0.0473182238638401, 0.019724508747458458, -0.019260268658399582, 0.0031979521736502647, -0.00720578758046031, -0.01833893358707428, 0.009989186190068722, -0.03362232819199562, 0.006485455669462681, 0.04101570323109627, 0.016293304041028023, 0.040125321596860886, -0.002216286025941372, 0.006465815007686615, 0.024417055770754814, -0.0032861533109098673, -0.0005768142291344702, -0.040935736149549484, -0.012705081142485142, 0.006275855470448732, -0.04478408023715019, 0.06667107343673706, -0.00044281576992943883, -0.05578271299600601, 0.019375162199139595, 0.03859997168183327, -0.02990644983947277, 0.012635922990739346, 0.0171816349029541, 0.0012175447773188353, 0.0016143590910360217, 0.0021454503294080496, -0.03628087788820267, -0.03216065466403961, 0.009392318315804005, 0.014569280669093132, -0.08729057759046555, -0.024371758103370667, -0.02269931510090828, -0.03402602672576904, -0.015124413184821606, 0.027725618332624435, -0.03727855533361435, 0.013525348156690598, -0.006172272376716137, -0.007742699235677719, -0.07625000923871994, 0.05630176141858101, 0.00368869979865849, -0.025141479447484016, -0.004900073166936636, 0.036351174116134644, 0.04328835383057594, 0.030826346948742867, -0.009746727533638477, 0.07628191262483597, 0.011024139821529388, 0.023285498842597008, -0.028935134410858154, 0.0718194842338562, -0.0171042513102293, -0.052651286125183105, -0.014684740453958511, 0.03989215940237045, 0.007374012842774391, -0.00007714743696851656, 0.01871374435722828, -0.0346444696187973, -0.011675899848341942, -0.0019756683614104986, 0.05642933398485184, 0.059219133108854294, -0.022607408463954926, -0.02961355447769165, 0.01806614361703396, 0.03492709621787071, -0.006103239953517914, 0.023053718730807304, -0.02355639636516571, -0.014642412774264812, -0.04030647873878479, 0.03863706812262535, 0.01227992121130228, 0.05838010832667351, 0.021145064383745193, -0.03492853417992592, 0.01427364256232977, 0.08718010038137436, -0.0048951501958072186, 0.013119617477059364, -0.0025709590408951044, 0.04318606108427048, 0.031819459050893784, 0.041408389806747437, 0.027103735134005547, 0.03542689234018326, 0.026282070204615593, -0.005249775014817715, -0.007911729626357555, 0.03937685862183571, -0.005741188768297434, -0.004909452982246876, -0.04754592850804329, -0.06806959211826324, 0.04942985624074936, -0.036818478256464005, 0.004774476867169142, 0.05452519282698631, 0.09108851104974747, 0.00874045304954052, 0.039222925901412964, 0.016492731869220734, -0.08064433187246323, 0.018005087971687317, 0.028637917712330818, 0.02457529678940773, 0.016916003078222275, -0.005401579663157463, 0.0606052502989769, 0.017518185079097748, -0.0023737528827041388, 0.03995419293642044, -0.06489264219999313, -0.06767404824495316, -0.012167260982096195, -0.010994999669492245, 0.06755872815847397, -0.035652000457048416, -0.005085397977381945, 0.08481452614068985, 0.015038365498185158, 0.032280635088682175, 0.02363705076277256, -0.0064453850500285625, -0.0039318883791565895, -0.04861629381775856, -0.020014744251966476, 0.047232165932655334, 0.05365806072950363, -0.017425818368792534, -0.055470965802669525, 0.010787013918161392, 0.0018493467941880226, -0.025045130401849747, 0.0520457923412323, -0.02142328955233097, 0.04338183254003525, 0.02622397243976593, 0.07880813628435135, -0.03063184581696987, 0.08838418871164322, -0.07053584605455399, 0.001228510169312358, -0.029603471979498863, -0.02935575693845749, -0.0035630285274237394, 0.005604686215519905, 0.11022446304559708, 0.04617396369576454, -0.04953322187066078, -0.033455751836299896, -0.02225508913397789, 0.03163526579737663, -0.04109722375869751, -0.012972434982657433, 0.00836047250777483, -0.003389820922166109, 0.002774997614324093, -0.060716092586517334, -0.01696096733212471, 0.011282042600214481, -0.024079306051135063, 0.027133742347359657, 0.06788571923971176, -0.03256053850054741, 0.05054912716150284, -0.02588803507387638, -0.011683215387165546, 0.0083455266430974, -0.019677190110087395, -0.04878557100892067, 0.009855370968580246, 0.023007910698652267, -0.01828892156481743, 0.07063333690166473, -0.040033966302871704, -0.03569747507572174, -0.018856501206755638, -0.031043075025081635, 0.020423665642738342, 0.03537728637456894, 0.07610606402158737, -0.047342415899038315, 0.05830695107579231, -0.005558483302593231, 0.009242929518222809, 0.010625414550304413, -0.054493505507707596, -0.031889643520116806, 0.014616407454013824, -0.004319414496421814, 0.059596117585897446, -0.015429893508553505, 0.03617601469159126, 0.024231720715761185, -0.0011120295384898782, -0.016692455857992172, 0.0077055771835148335, 0.032674968242645264, 0.020310135558247566, -0.03586824610829353, -0.025591688230633736, -0.052391473203897476, 0.03711480647325516, -0.01694534532725811, -0.017876997590065002, 0.044700492173433304, -0.08434812724590302, 0.049421511590480804, -0.07773784548044205, -0.055684883147478104, 0.010101914405822754, 0.045227840542793274, 0.0381452813744545, -0.004425950814038515, 0.011321469210088253, 0.07563941925764084, 0.02412257343530655, 0.0007570341695100069, -0.0039754388853907585, 0.0004885599482804537, 0.03212327882647514, -0.004881289787590504, -0.01618615910410881, 0.031039876863360405, 0.006206091493368149, 0.026873772963881493, -0.05588485300540924, 0.016125433146953583, 0.010968664661049843, -0.27252495288848877, 0.026458583772182465, 0.01367280725389719, -0.033873822540044785, 0.019696572795510292, -0.010256858542561531, -0.001291143475100398, -0.060421135276556015, -0.02960086613893509, 0.0601816400885582, -0.05396845564246178, -0.03324047848582268, -0.018543032929301262, 0.047658707946538925, -0.010116825811564922, 0.024360638111829758, 0.01464502327144146, -0.03594928979873657, 0.012188307009637356, 0.07306604087352753, 0.002547914395108819, -0.058833155781030655, 0.007485760375857353, 0.05093127116560936, 0.031176183372735977, 0.05327022820711136, -0.09421370178461075, 0.06661995500326157, -0.038809634745121, 0.007811593357473612, 0.016611814498901367, 0.006318558007478714, -0.011740238405764103, -0.037601273506879807, -0.025719555094838142, 0.004697537049651146, 0.007794169709086418, 0.00001985908420465421, -0.01873500645160675, 0.024956196546554565, -0.01639268547296524, -0.05510394647717476, -0.017786655575037003, -0.0005982377915643156, 0.05946880578994751, -0.011539706960320473, -0.07369474321603775, -0.008276618085801601, -0.04239359125494957, 0.06810101121664047, -0.03648769482970238, -0.021730154752731323, -0.022519344463944435, 0.014366287738084793, -0.014450176618993282, -0.03414713218808174, -0.005082315765321255, -0.01914772018790245, -0.03162958472967148, -0.033758316189050674, -0.043563492596149445, -0.047766610980033875, -0.02737177535891533, -0.05010872334241867, -0.019879058003425598, -0.06621961295604706, -0.05608229711651802, -0.0005499077960848808, 0.07127200812101364, 0.020776521414518356, 0.000332618918037042, 0.007615440525114536, 0.0044892821460962296, -0.1142825111746788, 0.005147617310285568, -0.023586679250001907, -0.035897623747587204, -0.03700999170541763, -0.016296900808811188, 0.05904490500688553, -0.04797516390681267, -0.03734016790986061, 0.03258691355586052, -0.009983448311686516, 0.005977271124720573, 0.0016224088612943888, 0.035044893622398376, 0.023785747587680817, -0.02135930210351944, 0.014873567968606949, 0.07397744059562683, 0.008930988609790802, -0.015595298260450363, -0.03522667661309242, 0.02202477492392063, 0.03378920629620552, 0.031926125288009644, -0.01700688898563385, 0.004422434605658054, 0.011030608788132668, 0.015587289817631245, -0.0645369365811348, 0.03789959475398064, -0.010507316328585148, 0.004906701389700174, -0.014519330114126205, -0.06517702341079712, 0.0263066366314888, 0.036630600690841675, 0.01712154410779476, -0.013940101489424706, -0.037237461656332016, 0.0275346040725708, -0.05318395420908928, -0.029215946793556213, -0.02330811507999897, 0.005072769708931446, 0.04180004075169563, -0.024380192160606384, -0.0011749996338039637, -0.052674952894449234, 0.009953874163329601, 0.0033293874002993107, -0.025569038465619087, -0.051339954137802124, -0.05756032466888428, -0.004554290324449539, -0.008881091140210629, 0.01301283948123455, 0.006605276372283697, -0.007326916325837374, 0.020335227251052856, 0.029183279722929, -0.04138612002134323, -0.002125761704519391, -0.01656085066497326, -0.03922723978757858, -0.007528224494308233, -0.013562100008130074, -0.009255527518689632, 0.010374699719250202, 0.0038703372702002525, 0.0002848796430043876, 0.019611310213804245, 0.023096337914466858, 0.01266302727162838, 0.0313158854842186, -0.013258800841867924, 0.021844543516635895, 0.003081008093431592, 0.041798971593379974, -0.07023118436336517, 0.023681992664933205, -0.028109725564718246, -0.05039199814200401, -0.029002318158745766, 0.02599303051829338, -0.015527625568211079, -0.02333207055926323, -0.04073210433125496, -0.00967319868505001, -0.03997229412198067, -0.01183834858238697, -0.0381905697286129, 0.03703025355935097, 0.057761888951063156, -0.03735565394163132, 0.026955533772706985, -0.017916183918714523, -0.01584676466882229, 0.009762321598827839, 0.010770493187010288, -0.035565055906772614, 0.026508145034313202, 0.00820116512477398, -0.003972609527409077, 0.0068048955872654915, -0.006818215828388929, 0.046390656381845474, 0.015208693221211433, 0.007570711895823479, -0.041427336633205414, 0.021088331937789917, 0.03530043363571167, 0.038638729602098465, 0.00007296929834410548, 0.019133765250444412, -0.008490143343806267, -0.014114320278167725, -0.013714971952140331, -0.03687567263841629, -0.023980125784873962, 0.010496092028915882, 0.05339216813445091, -0.04231064394116402, -0.06835486739873886, 0.042365651577711105, -0.008152957074344158, -0.0011048191227018833, 0.013467990793287754, 0.023891448974609375, -0.01366806123405695, -0.027731837704777718, 0.024208446964621544, 0.0672449916601181, -0.05454712361097336, 0.012772084213793278, -0.00010014309373218566, -0.0027335716877132654, 0.009686924517154694, 0.008101248182356358, -0.04818826913833618, -0.04925582930445671, -0.01425990927964449, -0.013324213214218616, -0.052996926009655, -0.019249318167567253, -0.03969559445977211, 0.0223270021378994, -0.010016006417572498, -0.016240453347563744, -0.011180169880390167, 0.006469723768532276, -0.008618093095719814, -0.03156010061502457, 0.004217569716274738, -0.017977142706513405, 0.00012922876339871436, 0.02430863492190838, -0.04436994343996048, 0.015799814835190773, -0.013940035365521908, 0.012324171140789986, 0.025821644812822342, -0.05254322662949562, -0.034444667398929596, -0.04468749463558197, -0.011350690387189388, -0.00943680852651596, 0.04323512315750122, 0.008644219487905502, -0.020655911415815353, -0.04124372825026512, -0.013210446573793888, -0.04180721193552017, 0.002433279762044549, -0.01782742328941822, -0.022116653621196747, 0.012739432044327259, 0.06738226115703583, 0.013248029164969921, 0.036559440195560455, -0.010569237172603607, -0.002231665188446641, 0.05783627927303314, -0.08157479763031006, -0.009861497208476067, -0.04622034728527069, -0.08164934068918228, 0.003990117460489273, -0.006703544408082962, 0.02593851462006569, -0.029122203588485718, 0.03448964282870293, 0.015729043632745743, 0.009491628967225552, 0.029860971495509148, 0.0036427341401576996, 0.04508452117443085, -0.06639129668474197, 0.005716799758374691, -0.0792292058467865, 0.001898874412290752, 0.033215221017599106, 0.01062952820211649, -0.013681217096745968, -0.009323042817413807, -0.04277607798576355, 0.05062634497880936, -0.037088654935359955, -0.0032701920717954636, 0.05874131619930267, 0.006363700609654188, -0.013596036471426487, 0.01754118502140045, -0.051475606858730316, 0.030648989602923393, 0.027614133432507515, -0.030627639964222908, -0.02010747604072094, -0.0023886719718575478, 0.046739596873521805, 0.020776966586709023, -0.0006919523584656417, -0.03963494300842285, 0.017813391983509064, 0.061026640236377716, 0.0094379223883152, 0.028432702645659447, 0.036691877990961075, -0.016211893409490585, 0.036850981414318085, 0.03297716751694679, -0.0066785081289708614, -0.031008675694465637, 0.004155984614044428, -0.015233148820698261, -0.055667709559202194, 0.027387570589780807, 0.019207380712032318, -0.031138433143496513, -0.03410044312477112, 0.05944095179438591, 0.011618093587458134, -0.044094331562519073, -0.04972093924880028, 0.0016710801282897592, -0.05655521899461746, -0.02068137377500534, -0.042174506932497025, -0.004485865123569965, -0.011220304295420647, 0.05703672394156456, -0.002418875228613615, -0.019064487889409065, 0.07055618613958359, -0.023584967479109764, -0.014356935396790504, -0.012277676723897457, 0.0751136988401413, 0.10233175754547119, 0.037594132125377655, -0.008152366615831852, 0.0461106114089489, -0.022613538429141045, -0.04481559619307518, 0.038093987852334976, -0.011663665995001793, 0.005650789942592382, -0.025576412677764893, 0.015254541300237179, 0.03773762658238411, -0.0045874882489442825, 0.06915005296468735, -0.03187345713376999, 0.028002263978123665, -0.011877398006618023, 0.029606297612190247, -0.005382537841796875, 0.06223657354712486, -0.012994331307709217, 0.010499846190214157, -0.012695684097707272, -0.05081423744559288, 0.02540425769984722, -0.043230149894952774, -0.025300152599811554, 0.025852173566818237, -0.01104360818862915, 0.018778201192617416, 0.006798257119953632, 0.02600742131471634, 0.06284603476524353, -0.0187835656106472, 0.017539851367473602, -0.00021554494742304087, 0.03188047930598259, 0.006092013791203499, -0.01635242998600006, -0.015268176794052124, 0.004552298225462437, -0.0014610323123633862, -0.011487653478980064, -0.014653827995061874, -0.003353147068992257, -0.029833948239684105, 0.05618893355131149, -0.012214833870530128, -0.0008003954426385462, 0.016265084967017174, 0.020133687183260918, -0.034529633820056915, -0.0682828426361084, -0.0644807443022728, -0.01605721190571785, -0.05268000066280365, -0.032469380646944046, 0.04611339792609215, -0.024059729650616646, -0.037205908447504044, -0.026299722492694855, -0.028660699725151062, -0.016863081604242325, 0.0273603405803442, -0.044018227607011795, -0.02281767688691616, 0.019216138869524002, 0.031157361343503, 0.029239226132631302, 0.008537092246115208, 0.0372445285320282, 0.01830041967332363, -0.012526621110737324, -0.03441718965768814, -0.02465117909014225, 0.04121245816349983, 0.010329725220799446, 0.03035850077867508, -0.06916788965463638, 0.010555099695920944, 0.03279653936624527, 0.006344062276184559, -0.05399758368730545, 0.0323239304125309, -0.00847456231713295, -0.00940919853746891, 0.06435763090848923, -0.02851663902401924, 0.01204665843397379, -0.015151966363191605, -0.007684263400733471, 0.026061328127980232, 0.03287696838378906, 0.023851167410612106, -0.005132685881108046, 0.0653500109910965, 0.019426967948675156, -0.023828428238630295, -0.03495507687330246, -0.013302219100296497, 0.008372718468308449, 0.028258761391043663, -0.03068905510008335, -0.03662688657641411, -0.03254055604338646, -0.06597734242677689, 0.00285714422352612, 0.024046575650572777, -0.02388550154864788, -0.030562961474061012, 0.017289329320192337, 0.02140132710337639, -0.05846277251839638, 0.020811637863516808, -0.047728754580020905, 0.04184902459383011, -0.02978367730975151, -0.013897886499762535, 0.027950439602136612, 0.023213159292936325, -0.022597385570406914, 0.01223643310368061, 0.02955770492553711, -0.04968428611755371, -0.027533918619155884, 0.004606438335031271, 0.029080526903271675, 0.04699186980724335, -0.01701490767300129, -0.024081455543637276 ]
[ -0.10433268547058105, 0.020633799955248833, -0.016500908881425858, -0.013183643110096455, 0.03629225119948387, -0.04211476445198059, 0.002559194341301918, 0.00785804633051157, -0.015043598599731922, -0.0029375737067312002, -0.011676249094307423, -0.05356874316930771, -0.013532252050936222, -0.01780800148844719, 0.08635371178388596, -0.0178578719496727, -0.012176325544714928, -0.06219065561890602, 0.03313937783241272, 0.019812628626823425, 0.02029302716255188, -0.006362696178257465, -0.04163163900375366, -0.023850757628679276, 0.036264318972826004, 0.07134672999382019, 0.05790801718831062, -0.03776909038424492, -0.0013334162067621946, -0.20971913635730743, 0.02236807532608509, 0.03800472617149353, 0.017543617635965347, -0.047407034784555435, -0.017851734533905983, 0.03887427970767021, 0.02230576053261757, 0.04166069254279137, -0.012982348911464214, 0.021277964115142822, 0.011177700012922287, 0.017763616517186165, -0.014432074502110481, 0.00034213639446534216, 0.028516966849565506, 0.01966962404549122, 0.011234079487621784, -0.06421736627817154, -0.017661819234490395, 0.038423024117946625, -0.05173807591199875, -0.04136217013001442, -0.029476730152964592, -0.02214983105659485, -0.020117349922657013, -0.027446161955595016, 0.053976330906152725, 0.05272841826081276, 0.0025197097565978765, 0.0030156641732901335, -0.018185868859291077, -0.02393311634659767, -0.14047349989414215, 0.07567398250102997, 0.031078936532139778, 0.026653964072465897, -0.012239905074238777, -0.021774960681796074, -0.006273788865655661, 0.10967620462179184, 0.02485889568924904, -0.014082764275372028, -0.010611467994749546, 0.06913519650697708, -0.01390883419662714, -0.009659851901233196, -0.016192514449357986, 0.003702946472913027, 0.0772690698504448, -0.03953751176595688, -0.07429240643978119, -0.01272201631218195, 0.019797345623373985, -0.02242232672870159, -0.026931975036859512, 0.011530294083058834, -0.0224328450858593, 0.015645818784832954, 0.06948025524616241, 0.03287627175450325, 0.04864515736699104, -0.01968245767056942, -0.007106147240847349, 0.02754521369934082, -0.0767039805650711, -0.01717507652938366, -0.040881022810935974, -0.026680033653974533, -0.04433648660778999, 0.3997800946235657, -0.04589741677045822, -0.029271891340613365, 0.04322072118520737, 0.040944863110780716, -0.02156536467373371, 0.011607483960688114, 0.017532674595713615, -0.06142175942659378, -0.009756832383573055, -0.03675383701920509, 0.031157271936535835, 0.031055908650159836, 0.037561193108558655, -0.029503773897886276, -0.015428902581334114, 0.013936256989836693, 0.053442008793354034, 0.0031384467147290707, 0.017893390730023384, -0.008782083168625832, 0.019746126607060432, -0.010707305744290352, 0.0008790377178229392, -0.013037585653364658, -0.00620548939332366, -0.01860656775534153, 0.0369877927005291, 0.043195176869630814, 0.04094062000513077, -0.013303704559803009, 0.06057700514793396, -0.045289911329746246, -0.0983196422457695, -0.00517245614901185, 0.016533970832824707, 0.0550234355032444, 0.05299391224980354, -0.0064570968970656395, -0.010851265862584114, 0.039419349282979965, 0.02127956971526146, -0.0185585618019104, 0.035115476697683334, -0.03239883854985237, -0.06961359083652496, 0.08775915950536728, -0.018654460087418556, -0.01920662820339203, -0.0028073792345821857, -0.007504174020141363, 0.01994926668703556, 0.04025094956159592, -0.01904633827507496, -0.06955628097057343, 0.01874823309481144, 0.021571071818470955, 0.07511147111654282, 0.0029366163071244955, -0.03235931694507599, -0.008900387212634087, -0.01630757562816143, -0.002291153185069561, -0.04779551550745964, 0.01598372682929039, 0.029970742762088776, -0.10083415359258652, -0.04511617124080658, 0.009571821428835392, 0.04486134648323059, -0.08068039268255234, 0.009727522730827332, 0.029284462332725525, -0.06020098179578781, -0.006851315964013338, 0.004735806956887245, -0.022174490615725517, -0.007930337451398373, 0.02445381134748459, 0.03952702134847641, 0.016320865601301193, 0.021687977015972137, 0.010040090419352055, -0.03167128935456276, -0.010868925601243973, -0.00426898431032896, -0.07357923686504364, -0.05516321212053299, -0.01689780503511429, -0.01877705380320549, -0.014586932957172394, -0.04693913459777832, -0.024612752720713615, -0.09677112847566605, 0.11330772936344147, -0.045195236802101135, -0.01466168649494648, 0.03512880206108093, 0.00003370458580320701, -0.0035543825943022966, -0.032761286944150925, -0.015620909631252289, 0.05365683138370514, -0.0026118543464690447, 0.058487217873334885, -0.05989142134785652, 0.0691048875451088, 0.08527804911136627, -0.0716514140367508, 0.06271590292453766, 0.03455233946442604, -0.043251968920230865, -0.036489337682724, 0.00044208194594830275, 0.011547474190592766, -0.02198573388159275, -0.041338615119457245, -0.025648372247815132, 0.024228909984230995, -0.013796549290418625, 0.027272138744592667, -0.01735401526093483, -0.025579584762454033, -0.012857416644692421, -0.3160645663738251, -0.030547624453902245, 0.01227804645895958, -0.013142012991011143, 0.021944377571344376, -0.050969354808330536, 0.002442127326503396, 0.016418030485510826, -0.015543823130428791, -0.014419879764318466, 0.07980217039585114, -0.023689037188887596, -0.0032230946235358715, -0.11234015226364136, 0.002572403522208333, 0.02062392048537731, -0.02678312361240387, -0.0510525181889534, -0.034352581948041916, 0.021680835634469986, -0.01097049843519926, -0.0033967120107263327, 0.0029089616145938635, -0.05697259306907654, 0.004820082802325487, -0.04376442730426788, 0.08696524053812027, -0.0013002248015254736, 0.09345829486846924, -0.012145265005528927, 0.04269776493310928, 0.023520899936556816, 0.030626539140939713, -0.09206120669841766, -0.005664464086294174, -0.017967846244573593, -0.05987199768424034, 0.0066328514367341995, 0.016230229288339615, -0.04422272369265556, -0.02132181078195572, 0.019274499267339706, -0.041180722415447235, -0.03982836753129959, -0.03697101026773453, 0.020526163280010223, -0.004455144051462412, -0.019253909587860107, -0.03683587536215782, 0.06839700043201447, 0.013149382546544075, -0.0018812543712556362, 0.010211893357336521, 0.021306069567799568, 0.0026093143969774246, -0.02202448807656765, -0.06891810894012451, 0.012713349424302578, 0.0017892728792503476, -0.025348663330078125, 0.04273104667663574, 0.08117248862981796, 0.04739435017108917, -0.04460884630680084, -0.010009033605456352, -0.005044324789196253, -0.0147864306345582, -0.017803240567445755, 0.059226952493190765, 0.004556545987725258, -0.029130149632692337, 0.10953999310731888, -0.023116637021303177, -0.028627414256334305, 0.028122395277023315, 0.040279027074575424, -0.0018830179469659925, 0.008974789641797543, 0.013388940133154392, -0.017765183001756668, -0.015688231214880943, -0.0006286816205829382, 0.03352630138397217, -0.0203406885266304, 0.014565936289727688, 0.06055229902267456, -0.01732873171567917, 0.006161665543913841, 0.05308295041322708, -0.00845323596149683, -0.04875935614109039, 0.018568221479654312, 0.004078050144016743, -0.06043623387813568, 0.04742846265435219, -0.002527578268200159, -0.22797995805740356, 0.013271666131913662, 0.04881570488214493, 0.0885772854089737, -0.017766550183296204, 0.019305262714624405, 0.033693794161081314, -0.07610566169023514, -0.006035068538039923, 0.007719214074313641, 0.020231788977980614, 0.024090293794870377, 0.030979376286268234, -0.019846372306346893, 0.03830213472247124, 0.005787387955933809, 0.06010354682803154, -0.00949612632393837, 0.025920145213603973, -0.008802585303783417, 0.019303608685731888, -0.012818067334592342, 0.18300773203372955, -0.016852350905537605, 0.03430436924099922, 0.03640802577137947, 0.0389222726225853, 0.046790286898612976, 0.08388925343751907, 0.010149391368031502, 0.04103797674179077, -0.030452553182840347, 0.08332661539316177, -0.005916728638112545, 0.008790074847638607, -0.08401185274124146, -0.016688652336597443, 0.012108752503991127, 0.03479160740971565, -0.018407229334115982, 0.009855974465608597, -0.01115185022354126, -0.028092078864574432, 0.01890052668750286, 0.10235324501991272, 0.02523016184568405, -0.02067756839096546, -0.06856121867895126, -0.06965318322181702, -0.0022120927460491657, -0.02904403768479824, -0.04608631879091263, -0.007743074093014002, 0.012296099215745926, 0.019811859354376793, 0.043342169374227524, 0.02219555899500847, -0.05141640827059746, -0.02016635425388813, 0.009931312873959541, -0.011092768050730228, 0.0013237491948530078, 0.14228017628192902, 0.06683924794197083, 0.03489847853779793 ]
[ -0.01907370425760746, -0.007102194707840681, -0.007751878350973129, 0.013070666231215, -0.013910244219005108, 0.004596233367919922, 0.0120091512799263, 0.0033422582782804966, 0.003492526011541486, 0.01274745725095272, -0.00699328538030386, -0.002444800455123186, 0.02749999612569809, 0.003922596573829651, 0.047699376940727234, -0.03227495029568672, -0.002620175713673234, -0.010308457538485527, 0.02434602752327919, -0.021900445222854614, -0.012693770229816437, 0.010513607412576675, 0.02281331829726696, 0.010419578291475773, -0.013075760565698147, -0.0034867047797888517, 0.021571170538663864, -0.030241746455430984, 0.020428532734513283, -0.12794969975948334, -0.019729681313037872, -0.038842856884002686, 0.008206878788769245, 0.0009399971459060907, -0.01059290487319231, -0.0010999833466485143, 0.03507047891616821, 0.029197530820965767, 0.00874688196927309, 0.01682100258767605, 0.01363174058496952, -0.009907583706080914, 0.03192903846502304, 0.010058923624455929, -0.01989324577152729, 0.027447884902358055, -0.00004872727731708437, -0.030823860317468643, -0.006876840256154537, -0.021940777078270912, -0.010033070109784603, 0.0032757616136223078, -0.022334972396492958, 0.0023645085748285055, 0.03312422335147858, -0.01552240177989006, -0.0017263191984966397, -0.02726825699210167, -0.0003255938063375652, -0.027092603966593742, -0.016701212152838707, 0.009091437794268131, -0.012860304675996304, -0.009974517859518528, 0.006596585735678673, -0.017999934032559395, 0.0022069222759455442, 0.025396162644028664, 0.005916601978242397, -0.0031467569060623646, -0.021592507138848305, 0.020765582099556923, 0.03589427098631859, 0.016024326905608177, 0.007247038185596466, 0.060519684106111526, 0.0038827527314424515, 0.012013863772153854, 0.02852257713675499, -0.030241983011364937, -0.035374317318201065, 0.01741315983235836, 0.036684874445199966, 0.030631277710199356, -0.0031627609860152006, 0.019205819815397263, 0.03586037456989288, -0.017443254590034485, 0.005449690390378237, -0.02498885989189148, -0.004884873982518911, 0.030663343146443367, -0.036806706339120865, 0.028205985203385353, -0.06215556338429451, -0.004279988817870617, -0.014392022043466568, -0.009955164976418018, -0.009041626006364822, 0.849232017993927, -0.004928961396217346, 0.041874658316373825, 0.03503670170903206, 0.03621773421764374, -0.02293543331325054, -0.01458672434091568, 0.010307466611266136, -0.01851317286491394, 0.043067723512649536, -0.05044727027416229, 0.025242678821086884, 0.015549914911389351, 0.02462340146303177, 0.00015937519492581487, 0.022853128612041473, -0.010671764612197876, -0.0031099338084459305, 0.013284553773701191, -0.025874463841319084, -0.00535087613388896, 0.021672887727618217, -0.016008000820875168, -0.005530451890081167, -0.005672760307788849, 0.030774232000112534, -0.17017199099063873, 0.0180526040494442, -9.530620935035125e-33, 0.04597723111510277, -0.009706888347864151, 0.001052302890457213, 0.0006954247364774346, 0.0071545070968568325, 0.0071816835552453995, 0.04802561178803444, 0.06158341094851494, -0.012941999360918999, -0.029377661645412445, 0.0035831802524626255, -0.013341705314815044, -0.0021740079391747713, -0.01351098157465458, 0.011574850417673588, 0.002175438217818737, -0.01793813332915306, 0.02612915076315403, -0.0053370315581560135, 0.030182374641299248, 0.04196622222661972, 0.05618065595626831, -0.02042074128985405, -0.026417074725031853, 0.009522910229861736, -0.005653223022818565, 0.01604871079325676, 0.027932368218898773, -0.023178905248641968, -0.03811953216791153, -0.016522061079740524, 0.050291553139686584, -0.062210727483034134, 0.017590494826436043, 0.007656943053007126, -0.05547982454299927, -0.010744642466306686, 0.005053737200796604, -0.004640080966055393, -0.03141428902745247, -0.024014979600906372, -0.028235631063580513, -0.04782211780548096, -0.012424689717590809, -0.006832366343587637, -0.024115795269608498, -0.025609664618968964, 0.004890741780400276, 0.0415782704949379, -0.02493136189877987, 0.020740943029522896, 0.029969677329063416, -0.0015505040064454079, -0.012694310396909714, -0.04070968180894852, 0.013345828279852867, 0.015201249159872532, -0.012270350009202957, 0.003971064928919077, 0.05382358655333519, -0.014767440967261791, -0.001824687933549285, -0.04454788938164711, 0.02110278233885765, -0.02415579743683338, -0.0428028479218483, 0.006916192825883627, -0.02151820994913578, 0.02031916379928589, -0.03370211273431778, -0.016035286709666252, -0.022779861465096474, -0.03143817558884621, 0.0011277523590251803, 0.022908803075551987, -0.027600135654211044, 0.03592931851744652, 0.03328320384025574, -0.027575455605983734, 0.022776227444410324, 0.005809863563627005, -0.03097221441566944, 0.0035337803419679403, -0.049863021820783615, 0.017460154369473457, -0.023357093334197998, 0.028905384242534637, -0.04541020467877388, -0.005168091505765915, -0.027058562263846397, 0.02657698094844818, 0.012673825025558472, -0.010509680956602097, -0.01639563776552677, -0.006935594137758017, 9.793996321808613e-33, 0.012459334917366505, -0.014408092945814133, -0.021123934537172318, 0.0078106229193508625, -0.016928991302847862, -0.00006112686241976917, 0.050167787820100784, 0.0059335012920200825, -0.07359036058187485, 0.04885147139430046, -0.00663851760327816, -0.01054536271840334, -0.01891426369547844, 0.03631388768553734, 0.015768563374876976, -0.014561351388692856, 0.02985689416527748, -0.0505412332713604, 0.029020939022302628, -0.023475173860788345, 0.028671495616436005, 0.02657146193087101, 0.037029948085546494, -0.009151753969490528, -0.00438784621655941, 0.05638034641742706, -0.040631331503391266, 0.03380516916513443, 0.00817878544330597, -0.007739245891571045, -0.011297361925244331, 0.019607381895184517, 0.007376546040177345, -0.00830504298210144, -0.008128780871629715, 0.011408389545977116, 0.01469994056969881, -0.023796947672963142, -0.020725049078464508, -0.0051870993338525295, 0.017575062811374664, -0.010412619449198246, 0.003141478868201375, 0.006303033325821161, 0.031048141419887543, 0.015169302932918072, 0.005920787807554007, -0.004212044645100832, 0.0026311289984732866, 0.03621726483106613, -0.0013994151959195733, 0.014094377867877483, 0.018612217158079147, 0.009224501438438892, 0.005630662199109793, -0.027638189494609833, -0.032353725284338, -0.004631752613931894, 0.006744639482349157, 0.02527092769742012, 0.01898493617773056, 0.0046592047438025475, -0.03561750426888466, 0.03493236005306244, -0.037929680198431015, 0.010408188216388226, 0.00739707425236702, 0.012765327468514442, 0.012624061666429043, -0.022074172273278236, -0.06364662945270538, 0.0030157435685396194, 0.022821197286248207, 0.025543825700879097, 0.024554545059800148, -0.0025277219247072935, -0.011681340634822845, -0.032447826117277145, -0.014064766466617584, 0.013975262641906738, 0.007745852693915367, -0.051820527762174606, -0.0045991516672074795, -0.0005449701566249132, -0.03292170912027359, 0.01874641142785549, 0.020170029252767563, 0.02501102164387703, -0.004088821820914745, 0.013230953365564346, -0.029182301834225655, 0.013303886167705059, 0.011271646246314049, -0.004558741580694914, -0.007411178667098284, -1.4548827032001554e-8, -0.026050738990306854, 0.009939136914908886, -0.02029123343527317, 0.027805374935269356, -0.0029215440154075623, -0.018986763432621956, -0.02366041950881481, -0.005002251360565424, -0.022653017193078995, 0.002627743873745203, 0.03282276913523674, -0.02495294250547886, -0.008272782899439335, 0.02783907577395439, 0.002550519071519375, -0.05000556632876396, -0.05147926136851311, -0.04235168546438217, 0.03283762186765671, 0.010776553303003311, 0.015867112204432487, 0.06361883133649826, -0.003303593723103404, 0.025429271161556244, 0.005597508512437344, 0.05869738385081291, 0.02320975624024868, -0.07208309322595596, -0.012824220582842827, 0.02266690880060196, 0.010903683491051197, -0.04554091393947601, -0.02320922538638115, 0.020438238978385925, -0.02381117455661297, -0.016348661854863167, 0.015253361314535141, 0.059080298990011215, 0.03800604119896889, 0.008168949745595455, -0.014580846764147282, -0.005254869814962149, 0.019516240805387497, -0.012369432486593723, 0.006199440453201532, 0.010387486778199673, -0.06063903123140335, 0.004068333189934492, 0.010603669099509716, -0.0415337011218071, -0.00970968697220087, 0.0035648238845169544, 0.005141091533005238, -0.006079026963561773, -0.013431803323328495, -0.0033625338692218065, -0.01679152250289917, -0.0030004053842276335, -0.046379685401916504, 0.0014176459517329931, 0.01283374335616827, -0.0013678714167326689, -0.00923265889286995, -0.029083941131830215 ]
what-make-a-good-unit-test
https://markhneedham.com/blog/2008/12/04/what-make-a-good-unit-test
false
2008-12-05 00:00:50
Dave Thomas on Managing Lean and Agile In Large Software Development
[ "agile", "lean", "dave-thomas" ]
[ "Software Development" ]
No coding dojo update this week as http://davethomas.net/[Dave Thoma]s was in the ThoughtWorks Sydney office to talk about Managing Lean and Agile in Large Software Development. It was actually a talk to the http://girlgeekdinnerssydney.blogspot.com/[Geek Girls Sydney] group but I sneaked in to hear his other talk after listening to the http://www.markhneedham.com/blog/2008/11/26/dave-thomas-on-cloud-computing/[cloud computing one] last week. It was a much toned down presentation compared to the cloud computing one although still amusing in places. These were the parts I found most interesting: * *If you're using Selenium to test your application then you're being lazy* - he suggested that we need to define an API to make our application testable without having to go from the UI. I'm not sure where Javascript testing would fit into this - perhaps using a Javascript unit testing framework would be preferable. We had a similar discussion about acceptance testing at the http://www.markhneedham.com/blog/2008/09/14/altnet-uk-conference-20/[Alt.NET conference in London] earlier this year. I think there is still value in using Selenium to at least test the happy path cases of our application, with edge cases being tested further down. * I've never worked on a 5,000 person project but it felt to me like a lot of the ways to make this work were very *waterfall-esque* in nature. He spoke of *Architecture Driven Development* which sounded like it was drifting towards being http://en.wikipedia.org/wiki/Big_Design_Up_Front[big up front design] although with a team this large clearly quite a bit of architecture up front is going to be needed to allow progression. My (perhaps naive) question is why do we need a team with 5,000 people in it? * He spoke about *http://www.planningpoker.com/[Planning Poker] as a way to get more accurate estimates for stories* - I think he suggested a 30% improvement could be gained by doing this. http://fabiopereira.me/blog/2008/11/18/buying-features-prioritizing-with-poker-chips/[Fabio] and http://docs.google.com/View?docid=ajk9hjp2k4px_10cfgw6h[Jason] previously wrote about their experiences of using this technique on their projects. Other ideas around estimation included having a best - worst - likely case and that's not possible then at least a best - worst case. This is something we have done on a couple of my recent projects and it works reasonably well in helping to identify potentially risks. * One of the questions asked at the end queried the value of *test driven development*. Dave's response spoke about testing soon rather than first and he said he wasn't a fan of testing trivial things like accessors. I wonder what exactly is considered trivial beyond that though - I have often written code which seemed like it would be trivial and I still made mistakes which wouldn't have been caught if I hadn't written the test first. He also spoke of an Object Mentor competition they sometimes hold whereby you present your 'untestable' code and if the Object Mentor guys can't show you how to test it then they'll buy you dinner. * He spoke about needing to *perform a lean transformation on an organisation before attempting to introduce agile practices*. The idea being that you cannot change productivity and quality alone, XP/Scrum are not enough. This obviously is following the organisational transformation approach to change which has heavy backing from people at the top of organisations. From my experience, we tend to take the other approach of introducing agile at the project level and showing the improved productivity we can achieve by using this approach. Clearly not on the same scale as Dave Thomas and co. though! * It was interesting that the most important and therefore first thing that he considered vital to successful delivery is having a *continuous build server*. Without this you can't build quality into the application as well as the fact that you never know if it actually works or not. * He spoke of the idea of considering *areas of organisations that we cannot change as being an API* - you can't step across that boundary, you just have to live with it. He gave the example of systems that our application may depend on - we can't influence how they choose to develop their code but we can provide acceptance tests that they must pass. How these are passed is not up to us. Another interesting talk although I think I enjoyed the cloud one more.
null
null
[ 0.009365646168589592, -0.00028816191479563713, -0.0017213106621056795, 0.04491797834634781, 0.062266070395708084, 0.016348963603377342, 0.036559414118528366, 0.07099263370037079, 0.012706281617283821, -0.021780848503112793, -0.017215142026543617, -0.0051130568608641624, -0.06234331801533699, 0.011011693626642227, -0.036049216985702515, 0.06322365999221802, 0.0755406990647316, -0.004690082743763924, 0.03699604794383049, -0.0022998100612312555, 0.0420493483543396, 0.06455420702695847, 0.008143429644405842, 0.02538795955479145, 0.026480503380298615, 0.010698409751057625, 0.014109120704233646, 0.00227199774235487, -0.07584366947412491, -0.04526010900735855, 0.03240560367703438, 0.002804429503157735, 0.0011328880209475756, -0.011435880325734615, 0.01369108259677887, -0.010206453502178192, -0.008569867350161076, 0.036897603422403336, 0.004449704196304083, 0.026859091594815254, -0.06542060524225235, 0.044975586235523224, -0.003754053497686982, 0.016131147742271423, -0.042607150971889496, 0.02457972802221775, -0.0227621179074049, 0.010783453471958637, 0.002431487198919058, -0.0029064517002552748, -0.06460953503847122, 0.02808448113501072, -0.005653437227010727, 0.004659451078623533, -0.0053380983881652355, 0.03913788124918938, 0.028627118095755577, -0.06186550855636597, -0.004875778686255217, -0.04675644263625145, -0.0028797464910894632, -0.009314209222793579, 0.000829072087071836, 0.03166810795664787, 0.022815367206931114, -0.04424862563610077, 0.006178439129143953, 0.04244358837604523, -0.028279047459363937, 0.01761706918478012, 0.0031943190842866898, 0.01964552327990532, -0.015469345264136791, -0.02868431806564331, 0.01710432767868042, -0.06791695952415466, -0.011212347075343132, 0.06155330315232277, 0.03309638798236847, 0.02649623155593872, -0.02835935726761818, 0.015117187984287739, 0.012289910577237606, 0.030147921293973923, -0.02104651927947998, -0.03636665269732475, -0.006410325411707163, -0.024920158088207245, -0.061035338789224625, 0.06710772961378098, 0.016752038151025772, -0.05340883508324623, 0.04500320181250572, 0.05114753171801567, 0.0011709204409271479, 0.026844605803489685, 0.02094494365155697, 0.01122468151152134, -0.01611517369747162, -0.024866275489330292, -0.021398384124040604, -0.017614461481571198, -0.011143653653562069, -0.013528049923479557, -0.07413782179355621, -0.003966953605413437, 0.000423586432589218, -0.011600889265537262, -0.009283162653446198, 0.00792862381786108, -0.02400117740035057, 0.017907867208123207, -0.012192175723612309, -0.0002669922832865268, -0.06991938501596451, 0.07931911945343018, -0.022998087108135223, -0.06851408630609512, -0.01782756857573986, -0.00006821349961683154, 0.04777868092060089, 0.038243308663368225, -0.009648602455854416, 0.08016711473464966, 0.01212779339402914, 0.02446777932345867, -0.02742229960858822, 0.044434282928705215, 0.0037441414315253496, -0.0671149492263794, 0.014830885455012321, 0.0666239857673645, -0.022879038006067276, -0.01078138966113329, -0.0042649079114198685, -0.02316235937178135, 0.022375453263521194, 0.001230114372447133, 0.037686970084905624, 0.03709223121404648, -0.015804732218384743, -0.0418916679918766, 0.02683364599943161, 0.03353334590792656, 0.028952831402420998, -0.009256831370294094, 0.022369850426912308, -0.04150889813899994, -0.04516325518488884, -0.014506783336400986, -0.002634030068293214, 0.021070457994937897, -0.019082186743617058, -0.04335847869515419, 0.05392495542764664, 0.08701252937316895, 0.041645485907793045, 0.008952158503234386, -0.01277941931039095, 0.021610798314213753, 0.028734449297189713, 0.027971502393484116, 0.019606512039899826, 0.030297748744487762, 0.007730658631771803, 0.0011646493803709745, 0.0011267891386523843, 0.027247479185461998, 0.023695603013038635, 0.026825420558452606, -0.07022681832313538, -0.04443167522549629, 0.0441853404045105, -0.044717755168676376, -0.03252292796969414, 0.05722009763121605, 0.08753097057342529, 0.021512553095817566, 0.029969407245516777, 0.008639908395707607, -0.0830247774720192, 0.013441674411296844, 0.0372442826628685, 0.016801901161670685, 0.02803940325975418, -0.025254402309656143, 0.06028955802321434, 0.01795300655066967, 0.006043634377419949, 0.04539186507463455, -0.07224322110414505, -0.09276154637336731, 0.0005152997327968478, -0.018785223364830017, 0.0567915253341198, -0.010668481700122356, 0.01143223512917757, 0.045214202255010605, 0.00885284785181284, 0.04999363422393799, 0.027829298749566078, -0.00787780899554491, 0.03043258748948574, -0.04104724898934364, -0.03758437559008598, 0.04710394889116287, 0.04895872250199318, -0.013519605621695518, -0.06757300347089767, 0.0076029072515666485, -0.006756576243788004, -0.020271174609661102, 0.02740505151450634, -0.02242158353328705, 0.029308674857020378, 0.006522453855723143, 0.05047795921564102, -0.03668197989463806, 0.0501927025616169, -0.06633246690034866, 0.003702841466292739, -0.003588451538234949, -0.006562517955899239, 0.013966897502541542, 0.017564956098794937, 0.09913283586502075, 0.0681709572672844, -0.054052043706178665, -0.01950165629386902, 0.011890141293406487, 0.011660809628665447, -0.03457960858941078, -0.015888093039393425, -0.010802801698446274, 0.008551428094506264, -0.012642201036214828, -0.03154909610748291, -0.049476660788059235, 0.03500991314649582, -0.0552389994263649, 0.02086249738931656, 0.05144670605659485, -0.0058144461363554, 0.06082877889275551, -0.012982889078557491, -0.01922803930938244, -0.009475774131715298, -0.023638885468244553, -0.025504551827907562, 0.006580598186701536, 0.0017602028092369437, -0.017186159268021584, 0.03722095862030983, -0.02828928641974926, -0.03045847825706005, -0.03801051527261734, -0.02128514274954796, 0.015616918914020061, 0.051788583397865295, 0.053206127136945724, -0.023066356778144836, 0.0664873868227005, 0.007614910136908293, 0.026077134534716606, 0.029680604115128517, -0.0397535115480423, -0.04239553213119507, -0.03409186005592346, 0.009199166670441628, 0.017974961549043655, 0.004616871941834688, 0.010919398628175259, 0.018524950370192528, -0.012640243396162987, -0.010031696408987045, -0.04130285605788231, 0.01887810230255127, 0.0005263844504952431, -0.024658316746354103, -0.01759098283946514, -0.021984310820698738, 0.05279640108346939, -0.036621492356061935, -0.003632396925240755, -0.006237377878278494, -0.056539084762334824, 0.04008536785840988, -0.08632855862379074, -0.04843107983469963, -0.0041351718828082085, 0.028143996372818947, 0.033068615943193436, -0.025649860501289368, 0.017828281968832016, 0.06566493958234787, 0.018251493573188782, 0.03215097635984421, -0.012212502770125866, -0.019772332161664963, 0.03580724820494652, 0.008573255501687527, -0.013297686353325844, 0.04265894368290901, 0.007030889391899109, -0.00009155363659374416, -0.05966367572546005, 0.05564609542489052, -0.03840967267751694, -0.3018730878829956, 0.038693882524967194, -0.0019530775025486946, -0.036773931235075, 0.016510963439941406, 0.009805270470678806, -0.01579473167657852, -0.04783562198281288, -0.012368850409984589, 0.008709985762834549, -0.04942910745739937, -0.05124931409955025, -0.016476519405841827, 0.04699654504656792, 0.017372889444231987, 0.024495022371411324, 0.03747617080807686, -0.03295791521668434, 0.01960078999400139, 0.031356580555438995, -0.021989816799759865, -0.06754001975059509, 0.01821749098598957, 0.029663631692528725, 0.051406148821115494, 0.06220707297325134, -0.08496987074613571, 0.03231317922472954, -0.04618926718831062, 0.014616331085562706, 0.024344883859157562, 0.005524152889847755, -0.012650645337998867, -0.015575604513287544, -0.02039254829287529, 0.017599748447537422, 0.05119302123785019, -0.009464091621339321, -0.009349334985017776, 0.0003230846195947379, -0.011766966432332993, -0.041770488023757935, -0.0104912631213665, 0.025470813736319542, 0.06630437821149826, -0.010898462496697903, -0.08472363650798798, -0.002977581461891532, -0.03391736000776291, 0.06772724539041519, -0.026388244703412056, -0.014627600088715553, -0.02425968460738659, 0.05741654708981514, -0.011732191778719425, -0.024972811341285706, -0.017631500959396362, -0.007272941526025534, -0.04439566284418106, -0.020688965916633606, -0.010224001482129097, -0.0348438061773777, -0.02126636728644371, -0.044461753219366074, 0.013514970429241657, -0.05695272982120514, -0.05240297690033913, -0.008893848396837711, 0.09215638041496277, 0.0026799009647220373, -0.025266561657190323, 0.016186702996492386, -0.009333188645541668, -0.0992874950170517, 0.015841679647564888, 0.010362137109041214, -0.0199261661618948, -0.0052435314282774925, 0.018982231616973877, 0.057203199714422226, -0.015942787751555443, -0.06281936913728714, 0.0217959675937891, -0.0010288450866937637, 0.026000428944826126, -0.004797022324055433, 0.03571409359574318, 0.021868489682674408, -0.01149959210306406, 0.016360748559236526, 0.06692137569189072, -0.018896153196692467, -0.027119027450680733, -0.028103450313210487, 0.06552150845527649, 0.01997644640505314, 0.029692260548472404, -0.009881878271698952, -0.001863058190792799, 0.03334230184555054, -0.019493671134114265, -0.05477380380034447, 0.02772417664527893, -0.019191306084394455, 0.013344583101570606, -0.012383132241666317, -0.03189116343855858, 0.005223675165325403, 0.04147405922412872, 0.03451074659824371, -0.00808282382786274, -0.03539206460118294, 0.007531703449785709, -0.05717797577381134, -0.038260068744421005, -0.008261742070317268, 0.004614107310771942, 0.04152947664260864, -0.026779303327202797, -0.0009615251328796148, -0.04573728144168854, 0.008337652310729027, -0.011744706891477108, -0.010001075454056263, -0.04683640971779823, 0.0002841795503627509, -0.025321366265416145, -0.012192131951451302, 0.03007131814956665, 0.010903911665081978, -0.017827734351158142, 0.048667166382074356, 0.008740529417991638, -0.02552368864417076, 0.009948251768946648, -0.019030394032597542, -0.05040385201573372, -0.015905745327472687, 0.008769894950091839, -0.015571064315736294, 0.011367397382855415, 0.032011859118938446, 0.004844239447265863, 0.02388988435268402, 0.031039748340845108, 0.033819667994976044, -0.0014373303856700659, -0.0039247930981218815, 0.024498572573065758, -0.002147265477105975, -0.0011744295479729772, -0.0942591205239296, 0.015129870735108852, -0.04148160666227341, -0.04980067163705826, -0.027283694595098495, 0.046068962663412094, -0.0017928651068359613, -0.02793116681277752, -0.004057307727634907, -0.011693248525261879, -0.05254137143492699, -0.044389016926288605, -0.01510567869991064, 0.028800003230571747, 0.049813736230134964, -0.010263819247484207, 0.000776370579842478, -0.02042323537170887, -0.025357404723763466, 0.011641358956694603, 0.024846544489264488, -0.03539450466632843, 0.006643266882747412, 0.010797029361128807, 0.0009956557769328356, -0.0025594753678888083, -0.022456152364611626, 0.059187378734350204, 0.03762156888842583, 0.007995499297976494, -0.03417729213833809, -0.007830450311303139, 0.03036930225789547, 0.05177145451307297, 0.015452909283339977, -0.011439409106969833, 0.00689092418178916, -0.013844038359820843, -0.0030278426129370928, -0.03384293243288994, -0.015832290053367615, 0.007565508130937815, 0.015225404873490334, -0.029623765498399734, -0.08250729739665985, 0.06283179670572281, 0.006232498679310083, 0.023574816063046455, 0.010908960364758968, -0.004039745777845383, -0.013766340911388397, -0.037792935967445374, 0.028466926887631416, 0.06382621079683304, -0.07836135476827621, 0.01136018056422472, -0.006084390450268984, 0.0018023567972704768, -0.008153880946338177, -0.011539909988641739, -0.050801489502191544, -0.034440409392118454, -0.03017503209412098, -0.0023609939962625504, -0.050009243190288544, -0.018031243234872818, -0.00894142221659422, 0.005085865035653114, -0.02442232146859169, -0.02230015955865383, -0.0006253605824895203, -0.02317599020898342, -0.025690434500575066, -0.02961777336895466, 0.005585647188127041, -0.04381350427865982, -0.019542591646313667, -0.01343286968767643, -0.03722737729549408, 0.002936586970463395, -0.0274503193795681, -0.00815755594521761, 0.027529966086149216, -0.025117052718997, 0.0031104483641684055, -0.015106589533388615, -0.010370786301791668, 0.004966397304087877, 0.053409282118082047, -0.0037386049516499043, -0.027288855984807014, -0.048263877630233765, -0.013235819526016712, -0.04881126061081886, 0.009458345361053944, -0.043552957475185394, 0.004798354580998421, 0.03197528421878815, 0.05894725024700165, 0.025718769058585167, 0.026729892939329147, -0.001367951394058764, -0.014200253412127495, 0.03831735998392105, -0.08144664019346237, -0.019344907253980637, -0.03093750588595867, -0.07305464893579483, -0.008527478203177452, -0.014114073477685452, 0.018064485862851143, -0.0172559916973114, 0.035880424082279205, 0.015950029715895653, 0.03840586543083191, 0.011163699440658092, -0.03429077938199043, 0.031336087733507156, -0.06722790002822876, 0.015378386713564396, -0.07191723585128784, -0.009965500794351101, 0.02869919128715992, 0.012812578119337559, -0.00330076995305717, 0.017886251211166382, -0.03950418531894684, 0.04277472198009491, -0.05544246360659599, -0.020672930404543877, 0.04544556885957718, -0.01259381603449583, -0.014911439269781113, 0.005539502948522568, -0.0845872089266777, 0.04109577834606171, 0.033787984400987625, -0.03268728032708168, -0.014947907999157906, 0.0008188890642486513, 0.02932775765657425, -0.0015255152247846127, 0.027646658942103386, -0.042076218873262405, -0.012148823589086533, 0.07134267687797546, -0.0036439159885048866, -0.017111221328377724, 0.03488551080226898, -0.009382144547998905, 0.04209449514746666, 0.04451676830649376, 0.03130881115794182, -0.00536720035597682, 0.002408892847597599, -0.0015224477974697948, -0.05135738104581833, 0.021591337397694588, 0.02101954072713852, -0.02225811406970024, -0.023766905069351196, 0.058656707406044006, 0.037373028695583344, -0.043296992778778076, -0.03855059668421745, 0.013212845660746098, -0.06556686758995056, 0.008822066709399223, -0.022030116990208626, -0.023439660668373108, -0.03545486181974411, 0.04179024323821068, -0.007559083867818117, 0.01996104046702385, 0.07193022221326828, 0.01760229654610157, -0.014059111475944519, -0.02876187302172184, 0.09226240962743759, 0.07501246780157089, 0.04250229895114899, 0.016618845984339714, 0.06754421442747116, -0.03064306452870369, -0.04867991432547569, 0.028472289443016052, -0.0032786878291517496, -0.032181624323129654, -0.03606677055358887, 0.04442385956645012, 0.06109737604856491, -0.0025056980084627867, 0.06413482129573822, -0.01490821409970522, -0.011537846177816391, 0.006166235078126192, 0.04489375650882721, 0.009919601492583752, 0.06253202259540558, -0.0010528464335948229, -0.004406210035085678, -0.019617464393377304, -0.032099030911922455, 0.018694844096899033, -0.05118748918175697, -0.03669358417391777, 0.03632799908518791, -0.001722788903862238, 0.025576449930667877, 0.009713397361338139, 0.0343877412378788, 0.08791927248239517, -0.02949616312980652, 0.03405219689011574, -0.014459572732448578, 0.016922561451792717, -0.00037389565841294825, 0.00926533155143261, -0.024802707135677338, -0.028896460309624672, -0.00818592682480812, -0.02874675765633583, -0.016923753544688225, -0.002277499297633767, -0.030404729768633842, 0.057351984083652496, -0.027338331565260887, 0.004218702670186758, 0.03198836371302605, 0.005692698061466217, -0.04371815547347069, -0.051256973296403885, -0.04103356599807739, -0.03853398561477661, -0.0442671962082386, -0.02676464430987835, 0.04262097552418709, -0.012314213439822197, -0.03299623355269432, -0.006386216729879379, -0.03268810734152794, -0.009596694260835648, 0.04152907058596611, -0.05521930381655693, -0.04234097898006439, 0.02677079290151596, 0.0009352994966320693, 0.023095574229955673, 0.030434204265475273, 0.04924721643328667, -0.008850961923599243, -0.01803363673388958, -0.03541025519371033, 0.004139089025557041, 0.015813831239938736, 0.012765402905642986, 0.027195606380701065, -0.08820436894893646, 0.028652288019657135, 0.024698520079255104, -0.015500519424676895, -0.046168744564056396, 0.03486427292227745, 0.004180015530437231, 0.0014141221763566136, 0.059778302907943726, 0.0038549918681383133, 0.018948819488286972, -0.04560275375843048, -0.029705461114645004, 0.004065998829901218, -0.002952357055619359, 0.04919148609042168, 0.0077299498952925205, 0.0973861962556839, 0.029528604820370674, -0.0102156363427639, -0.03844648599624634, 0.014034342020750046, 0.0026530190370976925, 0.003720264881849289, -0.018463315442204475, -0.04159309342503548, -0.03717811405658722, -0.06330365687608719, -0.015544077381491661, 0.009127788245677948, -0.01557553093880415, -0.024334097281098366, 0.03609957918524742, 0.005715039558708668, -0.037444088608026505, 0.01886088028550148, -0.05753817409276962, 0.02668633870780468, -0.028093475848436356, -0.01897413283586502, 0.0036678242031484842, 0.005297995172441006, -0.004114373121410608, -0.010965813882648945, 0.03735028952360153, -0.053473785519599915, 0.00897279940545559, 0.011676372960209846, 0.01463586837053299, 0.032998472452163696, 0.029870713129639626, -0.019557656720280647 ]
[ -0.10451798886060715, -0.0001884504163172096, -0.03969796746969223, -0.04330527409911156, 0.038830943405628204, -0.02158522605895996, -0.04035001993179321, 0.032099705189466476, -0.025675659999251366, -0.011312035843729973, 0.01533263549208641, -0.0037958959583193064, -0.004985243082046509, -0.005350217223167419, 0.07526238262653351, 0.01540833618491888, 0.00048178338329307735, -0.10598532110452652, 0.0013704862212762237, 0.04664365574717522, 0.02588689513504505, -0.026385292410850525, -0.04132430627942085, -0.03093208186328411, -0.004239537753164768, 0.01919098012149334, 0.03429209068417549, -0.0401647686958313, 0.024952324107289314, -0.17257003486156464, -0.007881561294198036, 0.010785437189042568, 0.06576711684465408, -0.004290769342333078, 0.020114492624998093, 0.04076728597283363, 0.03320356458425522, -0.017284592613577843, -0.04017769917845726, 0.029852518811821938, 0.0118095139041543, 0.015160288661718369, -0.045738253742456436, -0.006365313660353422, 0.04374153912067413, 0.002550252713263035, 0.002858232008293271, -0.06336427479982376, -0.03900624066591263, 0.018661579117178917, -0.041935354471206665, -0.03248826414346695, -0.01238042488694191, -0.03545753285288811, -0.005991016514599323, 0.02144991047680378, 0.0036023943684995174, 0.06417256593704224, -0.0113493287935853, 0.008572008460760117, 0.009153114631772041, -0.021565988659858704, -0.12067234516143799, 0.08839187026023865, 0.06096700206398964, 0.036447715014219284, -0.05643420293927193, -0.048039231449365616, 0.006875530816614628, 0.0973735824227333, 0.04450320452451706, -0.024344082921743393, -0.02498251013457775, 0.018699070438742638, 0.019364936277270317, 0.01499988418072462, 0.011644563637673855, 0.013322168029844761, 0.03170404210686684, -0.05727577209472656, -0.03046177327632904, -0.03504977375268936, -0.00825592316687107, 0.01148685347288847, -0.053928978741168976, 0.015992242842912674, -0.027490172535181046, 0.08403919637203217, -0.001009071827866137, 0.02962311916053295, 0.03766543045639992, 0.005676555447280407, 0.04622160270810127, 0.004291560035198927, -0.07200390100479126, -0.015996357426047325, 0.009216111153364182, 0.023533150553703308, -0.06754682213068008, 0.4856719970703125, -0.021835947409272194, -0.01648111082613468, 0.07892785221338272, 0.025897791609168053, -0.008123624138534069, -0.0006900709704495966, 0.029590964317321777, -0.055089715868234634, 0.028717121109366417, -0.01734381727874279, 0.027727879583835602, 0.034190159291028976, 0.08066844195127487, -0.026436349377036095, -0.010123927146196365, 0.019395414739847183, 0.013743234798312187, 0.0319620743393898, -0.005255608819425106, -0.003582778386771679, 0.011594031006097794, 0.027055323123931885, 0.04740595817565918, -0.007350295316427946, -0.015355993062257767, -0.007069561630487442, 0.0023508332669734955, 0.0498025044798851, 0.017551569268107414, 0.004171501845121384, 0.054846495389938354, -0.04661210626363754, -0.04119698703289032, 0.010318128392100334, 0.01578865759074688, 0.0018969934899359941, 0.04696086049079895, -0.019714809954166412, 0.0019584777764976025, 0.046095382422208786, 0.001600739429704845, -0.0014095144579187036, 0.044051747769117355, -0.04047664999961853, -0.022460943087935448, 0.08754254132509232, 0.043556246906518936, -0.017941497266292572, -0.00907567422837019, -0.016978977248072624, 0.0033651639241725206, 0.03485880047082901, -0.0004939611535519361, -0.05485725402832031, 0.02624061331152916, -0.007640312425792217, 0.07920535653829575, 0.0036964905448257923, -0.05329049751162529, 0.01123472023755312, -0.006998091470450163, -0.00976499728858471, -0.041102614253759384, 0.04005395993590355, 0.060554664582014084, -0.11879321187734604, -0.024627722799777985, 0.012912418693304062, 0.02571234107017517, -0.05778594687581062, -0.018551547080278397, 0.017487015575170517, -0.0404997244477272, -0.0178145170211792, 0.06890442222356796, -0.05040666088461876, -0.029331261292099953, 0.037645407021045685, 0.037933263927698135, 0.02005465142428875, 0.005688643082976341, 0.0074094561859965324, -0.02600039355456829, -0.008524836972355843, -0.04279811680316925, -0.06896284222602844, -0.02516854554414749, -0.01906013861298561, -0.04339510574936867, -0.00894604716449976, -0.02983391098678112, -0.018408065661787987, -0.0742788165807724, 0.0923772007226944, -0.013583935797214508, -0.03573793172836304, 0.009681149385869503, -0.015336920507252216, -0.025738822296261787, -0.01422071922570467, -0.038785576820373535, 0.009164640679955482, -0.02202492021024227, 0.034354131668806076, -0.06525150686502457, 0.026402268558740616, 0.06371767073869705, -0.04200263321399689, 0.09164165705442429, 0.07343973219394684, -0.05129638686776161, -0.04216904938220978, 0.05266273766756058, 0.04140492156147957, 0.021593080833554268, -0.010954225435853004, 0.012085163965821266, 0.0068954708985984325, 0.01067512109875679, 0.019131507724523544, -0.02313755825161934, 0.018034063279628754, -0.0432070828974247, -0.33007559180259705, -0.034156929701566696, -0.022484317421913147, -0.016352413222193718, 0.011021479032933712, -0.041460707783699036, 0.034081824123859406, -0.01127813383936882, -0.008877471089363098, 0.027936197817325592, 0.045757390558719635, -0.0002313722507096827, 0.011679631657898426, -0.08484777808189392, -0.017178526148200035, -0.0019093356095254421, -0.015555636957287788, -0.023817244917154312, -0.032147686928510666, -0.0034350331407040358, 0.010005036368966103, 0.0188200194388628, -0.03150869905948639, -0.06624490767717361, -0.028360404074192047, -0.05640232563018799, 0.10084323585033417, 0.015078808180987835, 0.10355698317289352, -0.027112707495689392, 0.028089137747883797, -0.0011967887403443456, 0.036091696470975876, -0.10940195620059967, 0.011913941241800785, -0.008202304132282734, 0.024334032088518143, -0.025099927559494972, 0.022464938461780548, -0.041171807795763016, -0.07151186466217041, 0.010823672637343407, -0.06700507551431656, -0.06153832748532295, -0.04634183645248413, 0.002498476766049862, -0.02486337162554264, -0.05844108387827873, -0.03979374095797539, 0.06053204461932182, 0.0007733703241683543, -0.012584017589688301, 0.03569497913122177, 0.007422448601573706, -0.021457962691783905, -0.017628824338316917, -0.07070892304182053, -0.01512133702635765, 0.006645495072007179, 0.016037482768297195, 0.018350139260292053, 0.060921184718608856, 0.010087202303111553, -0.04459500312805176, 0.0002983813756145537, 0.021241996437311172, 0.01915050484240055, -0.006478607188910246, 0.05151327699422836, -0.0242840014398098, -0.013352563604712486, 0.08362338691949844, 0.01101204939186573, 0.00047277045086957514, 0.01425942312926054, 0.026839077472686768, 0.0034340776037424803, 0.015022201463580132, 0.02444322779774666, -0.007795675657689571, 0.012292343191802502, -0.023583712056279182, 0.046267714351415634, -0.019584178924560547, -0.010112838819622993, 0.053145889192819595, -0.018656333908438683, -0.05374373123049736, 0.04285602271556854, 0.015000805258750916, -0.02754177153110504, 0.0012471972731873393, -0.028574228286743164, -0.052025675773620605, 0.08345814049243927, -0.007420951500535011, -0.22037063539028168, 0.001867198385298252, 0.06049203872680664, 0.0320320688188076, -0.03235362470149994, 0.03488536551594734, 0.030684009194374084, -0.06843075901269913, 0.001903835218399763, 0.046833962202072144, 0.025808537378907204, 0.02523602731525898, 0.0026625124737620354, -0.02753109112381935, 0.06929127126932144, 0.004290600307285786, 0.027990277856588364, 0.01699073240160942, 0.028881577774882317, -0.005563339684158564, -0.006934043485671282, 0.0006224883836694062, 0.12845656275749207, -0.003635299624875188, 0.024509310722351074, 0.035257115960121155, -0.0012927362695336342, 0.019256168976426125, 0.062079932540655136, -0.001639063935726881, -0.009632615372538567, -0.020182117819786072, 0.022687407210469246, -0.01651700586080551, -0.0038636946119368076, -0.10405939817428589, -0.03154119849205017, 0.02727784775197506, 0.015517112798988819, 0.003147198585793376, 0.021842986345291138, -0.01826811209321022, -0.003786541288718581, 0.03786448761820793, 0.057908978313207626, 0.02206376940011978, 0.012888802215456963, -0.047036685049533844, -0.03826809674501419, 0.002829001983627677, -0.05443344637751579, -0.05140553414821625, 0.013807212933897972, -0.004667324014008045, 0.006297868210822344, 0.08278406411409378, 0.03259606659412384, -0.021418122574687004, -0.01597737893462181, -0.01819310151040554, -0.013606743887066841, -0.024041935801506042, 0.09965237975120544, 0.03273889049887657, 0.03807085379958153 ]
[ 0.0017396440962329507, 0.02779272571206093, 0.004884135909378529, 0.021016810089349747, -0.007909469306468964, -0.013616086915135384, 0.002116180257871747, -0.008942006155848503, 0.017761042341589928, -0.006731378845870495, -0.024121137335896492, 0.010732302442193031, 0.037499986588954926, -0.038650039583444595, 0.037473440170288086, 0.012708925642073154, 0.028936142101883888, -0.031819771975278854, 0.031712934374809265, 0.0260914359241724, -0.019143741577863693, -0.002568158321082592, -0.010213365778326988, 0.003559974953532219, 0.00922625046223402, 0.03279436379671097, -0.005445548798888922, 0.0026614104863256216, 0.005233531352132559, -0.13326174020767212, -0.03793333098292351, -0.0064169117249548435, 0.004959749057888985, 0.020741626620292664, -0.0007584092090837657, 0.001892971689812839, -0.0118550481274724, 0.004796626046299934, -0.017057092860341072, 0.004150972701609135, 0.0032012048177421093, -0.015750523656606674, -0.0177802424877882, -0.0027729165740311146, -0.008205704391002655, 0.0003539237950462848, -0.0032844897359609604, -0.04148680344223976, -0.03220842033624649, 0.022878358140587807, -0.044974084943532944, -0.029977602884173393, -0.010759832337498665, -0.001011102576740086, -0.03518605977296829, -0.013161398470401764, 0.0027551755774766207, -0.003838182194158435, 0.021847084164619446, 0.0011750487610697746, 0.01670692302286625, -0.034006472676992416, -0.02260473370552063, -0.004204121883958578, -0.010608207434415817, -0.01288732048124075, -0.020794924348592758, 0.008690405637025833, -0.04938272386789322, 0.00934755988419056, 0.027920613065361977, -0.011044703423976898, -0.01200349722057581, -0.01908620074391365, 0.02685668133199215, 0.006540142465382814, 0.013018541038036346, -0.024219568818807602, 0.03086397424340248, -0.0015057006385177374, -0.04771342873573303, 0.011968650855123997, -0.016313668340444565, 0.027478137984871864, -0.030951911583542824, 0.043067872524261475, 0.03947808966040611, 0.006491092499345541, -0.0041976687498390675, -0.020538974553346634, -0.010726560838520527, 0.026420017704367638, -0.006974374875426292, 0.019276533275842667, -0.07296476513147354, -0.016724087297916412, -0.0220692940056324, -0.022892950102686882, -0.00255781807936728, 0.8534181118011475, -0.006663228385150433, 0.030252525582909584, 0.03832515701651573, 0.013668777421116829, -0.009991193190217018, 0.0026644503232091665, 0.009119143709540367, -0.012339085340499878, 0.006097455974668264, -0.06796077638864517, 0.01829908974468708, 0.013684294186532497, 0.037821583449840546, 0.025730222463607788, 0.025201579555869102, 0.019435638561844826, 0.015193797647953033, 0.010114341042935848, -0.006905589252710342, 0.004005827009677887, 0.04840541630983353, -0.0024617041926831007, -0.00006014364771544933, -0.003021645825356245, 0.008884978480637074, -0.1588583141565323, -0.008005593903362751, -8.296287949166397e-33, 0.05010581389069557, -0.02710328996181488, 0.018411384895443916, 0.004830766934901476, 0.04239945113658905, 0.00756747554987669, 0.06671250611543655, 0.03075098805129528, -0.03281321004033089, -0.016392309218645096, -0.0164186954498291, -0.00036426796577870846, 0.018845461308956146, -0.036977581679821014, 0.03462418168783188, -0.012342515401542187, -0.02345322072505951, 0.028960205614566803, 0.011913389898836613, 0.009690631181001663, 0.054552093148231506, 0.009818494319915771, -0.01924201287329197, -0.00205605779774487, -0.026645127683877945, 0.017423398792743683, 0.034006115049123764, 0.029744518920779228, 0.011338671669363976, -0.050662752240896225, -0.03204360604286194, 0.026325426995754242, -0.024833131581544876, -0.02533370442688465, 0.012984978966414928, -0.023967914283275604, -0.03180864453315735, 0.02627727948129177, -0.011047527194023132, 0.0027968576177954674, -0.05000662803649902, -0.006023908033967018, -0.04499237239360809, -0.026562301442027092, -0.03616040572524071, 0.009706246666610241, 0.006477395538240671, -0.008262943476438522, 0.020298507064580917, -0.009554663673043251, -0.003041644347831607, 0.014396519400179386, 0.019746799021959305, 0.00846892036497593, -0.027266530320048332, 0.00803690031170845, 0.015250630676746368, 0.006857411470264196, -0.006441054400056601, 0.04753147438168526, -0.006741700693964958, -0.023437242954969406, -0.023997336626052856, 0.017127668485045433, -0.06109621003270149, -0.002542346715927124, 0.016882281750440598, 0.01262565515935421, 0.016770338639616966, -0.022410811856389046, -0.013836188241839409, 0.017925690859556198, -0.00934382900595665, 0.0018790956819429994, 0.008086328394711018, -0.02259458228945732, -0.024251017719507217, 0.05320309102535248, -0.01864534430205822, 0.022814514115452766, 0.008993121795356274, -0.013634522445499897, -0.012461860664188862, -0.04042108356952667, -0.020572105422616005, 0.02213278040289879, 0.012951475568115711, -0.0028889167588204145, -0.0012412945507094264, 0.019413329660892487, 0.010818489827215672, -0.024927396327257156, 0.016528701409697533, -0.03185432776808739, -0.01802987977862358, 8.705810344525712e-33, -0.030160054564476013, -0.028456078842282295, -0.03660055249929428, 0.018735915422439575, 0.04885588213801384, -0.01543342787772417, 0.04492631182074547, -0.003989884629845619, -0.04727555811405182, 0.04561319202184677, -0.00382895115762949, 0.020325500518083572, -0.009113547392189503, 0.037909843027591705, 0.03157419711351395, -0.006857117172330618, 0.008698273450136185, -0.06026029214262962, 0.03816845268011093, -0.0021256529726088047, 0.024104371666908264, 0.0018720062216743827, -0.002842051675543189, 0.010109920054674149, 0.03168033808469772, 0.0716712549328804, -0.03484588861465454, 0.007885097526013851, 0.019956404343247414, -0.006208985578268766, -0.01587812229990959, -0.020394718274474144, 0.005898682400584221, 0.018527496606111526, 0.004475493915379047, 0.00944414921104908, -0.017156321555376053, -0.013712430372834206, 0.003577828872948885, 0.011232669465243816, -0.015467673540115356, -0.004852296784520149, 0.020913440734148026, 0.05792456865310669, 0.04039807245135307, 0.04478536546230316, -0.005813108757138252, -0.01037763711065054, -0.02280842699110508, 0.005279889330267906, -0.005901789292693138, 0.03964114561676979, -0.0001448033144697547, -0.004883013665676117, 0.002644279506057501, -0.03977534919977188, -0.030909685418009758, -0.000005148553100298159, -0.016451524570584297, 0.004984365310519934, -0.02324538119137287, -0.0029207956977188587, -0.005344382952898741, 0.020872365683317184, -0.016891369596123695, 0.009088428691029549, 0.001807810622267425, -0.0038920107763260603, -0.017068173736333847, -0.017237992957234383, -0.041069913655519485, 0.005644431337714195, 0.0130836870521307, 0.036237407475709915, 0.011012151837348938, -0.03468896821141243, -0.021095555275678635, 0.020346632227301598, -0.0009868696797639132, 0.03517499938607216, -0.007080016657710075, 0.015534450300037861, 0.017236337065696716, -0.014066684059798717, -0.00901075080037117, 0.017129287123680115, 0.009073739871382713, 0.027954211458563805, -0.006196525413542986, 0.007145252078771591, -0.03454472869634628, -0.025359798222780228, 0.016931982710957527, 0.005103974603116512, 0.0005442291148938239, -1.3734115178465345e-8, -0.023621495813131332, 0.0029468361753970385, -0.01768055185675621, -0.003718515858054161, 0.02898607961833477, -0.002098304918035865, 0.007301704492419958, 0.030342232435941696, -0.0013717859983444214, 0.01692018285393715, 0.04415744170546532, -0.04992266371846199, -0.01627018116414547, 0.016698194667696953, 0.0053687733598053455, -0.05434597283601761, 0.0009036334813572466, -0.004307277500629425, 0.0427263118326664, -0.0020793911535292864, 0.04330182448029518, 0.05236591398715973, -0.0072432346642017365, 0.025783397257328033, 0.025854511186480522, 0.006210215389728546, -0.016974126920104027, -0.07125228643417358, -0.01878909394145012, 0.011098125018179417, -0.022944340482354164, -0.043108705431222916, -0.011168104596436024, 0.010397400707006454, -0.014537152834236622, -0.03075900487601757, 0.02116464450955391, 0.033376775681972504, 0.027719104662537575, 0.017270494252443314, -0.02191152237355709, 0.007514186669141054, -0.013015158474445343, -0.03910445421934128, -0.020190702751278877, -0.00472177192568779, -0.04262516647577286, -0.019302232190966606, 0.026931146159768105, -0.06329590827226639, -0.012306740507483482, -0.03056035377085209, 0.029676632955670357, 0.03500400111079216, 0.026885200291872025, 0.006069563329219818, 0.006265959702432156, -0.03493531048297882, -0.01644403487443924, 0.007854606956243515, -0.009752707555890083, 0.036738935858011246, 0.00010725034371716902, -0.016166266053915024 ]
dave-thomas-on-managing-lean-and-agile-in-large-software-development
https://markhneedham.com/blog/2008/12/05/dave-thomas-on-managing-lean-and-agile-in-large-software-development
false
2008-12-02 21:18:54
What are your personal practices?
[ "coding" ]
[ "Coding", "Software Development" ]
I've been reviewing http://apprenticeship.oreilly.com/wiki[Apprenticeship Patterns] over the last week or so and one of the cool ideas I came across is that of creating a http://www.xpdeveloper.net/xpdwiki/Wiki.jsp?page=PersonalPracticesMap[Personal Practices Map]. The idea is that you draw up a list of your 10 most important practices for coding and design and draw out any relationships between them. This is mine as of now: image::{{<siteurl>}}/uploads/2008/12/personal-practices.jpg[personal-practices.jpg] I wouldn't say I follow all of these all the time, but they are the practices that I try to follow whenever possible. Why these? * *Separation of concerns* - code is much easier to test and understand when everything is in the right place. * *Keep behaviour with data* - again makes the code easier to understand but also makes it easier to change later on as the code is in nice cohesive units. * *Intention revealing methods* - should be able to tell what the code does without having to go into the method to work it out. Makes browsing of code much quicker. * +++<strong>+++Compose Method +++</strong>+++- the best way to make code more readable from my experience. Helps keep methods short and easy to follow. * *Keep it simple* - don't do something clever when something simple solves the same problem. Easier said than done. * *Avoid debugger* - the debugger is invaluable when tracing through 3rd party code but with our own code we should test it well enough that we don't need to use the debugger often. Ideas like the http://www.markhneedham.com/blog/2008/11/21/saff-squeeze-first-thoughts/[Saff Squeeze] can help achieve this. * *Short feedback loops* - keeping the steps as small as possible whatever we are doing is vital for making progress I've found. Every time I try to be clever and do two things in one step it ends up taking much more time than taking small steps would have done. * *Always test first* - I wrote last week about the http://www.markhneedham.com/blog/2008/11/28/tdd-suffering-from-testing-last/[pain of testing last] and writing code without having a test to verify whether what you've done actually works is something I find very difficult. Code without tests to tell us whether it actually does what we want it to is a disaster waiting to happen in my book. * *Understand how it fits together* - Understanding how different parts of a design fit together is important for knowing how to solve any problems that pop up and also useful for understanding the big picture and why certain decisions were made. * *Learning by teaching* - I've found this is the most effective method for knowing whether you truly understand something or not. Having to explain it to someone else requires you to not only understand something but be able to articulate it in a way that someone else can understand.
null
null
[ 0.03849343582987785, 0.00448158523067832, 0.00952563900500536, 0.02806350588798523, 0.08687122166156769, 0.014056554064154625, 0.02916504628956318, 0.013709768652915955, 0.026905231177806854, -0.042943909764289856, -0.03367651253938675, -0.005135657731443644, -0.05055960267782211, -0.005751194432377815, -0.03275275230407715, 0.06455706804990768, 0.07104556262493134, 0.00012073042307747528, 0.02120349556207657, 0.0037689905147999525, 0.02086803875863552, 0.06523460149765015, -0.00869444664567709, 0.02406386099755764, 0.018792178481817245, 0.030557744204998016, 0.01330601330846548, -0.006562508642673492, -0.06946533918380737, 0.003172168741002679, 0.0356953963637352, 0.01571269892156124, 0.03285687044262886, -0.013794079422950745, 0.02072576805949211, -0.030360981822013855, -0.01723935641348362, 0.02751421369612217, 0.0037447314243763685, 0.017945002764463425, -0.0649942010641098, 0.038124874234199524, -0.005043036304414272, 0.003256874857470393, -0.03147907555103302, -0.001697226194664836, -0.04643303528428078, -0.0017343369545415044, 0.006742154248058796, 0.002926871180534363, -0.0704183354973793, 0.04761534929275513, 0.00783081166446209, -0.008453493006527424, -0.010369771160185337, 0.049783267080783844, 0.05049808323383331, -0.06076802685856819, 0.022429553791880608, -0.035854123532772064, -0.005643424578011036, 0.0011965351877734065, 0.011332711204886436, 0.055581025779247284, 0.033196691423654556, -0.03717982769012451, -0.004177798051387072, 0.0562141053378582, -0.029234979301691055, 0.00619417242705822, 0.011942572891712189, 0.021100006997585297, -0.0048172352835536, -0.007377948611974716, 0.008379670791327953, -0.02978036366403103, -0.008153007365763187, 0.07224706560373306, 0.014831052161753178, 0.027939150109887123, -0.009517647325992584, 0.01428372971713543, 0.019961252808570862, 0.016393672674894333, -0.0015057966811582446, -0.036821477115154266, -0.0002970371278934181, -0.013019021600484848, -0.051363151520490646, 0.06044540926814079, 0.008446895517408848, -0.05800392106175423, 0.02540341205894947, 0.036441121250391006, 0.0037097653839737177, -0.0008797069313004613, 0.022006424143910408, -0.0013352157548069954, -0.007445608731359243, -0.015895379707217216, -0.017939111217856407, -0.023713072761893272, 0.01391124352812767, 0.0042738718912005424, -0.07081262767314911, -0.013581819832324982, -0.02313428558409214, -0.02327723056077957, 0.003431322518736124, 0.005593275185674429, -0.029690435156226158, 0.023788582533597946, -0.032004401087760925, -0.003173519391566515, -0.07146751880645752, 0.05938015505671501, -0.006937307305634022, -0.03615355119109154, -0.022034818306565285, -0.00014799393829889596, 0.03735373169183731, 0.021739989519119263, 0.00762159563601017, 0.08931192755699158, 0.008987875655293465, 0.022065436467528343, -0.009215001948177814, 0.06662390381097794, -0.016823120415210724, -0.05693128705024719, -0.008870572783052921, 0.05579390376806259, -0.01606876030564308, -0.02927139587700367, -0.002591409720480442, -0.014442096464335918, -0.004821261391043663, 0.01092701219022274, 0.023381583392620087, 0.04708666726946831, -0.006480966228991747, -0.03452865034341812, 0.034029603004455566, -0.005567663814872503, -0.0029944900888949633, -0.0019724855665117502, -0.00973106175661087, -0.025229567661881447, -0.037159211933612823, 0.00003865939288516529, 0.01434493251144886, 0.030548198148608208, 0.003814669558778405, -0.04433145374059677, 0.00762043846771121, 0.06897716969251633, 0.018562914803624153, 0.026375167071819305, -0.0008985785534605384, 0.0064125568605959415, 0.0406193882226944, 0.019681358709931374, 0.01199097465723753, 0.043942954391241074, 0.01077277772128582, -0.003502451116219163, -0.0016340770525857806, 0.045661862939596176, 0.005012461915612221, 0.015737509354948997, -0.05401698872447014, -0.019938448444008827, 0.0685431957244873, -0.06186288222670555, -0.03844340145587921, 0.0567028671503067, 0.0672336146235466, 0.008913095109164715, 0.04510613903403282, 0.003898822935298085, -0.06890084594488144, 0.007844883017241955, 0.008647861890494823, 0.019435405731201172, 0.020485950633883476, -0.02392110601067543, 0.06336420029401779, 0.031043365597724915, -0.009377031587064266, 0.04336104542016983, -0.07619095593690872, -0.07877903431653976, -0.0038460330106317997, -0.03130916506052017, 0.0544387623667717, -0.015704331919550896, 0.00972050242125988, 0.07604311406612396, 0.0153152821585536, 0.0622488334774971, 0.018504800274968147, -0.0015642826911062002, 0.007230618502944708, -0.03940141946077347, -0.030419856309890747, 0.051895301789045334, 0.021230168640613556, -0.011686482466757298, -0.052088093012571335, 0.005744616966694593, 0.0052167633548378944, -0.01662047579884529, 0.03669551759958267, -0.02425014041364193, 0.022341040894389153, 0.021784989163279533, 0.06607476621866226, -0.025093894451856613, 0.05992952361702919, -0.03650053218007088, -0.0017417487688362598, -0.00019723463628906757, -0.010749608278274536, 0.009402032941579819, 0.011640775948762894, 0.11245786398649216, 0.061821576207876205, -0.05945388600230217, -0.015339463949203491, -0.0090458570048213, 0.0073945727199316025, -0.05481201782822609, 0.01325823925435543, -0.00888955406844616, 0.02701876126229763, -0.011529783718287945, -0.05740491300821304, -0.01942306011915207, 0.030182531103491783, -0.05503461882472038, 0.02047356776893139, 0.07949911057949066, -0.03280331939458847, 0.04666025564074516, -0.009081818163394928, -0.007789966184645891, -0.01143774576485157, -0.005039680749177933, -0.04415179416537285, 0.03260883688926697, 0.034397292882204056, -0.002262361813336611, 0.051733169704675674, -0.01952110044658184, -0.033356860280036926, -0.03682604804635048, -0.0370987169444561, -0.009950130246579647, 0.03217776492238045, 0.07068991661071777, -0.0019264408620074391, 0.05391925945878029, 0.02612607181072235, 0.027021000161767006, 0.016530873253941536, -0.05029164254665375, -0.03476310148835182, -0.043950360268354416, 0.0042689768597483635, 0.044886425137519836, -0.0064195385202765465, 0.05175039544701576, 0.012644229456782341, -0.009049314074218273, -0.010878129862248898, -0.0043152570724487305, 0.0315469466149807, 0.01241178996860981, -0.01688523218035698, -0.024719567969441414, -0.048487335443496704, 0.052502624690532684, -0.05533473193645477, -0.027366092428565025, 0.017555322498083115, -0.06566844880580902, 0.045638661831617355, -0.066898413002491, -0.08022181689739227, 0.012980623170733452, 0.012259016744792461, 0.045219551771879196, -0.023077866062521935, 0.02717035636305809, 0.07960053533315659, -0.009165923111140728, 0.020480433478951454, -0.013444413430988789, -0.006915724370628595, 0.026867542415857315, 0.016944151371717453, -0.0023717074654996395, 0.028460633009672165, 0.012585839256644249, 0.003476199461147189, -0.03649676963686943, 0.038134463131427765, -0.0315583273768425, -0.29014408588409424, 0.05259029567241669, -0.0012172935530543327, -0.04942364618182182, 0.020860912278294563, -0.0286405086517334, 0.018265413120388985, -0.0438544936478138, -0.0217527337372303, 0.023668596521019936, -0.04119717329740524, -0.05732187628746033, -0.02732222154736519, 0.054524797946214676, -0.00663932878524065, 0.02174421027302742, 0.009538639336824417, -0.04532061889767647, 0.013485570438206196, 0.05313427373766899, -0.012594979256391525, -0.06461258232593536, -0.000829895434435457, 0.05404822155833244, 0.032564926892519, 0.04373417794704437, -0.10467970371246338, 0.029715346172451973, -0.056339189410209656, -0.006715055089443922, 0.01572428084909916, 0.019905665889382362, -0.00900750607252121, -0.019290518015623093, -0.026970477774739265, -0.014677570201456547, 0.03626842051744461, -0.007899608463048935, -0.008076452650129795, 0.010535027831792831, -0.02371044084429741, -0.011502369306981564, -0.014896170236170292, 0.016212627291679382, 0.06315641105175018, 0.00966962892562151, -0.06834901124238968, -0.02985544130206108, -0.01384893711656332, 0.07994566112756729, -0.04557512700557709, -0.03476960211992264, -0.004075110424309969, 0.04065388813614845, -0.012890706770122051, -0.031334660947322845, -0.008728405460715294, -0.002715055365115404, -0.04314171150326729, -0.04472898691892624, -0.01121586561203003, -0.0423300676047802, -0.010209590196609497, -0.06596841663122177, 0.010824993252754211, -0.0691283568739891, -0.06364847719669342, -0.020937679335474968, 0.0802408829331398, 0.02456355094909668, -0.040571995079517365, 0.00005441944449557923, -0.005687742959707975, -0.1132761612534523, 0.00827972125262022, -0.011428635567426682, -0.0136589165776968, -0.00480643892660737, 0.026890242472290993, 0.053035542368888855, -0.03407009690999985, -0.05385511368513107, 0.06087375432252884, 0.0161646269261837, 0.014105097390711308, -0.014713221229612827, 0.030706940218806267, 0.006286132615059614, -0.024851031601428986, 0.0020455890335142612, 0.08452893793582916, 0.020958200097084045, -0.03462117165327072, -0.03675878047943115, 0.03193904459476471, 0.022506196051836014, 0.043975915759801865, -0.021053103730082512, 0.011748370714485645, 0.028087101876735687, 0.019481470808386803, -0.0670430064201355, 0.038957614451646805, -0.010623970068991184, 0.002075091702863574, -0.017067058011889458, -0.04443241283297539, 0.019915230572223663, 0.04345826059579849, 0.02367853745818138, -0.022478347644209862, -0.029703520238399506, -0.009575058706104755, -0.03577610105276108, -0.04282812029123306, -0.037873584777116776, 0.01592402718961239, 0.024793094024062157, -0.023241981863975525, -0.008084905333817005, -0.05049504339694977, 0.016159145161509514, -0.012789090164005756, 0.0038751456886529922, -0.06821023672819138, -0.03803207352757454, -0.018407056108117104, -0.033168986439704895, 0.0395418256521225, 0.037235043942928314, -0.01257555652409792, 0.03507312759757042, 0.0011337710311636329, -0.050550006330013275, 0.016036411747336388, -0.021124666556715965, -0.04669014364480972, -0.030036812648177147, -0.0009569628164172173, -0.013912559486925602, -0.006199737079441547, 0.03444422408938408, 0.005963532719761133, 0.019946960732340813, 0.05778345465660095, 0.019968491047620773, 0.04057340696454048, -0.02122831903398037, 0.010016949847340584, 0.008844597265124321, -0.004553833045065403, -0.07547258585691452, 0.02768035978078842, -0.041702743619680405, -0.04318194091320038, -0.015584961511194706, 0.021485019475221634, -0.016438450664281845, -0.041108906269073486, -0.0002517591929063201, 0.009007317945361137, -0.054228801280260086, -0.02524632215499878, -0.02914363518357277, 0.015403492376208305, 0.05245238542556763, -0.010507509112358093, 0.03773876652121544, -0.035174500197172165, -0.015201535075902939, 0.01839974895119667, 0.041982442140579224, -0.04660497233271599, 0.00005438174048322253, 0.00760642858222127, -0.011432258412241936, -0.015649916604161263, -0.0018701398512348533, 0.03147377073764801, 0.008596044965088367, -0.006820774637162685, -0.039821118116378784, 0.0060135843232274055, 0.010632454417645931, 0.044755563139915466, -0.009870961308479309, -0.010609444230794907, -0.0003380585403647274, -0.021786147728562355, -0.011391844600439072, -0.021414045244455338, -0.020581595599651337, 0.008400374092161655, 0.04955534636974335, -0.03829185292124748, -0.07199664413928986, 0.03093702159821987, 0.04636368900537491, 0.01092059537768364, 0.03294103220105171, -0.02098817005753517, -0.014606841839849949, -0.016204386949539185, 0.037498146295547485, 0.049880314618349075, -0.06589232385158539, 0.002954580821096897, -0.009164353832602501, 0.0032511421013623476, -0.00885898619890213, 0.01046304777264595, -0.05906132981181145, -0.023624559864401817, -0.036968354135751724, -0.019729694351553917, -0.06109195202589035, -0.028748011216521263, -0.01584547571837902, 0.022082524374127388, -0.01348219532519579, -0.014925548806786537, -0.016659226268529892, -0.010150203481316566, -0.0067861988209187984, -0.009928413666784763, 0.0022944111842662096, -0.05957229435443878, -0.0026500814128667116, 0.019847897812724113, -0.046516552567481995, 0.022998163476586342, 0.0014654995175078511, 0.023864639922976494, 0.017390022054314613, -0.02015053480863571, -0.017922626808285713, -0.04924844205379486, 0.009652159176766872, 0.017831983044743538, 0.04162566363811493, -0.004558815620839596, -0.018571214750409126, -0.04014679789543152, -0.023802252486348152, -0.032886214554309845, 0.006167610175907612, -0.026136528700590134, -0.007126341573894024, 0.01736726425588131, 0.06410220265388489, 0.038440197706222534, 0.04216625168919563, -0.02402406372129917, -0.01644715666770935, 0.05454925820231438, -0.07696614414453506, -0.026220224797725677, -0.03698938712477684, -0.0628991574048996, 0.007068309001624584, 0.009555180557072163, 0.029421767219901085, -0.026495477184653282, 0.04829401895403862, 0.012396270409226418, 0.03724750876426697, 0.02129441127181053, -0.004898297134786844, 0.020065249875187874, -0.07050655037164688, 0.01781022548675537, -0.08141006529331207, 0.01763836480677128, 0.030490221455693245, 0.014563342556357384, -0.023528968915343285, -0.013191950507462025, -0.02736753597855568, 0.057909514755010605, -0.08183600008487701, -0.022468985989689827, 0.028445666655898094, 0.007793999742716551, -0.017429932951927185, -0.002210746519267559, -0.05310990288853645, 0.012979897670447826, 0.01912698708474636, -0.04665185138583183, -0.028274035081267357, -0.028048885986208916, 0.05743122845888138, 0.0014569013146683574, 0.0366227850317955, -0.025211727246642113, 0.017869852483272552, 0.07542853057384491, 0.010599485598504543, -0.010941593907773495, 0.02970714680850506, -0.0014221074525266886, 0.03867221251130104, 0.04193270206451416, 0.010725699365139008, -0.014785620383918285, 0.01250928733497858, 0.001728408387862146, -0.05405626818537712, 0.029499024152755737, 0.005708460230380297, -0.04148510470986366, -0.0408954843878746, 0.059296805411577225, 0.03275909274816513, -0.04538285732269287, -0.04754425585269928, 0.011479795910418034, -0.06260672956705093, -0.005550209898501635, -0.01288357749581337, -0.0057357847690582275, -0.04542642459273338, 0.055764056742191315, 0.0015083292964845896, -0.008736827410757542, 0.0587758794426918, 0.00030395592330023646, -0.002972713205963373, -0.01991082914173603, 0.09003477543592453, 0.07064472138881683, 0.06692977994680405, 0.0060310824774205685, 0.06752283871173859, -0.012172538787126541, -0.02514471672475338, 0.024648241698741913, 0.0025245409924536943, -0.004197299480438232, -0.02772776409983635, 0.026195749640464783, 0.06031988933682442, 0.006370216142386198, 0.06936169415712357, -0.038616929203271866, -0.020896224305033684, 0.0022758992854505777, 0.03612709790468216, 0.005003620404750109, 0.06396808475255966, 0.007133800536394119, 0.007113190833479166, -0.03227422013878822, -0.04274262860417366, 0.03379245847463608, -0.04134425148367882, -0.010111195035278797, 0.035293854773044586, -0.00973651371896267, 0.016291605308651924, 0.005868638399988413, 0.027512377128005028, 0.07536729425191879, -0.05226464942097664, -0.003245333908125758, -0.015859827399253845, 0.040772683918476105, 0.012798319570720196, 0.008001306094229221, -0.012057601474225521, -0.006912437733262777, 0.00761244585737586, -0.03603556752204895, -0.0042787273414433, -0.025502093136310577, 0.0034066822845488787, 0.030393026769161224, -0.019486403092741966, 0.0014027258148416877, 0.040132198482751846, 0.011389500461518764, -0.04282386600971222, -0.04792802408337593, -0.034740861505270004, -0.03506160527467728, -0.05551610514521599, -0.021988678723573685, 0.029902057722210884, -0.016671843826770782, -0.034412119537591934, -0.01621203124523163, -0.025289196521043777, -0.03304709121584892, 0.0454956591129303, -0.06325022876262665, -0.035886477679014206, 0.017183123156428337, 0.021230781450867653, 0.04877828434109688, 0.016790833324193954, 0.0351720005273819, -0.0018551547545939684, -0.007021860685199499, -0.020895618945360184, -0.011634907685220242, 0.03534410521388054, -0.0002857305225916207, 0.015373583883047104, -0.07905891537666321, 0.03239470347762108, 0.0032308069057762623, 0.01717163249850273, -0.054614074528217316, 0.03088877536356449, 0.010277515277266502, 0.0035851176362484694, 0.07044031471014023, -0.03729144483804703, 0.00019892503041774035, -0.0463859923183918, -0.00014463742263615131, -0.003065158147364855, 0.02098597213625908, 0.036662064492702484, -0.020560013130307198, 0.08742527663707733, -0.0026261017192155123, -0.004538767505437136, -0.03268742561340332, -0.02154231257736683, 0.001496667042374611, -0.006408373359590769, -0.01992686092853546, -0.03152487054467201, -0.03574955090880394, -0.06732755154371262, -0.0257840845733881, 0.03171588480472565, -0.003462509484961629, -0.04498916119337082, 0.01784231700003147, 0.023376239463686943, -0.03326749801635742, 0.02454966865479946, -0.04276426509022713, 0.05057012289762497, -0.04078271612524986, -0.005544615443795919, 0.017261981964111328, -0.000015114657799131237, -0.013299580663442612, 0.004277911502867937, 0.008991839364171028, -0.02850448153913021, 0.002028943970799446, -0.000499818823300302, 0.019536277279257774, 0.039299748837947845, -0.013471749611198902, 0.004212798085063696 ]
[ -0.09301508218050003, -0.010029865428805351, -0.006808791309595108, -0.05058316886425018, 0.026349572464823723, -0.013679609633982182, -0.017228711396455765, 0.025665434077382088, -0.005140464752912521, -0.02243456430733204, -0.010250779800117016, -0.00657990574836731, -0.0029921247623860836, -0.00904057826846838, 0.06458740681409836, 0.017138665542006493, -0.01805952750146389, -0.01783464103937149, 0.023655081167817116, 0.011743462644517422, 0.02122025564312935, 0.0016961428336799145, -0.030123429372906685, -0.025492697954177856, 0.00746920146048069, 0.03848833218216896, 0.029894888401031494, -0.04310305044054985, 0.020298609510064125, -0.18269534409046173, -0.003929599188268185, 0.014209500513970852, 0.0514860525727272, -0.016597911715507507, -0.01681566797196865, 0.05413663014769554, 0.013965028338134289, 0.03590583801269531, -0.005245744250714779, 0.024025242775678635, 0.010288315825164318, 0.013995670713484287, -0.051370784640312195, -0.03517089784145355, 0.03388982638716698, 0.005272864829748869, 0.014611042104661465, -0.051505196839571, -0.004598534200340509, 0.01787460781633854, -0.07061608135700226, -0.050482939928770065, -0.007947476580739021, -0.023745175451040268, 0.007046142127364874, 0.005904687102884054, 0.052285388112068176, 0.0666104331612587, 0.002222588052973151, 0.023996388539671898, 0.0003744814603123814, -0.011545490473508835, -0.14420758187770844, 0.11065509915351868, 0.01899786666035652, 0.06047825142741203, -0.04132668673992157, 0.009425656870007515, -0.00619309488683939, 0.06731747090816498, -0.006566381081938744, -0.027867885306477547, -0.03609488904476166, 0.06260260939598083, 0.02993718348443508, -0.010503488592803478, 0.006101417820900679, 0.018893467262387276, 0.027120139449834824, -0.03542925789952278, -0.06388586759567261, -0.012172011658549309, 0.010357575491070747, -0.027599308639764786, -0.03663836047053337, 0.05482657253742218, 0.009958936832845211, 0.03244386613368988, 0.05227573961019516, -0.0030885273590683937, 0.04072548449039459, -0.040086887776851654, -0.0031273034401237965, -0.005764021072536707, -0.07652731239795685, -0.029617218300700188, 0.0034820958971977234, 0.008671819232404232, -0.057958297431468964, 0.4620303809642792, -0.04604744911193848, -0.02394917421042919, 0.06015403941273689, 0.030610116198658943, -0.011267773807048798, -0.004167234059423208, 0.015374826267361641, -0.053306207060813904, 0.007911593653261662, -0.03998712822794914, 0.020416129380464554, 0.013304835185408592, 0.04321794956922531, -0.053255096077919006, 0.014530010521411896, 0.046790871769189835, 0.027764741331338882, 0.005575751420110464, 0.012825815938413143, 0.0049391621723771095, 0.012874780222773552, 0.01808980479836464, 0.04328726604580879, -0.01481966208666563, -0.03439433127641678, -0.04095235839486122, 0.007476154714822769, 0.05938663333654404, 0.021581487730145454, 0.030569877475500107, 0.06373727321624756, -0.006063452456146479, -0.042248088866472244, -0.002231925493106246, 0.002697635442018509, 0.011482101865112782, 0.03114663064479828, -0.004165887366980314, 0.01175710279494524, 0.03137817233800888, 0.004244826268404722, 0.020503129810094833, 0.02060774341225624, -0.03062942624092102, -0.033205896615982056, 0.10648536682128906, -0.0064982338808476925, -0.005313658621162176, -0.008552253246307373, -0.060864489525556564, 0.005334620364010334, 0.05190332606434822, -0.006068155635148287, -0.0619707927107811, 0.02570745162665844, 0.013362624682486057, 0.09925361722707748, -0.013150544837117195, -0.04115163907408714, -0.001538064330816269, -0.026772255077958107, -0.029911095276474953, -0.05692517012357712, 0.030559947714209557, 0.05809769034385681, -0.10749023407697678, -0.007928912527859211, 0.008540271781384945, -0.008353670127689838, -0.07779709994792938, -0.009625324979424477, -0.0019313140073791146, -0.048226311802864075, 0.009707996621727943, 0.05868974328041077, -0.02417784556746483, -0.026702292263507843, 0.0162200927734375, 0.06808862090110779, 0.03901272639632225, 0.057906463742256165, 0.003604418132454157, -0.026011750102043152, 0.003015427850186825, -0.0292801633477211, -0.054943714290857315, -0.03980223834514618, -0.020909449085593224, -0.025835128501057625, -0.0007751819211989641, -0.043745096772909164, -0.009928347542881966, -0.090608611702919, 0.06930094957351685, -0.03044014424085617, -0.016780758276581764, 0.037054892629384995, -0.026536013931035995, -0.04221024736762047, -0.017305312678217888, -0.04190995171666145, 0.03524553030729294, -0.017153006047010422, 0.03649235516786575, -0.05565593019127846, 0.05062982812523842, 0.0691915899515152, -0.04811469092965126, 0.10388457775115967, 0.0717257633805275, -0.07570981979370117, -0.03697279095649719, 0.0551820769906044, -0.016711659729480743, 0.030278034508228302, -0.05403478443622589, 0.0010300937574356794, 0.05175124481320381, -0.006123164668679237, 0.020528359338641167, -0.03333473950624466, -0.017889047041535378, -0.008071864023804665, -0.32601720094680786, -0.032776422798633575, -0.008260470815002918, 0.013865753076970577, -0.004381536040455103, -0.045375753194093704, 0.028270604088902473, -0.024489177390933037, -0.02443503588438034, 0.01478971354663372, 0.08752836287021637, -0.04082110524177551, 0.019948624074459076, -0.07932423055171967, 0.002280470682308078, 0.009226955473423004, -0.022727709263563156, -0.017987104132771492, -0.03603459894657135, 0.020302239805459976, 0.015113655477762222, 0.003461904125288129, 0.025702010840177536, -0.0787772461771965, -0.025123897939920425, -0.04975862428545952, 0.07567247748374939, -0.021451566368341446, 0.08203195035457611, -0.02409876137971878, 0.04673166200518608, -0.0009013686212711036, 0.025515766814351082, -0.10411950945854187, 0.017413994297385216, -0.011771140620112419, 0.005422564223408699, -0.02445514127612114, 0.04613453894853592, -0.040431633591651917, -0.034024596214294434, 0.02458166517317295, -0.04048364982008934, -0.028523435816168785, -0.06570848822593689, -0.02682594582438469, -0.044060926884412766, -0.051694560796022415, -0.03745958209037781, 0.032272063195705414, 0.03003288246691227, -0.0033910865895450115, 0.006289210170507431, -0.00937051884829998, -0.03866228088736534, -0.03213174641132355, -0.08759167790412903, 0.0016499581979587674, -0.012242358177900314, -0.007889698259532452, 0.02648426778614521, 0.03335415944457054, 0.032282572239637375, -0.06707532703876495, 0.017317838966846466, 0.0026188939809799194, 0.007547829765826464, 0.011711030267179012, 0.03945353999733925, -0.019079385325312614, -0.030267370864748955, 0.08272181451320648, 0.04088364914059639, -0.03781933709979057, 0.009727963246405125, 0.03716187924146652, -0.011770332232117653, 0.044378239661455154, 0.019489150494337082, -0.021411877125501633, 0.0030392357148230076, -0.01629524491727352, 0.02697082795202732, -0.015019001439213753, -0.006584682036191225, 0.028289899230003357, -0.021045176312327385, -0.0416891910135746, 0.06601443141698837, 0.01175056491047144, -0.03534777835011482, 0.012234140187501907, -0.01816350407898426, -0.028973866254091263, 0.04537773132324219, -0.00033519259886816144, -0.2410043329000473, 0.004974789917469025, 0.051236458122730255, 0.0713166669011116, -0.015688391402363777, 0.012757431715726852, 0.05118349567055702, -0.06713904440402985, 0.017980528995394707, -0.017720941454172134, 0.02507818676531315, 0.020630596205592155, -0.007300244178622961, 0.010689117945730686, 0.048890385776758194, -0.012195502407848835, 0.05660303682088852, -0.0028494526632130146, 0.014386476017534733, -0.008497214876115322, 0.015089301392436028, 0.009952578693628311, 0.17539000511169434, 0.00706144142895937, 0.044963132590055466, 0.008374230936169624, 0.011015049181878567, -0.023394392803311348, 0.09412454813718796, -0.00792686827480793, 0.019768977537751198, -0.0045346482656896114, 0.05652966722846031, 0.025735488161444664, 0.027881251648068428, -0.07866192609071732, -0.038543473929166794, 0.01575169898569584, 0.011182152666151524, -0.002999427728354931, -0.0038688862696290016, -0.00989237055182457, -0.0378233827650547, 0.03721270710229874, 0.04202800616621971, 0.008503582328557968, -0.008875491097569466, -0.04613246023654938, -0.04527394473552704, 0.010126628912985325, -0.04947320744395256, -0.01418764516711235, 0.003385263029485941, -0.004427043721079826, 0.006620702799409628, 0.0681132897734642, 0.05121719092130661, -0.012018763460218906, -0.03291916474699974, 0.006359888706356287, 0.00011817462655017152, 0.00963695626705885, 0.11938071250915527, 0.04309864342212677, 0.02398674190044403 ]
[ -0.021487215533852577, 0.025618528947234154, 0.01880483329296112, -0.016909850761294365, 0.005992877762764692, -0.01005545724183321, -0.006464279256761074, -0.0024107759818434715, -0.09840734302997589, -0.026103831827640533, 0.06459924578666687, 0.011393928900361061, 0.05255008488893509, -0.021904613822698593, 0.03830806538462639, 0.013011859729886055, -0.007610658649355173, -0.026559995487332344, 0.019558290019631386, -0.019884074106812477, -0.008201643824577332, 0.03678014501929283, 0.006794023793190718, -0.007511698175221682, -0.033990517258644104, 0.013379615731537342, 0.01442499179393053, -0.005536994896829128, 0.015306355431675911, -0.13701412081718445, -0.012805813923478127, -0.04083767905831337, -0.027436858043074608, 0.02007473073899746, -0.02196965180337429, 0.023414330556988716, 0.0082482248544693, -0.010505599901080132, -0.0037856572307646275, 0.02447008714079857, -0.019466962665319443, -0.03611794486641884, -0.01380927488207817, -0.011337274685502052, 0.014538205228745937, 0.018824826925992966, 0.004119652323424816, -0.06473658233880997, -0.020610611885786057, -0.015376806259155273, -0.04030058532953262, -0.04409944638609886, 0.02765209972858429, -0.0008922775741666555, 0.02227925881743431, -0.012491600587964058, -0.0010447088861837983, -0.016391200944781303, -0.010351397097110748, -0.0041162436828017235, 0.0030861208215355873, 0.009620160795748234, -0.0462019219994545, -0.007793748751282692, -0.011679334565997124, -0.006076384801417589, -0.026954228058457375, 0.00935001578181982, -0.02148212306201458, -0.010331452824175358, -0.03246340528130531, 0.023488866165280342, -0.03437444195151329, 0.03186827525496483, -0.007333201821893454, -0.029459219425916672, 0.0004708071064669639, -0.021087097004055977, -0.009407336823642254, -0.05753699690103531, -0.01944388449192047, 0.004769621416926384, 0.02553623914718628, 0.012382663786411285, 0.001324260956607759, 0.012932581827044487, 0.0266918633133173, 0.0020539620891213417, 0.024259837344288826, 0.029053907841444016, -0.01378889475017786, -0.0027363032568246126, -0.00452737370505929, 0.010103655979037285, -0.08468017727136612, 0.024925781413912773, -0.0031476987060159445, -0.012955324724316597, -0.04191529005765915, 0.8240875601768494, -0.007973464205861092, 0.004099108744412661, 0.025125540792942047, 0.003703499212861061, 0.01519258413463831, 0.009361658245325089, 0.020459411665797234, 0.01366746798157692, 0.014555959962308407, -0.008808229118585587, -0.013159464113414288, 0.0021018036641180515, -0.02071347087621689, -0.029613839462399483, 0.01633601076900959, 0.026357322931289673, 0.0363917276263237, 0.004367073532193899, -0.0029977927915751934, 0.032948803156614304, 0.0180477574467659, -0.0037709700409322977, -0.032507531344890594, -0.01199276465922594, 0.00658590579405427, -0.15502724051475525, 0.0044444529339671135, -8.235255547787735e-33, 0.04663446173071861, -0.0025088093243539333, -0.03841613978147507, 0.009528733789920807, 0.02904016524553299, -0.016706863418221474, 0.05893290042877197, -0.0018663100199773908, -0.025720888748764992, -0.02446875534951687, 0.03457396477460861, 0.010811462998390198, -0.02686203271150589, -0.007861891761422157, 0.02323569543659687, 0.029461810365319252, -0.016608450561761856, 0.05119893699884415, -0.006260398309677839, 0.039304353296756744, 0.030877070501446724, 0.017469769343733788, -0.013365251012146473, 0.005635804031044245, 0.004275679122656584, 0.006548681762069464, 0.006189871113747358, 0.04307963699102402, -0.001503992942161858, -0.03454003855586052, 0.031195802614092827, 0.008057055063545704, -0.023668136447668076, -0.032966163009405136, 0.0308009535074234, -0.0202486552298069, 0.013254367746412754, -0.019306635484099388, -0.026496341452002525, -0.04347585141658783, -0.04658307507634163, -0.042716335505247116, 0.004161046352237463, -0.013136997818946838, -0.002864403184503317, -0.01510357204824686, -0.014141653664410114, -0.009415249340236187, 0.0023084229324012995, 0.024457892403006554, 0.0027280491776764393, 0.04327697679400444, 0.017850680276751518, -0.0069257961586117744, -0.028202412649989128, -0.0054175672121346, -0.03644903004169464, 0.015791520476341248, -0.02093282714486122, -0.008159663528203964, 0.036729857325553894, 0.0025043245404958725, -0.01521151140332222, 0.07237420976161957, -0.024100283160805702, -0.05583871528506279, -0.00007625282887602225, 0.015569893643260002, 0.04974993318319321, -0.020901426672935486, -0.0687093660235405, 0.02668139711022377, -0.031130893155932426, -0.04284282401204109, 0.014648573473095894, -0.02665114216506481, -0.0013934215530753136, -0.01624097302556038, 0.00466722808778286, 0.04169408977031708, 0.020953094586730003, 0.012454679235816002, -0.019394220784306526, -0.026888813823461533, 0.019215106964111328, -0.015992101281881332, 0.02568928897380829, -0.010827794671058655, 0.02517946995794773, 0.0174273569136858, 0.019451532512903214, 0.005920037627220154, -0.01763046532869339, 0.03162587806582451, -0.002610394498333335, 7.57014468104516e-33, 0.014934180304408073, -0.00283179827965796, 0.010053075850009918, -0.000022901591364643537, 0.05196128040552139, 0.015596307814121246, 0.060862891376018524, 0.007849158719182014, -0.05220924690365791, 0.03327218443155289, 0.028940686956048012, 0.041294679045677185, -0.026777062565088272, 0.02242487482726574, 0.026245690882205963, -0.038708534091711044, -0.014439781196415424, 0.000965698214713484, 0.03467750921845436, -0.0010139402002096176, 0.013673651032149792, 0.04590819776058197, 0.01180375088006258, 0.005473660305142403, -0.008369454182684422, 0.07218855619430542, -0.026002464815974236, 0.028160851448774338, -0.025730174034833908, 0.015148447826504707, 0.0005720770568586886, -0.028437143191695213, 0.023642128333449364, -0.02689089998602867, -0.006870193872600794, 0.0036653175484389067, -0.056717149913311005, -0.01429683342576027, 0.010137662291526794, 0.01762307994067669, 0.0243526641279459, -0.0026246565394103527, 0.012355329468846321, 0.020575571805238724, 0.003933617379516363, -0.0320117324590683, -0.014712418429553509, -0.05819176882505417, -0.00824483297765255, 0.028627434745430946, -0.00783176627010107, 0.01400610338896513, 0.028992541134357452, -0.02114475890994072, 0.02159808576107025, -0.025775359943509102, -0.01310257613658905, 0.00327091570943594, -0.036318857222795486, 0.05154776945710182, -0.012006828561425209, 0.02615905925631523, -0.03903936967253685, 0.07816712558269501, -0.01480999868363142, -0.013474437408149242, -0.024016503244638443, 0.030274659395217896, -0.033655039966106415, -0.0008445088751614094, -0.022274523973464966, 0.009414618834853172, 0.023247556760907173, 0.003377167973667383, 0.024306172505021095, -0.08283653855323792, 0.012320621870458126, 0.03386199474334717, -0.04238196462392807, 0.011603135615587234, 0.01557280495762825, -0.0397784449160099, 0.023969825357198715, -0.01493240986019373, -0.017361033707857132, 0.020224768668413162, -0.014985362067818642, 0.031913068145513535, -0.003241920378059149, -0.04738819599151611, 0.00786664243787527, -0.007013055961579084, -0.0009292919421568513, -0.022673945873975754, -0.014268762432038784, -1.3255323061400759e-8, -0.05214774236083031, 0.027771202847361565, 0.011999854817986488, 0.03275202959775925, 0.03809650242328644, -0.012871935963630676, -0.01261002104729414, -0.0031278554815799, -0.04028264805674553, 0.05208984389901161, 0.05915304273366928, -0.0016974699683487415, 0.016794685274362564, 0.0058850557543337345, 0.03900403529405594, -0.047755107283592224, -0.027723826467990875, 0.003130650147795677, 0.01564924418926239, -0.006078207399696112, 0.06033012643456459, 0.01508889440447092, -0.001932030194438994, 0.042177896946668625, -0.00717372540384531, 0.008422067388892174, -0.006187887862324715, -0.05554743856191635, -0.01366228237748146, 0.03477470204234123, -0.002796984976157546, -0.014764321967959404, -0.014038902707397938, -0.0009917446877807379, -0.02454083040356636, -0.03190174698829651, -0.014989660121500492, -0.02387509122490883, -0.01042274571955204, -0.006698216311633587, -0.027530793100595474, -0.0040679797530174255, 0.02869986742734909, -0.019660651683807373, -0.025414159521460533, 0.029455870389938354, -0.00026323116617277265, -0.044539161026477814, 0.01593889482319355, -0.038728903979063034, -0.011501644738018513, -0.005563768092542887, 0.038902610540390015, 0.016782468184828758, 0.025863580405712128, 0.008632842451334, 0.057792145758867264, -0.007560305297374725, -0.05483033135533333, 0.013512379489839077, 0.025630664080381393, 0.011535258032381535, -0.0035124444402754307, -0.014577389694750309 ]
what-are-your-personal-practices
https://markhneedham.com/blog/2008/12/02/what-are-your-personal-practices
false
2008-12-02 22:54:52
jQuery Validation & Firefox Refresh Behaviour
[ "software-development", "browsers", "jquery" ]
[ "jQuery" ]
We've been working quite a bit with http://jquery.com/[jQuery] and cross browser compatibility and one of the interesting differences we came across today was the behaviour of Firefox and Internet Explorer when it comes to refreshing a page. When you press refresh in Internet Explorer the page gets refreshed to the state that it was in when you first loaded the URL, meaning that the state of the data in forms is returned to its original state. Doing the same in Firefox doesn't have the same behaviour - the page refreshes but it keeps the most recent data that was entered into the form. In theory this is quite nice behaviour because it means if you accidentally hit refresh it keeps all your data. For us it was quite annoying as we had hooked up a http://docs.jquery.com/Plugins/Validation[validator] and some other custom code which declared certain parts of the page invalid if any data had changed from what was on the page when it first loaded. The way we got around the problem was to fire the validation events on jQuery's document ready as well as firing them on the change events for each of the form elements. [source,javascript] ---- $(document).ready(function(){ // validation code here as well as on change events for form elements }); ---- Although it does mean that we are calling the validation in more places it has helped us to get around the problem.
null
null
[ -0.011783905327320099, -0.019176673144102097, 0.01536655891686678, 0.034835416823625565, 0.04715829715132713, -0.024113766849040985, 0.00779217854142189, 0.049530431628227234, 0.02108512632548809, -0.018527595326304436, -0.024197395890951157, 0.03410206362605095, -0.06055542081594467, 0.006130611523985863, 0.008296124637126923, 0.0702870786190033, 0.07275307923555374, 0.026423707604408264, 0.04105845093727112, -0.026746075600385666, 0.011142464354634285, 0.08022137731313705, 0.010905652306973934, 0.054267313331365585, 0.05699167400598526, -0.007037967909127474, 0.0017056273063644767, -0.00533265108242631, -0.08224154263734818, 0.010434507392346859, 0.021578172221779823, 0.04800061509013176, -0.030736001208424568, 0.004785413853824139, 0.016885651275515556, -0.022725850343704224, 0.012279936112463474, 0.02978561818599701, -0.002234258223325014, 0.05267420411109924, -0.06560900807380676, 0.036538269370794296, -0.020447680726647377, 0.018147271126508713, -0.03560710325837135, 0.013316091150045395, -0.03286469355225563, -0.013279457576572895, -0.007148583419620991, -0.02015010453760624, -0.06515784561634064, 0.044784385710954666, -0.005992835853248835, 0.03388281166553497, -0.02649143524467945, 0.06263843178749084, 0.005049554165452719, -0.02821597456932068, 0.017278632149100304, -0.06191546469926834, 0.025695210322737694, 0.013138765469193459, 0.008180644363164902, 0.03418375179171562, -0.0019169747829437256, -0.0011745739029720426, 0.029602592810988426, 0.048507023602724075, -0.04335809126496315, -0.019819004461169243, 0.001820672769099474, 0.030520785599946976, -0.04259803891181946, -0.010497885756194592, 0.03918671980500221, -0.016661012545228004, -0.04746245965361595, 0.05411062762141228, -0.015291725285351276, 0.05350916087627411, -0.012650303542613983, 0.019248513504862785, 0.025371043011546135, 0.020318102091550827, 0.007746586110442877, -0.05902441591024399, -0.05485072731971741, 0.0013126961421221495, -0.037042856216430664, 0.055987149477005005, 0.03429792448878288, -0.06765113770961761, 0.04965445399284363, 0.02730743959546089, 0.006083709187805653, -0.022721553221344948, -0.008410980924963951, -0.00535943079739809, -0.020914455875754356, -0.02619999833405018, -0.04454309120774269, 0.0014478055527433753, 0.01861071214079857, -0.018123891204595566, -0.09346380829811096, 0.005580047145485878, -0.025134636089205742, -0.009363409131765366, 0.026016173884272575, 0.0011119082337245345, -0.011502516455948353, 0.0173330157995224, -0.019563809037208557, -0.010176612064242363, -0.07479973137378693, 0.05780148133635521, 0.0038727251812815666, -0.014051137492060661, 0.00650357361882925, 0.04376613721251488, 0.08473723381757736, 0.00965189654380083, -0.033412083983421326, 0.07154735922813416, 0.03815808892250061, 0.03572375699877739, -0.026074150577187538, 0.03369317576289177, -0.02545541524887085, -0.05192872881889343, 0.0021539530716836452, 0.05968690291047096, -0.03512366861104965, 0.00823161005973816, 0.01723995991051197, -0.007918352261185646, -0.0073533435352146626, -0.017276618629693985, 0.05568354204297066, 0.02888733148574829, -0.007923531346023083, -0.030822040513157845, -0.038631439208984375, 0.008371449075639248, 0.01952512003481388, 0.00437214644625783, -0.0429607518017292, -0.03299329802393913, -0.013168221339583397, -0.004107465036213398, 0.03680763021111488, 0.006696781143546104, 0.03398946300148964, -0.003942652605473995, -0.01777065172791481, 0.06588773429393768, 0.031232086941599846, -0.016289951279759407, -0.02078085206449032, 0.0100311990827322, 0.038401179015636444, 0.021239588037133217, 0.005693023093044758, 0.04010123014450073, 0.0017458266811445355, 0.007437651976943016, -0.030592340975999832, 0.08202912658452988, 0.01224208902567625, 0.005964417476207018, -0.08399707823991776, -0.04082240164279938, 0.07225818186998367, -0.08242841809988022, 0.0037161263171583414, 0.0801200196146965, 0.08391693234443665, 0.006947970949113369, 0.008688168600201607, 0.00019766352488659322, -0.06265944242477417, -0.0002974304079543799, 0.008129861205816269, 0.02572275884449482, 0.0320947989821434, 0.012239975854754448, 0.08052884042263031, 0.04528715834021568, 0.03128189593553543, 0.026111727580428123, -0.063050776720047, -0.04354110732674599, -0.03262987360358238, -0.015477748587727547, 0.06845767796039581, -0.04538966342806816, 0.0029098340310156345, 0.0832124724984169, 0.03424488380551338, 0.0710437148809433, 0.025284381583333015, -0.03075874224305153, 0.028611119836568832, -0.02584780938923359, -0.04208909720182419, -0.0030391421169042587, 0.05005095154047012, -0.017308402806520462, -0.03455471247434616, -0.0006349738105200231, -0.02942800335586071, 0.023945191875100136, 0.030360640957951546, 0.014216702431440353, 0.026149800047278404, 0.0244072787463665, 0.04725047945976257, -0.05208488553762436, 0.02018740586936474, -0.0604623518884182, 0.04169904440641403, 0.02197919227182865, 0.000029938122679595836, 0.003619289258494973, 0.007159148808568716, 0.1129637137055397, 0.047937098890542984, -0.007805622182786465, -0.022054029628634453, -0.009596564806997776, 0.006487063132226467, -0.05635978654026985, 0.014358249492943287, -0.00505061075091362, -0.009398231282830238, 0.007233930751681328, -0.006012286990880966, -0.007207771297544241, 0.007966392673552036, -0.048653777688741684, 0.023919181898236275, 0.04607285186648369, 0.014686818234622478, 0.04311024397611618, -0.013836170546710491, -0.043204355984926224, 0.03618928790092468, 0.02599535882472992, -0.040608979761600494, -0.006710509769618511, 0.04575815796852112, -0.01024624053388834, 0.023390671238303185, -0.030990321189165115, -0.010734107345342636, -0.03632909432053566, -0.007104251068085432, 0.033853061497211456, 0.05102211609482765, 0.05312382057309151, 0.019013946875929832, -0.0029566644225269556, 0.02061361074447632, 0.01172152254730463, -0.006659919396042824, -0.07662968337535858, -0.017797477543354034, -0.017384395003318787, -0.00440283864736557, 0.03151700273156166, 0.014200413599610329, 0.0018628251273185015, 0.001962121110409498, -0.0021551300305873156, 0.016746575012803078, -0.0018216847674921155, 0.030757788568735123, -0.0056928726844489574, -0.013805706985294819, 0.00316034397110343, -0.029497701674699783, 0.023826710879802704, -0.02281590923666954, -0.06849504262208939, -0.018956737592816353, -0.07209254056215286, 0.028941936790943146, -0.07835705578327179, -0.07112348079681396, -0.003709245938807726, 0.00817484688013792, 0.009726659394800663, -0.005463846027851105, 0.026769768446683884, 0.03937716782093048, 0.012065158225595951, 0.004775595851242542, 0.013519125059247017, 0.014938315376639366, 0.016188688576221466, 0.011457589454948902, -0.02183453179895878, 0.045126017183065414, -0.01782592013478279, 0.01448079477995634, -0.04105058312416077, 0.004935736767947674, -0.0034164192620664835, -0.28440621495246887, 0.04243773967027664, 0.0486178919672966, -0.03993912413716316, 0.026813911274075508, -0.008895672857761383, 0.04993472993373871, -0.05186093598604202, -0.028745559975504875, 0.015284666791558266, 0.0007530412403866649, -0.03804643452167511, -0.01988855004310608, 0.04846884310245514, -0.029977286234498024, 0.006227752193808556, 0.039804719388484955, -0.03224506974220276, 0.012112255208194256, 0.012657989747822285, -0.03889859467744827, -0.08475888520479202, 0.008329195901751518, 0.055723417550325394, 0.041223324835300446, 0.021448684856295586, -0.0417039580643177, 0.0060212742537260056, -0.02599490061402321, -0.006365974899381399, 0.023526949808001518, -0.002829557051882148, 0.008783619850873947, -0.005410731770098209, -0.0016561878146603703, -0.003671446116641164, 0.06116758659482002, 0.014778504148125648, 0.013162590563297272, -0.021710865199565887, -0.03137406334280968, -0.021008873358368874, -0.008999355137348175, 0.007241400890052319, 0.06342775374650955, 0.00014165916945785284, -0.05641602352261543, 0.01429913192987442, -0.042423054575920105, 0.056511517614126205, -0.032569557428359985, -0.045946959406137466, -0.025030188262462616, 0.05759873986244202, 0.037386007606983185, 0.015486163087189198, 0.004430918954312801, -0.015682285651564598, -0.019409900531172752, -0.07486221194267273, -0.008134263567626476, -0.018204577267169952, -0.03654547408223152, -0.02128700353205204, 0.02935573272407055, -0.0593082569539547, -0.07034081220626831, -0.00476010562852025, 0.07474591583013535, 0.03493539243936539, -0.01346408762037754, 0.02194683440029621, -0.019876495003700256, -0.11326625943183899, -0.007164183538407087, -0.027546849101781845, 0.013770539313554764, -0.0070212287828326225, -0.01490128505975008, 0.05324697494506836, -0.04906201362609863, -0.022671768441796303, 0.018006721511483192, 0.007796878460794687, 0.0074878535233438015, -0.0030966310296207666, 0.06951084733009338, 0.029336875304579735, -0.01746327057480812, -0.023792847990989685, 0.09879908710718155, -0.01415233314037323, -0.02567138336598873, -0.031100569292902946, 0.020740782842040062, 0.04044270142912865, 0.015447168610990047, 0.015067999251186848, 0.043450288474559784, -0.006885027978569269, 0.03919564187526703, -0.04950664937496185, 0.04880249872803688, -0.03192160651087761, 0.03748688846826553, -0.014535409398376942, -0.054991330951452255, 0.02251036837697029, 0.01874120533466339, -0.016021694988012314, -0.04850376024842262, -0.029680904000997543, -0.020638180896639824, -0.07547342032194138, -0.006858304608613253, -0.013404177501797676, 0.022501938045024872, 0.0048823487013578415, -0.008279123343527317, -0.01837705820798874, -0.04048583656549454, 0.017795881256461143, -0.005115798208862543, -0.005820029880851507, -0.06203441321849823, -0.029986418783664703, -0.010268619284033775, 0.0019219332607463002, -0.003937342204153538, -0.006101951468735933, 0.006622385699301958, 0.03337696194648743, 0.011210219003260136, -0.014311708509922028, 0.021457334980368614, -0.013792626559734344, -0.006069353315979242, -0.02650044485926628, -0.004760947078466415, -0.03284953162074089, -0.010070772841572762, 0.024365181103348732, -0.0051478068344295025, 0.012952775694429874, 0.06575970351696014, 0.01708708517253399, 0.01420898549258709, 0.0009567417437210679, -0.000022407206415664405, 0.028843525797128677, -0.0013454322470352054, -0.08930044621229172, -0.030881555750966072, -0.03049643710255623, -0.02369672618806362, 0.005040084943175316, 0.02280820906162262, -0.010874759405851364, -0.036007411777973175, -0.01709495112299919, -0.003721686778590083, -0.0578656829893589, -0.01904319040477276, -0.02288113534450531, -0.009282042272388935, 0.02937917597591877, 0.029395053163170815, 0.018007906153798103, 0.006001554895192385, -0.010568803176283836, -0.00822339579463005, 0.03655143454670906, -0.04993557557463646, -0.019600020721554756, -0.0014927813317626715, -0.021296663209795952, -0.02402329258620739, -0.00824729260057211, 0.01185569167137146, 0.013875136151909828, 0.020731501281261444, -0.025047093629837036, 0.023611310869455338, 0.02235533483326435, 0.02326878532767296, -0.023076774552464485, -0.018137598410248756, 0.003503606654703617, -0.011849330738186836, -0.015005713328719139, -0.027097534388303757, -0.0008173530804924667, -0.028584832325577736, -0.012528590857982635, -0.02461709827184677, -0.0766623318195343, 0.005308725871145725, -0.0072574191726744175, 0.021200496703386307, 0.02140159346163273, -0.021037526428699493, -0.0054168482311069965, -0.0204580407589674, 0.019795848056674004, 0.013473737984895706, -0.04347583279013634, -0.021121632307767868, -0.004499815870076418, 0.01805618777871132, 0.017082899808883667, -0.01634976640343666, -0.06079849228262901, -0.031670428812503815, -0.041690535843372345, 0.021104706451296806, -0.047622472047805786, -0.039188120514154434, -0.05909155309200287, 0.018852684646844864, -0.005533687770366669, -0.01349480077624321, 0.0020145876333117485, 0.0005074047949165106, -0.009306087158620358, -0.01993730664253235, 0.014387069270014763, -0.006080994848161936, 0.0031204642727971077, 0.008843710646033287, -0.025691162794828415, 0.021419165655970573, -0.01343038771301508, 0.030035804957151413, 0.027471644803881645, -0.03214843198657036, -0.007377151399850845, -0.06646299362182617, -0.005482557229697704, -0.009034228511154652, 0.041507918387651443, -0.024571066722273827, -0.01970221847295761, -0.039873506873846054, 0.015381274744868279, -0.024900875985622406, 0.030612945556640625, -0.028769925236701965, -0.03699304163455963, 0.03795847296714783, 0.08407614380121231, 0.0073442910797894, 0.0413559190928936, 0.034272436052560806, -0.02548486553132534, 0.018106723204255104, -0.07851565629243851, 0.000653776281978935, -0.024706196039915085, -0.05940341576933861, 0.027800163254141808, 0.017044492065906525, 0.019596723839640617, -0.04338765889406204, 0.020536372438073158, 0.014952221885323524, 0.013981533236801624, 0.019031303003430367, -0.0030730196740478277, 0.043625228106975555, -0.02593504823744297, -0.011633873917162418, -0.08681327849626541, 0.022091908380389214, 0.024913687258958817, 0.007980817928910255, -0.01839224435389042, -0.035839419811964035, -0.031085340306162834, 0.03682457655668259, -0.05925390496850014, -0.016286460682749748, 0.026402568444609642, 0.04040412977337837, -0.005534661468118429, -0.007282474543899298, -0.0825728327035904, 0.044696271419525146, 0.025995975360274315, -0.03816786780953407, -0.016572918742895126, -0.0321262888610363, 0.06452804058790207, -0.00495490524917841, -0.00945477094501257, -0.04399404302239418, 0.007398281712085009, 0.024514319375157356, 0.022339103743433952, -0.019675331190228462, 0.033245738595724106, 0.0014261180767789483, 0.0383252315223217, 0.04142314940690994, 0.030721046030521393, -0.002760407980531454, 0.025351306423544884, 0.007124410010874271, -0.05033092573285103, 0.04432037100195885, 0.008437381125986576, -0.01461825706064701, -0.049180805683135986, 0.05698199197649956, 0.033165499567985535, -0.0021668863482773304, -0.04587360471487045, -0.028175095096230507, -0.04926925152540207, -0.01522238738834858, -0.01799592934548855, -0.002405226696282625, -0.04229304939508438, 0.06260805577039719, 0.0025370819494128227, -0.01336104329675436, 0.05339810997247696, 0.004586326889693737, 0.006988792680203915, -0.01046309806406498, 0.07264503836631775, 0.08241923153400421, 0.07317902147769928, 0.010258832946419716, 0.08258283138275146, -0.01682833954691887, -0.06987563520669937, 0.0039146034978330135, -0.03704509511590004, -0.009845561347901821, -0.020339759066700935, 0.023078836500644684, 0.05136341601610184, -0.0010590829188004136, 0.05968094989657402, -0.011398660950362682, 0.0015280471416190267, -0.009490527212619781, 0.016621224582195282, 0.03125615045428276, 0.049899227917194366, 0.02668057754635811, -0.006532116327434778, -0.003059214446693659, -0.014094037935137749, 0.04611235857009888, -0.044858627021312714, -0.032473430037498474, 0.0033722901716828346, 0.003475294215604663, 0.010681218467652798, 0.00030049518682062626, 0.03701811656355858, 0.0673506036400795, -0.01819455809891224, 0.0020746025256812572, 0.015317382290959358, 0.024633338674902916, 0.012693368829786777, -0.0019262785790488124, -0.01292334496974945, -0.02148074470460415, -0.014952200464904308, -0.010789802297949791, -0.02270791120827198, -0.02524029277265072, -0.011544100008904934, 0.06003931909799576, -0.04219432175159454, -0.00015637521573808044, 0.07287870347499847, -0.003117514308542013, -0.021590013056993484, -0.051416825503110886, -0.07173122465610504, -0.03771381452679634, -0.04678758606314659, -0.03510837256908417, 0.0452866293489933, -0.006963449064642191, -0.018090689554810524, -0.04952585697174072, 0.010589380748569965, -0.025604436174035072, 0.025580942630767822, -0.03688556328415871, -0.04496942460536957, 0.04689055308699608, -0.003696050960570574, 0.04862547293305397, 0.03890369459986687, 0.025744104757905006, 0.010113799013197422, -0.010190915316343307, -0.04868515208363533, -0.043723221868276596, 0.06810275465250015, 0.022634461522102356, -0.01085099671036005, -0.08011934906244278, -0.0036644309293478727, 0.041788630187511444, -0.008110744878649712, -0.0385834202170372, 0.044502273201942444, -0.017627332359552383, -0.04740973934531212, 0.045345354825258255, -0.042882729321718216, -0.0064818221144378185, -0.05729944258928299, -0.023841459304094315, -0.0050046928226947784, 0.015143033117055893, 0.02289300225675106, -0.025191418826580048, 0.09877143055200577, 0.014654872938990593, -0.0010364092886447906, -0.01082153245806694, 0.009904454462230206, -0.011720240116119385, -0.047607023268938065, -0.03256377950310707, -0.039071813225746155, -0.036341555416584015, -0.05716153606772423, -0.04861902445554733, 0.021237559616565704, 0.002298923907801509, -0.01421400997787714, 0.017017638310790062, 0.024370811879634857, -0.07637819647789001, 0.013939522206783295, -0.04214335232973099, 0.010444856248795986, -0.03128945827484131, -0.015770789235830307, 0.018048331141471863, -0.005612989887595177, 0.025321507826447487, -0.030222242698073387, 0.030406052246689796, -0.013905858621001244, -0.0050444211810827255, -0.05022507905960083, 0.023808524012565613, 0.03222500905394554, -0.016887035220861435, 0.008598330430686474 ]
[ -0.11896324157714844, -0.011417550966143608, -0.012261204421520233, -0.028197763487696648, 0.0362943634390831, 0.005894332658499479, 0.0015355569776147604, 0.03939644619822502, -0.0040696412324905396, -0.03221118450164795, -0.03660213574767113, 0.01815403439104557, -0.04576215520501137, 0.004817421548068523, 0.07004166394472122, 0.008620687760412693, -0.009839531034231186, -0.11016053706407547, -0.06032118201255798, 0.026605213060975075, 0.012841076590120792, -0.0029317617882043123, -0.03354310616850853, -0.006753146182745695, -0.017772026360034943, 0.011156595312058926, 0.047380294650793076, -0.006851541809737682, -0.010126595385372639, -0.18252669274806976, -0.0009397774119861424, -0.05147572234272957, -0.009704631753265858, -0.016195407137274742, -0.0007296635303646326, 0.014428419061005116, 0.01260923221707344, 0.025917941704392433, 0.03937651962041855, 0.04946320876479149, 0.03633055090904236, 0.031406957656145096, -0.04207942634820938, -0.035345979034900665, 0.0651978924870491, 0.008253525011241436, 0.00624454952776432, -0.010839015245437622, -0.005999554414302111, 0.017315873876214027, -0.007470523007214069, -0.01218514796346426, 0.014903414063155651, -0.03328799828886986, 0.0006041712476871908, 0.061805106699466705, 0.03358009085059166, 0.05788848549127579, 0.013016081415116787, 0.05701432377099991, 0.011982213705778122, -0.004717151168733835, -0.13433784246444702, 0.12748350203037262, 0.01548859290778637, 0.048618417233228683, -0.03217121213674545, -0.03127513453364372, -0.044872235506772995, 0.05703146010637283, 0.010306961834430695, -0.048378679901361465, -0.0614490807056427, 0.030953850597143173, 0.04683390259742737, -0.006164108868688345, 0.0031679547391831875, 0.02605457231402397, 0.037211764603853226, 0.010100183077156544, -0.008868514560163021, -0.04858752712607384, -0.006804248318076134, -0.04849573224782944, -0.03639768809080124, -0.024861063808202744, -0.005402850918471813, 0.04147062078118324, 0.027819568291306496, 0.01937177963554859, 0.03634859621524811, -0.042025815695524216, 0.022474223747849464, -0.02181190997362137, -0.058673057705163956, -0.025060145184397697, -0.002374189905822277, 0.03815985843539238, -0.016723237931728363, 0.3963695764541626, -0.06793271750211716, 0.03313390910625458, 0.05636817216873169, 0.02182691916823387, -0.018321605399250984, -0.005922618322074413, 0.023412873968482018, -0.02906307578086853, 0.0012462317245081067, -0.023914407938718796, 0.01833217777311802, -0.0033311841543763876, 0.06946872919797897, -0.015237695537507534, -0.000039882790588308126, 0.03147834539413452, 0.021941961720585823, -0.029222840443253517, 0.02908717282116413, -0.031363774091005325, 0.023084118962287903, 0.043812382966279984, 0.027958594262599945, -0.003302245633676648, 0.024073651060461998, 0.005834734998643398, 0.0637083649635315, 0.0718599259853363, 0.001022710232064128, 0.03434902802109718, 0.04995507374405861, -0.057949163019657135, -0.045591555535793304, -0.009281153790652752, -0.00404573418200016, 0.014594053849577904, 0.003631079336628318, -0.01668456196784973, 0.02442818693816662, 0.031977348029613495, -0.010468341410160065, -0.04094789922237396, 0.014785089530050755, -0.030621903017163277, -0.04083961248397827, 0.11697927862405777, -0.0026407833211123943, -0.04515587538480759, -0.01967356540262699, -0.04579398036003113, -0.011262339539825916, 0.05389479547739029, -0.009958219714462757, -0.04654457047581673, -0.007803547196090221, 0.04460059106349945, 0.045585889369249344, -0.014819357544183731, 0.006585858762264252, -0.030978959053754807, -0.023941950872540474, -0.005283785052597523, -0.0487000048160553, 0.036273662000894547, 0.04366347938776016, -0.1128896176815033, -0.02934282273054123, -0.035544585436582565, 0.01858893223106861, -0.050263214856386185, -0.00653449073433876, 0.012116724625229836, -0.058196380734443665, -0.010380784049630165, 0.04836239665746689, -0.019153887405991554, -0.025069313123822212, -0.011297296732664108, 0.02625417895615101, -0.010232169181108475, 0.009019569493830204, -0.013189511373639107, -0.07964781671762466, 0.03154479339718819, -0.04326736927032471, -0.0708952248096466, -0.04997316375374794, 0.009464981034398079, 0.016042176634073257, 0.040970396250486374, -0.021594230085611343, -0.06625831127166748, -0.04834189638495445, 0.07592488080263138, -0.016159052029252052, 0.01267913356423378, -0.036151543259620667, -0.009722878225147724, 0.005824371241033077, -0.025593630969524384, 0.023928308859467506, 0.01328231766819954, 0.008103339932858944, 0.027907995507121086, -0.051622822880744934, 0.09916423261165619, 0.05699194595217705, -0.056715045124292374, 0.11017435044050217, 0.0025715113151818514, -0.0740487203001976, 0.011901671066880226, 0.0306655615568161, -0.027901919558644295, 0.035870473831892014, -0.024280298501253128, -0.010155166499316692, 0.009499721229076385, 0.006798004265874624, 0.05422678962349892, 0.01168970949947834, 0.006509734317660332, 0.02524319291114807, -0.31623905897140503, -0.05919085815548897, -0.03494788706302643, 0.002637155819684267, 0.03359072282910347, -0.06587298214435577, 0.02980981394648552, -0.010809570550918579, -0.0061089033260941505, 0.0211949422955513, 0.043616000562906265, 0.02117672935128212, -0.0028663889970630407, -0.08655218034982681, -0.0053068106062710285, 0.0009189143893308938, -0.01050532516092062, -0.056126099079847336, -0.02962186001241207, -0.004740319214761257, -0.0375978909432888, 0.01691458374261856, -0.04309285804629326, -0.09141785651445389, 0.01709357649087906, -0.0327722504734993, 0.10643221437931061, 0.0006653873715549707, 0.04263029992580414, -0.04070093110203743, 0.03870454803109169, 0.004574671387672424, 0.01586555689573288, -0.08692476898431778, 0.03423076868057251, -0.023128928616642952, -0.00566463079303503, -0.007303712889552116, 0.0046468330547213554, -0.006203678902238607, -0.03288378193974495, -0.034205272793769836, -0.04316822066903114, -0.08411853015422821, -0.037375204265117645, -0.014652647078037262, 0.00021005584858357906, -0.03198568895459175, -0.04106121137738228, 0.07163120806217194, 0.04159979522228241, 0.005870853550732136, 0.023183559998869896, 0.061755113303661346, 0.028354771435260773, -0.02307741716504097, -0.02742670848965645, -0.002896819729357958, -0.012470555491745472, -0.024041660130023956, 0.035048846155405045, 0.041887637227773666, 0.033242903649806976, -0.040577031672000885, 0.010406529530882835, 0.0540117472410202, 0.005533100105822086, -0.031245030462741852, 0.06038378179073334, -0.04305465519428253, -0.06371364742517471, 0.13824118673801422, 0.03140970692038536, -0.002450624480843544, 0.016083484515547752, 0.042423855513334274, -0.04313885048031807, 0.019616296514868736, 0.033542122691869736, 0.012465428560972214, 0.017666727304458618, 0.033253442496061325, 0.03929707035422325, -0.005832811817526817, -0.033028002828359604, -0.004057832527905703, -0.05540658161044121, -0.01179591566324234, 0.027503997087478638, -0.014033216051757336, -0.03116041235625744, 0.015228032134473324, -0.02676013484597206, -0.11768777668476105, 0.03972936421632767, -0.0553007610142231, -0.24719426035881042, -0.022075921297073364, 0.0800216943025589, 0.08092691004276276, 0.00726215448230505, 0.042400605976581573, 0.004869951866567135, -0.025476627051830292, -0.013607563450932503, 0.042399145662784576, 0.0006880793953314424, 0.03672486171126366, -0.007704527582973242, 0.008625047281384468, 0.014376232400536537, -0.0036662197671830654, 0.034656018018722534, -0.0035957074724137783, 0.010554097592830658, 0.017014188691973686, 0.024666298180818558, -0.02214778959751129, 0.18160593509674072, 0.03476317226886749, 0.02053796499967575, 0.04151027277112007, -0.010949619114398956, 0.02983427792787552, 0.07038674503564835, -0.012593012303113937, -0.01635304093360901, -0.009632141329348087, 0.049069784581661224, 0.0038319998420774937, 0.018721498548984528, -0.10070326924324036, -0.08995882421731949, 0.067906953394413, 0.01695415936410427, -0.04211481660604477, -0.019528938457369804, 0.029327893629670143, -0.027868682518601418, 0.0034248544834554195, 0.053077373653650284, -0.00781289767473936, 0.007325280923396349, -0.002598794410005212, -0.04984753951430321, 0.005466870032250881, -0.055513277649879456, -0.025224806740880013, 0.041182924062013626, -0.007445380557328463, -0.01671474799513817, 0.06855789572000504, 0.03621341288089752, -0.018851574510335922, 0.028001967817544937, 0.05056191235780716, -0.0011813465971499681, 0.058807484805583954, 0.11092973500490189, -0.010268226265907288, 0.0380321703851223 ]
[ -0.03516269102692604, -0.0018912177765741944, 0.011333751492202282, 0.051441408693790436, 0.005794175900518894, 0.0025038288440555334, -0.009682238101959229, -0.05223241075873375, -0.01006095577031374, -0.07440469413995743, -0.028662139549851418, 0.0326986163854599, 0.015812981873750687, -0.02635938674211502, 0.008003351278603077, -0.020555881783366203, -0.06758145242929459, -0.033110011368989944, 0.00048096448881551623, -0.010440347716212273, -0.04308007284998894, -0.0024961153976619244, 0.015932420268654823, 0.004540023859590292, -0.03550148382782936, 0.017052358016371727, 0.017646923661231995, -0.005488284397870302, 0.01197132095694542, -0.14424991607666016, -0.022275803610682487, -0.06666950136423111, -0.02002367191016674, -0.026846423745155334, -0.04467438906431198, -0.004210012033581734, -0.025414815172553062, 0.07729122787714005, -0.004312986508011818, 0.041057415306568146, -0.03337494656443596, -0.04425707831978798, -0.00046360192936845124, 0.03276761993765831, -0.0037541817873716354, -0.01058240607380867, -0.03528718650341034, -0.030736105516552925, -0.019586997106671333, 0.03208029270172119, 0.0015459925634786487, 0.0012746523134410381, 0.009981631301343441, 0.02643764764070511, 0.00023190595675259829, -0.03129814192652702, -0.0020185429602861404, -0.004867189563810825, 0.001776855904608965, 0.06258147209882736, -0.015015289187431335, 0.0034197336062788963, -0.012712054885923862, -0.026351401582360268, -0.0021293614991009235, 0.0232129767537117, -0.0009105095523409545, -0.03306064382195473, -0.029816608875989914, -0.004944447427988052, -0.008041290566325188, 0.011319107376039028, 0.014410129748284817, -0.03393621742725372, 0.003588254563510418, -0.05297800153493881, -0.05483365058898926, 0.012252699583768845, 0.008658389560878277, 0.024062734097242355, -0.012252552434802055, -0.02503853663802147, 0.014814205467700958, 0.02485060691833496, 0.03880585357546806, 0.01114431582391262, -0.023997973650693893, -0.00804125890135765, 0.011263047344982624, 0.01408417522907257, -0.05053141340613365, 0.020287012681365013, 0.025274788960814476, 0.11834216117858887, -0.07477686554193497, 0.018004706129431725, 0.004460230469703674, -0.015396923758089542, 0.009730380028486252, 0.7718181014060974, 0.008332191035151482, 0.05555236339569092, 0.009089992381632328, 0.06048519164323807, 0.030782068148255348, -0.06295266002416611, -0.013187948614358902, 0.020340437069535255, 0.046349454671144485, -0.003194267163053155, 0.027474669739603996, 0.01389696728438139, 0.013647042214870453, 0.03128012642264366, 0.002291050273925066, 0.0057023800909519196, 0.026305364444851875, -0.022345758974552155, -0.01674114167690277, 0.01814756914973259, 0.04037635400891304, 0.04045890271663666, 0.004140362609177828, -0.0011269923998042941, 0.04988537356257439, -0.17207327485084534, -0.014489294029772282, -8.705497369154805e-33, 0.014041460119187832, 0.035641953349113464, 0.044890258461236954, 0.029074955731630325, -0.019686482846736908, -0.0073734368197619915, 0.001611073617823422, 0.044828031212091446, -0.03361443802714348, -0.04285869002342224, 0.00531663978472352, 0.029324742034077644, -0.013255499303340912, -0.02939353510737419, 0.04324847459793091, 0.012580848298966885, -0.027308326214551926, 0.03867664188146591, 0.015509318560361862, -0.008045952767133713, 0.021298227831721306, 0.04204840213060379, 0.0666295513510704, 0.011564966291189194, -0.02481122687458992, 0.016073497012257576, -0.024588726460933685, 0.05518094077706337, -0.0462186262011528, -0.05823693424463272, -0.011639566160738468, -0.015081153251230717, -0.0052233063615858555, -0.009974602609872818, 0.005043142009526491, -0.01477488037198782, -0.026107454672455788, -0.017175905406475067, -0.005941846873611212, 0.003471153322607279, -0.029830340296030045, -0.01235629990696907, 0.018795426934957504, -0.036201369017362595, -0.026335516944527626, -0.03376052901148796, -0.010976840741932392, -0.01244457345455885, 0.007060878910124302, 0.012555550783872604, -0.002076734323054552, 0.0325595922768116, -0.002041873522102833, -0.020371466875076294, -0.04647215083241463, 0.041314318776130676, -0.030636051669716835, 0.018282055854797363, 0.017081990838050842, 0.00043930349056608975, 0.06847787648439407, -0.02604028768837452, -0.018678462132811546, -0.0032372851856052876, -0.03749801591038704, -0.03809636831283569, 0.021139955148100853, 0.025891754776239395, 0.01798338070511818, -0.0033361564856022596, -0.012260588817298412, 0.05550367012619972, -0.031078550964593887, -0.013135917484760284, 0.036997631192207336, -0.02356354333460331, -0.03118549846112728, 0.02691452018916607, -0.003631028812378645, 0.05782719701528549, 0.06096765771508217, -0.025535518303513527, -0.015906766057014465, -0.0026060943491756916, 0.032101597636938095, -0.02404339797794819, -0.007970800623297691, 0.01751827448606491, 0.034294452518224716, 0.07229522615671158, 0.02491147257387638, 0.022640690207481384, -0.012527129612863064, -0.004618394188582897, -0.02618352696299553, 8.22987986518463e-33, 0.002794412197545171, -0.039212312549352646, -0.05189487710595131, 0.0332493856549263, 0.013886023312807083, -0.01119668036699295, 0.013454502448439598, 0.03654440864920616, -0.03556954115629196, 0.043237119913101196, 0.013751635327935219, 0.027344083413481712, 0.02402970753610134, -0.016744762659072876, -0.02084188349545002, 0.0014615253312513232, -0.015190855599939823, -0.02517319656908512, 0.054378919303417206, -0.04480443149805069, 0.022373855113983154, 0.0005271801492199302, 0.013203110545873642, 0.016381273046135902, -0.039975978434085846, 0.04397745057940483, -0.02735242247581482, -0.04204731434583664, 0.014128988608717918, 0.012683295644819736, -0.014029179699718952, -0.006308487616479397, 0.00526935001835227, -0.021604206413030624, -0.012883905321359634, 0.00841237511485815, -0.025088617578148842, -0.019559800624847412, 0.049862079322338104, 0.015701698139309883, -0.023759687319397926, -0.012501059100031853, 0.004947359208017588, -0.017485622316598892, 0.05662716552615166, 0.020517410710453987, -0.0018710297299548984, -0.0011214592959731817, 0.03579934686422348, 0.04222860559821129, -0.0029386805836111307, 0.0274285227060318, -0.03090243972837925, 0.019355615600943565, 0.007267490029335022, -0.03394244983792305, -0.06203413009643555, -0.006879380438476801, -0.023022430017590523, 0.012348485179245472, -0.006240200717002153, -0.02506256476044655, -0.05147288367152214, 0.01780228689312935, -0.04569235071539879, 0.046942003071308136, -0.026227543130517006, 0.02528470568358898, 0.05660812184214592, -0.018681149929761887, 0.013678091578185558, -0.018472064286470413, 0.008429928682744503, -0.021509071812033653, 0.03957322984933853, -0.04768519476056099, 0.024378778412938118, -0.011915837414562702, -0.02895948477089405, 0.03408244997262955, 0.05300412327051163, 0.017183352261781693, 0.028227979317307472, -0.04953138902783394, 0.007470923010259867, 0.017023000866174698, -0.010406467132270336, -0.002415810478851199, -0.02135564014315605, -0.07401426881551743, 0.019467119127511978, 0.03638679161667824, -0.011441217735409737, -0.03105095960199833, -0.014875482767820358, -1.3203883320045406e-8, -0.04918493703007698, 0.030752308666706085, -0.0029150480404496193, -0.03616322576999664, 0.02247692458331585, -0.02281942032277584, 0.02193194441497326, 0.006050202064216137, -0.03347816318273544, -0.002389153465628624, 0.07378517091274261, 0.003542920108884573, 0.031175822019577026, 0.020875273272395134, -0.01862325333058834, -0.02731112763285637, -0.07088714092969894, -0.009013867005705833, 0.05229863524436951, 0.008436603471636772, -0.006955511402338743, 0.044134754687547684, 0.00036300718784332275, 0.004028793890029192, 0.05483352020382881, -0.003643631236627698, -0.016944091767072678, -0.04393429681658745, 0.020177455618977547, -0.005929674953222275, -0.046701449900865555, -0.056712016463279724, -0.008470498025417328, -0.041606929153203964, -0.04644232988357544, -0.0377071313560009, -0.005642205011099577, -0.029015343636274338, 0.008254239335656166, -0.007405194919556379, 0.058775875717401505, -0.015225067734718323, -0.006525796838104725, -0.02166934125125408, 0.013034610077738762, 0.010084854438900948, -0.06926015019416809, 0.03547060862183571, 0.0350429005920887, -0.031439390033483505, 0.002634856617078185, 0.009012235328555107, 0.05952267721295357, 0.020088832825422287, 0.02719554305076599, -0.006590339355170727, 0.01578700542449951, -0.0057669030502438545, 0.03306576609611511, -0.013181156478822231, 0.050802405923604965, 0.05564183369278908, -0.01931292563676834, -0.01968788541853428 ]
jquery-validation-firefox-refresh-behaviour
https://markhneedham.com/blog/2008/12/02/jquery-validation-firefox-refresh-behaviour
false
2008-12-20 17:29:49
Lean Software Development: Book Review
[ "lean", "poppendieck", "books", "book-review" ]
[ "Books" ]
== The Book http://www.amazon.co.uk/Lean-Software-Development-Agile-Toolkit/dp/0321150783/ref=sr_1_1?ie=UTF8&s=books&qid=1229752951&sr=1-1[Lean Software Development] by Mary and Tom Poppendieck == The Review I'm keen to learn how the ideas from http://www.markhneedham.com/blog/2008/11/19/the-toyota-way-book-review/[The Toyota Way] can be applied to software development and as far as I know this is the first book which addressed this, hence the reason for me reading it. == What did I learn? * I found the idea of *financial based decisions* particularly interesting - I've often had situations when developing software where there are trade offs to make and it would have been much easier to make them if we had a dollar value associated with each potential solution. I'm not sure how willing the business would be to expose this information to the development team though. * There is mention of *setting up incentives at one level higher than you would normally expect* - Nicor is cited as an example of a company which does this. For example, a plant manager would be incentivised based on the performance of all the plants rather than just his plant. The thinking here is to try and get everyone thinking about the bigger picture. I'm not convinced that financial incentives work particularly effectively for motivating people to achieve goals although several colleagues disagree with me in this regard. For me making sure that everyone believes in the project and its goals is more important. * The role of the *master developer* is recognised as being key for ensuring the success of development teams. I'm not sure if this role maps directly with that of a Technical Lead, to me it seems to cover more responsibilities on the business side than a Tech Lead would typically have. It doesn't seem to quite describe the http://www.mcbreen.ab.ca/SoftwareCraftsmanship/[Software Craftsmanship] idea of a Master either. http://blog.scottbellware.com/2008/12/chief-engineer.html[Toyota's idea of a Chief Engineer] most closely describes a role which sounds like that of the master developer. * There is a lot of emphasis placed on *concurrent engineering* - taking a breadth first approach to development over a depth first one. This would involve http://www.gigantiq.com/blogs/mike/?p=26[spiking] lots of different ideas before working out which one is the most appropriate. While I have done this on agile projects, the way it is described in the book suggests considering even more options for longer periods of time. The key is to ensure collaboration with the customer and to design change tolerant systems. * The way to ensure systems are tolerant to change is to *keep things which change together* - in the same layer or module for example. Creating code which has high cohesion and separation makes change easy when it eventually needs to happen. * I liked the idea of considering *development as a cycle of experiments with a test at the end of each cycle*. As is pointed out, we are going to test our code anyway so it makes sense to capture the test so that we can reuse it. When written well tests can be very useful as documentation but as http://www.lostechies.com/blogs/jimmy_bogard/archive/2008/12/18/getting-value-out-of-your-unit-tests.aspx[Jimmy Bogard points out], there are some important steps that we need to follow to ensure that our tests achieve this goal. * I found the reasoning around why we try to maintain a sustainable pace quite interesting. It mostly focused around the need to *maintain some slack in the system* so that if emergencies come up then we are able to respond to these. This would clearly not be the case if we already had our team working flat out. This seems to me to also be a case of non optimising locally at the expense of the whole system. * The ideas around *product integrity* were new to me but quite intriguing - perceived integrity is about the value of a product in the mind of the customer, while conceptual integrity is about ensuring that different parts of the system work together in a consistent way. The Chief Engineer/Master Developer would probably spend a lot of time ensuring this actually happens. * Towards the end of the book the authors talk about *systems thinking* and how we need to ensure that we solve the right problem correctly otherwise we will just end up creating even more problems. Reading this reminded me a lot of http://www.amazon.co.uk/exec/obidos/ASIN/0201479486/qid=1137523622/sr=8-1/ref=sr_8_xs_ap_i1_xgl/202-9177689-4871853[The Logic of Failure] which talks of the difficulties humans have envisaging the effects of the actions they take will have on the world. The http://en.wikipedia.org/wiki/5_Whys[5 Whys] was suggested as a way to get to the *root cause of a problem* rather than focusing on the symptoms. * I like the ideas around *not locally optimising systems* by trying to allocate defects to individual developers for example. In this case we should look to create information measurements rather than performance measurements. I am still intrigued as to whether there are any types of measurements that we can use to evaluate the performance of developers but at the moment I'm not convinced that there are. * My favourite quote came from the last chapter of the book which described instructions for using the material contained within the book. '*Think Big, Act Small, Fail Fast, Learn Rapidly*' - a good motto to follow I think. == In Summary Reading this book has helped provide some more relevant examples of how to apply lean thinking in my work. I think there is quite a lot of overlap between the ideas in the agile and lean worlds in that both are trying to achieve a software development process which results in an end product that the customer actually wants. I am keen to see how the authors suggest introducing some of these ideas in http://www.amazon.co.uk/Implementing-Lean-Software-Development-Addison-Wesley/dp/0321437381/ref=sr_1_1?ie=UTF8&s=books&qid=1229758158&sr=8-1[Implementing Lean Software Development].
null
null
[ 0.014577602967619896, 0.013274907134473324, -0.027800289914011955, 0.044159941375255585, 0.08481793850660324, 0.02223993092775345, 0.010211083106696606, 0.041586339473724365, 0.024889690801501274, -0.007090780418366194, -0.02395796775817871, 0.003246600041165948, -0.04884178563952446, 0.004939589183777571, -0.06647506356239319, 0.07185979932546616, 0.0760074108839035, 0.02998068369925022, 0.01872239261865616, 0.0012768434826284647, 0.037140920758247375, 0.09917302429676056, 0.03715309500694275, 0.03113682195544243, 0.039804596453905106, 0.010997357778251171, 0.025185003876686096, -0.007049122825264931, -0.04225665703415871, 0.0014855004847049713, 0.03961874544620514, 0.0003945599019061774, 0.0038667493499815464, 0.0013655228540301323, 0.012512912973761559, -0.024255530908703804, -0.006755277048796415, 0.011785942129790783, 0.005455500911921263, -0.01640569232404232, -0.07913520187139511, 0.03570098057389259, -0.01781788468360901, 0.017591051757335663, -0.03826180845499039, 0.0008815272594802082, -0.04186946526169777, 0.02313319966197014, -0.002649252535775304, -0.00006419100827770308, -0.05443785339593887, 0.02336469478905201, -0.01560118980705738, -0.022646328434348106, -0.013202688656747341, 0.05690314620733261, 0.009470638819038868, -0.0436914898455143, 0.002955338917672634, -0.0445282943546772, -0.002816916210576892, -0.010577644221484661, 0.013994638808071613, 0.038056351244449615, 0.03818121924996376, -0.050551965832710266, -0.0037135386373847723, 0.04544615000486374, -0.04739676043391228, 0.01634586974978447, -0.04328102245926857, 0.017271367833018303, -0.021636202931404114, 0.007288988213986158, 0.008823546580970287, -0.0717495009303093, 0.006795078050345182, 0.08160445094108582, 0.025659888982772827, 0.05215942859649658, -0.011074141599237919, 0.031701091676950455, 0.0085542481392622, 0.02644219435751438, -0.03899221122264862, -0.03374069929122925, -0.004367208573967218, -0.0408330000936985, -0.06917659938335419, 0.0600314699113369, -0.006736898794770241, -0.04542279243469238, 0.004409011919051409, 0.05108782276511192, -0.01821957901120186, 0.002113725058734417, 0.04309717193245888, 0.01339319720864296, -0.0003924611955881119, -0.00966948177665472, -0.04384130984544754, -0.022270288318395615, 0.0033262534998357296, 0.0028216021601110697, -0.07119496166706085, 0.017186680808663368, -0.014969277195632458, -0.01719917170703411, -0.005610920954495668, 0.013574963435530663, -0.02268213778734207, 0.005466828588396311, -0.046105023473501205, 0.01912388578057289, -0.06982298940420151, 0.07166653871536255, -0.013781231828033924, -0.030330048874020576, -0.008785679005086422, 0.013405297882854939, 0.049854401499032974, 0.008639706298708916, -0.01379045844078064, 0.07007782906293869, 0.013598015531897545, 0.017512883991003036, -0.03674597665667534, 0.054304540157318115, -0.0009687879355624318, -0.05814006179571152, 0.0016737203113734722, 0.04704901576042175, -0.054854732006788254, -0.00267656147480011, 0.0016111747827380896, -0.025310758501291275, 0.02438654936850071, 0.011691262945532799, 0.0221925750374794, 0.028464222326874733, -0.009235287085175514, -0.02505052089691162, 0.013951418921351433, 0.0046585178934037685, 0.037820979952812195, 0.005451231263577938, 0.014486429281532764, -0.034011565148830414, -0.06170754134654999, -0.014330040663480759, 0.020877009257674217, 0.02237703651189804, 0.025460558012127876, -0.023694997653365135, 0.047472428530454636, 0.08243320137262344, 0.049732666462659836, 0.021369528025388718, -0.014895260334014893, 0.030857278034090996, 0.030098561197519302, 0.027727331966161728, 0.03763163089752197, 0.0076598203741014, 0.010379105806350708, -0.0004393478448037058, 0.008122212253510952, 0.04285020753741264, 0.025978567078709602, 0.0003984721552114934, -0.03664266690611839, -0.05565301701426506, 0.03038882091641426, -0.045181550085544586, -0.0072594876401126385, 0.046355415135622025, 0.07536650449037552, 0.04475093632936478, 0.04249796271324158, 0.002758114133030176, -0.08236104995012283, 0.05043840408325195, 0.04022379592061043, 0.011641835793852806, 0.02434905618429184, -0.028079334646463394, 0.06059909611940384, 0.026769934222102165, 0.010500198230147362, 0.02683662809431553, -0.08504468947649002, -0.10751098394393921, -0.019901897758245468, -0.026099655777215958, 0.051280420273542404, -0.03887305408716202, 0.009263548068702221, 0.0396813228726387, 0.01587045006453991, 0.06062851846218109, 0.004775241483002901, -0.006869560107588768, 0.006055466830730438, -0.045197851955890656, -0.044882699847221375, 0.0433884896337986, 0.03732023388147354, 0.012547850608825684, -0.0450865812599659, 0.0268624909222126, -0.024949869140982628, -0.0013419571332633495, 0.04567534476518631, -0.02505585178732872, 0.0480412133038044, -0.00716236000880599, 0.05621270090341568, -0.023805096745491028, 0.06419443339109421, -0.044226329773664474, 0.01459943875670433, 0.007838950492441654, -0.036056146025657654, 0.026696238666772842, -0.006244760472327471, 0.10329698771238327, 0.07911688834428787, -0.04231991618871689, -0.0535111278295517, 0.03458739444613457, 0.008838089182972908, -0.0431411974132061, -0.0031735773663967848, -0.007351751904934645, 0.015124849043786526, 0.001811830559745431, -0.07081752270460129, -0.029177745804190636, 0.017078068107366562, -0.054759956896305084, 0.025799674913287163, 0.05013570189476013, -0.02262631617486477, 0.054190218448638916, 0.02109307236969471, -0.027781352400779724, -0.018191974610090256, 0.003442790126428008, -0.06166838854551315, 0.0029908965807408094, -0.009355367161333561, -0.02782115899026394, 0.04945950210094452, -0.03159313648939133, -0.042050912976264954, -0.041579753160476685, -0.03316975012421608, 0.04313439875841141, 0.060908932238817215, 0.06015876308083534, -0.025788692757487297, 0.05260638892650604, -0.03072800114750862, 0.042502760887145996, 0.021715674549341202, -0.03361256793141365, -0.044036466628313065, -0.03747022897005081, -0.004271879326552153, 0.02746443636715412, -0.006823226343840361, 0.010777425020933151, 0.010726932436227798, 0.008621386252343655, -0.007154254242777824, -0.015715843066573143, 0.02568124420940876, -0.001739576575346291, 0.010996384546160698, -0.030534440651535988, -0.004368172492831945, 0.04144124686717987, -0.04680969938635826, -0.01951257698237896, 0.0006867776392027736, -0.09570277482271194, 0.046456336975097656, -0.05612585321068764, -0.012919153086841106, -0.01864618808031082, 0.013538399711251259, 0.03539108857512474, 0.009197537787258625, 0.02879544161260128, 0.054003987461328506, 0.013245513662695885, -0.005809968337416649, 0.015559685416519642, -0.0021723106037825346, 0.02511594630777836, 0.017325863242149353, 0.0005478681996464729, 0.05010420083999634, -0.0014984216541051865, 0.004142170771956444, -0.06106690317392349, 0.04881548881530762, -0.020887324586510658, -0.2753235697746277, 0.03750166669487953, -0.003153239842504263, -0.053306009620428085, 0.03549513220787048, -0.005650094710290432, -0.0012722692918032408, -0.07064417004585266, -0.011058415286242962, 0.018194222822785378, -0.041800592094659805, -0.03647998347878456, -0.009308782406151295, 0.033977001905441284, 0.007217911072075367, 0.024829091504216194, 0.06084005534648895, -0.027058705687522888, 0.002066192450001836, 0.046639785170555115, -0.01893952116370201, -0.06373827159404755, 0.0011937847593799233, 0.027924230322241783, 0.04806743189692497, 0.06692539155483246, -0.06266383826732635, 0.047494515776634216, -0.0653679370880127, -0.008936266414821148, 0.005839158780872822, 0.00956409890204668, -0.009756173938512802, -0.026903407648205757, -0.006681249011307955, -0.012280234135687351, 0.026531551033258438, 0.009815976954996586, 0.00317761511541903, 0.004639719612896442, -0.010014080442488194, -0.034275103360414505, 0.0050265793688595295, 0.013233855366706848, 0.07323509454727173, 0.0038911832962185144, -0.09884049743413925, -0.005809077527374029, -0.021480590105056763, 0.09049607813358307, -0.026378314942121506, -0.01803799346089363, 0.0036193106789141893, 0.030220476910471916, 0.004446540493518114, -0.02684302255511284, 0.01956753246486187, -0.023455016314983368, -0.0373702347278595, -0.019055070355534554, -0.014616192318499088, -0.0304122157394886, -0.02502484619617462, -0.05209878087043762, -0.008650626055896282, -0.06537389010190964, -0.05079716071486473, -0.02824382483959198, 0.056137923151254654, 0.005915843416005373, -0.046676646918058395, 0.006051403004676104, -0.013550966046750546, -0.10144729167222977, -0.004327791277319193, -0.010442400351166725, -0.01737840473651886, 0.015844933688640594, 0.010750818997621536, 0.04240750893950462, -0.02663867361843586, -0.049483153969049454, 0.017215507104992867, -0.0011392084416002035, 0.027086783200502396, -0.02003796584904194, 0.04624152556061745, 0.033608175814151764, -0.0156183373183012, 0.0050685470923781395, 0.06515481323003769, 0.004954280331730843, -0.01516770664602518, -0.030740419402718544, 0.03791235387325287, -0.004798545967787504, 0.019864462316036224, -0.012950535863637924, -0.006065350957214832, 0.026302974671125412, -0.005015513394027948, -0.049397483468055725, 0.014299178496003151, -0.010159647092223167, -0.016843577846884727, -0.03428942337632179, -0.05718907713890076, 0.008410405367612839, 0.02711731567978859, 0.020678415894508362, 0.010563364252448082, -0.02869492396712303, 0.020333504304289818, -0.051064930856227875, -0.031180692836642265, -0.024617811664938927, 0.005734600126743317, 0.04706953465938568, -0.008329657837748528, 0.00981481559574604, -0.05243431404232979, 0.004389179404824972, -0.03476732224225998, -0.042961712926626205, -0.06421315670013428, -0.00025042955530807376, -0.02631143294274807, -0.011678596958518028, 0.013060217723250389, 0.026662688702344894, -0.021439045667648315, 0.03212616592645645, 0.017974957823753357, -0.047539807856082916, -0.022776082158088684, -0.04342242702841759, -0.06314769387245178, -0.022834451869130135, -0.010568113066256046, -0.003979125060141087, -0.0033381327521055937, 0.031529150903224945, -0.007524741347879171, 0.006439691875129938, 0.04172838479280472, 0.01611855812370777, -0.0024988343939185143, -0.01273496262729168, 0.03942229598760605, 0.016891593113541603, -0.005155251361429691, -0.06310776621103287, 0.02088279463350773, -0.049581971019506454, -0.024080056697130203, -0.03672897443175316, 0.030004261061549187, -0.024950142949819565, -0.028803125023841858, -0.004378576297312975, 0.010216785594820976, -0.048486318439245224, -0.028905095532536507, -0.021230045706033707, 0.029214583337306976, 0.07153686881065369, -0.0004609621246345341, 0.018642835319042206, -0.022539325058460236, 0.012762377969920635, 0.018838632851839066, 0.007856706157326698, -0.04171163588762283, -0.005777092184871435, -0.003208964364603162, 0.007498095743358135, 0.022944314405322075, 0.004326561000198126, 0.03023463860154152, -0.006085310131311417, -0.007793012075126171, -0.03775954619050026, 0.00411443505436182, 0.013133576139807701, 0.028853030875325203, 0.008146480657160282, -0.0064987135119736195, -0.010451037436723709, -0.020460888743400574, -0.024371644482016563, -0.03481495752930641, -0.020898304879665375, 0.004499807953834534, 0.011038262397050858, -0.03795485943555832, -0.07211502641439438, 0.045637696981430054, 0.020624490454792976, -0.0093415267765522, 0.02805628441274166, -0.033872466534376144, 0.005215715616941452, -0.03149355947971344, 0.02270541712641716, 0.05136147513985634, -0.07579562813043594, 0.009045588783919811, -0.004786076955497265, -0.001130944467149675, 0.008927910588681698, -0.020762672647833824, -0.03784296661615372, -0.018016722053289413, -0.03145778924226761, 0.004450691398233175, -0.0861978605389595, -0.005938450340181589, -0.028450515121221542, -0.004164631012827158, -0.001228602253831923, 0.02100726030766964, -0.008636473678052425, -0.023082813248038292, -0.04348410293459892, 0.004784890916198492, 0.023220732808113098, -0.02481270022690296, -0.0026666016783565283, 0.010220782831311226, -0.04034850746393204, -0.029322996735572815, -0.03502051532268524, -0.003590954467654228, 0.014405372552573681, -0.016994206234812737, -0.013103305362164974, -0.033887919038534164, 0.002214816166087985, 0.012245423160493374, 0.027824679389595985, -0.0006685848929919302, -0.014567237347364426, -0.035490602254867554, -0.0167874526232481, -0.04975244030356407, 0.0015661237994208932, -0.031303297728300095, -0.014979716390371323, 0.03379938378930092, 0.07217197865247726, 0.0246628075838089, 0.030557021498680115, -0.0032944714184850454, -0.012786874547600746, 0.05270075052976608, -0.06030529364943504, -0.035614050924777985, -0.01151630561798811, -0.0437789261341095, 0.005707108415663242, -0.0019485736265778542, 0.03845926746726036, -0.03165237233042717, 0.06228294223546982, 0.02122909389436245, 0.04486270621418953, 0.02017039991915226, 0.00029066167189739645, 0.03982362523674965, -0.07093936949968338, 0.0039185695350170135, -0.08468767255544662, -0.011753706261515617, 0.024116462096571922, -0.0020930017344653606, -0.01193161215633154, 0.0004911870346404612, -0.058267105370759964, 0.0459933765232563, -0.08502835035324097, -0.03431329131126404, 0.04300374537706375, -0.0039018860552459955, -0.015164918266236782, 0.01986747235059738, -0.05953309312462807, 0.035876259207725525, 0.023908695206046104, -0.05057244747877121, -0.02008451707661152, -0.012631929479539394, 0.051606688648462296, 0.0022169139701873064, 0.0373687706887722, -0.046389058232307434, -0.010831037536263466, 0.0835566595196724, 0.009461182169616222, -0.008215757086873055, 0.0439039021730423, 0.000728379120118916, 0.025774521753191948, 0.04012063518166542, 0.026178691536188126, -0.018334146589040756, 0.04271439462900162, -0.008783292956650257, -0.07499811798334122, 0.017301270738244057, 0.00011409661237848923, -0.027627184987068176, -0.02578601986169815, 0.04893116280436516, 0.02025812491774559, -0.016697917133569717, -0.050524234771728516, -0.01576516404747963, -0.05466601625084877, -0.004380180966109037, -0.017595523968338966, 0.0031898340675979853, -0.0524800606071949, 0.04899750277400017, -0.005067817401140928, 0.016047528013586998, 0.04518891125917435, 0.0011758363107219338, -0.03277628868818283, -0.013805086724460125, 0.09415125101804733, 0.08813485503196716, 0.0562673881649971, 0.01863953471183777, 0.07329044491052628, 0.00665961904451251, -0.04376811161637306, 0.014784740284085274, -0.010232065804302692, -0.003491939278319478, -0.029677825048565865, 0.0012823838042095304, 0.0619974322617054, 0.0160200297832489, 0.05656203627586365, -0.003829656634479761, -0.01670650951564312, 0.005707317031919956, 0.02103535458445549, -0.0012117805890738964, 0.061493948101997375, 0.009419512003660202, 0.009037426672875881, -0.03098650649189949, -0.03911330923438072, 0.019121546298265457, -0.01711384579539299, -0.01795019768178463, 0.035696275532245636, 0.0006042338209226727, 0.03423505648970604, 0.001333949388936162, 0.0240875743329525, 0.09242717921733856, -0.03092244639992714, 0.010311504825949669, 0.0028659929521381855, 0.027647696435451508, -0.013934606686234474, 0.01418450940400362, -0.03369275480508804, -0.021209878847002983, -0.02026059851050377, -0.01660790666937828, -0.03612876310944557, -0.001781789818778634, -0.0008490598993375897, 0.03482462093234062, -0.014986787922680378, 0.006590590346604586, 0.03899425268173218, 0.011785701848566532, -0.03079579956829548, -0.04495573416352272, -0.0284576453268528, -0.04538490250706673, -0.04798117280006409, -0.025150563567876816, 0.01900508627295494, -0.007186836563050747, -0.04299065098166466, -0.005991226993501186, -0.0033289240673184395, -0.029442312195897102, 0.034524139016866684, -0.05455854907631874, -0.013988574966788292, -0.009256696328520775, 0.026569176465272903, 0.020605938509106636, 0.011242312379181385, 0.06129750981926918, 0.004927900154143572, -0.02044316753745079, 0.011322155594825745, 0.02204931154847145, 0.028796711936593056, 0.012630999088287354, 0.03705586865544319, -0.061619050800800323, 0.02306537702679634, 0.04111470654606819, -0.02557145431637764, -0.06064355745911598, 0.03357142210006714, 0.013173054903745651, -0.032122768461704254, 0.05139121040701866, -0.0008049015305005014, 0.02177380956709385, -0.02948889508843422, -0.00982144009321928, -0.004302429035305977, 0.01289463322609663, 0.03034910187125206, -0.038511063903570175, 0.10151014477014542, 0.041614048182964325, 0.009593410417437553, -0.039939992129802704, 0.0008223925833590329, 0.0004211149353068322, 0.017545653507113457, -0.03190622478723526, -0.019600899890065193, -0.018797708675265312, -0.08810210973024368, -0.01873045600950718, 0.011970506981015205, -0.03235504403710365, -0.040746670216321945, 0.023457972332835197, 0.01566353254020214, -0.028983594849705696, 0.016551336273550987, -0.04809470847249031, 0.03178964927792549, -0.030798833817243576, -0.006078493315726519, 0.0025772270746529102, 0.016787102445960045, 0.004610275384038687, -0.0000016799117474874947, 0.006365940440446138, -0.06533332169055939, 0.02497262693941593, 0.0011703551281243563, 0.028562230989336967, 0.047198161482810974, 0.03118991293013096, 0.00611605029553175 ]
[ -0.08404659479856491, -0.017946407198905945, 0.010508188046514988, -0.03719433769583702, 0.03040396422147751, -0.03317829221487045, -0.011694333516061306, 0.018878843635320663, -0.02271047793328762, -0.006971800699830055, 0.021399158984422684, -0.016399716958403587, -0.0038907823618501425, -0.03842945769429207, 0.058272093534469604, 0.01536528766155243, 0.0021549430675804615, -0.06547998636960983, 0.01831926964223385, 0.01748683862388134, 0.016403257846832275, -0.053594477474689484, -0.04802748188376427, -0.024855023249983788, 0.049983859062194824, -0.014416656456887722, 0.011364242061972618, -0.02048899419605732, 0.0003280509845353663, -0.1553104966878891, -0.00044912032899446785, 0.03592779114842415, 0.053201645612716675, -0.02332313545048237, 0.009659386239945889, 0.06288525462150574, 0.03906360641121864, -0.004926352296024561, -0.010488214902579784, 0.009590793401002884, 0.011800757609307766, 0.017035245895385742, -0.011493123136460781, -0.03016495518386364, 0.049558669328689575, 0.002901206025853753, 0.0057496740482747555, -0.033225756138563156, -0.030601205304265022, 0.005298369564116001, -0.07390782237052917, -0.032624710351228714, -0.020878776907920837, -0.004967960994690657, -0.012387404218316078, 0.017150813713669777, 0.020116571336984634, 0.053745631128549576, -0.01412888802587986, 0.017410047352313995, 0.05003844574093819, -0.03716791048645973, -0.16318821907043457, 0.07259815186262131, 0.04720021039247513, 0.0771944671869278, -0.05469012260437012, -0.0017916259821504354, -0.0021280988585203886, 0.07635689526796341, 0.03511204198002815, -0.03996022045612335, -0.03471323475241661, 0.00834780465811491, 0.005754389334470034, -0.004458503797650337, 0.03145623579621315, 0.043615277856588364, -0.0031261576805263758, -0.0354202464222908, -0.032092414796352386, 0.005671137943863869, -0.04136289283633232, -0.0129840774461627, -0.0715307891368866, 0.03642435371875763, 0.02638866938650608, 0.03457082062959671, 0.04669875651597977, 0.05235053971409798, 0.0359179824590683, -0.0018802883569151163, 0.03711991757154465, -0.01767083629965782, -0.07635340839624405, -0.00024499258142895997, 0.007370442617684603, 0.012683971785008907, -0.06079939380288124, 0.43645179271698, -0.004677914083003998, -0.023362336680293083, 0.0480051189661026, 0.027852073311805725, 0.015323573723435402, 0.02762981504201889, -0.002431384054943919, -0.02290991134941578, 0.048595692962408066, -0.0076419897377491, 0.048929184675216675, 0.02221718057990074, 0.03767598047852516, -0.0646335631608963, 0.0011954880319535732, 0.008924825116991997, 0.0004469393170438707, 0.01807618886232376, 0.0015084099723026156, -0.006186824757605791, -0.011591440066695213, 0.022064857184886932, 0.03493163734674454, -0.0003658493224065751, -0.052914101630449295, -0.04758445918560028, 0.0124840522184968, 0.045595236122608185, 0.03247058391571045, -0.01046808809041977, 0.05618860572576523, -0.04214854538440704, -0.08487477153539658, -0.01238541305065155, 0.03268599882721901, -0.0026039867661893368, -0.0052655842155218124, -0.02771582268178463, -0.0063173603266477585, 0.07659097760915756, -0.020985107868909836, 0.01899845153093338, 0.004900902975350618, -0.046692412346601486, -0.055162493139505386, 0.09172827005386353, 0.06324092298746109, -0.0410529300570488, -0.024725373834371567, -0.0050506507977843285, -0.016181474551558495, 0.016131898388266563, 0.023173220455646515, -0.057891279458999634, 0.044305723160505295, 0.02404095232486725, 0.10311855375766754, -0.01156661007553339, -0.06469196081161499, -0.016179032623767853, -0.0013075033202767372, -0.007621344178915024, -0.06757274270057678, 0.0564788356423378, 0.06760372221469879, -0.1348511129617691, -0.028097517788410187, 0.011951477266848087, 0.012234258465468884, -0.04937746748328209, -0.02772459015250206, 0.03210524097084999, -0.023368488997220993, 0.008324332535266876, 0.07478717714548111, -0.04429341107606888, -0.04082956910133362, 0.016480106860399246, 0.05382528901100159, 0.019299868494272232, 0.03769223019480705, -0.00024098192807286978, 0.008935974910855293, -0.018739303573966026, -0.01826387085020542, -0.05179030820727348, -0.04014337435364723, -0.010585312731564045, -0.0387820303440094, 0.005224928259849548, -0.020505715161561966, 0.005567632149904966, -0.08426830172538757, 0.10836783051490784, -0.031242279335856438, -0.02556402049958706, 0.010900236666202545, -0.0005392676685005426, -0.02065241150557995, -0.018991952762007713, -0.11260826885700226, 0.00705884350463748, -0.049984052777290344, 0.005748725961893797, -0.06739199161529541, 0.047645777463912964, 0.03569769859313965, -0.04168679565191269, 0.08987508714199066, 0.06043671816587448, -0.04763349890708923, -0.02997242473065853, 0.003915312699973583, 0.035951074212789536, -0.009704827331006527, -0.0029263526666909456, -0.018674211576581, 0.048285264521837234, -0.01778734102845192, 0.009833435527980328, -0.019891247153282166, 0.02931155636906624, -0.03283200040459633, -0.3366869390010834, -0.03293609619140625, -0.06783442944288254, 0.0281191635876894, 0.013954438269138336, -0.02612469717860222, 0.006239714566618204, -0.019436102360486984, -0.04953467473387718, 0.001861987286247313, 0.11370574682950974, -0.03629370778799057, 0.01198649127036333, -0.06442121416330338, 0.029908722266554832, -0.005067519377917051, -0.043959926813840866, -0.034112248569726944, -0.036591608077287674, -0.009651797823607922, 0.03291187435388565, 0.010747656226158142, -0.01710423082113266, -0.03084241971373558, -0.00009126545046456158, -0.039060503244400024, 0.057239655405282974, -0.014487349428236485, 0.08591459691524506, -0.012131812050938606, 0.03153156861662865, 0.0488729290664196, 0.02641013078391552, -0.11239349842071533, -0.0014008480357006192, -0.029483122751116753, 0.00936071202158928, -0.0202572550624609, 0.004407146479934454, -0.02370750717818737, -0.02951931208372116, 0.03476928919553757, -0.05960075557231903, -0.008186574093997478, -0.06892333924770355, 0.022587647661566734, -0.016713522374629974, -0.018794983625411987, 0.0009423180017620325, 0.06313133984804153, -0.010303369723260403, 0.0049711610190570354, 0.0027456912212073803, 0.027420327067375183, 0.018348252400755882, -0.02538900263607502, -0.09033028781414032, 0.054162394255399704, 0.016667665913701057, -0.01761247031390667, 0.022940408438444138, 0.029377244412899017, 0.05063949152827263, -0.0425095334649086, -0.0003306033613625914, -0.029173890128731728, -0.022334041073918343, 0.026177654042840004, 0.028957225382328033, -0.017192965373396873, 0.0029511344619095325, 0.06525351852178574, -0.007543239276856184, -0.02185959182679653, 0.008509797044098377, 0.032486461102962494, 0.009031723253428936, -0.004012440796941519, 0.000009802396562008653, -0.030663056299090385, -0.035702019929885864, -0.03385493904352188, 0.05157319828867912, -0.012626208364963531, 0.002991156652569771, 0.01688724383711815, -0.021518032997846603, -0.07008662074804306, 0.04556313529610634, 0.03973344713449478, -0.03976542875170708, 0.005977609660476446, -0.02710617333650589, -0.035358674824237823, 0.0930236279964447, 0.030959483236074448, -0.2270810455083847, 0.039846330881118774, 0.05080752074718475, 0.03198334202170372, -0.009640191681683064, 0.016485238447785378, 0.016232874244451523, -0.06955903768539429, 0.00018930481746792793, 0.041003938764333725, 0.04911702498793602, 0.00569944316521287, 0.008247097954154015, -0.015210023149847984, 0.0522824302315712, -0.013748585246503353, 0.06067265197634697, -0.01806626468896866, 0.044745128601789474, 0.02699698694050312, -0.0061387657187879086, 0.013557176105678082, 0.16729500889778137, 0.004768746439367533, 0.04344711825251579, 0.018629979342222214, -0.019579853862524033, -0.004643190652132034, 0.07663004100322723, 0.03632136434316635, 0.058300167322158813, 0.005815696436911821, 0.0473138727247715, 0.021488580852746964, 0.007825006730854511, -0.06555774807929993, -0.011703543365001678, 0.03870537132024765, 0.03271118924021721, 0.006833675783127546, 0.011310613714158535, 0.021988699212670326, -0.031220389530062675, 0.014806968159973621, 0.07972930371761322, -0.007904412224888802, -0.015571457333862782, -0.07237455248832703, -0.05033181235194206, -0.009513016790151596, -0.0337248221039772, -0.012456852942705154, -0.00922407303005457, -0.00776577927172184, 0.03870962932705879, 0.037540361285209656, -0.0014741307822987437, -0.05724627897143364, -0.020728720352053642, -0.011013810522854328, -0.02609756402671337, -0.014376815408468246, 0.09340318292379379, 0.03386406600475311, 0.0523713119328022 ]
[ -0.010127975605428219, 0.005178012419492006, -0.010033016093075275, -0.0004486751276999712, 0.0022877375595271587, 0.0065629747696220875, -0.004944044630974531, 0.030351489782333374, 0.005391370505094528, 0.013938406482338905, -0.008814865723252296, 0.030747096985578537, 0.018708335235714912, -0.04439854994416237, 0.006482632830739021, -0.0027916119433939457, -0.02878440171480179, 0.007961372844874859, 0.03032810054719448, 0.004036575555801392, -0.01601029559969902, 0.011901788413524628, -0.002405735896900296, 0.019100140780210495, -0.01466192677617073, 0.021700723096728325, -0.0036471528001129627, 0.008245947770774364, 0.03711678460240364, -0.13646002113819122, -0.013985957019031048, -0.00037536054151132703, 0.02011908032000065, 0.02689039148390293, 0.01005913782864809, 0.011184138245880604, 0.018695658072829247, -0.02093249186873436, -0.01987108774483204, -0.01459159329533577, -0.009358604438602924, -0.0014754410367459059, 0.000057144221500493586, 0.016446836292743683, -0.02277231775224209, 0.011326739564538002, 0.0021953836549073458, -0.05806723237037659, -0.002540642162784934, -0.045685045421123505, -0.04410766810178757, -0.01714145950973034, 0.0029104328714311123, -0.03300042450428009, 0.038345009088516235, 0.010381802916526794, 0.027019662782549858, -0.011240446008741856, 0.0064123994670808315, -0.028359845280647278, 0.02514265477657318, -0.05859195441007614, -0.04150613397359848, -0.020924117416143417, -0.005991108249872923, -0.0013229779433459044, -0.03970089554786682, 0.02120535634458065, -0.02296849898993969, -0.014650246128439903, 0.019620545208454132, -0.02253713458776474, -0.024379754438996315, -0.051722925156354904, -0.008213186636567116, -0.007291434798389673, -0.000528076256159693, -0.0009255217737518251, 0.022076325491070747, -0.021602267399430275, -0.05598455294966698, 0.06275226920843124, -0.022866444662213326, -0.05563902109861374, -0.04523376747965813, -0.01110905222594738, 0.023353055119514465, -0.03246213123202324, 0.026755090802907944, 0.07901601493358612, -0.013871260918676853, 0.03617807850241661, -0.00951166357845068, -0.013850723393261433, -0.08518464118242264, 0.013531212694942951, 0.02860807441174984, -0.05723632499575615, 0.02289973385632038, 0.8343935012817383, -0.002533124992623925, 0.022571058943867683, 0.026225876063108444, -0.02120237424969673, -0.0180146936327219, 0.009471781551837921, -0.016737287864089012, -0.013659362681210041, 0.02138225920498371, -0.02805563621222973, 0.0026815312448889017, 0.01583475060760975, 0.026336977258324623, 0.02466357685625553, -0.006143101025372744, 0.004674303345382214, 0.0065626343712210655, -0.021386411041021347, -0.02170388586819172, -0.01891236938536167, 0.019643273204565048, -0.005481891334056854, -0.010548996739089489, -0.019991930574178696, -0.003220755374059081, -0.1823754757642746, -0.03076736256480217, -9.230280659032092e-33, 0.0012864023447036743, -0.006106765475124121, 0.012168563902378082, -0.00002192313695559278, -0.009221717715263367, 0.008219541050493717, 0.028203852474689484, 0.034000977873802185, 0.0044456180185079575, -0.010044600814580917, -0.02265184186398983, -0.021321840584278107, -0.03450653329491615, -0.023050582036376, 0.007235408760607243, -0.005040253046900034, -0.0156361423432827, 0.03867683559656143, -0.02312890626490116, 0.014370216056704521, 0.0519542433321476, -0.005478810518980026, -0.0076099275611341, -0.0016178833320736885, 0.03168896958231926, -0.0011804471723735332, 0.023400340229272842, 0.015068910084664822, 0.026083989068865776, -0.04320567473769188, -0.029666204005479813, 0.020137127488851547, -0.0120707331225276, 0.010870709083974361, -0.02371274307370186, -0.06874001026153564, -0.04237273335456848, -0.00854997243732214, -0.01616329327225685, 0.007168879732489586, -0.006952539552003145, -0.010137755423784256, -0.001109786331653595, 0.012519965879619122, -0.015316334553062916, 0.05868876725435257, 0.02967483177781105, 0.047202982008457184, 0.016273997724056244, 0.021559569984674454, -0.016999386250972748, 0.008665721863508224, 0.03634293004870415, -0.009787328541278839, 0.0008594121318310499, 0.02078709751367569, -0.00032371957786381245, -0.00679853605106473, -0.028377488255500793, 0.015013673342764378, -0.025982804596424103, 0.01257543545216322, -0.02256682515144348, -0.03051953949034214, -0.01191038265824318, 0.02732918970286846, -0.00253892969340086, 0.01684797927737236, 0.015241686254739761, 0.013148306868970394, -0.046034473925828934, -0.0071587348356842995, -0.01917281746864319, 0.007922094315290451, 0.02112029306590557, 0.0027232796419411898, -0.0066649168729782104, 0.025209801271557808, -0.0068727415055036545, 0.04634988680481911, -0.03562873229384422, 0.06108083948493004, -0.012733563780784607, -0.023268917575478554, 0.019646169617772102, 0.03450370952486992, -0.010009550489485264, -0.009959202259778976, 0.013320778496563435, 0.041654396802186966, -0.005303625483065844, -0.015790291130542755, -0.008366909809410572, 0.0172653216868639, -0.026528893038630486, 8.888020785110798e-33, 0.005521621089428663, -0.02427278272807598, 0.014026828110218048, 0.012035785242915154, 0.047163285315036774, 0.008088119328022003, -0.039915308356285095, -0.014434763230383396, -0.033053454011678696, 0.031419362872838974, -0.00877529475837946, -0.02402130700647831, -0.036178868263959885, 0.029988998547196388, 0.015780560672283173, -0.028488891199231148, 0.04177360236644745, -0.01802065782248974, -0.000939276535063982, -0.00925026461482048, 0.019585708156228065, 0.014132250100374222, 0.003294867230579257, 0.0141927320510149, 0.01759384386241436, 0.057116709649562836, -0.015666883438825607, 0.018047800287604332, 0.0046625202521681786, 0.018549880012869835, 0.04836108908057213, -0.023465147241950035, -0.006167504470795393, 0.005864504259079695, -0.019507234916090965, 0.005852030124515295, 0.001042853808030486, -0.02801082469522953, -0.01524708978831768, 0.04333800822496414, 0.015113172121345997, -0.03234131634235382, 0.012819570489227772, 0.029345491901040077, 0.002398067619651556, -0.04540598392486572, 0.0010895882733166218, -0.04026588052511215, -0.01201421208679676, 0.020385505631566048, 0.0251611415296793, 0.02960134856402874, -0.0016876512672752142, 0.04098081588745117, -0.0035024345852434635, -0.0044265748001635075, 0.02709304168820381, 0.007698885165154934, 0.007125030737370253, 0.03450017794966698, -0.014045893214643002, -0.016920989379286766, -0.014613424427807331, 0.030397361144423485, -0.04084514454007149, 0.004268556367605925, 0.07672613859176636, 0.002904570661485195, -0.011907979846000671, -0.02104724943637848, -0.02309887483716011, 0.012429517693817616, 0.016591930761933327, 0.048406705260276794, -0.012694002129137516, -0.004556652624160051, -0.005352296866476536, -0.033728424459695816, -0.0037812506780028343, -0.010856841690838337, 0.0036602173931896687, -0.007606848143041134, 0.02669033594429493, 0.02228584699332714, -0.008859743364155293, 0.015158931724727154, -0.031431589275598526, -0.005673350300639868, 0.03910452872514725, -0.005040701478719711, 0.003028114326298237, -0.004226802848279476, 0.017094654962420464, 0.042383309453725815, -0.017156332731246948, -1.409571037669366e-8, -0.018610673025250435, 0.005402745213359594, -0.008990745060145855, -0.011521781794726849, 0.031064042821526527, 0.00998581200838089, -0.027218502014875412, -0.001345285796560347, -0.03674686327576637, 0.012260249815881252, 0.040598444640636444, -0.03207848593592644, -0.02773982845246792, 0.019093608483672142, 0.00433883722871542, -0.06942532956600189, -0.003819494042545557, 0.03968105465173721, 0.029553532600402832, -0.005752411670982838, 0.0031021542381495237, 0.049017809331417084, -0.03441331535577774, 0.012966802343726158, 0.01676061935722828, -0.026095464825630188, -0.0008227864746004343, -0.06170566380023956, 0.0487145259976387, 0.005600251257419586, 0.03621450439095497, 0.001809190958738327, -0.03358834981918335, 0.059203118085861206, -0.01277872547507286, -0.042676713317632675, 0.04554801061749458, 0.04919765889644623, -0.01989717409014702, 0.025628576055169106, -0.00009739467350300401, 0.0013112184824422002, -0.032278332859277725, -0.02528182417154312, -0.013955519534647465, 0.02366821840405464, -0.04476059600710869, -0.010331126861274242, 0.022448930889368057, -0.02100900374352932, 0.030692745000123978, -0.006123366765677929, 0.03284943476319313, 0.04644633084535599, -0.012488245032727718, -0.01442867424339056, -0.022460605949163437, -0.018210578709840775, -0.06203287094831467, -0.024649323895573616, 0.0014253525296226144, 0.00382153014652431, 0.010087106376886368, 0.0028336283285170794 ]
lean-software-development-book-review
https://markhneedham.com/blog/2008/12/20/lean-software-development-book-review
false
2008-12-18 22:34:48
Testing: What is a defect?
[ "testing" ]
[ "Testing" ]
One of the key ideas that I have learnt from my readings of http://www.markhneedham.com/blog/2008/11/19/the-toyota-way-book-review/[The Toyota Way] and http://www.markhneedham.com/blog/2008/12/09/taiichi-ohnos-workplace-management-book-review/[Taaichi Ohno's Workplace Management] is that we should *strive not to pass defects through the system to the next process*, which you should consider to be your customer. As a developer the next process for each story is the testing phase where the testers will (amongst other things) run through the acceptance criteria and then do some exploratory testing for scenarios which weren't explicitly part of the acceptance criteria. The question is how far should we go down this route and what exactly is a defect using this terminology - if a tester finds a bug which was listed in the acceptance criteria then I think it's reasonable enough to suggest that the developer has moved a defect onto the next stage. But what about if that bug only appears on one particular browser and that's one that the developer didn't test against but the tester did. Clearly automating tests against different browsers can help solve this problem but there are still some types of tests (particularly ones requiring visual verification) where it's much more grey. We want developers to write code with as few defects as possible but at the end of the day testers are much better at using software in ways that is likely to expose defects that developers wouldn't even think about and I think this is definitely a good thing. My current thinking around this area is that a *defect is something which was covered by the acceptance criteria or something which has been previously exposed by exploratory testing and reappears*. Anything else is a normal part of the process.
null
null
[ -0.004544861614704132, 0.020931264385581017, -0.008271635510027409, 0.0343400239944458, 0.08379442989826202, 0.010439570061862469, 0.033498991280794144, 0.04344118759036064, 0.02415355108678341, -0.02534623071551323, -0.013082846999168396, -0.0031263595446944237, -0.059896212071180344, 0.016740787774324417, -0.02702752873301506, 0.06913837790489197, 0.07611352205276489, 0.013101325370371342, 0.03179758042097092, 0.0024730460718274117, 0.01984448730945587, 0.05518648028373718, 0.01413272600620985, 0.023513510823249817, 0.03153388202190399, 0.011036979965865612, 0.023696662858128548, 0.01963287591934204, -0.06990845501422882, -0.026020556688308716, 0.03508719056844711, 0.017283964902162552, -0.005215815734118223, -0.006646181922405958, 0.0008772480650804937, -0.005354619584977627, -0.02298659458756447, 0.026873476803302765, 0.009761602617800236, 0.00815481785684824, -0.06677941232919693, 0.035617630928754807, -0.017232274636626244, 0.006677097640931606, -0.03713119029998779, 0.010631951503455639, -0.05115886032581329, 0.00011150841601192951, 0.0069123730063438416, -0.008534620516002178, -0.0450817346572876, 0.05731828138232231, -0.009359235875308514, 0.01238121185451746, 0.0030435584485530853, 0.04752383753657341, 0.025784505531191826, -0.061604563146829605, 0.001071396516636014, -0.05333242937922478, -0.0039963372983038425, -0.012634729035198689, 0.007561186328530312, 0.04477031156420708, 0.030929509550333023, -0.023419847711920738, 0.01331455260515213, 0.045196790248155594, -0.029614217579364777, 0.0023629902862012386, -0.009024268947541714, 0.012794881127774715, -0.01937606930732727, 0.0003414625534787774, 0.011082032695412636, -0.04897644743323326, -0.02335713990032673, 0.061968445777893066, 0.02629249170422554, 0.04404117539525032, -0.023343540728092194, 0.010725661180913448, 0.015253564342856407, 0.021521911025047302, -0.022549943998456, -0.04533301293849945, 0.010022197850048542, -0.007043218705803156, -0.053692545741796494, 0.06920851022005081, 0.023486124351620674, -0.06557539850473404, 0.0276451725512743, 0.03553925082087517, -0.0016474933363497257, 0.0012278383364900947, 0.03514595702290535, 0.0064217750914394855, -0.012999462895095348, -0.02074194885790348, -0.03798530995845795, -0.004603263922035694, -0.010322914458811283, 0.02239607647061348, -0.07731430232524872, -0.007029146421700716, 0.003973463550209999, -0.020737679675221443, -0.02940581925213337, 0.019665934145450592, -0.02165226824581623, 0.03162849321961403, -0.0028642802499234676, 0.018914248794317245, -0.09443125873804092, 0.07381144165992737, -0.020415637642145157, -0.05669398978352547, 0.018899306654930115, 0.022397393360733986, 0.04705316200852394, 0.017596371471881866, -0.01301296055316925, 0.07134454697370529, 0.022493287920951843, 0.040481653064489365, -0.03225718438625336, 0.039723243564367294, -0.0074910251423716545, -0.046303629875183105, 0.014277567155659199, 0.060299258679151535, -0.033889781683683395, 0.012928043492138386, 0.005599972791969776, -0.019652217626571655, 0.007793246302753687, -0.010761255398392677, 0.02636866830289364, 0.02777203731238842, -0.030971553176641464, -0.014647336676716805, 0.010608691722154617, 0.003940241411328316, 0.015680525451898575, 0.010790728032588959, -0.010157906450331211, -0.01988575980067253, -0.06023266911506653, -0.010952794924378395, 0.023005178198218346, 0.029116662219166756, 0.012870082631707191, -0.030725641176104546, 0.018066348508000374, 0.06141381338238716, 0.024362504482269287, 0.011923377402126789, -0.01942991092801094, 0.035774681717157364, 0.042351044714450836, 0.03128267452120781, 0.01773250475525856, 0.02076936699450016, 0.007218575570732355, 0.02266555465757847, -0.011980927549302578, 0.06057680398225784, 0.025354670360684395, 0.007721511647105217, -0.05557463690638542, -0.060591887682676315, 0.03784916177392006, -0.0706491768360138, -0.005334329325705767, 0.054603271186351776, 0.06544747203588486, 0.01584315486252308, 0.023881573230028152, 0.010050486773252487, -0.08083958178758621, 0.020383432507514954, 0.01078563928604126, 0.03368605300784111, 0.015282433480024338, -0.028521617874503136, 0.06254220008850098, 0.03575173020362854, 0.0026532358024269342, 0.0349762924015522, -0.08655250817537308, -0.078279048204422, -0.0035144903231412172, -0.029515372589230537, 0.052422452718019485, -0.03892723098397255, 0.003947395831346512, 0.07229591906070709, 0.020305369049310684, 0.07754766941070557, 0.0315374918282032, 0.0007497012848034501, 0.018086804077029228, -0.0610298290848732, -0.04991062730550766, 0.05415841192007065, 0.05263277888298035, -0.009502684697508812, -0.049670152366161346, 0.021710162982344627, -0.014111807569861412, 0.0009430928039364517, 0.029591143131256104, -0.023645445704460144, 0.0418422594666481, 0.00030594272539019585, 0.06021608039736748, -0.03429877758026123, 0.051898837089538574, -0.0770409032702446, 0.011344115249812603, 0.004112293478101492, -0.01612829603254795, 0.004076621029525995, 0.0013769145589321852, 0.10001696646213531, 0.07480519264936447, -0.04648042842745781, -0.028351932764053345, 0.013312087394297123, 0.01296696811914444, -0.03644266352057457, 0.002423940459266305, -0.0010734720854088664, 0.004832530859857798, -0.005972665268927813, -0.04138622805476189, -0.023799456655979156, 0.020822618156671524, -0.0476907454431057, -0.0000739912866265513, 0.05562344193458557, -0.0051850201562047005, 0.057664934545755386, -0.0014054611092433333, -0.023358607664704323, 0.004020695574581623, 0.0011866571148857474, -0.04065629094839096, -0.0016998531064018607, 0.0038225632160902023, -0.009195351973176003, 0.02333892695605755, -0.026453910395503044, -0.023180514574050903, -0.033664770424366, -0.02534801885485649, 0.024168234318494797, 0.058472756296396255, 0.06931700557470322, -0.02520054765045643, 0.0447712168097496, -0.005785542540252209, 0.028476569801568985, 0.02674509584903717, -0.04835008457303047, -0.04083897918462753, -0.027160175144672394, -0.012976688332855701, 0.04982658103108406, -0.008126532658934593, 0.024853283539414406, 0.0032935896888375282, 0.00010271205974277109, -0.01755204051733017, -0.01222821231931448, 0.010129868052899837, 0.01721983030438423, -0.012424740940332413, 0.003628422971814871, -0.022191079333424568, 0.04400920122861862, -0.0613425076007843, -0.024824950844049454, -0.00869013462215662, -0.08405014127492905, 0.052526745945215225, -0.06926839798688889, -0.07087615132331848, -0.002276833401992917, 0.015563194639980793, 0.046309858560562134, 0.0051055545918643475, 0.030677439644932747, 0.06531399488449097, 0.001561726676300168, 0.0017005674308165908, 0.022292695939540863, 0.02341599576175213, 0.024921730160713196, 0.009952499531209469, -0.02119641751050949, 0.04709289222955704, -0.01284692995250225, 0.013032280839979649, -0.05128467082977295, 0.049097832292318344, -0.04139277711510658, -0.3052886426448822, 0.03531750291585922, 0.003288496984168887, -0.04839641973376274, 0.009627171792089939, 0.00226723775267601, 0.018297575414180756, -0.03746123984456062, -0.023926332592964172, 0.025474460795521736, -0.03819924220442772, -0.026825333014130592, -0.008140607737004757, 0.04703428968787193, -0.01521211490035057, 0.01697489060461521, 0.04082994908094406, -0.03450199216604233, 0.00003754717545234598, 0.036469221115112305, -0.03153631463646889, -0.08239836990833282, -0.01075710915029049, 0.027272948995232582, 0.04030706733465195, 0.06453369557857513, -0.07722170650959015, 0.05643544718623161, -0.03544415161013603, 0.005744756665080786, 0.017777036875486374, -0.009282696060836315, -0.015938013792037964, -0.027659475803375244, -0.023795850574970245, 0.0005911440239287913, 0.01319173350930214, -0.0201043039560318, -0.014499327167868614, 0.012397958897054195, -0.0010801063617691398, -0.02908090129494667, -0.005788031034171581, 0.021888824179768562, 0.05498650297522545, -0.02202928066253662, -0.08627704530954361, 0.006000989582389593, -0.02916262485086918, 0.08721817284822464, -0.02623342163860798, 0.005083878990262747, -0.02169480174779892, 0.0479099377989769, -0.02211182937026024, -0.012990682385861874, -0.011892561800777912, -0.018619176000356674, -0.048490170389413834, -0.04320475459098816, -0.025380460545420647, -0.02588578127324581, -0.04035435616970062, -0.02744314633309841, -0.0036268578842282295, -0.062472034245729446, -0.04629644379019737, -0.014242610894143581, 0.06520197540521622, -0.0029205437749624252, -0.015756892040371895, 0.015125499106943607, -0.0198503490537405, -0.11156833916902542, -0.0030026675667613745, -0.00006769627361791208, -0.026455888524651527, -0.002518408466130495, 0.007656033616513014, 0.04049435630440712, -0.0489119291305542, -0.059365782886743546, 0.03325212001800537, -0.01025335118174553, -0.012493102811276913, -0.018604757264256477, 0.06132673844695091, 0.035062141716480255, -0.02025109902024269, -0.002915386576205492, 0.07745791226625443, 0.004042696673423052, -0.02773422561585903, -0.04792538657784462, 0.04679318517446518, 0.0021768591832369566, 0.02547415718436241, 0.0008513930952176452, 0.008126952685415745, 0.02902618795633316, 0.002513994462788105, -0.06463409215211868, 0.03774670138955116, -0.013615512289106846, 0.0011582676088437438, -0.026688165962696075, -0.05877084285020828, 0.012044345960021019, 0.03380708396434784, 0.034408699721097946, -0.00637083500623703, -0.03785819187760353, -0.009713485836982727, -0.0324997678399086, -0.015817129984498024, -0.02889036014676094, 0.019923683255910873, 0.030661964789032936, -0.026414640247821808, -0.018368637189269066, -0.029853224754333496, 0.0022939222399145365, -0.040037207305431366, -0.007724943570792675, -0.04111046344041824, -0.019107259809970856, -0.004757520277053118, 0.006618882529437542, 0.02038988471031189, 0.017695080488920212, -0.014307927340269089, 0.046122487634420395, 0.021012039855122566, -0.032699428498744965, 0.001553745474666357, -0.01671704649925232, -0.0531652495265007, -0.01522014569491148, -0.006352844648063183, -0.009990721009671688, -0.000589720846619457, 0.02600175328552723, 0.013043584302067757, 0.008424904197454453, 0.042809635400772095, 0.014090937562286854, 0.026824548840522766, -0.005967764183878899, 0.02141488902270794, 0.008402243256568909, 0.0038247504271566868, -0.11918099224567413, 0.022040333598852158, -0.03968833014369011, -0.04588112235069275, -0.03053872473537922, 0.03299584612250328, -0.006368034053593874, -0.03266182914376259, -0.020902767777442932, 0.00980426650494337, -0.049153875559568405, -0.03740806132555008, -0.029209012165665627, 0.026609575375914574, 0.06453956663608551, 0.0028557407204061747, 0.004187607206404209, -0.028288153931498528, -0.005457316990941763, -0.00419427827000618, 0.010488847270607948, -0.03608308359980583, -0.004941601771861315, 0.002906299429014325, 0.0028343871235847473, -0.014804968610405922, -0.03626347333192825, 0.028451543301343918, 0.006803933065384626, -0.0010054270969703794, -0.01409557368606329, 0.018444780260324478, 0.03847334906458855, 0.03195200860500336, -0.01679760403931141, 0.0002605620538815856, -0.009430494159460068, 0.0017555908998474479, 0.0015452300431206822, -0.041520193219184875, -0.018196819350123405, -0.015135915949940681, 0.018010389059782028, -0.04295555129647255, -0.06404685974121094, 0.02670394256711006, -0.0007087322883307934, 0.02073648013174534, 0.016936345025897026, -0.024427836760878563, -0.014871221967041492, -0.008240214549005032, 0.022694168612360954, 0.05720331892371178, -0.056192249059677124, 0.022445768117904663, 0.020853912457823753, 0.0006493361433967948, 0.028624068945646286, -0.0180613175034523, -0.054647572338581085, -0.028226735070347786, -0.025526996701955795, -0.0029046721756458282, -0.07277899235486984, -0.033410076051950455, -0.02533111721277237, 0.01205423567444086, 0.01190230157226324, -0.036386020481586456, -0.02074648253619671, -0.0070711588487029076, -0.021287618204951286, -0.016743799671530724, -0.0027526349294930696, -0.008032522164285183, -0.018761565908789635, 0.01520076859742403, -0.024017034098505974, 0.0037907850928604603, -0.026894569396972656, 0.029984597116708755, 0.026012418791651726, -0.03979756310582161, -0.012038926593959332, -0.04403051733970642, -0.007926110178232193, 0.016412027180194855, 0.04102977737784386, -0.018152395263314247, -0.025455592200160027, -0.04527657479047775, -0.009656031616032124, -0.027088968083262444, 0.0136334877461195, -0.016773108392953873, -0.02095969393849373, 0.028425663709640503, 0.08778999745845795, 0.03537815809249878, 0.03735898807644844, 0.006867172662168741, -0.008820297196507454, 0.04449116066098213, -0.07817214727401733, -0.002430558670312166, -0.02369498647749424, -0.05115627497434616, 0.016269272193312645, 0.007088321261107922, 0.015682820230722427, -0.017337249591946602, 0.0298371072858572, 0.00036990150692872703, 0.018922988325357437, 0.012860727496445179, 0.0035249185748398304, 0.04128795862197876, -0.08420431613922119, 0.007840716280043125, -0.07268382608890533, 0.03003193810582161, 0.05343937128782272, -0.0202926192432642, 0.0008459032978862524, -0.0013707621255889535, -0.03579995036125183, 0.040345922112464905, -0.05534046143293381, -0.03201404958963394, 0.04258796200156212, -0.002517059678211808, -0.02441038005053997, 0.006640768144279718, -0.0563492588698864, 0.042960718274116516, 0.01477735210210085, -0.03371882811188698, -0.027104778215289116, -0.0035465622786432505, 0.04512803629040718, 0.01734768971800804, 0.014646687544882298, -0.03174380213022232, -0.007249165326356888, 0.06411455571651459, 0.02264278382062912, -0.010995461605489254, 0.048963453620672226, -0.007718043401837349, 0.05492448806762695, 0.07064519077539444, 0.03603356331586838, -0.008343768306076527, 0.01757016032934189, 0.0052847485058009624, -0.05340566858649254, 0.040348686277866364, 0.009122313000261784, -0.007359866984188557, -0.022860083729028702, 0.04456934705376625, 0.022765224799513817, -0.02937966398894787, -0.03688378259539604, -0.0040049320086836815, -0.06871510297060013, -0.021892273798584938, -0.02929489128291607, -0.01707420125603676, -0.026181818917393684, 0.052132025361061096, -0.009848510846495628, 0.011167583987116814, 0.06390915811061859, -0.013548241928219795, 0.009849686175584793, -0.014855833724141121, 0.09536771476268768, 0.08608482033014297, 0.055185213685035706, 0.029237527400255203, 0.0717419683933258, -0.01908230595290661, -0.052429214119911194, 0.010991682298481464, -0.025617482140660286, -0.01128371525555849, -0.02368885651230812, 0.010661653243005276, 0.034831445664167404, -0.007696993183344603, 0.05497477948665619, -0.020760096609592438, 0.007457005325704813, 0.0023108990862965584, 0.025293966755270958, 0.0066305589862167835, 0.08316685259342194, 0.00379360793158412, -0.00594961317256093, -0.015056068077683449, -0.019106704741716385, -0.0004811277030967176, -0.05224067345261574, -0.03823377192020416, 0.022309329360723495, -0.012800862081348896, 0.032833024859428406, -0.001711867400445044, 0.05771810561418533, 0.08117552846670151, -0.04264969006180763, 0.024315962567925453, -0.010531730018556118, 0.03445485979318619, -0.004279179498553276, 0.022328045219182968, -0.007738355081528425, -0.02211597003042698, -0.012029318138957024, -0.014011402614414692, 0.0019969181157648563, 0.0055602071806788445, -0.01599688082933426, 0.058588363230228424, -0.02889019250869751, -0.0021625657100230455, 0.043750517070293427, 0.0014536029193550348, -0.022670183330774307, -0.0512874461710453, -0.04057054966688156, -0.03240620344877243, -0.021372107788920403, -0.03991659730672836, 0.0281218234449625, -0.00501166982576251, -0.039946045726537704, -0.018094748258590698, -0.005267878528684378, -0.021114129573106766, 0.044946715235710144, -0.07213827222585678, -0.036173854023218155, 0.039903346449136734, -0.002121122321113944, 0.02791954204440117, 0.03045380860567093, 0.04581982269883156, -0.008438930846750736, -0.013448351062834263, -0.022050706669688225, -0.012359599582850933, 0.032564498484134674, -0.0011460555251687765, 0.03427688404917717, -0.08796121180057526, 0.002471253043040633, 0.0361725352704525, -0.0070450520142912865, -0.04844961687922478, 0.03898908197879791, -0.012430603615939617, -0.028997767716646194, 0.062159378081560135, -0.005807407200336456, 0.01821255311369896, -0.0459611713886261, -0.019347472116351128, -0.028149329125881195, 0.0018727789865806699, 0.051276128739118576, -0.02496575191617012, 0.09010488539934158, 0.018774019554257393, -0.009507467038929462, -0.038381099700927734, 0.027641812339425087, -0.0077889650128781796, -0.00829776655882597, -0.015026980079710484, -0.03435424342751503, -0.028874071314930916, -0.07434147596359253, -0.01845480315387249, 0.009976229630410671, 0.003882867516949773, -0.03335752338171005, 0.03569912165403366, 0.009644278325140476, -0.05382665619254112, 0.015084955841302872, -0.03575943782925606, 0.036081984639167786, -0.034339144825935364, -0.018639251589775085, -0.000025786688638618216, 0.003766023088246584, -0.011272003874182701, 0.010417294688522816, 0.02494601346552372, -0.04438668489456177, 0.01353069394826889, -0.0262592826038599, 0.044909559190273285, 0.037391871213912964, -0.008398529142141342, -0.01074163056910038 ]
[ -0.105552077293396, -0.005205189809203148, -0.00960446335375309, -0.023986872285604477, 0.023103371262550354, -0.02671067975461483, 0.004042394459247589, 0.035913292318582535, -0.014057506807148457, -0.01579640805721283, -0.0029213475063443184, 0.0058082169853150845, -0.007197713479399681, -0.003920968156307936, 0.07209328562021255, 0.017115993425250053, -0.006092104595154524, -0.07213620096445084, 0.010429175570607185, 0.022270316258072853, 0.008144315332174301, -0.0222124345600605, -0.039547331631183624, -0.03599204495549202, -0.009058700874447823, 0.02812698297202587, 0.04912427067756653, -0.03373267874121666, -0.0022260372061282396, -0.19088251888751984, -0.01655902899801731, -0.006497833877801895, 0.03930681571364403, -0.02146981656551361, 0.02989969775080681, 0.02866535820066929, 0.007124929688870907, 0.0004913996672257781, 0.0019257876556366682, 0.02123289555311203, 0.011845935136079788, 0.026815947145223618, -0.05339750647544861, -0.03802898898720741, 0.038785938173532486, -0.0013042241334915161, 0.011940286494791508, -0.031324513256549835, -0.025643572211265564, 0.00874025747179985, -0.07974783331155777, -0.0495254285633564, -0.012548274360597134, -0.031151948496699333, -0.017390253022313118, 0.030366765335202217, 0.03901740908622742, 0.05729389935731888, 0.0006321551627479494, 0.04039757698774338, 0.028940672054886818, -0.03725617378950119, -0.1248350515961647, 0.07826650887727737, 0.07033991068601608, 0.06499166041612625, -0.06464997678995132, -0.026634307578206062, -0.012144608423113823, 0.09785393625497818, 0.007699423935264349, -0.04317793622612953, -0.03458201512694359, 0.053450845181941986, 0.011427976191043854, 0.02336832508444786, -0.0023118420504033566, 0.02375578135251999, 0.03281727433204651, -0.04196925461292267, -0.03571793809533119, -0.0172340776771307, -0.0031074986327439547, -0.0028708246536552906, -0.0537722073495388, 0.014139804057776928, -0.006834226194769144, 0.06666046380996704, 0.041715800762176514, 0.04328959062695503, 0.06512019783258438, -0.00982683151960373, 0.04214523360133171, -0.013847526162862778, -0.07097336649894714, -0.01532805897295475, -0.011313122697174549, 0.01216734480112791, -0.041644319891929626, 0.46645963191986084, -0.02476716972887516, -0.030383609235286713, 0.0674939751625061, 0.027035832405090332, 0.004063050728291273, 0.017348501831293106, 0.012746951542794704, -0.045292455703020096, 0.032914888113737106, -0.021136155351996422, 0.036816731095314026, 0.019601289182901382, 0.07909998297691345, -0.028521288186311722, -0.015587217174470425, 0.053344666957855225, 0.007794555742293596, 0.01887097768485546, 0.01246026810258627, -0.006570172030478716, 0.01860770583152771, 0.012792224064469337, 0.022914594039320946, -0.006011475343257189, -0.012861132621765137, -0.016137834638357162, 0.04713193699717522, 0.05137849599123001, -0.002589850453659892, -0.004171335604041815, 0.03169891983270645, -0.06545058637857437, -0.04647145792841911, 0.01577780582010746, 0.010537372902035713, 0.015005505643785, 0.00426548533141613, -0.0035190130583941936, -0.01724715158343315, 0.06525120139122009, -0.003023196244612336, -0.006840723101049662, 0.027202200144529343, -0.019882038235664368, -0.039173923432826996, 0.1046522855758667, 0.01917249709367752, -0.029003329575061798, -0.028273802250623703, -0.05041961371898651, 0.025767479091882706, 0.04750441759824753, -0.005445700138807297, -0.058062318712472916, 0.02094569243490696, 0.003792755538597703, 0.0811803787946701, -0.0007654204382561147, -0.04597599804401398, 0.003965177573263645, 0.006243383977562189, -0.011703534051775932, -0.0668133869767189, 0.05170021206140518, 0.046268612146377563, -0.08109749108552933, -0.011225617490708828, 0.00519291777163744, 0.03277895972132683, -0.061731189489364624, -0.01900780387222767, 0.014397555030882359, -0.032912176102399826, -0.024023540318012238, 0.04014658182859421, -0.024522632360458374, -0.04716300964355469, 0.04490378126502037, 0.02143724262714386, 0.013052131980657578, 0.02132144570350647, 0.011521684005856514, -0.04297678545117378, 0.014720055274665356, -0.007585260551422834, -0.09080731868743896, -0.03357325866818428, -0.005299993325024843, -0.0332765057682991, 0.002179773524403572, -0.03263082727789879, -0.014150247909128666, -0.11069338768720627, 0.08353588730096817, -0.009134887717664242, -0.032883528620004654, 0.001666996511630714, -0.029873736202716827, -0.01882789470255375, -0.033401623368263245, -0.02402377873659134, 0.03539658337831497, -0.022779297083616257, 0.030872702598571777, -0.06652852892875671, 0.07677342742681503, 0.053858522325754166, -0.058326151221990585, 0.09966546297073364, 0.052877869457006454, -0.05614820495247841, -0.03081967681646347, 0.02954980358481407, 0.028787894174456596, 0.019442740827798843, -0.026788856834173203, 0.008351334370672703, 0.02701175957918167, 0.016077255830168724, 0.029049785807728767, -0.009244079701602459, 0.051956307142972946, -0.020719002932310104, -0.334804892539978, -0.048033446073532104, -0.046587929129600525, 0.02412755973637104, 0.002909916453063488, -0.02683084085583687, 0.002689228393137455, -0.007103594485670328, -0.02237856201827526, 0.004604673478752375, 0.08578578382730484, 0.005160564556717873, 0.02696309983730316, -0.06834562867879868, 0.020656583830714226, -0.032593175768852234, -0.04630143195390701, 0.0038692504167556763, -0.03251887112855911, 0.006636689882725477, -0.004877022467553616, 0.004506505560129881, -0.006162345875054598, -0.06794178485870361, -0.015067079104483128, -0.056304506957530975, 0.09485761821269989, 0.0009755856590345502, 0.06695056706666946, -0.038685157895088196, 0.037933625280857086, -0.004122576210647821, 0.024210186675190926, -0.08141881972551346, 0.02626781351864338, -0.0035997964441776276, -0.036217350512742996, -0.02258479967713356, 0.0008448921144008636, -0.04325954243540764, -0.02777934819459915, 0.007532342802733183, -0.06591024994850159, -0.02693030796945095, -0.05576567351818085, -0.0034281823318451643, -0.03633008897304535, -0.014716409146785736, -0.04060714319348335, 0.06378685683012009, 0.006599087733775377, 0.0016295363893732429, 0.011729931458830833, 0.02699444442987442, 0.004866693168878555, -0.044419094920158386, -0.07201828062534332, 0.030841108411550522, 0.014274275861680508, -0.03030659444630146, 0.04388020932674408, 0.05485637113451958, 0.04080156236886978, -0.04207427054643631, 0.014440327882766724, 0.007813752628862858, -0.0065259775146842, -0.0014126572059467435, 0.05492059513926506, -0.015508733689785004, -0.021514829248189926, 0.10326454788446426, 0.01339641958475113, -0.02867007814347744, 0.0034786593168973923, 0.03067067824304104, -0.00011938056559301913, -0.00014123829896561801, -0.004692357499152422, -0.03066515550017357, 0.02341121807694435, -0.016444023698568344, 0.03004910610616207, -0.02075272612273693, -0.00003063625990762375, 0.038534387946128845, -0.0007968831923790276, -0.059107862412929535, 0.06502121686935425, 0.01730762980878353, -0.03909844905138016, 0.00959722138941288, -0.031108563765883446, -0.07513763755559921, 0.05783967673778534, 0.00873974896967411, -0.25274133682250977, -0.006720082834362984, 0.05203305184841156, 0.046646252274513245, -0.01745619624853134, 0.004908945877104998, 0.009546211920678616, -0.05795375257730484, 0.01822439767420292, 0.007461877539753914, 0.005907710641622543, 0.006057984195649624, 0.0017248319927603006, -0.028752343729138374, 0.054774340242147446, 0.005189498420804739, 0.06299807876348495, -0.011930311098694801, 0.030803292989730835, -0.0184477549046278, -0.0024235802702605724, 0.0011692540720105171, 0.17163729667663574, -0.001920510083436966, 0.0328051783144474, 0.025127744302153587, 0.0231783464550972, 0.021773966029286385, 0.0625462532043457, 0.011323435232043266, 0.007726573850959539, -0.014059789478778839, 0.0373414121568203, 0.005592617206275463, 0.011496802791953087, -0.07191800326108932, -0.03569275140762329, 0.019068457186222076, 0.026100704446434975, -0.003258670447394252, 0.02042585052549839, -0.0016498967306688428, -0.020484471693634987, 0.012094376608729362, 0.051023051142692566, 0.01161638367921114, -0.02059592492878437, -0.02890397608280182, -0.037750184535980225, -0.010903889313340187, -0.029755204916000366, -0.050666261464357376, 0.0130011523142457, -0.007220988627523184, 0.012897388078272343, 0.07013500481843948, 0.017365863546729088, -0.029171373695135117, -0.0028677918016910553, -0.015998398885130882, -0.009057753719389439, -0.018548237159848213, 0.11125321686267853, 0.0328163243830204, 0.047919753938913345 ]
[ -0.00965715292841196, 0.01242310181260109, 0.008253134787082672, 0.015454827807843685, 0.015193975530564785, -0.01291909720748663, 0.0027055959217250347, 0.026409009471535683, 0.0014597957488149405, -0.008936972357332706, -0.009003914892673492, 0.018717361614108086, 0.019276415929198265, 0.0035400704946368933, 0.02344287931919098, -0.004555951803922653, -0.013587631285190582, -0.016999511048197746, 0.031178316101431847, -0.019212333485484123, -0.025123288854956627, 0.001314719789661467, -0.00508397351950407, -0.011076023802161217, -0.03606420010328293, 0.00017607053450774401, -0.007027673535048962, 0.011776040308177471, 0.034336112439632416, -0.1727016717195511, -0.031055020168423653, -0.014155525714159012, -0.019626550376415253, 0.011871892027556896, 0.016583213582634926, -0.03287424147129059, 0.015898387879133224, 0.0007375873974524438, -0.014830425381660461, -0.01537303440272808, -0.006879573687911034, -0.0009862483711913228, -0.014724664390087128, 0.01630724035203457, 0.005552292335778475, -0.022770341485738754, 0.0009550544200465083, -0.025415780022740364, -0.005910509265959263, -0.026412207633256912, -0.03558097407221794, -0.009852875955402851, 0.022451242431998253, -0.010366472415626049, -0.01725897565484047, 0.0012997201411053538, 0.007957430556416512, -0.049783311784267426, 0.008907251991331577, 0.024153053760528564, 0.026559099555015564, -0.0054785748943686485, -0.027909794822335243, -0.012819653376936913, -0.031082171946763992, 0.011562510393559933, -0.0038691747467964888, -0.0014508372405543923, -0.032434701919555664, 0.008227483369410038, -0.03813552483916283, 0.013435102999210358, -0.0026107593439519405, -0.008927254006266594, 0.023540634661912918, 0.0020584408193826675, -0.023597870022058487, 0.010154686868190765, 0.018554363399744034, 0.0002772674197331071, -0.05828974395990372, 0.011828107759356499, -0.0027325914707034826, 0.015210084617137909, -0.0050434242002666, 0.024410776793956757, 0.02177922986447811, -0.0052004181779921055, 0.010764077305793762, 0.04296483099460602, -0.028912143781781197, 0.006877250969409943, -0.013659554533660412, 0.025106342509388924, -0.07763296365737915, -0.029574958607554436, 0.03239601477980614, -0.005467297043651342, 0.02238716557621956, 0.8479892015457153, -0.00008703885396244004, 0.015941539779305458, 0.0293425302952528, 0.013317858800292015, -0.02007208950817585, -0.00887636374682188, 0.0030532663222402334, 0.0028628965374082327, 0.035291463136672974, -0.03674953803420067, -0.0035653566010296345, 0.02882559783756733, 0.04064954072237015, 0.011691807769238949, 0.018559589982032776, -0.0038601888809353113, -0.0026559829711914062, 0.008171137422323227, 0.0022069113329052925, 0.02923416718840599, 0.048591163009405136, 0.046971991658210754, -0.012940344400703907, -0.007698829285800457, 0.030347606167197227, -0.18499411642551422, 0.027895353734493256, -9.07413680567649e-33, 0.06485600769519806, 0.04008062928915024, -0.022834718227386475, -0.005815477110445499, 0.0032009875867515802, 0.004121745005249977, 0.021851403638720512, 0.03333372622728348, 0.0018880523275583982, -0.02451828494668007, -0.01815708726644516, -0.02873007394373417, -0.025703947991132736, -0.03960553556680679, 0.030560314655303955, 0.024196026846766472, -0.018661240115761757, 0.034292664378881454, -0.011197171173989773, 0.05121327191591263, 0.04482731595635414, 0.019239656627178192, 0.0025586194824427366, 0.001443206099793315, -0.034098878502845764, 0.0314229354262352, -0.005985825322568417, 0.0486166775226593, -0.006218811497092247, -0.037908706814050674, 0.0024251146242022514, 0.01770877279341221, -0.009326092898845673, 0.014973485842347145, -0.012799105606973171, -0.046114880591630936, -0.033777594566345215, 0.010247865691781044, 0.005013465415686369, -0.0003706383577082306, -0.029136015102267265, -0.000004275324499758426, -0.027302870526909828, 0.0016381694003939629, 0.0176821481436491, -0.008530992083251476, -0.006053141318261623, -0.019312288612127304, 0.02705881930887699, -0.009459370747208595, -0.03354717046022415, -0.0045285336673259735, 0.03433661162853241, -0.0010624247370287776, -0.0015600454062223434, 0.01255172211676836, -0.012556871399283409, -0.01801081746816635, -0.018767021596431732, 0.038717854768037796, 0.009448615834116936, -0.0017689577070996165, -0.04313464090228081, 0.01349378190934658, -0.021186837926506996, -0.033269379287958145, 0.032871950417757034, -0.015467089600861073, 0.0009984850184991956, -0.029352108016610146, -0.0438079833984375, 0.016603950411081314, -0.017047585919499397, 0.015168008394539356, -0.00017840771761257201, -0.02808636799454689, 0.004523697309195995, 0.04168185964226723, -0.00235101580619812, 0.03386556729674339, 0.001425235066562891, -0.016776427626609802, 0.009677066467702389, -0.028734533116221428, 0.031308356672525406, 0.007963461801409721, 0.02772093005478382, 0.005422934889793396, -0.004834545776247978, 0.002494973363354802, 0.009307493455708027, 0.025621479377150536, 0.014144504442811012, -0.00786668248474598, 0.025134585797786713, 8.892966677591882e-33, 0.007706016767770052, -0.019556673243641853, -0.02191218174993992, 0.018004663288593292, 0.019047055393457413, -0.007001306861639023, 0.010982304811477661, -0.003687500022351742, -0.034144289791584015, 0.024927057325839996, -0.02321694791316986, -0.010985995642840862, -0.02291528694331646, 0.018910057842731476, -0.010519384406507015, -0.039890412241220474, 0.03207678347826004, -0.04291502386331558, -0.011739055626094341, -0.005769962910562754, 0.04161536693572998, 0.016527101397514343, 0.0039184801280498505, -0.010245032608509064, 0.031018108129501343, 0.04303186386823654, -0.005263146478682756, 0.01678198017179966, 0.00006400893471436575, 0.01235905196517706, 0.01338256523013115, 0.023889977484941483, 0.012774650938808918, 0.017633594572544098, 0.03845638781785965, -0.017696743831038475, 0.0009513624245300889, -0.006693494971841574, 0.003984876908361912, 0.025814341381192207, 0.029624124988913536, 0.0037226800341159105, 0.011569649912416935, 0.006825536023825407, 0.017262382432818413, 0.05647001042962074, -0.007856002077460289, -0.03640162944793701, -0.001619613845832646, 0.006833296734839678, 0.006189659237861633, 0.0311067346483469, 0.012698258273303509, 0.0205803532153368, -0.02057971991598606, -0.011901830323040485, -0.02956218272447586, -0.01696164533495903, -0.01677827164530754, 0.05669805407524109, -0.008955114521086216, 0.012872621417045593, -0.029818475246429443, -0.01849229633808136, -0.04451136291027069, -0.028603501617908478, -0.0024570273235440254, 0.018799325451254845, 0.00951620377600193, -0.02031671069562435, -0.031648896634578705, -0.011198814958333969, -0.005670336540788412, 0.028953852131962776, 0.05171569809317589, -0.033139992505311966, -0.03160593658685684, -0.030310887843370438, -0.011931653134524822, 0.010000856593251228, 0.00397142581641674, -0.012820478528738022, -0.006432451773434877, 0.01912149228155613, -0.0006774653447791934, 0.05342705547809601, -0.0015627606771886349, 0.041174691170454025, -0.0034241469111293554, -0.04069655388593674, 0.012090533971786499, 0.00349072995595634, -0.007741851266473532, -0.025411728769540787, -0.01953798346221447, -1.4161180672545015e-8, -0.022866537794470787, -0.00796932727098465, -0.014748510904610157, -0.0013053828151896596, -0.007216303609311581, -0.02151169627904892, -0.024273401126265526, 0.009857901372015476, -0.03251371160149574, 0.01870718039572239, 0.040065813809633255, 0.009841802529990673, -0.0033953790552914143, 0.013948564417660236, 0.0031156043987721205, -0.05521102249622345, -0.028204869478940964, 0.02973516471683979, 0.03038414940237999, 0.017460105940699577, 0.01923067681491375, 0.0466599240899086, -0.008978944271802902, 0.008052302524447441, 0.017803626134991646, 0.009198307991027832, -0.00510898744687438, -0.08083706349134445, 0.003993794787675142, 0.0013599249068647623, 0.01351846195757389, -0.028007419779896736, -0.00637413514778018, -0.005974513944238424, -0.04117821529507637, -0.025557830929756165, 0.018401702865958214, 0.011640390381217003, 0.0006731727626174688, -0.004818133544176817, 0.008610510267317295, -0.003834277857095003, 0.0048065586015582085, -0.01926420070230961, -0.034998442977666855, -0.015753019601106644, -0.03521543741226196, -0.022542379796504974, -0.0010101310908794403, -0.08324301242828369, 0.023628873750567436, -0.019052423536777496, 0.04125042259693146, 0.05112023279070854, -0.014633405953645706, -0.0037005292251706123, 0.023809174075722694, -0.03204458951950073, -0.06360044330358505, -0.012241021730005741, 0.039121925830841064, 0.03138285130262375, 0.007692136336117983, -0.008729102090001106 ]
testing-what-is-a-defect
https://markhneedham.com/blog/2008/12/18/testing-what-is-a-defect
false
2008-12-27 23:15:31
C# lambdas: How much context should you need?
[ "coding", "net", "lambdas" ]
[ ".NET" ]
I had an interesting discussion with a colleague last week about the names that we give to variables inside lambda expressions which got me thinking about the context that we should need to hold when reading code like this. The particular discussion was around an example like this: [source,csharp] ---- public class Foo { private String bar; private String baz; public Foo(String bar, String baz) { this.bar = bar; this.baz = baz; } public override string ToString() { return string.Format("{0} - {1}", bar, baz); } } ---- [source,csharp] ---- var oneFoo = new Foo("bar", "baz"); var anotherFoo = new Foo("otherBar", "otherBaz"); new List<Foo> {oneFoo, anotherFoo}.Select(foo => foo.ToString().ToUpper()).ForEach(Console.WriteLine); ---- I suggested that we could just replace the 'foo' with 'x' since it was obvious that the context we were talking about was applying a function on every item in the collection. My colleague correctly pointed out that by naming the variable 'x' anyone reading the code would need to read more code to understand that x was actually referring to every 'Foo' in the collection. In addition naming the variable 'x' is quite lazy and is maybe equally bad as naming normal variables x,y and z (unless they're loop indexes) since it is completely non descriptive. The only real argument I can think of for having it as 'x' is that it makes the code a bit more concise and for this particular example I had to change the name of my first Foo to be 'oneFoo' so that I could use the variable name 'foo' inside the block since other variables in the same method are accessible from the closure. I'm not sure what the good practice is in this area. I've done a little bit of work with Ruby closures/blocks and the convention there seemed to be that using single letter variables for blocks was fine. In this case the extra context wouldn't be that great anyway but I think trying to keep the necessary context that someone needs to remember as small as possible seems to be a reasonable rule to follow.
null
null
[ 0.019752508029341698, 0.01206125970929861, -0.047614093869924545, 0.00011914948117919266, 0.06949161738157272, 0.021188799291849136, 0.0386783704161644, 0.0016904484946280718, -0.009793203324079514, -0.015389343723654747, -0.022946905344724655, 0.016196006909012794, -0.07992435991764069, 0.02477344311773777, -0.030002834275364876, 0.07620030641555786, 0.0917559340596199, -0.022925077006220818, 0.028088664636015892, -0.007999182678759098, 0.023462731391191483, 0.06187905743718147, -0.0007659527473151684, 0.024184109643101692, 0.017287759110331535, 0.04953479766845703, -0.017157020047307014, -0.006373593118041754, -0.0651097521185875, -0.005298077594488859, 0.03294525668025017, 0.04570126160979271, 0.004892295692116022, 0.011836825869977474, 0.010656982660293579, -0.017503168433904648, 0.027943765744566917, -0.015906348824501038, 0.005601231940090656, 0.03603404015302658, -0.06809338927268982, 0.011352523230016232, -0.01287072990089655, -0.011162135750055313, -0.044159017503261566, -0.013338479213416576, -0.040416985750198364, -0.0013470520498231053, -0.047405216842889786, -0.0201532244682312, -0.06928711384534836, 0.023955559358000755, -0.0317746140062809, -0.002908136462792754, -0.02227337285876274, 0.04556092992424965, 0.04385310411453247, -0.07504971325397491, 0.022568004205822945, -0.057502515614032745, -0.0039441860280931, 0.004206436686217785, -0.004004606045782566, 0.04481445625424385, 0.03307439759373665, 0.001155292964540422, -0.03200792521238327, 0.057428982108831406, -0.03642722964286804, -0.017679473385214806, -0.018053701147437096, 0.00996428169310093, -0.011820656247437, -0.01202437374740839, 0.0027394453063607216, -0.01656380482017994, -0.008923833258450031, 0.04081161692738533, 0.01639830507338047, 0.07220253348350525, -0.006942974869161844, -0.00007685740274609998, 0.046823225915431976, -0.0022324479650706053, 0.014733562245965004, -0.025564992800354958, -0.03801467642188072, -0.022351451218128204, -0.010668117552995682, 0.05142569914460182, 0.026909012347459793, -0.04469803348183632, -0.0047747474163770676, 0.03625807538628578, 0.008710911497473717, -0.016713090240955353, -0.006861972622573376, -0.028458893299102783, -0.02245298959314823, 0.010012652724981308, -0.0369236133992672, -0.03490479663014412, 0.03734132647514343, -0.03205857798457146, -0.07421170920133591, -0.014046168886125088, -0.030859341844916344, -0.0014626187039539218, 0.002875981852412224, -0.00020697712898254395, -0.05321869999170303, 0.023250358179211617, -0.027400031685829163, -0.0025651277974247932, -0.05645086243748665, 0.030791575089097023, 0.029805123805999756, 0.004971278365701437, -0.00618748227134347, 0.040845535695552826, 0.046837061643600464, 0.04037226364016533, -0.0036131495144218206, 0.07878164947032928, 0.009361617267131805, 0.02797745168209076, -0.019383173435926437, 0.060453131794929504, 0.00571350147947669, -0.07426834106445312, -0.013885884545743465, 0.05610939860343933, -0.004089775495231152, -0.03653017804026604, -0.015017975121736526, -0.03387832269072533, -0.014620502479374409, -0.007783444598317146, 0.031983185559511185, 0.03360431268811226, -0.030400412157177925, -0.042790841311216354, 0.018086567521095276, -0.04545018449425697, 0.019444778561592102, 0.009331690147519112, -0.01604442112147808, -0.012223989702761173, 0.011142733506858349, 0.04227416589856148, 0.026292378082871437, 0.05290519818663597, 0.04890718683600426, -0.024953734129667282, 0.019000377506017685, 0.03800687566399574, -0.0010268331971019506, 0.026882363483309746, 0.0008705948130227625, 0.020493505522608757, 0.0572652667760849, 0.032686036080121994, 0.004340656567364931, 0.0705730989575386, 0.04509681463241577, -0.004800644237548113, 0.011366195045411587, 0.06900481879711151, -0.016566306352615356, -0.0287674218416214, -0.06144104152917862, -0.027221109718084335, 0.04102659597992897, -0.05595920979976654, -0.0030374794732779264, 0.017580505460500717, 0.05859098955988884, -0.018773788586258888, 0.07242576777935028, -0.012773903086781502, -0.061961766332387924, 0.017860135063529015, -0.04428337514400482, -0.000519129796884954, 0.02446267008781433, 0.014905192889273167, 0.049216561019420624, 0.030602475628256798, 0.002212381921708584, 0.028886299580335617, -0.06239790469408035, -0.0755024403333664, -0.041047196835279465, -0.0007280026911757886, 0.06306599080562592, -0.048857346177101135, -0.021470753476023674, 0.08464091271162033, 0.025889385491609573, 0.04389570280909538, 0.03328850492835045, -0.015690259635448456, 0.0035799576435238123, -0.018280966207385063, -0.03937847912311554, 0.036580897867679596, 0.040258388966321945, -0.0019153947941958904, -0.023670285940170288, 0.03530387580394745, -0.003965052310377359, 0.027620429173111916, 0.03538228198885918, -0.012769310735166073, 0.04153159633278847, 0.0360453836619854, 0.011052108369767666, -0.012523739598691463, 0.04657948389649391, -0.049372244626283646, 0.018390193581581116, -0.0076376087963581085, 0.005240840371698141, -0.015750471502542496, 0.0031710537150502205, 0.14237700402736664, 0.06826591491699219, -0.014398946426808834, -0.06477899104356766, -0.022721942514181137, 0.013063986785709858, -0.05403728783130646, 0.0016106419498100877, -0.03036630153656006, -0.005806319415569305, 0.0008281306945718825, -0.03829769417643547, -0.0005434678751043975, -0.003310538362711668, -0.044685788452625275, 0.013399054296314716, 0.07032676041126251, -0.030607758089900017, 0.05218929424881935, 0.003932921215891838, -0.009535481221973896, 0.007084129843860865, -0.05178901553153992, -0.07173321396112442, 0.018982287496328354, 0.03175756707787514, -0.010753815993666649, 0.03922708332538605, -0.0033594192937016487, 0.001961708767339587, -0.00781377125531435, -0.07262566685676575, 0.01549563929438591, 0.026917720213532448, 0.07424323260784149, -0.010152455419301987, 0.09281028807163239, -0.016017315909266472, -0.018350787460803986, -0.014865254983305931, -0.042777277529239655, 0.0030165407806634903, -0.01180750597268343, 0.008208870887756348, 0.03267255425453186, -0.0013170278398320079, 0.023815670982003212, 0.017937185242772102, 0.012580422684550285, -0.03259577229619026, -0.00844102818518877, 0.03885582089424133, -0.006262105889618397, -0.039895523339509964, -0.04661168158054352, -0.035825274884700775, 0.016869382932782173, -0.01942056603729725, -0.047526128590106964, -0.007196540478616953, -0.07066038250923157, 0.06303949654102325, -0.06342457979917526, -0.07705824822187424, -0.016402073204517365, 0.028298797085881233, 0.03341015428304672, -0.001665139920078218, 0.024734802544116974, 0.05153091996908188, 0.013863744214177132, 0.004832741338759661, 0.01433158665895462, 0.014126396737992764, -0.00038633766234852374, -0.02371353656053543, -0.00885071698576212, 0.024385659024119377, -0.008633569814264774, -0.018381668254733086, -0.04732663929462433, 0.014191745780408382, 0.015353907831013203, -0.24393942952156067, 0.04511828348040581, -0.031917180866003036, -0.0345749594271183, 0.03344452753663063, -0.019927794113755226, 0.02654374949634075, -0.034731339663267136, -0.016336577013134956, 0.02990724705159664, -0.051486190408468246, -0.04513928294181824, -0.03236064314842224, 0.033924400806427, -0.020112326368689537, 0.0016433654818683863, 0.00009072827378986403, -0.04733970761299133, -0.006807287223637104, 0.036289747804403305, 0.01262943260371685, -0.05773333087563515, -0.006958236917853355, 0.06498987972736359, 0.030596328899264336, 0.05104123428463936, -0.07320068031549454, 0.05279480665922165, -0.02147986926138401, 0.0010268049081787467, -0.013867749832570553, 0.012842939235270023, 0.012423127889633179, -0.04140229895710945, -0.02642558142542839, -0.025573190301656723, 0.011791512370109558, 0.01746428944170475, 0.017751304432749748, 0.00995628722012043, -0.05171743780374527, -0.05943655967712402, -0.01904747448861599, -0.01156676560640335, 0.07256408035755157, -0.002133938716724515, -0.06618612259626389, -0.018775153905153275, -0.07177744805812836, 0.06881514191627502, -0.02801932767033577, -0.04476870223879814, 0.005025594960898161, 0.02734329365193844, -0.007530994713306427, -0.0299663208425045, -0.005130097735673189, -0.0006538036977872252, -0.030176758766174316, -0.05499399080872536, 0.0067433244548738, -0.06872370839118958, 0.011605708859860897, -0.0493997223675251, -0.0033653839491307735, -0.06612216681241989, -0.06313492357730865, 0.014502611942589283, 0.06442808359861374, 0.04785117134451866, 0.012592814862728119, 0.004619516432285309, -0.014759755693376064, -0.11228534579277039, -0.007865388877689838, -0.04515121504664421, -0.0164311733096838, -0.04709777981042862, 0.014341128058731556, 0.03053438849747181, -0.03536693751811981, -0.05515725538134575, 0.03285966068506241, 0.02409457229077816, 0.025454265996813774, 0.0057110958732664585, 0.010262140072882175, -0.011721186339855194, -0.038950253278017044, 0.010954503901302814, 0.058841317892074585, 0.006715946830809116, -0.023842500522732735, -0.037423647940158844, 0.01283268816769123, 0.039816174656152725, 0.045126236975193024, -0.005487222224473953, 0.044670090079307556, 0.028910527005791664, 0.05333322286605835, -0.052837956696748734, 0.03414648771286011, -0.0256672166287899, 0.0029010423459112644, -0.010185289196670055, -0.0724492073059082, 0.02566465176641941, 0.035213567316532135, -0.015162925235927105, -0.007965300232172012, -0.02129146084189415, 0.02345261722803116, -0.06131422147154808, -0.047434404492378235, -0.04880830645561218, 0.03848021477460861, 0.0220319926738739, 0.01231690589338541, -0.024137094616889954, -0.06081746891140938, 0.03701449930667877, 0.03505852445960045, -0.013422983698546886, -0.08538917452096939, -0.0616024024784565, 0.012986545450985432, -0.0018591367406770587, 0.003421687288209796, 0.02280219830572605, -0.010889637283980846, 0.03525765985250473, 0.009747326374053955, -0.025393053889274597, 0.010161644779145718, 0.0076418486423790455, -0.0020916706416755915, -0.04888330399990082, -0.0375325046479702, -0.020191257819533348, 0.0025765635073184967, -0.001500324229709804, 0.009160283952951431, 0.01610349863767624, 0.04158017784357071, 0.013492904603481293, 0.03344701603055, 0.020849013701081276, -0.023722350597381592, 0.024518948048353195, -0.015032322145998478, -0.06715153902769089, 0.0067441584542393684, -0.040974050760269165, -0.018550902605056763, -0.023386815562844276, 0.01163694728165865, -0.028809908777475357, -0.027858804911375046, -0.0315534770488739, 0.0393165647983551, -0.03985169902443886, -0.018216339871287346, -0.016410738229751587, -0.03576517850160599, 0.04317008703947067, -0.01360446959733963, 0.06535926461219788, -0.024141089990735054, 0.0002521920541767031, 0.03073824942111969, 0.034575048834085464, -0.026178503409028053, 0.03297660872340202, -0.008387353271245956, -0.0016478091711178422, -0.019810346886515617, 0.006044898647814989, 0.01517903245985508, 0.006918057333678007, 0.033770233392715454, 0.010597948916256428, 0.02098287269473076, -0.003847883315756917, 0.05409025773406029, 0.01349746622145176, 0.011240997351706028, -0.008588609285652637, -0.03234945610165596, -0.01108951773494482, -0.03476518392562866, -0.031886450946331024, -0.023001588881015778, 0.051866933703422546, -0.049873653799295425, -0.051936566829681396, 0.015404663048684597, 0.004588824696838856, 0.013590999878942966, 0.008714686147868633, 0.015871450304985046, 0.0027761333622038364, -0.029068682342767715, 0.01680699549615383, 0.03520585596561432, -0.049433544278144836, 0.02199145220220089, -0.012128621339797974, 0.011602194048464298, 0.0399542935192585, 0.011582105420529842, -0.04852759838104248, 0.025307364761829376, -0.010298577137291431, -0.005512845236808062, -0.042641349136829376, -0.04547378420829773, -0.00755928922444582, 0.0027330953162163496, -0.023826472461223602, 0.013813362456858158, -0.03487151861190796, 0.020926419645547867, -0.03459066152572632, -0.012813825160264969, 0.015709122642874718, -0.03460247069597244, -0.00882707443088293, 0.047182854264974594, -0.029154252260923386, -0.024000370875000954, 0.002023970242589712, 0.03939102590084076, 0.01636536605656147, -0.02807018905878067, -0.03656795993447304, -0.07995498925447464, 0.019347332417964935, -0.025460150092840195, 0.05489636957645416, -0.003914196044206619, -0.006713842507451773, -0.04361681267619133, -0.027967706322669983, -0.050844039767980576, -0.017932290211319923, -0.017665142193436623, -0.0146101089194417, 0.008324031718075275, 0.047615744173526764, 0.03869194537401199, 0.02317805215716362, 0.01816878654062748, -0.0015675408067181706, 0.07590332627296448, -0.03802678361535072, -0.029549207538366318, -0.0043455311097204685, -0.05348745360970497, 0.02057778462767601, 0.03081178478896618, 0.02438223548233509, -0.023314444348216057, 0.03259746730327606, 0.05703355744481087, 0.04723215848207474, 0.03749486431479454, -0.004518972244113684, 0.024456970393657684, -0.024667922407388687, 0.040699250996112823, -0.07979000359773636, 0.02602636069059372, 0.013679895550012589, 0.04678869992494583, -0.023036561906337738, -0.03864356130361557, -0.024207882583141327, 0.061352066695690155, -0.06432915478944778, -0.03565632551908493, 0.014552995562553406, -0.023592183366417885, 0.020660363137722015, 0.01864493079483509, -0.06416890770196915, 0.015966514125466347, 0.02363940142095089, -0.029091374948620796, -0.047769851982593536, -0.03091534972190857, 0.057351358234882355, 0.007771220523864031, 0.011877641081809998, -0.03327368572354317, 0.011622056365013123, 0.06278613954782486, 0.03818114101886749, 0.014057626016438007, 0.05247189477086067, -0.031832169741392136, 0.022137226536870003, 0.006455330643802881, -0.019999509677290916, -0.018039528280496597, 0.01819353550672531, -0.004101772326976061, -0.05139150470495224, -0.020892059430480003, 0.01697014831006527, -0.041365448385477066, -0.056922391057014465, 0.06293229758739471, 0.004711112938821316, -0.003939048852771521, -0.02804112248122692, 0.007627500221133232, -0.03966711089015007, -0.011666136793792248, -0.011242871172726154, 0.010503880679607391, -0.036651864647865295, 0.07264076173305511, 0.04292790964245796, -0.017210518941283226, 0.053697552531957626, -0.020890966057777405, 0.015583233907818794, -0.009494517929852009, 0.06437420845031738, 0.07146884500980377, 0.055569689720869064, 0.0013847691006958485, 0.04946046322584152, -0.031090740114450455, -0.046140726655721664, 0.0170213021337986, -0.023113558068871498, 0.004824134521186352, -0.009184041991829872, 0.021155040711164474, 0.05415991693735123, 0.009997205808758736, 0.0525488443672657, -0.057704418897628784, -0.0072682565078139305, -0.03959415853023529, 0.03647373616695404, 0.0182199589908123, 0.045160748064517975, 0.021071264520287514, 0.03103930503129959, 0.007463099434971809, -0.04878354072570801, 0.032052651047706604, -0.004083646461367607, -0.023886533454060555, 0.02957887388765812, -0.005359188187867403, -0.007100824266672134, 0.031227950006723404, 0.035565782338380814, 0.07682447135448456, -0.030361376702785492, -0.04416355490684509, 0.0007701716967858374, 0.015895819291472435, 0.016057616099715233, -0.016436858102679253, -0.003461808431893587, -0.02769947052001953, -0.009676913730800152, 0.0007658848771825433, -0.032092269510030746, -0.02806360460817814, -0.0284323301166296, 0.03739546984434128, -0.01732645370066166, 0.025792954489588737, 0.012311534024775028, 0.0377233512699604, -0.02103971503674984, -0.043296318501234055, -0.05381123721599579, -0.03934602811932564, -0.06507860869169235, -0.04107582941651344, 0.023139813914895058, -0.013747031800448895, -0.04220078885555267, -0.016442645341157913, 0.013414540328085423, -0.011510850861668587, 0.042294226586818695, -0.01035520900040865, -0.02583165653049946, 0.029597217217087746, 0.012522418051958084, 0.06311995536088943, 0.04736955091357231, -0.005290533881634474, -0.008924111723899841, 0.008826140314340591, -0.013531846925616264, -0.00386275677010417, 0.06737660616636276, -0.005993880331516266, -0.0000688615909893997, -0.0758303627371788, 0.025978732854127884, 0.020218664780259132, -0.015942489728331566, -0.062443144619464874, 0.03526919335126877, 0.010721234604716301, -0.015810474753379822, 0.03405355289578438, -0.019931627437472343, -0.011279433965682983, -0.01918819360435009, -0.009417498484253883, 0.02553722634911537, 0.036462895572185516, 0.04116712883114815, -0.021474182605743408, 0.07966938614845276, 0.0353105291724205, -0.011731474660336971, -0.025525882840156555, -0.03684762120246887, 0.0008160336874425411, 0.013848651200532913, -0.028143662959337234, -0.016431622207164764, -0.04661577567458153, -0.04325759783387184, -0.01186006236821413, 0.04083118215203285, 0.00467431778088212, -0.035768523812294006, 0.009210817515850067, 0.05192754045128822, -0.051357194781303406, 0.04864811152219772, 0.005358704831451178, 0.05409110710024834, -0.02192886732518673, -0.028629401698708534, -0.010215755552053452, 0.026247316971421242, -0.016749095171689987, 0.009432432241737843, 0.02819771133363247, -0.006815463770180941, -0.04636390134692192, -0.034295469522476196, 0.011396677233278751, 0.051112156361341476, -0.035772424191236496, 0.03287642076611519 ]
[ -0.10092397779226303, -0.01826518587768078, -0.03724218159914017, -0.015162118710577488, 0.0244107898324728, -0.0377022959291935, 0.05397174879908562, 0.017709456384181976, 0.029408564791083336, -0.007775704842060804, -0.013711524195969105, -0.01449899934232235, 0.0013725350145250559, -0.03734702244400978, 0.0493149533867836, -0.006996444426476955, -0.03858647122979164, -0.007970800623297691, -0.0870746299624443, 0.020438365638256073, 0.04494260996580124, -0.005614789668470621, 0.002793428022414446, -0.0494253933429718, 0.018700163811445236, 0.026889588683843613, 0.033688366413116455, -0.041821643710136414, 0.01939728669822216, -0.2187180370092392, -0.012852843850851059, 0.002314919140189886, 0.021847907453775406, -0.006546911783516407, -0.04376526549458504, 0.008284787647426128, 0.03961731493473053, 0.03086601197719574, -0.04082145169377327, 0.07577279955148697, 0.05114182084798813, 0.030323786661028862, -0.03507373854517937, 0.00575550040230155, 0.004135838709771633, -0.015776362270116806, -0.02838611602783203, -0.03339717537164688, -0.049981676042079926, 0.03440706059336662, -0.04267789423465729, -0.026183998212218285, -0.010426443070173264, -0.03754466772079468, -0.011659152805805206, 0.03098990023136139, 0.027650903910398483, 0.03686989098787308, -0.010481296107172966, 0.01475665532052517, -0.0021230806596577168, -0.02087053470313549, -0.1465558111667633, 0.08567772060632706, 0.04662837088108063, 0.025823989883065224, 0.0031800693832337856, -0.029702214524149895, -0.029198426753282547, 0.09084086865186691, 0.019963284954428673, -0.03399454057216644, -0.04773763194680214, 0.07235456258058548, 0.009471441619098186, -0.021213283762335777, 0.014541473239660263, -0.017674995586276054, 0.053345754742622375, -0.01770184375345707, -0.06399015337228775, -0.04165789857506752, 0.007502707187086344, -0.008742370642721653, -0.0156591534614563, 0.027832869440317154, 0.01971428655087948, -0.0012238157214596868, 0.057728055864572525, 0.025698795914649963, 0.012784935534000397, -0.04827184975147247, 0.05091038718819618, 0.04415007680654526, -0.05135710537433624, -0.007830100134015083, -0.00543835386633873, -0.013888911344110966, -0.044622428715229034, 0.3710518777370453, -0.06421426683664322, -0.01859881915152073, -0.0032019210048019886, -0.008208009414374828, -0.008846348151564598, 0.008043291978538036, 0.003028484992682934, -0.04891166090965271, 0.017647290602326393, -0.054781150072813034, 0.021527152508497238, -0.02443389594554901, 0.04526177793741226, -0.06401548534631729, -0.0438741110265255, 0.037275105714797974, 0.041644107550382614, -0.006682089064270258, 0.007769480813294649, -0.006748225539922714, 0.003181844251230359, 0.013776155188679695, 0.004425535909831524, 0.06775926798582077, 0.009584973566234112, 0.015036403201520443, 0.044674135744571686, 0.06843100488185883, 0.029584422707557678, 0.032855141907930374, 0.07665996253490448, -0.04076723754405975, -0.07189451903104782, -0.009613698348402977, -0.003652469255030155, 0.03883836790919304, 0.04303101822733879, -0.0006706073763780296, 0.03832690790295601, -0.0013882273342460394, 0.04929278790950775, -0.016561144962906837, 0.008223852142691612, -0.007145175710320473, -0.03795045241713524, 0.12324413657188416, -0.06921960413455963, -0.049969855695962906, -0.047444168478250504, -0.028733238577842712, -0.01218696404248476, 0.05368155613541603, -0.01800389774143696, -0.029091326519846916, -0.012073012068867683, -0.005709520075470209, 0.03780891001224518, 0.0036149288062006235, -0.01267080195248127, -0.018290406093001366, -0.039413150399923325, -0.019209079444408417, -0.027727650478482246, 0.016312982887029648, 0.004583227448165417, -0.06483427435159683, -0.04429380223155022, 0.015292867086827755, 0.00581563962623477, -0.07345379889011383, 0.00323422416113317, 0.011443992145359516, -0.045766402035951614, -0.002530450467020273, 0.04088369011878967, -0.011094212532043457, -0.052044499665498734, -0.036568641662597656, 0.031143594533205032, 0.045516692101955414, -0.00004661279308493249, 0.0035896149929612875, -0.03303339332342148, -0.011326473206281662, -0.006416139658540487, -0.07352851331233978, -0.0683276355266571, -0.012053823098540306, -0.0024480358697474003, -0.024397023022174835, -0.03810812160372734, -0.03365710750222206, -0.04373669996857643, 0.07007542252540588, -0.03328048810362816, -0.005330609157681465, 0.03324810042977333, 0.0010378003353253007, 0.005732208024710417, 0.021868621930480003, 0.03044888563454151, 0.05983789265155792, 0.00967907253652811, 0.03377527371048927, -0.04549045488238335, 0.007914699614048004, 0.04853314161300659, -0.05108977109193802, 0.022145943716168404, -0.01686035469174385, -0.06046205759048462, 0.017535118386149406, -0.028558947145938873, 0.025319524109363556, -0.034231822937726974, -0.03560740873217583, -0.0015459985006600618, 0.024600420147180557, 0.013651025481522083, -0.0031185613479465246, -0.03838682919740677, -0.05931711569428444, -0.011032557114958763, -0.35075926780700684, -0.00881586130708456, -0.018172113224864006, -0.02595118246972561, 0.007935980334877968, -0.06895231455564499, 0.017787428572773933, 0.012646028771996498, -0.04647747054696083, 0.008815215900540352, 0.051090020686388016, -0.02399035356938839, -0.03476114198565483, -0.09790609031915665, -0.01113428920507431, 0.033187687397003174, -0.026034092530608177, -0.042239826172590256, -0.023363370448350906, 0.05661208927631378, -0.020909776911139488, -0.00112346897367388, 0.03175578638911247, -0.022036775946617126, -0.013986732810735703, -0.036235060542821884, 0.08965238928794861, 0.009199613705277443, 0.10042746365070343, -0.023036295548081398, 0.04286947846412659, -0.041794948279857635, 0.0010285336757078767, -0.06718068569898605, 0.0012793602654710412, -0.04688404127955437, -0.04316598176956177, 0.037015609443187714, 0.05413591116666794, 0.022137895226478577, 0.002963865175843239, 0.016919288784265518, -0.04044775292277336, -0.009413929656147957, 0.033448103815317154, 0.01681452803313732, -0.007732992991805077, -0.04623672366142273, 0.034564804285764694, 0.04852943494915962, 0.03238891065120697, 0.019902994856238365, 0.031705960631370544, 0.012738050892949104, 0.032581645995378494, -0.0192096047103405, -0.04890856146812439, -0.01937885209918022, -0.011449826881289482, -0.01477403286844492, 0.01442067138850689, 0.04360443353652954, 0.05400947108864784, -0.047239501029253006, -0.009787802584469318, 0.017066339030861855, -0.0028882124461233616, 0.002845705719664693, 0.025626035407185555, -0.037807099521160126, -0.05865766853094101, 0.10158141702413559, 0.03264816850423813, -0.01633211225271225, 0.02352929674088955, 0.03703654557466507, -0.013245646841824055, 0.007278779987245798, -0.01230739988386631, 0.004297615960240364, 0.0380575992166996, -0.0034607024863362312, 0.08453649282455444, -0.013620016165077686, 0.04598847031593323, 0.04216175153851509, -0.004360415041446686, 0.026914745569229126, 0.03550681471824646, -0.027523351833224297, -0.06614144891500473, 0.008522937074303627, 0.009472803212702274, -0.037935931235551834, 0.040661998093128204, -0.017207050696015358, -0.26713594794273376, 0.030575810000300407, 0.07620761543512344, 0.012697936035692692, 0.0059632970951497555, 0.05531361326575279, 0.061217743903398514, -0.10597391426563263, 0.00016401939501520246, 0.0102843614295125, 0.014055422507226467, 0.025181695818901062, 0.03192123398184776, -0.003063867101445794, 0.047554533928632736, 0.014847599901258945, 0.0615491047501564, -0.008380581624805927, 0.0039122262969613075, 0.02973616123199463, 0.05253326892852783, 0.021252688020467758, 0.19325292110443115, -0.011568239890038967, 0.0751255601644516, 0.020456071943044662, -0.025681741535663605, 0.03661565110087395, 0.08366922289133072, 0.05741402506828308, 0.027750948444008827, 0.008256387896835804, 0.1248096227645874, -0.0031395230907946825, 0.03468908742070198, -0.1018638014793396, -0.016009744256734848, 0.000965195125900209, 0.04253863915801048, -0.04536536708474159, -0.003049910068511963, 0.009004902094602585, -0.07575534284114838, 0.02232770249247551, 0.06443512439727783, 0.011604747734963894, -0.009217461571097374, -0.05561067909002304, -0.04443073272705078, -0.0003670846053864807, -0.04518169164657593, 0.005543280392885208, -0.026117319241166115, -0.00822491105645895, 0.02389238215982914, 0.05814594775438309, 0.021674057468771935, -0.04342171549797058, -0.03411931172013283, 0.010025765746831894, -0.007352761458605528, 0.016828538849949837, 0.10292583703994751, 0.04202630743384361, 0.037341561168432236 ]
[ -0.029209107160568237, 0.006394846830517054, -0.02209913544356823, 0.02616978995501995, -0.02937847189605236, 0.024642134085297585, 0.0092251505702734, 0.029735149815678596, -0.02252868190407753, -0.006024262867867947, -0.038407694548368454, -0.008868114091455936, 0.0005169108044356108, -0.02039535902440548, 0.03979179263114929, 0.03795483708381653, 0.020103130489587784, -0.0263994000852108, 0.020009750500321388, -0.014686551876366138, -0.013698529452085495, 0.03858325257897377, 0.00871940515935421, -0.001862506614997983, -0.002872625831514597, 0.01631983183324337, -0.022778140380978584, -0.012522950768470764, 0.020923009142279625, -0.12484229356050491, -0.0411614365875721, -0.005043376702815294, 0.012252404354512691, 0.01536621991544962, -0.007351345848292112, 0.006039473693817854, 0.014063352718949318, 0.027637647464871407, -0.002605560002848506, -0.0188879556953907, -0.01946774125099182, 0.02395513840019703, -0.015200152061879635, -0.013056830503046513, 0.004894505254924297, 0.002217339351773262, -0.007815116085112095, 0.012140453793108463, -0.011936716735363007, -0.026616742834448814, -0.021842362359166145, -0.030333491042256355, -0.00798393040895462, -0.014622093178331852, 0.06029772385954857, -0.02637731097638607, -0.0005011467728763819, -0.0613417774438858, 0.005789515096694231, 0.0011869582813233137, -0.02487724833190441, -0.02132820151746273, -0.04173996299505234, -0.0063414485193789005, 0.045191265642642975, -0.027037397027015686, -0.009552608244121075, 0.03936357423663139, -0.0192994624376297, -0.02819436974823475, -0.04094543680548668, 0.01530451886355877, -0.016630833968520164, 0.01555528212338686, 0.017744867131114006, -0.0013293438823893666, 0.029421184211969376, -0.023885704576969147, 0.02302079275250435, -0.027087166905403137, -0.06855770200490952, 0.0023028491996228695, -0.007555542979389429, -0.007640188559889793, -0.0007699707057327032, 0.016831394284963608, -0.008036510087549686, 0.021959073841571808, 0.005841911770403385, 0.047754500061273575, -0.009566030465066433, 0.0038731377571821213, 0.04750252515077591, 0.03082384541630745, -0.07417088001966476, 0.0023265217896550894, -0.010869279503822327, -0.02983091026544571, 0.0015481965383514762, 0.8438403606414795, -0.010112621821463108, 0.0592791847884655, 0.03253055736422539, -0.01284192968159914, -0.005139944143593311, -0.01858413778245449, 0.04017334058880806, 0.0027632280252873898, 0.012428398244082928, -0.05522383376955986, 0.018536794930696487, -0.006229163147509098, 0.020909186452627182, -0.013311635702848434, -0.002414604416117072, 0.01121413242071867, 0.04161416366696358, 0.017626900225877762, 0.038473743945360184, 0.00409357063472271, 0.0025516801979392767, 0.002902149222791195, 0.006813789717853069, -0.018979212269186974, 0.004467672202736139, -0.18092694878578186, 0.02380513772368431, -8.838883651878487e-33, 0.03131556138396263, 0.0013130739098414779, 0.0029866895638406277, 0.007288826629519463, 0.008680894039571285, 0.005890666041523218, 0.004363976418972015, 0.0314076729118824, 0.034258775413036346, -0.02772430144250393, 0.035041097551584244, -0.03242596611380577, 0.01842164434492588, -0.02211395464837551, 0.025394119322299957, -0.016423296183347702, 0.01196347177028656, 0.04899211972951889, -0.003179103834554553, 0.0206006933003664, 0.013756579719483852, 0.04156480357050896, 0.040306370705366135, -0.02042144350707531, -0.02247479185461998, 0.01705826260149479, 0.01383302453905344, -0.018828414380550385, -0.05130259692668915, -0.043328333646059036, 0.00405519874766469, 0.028305813670158386, 0.01175643876194954, 0.00820671021938324, 0.05459092557430267, -0.013016954995691776, 0.0191169623285532, 0.006131699308753014, 0.02683710679411888, -0.03871898725628853, -0.0172390416264534, -0.018813135102391243, -0.03171728551387787, 0.036240383982658386, -0.021173518151044846, -0.03939702361822128, -0.021089177578687668, -0.02459789626300335, 0.006912918761372566, 0.023736726492643356, 0.03637700155377388, 0.0390748530626297, -0.015322995372116566, 0.006753250025212765, -0.004467241931706667, 0.01755978725850582, -0.01899927295744419, 0.0055010197684168816, 0.016995828598737717, 0.017172979190945625, -0.0023920030798763037, 0.04034009948372841, -0.009216006845235825, 0.02180272527039051, 0.003541031386703253, -0.024510707706212997, 0.013583525083959103, -0.02045525424182415, 0.002581528853625059, -0.03585141897201538, -0.04056147113442421, 0.003919566981494427, -0.014253220520913601, -0.01743578165769577, 0.008694604970514774, -0.03137579932808876, -0.020808465778827667, -0.0009151024278253317, 0.011288064531981945, 0.02567669190466404, 0.02043328247964382, 0.002855990780517459, -0.026124021038413048, 0.0029816932510584593, -0.029545845463871956, 0.017299024388194084, 0.05003312975168228, -0.009943836368620396, -0.001970302313566208, 0.0030970119405537844, 0.025936434045433998, -0.020885232836008072, 0.009251583367586136, -0.04415050894021988, 0.007830148562788963, 8.259458241787196e-33, 0.017804615199565887, -0.029168762266635895, 0.004080954007804394, 0.00036835309583693743, -0.0018761646933853626, -0.037006475031375885, 0.010045601055026054, -0.008287763223052025, -0.057772889733314514, 0.01549038477241993, -0.01273426041007042, 0.040645550936460495, -0.030707545578479767, 0.010049611330032349, 0.06005913391709328, 0.027113934978842735, 0.017861319705843925, -0.01994009129703045, 0.0004096109769307077, -0.05419771373271942, -0.025983760133385658, 0.0035612909123301506, 0.0275365449488163, 0.00961406622081995, -0.013086525723338127, 0.03785644471645355, -0.02920696698129177, -0.004753897897899151, 0.04239262640476227, 0.005700026173144579, -0.003061888972297311, 0.02004551701247692, 0.009876993484795094, -0.03517763316631317, -0.05895844101905823, 0.027481531724333763, 0.020007319748401642, -0.0033487542532384396, 0.03179650753736496, -0.02949509210884571, 0.02815171144902706, -0.011682473123073578, -0.00015441006689798087, -0.013080168515443802, 0.015090052038431168, 0.029576696455478668, -0.02600790373980999, -0.011074362322688103, 0.007672338280826807, 0.03878019377589226, 0.03565073013305664, 0.017405733466148376, 0.0017426118720322847, 0.009848484769463539, 0.040432874113321304, -0.01512837689369917, -0.03452378883957863, -0.027778705582022667, -0.0039490764029324055, -0.012381954118609428, -0.03353612869977951, 0.018712380900979042, -0.005210947711020708, -0.014003354124724865, 0.010584135539829731, -0.037431471049785614, -0.019815420731902122, -0.03775501251220703, 0.015996262431144714, -0.05716129392385483, -0.025016112253069878, 0.011025520041584969, -0.007803579326719046, 0.00468214089050889, -0.05443107336759567, 0.007278347387909889, -0.006319100968539715, -0.020266756415367126, -0.006087146233767271, 0.03568657115101814, 0.013326103799045086, 0.005131255369633436, 0.014594178646802902, 0.03228759765625, 0.009590482339262962, -0.008467566221952438, 0.010043645277619362, 0.0029999534599483013, 0.009578052908182144, -0.026413992047309875, -0.011612570844590664, -0.02878250740468502, -0.003041884396225214, -0.00016355275874957442, -0.00004094090036232956, -1.3629596118391873e-8, -0.04769768565893173, 0.04211842268705368, -0.026321034878492355, 0.0226836409419775, 0.018010765314102173, 0.02724539302289486, -0.05016089603304863, -0.05361856520175934, 0.018465690314769745, -0.004275368992239237, 0.043292101472616196, -0.0006500002346001565, 0.039541419595479965, 0.025144558399915695, 0.016554811969399452, -0.033203136175870895, -0.04139702022075653, -0.0031413359101861715, 0.024403046816587448, 0.03217296674847603, 0.003300934564322233, 0.019625669345259666, -0.034586913883686066, -0.0037528991233557463, 0.0010045537492260337, -0.005447156261652708, 0.004045151639729738, -0.07494841516017914, 0.04397374764084816, -0.008319199085235596, 0.01732790842652321, -0.021331854164600372, 0.0005678450688719749, 0.008369735442101955, 0.005379936657845974, -0.037316907197237015, 0.0089503088966012, -0.018679141998291016, 0.026149852201342583, 0.022375037893652916, 0.023451782763004303, -0.03991663455963135, 0.01015486940741539, -0.011699119582772255, -0.01610703393816948, -0.04152307286858559, -0.004314766731113195, -0.005528551526367664, -0.011673207394778728, -0.020778046920895576, 0.026467304676771164, 0.013344298116862774, 0.018858522176742554, 0.013447187840938568, 0.026274044066667557, 0.03207198530435562, 0.006129725370556116, -0.010777872055768967, -0.01388038694858551, 0.02007017843425274, 0.011807462200522423, -0.002413214184343815, -0.05759964510798454, -0.002683732658624649 ]
c-lambdas-how-much-context-should-you-need
https://markhneedham.com/blog/2008/12/27/c-lambdas-how-much-context-should-you-need
false
2008-12-11 06:48:42
Code for positive data values not negative
[ "coding" ]
[ "Coding" ]
While reading Pat Kua's latest post about how http://www.thekua.com/atwork/2008/12/coding-styles-leads-to-or-prevents-certain-classes-of-bugs/[coding a certain way can help you avoid certain classes of bugs] I was reminded of a technique taught to me by a colleague with regards to writing functions/methods. The idea is that it is more effective to *code for positive data values rather than trying to work out all the possible negative combinations*, since there are likely to be cases which we hadn't considered if we do the latter. For example, given the following method outline: [source,java] ---- public void someMethod(int someValue) { } ---- We might know that this method should only be allowed to take in non zero values. Therefore it makes more sense to code for this knowledge than to infer which values are not allowed. The following code snippet... [source,java] ---- public void someMethod(int someValue) { if(someValue != 0) { // throw exception } // someOtherMethod(); } ---- ...would therefore be preferable to this code snippet... [source,java] ---- public void someMethod(int someValue) { if(someValue < 0) { // throw exception } // someOtherMethod(); } ---- ...since in the latter we are making the assumption that less than 0 is invalid whereas the actual requirement was for non 0 values to be invalid. I know this is a highly contrived example but in theory this approach should prevent unexpected behaviour in our functions. I have been following this approach since I was shown it and my first thoughts are that it leads to code which is *more expressive and easier to write* since we are working with what we know rather than trying to infer what we don't know. I think that following a test driven approach would eventually lead to us writing code similar to this anyway, but it's an interesting idea to keep in mind.
null
null
[ 0.024486687034368515, -0.0055760471150279045, -0.046085577458143234, 0.03102230094373226, 0.04806141555309296, 0.029904555529356003, 0.03557495027780533, -0.002878926694393158, 0.010990523733198643, -0.026290299370884895, -0.006455563940107822, 0.010454886592924595, -0.07612314820289612, 0.02069566398859024, -0.042432788759469986, 0.07170813530683517, 0.07754239439964294, -0.025669217109680176, 0.04891819879412651, 0.004343576263636351, -0.016501519829034805, 0.05014806240797043, -0.017773456871509552, 0.016052497550845146, 0.04207328334450722, 0.01742669753730297, 0.006588326301425695, 0.0047578588128089905, -0.05729447677731514, -0.008899027481675148, 0.056523647159338, 0.06262227892875671, 0.000055362826969940215, -0.0032315708231180906, -0.004175969865173101, -0.01965300552546978, -0.00544510455802083, 0.008739911019802094, 0.027507679536938667, 0.03876613453030586, -0.058191172778606415, 0.029717888683080673, -0.012467047199606895, 0.027071792632341385, -0.04344794526696205, 0.003756909864023328, -0.015530253760516644, 0.009467043913900852, -0.025790562853217125, 0.00466158427298069, -0.0580393485724926, 0.059305716305971146, -0.011336243711411953, -0.0014325774973258376, -0.0003220949729438871, 0.06745514273643494, 0.02793552353978157, -0.06005121022462845, 0.011792784556746483, -0.0725976899266243, 0.007212910335510969, -0.005659040063619614, -0.0070842234417796135, 0.011841947212815285, 0.012643454596400261, 0.004195386078208685, -0.020887980237603188, 0.0410773828625679, -0.044409386813640594, -0.014121897518634796, -0.020179299637675285, -0.003158526960760355, -0.03153637796640396, -0.03146984428167343, 0.0019000053871423006, -0.06071454659104347, -0.00864811148494482, 0.06420418620109558, 0.009372451342642307, 0.040812134742736816, -0.005397898145020008, -0.0118569890037179, 0.021155018359422684, 0.007994318380951881, 0.03333853930234909, -0.04229174181818962, 0.004641365259885788, -0.02939240261912346, -0.013559342361986637, 0.05085105821490288, 0.005484763998538256, -0.028693245723843575, -0.001239185337908566, 0.013201518915593624, -0.01461976021528244, 0.017503954470157623, 0.004994302988052368, -0.033182453364133835, 0.0021849717013537884, -0.002320671919733286, -0.03688846156001091, -0.023912282660603523, 0.029907668009400368, 0.028857748955488205, -0.0695546567440033, -0.015447594225406647, -0.004251251928508282, -0.026832101866602898, 0.004929608665406704, 0.011322500184178352, -0.03753812238574028, 0.029022661969065666, -0.02309820055961609, -0.021575454622507095, -0.07951754331588745, 0.04889065772294998, -0.012135470286011696, -0.022868135944008827, -0.010523771867156029, 0.034920625388622284, 0.03497350215911865, 0.006433519534766674, 0.004407081753015518, 0.09753073751926422, 0.01899714022874832, 0.029849382117390633, -0.025500711053609848, 0.06788589805364609, -0.008201945573091507, -0.05632138252258301, -0.020606810227036476, 0.049458447843790054, -0.015893802046775818, -0.022672293707728386, -0.007371897809207439, -0.008291521109640598, -0.037143684923648834, 0.007233266718685627, 0.013438730500638485, 0.04962693154811859, -0.013965479098260403, -0.03938289359211922, 0.016321813687682152, 0.004425468854606152, 0.0018405042355880141, 0.0009909550426527858, 0.016974203288555145, -0.009362011216580868, -0.010098305530846119, 0.015612492337822914, 0.0071137435734272, 0.05803253501653671, 0.04982846975326538, -0.025820579379796982, -0.011893450282514095, 0.07454046607017517, 0.01429396215826273, 0.040166523307561874, -0.0036507081240415573, 0.043593790382146835, 0.04662161320447922, 0.029851268976926804, 0.03182945400476456, 0.0257492084056139, 0.02831811085343361, 0.014924236573278904, 0.003519056597724557, 0.06109442934393883, 0.004922632128000259, -0.0009771903278306127, -0.05587438866496086, -0.05932934954762459, 0.05156116560101509, -0.06736059486865997, 0.003151032840833068, 0.019569601863622665, 0.054951831698417664, 0.001991535071283579, 0.05472799018025398, 0.00956177618354559, -0.06916731595993042, 0.0026039935182780027, -0.011081205680966377, 0.015416523441672325, 0.004246127791702747, 0.0003394960076548159, 0.0659794807434082, 0.01893969252705574, -0.013880954124033451, 0.035893213003873825, -0.08146480470895767, -0.08072264492511749, -0.023139966651797295, -0.00780608830973506, 0.06707894057035446, -0.026355378329753876, -0.0021409557666629553, 0.06856174767017365, 0.023996155709028244, 0.05680833384394646, 0.04522784426808357, -0.002898790407925844, -0.0001058807029039599, -0.01711776666343212, -0.045347195118665695, 0.054067716002464294, 0.07153137028217316, -0.004247596021741629, -0.043528102338314056, 0.02125244215130806, 0.004600806627422571, 0.005349726881831884, 0.025853930041193962, -0.023748738691210747, 0.02757536619901657, 0.020510271191596985, 0.04027818515896797, -0.03150099515914917, 0.06948839873075485, -0.07444053888320923, -0.010873188264667988, -0.00165746477432549, 0.0007406682125292718, 0.005391381680965424, 0.0222913958132267, 0.1251205950975418, 0.05646756663918495, -0.034726500511169434, -0.031915921717882156, 0.02766648679971695, 0.02177949622273445, -0.05486370250582695, 0.00893659982830286, -0.00919552892446518, 0.002507622353732586, 0.0098781269043684, -0.034385960549116135, -0.006109071895480156, 0.0393637977540493, -0.03793702647089958, 0.028776992112398148, 0.09021040797233582, -0.03268153965473175, 0.05408187210559845, -0.03321358188986778, -0.03869622200727463, -0.012176783755421638, -0.019123226404190063, -0.04398536682128906, 0.01157398708164692, 0.000815267616417259, -0.003509446745738387, 0.0601033940911293, -0.02525235339999199, -0.04490652307868004, -0.02232322469353676, -0.04508490487933159, -0.00542425736784935, 0.0527227520942688, 0.04126327857375145, -0.017027031630277634, 0.031247200444340706, 0.010214587673544884, -0.01567147858440876, 0.0006235057371668518, -0.06320475041866302, 0.006775256711989641, 0.021786406636238098, 0.027231264859437943, 0.04407408833503723, 0.0091710751876235, 0.047707486897706985, 0.0194710586220026, -0.006401939783245325, -0.026101121678948402, -0.002567717805504799, 0.04634501412510872, 0.0068077160976827145, -0.039864398539066315, -0.014181430451571941, -0.040569618344306946, 0.05723755806684494, -0.02885287068784237, -0.03552279621362686, 0.01668252982199192, -0.062291182577610016, 0.045416612178087234, -0.06794995069503784, -0.07574746012687683, 0.019127067178487778, 0.028151042759418488, 0.03457724303007126, -0.027858959510922432, 0.00887520331889391, 0.10516811162233353, -0.012741662561893463, -0.004884281661361456, 0.003866988467052579, 0.0009902893798425794, 0.01895841397345066, 0.001956826075911522, -0.00846167840063572, 0.03666109964251518, 0.0011359695345163345, -0.01517671998590231, -0.02407282590866089, 0.02990109659731388, 0.01796923205256462, -0.2657158374786377, 0.04375668987631798, -0.01440583448857069, -0.03802920877933502, 0.013681041076779366, -0.0000990864064078778, 0.009371460415422916, -0.0365959033370018, -0.029213303700089455, 0.039130549877882004, -0.0517922043800354, -0.052066344767808914, -0.04034706577658653, 0.05443033203482628, 0.0004270647477824241, 0.00804263073951006, 0.0021011498756706715, -0.026872891932725906, -0.0187565665692091, 0.05138622969388962, -0.01618967391550541, -0.07235672324895859, -0.008131451904773712, 0.051915280520915985, 0.040935225784778595, 0.02923891879618168, -0.08575581759214401, 0.04310093820095062, -0.03868446499109268, -0.0029380531050264835, -0.002343364991247654, -0.006549714598804712, -0.008009461686015129, -0.038757145404815674, -0.014414455741643906, 0.0036412784829735756, 0.00040377728873863816, 0.00116339314263314, -0.027454370632767677, 0.07416094094514847, -0.04680491238832474, -0.046087972819805145, -0.02451212704181671, 0.021558713167905807, 0.06542332470417023, 0.001125840935856104, -0.0524732731282711, 0.007220814470201731, -0.037655964493751526, 0.07033530622720718, -0.040735263377428055, -0.012260128743946552, -0.0109217194840312, 0.03579798713326454, -0.02445097267627716, -0.01074011530727148, -0.008706058375537395, -0.004285463131964207, -0.022700896486639977, -0.031385596841573715, -0.005996389780193567, -0.061281219124794006, -0.010769716463983059, -0.02806510217487812, -0.005039149429649115, -0.07652221620082855, -0.06979314237833023, -0.0008151455549523234, 0.08390417695045471, -0.0011760251363739371, -0.014003671705722809, 0.00504295714199543, 0.015390229411423206, -0.12080684304237366, -0.0020191282965242863, -0.03796914592385292, -0.034138504415750504, -0.02497383952140808, -0.010795281268656254, 0.041244398802518845, -0.030026957392692566, -0.055608004331588745, 0.04534679278731346, 0.02278975211083889, 0.01344227697700262, -0.01750713586807251, 0.025374803692102432, -0.0044700270518660545, -0.01039102766662836, 0.00239557190798223, 0.07019961625337601, 0.011308208107948303, -0.010371647775173187, -0.04950137436389923, 0.0022139037027955055, 0.03758256137371063, 0.03922942280769348, -0.019912686198949814, 0.0075843967497348785, 0.025820637121796608, 0.010887638665735722, -0.06469205766916275, 0.05309467390179634, -0.039590176194906235, 0.0012565816286951303, -0.010049097239971161, -0.05008644238114357, 0.05223053693771362, 0.03214990720152855, 0.0038376341108232737, 0.0024704989045858383, -0.04286589473485947, 0.0010785809718072414, -0.046063683927059174, -0.03038548119366169, -0.03711855784058571, -0.0014908898156136274, 0.032609306275844574, -0.008178392425179482, -0.020633859559893608, -0.05377129837870598, 0.011274274438619614, -0.009100972674787045, -0.016927756369113922, -0.0537736639380455, -0.03539913147687912, -0.015378367155790329, -0.01095973514020443, -0.004334127996116877, 0.033042583614587784, -0.017088932916522026, 0.04402107745409012, 0.01721068285405636, -0.021241070702672005, -0.009665214456617832, -0.005172481294721365, -0.005442130379378796, -0.02403193898499012, -0.04194978252053261, -0.04232826828956604, 0.023307953029870987, 0.006319086998701096, 0.0003912224783562124, 0.019742434844374657, 0.03417688608169556, -0.003308582119643688, 0.034807849675416946, -0.006279367953538895, 0.009028828702867031, 0.030185434967279434, 0.00043804943561553955, -0.07381026446819305, 0.04030143469572067, -0.05298692733049393, -0.05817427486181259, -0.009088462218642235, 0.02744792029261589, -0.013531336560845375, -0.03699377179145813, -0.013400811702013016, 0.036337438970804214, -0.04017249867320061, -0.038142602890729904, -0.03010408952832222, 0.005375055130571127, 0.07279924303293228, -0.034313786774873734, 0.029154710471630096, -0.034680016338825226, -0.01781003177165985, 0.0006535523571074009, -0.008927669376134872, -0.03520417585968971, 0.0201824102550745, 0.015909193083643913, -0.015112970024347305, 0.003547641448676586, -0.0018329841550439596, 0.0244617760181427, 0.009773211553692818, -0.009044964797794819, -0.05064690485596657, 0.022908495739102364, 0.010339578613638878, 0.0303836427628994, -0.0012974987039342523, 0.004982566926628351, -0.015974488109350204, -0.007467034738510847, -0.012577437795698643, -0.05731308460235596, -0.03455972671508789, 0.002786861499771476, 0.04450199007987976, -0.037579599767923355, -0.057717565447092056, 0.015111849643290043, 0.020432183519005775, 0.019047198817133904, 0.026361500844359398, 0.0031128181144595146, -0.0025912874843925238, -0.01653461903333664, 0.01609259843826294, 0.03258691728115082, -0.05643328279256821, 0.01740499958395958, 0.011880715377628803, -0.012220180593430996, 0.03768116608262062, 0.008510787971317768, -0.05826810374855995, -0.02257017232477665, -0.010501867160201073, -0.0058290534652769566, -0.05500772222876549, -0.007396182511001825, -0.006411522626876831, 0.005359068047255278, -0.02185744233429432, -0.011074704118072987, -0.013494893908500671, -0.006634840276092291, -0.0403558574616909, -0.011712494306266308, -0.0033599468879401684, -0.0413210391998291, 0.005714588798582554, 0.03537304699420929, -0.03631606698036194, 0.009944532066583633, -0.010357536375522614, 0.032278381288051605, 0.025190047919750214, -0.030396735295653343, -0.03032156638801098, -0.043853867799043655, 0.02597186155617237, -0.01080962922424078, 0.04590935260057449, -0.009761369787156582, -0.03280272334814072, -0.025515004992485046, -0.023891378194093704, -0.02698415517807007, 0.009424387477338314, -0.02432759664952755, -0.03262052685022354, 0.005240493454039097, 0.06814196705818176, 0.031213434413075447, 0.039262805134058, 0.0013557462953031063, -0.0014316814485937357, 0.0693410187959671, -0.0452566035091877, -0.02300187386572361, -0.03345458582043648, -0.05534336343407631, 0.0039007123559713364, -0.001748937531374395, 0.03202875331044197, -0.01605466939508915, 0.037628255784511566, 0.032071802765131, 0.03142666071653366, 0.02962438389658928, -0.00035103841219097376, 0.04504358395934105, -0.04573999345302582, 0.019480805844068527, -0.09067212045192719, 0.01800418458878994, 0.03232145681977272, 0.017711063846945763, -0.0013250161428004503, -0.03694571182131767, -0.016086263582110405, 0.022136814892292023, -0.09590653330087662, 0.007368410937488079, 0.020208438858389854, 0.01550030056387186, 0.0000495829081046395, 0.028743959963321686, -0.04652107506990433, 0.022104743868112564, 0.027062086388468742, -0.03194354102015495, -0.050938770174980164, -0.0409214086830616, 0.04883849620819092, 0.04978588968515396, 0.022855492308735847, -0.02493961714208126, 0.022749340161681175, 0.07203693687915802, 0.029600966721773148, 0.02591484971344471, 0.0262480229139328, -0.0032475742045789957, 0.04533898085355759, 0.040117550641298294, 0.00772552564740181, -0.0047297170385718346, -0.006744640413671732, 0.005716969259083271, -0.071449875831604, 0.011315504088997841, 0.027500446885824203, -0.06803741306066513, -0.04551105201244354, 0.05201196298003197, 0.008453038521111012, -0.03170372173190117, -0.05402844399213791, 0.011705326847732067, -0.03887249529361725, -0.006312145851552486, -0.024272963404655457, -0.01921314001083374, -0.029143597930669785, 0.07676395773887634, 0.00018419462139718235, -0.001676890067756176, 0.05310257524251938, -0.018512627109885216, 0.0022976070176810026, -0.018352704122662544, 0.1033812165260315, 0.0903351828455925, 0.03966649994254112, 0.00036969908978790045, 0.04096608981490135, -0.018350951373577118, -0.04460982605814934, 0.006721245124936104, -0.019744541496038437, -0.00829400960355997, -0.020914971828460693, 0.04448965936899185, 0.050017669796943665, 0.010818660259246826, 0.05994454771280289, -0.03659455478191376, 0.0028392625972628593, -0.0005377196939662099, 0.03855612501502037, 0.010700857266783714, 0.06539677828550339, 0.011541357263922691, 0.00662197032943368, -0.007567950524389744, -0.03962417319417, 0.038390956819057465, -0.028315342962741852, -0.030899174511432648, 0.013498660176992416, 0.01574472151696682, 0.007468630559742451, 0.041661862283945084, 0.02966962195932865, 0.06919634342193604, -0.023688925430178642, 0.007909662090241909, -0.00850646197795868, 0.040092118084430695, 0.01420904416590929, -0.0018487772904336452, -0.023083282634615898, -0.028793632984161377, 0.009487334638834, -0.00815153680741787, 0.00046411255607381463, -0.01801999658346176, -0.02361885830760002, 0.06210700049996376, -0.022233769297599792, 0.0015285785775631666, 0.017141614109277725, -0.002457438502460718, -0.040025074034929276, -0.07138221710920334, -0.040483031421899796, -0.03641538694500923, -0.06306471675634384, -0.040468305349349976, 0.0329056978225708, -0.03771243989467621, -0.04054205119609833, -0.01759875938296318, -0.024925358593463898, -0.03080340288579464, 0.057733699679374695, -0.03507106378674507, -0.022857846692204475, 0.03625032305717468, 0.025159303098917007, 0.05001489818096161, 0.02437586523592472, 0.029698776081204414, -0.009613375179469585, -0.016622217372059822, -0.02249269187450409, -0.03158806264400482, 0.05230250582098961, 0.02414010651409626, 0.005332295782864094, -0.06832398474216461, 0.006413661874830723, 0.033745020627975464, 0.007011155132204294, -0.05474606528878212, 0.018095985054969788, -0.006915338337421417, 0.0007662332500331104, 0.05764834210276604, -0.014381488785147667, -0.008979438804090023, -0.026305988430976868, -0.02083183079957962, -0.009620130993425846, -0.00000818242824607296, 0.06079000234603882, -0.0225763451308012, 0.07391653954982758, 0.007927239872515202, -0.03131581097841263, -0.016586406156420708, 0.004967841319739819, -0.02604861371219158, -0.005720867309719324, -0.05032298341393471, -0.04351510480046272, -0.03353308141231537, -0.06639576703310013, 0.009343786165118217, 0.03346267715096474, -0.01599486917257309, -0.031375233083963394, 0.0281914584338665, 0.0390486977994442, -0.05292731896042824, 0.01919521391391754, -0.033205050975084305, 0.06309784948825836, -0.037244945764541626, -0.014894964173436165, 0.009706860408186913, 0.02604924887418747, -0.017947573214769363, -0.0016645926516503096, 0.020284321159124374, -0.03002144582569599, 0.008793598040938377, -0.023240474984049797, 0.023663772270083427, 0.04274362698197365, -0.021252047270536423, 0.0024793643970042467 ]
[ -0.11271552741527557, -0.009817355312407017, -0.050569772720336914, -0.05989562347531319, 0.021125342696905136, -0.03195514157414436, 0.009729255922138691, 0.04510095342993736, 0.010427224449813366, -0.01361953653395176, 0.008715320378541946, -0.024113310500979424, -0.013098334893584251, 0.01143138948827982, 0.04532488062977791, 0.008112477138638496, -0.008169084787368774, -0.02764216437935829, -0.02036021091043949, 0.01690150424838066, 0.05292530357837677, -0.009789006784558296, -0.023234430700540543, -0.044716451317071915, 0.0383622944355011, 0.04366818442940712, 0.02546056918799877, -0.045002713799476624, 0.010717238299548626, -0.18570449948310852, -0.01091223768889904, 0.00976121611893177, 0.0528496615588665, -0.04301290586590767, -0.03497299179434776, 0.04711045324802399, 0.013868346810340881, 0.047068800777196884, -0.006789148319512606, 0.044855572283267975, 0.004623429849743843, 0.03614005073904991, -0.04080028831958771, -0.026294810697436333, 0.00000528198233951116, 0.012947309762239456, 0.006849807687103748, -0.044759351760149, -0.03552579879760742, 0.005083268042653799, -0.0639101043343544, -0.005405844654887915, -0.031046463176608086, -0.017886780202388763, -0.02157140150666237, 0.005111965350806713, 0.03543831780552864, 0.08149681240320206, 0.005028223618865013, 0.024479035288095474, 0.009185828268527985, -0.03222769871354103, -0.10493308305740356, 0.07717663794755936, 0.04846518486738205, 0.046208616346120834, 0.0068619269877672195, -0.0051694451831281185, -0.011080923490226269, 0.06822052597999573, 0.03530793637037277, -0.013876889832317829, -0.022539667785167694, 0.05431607738137245, -0.003228764748200774, -0.02022157795727253, 0.01746205985546112, -0.0007858395110815763, 0.04347725212574005, -0.050044745206832886, -0.05373722314834595, -0.03297030180692673, 0.0309313777834177, -0.0045588016510009766, -0.016856886446475983, 0.0282518919557333, -0.02153998240828514, 0.03770577162504196, 0.04090721905231476, 0.027211658656597137, 0.04860405623912811, -0.015539531596004963, 0.02050512470304966, -0.007413996383547783, -0.058789681643247604, 0.026886578649282455, -0.026398640125989914, -0.011233458295464516, -0.04935431480407715, 0.4328049123287201, -0.03576746955513954, -0.0437702052295208, 0.034722983837127686, 0.01466383971273899, -0.016589172184467316, -0.005605961661785841, -0.007990905083715916, -0.06214146316051483, 0.00922204926609993, -0.06742919981479645, 0.012379687279462814, -0.021442051976919174, 0.06762506812810898, -0.04064419865608215, -0.03041946515440941, 0.0320267491042614, 0.04944941774010658, 0.0018336012726649642, 0.019507840275764465, -0.0014789756387472153, -0.02067897841334343, -0.025266574695706367, 0.019361106678843498, 0.0046701631508767605, 0.0023841967340558767, -0.05616292357444763, -0.02847116068005562, 0.0715990960597992, 0.03187523037195206, 0.01897916942834854, 0.05044160410761833, -0.0706091895699501, -0.06757862120866776, -0.00855646189302206, -0.019593987613916397, 0.021831631660461426, 0.031083980575203896, -0.013358276337385178, 0.0302920900285244, -0.0002775351167656481, 0.00793060939759016, -0.02286815457046032, 0.008640251122415066, -0.014027012512087822, -0.05400954559445381, 0.08671648055315018, -0.01442535500973463, -0.024315794929862022, 0.003759568789973855, -0.061364058405160904, 0.010163849219679832, 0.029687391594052315, -0.04240509495139122, -0.06463668495416641, 0.022608324885368347, 0.02469244785606861, 0.08177496492862701, -0.01587846130132675, -0.0644753947854042, -0.011724846437573433, -0.030850335955619812, 0.007299061864614487, -0.06381478905677795, 0.0618576817214489, 0.01529617514461279, -0.049942757934331894, 0.003705976065248251, -0.010183109901845455, 0.024013612419366837, -0.04488401114940643, -0.0029365611262619495, 0.018994878977537155, -0.014204217121005058, -0.009678559377789497, 0.06557385623455048, -0.007122798822820187, -0.006388057954609394, 0.003922995645552874, 0.04643910378217697, 0.05584016069769859, 0.04037761315703392, 0.015119452960789204, -0.047351136803627014, 0.006707897875458002, -0.009951732121407986, -0.07465750724077225, -0.060776639729738235, 0.01802222616970539, -0.03036552667617798, 0.006377215962857008, -0.036466747522354126, -0.06003580987453461, -0.10477316379547119, 0.08054719120264053, -0.040343839675188065, -0.03732890635728836, 0.03818780183792114, -0.018504196777939796, -0.01852400414645672, -0.024243611842393875, -0.010946939699351788, 0.05372929200530052, -0.002998875919729471, 0.04168079048395157, -0.03620653599500656, 0.04841001704335213, 0.07536313682794571, -0.05945452302694321, 0.06852392107248306, 0.041001785546541214, -0.05139002576470375, -0.03674405440688133, -0.006911003030836582, 0.0308091938495636, -0.00399903766810894, -0.02870851196348667, 0.00047265365719795227, 0.05596283823251724, 0.025417033582925797, 0.010126769542694092, -0.044376179575920105, -0.04457923397421837, 0.0014851586893200874, -0.3337259888648987, -0.058196939527988434, -0.005653638858348131, -0.03188452497124672, 0.012106245383620262, -0.04221263527870178, 0.0008327477262355387, -0.028007004410028458, -0.06071934476494789, -0.006736705079674721, 0.07478409260511398, -0.03343582898378372, -0.031035762280225754, -0.0923144742846489, 0.0009661394287832081, -0.014368191361427307, -0.04963604733347893, -0.052732765674591064, -0.03441061079502106, 0.019230777397751808, -0.017135554924607277, 0.008373729884624481, 0.014108751900494099, -0.08424268662929535, 0.0013741974253207445, -0.047810107469558716, 0.07952456176280975, -0.01510772854089737, 0.12451905757188797, -0.045044489204883575, 0.026817686855793, -0.01670374535024166, 0.015593639574944973, -0.06829783320426941, 0.030909596011042595, -0.041761770844459534, -0.05776107683777809, -0.01857609488070011, 0.02471897378563881, -0.0010591851314529777, -0.022247428074479103, -0.004842529073357582, -0.0650162324309349, -0.028295375406742096, -0.02818881720304489, -0.0007574016344733536, -0.015582493506371975, -0.04619952291250229, 0.0073452601209282875, 0.07108199596405029, 0.011808536015450954, 0.02158610336482525, 0.02960663102567196, 0.024708304554224014, 0.01739138923585415, -0.029331263154745102, -0.04470430314540863, 0.0300427358597517, 0.018818242475390434, 0.012741374783217907, 0.05139775946736336, 0.0534466877579689, 0.0388910248875618, -0.028379162773489952, -0.010835223831236362, 0.02262546867132187, 0.01715513877570629, -0.009887966327369213, 0.0444539450109005, -0.021297423169016838, -0.02258259616792202, 0.1389285922050476, 0.003613029606640339, -0.03189128637313843, 0.02929346077144146, 0.059652816504240036, -0.002080569276586175, 0.011384888552129269, 0.011862097308039665, 0.008663451299071312, 0.0013520466163754463, 0.006444691680371761, 0.02958555892109871, -0.022397540509700775, -0.013030000030994415, 0.035519447177648544, -0.006390133406966925, -0.007028033956885338, 0.042616721242666245, -0.022307924926280975, -0.028298407793045044, -0.0189554151147604, 0.012392577715218067, -0.041382256895303726, 0.06769436597824097, -0.011048956774175167, -0.24633115530014038, -0.010633726604282856, 0.04028567299246788, 0.05875055119395256, -0.011971533298492432, 0.04286816716194153, 0.047346074134111404, -0.05906261131167412, -0.020860634744167328, 0.013030581176280975, 0.029788240790367126, 0.012713427655398846, 0.035364195704460144, -0.0040538921020925045, 0.05631932243704796, -0.035700973123311996, 0.03461751341819763, 0.000005960943781246897, 0.05619300156831741, 0.005426797550171614, 0.041241757571697235, 0.005072080064564943, 0.19694863259792328, -0.03216347470879555, 0.0550815686583519, 0.023205257952213287, 0.03923119977116585, 0.02189984731376171, 0.06922545284032822, 0.022144189104437828, 0.01239236444234848, 0.0043410006910562515, 0.10154645889997482, 0.0037894512061029673, 0.018854400143027306, -0.061592064797878265, -0.02108778990805149, 0.0020510065369307995, 0.020814791321754456, -0.010901812463998795, 0.008626573719084263, 0.03731401264667511, -0.017545199021697044, 0.029225094243884087, 0.08182854950428009, 0.04343694821000099, -0.013602959923446178, -0.046042002737522125, -0.03858627751469612, -0.012857422232627869, -0.023406313732266426, -0.007998725399374962, 0.00920672994107008, -0.013813091441988945, 0.005248612258583307, 0.061460208147764206, 0.007073503918945789, -0.026084521785378456, -0.05613555759191513, -0.005728618707507849, 0.011671348474919796, 0.003778846701607108, 0.10700877010822296, 0.041418854147195816, 0.02481641061604023 ]
[ -0.017000393941998482, 0.04586179926991463, -0.0012604808434844017, -0.02259209007024765, -0.015185840427875519, 0.022977303713560104, -0.012525389902293682, 0.013191898353397846, -0.004083217587321997, -0.008608981966972351, -0.028896965086460114, 0.006306472234427929, 0.019523030146956444, -0.023269880563020706, 0.01513454969972372, -0.02222776599228382, -0.007548238150775433, 0.008221259340643883, 0.016120873391628265, -0.0009435510728508234, -0.020398573949933052, 0.03639101982116699, 0.01275251992046833, -0.031991250813007355, -0.003740483894944191, 0.030646149069070816, -0.011069905012845993, -0.023387739434838295, 0.028937343508005142, -0.13005657494068146, -0.03590340539813042, -0.02063623070716858, -0.034584660083055496, -0.0013742281589657068, -0.013280301354825497, 0.0016276317182928324, 0.006665160413831472, 0.038591817021369934, -0.004638480953872204, 0.03295055776834488, -0.05703405290842056, -0.0011077121598646045, -0.027546197175979614, -0.013595291413366795, 0.0063845873810350895, -0.016118541359901428, -0.011618911288678646, -0.03749619051814079, -0.00933393556624651, -0.049065034836530685, -0.007665651384741068, 0.007077486719936132, -0.0008960338309407234, -0.00796166155487299, 0.04803964123129845, -0.02099396102130413, -0.012494736351072788, 0.008828304708003998, -0.008359304629266262, 0.008232751861214638, -0.01407706830650568, -0.017211653292179108, -0.02916845679283142, -0.02280152402818203, -0.0029895093757659197, -0.022534284740686417, 0.015524753369390965, 0.01777314394712448, 0.003148555289953947, -0.0020419752690941095, -0.024191465228796005, 0.026468252763152122, -0.015713991597294807, 0.029788266867399216, 0.000038035359466448426, 0.02156720869243145, -0.016437876969575882, 0.0029094605706632137, 0.019920460879802704, -0.02239421382546425, -0.0059061371721327305, 0.0018479347927495837, -0.004352204035967588, 0.013236431404948235, 0.01951010338962078, 0.005260529462248087, -0.006439642980694771, 0.005235144402831793, 0.02829149179160595, 0.03939453884959221, -0.032798510044813156, 0.03200950846076012, -0.003535947762429714, -0.01237194612622261, -0.07176560908555984, 0.02152317762374878, -0.04189326614141464, -0.028954682871699333, 0.017550358548760414, 0.8711058497428894, 0.01387463416904211, 0.03739257529377937, 0.04235506057739258, 0.011193705722689629, 0.04033797234296799, -0.01837979443371296, -0.01974410004913807, 0.033702559769153595, 0.03261030092835426, -0.019551601260900497, 0.009483049623668194, -0.00300543662160635, 0.03240203484892845, -0.01206886861473322, 0.012202385812997818, 0.01873336359858513, 0.018085334450006485, -0.0034048452507704496, 0.009385676123201847, 0.012509937398135662, 0.027762046083807945, -0.03881470859050751, 0.0010041061323136091, 0.017787184566259384, 0.018280860036611557, -0.16109886765480042, -0.02312181331217289, -9.09545733446453e-33, 0.06858349591493607, -0.020640604197978973, 0.03711915761232376, -0.021061914041638374, 0.0034038759768009186, -0.027296695858240128, 0.009358779527246952, 0.004266596864908934, 0.019526828080415726, -0.04724600538611412, 0.03170107305049896, -0.04851795732975006, 0.009639296680688858, -0.027319585904479027, 0.025368578732013702, 0.005450798664242029, 0.002839073073118925, 0.01676436886191368, -0.01958589442074299, 0.014914288185536861, 0.03499430790543556, 0.004588103387504816, 0.0347476564347744, -0.0001848804095061496, -0.007671980652958155, 0.027482423931360245, 0.023801231756806374, 0.0048078084364533424, -0.028247911483049393, -0.04020778089761734, -0.012975967489182949, -0.00206177169457078, 0.0015609064139425755, -0.017918994650244713, 0.020666925236582756, -0.049849044531583786, -0.019818786531686783, 0.0034666594583541155, -0.02775498293340206, -0.030918912962079048, -0.047805752605199814, -0.0032593621872365475, -0.021020185202360153, 0.016755754128098488, 0.0011481666006147861, -0.013163509778678417, 0.004812205675989389, 0.01665831170976162, 0.019932212308049202, 0.01027597300708294, 0.004966742359101772, 0.038537606596946716, 0.010207641869783401, 0.006271470803767443, -0.0058259516954422, 0.04306577891111374, 0.020178817212581635, 0.0005230068345554173, -0.038362715393304825, 0.019559459760785103, -0.008179652504622936, 0.019892629235982895, -0.03074493445456028, 0.023704005405306816, -0.015301425009965897, -0.0215718112885952, -0.011591368354856968, -0.0156382005661726, 0.01200021430850029, -0.017655374482274055, -0.03655814379453659, 0.004116501659154892, -0.011816520243883133, 0.0011929572792723775, -0.01823050156235695, -0.010981414467096329, 0.0018512319074943662, -0.014373323880136013, -0.00031661303364671767, 0.0064946371130645275, 0.03490006551146507, -0.007993302308022976, 0.034764453768730164, 0.000991965876892209, 0.006109599489718676, -0.01641901582479477, 0.022992251440882683, -0.0018903930904343724, -0.005525424610823393, 0.0010933915618807077, 0.04215436428785324, 0.027314286679029465, -0.024513710290193558, -0.01679140329360962, -0.022838298231363297, 8.637240820306371e-33, 0.002474685898050666, 0.01597975194454193, -0.037055276334285736, -0.0015712692402303219, 0.007155025843530893, 0.014325551688671112, 0.002692787442356348, 0.03739900514483452, -0.039209358394145966, 0.033832695335149765, -0.015239800326526165, 0.01943241059780121, -0.02320963889360428, 0.008866365067660809, 0.037598349153995514, -0.05074571818113327, 0.012567643076181412, -0.006032690871506929, 0.025215156376361847, 0.010459952987730503, 0.02400936931371689, 0.00983002781867981, 0.02677905187010765, -0.0067828805185854435, 0.0053183878771960735, 0.04479845240712166, -0.04048628360033035, 0.025230199098587036, -0.010116691701114178, 0.023236500099301338, 0.054061371833086014, -0.01166797149926424, 0.012046442367136478, -0.05219339206814766, 0.008799342438578606, -0.010317591018974781, -0.0032442316878587008, -0.002309289528056979, 0.030175011605024338, 0.022047007456421852, 0.013876955024898052, -0.014769328758120537, 0.031621892005205154, 0.02666049264371395, 0.004994140472263098, -0.011889594607055187, 0.00952690839767456, -0.007106700446456671, -0.00989644043147564, -0.034323617815971375, -0.01779826171696186, -0.0003516990109346807, 0.004606760106980801, 0.020667940378189087, 0.006019543390721083, 0.0014968087198212743, -0.030869409441947937, 0.009678702801465988, -0.0038492034655064344, 0.05182189866900444, -0.011502868495881557, -0.025356311351060867, -0.0023092003539204597, 0.007947618141770363, -0.032956261187791824, -0.0018630687845870852, 0.0017831918084993958, -0.010991087183356285, -0.037021614611148834, -0.01224467996507883, -0.0247235968708992, -0.016510765999555588, 0.006079747807234526, 0.030111581087112427, 0.019527189433574677, -0.04078308492898941, -0.017768748104572296, 0.010648858733475208, -0.012358258478343487, 0.021454105153679848, 0.018573101609945297, -0.005372454412281513, -0.020940303802490234, -0.0003559858596418053, 0.030715366825461388, 0.009004625491797924, -0.01740231364965439, 0.0036654125433415174, 0.004009708762168884, -0.03720078989863396, -0.025139618664979935, 0.03566884621977806, 0.000833227823022753, -0.001886730664409697, 0.0002859220840036869, -1.4089984290421853e-8, 0.008504269644618034, -0.019377753138542175, -0.007301801815629005, 0.01761701889336109, 0.04433490335941315, 0.02380175143480301, -0.028084881603717804, -0.02193726785480976, -0.011757337488234043, 0.0057661328464746475, 0.03245392069220543, 0.01839660480618477, -0.0007853012648411095, -0.0016693276120349765, 0.01699800044298172, -0.05099476873874664, -0.01644670031964779, 0.013518910855054855, -0.0006545889191329479, 0.028052043169736862, -0.008473643101751804, 0.03273891657590866, -0.03842952847480774, -0.004844142589718103, 0.01941603608429432, -0.02093658037483692, 0.05236749351024628, -0.0753222107887268, 0.0235141571611166, 0.015351014211773872, -0.015757624059915543, -0.022321267053484917, -0.013095752336084843, 0.019239410758018494, -0.04400788992643356, -0.006425068713724613, 0.0003853863454423845, 0.019316453486680984, 0.009889583103358746, 0.003185426350682974, -0.02483624778687954, -0.027363579720258713, -0.005613246466964483, -0.017847979441285133, 0.006619883701205254, -0.015523017384111881, -0.02552485466003418, 0.020473971962928772, -0.002079521771520376, -0.011237967759370804, -0.003704957664012909, 0.025916138663887978, -0.008624764159321785, 0.013376854360103607, 0.0042753443121910095, -0.0027183969505131245, -0.0013485734816640615, -0.028544388711452484, -0.023334581404924393, 0.004253649152815342, 0.02526545152068138, 0.00601727981120348, -0.032356273382902145, -0.013334467075765133 ]
code-for-positive-data-values-not-negative
https://markhneedham.com/blog/2008/12/11/code-for-positive-data-values-not-negative
false
2008-12-29 20:52:59
Talent is Overrated: Book Review
[ "books", "book-review", "talent" ]
[ "Books" ]
== The Book http://www.amazon.co.uk/Talent-Overrated-Separates-World-Class-Performers/dp/1857885198/ref=sr_1_1?ie=UTF8&s=books&qid=1230535500&sr=8-1[Talent is Overrated] by Geoff Colvin == The Review I came across this book on http://twitter.com/jchyip[Jason Yip's Twitter feed] while the idea of 10,000 hours to become an expert at any given skill was being discussed. I'm reading http://www.amazon.co.uk/Outliers-Story-Success-Malcolm-Gladwell/dp/1846141214/ref=sr_1_1?ie=UTF8&s=books&qid=1230535786&sr=1-1[Outliers] as well and the two books seem to complement each other quite well. I'm interested in how we can apply deliberate practice in software development, perhaps using the medium of coding dojos, to become better developers in a more effective manner than just normal practice. == What did I learn? * The first section of the book is spent dismissing the notion that innate talent is what makes people who are world class in their field so good at what they do. Research is cited showing that it is only through *10,000 hours of practice* that world class performance can be achieved. Although I agree that the best performers do have to put in a lot of practice to become good at what they do, I'm still of the opinion that people have some skills they are naturally better at than others and if these are the ones they chose to practice they are always going to be better than someone who didn't start off with that ability. I think this idea is discussed more in Outliers than in this book though. * *Deliberate practice* is described as something which is: ** Designed to improve performance ** Can be repeated a lot ** Feedback continuously available ** Highly demanding mentally ** Not much fun + Some examples are given of people who have engaged in deliberate practice and approach seems to entail finding something very specific that you want to improve on in a practice session and then working on that repeatedly while http://groups.google.com/group/software_craftsmanship/msg/ed1e9e4b01261016[maintaining the self awareness to analyse how it is going] and adapt accordingly. Benjamin Franklin's approach to improving his writing involved comparing his efforts to those of the Spectator, the standard which Franklin strived to reach. Software development wise perhaps this could involve picking an area of improvement such as trying to write code using small methods (less than 5 lines per method for example) and then comparing that code to some open source code written by someone like http://butunclebob.com/ArticleS.UncleBob[Uncle Bob] for example, analysing where improvement is still needed and then practicing in that area. * I am keen to work out whether we can *design coding dojo sessions to be about deliberately practicing in a certain area*. From the http://www.markhneedham.com/blog/category/coding-dojo/[dojos] we've run in Sydney we've found that the more specific we can make the problem to solve the more we gain from the session as the practice is much more focused. Areas of practice for future coding dojos could be: Refactoring a code base, using tiny types, coding in a functional way, and so on. The key with any approach that we take seems to be to ensure that the tasks we're working on are just slightly above our level of competence, an idea I have previously read about in http://softwarecraftsmanship.oreilly.com/wiki[Apprenticeship Patterns] and http://www.markhneedham.com/blog/2008/10/06/pragmatic-learning-and-thinking-book-review/[Pragmatic Learning and Thinking]. * With regards to improving skills, three models are suggested for non-work related practice: ** *Music Model* - Break down activity into smaller pieces; analyse each for ares of improvement; repeatedly practice each area. This is a useful approach for practicing presentations and speeches where we know beforehand what we want to do. ** *Chess Model* - Study real games; practice the situations from the games; compare what you did vs what happened in the real game. This approach has been applied in business for many years, disguised as the case method. ** *Sports Model* - re-learn the basics of the field; simulate situations that may come up in real life. + I think some parts of each of these models can be applied to software development. From the sports model we can take the idea of re-learning the underlying principles of computer science and how our code is actually working behind the abstractions languages create for us; from the chess model we can take the idea of considering different options when we have a choice to allow us to select the one which will best solve our problem; and from the music model we can take the idea of identifying specific areas of improvement in our work and relentlessly working on these. * *Domain knowledge* is identified as being one key area where experts have a very important advantage over everyone else. Having a mental model of the domain that we work in provides a framework for learning new information and allows us to learn new information in context rather than on its own, making it much more likely that we will remember this information. I think this is particularly applicable in software development and is something I've forgotten about lately. Knowing the industry that you're working in makes you much more effective when it comes to understanding what users need and what features will be the most valuable to them. * Closely linked to this idea is *chunking of information* to allow us to hold more data in our memory. The example given is around expert chess players being able to remember the positioning of pieces on a board much better than novices since they see the moves which have happened rather than memorising the absolute positioning of the pieces. This can be applied when reading code bases - I've noticed that people more experienced at doing this than myself are able to notice patterns more easily and can separate noise and signal much more easily. * I found it quite interesting that the author speaks about *creating organisations which are all about building people*. This is a very similar idea to that of creating http://blog.scottbellware.com/2008/12/learning-organization.html[learning organisations] which I came across while reading http://www.markhneedham.com/blog/2008/12/20/lean-software-development-book-review/[Lean Software Development]. A failure to create this type of environment in a consultancy, for example, would result in it effectively being a http://dahliabock.wordpress.com/2008/12/10/bodyshopping-is-it-a-dirty-word/[body shopping operation]. The problem is that putting people into the roles that best allow them to improve mean that they won't be working in their strongest role and therefore the organisation is not getting the benefits of those skills. Ideas expressed around creating a balance include encouraging employees to take part in communities and giving them additional 'growth projects'. I guess the equivalent in the software world would be to contribute to open source projects and participate in user groups and mailing lists to gain skills and insights that we would not otherwise gain. * The *importance of feedback* is also emphasised in helping people to achieve great performance. I'm not convinced that the typical approach to reviewing performance is the optimal approach and my current thinking around this is that it might be useful to measure out progressing skills in different areas against the http://pragmaticstudio.com/dreyfus[Dreyfus model] and then work out ways to progress to the next level. Retrospectives on agile projects are a way that we share feedback at a project level but I think we need to create shorter and more effective feedback cycles for individuals to help them to get better. * The idea of *letting employees choose their own projects* is raised as one which can help lead to greater innovation inside organisations since people will be working on something they are passionate about and are therefore going to do a much better job at it. http://googleblog.blogspot.com/2006/05/googles-20-percent-time-in-action.html[Google's 20% time] is an example of this idea proving to be reasonably effective. I don't know how that would be achievable at a project level but certainly on agile projects an approach which lets developers choose which stories they want to work on tends to be the most effective approach from my experience. * The myth that innovation comes about by accident is addressed and instead an alternate theory, that *"the aha moment comes out of hours of thought and study"* is proposed. The majority of innovations are shown to have been derived from something that previously existed but was modified to be even better. I think this is true in software too. For example, http://code.google.com/p/mockito/[Mockito] is the predominant Java mocking framework at the moment, and although it allows mocking/stubbing in a different way than was previously possible, that idea would not have been possible without JMock and EasyMock having been invented first. It is also suggested that creating an environment where time is available for people to try things out is important if we want innovation to actually happen. * The idea of motivation is touched on - the suggestion being that *intrinsic motivation is predominant* in people who are prepared to put in the practice necessary to become world class at something. It is also suggested that for some people practicing skills puts them in a state of http://en.wikipedia.org/wiki/Flow_(psychology)[flow], meaning that practice is actually enjoyable and not hard work as had been suggested earlier. == In Summary This area of study still fascinates me and this book certainly gives a great deal of insight into the way that world class performers have made themselves so. Software development wise I'm looking forward to reading Corey Haines' thoughts on how ideas such as his http://programmingtour.blogspot.com/[pair programming journeyman tour] can help us to improve as developers and seeing how our understanding of the value of coding dojos continues to develop.
null
null
[ 0.023161573335528374, 0.007226348388940096, -0.004782017320394516, 0.021767817437648773, 0.08199591189622879, 0.007788383401930332, 0.05585687234997749, 0.044514816254377365, 0.019060533493757248, -0.015922026708722115, -0.003884086385369301, 0.0009900659788399935, -0.0626031681895256, 0.0010914389276877046, -0.055876825004816055, 0.07960280776023865, 0.07945579290390015, 0.02769678644835949, 0.0004790157254319638, 0.004181775730103254, 0.036801449954509735, 0.07698122411966324, 0.019853340461850166, 0.03104202076792717, 0.023561036214232445, 0.017514735460281372, 0.005010216496884823, -0.00942443497478962, -0.04581932723522186, -0.014459104277193546, 0.04682253301143646, -0.014496688731014729, 0.01877402700483799, -0.018175924196839333, 0.015937091782689095, -0.0280927661806345, -0.00901730265468359, 0.015572957694530487, 0.0011181362206116319, 0.004095183685421944, -0.08658327907323837, 0.01811470277607441, -0.014339801855385303, 0.024681035429239273, -0.06270430982112885, -0.0006467039929702878, -0.04507773742079735, 0.012283994816243649, 0.007206506561487913, -0.003724664216861129, -0.04759996384382248, 0.0443233996629715, -0.01787724159657955, -0.015949973836541176, -0.0023542402777820826, 0.04630361497402191, 0.01921483315527439, -0.04279296472668648, 0.020264629274606705, -0.05377506464719772, -0.005278852302581072, 0.0017279827734455466, -0.008320171386003494, 0.033026739954948425, 0.03017832338809967, -0.03239360451698303, 0.014987463131546974, 0.049243126064538956, -0.03491203859448433, 0.01132768765091896, -0.040702853351831436, 0.007714196108281612, -0.011899663135409355, -0.012268402613699436, -0.004901119973510504, -0.058820728212594986, 0.008886880241334438, 0.06746178865432739, 0.027063973248004913, 0.05470496416091919, -0.008585827425122261, 0.02603471837937832, 0.015387157909572124, 0.036759793758392334, -0.0349431186914444, -0.03847961127758026, 0.013026628643274307, -0.03926469013094902, -0.0692334994673729, 0.051662348210811615, -0.0030323306564241648, -0.04174693673849106, 0.013475693762302399, 0.045100800693035126, -0.007610532455146313, 0.006289483513683081, 0.022828586399555206, -0.02147553116083145, -0.024177346378564835, -0.029353538528084755, -0.03724229335784912, -0.03293878957629204, -0.005574654322117567, 0.015074431896209717, -0.058115724474191666, 0.021122921258211136, 0.004668446257710457, -0.001726125250570476, -0.009521669708192348, 0.026996241882443428, -0.03395761549472809, 0.014658743515610695, -0.03808409348130226, 0.0037409099750220776, -0.07463926821947098, 0.06061464175581932, 0.003021239535883069, -0.02887004241347313, -0.004435972776263952, 0.01798565313220024, 0.04310968145728111, 0.037608254700899124, -0.010533549822866917, 0.079826720058918, -0.0024189893156290054, 0.006171669811010361, -0.010550317354500294, 0.054800841957330704, 0.0027402436826378107, -0.03528331592679024, 0.005727888084948063, 0.04321273788809776, -0.03478521108627319, 0.010268664918839931, -0.009213968180119991, -0.002819473622366786, 0.013782523572444916, 0.01064539235085249, 0.021475788205862045, 0.03437385708093643, 0.005359149072319269, -0.030124688521027565, 0.007075646426528692, 0.004096329212188721, 0.020459316670894623, -0.010770220309495926, 0.008058059960603714, -0.03331407904624939, -0.03594870865345001, -0.01540896575897932, 0.031298067420721054, 0.04059388488531113, 0.004598028026521206, -0.025688672438263893, 0.020602252334356308, 0.0787029042840004, 0.04474150016903877, 0.011143810115754604, 0.004485129378736019, 0.028158949688076973, 0.04254041239619255, 0.0491444393992424, 0.025901416316628456, 0.003393283113837242, 0.015905726701021194, -0.014563733711838722, -0.007453532423824072, 0.04944142326712608, -0.036347825080156326, -0.001306741964071989, -0.049943551421165466, -0.013588347472250462, 0.047224149107933044, -0.06623151898384094, -0.03364790976047516, 0.037309594452381134, 0.06437604129314423, 0.046861432492733, 0.048033423721790314, 0.011643633246421814, -0.07935880869626999, 0.0436675138771534, 0.03553323075175285, 0.023258360102772713, 0.01663207821547985, -0.02543754316866398, 0.06474152952432632, 0.044679537415504456, 0.016306700184941292, 0.0586138553917408, -0.08168882131576538, -0.09722813963890076, 0.0051141525618731976, -0.02351403422653675, 0.05638555437326431, -0.027054766193032265, 0.02175426296889782, 0.06405173242092133, 0.01707403175532818, 0.05418318882584572, 0.0009699661168269813, -0.012556326575577259, -0.012258492410182953, -0.04597840830683708, -0.04739697277545929, 0.06581442803144455, 0.025804078206419945, 0.007513983175158501, -0.03251655027270317, 0.013093934394419193, -0.0009322012774646282, -0.02362813800573349, 0.027761567384004593, -0.015305256471037865, 0.019639570266008377, 0.009086575359106064, 0.0533849373459816, -0.015370131470263004, 0.0496806874871254, -0.03429897502064705, 0.026161890476942062, 0.013050321489572525, -0.007926614955067635, 0.0032416058238595724, -0.007806861307471991, 0.11744473874568939, 0.05628347396850586, -0.045361537486314774, -0.04917984828352928, 0.011701500043272972, 0.0017862435197457671, -0.03664588928222656, 0.0005460187676362693, 0.01692119985818863, 0.017060723155736923, -0.011641409248113632, -0.05004281923174858, -0.038205064833164215, 0.02170467935502529, -0.05823811888694763, -0.01852782629430294, 0.059027448296546936, -0.015617920085787773, 0.062849260866642, 0.0009397007524967194, -0.007849658839404583, -0.02110871858894825, 0.012661234475672245, -0.043196454644203186, 0.004005574155598879, 0.0097051952034235, -0.01112038642168045, 0.035822294652462006, -0.0250264760106802, -0.029211971908807755, -0.02613401599228382, -0.06565581262111664, 0.026887325569987297, 0.06675969064235687, 0.04725361615419388, -0.014699545688927174, 0.04877742379903793, -0.018554337322711945, 0.050004709511995316, 0.012322640046477318, -0.026836764067411423, -0.04659460112452507, -0.05047984793782234, 0.011034046299755573, 0.00002386590676906053, 0.006121315527707338, 0.0417574904859066, 0.00022021785844117403, 0.019356906414031982, -0.014370273798704147, 0.0027800011448562145, 0.03577158972620964, -0.02127537690103054, -0.004064836073666811, -0.00952088925987482, -0.02901817113161087, 0.056661881506443024, -0.03316803276538849, -0.023758338764309883, 0.0018787345616146922, -0.08305275440216064, 0.015539275482296944, -0.053455665707588196, -0.03923777490854263, -0.007220586761832237, 0.008293717168271542, 0.04961197450757027, 0.04054172709584236, 0.01931021921336651, 0.055650822818279266, -0.0015793093480169773, 0.002637800993397832, 0.012808512896299362, -0.0019366787746548653, 0.02515660971403122, 0.012464391998946667, 0.017981043085455894, 0.037770699709653854, -0.0013266470050439239, -0.005267667584121227, -0.045882005244493484, 0.020205890759825706, -0.025843393057584763, -0.28093186020851135, 0.05789479985833168, 0.010608399286866188, -0.04023359343409538, 0.018067024648189545, -0.03505415841937065, 0.007576650939881802, -0.06123385578393936, -0.02870345674455166, 0.03651340305805206, -0.026620442047715187, -0.04047824814915657, -0.02900705114006996, 0.04659190773963928, 0.00793437659740448, 0.021253017708659172, 0.02807988040149212, -0.0348970927298069, -0.00818011723458767, 0.062302637845277786, -0.01203286275267601, -0.07630077004432678, -0.024691378697752953, 0.032955437898635864, 0.06181352213025093, 0.06909023970365524, -0.07372800260782242, 0.01853201724588871, -0.068606898188591, -0.008891596458852291, 0.006246884819120169, 0.007268148474395275, 0.00496289599686861, -0.010444539599120617, -0.013473840430378914, -0.019336268305778503, 0.053050484508275986, -0.0058982521295547485, 0.004812457133084536, 0.023927323520183563, -0.02392374910414219, -0.03271438553929329, -0.021503394469618797, 0.014520540833473206, 0.07829713821411133, 0.020824037492275238, -0.09236078709363937, 0.0038865641690790653, -0.02156222239136696, 0.07677243649959564, -0.03631361946463585, -0.046093545854091644, -0.01906290091574192, 0.031128237023949623, -0.011311503127217293, -0.02473827637732029, 0.0074585191905498505, -0.010069129057228565, -0.0394972488284111, -0.041968561708927155, -0.02385544218122959, -0.0039482456631958485, -0.029984546825289726, -0.04257611557841301, -0.019205406308174133, -0.06977967172861099, -0.04527844116091728, -0.029458098113536835, 0.07291658967733383, 0.006400220561772585, -0.05277713015675545, -0.003920276649296284, -0.018383894115686417, -0.0965348482131958, -0.022440683096647263, -0.0084629375487566, -0.025096027180552483, 0.009876059368252754, 0.016867373138666153, 0.06873278319835663, -0.04157096520066261, -0.046792007982730865, 0.03785952925682068, 0.0013538934290409088, 0.03310522437095642, -0.014085601083934307, 0.03997503221035004, 0.029399961233139038, -0.0058908723294734955, 0.008856347762048244, 0.08253315836191177, 0.00488125067204237, -0.034350212663412094, -0.029337769374251366, 0.028209658339619637, 0.03370775654911995, 0.026372045278549194, -0.0119516272097826, 0.00652123661711812, 0.040805306285619736, -0.017358405515551567, -0.061942558735609055, 0.024899015203118324, -0.008674690499901772, -0.008159714750945568, -0.01723058894276619, -0.055429112166166306, 0.02420785464346409, 0.036932092159986496, 0.0005913889035582542, 0.019930319860577583, -0.03287118300795555, 0.029226427897810936, -0.01586642861366272, -0.018955105915665627, -0.040910810232162476, 0.012196705676615238, 0.03265942260622978, -0.03228384256362915, 0.014734460972249508, -0.03984089940786362, 0.011604714207351208, -0.03961414843797684, -0.0322546549141407, -0.06351453810930252, -0.007519151549786329, 0.0013859635218977928, -0.020483748987317085, -0.0075011043809354305, 0.01132744736969471, -0.028112350031733513, 0.031156258657574654, 0.0242157019674778, -0.04146319627761841, -0.0034527676180005074, -0.04470238462090492, -0.058640722185373306, -0.033592481166124344, 0.0022776536643505096, 0.02441067434847355, -0.002995820948854089, 0.023007722571492195, -0.028381168842315674, 0.03161361441016197, 0.04968654736876488, 0.027168380096554756, 0.023783273994922638, -0.025920357555150986, 0.02075335755944252, 0.010244808159768581, 0.020072506740689278, -0.0659865066409111, 0.03365239128470421, -0.037990033626556396, -0.03913925215601921, -0.009191140532493591, 0.015320910140872002, -0.009761957451701164, -0.03998535871505737, -0.013572406955063343, 0.014289883896708488, -0.04657406732439995, -0.04940947890281677, -0.03804561868309975, 0.03645235300064087, 0.05513768270611763, -0.020101863890886307, 0.03014429658651352, -0.027037637308239937, 0.0015748627483844757, 0.021439261734485626, 0.004197484347969294, -0.041781507432460785, -0.018620766699314117, -0.0017614418175071478, 0.014346973039209843, 0.013348392210900784, -0.005803853739053011, 0.03666776791214943, -0.0017520125256851315, -0.0007181731052696705, -0.046188388019800186, -0.006508946418762207, 0.012602013535797596, 0.041835326701402664, 0.012052814476191998, -0.015336413867771626, -0.033397164195775986, -0.02935696579515934, -0.022991403937339783, -0.03907514363527298, -0.02217002585530281, 0.005091248080134392, 0.03317151218652725, -0.03197316825389862, -0.050719622522592545, 0.05078217759728432, 0.03492762893438339, -0.01645587384700775, 0.03187553584575653, -0.01015202235430479, -0.008409654721617699, -0.04179813340306282, 0.009515411220490932, 0.06501898914575577, -0.07555168122053146, 0.003262921702116728, -0.01971469447016716, -0.004205633886158466, 0.01178612932562828, -0.02065853960812092, -0.045729734003543854, -0.0036391853354871273, -0.026505468413233757, 0.02066008932888508, -0.06976113468408585, -0.005333139095455408, -0.03333521634340286, 0.011662713252007961, -0.01875399798154831, 0.011944844387471676, -0.016800835728645325, -0.03388196974992752, -0.022789141163229942, -0.018136950209736824, 0.015596683137118816, -0.03993632644414902, -0.004695008508861065, 0.01790861412882805, -0.0682356208562851, 0.004240792244672775, -0.023562230169773102, 0.004738048650324345, 0.024913758039474487, -0.024272480979561806, -0.01591344177722931, -0.04096396639943123, 0.008300136774778366, 0.022633392363786697, 0.024821190163493156, 0.0058388616889715195, -0.025464573875069618, -0.019534679129719734, -0.0025975292082875967, -0.044456690549850464, 0.010155302472412586, -0.019218219444155693, -0.014758838340640068, 0.04450617730617523, 0.06196184456348419, 0.020661067217588425, 0.01535487174987793, -0.023214340209960938, -0.018301671370863914, 0.05101262405514717, -0.06758758425712585, -0.007772200275212526, -0.010053543373942375, -0.054202910512685776, 0.03160519152879715, 0.01816578209400177, 0.03777521103620529, -0.024054503068327904, 0.03540326654911041, 0.011343240737915039, 0.03837987780570984, 0.03919823095202446, -0.0027896773535758257, 0.027573304250836372, -0.06587298959493637, -0.002840072149410844, -0.09259847551584244, -0.0080261817201972, 0.019122719764709473, 0.0038597513921558857, -0.011350595392286777, -0.009012843482196331, -0.04851241782307625, 0.05815190449357033, -0.08144511282444, -0.02355741523206234, 0.02758043445646763, -0.00882162805646658, -0.031325310468673706, 0.001237720251083374, -0.05770701915025711, 0.027277233079075813, 0.0007493291632272303, -0.03766593709588051, -0.01845671981573105, -0.02148505486547947, 0.045181404799222946, 0.014860192313790321, 0.02911577932536602, -0.03887952119112015, -0.011237633414566517, 0.08066489547491074, 0.00942531879991293, -0.008158368989825249, 0.0295252725481987, -0.010034936480224133, 0.019134724512696266, 0.03786173835396767, 0.026387041434645653, 0.003224022686481476, 0.035491008311510086, -0.010094782337546349, -0.0679735466837883, 0.033617231994867325, -0.018814580515027046, -0.039209358394145966, -0.04008737578988075, 0.05154576525092125, -0.000009977024092222564, -0.034189049154520035, -0.0723128393292427, 0.01788211613893509, -0.02975745126605034, -0.014161530882120132, -0.013615033589303493, -0.0034310463815927505, -0.05118798837065697, 0.05122411251068115, 0.017817910760641098, 0.00906212069094181, 0.052526284009218216, -0.006229173392057419, -0.03514682874083519, -0.0012365641305223107, 0.09295488148927689, 0.08102071285247803, 0.05106524005532265, 0.016097374260425568, 0.06977850198745728, 0.009356181137263775, -0.04755554720759392, 0.019655320793390274, 0.004762273747473955, -0.015642352402210236, -0.033984940499067307, 0.02550308033823967, 0.05187101662158966, 0.010044758208096027, 0.07651858776807785, -0.022473901510238647, -0.034465014934539795, -0.002037650439888239, 0.02439146116375923, -0.0009096810827031732, 0.05829199403524399, 0.018414858728647232, 0.026338033378124237, -0.019785655662417412, -0.04407379776239395, 0.03903213143348694, -0.014926338568329811, -0.020384008064866066, 0.03256500884890556, -0.017343759536743164, 0.012648957781493664, 0.012527312152087688, 0.02241569757461548, 0.07997419685125351, -0.03512994199991226, 0.01925458386540413, -0.005794228054583073, 0.03252440690994263, -0.00867901649326086, 0.016992611810564995, -0.027071382850408554, -0.02294490486383438, -0.02340799942612648, -0.02800324559211731, -0.021539686247706413, -0.011255203746259212, -0.011391938664019108, 0.029611239209771156, -0.028068438172340393, 0.016165537759661674, 0.052420590072870255, 0.004468250088393688, -0.023953942582011223, -0.06529869884252548, -0.02994428388774395, -0.030456166714429855, -0.032539546489715576, -0.018965402618050575, 0.009474878199398518, -0.017065225169062614, -0.027430875226855278, -0.020247038453817368, -0.0006582150235772133, -0.041216909885406494, 0.05186360329389572, -0.06377898156642914, -0.03565262630581856, -0.0018112186808139086, 0.019067883491516113, 0.03127593174576759, 0.019771821796894073, 0.06407690793275833, 0.005787305533885956, -0.004506695084273815, 0.028896251693367958, -0.004909313749521971, 0.02566259354352951, 0.003453565528616309, 0.04019599035382271, -0.08712049573659897, 0.012901794165372849, 0.015819989144802094, -0.010138324461877346, -0.059407103806734085, 0.02144034206867218, 0.04120379313826561, 0.005557794123888016, 0.04575272649526596, -0.009535050019621849, 0.018710419535636902, -0.04789121076464653, -0.00042842060793191195, -0.005879754666239023, 0.003573190188035369, 0.039209820330142975, -0.029665358364582062, 0.09075716137886047, 0.026172613725066185, -0.002030967967584729, -0.04301386699080467, -0.014977616257965565, -0.00028617779025807977, 0.008081017062067986, -0.043462060391902924, -0.0033147630747407675, -0.022331349551677704, -0.09200097620487213, -0.0033591587562114, 0.01788915880024433, -0.015645241364836693, -0.0408533439040184, 0.024855785071849823, 0.008168578147888184, -0.030233774334192276, 0.018504299223423004, -0.025809288024902344, 0.035678815096616745, -0.04046543687582016, -0.002358698286116123, 0.013921269215643406, 0.024728143587708473, 0.00405670702457428, -0.01073805708438158, 0.02011732943356037, -0.05279755964875221, 0.012132380157709122, -0.02703365497291088, 0.03527915105223656, 0.05198660120368004, 0.009231324307620525, -0.01280423253774643 ]
[ -0.07566722482442856, -0.014302817173302174, 0.0046851905062794685, -0.03880111873149872, 0.02351405657827854, -0.019990945234894753, -0.019473150372505188, -0.003558868309482932, 0.002810522448271513, 0.0005511388881132007, 0.030423829331994057, -0.006304940674453974, -0.0013376250863075256, -0.025054538622498512, 0.05093460902571678, 0.033327288925647736, 0.01727987825870514, -0.07511824369430542, 0.010599704459309578, 0.014777245931327343, 0.015908127650618553, -0.023377181962132454, -0.005472511984407902, -0.025347046554088593, 0.0446513332426548, -0.006619757506996393, 0.0022135679610073566, -0.05101214349269867, 0.008732025511562824, -0.1587803065776825, -0.02222190424799919, 0.02138424664735794, 0.05389288440346718, -0.0027923239395022392, -0.029132364317774773, 0.06730441004037857, 0.021103357896208763, 0.009110287763178349, -0.00585210882127285, 0.030562983825802803, 0.03015327826142311, 0.024774959310889244, -0.042909231036901474, -0.02542397566139698, 0.04520542547106743, 0.0296864602714777, -0.022202856838703156, -0.04024456441402435, -0.016275808215141296, 0.02139040268957615, -0.08718670159578323, -0.04185120761394501, -0.017167018726468086, 0.014460409991443157, 0.0014102667337283492, 0.001989609096199274, 0.03876848518848419, 0.08477141708135605, -0.0031702087726444006, 0.018373308703303337, 0.0356198288500309, -0.009403275325894356, -0.1423635333776474, 0.07885872572660446, 0.03078986145555973, 0.054257914423942566, -0.023491542786359787, -0.013936081901192665, -0.03018815629184246, 0.052006348967552185, 0.016129080206155777, -0.03184567019343376, 0.008260742761194706, 0.03025885485112667, 0.01533563807606697, 0.006623052526265383, -0.0021824233699589968, 0.012211115099489689, 0.02758779004216194, -0.01741304248571396, -0.012752020731568336, -0.010751968249678612, -0.014052968472242355, -0.043293457478284836, -0.03267427533864975, 0.03674054890871048, -0.0013834733981639147, 0.03214186429977417, 0.025777995586395264, 0.017810184508562088, 0.026971500366926193, -0.010190824046730995, 0.012307191267609596, 0.004282234702259302, -0.04485097900032997, -0.04282572865486145, -0.003298457246273756, 0.017478402704000473, -0.06165516376495361, 0.4533613920211792, -0.0005405672709457576, -0.03121987171471119, 0.050395265221595764, 0.03878246992826462, 0.0052195643074810505, -0.003751697251573205, 0.03265296295285225, -0.0373552143573761, 0.017241928726434708, -0.021659214049577713, 0.020451106131076813, 0.02548282966017723, 0.051314499229192734, -0.04295891523361206, 0.023917263373732567, 0.041977085173130035, 0.03626709058880806, 0.04086770489811897, 0.018383599817752838, -0.010760230012238026, -0.009967943653464317, -0.01435888558626175, 0.046696607023477554, -0.006202732678502798, -0.02528061345219612, -0.07043156027793884, 0.00009026710904436186, 0.06336686760187149, 0.046792641282081604, -0.006718854885548353, 0.06091364473104477, -0.03750317916274071, -0.06337243318557739, -0.018662068992853165, -0.008264841511845589, 0.015528371557593346, 0.024876631796360016, 0.007738551124930382, 0.011759591288864613, 0.03574184700846672, 0.06492737680673599, 0.007869075052440166, 0.01577768474817276, -0.03118254616856575, -0.020449716597795486, 0.10608648508787155, 0.024860072880983353, -0.013383889570832253, 0.012868761084973812, -0.03036624938249588, -0.020416095852851868, 0.018393995240330696, -0.02488687075674534, -0.03595779091119766, 0.039744503796100616, 0.008118204772472382, 0.12100435793399811, -0.0024584848433732986, -0.07986737042665482, -0.02709799073636532, -0.008332504890859127, -0.012288646772503853, -0.057891007512807846, 0.05960369482636452, 0.06938483566045761, -0.0735357329249382, -0.015799764543771744, -0.003810276510193944, -0.036272551864385605, -0.05017784237861633, -0.010863032191991806, -0.029117239639163017, -0.07649648934602737, 0.047792453318834305, 0.05744978412985802, -0.05321431905031204, -0.0371423102915287, -0.00028901163022965193, 0.05875275284051895, 0.03592006862163544, 0.060932956635951996, -0.007930350489914417, -0.01366526447236538, 0.001921217073686421, -0.04523341730237007, -0.03848477452993393, -0.031528569757938385, -0.01897735521197319, -0.00290793483145535, 0.03744368255138397, -0.030186854302883148, -0.009570285677909851, -0.1019858717918396, 0.06251230090856552, -0.013580985367298126, -0.02410494163632393, 0.014626835472881794, -0.027548445388674736, -0.026462117210030556, -0.028946684673428535, -0.1154288798570633, 0.017728058621287346, -0.030063243582844734, -0.0046609193086624146, -0.05057854950428009, 0.057611919939517975, 0.05985769256949425, -0.050004616379737854, 0.11199724674224854, 0.07261218875646591, -0.08063657581806183, -0.05677416920661926, -0.02048821933567524, 0.04620471969246864, 0.017555048689246178, -0.016541216522455215, 0.005079662427306175, 0.03810226917266846, -0.013721431605517864, 0.017588455229997635, -0.047946687787771225, -0.016697928309440613, -0.030081648379564285, -0.3449539840221405, -0.02575656585395336, -0.0136928241699934, 0.006479451898485422, 0.023819517344236374, -0.01836513914167881, 0.014217918738722801, -0.013300501741468906, -0.00694231828674674, 0.02824985422194004, 0.05700516328215599, -0.03170277178287506, 0.014169812202453613, -0.050097692757844925, -0.004306168761104345, 0.00664857542142272, -0.04150690883398056, -0.027535663917660713, -0.013964718207716942, 0.008123202249407768, 0.03456674888730049, 0.04851708933711052, -0.01419147476553917, -0.05622713267803192, -0.010651936754584312, -0.054870229214429855, 0.0484781488776207, 0.027835441753268242, 0.0920616164803505, -0.03160518780350685, 0.03438727185130119, 0.03829457610845566, 0.028522470965981483, -0.10688424110412598, 0.0008478977251797915, -0.03241828829050064, 0.045156631618738174, -0.035769298672676086, 0.017591599375009537, -0.030706053599715233, -0.059852343052625656, 0.037879329174757004, -0.05918096378445625, -0.048712991178035736, -0.09348760545253754, 0.023217258974909782, -0.0322384387254715, -0.025820955634117126, -0.03724777325987816, 0.07024478167295456, 0.020707476884126663, 0.006023772526532412, 0.005432508420199156, -0.009315901435911655, -0.020171768963336945, -0.020677633583545685, -0.13319706916809082, 0.051693085581064224, -0.024535560980439186, 0.004802181851118803, 0.02765636146068573, 0.035324305295944214, 0.04914062097668648, -0.06294513493776321, -0.003437202889472246, -0.006693077273666859, 0.00896310992538929, 0.0050188098102808, 0.04252302274107933, -0.015562050975859165, -0.027885673567652702, 0.07795652747154236, -0.0006531741237267852, -0.033033374696969986, 0.013203323818743229, 0.021625712513923645, -0.0130893774330616, -0.018024597316980362, 0.00167543173301965, -0.010225970298051834, -0.013634895905852318, -0.006085668690502644, 0.007952472195029259, -0.018335435539484024, -0.007232495583593845, -0.005205739755183458, -0.023092158138751984, -0.05836218222975731, 0.0434228889644146, 0.029005903750658035, -0.03749497979879379, 0.02535267546772957, -0.04853806644678116, -0.03220883756875992, 0.03956342861056328, 0.017578035593032837, -0.22284361720085144, 0.007130931597203016, 0.050426412373781204, 0.05965660512447357, -0.009620992466807365, 0.0011614258401095867, 0.03210005909204483, -0.06014961376786232, 0.0021812638733536005, 0.047498658299446106, 0.06972963362932205, -0.005797010846436024, -0.03079717606306076, -0.002390836598351598, 0.03914933651685715, -0.02454616129398346, 0.056529343128204346, 0.00291815516538918, 0.028382163494825363, 0.023668615147471428, 0.012803597375750542, 0.010240992531180382, 0.14338085055351257, 0.005378233268857002, 0.030833987519145012, -0.003804906038567424, -0.015138691291213036, -0.020420433953404427, 0.07888846844434738, -0.0204659141600132, 0.03531437739729881, 0.017130615189671516, 0.05182259902358055, 0.03329843655228615, 0.002482660347595811, -0.07028403878211975, -0.04139266535639763, 0.02080243080854416, -0.0021874390076845884, -0.030905278399586678, 0.0233258455991745, -0.031196849420666695, -0.0065200491808354855, 0.06919213384389877, 0.07257825136184692, -0.01104616466909647, 0.01037620659917593, -0.06237371265888214, -0.04723191633820534, -0.00016164268890861422, -0.03082854114472866, -0.03304961323738098, 0.014067042618989944, -0.001963729038834572, 0.01926233433187008, 0.06856221705675125, 0.041892748326063156, -0.019806334748864174, 0.0036412724293768406, -0.007443835958838463, -0.004321390297263861, -0.014860430732369423, 0.09930222481489182, 0.08007840067148209, 0.02057228796184063 ]
[ -0.019047515466809273, -0.009981284849345684, 0.0036238557659089565, -0.01899871788918972, -0.00400458462536335, -0.00040727434679865837, 0.030075199902057648, 0.0456676259636879, -0.0421920120716095, -0.015774952247738838, -0.029087932780385017, 0.04429610073566437, 0.024132607504725456, -0.0044413479045033455, 0.004680037964135408, 0.01734990067780018, 0.016217222437262535, 0.02144504152238369, 0.01615266129374504, -0.01463801134377718, 0.0018901688745245337, 0.026623614132404327, 0.015509978868067265, 0.008630442433059216, -0.037689633667469025, 0.0014479812234640121, -0.013740613125264645, -0.003982625436037779, 0.02261766418814659, -0.11117248237133026, -0.054603759199380875, -0.013223321177065372, -0.01743919402360916, 0.03458122909069061, -0.02307984232902527, -0.006497037131339312, -0.012604789808392525, 0.018836086615920067, -0.007673042826354504, 0.006690814159810543, 0.004455309361219406, -0.020307816565036774, 0.00945228710770607, -0.01384307723492384, 0.014168994501233101, -0.004898943472653627, 0.013960027135908604, -0.04507545381784439, -0.030843086540699005, 0.002320378553122282, -0.054177071899175644, -0.0108172707259655, -0.00953762698918581, 0.0022698761895298958, 0.024407392367720604, 0.008109291084110737, 0.02361675724387169, -0.0026778820902109146, -0.0023940885439515114, -0.003102172166109085, -0.0009967538062483072, -0.0093237841501832, -0.04832036793231964, -0.025827579200267792, -0.010382398962974548, -0.012370564974844456, -0.02462824434041977, 0.02321569249033928, -0.05102350190281868, 0.011381108313798904, 0.014200280420482159, 0.002668761881068349, -0.015617234632372856, -0.03520410880446434, 0.020668596029281616, 0.003142276778817177, -0.023750614374876022, -0.027958018705248833, 0.010133764706552029, -0.0032378947362303734, -0.014620157890021801, 0.029777657240629196, 0.021531416103243828, -0.033334776759147644, -0.02753083035349846, -0.036391571164131165, 0.017636790871620178, 0.0006089337402954698, 0.014645869843661785, 0.01360394898802042, -0.04170743748545647, 0.030119867995381355, -0.027410242706537247, 0.02422005869448185, -0.09063123166561127, 0.020387647673487663, 0.012675127945840359, -0.009321572259068489, 0.001388842356391251, 0.848945140838623, -0.028123727068305016, 0.015643643215298653, 0.027049951255321503, -0.00046545604709535837, -0.0007813458214513958, 0.010202323086559772, 0.02634945511817932, 0.020052116364240646, 0.010321054607629776, -0.052583031356334686, 0.02040051855146885, 0.0221184603869915, 0.0193155650049448, 0.011909269727766514, 0.04408631846308708, 0.03371515870094299, 0.007652470842003822, 0.036781564354896545, -0.012529987841844559, 0.006445171311497688, 0.012118919752538204, 0.0028289572801440954, 0.013697097077965736, 0.019005605950951576, 0.0003642059746198356, -0.16499799489974976, 0.00281455903314054, -8.337981264422125e-33, 0.042260557413101196, -0.029370712116360664, -0.005396833177655935, 0.008273080922663212, -0.010748074389994144, -0.03567582368850708, 0.036755096167325974, 0.03529508784413338, 0.004829591140151024, -0.04427538067102432, -0.010155623778700829, -0.03162723034620285, -0.03130289912223816, 0.0009819413535296917, 0.03799904137849808, 0.010183421894907951, -0.00606980687007308, 0.04086724668741226, 0.002936779521405697, 0.019672386348247528, 0.042591631412506104, 0.01940576173365116, -0.008064694702625275, 0.02041759341955185, 0.015997974202036858, 0.05152887478470802, 0.0006758689414709806, -0.004866159986704588, -0.021696224808692932, -0.03183106333017349, 0.011004199273884296, 0.017193330451846123, -0.022502433508634567, -0.039848342537879944, 0.03247721120715141, -0.02417045831680298, -0.008350630290806293, 0.028531311079859734, 0.029007241129875183, -0.03614851087331772, -0.042124100029468536, -0.014335427433252335, -0.03674719110131264, -0.0022493477445095778, 0.005447443574666977, 0.000025190038286382332, 0.013507346622645855, 0.00909101590514183, 0.025025591254234314, -0.003455067053437233, -0.014500337652862072, 0.03349371999502182, 0.024966727942228317, 0.02528674714267254, 0.005197562742978334, 0.017085464671254158, 0.005095236469060183, 0.04313034191727638, -0.007157492451369762, 0.041801903396844864, 0.019889608025550842, 0.0020798020996153355, -0.039692312479019165, 0.03402920067310333, -0.0359681062400341, -0.02429903857409954, 0.03250008076429367, 0.0010151983005926013, 0.06180725619196892, -0.019059596583247185, -0.05263366550207138, -0.005492797587066889, -0.023982541635632515, -0.011194085702300072, -0.010235195979475975, -0.032526299357414246, 0.018357979133725166, 0.00011705027282005176, -0.026243222877383232, 0.03243063762784004, 0.014325637370347977, 0.03021770529448986, -0.03737570345401764, -0.05648363381624222, -0.001685944152995944, 0.011181785725057125, 0.02016177773475647, -0.028459401801228523, -0.012133599258959293, 0.023667845875024796, 0.01817019283771515, -0.02044670842587948, -0.007740247994661331, -0.005520885810256004, -0.03413155674934387, 8.623563208850584e-33, -0.0026409951969981194, -0.03743014484643936, -0.01716804690659046, 0.014498896896839142, 0.028430422767996788, -0.004874559119343758, 0.017770493403077126, -0.01667867973446846, -0.06260500103235245, 0.027742229402065277, -0.040249504148960114, -0.02202530950307846, -0.014349817298352718, -0.01677514612674713, 0.006614215672016144, -0.04835313558578491, -0.008014260791242123, 0.02222602628171444, 0.021743614226579666, 0.006849415134638548, 0.03613468259572983, 0.03532377630472183, 0.03426514193415642, -0.028559209778904915, 0.002599930390715599, 0.048573072999715805, -0.03271876648068428, 0.03243430331349373, -0.028684651479125023, 0.029165899381041527, 0.02621263824403286, 0.005261491984128952, -0.0066689904779195786, 0.00145248556509614, -0.01727023348212242, 0.010330015793442726, 0.007029362954199314, -0.028975054621696472, -0.024812327697873116, 0.010494011454284191, 0.02600366808474064, -0.026736261323094368, -0.013071899302303791, 0.017229417338967323, -0.0002761589421425015, 0.024771150201559067, -0.026206623762845993, -0.030749507248401642, -0.01619497872889042, -0.001170947216451168, 0.01336599513888359, -0.0022149644792079926, -0.0002689601096790284, 0.004976836033165455, -0.0026139223482459784, -0.02270682528614998, -0.019261512905359268, -0.022622477263212204, -0.01715409941971302, 0.034859925508499146, 0.005969633348286152, -0.002027265029028058, -0.021309971809387207, -0.006706842686980963, -0.004491109400987625, 0.023774368688464165, 0.024319428950548172, 0.026078389957547188, -0.008909887634217739, 0.019644983112812042, -0.04748889431357384, 0.022765448316931725, 0.010640797205269337, 0.04243183135986328, -0.043272677809000015, -0.00577166024595499, -0.03300628438591957, 0.01842372864484787, -0.018930919468402863, 0.005282718688249588, 0.011905440129339695, -0.014111530967056751, 0.0075132050551474094, 0.016090448945760727, 0.016813909634947777, 0.048454202711582184, 0.008014023303985596, 0.02178359404206276, -0.009625725448131561, -0.007860515266656876, 0.025679249316453934, -0.012284111231565475, 0.0024425871670246124, -0.017225023359060287, -0.0053403074853122234, -1.4003298076659121e-8, -0.037526559084653854, 0.00400683656334877, -0.006768272258341312, 0.018071388825774193, 0.031450603157281876, -0.0016421697800979018, -0.020323708653450012, 0.039086878299713135, -0.0013599685626104474, 0.025157470256090164, 0.06258364766836166, -0.07177749276161194, 0.013528620824217796, 0.008323383517563343, 0.03652408719062805, -0.07904394716024399, -0.004558002110570669, 0.022156942635774612, 0.013686448335647583, -0.0013352062087506056, 0.030483193695545197, 0.058622587472200394, -0.005746813956648111, 0.012634921818971634, 0.011459050700068474, -0.022608328610658646, -0.026936044916510582, -0.045725636184215546, -0.006960726343095303, 0.012754902243614197, 0.036520954221487045, -0.051093053072690964, -0.01849416084587574, 0.031773630529642105, -0.0038688969798386097, -0.04775220900774002, -0.004046513233333826, -0.007078197319060564, -0.0329580195248127, 0.006455561611801386, -0.02825956605374813, 0.011538988910615444, 0.007873225957155228, -0.007622169330716133, -0.015612278133630753, 0.0038474395405501127, -0.023619476705789566, -0.015218077227473259, 0.01886647194623947, -0.021782051771879196, 0.004817172884941101, -0.007160010281950235, 0.020890867337584496, 0.018112381920218468, -0.008809374645352364, -0.0033780457451939583, 0.008061636239290237, 0.005218409467488527, -0.06487692892551422, 0.02057219296693802, 0.017375919967889786, 0.038093555718660355, -0.025318840518593788, -0.02845301665365696 ]
talent-is-overrated-book-review
https://markhneedham.com/blog/2008/12/29/talent-is-overrated-book-review
false
2008-12-28 00:19:13
Internal/External Domain Models
[ "ddd", "domain-model", "soa" ]
[ "Domain Driven Design" ]
One of the underlying characteristic of most of the projects I have worked on is that we have defined our own domain model. On my current project due to the fact that most of the logic in the system is being handled through other services we decided to use http://hotmail.com/[WCF] messages as the domain model, meaning that our domain model is being defined externally by the team defining the message contracts. == Internal Domain Model This is the approach I have seen on my previous projects and if our system does have some level of business logic/behaviour in then it is the approach we want to take if we are following a domain driven approach. We can then make use of an http://moffdub.wordpress.com/2008/09/21/anatomy-of-an-anti-corruption-layer-part-1/[anti corruption] http://www.domaindrivendesign.org/practitioner_reports/peng_sam_2007_06.pdf[layer] to ensure that incoming data from other systems is converted into a format that had meaning in our domain before we made use of it. If we don't have sufficient behaviour then the anti corruption layer will start to become a burden for the benefit it provides and we might be better off not defining our own domain model. == External Domain Model The reason you might decide to take the approach we have chosen is if the domain in our system is the same as that defined elsewhere, in which case the mapping code would not be adding much value. The problem with this approach is that we don't have control over the messages and when changes are made to it our code breaks all over the place. I guess one way to try and overcome this problem would be to use http://iansrobinson.com/2008/03/22/consumer-driven-contracts-a-retrospective/[consumer driven contracts]. An additional problem is that it is quite difficult to change the domain when we learn new information since this would require changing the message definitions which are being done by another team. The domain model we have therefore seems less expressive than ones on other projects I've worked on and I don't think we achieve the http://domaindrivendesign.org/discussion/messageboardarchive/UbiquitousLanguage.html[ubiquitous language] as much although certainly the domain terms exist in the code. == Overall Both of these approaches have their merits and each may be appropriate given the right situation. From my experience the majority of the time we will want to build our own domain model of rich objects. I actually think coding is much more fun when you have your own domain model. I've started to come to the conclusion, while writing this, that if your domain is defined as message contracts then maybe it's not Domain Driven Design at all, perhaps it's more about SOA with a Ubiquitous language. It does feel to me like some of the aspects of DDD are present though, just not all of them.
null
null
[ 0.01323559321463108, -0.010656301863491535, -0.02142942324280739, 0.06014610454440117, 0.09548431634902954, -0.0017229131190106273, 0.03167807310819626, 0.0338616706430912, 0.0413980633020401, -0.017466755583882332, -0.01509305089712143, 0.028326580300927162, -0.06675303727388382, 0.027773065492510796, -0.025007518008351326, 0.07915107905864716, 0.04718371853232384, -0.008440174162387848, 0.04424247145652771, -0.001713111880235374, 0.018452713266015053, 0.06632466614246368, 0.008093462325632572, 0.04188942909240723, 0.049752745777368546, 0.037203624844551086, 0.013242165558040142, 0.008454982191324234, -0.05274178087711334, -0.010201794095337391, 0.05926740914583206, -0.02110433392226696, -0.00673638703301549, 0.01920509710907936, 0.015621877275407314, -0.0011053307680413127, -0.011876952834427357, -0.013350763358175755, -0.011166284792125225, 0.0005668826051987708, -0.0590396523475647, 0.062960684299469, -0.012300188653171062, 0.005768976639956236, -0.0590071864426136, -0.006230218801647425, -0.0565352700650692, -0.0024964134208858013, -0.005601175595074892, -0.010134218260645866, -0.07916898280382156, 0.017819594591856003, -0.029448984190821648, 0.012549684382975101, -0.017223045229911804, 0.052417632192373276, 0.017130529507994652, -0.08905164897441864, 0.0003654977190308273, -0.051495131105184555, -0.009139679372310638, -0.022586097940802574, 0.0025539682246744633, 0.010221309028565884, 0.017963869497179985, -0.02221357263624668, -0.004106846172362566, 0.034789811819791794, -0.050882261246442795, -0.003894383553415537, -0.007042441051453352, 0.010377710685133934, 0.005741875618696213, -0.010896208696067333, 0.00014470612222794443, -0.04347846657037735, -0.0025053848512470722, 0.05259353294968605, 0.014059903100132942, 0.03849824517965317, -0.04671158269047737, 0.02512465976178646, -0.013685219921171665, 0.004274136386811733, 0.0013230119366198778, -0.054495640099048615, 0.003714664839208126, -0.0094319898635149, -0.04605210945010185, 0.07528527081012726, 0.026047639548778534, -0.07357332110404968, 0.009722782298922539, 0.02229159325361252, 0.010234849527478218, 0.009681593626737595, 0.01107914000749588, 0.007351127453148365, -0.01423235610127449, -0.007305474020540714, -0.018191415816545486, -0.005808912217617035, -0.0022497111931443214, 0.007027850486338139, -0.059255193918943405, -0.02008400484919548, -0.02012113481760025, -0.03827681392431259, -0.0076990979723632336, -0.0010531008010730147, -0.03736164793372154, -0.004250108264386654, -0.029855450615286827, 0.005689140409231186, -0.055888328701257706, 0.0689648911356926, 0.00013921348727308214, -0.02861812151968479, 0.002298208652064204, 0.006879086140543222, 0.04436348006129265, -0.008342449553310871, -0.047148045152425766, 0.0654897466301918, 0.01005945261567831, 0.012831809930503368, -0.03030788153409958, 0.057446010410785675, -0.03193352743983269, -0.05967681109905243, 0.0023511406034231186, 0.04256196320056915, -0.02746880240738392, 0.012199735268950462, -0.00120019749738276, -0.026292618364095688, 0.010412408970296383, -0.011141863651573658, 0.026727724820375443, 0.021648580208420753, 0.012499634176492691, -0.041049856692552567, -0.00075669982470572, 0.013597539626061916, 0.0303127970546484, -0.0018213348230347037, -0.010049469769001007, -0.026631010696291924, -0.032234370708465576, -0.010184436105191708, -0.010674853809177876, 0.03150614723563194, 0.028804996982216835, -0.021248536184430122, 0.03321696072816849, 0.10716462880373001, 0.05795900523662567, 0.012781867757439613, -0.008945741690695286, 0.03489870950579643, 0.023581065237522125, 0.011101627722382545, 0.014404990710318089, 0.041892822831869125, 0.019743461161851883, -0.012278920970857143, -0.009204726666212082, 0.03636685758829117, 0.01997639797627926, -0.0024762810207903385, -0.07034628838300705, -0.07794991880655289, 0.053014129400253296, -0.05033018812537193, -0.014386043883860111, 0.04236849024891853, 0.08215730637311935, 0.04442957416176796, 0.03214174881577492, 0.00034567888360470533, -0.07748021930456161, 0.005000929348170757, -0.005142897367477417, 0.014785336330533028, 0.04556521773338318, -0.023642830550670624, 0.0445733442902565, 0.026502173393964767, -0.023497220128774643, 0.04961724579334259, -0.08318871259689331, -0.0913294106721878, 0.0004935638862662017, -0.026219258084893227, 0.03764783963561058, -0.017798101529479027, 0.011162077076733112, 0.08834996819496155, 0.011321204714477062, 0.05423087254166603, 0.04333684965968132, 0.025121968239545822, 0.01245073415338993, -0.04741103947162628, -0.027738643810153008, 0.045052669942379, 0.03490368276834488, 0.018572837114334106, -0.04726439341902733, 0.01434573344886303, -0.003790587419643998, -0.008488763123750687, 0.04730580747127533, -0.01778997853398323, 0.0334550216794014, -0.007089871913194656, 0.05113312602043152, -0.017611918970942497, 0.04303207993507385, -0.05777706578373909, 0.030000783503055573, 0.015980683267116547, -0.03439927101135254, 0.016489602625370026, -0.024713750928640366, 0.1142117902636528, 0.046526871621608734, -0.03566313907504082, -0.05173592269420624, 0.027191361412405968, 0.02184656821191311, -0.041823942214250565, 0.026586219668388367, -0.018814239650964737, 0.02154000662267208, 0.025071000680327415, -0.06061713397502899, -0.034136515110731125, 0.0032758500892668962, -0.023107673972845078, 0.006641004700213671, 0.06938443332910538, -0.03879321739077568, 0.05402246490120888, -0.014202737249433994, 0.005690290126949549, 0.00079576694406569, -0.024368492886424065, -0.06574586033821106, 0.03511781617999077, 0.011495774611830711, -0.010840361006557941, 0.058936771005392075, -0.03175316005945206, -0.016452914103865623, -0.03447876125574112, -0.028212161734700203, 0.016205299645662308, 0.02007046341896057, 0.05548163130879402, -0.039283424615859985, 0.03901328146457672, -0.02018808387219906, 0.025495674461126328, 0.009214919060468674, -0.025023730471730232, -0.011953193694353104, -0.004816689062863588, -0.020341282710433006, -0.01144169457256794, 0.018991412594914436, -0.010223312303423882, 0.020751962438225746, 0.009879333898425102, 0.0021049650385975838, -0.0010049368720501661, 0.024953916668891907, -0.005244956351816654, -0.029052428901195526, -0.02549152262508869, -0.02685188315808773, 0.04011225700378418, -0.047266826033592224, -0.028782913461327553, -0.008223219774663448, -0.07667069882154465, 0.04910549521446228, -0.10030177235603333, -0.06545698642730713, -0.003693270031362772, 0.0382913276553154, 0.023381786420941353, 0.012000623159110546, 0.022097114473581314, 0.07055675238370895, 0.010151410475373268, -0.012292447499930859, 0.002804262563586235, 0.00840702559798956, 0.03694687411189079, 0.0002929655893240124, 0.02162601798772812, 0.01944209448993206, -0.016288725659251213, -0.0033281927462667227, -0.06717339158058167, 0.04033922404050827, -0.008079498074948788, -0.2940943241119385, 0.01864621415734291, 0.02081265300512314, -0.05828787758946419, 0.032597616314888, -0.0282045416533947, 0.015993326902389526, -0.048617783933877945, -0.023866280913352966, 0.010550929233431816, -0.02060321718454361, -0.0641341358423233, 0.005040216259658337, 0.027507780119776726, -0.011042799800634384, 0.03494011238217354, 0.015385042876005173, -0.041433487087488174, 0.01455485075712204, 0.03196241706609726, -0.020008431747555733, -0.06586633622646332, 0.0125424200668931, 0.01663307473063469, 0.028535816818475723, 0.05776650831103325, -0.06857544183731079, 0.04747476056218147, -0.03496239334344864, 0.006967376451939344, 0.015339878387749195, 0.003019532188773155, -0.020838890224695206, -0.01148931309580803, -0.017845815047621727, -0.011660444550216198, 0.04514682665467262, 0.034738071262836456, -0.0012874181848019361, -0.0010207105660811067, -0.018850242719054222, -0.03564583510160446, 0.006969404872506857, -0.0004662107676267624, 0.05947494134306908, -0.0002423128898954019, -0.09749743342399597, -0.0011151895159855485, -0.030498238280415535, 0.0961536094546318, -0.03902987390756607, -0.02658783458173275, 0.00009547406079946086, 0.048448242247104645, -0.01195305585861206, -0.022853417322039604, 0.0221310593187809, -0.033533185720443726, -0.07027628272771835, -0.023094644770026207, -0.008855636231601238, -0.042764563113451004, -0.015225429087877274, -0.045053549110889435, 0.012023990042507648, -0.03762609511613846, -0.07410841435194016, -0.01814291812479496, 0.062199532985687256, 0.02065015770494938, -0.03542366996407509, 0.03407875448465347, -0.0007080006180331111, -0.11185552924871445, 0.010595574043691158, -0.04209065064787865, -0.010822015814483166, -0.006301123183220625, 0.024483902379870415, 0.0034051432739943266, -0.011588122695684433, -0.045961856842041016, -0.016904812306165695, 0.008927114307880402, 0.018058722838759422, -0.009395112283527851, 0.06189287081360817, -0.001956251449882984, -0.052284348756074905, 0.008355502970516682, 0.056250449270009995, -0.014425685629248619, -0.031419843435287476, -0.02057281695306301, 0.012843047268688679, 0.0023772241547703743, -0.015417967922985554, -0.013009135611355305, -0.004748044069856405, 0.008867432363331318, 0.003076703753322363, -0.05789044126868248, 0.029302889481186867, -0.0030564547050744295, 0.0011436091735959053, -0.0179553534835577, -0.03325042128562927, 0.01859917864203453, 0.023532656952738762, 0.012616358697414398, 0.0042035854421556, -0.02226106822490692, -0.00864951778203249, -0.05432530492544174, -0.06445097923278809, -0.010413896292448044, -0.013076981529593468, 0.03939768299460411, 0.014688990078866482, -0.03514570742845535, -0.02094949036836624, 0.012840905226767063, 0.026747744530439377, 0.009812404401600361, -0.07150731980800629, -0.01864462159574032, -0.020769450813531876, 0.002010377123951912, 0.01049383170902729, 0.004977733362466097, -0.011461624875664711, 0.014975842088460922, 0.031997453421354294, -0.04965423047542572, 0.028922267258167267, 0.0046971081756055355, -0.04647405818104744, -0.012206407263875008, -0.022782929241657257, -0.008313903585076332, -0.002818762557581067, 0.02723441831767559, 0.01396216545253992, 0.012439323589205742, 0.057982608675956726, 0.009083402343094349, 0.025849703699350357, 0.016972161829471588, 0.04548291116952896, 0.013951304368674755, 0.006140909157693386, -0.08204927295446396, -0.0038080511149019003, -0.041919201612472534, -0.021566051989793777, -0.02368626929819584, 0.04276420921087265, -0.025304554030299187, -0.03235606104135513, -0.014389590360224247, -0.0019259753171354532, -0.07365268468856812, -0.025434346869587898, -0.011246520094573498, 0.022889642044901848, 0.06737913936376572, -0.03793441131711006, 0.0067199403420090675, -0.010534134693443775, -0.00835625920444727, 0.014338887296617031, 0.02398109994828701, -0.02766893059015274, 0.010562472976744175, -0.0031895162537693977, -0.0007532917079515755, 0.004984778352081776, 0.005439667962491512, 0.0650767832994461, 0.038562893867492676, 0.008141132071614265, -0.027100972831249237, 0.015946507453918457, 0.006267273798584938, 0.060368381440639496, 0.020108425989747047, -0.009754286147654057, 0.015545114874839783, -0.023425394669175148, -0.013723230920732021, -0.023864448070526123, 0.009596784599125385, -0.010667438618838787, 0.01710238680243492, -0.016136860474944115, -0.06589756160974503, 0.06772471964359283, 0.020255837589502335, 0.023389799520373344, -0.006921117659658194, 0.008305683732032776, 0.008984219282865524, -0.023082759231328964, 0.049091000109910965, 0.04411492496728897, -0.05572297051548958, 0.014327523298561573, -0.005778379738330841, 0.025108417496085167, 0.027700642123818398, 0.0036483730655163527, -0.022350171580910683, -0.04972803592681885, -0.03622348979115486, 0.009813198819756508, -0.05823981761932373, -0.019287610426545143, -0.012228607200086117, 0.02894495241343975, 0.01669854298233986, -0.005718258209526539, -0.0194989126175642, -0.006760886404663324, 0.012538935989141464, -0.013856347650289536, 0.016068994998931885, -0.028839783743023872, 0.003160328371450305, 0.01121906004846096, -0.02504470758140087, -0.00757654570043087, -0.04044261947274208, 0.011142173781991005, 0.00952555239200592, -0.015981679782271385, -0.004058606922626495, -0.027728738263249397, 0.02091892994940281, 0.004947755951434374, 0.04808899387717247, -0.019625715911388397, -0.009942817501723766, -0.010131141170859337, 0.004667480476200581, -0.025798482820391655, 0.031606897711753845, -0.028570175170898438, -0.0020657924469560385, 0.0026758043095469475, 0.07278791069984436, -0.01857856474816799, 0.06303287297487259, 0.0022378070279955864, 0.009328056126832962, 0.06260350346565247, -0.06462841480970383, -0.02752583660185337, -0.038880281150341034, -0.05845487490296364, -0.00038559548556804657, 0.01611081138253212, -0.001455192919820547, -0.025401310995221138, 0.04296805337071419, 0.05300663039088249, 0.035381488502025604, 0.030318977311253548, 0.019513661041855812, 0.05732932686805725, -0.04323599860072136, -0.01206013560295105, -0.054673079401254654, 0.02265900932252407, 0.020966941490769386, 0.010104316286742687, -0.025782130658626556, -0.010178930126130581, -0.04322540760040283, 0.05300433561205864, -0.05250982940196991, -0.047630131244659424, 0.01958218216896057, 0.013153225183486938, -0.008300155401229858, -0.0011229118099436164, -0.06524314731359482, 0.020548349246382713, 0.04049917683005333, -0.04906729236245155, -0.03867015987634659, -0.024506177753210068, 0.03633154183626175, -0.007288680411875248, 0.019867662340402603, -0.060493357479572296, -0.01647663488984108, 0.05017358437180519, -0.003199797822162509, -0.002570257056504488, 0.05479490011930466, 0.005674796178936958, 0.044252943247556686, 0.014877787791192532, -0.02105463296175003, 0.0033375658094882965, 0.0023646994959563017, -0.03263617306947708, -0.0742856040596962, 0.05801932141184807, -0.007681865710765123, -0.015363512560725212, -0.04544471204280853, 0.058802150189876556, 0.03421057388186455, -0.01523054763674736, -0.04846534505486488, 0.03200198709964752, -0.031428415328264236, -0.02046789415180683, -0.0018315738998353481, -0.008737294003367424, -0.03770175576210022, 0.06327207386493683, -0.008549731224775314, 0.004545470699667931, 0.07796908169984818, -0.002356921089813113, -0.014276012778282166, 0.004042015410959721, 0.07451341301202774, 0.05992090702056885, 0.048682261258363724, 0.012008564546704292, 0.0671844482421875, -0.01794332079589367, -0.02610764652490616, -0.0009941647294908762, -0.0005494314827956259, -0.0258644912391901, -0.002414872171357274, 0.021733026951551437, 0.053323738276958466, -0.026367299258708954, 0.05599720776081085, -0.023337429389357567, -0.0037730226758867502, 0.014108000323176384, 0.014040512032806873, 0.03632950037717819, 0.058665353804826736, 0.029360275715589523, 0.019560718908905983, -0.0025660512037575245, -0.010181753896176815, 0.01284839492291212, -0.02199552208185196, -0.04139624908566475, 0.024306563660502434, -0.006945790257304907, -0.008710574358701706, 0.004945009481161833, 0.02429141476750374, 0.10943061858415604, -0.02496447041630745, 0.00793089997023344, -0.016478383913636208, 0.01323704607784748, -0.0024779457598924637, 0.02133656106889248, -0.014367986470460892, -0.03430544212460518, -0.026942061260342598, -0.029089786112308502, -0.04121096059679985, -0.017719129100441933, -0.03223107382655144, 0.052277788519859314, -0.024026043713092804, -0.008810942992568016, 0.015405399724841118, 0.0038712569512426853, -0.04271978884935379, -0.04789265617728233, -0.05831250920891762, -0.01817210763692856, -0.047364428639411926, -0.02233980782330036, 0.038447316735982895, -0.004260260611772537, -0.03062819503247738, -0.011049340479075909, -0.015732191503047943, -0.059222836047410965, 0.05727442726492882, -0.04337073490023613, -0.016851019114255905, 0.01690221205353737, 0.015103519894182682, 0.03490003943443298, 0.021490678191184998, 0.058691736310720444, -0.004653902258723974, 0.00843829195946455, -0.04535464942455292, 0.015167726203799248, 0.017645621672272682, 0.019008208066225052, 0.038140714168548584, -0.0742238387465477, 0.0008061809348873794, 0.038813069462776184, -0.01502644456923008, -0.07458744198083878, 0.02550925314426422, 0.02469518594443798, -0.0105963796377182, 0.05107622966170311, -0.025189939886331558, -0.008644881658256054, -0.00924088153988123, -0.010268648155033588, -0.010199157521128654, 0.026753582060337067, 0.05171605199575424, -0.011925354599952698, 0.07325555384159088, 0.07851368933916092, -0.0327807292342186, -0.039598505944013596, -0.009339060634374619, -0.0076135024428367615, -0.003911770414561033, -0.03238927945494652, -0.018793972209095955, -0.013579010963439941, -0.05826013907790184, -0.026898661628365517, 0.015700405463576317, -0.02369099296629429, -0.023682808503508568, 0.017519494518637657, 0.03474041819572449, -0.07150448858737946, 0.010560816153883934, -0.05630389228463173, 0.01237084437161684, -0.0020332015119493008, -0.01624942012131214, -0.0054272920824587345, 0.02008274756371975, 0.007044179365038872, 0.0028224566485732794, 0.020884260535240173, -0.05887804552912712, 0.019446805119514465, -0.002837135922163725, 0.04257119819521904, 0.030595891177654266, 0.015948517248034477, 0.03207894414663315 ]
[ -0.05613485723733902, -0.003129222197458148, -0.0302780382335186, -0.04994899407029152, 0.06435151398181915, -0.05856341868638992, -0.02129235304892063, 0.02488020621240139, -0.007695809938013554, -0.034802742302417755, -0.004254821687936783, -0.019317200407385826, -0.02146313339471817, -0.021535148844122887, 0.07779817283153534, 0.015242324210703373, -0.015330128371715546, -0.07013650238513947, 0.03217266872525215, 0.05245671421289444, 0.02561560645699501, -0.029603714123368263, -0.06314971297979355, -0.004704690538346767, 0.006197171751409769, 0.022075556218624115, 0.03852246701717377, 0.0007193204946815968, -0.011850630864501, -0.18994174897670746, 0.007172856479883194, -0.004528476856648922, 0.008393228985369205, 0.0018311776220798492, 0.027453189715743065, 0.013419585302472115, -0.010391262359917164, -0.012064237147569656, -0.004613904748111963, 0.05025894567370415, 0.012541722506284714, 0.011053008027374744, 0.0031444430351257324, -0.0047608232125639915, 0.02775069698691368, -0.0451933927834034, -0.0018897030968219042, -0.003282272955402732, -0.047707851976156235, -0.010847676545381546, -0.013721889816224575, -0.012976959347724915, -0.02818964794278145, 0.013048507273197174, -0.019479073584079742, 0.032769422978162766, 0.039762720465660095, 0.07617858052253723, 0.004488048143684864, 0.012010300531983376, 0.013910685665905476, 0.006772216409444809, -0.1584375649690628, 0.10779687017202377, 0.022141670808196068, 0.09139557182788849, -0.026354730129241943, -0.022512907162308693, -0.03715194761753082, 0.09537956863641739, 0.005326000042259693, -0.012712487019598484, -0.054312851279973984, 0.03990831598639488, 0.02312612719833851, 0.006092786323279142, -0.00505179725587368, 0.04482481628656387, 0.04019375145435333, -0.02649209089577198, -0.03294708952307701, 0.01342506892979145, -0.03842246159911156, -0.015414674766361713, -0.04962257668375969, 0.00792015716433525, -0.005611881613731384, 0.032008759677410126, 0.03890129178762436, 0.022179411724209785, 0.0028009868692606688, -0.02942707948386669, 0.035872720181941986, -0.014054595492780209, -0.08527552336454391, -0.01866832561790943, -0.027099734172225, 0.005762742832303047, -0.056544333696365356, 0.4337393045425415, -0.0005931368214078248, -0.04740121588110924, 0.050480205565690994, -0.006365007255226374, 0.0032941224053502083, 0.027581891044974327, -0.021509310230612755, -0.02449902519583702, 0.034033942967653275, -0.006510818377137184, -0.019572889432311058, 0.014978572726249695, 0.016960222274065018, -0.033126454800367355, 0.011480284854769707, -0.013149495236575603, -0.005643208511173725, 0.015287605114281178, -0.016132701188325882, -0.022720955312252045, -0.03365138918161392, 0.02301490120589733, 0.04210143908858299, 0.020018665120005608, -0.010430542752146721, 0.002138142241165042, 0.05402044206857681, 0.06307544559240341, 0.052086617797613144, 0.02107933536171913, 0.021272895857691765, -0.04932212829589844, -0.06733675301074982, -0.007262085098773241, 0.001364614348858595, 0.01656668446958065, -0.00020490716269705445, 0.010418049059808254, -0.019282404333353043, 0.06661748886108398, 0.0057115377858281136, -0.01584639586508274, -0.0015607078094035387, -0.008174598217010498, -0.05119911581277847, 0.1002037301659584, 0.03265783563256264, -0.04160615801811218, -0.03544781357049942, -0.0023768830578774214, 0.01667730323970318, 0.08063527196645737, 0.007721537724137306, -0.06204792857170105, -0.0015774714993312955, 0.021975500509142876, 0.07229865342378616, -0.009153656661510468, -0.04583929851651192, -0.0395096093416214, 0.021830175071954727, -0.012907031923532486, -0.03243948891758919, 0.08585207909345627, 0.026722146198153496, -0.11748111248016357, -0.02433841861784458, 0.0028388365171849728, 0.015795016661286354, -0.09426029026508331, -0.03066154383122921, 0.012344841845333576, -0.003567600157111883, -0.00875659566372633, 0.02022121474146843, -0.0455811507999897, -0.03394059091806412, 0.018969561904668808, 0.03552732616662979, 0.026202259585261345, 0.0033206604421138763, 0.002161654643714428, -0.03188503161072731, 0.010010388679802418, -0.030496686697006226, -0.09733718633651733, -0.05536465346813202, 0.0034712543711066246, -0.03701873496174812, -0.021078651770949364, -0.04913090541958809, 0.002213659230619669, -0.09873269498348236, 0.10424425452947617, -0.01934880018234253, -0.01794990710914135, 0.004808369092643261, 0.013667277991771698, -0.0008167516207322478, -0.006281735375523567, -0.020682144910097122, 0.06784180551767349, -0.03579995036125183, -0.00998555775731802, -0.0885629802942276, 0.04053526371717453, 0.06926887482404709, -0.030739592388272285, 0.02612701617181301, 0.014091943390667439, -0.024357415735721588, 0.0076761082746088505, 0.01490934006869793, 0.014126808382570744, 0.01801099255681038, 0.007524934597313404, 0.02882375754415989, 0.047231245785951614, -0.00867529772222042, 0.027934720739722252, -0.024254899471998215, 0.027567001059651375, 0.010610941797494888, -0.3627742826938629, -0.05371128395199776, -0.0377611368894577, -0.005494694225490093, 0.0028634420596063137, -0.06731688976287842, 0.026151582598686218, 0.007802415639162064, -0.011594072915613651, 0.032530806958675385, 0.09695480763912201, -0.011861579492688179, -0.014162855222821236, -0.06583531945943832, -0.00014375023602042347, 0.017839400097727776, -0.0289333313703537, -0.046713560819625854, -0.06342461705207825, 0.01516218576580286, -0.02308928221464157, -0.02061392366886139, 0.018737290054559708, -0.06846344470977783, 0.013788165524601936, 0.003570172470062971, 0.08193892240524292, -0.02818255126476288, 0.08451621234416962, -0.028948578983545303, 0.05643848329782486, -0.02035791240632534, 0.049008674919605255, -0.11162637174129486, -0.014435037039220333, -0.03359619528055191, 0.013430086895823479, 0.013876613229513168, 0.007720911875367165, -0.006821668241173029, -0.05534251034259796, 0.006534266751259565, -0.042289458215236664, -0.041613463312387466, -0.02331550233066082, 0.038275111466646194, -0.025012368336319923, -0.01712888479232788, -0.04068648815155029, 0.08653748780488968, 0.00649374071508646, 0.017380710691213608, 0.016584409400820732, 0.06256880611181259, -0.01738520711660385, -0.03914402797818184, -0.0690532848238945, -0.012296698987483978, 0.0010057957842946053, -0.0029021063819527626, 0.024072295054793358, 0.050213366746902466, 0.03403288498520851, -0.0578317791223526, 0.013303820043802261, -0.019424153491854668, -0.010586150921881199, 0.0007716185646131635, 0.07910948991775513, -0.03785622864961624, -0.022633157670497894, 0.10987108945846558, 0.007504490669816732, -0.020438136532902718, 0.028004871681332588, 0.027795255184173584, -0.055405594408512115, 0.026193005964159966, -0.013722443953156471, 0.0015436018584296107, 0.0397673100233078, -0.02652369625866413, 0.06785180419683456, -0.024624107405543327, 0.017510009929537773, 0.047820545732975006, -0.009792778640985489, -0.030810212716460228, 0.014414275996387005, 0.01646493375301361, -0.03657691180706024, -0.005887030623853207, -0.01715191639959812, -0.0637466087937355, 0.06711998581886292, -0.014085386879742146, -0.2334192544221878, 0.0034760013222694397, 0.05930040776729584, 0.09434037655591965, -0.007070574909448624, 0.01890900358557701, 0.04385053366422653, -0.021177494898438454, -0.000934672134462744, 0.02050394006073475, 0.0108217503875494, 0.03120948188006878, 0.0070079476572573185, 0.01021032128483057, 0.0452500656247139, -0.021971428766846657, 0.04154152050614357, 0.019007565453648567, -0.0008967486792244017, -0.019758831709623337, 0.0052834744565188885, -0.026999205350875854, 0.1702897995710373, 0.013500404544174671, 0.025130830705165863, 0.01370244286954403, 0.006820604205131531, 0.027174249291419983, 0.04861527308821678, 0.029802896082401276, 0.010736305266618729, -0.00830267183482647, 0.05511820316314697, 0.00658965390175581, 0.0370483435690403, -0.0699194148182869, -0.002718793461099267, 0.011338107287883759, 0.03143162280321121, -0.015049312263727188, 0.0063691819086670876, 0.0152366254478693, -0.025067023932933807, 0.036131054162979126, 0.03757660835981369, 0.025177359580993652, 0.009082012809813023, -0.02146187238395214, -0.02347048744559288, 0.0006875701365061104, -0.03237507864832878, -0.06373949348926544, -0.0008309354307129979, 0.016721535474061966, -0.002625594614073634, 0.056746117770671844, 0.02369839698076248, -0.045147448778152466, -0.022637218236923218, 0.0171341672539711, -0.0013986375415697694, -0.01074666902422905, 0.08764886856079102, 0.011686520650982857, 0.020120996981859207 ]
[ -0.009706788696348667, -0.016527390107512474, 0.026835355907678604, -0.0014907328877598047, -0.006978888995945454, -0.03454228863120079, -0.006289719138294458, 0.015017352066934109, 0.026278918609023094, 0.00784988608211279, -0.010567046701908112, 0.013789130374789238, 0.02176830731332302, -0.012872274033725262, 0.041274044662714005, -0.007681701797991991, 0.05312230437994003, -0.022373083978891373, 0.031466323882341385, 0.005188084673136473, -0.0023280640598386526, 0.041406191885471344, -0.01941985823214054, -0.04333285987377167, -0.03156406804919243, 0.01769602857530117, -0.02216966077685356, -0.012234428897500038, 0.01733347959816456, -0.13127894699573517, -0.02443721517920494, -0.014429238624870777, 0.0003266512940172106, 0.016744257882237434, 0.022484630346298218, 0.00039643156924284995, 0.0012691592564806342, 0.0343414768576622, -0.00010333267709938809, -0.007345089688897133, -0.0047880373895168304, -0.04705256596207619, 0.03444787859916687, 0.004069553222507238, 0.00517051899805665, -0.00041812690324150026, -0.009037429466843605, 0.0028278527315706015, 0.004882197827100754, -0.016169928014278412, -0.0031612752936780453, 0.000046711797040188685, -0.002409793669357896, 0.032676730304956436, 0.0017657952848821878, -0.02509239874780178, -0.011460503563284874, 0.03571058064699173, -0.023095088079571724, -0.03177611902356148, -0.020188944414258003, 0.02069515362381935, -0.025443965569138527, -0.038030955940485, -0.0032625063322484493, -0.012380477041006088, -0.019534094259142876, 0.023220840841531754, -0.017947522923350334, 0.016015121713280678, -0.022153059020638466, 0.007551295217126608, -0.022791663184762, -0.04366889223456383, 0.023305142298340797, 0.042035993188619614, 0.021375827491283417, -0.004013481549918652, 0.0022132417652755976, -0.05196768790483475, -0.026027124375104904, 0.03271735459566116, 0.007654295302927494, 0.00954880379140377, 0.0014368427218869328, -0.019400635734200478, -0.015799375250935555, -0.02837124466896057, 0.014449183829128742, -0.008101362735033035, -0.03440617769956589, 0.002796085085719824, -0.007321059238165617, 0.040504466742277145, -0.08662306517362595, -0.008916043676435947, -0.008831840008497238, -0.010271945968270302, -0.022379396483302116, 0.8522666692733765, 0.021791651844978333, 0.013865177519619465, 0.011805676855146885, 0.0017908131703734398, -0.007566878106445074, -0.022380128502845764, -0.016392191872000694, 0.04030167683959007, 0.005659933667629957, -0.03543264418840408, 0.0017456486821174622, 0.03506402671337128, 0.016366511583328247, 0.012524250894784927, 0.050449568778276443, -0.05258074402809143, -0.017619755119085312, -0.006908331997692585, -0.0004755263216793537, -0.024136394262313843, 0.00038341624895110726, -0.019357336685061455, -0.011167368851602077, -0.04175243526697159, 0.008747266605496407, -0.18854942917823792, 0.05681086331605911, -8.390002032233796e-33, 0.0020545904990285635, 0.049500178545713425, 0.0022240241523832083, 0.034592997282743454, 0.027944212779402733, -0.015876851975917816, 0.010785010643303394, 0.006064495071768761, 0.013826984912157059, -0.01641158200800419, -0.009042087011039257, -0.014090907759964466, 0.01208439003676176, -0.017547335475683212, 0.03639352694153786, -0.01142992451786995, -0.009753238409757614, 0.017535999417304993, 0.015394547022879124, 0.016414951533079147, 0.02327554114162922, 0.03129767253994942, 0.03906999155879021, -0.02553851157426834, 0.025611113756895065, 0.02079823799431324, 0.01283183041960001, 0.01486366055905819, -0.0014071010518819094, -0.03567094728350639, 0.00442606071010232, 0.03868025168776512, 0.03740987926721573, 0.03332321718335152, 0.007321556564420462, -0.031135067343711853, -0.018708063289523125, -0.004385496024042368, -0.015995044261217117, -0.032778143882751465, -0.0376041978597641, -0.022657496854662895, -0.018733013421297073, 0.024535002186894417, -0.022261561825871468, 0.017568835988640785, 0.0005656238063238561, 0.0026778581086546183, 0.007144681178033352, -0.043532829731702805, 0.04138284549117088, -0.013041968457400799, -0.00045667734229937196, 0.01285627856850624, -0.030254768207669258, 0.016052549704909325, -0.0028038909658789635, -0.01804462820291519, 0.00970029179006815, 0.017861276865005493, -0.01323228981345892, -0.019655385985970497, -0.01501227542757988, 0.005885297432541847, -0.01224473211914301, -0.020310362800955772, 0.020374493673443794, -0.029364435002207756, 0.0028271449264138937, -0.03469644859433174, -0.03366784006357193, -0.0011015686905011535, -0.02240988425910473, 0.03201684728264809, 0.00821682158857584, -0.01783396303653717, 0.013941574841737747, 0.015258853323757648, 0.016927648335695267, 0.031164906919002533, 0.0031807494815438986, -0.007051825523376465, 0.008296316489577293, -0.0174450371414423, -0.0012680417858064175, -0.004079458769410849, 0.014854841865599155, 0.0036186017096042633, 0.021395187824964523, 0.02414693683385849, -0.002129404805600643, 0.01327031385153532, 0.02542894147336483, 0.004204858560115099, 0.006115412805229425, 7.975875372439104e-33, -0.0027293378952890635, -0.02955879457294941, -0.028517723083496094, 0.005869088228791952, -0.009533525444567204, 0.0007452350109815598, 0.0048824758268892765, 0.04282889515161514, -0.039741937071084976, 0.0030747787095606327, -0.027631735429167747, -0.006708193104714155, -0.0023485147394239902, 0.03358957916498184, 0.02554403245449066, -0.039853911846876144, 0.010041004978120327, -0.04670684412121773, 0.0036531188525259495, 0.0170862078666687, 0.05483674630522728, -0.006140665616840124, -0.014794099144637585, 0.03244860842823982, -0.022120464593172073, 0.0747784674167633, -0.032275158911943436, 0.042608458548784256, -0.009210383519530296, -0.028867071494460106, 0.003447056980803609, -0.000814901024568826, 0.03315499797463417, -0.025415442883968353, -0.016545360907912254, -0.0009946958161890507, 0.02248474210500717, -0.026514921337366104, 0.0045956154353916645, -0.02144261635839939, 0.01853940263390541, 0.0024500894360244274, -0.04520634561777115, 0.020473264157772064, 0.022047556936740875, -0.004067192319780588, -0.0100825484842062, -0.0376298688352108, 0.008987202309072018, 0.03518702834844589, 0.007301918230950832, -0.030180674046278, 0.046758681535720825, 0.015246250666677952, -0.020315252244472504, 0.007429805118590593, -0.02680806815624237, -0.009323452599346638, 0.02989554964005947, 0.024953113868832588, -0.03112584725022316, 0.015162220224738121, -0.013846942223608494, 0.016019199043512344, -0.025155721232295036, 0.017637303099036217, -0.006866648327559233, 0.0024990944657474756, 0.032216306775808334, -0.04393084719777107, -0.014093868434429169, -0.018237709999084473, -0.04055710881948471, 0.003746092552319169, 0.057144686579704285, -0.019185027107596397, -0.020373472943902016, 0.0042220051400363445, -0.008962106890976429, 0.022238869220018387, 0.0004731468507088721, -0.015107917599380016, 0.01752326264977455, 0.024123964831233025, -0.0024017859250307083, -0.01094856671988964, -0.003314064349979162, 0.013042813166975975, -0.023162707686424255, -0.018680911511182785, -0.03489147871732712, 0.0027106550987809896, 0.017667237669229507, 0.006920973304659128, 0.014201538637280464, -1.3752141647671579e-8, -0.04185901954770088, 0.024379117414355278, 0.004817105829715729, -0.00715215690433979, -0.01061413437128067, -0.019764209166169167, -0.00043081771582365036, -0.012860869988799095, 0.013567744754254818, 0.011131961829960346, 0.0016894107684493065, -0.002174556953832507, -0.02035275287926197, -0.016199560835957527, -0.005904609337449074, -0.02463185042142868, -0.017665155231952667, -0.0046709817834198475, 0.026624038815498352, 0.027298815548419952, 0.05461052060127258, 0.06715548038482666, 0.010556616820394993, -0.0160453412681818, 0.057458870112895966, -0.003808454843237996, 0.02426828257739544, -0.07940557599067688, -0.019127657637000084, 0.025191999971866608, -0.009658614173531532, -0.038822587579488754, -0.016359811648726463, 0.021024810150265694, -0.03201217204332352, -0.0339060015976429, 0.021084100008010864, -0.03939983621239662, 0.030841300264000893, -0.020906448364257812, 0.0272138062864542, 0.041664302349090576, -0.013876207172870636, -0.03244790807366371, 0.0030194567516446114, -0.008921113796532154, -0.022113852202892303, -0.005076813977211714, 0.011486286297440529, -0.034470267593860626, -0.02380964532494545, 0.032196927815675735, -0.01939614862203598, -0.0004668920300900936, 0.0014424169203266501, -0.04463421180844307, 0.013218428008258343, -0.011339472606778145, -0.00762590579688549, 0.003129158169031143, 0.0014546688180416822, 0.02895820327103138, -0.024646461009979248, -0.031290970742702484 ]
internalexternal-domain-models
https://markhneedham.com/blog/2008/12/28/internalexternal-domain-models
false
2008-12-17 22:09:08
Pair Programming: What works for me
[ "pair-programming" ]
[ "Pair Programming" ]
My colleague Chris Johnston recently posted about http://www.fuzzylizard.com/archives/2008/12/08/989/[his experiences with pair programming], eventually ending up asking for other people's experiences in doing so. http://blog.brianguthrie.com/articles/2008/12/13/the-way-i-pair[Several] http://www.thekua.com/atwork/2008/12/how-i-like-to-pair/[of] http://dahliabock.wordpress.com/2008/12/09/be-a-good-pair/[my colleagues] have replied citing some of their best practices and I have previously posted about http://www.markhneedham.com/blog/2008/10/17/pair-programming-pair-flow/[what I think makes pair programming more effective] so for this post I thought I'd try and also identify the approaches that make pair programming work for me. == Keep it productive This is the area which has been written about the most, perhaps because it's the most visible to others. Knowing your IDE and its' shortcuts, taking lots of small steps, using TDD, ensuring that both people get keyboard time, keeping a list of tiny tasks, and so on are all ways that we can work more effectively as a pair. In addition, it's also important not to spend your time arguing because your pair doesn't do exactly what you want them to do. Cam Swords nails this in his comment on http://www.dahliabock.com/blog/2008/12/09/be-a-good-pair/[Dahlia's blog] ____ - let your pair do what they want the most senior consultants/developers dont always get what they want. If you go into pairing expecting this, you wont enjoy the experience. This is valid even if the issue is something that you think is really important. For example if you love tests, but your pair doesnt want to write them. Why not try not writing tests? They will soon want to write tests when everything starts breaking and they will respect you more for allowing them to learn the mistake themselves. ____ One idea I learnt from reading http://www.stevepavlina.com/blog/[Steve Pavlina's blog], also touched on http://www.workhappynow.com/2008/06/be-the-change-you-wish-to-see-in-others/[here], was that whatever we want to happen, we should do more of ourself and it will naturally happen. Therefore if we feel our pair is not listening to our ideas we should spend even more time ensuring that we are actually listening to them - I don't always follow this advice myself but when I do it does seem to work. Stepping one level up, it's also useful to ensure we *rotate pairs frequently* to ensure that a pair doesn't become stale or get sick of the sight of each other! I don't have the data to back this up but I think at most we should be looking to rotate at least every few days if not more frequently. == Keep it fun I know the majority of the time we are pair programming in a work situation and although maybe we take a slight short term productivity hit by having this element of fun, I think working in *this type of environment is more conducive to success* in the longer run. If I enjoy the work I do I'm likely to be more passionate about it, learn more about it and therefore become better at doing it. Some examples of ways to create a fun atmosphere when pairing could mean joking about stupid variable names that you have come up with or having a side conversation that you pick up when there is a lull in proceedings - when the build is running for example. Having a fairly laid back approach and not taking the whole thing too seriously is a useful approach to take. Being able to joke about the bad code that you've written and then working out ways to improve it with your pair can be a fun learning experience when done in a laid back way with a pair that you trust. Clearly there is a bit of a balance to strike here so that we do actually do some work - although it is sometimes fun to include other pairs in our banter, doing so all the time doesn't work so well from my experience and ruins their train of thought. == Keep learning Although a lot of the value in pairing comes from the fact that we are spreading knowledge around the team and having two eyes looking at a problem tends to result in better quality solution achieved more quickly, I think teaching our pair new things is also very important. One of my favourite phrases that I have heard with regards to judging the success of a Project Manager is to look at each of the members of their team and see if they are better for having done the project than they were before. If they are then the Project Manager has succeeded from a people point of view. Maybe we can apply the same logic when pairing - in every pair programming session *always look to teach your pair something that they don't know*. It doesn't even have to be something completely related to the story being worked on although it's even more effective if that's the case. It could be as simple as pointing out some books or blogs you have read recently around an area of technology which you know is of interest to the other person. Sharing domain knowledge in areas which are maybe not immediately applicable is another way that we can help share knowledge with our pairs. == Never Settle I'm sure there are other subtle gains we get out of pairing that I haven't thought of, but I think it's important that we *constantly look for ways to improve* the way we pair. For example, I recently came across the idea of http://www.exampler.com/blog/2008/12/10/screen-pairing/[screen pairing] from Brian Marick's blog - an idea that he learnt when pairing with Corey Haines on Corey's http://programmingtour.blogspot.com/[pair programming tour] across the US. The idea is that both pairs sit at a machine opposite each other but both see the same screen by using iChat. The thinking behind this approach is that you can more easily see your pair's body language and that it is generally more comfortable than having both people sitting side by side. Certainly an idea to try out in a Coding Dojo type situation. I'm sure we haven't yet learnt all the tricks of mastering this skill so keeping an open mind is probably the most approach at this stage. == Overall I still have a lot to learn about pair programming and these are just some of my observations so far. Coming from someone who is very much pro pair programming, we want to try and reach the stage where we can prove that there is more value to the business from having our developers pair than by having them working individually. We can only do this by continually evaluating what we are doing and looking for ways to improve it.
null
null
[ 0.02169637568295002, 0.0210005734115839, 0.0005223805201239884, 0.03994516655802727, 0.0808422863483429, 0.03914233297109604, 0.0455295592546463, 0.04075603932142258, 0.021480783820152283, -0.04072016850113869, -0.015827348455786705, 0.008127163164317608, -0.0449647530913353, -0.008992631919682026, -0.056292954832315445, 0.0667935162782669, 0.06556308269500732, -0.007968900725245476, 0.02017918974161148, 0.006777029484510422, 0.05230994150042534, 0.07375482469797134, 0.021348435431718826, 0.032393086701631546, 0.04272780194878578, 0.013063720427453518, 0.005339421797543764, -0.0009548281086608768, -0.04670196771621704, -0.02206897921860218, 0.047286052256822586, -0.004790184088051319, 0.018193166702985764, -0.015886276960372925, 0.012622215785086155, 0.001343904878012836, -0.011822772212326527, 0.023146316409111023, 0.020673023536801338, 0.01689797267317772, -0.06526850163936615, 0.04690834879875183, -0.011865213513374329, 0.00794813223183155, -0.04058819264173508, 0.018086567521095276, -0.03627519682049751, 0.013796543702483177, 0.008196218870580196, 0.008331947028636932, -0.07277090102434158, 0.04532792791724205, 0.006863537710160017, -0.000636016484349966, -0.011539214290678501, 0.04576627537608147, 0.03301847353577614, -0.07120762020349503, 0.0149913989007473, -0.03200940787792206, -0.012509919703006744, -0.008397378027439117, 0.012497903779149055, 0.03974404186010361, 0.03171859309077263, -0.03713057190179825, 0.008756115101277828, 0.02894759550690651, -0.04960203170776367, 0.010541998781263828, -0.01027771644294262, 0.011042885482311249, -0.015770206227898598, -0.040333282202482224, 0.024726267904043198, -0.04164190962910652, -0.005618630442768335, 0.05120936036109924, 0.047867804765701294, 0.03577106073498726, -0.009001313708722591, 0.024047913029789925, -0.008738165721297264, 0.030501803383231163, -0.023218782618641853, -0.03268803283572197, -0.0007737250998616219, -0.03901977464556694, -0.06878117471933365, 0.04632578045129776, -0.0025757914409041405, -0.05843823775649071, 0.02148458920419216, 0.03485402464866638, -0.016136936843395233, 0.022274821996688843, 0.03120442107319832, 0.006424535997211933, -0.006287690717726946, 0.0003665127733256668, -0.019385462626814842, -0.024824107065796852, -0.0033804220147430897, 0.015081929974257946, -0.08052381873130798, -0.005305380094796419, -0.023707477375864983, -0.017915846779942513, 0.013291563838720322, 0.018565963953733444, -0.0282506812363863, 0.02030804194509983, -0.00022476186859421432, 0.007691753096878529, -0.07797098904848099, 0.0752270445227623, 0.004333910066634417, -0.03702414780855179, -0.031677938997745514, 0.009790877811610699, 0.024633314460515976, 0.032191600650548935, 0.004026269540190697, 0.08467794954776764, 0.023925330489873886, 0.021631067618727684, -0.03083440102636814, 0.05303051695227623, -0.02403445914387703, -0.0577613040804863, -0.009240422397851944, 0.04991431161761284, -0.021188100799918175, 0.0014923893613740802, 0.010992367751896381, -0.016089890152215958, 0.001953897764906287, 0.021970201283693314, 0.015437291003763676, 0.07101209461688995, -0.012758676894009113, -0.031377170234918594, 0.034537918865680695, 0.011844884604215622, 0.011956451460719109, 0.0042663454078137875, -0.005184539128094912, -0.001231165137141943, -0.04650239273905754, 0.004219552036374807, -0.0009584734216332436, 0.02094290405511856, 0.008690198883414268, -0.041103851050138474, 0.02358434721827507, 0.07819855958223343, 0.030657745897769928, 0.023365985602140427, -0.016369320452213287, 0.04176917299628258, 0.019220104441046715, 0.025699874386191368, -0.0045478749088943005, 0.03243653103709221, 0.012706316076219082, 0.003931553568691015, -0.002197190187871456, 0.0351620614528656, 0.0008785095997154713, 0.034666452556848526, -0.059449829161167145, -0.023176847025752068, 0.048261139541864395, -0.057623010128736496, -0.04638689383864403, 0.05212576314806938, 0.07985804229974747, 0.0054875570349395275, 0.035006389021873474, 0.012821154668927193, -0.0862014889717102, 0.024030795320868492, 0.0196696650236845, 0.04015088081359863, 0.01386895589530468, -0.006515192799270153, 0.05049625411629677, 0.034818168729543686, -0.02060598134994507, 0.04031940922141075, -0.06603322923183441, -0.09261356294155121, -0.012968753464519978, -0.027646062895655632, 0.045959506183862686, -0.04976100102066994, 0.004706955514848232, 0.05641608312726021, 0.007125135976821184, 0.03934729844331741, 0.021627364680171013, 0.0015231420984491706, -0.0028309046756476164, -0.03313666209578514, -0.049099504947662354, 0.06978099048137665, 0.0417754165828228, -0.01873718947172165, -0.06103968247771263, 0.013257937505841255, -0.00303113111294806, -0.025433897972106934, 0.03795771673321724, -0.03348805755376816, 0.041335344314575195, 0.019122445955872536, 0.04510660842061043, -0.02105952426791191, 0.05120813101530075, -0.045834723860025406, -0.01132606528699398, 0.005953582469373941, -0.02191309444606304, 0.03226093947887421, 0.014736268669366837, 0.11282342672348022, 0.06063542887568474, -0.06416579335927963, -0.023451969027519226, 0.022793473675847054, 0.018274502828717232, -0.04731551185250282, -0.0038253101520240307, -0.007347899489104748, 0.003105227602645755, 0.012222534976899624, -0.06887265294790268, -0.0452025830745697, 0.021311001852154732, -0.04509417712688446, 0.0016175932250916958, 0.0771147757768631, -0.028111591935157776, 0.058254338800907135, -0.022955529391765594, -0.023675456643104553, 0.001675587147474289, -0.007642820011824369, -0.03121127374470234, 0.014158608391880989, 0.009930002503097057, -0.006684689316898584, 0.03920780494809151, -0.02655976638197899, -0.033939093351364136, -0.04404482990503311, -0.02633526362478733, 0.0031424900516867638, 0.054421499371528625, 0.06277775764465332, -0.006547253578901291, 0.05166478455066681, -0.0047726938501000404, 0.017363259568810463, 0.008460474200546741, -0.047761913388967514, -0.03995648771524429, -0.009071305394172668, -0.001705533592030406, 0.029578281566500664, -0.024470537900924683, 0.01319035328924656, 0.005494070705026388, 0.008259857073426247, -0.00958981178700924, -0.006172837223857641, 0.016667434945702553, 0.016630273312330246, -0.012239239178597927, -0.04016212746500969, -0.03537701070308685, 0.039130665361881256, -0.03854374960064888, -0.023169921711087227, 0.0013486976968124509, -0.0683964341878891, 0.042533569037914276, -0.08688421547412872, -0.060922157019376755, -0.0010766226332634687, 0.03017284721136093, 0.04436575621366501, -0.008151276968419552, 0.011705642566084862, 0.06267888844013214, 0.018968218937516212, 0.014641820453107357, 0.010587429627776146, -0.0056118592619895935, 0.04175861179828644, 0.02337244153022766, -0.00034094121656380594, 0.04305529594421387, -0.0036460021510720253, -0.005055089946836233, -0.054224222898483276, 0.049649834632873535, -0.0332869328558445, -0.3029915690422058, 0.022025490179657936, 0.0021708400454372168, -0.04466696083545685, 0.013109787367284298, -0.013788843527436256, 0.009381071664392948, -0.05282619595527649, -0.024873942136764526, 0.03758906573057175, -0.05221107229590416, -0.04824764281511307, -0.039173513650894165, 0.024021269753575325, -0.00894328486174345, 0.013178241439163685, 0.013189061544835567, -0.03984347730875015, 0.013946892693638802, 0.032998885959386826, 0.004893199540674686, -0.0679614394903183, -0.003869781969115138, 0.03236066922545433, 0.046895503997802734, 0.06995522975921631, -0.08777007460594177, 0.028770586475729942, -0.046186186373233795, 0.005347320344299078, -0.002385683124884963, 0.02452772669494152, -0.006051911506801844, -0.030793579295277596, -0.016377350315451622, -0.010461093857884407, 0.03869984298944473, -0.017172666266560555, -0.014446523040533066, 0.03258960321545601, -0.023913731798529625, -0.03122955746948719, -0.007390650920569897, 0.022487783804535866, 0.0682365745306015, -0.006955603137612343, -0.07467406243085861, 0.0067966957576572895, -0.01610206812620163, 0.08190634101629257, -0.05916862562298775, -0.02402416057884693, -0.0006750106113031507, 0.03610767051577568, -0.000030854265787638724, -0.04599408060312271, 0.0006852356600575149, -0.004235223866999149, -0.007327703759074211, -0.029681332409381866, -0.03441077843308449, -0.03456830233335495, -0.004321875981986523, -0.05569761246442795, 0.021831581369042397, -0.05302844196557999, -0.057859595865011215, -0.01595907285809517, 0.08097690343856812, 0.01083302590996027, -0.04373692721128464, 0.002506804885342717, 0.0022059024777263403, -0.10988100618124008, 0.0010730948997661471, 0.016642434522509575, -0.014331420883536339, -0.012164951302111149, 0.011275121010839939, 0.06667395681142807, -0.03528125211596489, -0.06769261509180069, 0.012902014888823032, 0.012439594604074955, 0.04246525093913078, -0.012225117534399033, 0.021456703543663025, 0.0071983132511377335, -0.004739147145301104, 0.01035312283784151, 0.06351172924041748, -0.005852081812918186, -0.028968121856451035, -0.023342011496424675, 0.04550571367144585, 0.008823341690003872, 0.048152316361665726, -0.00797740276902914, -0.005101772025227547, 0.028744937852025032, -0.013668827712535858, -0.05454535037279129, 0.03833062946796417, -0.02482631616294384, -0.0009254752076230943, -0.007803388871252537, -0.049957457929849625, 0.0308839064091444, 0.03262074291706085, 0.028814716264605522, -0.026196401566267014, -0.02992086671292782, 0.002611353062093258, -0.037340518087148666, -0.037175748497247696, -0.01651313155889511, 0.01991712488234043, 0.0350789949297905, -0.03950483351945877, 0.001207249821163714, -0.05928996205329895, -0.008820529095828533, -0.0007429764955304563, 0.008746929466724396, -0.06537672877311707, -0.009732188656926155, -0.025060221552848816, -0.038270629942417145, 0.028671225532889366, 0.019311700016260147, -0.023094896227121353, 0.04396023973822594, 0.00959080271422863, -0.04559260606765747, 0.011628947220742702, -0.007731870282441378, -0.062394265085458755, -0.0018748787697404623, -0.015549014322459698, -0.02845386415719986, 0.010961332358419895, 0.01733451895415783, -0.0024465795140713453, 0.01536853052675724, 0.03386577591300011, 0.009373808279633522, 0.015536769293248653, -0.03223400190472603, 0.014285290613770485, 0.020523980259895325, 0.018504871055483818, -0.06343618780374527, 0.006828027311712503, -0.030402662232518196, -0.026484286412596703, -0.01784229651093483, 0.033810123801231384, 0.006661206018179655, -0.035983990877866745, -0.002363997045904398, 0.0009397859103046358, -0.04376056790351868, -0.022688359022140503, -0.0382583849132061, 0.04513915628194809, 0.06960521638393402, -0.025649912655353546, 0.023225095123052597, -0.04050176590681076, -0.00951275322586298, 0.00008959579281508923, 0.027903936803340912, -0.056373391300439835, 0.00623976020142436, 0.01788056455552578, 0.007489431649446487, -0.0008200306328944862, -0.006456876173615456, 0.059096794575452805, 0.009357677772641182, 0.004894664511084557, -0.02259380929172039, -0.003964781761169434, 0.023937901481986046, 0.04573407396674156, -0.005610378924757242, 0.006664634682238102, -0.023132767528295517, -0.007709037512540817, -0.009322140365839005, -0.0452813059091568, -0.02270362712442875, 0.03027675673365593, 0.03242313116788864, -0.03598776459693909, -0.0772194042801857, 0.03468918800354004, 0.03989085927605629, -0.0034982694778591394, 0.024248141795396805, -0.0172871146351099, -0.005806585308164358, -0.02441001683473587, 0.032147351652383804, 0.0871897041797638, -0.06561361253261566, 0.016647715121507645, -0.004168680403381586, -0.004647400230169296, -0.0047611999325454235, -0.002377462573349476, -0.034987859427928925, -0.014942703768610954, -0.03022090159356594, 0.0071199736557900906, -0.07038562744855881, -0.0138231897726655, -0.000689190230332315, 0.015051724389195442, -0.004482402000576258, -0.03429092839360237, -0.004127750173211098, -0.002918167971074581, -0.027013065293431282, -0.02342924103140831, 0.005630526691675186, -0.04956145957112312, 0.014861581847071648, 0.028595102950930595, -0.04038221016526222, 0.015015210956335068, -0.030529385432600975, 0.025238610804080963, 0.02081778645515442, -0.033513497561216354, -0.021663619205355644, -0.04459415376186371, 0.012691075913608074, -0.0019956938922405243, 0.030195942148566246, 0.007117037195712328, -0.04146308824419975, -0.05446803197264671, -0.0012826505117118359, -0.047627680003643036, 0.0072884769178926945, -0.02768823876976967, 0.0020272217225283384, 0.022377608343958855, 0.04803543910384178, 0.0190267376601696, 0.043455444276332855, -0.008784554898738861, -0.009829136542975903, 0.03376930207014084, -0.053721293807029724, -0.03263682872056961, -0.03358088433742523, -0.05278589576482773, -0.004526144824922085, -0.003998400643467903, 0.02757946588099003, -0.03182258829474449, 0.0359593890607357, 0.01903565414249897, 0.023284148424863815, 0.023214882239699364, -0.007534157484769821, 0.03617500513792038, -0.06152360513806343, 0.0091124651953578, -0.08676263689994812, 0.0029097022488713264, 0.020725192502141, 0.005992836784571409, -0.02092883177101612, 0.012606454081833363, -0.03160630911588669, 0.027636364102363586, -0.07671239972114563, -0.003212358569726348, 0.039788082242012024, -0.008183775469660759, -0.002457119757309556, 0.007936005480587482, -0.07415497303009033, 0.027854574844241142, 0.004244563635438681, -0.03395136818289757, -0.030632995069026947, -0.016327273100614548, 0.045480500906705856, 0.008866745978593826, 0.03913309797644615, -0.023882528766989708, -0.004985383711755276, 0.06790103763341904, 0.009313065558671951, -0.004991959780454636, 0.0499688945710659, -0.005355364177376032, 0.04109723120927811, 0.03272165730595589, 0.020636804401874542, -0.008334583602845669, 0.005436359904706478, -0.012932630255818367, -0.07178806513547897, 0.018011249601840973, 0.019206738099455833, -0.036067601293325424, -0.01463200245052576, 0.05952205881476402, 0.03160484507679939, -0.03815854713320732, -0.03682274743914604, 0.014549409039318562, -0.06807240843772888, -0.0019306701142340899, -0.007589043118059635, 0.0018376882653683424, -0.06291154772043228, 0.04298636317253113, -0.004145363345742226, -0.006665998138487339, 0.05635051801800728, 0.024484269320964813, -0.033600032329559326, -0.006217592861503363, 0.10080252587795258, 0.08504773676395416, 0.047636982053518295, 0.03205825760960579, 0.06514767557382584, -0.02565574273467064, -0.04755011573433876, 0.014830173924565315, 0.004850594326853752, -0.021003685891628265, -0.01798100396990776, 0.022760678082704544, 0.054838329553604126, -0.011719142086803913, 0.06914101541042328, -0.008470642380416393, -0.023852514103055, 0.004537769593298435, 0.0316404365003109, 0.024679915979504585, 0.06726709753274918, 0.00948401726782322, 0.015413772314786911, -0.030571380630135536, -0.04153065010905266, 0.03271380439400673, -0.04812045022845268, -0.001150869531556964, 0.0061711943708360195, -0.005535257048904896, 0.022030465304851532, 0.010155076161026955, 0.04067651554942131, 0.08130763471126556, -0.04508630558848381, 0.0066969734616577625, 0.009114980697631836, 0.028398336842656136, -0.00016379440785385668, 0.007368773687630892, -0.023116836324334145, -0.007760846521705389, -0.003787834197282791, -0.005539386533200741, 0.0021812678314745426, -0.032264143228530884, -0.012355017475783825, 0.06075098738074303, -0.026566103100776672, -0.01325821690261364, 0.026987308636307716, 0.014550602063536644, -0.020883429795503616, -0.07194910943508148, -0.028120098635554314, -0.038841813802719116, -0.03417640179395676, -0.016539951786398888, -0.005289764609187841, 0.011903979815542698, -0.03360582888126373, -0.0053710006177425385, -0.029351821169257164, -0.01763891987502575, 0.04352498799562454, -0.06093946471810341, -0.03833942860364914, 0.019315186887979507, 0.03126469999551773, 0.02836894989013672, 0.022567566484212875, 0.049670733511447906, -0.018237439915537834, -0.0058197034522891045, -0.023281941190361977, -0.012229174375534058, 0.032374586910009384, 0.001777291065081954, -0.007126058917492628, -0.07980775833129883, 0.007074270397424698, 0.03542317822575569, 0.009637529030442238, -0.06296990066766739, 0.01842130534350872, 0.014306530356407166, 0.01095682755112648, 0.027908777818083763, -0.017512287944555283, 0.02925141528248787, -0.042108114808797836, 0.007090732920914888, -0.01005165372043848, 0.022321350872516632, 0.04784190654754639, -0.013309048488736153, 0.09042299538850784, 0.0034715125802904367, -0.010170230641961098, -0.03162844851613045, -0.03699604049324989, 0.01453829649835825, 0.005123631563037634, -0.013881294056773186, -0.042742397636175156, -0.015558063052594662, -0.07515041530132294, -0.033210646361112595, 0.005030817352235317, -0.032482635229825974, -0.034925006330013275, 0.038068853318691254, 0.02631697617471218, -0.03322182223200798, 0.035447970032691956, -0.057894665747880936, 0.02672317624092102, -0.018429864197969437, -0.015211639925837517, 0.008226338773965836, 0.0016125489491969347, -0.03419461473822594, -0.005192674230784178, 0.008277527056634426, -0.04407132416963577, -0.0032165865413844585, 0.02620971016585827, 0.03398697450757027, 0.01779753901064396, -0.0006838814006187022, -0.00543246790766716 ]
[ -0.10202081501483917, 0.012397974729537964, -0.029337327927350998, -0.01585552468895912, -0.004926561843603849, -0.02707875892519951, 0.0024460910353809595, 0.013360945507884026, 0.004154046066105366, -0.05990526080131531, -0.01910777948796749, -0.015514005906879902, 0.041176117956638336, -0.01966034807264805, 0.07530507445335388, 0.005341339390724897, -0.02004283480346203, -0.07341933250427246, -0.01870919018983841, 0.04920642077922821, 0.008631715551018715, -0.05159354582428932, -0.05409783124923706, -0.03774826601147652, 0.004444446414709091, 0.03100096806883812, 0.03632816672325134, -0.05328524112701416, 0.028639381751418114, -0.16854871809482574, 0.006147727835923433, 0.04831424728035927, 0.04709795489907265, -0.020379075780510902, -0.006074621342122555, 0.058975230902433395, 0.030433248728513718, -0.006423179060220718, -0.010248824954032898, -0.0010856396984308958, 0.013820384629070759, -0.00865460280328989, -0.019790545105934143, -0.028907915577292442, 0.03540711849927902, 0.03406132757663727, 0.004985992331057787, -0.06424964964389801, -0.022053567692637444, 0.008864936418831348, -0.05398913472890854, -0.043365102261304855, -0.02721227891743183, -0.02470448613166809, -0.007653967011719942, 0.05115944892168045, 0.03883649781346321, 0.043848223984241486, -0.02839639224112034, 0.03941677510738373, 0.00030853410135023296, -0.012938986532390118, -0.11405142396688461, 0.07861077785491943, 0.02945602498948574, 0.037319015711545944, -0.045086175203323364, -0.024060068652033806, -0.021335754543542862, 0.10253053158521652, 0.025955356657505035, -0.01957433670759201, -0.020021630451083183, 0.033797506242990494, 0.008504425175487995, -0.00035983408452011645, -0.009824246168136597, 0.020134340971708298, 0.05283672735095024, -0.031396329402923584, -0.04248770326375961, -0.007617493625730276, 0.010466964915394783, -0.004461039789021015, -0.0330926738679409, 0.023738518357276917, -0.012988450936973095, 0.013433372601866722, 0.012162025086581707, 0.00017750234110280871, 0.045684199780225754, -0.01393080037087202, 0.013737956061959267, -0.007238923106342554, -0.06073911115527153, -0.00921737588942051, 0.014644037932157516, 0.010668154805898666, -0.05675079673528671, 0.4634750485420227, -0.06369863450527191, -0.012124983593821526, 0.10735402256250381, 0.019541539251804352, -0.022174861282110214, -0.005936238449066877, 0.006689916364848614, -0.04637040197849274, 0.03728659823536873, -0.03642046079039574, 0.016553733497858047, -0.0015582507476210594, 0.05477728322148323, -0.03051319345831871, 0.013509578071534634, 0.048144422471523285, 0.038670070469379425, 0.03636160492897034, 0.045438654720783234, -0.017049040645360947, -0.014965704642236233, 0.013516833074390888, 0.014529293403029442, 0.0010742886224761605, -0.017888309434056282, -0.07301878184080124, 0.015884364023804665, 0.03955059126019478, 0.03252873569726944, 0.0018012463115155697, 0.07642512023448944, -0.04492291808128357, -0.03558150306344032, 0.020369887351989746, -0.03748178109526634, 0.002188204787671566, 0.022697938606142998, -0.025230681523680687, 0.006733844056725502, 0.05425581336021423, 0.05239389091730118, -0.05371784791350365, 0.024810900911688805, -0.01341713685542345, 0.006423526909202337, 0.14046448469161987, 0.0059698764234781265, -0.02221430279314518, -0.01722569763660431, -0.006708087399601936, 0.0026895462069660425, 0.0327158160507679, -0.011685752309858799, -0.0667644739151001, 0.032747961580753326, 0.005885738413780928, 0.11252810806035995, -0.03750017285346985, -0.0645977035164833, 0.019312510266900063, -0.0234722588211298, -0.015525725670158863, -0.08797404170036316, -0.005231813061982393, 0.10509605705738068, -0.10848058760166168, -0.013679148629307747, 0.0015270732110366225, 0.019076377153396606, -0.06536249071359634, 0.020119473338127136, -0.005635884590446949, -0.03192384913563728, -0.005192022770643234, 0.03197357803583145, -0.030054891481995583, -0.039853546768426895, 0.007835449650883675, 0.04552421718835831, 0.016976289451122284, 0.009051226079463959, 0.010932477191090584, -0.034374549984931946, -0.006053307559341192, -0.03290361911058426, -0.06835314631462097, -0.029270943254232407, -0.010564175434410572, -0.02038871869444847, -0.008183563128113747, -0.007473717909306288, -0.042001452296972275, -0.08316197246313095, 0.09557631611824036, -0.023234758526086807, -0.024569084867835045, 0.017544230446219444, -0.02534957230091095, -0.06764345616102219, -0.023036951199173927, -0.054025907069444656, 0.01811015047132969, -0.03305817395448685, 0.026285776868462563, -0.05389264598488808, 0.04220035672187805, 0.04557282105088234, -0.04573347046971321, 0.10625161230564117, 0.05412173643708229, -0.007052044849842787, -0.058839526027441025, 0.0011554767843335867, 0.03785452991724014, -0.015753941610455513, -0.023409660905599594, 0.0005492863128893077, 0.02927641198039055, -0.009272442199289799, 0.049457937479019165, -0.0063272942788898945, 0.01205491740256548, 0.009476070292294025, -0.33279725909233093, -0.024478264153003693, -0.013802729547023773, 0.008498170413076878, 0.01883723773062229, -0.05626186355948448, 0.010127422399818897, -0.006403970532119274, -0.06641177833080292, 0.03770827874541283, 0.08362014591693878, -0.01772315427660942, 0.010550589300692081, -0.08640563488006592, 0.0032667359337210655, 0.037563372403383255, -0.01917915791273117, -0.00694046588614583, -0.016244834288954735, 0.014390327036380768, -0.0022156499326229095, 0.01304785069078207, -0.022772690281271935, -0.036908794194459915, 0.02408132143318653, -0.04645941033959389, 0.08463290333747864, 0.006707793101668358, 0.0708392783999443, -0.018443336710333824, 0.021775640547275543, 0.010439952835440636, 0.028633182868361473, -0.13305407762527466, 0.01281022373586893, 0.0004903269000351429, 0.0005075843655504286, -0.08575968444347382, 0.0373595654964447, -0.048038240522146225, -0.07160539925098419, 0.0017306761583313346, -0.058803580701351166, -0.03317379951477051, -0.08015850186347961, 0.004372648894786835, -0.013234217651188374, -0.016153302043676376, -0.0253292303532362, 0.07010344415903091, 0.01621977798640728, 0.020355263724923134, 0.015729770064353943, -0.013852213509380817, -0.03679020330309868, -0.02877017669379711, -0.10565116256475449, 0.01082201674580574, -0.013893082737922668, -0.018660934641957283, 0.028021788224577904, 0.055211134254932404, 0.027700373902916908, -0.052922654896974564, -0.002067269291728735, 0.0017552291974425316, 0.00551633769646287, 0.019337711855769157, 0.040518712252378464, 0.03164933994412422, 0.001108732307329774, 0.0615733377635479, -0.006384652573615313, 0.006181029602885246, 0.007678237743675709, 0.015466870740056038, -0.0220333281904459, 0.02896912954747677, 0.029786892235279083, -0.02103574387729168, 0.021938802674412727, -0.05168377235531807, 0.028441404923796654, -0.012188393622636795, 0.006687709130346775, -0.0022647404111921787, 0.018607979640364647, -0.015009897761046886, 0.06026468053460121, 0.0065441615879535675, -0.033457547426223755, 0.002033759607002139, 0.003861310426145792, -0.05454281345009804, 0.08891278505325317, -0.001860530930571258, -0.23162749409675598, 0.010559256188571453, 0.0323048010468483, 0.048161204904317856, -0.02796366438269615, 0.039283718913793564, 0.019811635836958885, -0.0470733717083931, 0.0019239382818341255, -0.01182899996638298, 0.030497413128614426, 0.013162095099687576, 0.0031583737581968307, 0.01213486585766077, 0.034189969301223755, -0.000009837107427301817, 0.05041860044002533, 0.0005982571165077388, 0.003049521939828992, -0.008564851246774197, 0.017451012507081032, -0.018660910427570343, 0.13184107840061188, 0.011806696653366089, 0.042052820324897766, 0.005053154192864895, 0.011533643119037151, 0.028237780556082726, 0.06337893754243851, 0.0022790534421801567, 0.010381062515079975, 0.02081119269132614, 0.007628899998962879, -0.007307376246899366, 0.021101854741573334, -0.04622236639261246, -0.03452945128083229, 0.01369339320808649, 0.05405210331082344, 0.023418013006448746, 0.018993088975548744, -0.013455693610012531, -0.010617255233228207, 0.012151878327131271, 0.08028686791658401, 0.027101749554276466, 0.010112390853464603, -0.00791865773499012, -0.0589902400970459, -0.008834920823574066, -0.03206045925617218, -0.02872169390320778, 0.023274073377251625, 0.013787845149636269, 0.011356526985764503, 0.05961828678846359, 0.01537172682583332, -0.028198502957820892, -0.009359762072563171, 0.021545346826314926, -0.013897061347961426, -0.004492463078349829, 0.08896129578351974, 0.08286834508180618, 0.029554234817624092 ]
[ -0.04042716324329376, 0.017383553087711334, -0.01078975573182106, 0.012779506854712963, -0.03987349942326546, 0.03812398388981819, 0.0008394471951760352, -0.0007306513143703341, -0.0039140102453529835, -0.014666145667433739, -0.04051898047327995, 0.05659843608736992, 0.016498157754540443, -0.0028472435660660267, 0.013386215083301067, -0.00004462917786440812, -0.0254078209400177, -0.02778252214193344, 0.02345200441777706, 0.047348182648420334, -0.039634447544813156, -0.015130138956010342, -0.013708916492760181, -0.033626507967710495, -0.015675917267799377, -0.003458884311839938, 0.014258556999266148, -0.04310271888971329, 0.013067146763205528, -0.10144350677728653, -0.05051557719707489, -0.004920919891446829, -0.014109560288488865, 0.015576195903122425, -0.021153848618268967, -0.023263780400156975, 0.04278569668531418, 0.025480151176452637, 0.005891707260161638, -0.03334248438477516, -0.008066014386713505, -0.04369866102933884, -0.00018784229177981615, -0.003781468141824007, 0.003448417643085122, 0.012999122962355614, -0.004252650309354067, -0.027293702587485313, -0.02379012480378151, -0.019672386348247528, -0.04139165207743645, 0.028225280344486237, -0.04024779051542282, -0.008340854197740555, 0.03724300488829613, 0.01241722796112299, -0.012663847766816616, -0.023195859044790268, 0.009451095946133137, 0.02401500567793846, -0.004962510894984007, 0.01654384285211563, -0.05530282482504845, -0.01756216399371624, -0.030772186815738678, -0.022940147668123245, -0.006355996709316969, 0.01847858354449272, -0.019599707797169685, 0.01435977965593338, -0.03892198204994202, 0.015774251893162727, -0.02995886653661728, -0.0012934766709804535, 0.007401401177048683, 0.01779756136238575, 0.00679808808490634, -0.06361024081707001, 0.005542104132473469, -0.04423043876886368, -0.09310488402843475, -0.0009531357791274786, 0.020306367427110672, 0.02893325313925743, 0.0571480467915535, -0.019686855375766754, 0.02837546169757843, 0.0025988605339080095, -0.0048049152828752995, -0.014225829392671585, -0.05774413421750069, 0.038602422922849655, -0.005096051841974258, -0.0005983844166621566, -0.05698232725262642, 0.01402037963271141, -0.013570677489042282, 0.03477250412106514, 0.007013618480414152, 0.8141587972640991, 0.006797629874199629, 0.04645736142992973, 0.0456010103225708, 0.00663882028311491, -0.007591713219881058, 0.009219133295118809, 0.027406126260757446, -0.013420640490949154, 0.060510795563459396, -0.03985448181629181, 0.023542923852801323, -0.035952575504779816, 0.015943508595228195, 0.012274042703211308, 0.021673349663615227, 0.02176545187830925, -0.008630962111055851, 0.053356632590293884, 0.006084195338189602, -0.005268094129860401, -0.029217692092061043, -0.014222606085240841, 0.011778190732002258, -0.015020455233752728, 0.0005279984325170517, -0.18314985930919647, 0.015787411481142044, -7.432765390948529e-33, 0.05218742787837982, 0.031883351504802704, -0.00023402654915116727, -0.024077033624053, -0.0016614162595942616, -0.0020828554406762123, -0.0005738769541494548, -0.03084036521613598, -0.02504127472639084, -0.013777252286672592, 0.00931401364505291, 0.006646771915256977, 0.03489638864994049, -0.009549782611429691, 0.006662074942141771, -0.030490975826978683, 0.03173605352640152, -0.0023275811690837145, -0.03586195036768913, 0.02866964042186737, 0.05834376439452171, 0.04259379208087921, -0.007308152038604021, -0.009339590556919575, -0.030993349850177765, -0.011913485825061798, 0.0029126780573278666, 0.051993194967508316, 0.007393793202936649, -0.03882575407624245, -0.030414259061217308, 0.04375426098704338, -0.0014665852067992091, -0.005713538266718388, -0.007419985719025135, -0.024323787540197372, -0.012143278494477272, 0.0029839198105037212, -0.01629277504980564, -0.03846968337893486, -0.02721741609275341, 0.0063401744700968266, 0.000983400852419436, -0.020946970209479332, 0.005197818856686354, -0.022363819181919098, 0.000505101983435452, 0.05556623265147209, -0.007376879453659058, -0.050912484526634216, -0.027716977521777153, 0.045158177614212036, -0.019306518137454987, 0.03868037089705467, -0.025896742939949036, 0.027423886582255363, 0.012181250378489494, -0.005150549579411745, -0.010440535843372345, 0.045133329927921295, 0.016434334218502045, 0.0009791860356926918, -0.015833016484975815, -0.012064607813954353, 0.0002661242033354938, 0.00573100708425045, 0.023022498935461044, -0.021008411422371864, 0.01924240030348301, -0.020351434126496315, -0.040261004120111465, 0.00155916647054255, 0.009529758244752884, -0.020552001893520355, -0.011546731926500797, -0.0008841491071507335, 0.023325197398662567, -0.012752067297697067, 0.006691958289593458, 0.007809239439666271, -0.0030956834089010954, 0.007038380019366741, 0.02929358184337616, -0.03141181543469429, -0.015742316842079163, -0.02576315961778164, -0.010471098124980927, -0.041521091014146805, -0.031748298555612564, 0.05782270431518555, 0.014987803995609283, 0.058369025588035583, -0.021256038919091225, -0.04484623670578003, 0.039312273263931274, 6.888851665195579e-33, -0.0007953693857416511, 0.027241693809628487, -0.00023170818167272955, 0.004572704900056124, 0.06823323667049408, 0.0027614820282906294, 0.048594798892736435, -0.028219090774655342, -0.022467082366347313, 0.03951764106750488, -0.006017101462930441, -0.04604225233197212, 0.006262838840484619, 0.004295765422284603, 0.042851340025663376, -0.006477847695350647, 0.01684480533003807, -0.013119657523930073, 0.03861921653151512, -0.003075205720961094, 0.02509058453142643, 0.004862143658101559, 0.04097786918282509, 0.01358365174382925, 0.024653958156704903, 0.044285040348768234, 0.023463912308216095, -0.0028965468518435955, -0.03417809307575226, 0.004440352786332369, -0.00009503474575467408, -0.00025664587155915797, -0.0134330615401268, -0.008170420303940773, 0.02417820878326893, 0.03334023430943489, -0.0614766925573349, -0.0404592864215374, 0.001367005635984242, -0.006660869810730219, 0.016867121681571007, 0.00025325894239358604, -0.008951753377914429, 0.038271497935056686, 0.03696763142943382, -0.013929358683526516, 0.006827579345554113, -0.005299572832882404, -0.04014292731881142, -0.0167007464915514, 0.037646468728780746, 0.05048174411058426, -0.05672572925686836, -0.06650050729513168, -0.02182020992040634, -0.05055532604455948, -0.0014615422114729881, 0.032390277832746506, -0.012566350400447845, 0.03321945294737816, 0.02292250655591488, -0.002350470284000039, -0.01894976757466793, 0.03616032376885414, -0.00484520522877574, -0.005096017383038998, -0.0028088444378226995, 0.020144248381257057, -0.013273971155285835, -0.004618844948709011, -0.017504144459962845, -0.01018573995679617, 0.040349941700696945, 0.02182840183377266, -0.019437819719314575, -0.05386267602443695, -0.06835399568080902, -0.011021105572581291, 0.024989580735564232, 0.013792891055345535, 0.03130176290869713, 0.04053555801510811, 0.03270793706178665, 0.024220388382673264, -0.01237316895276308, 0.07484224438667297, 0.02018345333635807, 0.049573782831430435, -0.03997467830777168, -0.007433065213263035, -0.013445300981402397, -0.013948685489594936, 0.03918149322271347, 0.0003546738007571548, -0.02698427252471447, -1.3156860489971223e-8, -0.03691980987787247, 0.019431818276643753, -0.03505813330411911, -0.01177154015749693, -0.006121050100773573, 0.0041632032953202724, 0.006040073931217194, 0.0008373760501854122, -0.017957771196961403, 0.007763430010527372, 0.011637763120234013, -0.020552651956677437, 0.019213618710637093, 0.02649741992354393, 0.05502324551343918, -0.04377208277583122, 0.02956630289554596, -0.0401393286883831, -0.004209185019135475, -0.015038419514894485, 0.01692046970129013, 0.020261021330952644, -0.015858473256230354, 0.060743145644664764, -0.02459561638534069, 0.01882743276655674, 0.037961095571517944, -0.06203192472457886, -0.0030545988120138645, 0.006081903353333473, -0.0035451194271445274, -0.03328529745340347, -0.024227658286690712, 0.02552245929837227, 0.018446655943989754, -0.010694382712244987, -0.019447917118668556, 0.04139469191431999, 0.020888958126306534, -0.009995709173381329, -0.06070707365870476, -0.0017005791887640953, -0.01980607956647873, -0.004212565720081329, 0.0023512740153819323, 0.012774353846907616, -0.02966776117682457, -0.015084768645465374, -0.06652061641216278, -0.014194917865097523, 0.021857373416423798, 0.011385819874703884, 0.042368631809949875, -0.023630985990166664, 0.007701362017542124, 0.007376248948276043, -0.030195219442248344, -0.029588721692562103, 0.0033990347292274237, -0.006761459168046713, -0.016169067472219467, 0.01130802184343338, -0.013274538330733776, -0.026250960305333138 ]
pair-programming-what-works-for-me
https://markhneedham.com/blog/2008/12/17/pair-programming-what-works-for-me
false
2008-12-17 22:13:28
Functional Collection Parameters in C#
[ "c", "functional" ]
[ ".NET" ]
While talking through my understanding of the Select method which can be applied to collections in C# with a colleague, it became clear that C# doesn't seem to use the same names for these type of operations as are used in the world of functional programming. Coincidentally on the same day I came across Bill Six's post about using http://billsix.blogspot.com/2008/03/functional-collection-patterns-in-ruby.html[functional collection parameters in Ruby], so I thought I'd see what the equivalent operations are in C#. == Map Map evaluates a high order function on all the elements in a collection and then returns a new collection containing the results of the function evaluation. In C# we can use the 'Select' method. For example, to capitalise all the items in a list: [source,csharp] ---- var someValues = new List<string> {"mark", "sydney", "sunny"}; var upperCaseValues = someValues.Select(item => item.ToUpper()); ---- The responsibility for iterating the collection has been taken away from me and I can just focus on what I want to do with the collection rather than worrying too much about the details. A more declarative approach. If I want to see the results of that operation I just do the following: [source,csharp] ---- upperCaseValues.ForEach(Console.WriteLine); ---- [source,text] ---- MARK SYDNEY SUNNY ---- == Filter Filter applies a predicate against all of the elements in a collection and then returns a collection of elements which matched the predicate. Conveniently there is actually a built in delegate called 'Predicate' which when combined with the 'FindAll' method can be used to solve this problem. [source,csharp] ---- var someValues = new List<string> {"mark", "sydney", "sunny"}; var valuesWithSIn = someValues.FindAll(item => item.Contains("s")); valuesWithSIn.ForEach(Console.WriteLine); ---- [source,text] ---- sydney sunny ---- If we just want the first value in the collection that matches the predicate we would use the 'Find' method instead: [source,csharp] ---- var someValues = new List<string> {"mark", "sydney", "sunny"}; var valueWithSIn = someValues.Find(item => item.Contains("s")); Console.WriteLine(valueWithSIn); ---- [source,text] ---- sydney ---- == Reduce Reduce applies a high order function against all the elements in a collection and then returns a single result. We can use the 'Aggregate' method to achieve this: [source,csharp] ---- var someValues = new List<string> {"mark", "sydney", "sunny"}; var valuesConcatenated = someValues.Aggregate("",(accumulator, item) => accumulator + item); Console.WriteLine(valuesConcatenated); ---- [source,text] ---- marksydneysunny ---- The "" passed in as the first parameter to 'Aggregate' is the initial value for the accumulator. == Combining expressions As with Ruby we can chain these expressions together to return even greater results. For example, to get concatenate all the items which contain an s we would do the following: [source,csharp] ---- var someValues = new List<string> {"mark", "sydney", "sunny"}; var valuesConcatenated = someValues.FindAll(item => item.Contains("s")) .Aggregate("",(accumulator, item) => accumulator + item); Console.WriteLine(valuesConcatenated); ---- [source,text] ---- sydneysunny ---- == Overall I really like having this high order functions available to us - it has taken away the need to write some of the most boring code that we used to have to write and makes our code more concise and easier to read.
null
null
[ 0.003998842556029558, -0.030553270131349564, -0.0061949859373271465, 0.006397537887096405, 0.06726500391960144, 0.004152730572968721, 0.0028234682977199554, 0.0040831780061125755, -0.008358932100236416, -0.03377635031938553, -0.017635777592658997, 0.012823127210140228, -0.07743275165557861, 0.009944976307451725, -0.011313566006720066, 0.0766708180308342, 0.07091236859560013, -0.0316191166639328, 0.023811955004930496, -0.020049847662448883, -0.0032240089494735003, 0.06523142009973526, -0.00076029117917642, 0.026309428736567497, 0.035071294754743576, 0.03906942531466484, -0.013201654888689518, -0.003621583804488182, -0.04074850305914879, 0.011903283186256886, 0.042896393686532974, 0.03358332812786102, -0.007542379666119814, -0.008668903261423111, -0.008616380393505096, -0.026611968874931335, 0.02132711187005043, -0.00794478040188551, -0.0123127531260252, 0.012036679312586784, -0.0596822053194046, 0.03288372978568077, 0.0091817956417799, 0.010479324497282505, -0.0341264009475708, 0.02461894042789936, -0.04658708721399307, -0.008990520611405373, -0.0380762480199337, -0.018777020275592804, -0.03812026605010033, 0.01693873293697834, -0.05630011484026909, -0.0036751877050846815, -0.005245528649538755, 0.06411846727132797, -0.023866752162575722, -0.06488213688135147, 0.009853712283074856, -0.036192018538713455, 0.005250102374702692, -0.0053985449485480785, -0.005468249320983887, 0.0459904707968235, 0.05198998749256134, -0.0059462315402925014, -0.04990345239639282, 0.05371006950736046, -0.04578782990574837, -0.017255324870347977, -0.006235416978597641, 0.008632326498627663, 0.005038115195930004, 0.005037700291723013, 0.02513919025659561, -0.03399332985281944, -0.01809121109545231, 0.043166548013687134, 0.018433185294270515, 0.05878520756959915, 0.013942571356892586, 0.013473264873027802, 0.0620538666844368, 0.017119275406003, 0.026966184377670288, -0.029017211869359016, -0.05210360139608383, 0.0055838292464613914, -0.01200024038553238, 0.05587276071310043, 0.03268612548708916, -0.01657029427587986, 0.020667944103479385, 0.02172832004725933, -0.01556299440562725, 0.00033979257568717003, -0.010320695117115974, -0.028881793841719627, -0.025150150060653687, 0.020282082259655, -0.04226715862751007, -0.03950580954551697, 0.03935951739549637, -0.014037138782441616, -0.07430769503116608, -0.010228310711681843, -0.025649869814515114, 0.002061840146780014, 0.021134138107299805, 0.03117077611386776, -0.049397148191928864, 0.01147264800965786, -0.020455118268728256, 0.005890018306672573, -0.06203572824597359, 0.04956009238958359, 0.024636395275592804, 0.005321618635207415, -0.020452331751585007, 0.041449613869190216, 0.06331142783164978, 0.039350636303424835, -0.014521971344947815, 0.061911288648843765, 0.0034899157471954823, 0.006041979882866144, -0.006612470839172602, 0.06651255488395691, 0.0030725733377039433, -0.10025458037853241, -0.0050293877720832825, 0.045995522290468216, -0.016517391428351402, -0.015167955309152603, -0.031070856377482414, -0.018007265403866768, -0.037146277725696564, -0.0014029097510501742, 0.04369262978434563, 0.026112006977200508, -0.01354442723095417, -0.04753001034259796, 0.01689680479466915, -0.0330498144030571, 0.02837250754237175, 0.013793052174150944, -0.03097260743379593, 0.0010753627866506577, 0.002252032049000263, 0.05014347657561302, 0.03822549432516098, 0.07122093439102173, 0.04435830935835838, -0.04141847789287567, 0.010418499819934368, 0.0802667886018753, 0.007409465499222279, 0.02046826295554638, 0.0032118395902216434, -0.001957217464223504, 0.04313468188047409, 0.041308775544166565, 0.01936790905892849, 0.046492498368024826, -0.0006419438286684453, 0.014640197157859802, 0.003004028694704175, 0.08315062522888184, -0.023031137883663177, -0.03318926692008972, -0.044013191014528275, -0.03672241419553757, 0.029017480090260506, -0.050140127539634705, 0.018783334642648697, 0.009866238571703434, 0.060818497091531754, 0.005592220928519964, 0.05826020985841751, -0.009264513850212097, -0.07327396422624588, 0.013075766153633595, -0.022753968834877014, -0.005730625241994858, 0.011019933968782425, 0.007686607539653778, 0.0743991956114769, 0.032890014350414276, 0.01956760138273239, 0.016843540593981743, -0.06815005093812943, -0.07414963096380234, -0.06299442052841187, -0.022968847304582596, 0.0609128437936306, -0.0121223833411932, -0.02391292341053486, 0.05149976536631584, 0.017566077411174774, 0.05682544410228729, 0.04422604292631149, -0.033020712435245514, 0.006912648677825928, -0.024258721619844437, -0.036708954721689224, 0.03445036709308624, 0.016740957275032997, 0.004213802982121706, -0.04765968397259712, 0.029046444222331047, 0.00595823721960187, -0.00798014272004366, 0.02557668648660183, -0.01685212180018425, 0.07666371017694473, 0.025085268542170525, 0.018253251910209656, -0.027522820979356766, 0.047142282128334045, -0.06742914021015167, 0.025591343641281128, 0.032866232097148895, -0.0022180413361638784, -0.015851473435759544, 0.012651163153350353, 0.12521155178546906, 0.06225825846195221, -0.037157438695430756, -0.06141604855656624, 0.010403525084257126, 0.027309812605381012, -0.04945017769932747, 0.0023059677332639694, -0.0289552453905344, 0.0013227614108473063, -0.004780801013112068, -0.028780130669474602, -0.005494365002959967, -0.0039013484492897987, -0.02636195719242096, -0.014034449122846127, 0.052331067621707916, 0.0068607814610004425, 0.04355520382523537, 0.030479291453957558, -0.035862334072589874, -0.004274643491953611, -0.030602671205997467, -0.03283044695854187, -0.00993345957249403, 0.023333050310611725, -0.013116887770593166, 0.02092590183019638, -0.022251319140195847, -0.018293438479304314, -0.0021986118517816067, -0.04705903306603432, 0.02020927704870701, 0.021689895540475845, 0.0720590129494667, -0.024557409808039665, 0.06104779615998268, -0.03169158473610878, -0.023558439686894417, -0.017382444813847542, -0.05724978819489479, 0.016700200736522675, 0.008495068177580833, 0.021873751655220985, 0.026265058666467667, 0.0053085931576788425, 0.0005113675142638385, 0.018811814486980438, -0.004633496515452862, -0.053564298897981644, -0.022866426035761833, 0.022443395107984543, 0.0005239744787104428, -0.051376376301050186, -0.052497945725917816, -0.040913261473178864, 0.04605837166309357, -0.03633660450577736, -0.031344082206487656, -0.03994503989815712, -0.05192118138074875, 0.07044466584920883, -0.0796399712562561, -0.053386930376291275, -0.02472517266869545, 0.03721747547388077, 0.02990882471203804, -0.01639525778591633, 0.009873772971332073, 0.059709321707487106, 0.025429170578718185, 0.009880471974611282, 0.026015479117631912, -0.0038878938648849726, -0.007232539355754852, -0.02962067537009716, 0.025143470615148544, 0.06896841526031494, -0.00973304733633995, 0.010827652178704739, -0.07244370877742767, 0.021181419491767883, 0.027090752497315407, -0.26843929290771484, 0.026471765711903572, -0.03941904380917549, -0.01832350343465805, 0.020087767392396927, -0.010352577082812786, 0.006696395576000214, -0.03818520903587341, 0.013003986328840256, 0.05552573502063751, -0.030753057450056076, -0.00001820464603952132, -0.047004375606775284, 0.04851192981004715, 0.007971680723130703, 0.0047675552777945995, -0.007593301124870777, -0.04587641730904579, -0.002820556052029133, 0.0497625358402729, 0.014037610962986946, -0.05411126837134361, 0.009577219374477863, 0.06613427400588989, 0.010048688389360905, 0.07334982603788376, -0.05355248972773552, 0.029019834473729134, -0.025766389444470406, -0.00707194535061717, -0.005198400467634201, -0.008315742947161198, 0.024465112015604973, -0.052451152354478836, -0.0032989371102303267, -0.016914386302232742, 0.03606037050485611, 0.01915944181382656, 0.0006823415169492364, 0.03299286961555481, -0.04413839802145958, -0.04734420403838158, -0.012020542286336422, 0.022439274936914444, 0.081535205245018, -0.008210934698581696, -0.07330038398504257, -0.011155208572745323, -0.0445098914206028, 0.05990363284945488, -0.003342981915920973, -0.05169214680790901, -0.002711901906877756, 0.04852927848696709, -0.024922767654061317, -0.04148088023066521, 0.005918298382312059, -0.0019506756216287613, -0.04739817976951599, -0.014879719354212284, -0.01772766374051571, -0.07561557739973068, -0.0006869297358207405, -0.034344837069511414, -0.032161127775907516, -0.04640563949942589, -0.05043116211891174, 0.003002205165103078, 0.055624525994062424, 0.01964627578854561, 0.013045924715697765, 0.00178819359280169, -0.012882831506431103, -0.12240979820489883, -0.02347998321056366, -0.012967901304364204, -0.04767328500747681, -0.038171470165252686, 0.008075878024101257, 0.04355061799287796, -0.0427129901945591, -0.06032866984605789, 0.02316363714635372, 0.028862878680229187, 0.0257742777466774, 0.001077008550055325, 0.012190049514174461, -0.010352649725973606, -0.02597910910844803, 0.006372604984790087, 0.06934097409248352, -0.004359045065939426, 0.0021923519670963287, -0.02207992598414421, 0.03829600661993027, 0.03558541461825371, 0.044474486261606216, 0.009440446272492409, 0.04661262780427933, 0.022097637876868248, 0.06137967109680176, -0.0519392304122448, 0.042377982288599014, -0.03420254960656166, -0.005181769374758005, -0.004365488421171904, -0.04838830232620239, 0.021434122696518898, 0.039374109357595444, -0.008426791988313198, 0.003850477747619152, -0.016166364774107933, 0.028947051614522934, -0.057036418467760086, 0.030531251803040504, -0.03924024477601051, 0.024658985435962677, 0.018834227696061134, 0.023888880386948586, -0.005133618135005236, -0.06608892232179642, 0.014527496881783009, 0.02931922860443592, -0.01806284859776497, -0.08540735393762589, -0.050057027488946915, -0.004767950624227524, -0.0028210077434778214, -0.012020318768918514, 0.033088378608226776, -0.0032442640513181686, 0.027189716696739197, -0.022129304707050323, -0.028054365888237953, 0.0147392638027668, -0.004573074169456959, -0.002993626520037651, -0.0397857166826725, -0.0386689268052578, -0.011225370690226555, 0.0044495901092886925, -0.025928553193807602, 0.018314482644200325, 0.029307734221220016, 0.028258072212338448, 0.01000602263957262, 0.0216357484459877, 0.0376521572470665, -0.0010728820925578475, 0.04614231735467911, -0.03302447125315666, -0.04805666580796242, 0.008983871899545193, -0.04171022027730942, 0.004556622821837664, -0.017623217776417732, 0.03324834257364273, -0.04000956565141678, -0.025645248591899872, -0.06851982325315475, 0.04563317820429802, -0.031137904152274132, -0.03372441977262497, -0.03561900183558464, -0.004307710099965334, 0.04811469465494156, -0.034597061574459076, 0.054261717945337296, -0.026256166398525238, 0.018701627850532532, 0.02300315722823143, 0.015391187742352486, -0.02002001367509365, 0.04753218591213226, -0.001271577668376267, -0.0019765531178563833, -0.00569179467856884, 0.02950405329465866, 0.016826516017317772, 0.029818829149007797, 0.02374795638024807, -0.021296020597219467, 0.01337965577840805, -0.004709621425718069, 0.04109438508749008, 0.02273576334118843, -0.007679499685764313, -0.0020313423592597246, -0.018842332065105438, 0.0016641089459881186, -0.05452050641179085, -0.018023036420345306, -0.03641263023018837, 0.01304411981254816, -0.04963431507349014, -0.056913431733846664, 0.02275238372385502, -0.006214594934135675, -0.00017983901489060372, 0.01168188825249672, 0.020836977288126945, -0.01740243099629879, 0.0017716545844450593, -0.006510723382234573, 0.046412136405706406, -0.06562129408121109, 0.011238137260079384, 0.02682153321802616, -0.012520278804004192, 0.03381321579217911, 0.03275555744767189, -0.03764045611023903, 0.01544730644673109, -0.005019327625632286, 0.00873485952615738, -0.023790275678038597, -0.024274740368127823, -0.029256636276841164, 0.0020700974855571985, -0.007138689514249563, -0.023473793640732765, -0.022015776485204697, 0.00016760265862103552, -0.01847446896135807, -0.011149668134748936, 0.0034929821267724037, -0.03316111117601395, -0.04052363336086273, 0.012556727975606918, -0.025547560304403305, 0.006950765382498503, -0.030123358592391014, 0.015174368396401405, 0.028222225606441498, 0.008037826977670193, -0.0031202910467982292, -0.05985070765018463, 0.02567722648382187, -0.012881837785243988, 0.06939639151096344, -0.013318583369255066, -0.024181969463825226, 0.004585867747664452, -0.03006863407790661, -0.03813913092017174, -0.026661865413188934, 0.010991238988935947, -0.02295537479221821, 0.00666831387206912, 0.04032328352332115, -0.014001970179378986, 0.03580814599990845, 0.0010314321843907237, 0.0003038999857380986, 0.06468655169010162, -0.05344150960445404, 0.00881947111338377, -0.016489215195178986, -0.06866004317998886, 0.017052864655852318, 0.0006985371583141387, 0.019771598279476166, -0.048122797161340714, 0.02939249947667122, 0.05020985007286072, 0.024986328557133675, 0.046401821076869965, 0.006429650355130434, 0.03353717178106308, -0.005126961041241884, 0.019422585144639015, -0.06692180782556534, 0.01371303852647543, 0.03579803183674812, 0.02713926136493683, -0.03283488750457764, -0.027118338271975517, -0.02864007093012333, 0.015811782330274582, -0.062426380813121796, -0.01655147597193718, 0.01981767639517784, -0.021983677521348, 0.002143310848623514, 0.013012416660785675, -0.05276262387633324, 0.033175356686115265, 0.03381354734301567, 0.0014863002579659224, -0.04631742835044861, -0.02583094872534275, 0.05885656923055649, 0.009328046813607216, 0.003519174177199602, -0.04746119678020477, 0.01898527890443802, 0.057353854179382324, 0.033208105713129044, -0.005931859370321035, 0.07901506870985031, -0.04067176580429077, 0.02073274552822113, -0.0019820155575871468, -0.021206926554441452, 0.0031048725359141827, 0.0001918785274028778, 0.0017130618216469884, -0.04175873100757599, -0.00012284121476113796, 0.009925122372806072, -0.02618347853422165, -0.06113820895552635, 0.07266207784414291, 0.009160628542304039, -0.014036137610673904, -0.055399198085069656, 0.008819051086902618, -0.03284076228737831, -0.008459140546619892, -0.02718503214418888, 0.02041642926633358, -0.015571348369121552, 0.06710537523031235, 0.022305220365524292, -0.0016499895136803389, 0.06479986757040024, -0.0009826818713918328, -0.0023449789732694626, 0.014706743881106377, 0.08443829417228699, 0.0890483558177948, 0.05926899611949921, -0.002072147559374571, 0.06579925119876862, -0.018448306247591972, -0.06714531034231186, -0.011274666525423527, -0.045142997056245804, 0.01508859172463417, 0.0053238836117088795, 0.020950766280293465, 0.07681632041931152, 0.005859237164258957, 0.04063260555267334, -0.05916496366262436, -0.015616079792380333, -0.040441978722810745, 0.00725977448746562, 0.027378024533391, 0.036286719143390656, 0.015573368407785892, 0.029589081183075905, -0.011635622940957546, -0.03188980370759964, 0.06693971902132034, -0.0011173109523952007, -0.030576540157198906, 0.005183760076761246, -0.011480181477963924, 0.008732265792787075, 0.0020250969100743532, 0.03899731859564781, 0.05760748311877251, -0.03148796036839485, -0.02030707150697708, 0.010996455326676369, 0.012388157658278942, -0.0030892633367329836, -0.05234479159116745, -0.022087914869189262, -0.03630056977272034, -0.015885304659605026, 0.0033580053132027388, -0.007427256554365158, -0.02495252713561058, -0.01927059516310692, 0.030490482226014137, -0.015156948007643223, 0.023754699155688286, 0.013621545396745205, 0.016779636964201927, -0.038075756281614304, -0.03446730226278305, -0.05710437893867493, -0.03016633167862892, -0.07727392762899399, -0.01328621618449688, 0.04326421022415161, -0.0031789892818778753, -0.029376257210969925, -0.03891931474208832, 0.031903479248285294, -0.004784039221704006, 0.06751315295696259, -0.026640983298420906, -0.046598248183727264, -0.005089322105050087, 0.01243190560489893, 0.04057709127664566, 0.05742635950446129, 0.03236791118979454, -0.037165045738220215, -0.004943737760186195, -0.054320529103279114, -0.025250496342778206, 0.08010099828243256, 0.021335801109671593, 0.01911853440105915, -0.0794990286231041, 0.0216095931828022, 0.0061301589012146, -0.0017014803597703576, -0.07345250248908997, -0.025526564568281174, 0.002389779081568122, -0.01762065663933754, 0.038176245987415314, -0.01690773293375969, -0.030611973255872726, -0.04814700782299042, 0.009799902327358723, 0.032861191779375076, 0.00612178910523653, 0.03787005692720413, -0.04218881204724312, 0.0688684806227684, 0.0024188265670090914, -0.009639063850045204, -0.03595699369907379, -0.0006372369243763387, -0.0013429353712126613, 0.011963875032961369, -0.043742526322603226, -0.02972288429737091, -0.01903661899268627, -0.034318115562200546, -0.008928281255066395, 0.01798062026500702, -0.0120990090072155, -0.04737654700875282, 0.01628810353577137, 0.06055866926908493, -0.0443124957382679, 0.02595197968184948, -0.0035494191106408834, 0.04547679051756859, -0.021170521154999733, -0.0417245514690876, -0.0037505130749195814, 0.03049546480178833, -0.001867305370979011, 0.009029936976730824, 0.024711087346076965, -0.016405494883656502, -0.03786969557404518, -0.047959353774785995, 0.0013165166601538658, 0.02997317910194397, -0.01949349045753479, 0.03445146977901459 ]
[ -0.10777439922094345, -0.007427216973155737, -0.04029243439435959, -0.007448327261954546, 0.03614923730492592, -0.05119933560490608, 0.04678367078304291, 0.005260840058326721, 0.019811362028121948, -0.0035193422809243202, -0.02014283463358879, 0.005278910510241985, -0.008724607527256012, 0.014204425737261772, 0.0411655567586422, 0.013949605636298656, -0.014760599471628666, -0.011081979610025883, -0.04752865806221962, 0.03434295952320099, 0.034879278391599655, -0.0221986323595047, -0.05572979897260666, -0.05188013240695, 0.04777716472744942, 0.0354902446269989, 0.01707165129482746, -0.04378820210695267, -0.007876530289649963, -0.21670418977737427, -0.03672998398542404, -0.0031839548610150814, 0.038340527564287186, -0.018663182854652405, -0.00011791162251029164, 0.0122167794033885, 0.04134191572666168, 0.035610172897577286, -0.020902203395962715, 0.058293066918849945, 0.022267833352088928, 0.04636422172188759, -0.048565421253442764, 0.027873286977410316, 0.008674931712448597, 0.005729252938181162, -0.004914110526442528, -0.02429322712123394, -0.0343085452914238, 0.007606836035847664, -0.046325769275426865, -0.023759091272950172, -0.030244121327996254, -0.01890893094241619, -0.021882934495806694, 0.041164323687553406, 0.022172367200255394, 0.07332465797662735, 0.02493993006646633, 0.0019036593148484826, 0.010636539198458195, -0.023805275559425354, -0.12590612471103668, 0.09113214164972305, 0.015567118301987648, 0.05354512855410576, 0.013991404324769974, -0.052451904863119125, 0.00005267433516564779, 0.07603456825017929, 0.05074064061045647, -0.02245470881462097, -0.0346367247402668, 0.03748283162713051, 0.0069021014496684074, -0.06528537720441818, -0.03607681393623352, 0.011201613582670689, 0.04414251446723938, -0.016097694635391235, -0.0763920322060585, -0.02851576916873455, 0.04733920469880104, -0.006991070695221424, -0.0015299379592761397, 0.020173929631710052, -0.008869566023349762, 0.02239968627691269, 0.047502551227808, 0.021064043045043945, 0.044395770877599716, -0.011410989798605442, 0.003032119944691658, 0.04094845429062843, -0.06516613066196442, -0.0288629699498415, -0.0017506044823676348, -0.0023056217469274998, -0.0057763890363276005, 0.4029059410095215, -0.028803959488868713, -0.012538730166852474, 0.02710852026939392, -0.009631484746932983, -0.05878506973385811, -0.006275346968322992, -0.011663935147225857, -0.05141511559486389, -0.008436156436800957, -0.05154037848114967, -0.021295467391610146, -0.012542042881250381, 0.040601108223199844, -0.06372155249118805, -0.0182485468685627, 0.006854080595076084, 0.039945997297763824, 0.031191904097795486, 0.016217654570937157, 0.00016169794253073633, -0.010146373882889748, -0.010072262026369572, 0.031241770833730698, 0.02691453881561756, 0.0035846324171870947, -0.01276418473571539, 0.05974666401743889, 0.06950189918279648, 0.0370553657412529, 0.02602214738726616, 0.06212654709815979, -0.039988890290260315, -0.11978565901517868, -0.002779279602691531, 0.004998811986297369, 0.029596270993351936, 0.06083296984434128, -0.020497385412454605, 0.030284350737929344, -0.01096129510551691, 0.004876064136624336, -0.010315360501408577, 0.007460965774953365, -0.04476524889469147, -0.053838640451431274, 0.13913938403129578, -0.003746413392946124, -0.02063130773603916, -0.05572156235575676, -0.04348036274313927, -0.018278667703270912, 0.03659958019852638, -0.013051183894276619, -0.022052643820643425, -0.018204225227236748, 0.0226106159389019, 0.06736615300178528, -0.03278599679470062, -0.03298361226916313, -0.012152331881225109, -0.07925358414649963, -0.002741878852248192, -0.005600172560662031, 0.06634404510259628, 0.014471418224275112, -0.09015163034200668, -0.041918057948350906, -0.01224411278963089, -0.01463562622666359, -0.07760006189346313, -0.019898930564522743, 0.02188737876713276, -0.0653725415468216, 0.0013761986047029495, 0.050563689321279526, -0.0025813833344727755, -0.055993128567934036, -0.053164493292570114, 0.02016410417854786, -0.00037084767245687544, -0.005489784758538008, 0.04097606986761093, -0.045972395688295364, -0.009345881640911102, -0.018972663208842278, -0.07551398873329163, -0.05815335363149643, -0.005362454801797867, 0.0010743989842012525, 0.001255155075341463, -0.015226752497255802, -0.026656435802578926, -0.02113829366862774, 0.06730800867080688, -0.05484321713447571, -0.02966316230595112, 0.03897824510931969, -0.013766107149422169, 0.013998198322951794, -0.003411433193832636, 0.016754429787397385, 0.04282304644584656, 0.004639707040041685, 0.04359249770641327, -0.030395470559597015, -0.006762959063053131, 0.030095510184764862, -0.08006701618432999, 0.02293418161571026, 0.013872118666768074, -0.035119228065013885, 0.020255273208022118, -0.04424159601330757, 0.05587613955140114, -0.029475826770067215, -0.04562677815556526, 0.00517334183678031, 0.022005556151270866, 0.009551148861646652, 0.0017873538890853524, -0.03611180558800697, -0.06768139451742172, 0.01301188301295042, -0.3377695083618164, 0.02351304329931736, -0.03850230947136879, -0.025846892967820168, -0.0035908289719372988, -0.07903648912906647, 0.0038191236089915037, -0.03589974716305733, -0.05350327119231224, 0.020843174308538437, 0.06377916038036346, -0.008816530928015709, -0.0013356871204450727, -0.04296230897307396, 0.024771923199295998, 0.034240517765283585, -0.03583662584424019, -0.0627674013376236, -0.034359004348516464, 0.04550250992178917, 0.02385490946471691, 0.020071478560566902, 0.010943722911179066, -0.05552530288696289, 0.040443770587444305, -0.03141052648425102, 0.0808074027299881, -0.02914968691766262, 0.06415391713380814, 0.0003939918242394924, 0.045545946806669235, -0.010903114452958107, 0.0021840352565050125, -0.011520858854055405, -0.03143344819545746, -0.035570237785577774, -0.01537719089537859, -0.004634678363800049, 0.04923512041568756, 0.006035969592630863, -0.014521562494337559, 0.021154338493943214, -0.06139529123902321, -0.055465299636125565, 0.02135317772626877, 0.027268700301647186, -0.019658150151371956, -0.005597078241407871, 0.0411575511097908, 0.0687665045261383, 0.0032454896718263626, 0.004433765541762114, 0.011539709754288197, 0.025086084380745888, -0.004408790729939938, -0.025399385020136833, -0.06822444498538971, -0.03031192533671856, -0.03393951430916786, 0.0037494671996682882, 0.029154086485505104, 0.00749535858631134, 0.0330616720020771, -0.03379545733332634, 0.0034166325349360704, 0.01346855890005827, 0.01770816370844841, -0.015848446637392044, 0.04310183599591255, -0.0617946982383728, -0.05664101243019104, 0.06982221454381943, -0.006641834508627653, -0.00015523735783062875, 0.024189766496419907, 0.08233512938022614, -0.01716015674173832, 0.050289664417505264, 0.045846812427043915, 0.011558662168681622, 0.013677875511348248, 0.03171227499842644, 0.05019094794988632, 0.0015303698601201177, 0.030479149892926216, 0.04342154413461685, -0.006881108973175287, 0.014370381832122803, 0.02469445765018463, -0.05189970135688782, -0.02073262259364128, 0.010884681716561317, 0.005075865425169468, -0.07464668899774551, 0.05451810732483864, -0.02695137821137905, -0.2334592044353485, 0.03376943618059158, 0.09983205050230026, 0.054695963859558105, -0.0022009704262018204, 0.00459962897002697, 0.038325440138578415, -0.06401054561138153, 0.041179437190294266, 0.013150747865438461, 0.01879855990409851, 0.06364976614713669, 0.023025792092084885, -0.021622540429234505, 0.030767930671572685, -0.018929636105895042, 0.0484001524746418, -0.025936855003237724, 0.04223538190126419, 0.03434329107403755, 0.04093138501048088, 0.017353318631649017, 0.21026574075222015, 0.024526270106434822, 0.027241835370659828, -0.011353480629622936, 0.03162526711821556, -0.01504429243505001, 0.0585864782333374, 0.037482693791389465, 0.052371036261320114, -0.006898264400660992, 0.1163305789232254, 0.024241801351308823, 0.03621365502476692, -0.07456313818693161, -0.00301711936481297, 0.06610991060733795, -0.0051065292209386826, -0.026734983548521996, -0.06861521303653717, 0.020517179742455482, -0.05360512062907219, 0.0029363809153437614, 0.0997004434466362, 0.0014909976162016392, -0.03468577191233635, -0.02929580956697464, -0.023765940219163895, 0.008478880859911442, -0.04794901981949806, -0.015924599021673203, 0.017413679510354996, -0.05475518852472305, 0.01799299381673336, 0.05846954509615898, -0.00794035941362381, -0.031242316588759422, -0.027285607531666756, 0.036243025213479996, 0.013893239200115204, 0.02286749705672264, 0.06752842664718628, 0.020014319568872452, 0.02488139271736145 ]
[ 0.013702399097383022, 0.03677694872021675, -0.021180525422096252, 0.0483972504734993, -0.034413162618875504, 0.010658231563866138, 0.003913053777068853, 0.017825474962592125, -0.008867273107171059, 0.024485111236572266, -0.051088280975818634, -0.013136975467205048, -0.004012591205537319, -0.0335092768073082, 0.03316893428564072, 0.007361650001257658, 0.012206383980810642, -0.044225193560123444, 0.03756808117032051, 0.011644928716123104, -0.015333391726016998, 0.027196673676371574, 0.003277404932305217, -0.019071482121944427, -0.020634565502405167, 0.024752026423811913, -0.02499944530427456, -0.000016150661394931376, 0.010975933633744717, -0.12508295476436615, -0.057785749435424805, -0.027543671429157257, 0.013208630494773388, 0.027270974591374397, -0.01892663538455963, 0.001069883699528873, 0.014859244227409363, 0.04148605465888977, 0.011225927621126175, -0.016213202849030495, -0.039868421852588654, 0.022856149822473526, -0.02405061200261116, 0.01712663844227791, 0.012491108849644661, -0.00863357912749052, -0.0003014421963598579, -0.021511739119887352, -0.014622928574681282, 0.03624769300222397, -0.028161143884062767, 0.018544869497418404, -0.009745301678776741, -0.0029014942701905966, 0.03990274295210838, -0.01349005289375782, -0.019077859818935394, -0.07121341675519943, 0.015787338837981224, -0.028608743101358414, -0.023445431143045425, -0.021788541227579117, -0.041807614266872406, -0.0219485554844141, 0.03739221394062042, -0.013939294964075089, -0.01047743484377861, -0.00023959872487466782, 0.0007057448383420706, -0.033259473741054535, -0.008169690147042274, 0.01286762859672308, -0.0008718719473108649, -0.016520356759428978, -0.005108712241053581, -0.0004859865002799779, 0.04409211874008179, -0.054901499301195145, 0.01866806671023369, -0.010524767450988293, -0.04442178085446358, -0.008992183953523636, -0.028227776288986206, 0.022905418649315834, 0.009840467944741249, -0.009472886100411415, -0.01620527356863022, -0.0071293748915195465, 0.03237999603152275, 0.019835416227579117, -0.05129597708582878, -0.006618883460760117, 0.04894725978374481, 0.018261276185512543, -0.06281407922506332, 0.007605053950101137, -0.004721274599432945, -0.007013204973191023, -0.008972018957138062, 0.842229962348938, 0.012432984076440334, 0.046585600823163986, 0.024524454027414322, -0.030751856043934822, -0.03858514130115509, -0.015649618580937386, -0.006911632139235735, -0.030382469296455383, 0.004073248710483313, -0.07340725511312485, 0.028696775436401367, 0.004363075364381075, 0.02938513644039631, 0.015080738812685013, -0.0005393108585849404, 0.013408205471932888, 0.03569616749882698, 0.0069575924426317215, 0.007697429042309523, 0.027356641367077827, 0.042376551777124405, -0.001818132004700601, -0.0022416741121560335, -0.00253189611248672, 0.0422651469707489, -0.16608549654483795, 0.014624496921896935, -8.100076636179049e-33, 0.04293527826666832, -0.008763461373746395, 0.016416940838098526, 0.010411682538688183, 0.023678872734308243, -0.0073151434771716595, 0.009797181002795696, 0.00898130051791668, -0.00027322335517965257, -0.011594639159739017, 0.022965099662542343, 0.017066922038793564, 0.010165274143218994, -0.014606649056077003, 0.028382141143083572, -0.0003968431556131691, 0.03215394914150238, 0.012259183451533318, -0.003571787616237998, -0.0024049710482358932, 0.0023864773102104664, 0.027416711673140526, 0.04477042332291603, -0.02217552624642849, -0.007424741517752409, 0.014618097804486752, 0.012005124241113663, 0.015502703376114368, -0.01253238320350647, -0.04178379103541374, -0.004127594642341137, 0.04048895835876465, 0.005514360964298248, 0.001110357348807156, 0.05402662977576256, -0.015220415778458118, -0.007990920916199684, -0.0008966840105131269, 0.025268910452723503, -0.030124498531222343, -0.026554133743047714, 0.0018199142068624496, -0.03805569186806679, 0.02345271408557892, -0.018464038148522377, -0.02964891493320465, -0.030267726629972458, 0.02767455205321312, 0.03145410865545273, 0.04081505164504051, 0.039295751601457596, 0.01082408893853426, -0.014744989573955536, 0.015104468911886215, -0.015096141956746578, 0.012026183307170868, -0.03247998654842377, -0.007444567047059536, 0.018932756036520004, 0.05103597044944763, -0.014384078793227673, 0.001626495853997767, 0.014742458239197731, 0.03245673328638077, -0.008185263723134995, -0.03256351500749588, -0.00388559652492404, -0.011156239546835423, -0.0066856020130217075, -0.024867825210094452, -0.028688350692391396, 0.025682618841528893, 0.0008871504687704146, -0.014983045868575573, 0.012403259985148907, -0.007851637899875641, -0.011727056466042995, -0.023709973320364952, -0.0030258919578045607, 0.0025699802208691835, -0.008499992080032825, -0.009341740980744362, -0.0015967653598636389, -0.0068730455823242664, -0.00030746785341762006, -0.00530756451189518, -0.0016053772997111082, -0.009095474146306515, 0.02460283786058426, -0.03924454748630524, 0.018876047804951668, 0.022701481357216835, -0.010742943733930588, -0.03733069822192192, -0.009324858896434307, 7.417379639264204e-33, 0.0014353384030982852, -0.041710544377565384, -0.011850764974951744, 0.024925855919718742, 0.0012151055270805955, -0.040931351482868195, 0.03651769831776619, -0.009382637217640877, -0.032074008136987686, 0.03398794308304787, -0.005890882108360529, 0.0032149588223546743, -0.03905314579606056, 0.016325386241078377, 0.056996844708919525, -0.0002579211432021111, 0.018791044130921364, -0.01951136812567711, 0.022596444934606552, -0.034710463136434555, -0.003970603458583355, -0.004519308917224407, 0.021117569878697395, 0.017831385135650635, -0.0202572550624609, 0.034373216331005096, -0.05704934149980545, -0.03369484841823578, 0.019219886511564255, 0.015168516896665096, -0.003916407003998756, 0.0343409888446331, 0.03420451655983925, -0.05640279874205589, -0.031142299994826317, 0.03301683068275452, 0.04521797597408295, -0.006181260105222464, 0.045465659350156784, 0.025873279199004173, 0.01574433408677578, -0.033899061381816864, 0.0013720770366489887, -0.029613610357046127, 0.013151363469660282, -0.0030573697295039892, -0.0005060338880866766, 0.009641097858548164, 0.038781311362981796, 0.06298742443323135, 0.045088812708854675, -0.0212092325091362, -0.02546905353665352, 0.018866000697016716, 0.01342617068439722, -0.010992541909217834, -0.020646454766392708, -0.037143390625715256, -0.01709284447133541, -0.0009784181602299213, -0.021798236295580864, 0.03568252921104431, 0.0017854884499683976, 0.011280481703579426, 0.0068455846048891544, 0.010648218914866447, -0.015289833769202232, -0.04819180443882942, -0.003103455062955618, -0.01698209159076214, -0.03867975249886513, -0.014649726450443268, -0.019714688882231712, 0.01222080085426569, -0.01681835763156414, -0.010147872380912304, 0.004941481631249189, -0.005428777541965246, 0.009546009823679924, 0.01661740615963936, 0.016142554581165314, -0.013987363316118717, 0.031160401180386543, 0.03131905198097229, -0.029906755313277245, 0.030965222045779228, 0.002387408399954438, -0.04592279717326164, -0.011236041784286499, -0.015430809929966927, -0.018970221281051636, -0.03544909507036209, 0.012887934222817421, -0.006589611526578665, -0.012239895761013031, -1.3304835455585362e-8, -0.07236015051603317, 0.01477088313549757, -0.04579256474971771, 0.029819229617714882, 0.005376818124204874, 0.01762222871184349, -0.02616378664970398, -0.02672388404607773, 0.011715478263795376, -0.015301459468901157, 0.005657396279275417, 0.012126336805522442, 0.025689683854579926, -0.030363058671355247, 0.026193561032414436, -0.039192963391542435, 0.004744312725961208, -0.00018587200611364096, 0.009272393770515919, 0.02366643026471138, 0.008882639929652214, 0.03264167904853821, -0.028946835547685623, -0.0061952341347932816, 0.017843013629317284, -0.011347035877406597, -0.011658459901809692, -0.0626375675201416, 0.012514705769717693, 0.036711569875478745, 0.031819745898246765, -0.020142510533332825, 0.017116153612732887, -0.013376469723880291, -0.005181802436709404, -0.057578250765800476, 0.03639334812760353, -0.005076449830085039, 0.022974954918026924, 0.012991894036531448, -0.013081331737339497, 0.0009528276277706027, -0.005373982712626457, -0.02006879262626171, -0.022107712924480438, -0.04686962440609932, -0.03723303601145744, 0.003360763192176819, 0.02238234505057335, -0.02070498839020729, -0.007022916339337826, 0.03452882915735245, 0.035667985677719116, 0.014134415425360203, 0.029080264270305634, 0.04935341700911522, 0.03724101185798645, -0.03685837984085083, -0.026098834350705147, 0.01454566977918148, 0.03065762110054493, -0.021224914118647575, -0.045954424887895584, -0.012934948317706585 ]
functional-collection-parameters-in-c
https://markhneedham.com/blog/2008/12/17/functional-collection-parameters-in-c
false
2008-12-19 20:57:23
TDD: Mock expectations in Setup
[ "tdd", "testing", "mocking" ]
[ "Testing" ]
One of the ideas that I mentioned in a recent post about what I consider to be a http://www.markhneedham.com/blog/2008/12/04/what-make-a-good-unit-test/[good unit test] was the ideas that we shouldn't necessarily consider the http://en.wikipedia.org/wiki/Don%27t_repeat_yourself[DRY] (Don't Repeat Yourself) principle to be our number one driver. I consider putting mock expectations in the setup methods of our tests to be one of those occasions where we shouldn't obey this principle and I thought this would be fairly unanimously agreed upon but http://twitter.com/markhneedham/status/1050794791[putting the question to the Twittersphere] led to http://twitter.com/the_chrismo/status/1050828782[mixed] http://twitter.com/tirsen/status/1050872945[opinions]. == The case for expectations in setup The argument for putting expectations in the setup method is that it helps *remove duplication and helps us to fail more quickly*. This would certainly be the case if, for example, we instantiated our object under test in the setup method and there were some expectations on its dependencies on creation. == The case against expectations in setup The reason I'm so against putting expectations in setup methods derives from the pain of trying to debug http://www.nmock.org/[NMock] error messages when we put expectations and stubs in the setup method on a project I worked on about a year ago. The number of times we were caught out by a failure which seemed 'impossible' from looking at the failing test was ridiculous. After that experience we made sure that it was always obvious which expectations belonged to which test by inlining them and taking the duplication hit. I believe a lot of the value of tests comes from the way that they fail, and if we can write tests in a way that the *failure message and subsequent fix are really obvious* then we are going the right way. == My current approach My current approach to try and get the best of both worlds is to follow the approach http://fragmental.tw[Phil] describes in his post on http://fragmental.tw/2008/07/02/domain-driven-tests/[Domain Driven Tests]. If we have repeated expectations across different tests then I now try to extract those into an appropriately named methods which can be called from each test. [source,csharp] ---- [Test] public void ShouldDoSomething() { ExpectServiceToReturnSomeValue(); // rest // of // test } private void ExpectServiceToReturnSomeValue() { // code describing expectations } ---- This creates a little bit of duplication in that we have to call this method individually in each test which uses it but I think it makes the test more readable and easier to debug. I'm still not sure what I consider the best way to name these types of methods - Phil uses a combination of a comment and method name to create readable tests but I'm keen to try and have the intent completely described by a method name if possible.
null
null
[ 0.05004049092531204, -0.009353158995509148, -0.025025125592947006, 0.05013129487633705, 0.08712221682071686, 0.039461445063352585, 0.04546017944812775, 0.02685273252427578, 0.02129008062183857, -0.012841330841183662, -0.0008380867657251656, -0.008340513333678246, -0.06042281910777092, 0.011665026657283306, -0.06283143907785416, 0.06843072921037674, 0.07192900776863098, -0.02168666198849678, 0.024254126474261284, 0.013590941205620766, 0.05012501776218414, 0.07156291604042053, 0.02557997964322567, 0.025451302528381348, 0.048392340540885925, 0.009540126658976078, 0.028992637991905212, -0.0049318233504891396, -0.05349363014101982, -0.04876292124390602, 0.034864384680986404, -0.0009555810247547925, 0.0012976706493645906, -0.024555634707212448, 0.024889688938856125, 0.000504452153109014, -0.011130133643746376, -0.004089252091944218, 0.0040483069606125355, -0.003323129378259182, -0.06469341367483139, 0.02524854615330696, -0.019857587292790413, 0.0012758864322677255, -0.06188378483057022, -0.018129926174879074, -0.009552998468279839, 0.010353884659707546, -0.005610115360468626, -0.0018149898387491703, -0.05695052444934845, 0.05246731638908386, 0.0035058166831731796, -0.009772549383342266, -0.008221900090575218, 0.04444791004061699, 0.012569760903716087, -0.11008098721504211, 0.02570844441652298, -0.046224985271692276, -0.017833514139056206, -0.005461071617901325, -0.017021743580698967, 0.036386918276548386, 0.020974649116396904, -0.04996353015303612, -0.003757514525204897, 0.06259889900684357, -0.05353507772088051, -0.00799194909632206, -0.03022012859582901, 0.004531253129243851, -0.02792201191186905, -0.02417188510298729, 0.0033249573316425085, -0.061293359845876694, -0.006600131280720234, 0.05606113746762276, 0.017156021669507027, 0.043140433728694916, -0.011615295894443989, -0.014868760481476784, 0.03823342174291611, 0.0069832936860620975, -0.007024515885859728, -0.04273533076047897, 0.016095882281661034, -0.011168298311531544, -0.05144341662526131, 0.08493130654096603, 0.014939851127564907, -0.04578504338860512, 0.015271095559000969, 0.025965075939893723, -0.015544046647846699, 0.022670704871416092, 0.03441496565937996, -0.00053795101121068, 0.008406111970543861, -0.03175555542111397, -0.02424408122897148, -0.019133156165480614, -0.017839666455984116, 0.019595282152295113, -0.07393478602170944, -0.009694655425846577, -0.0139623386785388, -0.02949672006070614, -0.008916305378079414, 0.00917128100991249, -0.040647391229867935, 0.03678518533706665, 0.014835541136562824, 0.004647400230169296, -0.08693897724151611, 0.04331103712320328, 0.008822702802717686, -0.03973275423049927, -0.03386155515909195, 0.018546223640441895, 0.03423384204506874, 0.018875684589147568, -0.015372923575341702, 0.06382723152637482, -0.013379589654505253, 0.027282703667879105, -0.021040625870227814, 0.054408442229032516, -0.016789613291621208, -0.05045481398701668, -0.01040937751531601, 0.042809322476387024, 0.00013714897795580328, 0.01073598675429821, 0.0035181741695851088, -0.025919198989868164, 0.014477814547717571, -0.015293814241886139, 0.0389719121158123, 0.0547926127910614, -0.023941991850733757, -0.05627719685435295, 0.021539021283388138, 0.04680418223142624, -0.0023581096902489662, 0.02158738300204277, 0.002334483666345477, -0.0118408203125, -0.041565846651792526, 0.026745345443487167, 0.02300073951482773, 0.026210419833660126, 0.022768432274460793, -0.038331031799316406, 0.013499393127858639, 0.07633475959300995, 0.013337038457393646, 0.021336529403924942, -0.021060321480035782, 0.03969034180045128, 0.023817267268896103, 0.042475927621126175, 0.016356147825717926, 0.05222305282950401, 0.03854710981249809, -0.013522217981517315, 0.002933952258899808, 0.06378632038831711, -0.0011285282671451569, -0.008653203956782818, -0.05290103331208229, -0.0988839641213417, 0.055149056017398834, -0.043768733739852905, -0.006231855601072311, 0.04730464890599251, 0.08041363954544067, 0.007564173080027103, 0.027857758104801178, 0.04766383767127991, -0.07700400799512863, 0.0381222665309906, 0.022372504696249962, 0.03328699618577957, 0.020951174199581146, -0.02522321045398712, 0.04836807772517204, 0.012378495186567307, -0.013456624001264572, 0.03607090562582016, -0.06817054003477097, -0.07955862581729889, -0.00943204015493393, -0.006225599441677332, 0.057586684823036194, -0.021616095677018166, 0.015122286044061184, 0.08714219927787781, 0.01827617920935154, 0.028682826086878777, 0.027844348922371864, 0.004832098726183176, -0.002697532530874014, -0.0454561784863472, -0.03357303515076637, 0.07021315395832062, 0.028472665697336197, -0.019768649712204933, -0.042338643223047256, -0.01344376988708973, -0.01278634462505579, -0.011855275370180607, 0.03966129571199417, -0.02524668164551258, 0.016411971300840378, 0.0014083725400269032, 0.05335375294089317, -0.023483388125896454, 0.052373167127370834, -0.05239766463637352, -0.013417567126452923, -0.0037315369118005037, -0.008667983114719391, -0.0035366378724575043, 0.008598504588007927, 0.12114836275577545, 0.035048261284828186, -0.04150281846523285, -0.05298358201980591, -0.002242589835077524, 0.05436844006180763, -0.035586580634117126, -0.017875470221042633, 0.010233272798359394, -0.006470494903624058, 0.029406225308775902, -0.06023316830396652, -0.021889135241508484, -0.004949894733726978, -0.04486251249909401, 0.01797986589372158, 0.06853669136762619, -0.03574312850832939, 0.07226856797933578, -0.011670514941215515, -0.012167977169156075, 0.0023500132374465466, -0.0331069678068161, -0.07041642814874649, 0.010103384032845497, 0.02124413289129734, -0.02327805943787098, 0.05234969034790993, -0.012677555903792381, -0.032101694494485855, -0.025068456307053566, -0.034569885581731796, 0.015627890825271606, 0.038122277706861496, 0.07057875394821167, -0.04451656714081764, 0.062354058027267456, -0.01046912744641304, 0.007717697415500879, 0.007943575270473957, -0.03842569515109062, -0.03701285645365715, -0.009923258796334267, -0.031212076544761658, 0.05777324363589287, 0.020551813766360283, -0.0007134407060220838, 0.02425086684525013, 0.016904709860682487, -0.0267979446798563, 0.018787426874041557, 0.02929065003991127, 0.005925683304667473, -0.008455567993223667, -0.01671111024916172, -0.029441969469189644, 0.0551447719335556, -0.027048997581005096, -0.0005190216470509768, 0.03262656554579735, -0.0926191508769989, 0.03182758390903473, -0.07322055101394653, -0.05712451413273811, -0.008777330629527569, 0.022331714630126953, 0.046218160539865494, 0.04624501243233681, 0.00812930054962635, 0.07151683419942856, 0.020900415256619453, 0.00516990851610899, 0.009407603181898594, 0.0034725433215498924, 0.044976856559515, -0.02050456963479519, -0.015695175155997276, 0.03159225732088089, -0.004540475085377693, 0.032788004726171494, -0.05757041648030281, 0.030306149274110794, -0.00755262328311801, -0.2680233418941498, 0.029548276215791702, 0.038840990513563156, -0.04130369797348976, 0.033003710210323334, -0.025106636807322502, -0.0005313128349371254, -0.04040762409567833, -0.0435965321958065, 0.04897908493876457, -0.01773792877793312, -0.030326977372169495, -0.021629929542541504, 0.03430481627583504, 0.0006321397377178073, -0.019845252856612206, 0.03199664503335953, -0.026554005220532417, 0.05023898556828499, 0.07290151715278625, 0.0017355114687234163, -0.0578250028192997, 0.0004025997477583587, 0.04985560476779938, 0.018622202798724174, 0.07528579235076904, -0.09206811338663101, 0.07413841038942337, -0.048271071165800095, 0.028271621093153954, -0.0034011576790362597, -0.003223711857572198, -0.0057565332390367985, -0.00721740210428834, -0.024143585935235023, -0.005076070316135883, 0.026201607659459114, -0.02072465792298317, -0.006148477550595999, 0.02985939010977745, -0.013551604934036732, -0.032084833830595016, -0.016882533207535744, 0.015331131406128407, 0.06456764787435532, -0.005394391715526581, -0.06547165662050247, -0.004098234232515097, -0.03440789505839348, 0.06883402168750763, -0.0541558638215065, -0.014287294819951057, -0.0037219563964754343, 0.020527927204966545, -0.01750592701137066, 0.00033697750768624246, -0.0037251138128340244, 0.005749713163822889, -0.04670122265815735, -0.044595908373594284, -0.035185061395168304, -0.042895276099443436, -0.03179165720939636, -0.028468100354075432, -0.028896262869238853, -0.06851466745138168, -0.02438434399664402, -0.013380724936723709, 0.06433413922786713, 0.008306804113090038, -0.02617279253900051, -0.013056539930403233, 0.0006243301322683692, -0.10104925185441971, 0.000612099829595536, -0.0016583834076300263, -0.04042546823620796, 0.012339980341494083, 0.0016877735033631325, 0.04149238020181656, -0.04211428388953209, -0.04166872799396515, 0.03123643808066845, 0.022749725729227066, 0.02140137180685997, 0.011132616549730301, 0.012297164648771286, -0.0030022510327398777, -0.0324133038520813, 0.016229232773184776, 0.046227630227804184, 0.003987879958003759, -0.026818083599209785, -0.03872627392411232, 0.024497222155332565, 0.046453189104795456, 0.010525353252887726, 0.0003010079963132739, 0.014194723218679428, 0.007889253087341785, 0.010934228077530861, -0.042700473219156265, 0.0347951203584671, -0.0016375106060877442, -0.010120642371475697, -0.016235552728176117, -0.06362280249595642, 0.03568757325410843, 0.017490798607468605, 0.03165198117494583, -0.0021446463651955128, -0.02639183960855007, 0.024326346814632416, -0.026208629831671715, -0.057674892246723175, -0.030688760802149773, -0.009022100828588009, 0.04722123593091965, -0.00682021351531148, 0.005039155948907137, -0.04606284573674202, 0.005240967497229576, 0.0007344160694628954, -0.035682279616594315, -0.04120815917849541, -0.04186219722032547, 0.013843056745827198, -0.017798779532313347, 0.00010073683370137587, 0.004768465179949999, -0.008610675111413002, 0.024957744404673576, 0.025775006040930748, -0.034359317272901535, 0.0038713510148227215, -0.01870446279644966, -0.05376725271344185, -0.034649837762117386, 0.01704365387558937, -0.005885599181056023, -0.005973038263618946, -0.006434854585677385, 0.0019057781901210546, 0.019306648522615433, 0.02452542632818222, 0.00006328356539597735, 0.027394544333219528, -0.026338737457990646, 0.011941913515329361, 0.0083457725122571, 0.019891023635864258, -0.05613057315349579, 0.019523875787854195, -0.021013403311371803, -0.013634745962917805, 0.004446979146450758, 0.0030417756643146276, -0.012954620644450188, -0.0378931388258934, -0.02962247096002102, 0.014429708011448383, -0.05119987577199936, -0.037570517510175705, -0.047501351684331894, 0.017507854849100113, 0.06600829213857651, -0.05604572594165802, 0.026928676292300224, -0.039611607789993286, -0.023335708305239677, 0.03470943495631218, -0.01930481195449829, -0.054900676012039185, 0.01654106192290783, 0.015327648259699345, 0.004727077670395374, 0.007217785809189081, 0.010804465040564537, 0.03668644651770592, 0.004844942595809698, 0.00863605085760355, -0.01301502250134945, 0.028634019196033478, 0.015215366147458553, 0.05190291255712509, 0.007142770104110241, -0.015648357570171356, 0.0011653258698061109, -0.016385463997721672, -0.004111119545996189, -0.050763629376888275, -0.01995893567800522, 0.026423495262861252, 0.044186364859342575, -0.03728700429201126, -0.05870942026376724, 0.04443292319774628, 0.0029234623070806265, 0.002069818088784814, 0.017677269876003265, 0.01911994069814682, -0.005509042181074619, -0.03669819235801697, 0.01883511058986187, 0.08612511307001114, -0.051366958767175674, -0.004454303998500109, 0.011658882722258568, 0.004223838448524475, 0.007254519499838352, -0.012118888087570667, -0.051487766206264496, -0.03734702989459038, -0.02535324916243553, -0.004394869785755873, -0.07609543204307556, -0.018113581463694572, -0.03806247562170029, 0.03221650794148445, -0.007941060699522495, -0.006871724501252174, -0.021163316443562508, 0.014016320928931236, -0.007229346316307783, -0.02378729172050953, -0.0025437339209020138, -0.03076832927763462, 0.0020376071333885193, 0.0271371491253376, -0.050575289875268936, 0.004989204462617636, -0.02693961374461651, 0.029557831585407257, 0.015944767743349075, -0.03899303451180458, -0.023608902469277382, -0.04066577926278114, 0.01729009486734867, -0.010557304136455059, 0.021351883187890053, -0.013164184987545013, -0.011545421555638313, -0.017892468720674515, -0.004062671680003405, -0.041660893708467484, 0.00017808486882131547, 0.008001664653420448, 0.0034689907915890217, 0.04075755178928375, 0.05619101598858833, 0.020561015233397484, 0.03666647896170616, -0.027760324999690056, 0.018354220315814018, 0.052613940089941025, -0.07346205413341522, -0.03276322782039642, -0.050701774656772614, -0.06852303445339203, 0.016058266162872314, -0.009570129215717316, 0.024310842156410217, -0.04664960131049156, 0.037676554173231125, 0.00882392656058073, 0.024661829695105553, 0.04775676876306534, 0.00044378850725479424, 0.027273856103420258, -0.06904080510139465, 0.007974013686180115, -0.07841545343399048, 0.009805731475353241, 0.032223720103502274, 0.005755826830863953, -0.01683720573782921, -0.009089156053960323, -0.022889044135808945, 0.03480345755815506, -0.056617993861436844, -0.0076654269360005856, 0.034525066614151, -0.010304656811058521, -0.001058826339431107, 0.02711273543536663, -0.06183027848601341, 0.01189479324966669, 0.027763117104768753, -0.04133257642388344, -0.024317823350429535, -0.012089054100215435, 0.06932109594345093, 0.0311492420732975, 0.0011217722203582525, -0.024271545931696892, -0.0007101722294464707, 0.06681114435195923, 0.014463221654295921, 0.021695809438824654, 0.05463649705052376, -0.010217730887234211, 0.06133538857102394, 0.04925205186009407, 0.003196312813088298, 0.00008570138015784323, -0.004121858160942793, -0.028843078762292862, -0.06712060421705246, 0.05836357921361923, 0.004689405206590891, -0.013890910893678665, -0.041781600564718246, 0.054386209696531296, 0.010723584331572056, -0.048924293369054794, -0.05268990993499756, 0.016787638887763023, -0.03511090204119682, -0.037820152938365936, -0.034132517874240875, -0.01843360625207424, -0.04425664618611336, 0.057796552777290344, -0.00695190392434597, 0.0010812252294272184, 0.052492860704660416, -0.025033196434378624, -0.012373201549053192, -0.009486531838774681, 0.08263863623142242, 0.09598258882761002, 0.046792078763246536, 0.0067554255947470665, 0.06447379291057587, -0.010810257866978645, -0.047902218997478485, 0.001694218604825437, -0.03248119726777077, -0.0038990750908851624, -0.03154410421848297, 0.015587124973535538, 0.0336565226316452, -0.005845280364155769, 0.06655003875494003, -0.013330050744116306, -0.0004484217497520149, -0.005700351670384407, 0.04743462800979614, 0.016348546370863914, 0.055100712925195694, 0.004419007804244757, 0.021203527227044106, -0.005134209990501404, -0.06234458088874817, 0.034516286104917526, -0.03283900395035744, -0.023962009698152542, 0.030092526227235794, -0.015294534154236317, 0.01299620047211647, 0.02500549517571926, 0.007486208342015743, 0.057165469974279404, -0.037418100982904434, 0.01381141971796751, 0.0045440346002578735, 0.018275655806064606, 0.007224447559565306, 0.0153400469571352, -0.010196315124630928, -0.0011194725520908833, 0.007029618602246046, -0.013900626450777054, -0.017419876530766487, -0.015530136413872242, -0.020270533859729767, 0.04202916473150253, -0.008959297090768814, -0.009766172617673874, 0.01411992497742176, 0.012183119542896748, -0.04601127654314041, -0.04732245206832886, -0.0359635092318058, -0.042134709656238556, -0.038094665855169296, -0.002803270472213626, 0.017829524353146553, -0.018993090838193893, -0.025290071964263916, -0.01921887882053852, -0.02742195688188076, -0.026628095656633377, 0.031841639429330826, -0.037643034011125565, -0.030187441036105156, -0.004331481177359819, 0.02566639892756939, 0.014518436044454575, 0.0010468378895893693, 0.05536767095327377, 0.014470630325376987, -0.017388928681612015, -0.02551613561809063, 0.013997869566082954, 0.01775154285132885, 0.013273803517222404, 0.027994265779852867, -0.0769440233707428, 0.0025589896831661463, 0.044175904244184494, -0.0023111046757549047, -0.0657389834523201, 0.02705288492143154, 0.014784818515181541, -0.012397280894219875, 0.0591997466981411, -0.014387759380042553, 0.010858789086341858, -0.03080623224377632, -0.00046089309034869075, -0.005701366811990738, 0.013592938892543316, 0.028378698974847794, -0.017205070704221725, 0.07763200998306274, 0.024409890174865723, -0.036663707345724106, -0.02850479446351528, -0.020370900630950928, 0.014130900613963604, 0.017186783254146576, -0.00538714649155736, -0.04371333867311478, -0.028887202963232994, -0.08023136854171753, -0.029101237654685974, 0.028365205973386765, -0.02763201855123043, -0.012534999288618565, 0.02353484369814396, 0.000341788720106706, -0.07307594269514084, 0.03485731780529022, -0.037662699818611145, 0.0355263352394104, -0.02856135368347168, -0.018330611288547516, 0.00902930460870266, 0.02582390233874321, -0.010777401737868786, 0.031947799026966095, 0.023731041699647903, -0.04032842442393303, -0.01040598377585411, -0.019363457337021828, 0.030635522678494453, 0.05613292008638382, -0.0105247488245368, -0.004867075942456722 ]
[ -0.07647428661584854, 0.012574026361107826, 0.0032404097728431225, -0.015899190679192543, 0.04516134411096573, -0.02814086340367794, 0.00019721046555787325, 0.02781202644109726, 0.005324200261384249, -0.018064603209495544, -0.00954867247492075, -0.04556562006473541, 0.0029090798925608397, -0.01208477932959795, 0.06540445983409882, 0.011781886219978333, -0.009803813882172108, -0.08420886099338531, 0.005444911774247885, 0.014273633249104023, 0.026275308802723885, -0.01324157603085041, -0.0366479866206646, -0.03741876035928726, 0.0299130417406559, 0.020617159083485603, 0.03824066370725632, -0.04516729339957237, 0.010377396829426289, -0.20357368886470795, 0.03412797302007675, 0.004388525150716305, -0.0006532599218189716, -0.0544288344681263, -0.021169399842619896, 0.04699030518531799, 0.03360498324036598, 0.0027384161949157715, 0.017448576167225838, 0.04448811709880829, 0.005897720344364643, 0.003614553716033697, -0.05023014545440674, -0.041467804461717606, 0.0483989417552948, 0.022568922489881516, -0.0008549846825189888, -0.03920760378241539, 0.012521191500127316, 0.02946898341178894, -0.01651526801288128, -0.024379229173064232, -0.026039641350507736, -0.04719856008887291, -0.006802695337682962, 0.025419259443879128, 0.033158477395772934, 0.06925231963396072, 0.020601646974682808, 0.001540058758109808, 0.01946609653532505, -0.031687963753938675, -0.13192041218280792, 0.05532079190015793, 0.06442487239837646, 0.041833989322185516, -0.0317421518266201, -0.025797799229621887, -0.012636124156415462, 0.11915697902441025, -0.0057715000584721565, -0.0032077229116111994, -0.00715387100353837, 0.06318020820617676, -0.010209556668996811, 0.032082464545965195, 0.028636028990149498, 0.015870362520217896, 0.05390217900276184, -0.044303085654973984, -0.00588662875816226, 0.004860493820160627, -0.013619616627693176, 0.003703509923070669, -0.020298663526773453, -0.013080628588795662, -0.01382196880877018, 0.0683392882347107, 0.052231766283512115, 0.0361778549849987, 0.05043989047408104, 0.006362301763147116, -0.013674015179276466, 0.0058550043031573296, -0.05404819920659065, -0.00888624507933855, -0.025750789791345596, -0.004867033567279577, -0.0479477122426033, 0.4266538619995117, -0.016869226470589638, -0.003759755054488778, 0.06853660196065903, 0.06533779948949814, -0.010480556637048721, -0.023821989074349403, 0.008000977337360382, -0.07447317987680435, 0.009518170729279518, -0.03581935167312622, 0.05198698118329048, -0.007368751335889101, 0.038987353444099426, -0.05155309662222862, 0.0007650021580047905, 0.022341875359416008, 0.0332842655479908, 0.018889660015702248, 0.01080159842967987, -0.017731118947267532, -0.010479554533958435, 0.010777848772704601, 0.022497303783893585, -0.02347204089164734, -0.03519789129495621, -0.05011661723256111, 0.043987371027469635, 0.09235440939664841, 0.011530723422765732, -0.03533850610256195, 0.023593449965119362, -0.07190423458814621, -0.08399226516485214, 0.01938755437731743, -0.01837874762713909, 0.025597138330340385, 0.050681598484516144, -0.010907570831477642, 0.027897359803318977, 0.04102371260523796, 0.03048166260123253, -0.021201975643634796, 0.02574300393462181, -0.024978986009955406, -0.033064499497413635, 0.08916701376438141, 0.0060549587942659855, -0.008265838958323002, -0.0020804647356271744, -0.039680156856775284, -0.0014696350554004312, 0.022664491087198257, -0.009758406318724155, -0.08272746950387955, 0.014987446367740631, -0.011589805595576763, 0.04303598403930664, -0.0017331955023109913, -0.048871517181396484, -0.012511758133769035, -0.036010392010211945, -0.002238353481516242, -0.05855872854590416, 0.007711871061474085, 0.02808544784784317, -0.0743832215666771, -0.036748044192790985, 0.003934555221349001, 0.039562370628118515, -0.06278275698423386, -0.009727098047733307, 0.026308156549930573, -0.03155454620718956, -0.02117721550166607, 0.01681414619088173, -0.013268312439322472, -0.05135359987616539, 0.016877852380275726, 0.04148775711655617, 0.04370652884244919, 0.015790054574608803, 0.006433736067265272, -0.03921780362725258, 0.01039659883826971, -0.030455539003014565, -0.08098423480987549, -0.038547586649656296, 0.00461183674633503, -0.02508092299103737, 0.003318001050502062, -0.032090771943330765, -0.02484997548162937, -0.09108277410268784, 0.10872361063957214, -0.04421241208910942, -0.0430062860250473, 0.010962139815092087, 0.0018033023225143552, -0.01637478731572628, -0.02239288203418255, -0.06715863198041916, 0.02782979980111122, -0.001187712769024074, 0.02333974465727806, -0.07606891542673111, 0.07993368059396744, 0.08082661777734756, -0.05117722600698471, 0.09485559910535812, 0.034057971090078354, -0.06793270260095596, -0.05713919550180435, 0.011874805204570293, 0.024850841611623764, -0.024695362895727158, -0.027310200035572052, 0.0006059245206415653, 0.018195386976003647, -0.008311718702316284, 0.02769974060356617, 0.009261648170650005, 0.0028367394115775824, -0.00708318967372179, -0.3616259694099426, -0.036308515816926956, -0.013196459040045738, 0.006448090076446533, 0.03790213540196419, -0.048781901597976685, -0.0072643752209842205, 0.018000775948166847, -0.01615099050104618, -0.016117393970489502, 0.04762670397758484, -0.020444456487894058, 0.006242266856133938, -0.09828443825244904, 0.005879941396415234, -0.022376812994480133, -0.06080697476863861, -0.04719054326415062, -0.03409433364868164, 0.023449094966053963, -0.031561657786369324, 0.022981535643339157, -0.01124668400734663, -0.06449081748723984, 0.01729504019021988, -0.030124124139547348, 0.06581517308950424, 0.0043558357283473015, 0.06547684967517853, -0.013404108583927155, 0.04473920539021492, 0.025405555963516235, 0.0221574604511261, -0.05887860804796219, -0.007026989944279194, 0.01640796847641468, -0.006268798373639584, -0.016936685889959335, 0.026393821462988853, -0.04476908966898918, -0.03267372399568558, 0.04388657584786415, -0.050163593143224716, -0.060018666088581085, -0.04743506759405136, 0.007770904339849949, -0.024465298280119896, 0.009990563616156578, -0.05310259014368057, 0.0803758054971695, 0.027339981868863106, -0.012847048230469227, -0.010584158822894096, -0.006768825463950634, 0.007857777178287506, -0.03812026605010033, -0.07881896197795868, 0.02856825292110443, 0.02269209362566471, -0.016006071120500565, 0.05040838569402695, 0.08785068988800049, 0.03737776726484299, -0.044710204005241394, -0.018895801156759262, -0.005931560415774584, 0.013413828797638416, -0.03725159913301468, 0.04355908930301666, 0.00442985026165843, -0.012550479732453823, 0.09330832958221436, -0.01847958005964756, 0.01893370784819126, 0.027543997392058372, 0.010900772176682949, -0.005745351314544678, -0.011971956118941307, -0.012172429822385311, -0.0038166178856045008, 0.01948951929807663, -0.008759862743318081, 0.03864557296037674, -0.021785322576761246, -0.0054840887896716595, 0.014730350114405155, -0.022876493632793427, -0.011492096818983555, 0.06951674818992615, 0.015116478316485882, -0.05523456633090973, 0.023943718522787094, -0.025249550119042397, -0.05520353838801384, 0.06106026843190193, 0.013363671489059925, -0.23189564049243927, -0.0029679560102522373, 0.054977744817733765, 0.06183324381709099, -0.021702086552977562, 0.03602856025099754, 0.01929096132516861, -0.05062894895672798, 0.009117575362324715, -0.001563360565342009, 0.027989765629172325, 0.041436824947595596, 0.03664441406726837, -0.0032785942312330008, 0.03336706757545471, -0.02410864643752575, 0.04076609015464783, -0.015982046723365784, 0.009934239089488983, -0.019604848697781563, 0.036358967423439026, 0.007695085369050503, 0.1726294755935669, -0.0018444332526996732, 0.007708220276981592, 0.04322434961795807, 0.0273132361471653, 0.021068260073661804, 0.057658128440380096, 0.0077612679451704025, -0.003161204047501087, -0.011304221116006374, 0.018134012818336487, 0.008544600568711758, 0.0355609655380249, -0.06973042339086533, -0.030447503551840782, 0.011482510715723038, 0.04083774611353874, -0.007655175402760506, 0.007247065659612417, 0.007496977224946022, -0.01886000670492649, 0.03334986791014671, 0.09866965562105179, -0.00032748983358033, -0.010981177911162376, -0.0461939200758934, -0.056856002658605576, -0.007456120569258928, -0.032352469861507416, -0.054643332958221436, 0.018562303856015205, -0.011683817952871323, -0.005526119843125343, 0.07718337327241898, 0.01860688626766205, -0.005121050868183374, -0.005171327386051416, 0.009790037758648396, 0.005583988968282938, -0.012595374137163162, 0.1404075026512146, 0.07511232048273087, 0.022704729810357094 ]
[ -0.011737844906747341, 0.006895518861711025, 0.014206050895154476, 0.005186901427805424, -0.020112738013267517, -0.00721362978219986, -0.0002820379741024226, 0.03306702524423599, -0.012241311371326447, 0.003973121289163828, 0.0008176413248293102, 0.030827797949314117, 0.04747224971652031, -0.011678521521389484, 0.0037639467045664787, -0.01412671897560358, 0.0026350265834480524, -0.006681403610855341, 0.03607068583369255, -0.001470162533223629, -0.0253360103815794, 0.024912146851420403, 0.021358611062169075, 0.00442881416529417, -0.0230573583394289, 0.02989361621439457, -0.014520648866891861, 0.013397308997809887, 0.014403578825294971, -0.13049262762069702, -0.010689375922083855, -0.03918299078941345, -0.011635810136795044, -0.005228080321103334, -0.02928578294813633, -0.01365775614976883, 0.007634432520717382, 0.006844449322670698, -0.005968266166746616, -0.005422886926680803, -0.002265720162540674, -0.01729978248476982, 0.0043678502552211285, 0.005698072724044323, -0.00892192218452692, -0.006599605083465576, 0.007440714165568352, -0.015321575105190277, -0.018723178654909134, -0.038164809346199036, -0.011692654341459274, -0.007648346479982138, 0.012338848784565926, 0.003950036130845547, 0.022431358695030212, -0.006232140120118856, -0.02413351647555828, -0.0027837571687996387, 0.01953471451997757, -0.005826642736792564, -0.003580973017960787, 0.004547353833913803, -0.020983777940273285, -0.023564208298921585, 0.01933285966515541, -0.020347272977232933, 0.014169388450682163, 0.013736438006162643, -0.001745531684719026, 0.0004206007579341531, -0.033832136541604996, 0.03944678604602814, -0.02686206065118313, 0.015344211831688881, 0.0064023458398878574, 0.044461172074079514, 0.014976725913584232, 0.003831256181001663, 0.009302958846092224, 0.011510460637509823, -0.0434514656662941, 0.002621387830004096, 0.025446994230151176, 0.006472576875239611, 0.00940957386046648, -0.016085699200630188, 0.006460070144385099, 0.018786413595080376, 0.01078833919018507, 0.0006440392462536693, -0.010243837721645832, 0.03009028546512127, -0.044649578630924225, 0.03137461841106415, -0.049192700535058975, 0.013141902163624763, -0.019902585074305534, -0.01775027997791767, 0.016863683238625526, 0.867683470249176, 0.007247947156429291, 0.006413085386157036, 0.047409553080797195, 0.037265345454216, -0.0021260527428239584, -0.026054607704281807, -0.0032130847685039043, -0.003439198946580291, 0.030026908963918686, -0.06261900067329407, 0.028420113027095795, 0.012908882461488247, 0.018258674070239067, 0.024717941880226135, 0.0038467207923531532, 0.01537933386862278, -0.016855496913194656, 0.013389434665441513, -0.005711530335247517, 0.008319574408233166, 0.0037074254360049963, 0.01733853854238987, 0.016911108046770096, 0.019794518128037453, 0.03805316239595413, -0.15659445524215698, 0.030871421098709106, -9.044924301690618e-33, 0.04199250414967537, -0.013432933017611504, 0.003297568764537573, -0.004204808734357357, 0.025122197344899178, 0.007597839925438166, 0.0350082702934742, 0.046245966106653214, 0.02219887636601925, -0.058222200721502304, 0.007032589986920357, -0.03131300210952759, 0.008650382049381733, -0.02152860537171364, 0.024510381743311882, -0.00002206512726843357, -0.01139517966657877, 0.0468265637755394, -0.001872670603916049, 0.03439299762248993, 0.03725697845220566, 0.030619807541370392, -0.0044444892555475235, -0.027679238468408585, 0.00247899629175663, 0.0277091134339571, 0.02274339273571968, 0.030303727835416794, -0.01697644032537937, -0.039941832423210144, -0.016426635906100273, 0.04480753466486931, -0.03863166645169258, 0.0025063741486519575, 0.02668660506606102, -0.046851690858602524, -0.028068332001566887, 0.011345479637384415, -0.02814769744873047, -0.035035233944654465, -0.017460061237215996, -0.008005558513104916, -0.027952207252383232, 0.006056361831724644, -0.010196607559919357, -0.037030354142189026, -0.02584884874522686, 0.009409300982952118, 0.05231200158596039, -0.031893398612737656, 0.002768693258985877, 0.01723579131066799, 0.02217192016541958, -0.018388984724879265, -0.01302309799939394, 0.0407896563410759, 0.012641765177249908, 0.0013727120822295547, 0.016486987471580505, 0.034486204385757446, -0.019852228462696075, -0.003271430963650346, -0.039695024490356445, 0.02795928157866001, -0.00818558968603611, -0.02361352927982807, 0.007281560450792313, 0.001187736401334405, 0.015566998161375523, -0.011755702085793018, -0.03147417679429054, -0.029574299231171608, -0.04991026595234871, 0.013123990036547184, -0.008343162946403027, -0.00542085338383913, -0.006578689906746149, 0.030523978173732758, -0.018356148153543472, 0.022902201861143112, -0.012613173574209213, -0.008197400718927383, -0.016069533303380013, -0.034370552748441696, 0.012685643509030342, -0.013857563026249409, 0.007704983465373516, -0.03627026826143265, -0.010638114996254444, -0.00870437454432249, 0.01633446291089058, 0.01799059845507145, -0.013175619766116142, -0.00872009340673685, -0.0039167627692222595, 9.11648766308471e-33, -0.0019253733335062861, -0.008485918864607811, -0.018617289140820503, 0.017283136025071144, 0.02120782993733883, -0.0033317026682198048, 0.028100818395614624, -0.001375147607177496, -0.06015576049685478, 0.03753529116511345, -0.019008684903383255, 0.01373510155826807, -0.021038856357336044, 0.020834481343626976, -0.015079116448760033, -0.035811394453048706, 0.04475817456841469, -0.018277855589985847, 0.05222867801785469, -0.014843029901385307, 0.02956334687769413, 0.008268280886113644, 0.0111127570271492, -0.017942877486348152, -0.018443159759044647, 0.048083506524562836, -0.013207678683102131, 0.01935547962784767, -0.0009945770725607872, -0.01483889203518629, -0.0010260751005262136, -0.018357431516051292, 0.02335786633193493, 0.004451771732419729, 0.019283343106508255, 0.04532990977168083, 0.005378405097872019, -0.005462495144456625, -0.001201918814331293, -0.0031971223652362823, 0.044335633516311646, -0.0005511030904017389, 0.014557820744812489, 0.03223324567079544, 0.015933239832520485, 0.0011419623624533415, 0.028107309713959694, -0.035753075033426285, -0.03707525134086609, 0.02042522467672825, 0.002760877599939704, 0.010010450147092342, 0.019788255915045738, 0.03344041481614113, -0.010756789706647396, -0.013509541749954224, -0.019791992381215096, 0.0053404876962304115, -0.028683338314294815, 0.04131346568465233, -0.00830929633229971, 0.007710388861596584, -0.03360366448760033, 0.021898027509450912, -0.03810210898518562, -0.010814120061695576, -0.02547438256442547, -0.009230162017047405, -0.007250423077493906, 0.011801694519817829, -0.03511936217546463, -0.0034865636844187975, 0.016551174223423004, 0.020508132874965668, 0.041536662727594376, -0.02284516952931881, -0.019437996670603752, -0.005751464050263166, -0.005848388187587261, -0.0061059617437422276, 0.010866384021937847, -0.036408282816410065, -0.013297565281391144, 0.004028982017189264, -0.018233828246593475, 0.0037792061921209097, 0.006017440464347601, 0.02337200939655304, 0.009928060695528984, -0.01252400316298008, -0.01597287878394127, 0.010547627694904804, -0.01280517689883709, 0.016327427700161934, 0.0023783943615853786, -1.4144645454905458e-8, -0.0003603104269132018, 0.017105652019381523, -0.024278780445456505, 0.03926987200975418, 0.0007775092381052673, -0.020838119089603424, -0.01166562084108591, -0.013204513117671013, -0.05441775172948837, 0.007427287753671408, 0.02872498892247677, -0.018377982079982758, -0.0015132772969081998, 0.004741021431982517, -0.008905472233891487, -0.07847844064235687, -0.044786237180233, -0.0017128298059105873, 0.005796749144792557, 0.004777178633958101, 0.021724442020058632, 0.05317246913909912, -0.0022254460491240025, 0.02529366873204708, 0.022974055260419846, 0.02024688571691513, 0.018444856628775597, -0.08383018523454666, -0.025611674413084984, -0.003692180383950472, -0.01488264836370945, -0.03590204939246178, -0.03993380442261696, 0.009776602499186993, -0.03038128651678562, -0.0170917809009552, 0.0021660563070327044, 0.0243371669203043, 0.041274115443229675, -0.018513713032007217, -0.010799678042531013, 0.008004694245755672, 0.01281888596713543, -0.02308550849556923, 0.009527051821351051, 0.016587993130087852, -0.05704086646437645, 0.010257101617753506, 0.004391717258840799, -0.030472533777356148, 0.006198927294462919, 0.003386674216017127, 0.011248871684074402, 0.00572396581992507, 0.010720781050622463, -0.02085716277360916, 0.026776080951094627, -0.005533712916076183, -0.03236081451177597, -0.01752726547420025, 0.020135536789894104, 0.008568763732910156, -0.0059539093635976315, -0.029582779854536057 ]
tdd-mock-expectations-in-setup
https://markhneedham.com/blog/2008/12/19/tdd-mock-expectations-in-setup
false
2008-12-21 17:43:21
Try it and see what happens
[ "software-development" ]
[ "Software Development" ]
Another of the ideas I have picked up from my http://www.markhneedham.com/blog/2008/11/19/the-toyota-way-book-review/[lean] http://www.markhneedham.com/blog/2008/12/20/lean-software-development-book-review/[reading] is that of *trying things out without understanding exactly what is happening*. Or as The Toyota Way puts it... ____ There are many things one doesn't understand and therefore, we ask them why don't you just go ahead and take action; try to do something? ____ This is an approach which several colleagues I have worked with recently have been encouraging me to follow. I am generally quite inquisitive and want to understand why something works as well as actually getting it to work, and while I wouldn't want to encourage not reading the manual, taking this approach is sometimes less effective because it slows down our feedback cycle and, particularly when pairing, can be a less effective way of getting to a solution. http://www.brazencareerist.com/2008/12/05/fail-early-fail-often-living-by-the-gamer-s-mantra[Failing early and failing fast] is particularly important when pairing, and that is exactly what this approach encourages. The 'try it and see' approach is particularly effective when working with some open source software when the best way to find out how it works is to use it rather than to rely on the documentation which may not be completely up to date anyway. From my experiences so far I think it *works best when we have some sort of direction* over what we want to do and how we want to do it. If we don't have any direction then looking in the manual might be more effective.
null
null
[ 0.02960692159831524, 0.001423157867975533, -0.006902167573571205, 0.032034728676080704, 0.08135266602039337, 0.034029535949230194, 0.020627254620194435, 0.04355785995721817, 0.04133324325084686, -0.026113394647836685, 0.001873876666650176, 0.011761764995753765, -0.04442567750811577, 0.006548234727233648, -0.05833530053496361, 0.06992058455944061, 0.06535938382148743, -0.00028285617008805275, 0.02365122362971306, 0.017775312066078186, 0.030742397531867027, 0.09342077374458313, 0.026086434721946716, 0.02964489534497261, 0.058884572237730026, 0.007078542374074459, 0.02642168290913105, -0.0024023884907364845, -0.058807291090488434, -0.021474823355674744, 0.03925652801990509, 0.003812249982729554, 0.00485816178843379, -0.010366071946918964, 0.03154585883021355, -0.024538638070225716, -0.015053488314151764, 0.0212637297809124, 0.018246568739414215, 0.0031842330936342478, -0.07384848594665527, 0.050055570900440216, -0.020998192951083183, 0.0030209841206669807, -0.03241267427802086, 0.013517182320356369, -0.04558588191866875, 0.0108514204621315, 0.011308657936751842, -0.0321228988468647, -0.05283208191394806, 0.034829121083021164, 0.021185850724577904, 0.005155276507139206, 0.004350085277110338, 0.048940617591142654, 0.0005714524304494262, -0.062179431319236755, 0.009755519218742847, -0.0323791578412056, -0.013461905531585217, -0.015185695141553879, -0.005607342813163996, 0.025190100073814392, 0.058849457651376724, -0.054633717983961105, 0.005856740288436413, 0.05475930497050285, -0.03396449238061905, 0.011386808939278126, -0.04374333471059799, 0.025938959792256355, -0.02168653905391693, 0.0062076677568256855, 0.0013496123719960451, -0.05604993924498558, 0.014968138188123703, 0.08129975199699402, 0.04074493795633316, 0.03572492673993111, -0.013199586421251297, 0.0301164910197258, -0.0025829861406236887, 0.021283505484461784, -0.026166711002588272, -0.030277041718363762, 0.026620827615261078, -0.011356436647474766, -0.05969923362135887, 0.06658168137073517, -0.01432439498603344, -0.07101285457611084, 0.0040869941003620625, 0.025465749204158783, -0.02965056709945202, 0.0004279667919036001, 0.03648056834936142, 0.02878732793033123, -0.0088643254712224, -0.02715478464961052, -0.008391350507736206, -0.019027570262551308, 0.0010782000608742237, 0.021647486835718155, -0.07384539395570755, 0.0037827135529369116, -0.0016659217653796077, -0.015073712915182114, -0.007375767454504967, 0.014317571185529232, -0.03695797920227051, 0.02625698782503605, -0.04004962742328644, 0.016246704384684563, -0.07610117644071579, 0.06256406754255295, -0.008092338219285011, -0.04900119826197624, -0.017992202192544937, 0.0019041610648855567, 0.03739146515727043, 0.02198999561369419, -0.004679132718592882, 0.06841501593589783, 0.008014220744371414, 0.028222423046827316, -0.03824146091938019, 0.045306507498025894, -0.021097010001540184, -0.06097467988729477, 0.006973601412028074, 0.04779782146215439, -0.035485412925481796, -0.01595955714583397, 0.002502862364053726, -0.02660983055830002, 0.028093671426177025, 0.021259386092424393, 0.012461105361580849, 0.04670313000679016, -0.013326451182365417, -0.026130910962820053, 0.026424013078212738, 0.012055314145982265, 0.0213689636439085, 0.014926731586456299, -0.0023549124598503113, -0.012105786241590977, -0.06378792226314545, -0.015998905524611473, 0.02825877256691456, 0.014517574571073055, 0.014823692850768566, -0.04197722673416138, 0.032793138176202774, 0.07700719684362411, 0.009880323894321918, 0.039479468017816544, -0.009232745505869389, 0.02616688795387745, 0.027351519092917442, 0.020036961883306503, 0.015173899941146374, 0.011355152353644371, 0.010609790682792664, -0.013469255529344082, 0.010062388144433498, 0.03890744596719742, 0.00495061744004488, -0.004102977458387613, -0.053657133132219315, -0.045560069382190704, 0.02754840813577175, -0.05668904259800911, -0.0035679650027304888, 0.039357803761959076, 0.08329084515571594, 0.056198108941316605, 0.03219016268849373, 0.0003845938481390476, -0.07295960187911987, 0.03838181495666504, 0.027633050456643105, 0.009388749487698078, 0.014078228734433651, -0.028693020343780518, 0.06039578467607498, 0.028260093182325363, -0.010161226615309715, 0.044555727392435074, -0.08567626774311066, -0.1047632247209549, -0.010020597837865353, -0.035346511751413345, 0.04770286753773689, -0.031391967087984085, 0.01889864169061184, 0.0652279257774353, 0.005745899863541126, 0.06083380803465843, 0.03186655789613724, -0.018300576135516167, 0.016438011080026627, -0.056699637323617935, -0.02940245345234871, 0.04668644443154335, 0.04576929286122322, -0.0005809523863717914, -0.044557955116033554, 0.0032588650938123465, -0.0311213918030262, -0.02537519857287407, 0.030605047941207886, -0.006588601041585207, 0.04682686924934387, 0.008672012016177177, 0.0711621344089508, -0.017028644680976868, 0.04815004765987396, -0.031034495681524277, 0.0002617313002701849, 0.016379233449697495, -0.0199934933334589, 0.02700689807534218, -0.001040243892930448, 0.10296329110860825, 0.07749904692173004, -0.041946060955524445, -0.07057735323905945, 0.027703914791345596, 0.02659768797457218, -0.048052676022052765, 0.016463706269860268, -0.005034997593611479, 0.020085686817765236, 0.01025215070694685, -0.05891763046383858, -0.03719928488135338, 0.025542384013533592, -0.05523902550339699, 0.015641476958990097, 0.04278524965047836, -0.022194433957338333, 0.060003869235515594, 0.012696054764091969, -0.007329979911446571, -0.03011382184922695, 0.008203658275306225, -0.0656401515007019, 0.021287601441144943, -0.005498811136931181, -0.022175801917910576, 0.05963669717311859, -0.017261210829019547, -0.03947874531149864, -0.030767396092414856, -0.030534571036696434, 0.008558578789234161, 0.06616823375225067, 0.05547359585762024, -0.025882411748170853, 0.06030832976102829, -0.009684253484010696, 0.043833862990140915, 0.021458948031067848, -0.0318802148103714, -0.038436077535152435, -0.0377732589840889, -0.028417019173502922, 0.02789592556655407, 0.006513942964375019, 0.014869185164570808, 0.007917660288512707, 0.012661010958254337, -0.034831587225198746, -0.023063162341713905, 0.02451404556632042, 0.03108472004532814, 0.0012189859990030527, -0.02686499059200287, -0.005993545055389404, 0.046428754925727844, -0.03281666338443756, 0.0014386419206857681, -0.008191430941224098, -0.0763946995139122, 0.0587603785097599, -0.0537651963531971, -0.044666264206171036, -0.02329033799469471, 0.004631492774933577, 0.03601467236876488, -0.01052006147801876, 0.029037760570645332, 0.07012420892715454, 0.0335722416639328, 0.006903706584125757, -0.006428462453186512, 0.01522209495306015, 0.0490683950483799, 0.03177301213145256, -0.02372382953763008, 0.06926615536212921, 0.00935384538024664, -0.008748361840844154, -0.05835188180208206, 0.055490393191576004, -0.026030980050563812, -0.2947023808956146, 0.04362334683537483, 0.013012804090976715, -0.05351334810256958, 0.046716995537281036, -0.026362068951129913, -0.002474965527653694, -0.05916812643408775, -0.02697097696363926, 0.02734173834323883, -0.0388009287416935, -0.032285116612911224, -0.023782139644026756, 0.023884596303105354, -0.006087879650294781, 0.030552729964256287, 0.038089945912361145, -0.0376831516623497, 0.01721944287419319, 0.06728572398424149, -0.018036816269159317, -0.07389471679925919, -0.0046091228723526, 0.046485573053359985, 0.03856967017054558, 0.06141376867890358, -0.08076140284538269, 0.05316590145230293, -0.04149387404322624, 0.015409508720040321, 0.002155805006623268, 0.016473811119794846, -0.015238877385854721, -0.011577808298170567, -0.0057441480457782745, -0.00353221339173615, 0.03581985831260681, -0.0034637702628970146, -0.001085119554772973, 0.01882176473736763, -0.020982148125767708, -0.01401720754802227, 0.012265973724424839, 0.024253135547041893, 0.06276067346334457, 0.002522641560062766, -0.07966750115156174, 0.0010107114212587476, -0.031392473727464676, 0.08998436480760574, -0.04147372394800186, -0.02336159721016884, -0.020138433203101158, 0.03153608739376068, 0.012432744726538658, -0.004864695016294718, 0.003870429238304496, -0.03193654492497444, -0.02271096222102642, -0.03470257297158241, -0.020986316725611687, -0.045157723128795624, -0.020830700173974037, -0.04735270515084267, -0.028191253542900085, -0.062044259160757065, -0.04835560545325279, -0.022871971130371094, 0.051410701125860214, 0.010957874357700348, -0.050304800271987915, 0.008583704009652138, 0.006230661645531654, -0.10293186455965042, -0.010913247242569923, 0.003478627884760499, -0.02423929050564766, 0.013876066543161869, 0.0040456452406942844, 0.04403295740485191, -0.029616333544254303, -0.051519524306058884, 0.016590001061558723, 0.004360325634479523, 0.035183463245630264, 0.006590717937797308, 0.048660196363925934, 0.02206459827721119, -0.015240970999002457, 0.01860610581934452, 0.06748401373624802, -0.003960084170103073, -0.03676619380712509, -0.03923667222261429, 0.03743089735507965, 0.004031551070511341, 0.021733049303293228, -0.010999342426657677, 0.00783989392220974, 0.009359658695757389, 0.0031418013386428356, -0.05952075868844986, 0.030670741572976112, 0.00002777654844976496, -0.004638211335986853, -0.031763143837451935, -0.052894141525030136, 0.025648100301623344, 0.04665263369679451, 0.019556617364287376, -0.003327977145090699, -0.01810321770608425, 0.018766507506370544, -0.017982298508286476, -0.026891319081187248, -0.027269456535577774, -0.008349567651748657, 0.04575696960091591, -0.012350727804005146, -0.00536431185901165, -0.05908726900815964, -0.012268534861505032, -0.0225943885743618, -0.01393175683915615, -0.06614480912685394, -0.0054822578094899654, -0.019237102940678596, -0.03010939620435238, 0.008879149332642555, 0.03610125929117203, -0.013698087073862553, 0.027039412409067154, 0.055103715509176254, -0.03648598864674568, -0.01238033827394247, -0.04187247157096863, -0.057255711406469345, -0.021138958632946014, -0.020300444215536118, 0.0016439189203083515, -0.018556352704763412, 0.02174866944551468, -0.011192943900823593, 0.01644333079457283, 0.026286009699106216, 0.02548236772418022, 0.00700085936114192, -0.01573544554412365, 0.010226927697658539, 0.035203028470277786, 0.008841514587402344, -0.08189106732606888, 0.022019775584340096, -0.02764257974922657, -0.006600718479603529, -0.014356684871017933, 0.01591627113521099, -0.013429176062345505, -0.03134335204958916, -0.011706134304404259, 0.017166517674922943, -0.04532293602824211, -0.04699404537677765, -0.02861810475587845, 0.026598839089274406, 0.06171509250998497, -0.004594485275447369, 0.009350655600428581, -0.020245688036084175, -0.010286233387887478, 0.011559651233255863, -0.016572793945670128, -0.04898188263177872, -0.019879881292581558, 0.0002926549641415477, 0.010550171136856079, 0.01225777342915535, 0.0002991866786032915, 0.03541218489408493, -0.012833768501877785, -0.01829877682030201, -0.05242196470499039, 0.005831598304212093, -0.00033233387512154877, 0.0322912335395813, -0.003104102797806263, -0.001719617866910994, -0.006542535033077002, -0.013123148120939732, -0.029844962060451508, -0.04562542214989662, 0.0004271407669875771, 0.000016812145986477844, 0.01821785606443882, -0.04343416541814804, -0.07007657736539841, 0.04360170289874077, 0.015780450776219368, -0.0004429437394719571, 0.05220929533243179, -0.021760592237114906, -0.007784946355968714, -0.032389506697654724, 0.02286301739513874, 0.08313165605068207, -0.05975446105003357, -0.01086710300296545, -0.006502307020127773, -0.009017625823616982, 0.0034379891585558653, -0.019593585282564163, -0.045165520161390305, -0.025701040402054787, -0.0399007573723793, 0.0021541628520935774, -0.08656959235668182, -0.03387145698070526, -0.034115467220544815, 0.008506755344569683, 0.012723888270556927, 0.01033424586057663, -0.02834560163319111, -0.019852738827466965, -0.017094992101192474, 0.011057117953896523, -0.0016315537504851818, -0.03795791417360306, -0.007982896640896797, 0.01982107013463974, -0.025900745764374733, -0.025102028623223305, -0.0365537665784359, 0.03228557109832764, 0.014118712395429611, -0.03906364366412163, -0.006950569339096546, -0.038757260888814926, 0.007328964304178953, 0.008246359415352345, 0.04577508196234703, -0.0028403643518686295, -0.001938906847499311, -0.043098822236061096, 0.00592114869505167, -0.0466279461979866, 0.002444106386974454, -0.03037259913980961, -0.01725904643535614, 0.014276226982474327, 0.07160167396068573, 0.004148438107222319, 0.026935720816254616, -0.012507752515375614, -0.0343945287168026, 0.047521498054265976, -0.06769928336143494, -0.03633113577961922, -0.019374998286366463, -0.058093104511499405, -0.007665944751352072, -0.0015672793379053473, 0.014620925299823284, -0.03582615405321121, 0.052976083010435104, 0.005739507265388966, 0.04591415077447891, 0.02634778432548046, 0.018862418830394745, 0.028231780976057053, -0.07083392143249512, -0.011377842165529728, -0.06770859658718109, 0.003744578454643488, 0.019235679879784584, -0.009436989203095436, -0.0340847373008728, 0.005551953334361315, -0.020039420574903488, 0.04761594906449318, -0.07285673171281815, -0.019207386299967766, 0.03893968462944031, -0.011806697584688663, -0.015206531621515751, 0.007838168181478977, -0.06085088476538658, 0.029643449932336807, 0.02848423831164837, -0.03902893513441086, -0.03277759253978729, -0.038823217153549194, 0.05081016197800636, 0.009032311849296093, 0.029406839981675148, -0.04160663112998009, 0.00008344923844560981, 0.07267972826957703, 0.007909522391855717, -0.030166327953338623, 0.03609161451458931, -0.0007523163803853095, 0.040484718978405, 0.0463126115500927, 0.027673663571476936, -0.01526683010160923, -0.0001751014933688566, -0.004004205577075481, -0.06090455874800682, 0.05060797557234764, 0.0023870966397225857, -0.013711834326386452, -0.005153336096554995, 0.04284382238984108, 0.023883787915110588, -0.039461493492126465, -0.06165032833814621, 0.006743241101503372, -0.052862487733364105, -0.012971139512956142, -0.0033992412500083447, 0.0036076970864087343, -0.016847483813762665, 0.043534595519304276, -0.010084730572998524, 0.011413655243813992, 0.04673992469906807, -0.0025219451636075974, -0.009091470390558243, -0.01801348850131035, 0.07740107923746109, 0.0743517205119133, 0.06270304322242737, 0.01131764892488718, 0.08012540638446808, 0.006280315108597279, -0.033935558050870895, 0.02563992515206337, -0.02725384198129177, -0.010113336145877838, -0.044170573353767395, 0.021685369312763214, 0.04539985582232475, -0.011195944622159004, 0.05026572197675705, -0.008684840053319931, -0.014201623387634754, -0.01239350251853466, 0.047322750091552734, -0.011393127031624317, 0.043853532522916794, 0.01594511605799198, -0.0031001707538962364, -0.022275755181908607, -0.04111674055457115, 0.01381586492061615, -0.042714156210422516, -0.009318310767412186, 0.014913822524249554, -0.0042136358097195625, 0.028312046080827713, 0.012240955606102943, 0.016106873750686646, 0.08301448076963425, -0.04564652219414711, 0.04020219296216965, 0.010373118333518505, 0.04154881834983826, -0.0335969403386116, 0.012523267418146133, -0.012343458831310272, -0.019335562363266945, -0.0016519516939297318, -0.013028071261942387, -0.022608328610658646, -0.00328438775613904, -0.004383061546832323, 0.028622103855013847, -0.02314797043800354, 0.0005709326360374689, 0.03057829476892948, 0.009227985516190529, -0.0349765308201313, -0.046938881278038025, -0.03734781593084335, -0.027656923979520798, -0.017512882128357887, -0.008777101524174213, 0.030872518196702003, -0.004479382187128067, -0.046852581202983856, -0.011643219739198685, -0.005460192449390888, -0.034381259232759476, 0.023454997688531876, -0.062151048332452774, -0.02983938343822956, 0.0037261927500367165, 0.02896091714501381, 0.02905939891934395, 0.02121794782578945, 0.043652623891830444, 0.01565556786954403, -0.02517767623066902, -0.014476633630692959, 0.020886095240712166, 0.03293757885694504, 0.007705098483711481, 0.03720635920763016, -0.0780152976512909, 0.02147953025996685, 0.028734639286994934, -0.001474142773076892, -0.06352249532938004, 0.015190910547971725, 0.0018433955265209079, -0.03264103829860687, 0.04698995128273964, -0.008833041414618492, 0.014543208293616772, -0.027843965217471123, -0.009052641689777374, -0.006557396147400141, 0.026905616745352745, 0.030093390494585037, -0.03291195631027222, 0.07989812642335892, 0.026037676259875298, 0.004466925747692585, -0.050306979566812515, -0.0076739974319934845, 0.013494218699634075, -0.0019440932665020227, -0.01997806504368782, -0.049358367919921875, -0.011948836036026478, -0.0848325565457344, -0.027444060891866684, 0.018662702292203903, -0.009660334326326847, -0.014566903002560139, 0.04157304763793945, 0.005772932432591915, -0.03249316290020943, 0.015027182176709175, -0.028456365689635277, 0.009349994361400604, -0.0155721977353096, 0.003665005322545767, 0.021394968032836914, 0.015465849079191685, -0.008880619890987873, 0.0015484686009585857, -0.0018349008169025183, -0.05000877007842064, 0.03338062763214111, 0.0029174908995628357, 0.0377865806221962, 0.03380893915891647, 0.003732906887307763, -0.022373802959918976 ]
[ -0.09632095694541931, -0.02135045826435089, -0.015170812606811523, -0.0253203846514225, 0.029454292729496956, -0.02302437275648117, -0.013092128559947014, 0.03416987136006355, -0.023044528439641, -0.03351413831114769, 0.016332345083355904, -0.02654990367591381, 0.006565455812960863, -0.026265239343047142, 0.07911989837884903, -0.003433004952967167, -0.004837973043322563, -0.06177948787808418, 0.027644623070955276, 0.01529239397495985, 0.0039316932670772076, -0.02734387293457985, -0.051405541598796844, -0.016391213983297348, 0.031177926808595657, 0.03043818287551403, 0.03401755169034004, -0.03740527480840683, -0.008054112084209919, -0.1714899092912674, 0.0012714797630906105, 0.011294117197394371, 0.0632999911904335, -0.0286388136446476, -0.016570890322327614, 0.08067472279071808, 0.010656449012458324, 0.015588470734655857, -0.010404369793832302, 0.005288930144160986, 0.022927938029170036, 0.01498373132199049, -0.022595610469579697, -0.028520110994577408, 0.0034296242520213127, 0.008571102283895016, 0.026817630976438522, -0.025788774713873863, -0.003933414351195097, -0.0012855568202212453, -0.07545656710863113, -0.034646376967430115, -0.006106417626142502, -0.04423382133245468, -0.011535506695508957, 0.04053804650902748, 0.04676077142357826, 0.05705755203962326, -0.002237639157101512, 0.02327587455511093, 0.03740951418876648, -0.020461050793528557, -0.14759023487567902, 0.07121574878692627, 0.05646536499261856, 0.053949035704135895, -0.03576793894171715, 0.007350865751504898, -0.001280938507989049, 0.0931553766131401, 0.031033528968691826, -0.0197755079716444, -0.043230317533016205, 0.0470108836889267, 0.0031673472840338945, 0.013943424448370934, 0.014156597666442394, 0.025957725942134857, 0.023959238082170486, -0.05714248865842819, -0.03673502430319786, 0.019816501066088676, -0.012061801739037037, 0.0034255925565958023, -0.06011040881276131, 0.015796760097146034, 0.004857531748712063, 0.043569646775722504, 0.05874200537800789, 0.03447718545794487, 0.044138576835393906, 0.0304150078445673, 0.02831372618675232, -0.03031010925769806, -0.060340531170368195, -0.010176711715757847, -0.004719626158475876, -0.0034478572197258472, -0.04402220621705055, 0.42215248942375183, -0.029402948915958405, -0.009821896441280842, 0.07754916697740555, 0.035925231873989105, 0.01803210936486721, -0.014254488982260227, 0.005569335538893938, -0.030027713626623154, 0.04582948982715607, -0.019894450902938843, 0.054249417036771774, 0.021879272535443306, 0.056585293263196945, -0.047288816422224045, 0.004955220501869917, 0.048597242683172226, 0.014080372639000416, 0.03076099418103695, 0.0034104424994438887, -0.014962499961256981, -0.022753078490495682, -0.005209434311836958, 0.038392066955566406, -0.010918607003986835, -0.04145025834441185, -0.051349569112062454, 0.027666356414556503, 0.04114547371864319, 0.03569548949599266, -0.013118980452418327, 0.0721331536769867, -0.0770859345793724, -0.07005475461483002, -0.0068087889812886715, 0.00038468229467980564, 0.0006392867071554065, 0.023452388122677803, -0.023735204711556435, -0.0017360808560624719, 0.05707734078168869, 0.03206257522106171, -0.004820936359465122, 0.021717453375458717, -0.05001673847436905, -0.020495494827628136, 0.120303675532341, 0.01847865991294384, -0.045384153723716736, -0.02030503749847412, -0.016573579981923103, 0.022419318556785583, 0.023408709093928337, -0.0037097404710948467, -0.07834941893815994, 0.039447709918022156, -0.004062216263264418, 0.12527039647102356, -0.019334619864821434, -0.05903902277350426, 0.016220569610595703, -0.0501626580953598, -0.016543246805667877, -0.07589194178581238, 0.016955526545643806, 0.06391040980815887, -0.09592492133378983, -0.008623023517429829, -0.0014797098701819777, 0.015382465906441212, -0.05459211766719818, -0.011098144575953484, 0.02647130936384201, -0.011391076259315014, 0.0181308314204216, 0.0647444874048233, -0.02961188182234764, -0.04512445256114006, 0.013116888701915741, 0.04901286959648132, 0.02309246174991131, 0.020275577902793884, 0.018858516588807106, -0.012049593031406403, -0.00013770796067547053, -0.02013338729739189, -0.05681098997592926, -0.04083060100674629, -0.004455059766769409, -0.029742177575826645, -0.009068123064935207, -0.009183943271636963, -0.029745634645223618, -0.08880143612623215, 0.11057895421981812, -0.04073386639356613, -0.030377116054296494, -0.012218787334859371, -0.011145300231873989, -0.03365518897771835, -0.016852157190442085, -0.07876230776309967, 0.02073807455599308, -0.013917547650635242, -0.004668313544243574, -0.0477706603705883, 0.025530250743031502, 0.030058281496167183, -0.060139358043670654, 0.09839016944169998, 0.06898613274097443, -0.04869160056114197, -0.032177578657865524, 0.015366028994321823, 0.03214714303612709, -0.008773982524871826, -0.008376622572541237, -0.01264220755547285, 0.03838273882865906, -0.028279392048716545, 0.03844565898180008, -0.0223899707198143, 0.032417379319667816, -0.014031758531928062, -0.35242512822151184, -0.030096739530563354, -0.041595324873924255, 0.020442647859454155, 0.042563099414110184, -0.06500076502561569, 0.010787499137222767, -0.010169382207095623, -0.04314376413822174, 0.0014789076521992683, 0.08953818678855896, -0.014669744297862053, 0.01290840469300747, -0.07513721287250519, 0.014462814666330814, 0.017527641728520393, -0.0582347996532917, -0.021776698529720306, -0.050543881952762604, 0.03276844695210457, -0.011584126390516758, 0.005770962219685316, -0.02292129211127758, -0.04480709135532379, 0.02779158018529415, -0.028503447771072388, 0.06785347312688828, -0.007278156466782093, 0.09469600766897202, -0.015231996774673462, 0.029616599902510643, 0.03648468106985092, 0.009617305360734463, -0.10647711902856827, 0.006448409054428339, -0.010921915993094444, 0.008882733061909676, -0.04328177869319916, 0.037691693753004074, -0.05802682787179947, -0.0645844116806984, 0.024195637553930283, -0.07006041705608368, -0.023096049204468727, -0.06090531498193741, 0.004421473015099764, -0.03538265451788902, -0.01366853155195713, -0.038311127573251724, 0.0659351795911789, 0.018411431461572647, 0.02804758958518505, -0.0017503738636150956, 0.01998181827366352, -0.0009232340380549431, -0.032428789883852005, -0.0802023857831955, 0.025337357074022293, 0.02022663503885269, -0.030211197212338448, 0.01437630970031023, 0.08322390168905258, 0.0386350117623806, -0.042794715613126755, -0.008744957856833935, -0.022245554253458977, -0.026757197454571724, 0.012506756000220776, 0.02570396475493908, 0.004899322055280209, -0.014337854459881783, 0.07296186685562134, -0.04087267443537712, 0.01005639135837555, 0.010576969012618065, 0.03147624433040619, -0.0223633274435997, 0.009207106195390224, -0.013507465831935406, -0.02968299761414528, -0.010155925527215004, -0.0292940903455019, 0.041960183531045914, -0.030068451538681984, -0.005754928104579449, 0.02884814329445362, -0.01004099566489458, -0.07721447199583054, 0.06449788808822632, 0.024357333779335022, -0.02096870169043541, -0.011954136192798615, -0.01173212006688118, -0.03517550975084305, 0.11213024705648422, 0.016457978636026382, -0.2263055294752121, 0.014326210133731365, 0.03798407316207886, 0.06365068256855011, -0.033489029854536057, 0.03547027334570885, 0.0333159938454628, -0.04947347939014435, -0.000648528104647994, 0.006295688915997744, 0.008576779626309872, 0.0303211472928524, 0.002472394611686468, -0.010910446755588055, 0.04339179769158363, -0.020040711387991905, 0.06289470940828323, 0.0023201608564704657, 0.03372378274798393, -0.027031004428863525, 0.00007473236473742872, -0.007838086225092411, 0.14146208763122559, 0.011794016696512699, 0.0423874668776989, 0.030535543337464333, -0.005685774143785238, -0.001986766466870904, 0.07229029387235641, 0.01846633292734623, 0.01891069859266281, -0.007018967531621456, 0.018685149028897285, 0.019480440765619278, 0.0334995836019516, -0.08377882838249207, -0.032650548964738846, 0.019164850935339928, 0.04918991029262543, -0.0068580470979213715, 0.013681228272616863, 0.025082450360059738, 0.00013196679356042296, 0.019779285416007042, 0.06968774646520615, -0.009267991408705711, -0.007366284262388945, -0.0681607723236084, -0.05776214599609375, -0.021026164293289185, -0.009279184974730015, -0.03113519586622715, 0.010528158396482468, 0.0014793321024626493, 0.043537866324186325, 0.06018998473882675, 0.010769619606435299, -0.027499807998538017, -0.0152427414432168, 0.004261557478457689, -0.002483994234353304, -0.03741579130291939, 0.1009509414434433, 0.03670649230480194, 0.030120935291051865 ]
[ -0.022832507267594337, 0.005275213159620762, -0.011900338344275951, -0.009051047265529633, 0.002391813090071082, 0.012961414642632008, -0.012994224205613136, 0.03033372014760971, 0.0009149709367193282, -0.020736971870064735, -0.005310575943440199, 0.03930579125881195, 0.011852147057652473, -0.030912304297089577, 0.03333855792880058, -0.03823861479759216, -0.025144290179014206, -0.0017938012024387717, 0.034054338932037354, 0.025240352377295494, -0.04509052634239197, 0.028529565781354904, 0.018035918474197388, 0.022358110174536705, -0.0212871003895998, -0.0022957848850637674, -0.0010543987154960632, -0.012275297194719315, 0.02727474831044674, -0.13078880310058594, -0.0121712451800704, 0.0009296544594690204, -0.0008085878798738122, -0.010878387838602066, -0.01654033549129963, -0.0017939674435183406, 0.057971738278865814, -0.005207333713769913, -0.032127443701028824, -0.03289499878883362, -0.015673961490392685, -0.03593548759818077, -0.003719266504049301, 0.035247087478637695, 0.0135619742795825, -0.012960248626768589, -0.020665058866143227, -0.036389466375112534, 0.0015419631963595748, -0.02829866111278534, -0.05592229589819908, -0.015496673993766308, -0.0014021745882928371, -0.030675485730171204, 0.011404111050069332, 0.026502300053834915, 0.01260299701243639, -0.008694466203451157, -0.01215710025280714, -0.019324572756886482, 0.013817895203828812, -0.0694156214594841, -0.0537593774497509, -0.012064183130860329, -0.009393597953021526, 0.006592909339815378, -0.007849251851439476, 0.0007621948607265949, -0.020547956228256226, 0.021858597174286842, -0.02371690236032009, 0.00872139073908329, -0.02916022203862667, -0.027531849220395088, 0.004387828055769205, 0.009625342674553394, -0.002505972981452942, -0.04937237873673439, 0.01496669091284275, -0.04266886040568352, -0.0684945285320282, 0.02906547300517559, -0.010764161124825478, -0.025499392300844193, -0.014132603071630001, -0.02204008214175701, 0.020010212436318398, -0.025999559089541435, 0.013139423914253712, 0.03778696432709694, -0.03170926123857498, 0.042770013213157654, -0.003929711412638426, -0.03225843608379364, -0.06984511762857437, 0.017444130033254623, 0.023223230615258217, -0.03125499561429024, 0.017161529511213303, 0.8484380841255188, 0.015980733558535576, 0.03729149326682091, 0.062286317348480225, -0.015251408331096172, -0.005009048618376255, -0.013654425740242004, -0.00453704409301281, -0.011401636525988579, 0.012521534226834774, -0.035397958010435104, -0.009847377426922321, -0.00907469168305397, 0.05219811201095581, 0.024024639278650284, 0.02421771176159382, 0.020478658378124237, 0.005868573673069477, -0.012122154235839844, -0.04166071489453316, 0.01588837429881096, -0.009774248115718365, 0.005742480047047138, 0.0025891356635838747, -0.017917940393090248, -0.002453951630741358, -0.14868755638599396, -0.00834242906421423, -8.052218587737227e-33, 0.035624463111162186, -0.0009937107097357512, 0.041922710835933685, 0.007636081427335739, -0.026387864723801613, -0.0008594996761530638, 0.017649805173277855, 0.0150623619556427, -0.031897902488708496, -0.0022717530373483896, -0.008680026978254318, -0.02364710159599781, -0.0024675566237419844, 0.0015565055655315518, 0.028199603781104088, -0.010677321814000607, -0.008891135454177856, 0.039183471351861954, -0.051336195319890976, 0.017085270956158638, 0.05296039953827858, 0.014131024479866028, -0.0007545721018686891, -0.00471252528950572, 0.020285574719309807, 0.013305115513503551, 0.016244972124695778, 0.054837651550769806, -0.0013133455067873001, -0.04411293938755989, -0.04144321009516716, 0.01583515852689743, -0.042394883930683136, -0.012927974574267864, -0.01014105323702097, -0.06560181081295013, -0.04084373265504837, 0.01191262062638998, -0.02613011561334133, -0.011781677603721619, -0.0031653286423534155, 0.016168782487511635, -0.04122750088572502, -0.003699332242831588, -0.012716745026409626, 0.051999177783727646, 0.03640803322196007, 0.011433590203523636, 0.007450515404343605, 0.017258256673812866, -0.028247078880667686, 0.023655544966459274, -0.0030804297421127558, 0.017522035166621208, 0.006221551448106766, 0.022943934425711632, -0.0018696724437177181, -0.005878445692360401, -0.02935168705880642, 0.02221035398542881, 0.018617955967783928, 0.024669522419571877, -0.019790684804320335, -0.0065939114429056644, -0.016459615901112556, 0.011758595705032349, 0.018283585086464882, -0.0005116165266372263, -0.009150736965239048, 0.006173623260110617, -0.017873868346214294, 0.0074423737823963165, -0.03647402673959732, -0.007679269183427095, 0.03879447281360626, 0.010471236892044544, -0.006529051810503006, -0.009844055399298668, -0.005994080100208521, 0.02175094559788704, -0.030085209757089615, 0.028051767498254776, 0.0027908075135201216, -0.03777190297842026, -0.0216332096606493, 0.014504299499094486, 0.005572211463004351, -0.025434471666812897, -0.017165925353765488, 0.03926367312669754, -0.014709311537444592, 0.02032935433089733, -0.02134273573756218, 0.00097927066963166, 0.0003473919350653887, 7.721419049052481e-33, 0.013091599568724632, -0.046086385846138, 0.02652348205447197, 0.020271020010113716, 0.06772276759147644, 0.009447002783417702, -0.0062637594528496265, -0.0023814344312995672, -0.01595500484108925, 0.03238946944475174, 0.000019072627765126526, -0.02497921511530876, -0.008766209706664085, 0.030884072184562683, 0.034421406686306, -0.021992096677422523, 0.027374660596251488, -0.021038640290498734, 0.022874314337968826, -0.008931945078074932, 0.033199243247509, -0.007459969725459814, 0.01584484428167343, 0.010366094298660755, 0.04675225540995598, 0.05321996659040451, 0.004328749142587185, 0.007891666144132614, -0.0037617990747094154, 0.003183266380801797, 0.04542369022965431, -0.0244362261146307, 0.015417204238474369, 0.004972059279680252, 0.009464073926210403, 0.013051814399659634, -0.013388211838901043, -0.014501694589853287, -0.02797437645494938, 0.013310502283275127, 0.015125306323170662, 0.0021508128847926855, 0.013363586738705635, 0.008852091617882252, -0.007290467154234648, -0.0383993461728096, 0.01244689617305994, -0.034304287284612656, -0.038547880947589874, -0.006422675214707851, 0.03867504000663757, 0.006996477954089642, -0.0001609587052371353, 0.017353065311908722, -0.011311580426990986, -0.001700132037512958, 0.02756798453629017, 0.013570353388786316, -0.008359301835298538, 0.01212438102811575, -0.006423843093216419, -0.00776129774749279, -0.03578111156821251, 0.012399139814078808, -0.038978900760412216, -0.05074479803442955, 0.04893882945179939, 0.00855934713035822, 0.006257563829421997, 0.007535232696682215, -0.014905833639204502, 0.007855258882045746, 0.013734609819948673, 0.05855182185769081, -0.0021619845647364855, -0.011696024797856808, -0.023673169314861298, -0.020806843414902687, 0.0018453822704032063, -0.03279583528637886, 0.024075720459222794, -0.0076391976326704025, 0.032120417803525925, 0.041642673313617706, -0.004862840287387371, 0.02537194825708866, -0.01480453833937645, -0.0015092988032847643, 0.02395501919090748, 0.001146304071880877, 0.0026536642108112574, -0.009722749702632427, 0.005485394969582558, 0.04704035818576813, -0.021495964378118515, -1.3672103449380302e-8, -0.009209723211824894, -0.016009917482733727, -0.010264207608997822, 0.010290979407727718, 0.012137169949710369, 0.029298856854438782, -0.003815039061009884, 0.0019314157543703914, -0.03974100947380066, 0.016785645857453346, 0.022382080554962158, -0.030999820679426193, 0.006208423525094986, 0.0014052845072001219, 0.005050007253885269, -0.060464005917310715, -0.0028889074455946684, 0.020723946392536163, 0.0041101472452282906, -0.014065184630453587, 0.0002877754741348326, 0.04446270689368248, -0.031109385192394257, 0.021823732182383537, 0.02306155487895012, -0.00798471923917532, 0.026474643498659134, -0.05725334957242012, 0.031437091529369354, -0.028291601687669754, 0.005650651175528765, -0.017141742631793022, -0.034002117812633514, 0.028294095769524574, -0.007716848514974117, -0.035699740052223206, 0.025211213156580925, 0.06304410099983215, -0.010312266647815704, 0.012240865267813206, -0.009671787731349468, 0.004598088096827269, -0.027898922562599182, -0.035979874432086945, -0.011221347376704216, 0.016017945483326912, -0.05523025244474411, -0.0205183494836092, -0.027552466839551926, -0.02590390108525753, 0.013869106769561768, 0.0015222587389871478, 0.05438971519470215, 0.0786982923746109, -0.001633579726330936, -0.0020665358752012253, -0.013866997323930264, 0.00009811627387534827, -0.023058004677295685, -0.018381670117378235, 0.00647807726636529, 0.012325280345976353, 0.0042114160023629665, -0.016952672973275185 ]
try-it-and-see-what-happens
https://markhneedham.com/blog/2008/12/21/try-it-and-see-what-happens
false
2008-12-07 22:30:43
Twitter as a learning tool
[ "software-development", "twitter" ]
[ "Learning", "Software Development" ]
About 8 or 9 months ago I remember having a conversation with a colleague where I asked him where he had got his almost encyclopedic knowledge of all things software development. His reply at the time was that he read a lot of blogs and that this was where he had picked up a lot of the information. While subscribing to different blogs remains a useful way of learning about different aspects of software development, I think http://twitter.com/home[Twitter] is now becoming a very useful complementary tool to use alongside the RSS reader. I originally thought of Twitter merely as an extension of Facebook status, but several bloggers, most noticeably http://twitter.com/royosherove[Roy Osherove], have been using Twitter almost as a *cutting floor for blog articles* or http://www.manning.com/osherove/[upcoming books]. Several blog aggregations have also started posting updates onto Twitter including http://twitter.com/lostechies[Los Techies], http://twitter.com/ElegantCode[Elegant Code], http://twitter.com/codebetter[Code Better] and http://twitter.com/planettw[Planet TW], which I set up at the end of last week. While this doesn't remove the need for subscribing to the feed it provides a constant stream of blogs to read rather than the batch reading process I tend to use when reading posts from Google Reader. Following software development authors is another way to +++<strong>+++keep in touch with what the best in the field are working +++</strong>+++ Jurgen Appelo has removed the need to find them all by creating a http://www.noop.nl/2008/12/top-50-twitterers-to-follow-for-developers.html[top 50 list of software development Tweeters]. This use of Twitter is also encouraged in the upcoming book http://apprenticeship.oreilly.com/wiki[Apprenticeship Patterns]. Since I started using Twitter I have come across quite a lot of interesting content that I may not have come across otherwise: * Frequent conversations about REST and DDD between http://twitter.com/serialseb[serialseb] and http://twitter.com/colin_jack[colinjack]. I've not used REST as much as these guys have but it's interesting to follow the conversation and it provides a potential future reference if and when I do work in this area. * http://twitter.com/jeremydmiller[Jeremy Miller] explaining the 'one in one out' part of his http://codebetter.com/blogs/jeremy.miller/archive/2008/10/23/our-opinions-on-the-asp-net-mvc-introducing-the-thunderdome-principle.aspx[Thunderdome approach to using ASP.NET MVC] which I did not quite understand from reading his blog * A link to a post about http://www.nickpagan.com/blog/135/natural-talent/[natural talent] by http://twitter.com/guykawasaki[Guy Kawasaki] - I find theories of learning intriguing so it was interesting to read an angle on the subject which talked about how being good at something might actually work against you. * Learning about Malcolm Gladwell's new book http://www.amazon.co.uk/Outliers-Story-Success-Malcolm-Gladwell/dp/1846141214/ref=sr_1_1?ie=UTF8&s=books&qid=1228652717&sr=8-1[Outliers] from following http://twitter.com/athought[Steven 'Doc' List] and http://twitter.com/jchyip[Jason Yip's] Twitter feeds. I probably would have come across this eventually but the process was shortened thanks to Twitter. There has been some discussion on the http://tech.groups.yahoo.com/group/altdotnet/message/17630[Alt.NET mailing list] with regards to whether Twitter is killing its use. I haven't followed it for long enough to say whether that's the case but one of the more valid cases against Twitter is that it is hard to follow message trails after the event - you tend to need to be there at the time the discussion is happening to get the most value from it. Trying to find the right balance of noise to signal ratio is also something that has to be managed but overall I think Twitter is a useful platform for learning and getting to know what is happening in the rest of the software development universe.
null
null
[ 0.05329279974102974, -0.009197674691677094, -0.009248895570635796, 0.025140289217233658, 0.09529319405555725, 0.03537825495004654, 0.023089513182640076, 0.0537390410900116, 0.0068901171907782555, -0.001892119413241744, -0.014769108034670353, 0.011385072953999043, -0.05985850468277931, 0.012784473598003387, -0.03765084594488144, 0.06741047650575638, 0.06193947792053223, -0.006522877607494593, 0.03829851746559143, -0.0009531930554658175, 0.025230687111616135, 0.06273484230041504, 0.011361395008862019, 0.013525058515369892, 0.02707505412399769, 0.002542243804782629, 0.007153576705604792, -0.00859835371375084, -0.04545113816857338, -0.00930873490869999, 0.03320316970348358, 0.007537524215877056, 0.01811067946255207, -0.017523271963000298, 0.016638465225696564, -0.0008129359921440482, -0.008952105417847633, 0.011644658632576466, -0.010774889029562473, 0.004474128130823374, -0.08223973959684372, 0.0484948493540287, -0.012986158020794392, 0.027203863486647606, -0.03461103141307831, 0.005017474759370089, -0.02624524012207985, 0.02555427886545658, 0.016453906893730164, -0.0013925803359597921, -0.07901514321565628, 0.03353505581617355, 0.0048624007031321526, -0.021884554997086525, -0.011309958063066006, 0.05394173413515091, 0.03284647688269615, -0.050157055258750916, 0.003967658616602421, -0.028018532320857048, 0.0012030071811750531, -0.024656739085912704, 0.01331854984164238, 0.027033818885684013, 0.022131776437163353, -0.041732996702194214, -0.009522081352770329, 0.037609465420246124, -0.025963691994547844, 0.019915075972676277, -0.017367763444781303, 0.016967061907052994, -0.03147426247596741, -0.016315938904881477, -0.006520513910800219, -0.04388648644089699, -0.00753021938726306, 0.07309601455926895, 0.033636294305324554, 0.03694985806941986, -0.04337999224662781, 0.02058565430343151, 0.00010334258695365861, 0.026559503749012947, 0.0036354870535433292, -0.03387228772044182, 0.0017576223472133279, -0.009129323996603489, -0.08161122351884842, 0.04214543104171753, 0.0031252256594598293, -0.05712990462779999, 0.02551129460334778, 0.044503647834062576, -0.007990441285073757, 0.022836733609437943, 0.01682606339454651, 0.014893569983541965, -0.007684838958084583, -0.04090176895260811, -0.030110854655504227, -0.006234951317310333, -0.002680358709767461, 0.0006502958131022751, -0.05939691513776779, -0.01264713890850544, -0.021519698202610016, -0.00817401148378849, 0.018070021644234657, -0.004921975079923868, -0.025243176147341728, 0.02369067072868347, -0.03519255295395851, 0.011390688829123974, -0.05585687980055809, 0.06317058950662613, -0.006056350190192461, -0.03770933672785759, -0.019417334347963333, -0.013427105732262135, 0.02982139401137829, 0.023978278040885925, -0.009177382104098797, 0.07963208109140396, 0.00982043519616127, 0.009244895540177822, -0.04053059592843056, 0.03883500397205353, -0.025819143280386925, -0.03974901884794235, -0.01579391397535801, 0.04691186919808388, -0.03610583767294884, -0.008557279594242573, -0.019143300130963326, -0.013983555138111115, 0.010650559328496456, 0.008752822875976562, 0.024203214794397354, 0.058072809129953384, -0.005407977849245071, -0.04322654381394386, 0.010919149033725262, -0.011761180125176907, 0.020034179091453552, 0.0103317741304636, -0.00035852158907800913, -0.031505946069955826, -0.030694149434566498, -0.015491059981286526, 0.01520648505538702, -0.010453791357576847, -0.004131027031689882, -0.03581838309764862, 0.04449089616537094, 0.05504768714308739, 0.04309365898370743, 0.00145769864320755, -0.016976524144411087, 0.03458273410797119, 0.040710944682359695, 0.03875464200973511, 0.019798628985881805, 0.0332430899143219, 0.022117257118225098, -0.03967555984854698, -0.006114072632044554, 0.03975829854607582, 0.014380344189703465, 0.0172822754830122, -0.06183706223964691, -0.044238269329071045, 0.048282232135534286, -0.037085238844156265, -0.019851557910442352, 0.03101971186697483, 0.06472106277942657, 0.022291531786322594, 0.022775394842028618, 0.004304553847759962, -0.07308453321456909, 0.05153283849358559, 0.03774794191122055, 0.02400403469800949, 0.012754002586007118, -0.022382155060768127, 0.06043212115764618, 0.01746082678437233, 0.0060887765139341354, 0.03606628626585007, -0.0812142938375473, -0.09581049531698227, -0.012940501794219017, -0.01064333412796259, 0.06010190397500992, -0.030774805694818497, 0.025249887257814407, 0.07606245577335358, 0.028893131762742996, 0.040314048528671265, 0.014715339057147503, 0.0024181297048926353, 0.009191052988171577, -0.037661388516426086, -0.05955883860588074, 0.05683286860585213, 0.03872042894363403, -0.02143951505422592, -0.06271492689847946, 0.022985190153121948, -0.021172912791371346, -0.015372025780379772, 0.032344527542591095, -0.032684944570064545, 0.033762868493795395, 0.0242382250726223, 0.05050235614180565, -0.02603042684495449, 0.05505170300602913, -0.05432582274079323, 0.0007499978528358042, -0.01126054022461176, -0.0156431682407856, 0.01903393864631653, 0.011967914178967476, 0.10738798975944519, 0.05137249082326889, -0.04856302589178085, -0.042221300303936005, 0.0003431939985603094, 0.012410464696586132, -0.03825303912162781, 0.018233567476272583, -0.010005914606153965, 0.007689371705055237, -0.006184120196849108, -0.07285647094249725, -0.04755436256527901, 0.006521239411085844, -0.05426572263240814, 0.02467615343630314, 0.06855620443820953, -0.027227913960814476, 0.05502276495099068, 0.017900066450238228, -0.0014770227717235684, -0.01682080700993538, -0.027956267818808556, -0.049148667603731155, 0.026678679510951042, 0.03400599583983421, -0.010880375280976295, 0.05585290119051933, -0.03031705692410469, -0.03248998522758484, -0.03612130135297775, -0.04482007771730423, 0.024258799850940704, 0.03376659378409386, 0.06789018213748932, -0.015483581461012363, 0.04325399175286293, -0.013658256269991398, 0.047916218638420105, 0.0037254851777106524, -0.03593340143561363, -0.028757799416780472, -0.05986364185810089, 0.011116666719317436, 0.022839365527033806, -0.0006393924704752862, 0.002392064081504941, 0.012401074171066284, 0.02596442960202694, -0.01710309274494648, -0.020920801907777786, 0.029068386182188988, -0.013297662138938904, -0.004309367388486862, -0.038705937564373016, -0.046514879912137985, 0.05763813480734825, -0.0369359590113163, -0.0274812001734972, -0.01953943632543087, -0.0866948664188385, 0.06555921584367752, -0.05312802270054817, -0.03291425108909607, -0.0008832573075778782, 0.009737057611346245, 0.03239696845412254, 0.03005664236843586, 0.021245542913675308, 0.055791087448596954, 0.0023573171347379684, 0.012676955200731754, -0.015674909576773643, -0.01728282868862152, 0.034318290650844574, -0.007913968525826931, 0.011008423753082752, 0.05677977204322815, 0.018064143136143684, 0.0035608848556876183, -0.0480484738945961, 0.04776094853878021, -0.022742649540305138, -0.2854894697666168, 0.06178199499845505, 0.014614439569413662, -0.07222031056880951, 0.014599485322833061, -0.010698499158024788, 0.0036177225410938263, -0.053133152425289154, -0.005320277996361256, 0.005739924032241106, -0.03646514564752579, -0.02601008489727974, -0.023721568286418915, 0.02822592295706272, -0.016537517309188843, 0.006200972944498062, 0.023643042892217636, -0.034752584993839264, 0.018625179305672646, 0.06298253685235977, -0.013175396248698235, -0.05198964104056358, -0.0017916967626661062, 0.02907004952430725, 0.03724057972431183, 0.049989547580480576, -0.10661434382200241, 0.041326526552438736, -0.0452151820063591, 0.010464567691087723, -0.0036269514821469784, 0.0008655082783661783, -0.003399936482310295, 0.01591832935810089, -0.03455454856157303, 0.003390661673620343, 0.047859881073236465, 0.012982598505914211, 0.009016258642077446, 0.008589041419327259, -0.00913049653172493, -0.018298421055078506, -0.01975329965353012, -0.005024906247854233, 0.07246198505163193, 0.009020339697599411, -0.0923829972743988, -0.0023219685535877943, -0.02522791549563408, 0.07916910946369171, -0.0489472821354866, -0.05842647701501846, -0.023085642606019974, 0.02240639366209507, -0.00974869541823864, -0.03705429658293724, 0.0013799848966300488, -0.018058689311146736, -0.04541925713419914, -0.04103701189160347, -0.001703645451925695, -0.03322649374604225, 0.0013003713684156537, -0.050125766545534134, -0.00461047375574708, -0.07424228638410568, -0.07721932977437973, -0.02707665041089058, 0.08393419533967972, 0.011820412240922451, -0.04040027782320976, 0.039795707911252975, -0.010566337034106255, -0.11321407556533813, 0.008899936452507973, -0.0018699637148529291, -0.02830640785396099, 0.01393068116158247, 0.03853749856352806, 0.045791156589984894, -0.033839400857686996, -0.053870927542448044, 0.019920041784644127, 0.008593074046075344, 0.031009333208203316, -0.012834015302360058, 0.032226528972387314, 0.01672711968421936, -0.027174096554517746, 0.00693418039008975, 0.06864187121391296, -0.025391172617673874, -0.03357348218560219, -0.005711431615054607, 0.042177654802799225, 0.03377697244286537, 0.04657546430826187, 0.0021705664694309235, -0.007074338849633932, 0.04192100837826729, 0.014008884318172932, -0.05752726271748543, 0.012084588408470154, -0.015527531504631042, 0.00866885855793953, -0.007226814981549978, -0.050043247640132904, 0.019727297127246857, 0.020150374621152878, 0.026022417470812798, -0.019269077107310295, -0.04621325433254242, -0.00020478798251133412, -0.04742283374071121, -0.050953637808561325, -0.008986806496977806, -0.0023077663499861956, 0.036002859473228455, -0.003240293823182583, -0.004243984818458557, -0.049126967787742615, 0.001863958197645843, -0.003420100314542651, 0.002478410257026553, -0.06450788676738739, -0.04174809902906418, -0.017724281176924706, -0.03700302541255951, 0.010995086282491684, 0.016374152153730392, -0.02603215165436268, 0.020528750494122505, 0.019829580560326576, -0.04595888406038284, 0.01049243938177824, -0.021679595112800598, -0.04263430833816528, -0.04769609495997429, 0.023784469813108444, -0.006645531393587589, -0.010455187410116196, 0.04491227865219116, -0.00004325700137997046, -0.0017075398936867714, 0.04652737081050873, 0.02070082724094391, 0.017979135736823082, 0.010210137814283371, 0.02923809178173542, 0.005289989057928324, -0.008184636011719704, -0.05917484313249588, 0.0048648095689713955, -0.014211421832442284, -0.019503319635987282, -0.027681566774845123, 0.05347231775522232, -0.011158201843500137, -0.03224998340010643, -0.0011053862981498241, 0.02098919451236725, -0.06455366313457489, -0.020515481010079384, -0.010676718316972256, 0.01955973170697689, 0.04594188183546066, -0.02246963605284691, 0.026221884414553642, -0.016450487077236176, -0.03921794146299362, 0.002961771795526147, 0.020324306562542915, -0.03299618884921074, 0.008676789700984955, 0.012623953633010387, 0.0048180134035646915, 0.002742056269198656, 0.004746361635625362, 0.04779157415032387, 0.014769368804991245, -0.00227123755030334, -0.031204408034682274, -0.005722919013351202, 0.0458611398935318, 0.04614831507205963, 0.046925004571676254, -0.004687154665589333, -0.007906836457550526, -0.035332802683115005, -0.006625293288379908, -0.029514573514461517, 0.0057673645205795765, 0.006273234263062477, 0.029838211834430695, -0.03233913704752922, -0.08071932941675186, 0.05044035241007805, 0.012375556863844395, 0.024891871958971024, 0.01495244912803173, -0.033806949853897095, 0.015157614834606647, -0.028045207262039185, 0.049456942826509476, 0.05359148979187012, -0.05984530597925186, -0.0038689759094268084, -0.01433434896171093, -0.004474712535738945, -0.00819182675331831, 0.014069310389459133, -0.05187950283288956, -0.017726540565490723, -0.027065223082900047, 0.02578745223581791, -0.08072905987501144, -0.01624777726829052, -0.00247288984246552, 0.016557104885578156, -0.007193324156105518, -0.004604952409863472, -0.023439913988113403, -0.021644072607159615, -0.016015956178307533, -0.023239001631736755, 0.03801363334059715, -0.036740802228450775, 0.005950228311121464, 0.011246426030993462, -0.04729355871677399, 0.0006936060381121933, -0.023998728021979332, 0.016728617250919342, 0.026085050776600838, -0.029008103534579277, 0.011011514812707901, -0.025497760623693466, 0.006988074630498886, -0.005209449212998152, 0.0526244193315506, -0.013443171977996826, -0.023282239213585854, -0.059044189751148224, -0.038459423929452896, -0.05424884706735611, 0.0024366804864257574, -0.03915219381451607, 0.014067157171666622, 0.023058703169226646, 0.039804112166166306, 0.043048109859228134, 0.047125380486249924, -0.035386987030506134, 0.005888170562684536, 0.05663814768195152, -0.05863555893301964, -0.03348752111196518, -0.03464875370264053, -0.05125153064727783, -0.00868719257414341, 0.013515441678464413, 0.020573463290929794, -0.03283948823809624, 0.06423378735780716, 0.03038901463150978, 0.03178725391626358, 0.030430683866143227, -0.011207249015569687, 0.035468801856040955, -0.04688449576497078, -0.013727948069572449, -0.07507321983575821, 0.0022999299690127373, 0.04422151297330856, -0.002109257038682699, -0.005731540732085705, 0.002624489599838853, -0.01101552415639162, 0.03066386468708515, -0.07065065205097198, -0.03171871602535248, 0.0315096452832222, -0.019938241690397263, -0.015705659985542297, 0.010718617588281631, -0.06634791195392609, 0.040116146206855774, 0.029529325664043427, -0.03642825782299042, -0.018770035356283188, -0.026024777442216873, 0.03725697472691536, -0.004153890069574118, 0.03212315961718559, -0.022378697991371155, -0.03689657524228096, 0.07964558899402618, 0.006101814564317465, -0.013104850426316261, 0.0580674409866333, -0.007618372328579426, 0.02698802575469017, 0.04680051654577255, 0.007277039811015129, -0.0029160776175558567, 0.03545798733830452, -0.012466304004192352, -0.050300128757953644, 0.00762140704318881, 0.014516063965857029, -0.056350018829107285, -0.021557530388236046, 0.06158382445573807, 0.028671493753790855, -0.03441976010799408, -0.05576417222619057, 0.015017383731901646, -0.04179425165057182, -0.0008810278377495706, -0.04290764033794403, -0.0029717336874455214, -0.052331238985061646, 0.04676270857453346, -0.0005017339717596769, 0.00016939133638516068, 0.0639132633805275, 0.004870773293077946, -0.01114201545715332, -0.029419908300042152, 0.08283262699842453, 0.07392760366201401, 0.05983706936240196, -0.007037941832095385, 0.06610532104969025, -0.02134663797914982, -0.0427723303437233, 0.019223690032958984, 0.009025952778756618, -0.0019029633840546012, -0.022942647337913513, 0.01998054049909115, 0.0645178034901619, 0.003725084476172924, 0.07800396531820297, -0.033680908381938934, -0.018310949206352234, -0.003524400759488344, 0.02770976722240448, 0.00749212084338069, 0.056895893067121506, 0.00534418597817421, 0.034383274614810944, -0.014826005324721336, -0.03772460296750069, 0.03318459540605545, -0.05233833193778992, -0.011706721968948841, 0.03967444971203804, 0.006795208435505629, 0.016637375578284264, 0.0169791541993618, 0.054947853088378906, 0.07255973666906357, -0.060807306319475174, 0.025796061381697655, -0.010011279955506325, 0.042973391711711884, -0.02530735172331333, 0.018837297335267067, -0.008815771900117397, 0.006209076847881079, -0.010695596225559711, -0.04164200648665428, -0.019936004653573036, -0.017182936891913414, -0.015699900686740875, 0.04575251787900925, -0.025960508733987808, -0.010852472856640816, 0.029465729370713234, 0.000028150465368526056, -0.034205056726932526, -0.06173589080572128, -0.01288666483014822, -0.0415407195687294, -0.04513365775346756, -0.028106890618801117, 0.0049608731642365456, 0.014872800558805466, -0.0332133024930954, -0.01817929558455944, -0.03998184576630592, -0.02773991972208023, 0.04714412987232208, -0.05636277049779892, -0.00248277117498219, 0.0013526494149118662, 0.030984997749328613, 0.020619690418243408, 0.020275244489312172, 0.03785727173089981, -0.007561784237623215, -0.02780839055776596, -0.01994546316564083, 0.02790621854364872, 0.022170690819621086, 0.029976310208439827, -0.0020624154713004827, -0.09180236607789993, 0.019621802493929863, 0.026317592710256577, -0.0004765284538734704, -0.06050466001033783, 0.03955221176147461, 0.020325755700469017, 0.0038270638324320316, 0.03594571352005005, -0.012392859905958176, 0.019189901649951935, -0.02484407089650631, -0.0014909532619640231, -0.0006930475356057286, 0.02336062304675579, 0.03728075325489044, -0.02117917500436306, 0.09257789701223373, 0.022205715999007225, 0.0003108795208390802, -0.041029393672943115, -0.016871966421604156, -0.0073346588760614395, -0.002457380760461092, -0.0198238343000412, -0.03054109215736389, -0.03164341673254967, -0.0772048830986023, -0.008753814734518528, 0.02809872105717659, -0.011279196478426456, -0.031928203999996185, 0.04910457879304886, 0.038182858377695084, -0.007481757085770369, 0.041696950793266296, -0.04506564512848854, 0.030665095895528793, -0.012309686280786991, -0.002843390917405486, 0.004899010993540287, -0.006318772677332163, -0.016248827800154686, 0.00396127300336957, 0.00042135632247664034, -0.03147030621767044, 0.0021310760639607906, -0.01236303523182869, 0.034313976764678955, 0.023284271359443665, 0.015051964670419693, -0.001492637093178928 ]
[ -0.06784897297620773, -0.02179735340178013, -0.031282685697078705, -0.03421909362077713, 0.07841942459344864, -0.07647315412759781, -0.013185154646635056, 0.05275462940335274, -0.013531392440199852, -0.02139289863407612, -0.0069505600258708, -0.006181191187351942, 0.005993762519210577, -0.020953435450792313, 0.10129968822002411, 0.01036304235458374, 0.014466427266597748, -0.09486184269189835, 0.006336660124361515, -0.00792269129306078, 0.00962009932845831, -0.02114580012857914, -0.0036206841468811035, -0.04665157198905945, 0.04025450348854065, 0.005295031238347292, 0.004912927281111479, -0.060009460896253586, 0.0015976021531969309, -0.1376451998949051, 0.015754181891679764, 0.01574038155376911, 0.0612301230430603, -0.013827024027705193, -0.005860402714461088, 0.06069084629416466, 0.04028872400522232, -0.009759854525327682, -0.003118682187050581, 0.04886993393301964, 0.012738022953271866, -0.0013689355691894889, -0.04979053884744644, -0.027970822528004646, 0.03561506047844887, 0.005154233891516924, 0.005877887364476919, -0.02719721384346485, -0.032411590218544006, 0.015991700813174248, -0.07430525869131088, -0.01809622347354889, -0.016271740198135376, -0.020924782380461693, -0.010812100023031235, 0.045586585998535156, 0.015152321197092533, 0.10153520107269287, -0.007662279065698385, 0.015063805505633354, 0.049745623022317886, -0.010576247237622738, -0.11850171536207199, 0.11503719538450241, 0.005784281995147467, 0.04107246175408363, -0.06076321378350258, 0.016389885917305946, -0.00047199463006109, 0.090667724609375, 0.0262715183198452, -0.009428313001990318, -0.029485782608389854, 0.040494780987501144, 0.010769118554890156, 0.010546507313847542, 0.017621848732233047, 0.029570771381258965, 0.009577909484505653, -0.07077085971832275, -0.024451786652207375, 0.016022875905036926, -0.013558024540543556, -0.018354574218392372, -0.03150719031691551, -0.0101360147818923, 0.019706295803189278, 0.059723060578107834, 0.034826915711164474, 0.0060388147830963135, 0.040985673666000366, -0.029587173834443092, 0.05037244036793709, -0.009302664548158646, -0.07334890961647034, -0.03957592695951462, 0.01639690436422825, 0.03307489678263664, -0.03977205604314804, 0.41953808069229126, -0.026311321184039116, -0.02563672885298729, 0.09309965372085571, 0.045539021492004395, 0.009885042905807495, 0.004975715186446905, 0.04027700796723366, -0.06097355857491493, 0.013731063343584538, -0.022582514211535454, -0.001522676320746541, -0.005741556640714407, 0.05388306453824043, -0.04516510292887688, 0.04068590700626373, 0.0009188669500872493, 0.029765382409095764, 0.05010256543755531, 0.00902059581130743, 0.00437397975474596, -0.023598650470376015, 0.001324591925367713, 0.05913815647363663, -0.014982776716351509, -0.018840599805116653, 0.007789939641952515, 0.03608217090368271, 0.0580943264067173, 0.02346937358379364, 0.009337471798062325, 0.02423989214003086, 0.02046961709856987, -0.090280681848526, 0.018008127808570862, 0.0019313193624839187, 0.018258363008499146, 0.00748730031773448, -0.04154806211590767, -0.026233531534671783, 0.03806163743138313, 0.002359164645895362, -0.004983019083738327, 0.04513389244675636, -0.015512230806052685, -0.04187183827161789, 0.10732956975698471, 0.02509467862546444, -0.03068566881120205, -0.0162536408752203, -0.05131139978766441, 0.014869446866214275, 0.0452069491147995, 0.011533768847584724, -0.05747761204838753, 0.03761043772101402, 0.009552288800477982, 0.08665932714939117, -0.015585140325129032, -0.07020891457796097, 0.012066290713846684, -0.006641578860580921, -0.03136908635497093, -0.03917780891060829, 0.0012172365095466375, 0.04667919874191284, -0.14017009735107422, 0.008702949620783329, 0.01079218927770853, 0.029074084013700485, -0.06941482424736023, 0.010145821608603, 0.027058452367782593, -0.03987503796815872, -0.03572356700897217, 0.043340303003787994, -0.028742002323269844, -0.0328548364341259, 0.019789353013038635, 0.06269583106040955, 0.014006633311510086, 0.01917797513306141, -0.01778964139521122, -0.032449934631586075, 0.030761398375034332, -0.06230831891298294, -0.055612802505493164, -0.018670784309506416, -0.024851636961102486, -0.016544952988624573, 0.023579956963658333, -0.0028060583863407373, -0.028454184532165527, -0.09343777596950531, 0.03666452318429947, -0.017533963546156883, 0.0032646318431943655, 0.02667943574488163, -0.005743656773120165, 0.0012499719159677625, -0.017792310565710068, -0.08394550532102585, -0.012397101148962975, -0.058048833161592484, 0.005505041219294071, -0.06860645860433578, 0.047417256981134415, 0.045263469219207764, -0.057448916137218475, 0.09790477901697159, 0.034948572516441345, -0.03027888387441635, -0.02560265175998211, 0.0003466994094196707, 0.003352690488100052, 0.017428411170840263, -0.020785916596651077, 0.02531316503882408, 0.01173075009137392, 0.00831456296145916, 0.038559440523386, -0.03987136855721474, -0.0050422558560967445, -0.02431623823940754, -0.33767369389533997, -0.05910303816199303, -0.00681259436532855, 0.010129704140126705, 0.01220945455133915, -0.07414411008358002, 0.014694268815219402, -0.04073574021458626, 0.002854774473235011, 0.02953726425766945, 0.0974426120519638, -0.043731652200222015, 0.013152302242815495, -0.09540144354104996, 0.009395596571266651, 0.014867142774164677, -0.01806892268359661, -0.015030918642878532, -0.0040608965791761875, -0.017571819946169853, -0.0020818880293518305, -0.025641590356826782, -0.012879125773906708, -0.0812607929110527, -0.001080843387171626, -0.03453311696648598, 0.06525477766990662, 0.051157061010599136, 0.06416484713554382, -0.05044623091816902, 0.043252501636743546, 0.006476630922406912, 0.025591086596250534, -0.1383582204580307, 0.004109121859073639, 0.015529907308518887, 0.04372386261820793, -0.035510480403900146, 0.009758317843079567, -0.03388636186718941, -0.03975969925522804, 0.06440670788288116, -0.056684236973524094, -0.04807448014616966, -0.08340778946876526, -0.0016426206566393375, -0.04205876216292381, -0.06938350945711136, -0.0038584633730351925, 0.061743538826704025, -0.00889118853956461, -0.014073099009692669, 0.00865801703184843, 0.02397851273417473, -0.009860142134130001, -0.05347806215286255, -0.07537183910608292, 0.02195090800523758, -0.007965614087879658, -0.006553051993250847, 0.01391120720654726, 0.0320381298661232, 0.020897019654512405, -0.07166121900081635, 0.001339448383077979, 0.01846538484096527, -0.027477020397782326, 0.01357346773147583, 0.026605460792779922, -0.009229751303792, -0.025872481986880302, 0.08589980006217957, -0.011025816202163696, 0.0219733864068985, 0.013795668259263039, 0.01105017215013504, 0.010043668560683727, 0.016225583851337433, -0.007550462614744902, -0.017899679020047188, 0.021347150206565857, -0.03254086896777153, 0.07334940880537033, -0.007026094011962414, -0.023702124133706093, 0.030879409983754158, -0.020838432013988495, -0.048946563154459, 0.06226668506860733, 0.05292424187064171, -0.022433491423726082, 0.004921859595924616, -0.03336940333247185, -0.08009304106235504, 0.08678893744945526, 0.0071203154511749744, -0.21818599104881287, -0.003722483292222023, 0.05757025256752968, 0.044055234640836716, 0.01699727401137352, 0.026310432702302933, 0.041530072689056396, -0.06909949332475662, 0.01122334972023964, 0.009555586613714695, 0.03754836320877075, 0.04459894448518753, -0.010534788481891155, -0.011546475812792778, 0.027864156290888786, 0.018931131809949875, 0.020882535725831985, 0.017041483893990517, -0.015019766986370087, -0.004945462103933096, 0.01674853265285492, -0.037921201437711716, 0.15362925827503204, 0.012531522661447525, 0.0074236951768398285, 0.034006617963314056, -0.01058865524828434, 0.02860308811068535, 0.06732288748025894, 0.032769229263067245, -0.0022190872114151716, -0.020602311939001083, 0.04673324152827263, 0.017529958859086037, 0.0034723165445029736, -0.06635871529579163, -0.027197683230042458, 0.01584256999194622, 0.027850370854139328, 0.013912547379732132, -0.006015485152602196, 0.017414312809705734, -0.024040864780545235, 0.05316978693008423, 0.057540129870176315, -0.0013266864698380232, -0.00531768286600709, -0.06559497117996216, -0.04783843457698822, -0.012788312509655952, -0.022012095898389816, -0.044149331748485565, -0.003387101460248232, 0.03624381870031357, 0.021843142807483673, 0.07924769073724747, 0.040624093264341354, -0.01224613655358553, -0.0010749780340120196, -0.008629396557807922, -0.02823793701827526, -0.03816791996359825, 0.09381202608346939, 0.03997892886400223, 0.07125131040811539 ]
[ -0.020427333191037178, 0.0014516680967062712, -0.031045829877257347, -0.014415642246603966, 0.02789464220404625, -0.017749788239598274, -0.001635469263419509, 0.028087984770536423, 0.005435325670987368, -0.003351485123857856, -0.017149323597550392, 0.0394103042781353, 0.050063882023096085, -0.04875072091817856, 0.022909015417099, -0.01963205635547638, -0.03548219054937363, -0.045694757252931595, 0.026398394256830215, -0.029156846925616264, -0.013242093846201897, 0.03313115984201431, 0.010078631341457367, 0.029608985409140587, -0.0038199059199541807, 0.004061021376401186, -0.03804526478052139, -0.03993447124958038, 0.034353483468294144, -0.1019185483455658, -0.015150211751461029, -0.01324353739619255, -0.00880290288478136, 0.0010411833645775914, -0.02774001844227314, -0.0006067364010959864, -0.007611313834786415, 0.0010826082434505224, 0.0015832450008019805, 0.011174202896654606, -0.02478022314608097, -0.06384899467229843, -0.037341803312301636, 0.029894879087805748, -0.03784932196140289, -0.009640059433877468, 0.008699661120772362, -0.01947854645550251, -0.03901708871126175, 0.007008397486060858, -0.04277989640831947, -0.03782683610916138, -0.016938552260398865, 0.039628494530916214, -0.013944922015070915, 0.01048648077994585, 0.002751444699242711, 0.01578463800251484, 0.0379134826362133, -0.018511978909373283, 0.021641984581947327, -0.021441936492919922, -0.030823606997728348, -0.00429406575858593, -0.01720273122191429, -0.02951810695230961, -0.02023252658545971, 0.017007291316986084, -0.016174515709280968, 0.031791385263204575, 0.026723867282271385, 0.03408394008874893, -0.018415605649352074, -0.011559199541807175, -0.009019526652991772, -0.0032248212955892086, 0.026078054681420326, -0.021472787484526634, 0.003027258673682809, 0.013615286909043789, -0.028953010216355324, 0.034992583096027374, 0.013664374127984047, 0.034657347947359085, 0.0067959437146782875, 0.007454200182110071, 0.030016256496310234, -0.008429218083620071, 0.0066784885711967945, 0.016272811219096184, -0.0009204168454743922, 0.023242993280291557, 0.01637973077595234, 0.015475699678063393, -0.12180609256029129, -0.005942062940448523, -0.02181907743215561, -0.033833324909210205, -0.006678461562842131, 0.8295663595199585, -0.019937118515372276, 0.0024913467932492495, 0.03467465192079544, 0.005700541660189629, 0.02740388549864292, 0.0036651783157140017, -0.012029607780277729, -0.003849828615784645, 0.04963667690753937, -0.03426908701658249, 0.00514296954497695, 0.039255786687135696, -0.002347014844417572, 0.024650253355503082, 0.025423767045140266, 0.019920358434319496, 0.02747858315706253, 0.014139491133391857, 0.027695050463080406, 0.03096615895628929, 0.03214767947793007, 0.028417665511369705, -0.006410136353224516, -0.013129339553415775, 0.021640028804540634, -0.14389465749263763, 0.030097950249910355, -7.688309781293632e-33, 0.06252054870128632, 0.0010689316550269723, -0.02574479952454567, -0.005551110953092575, -0.026670292019844055, 0.003669208846986294, 0.012921730987727642, 0.029707951471209526, -0.048134010285139084, -0.008696787059307098, 0.006309134420007467, -0.006855053827166557, -0.0018178706523030996, -0.012303252704441547, 0.053605105727910995, -0.009115073829889297, 0.0032829907722771168, 0.03427153453230858, 0.02837866172194481, 0.006596697960048914, 0.02648421749472618, 0.029164310544729233, -0.003201686777174473, 0.021774474531412125, 0.00873939786106348, 0.0440521277487278, 0.03545232117176056, -0.011457373388111591, -0.015139416791498661, -0.03932734951376915, -0.021242722868919373, 0.01942066289484501, -0.021329373121261597, -0.023298481479287148, 0.027531493455171585, -0.06572853028774261, -0.037791069597005844, 0.0117002222687006, -0.010474329814314842, -0.026123622432351112, -0.03139660879969597, 0.023936176672577858, -0.029443783685564995, -0.06539495289325714, 0.0059869857504963875, 0.011271938681602478, 0.003146745264530182, -0.005834752693772316, 0.007505977060645819, -0.013701160438358784, 0.033877644687891006, -0.013128838501870632, 0.011439623311161995, -0.002211605431511998, 0.0018708062125369906, 0.007848051376640797, -0.019809119403362274, -0.006028562318533659, 0.04898032918572426, 0.02327921986579895, 0.033301498740911484, -0.015900714322924614, 0.02163531258702278, 0.01730906404554844, 0.022235313430428505, -0.011469168588519096, 0.024588530883193016, 0.0032600436825305223, 0.022284021601080894, -0.016859538853168488, -0.03994340822100639, -0.02967137098312378, -0.018949424847960472, -0.009294424206018448, 0.01066670659929514, -0.01873594895005226, -0.016735052689909935, -0.0179001297801733, -0.009112087078392506, 0.03834526985883713, 0.020278319716453552, -0.021976836025714874, 0.01059175468981266, -0.049204662442207336, -0.010018859058618546, -0.0007165027200244367, 0.018415676429867744, -0.0032376705203205347, -0.02304823324084282, 0.035677358508110046, 0.03442523255944252, 0.05390329286456108, -0.014086078852415085, -0.002229072619229555, -0.038219742476940155, 8.105400890904304e-33, -0.015572023577988148, -0.01850779354572296, -0.024210773408412933, -0.0010882667265832424, 0.000988135696388781, -0.007663764990866184, -0.0034712841734290123, 0.019173406064510345, -0.048620808869600296, 0.03600503131747246, -0.00034449007944203913, -0.025483135133981705, -0.08099270612001419, 0.014854434877634048, 0.05891023948788643, -0.029649261385202408, 0.01359514333307743, -0.04732867330312729, -0.001985299400985241, -0.02126401849091053, 0.013220724649727345, -0.00967443734407425, -0.013213732279837132, 0.013911744579672813, 0.05835549905896187, 0.04095346853137016, -0.013977983966469765, 0.033982761204242706, 0.01562645472586155, -0.00806093867868185, 0.02079087495803833, -0.027868147939443588, 0.03193041682243347, 0.03178028762340546, -0.021654579788446426, 0.04109467566013336, -0.015330183319747448, -0.021749159321188927, 0.0688653290271759, -0.025071943178772926, 0.06039638817310333, -0.010875294916331768, 0.028447598218917847, 0.02011558972299099, -0.0376741848886013, -0.0031118995975703, -0.00045621980098076165, -0.01990268938243389, -0.014433127827942371, 0.0009602112113498151, 0.03005126304924488, 0.017265019938349724, 0.0015207023825496435, 0.02636863850057125, 0.009703303687274456, -0.045255787670612335, 0.0006091666291467845, -0.010447535663843155, -0.03947683423757553, -0.03315667808055878, -0.010725433938205242, 0.01804003119468689, -0.02693486399948597, 0.024280132725834846, -0.025730565190315247, -0.03755079582333565, -0.005175869911909103, 0.0030511789955198765, -0.01562822237610817, -0.007540806662291288, 0.025528186932206154, 0.003683560062199831, 0.011932849884033203, 0.017253851518034935, 0.036471810191869736, -0.038143500685691833, 0.024748248979449272, -0.00432340195402503, -0.06126021593809128, 0.0068270922638475895, -0.0033183300402015448, 0.03439956530928612, 0.02230173721909523, -0.003833018708974123, -0.03169894590973854, 0.0161798857152462, -0.01406674925237894, 0.0050504026003181934, 0.036783427000045776, -0.021169384941458702, 0.014242244884371758, 0.006471695844084024, -0.013744116760790348, 0.006480216048657894, 0.014724258333444595, -1.3387310815460296e-8, -0.04886365309357643, -0.03872796893119812, -0.044886309653520584, 0.02163618803024292, 0.03151433542370796, 0.030735965818166733, -0.012776083312928677, 0.023522162809967995, -0.0177612341940403, 0.027587953954935074, 0.03928350284695625, -0.04584655165672302, 0.00005941566269029863, 0.032316967844963074, 0.015880761668086052, -0.06350964307785034, -0.009305214509367943, -0.04053100198507309, 0.03193889185786247, 0.009752806276082993, 0.015149851329624653, 0.05094936862587929, 0.001982408110052347, -0.01761157065629959, 0.041664231568574905, 0.0006774693029001355, -0.018247924745082855, -0.09489742666482925, -0.004635825287550688, 0.0038796758744865656, 0.021536801010370255, -0.031813208013772964, -0.04252859577536583, 0.002423980040475726, 0.006652479991316795, -0.0029112426564097404, 0.023727327585220337, 0.00785637367516756, -0.03419320657849312, -0.004955903626978397, 0.005993375554680824, 0.01291719451546669, -0.010554064996540546, -0.03572704643011093, -0.03696182370185852, -0.009799737483263016, -0.029706889763474464, -0.0026913401670753956, 0.043211277574300766, -0.04559275135397911, 0.004182583652436733, -0.01654256135225296, 0.04093576967716217, 0.03165345638990402, 0.004832108970731497, -0.023009615018963814, 0.03594319894909859, -0.025123700499534607, -0.02447699010372162, -0.020507697016000748, 0.026953041553497314, 0.027863258495926857, -0.01250016875565052, -0.013837055303156376 ]
twitter-as-a-learning-tool
https://markhneedham.com/blog/2008/12/07/twitter-as-a-learning-tool
false
2008-12-07 11:40:00
Learning cycles
[ "learning" ]
[ "Learning" ]
I've noticed a recurring trend in the way that I learn new concepts which doesn't seem to fit exactly into any of the models of learning that I have come across so far. It seems to me to be a learning cycle which goes something like this: . Don't know what is good and what's bad . Learn what's good and what's bad but don't know how to fix something that's bad . Learn how to make something that's bad good The two areas I have noticed this have both been related to concepts about writing clean code. When I first started writing code I couldn't tell the difference between testable and untestable code. After my first project I became more aware of patterns that led to untestable code but I wasn't able to make untestable code testable. Finally after working on a couple of projects I had worked with enough people and shown enough tips that I have a reasonable idea of how to get difficult to test code into a state where we can put some kind of tests around it. I noticed the same trend more recently when discussing how to write truly object oriented code. Initially I wasn't aware that suffixing classes with 'Manager' or 'Helper' was a code smell until I came across http://jupitermoonbeam.blogspot.com/2008/09/agent-nouns-are-code-smells.html[Peter Gillard-Moss' post about this]. Having become aware of this I started noticing this in code bases that I worked on but I still couldn't see how to fix it. I'm not completely in the 3rd part of the learning cycle yet but I am more aware when creating classes to focus on what they are not what they do when it comes to naming, to think about the classes responsibility and so on. This doesn't seem to fit precisely into learning models that I have come across such as the http://pragmaticstudio.com/dreyfus[Dreyfus Model], http://en.wikipedia.org/wiki/Four_stages_of_competence[Four stages of competence] or http://en.wikipedia.org/wiki/Shuhari[Shu-Ha-Ri]. I think it is closest to the Four stages of competence, closely relating to each of the first 3 stages. I'm not sure how the unconscious competence stage would fit in though. At the moment I'm using the pattern to raise my awareness of where I currently am for different skills and to help me move from stage 2 to stage 3.
null
null
[ 0.020889583975076675, 0.003726527327671647, -0.01990320347249508, 0.029240285977721214, 0.08486534655094147, 0.010722823441028595, 0.034337613731622696, 0.03782216086983681, 0.016908589750528336, -0.02143855020403862, -0.018738482147455215, 0.007478069979697466, -0.036040034145116806, 0.011997280642390251, -0.02616616152226925, 0.060792226344347, 0.0811183899641037, -0.017772642895579338, 0.03341875225305557, 0.01648290455341339, 0.025552285835146904, 0.07144533842802048, -0.00680998619645834, 0.03623954579234123, 0.035559434443712234, 0.02518397755920887, 0.02070433646440506, 0.00014228471263777465, -0.0635264441370964, -0.01157632376998663, 0.032233599573373795, 0.016708120703697205, 0.019557928666472435, -0.0009043175959959626, 0.013959449715912342, -0.015788665041327477, -0.017255408689379692, 0.019992755725979805, 0.027142612263560295, 0.008060446940362453, -0.058153387159109116, 0.032488442957401276, -0.002620753599330783, -0.008305791765451431, -0.056519873440265656, -0.0022418946027755737, -0.06759510934352875, 0.003286901628598571, 0.019090162590146065, -0.012504755519330502, -0.07195185869932175, 0.025898830965161324, 0.013820340856909752, -0.016937794163823128, -0.02453840710222721, 0.044824738055467606, 0.020893003791570663, -0.06291323155164719, 0.021275576204061508, -0.0434233620762825, -0.0052231657318770885, -0.013472885824739933, -0.014568228274583817, 0.047385044395923615, 0.025211269035935402, -0.04308532550930977, -0.013653325848281384, 0.038458582013845444, -0.04518691822886467, 0.0023662413004785776, -0.008878283202648163, 0.01966312900185585, -0.018025999888777733, -0.016204331070184708, -0.000013723165466217324, -0.04990203306078911, 0.013122782111167908, 0.046821288764476776, 0.001556264702230692, 0.034641776233911514, -0.014838354662060738, 0.012677921913564205, 0.03961673006415367, 0.007584065198898315, -0.008896985091269016, -0.03796719014644623, -0.010653187520802021, -0.010459605604410172, -0.05815712362527847, 0.06544029712677002, 0.017718853428959846, -0.062067802995443344, 0.012353996746242046, 0.037728775292634964, -0.014723965898156166, 0.012029466219246387, 0.02260739356279373, 0.007322313729673624, -0.010431327857077122, 0.0001749778020894155, -0.027380844578146935, -0.0024917551781982183, 0.025261344388127327, 0.002905069850385189, -0.07060206681489944, 0.008824490010738373, -0.008247938007116318, -0.037199102342128754, -0.019634440541267395, 0.013549523428082466, -0.028111234307289124, 0.026028666645288467, -0.009215882048010826, 0.017115000635385513, -0.06959950923919678, 0.06716369837522507, -0.01378711499273777, -0.03083628974854946, -0.013220471329987049, 0.008063280023634434, 0.03234785050153732, -0.002418559743091464, -0.01880294643342495, 0.08532021939754486, -0.008887612260878086, 0.040083255618810654, -0.026403380557894707, 0.055076271295547485, -0.01893533021211624, -0.057602930814027786, -0.01997653767466545, 0.04490787163376808, -0.02596902661025524, 0.008514701388776302, -0.0086945416405797, -0.023506663739681244, -0.002002736320719123, 0.015552230179309845, 0.012624501250684261, 0.06879822909832001, -0.008581378497183323, -0.03811571002006531, 0.030168583616614342, 0.0014714512508362532, 0.006312061101198196, -0.004011113196611404, -0.028897296637296677, -0.027732929214835167, -0.032724529504776, 0.002652236958965659, 0.0017558641266077757, 0.031217968091368675, 0.016816385090351105, -0.04342411085963249, 0.025282330811023712, 0.08211563527584076, 0.0023456511553376913, 0.017868783324956894, -0.0118933767080307, 0.014192983508110046, 0.03643964231014252, 0.015459401533007622, 0.018593762069940567, 0.03362341225147247, 0.024982575327157974, -0.010652043856680393, -0.0032558562234044075, 0.049560096114873886, -0.014826933853328228, 0.012948151677846909, -0.0683189332485199, -0.04149103909730911, 0.0586952269077301, -0.07289094477891922, -0.03981882706284523, 0.03660375252366066, 0.06947395950555801, 0.0317431315779686, 0.05403338745236397, -0.008768225088715553, -0.06956096738576889, 0.00771591579541564, 0.00716911256313324, 0.025629330426454544, 0.030880598351359367, -0.04474373534321785, 0.04668357968330383, 0.011061991564929485, 0.005502225365489721, 0.05028251186013222, -0.06794852763414383, -0.0741787925362587, -0.010997045785188675, -0.0217030867934227, 0.06510931253433228, -0.010943658649921417, 0.012060092762112617, 0.07910239696502686, 0.012144426815211773, 0.06201685220003128, 0.033298932015895844, 0.004075207747519016, 0.004495983012020588, -0.03248751163482666, -0.023283835500478745, 0.06650285422801971, 0.04281577840447426, -0.03755947947502136, -0.04632266238331795, 0.012585939839482307, 0.004901377949863672, -0.010807160288095474, 0.05110703781247139, -0.014339971356093884, 0.0352543406188488, 0.007622494827955961, 0.060961782932281494, -0.026371465995907784, 0.05028397962450981, -0.05665542930364609, -0.018883801996707916, -0.01387846376746893, -0.01801309362053871, -0.004530892241746187, -0.006696836091578007, 0.1085067018866539, 0.05712755024433136, -0.049560777842998505, -0.02062314748764038, 0.01084759458899498, 0.0317956805229187, -0.058658137917518616, 0.0064447843469679356, 0.0004485645913518965, 0.016940979287028313, -0.0037578255869448185, -0.04531126096844673, -0.02411465533077717, 0.01323799416422844, -0.05450102686882019, 0.009549899026751518, 0.0788106843829155, -0.042607467621564865, 0.04771772399544716, -0.02095959521830082, -0.015124077908694744, 0.005317751318216324, 0.00270963367074728, -0.06593286246061325, 0.016459889709949493, 0.005697194021195173, -0.011954287067055702, 0.03723752126097679, -0.04280490055680275, -0.05427059158682823, -0.030236870050430298, -0.05392265319824219, 0.013359053991734982, 0.04749318212270737, 0.047644346952438354, -0.01566673442721367, 0.05762862041592598, -0.01193397119641304, 0.03754832595586777, 0.02785308100283146, -0.04841706529259682, -0.03391403704881668, -0.05313172563910484, -0.0069145318120718, 0.04168284311890602, -0.010331966914236546, 0.02500729076564312, 0.026867324486374855, 0.00707884831354022, -0.019939299672842026, -0.019796166568994522, 0.04288486763834953, 0.010024785064160824, -0.022475801408290863, -0.026363404467701912, -0.031177176162600517, 0.04174797236919403, -0.04582831636071205, -0.012475288473069668, 0.013825531117618084, -0.08438444137573242, 0.041284117847681046, -0.04939410090446472, -0.07423011213541031, 0.021615101024508476, 0.019171033054590225, 0.05271633341908455, 0.004614419769495726, 0.011711660772562027, 0.0654238760471344, -0.010179292410612106, 0.011697703041136265, -0.004673146642744541, 0.015802863985300064, 0.03726956993341446, 0.009147673845291138, 0.0014813418965786695, 0.0176735557615757, 0.007584689185023308, 0.000978174270130694, -0.025016801431775093, 0.025822855532169342, -0.014346119947731495, -0.28760474920272827, 0.02454577386379242, 0.004320988431572914, -0.03886368125677109, 0.03585347533226013, -0.04083070904016495, 0.008565794676542282, -0.04152286797761917, -0.022663360461592674, 0.017908936366438866, -0.03462683781981468, -0.02731946110725403, -0.012124033644795418, 0.09341427683830261, -0.015591607429087162, 0.01225323136895895, 0.007196320220828056, -0.04305695742368698, 0.00653127720579505, 0.05996295437216759, -0.015407241880893707, -0.054340168833732605, -0.008672388270497322, 0.047199055552482605, 0.02642405591905117, 0.03340015932917595, -0.10199999809265137, 0.040821146219968796, -0.06139802932739258, -0.01650082692503929, -0.006075005047023296, -0.004480250645428896, 0.006728403270244598, -0.007555813994258642, -0.0005558478878811002, -0.00463509326800704, 0.03224613144993782, 0.0041915057227015495, -0.02592506632208824, 0.0333237424492836, -0.01304357498884201, -0.05006355047225952, -0.003606434678658843, 0.019345594570040703, 0.06392377614974976, 0.0037314356304705143, -0.07109063863754272, -0.02666081115603447, -0.036583494395017624, 0.08288761973381042, -0.04899277910590172, -0.033854469656944275, 0.004830945283174515, 0.029574189335107803, 0.010113753378391266, -0.012820119969546795, 0.02398841828107834, -0.014062377624213696, -0.032929930835962296, -0.05413641780614853, -0.022655226290225983, -0.042088624089956284, -0.007792855612933636, -0.07167419791221619, 0.01850542612373829, -0.05588952824473381, -0.06674429774284363, -0.010779835283756256, 0.06607452034950256, 0.021812358871102333, -0.03955734893679619, 0.006105146836489439, -0.003634051186963916, -0.11450976878404617, 0.006645626854151487, -0.016952453181147575, -0.010228020139038563, -0.01557286735624075, 0.015840748324990273, 0.03240244463086128, -0.028843652456998825, -0.05948799103498459, 0.03027242422103882, 0.005666541866958141, 0.02645527943968773, 0.0070784506388008595, 0.057296596467494965, 0.010339024476706982, -0.015144586563110352, 0.005591472145169973, 0.06672557443380356, 0.022739721462130547, -0.02103973925113678, -0.036514587700366974, 0.019209060817956924, 0.01494594570249319, 0.013047934509813786, 0.005953698884695768, 0.005995977204293013, 0.031080761924386024, -0.01924886740744114, -0.05918855220079422, 0.032682184129953384, 0.008390260860323906, 0.0056939455680549145, -0.011078092269599438, -0.053008150309324265, 0.027321545407176018, 0.06467963010072708, 0.015677809715270996, 0.010609235614538193, -0.02686871960759163, -0.010746563784778118, -0.03619241714477539, -0.02576269395649433, -0.0305221825838089, 0.0156625397503376, 0.037730369716882706, -0.012926454655826092, 0.00376180955208838, -0.05601587891578674, 0.026983965188264847, -0.005582344718277454, 0.028221243992447853, -0.05854254588484764, -0.05243634060025215, -0.008737465366721153, -0.04127342626452446, 0.004220517352223396, 0.007380382623523474, 0.007137754000723362, 0.029948631301522255, 0.012116954661905766, -0.04326212406158447, 0.02046503871679306, -0.012689885683357716, -0.05413813516497612, -0.02333478443324566, -0.014250868000090122, -0.021583259105682373, -0.01229775883257389, 0.02500409632921219, 0.003796736476942897, 0.008151037618517876, 0.04013354703783989, -0.005584940314292908, 0.03051186539232731, -0.02995149977505207, 0.02105114422738552, -0.0007864672224968672, 0.018635494634509087, -0.07600141316652298, 0.02048945426940918, -0.03834086284041405, -0.04451088607311249, -0.030636074021458626, 0.023282691836357117, -0.009553661569952965, -0.03371736407279968, -0.01848383992910385, 0.02246030792593956, -0.04970235377550125, -0.022120950743556023, -0.04081889986991882, 0.024510061368346214, 0.065669484436512, -0.014348008669912815, 0.027856912463903427, -0.026484625414013863, -0.01877487264573574, 0.010437396354973316, 0.007984288036823273, -0.030712218955159187, 0.0009989809477701783, 0.0021367932204157114, -0.024715855717658997, -0.00962281133979559, 0.003455323865637183, 0.025065278634428978, 0.014940093271434307, -0.019852563738822937, -0.04204009473323822, 0.009329660795629025, 0.004755462985485792, 0.046036247164011, 0.006201968528330326, 0.00890045240521431, -0.008877833373844624, -0.023124415427446365, -0.031421780586242676, -0.048142123967409134, -0.009437392465770245, -0.01472572423517704, 0.03777134418487549, -0.047559015452861786, -0.08582086861133575, 0.025156531482934952, 0.038943465799093246, 0.022569239139556885, 0.024860097095370293, 0.007992256432771683, -0.0001999985979637131, -0.021206021308898926, 0.018820935860276222, 0.04887776076793671, -0.05554144084453583, 0.007855704054236412, -0.008470372296869755, 0.02097153663635254, -0.01354859210550785, 0.0018904521130025387, -0.05145673453807831, -0.02237236313521862, -0.04356541112065315, -0.025142362341284752, -0.06163337826728821, -0.043315544724464417, -0.04284893721342087, 0.02995411492884159, 0.0049285911954939365, -0.007087020203471184, 0.002752391155809164, 0.0003784075379371643, -0.0065298075787723064, -0.014872388914227486, 0.016868388280272484, -0.033978648483753204, 0.03614024817943573, 0.03824765607714653, -0.04019496589899063, 0.03087540715932846, -0.005627071019262075, 0.037430230528116226, 0.007315005641430616, -0.016258809715509415, -0.04198046028614044, -0.023207219317555428, 0.005555084906518459, 0.01844094879925251, 0.04384199157357216, 0.01108029205352068, -0.00957882683724165, -0.041739024221897125, -0.008502037264406681, -0.02370622009038925, 0.03222231566905975, -0.02657429315149784, -0.029657434672117233, 0.024913283064961433, 0.06566127389669418, 0.035125408321619034, 0.04349994286894798, -0.010439381003379822, -0.008870329707860947, 0.061891332268714905, -0.06280545145273209, -0.017362888902425766, -0.048399511724710464, -0.06258957833051682, 0.01080444548279047, 0.024492569267749786, 0.024351757019758224, -0.027152366936206818, 0.04348582401871681, 0.012901616282761097, 0.030827192589640617, 0.017225399613380432, -0.005289171356707811, 0.029761411249637604, -0.06571902334690094, 0.011088091880083084, -0.07553018629550934, 0.030728168785572052, 0.047173433005809784, 0.007192762102931738, -0.005139234010130167, -0.031004076823592186, -0.045894257724285126, 0.05106400325894356, -0.07171952724456787, -0.007838239893317223, 0.043511174619197845, -0.013841654174029827, -0.01143018901348114, 0.004741267766803503, -0.050775934010744095, 0.025303076952695847, 0.006639194209128618, -0.05645594000816345, -0.01291272696107626, -0.009412921033799648, 0.04709521308541298, 0.013147333636879921, 0.029828060418367386, -0.012791674584150314, 0.0168472807854414, 0.07362522929906845, 0.023798422887921333, 0.033182308077812195, 0.04458153247833252, -0.005821674130856991, 0.05169130489230156, 0.03503735363483429, 0.015023073181509972, -0.002645781496539712, 0.013338656164705753, 0.00444300239905715, -0.06711180508136749, 0.030278779566287994, 0.015017739497125149, -0.0408952496945858, -0.04499579966068268, 0.057712480425834656, 0.017749836668372154, -0.0343075767159462, -0.031392090022563934, 0.014535930939018726, -0.085371233522892, -0.012015745043754578, -0.015209933742880821, 0.002102046739310026, -0.056624431163072586, 0.05861943960189819, 0.0034617537166923285, 0.006377576384693384, 0.06275937706232071, -0.023324493318796158, -0.041110217571258545, -0.003558187745511532, 0.08403582870960236, 0.07536239922046661, 0.052349209785461426, 0.006112971808761358, 0.057502761483192444, -0.014138760045170784, -0.016715101897716522, 0.014352965168654919, -0.02500459924340248, -0.0032108896411955357, -0.03228683024644852, 0.0284530408680439, 0.043600261211395264, -0.00003645354445325211, 0.054312366992235184, -0.025757597759366035, 0.011849695816636086, 0.007529945112764835, 0.024160953238606453, 0.013196388259530067, 0.0793784111738205, 0.011468058452010155, 0.023964354768395424, -0.011959321796894073, -0.03978944569826126, -0.005143776070326567, -0.03179023414850235, -0.011358005926012993, 0.02897021919488907, -0.02851765975356102, 0.012566625140607357, 0.026319997385144234, 0.03244991973042488, 0.08641922473907471, -0.033925388008356094, 0.009062404744327068, -0.011983273550868034, 0.0298725888133049, 0.011278517544269562, -0.010917620733380318, -0.03721944987773895, -0.03361654281616211, -0.01098431646823883, -0.03299897164106369, -0.021368127316236496, -0.013658493757247925, -0.012701151892542839, 0.03887832164764404, -0.022369008511304855, -0.00804936047643423, 0.02377127856016159, 0.018866010010242462, -0.0265971627086401, -0.06352519243955612, -0.050375763326883316, -0.04113909602165222, -0.03441471979022026, -0.02122560329735279, 0.03648192808032036, -0.0034871473908424377, -0.018289336934685707, -0.021419258788228035, -0.014060305431485176, -0.018549088388681412, 0.058205004781484604, -0.06291313469409943, -0.01803065463900566, 0.0424359105527401, 0.031310804188251495, 0.034417856484651566, 0.01114653144031763, 0.033950138837099075, 0.015409558080136776, 0.0036421252880245447, -0.02058054879307747, -0.027942555025219917, 0.017623329535126686, -0.006957136560231447, 0.04279965162277222, -0.064329132437706, 0.01804385893046856, 0.024143576622009277, 0.0006035615806467831, -0.059004686772823334, 0.036617450416088104, 0.015785260125994682, 0.012929108925163746, 0.05365118011832237, -0.022004039958119392, 0.022418027743697166, -0.029071545228362083, -0.0005600731819868088, -0.026606610044836998, 0.02003653347492218, 0.05134230852127075, -0.015342113561928272, 0.08852119743824005, 0.01753915846347809, -0.006146701984107494, -0.053931087255477905, -0.01731294021010399, -0.012777358293533325, -0.007771215867251158, -0.04577372223138809, -0.02368336170911789, -0.01544075459241867, -0.08508183807134628, -0.01426049042493105, 0.0295855775475502, -0.009932761080563068, -0.0415458120405674, 0.01578497886657715, -0.0015239841304719448, -0.0355304479598999, 0.02747609280049801, -0.038692232221364975, 0.04915541782975197, -0.028095103800296783, 0.0032760007306933403, 0.0288888867944479, 0.006911942269653082, -0.023642482236027718, 0.008486015722155571, 0.005169888958334923, -0.03549738600850105, -0.010098980739712715, -0.003781663253903389, 0.04368840157985687, 0.04164411872625351, 0.0040054647251963615, 0.009459204040467739 ]
[ -0.09535058587789536, -0.020929094403982162, -0.033906664699316025, -0.03347348794341087, 0.03717454522848129, -0.040543459355831146, -0.012511544860899448, -0.0010863336501643062, -0.00843123160302639, -0.025122063234448433, -0.0016811286332085729, -0.022678062319755554, -0.014953731559216976, 0.0008211624808609486, 0.07579946517944336, 0.014754388481378555, -0.02631724625825882, -0.057270511984825134, 0.027126960456371307, 0.014166368171572685, 0.02885056845843792, -0.013358273543417454, -0.028895627707242966, -0.009215119294822216, 0.03672041743993759, 0.047122642397880554, 0.03704258054494858, -0.034981004893779755, 0.01305314339697361, -0.18918246030807495, -0.01211609784513712, 0.036611828953027725, 0.04248860478401184, -0.03468430042266846, 0.00886713620275259, 0.0689055398106575, -0.0021503260359168053, 0.035530898720026016, -0.02196737937629223, 0.04156261309981346, 0.01421328540891409, 0.024688048288226128, -0.039236899465322495, -0.03762556239962578, 0.03709569573402405, 0.0007527294801548123, 0.019334716722369194, -0.04539480805397034, -0.006281719077378511, -0.012060584500432014, -0.0528629831969738, -0.05420515313744545, -0.03547145798802376, -0.012317240238189697, -0.01583205536007881, 0.01647935062646866, 0.037152793258428574, 0.08422154933214188, 0.00375454593449831, 0.020027367398142815, 0.005267110653221607, -0.021259520202875137, -0.13216596841812134, 0.08435965329408646, 0.05428476259112358, 0.07103383541107178, -0.04383822903037071, -0.019463879987597466, -0.003126860363408923, 0.08140480518341064, 0.017405269667506218, -0.021913202479481697, -0.030444521456956863, 0.06588733196258545, 0.011545596644282341, -0.008069921284914017, 0.003339171875268221, 0.005652568768709898, 0.04036526009440422, -0.04814741015434265, -0.03545225039124489, -0.020264336839318275, -0.0005119513953104615, -0.026539994403719902, -0.027576446533203125, 0.00894267950206995, -0.03612329438328743, 0.032015055418014526, 0.032084159553050995, 0.02877119742333889, 0.04821740835905075, -0.006672675721347332, 0.016855251044034958, 0.004256401676684618, -0.061060305684804916, -0.02549896575510502, -0.0029618977569043636, 0.0011202821042388678, -0.04493515193462372, 0.41014915704727173, -0.04369933903217316, -0.03687109798192978, 0.09594227373600006, 0.03508390113711357, -0.008547513745725155, 0.006724430248141289, 0.015179771929979324, -0.05734800919890404, 0.02949029952287674, -0.03745482861995697, 0.001497055171057582, 0.006178147159516811, 0.061583004891872406, -0.04547649994492531, 0.0010958360508084297, 0.02193426713347435, 0.03096257895231247, 0.014458444900810719, -0.011410126462578773, -0.0007286283071152866, -0.003948762081563473, 0.015316598117351532, 0.014702647924423218, -0.011702139861881733, -0.018382243812084198, -0.027900151908397675, 0.001905892975628376, 0.05486006289720535, 0.0336090587079525, -0.029706979170441628, 0.053916480392217636, -0.03131355717778206, -0.04644595831632614, 0.0021234997548162937, -0.003760526655241847, 0.011618413031101227, 0.022979436442255974, -0.011968482285737991, 0.007111287675797939, 0.034074846655130386, -0.00533084524795413, -0.0003936982830055058, 0.03305783122777939, -0.02885817550122738, -0.06376729160547256, 0.10009127855300903, 0.000586886890232563, -0.002218177542090416, -0.00991478655487299, -0.024540282785892487, 0.00016307231271639466, 0.021756187081336975, -0.00712785217911005, -0.06209966540336609, 0.03648596256971359, 0.008101047948002815, 0.10389434546232224, 0.0020094942301511765, -0.05008178949356079, -0.026203162968158722, -0.025464992970228195, -0.019231269136071205, -0.04933033511042595, 0.03132759407162666, 0.07105126976966858, -0.04520909860730171, -0.0040981462225317955, -0.006213286891579628, 0.03345002606511116, -0.06634335219860077, 0.00900285691022873, 0.039874881505966187, -0.025065122172236443, 0.0025869947858154774, 0.057687826454639435, -0.03469044342637062, -0.027387911453843117, 0.021284962072968483, 0.05474243313074112, 0.024224424734711647, 0.04904092475771904, -0.0032237404957413673, -0.04003123193979263, 0.027566270902752876, -0.016225270926952362, -0.07718493789434433, -0.05308621749281883, -0.02512408420443535, -0.02014794573187828, -0.0032889896538108587, -0.011816111393272877, -0.03941575810313225, -0.09537843614816666, 0.08615045994520187, -0.04385551065206528, -0.01899023912847042, 0.04395949840545654, -0.02051202394068241, -0.04309743270277977, -0.009347515180706978, -0.05699881911277771, 0.06569935381412506, -0.03130444884300232, 0.027460355311632156, -0.0737834945321083, 0.0607961043715477, 0.06709562242031097, -0.04960359260439873, 0.09336913377046585, 0.04867829009890556, -0.058006513863801956, -0.02150185965001583, -0.004247534088790417, 0.011241806671023369, 0.017846979200839996, -0.01905091479420662, 0.0013999550137668848, 0.01921488158404827, -0.013877732679247856, 0.01596881076693535, -0.02777322754263878, -0.023809220641851425, -0.02432345226407051, -0.3458755910396576, -0.033964674919843674, -0.013308461755514145, -0.020039163529872894, 0.019506724551320076, -0.05062326788902283, 0.0015659336932003498, -0.01177249662578106, -0.024608241394162178, -0.015442377887666225, 0.07232911884784698, -0.004230218939483166, 0.0075400457717478275, -0.08551602065563202, 0.00025110752903856337, 0.005210506729781628, -0.010580888949334621, -0.04453807324171066, -0.033409908413887024, 0.028721706941723824, -0.00367607269436121, 0.004116702824831009, 0.025018658488988876, -0.08190390467643738, -0.027840429916977882, -0.049163807183504105, 0.09531670063734055, -0.028914179652929306, 0.11354012042284012, -0.03078874759376049, 0.03920982778072357, -0.00393297802656889, 0.019867591559886932, -0.08964464068412781, 0.030777595937252045, -0.048154301941394806, -0.012039188295602798, -0.019930627197027206, 0.01946200430393219, -0.04905649274587631, -0.03422029688954353, -0.0014557538088411093, -0.07716146111488342, -0.015642676502466202, -0.08068708330392838, 0.030967121943831444, -0.0366358757019043, -0.01909269392490387, -0.036398276686668396, 0.0706830620765686, 0.008997038006782532, 0.022032562643289566, -0.001373009872622788, 0.008658240549266338, -0.0369291827082634, -0.010778812691569328, -0.10035546869039536, 0.033536870032548904, 0.011545694433152676, -0.007651180028915405, 0.042368389666080475, 0.07735872268676758, 0.03418546915054321, -0.05316045135259628, 0.003928801044821739, 0.02019069902598858, -0.0034000014420598745, -0.02539706788957119, 0.05159160494804382, -0.029011059552431107, -0.01971481367945671, 0.13652737438678741, 0.011459002271294594, -0.057537250220775604, 0.028374169021844864, 0.029264306649565697, -0.029447879642248154, 0.027833783999085426, 0.018394747748970985, -0.0060006179846823215, 0.01620524190366268, -0.02579686790704727, 0.00978051871061325, -0.029251448810100555, -0.0068724132142961025, 0.01622440107166767, -0.01689320057630539, -0.07401800155639648, 0.05355343595147133, 0.017419928684830666, -0.0022998584900051355, 0.01692892797291279, -0.007953906431794167, -0.06844774633646011, 0.08316365629434586, -0.003889409126713872, -0.22330738604068756, 0.01551926601678133, 0.07979296892881393, 0.08204174786806107, -0.004205659031867981, 0.03506757318973541, 0.02880798652768135, -0.06795170903205872, 0.02131136879324913, -0.0018875100649893284, 0.05516701936721802, 0.012555012479424477, 0.01212723832577467, -0.012300482951104641, 0.04115922749042511, -0.006976483855396509, 0.07198113948106766, -0.025976957753300667, 0.03962763398885727, -0.001846914179623127, 0.015053984709084034, 0.010301907546818256, 0.16284792125225067, -0.000665078463498503, 0.0360831692814827, -0.02198108658194542, -0.0043409960344433784, 0.02359345555305481, 0.07791581749916077, 0.01725964993238449, 0.011196457780897617, 0.004306701477617025, 0.05528244748711586, 0.025333033874630928, 0.02027447707951069, -0.05542545020580292, -0.007896481081843376, 0.01724570244550705, 0.020392104983329773, -0.0006863883463665843, 0.01096480991691351, -0.0013774444814771414, -0.04719420149922371, 0.016232367604970932, 0.07239018380641937, 0.03395071625709534, 0.004885952454060316, -0.05183359608054161, -0.059625204652547836, -0.007151104509830475, -0.03762102127075195, -0.032691191881895065, 0.012395883910357952, 0.01841374859213829, 0.01032053492963314, 0.0658055767416954, 0.021159864962100983, -0.019215641543269157, -0.02445441298186779, 0.0028775855898857117, -0.00030418875394389033, -0.020428549498319626, 0.12517143785953522, 0.04177391901612282, 0.011349969543516636 ]
[ 0.0034974718000739813, -0.011836634017527103, -0.015411713160574436, 0.004588893614709377, -0.023033378645777702, 0.011846472509205341, -0.013921352103352547, 0.014987197704613209, 0.026783864945173264, -0.004204859025776386, 0.0018936732085421681, 0.03393781557679176, 0.007992276921868324, -0.007905874401330948, 0.017459366470575333, -0.02042761631309986, -0.00009431680518900976, 0.010911406949162483, 0.02246699295938015, -0.007570567540824413, 0.01993030682206154, -0.004003139212727547, -0.009411165490746498, -0.014285657554864883, -0.013818569481372833, 0.03468119353055954, -0.0169660821557045, -0.019467506557703018, 0.014888977631926537, -0.14628471434116364, -0.01632431335747242, 0.0017648609355092049, -0.004388152156025171, 0.003564309561625123, 0.017565693706274033, 0.001962257083505392, 0.0010915979510173202, 0.02225719951093197, 0.013523661531507969, 0.01708652824163437, 0.0044887475669384, 0.023817244917154312, 0.0077410233207046986, -0.013383475132286549, -0.017391107976436615, 0.01123696006834507, -0.004974316339939833, -0.04168323054909706, -0.033000119030475616, -0.07481756806373596, -0.022112475708127022, -0.008030707016587257, -0.008377715945243835, 0.011742888949811459, 0.0028582524973899126, -0.02054121531546116, 0.022259516641497612, -0.01700977049767971, -0.007738061249256134, -0.016447672620415688, -0.010141929611563683, -0.005071673076599836, -0.02979208715260029, -0.021890709176659584, -0.014284508302807808, -0.002717094961553812, -0.04757760465145111, 0.030803944915533066, -0.02100873552262783, -0.0023618359118700027, -0.02336745522916317, 0.0026685732882469893, -0.009621476754546165, -0.02384253405034542, 0.0261631328612566, 0.022915953770279884, 0.018379800021648407, -0.012218207120895386, 0.027510132640600204, -0.012493803165853024, -0.05606859549880028, 0.051105204969644547, 0.013629045337438583, 0.015515577048063278, 0.015426036901772022, 0.011052967980504036, 0.014188849367201328, -0.008463365025818348, 0.011833608150482178, 0.008531606756150723, -0.019509023055434227, 0.0396469347178936, -0.003915173467248678, -0.014874701388180256, -0.07770361006259918, -0.00413639796897769, 0.013237504288554192, -0.018233196809887886, -0.0009199454798363149, 0.8685460686683655, -0.00531264953315258, 0.044222209602594376, 0.012942756526172161, -0.02106894552707672, 0.005598890595138073, 0.03867124393582344, -0.0036214254796504974, -0.018300486728549004, 0.028463291004300117, -0.039259154349565506, -0.025731375440955162, 0.0019712690263986588, 0.02885756827890873, 0.012395700439810753, 0.031564075499773026, 0.017744779586791992, -0.011748221702873707, 0.0073768869042396545, -0.007846026681363583, 0.01902914047241211, 0.019659683108329773, -0.016434988006949425, -0.018432483077049255, 0.011081885546445847, 0.00717355078086257, -0.17748792469501495, -0.014287639409303665, -9.089078073559411e-33, 0.05365845561027527, 0.009297875687479973, 0.01603602059185505, 0.009693400003015995, 0.023799311369657516, 0.004307465627789497, 0.04742913320660591, 0.014352050609886646, 0.014309530146420002, -0.009180763736367226, 0.037731487303972244, -0.012426828034222126, -0.02864369936287403, -0.0014354147715494037, 0.01533414050936699, 0.003951747436076403, -0.021347492933273315, 0.008303528651595116, -0.009201678447425365, 0.025894122198224068, 0.017236696556210518, 0.018030578270554543, -0.014119650237262249, -0.030901096761226654, 0.0031055952422320843, 0.007856893353164196, 0.0024758439976722, 0.02369663678109646, -0.009463699534535408, -0.03597202152013779, -0.03160500526428223, 0.03223644569516182, -0.018449142575263977, -0.025042671710252762, -0.011315937153995037, -0.04067973792552948, -0.03764047101140022, 0.027490105479955673, 0.0005735935410484672, -0.018622269853949547, -0.015213913284242153, -0.011610924266278744, -0.014064953662455082, -0.002010492142289877, -0.0021210352424532175, 0.005590364336967468, 0.0014663549372926354, -0.00180407939478755, 0.027539750561118126, 0.023812467232346535, 0.011030372232198715, -0.024873966351151466, 0.020010147243738174, -0.010563085786998272, -0.03341105207800865, 0.042875535786151886, -0.005490248557180166, 0.0009884126484394073, -0.007987754419445992, 0.039953529834747314, 0.006911362521350384, 0.01973067969083786, -0.03550189733505249, 0.012485014274716377, 0.006922147702425718, -0.01645790971815586, 0.006607194896787405, -0.014374153688549995, 0.03834810107946396, -0.026647668331861496, -0.029936036095023155, -0.0024151031393557787, -0.022337602451443672, -0.006224879529327154, 0.012397618032991886, -0.03452249988913536, 0.01098696794360876, 0.015483138151466846, -0.027815062552690506, 0.018959037959575653, 0.025140821933746338, -0.005326869897544384, 0.004682916682213545, -0.041073791682720184, -0.0012094764970242977, 0.0025041853077709675, 0.02252216823399067, -0.02621385082602501, 0.005672731436789036, 0.016850577667355537, 0.028271589428186417, -0.006464274134486914, 0.008100404404103756, 0.005099000874906778, -0.013181308284401894, 8.630891681443992e-33, 0.03726036101579666, -0.032444171607494354, -0.008313850499689579, 0.0025231612380594015, 0.0010305740870535374, -0.0009024803875945508, -0.0010147964349016547, 0.03976861760020256, -0.06740570813417435, 0.03546665236353874, -0.014663920737802982, -0.0014361119829118252, -0.009821812622249126, 0.0263584665954113, 0.05365568399429321, -0.03002692386507988, 0.013533221557736397, -0.021785074844956398, 0.019934803247451782, 0.012192492373287678, 0.024399688467383385, 0.012590129859745502, 0.0025812506210058928, 0.010667226277291775, -0.020146328955888748, 0.061332400888204575, -0.025437436997890472, 0.04038136452436447, 0.018949849531054497, 0.013465231284499168, 0.0007367192883975804, 0.00808028131723404, 0.021201903000473976, -0.00752296345308423, -0.035603057593107224, -0.002792983315885067, -0.0038829934783279896, -0.027709301561117172, 0.0021313896868377924, 0.0035832629073411226, -0.00029002295923419297, -0.004700792953372002, -0.004292230121791363, 0.01786090061068535, 0.00482110446318984, 0.012782026082277298, 0.013547494076192379, 0.0020730418618768454, 0.021714793518185616, 0.00970425270497799, -0.007998758926987648, 0.00802739430218935, -0.013128612190485, 0.002501321490854025, 0.008688410744071007, 0.0033377211075276136, -0.02639535628259182, -0.01254409272223711, -0.004774122964590788, 0.04030006006360054, -0.014443864114582539, 0.01581852324306965, -0.05773281678557396, -0.013473770581185818, -0.033662568777799606, -0.01840204745531082, -0.031825657933950424, -0.006722780875861645, 0.018684521317481995, -0.026847776025533676, -0.04475481063127518, 0.0006103074410930276, 0.01545694563537836, 0.010371508076786995, 0.007466540671885014, -0.02167559787631035, -0.06734581291675568, -0.016420817002654076, -0.018799949437379837, 0.020184149965643883, -0.0051221540197730064, -0.020344914868474007, -0.022533824667334557, 0.021565867587924004, 0.011393939144909382, 0.0076685091480612755, 0.019271526485681534, 0.034069959074258804, -0.007482326123863459, -0.017329256981611252, 0.007254831492900848, -0.006176188588142395, 0.031842928379774094, 0.015218667685985565, -0.005651311948895454, -1.4281020810358314e-8, 0.014179880730807781, 0.00477806618437171, 0.005662922747433186, 0.01026665885001421, -0.006126096472144127, -0.00978344026952982, -0.02318420447409153, 0.0003812332870438695, -0.019339079037308693, 0.02415030635893345, 0.04945627599954605, -0.008888070471584797, -0.014368616975843906, -0.009702801704406738, 0.03869761899113655, -0.012335316278040409, -0.028236493468284607, 0.0028876473661512136, 0.03570350632071495, 0.022057680413126945, 0.016368484124541283, 0.04477893188595772, -0.050385236740112305, 0.021742992103099823, 0.010316876694560051, -0.003410744247958064, 0.010057767853140831, -0.07399211078882217, -0.021541709080338478, 0.025623127818107605, 0.026519915089011192, -0.035423699766397476, 0.0004287917399778962, 0.016612155362963676, -0.016653459519147873, -0.02949688397347927, -0.01090331096202135, -0.02689512073993683, 0.015713417902588844, -0.0040301363915205, 0.005008120555430651, 0.0187534149736166, -0.011669188737869263, -0.03503292798995972, -0.02078281156718731, -0.006942334584891796, -0.011255580000579357, -0.041160885244607925, -0.002953129820525646, -0.021529696881771088, -0.017519691959023476, 0.0207474697381258, -0.0065282671712338924, 0.0014545610174536705, 0.016315819695591927, 0.027550317347049713, 0.006047757342457771, -0.026447832584381104, -0.06178674474358559, 0.01209971122443676, 0.027864400297403336, 0.03359324112534523, -0.012799080461263657, -0.030073639005422592 ]
learning-cycles
https://markhneedham.com/blog/2008/12/07/learning-cycles
false
2008-12-09 22:07:37
TDD: One test at a time
[ "tdd", "testing" ]
[ "Testing" ]
My colleague Sarah Taraporewalla has written a series of posts recently about her http://sarahtaraporewalla.com/thoughts/testing/what-is-a-good-test/[experiences] with http://sarahtaraporewalla.com/thoughts/testing/tdd-does-not-mean-test-first/[TDD] and http://sarahtaraporewalla.com/thoughts/testing/a-conversation-with-a-tdder/[introducing it at her current client]. While I agreed with the majority of the posts, one thing I found interesting was that in the http://sarahtaraporewalla.com/thoughts/testing/a-conversation-with-a-tdder/[conversation with a TDDer] there were two tests being worked on at the same time (at least as far as I understand from the example). This means that there will be two tests failing if we run our test suite, something which I try to avoid wherever possible. I like to keep my focus just on the test that I am currently working on, so my approach if I had another test that I knew needed to be written would either be to write it down on a piece of paper or to write the skeleton and then just not put anything inside the test body. This could be seen as being a touch risky in case I then forget to actually write the test and the build remains green, but I prefer this trade off than the distraction that I feel when having more than one test red. When driving out the design of classes I am now veering towards the approach of *severe simplicity* such that we literally only do enough to make the test green even if that involves returning a hard coded value for example. The next test after that would probably be the one that drives out the implementation since it becomes easier to write the code to handle the general case rather than hard coding specific implementations for the individual tests. I started becoming convinced of this approach after trying the http://codekata.pragprog.com/2007/01/kata_two_karate.html[Karate Chop Code Kata]a couple of months ago where I set up all the tests initially and therefore had 20 tests failing all at once. It felt quite overwhelming having that many tests failing, and the sense of progress from making a test pass wasn't there for me. It seems a bit ridiculous but *keeping the steps as small as possible* is certainly the approach I am seeing the most success with at the moment.
null
null
[ 0.026204435154795647, -0.016163157299160957, -0.02306859940290451, 0.03819660469889641, 0.07988429069519043, 0.02964085340499878, 0.03033209778368473, 0.03014758974313736, 0.02952614054083824, -0.022830769419670105, 0.003170270938426256, 0.0025755104143172503, -0.03522200137376785, -0.0018296500202268362, -0.0313732884824276, 0.0703643411397934, 0.08371993899345398, -0.006322091445326805, 0.034444328397512436, -0.004451560787856579, 0.04909753054380417, 0.05954563990235329, 0.008862713351845741, 0.041122712194919586, 0.023507390171289444, 0.020130928605794907, 0.022294044494628906, 0.010891495272517204, -0.060547515749931335, -0.03724439814686775, 0.04027976840734482, 0.003944749478250742, 0.026415307074785233, -0.0012213611043989658, 0.03154045343399048, -0.0040616136975586414, -0.011829697526991367, 0.03798803314566612, 0.019369332119822502, -0.0011288691312074661, -0.0823167935013771, 0.02855086512863636, -0.018854953348636627, 0.012443719431757927, -0.055061571300029755, 0.015551326796412468, -0.018992064520716667, -0.0011924324790015817, 0.018331198021769524, 0.005891152657568455, -0.05253572389483452, 0.04424234479665756, 0.00469265878200531, -0.0026700443122535944, -0.005533482879400253, 0.0540742464363575, 0.0392892099916935, -0.0775354877114296, 0.013972320593893528, -0.0413939505815506, -0.005249830894172192, -0.017205948010087013, -0.009431729093194008, 0.0469747930765152, 0.03981773555278778, -0.010811281390488148, -0.007437166757881641, 0.029473405331373215, -0.03364516422152519, 0.002758423099294305, -0.012886748649179935, 0.008405791595578194, -0.013561361469328403, -0.0032667771447449923, 0.0017379277851432562, -0.04951077327132225, -0.005500140134245157, 0.05101143196225166, 0.01656724326312542, 0.04518786445260048, -0.019680799916386604, -0.003620969597250223, 0.003833342809230089, 0.029740743339061737, -0.018603775650262833, -0.04520102217793465, -0.008072860538959503, -0.0261563528329134, -0.04994099587202072, 0.08014340698719025, 0.017285186797380447, -0.04175229370594025, 0.026770122349262238, 0.039621174335479736, -0.014086196199059486, 0.02191004529595375, 0.027733072638511658, -0.020161284133791924, -0.008508335798978806, -0.018916010856628418, -0.0392189659178257, -0.03524039313197136, 0.007068228907883167, 0.019237687811255455, -0.0757720097899437, 0.012858137488365173, -0.03657244145870209, -0.013686221092939377, -0.028289152309298515, 0.02697516791522503, -0.03691725805401802, 0.02246990241110325, -0.0013662601122632623, -0.007276469375938177, -0.09021765738725662, 0.07334261387586594, 0.009759319014847279, -0.03744598850607872, -0.028107590973377228, 0.004497973248362541, 0.0200891625136137, 0.0196007639169693, 0.003284973558038473, 0.09056494385004044, 0.015627330169081688, 0.03660688176751137, -0.02615972049534321, 0.04799911007285118, -0.006974746938794851, -0.059528663754463196, -0.006623102352023125, 0.04393687844276428, -0.0075808800756931305, 0.013202354311943054, 0.0005035906215198338, -0.03201304376125336, 0.013879721984267235, -0.010882342234253883, 0.03277627378702164, 0.056364428251981735, -0.013839848339557648, -0.012274365872144699, 0.023150015622377396, 0.01280175894498825, 0.011738399975001812, 0.007108086254447699, -0.008593800477683544, -0.0036159090232104063, -0.03944632038474083, 0.010131817311048508, -0.0067295655608177185, 0.02471080981194973, 0.00772859388962388, -0.038219962269067764, 0.0038864894304424524, 0.06224208325147629, 0.01623573713004589, 0.01726248674094677, -0.011608757078647614, 0.054898373782634735, 0.03696880117058754, 0.026285624131560326, 0.020473433658480644, 0.03871186822652817, 0.01966974139213562, 0.012024926953017712, 0.003596115857362747, 0.04546042159199715, -0.002868630923330784, 0.0168142169713974, -0.06206977739930153, -0.049101922661066055, 0.050016310065984726, -0.061981942504644394, -0.03170971944928169, 0.05514002591371536, 0.0692765861749649, 0.009756581857800484, 0.03764520213007927, -0.0034800018183887005, -0.08424681425094604, 0.026653386652469635, 0.015116045251488686, 0.03416825458407402, 0.007672566920518875, -0.029678981751203537, 0.07153116911649704, 0.029824096709489822, -0.021938249468803406, 0.05546247959136963, -0.08315961807966232, -0.08448364585638046, -0.008886117488145828, -0.008607655763626099, 0.059474773705005646, -0.035745296627283096, 0.006427097599953413, 0.0732271745800972, 0.0342508964240551, 0.04832987114787102, 0.017598431557416916, 0.004672053270041943, 0.014048686251044273, -0.048757463693618774, -0.02894776314496994, 0.07208463549613953, 0.04917072132229805, -0.015997907146811485, -0.05005073547363281, 0.0076414537616074085, 0.006175403483211994, -0.006574306637048721, 0.04059278219938278, -0.01937965303659439, 0.025980189442634583, 0.02152060903608799, 0.06334000080823898, -0.01930622011423111, 0.07234777510166168, -0.05956233665347099, 0.0020681151654571295, -0.012287515215575695, -0.013016833923757076, 0.004089901689440012, 0.0029991562478244305, 0.10513728111982346, 0.051599130034446716, -0.04111510142683983, -0.037810999900102615, -0.001564017147757113, 0.0020250899251550436, -0.03838207572698593, -0.008827801793813705, -0.006713029462844133, -0.0007873444119468331, 0.014311547391116619, -0.06975472718477249, -0.03191987797617912, 0.03619545325636864, -0.05874553695321083, 0.009644312784075737, 0.08560299128293991, -0.006089658010751009, 0.058298222720623016, -0.03411422669887543, -0.016933906823396683, -0.013331392779946327, -0.008696779608726501, -0.036488115787506104, 0.005833507515490055, 0.019051071256399155, -0.013611427508294582, 0.023736916482448578, -0.022895485162734985, -0.037981219589710236, -0.028593135997653008, -0.02919158712029457, -0.003958567511290312, 0.054840486496686935, 0.06584569066762924, -0.01728753373026848, 0.06085171550512314, 0.010607307776808739, 0.027034670114517212, 0.0026149204932153225, -0.06301376223564148, -0.03648245707154274, -0.020764818415045738, -0.009269925765693188, 0.048261672258377075, 0.011582663282752037, 0.01906215213239193, 0.01598011888563633, -0.0006359221297316253, -0.022000940516591072, -0.01306837797164917, 0.02363269403576851, 0.028789669275283813, -0.017968082800507545, -0.017502736300230026, -0.03190462291240692, 0.03940274566411972, -0.030235473066568375, -0.03021818771958351, 0.02001301385462284, -0.07802494615316391, 0.04914972931146622, -0.07844477146863937, -0.06655830144882202, 0.017577745020389557, 0.015850147232413292, 0.05928254872560501, -0.006475045811384916, 0.00591439101845026, 0.08550959825515747, -0.02172311209142208, 0.01928412914276123, 0.014999879524111748, -0.001670606667175889, 0.03359036520123482, 0.011286294087767601, 0.002042465377599001, 0.037131212651729584, 0.020129455253481865, 0.0033644279465079308, -0.051407817751169205, 0.024940812960267067, -0.045038435608148575, -0.28566259145736694, 0.04103325307369232, 0.003293084679171443, -0.037072986364364624, 0.03252914547920227, -0.024185262620449066, 0.006372315809130669, -0.0449545718729496, -0.024421796202659607, 0.020188946276903152, -0.03108794242143631, -0.035456813871860504, -0.023148462176322937, 0.04536660760641098, -0.01205724012106657, -0.0027566859498620033, 0.008216979913413525, -0.0373176634311676, 0.022305240854620934, 0.057725246995687485, 0.00017724688223097473, -0.07207144051790237, -0.0065171727910637856, 0.04685685411095619, 0.05300559848546982, 0.05340580269694328, -0.10041544586420059, 0.045278798788785934, -0.0447271466255188, 0.0024417561944574118, 0.014307689853012562, 0.004225923679769039, -0.004541909787803888, -0.02551666647195816, -0.014394795522093773, 0.0007167409057728946, 0.03371647372841835, -0.02043425850570202, -0.027840688824653625, 0.01571725495159626, -0.006382408551871777, -0.046475816518068314, -0.012274342589080334, -0.012460296042263508, 0.06253248453140259, -0.0031387622002512217, -0.05543197691440582, -0.009018590673804283, -0.02943885326385498, 0.0821884348988533, -0.04571854695677757, -0.030410222709178925, -0.015352925285696983, 0.02121872268617153, -0.02430613711476326, -0.02840452454984188, -0.0004819521273020655, -0.01689676009118557, -0.03507005050778389, -0.036988578736782074, -0.03563075512647629, -0.04096034914255142, -0.006407544948160648, -0.06068586930632591, -0.002908224007114768, -0.06960391998291016, -0.041748370975255966, -0.014001203700900078, 0.07224895805120468, 0.0059064640663564205, -0.03629332780838013, -0.00047872698633000255, -0.00856629665941, -0.1098891869187355, -0.0012928914511576295, -0.007882319390773773, -0.03899795934557915, -0.023780569434165955, 0.004012899938970804, 0.055198997259140015, -0.030185328796505928, -0.05966276302933693, 0.04573207348585129, 0.012862157076597214, 0.014339225366711617, -0.018369169905781746, 0.03517576679587364, 0.017508458346128464, -0.0031152728479355574, 0.007156343664973974, 0.06834673881530762, 0.004196591209620237, -0.029919439926743507, -0.020078696310520172, 0.03254280239343643, 0.0395309142768383, 0.027689766138792038, -0.006419796496629715, 0.0023218044079840183, 0.0160001702606678, 0.003058110596612096, -0.0626208484172821, 0.04199067875742912, -0.01443027425557375, 0.00048359992797486484, -0.031604643911123276, -0.06340402364730835, 0.02780758962035179, 0.024626880884170532, 0.02241719886660576, -0.018420971930027008, -0.042402781546115875, -0.007307127118110657, -0.03268735110759735, -0.02914544939994812, -0.02676471136510372, 0.0163438580930233, 0.02767481654882431, -0.025770148262381554, -0.0019330199575051665, -0.05371794104576111, -0.003826254978775978, -0.01780226081609726, -0.005627743434160948, -0.04171203821897507, -0.024682175368070602, -0.007188148330897093, -0.028082983568310738, 0.009842602536082268, 0.02201787196099758, -0.01506325788795948, 0.02588023617863655, 0.01623150147497654, -0.033465225249528885, 0.01019278820604086, -0.022321000695228577, -0.04966926947236061, -0.01677185297012329, 0.0017306788358837366, -0.005620402749627829, -0.01341175101697445, 0.014653727412223816, -0.008960704319179058, 0.013423500582575798, 0.059903230518102646, -0.0004320876905694604, 0.011797145009040833, -0.029583914205431938, 0.011935929767787457, 0.0016609744634479284, 0.009863111190497875, -0.07258202880620956, 0.02038898505270481, -0.04088994115591049, -0.03191675618290901, -0.026834826916456223, 0.03728834539651871, 0.0009094830602407455, -0.044029414653778076, -0.007455532439053059, -0.006552642211318016, -0.059642743319272995, -0.02307114005088806, -0.036917950958013535, 0.026672417297959328, 0.05054911971092224, -0.01694968156516552, 0.025390082970261574, -0.014436360448598862, -0.020427687093615532, 0.007290760520845652, -0.005469774827361107, -0.03107832372188568, 0.019112391397356987, 0.006828279234468937, 0.00353856454603374, 0.0010255863890051842, -0.008653718046844006, 0.0495467446744442, 0.018259519711136818, -0.0006641971413046122, -0.036724984645843506, 0.013638998381793499, 0.0375959537923336, 0.0589427687227726, -0.0018461925210431218, 0.0026717553846538067, -0.008628621697425842, -0.00840736087411642, 0.0016331308288499713, -0.027035122737288475, -0.02688579633831978, 0.006139469798654318, 0.04423574358224869, -0.040910378098487854, -0.06999590247869492, 0.047660160809755325, 0.023750975728034973, 0.023545151576399803, 0.01818876340985298, 0.004733070265501738, -0.003359250957146287, -0.02180553413927555, 0.049061618745326996, 0.06033674255013466, -0.06445013731718063, 0.018437877297401428, 0.007853809744119644, 0.007901615463197231, 0.0011000054655596614, 0.003818930359557271, -0.0436205230653286, -0.011371415108442307, -0.02113283798098564, -0.011976678855717182, -0.04980335757136345, -0.02803414687514305, -0.02001582458615303, 0.03248974680900574, -0.004235978703945875, -0.010576371103525162, -0.027262989431619644, 0.006653476972132921, -0.01188429445028305, -0.02809842675924301, 0.025571754202246666, -0.047974035143852234, 0.004043898545205593, 0.025885755196213722, -0.03703538700938225, 0.023036625236272812, -0.03291282057762146, 0.02899932861328125, 0.012086697854101658, -0.027290327474474907, -0.04208523780107498, -0.030634982511401176, -0.002740337047725916, -0.004898447543382645, 0.03383699804544449, 0.0006403953884728253, -0.04747519642114639, -0.049510225653648376, -0.002146156271919608, -0.05545471981167793, 0.022045835852622986, -0.03281622752547264, -0.02566670998930931, 0.032857343554496765, 0.05832865834236145, 0.042424894869327545, 0.040346767753362656, -0.003745759604498744, -0.020137006416916847, 0.049954257905483246, -0.08489628881216049, -0.02313549630343914, -0.05080949887633324, -0.06778733432292938, 0.008045024238526821, -0.0019224678399041295, 0.009580064564943314, -0.017047343775629997, 0.04254171624779701, -0.003773766802623868, 0.0160050205886364, 0.029112430289387703, -0.02004506066441536, 0.03323723003268242, -0.06260473281145096, 0.01337545458227396, -0.0919073075056076, 0.01658717356622219, 0.02861475944519043, -0.0010354710975661874, 0.0020277914591133595, -0.0047863260842859745, -0.03607327863574028, 0.025335153564810753, -0.059957124292850494, 0.00207951245829463, 0.04382592439651489, -0.0064963074401021, -0.011384706012904644, 0.01564490608870983, -0.06068934500217438, 0.03758348897099495, 0.01488692220300436, -0.04748350754380226, -0.027235891669988632, -0.008078441955149174, 0.05574996396899223, 0.027759505435824394, 0.022912951186299324, -0.0314721055328846, 0.011475566774606705, 0.07313228398561478, 0.01447552815079689, 0.009295952506363392, 0.03767184168100357, -0.01014077290892601, 0.04195234924554825, 0.04479563236236572, 0.034957513213157654, -0.021810995414853096, 0.01735692471265793, -0.01483843196183443, -0.05916953459382057, 0.0422491617500782, 0.022216638550162315, -0.04333818703889847, -0.028900347650051117, 0.06953311711549759, 0.01880200020968914, -0.026728445664048195, -0.04607822000980377, 0.01065474096685648, -0.06257175654172897, -0.011580487713217735, -0.022036900743842125, 0.00032886365079320967, -0.03982727602124214, 0.05529918149113655, 0.007933033630251884, -0.009661436080932617, 0.07114668935537338, -0.007359037641435862, -0.018330637365579605, -0.01875135488808155, 0.10287098586559296, 0.08953980356454849, 0.04322607442736626, 0.00973947998136282, 0.060694146901369095, -0.022349949926137924, -0.047020792961120605, 0.017506729811429977, -0.009413165971636772, -0.0028917035087943077, -0.03011796995997429, 0.011789258569478989, 0.03997756168246269, -0.008258377201855183, 0.06593400985002518, -0.02014293521642685, -0.005098243243992329, 0.016086453571915627, 0.02963850274682045, 0.008700501173734665, 0.06685378402471542, -0.015103539451956749, 0.010584337636828423, -0.01011773943901062, -0.0399082712829113, 0.03354813531041145, -0.03241325914859772, -0.013863233849406242, 0.02652914822101593, -0.030316170305013657, 0.012040306814014912, 0.00848559383302927, 0.017446244135499, 0.07924631237983704, -0.032680388540029526, 0.012202128767967224, -0.02635887637734413, 0.030189594253897667, 0.009761628694832325, 0.007468799129128456, -0.02019185945391655, -0.01722061261534691, -0.006655373610556126, -0.028874771669507027, -0.011201450601220131, -0.020070096477866173, -0.03164716437458992, 0.032975491136312485, -0.015554649755358696, 0.003874967573210597, 0.042253900319337845, -0.0018803081475198269, -0.026672109961509705, -0.06850669533014297, -0.04284072294831276, -0.02364306151866913, -0.040750496089458466, -0.020543118938803673, 0.03345296531915665, 0.000020250094166840427, -0.02503173053264618, -0.01516113430261612, -0.027622943744063377, -0.019336409866809845, 0.052235592156648636, -0.042063068598508835, -0.045148469507694244, 0.025522273033857346, 0.0065947785042226315, 0.02956152707338333, 0.008861735463142395, 0.05071518197655678, 0.01601845771074295, 0.005079928785562515, -0.031072555109858513, -0.018633322790265083, 0.025491371750831604, -0.007500753737986088, 0.036274254322052, -0.07737696170806885, 0.0045258463360369205, 0.021559247747063637, 0.003383450210094452, -0.04659939929842949, 0.035192523151636124, -0.006145147141069174, 0.013773540034890175, 0.05274663120508194, -0.0030728415586054325, 0.02308112569153309, -0.031698744744062424, 0.004574200604110956, -0.010983933694660664, 0.017663350328803062, 0.040737446397542953, -0.02033238112926483, 0.08492019772529602, -0.0025947613175958395, -0.015578110702335835, -0.03952435404062271, -0.018645964562892914, 0.006723750848323107, -0.005330034997314215, -0.010760520584881306, -0.03691216930747032, -0.034334681928157806, -0.07605000585317612, -0.02687172032892704, 0.01240173727273941, -0.008165010251104832, -0.041806578636169434, 0.029000645503401756, 0.00511898472905159, -0.04256517067551613, 0.02485635317862034, -0.05162270367145538, 0.03731604665517807, -0.036134686321020126, -0.01599152386188507, 0.020019078627228737, 0.014142028987407684, -0.01964527554810047, 0.0026855512987822294, 0.04273015260696411, -0.054797008633613586, -0.003625838551670313, 0.00707276863977313, 0.03694603964686394, 0.03263692557811737, -0.0029354961588978767, -0.019780181348323822 ]
[ -0.10836227238178253, 0.008716032840311527, -0.02240990474820137, -0.019553132355213165, 0.0018995803548023105, -0.03241364657878876, 0.005603711120784283, 0.032008055597543716, -0.009102820418775082, -0.025043154135346413, -0.0021225318778306246, -0.04412919282913208, -0.008730252273380756, 0.003909780643880367, 0.07420950382947922, -0.004173533525317907, 0.0016085492679849267, -0.09689950197935104, 0.02557792142033577, 0.026696523651480675, -0.02048552967607975, -0.007788130082190037, -0.024174142628908157, -0.01286634337157011, 0.018128156661987305, 0.03692227229475975, 0.04542451351881027, -0.06580880284309387, 0.0073697129264473915, -0.1979101449251175, 0.007922033779323101, -0.0014456493081524968, 0.04043850302696228, -0.02027430571615696, 0.006023862399160862, 0.03224051371216774, 0.008744901977479458, 0.03319430351257324, -0.008666912093758583, 0.011230029165744781, -0.0017302937339991331, 0.004655955359339714, -0.046369388699531555, -0.022066552191972733, 0.05444193258881569, 0.014458292163908482, 0.0006356863304972649, -0.053340550512075424, 0.030535059049725533, 0.01319483108818531, -0.05189339816570282, -0.04868291690945625, 0.003995937295258045, -0.052636899054050446, -0.027977894991636276, -0.0006898634019307792, 0.028313999995589256, 0.06759839504957199, 0.008368338458240032, 0.036365363746881485, 0.005596444010734558, -0.0034415479749441147, -0.1390930414199829, 0.08931951969861984, 0.03576452657580376, 0.05065828561782837, -0.02722320891916752, -0.013853718526661396, 0.015873901546001434, 0.10779111832380295, 0.03198692947626114, -0.019192587584257126, -0.008492706343531609, 0.06636270135641098, 0.009341352619230747, 0.013164052739739418, 0.016051143407821655, 0.024576460942626, 0.049769461154937744, -0.052603308111429214, -0.03008301556110382, -0.010582289658486843, 0.0024437159299850464, -0.015920188277959824, -0.02720501273870468, -0.012588586658239365, -0.031105516478419304, 0.033660098910331726, 0.027292395010590553, 0.03975851833820343, 0.06603051722049713, -0.016268769279122353, 0.008174887858331203, 0.016725292429327965, -0.1121986135840416, -0.06073756143450737, -0.005109210964292288, 0.021285641938447952, -0.046275027096271515, 0.4622556269168854, -0.04364563152194023, -0.022357415407896042, 0.06191730499267578, 0.02754746749997139, -0.024938499554991722, -0.009040337055921555, 0.0345134399831295, -0.0850873664021492, -0.0049724699929356575, -0.02975231409072876, 0.04945193976163864, 0.0060918498784303665, 0.05521082133054733, -0.021456236019730568, 0.00088211934780702, 0.043187662959098816, 0.05380944535136223, 0.008603151887655258, -0.005392690189182758, 0.015585553832352161, -0.018769528716802597, -0.005095086991786957, 0.01514515932649374, -0.04448510706424713, -0.005703193135559559, -0.06001183018088341, 0.027232814580202103, 0.06326749920845032, 0.01643366925418377, -0.007489955984055996, 0.04871376231312752, -0.055619873106479645, -0.06779745221138, 0.0035760910250246525, 0.00395352253690362, 0.0017819517524912953, 0.030433855950832367, -0.013578101992607117, 0.02051359787583351, 0.02416769601404667, 0.030363451689481735, -0.03137700632214546, 0.02663458324968815, 0.003996920306235552, -0.04593922942876816, 0.0926542580127716, -0.0026772867422550917, -0.014816861599683762, 0.009516354650259018, -0.030244525521993637, 0.031018536537885666, 0.033338695764541626, -0.011318239383399487, -0.05869350954890251, 0.03619656339287758, 0.01081549096852541, 0.0882917121052742, 0.0013954469468444586, -0.04684406891465187, -0.005750142503529787, 0.0046656313352286816, -0.022925416007637978, -0.07170484215021133, 0.025238437578082085, 0.057451989501714706, -0.0652327686548233, -0.027937574312090874, 0.0015796965453773737, 0.04406316578388214, -0.09764888882637024, 0.03769877925515175, 0.010027850978076458, -0.04472300410270691, -0.03372684493660927, 0.02376650832593441, -0.029842661693692207, -0.026304790750145912, 0.023545147851109505, 0.04342764988541603, 0.005130352918058634, 0.02917647361755371, 0.009279901161789894, -0.03307545930147171, 0.03223057836294174, -0.004637404344975948, -0.058716677129268646, -0.03700108826160431, -0.020881036296486855, -0.016111908480525017, -0.013984305784106255, -0.034572258591651917, -0.030261419713497162, -0.09810136258602142, 0.07490548491477966, -0.0382867269217968, -0.03969164937734604, 0.033350296318531036, -0.028971271589398384, -0.020873308181762695, -0.012449528090655804, -0.02121960185468197, 0.02691330574452877, -0.02964838780462742, 0.05754486471414566, -0.04361468181014061, 0.07961256057024002, 0.07376603037118912, -0.06516619026660919, 0.08769336342811584, 0.035893604159355164, -0.013237757608294487, -0.04198065772652626, 0.018223484978079796, 0.00850342120975256, -0.016709085553884506, -0.02938804216682911, 0.013962133787572384, 0.01575682871043682, 0.005047622136771679, 0.028604887425899506, 0.008858869783580303, 0.017432790249586105, 0.007195482030510902, -0.3261173963546753, -0.05258580669760704, -0.020219838246703148, -0.010775844566524029, 0.03778497502207756, -0.04583527892827988, 0.0015652907313778996, 0.009967206977307796, -0.022717004641890526, 0.006017559207975864, 0.08633822202682495, 0.00452829385176301, 0.00301718688569963, -0.09818112850189209, 0.021873943507671356, 0.007482958026230335, -0.05332973599433899, -0.013629212975502014, -0.010344385169446468, 0.006913937162607908, 0.015719419345259666, 0.008260742761194706, -0.00830313004553318, -0.04475900158286095, 0.005886584520339966, -0.04159863293170929, 0.1033991351723671, 0.008686774410307407, 0.07962922006845474, -0.023624345660209656, 0.03298177570104599, 0.0056675756350159645, 0.033025775104761124, -0.08496689051389694, 0.0171694103628397, -0.028105325996875763, -0.031817249953746796, -0.004779778886586428, 0.03579402342438698, -0.049691569060087204, -0.03404635190963745, 0.02997019700706005, -0.06008419021964073, -0.04535113647580147, -0.06887389719486237, -0.003093292471021414, -0.03501719981431961, 0.0008000909583643079, -0.029621580615639687, 0.07917706668376923, 0.0032751585822552443, -0.02791459858417511, 0.0009148628450930119, -0.0013025704538449645, 0.016105657443404198, -0.021610921248793602, -0.11133463680744171, 0.014291670173406601, -0.0041749561205506325, -0.015508867800235748, 0.019586551934480667, 0.0850808247923851, 0.03095308504998684, -0.05181620270013809, -0.01676296442747116, 0.020640408620238304, -0.00828446913510561, -0.0036844811402261257, 0.033635690808296204, -0.014104404486715794, -0.01329092588275671, 0.10130780935287476, -0.00450858473777771, -0.010470992885529995, 0.028645547106862068, 0.03975480794906616, -0.014519661664962769, 0.02652822621166706, 0.024739142507314682, 0.005514757242053747, 0.010100583545863628, -0.025759931653738022, 0.0152906384319067, -0.03175834193825722, -0.0081019951030612, 0.01891898922622204, -0.00579414889216423, -0.014805829152464867, 0.07667998224496841, 0.010070105083286762, -0.03126766160130501, 0.01991381123661995, -0.011929330416023731, -0.052186641842126846, 0.05351638048887253, -0.006306818220764399, -0.22915877401828766, -0.007886657491326332, 0.058743879199028015, 0.04180430620908737, -0.021860282868146896, 0.023436423391103745, 0.022757047787308693, -0.041721563786268234, 0.0034976303577423096, 0.011666188016533852, 0.02349572628736496, 0.038753192871809006, -0.012747411616146564, -0.014854216016829014, 0.03832124546170235, -0.02255135029554367, 0.030967654660344124, -0.009185459464788437, 0.01704370230436325, -0.01208113506436348, 0.0009034285321831703, -0.017169587314128876, 0.13794904947280884, -0.003696284955367446, 0.01940668746829033, -0.0009555370779708028, 0.02634809911251068, 0.018227800726890564, 0.0865684524178505, -0.005754334386438131, -0.006382440682500601, 0.0012684110552072525, 0.009654337540268898, 0.00857564527541399, 0.018901363015174866, -0.074440136551857, -0.030585266649723053, 0.009548394940793514, 0.029764393344521523, 0.0073143430054187775, 0.0408061183989048, 0.0007596137002110481, -0.03614310547709465, 0.00036253852886147797, 0.07674258202314377, 0.031038928776979446, -0.01123986579477787, -0.04487188532948494, -0.07124339044094086, -0.019274303689599037, -0.009610136039555073, -0.04141280800104141, 0.01956775411963463, -0.013988102786242962, 0.014236978255212307, 0.07889676094055176, 0.03621295467019081, -0.017749130725860596, -0.01533550675958395, -0.009632546454668045, -0.01743496209383011, 0.0017394074238836765, 0.11135607212781906, 0.05381220579147339, 0.03965379670262337 ]
[ -0.03004048764705658, -0.0037653506733477116, -0.008474800735712051, 0.0010968558490276337, -0.034355100244283676, -0.012933299876749516, -0.012719666585326195, 0.01875275745987892, 0.020992975682020187, 0.0048653604462742805, 0.0007044521044008434, 0.008153297938406467, 0.03553561493754387, -0.009138540364801884, 0.025238292291760445, 0.0002985105966217816, -0.01203090138733387, 0.0009069964289665222, 0.02785429172217846, -0.010950027033686638, -0.022958114743232727, 0.012619228102266788, 0.027311015874147415, -0.0010935604805126786, -0.02898338995873928, 0.00028384735924191773, -0.014686914160847664, -0.028241446241736412, 0.00734201492741704, -0.12014879286289215, -0.02306101843714714, -0.02578573487699032, -0.03726930171251297, 0.02932751178741455, -0.010762188583612442, -0.011177539825439453, 0.020084695890545845, 0.04043281078338623, -0.0018984456546604633, 0.004412361420691013, -0.0162860918790102, -0.016873124986886978, 0.000679724442306906, 0.02410973235964775, -0.01778663694858551, -0.008260812610387802, -0.012050220742821693, -0.021954912692308426, -0.027957862243056297, -0.05399387702345848, -0.021076980978250504, -0.013821946457028389, -0.04098932817578316, 0.005399973597377539, 0.018480466678738594, -0.0330531969666481, 0.02838560938835144, -0.020223215222358704, 0.04169395938515663, 0.009298785589635372, 0.000770056270994246, 0.009457623586058617, -0.022379126399755478, -0.032200396060943604, -0.018906762823462486, -0.02184966765344143, -0.006387245375663042, 0.01401700172573328, -0.024517236277461052, 0.004157522693276405, -0.041011467576026917, 0.024156484752893448, -0.025421787053346634, 0.0038454383611679077, 0.012467460706830025, 0.003959800116717815, 0.007429302204400301, -0.008852611295878887, 0.031677428632974625, 0.01959032565355301, -0.03783342242240906, 0.005718807689845562, 0.026968112215399742, 0.031526949256658554, 0.026960890740156174, 0.027110639959573746, 0.028512263670563698, 0.008612356148660183, 0.020014043897390366, -0.012094053439795971, 0.002027088077738881, 0.03227866068482399, -0.027643689885735512, 0.028716256842017174, -0.09007259458303452, -0.03292444348335266, -0.025327738374471664, -0.024032574146986008, -0.0011137460824102163, 0.8497825860977173, 0.0006139643373899162, 0.023194825276732445, 0.01325894147157669, 0.025122541934251785, -0.011067493818700314, -0.006121317856013775, 0.026447810232639313, -0.018441468477249146, 0.05084000527858734, -0.03526510298252106, 0.01616661250591278, 0.01390071865171194, 0.02518095262348652, 0.009403244592249393, -0.024967964738607407, 0.05569911003112793, 0.004147991072386503, 0.011070924811065197, 0.0011469492455944419, 0.00008107683242997155, 0.019995076581835747, -0.004772664979100227, -0.005883219186216593, 0.008816946297883987, 0.020272886380553246, -0.17718452215194702, -0.000010891877536778338, -8.274245226036571e-33, 0.051716674119234085, 0.007654867134988308, -0.0016147969290614128, 0.0122412433847785, 0.03422354534268379, -0.009075228124856949, 0.026682348921895027, 0.020833324640989304, 0.0033419630490243435, -0.026527537032961845, 0.030489202588796616, -0.03099731355905533, -0.007630633190274239, -0.024279719218611717, 0.02579374797642231, 0.014957918785512447, -0.028020968660712242, 0.029899632558226585, -0.012071706354618073, 0.04647466912865639, 0.045258160680532455, 0.038927141577005386, 0.006476312410086393, 0.001342329545877874, -0.0073717921040952206, 0.0021159446332603693, 0.00662692915648222, 0.043688710778951645, -0.03222294896841049, -0.04127001389861107, -0.034613460302352905, 0.001316752634011209, -0.020134959369897842, 0.011609820649027824, 0.013131152838468552, -0.03467940539121628, 0.01732259802520275, 0.015728363767266273, -0.017384123057127, 0.009163259528577328, -0.030785908922553062, 0.014010361395776272, -0.018832378089427948, 0.004944405518472195, -0.02414047159254551, -0.026327259838581085, -0.016961941495537758, -0.015326224267482758, 0.03311951085925102, -0.017968570813536644, -0.029998663812875748, 0.03226155787706375, 0.018093599006533623, 0.019883260130882263, -0.0217580609023571, 0.01334820780903101, 0.004350945353507996, 0.0037663131952285767, 0.018953556194901466, 0.03687552362680435, 0.01979367807507515, 0.0008384730317629874, -0.04614229500293732, 0.02718462236225605, 0.00566337164491415, -0.01867208443582058, -0.012758650816977024, -0.006662142928689718, 0.03886936977505684, -0.0174508485943079, -0.03476932644844055, 0.03208232671022415, -0.004861358553171158, -0.02459978684782982, 0.011794245801866055, -0.02924470603466034, 0.031810469925403595, 0.05794728174805641, -0.00634726183488965, 0.019418491050601006, 0.0381770133972168, -0.030004622414708138, -0.025450129061937332, -0.00908130593597889, 0.006622488144785166, -0.011655103415250778, 0.01612078957259655, -0.02751566469669342, -0.03838340938091278, -0.0030787065625190735, 0.04337592422962189, 0.015701277181506157, 0.0011578155681490898, -0.025708407163619995, -0.010490983724594116, 8.308685006463757e-33, -0.006229022517800331, 0.008226501755416393, -0.028910541906952858, -0.009415548294782639, 0.05871008709073067, -0.026501890271902084, 0.015613134950399399, -0.006763283163309097, -0.04880670830607414, 0.014154315926134586, -0.012085162103176117, -0.005259538535028696, -0.02144784666597843, 0.06422188878059387, 0.023156603798270226, -0.013464251533150673, 0.027039987966418266, -0.029966097325086594, 0.0013981616357341409, -0.0043275910429656506, 0.0097274798899889, 0.017768029123544693, 0.009557698853313923, 0.003780811093747616, 0.0029998498503118753, 0.028556879609823227, -0.03485583886504173, 0.03820304200053215, 0.0027591127436608076, -0.026767589151859283, -0.02009434998035431, 0.012937765568494797, 0.02327028475701809, 0.011692583560943604, -0.005606856197118759, 0.028817420825362206, -0.005480421241372824, 0.0021629708353430033, 0.018128428608179092, 0.02475869096815586, 0.052319351583719254, 0.010684208944439888, 0.0034052086994051933, 0.03666836395859718, -0.00487804738804698, 0.04371309652924538, 0.007275138981640339, -0.0019918677862733603, -0.017326846718788147, 0.0004778823349624872, 0.0029449607245624065, 0.03847886249423027, 0.009333593770861626, 0.0046370369382202625, 0.005694145802408457, -0.02739584445953369, -0.011855621822178364, 0.022742947563529015, -0.01580411195755005, 0.04308171570301056, -0.005805819295346737, 0.02720355987548828, -0.06293302774429321, 0.012587783858180046, -0.00038744372432120144, -0.01720426231622696, -0.0232851579785347, 0.00043245276901870966, -0.009775294922292233, 0.029262984171509743, -0.02655717544257641, 0.0009345682337880135, 0.002186350990086794, 0.011396275833249092, 0.06120000407099724, -0.05093223229050636, -0.05035708099603653, -0.021900450810790062, -0.009500512853264809, 0.023151429370045662, -0.012474044226109982, -0.010444042272865772, 0.0033358517102897167, -0.017478840425610542, 0.003103894181549549, 0.05849171802401543, -0.00015611466369591653, 0.04601937532424927, -0.004068649373948574, -0.02350722625851631, 0.0016370246885344386, -0.016978520900011063, 0.011322543025016785, -0.005549321416765451, -0.011550643481314182, -1.3500721429693385e-8, -0.004604427143931389, -0.02361319214105606, -0.04144161567091942, -0.018521571531891823, -0.004708124790340662, 0.01267928909510374, -0.010358045808970928, -0.005641462281346321, -0.030897850170731544, 0.017179222777485847, 0.01778416708111763, 0.038411907851696014, -0.0008794036111794412, -0.0008443830301985145, -0.00879144947975874, -0.05070323869585991, -0.0379641018807888, 0.014141702093183994, 0.03207423537969589, 0.005938592832535505, 0.016682801768183708, 0.044575657695531845, -0.01896028220653534, 0.016861848533153534, -0.024708807468414307, 0.01945757493376732, 0.03531483933329582, -0.07514478266239166, -0.029815489426255226, -0.01264489907771349, -0.006385686807334423, -0.019499201327562332, -0.04975958541035652, -0.006719267461448908, -0.02713622711598873, -0.010789910331368446, 0.0013187812874093652, 0.036925308406353, 0.02356736548244953, 0.010831187479197979, -0.02487257681787014, -0.0247667133808136, -0.0016928620170801878, -0.01871173456311226, -0.01736840419471264, -0.001990465447306633, -0.05183560401201248, -0.029652083292603493, 0.016987675800919533, -0.07746493071317673, 0.017748627811670303, 0.007110874634236097, 0.011504696682095528, -0.01231862511485815, 0.0002903709246311337, 0.0252535343170166, 0.009752371348440647, -0.01588965579867363, -0.021988991647958755, -0.005929616279900074, 0.04462116211652756, 0.017379524186253548, 0.017430879175662994, -0.029626863077282906 ]
tdd-one-test-at-a-time
https://markhneedham.com/blog/2008/12/09/tdd-one-test-at-a-time
false
2008-12-09 00:14:48
Taiichi Ohno's Workplace Management: Book Review
[ "lean", "toyota", "book-review", "books" ]
[ "Books" ]
== The Book http://www.amazon.co.uk/Taiichi-Ohnos-Workplace-Management-Ohno/dp/0978638751/ref=sr_1_2?ie=UTF8&s=books&qid=1228742552&sr=8-2[Taiichi Ohno's Workplace Management] by Taiichi Ohno == The Review Having completed The Toyota Way a few weeks ago I was speaking with http://jchyip.blogspot.com/[Jason] about what books were good to read next - he recommended this one and http://www.amazon.co.uk/Toyota-Way-Fieldbook-Practical-Implementing/dp/0071448934/ref=sr_1_1?ie=UTF8&s=books&qid=1228742739&sr=1-1[The Toyota Way Fieldbook]. I struggled to see a connection to software development with a lot of what I read, but there were certainly words of wisdom that we can apply to continuously improve our ability to deliver projects. == What did I learn * *Just in Time doesn't mean exactly when the raw material is needed* - it means just before it's needed. This concept can certainly be applied in an agile software development process to ensure that story cards don't spend too long in any column before moving to the next one. The reasoning in our case being that the knowledge behind the analysis/development of them is at its greatest just when the card has completed that stage. * *If you make defects you have not worked* - this is related to the idea of building quality into the process. You are not adding value if the work that you produce has defects in it. This is quite an interesting contrast to the more typical 'hours worked' approach whereby the productivity in these hours is not considered to be that important. * The job of team leaders is to+++<strong>+++make life on the +++<a href="http://en.wikipedia.org/wiki/Gemba">+++gemba+++</a>+++ (i.e. shop floor) better+++</strong>+++. This has some similarities with the http://tgould.blogspot.com/2008/01/technical-lead-role.html[Tech Lead role] on software projects where the person playing that role will spend a lot of their time reflecting on the development process and looking for ways to make it work better. This can be through driving pair rotation on a team, running analytics on the code to find areas of weakness, helping t setup test frameworks etc. Reflection on these types of things is the only way to drive improvement. * *Stop defects moving through the system* - this is achieved in agile by having http://dahliabock.wordpress.com/2008/08/26/kick-offs-and-walk-throughs/[story kickoffs and walkthroughs], the former to ensure that everyone is clear what is expected of a story and the latter to ensure that those criteria have been met. Catching defects early makes them much easier to fix since the story is still freshly in the head of the developers that worked on it. * *Stop the line for defects* - the idea here is to prevent defects from moving through the system, similar to the above point. In this case I'd have thought it's more similar to not wanting code to be checked in on a red build so that the problems can be fixed before the line continues so to speak. It does seem a bit over the top to stop people checking in just because the build is red though, a better strategy perhaps being a team discipline to not check in when this is the case. * *Don't automate for the sake of it* - look for manual improvements in the process before deciding to automate something. I think this is quite interesting as automating processes in software development is not as costly as it would be on a production floor. One area where maybe there is more debate is automated acceptance testing using UI driven tests. These can often take ages to run as part of the build when there may in fact be better (also probably automated) ways of testing the same functionality. In this case perhaps recognising that there are options when it comes to automating is the key take away. * There were several mentions of *standardising the approach* which is probably more applicable to manufacturing than software development, although there are certainly areas, such as debugging, where http://books.google.com.au/books?hl=en&id=jynA9ECbBsgC&dq=9+indispensable+rules+of+debuggin&printsec=frontcover&source=web&ots=54JurrbDZS&sig=v4Rcd5Bspvrm0jyGRhzaICa-Fvw&sa=X&oi=book_result&resnum=3&ct=result#PPR10,M1[a standardised approach] would probably be more effective. == In Summary This book is fairly short but it acts as a nice contrast to The Toyota Way and presents similar information in a slightly different way.
null
null
[ 0.026434525847434998, 0.01616080291569233, -0.010542530566453934, 0.03373948857188225, 0.08168952912092209, -0.00128355307970196, 0.022319817915558815, 0.04998011514544487, 0.02658490277826786, -0.016233356669545174, -0.01046245638281107, -0.0012059679720550776, -0.050282206386327744, 0.02376420982182026, -0.060456812381744385, 0.07127797603607178, 0.06627707183361053, 0.020023107528686523, 0.015054814517498016, -0.0009538441663607955, 0.03253242373466492, 0.08615314960479736, 0.03335629403591156, 0.02592238038778305, 0.03820450231432915, -0.0019518088083714247, 0.010934829711914062, 0.0013654701178893447, -0.0510251447558403, -0.011026615276932716, 0.04712403193116188, -0.00736416457220912, 0.00921839289367199, 0.017684927210211754, 0.024662623181939125, -0.02043900266289711, -0.005223600193858147, 0.006199379451572895, 0.0026101309340447187, -0.013073080219328403, -0.0701245591044426, 0.028712227940559387, -0.012202959507703781, 0.018904048949480057, -0.03975018858909607, 0.0027564638294279575, -0.04584469646215439, 0.018181558698415756, -0.009067295119166374, -0.019721150398254395, -0.04629801586270332, 0.033714424818754196, -0.0024528687354177237, -0.01516598742455244, -0.01484054047614336, 0.07128273695707321, 0.006275178398936987, -0.036738522350788116, 0.009121526964008808, -0.05071333050727844, 0.008329526521265507, -0.01645589992403984, 0.012912414036691189, 0.03551151230931282, 0.047741424292325974, -0.04504774510860443, 0.00932029914110899, 0.051203370094299316, -0.041940465569496155, 0.01691739819943905, -0.04824255406856537, 0.014132119715213776, -0.022380512207746506, -0.0002144814352504909, -0.004721525125205517, -0.06348537653684616, 0.0024482905864715576, 0.07329977303743362, 0.031211651861667633, 0.06191563606262207, -0.015893349424004555, 0.023936331272125244, -0.00427588727325201, 0.01928539387881756, -0.03521808981895447, -0.021312041208148003, -0.002244203118607402, -0.03364405408501625, -0.06944959610700607, 0.06419112533330917, 0.006917426362633705, -0.041703905910253525, 0.012388643808662891, 0.04627232998609543, -0.014383363537490368, -0.005001166835427284, 0.035262059420347214, 0.014725725166499615, -0.01580696366727352, -0.01668008603155613, -0.03761773928999901, -0.020363248884677887, 0.0016642753034830093, 0.010759071446955204, -0.07734769582748413, -0.00236222380772233, 0.0013281995197758079, -0.01939338631927967, -0.010975288227200508, 0.012273610569536686, -0.02186141349375248, 0.016865303739905357, -0.04325896129012108, 0.015999943017959595, -0.064522884786129, 0.06419488042593002, 0.0009972675470635295, -0.029588202014565468, -0.01816890574991703, 0.00610676035284996, 0.047121647745370865, 0.010506413877010345, -0.0012935100821778178, 0.06810401380062103, 0.015475516207516193, 0.009342832490801811, -0.04179772734642029, 0.04639573395252228, -0.0038466262631118298, -0.0479918010532856, 0.003297210205346346, 0.05898032709956169, -0.049065377563238144, -0.00081381865311414, 0.005208865739405155, -0.014830449596047401, 0.02000347152352333, 0.008838734589517117, 0.02294839173555374, 0.019306689500808716, -0.014589952304959297, -0.018915584310889244, 0.011339244432747364, 0.005063459277153015, 0.03235761448740959, 0.015348419547080994, 0.010338601656258106, -0.04360731318593025, -0.04885777831077576, -0.022474080324172974, 0.024623427540063858, 0.025047115981578827, 0.013151503168046474, -0.027674689888954163, 0.03339143097400665, 0.08126199245452881, 0.043851353228092194, 0.01758292317390442, -0.01814046874642372, 0.026946688070893288, 0.024305082857608795, 0.0365641750395298, 0.017448382452130318, 0.01435772143304348, -0.00219426560215652, -0.0061067091301083565, 0.010149270296096802, 0.044021397829055786, 0.008791652508080006, -0.003390488214790821, -0.04643375426530838, -0.06373203545808792, 0.03764931857585907, -0.04845532402396202, -0.007078309077769518, 0.05364755168557167, 0.07851070165634155, 0.04297791048884392, 0.03053109534084797, 0.009828121401369572, -0.08753668516874313, 0.04708525538444519, 0.034486107528209686, 0.013724180869758129, 0.03720763325691223, -0.03268972411751747, 0.060937292873859406, 0.03534647077322006, 0.014027751982212067, 0.041821982711553574, -0.0773540735244751, -0.10091819614171982, -0.002030768897384405, -0.04186493530869484, 0.047373972833156586, -0.04355109855532646, 0.014065219089388847, 0.06579440832138062, 0.00241865124553442, 0.06343363225460052, 0.005879554431885481, 0.00045865296851843596, -0.007888560183346272, -0.05391962081193924, -0.044733382761478424, 0.06596522033214569, 0.0334380567073822, 0.014088870026171207, -0.03627028316259384, 0.014726458117365837, -0.018544727936387062, -0.011886348947882652, 0.03962863236665726, -0.0062740882858633995, 0.038499489426612854, 0.006072590593248606, 0.05492321774363518, -0.02675708197057247, 0.05780423432588577, -0.05157669633626938, 0.011504118330776691, 0.011236359365284443, -0.022831350564956665, 0.01128266379237175, -0.012016892433166504, 0.10332553088665009, 0.07584791630506516, -0.04702192544937134, -0.048567771911621094, 0.028623949736356735, 0.014871391467750072, -0.05382172390818596, -0.003268440254032612, 0.003348893951624632, 0.01918787509202957, -0.010836361907422543, -0.058781880885362625, -0.039088208228349686, 0.02051723003387451, -0.04704199731349945, 0.01725584641098976, 0.038668084889650345, -0.0019369854126125574, 0.06808272749185562, 0.029873071238398552, -0.022694047540426254, -0.024215737357735634, 0.017199862748384476, -0.05932588502764702, 0.008032523095607758, -0.005874529480934143, -0.02549435757100582, 0.0418882817029953, -0.029806314036250114, -0.03411538153886795, -0.0485626757144928, -0.049394045025110245, 0.04026668518781662, 0.0660661831498146, 0.0604015588760376, -0.02378072403371334, 0.054597049951553345, -0.017585137858986855, 0.037615422159433365, 0.019865116104483604, -0.03495696559548378, -0.04522763192653656, -0.04234220087528229, 0.00017413115710951388, 0.012692027725279331, 0.00565076619386673, 0.019418152049183846, 0.004190514329820871, 0.015512685291469097, -0.010614045895636082, -0.013241882435977459, 0.03594208136200905, -0.005379988346248865, -0.008465996943414211, -0.02515513077378273, -0.01316071767359972, 0.045454517006874084, -0.0445016548037529, -0.03642011806368828, 0.0058082821778953075, -0.095322385430336, 0.03249536454677582, -0.05742514878511429, -0.03257516771554947, -0.012639439664781094, 0.004421154037117958, 0.044971972703933716, 0.004577128682285547, 0.010272313840687275, 0.05539404973387718, 0.020277390256524086, -0.011891337111592293, 0.002365557476878166, 0.003383464878425002, 0.028224550187587738, 0.028945522382855415, -0.02125120349228382, 0.06488697230815887, 0.005435504950582981, -0.010598497465252876, -0.05657890811562538, 0.03431634232401848, -0.036521222442388535, -0.2873005270957947, 0.04089498519897461, -0.013151801191270351, -0.04219567030668259, 0.024061329662799835, -0.007396260276436806, 0.007092599757015705, -0.07026046514511108, -0.019930338487029076, 0.008383865468204021, -0.03745908662676811, -0.04136749729514122, -0.010376847349107265, 0.03506535291671753, 0.0012226271210238338, 0.02142292447388172, 0.05015150085091591, -0.03326414152979851, -0.0008580244611948729, 0.054412681609392166, -0.022536437958478928, -0.07209198921918869, -0.007351407781243324, 0.03084809146821499, 0.04736355319619179, 0.08078239113092422, -0.06206831336021423, 0.03241674602031708, -0.060053132474422455, -0.01020036730915308, 0.02104765735566616, -0.0031786842737346888, -0.012490839697420597, -0.03956972062587738, -0.0031588927377015352, -0.024958640336990356, 0.04663998261094093, 0.01554366946220398, 0.0013858001912012696, -0.003201721701771021, -0.0032991310581564903, -0.03061796724796295, -0.011104049161076546, 0.019160844385623932, 0.07043077051639557, 0.006509898696094751, -0.0945485532283783, -0.00862811878323555, -0.021222861483693123, 0.08420217037200928, -0.034328944981098175, -0.016108332201838493, -0.007911907508969307, 0.0206515621393919, -0.005886171478778124, -0.025972360745072365, -0.0019845101051032543, -0.01794925518333912, -0.03183838352560997, -0.034908171743154526, -0.021383479237556458, -0.02836836874485016, -0.022751234471797943, -0.04843806475400925, -0.01871449127793312, -0.05745832622051239, -0.042877502739429474, -0.023783108219504356, 0.06816735118627548, 0.015294276177883148, -0.053879350423812866, 0.014814774505794048, -0.016101501882076263, -0.09349233657121658, -0.012608883902430534, -0.0006079566082917154, -0.020597223192453384, 0.0030847887974232435, 0.0016096680192276835, 0.05000308156013489, -0.03250893950462341, -0.05677952989935875, 0.030659545212984085, 0.009606055915355682, 0.027435187250375748, -0.024885307997465134, 0.04607643932104111, 0.04372848942875862, -0.02501157484948635, 0.01992941088974476, 0.06764289736747742, 0.0156645979732275, -0.02777063101530075, -0.03223907947540283, 0.04543813690543175, -0.0007826897199265659, 0.015058094635605812, -0.0027108064386993647, 0.006411723326891661, 0.018954705446958542, -0.009129194542765617, -0.051200974732637405, 0.018630612641572952, -0.026202470064163208, -0.01010187715291977, -0.03638662397861481, -0.05122704058885574, 0.020130064338445663, 0.029769353568553925, 0.026261763647198677, 0.008898724801838398, -0.02485700696706772, 0.01770763285458088, -0.04187469184398651, -0.01416490226984024, -0.023177847266197205, 0.015311234630644321, 0.053375814110040665, -0.004998233634978533, 0.012923022732138634, -0.04406692832708359, 0.014658814296126366, -0.04111623018980026, -0.05287664011120796, -0.059174202382564545, 0.002268678043037653, -0.014288708567619324, -0.008295062929391861, 0.0000785495140007697, 0.013975422829389572, -0.020122895017266273, 0.021283073350787163, 0.019030308350920677, -0.029316630214452744, -0.007349464576691389, -0.03216497227549553, -0.07160123437643051, -0.038884881883859634, -0.013581895269453526, 0.002161725889891386, -0.012704858556389809, 0.03223272040486336, 0.00042443579877726734, 0.014629067853093147, 0.0486924946308136, 0.02653462439775467, 0.004463173449039459, -0.013302403502166271, 0.033501092344522476, 0.028989721089601517, 0.0005662901094183326, -0.08133873343467712, 0.02579326182603836, -0.043267201632261276, -0.018225692212581635, -0.016466651111841202, 0.026892032474279404, -0.023602379485964775, -0.0387357622385025, -0.018326636403799057, 0.001240050420165062, -0.036969512701034546, -0.04155736044049263, -0.029150299727916718, 0.02683473564684391, 0.057943712919950485, -0.007769681513309479, 0.014508778229355812, -0.023628611117601395, 0.004977652337402105, 0.03189025819301605, -0.006096455734223127, -0.03918479010462761, 0.0005363094969652593, -0.0025541598442941904, 0.014604446478188038, 0.0046892003156244755, -0.004187267739325762, 0.04079239070415497, 0.0025847465731203556, 0.005869868211448193, -0.03230733424425125, 0.00583397364243865, 0.007066469173878431, 0.03178023546934128, 0.014984565787017345, -0.011529472656548023, -0.012015904299914837, -0.02047063410282135, -0.03832154721021652, -0.028391148895025253, -0.022411251440644264, -0.001823530299589038, 0.008030708879232407, -0.04508446156978607, -0.07415321469306946, 0.06355709582567215, 0.014905126765370369, 0.0015245116082951427, 0.03733396157622337, -0.02682320959866047, -0.0031548822298645973, -0.04664890095591545, 0.009887490421533585, 0.04885190352797508, -0.07426763325929642, 0.008445766754448414, -0.008901108987629414, -0.0036059641279280186, 0.016316648572683334, -0.030219223350286484, -0.02218646928668022, -0.024247465655207634, -0.030877554789185524, 0.01853746734559536, -0.07891415059566498, -0.004492193926125765, -0.03590676188468933, 0.0023715891875326633, -0.005393428262323141, 0.011397861875593662, -0.01873962953686714, -0.032791025936603546, -0.026603087782859802, -0.011855733580887318, 0.0193805992603302, -0.03675038367509842, -0.012078741565346718, 0.012035485357046127, -0.04734208807349205, -0.026676157489418983, -0.03192984685301781, 0.0105776721611619, 0.018333707004785538, -0.027607738971710205, -0.00829232670366764, -0.03768766298890114, -0.012650055810809135, 0.016036663204431534, 0.036253608763217926, 0.005571033339947462, -0.0058763157576322556, -0.028936490416526794, -0.011558997444808483, -0.047019630670547485, 0.007060648407787085, -0.019001035019755363, -0.009340634569525719, 0.036320123821496964, 0.07523394376039505, 0.032989487051963806, 0.02141420915722847, -0.0055814748629927635, -0.03852735087275505, 0.05067562684416771, -0.06574750691652298, -0.029778549447655678, -0.005019460804760456, -0.045653846114873886, 0.025726284831762314, 0.012594821862876415, 0.03142259642481804, -0.02114303596317768, 0.06146092712879181, 0.021171629428863525, 0.057565536350011826, 0.027781089767813683, -0.0004443993966560811, 0.03878801316022873, -0.0719989538192749, -0.0020507362205535173, -0.07578101754188538, -0.017761418595910072, 0.03182266280055046, 0.0067690094001591206, -0.012981446459889412, 0.0030781119130551815, -0.03389858454465866, 0.04459086060523987, -0.08903709799051285, -0.03023218736052513, 0.0468929186463356, -0.0031567178666591644, -0.027855198830366135, 0.01549540739506483, -0.06381160765886307, 0.04155617952346802, 0.018933789804577827, -0.043402161449193954, -0.006227891426533461, -0.02484571374952793, 0.05724948272109032, 0.005197359248995781, 0.022266849875450134, -0.04152096435427666, -0.0035753182601183653, 0.08231361955404282, 0.02116728201508522, -0.00968191958963871, 0.05123675987124443, -0.0025880683679133654, 0.036028217524290085, 0.04419799894094467, 0.025962892919778824, -0.0060587432235479355, 0.02253306657075882, -0.009569087065756321, -0.06821797788143158, 0.019827742129564285, -0.0052071972750127316, -0.023722492158412933, -0.03011053055524826, 0.05107048898935318, 0.017589516937732697, -0.01853393018245697, -0.048970915377140045, -0.0074965618550777435, -0.045250192284584045, -0.009157268330454826, -0.01850321888923645, -0.001921923947520554, -0.05316220223903656, 0.03948106989264488, -0.007863341830670834, 0.016472263261675835, 0.05750374123454094, -0.002775570610538125, -0.024160029366612434, -0.009236451238393784, 0.09873997420072556, 0.07763122767210007, 0.05436293035745621, 0.02258545719087124, 0.0833934098482132, 0.007970141246914864, -0.04659901186823845, 0.01772265136241913, -0.014628118835389614, -0.0022632817272096872, -0.02500244230031967, 0.021625269204378128, 0.05480474606156349, 0.0008672399562783539, 0.05897713452577591, -0.004490750376135111, -0.024060413241386414, 0.0032087378203868866, 0.030845941975712776, 0.004407399334013462, 0.06041383370757103, 0.016235927119851112, 0.01167970709502697, -0.016382932662963867, -0.043968770653009415, 0.026157574728131294, -0.014034682884812355, -0.012217402458190918, 0.03201153501868248, -0.0003895699046552181, 0.0336092971265316, 0.00288659636862576, 0.0404839925467968, 0.07950504124164581, -0.0407550148665905, 0.018394291400909424, 0.011179378256201744, 0.028786521404981613, -0.01322230789810419, 0.017892908304929733, -0.027176864445209503, -0.029371097683906555, -0.011184463277459145, -0.023797830566763878, -0.0308532677590847, 0.001711134216748178, -0.006434290669858456, 0.03972848877310753, -0.020867574959993362, 0.009963981807231903, 0.047906544059515, 0.008517753332853317, -0.03069138526916504, -0.052302684634923935, -0.038063641637563705, -0.021929748356342316, -0.03407212719321251, -0.01924121379852295, 0.015313107520341873, -0.02360714226961136, -0.03802221640944481, -0.011586565524339676, -0.007445465307682753, -0.027915148064494133, 0.038262441754341125, -0.05596189945936203, -0.017269600182771683, -0.008104239590466022, 0.016248565167188644, 0.012670951895415783, 0.017911484465003014, 0.05624154955148697, -0.008463556878268719, -0.014099126681685448, 0.009334573522210121, 0.008512183092534542, 0.02756144292652607, 0.0013626961736008525, 0.03990664705634117, -0.08190286159515381, 0.0228583961725235, 0.03742503374814987, -0.008282573893666267, -0.06719564646482468, 0.03021591156721115, 0.017756851390004158, -0.023510484024882317, 0.04873702675104141, 0.0024215010926127434, 0.019846215844154358, -0.04163417965173721, -0.0031444248743355274, -0.014247389510273933, 0.01480796281248331, 0.030342603102326393, -0.03707021474838257, 0.07726560533046722, 0.034859880805015564, 0.008796737529337406, -0.027979684993624687, 0.0012230551801621914, 0.01204591989517212, 0.0032088819425553083, -0.03559914603829384, -0.019524965435266495, -0.032405268400907516, -0.08154188841581345, -0.020670736208558083, 0.007326087914407253, -0.0146946394816041, -0.04090936854481697, 0.027818288654088974, 0.011439361609518528, -0.027828767895698547, 0.016890717670321465, -0.03835313767194748, 0.03350288048386574, -0.039428602904081345, -0.007803012151271105, -0.0037878407165408134, 0.016989240422844887, 0.008415819145739079, -0.008656890131533146, 0.027236657217144966, -0.0495205894112587, 0.02834494039416313, -0.02124597877264023, 0.02581404708325863, 0.04378682002425194, 0.02573436312377453, -0.010434020310640335 ]
[ -0.08503033965826035, -0.018174881115555763, 0.0011750414269044995, -0.0067322514951229095, 0.042253851890563965, -0.03479757905006409, -0.04527322202920914, 0.024926327168941498, -0.0256040021777153, -0.00956103764474392, 0.02499331720173359, -0.005962864495813847, -0.006602445151656866, -0.011479883454740047, 0.06113675981760025, -0.017040954902768135, 0.0065085855312645435, -0.07417276501655579, 0.0025313040241599083, -0.003625420620664954, 0.017444780096411705, -0.03555934131145477, -0.059833165258169174, -0.025707757100462914, 0.04147423803806305, 0.038428544998168945, 0.012537019327282906, -0.022029507905244827, 0.0026840900536626577, -0.16882693767547607, -0.029927117750048637, 0.03552279621362686, 0.05233381688594818, 0.009205377660691738, 0.00825432874262333, 0.056256018579006195, 0.01134908851236105, -0.009727383963763714, 0.0058061350136995316, 0.024586506187915802, 0.03192650526762009, 0.022264717146754265, -0.02965441159904003, -0.025107167661190033, 0.0335969552397728, -0.0028133962769061327, 0.014091289602220058, -0.02414538525044918, -0.010006505064666271, 0.0035728588700294495, -0.08821235597133636, -0.010854301042854786, -0.014138788916170597, -0.023445824161171913, -0.012851486913859844, 0.004059175029397011, 0.04732004180550575, 0.06298527121543884, -0.006086787674576044, 0.009936944581568241, 0.045889582484960556, -0.02424316480755806, -0.14792434871196747, 0.05825752764940262, 0.035840954631567, 0.044514935463666916, -0.052380941808223724, -0.012870075181126595, 0.00021235371241346002, 0.08910993486642838, 0.003888968378305435, -0.03542867675423622, -0.015327483415603638, 0.029508167877793312, 0.012558754533529282, 0.0046965209767222404, 0.012805493548512459, 0.02084512449800968, 0.004486403428018093, -0.031228981912136078, -0.03135225921869278, -0.0030983893666416407, -0.026398781687021255, -0.008840980008244514, -0.06835274398326874, 0.03799046203494072, -0.001499935518950224, 0.040197137743234634, 0.03625330701470375, 0.054970238357782364, 0.04701998457312584, 0.004213650245219469, 0.048688869923353195, 0.005551081150770187, -0.07583346217870712, -0.03504885733127594, -0.010923481546342373, 0.01945100538432598, -0.0402829647064209, 0.457112580537796, -0.016611672937870026, -0.017173653468489647, 0.06927879899740219, 0.02843451127409935, -0.0009833148214966059, 0.018591906875371933, 0.008360205218195915, -0.031903427094221115, 0.029329055920243263, -0.009894066490232944, 0.031829141080379486, 0.02311401627957821, 0.04561777785420418, -0.04922743886709213, 0.006733945570886135, 0.029970591887831688, 0.02109196037054062, 0.028813419863581657, 0.016995491459965706, 0.0025459411554038525, -0.0021130749955773354, 0.006323693785816431, 0.021566078066825867, -0.001124851405620575, -0.045091550797224045, -0.08095607161521912, 0.016446102410554886, 0.018228191882371902, 0.047721851617097855, -0.006814068183302879, 0.05892018601298332, -0.042698878794908524, -0.08132484555244446, -0.008205837570130825, 0.02410777285695076, 0.009649007581174374, 0.020328568294644356, -0.033577848225831985, -0.010392564348876476, 0.04696372523903847, 0.013888901099562645, -0.005454058293253183, 0.007936406880617142, -0.05293234810233116, -0.050433721393346786, 0.10796049237251282, 0.048213034868240356, -0.035881731659173965, -0.017409207299351692, -0.011055405251681805, -0.0015400857664644718, 0.044024813920259476, 0.020927803590893745, -0.06355137377977371, 0.05093110725283623, 0.0042039779946208, 0.1266903281211853, -0.015864737331867218, -0.06563979387283325, -0.0218980610370636, -0.007351812906563282, -0.017562061548233032, -0.06259115785360336, 0.04688405990600586, 0.0439864844083786, -0.14251017570495605, -0.015278414823114872, 0.012475579045712948, 0.012445604428648949, -0.060058534145355225, -0.010692877694964409, 0.017753966152668, -0.0167850311845541, 0.037856295704841614, 0.08208102732896805, -0.02602032758295536, -0.017918411642313004, 0.02663685567677021, 0.03860974311828613, 0.03663768991827965, 0.026316609233617783, 0.019763609394431114, -0.015245026908814907, -0.00042741632205434144, 0.0004235290107317269, -0.05822950229048729, -0.05822305381298065, 0.013919400982558727, -0.019419508054852486, 0.011386629194021225, -0.009153726510703564, -0.024513427168130875, -0.08398374915122986, 0.10828475654125214, -0.035145509988069534, -0.01688641496002674, -0.008494961075484753, -0.019336048513650894, -0.001966313226148486, -0.020801372826099396, -0.09022952616214752, 0.00636087404564023, -0.014619522728025913, 0.010268042795360088, -0.0471646711230278, 0.03407084569334984, 0.02475636452436447, -0.0358620285987854, 0.06973697990179062, 0.06144161894917488, -0.06847871840000153, -0.036342035979032516, 0.019344385713338852, 0.026493094861507416, -0.014095296151936054, 0.019750844687223434, -0.005445367190986872, 0.04606036841869354, -0.011638578027486801, 0.008871343918144703, -0.031364861875772476, 0.02507859840989113, -0.03329489752650261, -0.3324803113937378, -0.012964158318936825, -0.07550979405641556, 0.001214340329170227, 0.006901703309267759, -0.03173103556036949, -0.0005501051782630384, -0.013640639372169971, -0.018754759803414345, 0.01094149611890316, 0.09812933951616287, -0.02493509091436863, 0.015614235773682594, -0.08916100114583969, 0.03379858285188675, 0.01434164959937334, -0.05618887394666672, -0.018852347508072853, -0.05745938792824745, 0.01841692253947258, 0.025939295068383217, 0.011021059937775135, -0.03523276746273041, -0.02557411603629589, 0.002211165614426136, -0.05331363528966904, 0.06774242967367172, -0.02292501926422119, 0.09462534636259079, -0.03842545673251152, 0.02786630019545555, 0.030320482328534126, 0.020647678524255753, -0.1109512597322464, -0.0035013211891055107, -0.022898031398653984, -0.00048129569040611386, -0.04135362431406975, 0.0029911769088357687, -0.04661663621664047, -0.03517642989754677, 0.02935498021543026, -0.06903420388698578, -0.031041232869029045, -0.04599897563457489, 0.0004539541550911963, -0.017224743962287903, -0.02812855690717697, -0.02326294593513012, 0.05905511975288391, -0.006707141175866127, -0.00521518848836422, 0.006917932070791721, 0.012421336024999619, 0.009646580554544926, -0.0338657908141613, -0.08621841669082642, 0.03448137640953064, 0.00026956680812872946, -0.023912059143185616, 0.01371456403285265, 0.0549650639295578, 0.04257635027170181, -0.021532844752073288, -0.006044873036444187, -0.013149398379027843, -0.02114422619342804, 0.020677050575613976, 0.03643684461712837, -0.012408345006406307, -0.015033336356282234, 0.05113911256194115, -0.02576192282140255, -0.002279633190482855, 0.02604217454791069, 0.03109927661716938, -0.0026050973683595657, 0.02129998616874218, -0.006846222095191479, -0.027777761220932007, -0.012269957922399044, -0.0333099439740181, 0.0633954182267189, -0.015615247189998627, 0.01666359230875969, 0.024797897785902023, -0.018245114013552666, -0.07009551674127579, 0.053550537675619125, 0.03656347468495369, -0.035126473754644394, 0.0077780080027878284, -0.014263702556490898, -0.03736129775643349, 0.10828723013401031, 0.010082125663757324, -0.2292749434709549, 0.020766539499163628, 0.04349397495388985, 0.03284744545817375, -0.02950219251215458, 0.014765311032533646, -0.001664253300987184, -0.06528328359127045, 0.02272602543234825, 0.022960517555475235, 0.026985790580511093, 0.032214947044849396, 0.008686849847435951, -0.03479650989174843, 0.048037756234407425, 0.0002366973931202665, 0.06665915250778198, -0.001290573156438768, 0.05657782405614853, 0.029230698943138123, -0.022631729021668434, -0.002553718164563179, 0.12856291234493256, 0.009156078100204468, 0.031392451375722885, 0.011249849572777748, 0.00908516626805067, -0.003951676189899445, 0.06221119686961174, 0.04250284284353256, 0.046388350427150726, 0.006741492077708244, 0.03737406060099602, 0.024491604417562485, -0.0054244594648480415, -0.11014137417078018, -0.019262749701738358, 0.06594772636890411, 0.01145591214299202, -0.004401256795972586, 0.01905895583331585, 0.031961627304553986, -0.025316115468740463, 0.016608502715826035, 0.057735979557037354, -0.004867175128310919, -0.028604621067643166, -0.07476139068603516, -0.04030802845954895, -0.026382887735962868, -0.02281472459435463, -0.039267297834157944, -0.0009567286469973624, -0.00304654473438859, 0.022954093292355537, 0.0776839405298233, 0.017259417101740837, -0.03377852961421013, -0.0003301297838333994, 0.000422419368987903, -0.009414718486368656, -0.026590662077069283, 0.09539403766393661, 0.04635542258620262, 0.04741262272000313 ]
[ 0.0017916837241500616, 0.0097292959690094, 0.0013071567518636584, 0.013914307579398155, 0.012348026037216187, -0.0031842347234487534, 0.005606050603091717, 0.026408551260828972, 0.004112562630325556, -0.01070907711982727, -0.01590529829263687, 0.04136497527360916, 0.0075012631714344025, -0.014962805435061455, 0.01487656868994236, -0.025083379819989204, 0.014532879926264286, 0.005117035936564207, 0.02043364755809307, -0.014678621664643288, 0.002453504130244255, 0.001131603610701859, 0.00682470528408885, 0.00460262643173337, -0.02247348241508007, 0.03425060585141182, -0.01000047754496336, 0.037198957055807114, 0.042819794267416, -0.1651696264743805, -0.022954167798161507, 0.007100783288478851, 0.01130684930831194, 0.011965925805270672, 0.002809438155964017, -0.014634869061410427, 0.019276989623904228, 0.002461324678733945, -0.002639089012518525, -0.017637914046645164, -0.03556454926729202, -0.018121186643838882, -0.0162394680082798, 0.014278484508395195, 0.0040533896535634995, -0.008488084189593792, 0.007282310631126165, -0.04836410656571388, 0.0036708307452499866, -0.016970619559288025, -0.04745069146156311, 0.01398661732673645, 0.03082730993628502, -0.02947201207280159, 0.026821808889508247, 0.02350538596510887, -0.007324292324483395, -0.0315413698554039, 0.004505993332713842, -0.02683103457093239, 0.00821254588663578, -0.027294451370835304, -0.014741888269782066, -0.00664673512801528, -0.012117465026676655, -0.010794813744723797, -0.04117000102996826, 0.016525449231266975, -0.041954126209020615, -0.0010876161977648735, -0.0012242156080901623, -0.013815018348395824, -0.01462942361831665, -0.001232387381605804, 0.018826594576239586, -0.007043509278446436, 0.0023338529281318188, -0.019955266267061234, 0.023340076208114624, -0.02791006863117218, -0.052012741565704346, 0.020829318091273308, -0.02327907644212246, -0.021698035299777985, -0.04614723473787308, -0.021021777763962746, 0.030384156852960587, 0.00320351030677557, 0.03115067258477211, 0.021401068195700645, -0.012412354350090027, 0.010921860113739967, -0.010368450544774532, 0.0031256163492798805, -0.10564826428890228, -0.03224821016192436, 0.03148048743605614, 0.017599686980247498, 0.002993369475007057, 0.8460729718208313, 0.002896452322602272, 0.010702017694711685, 0.013155639171600342, 0.014619949273765087, -0.0171955693513155, -0.011257628910243511, -0.0006114494171924889, 0.009692809544503689, 0.007091456092894077, -0.04967609420418739, 0.020759819075465202, -0.0030369930900633335, 0.01433828379958868, 0.0001286596234422177, 0.026729220524430275, 0.03300575166940689, 0.01546225231140852, -0.0035398697946220636, -0.014519372954964638, 0.03432514891028404, 0.03400987759232521, 0.0005487535963766277, -0.013682639226317406, 0.014128023758530617, -0.013124444521963596, -0.19301089644432068, 0.011528260074555874, -7.32393004242574e-33, 0.03633316978812218, 0.013723036274313927, -0.01910022459924221, 0.00007401272159768268, 0.015249677933752537, -0.01077409740537405, 0.01924148015677929, 0.03945767879486084, 0.04179655387997627, -0.0034806285984814167, -0.034398939460515976, 0.013150409795343876, -0.02669435553252697, -0.0643475130200386, 0.026704348623752594, 0.006178813986480236, -0.002105886349454522, 0.024642258882522583, -0.021057233214378357, 0.027901530265808105, 0.057518500834703445, 0.007879112847149372, -0.0012508180225268006, 0.020067248493433, 0.031186657026410103, 0.044725965708494186, 0.03493163362145424, -0.02849699929356575, 0.023953016847372055, -0.02830643579363823, -0.0023277876898646355, 0.00724003603681922, -0.002000059699639678, 0.012213405221700668, -0.03856324777007103, -0.040952250361442566, -0.05820110812783241, 0.017407048493623734, 0.01680859550833702, -0.022457225248217583, -0.032873086631298065, -0.005443408153951168, -0.0206199511885643, 0.007959525100886822, 0.018083605915308, 0.003995173145085573, 0.03304719179868698, 0.04647812992334366, 0.0006463542231358588, 0.033830128610134125, -0.015422194264829159, -0.013875494711101055, 0.04241248965263367, 0.001543058198876679, -0.004412582144141197, 0.014537651091814041, -0.0032377527095377445, -0.01485358364880085, 0.015619445592164993, 0.02122054621577263, -0.018531126901507378, 0.004451291169971228, -0.03827212378382683, 0.010657744482159615, -0.03352176398038864, 0.023540113121271133, 0.010721113532781601, -0.00891085434705019, 0.02482810616493225, -0.006280170753598213, -0.040090885013341904, -0.0032340565230697393, -0.010080738924443722, 0.005480398889631033, -0.014596088789403439, -0.009100895375013351, -0.01926410011947155, 0.013091746717691422, -0.021600795909762383, 0.03855530545115471, -0.022876961156725883, 0.013974026776850224, 0.010183769278228283, -0.03575120493769646, 0.036570996046066284, 0.02982242777943611, 0.0440698079764843, 0.0053738378919661045, -0.022929808124899864, 0.048054177314043045, 0.020496005192399025, 0.017642896622419357, 0.012758675962686539, -0.0033504364546388388, 0.010924452915787697, 8.100560792914794e-33, 0.02839844487607479, -0.03591763600707054, -0.006136778276413679, 0.008255459368228912, 0.026222912594676018, -0.01913568750023842, -0.020163144916296005, -0.0037959704641252756, -0.028959384188055992, 0.027630465105175972, -0.032776784151792526, -0.03698057681322098, -0.023404428735375404, -0.012870482169091702, 0.021342173218727112, -0.03484813868999481, 0.042533982545137405, -0.01881376840174198, -0.025518950074911118, 0.013137866742908955, 0.019881660118699074, 0.013286246918141842, -0.008716471493244171, 0.006242495961487293, 0.03223854675889015, 0.06078300252556801, 0.00037709856405854225, -0.003391692880541086, -0.011768940836191177, 0.018037650734186172, 0.022710708901286125, -0.020920302718877792, -0.01525571197271347, 0.0092441001906991, -0.00035003351513296366, -0.00705058965831995, 0.0023186299949884415, 0.003851020708680153, -0.015205018222332, 0.005412169266492128, 0.02505861222743988, -0.007904253900051117, 0.009586869738996029, 0.03142348676919937, -0.013960062526166439, 0.014990996569395065, -0.005608814302831888, -0.043155238032341, -0.01212784182280302, -0.0037864521145820618, 0.01858294941484928, -0.013497036881744862, -0.01555879507213831, 0.027044791728258133, -0.020061105489730835, 0.0038191163912415504, -0.0020609130151569843, -0.00035100895911455154, -0.02589629776775837, 0.025421975180506706, 0.00216120108962059, 0.002191636012867093, 0.020317936316132545, 0.004334523808211088, -0.027940478175878525, -0.018757082521915436, 0.019632477313280106, -0.008946218527853489, 0.00039900894626043737, -0.015668325126171112, -0.03486476093530655, 0.008763591758906841, 0.009463760070502758, 0.05208622291684151, -0.004567331168800592, -0.00934757012873888, -0.03272049501538277, -0.017029106616973877, -0.010408418253064156, -0.0033597699366509914, -0.00911051407456398, -0.007968881167471409, 0.003631049767136574, 0.012956024147570133, -0.003858918324112892, 0.04626575484871864, -0.021019436419010162, 0.019545791670680046, 0.014498447068035603, -0.004058811813592911, 0.0036756100598722696, -0.014929872937500477, -0.011187870055437088, 0.009775944985449314, -0.021911298856139183, -1.3197065662495788e-8, -0.015819473192095757, -0.0031810300424695015, -0.0215559434145689, -0.019431371241807938, 0.021433686837553978, -0.019444728270173073, -0.0066003501415252686, 0.013203729875385761, -0.003405226394534111, 0.01620682142674923, 0.06947708129882812, -0.015286996029317379, 0.0008819025824777782, 0.013431577011942863, 0.024581551551818848, -0.04735860973596573, 0.016145722940564156, 0.01413741335272789, 0.01708466000854969, -0.018635841086506844, 0.05883483961224556, 0.04812321066856384, -0.0029027597047388554, 0.017683090642094612, 0.038329947739839554, 0.013234967365860939, -0.03041173703968525, -0.09585709869861603, 0.028388172388076782, -0.008951309137046337, 0.02426563762128353, -0.02570786327123642, 0.0035996478982269764, 0.03947785124182701, -0.018213879317045212, -0.03632395341992378, 0.04226737096905708, 0.023022379726171494, -0.03333815932273865, -0.0005993664963170886, 0.004785089287906885, 0.00031577309709973633, -0.03864075988531113, -0.02238355576992035, -0.013483552262187004, -0.010173654183745384, -0.023376401513814926, -0.018422354012727737, 0.005262758582830429, -0.057649750262498856, 0.032250989228487015, -0.013500533998012543, 0.034297648817300797, 0.050161994993686676, -0.007226485293358564, -0.014440680854022503, 0.0043095252476632595, -0.03582989424467087, -0.03811420127749443, -0.01171396765857935, 0.011140670627355576, 0.0033319140784442425, -0.009275782853364944, -0.00717435497790575 ]
taiichi-ohnos-workplace-management-book-review
https://markhneedham.com/blog/2008/12/09/taiichi-ohnos-workplace-management-book-review
false
2008-12-09 21:13:21
Javascript: Creating quick feedback loops
[ "javascript", "feedback-loops", "jquery" ]
[ "Software Development", "jQuery" ]
I've been working quite a lot with Javascript and in particular http://jquery.com/[jQuery] recently and since I haven't done much in this area before all the tips and tricks are new to me. One thing which is always useful no matter the programming language is to use it in a way that you can get rapid feedback on what you are doing. Fortunately there are quite a few tools that allow us to do this with Javascript: == Firebug The http://getfirebug.com/[Firefox plugin] is perhaps the quickest way of getting feedback on anything Javascript and indeed CSS related. The ability to see which HTTP calls have been made on a page is invaluable for checking whether AJAX functionality is working correctly and DOM manipulation can be executed and tested on the fly. Including jQuery in a page effectively makes Firebug the jQuery Interactive Console, allowing us to try out the different functions and see their effects immediately. == Unit Testing Frameworks There are several javascript unit testing frameworks around at the moment which run in the browser and provide the ability to write assertions on our code. I have been using http://docs.jquery.com/QUnit[QUnit] and http://github.com/nkallen/screw-unit/tree/master[screw-unit] and while they work reasonably well for simple tests, neither seems to be at the level of JUnit or NUnit for example. I'm sure this will come as they mature. Other frameworks I've heard about but not tried: http://code.google.com/p/rhinounit/[RhinoUnit], http://www.valleyhighlands.com/testingframeworks/[JSNUnit], http://www.jsunit.net/[JSUnit], no doubt there are others I haven't heard about yet. == Selenium IDE The http://seleniumhq.org/projects/ide/[sometimes forgotten Firefox plugin] is very useful for quickly creating repeatable scenarios to see the impact that code changes have had. The beauty of this approach is that it takes out the manual steps in the process, so we can just make our changes and then re-run the test. The runner lights up green or red, taking out the need to manually verify the correctness of our assertions. + == Alert The http://www.mediacollege.com/internet/javascript/basic/alert.html['alert'] function is perhaps most useful when we want to quickly verify the path being taken through a piece of code without having to step through it using the Firebug debugger. It's probably more useful for proving our assumptions than actual debugging and it's certainly quick and easy to set up.
null
null
[ 0.010463280603289604, -0.016500532627105713, -0.017613306641578674, 0.039844412356615067, 0.05954620614647865, 0.012460063211619854, 0.03974126651883125, 0.04677861928939819, 0.030449597164988518, -0.030931910499930382, -0.010143322870135307, 0.020611276850104332, -0.06537865102291107, 0.002561811590567231, -0.026024911552667618, 0.06713539361953735, 0.07140612602233887, 0.0013481114292517304, 0.0495159775018692, 0.00020485956338234246, 0.023999130353331566, 0.05803171545267105, -0.007022397127002478, 0.017810819670557976, 0.03675474226474762, 0.023369161412119865, 0.026158832013607025, 0.009567181579768658, -0.08048833906650543, -0.028709031641483307, 0.028848746791481972, 0.018817787989974022, -0.012202232144773006, -0.02056226320564747, 0.0037322246935218573, -0.026807520538568497, 0.002616509795188904, 0.03656170144677162, 0.010475962422788143, 0.041390545666217804, -0.059225473552942276, 0.016840757802128792, -0.011715752072632313, 0.027532024309039116, -0.053883109241724014, 0.0003170665295328945, -0.03699946403503418, -0.0027028426993638277, 0.013392595574259758, 0.005036641843616962, -0.06258849799633026, 0.04424592852592468, -0.01647065579891205, -0.008055555634200573, -0.015023457817733288, 0.05566461756825447, 0.020741257816553116, -0.07607264071702957, 0.018484195694327354, -0.0636281818151474, 0.013528472743928432, 0.019250022247433662, -0.007186251692473888, 0.0519619844853878, 0.017321569845080376, -0.010538273490965366, 0.01445144321769476, 0.061813853681087494, -0.04557470232248306, 0.005463221576064825, -0.001920425915159285, 0.025583799928426743, -0.050201114267110825, -0.017314488068223, 0.040857650339603424, -0.04471088573336601, -0.02350049838423729, 0.05539654567837715, -0.021328743547201157, 0.04717853665351868, -0.021254777908325195, 0.017025204375386238, 0.040567994117736816, 0.0059783197939395905, -0.006010084412992001, -0.03959132358431816, -0.02860473468899727, 0.004513503983616829, -0.04915401712059975, 0.06710391491651535, 0.046767137944698334, -0.0601617693901062, 0.036897625774145126, 0.036669034510850906, 0.007113780826330185, 0.025732802227139473, 0.028719764202833176, 0.012700154446065426, -0.005534124560654163, -0.0104070408269763, -0.03029461018741131, -0.018324853852391243, 0.026057986542582512, -0.017193345353007317, -0.0796419233083725, -0.00523284450173378, -0.007437102496623993, -0.0320192314684391, -0.006622071377933025, 0.012522174045443535, -0.01991158165037632, 0.02542923390865326, -0.013182632625102997, 0.00240009231492877, -0.07390160113573074, 0.08289872109889984, -0.006178548559546471, -0.02030305750668049, -0.022243725135922432, 0.03793523833155632, 0.0666191428899765, 0.022272653877735138, -0.010504958219826221, 0.08515262603759766, 0.029848670586943626, 0.049913402646780014, -0.019718877971172333, 0.040881697088479996, 0.014092634432017803, -0.06757280230522156, 0.016205858439207077, 0.054440937936306, -0.017690101638436317, -0.001612210413441062, 0.019642667844891548, -0.009437075816094875, -0.0025969522539526224, -0.008947852998971939, 0.04455900937318802, 0.054699063301086426, -0.028016939759254456, -0.024867048487067223, 0.015297290869057178, -0.00417709443718195, 0.02995348908007145, 0.026362307369709015, -0.023525986820459366, -0.044198788702487946, -0.01606791280210018, 0.022469403222203255, -0.001918403315357864, 0.023399781435728073, 0.03535918518900871, -0.009178281761705875, -0.006639422848820686, 0.07249632477760315, 0.04052956774830818, -0.002046771813184023, -0.018849752843379974, 0.014810672029852867, 0.04178866371512413, 0.028672000393271446, 0.017130855470895767, 0.029762115329504013, -0.01763206347823143, 0.012638957239687443, -0.02526725083589554, 0.06440157443284988, -0.003435044549405575, -0.013868276961147785, -0.06838062405586243, -0.04629615694284439, 0.07002187520265579, -0.0703011080622673, -0.01427210122346878, 0.04738069698214531, 0.06539233773946762, -0.018730290234088898, 0.044939443469047546, 0.019709596410393715, -0.06982715427875519, -0.0013280140701681376, 0.01839415356516838, 0.02957719750702381, 0.024814488366246223, -0.022634761407971382, 0.0695130005478859, 0.022388657554984093, -0.006643114611506462, 0.023854050785303116, -0.07745443284511566, -0.06554993987083435, -0.033900924026966095, 0.000209271049243398, 0.06428283452987671, -0.03524930402636528, -0.004310727119445801, 0.08215011656284332, 0.021123072132468224, 0.03454548493027687, 0.014922503381967545, -0.028412852436304092, 0.024619927629828453, -0.051515817642211914, -0.03916460648179054, 0.015293948352336884, 0.0618828646838665, -0.0366925373673439, -0.0544198602437973, -0.011282498948276043, -0.022288205102086067, 0.011010208167135715, 0.05153288319706917, -0.016004016622900963, 0.03641108050942421, 0.018773404881358147, 0.049043767154216766, -0.03876833617687225, 0.048262178897857666, -0.04224754869937897, 0.036254242062568665, -0.008012878708541393, -0.005850153975188732, -0.026839280501008034, 0.010861868038773537, 0.11528104543685913, 0.06085623428225517, -0.03951645642518997, -0.03511820361018181, 0.020943045616149902, 0.014534272253513336, -0.04834435507655144, -0.009376853704452515, -0.0016306393081322312, -0.019088055938482285, -0.007932556793093681, -0.017207376658916473, -0.0059181079268455505, 0.014695273712277412, -0.04996666684746742, 0.038290224969387054, 0.057542819529771805, -0.011919710785150528, 0.055214155465364456, 0.0009518930455669761, -0.032444022595882416, 0.010854980908334255, 0.003468381939455867, -0.04141087457537651, -0.010702135041356087, 0.0383620485663414, -0.0118204765021801, 0.02932409569621086, -0.03172861412167549, -0.022292623296380043, -0.02967764250934124, -0.024454690515995026, 0.01595025137066841, 0.035202693194150925, 0.06347452849149704, 0.0014868732541799545, 0.02082923613488674, 0.014416106045246124, 0.025452228263020515, 0.021124539896845818, -0.04472341760993004, -0.030949342995882034, -0.039385270327329636, -0.010043841786682606, 0.04718894511461258, 0.006701914127916098, 0.008399641141295433, 0.0165728610008955, 0.00010954049503197894, -0.01929723471403122, -0.0012314823688939214, 0.004772887099534273, -0.006994916126132011, -0.023439662531018257, -0.02256106585264206, -0.029601875692605972, 0.021694747731089592, -0.023491146042943, -0.02137717232108116, 0.01168927364051342, -0.07661642134189606, 0.0350557379424572, -0.0835740715265274, -0.06496141850948334, -0.006284787319600582, 0.015115668997168541, 0.027731750160455704, 0.0028381245210766792, 0.029377354308962822, 0.04964252933859825, -0.013097269460558891, 0.01741662062704563, -0.006368930451571941, -0.001697726547718048, 0.031921252608299255, -0.011930489912629128, -0.022012118250131607, 0.025303680449724197, -0.0006515125278383493, 0.004695925861597061, -0.03815211355686188, 0.03515021130442619, -0.018348803743720055, -0.29085519909858704, 0.042309295386075974, 0.019645538181066513, -0.03856971859931946, 0.026281703263521194, -0.02746519073843956, 0.007934458553791046, -0.06858669966459274, -0.01864517480134964, 0.02790897712111473, -0.02532157301902771, -0.018775369971990585, -0.03380732983350754, 0.05447404831647873, -0.03524002060294151, -0.004073107615113258, 0.018073400482535362, -0.02518664300441742, 0.026119187474250793, 0.044458724558353424, -0.015034850686788559, -0.06631220132112503, 0.024762513116002083, 0.056195955723524094, 0.05823306366801262, 0.04420643299818039, -0.0639321506023407, 0.040216539055109024, -0.02725479006767273, -0.0033934772945940495, 0.03782647103071213, -0.012124256230890751, 0.003558090887963772, -0.01676986925303936, -0.010077938437461853, 0.012563163414597511, 0.04326019436120987, -0.001203835941851139, 0.009046663530170918, 0.023102831095457077, -0.029438545927405357, -0.03718019276857376, -0.035269785672426224, 0.006599318701773882, 0.06283348053693771, -0.02175377495586872, -0.07505334913730621, 0.0016816669376567006, -0.0305840652436018, 0.0644168108701706, -0.030905093997716904, -0.03804339841008186, -0.013346168212592602, 0.036518678069114685, -0.009042253717780113, -0.01887204498052597, -0.005998393055051565, 0.011303803883492947, -0.03416351601481438, -0.056274428963661194, -0.01838638260960579, -0.03918483108282089, -0.04599975049495697, -0.030318735167384148, 0.001670599915087223, -0.07820489257574081, -0.04100997745990753, -0.008329765871167183, 0.09090746939182281, 0.014555160887539387, -0.01656181551516056, -0.0023679614532738924, 0.00799519196152687, -0.10827181488275528, 0.020278166979551315, -0.02574324980378151, -0.02125934325158596, -0.03244606778025627, -0.008361506275832653, 0.06362266093492508, -0.058842387050390244, -0.052004624158144, 0.01495011430233717, -0.004306842107325792, 0.0141847999766469, 0.0026847643312066793, 0.038987621665000916, 0.02356165088713169, 0.008103187195956707, -0.007457433268427849, 0.09535586088895798, -0.02926901914179325, -0.029755467548966408, -0.03521023690700531, 0.02710947021842003, 0.049544043838977814, 0.03309037908911705, 0.005341258831322193, 0.0235018078237772, 0.021816274151206017, 0.017349915578961372, -0.03724607825279236, 0.03785211965441704, -0.005726728122681379, 0.02549242414534092, -0.020516499876976013, -0.05643317848443985, 0.03665540739893913, 0.025362350046634674, 0.019892076030373573, -0.03794417157769203, -0.03332710266113281, -0.002192351734265685, -0.05319816991686821, -0.01996784284710884, -0.033785805106163025, 0.0058080535382032394, 0.0023154919035732746, -0.020190877839922905, -0.012707854621112347, -0.04415154084563255, 0.004629597533494234, 0.01365408580750227, -0.034137971699237823, -0.05380673706531525, -0.04235316440463066, -0.01775180548429489, -0.014800132252275944, 0.02223874069750309, -0.008800595998764038, 0.013853934593498707, 0.031405821442604065, -0.015616942197084427, -0.004123285412788391, -0.014997543767094612, -0.01957283541560173, -0.04687603935599327, -0.012909024953842163, 0.0065327053889632225, 0.0019426851067692041, -0.020340947434306145, 0.02266073413193226, -0.018100610002875328, 0.01882939040660858, 0.0137017872184515, 0.006482316646724939, 0.010786621831357479, 0.010608364827930927, -0.032265543937683105, 0.008359668776392937, 0.01170044019818306, -0.07744710892438889, -0.01576271653175354, -0.023899292573332787, -0.054474834352731705, -0.017155954614281654, 0.02379138208925724, 0.008616489358246326, -0.02481386996805668, -0.03137189894914627, -0.00555081944912672, -0.07253558188676834, -0.01671678014099598, -0.03765276446938515, -0.010010545141994953, 0.029184328392148018, 0.004582961089909077, 0.051028355956077576, -0.01400717068463564, -0.01742481254041195, 0.0003323201963212341, 0.02212715335190296, -0.033053889870643616, -0.0025200762320309877, -0.0016643553972244263, 0.0044519719667732716, -0.02268807962536812, 0.0053813261911273, 0.013038748875260353, 0.022797953337430954, 0.027900025248527527, -0.02571750245988369, 0.03610602766275406, 0.02899548038840294, 0.03379525616765022, -0.02987753041088581, -0.006136627402156591, 0.013333468697965145, -0.0019733989611268044, -0.014230109751224518, -0.028769677504897118, -0.02345820888876915, -0.013699531555175781, 0.0144636956974864, -0.03253907337784767, -0.08613657206296921, 0.03643742948770523, 0.022721420973539352, 0.013368742540478706, 0.036089468747377396, -0.014105938374996185, -0.015515106730163097, -0.046155355870723724, 0.03558223694562912, 0.04097907245159149, -0.07023154944181442, -0.008030937984585762, 0.00989849865436554, 0.022970492020249367, -0.006736475042998791, -0.018883008509874344, -0.07381407916545868, -0.016076363623142242, -0.03817517310380936, -0.006762898061424494, -0.026298832148313522, -0.008105337619781494, -0.045042552053928375, 0.009574982337653637, -0.02413466013967991, -0.021587658673524857, -0.015752939507365227, -0.00120913318824023, -0.026689602062106133, -0.007556217722594738, -0.01370188407599926, -0.015488650649785995, -0.0013272875221446157, 0.010442621074616909, -0.04101942107081413, 0.047309789806604385, -0.004923051688820124, 0.0338258370757103, 0.022846410050988197, -0.03427008539438248, -0.0003561127232387662, -0.03099539689719677, -0.018842732533812523, 0.015241681598126888, 0.0518149733543396, -0.002387593500316143, 0.005339831579476595, -0.029354913160204887, 0.003785901702940464, -0.03154724836349487, 0.009607979096472263, -0.03392443060874939, -0.01593426614999771, 0.0440380796790123, 0.08144941180944443, 0.005368676967918873, 0.028025366365909576, 0.017544372007250786, -0.011604391038417816, 0.04136410355567932, -0.08975531905889511, 0.008564753457903862, -0.03406965360045433, -0.06243591010570526, 0.007927998900413513, 0.006465280428528786, 0.04995730519294739, -0.04576323181390762, 0.050693079829216, -0.004438282921910286, 0.005786084104329348, 0.008935765363276005, -0.02445077896118164, 0.03434692323207855, -0.05686616152524948, -0.006989659275859594, -0.0890471339225769, 0.005483719520270824, 0.05693568289279938, -0.01094713807106018, -0.025745196267962456, -0.010533619672060013, -0.027031229808926582, 0.0545131079852581, -0.04479546099901199, -0.0010695511009544134, 0.04378855600953102, 0.011109949089586735, -0.029946330934762955, 0.0007616844959557056, -0.07170411944389343, 0.031361475586891174, 0.031531695276498795, -0.03389773517847061, -0.0054306345991790295, -0.02668025903403759, 0.05135584995150566, 0.009314470924437046, -0.012603623792529106, -0.036417316645383835, 0.020546430721879005, 0.03203665837645531, 0.013473287224769592, -0.007657663896679878, 0.024834850803017616, 0.012809976004064083, 0.04494385048747063, 0.051742006093263626, 0.03405291587114334, -0.001162310829386115, 0.0080912746489048, 0.0052482327446341515, -0.050766728818416595, 0.02254590578377247, 0.020144008100032806, -0.03546503931283951, -0.026564205065369606, 0.05714951455593109, 0.037498317658901215, -0.0339239276945591, -0.04655536636710167, -0.02556401677429676, -0.04980747029185295, -0.010458767414093018, -0.030596652999520302, -0.009821056388318539, -0.03388318419456482, 0.06203217804431915, -0.006128588691353798, -0.007958801463246346, 0.07085258513689041, 0.0027895921375602484, -0.01714901253581047, -0.014125955291092396, 0.06489182263612747, 0.07148198783397675, 0.04391179978847504, 0.004617397673428059, 0.06276718527078629, 0.00701445946469903, -0.06537289172410965, 0.01836760714650154, -0.011405869387090206, 0.00028421907336451113, -0.029967408627271652, 0.037943340837955475, 0.05630258470773697, -0.00029842767980881035, 0.06526130437850952, -0.013133322820067406, 0.004844390321522951, -0.016092488542199135, 0.03861451894044876, 0.011218100786209106, 0.06917659938335419, 0.030416077002882957, 0.010476457886397839, -0.014266693964600563, -0.021845679730176926, 0.02438274770975113, -0.0697033703327179, -0.033640410751104355, 0.02835262380540371, -0.0013004298089072108, 0.03695955500006676, 0.011026926338672638, 0.039845336228609085, 0.06469259411096573, -0.027779171243309975, 0.004232541657984257, 0.0034178984351456165, 0.04114697128534317, 0.030266446992754936, -0.005286648403853178, -0.021281978115439415, -0.013251246884465218, -0.006743261590600014, -0.020916229113936424, -0.022938678041100502, 0.0011254986748099327, -0.019764164462685585, 0.04076863080263138, -0.028266461566090584, 0.014227218925952911, 0.0395842120051384, 0.008710465393960476, -0.02275697886943817, -0.0653299018740654, -0.04698781296610832, -0.028616784140467644, -0.028671374544501305, -0.05258560553193092, 0.048607636243104935, -0.031442735344171524, -0.04252113401889801, -0.017691871151328087, 0.007207574788480997, 0.008731953799724579, 0.015606323257088661, -0.04563552513718605, -0.033428534865379333, 0.04170486703515053, 0.00011288751557003707, 0.03808312118053436, 0.01963127590715885, 0.04703671485185623, 0.010207786224782467, 0.003670798847451806, -0.0501529835164547, -0.016887448728084564, 0.05178752541542053, 0.01708330400288105, 0.0388367585837841, -0.061432164162397385, 0.0003042280441150069, 0.014890918508172035, 0.011401941068470478, -0.035612646490335464, -0.00036206646473146975, -0.009436139836907387, -0.04071280360221863, 0.08217310160398483, -0.021418364718556404, 0.015698455274105072, -0.04844284802675247, -0.027561616152524948, 0.010813693515956402, 0.030482759699225426, 0.04251101240515709, -0.01929682306945324, 0.08988774567842484, -0.0038809359539300203, -0.018690425902605057, -0.022053981199860573, -0.00628041522577405, -0.0030731740407645702, -0.013047251850366592, -0.024145333096385002, -0.05115956813097, -0.04477064311504364, -0.06882984191179276, -0.03641652688384056, 0.003341125091537833, 0.0001690540520939976, -0.006747836247086525, 0.018405677750706673, 0.025207839906215668, -0.06878535449504852, 0.016733773052692413, -0.05073057487607002, 0.03796302154660225, -0.02560379169881344, -0.030217325314879417, 0.03199085220694542, 0.0045783319510519505, 0.00008855164924170822, -0.019135741516947746, 0.04148789495229721, -0.027043018490076065, -0.028027700260281563, -0.00766176450997591, 0.04383399337530136, 0.04928910732269287, 0.004425372462719679, -0.014374278485774994 ]
[ -0.11033410578966141, 0.002168159233406186, -0.01858089305460453, -0.04014294967055321, 0.036389704793691635, -0.01816774718463421, -0.008837228640913963, 0.05271216854453087, -0.017132945358753204, -0.03856382519006729, -0.049502234905958176, 0.0009438308770768344, -0.05421512946486473, 0.023573609068989754, 0.07978026568889618, -0.002503646072000265, -0.007908962666988373, -0.05322885513305664, -0.05110877752304077, 0.028720758855342865, 0.004499582573771477, -0.011844084598124027, -0.04043570160865784, -0.05434884876012802, -0.02826298400759697, 0.039683401584625244, 0.05437834933400154, -0.018562251701951027, 0.004146855790168047, -0.16147378087043762, 0.019584888592362404, -0.03739432618021965, 0.005726192612200975, -0.0329701267182827, -0.018426168709993362, 0.036712951958179474, 0.018232520669698715, 0.011165250092744827, 0.017288170754909515, 0.028375020250678062, 0.03392000496387482, 0.01855628751218319, -0.06248515844345093, -0.03335962072014809, 0.05592759698629379, -0.018763316795229912, 0.016157440841197968, -0.038194265216588974, -0.027370279654860497, 0.02112262137234211, -0.04733120650053024, -0.02364945597946644, 0.025369610637426376, -0.04544059559702873, 0.024790333583950996, 0.02679080329835415, 0.006359263323247433, 0.06989549100399017, 0.004957931581884623, 0.046120643615722656, -0.016223212704062462, -0.027052585035562515, -0.11848833411931992, 0.14295075833797455, 0.0181716401129961, 0.05007233843207359, -0.015968916937708855, -0.020994417369365692, -0.029061347246170044, 0.06835826486349106, 0.018981873989105225, -0.021732859313488007, -0.03320717066526413, 0.07650763541460037, 0.010867571458220482, -0.011976969428360462, -0.0003374237276148051, -0.010520136915147305, 0.055032502859830856, -0.004697130993008614, -0.05659649148583412, -0.060398515313863754, 0.006729288026690483, -0.04037192091345787, -0.025011220946907997, 0.0064035095274448395, -0.005282068159431219, 0.06425762176513672, 0.04753442108631134, 0.03503502532839775, 0.03649241849780083, -0.019332921132445335, -0.0009331995970569551, -0.010809740051627159, -0.07253500819206238, -0.019471660256385803, -0.015759553760290146, 0.0012982676271349192, -0.04441676661372185, 0.3957100808620453, -0.03189941123127937, 0.0028839251026511192, 0.09720981866121292, -0.01300992351025343, -0.025999343022704124, -0.006002005655318499, -0.007140341680496931, -0.04461577534675598, 0.010097811929881573, -0.02511909231543541, -0.008233333937823772, -0.0013725390890613198, 0.04301101714372635, -0.02023349329829216, -0.009692099876701832, -0.01274813897907734, 0.03996630012989044, -0.008965281769633293, 0.027648458257317543, -0.015004434622824192, 0.047812674194574356, 0.029798777773976326, 0.007743638940155506, 0.0007629242609255016, 0.04094709828495979, -0.015889396890997887, 0.02768915519118309, 0.053584132343530655, 0.021271852776408195, 0.03758352994918823, 0.05796331539750099, -0.05296256020665169, -0.048596978187561035, -0.005956944078207016, -0.0146658755838871, 0.031819552183151245, 0.02821251191198826, 0.010356573387980461, 0.015820542350411415, 0.04848465695977211, -0.0006915746489539742, -0.045123204588890076, 0.0346086211502552, -0.03413676470518112, -0.035792335867881775, 0.06069382280111313, 0.0073484210297465324, -0.03284953907132149, -0.010821094736456871, -0.0608820766210556, 0.020646918565034866, 0.06698399037122726, 0.005303645972162485, -0.051586490124464035, 0.007238716818392277, 0.04129638522863388, 0.022094296291470528, -0.018540075048804283, -0.012635672464966774, -0.012892229482531548, -0.050392623990774155, -0.00531105138361454, -0.04229508340358734, 0.04273967444896698, 0.02822709269821644, -0.131229430437088, -0.0419461615383625, 0.0032569211907684803, 0.025048384442925453, -0.08794569969177246, -0.026790309697389603, 0.03841313347220421, -0.08115894347429276, -0.02101895771920681, 0.030492905527353287, -0.028654087334871292, -0.017333151772618294, 0.021938450634479523, 0.04603837430477142, 0.022078445181250572, 0.023705165833234787, 0.001355401473119855, -0.049769558012485504, 0.015252395533025265, -0.030461139976978302, -0.07465124130249023, -0.030055982992053032, -0.014878072775900364, 0.0010077496990561485, 0.016401272267103195, -0.028896521776914597, -0.06325709074735641, -0.06520138680934906, 0.09113738685846329, -0.004393976181745529, 0.02204502560198307, -0.006363849621266127, -0.030645595863461494, 0.000029112870834069327, -0.0126526840031147, 0.052112169563770294, 0.017549123615026474, 0.0012250443687662482, 0.05651821196079254, -0.04663630202412605, 0.09766998887062073, 0.09042008966207504, -0.05016453564167023, 0.09662890434265137, 0.01632160320878029, -0.0689980536699295, 0.011352705769240856, 0.03454253822565079, -0.007899612188339233, 0.023718811571598053, -0.02919926308095455, -0.008945237845182419, 0.015763696283102036, 0.010315699502825737, 0.04681646451354027, -0.025982322171330452, -0.005687753204256296, 0.003960712812840939, -0.33124926686286926, -0.044030070304870605, -0.019265763461589813, 0.005062820389866829, 0.03419898822903633, -0.06126585230231285, 0.011735555715858936, -0.02406294457614422, -0.008875074796378613, 0.014209174551069736, 0.07597068697214127, -0.0017754669534042478, 0.006856006104499102, -0.12764284014701843, -0.014478078112006187, 0.022279107943177223, -0.027272112667560577, -0.07602196931838989, -0.019953645765781403, 0.015760129317641258, -0.02549721673130989, 0.01030795555561781, -0.024622833356261253, -0.07505522668361664, 0.016961881890892982, -0.04456330090761185, 0.09344795346260071, 0.012200999073684216, 0.06419657915830612, -0.05978543311357498, 0.05622229352593422, -0.00958620011806488, 0.02191316895186901, -0.06870191544294357, 0.005620439071208239, -0.026275260373950005, -0.002403632504865527, -0.0049997842870652676, 0.03185274079442024, -0.005121056921780109, -0.03176944702863693, -0.01166712585836649, -0.028316332027316093, -0.06152018532156944, -0.046953607350587845, 0.0010884604416787624, 0.0075662326999008656, -0.0329635925590992, -0.03826979175209999, 0.05357370525598526, 0.021449780091643333, -0.00030694034649059176, 0.042458876967430115, 0.04661271348595619, -0.01432056911289692, 0.002282771049067378, -0.0410006120800972, -0.026007508859038353, -0.009639165364205837, -0.007360904011875391, 0.04163753241300583, 0.04374859854578972, 0.03494178503751755, -0.04647187516093254, 0.01910022832453251, 0.029849760234355927, 0.02893301472067833, -0.01800854690372944, 0.07228323817253113, -0.027185993269085884, -0.07158452272415161, 0.10977646708488464, 0.02010718733072281, 0.029357843101024628, 0.02478606067597866, 0.02988729253411293, -0.001259790500625968, 0.03637286648154259, 0.03821476548910141, -0.0007024376536719501, 0.008371181786060333, 0.05169375240802765, 0.02089257724583149, -0.030921677127480507, -0.0356033630669117, 0.03839956223964691, -0.05463904142379761, -0.03549543023109436, 0.02870672196149826, -0.028200332075357437, -0.054071471095085144, 0.013583353720605373, -0.011310936883091927, -0.07783520221710205, 0.022357504814863205, -0.007535854354500771, -0.236775204539299, -0.010637207888066769, 0.0818355605006218, 0.08184477686882019, -0.024211585521697998, 0.014773068949580193, 0.02785525657236576, -0.0711420327425003, 0.0037877692375332117, 0.04248320683836937, 0.022264696657657623, 0.007847432978451252, -0.010115256533026695, -0.012634677812457085, 0.05565304681658745, 0.0018694911850616336, 0.007532098330557346, 0.018916521221399307, 0.003558036405593157, -0.012537531554698944, 0.04916040971875191, -0.01904970407485962, 0.18500594794750214, 0.019372545182704926, 0.01891845278441906, 0.05619910731911659, 0.010471850633621216, 0.01408399548381567, 0.08334465324878693, -0.015635311603546143, -0.007813840173184872, 0.0004224059812258929, 0.0595131479203701, 0.001995089231058955, 0.02188802696764469, -0.07737807184457779, -0.059568632394075394, 0.04529007896780968, -0.004396849777549505, -0.03175070509314537, -0.01023176871240139, 0.02557455189526081, -0.0007628634921275079, 0.013426817953586578, 0.06731227040290833, 0.013871943578124046, -0.0003120372712146491, -0.02117607742547989, -0.049374666064977646, 0.003047708421945572, -0.05837789177894592, -0.037937503308057785, 0.030370192602276802, -0.02093885838985443, -0.031952884048223495, 0.07944294065237045, 0.05274515599012375, -0.038492873311042786, 0.006328711751848459, 0.032617632299661636, -0.010933402925729752, 0.016575045883655548, 0.11226948350667953, 0.02984466962516308, 0.04478791728615761 ]
[ -0.019903115928173065, 0.01743684895336628, -0.007885578088462353, 0.03409343585371971, 0.007170614320784807, 0.00895833782851696, -0.019544171169400215, -0.01777692139148712, 0.0007605924038216472, -0.05264172703027725, -0.03220122307538986, 0.034995995461940765, 0.03594880923628807, -0.013651435263454914, 0.01720447652041912, -0.0554005391895771, -0.04568176344037056, -0.009934812784194946, 0.011236322112381458, -0.016691556200385094, -0.035153888165950775, 0.002290181117132306, 0.009166855365037918, -0.001565329497680068, -0.036765847355127335, -0.005928129889070988, 0.013953340239822865, -0.0010455874726176262, 0.004460636526346207, -0.14100554585456848, -0.013021924532949924, -0.055509962141513824, -0.03035193495452404, -0.020352227613329887, -0.05074188858270645, 0.005509397946298122, 0.0007684062584303319, 0.025762904435396194, -0.008527087047696114, 0.03986246883869171, -0.03221334517002106, -0.012925856746733189, -0.004947418812662363, 0.00984893273562193, -0.011571860872209072, -0.017067912966012955, -0.05248021334409714, -0.04214143380522728, -0.02622205764055252, 0.015365343540906906, 0.005381520371884108, 0.033006660640239716, -0.006402175407856703, 0.031082352623343468, -0.007884475402534008, -0.03331005945801735, 0.019684236496686935, -0.02074030600488186, 0.02879815176129341, 0.0543525330722332, 0.001933203311637044, 0.011956160888075829, -0.010002444498240948, -0.012099119834601879, 0.003916072193533182, -0.020023368299007416, 0.031258631497621536, -0.007700982969254255, -0.03500862047076225, -0.0007741580484434962, -0.014802288264036179, 0.01549719087779522, 0.0019050597911700606, -0.011851532384753227, 0.0008280465262942016, 0.004393593408167362, -0.03068694844841957, 0.020130479708313942, -0.0027321558445692062, 0.007747332565486431, -0.04584481939673424, -0.013369631953537464, 0.025600846856832504, 0.05538760498166084, 0.020289653912186623, 0.07372801005840302, 0.006251826416701078, 0.009002070873975754, -0.0027019090484827757, 0.023343421518802643, -0.048152100294828415, 0.023673424497246742, 0.002723510842770338, 0.07692646235227585, -0.07750220596790314, 0.011648111045360565, 0.008368621580302715, -0.03899991139769554, -0.041385017335414886, 0.8130717277526855, -0.014435390010476112, 0.020309533923864365, 0.03296410292387009, 0.026167921721935272, -0.005701751448214054, -0.013542236760258675, -0.018549151718616486, 0.0006689596339128911, 0.025079522281885147, -0.029649926349520683, 0.00620710663497448, 0.016463350504636765, 0.007780641783028841, -0.01659625954926014, 0.017042888328433037, -0.01770542375743389, 0.040123000741004944, -0.024077696725726128, 0.008075605146586895, 0.01521556731313467, 0.06490704417228699, 0.038429584354162216, -0.028260594233870506, 0.019534802064299583, 0.039322417229413986, -0.15378867089748383, -0.009873817674815655, -8.74957987667858e-33, 0.060360316187143326, 0.007081972900778055, 0.031871940940618515, 0.00554703688248992, 0.010704940184950829, 0.0033796916250139475, 0.04635196924209595, 0.06726931035518646, -0.028802862390875816, -0.023603899404406548, 0.042707666754722595, 0.01631542108952999, 0.0038185613229870796, -0.04006462171673775, 0.0181445199996233, 0.014559845440089703, -0.004253617953509092, 0.025737106800079346, 0.003372777020558715, 0.031865451484918594, -0.0007153822225518525, 0.03831740841269493, 0.060155607759952545, 0.03102690726518631, -0.001671268604695797, 0.02820509485900402, -0.013079753145575523, 0.0608164519071579, -0.04324708878993988, -0.0448136180639267, -0.016103319823741913, -0.0211239792406559, -0.040067821741104126, -0.03600049018859863, 0.005790237337350845, -0.04153652489185333, -0.005078413058072329, -0.02420111373066902, -0.016614602878689766, -0.018155742436647415, -0.04091484472155571, -0.03146008402109146, -0.01766149140894413, -0.017930662259459496, -0.022789880633354187, -0.01640276610851288, -0.0000024470293737977045, -0.018939614295959473, 0.010183226317167282, 0.01303795911371708, -0.00570210674777627, 0.04176071658730507, 0.02690568007528782, -0.03359568119049072, -0.03116871975362301, 0.055556487292051315, 0.014886469580233097, 0.02408936433494091, 0.012962178327143192, 0.021896367892622948, 0.020705724135041237, -0.011418675072491169, -0.025817813351750374, 0.022280195727944374, -0.01358826644718647, -0.049199558794498444, -0.004336781334131956, 0.014973409473896027, 0.026592407375574112, -0.03130613639950752, -0.030708136036992073, 0.02807457558810711, -0.007666621822863817, 0.009388923645019531, 0.036436740309000015, -0.024123702198266983, -0.005779729690402746, 0.011340835131704807, 0.009775788523256779, 0.032274674624204636, 0.05579126253724098, -0.04750059172511101, 0.01770295761525631, -0.01657695136964321, 0.013754208572208881, -0.03245333582162857, 0.018947938457131386, 0.00444532185792923, 0.008989866822957993, 0.05720996856689453, 0.018140437081456184, 0.011698459275066853, 0.000962824618909508, 0.006686356384307146, -0.00659299036487937, 7.715518802095322e-33, -0.001378325279802084, -0.007264082785695791, -0.033018529415130615, 0.03419957309961319, 0.014494897797703743, -0.01438464131206274, 0.0037519647739827633, 0.0014381640357896686, -0.07166394591331482, 0.04342029616236687, 0.018055042251944542, 0.025048142299056053, -0.03566266968846321, 0.0017226123018190265, 0.019105035811662674, 0.013452990911900997, -0.005297249183058739, -0.06049967557191849, 0.03545036539435387, -0.026250720024108887, 0.0612311027944088, 0.013978511095046997, 0.016508908942341805, -0.002213916974142194, -0.030583297833800316, 0.03551968187093735, -0.016615817323327065, -0.01732809469103813, -0.0017452128231525421, -0.0012922931928187609, -0.01213835459202528, -0.00892888568341732, 0.006037500221282244, -0.021913353353738785, 0.005555158481001854, 0.017610570415854454, -0.004930179566144943, 0.0046849302016198635, 0.052906133234500885, 0.001032932079397142, 0.0013010760303586721, -0.009000711143016815, 0.015307429246604443, -0.007759692147374153, 0.029251139611005783, 0.013056806288659573, 0.00010045095405075699, -0.00025665017892606556, 0.03956002742052078, 0.06017020717263222, -0.034428149461746216, 0.03492129594087601, -0.012682085856795311, 0.01085286121815443, 0.0038160705007612705, -0.0554097555577755, -0.05376565456390381, -0.02369515225291252, -0.0125759681686759, 0.029171789065003395, -0.0010962043888866901, -0.021390074864029884, -0.0324590727686882, 0.02834760770201683, -0.03564145043492317, -0.00026857576449401677, -0.041035573929548264, 0.01099252887070179, 0.016691451892256737, -0.01463305950164795, -0.00407024659216404, -0.003495189594104886, 0.03918759524822235, -0.003456646576523781, 0.026040058583021164, -0.04818764701485634, 0.011662454344332218, -0.031557004898786545, -0.03796013072133064, 0.027254192158579826, 0.04792780056595802, 0.02061488665640354, -0.008468477055430412, -0.035251397639513016, -0.012503594160079956, 0.0276283398270607, -0.01884494163095951, 0.030186260119080544, -0.02785913646221161, -0.0707518607378006, -0.004333583638072014, 0.03734946250915527, 0.004469460807740688, -0.040667012333869934, 0.004813743755221367, -1.3440852875135079e-8, -0.03870697692036629, 0.008224154822528362, -0.007209890987724066, -0.03766147792339325, 0.0066007026471197605, -0.02070162445306778, -0.009208365343511105, 0.008459392003715038, -0.043120261281728745, 0.008218744769692421, 0.06447964906692505, 0.004481680691242218, 0.031132454052567482, 0.04841236770153046, -0.007612213958054781, -0.05067465454339981, -0.03574535250663757, -0.02541336603462696, 0.030328236520290375, 0.009487990289926529, 0.0035202493891119957, 0.04491274058818817, 0.01865285634994507, 0.010294117964804173, 0.0053190020844340324, 0.0026182683650404215, -0.018727771937847137, -0.05380900576710701, -0.005013377871364355, 0.01341406349092722, -0.03830621391534805, -0.05147797241806984, -0.014306298457086086, -0.03775171563029289, -0.01629415713250637, -0.037654466927051544, -0.004761585034430027, -0.015310907736420631, 0.003824101062491536, -0.030656419694423676, 0.0314941443502903, -0.02394491620361805, 0.0005445528076961637, -0.021108059212565422, -0.0008291922858916223, -0.015598390251398087, -0.05307181552052498, 0.019754095003008842, 0.023480068892240524, -0.05667103826999664, -0.010639517568051815, 0.00750342570245266, 0.01721636950969696, -0.006164417136460543, 0.026869000867009163, -0.0027417747769504786, 0.043706245720386505, -0.019019389525055885, 0.012731562368571758, -0.002234287792816758, 0.01965227536857128, 0.03254840150475502, -0.019524917006492615, -0.021626880392432213 ]
javascript-creating-quick-feedback-loops
https://markhneedham.com/blog/2008/12/09/javascript-creating-quick-feedback-loops
false
2008-12-31 01:26:37
Oxite: Some Thoughts
[ "microsoft", "aspnet", "mvc", "oxite" ]
[ ".NET", "Reading Code" ]
The recently released http://www.codeplex.com/oxite[Oxite] code base has taken a http://www.lostechies.com/blogs/chad_myers/archive/2008/12/20/oxite-review.aspx[bit] http://codebetter.com/blogs/glenn.block/archive/2008/12/19/on-oxite.aspx[of] http://www.hanselman.com/blog/ASPNETMVCSamplesOxiteAndCommunity.aspx[a] http://blog.wekeroad.com/blog/some-thoughts-on-oxite/[hammering] in the blogosphere for a variety of reasons - the general feeling being that it doesn't really serve as a particularly good example of an ASP.NET MVC application. I was intrigued to read the code though - you can always learn something by doing so and reading code is one of the ares that I want to improve in. So in a style similar to that of a http://www.markhneedham.com/blog/2008/11/12/technicalcode-base-retrospective/[Technical Retrospective] these are my thoughts. == Things I like * The *Repository* pattern from http://domaindrivendesign.org/[Domain Driven Design] is used for providing access to the entities and provides encapsulation around the LINQ to SQL code. * There is some quite clever use of extension methods on FormCollection in the AdminController to create Posts and Tags from the data collected from the page. There are others as well - the developers really seem to grok extension methods in a way that I currently don't. It will be interesting to see if I start using them more as I code more with C# 3.0. </ul> + == Things I'd change ** Testing wise there are some tests covering the MetaWeblogService class although it feels like the setup in each of the tests is a bit heavy. I'd refactor the tests using http://www.industriallogic.com/xp/refactoring/composeMethod.html[compose method] to try and remove some of the noise and rename the tests so that they follow the http://www.markhneedham.com/blog/2008/09/04/bdd-style-unit-test-names/[BDD style] more closely. ** When time is used in the code it is done by directly using the DateTime class. Testing time based code is made much easier when we can control the time in our tests, so have a http://www.markhneedham.com/blog/2008/09/24/testing-with-joda-time/[Time Provider] or System Clock class can be a very useful approach here. ** A http://martinfowler.com/articles/mocksArentStubs.html[classicist] approach has been taken towards testing with no mocks in sight! It feels like a lot of work went into creating the fake versions of the classes which could maybe have been done much more easily using a stub in http://ayende.com/projects/rhino-mocks.aspx[Rhino Mocks] for example. ** A lot of the ViewData code is weakly typed by putting values into an array. We started with this approach on a project I worked on and it's so easy to misspell something somewhere that we came to the conclusion that *if we can get strong typing we should strive for that*. Jeremy Miller's http://codebetter.com/blogs/jeremy.miller/archive/2008/10/23/our-opinions-on-the-asp-net-mvc-introducing-the-thunderdome-principle.aspx[Thunderdome Principle] works well here. ** AdminController seems to have a massive number of responsibilities which is perhaps not surprising given the name. I think it'd be better to have the administrative tasks handled from the individual controllers for those tasks. This would also help lead the design towards a more http://www.ics.uci.edu/~fielding/pubs/dissertation/rest_arch_style.htm[RESTful] approach ** The *Domain model is very driven from the definition of the database tables* from my understanding. The domain objects are effectively representations of database tables. If we want to create a richer domain model then it would make more sense to design the classes in terms of what makes sense in the domain rather than what makes sense at a database level. An ORM tool could then be used to map the database tables to the code. ** A lot of the *domain objects implement an interface* as well which I don't think is really necessary. Although there are exceptions, in general when we refer to domain objects we care about the implementation rather than a contract describing what it does. ** The *Routes collection is passed around* quite a few of the controllers, seemingly so that URLs can be generated inside other pages. It seems a bit overkill to pass this around to achieve such a simple goal and my thinking is that maybe a wrapper class which generated the URLs might be more intention revealing. ** There is a bit more logic than I'm comfortable with in some of the views - I think it would be good to move this logic into ViewModel classes. This will have the added benefit of allowing that logic to be tested more easily. + == Want to know more about ** I'm curious as to *why LINQ to SQL is being used* as the interface to the database as I was under the impression that it is being http://codebetter.com/blogs/david.hayden/archive/2008/10/31/linq-to-sql-is-dead-read-between-the-lines.aspx[phased out] by Microsoft. The syntax seemed quite readable but I think the problem of interacting between code and the database in a clean way has been largely solved by http://www.hibernate.org/343.html[NHibernate] although the http://weblogs.asp.net/fbouma/archive/2008/05/19/why-use-the-entity-framework-yeah-why-exactly.aspx[Entity Framework] is a newish addition in this area. ** One interesting thing I noticed was a *lot of Background Services* running in this codebase - I've not come across this in a web application before. They are actually being used for creating trackbacks, sending trackbacks and sending email messages. + == My learning from reading the code ** I asked for some http://twitter.com/markhneedham/status/1063734022[advice on the best way to read code] on Twitter and the most popular advice was to *debug through the code*. Unfortunately I couldn't seem to do this without having a database in place so another approach was necessary. Instead I started reading from the tests that were available and then clicked through to areas of interest from there. I think it worked reasonably well but it wasn't as focused as if I had debugged and I couldn't see the state of the program as it executed. ** I wanted to find a way to read the Oxite code and navigate to areas of the ASP.NET MVC source using http://www.red-gate.com/products/reflector/[Reflector] without having to do so manually. http://www.testdriven.net/[TestDriven.NET] was recommended to me and it worked really well. Clicking the 'Go to Reflector' option from the menu takes you to the current class in the Reflector window. Impressive. ** Changing the Resharper find usages menu to show 'Namespace + Type' makes it much easier to try and work out what the code is doing rather than the default setting of just 'Namespace'. ** From looking at some of the ASP.NET MVC code I realised that a lot of data is stored in static variables in order to make the data globally accessible. It's something I had never considered this before and it makes sense in a way but feels a little nasty ** I found that I was getting *side tracked quite a lot* by irrelevant details in the code. I'm used to having a pair guide me through a new code base so looking at this one alone was a bit different for me. Separating noise/signal when reading code and identifying common patterns to allow me to do this is something I am working on. + == Overall + I think it's really cool that the Oxite team put their code out there for people to look at and learn from. A number of highly experienced developers have made suggestions for improvement so clearly this is quite a useful way to get feedback and code better in the future. From what I understand, Rob Conery is working on some http://blog.wekeroad.com/blog/oxite-refactor-take-1/[refactorings for this code base] so it will be interesting to see what it looks like when this is done.
null
null
[ 0.030327416956424713, -0.021477792412042618, -0.004663160070776939, 0.04686637595295906, 0.09641529619693756, 0.0011568430345505476, 0.0055452617816627026, 0.047056928277015686, 0.0294183399528265, -0.0345291793346405, -0.01799909397959709, -0.005540447309613228, -0.07220645993947983, -0.011995074339210987, -0.028940973803400993, 0.07803544402122498, 0.056737709790468216, -0.015808843076229095, 0.06315071135759354, -0.012808017432689667, 0.03456371650099754, 0.06488770991563797, -0.006121672224253416, 0.040774520486593246, 0.03020939789712429, 0.043341055512428284, 0.00895456038415432, -0.00813431479036808, -0.06876343488693237, -0.015542203560471535, 0.044574983417987823, 0.023159591481089592, 0.015124870464205742, -0.0034896729048341513, 0.01803460530936718, -0.008078859187662601, -0.017751364037394524, 0.007131990976631641, 0.00797225534915924, 0.013659209944307804, -0.07413455098867416, 0.04349042847752571, 0.000025398934667464346, 0.040664006024599075, -0.042435724288225174, 0.01598898507654667, -0.029105020686984062, 0.015218198299407959, -0.030218683183193207, -0.007298893295228481, -0.05053986236453056, 0.04537790268659592, -0.028237752616405487, 0.021433208137750626, -0.01507729385048151, 0.06574222445487976, 0.013102797791361809, -0.04588012397289276, 0.013543728739023209, -0.04144440218806267, -0.0031180784571915865, 0.00017523988208267838, 0.0010900278575718403, 0.03221416473388672, 0.03151927888393402, -0.010204645805060863, -0.018352339044213295, 0.0542607456445694, -0.04630611464381218, 0.014073248952627182, 0.01246668491512537, 0.03492550179362297, -0.014740086160600185, -0.003083792980760336, 0.027898183092474937, -0.029523201286792755, -0.0126247713342309, 0.0561169795691967, 0.012456705793738365, 0.0699891671538353, -0.01331367902457714, -0.00019141209486406296, 0.0002576736733317375, 0.020697826519608498, -0.011593777686357498, -0.0348765067756176, -0.02404126711189747, 0.023700635880231857, -0.04544411227107048, 0.07017378509044647, 0.013993395492434502, -0.052970316261053085, 0.04099249094724655, 0.03880096599459648, 0.0026624174788594246, 0.007436227053403854, 0.019106509163975716, 0.010536004789173603, 0.016095461323857307, -0.025112781673669815, -0.0273399967700243, -0.003630594117566943, 0.026643533259630203, 0.002987080253660679, -0.08646956086158752, -0.0125623419880867, -0.047128792852163315, -0.011901842430233955, -0.0009891667868942022, 0.0065033454447984695, -0.027483206242322922, 0.03343043103814125, -0.038418881595134735, -0.009535507299005985, -0.06592018157243729, 0.04824603721499443, 0.0062510184943675995, -0.01509332749992609, -0.006529208272695541, 0.008861014619469643, 0.03588951751589775, -0.00038577939267270267, -0.016612771898508072, 0.06675871461629868, 0.02866416983306408, 0.04417014122009277, -0.02798384428024292, 0.0545109286904335, -0.02322869561612606, -0.05195783078670502, -0.00631253607571125, 0.03242524340748787, -0.033378638327121735, 0.0012049631914123893, -0.004491753876209259, -0.030272889882326126, -0.013749140314757824, -0.0027567632496356964, 0.040466099977493286, 0.05134936422109604, -0.01565534994006157, -0.06121789664030075, 0.01626390404999256, -0.0007014059810899198, 0.021798402070999146, -0.003908082377165556, 0.005121763329952955, -0.038620494306087494, -0.013312524184584618, 0.03164457902312279, 0.012821267358958721, 0.02322843112051487, 0.0008996546966955066, -0.051699213683605194, 0.014141405001282692, 0.06894058734178543, 0.030249452218413353, 0.0036083681043237448, 0.0021842210553586483, 0.03192579746246338, 0.03774455934762955, 0.019724491983652115, 0.018491951748728752, 0.028529897332191467, 0.013412469998002052, -0.00657234899699688, -0.029778219759464264, 0.04098638519644737, 0.011146136559545994, 0.007527063135057688, -0.07452177256345749, -0.043962884694337845, 0.064341239631176, -0.06644608080387115, -0.01886092498898506, 0.044247981160879135, 0.06926640123128891, 0.02393280155956745, 0.05056492239236832, -0.021384036168456078, -0.080687016248703, 0.007208060007542372, 0.024862101301550865, 0.009490876458585262, 0.0006233733147382736, -0.016476714983582497, 0.08760295808315277, 0.017303360626101494, 0.018260765820741653, 0.05314013361930847, -0.07972290366888046, -0.09230024367570877, -0.034476831555366516, -0.03209109231829643, 0.07410597801208496, -0.02683255635201931, 0.009906578809022903, 0.09199537336826324, 0.008398760110139847, 0.054328542202711105, 0.03662148863077164, 0.014038965106010437, 0.017505209892988205, -0.04206397756934166, -0.028345176950097084, 0.03486545756459236, 0.03969347104430199, -0.021787792444229126, -0.06812720000743866, -0.01112020667642355, 0.002552460180595517, -0.01161097176373005, 0.056835323572158813, -0.017036480829119682, 0.04248881712555885, 0.021191861480474472, 0.06863653659820557, -0.012322289869189262, 0.06597919762134552, -0.06609028577804565, 0.001557626063004136, -0.019195230677723885, -0.03591081500053406, 0.02100108005106449, -0.0015402731951326132, 0.09966442734003067, 0.05745614692568779, -0.05587685853242874, -0.03889904543757439, 0.006061454303562641, 0.011033955030143261, -0.04980236664414406, -0.004340237006545067, -0.004906733985990286, 0.023913277313113213, -0.0014365267707034945, -0.027462834492325783, -0.027377059683203697, 0.013899851590394974, -0.02786647528409958, 0.03230028972029686, 0.07045328617095947, -0.026937788352370262, 0.03407509624958038, -0.009679297916591167, -0.020542599260807037, -0.005428747273981571, -0.02210252545773983, -0.0600225068628788, 0.026086317375302315, 0.0378146655857563, -0.01651177369058132, 0.056957077234983444, -0.016271989792585373, -0.018635232001543045, -0.04706030339002609, -0.02084900066256523, 0.007262105587869883, 0.02468189038336277, 0.03225464001297951, -0.019290540367364883, 0.030902424827218056, 0.0067850276827812195, 0.04163949936628342, 0.02078879252076149, -0.04748843237757683, -0.03169526904821396, -0.027905136346817017, 0.00984031893312931, 0.0453488714993, 0.01769288256764412, 0.03707616776227951, 0.03234570845961571, 0.01364875677973032, -0.009724052622914314, -0.0055481246672570705, 0.023125750944018364, 0.017016643658280373, -0.04900772497057915, -0.035654861479997635, -0.05008930340409279, 0.04254342243075371, -0.03702526167035103, -0.03385114669799805, -0.013525424525141716, -0.08681448549032211, 0.05495385080575943, -0.07831081002950668, -0.08222948759794235, 0.019926445558667183, 0.01863257773220539, 0.017822083085775375, -0.000047406661906279624, 0.03310307860374451, 0.0838831290602684, 0.002602535067126155, 0.0002184932236559689, -0.013882293365895748, -0.0045032682828605175, 0.02321946620941162, 0.0009649611311033368, -0.007224957924336195, 0.02262413129210472, 0.013178355060517788, -0.006644846871495247, -0.05111650004982948, 0.03481025621294975, -0.00424353638663888, -0.27305367588996887, 0.051330991089344025, 0.005457569845020771, -0.03623143956065178, 0.039769068360328674, -0.009442871436476707, 0.010263383388519287, -0.05224035307765007, -0.01816699653863907, 0.02754795365035534, -0.03640460595488548, -0.05501946061849594, -0.0075744884088635445, 0.04317495971918106, -0.009709344245493412, 0.021202143281698227, 0.007818331010639668, -0.02712373435497284, 0.006661014631390572, 0.04067455232143402, 0.0002731270797085017, -0.067113496363163, 0.011797313578426838, 0.024350933730602264, 0.026764217764139175, 0.051318757236003876, -0.08934072405099869, 0.05507228150963783, -0.03526396304368973, 0.009896154515445232, 0.013338068500161171, 0.0016598214861005545, 0.008163198828697205, -0.009697756730020046, -0.03388172760605812, -0.004696099553257227, 0.017697222530841827, 0.007903417572379112, -0.006504241842776537, -0.005083965137600899, -0.04346620664000511, -0.04060164839029312, -0.03398658335208893, 0.0015411821659654379, 0.06942744553089142, -0.007986093871295452, -0.06126200407743454, -0.007864043116569519, -0.023347457870841026, 0.0763116255402565, -0.03916805982589722, -0.04374829679727554, 0.005434824153780937, 0.05163591355085373, -0.011314360424876213, -0.05308249220252037, -0.0006473718676716089, -0.010193070396780968, -0.03403777629137039, -0.03797290474176407, -0.02608833648264408, -0.042640771716833115, -0.004966048989444971, -0.04251265898346901, -0.00019024232460651547, -0.06253214925527573, -0.05711810290813446, -0.015413625165820122, 0.06742033362388611, 0.027377931401133537, -0.012272859923541546, 0.05037025362253189, -0.003383740084245801, -0.11568009853363037, -0.009383313357830048, -0.0004216716333758086, -0.013885260559618473, -0.040412817150354385, -0.006934914737939835, 0.041967276483774185, -0.030863091349601746, -0.044283948838710785, 0.04295879229903221, 0.021353842690587044, 0.002709389431402087, -0.00446509150788188, 0.04304219037294388, 0.004964159801602364, -0.03505595028400421, 0.0029429474379867315, 0.09353800863027573, -0.015002084895968437, -0.021571490913629532, -0.01184673048555851, 0.009608563035726547, 0.00699027581140399, 0.05828169733285904, -0.011267521418631077, 0.016657771542668343, 0.03263944014906883, 0.021080590784549713, -0.04621572047472, 0.052628353238105774, -0.03135155886411667, -0.007549826055765152, -0.04563625529408455, -0.033063579350709915, 0.027851268649101257, 0.03680500388145447, 0.005140076857060194, -0.024344131350517273, -0.017691900953650475, -0.0005740949418395758, -0.04392565041780472, -0.040669023990631104, -0.022691825404763222, 0.008950838819146156, 0.007036877796053886, -0.005879351869225502, -0.03339749574661255, -0.02150372415781021, 0.01650167442858219, 0.017322495579719543, 0.001834966940805316, -0.06117302179336548, -0.05992508307099342, -0.011973567306995392, -0.021701250225305557, 0.009109653532505035, 0.017426371574401855, -0.011929825879633427, 0.026824988424777985, -0.004136343486607075, -0.0275579784065485, 0.012018284760415554, -0.01187780313193798, -0.0502358004450798, -0.024357512593269348, -0.00695518683642149, -0.0037749512121081352, 0.010199202224612236, 0.01860845275223255, 0.007456411141902208, 0.031101390719413757, 0.053287893533706665, 0.022448867559432983, 0.024839846417307854, 0.003230002475902438, 0.014020358212292194, 0.02166450209915638, -0.0047054653987288475, -0.06579664349555969, 0.02241646684706211, -0.03455683961510658, -0.013014300726354122, -0.012097031809389591, 0.042239125818014145, -0.022787155583500862, -0.019349202513694763, -0.02488039620220661, 0.012614569626748562, -0.0612310990691185, -0.02274937927722931, -0.023198209702968597, -0.00037991194403730333, 0.048628807067871094, -0.021084023639559746, 0.038788460195064545, -0.022458070889115334, -0.014144818298518658, 0.011021161451935768, 0.02679343894124031, -0.018166864290833473, 0.018846992403268814, 0.0011246436042711139, -0.022382371127605438, -0.03151310235261917, 0.017978588119149208, 0.03823934867978096, 0.030385170131921768, 0.002517837332561612, -0.04752429574728012, 0.006114145275205374, 0.021988948807120323, 0.04215269535779953, 0.009394027292728424, -0.004540521185845137, 0.0008051269105635583, -0.0164894238114357, -0.01691819541156292, -0.040183305740356445, -0.015224660746753216, -0.009930179454386234, 0.04102392867207527, -0.03208843991160393, -0.07828772813081741, 0.07195468246936798, 0.015137254260480404, 0.006182460114359856, 0.020615465939044952, 0.013355216011404991, -0.01477972511202097, -0.026909109205007553, 0.053365547209978104, 0.035662949085235596, -0.058175623416900635, 0.00671481853350997, -0.008576731197535992, 0.011548060923814774, -0.0052488213405013084, 0.007825101725757122, -0.06235053017735481, -0.018985731527209282, -0.03656172752380371, -0.014234055764973164, -0.04277142882347107, -0.03775672987103462, -0.005839834455400705, 0.030801614746451378, -0.016364190727472305, -0.030260948464274406, -0.009212891571223736, -0.0010577276116237044, -0.012518598698079586, -0.025058897212147713, 0.03433540463447571, -0.024336449801921844, 0.012640653178095818, 0.0107665890827775, -0.041947051882743835, 0.03199930489063263, -0.02581549808382988, 0.0022230115719139576, 0.03097158670425415, -0.0008849010337144136, -0.025514980778098106, -0.03385932743549347, -0.0011414291802793741, -0.008080033585429192, 0.0509895421564579, -0.021625226363539696, -0.041725706309080124, -0.031254615634679794, -0.006860877852886915, -0.028703896328806877, 0.04171065241098404, -0.0363832451403141, -0.003577742725610733, 0.0262108463793993, 0.06575868278741837, 0.039384644478559494, 0.05077189952135086, -0.012165334075689316, -0.02204890362918377, 0.048170629888772964, -0.09397083520889282, -0.0036733136512339115, -0.04212931916117668, -0.07373256236314774, 0.00542978011071682, 0.01863992214202881, 0.019879892468452454, -0.01788647100329399, 0.04346330836415291, 0.014369907788932323, 0.035991400480270386, 0.04896809905767441, 0.012830695137381554, 0.03663461282849312, -0.05940096825361252, 0.00037538944161497056, -0.07552798092365265, 0.02083050273358822, 0.03899015113711357, 0.02462346851825714, -0.022634517401456833, -0.016041399911046028, -0.04069104790687561, 0.05435113236308098, -0.04308175668120384, -0.03369477018713951, 0.030885471031069756, -0.0025932248681783676, -0.016666481271386147, 0.007135702297091484, -0.0685620903968811, 0.039577413350343704, 0.045806799083948135, -0.048855774104595184, -0.02990403212606907, -0.02668692171573639, 0.05436388775706291, -0.004165397956967354, 0.0024962418247014284, -0.04298354312777519, -0.003211929928511381, 0.059475645422935486, 0.013037419877946377, 0.007826938293874264, 0.04080253466963768, -0.014335543848574162, 0.038683027029037476, 0.02699626237154007, 0.0011112620122730732, 0.0015333350747823715, -0.007159661967307329, -0.0064829024486243725, -0.052064865827560425, 0.032739248126745224, 0.013772973790764809, -0.056995321065187454, -0.04315219074487686, 0.06287852674722672, 0.0352102592587471, -0.02937542460858822, -0.040823984891176224, -0.013700504787266254, -0.051686108112335205, -0.023213155567646027, -0.0053032259456813335, 0.006382734980434179, -0.0339534617960453, 0.07408127188682556, -0.002243353519588709, -0.0023562863934785128, 0.07890086621046066, -0.02068953402340412, -0.017764730378985405, -0.022628845646977425, 0.07944034785032272, 0.077475905418396, 0.03629017621278763, -0.012104189023375511, 0.05603101849555969, -0.023986710235476494, -0.04305122420191765, -0.0028572881128638983, -0.014136924408376217, -0.002603695262223482, -0.020275935530662537, 0.004955053795129061, 0.0517805777490139, -0.006879351567476988, 0.05646301805973053, -0.04647282138466835, -0.01232112292200327, -0.024524392560124397, 0.012330652214586735, 0.013796995393931866, 0.043389685451984406, 0.004083171021193266, 0.004780026152729988, -0.02757721208035946, -0.03682762756943703, 0.0304925125092268, -0.031620196998119354, -0.024373264983296394, 0.021083123981952667, -0.000282591994618997, 0.011899135075509548, 6.916280312907475e-7, 0.029159562662243843, 0.06807772070169449, -0.03239462152123451, 0.011362019926309586, -0.004018314648419619, 0.010846962220966816, 0.007155773229897022, -0.021606873720884323, -0.03290371969342232, -0.022297566756606102, -0.0025687571614980698, -0.007736748084425926, -0.017086924985051155, -0.029516976326704025, -0.026460573077201843, 0.04229525849223137, -0.0003775154473260045, -0.02101631835103035, 0.019873932003974915, 0.012495814822614193, -0.03149447590112686, -0.06258535385131836, -0.05466622859239578, -0.022975053638219833, -0.058947205543518066, -0.017432361841201782, 0.03899165987968445, -0.0009975549764931202, -0.01961725950241089, -0.017426861450076103, -0.01955019123852253, -0.03156328946352005, 0.05899667367339134, -0.030507666990160942, -0.0099243875592947, 0.01778494194149971, 0.036727964878082275, 0.022831780835986137, 0.03712566941976547, 0.05339471995830536, 0.0064501287415623665, 0.018916064873337746, -0.03888090327382088, -0.007376351859420538, 0.04180784523487091, 0.000053308522183215246, 0.01653851382434368, -0.07955149561166763, 0.011951833963394165, 0.0260494202375412, 0.010498715564608574, -0.06176528334617615, 0.022778918966650963, 0.0013106095138937235, -0.016256149858236313, 0.03873772546648979, -0.0387842059135437, 0.006225445307791233, -0.02121916227042675, 0.006063063628971577, 0.0087664145976305, 0.018421906977891922, 0.0401204489171505, -0.032564204186201096, 0.06543656438589096, 0.019343335181474686, -0.038550522178411484, -0.0365469828248024, -0.00010824381752172485, 0.0071925013326108456, 0.017965897917747498, -0.022372696548700333, -0.029094379395246506, -0.0584649033844471, -0.0696815624833107, -0.04226351156830788, 0.028065839782357216, -0.018011733889579773, -0.02699722722172737, 0.011406045407056808, 0.02949611097574234, -0.06411909312009811, 0.00043548247776925564, -0.041001927107572556, 0.03164219483733177, -0.03719361126422882, -0.01405523531138897, 0.014986858703196049, 0.020608078688383102, 0.006736177019774914, 0.00859847478568554, 0.017502332106232643, -0.02704727277159691, -0.0251578651368618, -0.005323175340890884, 0.045288071036338806, 0.036905437707901, 0.02623920328915119, 0.010259084403514862 ]
[ -0.11914847046136856, 0.008320816792547703, -0.017479222267866135, -0.008175177499651909, 0.036971673369407654, -0.0481388233602047, -0.0006378625985234976, 0.0012480997247621417, -0.04420861229300499, -0.02782571315765381, 0.00724745774641633, 0.0158750731498003, -0.009123911149799824, 0.028083067387342453, 0.08802435547113419, 0.0342554934322834, 0.007480429019778967, -0.06835110485553741, -0.009914140217006207, 0.05644350126385689, 0.02122669853270054, -0.003629881190136075, -0.04392986744642258, -0.028562596067786217, -0.015358534641563892, 0.02885754220187664, 0.03584742918610573, -0.05015535652637482, 0.001498257159255445, -0.16235800087451935, -0.006978662218898535, 0.0007742210291326046, 0.058023322373628616, -0.02425207383930683, -0.015544279478490353, 0.04613207280635834, 0.01906326785683632, 0.026497559621930122, -0.032866962254047394, 0.024631118401885033, 0.023425878956913948, 0.024228252470493317, -0.05614467337727547, 0.020911594852805138, 0.044068366289138794, -0.0124960383400321, 0.039101503789424896, -0.04513544216752052, 0.0037819421850144863, 0.024555886164307594, -0.028940122574567795, -0.030242223292589188, -0.017784273251891136, -0.01647946611046791, 0.01295207068324089, -0.007216616999357939, -0.006892460398375988, 0.06687374413013458, 0.011858132667839527, 0.032752055674791336, 0.0010685983579605818, -0.023285189643502235, -0.11787565052509308, 0.12080028653144836, 0.04463635012507439, 0.05242554470896721, -0.022687798365950584, -0.044341616332530975, 0.01777375303208828, 0.042471885681152344, 0.03873001039028168, -0.018354209139943123, -0.033408042043447495, 0.037827782332897186, 0.011515206657350063, 0.017081813886761665, 0.014429192990064621, 0.02716122753918171, 0.0204917099326849, -0.06230178102850914, -0.049824461340904236, -0.009507723152637482, 0.008602708578109741, -0.05038626864552498, -0.02650451473891735, -0.005579026415944099, 0.008189404383301735, 0.04615648835897446, 0.029568862169981003, 0.012815521098673344, 0.04895671457052231, -0.025637587532401085, 0.03978199511766434, -0.0217589158564806, -0.06448599696159363, -0.030971543863415718, -0.027981039136648178, 0.02685447223484516, -0.06555724143981934, 0.4094502925872803, -0.025509199127554893, -0.013658024370670319, 0.057133641093969345, -0.0036414568312466145, -0.01885325089097023, -0.006763016805052757, 0.029959000647068024, -0.05017108470201492, 0.01981777884066105, -0.029405947774648666, 0.019671669229865074, 0.03525476157665253, 0.02500167116522789, -0.05047984793782234, -0.02192896045744419, 0.0232542771846056, 0.02509295754134655, 0.01602071523666382, 0.0034344650339335203, -0.009800311177968979, 0.009997988119721413, -0.025844721123576164, 0.025733670219779015, 0.01777973212301731, 0.028881926089525223, -0.027346689254045486, 0.024100394919514656, 0.043983664363622665, 0.03626246377825737, 0.027443479746580124, 0.05341324210166931, -0.03533537685871124, -0.06540597975254059, -0.02992667630314827, -0.01085608173161745, -0.003866816870868206, 0.03406817466020584, -0.022273752838373184, 0.009161545895040035, 0.018078375607728958, -0.03012562170624733, -0.016907434910535812, 0.02321074716746807, -0.020514782518148422, -0.06597891449928284, 0.11928070336580276, 0.04593423753976822, -0.028631441295146942, -0.04442703351378441, -0.04754738137125969, 0.00545189343392849, 0.056756481528282166, -0.01874622330069542, -0.029571417719125748, 0.018419545143842697, 0.034763917326927185, 0.05517543852329254, -0.015498009510338306, -0.0356563925743103, -0.031097255647182465, -0.037817567586898804, -0.026368020102381706, -0.05403551459312439, 0.0505782850086689, 0.04159786179661751, -0.12489785999059677, -0.05544170364737511, 0.010996409691870213, 0.042055170983076096, -0.06356718391180038, 0.01531170029193163, 0.003216217737644911, -0.030579127371311188, -0.03578280657529831, 0.03455038741230965, -0.019604340195655823, -0.006647306494414806, 0.014067979529500008, 0.038130566477775574, 0.03744637966156006, 0.016060179099440575, 0.00616172282025218, -0.06762141734361649, 0.015846364200115204, -0.05082346871495247, -0.08123953640460968, -0.02459634467959404, -0.007766746450215578, -0.01747099682688713, -0.023868247866630554, -0.03466145694255829, -0.038362789899110794, -0.09670325368642807, 0.09777931123971939, -0.0020455371122807264, -0.017472155392169952, 0.024760780856013298, 0.0009340662509202957, -0.00718105910345912, -0.026773415505886078, 0.03736097365617752, 0.04210610315203667, -0.0436403714120388, 0.04055682569742203, -0.018483608961105347, 0.06607778370380402, 0.06136634573340416, -0.027996597811579704, 0.052821386605501175, 0.04530911520123482, -0.06269757449626923, -0.019618971273303032, 0.007184747606515884, 0.028693420812487602, -0.01555381529033184, -0.036307308822870255, -0.0032965880818665028, 0.012554749846458435, 0.0182283204048872, 0.023182563483715057, -0.03175726905465126, -0.022146619856357574, 0.0010468473192304373, -0.3351384699344635, -0.013870354741811752, -0.024305976927280426, 0.0018712379969656467, 0.02308957651257515, -0.0651666671037674, 0.018641721457242966, -0.02785498835146427, -0.016541970893740654, -0.005627407226711512, 0.07982781529426575, 0.015082579106092453, 0.05185648426413536, -0.08043581992387772, 0.003550809109583497, 0.025819815695285797, 0.007446908857673407, -0.037839144468307495, -0.01809908077120781, 0.024005472660064697, 0.004008884076029062, -0.00881228968501091, -0.0059520103968679905, -0.06855341792106628, -0.00035693624522536993, -0.054417598992586136, 0.08791263401508331, -0.016039876267313957, 0.10454045236110687, -0.0424393005669117, 0.05777372792363167, -0.006132477894425392, 0.03269970044493675, -0.11455845087766647, -0.01622144877910614, -0.03565622493624687, 0.023268725723028183, -0.013503036461770535, 0.005990562494844198, -0.03258482739329338, -0.023145951330661774, -0.0004982628743164241, -0.04296247661113739, -0.07287377119064331, -0.022312594577670097, -0.01492887083441019, -0.021782752126455307, -0.04063403233885765, -0.012064343318343163, 0.07756190001964569, 0.010786343365907669, 0.007088968530297279, 0.005710785277187824, 0.0316009595990181, -0.017613155767321587, 0.020501643419265747, -0.059591662138700485, -0.022660013288259506, -0.0078676613047719, 0.0012209394481033087, 0.014511221088469028, 0.04254595562815666, 0.0433754101395607, -0.05200386419892311, 0.021287262439727783, 0.03275832161307335, 0.01661006361246109, -0.005557178519666195, 0.07977449893951416, -0.05167922005057335, -0.05161608010530472, 0.09205219149589539, -0.03041987307369709, 0.0016793624963611364, 0.005545109044760466, 0.055300112813711166, -0.04593285173177719, 0.028033025562763214, 0.037767358124256134, 0.02309992164373398, 0.01039849128574133, 0.017691150307655334, 0.024708552286028862, -0.014988715760409832, -0.005927640479058027, 0.0618865005671978, -0.06200046092271805, -0.04229896888136864, 0.03782067447900772, 0.011748963966965675, -0.01202406920492649, -0.0004613546479959041, -0.026567377150058746, -0.07456932961940765, 0.08730608224868774, -0.018577756360173225, -0.2604661285877228, -0.01112980954349041, 0.10750684142112732, 0.08611024171113968, -0.013003169558942318, -0.0035878890193998814, 0.0603778138756752, -0.06275083124637604, 0.04116743057966232, 0.007328892592340708, 0.04098869487643242, 0.054154735058546066, -0.00020327437960077077, -0.023269182071089745, 0.04210873320698738, -0.005522438790649176, 0.01355249248445034, -0.0028103007934987545, 0.028157204389572144, -0.006227383855730295, -0.0027165410574525595, -0.023424949496984482, 0.16454942524433136, 0.033403996378183365, -0.011373831890523434, 0.033019520342350006, 0.017711091786623, 0.013618076220154762, 0.05196632072329521, 0.023497235029935837, 0.035643283277750015, -0.0010531754232943058, 0.044475801289081573, 0.011972690932452679, 0.04462169110774994, -0.09586022794246674, -0.03693409264087677, 0.06224699318408966, 0.013841444626450539, -0.016659703105688095, -0.011785894632339478, -0.001854238100349903, -0.07683376222848892, 0.03165177255868912, 0.07598299533128738, 0.0015241968212649226, -0.008753080852329731, -0.0321822427213192, -0.024814514443278313, -0.012629027478396893, -0.060965560376644135, -0.04560073837637901, 0.014926298521459103, -0.005161173176020384, -0.01151358988136053, 0.07396209239959717, 0.009362902492284775, -0.01894054189324379, -0.005662784446030855, 0.013164013624191284, 0.005192426033318043, -0.010694910772144794, 0.0997995138168335, 0.030062854290008545, 0.024464420974254608 ]
[ -0.022569114342331886, -0.007861591875553131, -0.003448441857472062, 0.05472720041871071, 0.02092939242720604, -0.024364454671740532, 0.014622657559812069, -0.021484384313225746, -0.0315866619348526, -0.017991788685321808, -0.014031656086444855, 0.0165028665214777, 0.021991442888975143, -0.040276095271110535, 0.006582458969205618, 0.04408102482557297, 0.0071844118647277355, -0.028098994866013527, 0.0040814257226884365, 0.03321533277630806, -0.003197603626176715, 0.018198277801275253, 0.019456297159194946, -0.0028488868847489357, -0.01807248964905739, 0.03875283524394035, -0.016135133802890778, 0.01473486889153719, 0.00765205267816782, -0.12277726829051971, 0.024806562811136246, -0.03327130526304245, -0.016229020431637764, 0.04091331735253334, -0.02257472090423107, -0.012607625685632229, 0.02813798002898693, 0.011233467608690262, 0.004914665594696999, 0.008533628657460213, -0.01872018165886402, -0.010665316134691238, -0.011059470474720001, 0.023925146088004112, -0.01035081036388874, -0.027553781867027283, -0.0155659019947052, -0.044305309653282166, -0.017910460010170937, -0.00559302419424057, -0.019041068851947784, -0.02881881594657898, -0.008635526522994041, 0.017090922221541405, -0.014650996774435043, -0.0023499203380197287, -0.009738199412822723, -0.011768021620810032, -0.03224296122789383, -0.0024147743824869394, 0.016561102122068405, -0.016442282125353813, -0.026398291811347008, -0.03019373118877411, 0.012572198174893856, -0.016986243426799774, -0.006754398345947266, -0.011240283958613873, -0.03156755119562149, -0.01697978936135769, -0.027988731861114502, 0.032071493566036224, -0.023093843832612038, 0.015190022066235542, 0.007416694425046444, 0.020744238048791885, 0.0166969932615757, -0.0357123538851738, 0.0006885008187964559, -0.020302195101976395, -0.022907348349690437, 0.027116533368825912, -0.0022601187229156494, 0.02738157846033573, 0.027665244415402412, -0.024735266342759132, 0.005563081242144108, -0.0013740210561081767, -0.0013439130270853639, 0.005003339610993862, -0.02256774716079235, 0.02473290264606476, -0.005194268189370632, 0.05112248659133911, -0.0819409117102623, -0.025765761733055115, 0.0439109280705452, 0.009156816639006138, -0.00975522305816412, 0.8571130037307739, 0.014378569088876247, 0.02193874679505825, -0.005425422918051481, -0.007790174335241318, 0.00030039818375371397, -0.03204525634646416, 0.0038171198684722185, 0.01756119541823864, 0.025626754388213158, -0.023693690076470375, -0.009492449462413788, 0.016531778499484062, 0.007959311828017235, -0.006874957587569952, 0.02854546532034874, 0.00701808650046587, 0.009705284610390663, -0.025923091918230057, -0.004600963555276394, -0.0033150215167552233, -0.0020696150604635477, 0.02528388984501362, -0.020076600834727287, 0.0010243605356663465, 0.04076908156275749, -0.17902499437332153, 0.0057938662357628345, -7.066392454472023e-33, 0.04835265502333641, 0.017409957945346832, -0.009339666925370693, 0.012263582088053226, 0.02170310541987419, 0.016125792637467384, 0.0192173533141613, 0.021009553223848343, 0.006327395793050528, -0.022870101034641266, 0.007126146461814642, -0.013634400442242622, 0.0033670607954263687, -0.03841834515333176, 0.033201154321432114, -0.03903638944029808, -0.00021957585704512894, 0.030541663989424706, 0.028660783544182777, 0.000702417513821274, 0.024926645681262016, 0.0382736437022686, 0.0016420084284618497, 0.009067324921488762, -0.014905543066561222, -0.005914715118706226, -0.013221443630754948, 0.01016566064208746, -0.010220974683761597, -0.037187788635492325, 0.01868736371397972, 0.025076236575841904, -0.049916163086891174, 0.015293963253498077, -0.021651417016983032, -0.03221487998962402, -0.04303396865725517, -0.012835241854190826, -0.03744536265730858, -0.05095425993204117, -0.040303148329257965, 0.005489535164088011, -0.04004502296447754, 0.004454387351870537, -0.04044559225440025, -0.009009748697280884, -0.026311803609132767, 0.046395279467105865, 0.019234558567404747, -0.012167985551059246, 0.011195170693099499, 0.007566503249108791, 0.011194461025297642, 0.014248691499233246, -0.03807729855179787, 0.027189884334802628, -0.03063860908150673, -0.00578266428783536, 0.030462434515357018, 0.013828165829181671, 0.004537106025964022, -0.01882588490843773, -0.0008348998380824924, 0.016872737556695938, 0.0016610799357295036, 0.009067717008292675, 0.041774682700634, -0.010027080774307251, 0.02452000044286251, -0.0249932873994112, -0.011737169697880745, 0.0017184076132252812, -0.021301817148923874, 0.005914176348596811, -0.014715511351823807, -0.006928512826561928, 0.00000791811544331722, -0.019861925393342972, 0.017992934212088585, 0.025468163192272186, 0.0010498622432351112, -0.002503775991499424, 0.009516892954707146, -0.008107051253318787, 0.0011463428381830454, -0.01933315023779869, 0.01945057138800621, -0.00162362155970186, -0.007773901801556349, 0.028426643460989, 0.044768597930669785, 0.01400969922542572, -0.007289886008948088, -0.05019650235772133, 0.006416843738406897, 7.124369305222517e-33, -0.016937438398599625, -0.020161468535661697, -0.03737587109208107, 0.013263890519738197, 0.010548877529799938, 0.0006871977238915861, 0.00022880187316332012, 0.04555230215191841, -0.05020767077803612, 0.022340355440974236, 0.014405910857021809, 0.02091546356678009, -0.023188887163996696, 0.0032066896092146635, 0.030336974188685417, -0.008967244997620583, 0.004067299421876669, -0.04809949919581413, 0.053711794316768646, 0.03463761880993843, 0.0465913750231266, 0.019838735461235046, -0.01742805540561676, 0.00882789772003889, 0.012316986918449402, 0.03619562089443207, -0.032332468777894974, -0.0073317475616931915, 0.010162039659917355, -0.025640692561864853, 0.004463512450456619, 0.014434290118515491, 0.01602492667734623, -0.013840146362781525, -0.019372455775737762, 0.03383897989988327, -0.021744094789028168, -0.009540152736008167, 0.012890133075416088, 0.02345380187034607, 0.010340973734855652, -0.014585012570023537, 0.0033112058881670237, 0.030011247843503952, 0.002882452681660652, -0.011338762007653713, -0.018499217927455902, 0.002445554593577981, 0.011425023898482323, 0.03764887899160385, 0.007712916936725378, 0.0005337184993550181, 0.01380181685090065, -0.01589045487344265, 0.026903579011559486, -0.016776585951447487, -0.027319161221385002, -0.029559258371591568, -0.011004679836332798, 0.0036044700536876917, -0.008729692548513412, 0.0430525578558445, -0.038710031658411026, 0.005173159297555685, -0.045870404690504074, -0.014522001147270203, -0.04491850361227989, -0.0034317299723625183, -0.006103555206209421, -0.004176994785666466, -0.004726720508188009, 0.025360235944390297, 0.013467642478644848, 0.0037391334772109985, 0.038106825202703476, -0.046859148889780045, -0.0007490472635254264, 0.03679480031132698, -0.03821827843785286, 0.024297289550304413, -0.002291009994223714, 0.01643098145723343, 0.06874696910381317, -0.037975843995809555, -0.01606055349111557, 0.013858240097761154, -0.01764909364283085, 0.016462557017803192, -0.036052193492650986, -0.028483884409070015, 0.010163179598748684, -0.03647775202989578, -0.004504033830016851, 0.014241947792470455, -0.015852143988013268, -1.3071318250013064e-8, -0.06089596450328827, 0.002076726872473955, 0.010051763616502285, -0.0030222442001104355, 0.0348639115691185, 0.02591370977461338, -0.001867970684543252, 0.00672223512083292, -0.020430849865078926, 0.016350677236914635, 0.05992215871810913, 0.0039344350807368755, 0.008518100716173649, 0.012310751713812351, 0.003059589769691229, -0.07996120303869247, -0.001187187503091991, -0.028440937399864197, 0.01528826542198658, -0.0013117613270878792, 0.020309507846832275, 0.029427817091345787, -0.013205782510340214, 0.004602611064910889, 0.05725941061973572, 0.023447703570127487, -0.00551395071670413, -0.06962279230356216, -0.02518063597381115, 0.02284213714301586, 0.010700574144721031, -0.010732066817581654, -0.020252101123332977, 0.003942130599170923, -0.008270001038908958, -0.010559332557022572, 0.020299922674894333, -0.0031088239047676325, -0.028818005695939064, -0.022665726020932198, -0.007125506177544594, -0.014152259565889835, 0.00016239962133113295, -0.008421212434768677, 0.010209941305220127, -0.0006957186269573867, -0.023083431646227837, -0.0019103053491562605, 0.049426157027482986, -0.05052342265844345, 0.004551270045340061, -0.0005974819650873542, 0.023516636341810226, 0.036487773060798645, 0.029705820605158806, 0.006947466637939215, 0.02948390319943428, -0.017025334760546684, -0.02003256045281887, 0.018991585820913315, 0.00520626874640584, 0.012496200390160084, -0.004858327563852072, -0.02193005196750164 ]
oxite-some-thoughts
https://markhneedham.com/blog/2008/12/31/oxite-some-thoughts
false
2008-12-31 09:04:00
Agile: Some misconceptions
[ "agile" ]
[ "Agile" ]
I came across an interesting http://visualstudiomagazine.com/columns/article.aspx?editorialsid=2952[article written for Visual Studio Magazine] about agile methodologies where the author makes what I consider to be some misconceptions. The first is around the level of experience of people working on an agile team: ____ For example, agile teams have a tendency to require a high level of experience and professionalism just to join the team. ____ I wouldn't say I have a high level of experience and I've been working on agile teams for the past two years, just one data point suggesting that this statement is not actually accurate. I think it is important to have experienced team members, at the Journeyman or Master level to use the lingo of http://www.mcbreen.ab.ca/SoftwareCraftsmanship/[Software Craftsmanship], but I don't think you'd want your team to be completely filled with these types of people. This is one of the things that is pointed out in http://www.markhneedham.com/blog/2008/10/06/pragmatic-learning-and-thinking-book-review/[Pragmatic Learning and Thinking] referring to the http://pragmaticstudio.com/dreyfus[Dreyfus Model] definition of expert in this case. We need to have people of differing levels of experience if we are to create a successful team. ____ Ideally you want a mix of skills on a team: having an all-expert team is fraught with its own difficulties; you need some people to worry about the trees while everyone is pondering the forest. ____ This is referring to the fact that as people become more competent they tend to start focussing more on the big picture than they did when they just started learning. As the authors point out, it's useful to have some people on the team who just want to focus on the details and get things done. Of course I'm sure there are examples of 'dream teams' of software developers who have worked successfully together, but maybe this is more the exception than the rule. The second point the author raises whether agile is just about making developers comfortable by allowing them to write more code: ____ Finally, I wonder how much of agile development exists simply to make developers more comfortable. Most developers love to write code, and agile does a pretty good job of rationalizing why developers don't need to do anything else. Design? Code it with test-driven development. Requirements gathering? I've heard proponents of agile development say that the user doesn't know what they want until they see something, so you might as well get straight to coding. ____ It is fair to say that when working in an agile way we get to the code more quickly than when following some other approaches but surely that's a good thing? Although certainly some part of design is best done at the whiteboard, we can't actually know whether our designs are going to work unless we put them in the code so I don't see design by TDD being a problem. There is a need to do some requirements gathering before we start working on features/stories but quite often we don't find out about constraints and trade offs until we begin implementing a feature, at which time the customer can decide what approach they want us to take. The goal here is to try and provide them quick feedback so that what we develop is actually what they want. I would encourage the author to go and see an agile team at work (maybe using the Patterns and Practices team at Microsoft as an example) and see whether he believes this points still hold true.
null
null
[ 0.013990245759487152, 0.011863665655255318, -0.01720704324543476, 0.031339604407548904, 0.0850486159324646, -0.0036118642892688513, 0.025010408833622932, 0.03786472976207733, 0.019653895869851112, -0.02571328729391098, -0.02685469016432762, -0.009486851282417774, -0.04971154034137726, 0.007078997790813446, -0.05299829691648483, 0.07379321753978729, 0.061075419187545776, 0.01239597238600254, 0.021117495372891426, -0.001922511262819171, 0.025344880297780037, 0.08086389303207397, 0.011088690720498562, 0.03293146938085556, 0.052232593297958374, 0.015581642277538776, 0.01615072600543499, -0.01060415618121624, -0.04730991646647453, -0.0004975229385308921, 0.03435104712843895, -0.008159243501722813, 0.0014472610782831907, -0.010034404695034027, 0.01662703976035118, -0.02087879553437233, -0.006329909432679415, 0.0337812639772892, 0.010539625771343708, -0.0336126871407032, -0.06401032954454422, 0.04893878102302551, -0.01585359312593937, 0.024850673973560333, -0.026154812425374985, 0.009695895947515965, -0.03335367888212204, 0.009521671570837498, -0.007368526421487331, 0.011492479592561722, -0.052298638969659805, 0.02189406007528305, -0.009611502289772034, -0.011315309442579746, -0.009890509769320488, 0.042479973286390305, -0.0027217790484428406, -0.04703350365161896, -0.00010918277257587761, -0.04936309903860092, -0.02130887657403946, -0.018792415037751198, 0.0018967649666592479, 0.04156981036067009, 0.033676814287900925, -0.031889721751213074, 0.0036423143465071917, 0.022026149556040764, -0.03791290521621704, 0.0034859979059547186, -0.026780638843774796, 0.000008587364391132724, -0.016480209305882454, -0.011311529204249382, -0.0072692944668233395, -0.06928479671478271, -0.006481881719082594, 0.06994113326072693, 0.02794954553246498, 0.04189619421958923, -0.013676909729838371, 0.02031480334699154, 0.005891015753149986, 0.02340160869061947, -0.03466062992811203, -0.039735231548547745, 0.03392639383673668, -0.018448837101459503, -0.07307802140712738, 0.0715203657746315, 0.005111027508974075, -0.07841191440820694, 0.014725013636052608, 0.04900738596916199, -0.0009471536614000797, 0.0066829039715230465, 0.03288286551833153, 0.021450405940413475, 0.0016645464347675443, -0.019749606028199196, -0.04188202694058418, -0.00337136909365654, -0.006753964815288782, 0.01922464184463024, -0.08042611926794052, 0.00866287387907505, -0.014688702300190926, -0.0029075583443045616, -0.03245500475168228, 0.012417822144925594, -0.03234029561281204, 0.016750600188970566, -0.04226132854819298, 0.0011805763933807611, -0.06230807676911354, 0.06712476909160614, 0.0047705285251140594, -0.035013776272535324, -0.011899871751666069, -0.019365478307008743, 0.051286086440086365, 0.01833983324468136, -0.011891614645719528, 0.07173417508602142, -0.006748870946466923, 0.02054719254374504, -0.03873058781027794, 0.06930356472730637, 0.0008745656232349575, -0.05334586650133133, -0.023023122921586037, 0.04559524729847908, -0.057034626603126526, -0.008635424077510834, -0.006636327598243952, -0.020195061340928078, 0.004802193026989698, 0.004762962926179171, -0.008294609375298023, 0.06541651487350464, -0.018395280465483665, -0.03012317605316639, 0.012087455950677395, 0.0072145829908549786, 0.013301198370754719, -0.0159787368029356, 0.009283656254410744, -0.04397190362215042, -0.04538464918732643, -0.020866336300969124, 0.02081959694623947, 0.028596505522727966, 0.022795921191573143, -0.02626766636967659, 0.039177052676677704, 0.08909858763217926, 0.05650588124990463, -0.015215067192912102, -0.0012145881773903966, 0.030799901112914085, 0.05100097507238388, 0.02475699596107006, 0.020889759063720703, 0.013614067807793617, 0.02058503031730652, -0.003976135514676571, -0.021564899012446404, 0.026806043460965157, 0.015624921768903732, 0.005294501781463623, -0.05797784402966499, -0.03841470554471016, 0.030273079872131348, -0.04156896099448204, -0.013002010993659496, 0.04213663190603256, 0.06704892963171005, 0.0538758859038353, 0.04218916967511177, 0.01350982952862978, -0.07579606771469116, 0.04289894178509712, 0.01820659637451172, 0.018834350630640984, 0.03400944173336029, -0.029594704508781433, 0.052295930683612823, 0.037836942821741104, -0.010152017697691917, 0.034327249974012375, -0.06759700924158096, -0.09157530963420868, -0.015747278928756714, -0.019538234919309616, 0.053936392068862915, -0.051782671362161636, 0.009615478105843067, 0.09159505367279053, 0.026476575061678886, 0.04437534883618355, 0.02611093409359455, 0.012529503554105759, 0.0020125696901232004, -0.02873426489531994, -0.029332883656024933, 0.08588577806949615, 0.041684590280056, 0.007056618575006723, -0.04958668723702431, 0.0265024546533823, 0.01050753053277731, 0.00001573467488924507, 0.035830482840538025, -0.00943246390670538, 0.04326409846544266, -0.0013953804736956954, 0.06496866047382355, -0.02821827121078968, 0.06870242208242416, -0.049657873809337616, 0.015073593705892563, -0.00511497538536787, -0.0019852679688483477, 0.016747675836086273, 0.001961378613486886, 0.1037234291434288, 0.0649513304233551, -0.05355444923043251, -0.041085898876190186, 0.01115790568292141, 0.027439795434474945, -0.024249710142612457, 0.010061055421829224, 0.002346879104152322, 0.011613095179200172, -0.009071174077689648, -0.0531592033803463, -0.04251358285546303, 0.013501365669071674, -0.059275731444358826, 0.0036001885309815407, 0.05770421773195267, -0.01234664861112833, 0.0645650327205658, 0.013799884356558323, -0.026489106938242912, -0.0015687866834923625, 0.01683729700744152, -0.05931137129664421, 0.014332040213048458, 0.017677858471870422, -0.027255995199084282, 0.054265785962343216, -0.023747213184833527, -0.057092126458883286, -0.04107581079006195, -0.03823661059141159, 0.008227500133216381, 0.05233895778656006, 0.060004524886608124, -0.0003085368953179568, 0.049268025904893875, -0.0021579801104962826, 0.03630279749631882, 0.01991831697523594, -0.031317226588726044, -0.0360553115606308, -0.036150768399238586, 0.009762815199792385, 0.014213938266038895, 0.005512046627700329, 0.028721898794174194, 0.024024205282330513, 0.019939394667744637, -0.03531523421406746, 0.017716851085424423, 0.0252329483628273, 0.006057131104171276, 0.0023688804358243942, -0.01613917574286461, -0.02510862611234188, 0.04263218864798546, -0.018908875063061714, -0.01163964532315731, 0.011684714816510677, -0.08397280424833298, 0.039714280515909195, -0.07600317895412445, -0.04717988893389702, 0.009827750734984875, 0.024709343910217285, 0.05160786211490631, 0.026205189526081085, 0.01942594163119793, 0.051174264401197433, 0.008034184575080872, 0.018582798540592194, 0.014622030779719353, -0.009815707802772522, 0.03910153731703758, 0.009939305484294891, -0.03134813904762268, 0.050711940973997116, -0.010787706822156906, 0.0041702487505972385, -0.04930960386991501, 0.06663703918457031, -0.0400068461894989, -0.2716345191001892, 0.03519223630428314, 0.005081814248114824, -0.048605356365442276, 0.008793884888291359, -0.01570664905011654, 0.01140635833144188, -0.061643924564123154, -0.025686591863632202, 0.028438493609428406, -0.05654679983854294, -0.0284742321819067, -0.024916233494877815, 0.039244771003723145, -0.0013216189108788967, 0.017518119886517525, 0.03656350448727608, -0.02018987573683262, -0.0002325348905287683, 0.06055246666073799, -0.028900785371661186, -0.07399332523345947, -0.015512268990278244, 0.03406424820423126, 0.056381624191999435, 0.041789546608924866, -0.06523989886045456, 0.043908510357141495, -0.05315788462758064, -0.00995013676583767, 0.005773961078375578, 0.019619710743427277, 0.00964569766074419, -0.027008600533008575, -0.0009451537043787539, -0.017077496275305748, 0.03914511203765869, -0.002288348041474819, 0.0018920107977464795, -0.01182912103831768, -0.018456939607858658, -0.033628907054662704, 0.014245319180190563, 0.001898865681141615, 0.05194603651762009, 0.011688223108649254, -0.0808708593249321, -0.007564849220216274, -0.020703356713056564, 0.08594673871994019, -0.04565006494522095, -0.03352684900164604, 0.006541513837873936, 0.05579770728945732, -0.016555877402424812, -0.02769429050385952, 0.03282640501856804, -0.03335466980934143, -0.039544571191072464, -0.01582680270075798, -0.01973537914454937, -0.030108848586678505, -0.012999331578612328, -0.052634961903095245, 0.004191186744719744, -0.06901106238365173, -0.07394317537546158, -0.006477407645434141, 0.045113563537597656, -0.023412786424160004, -0.044631924480199814, -0.0014184657484292984, 0.00047292906674556434, -0.09690093994140625, 0.0004176520451437682, -0.015914825722575188, -0.026613179594278336, 0.002802282338961959, 0.01855192892253399, 0.04806981980800629, -0.030333615839481354, -0.059087250381708145, 0.012533051893115044, 0.007752056233584881, 0.029804907739162445, -0.005069034639745951, 0.06894299387931824, 0.045655880123376846, -0.03211839497089386, 0.006993487477302551, 0.05807914957404137, 0.029962139204144478, -0.02041804976761341, -0.014871529303491116, 0.02703571878373623, 0.0026022824458777905, 0.017533181235194206, -0.013873781077563763, 0.018166376277804375, 0.016911907121539116, -0.010645193979144096, -0.04834148660302162, 0.014339063316583633, -0.0048036421649158, -0.02319539710879326, -0.03117261454463005, -0.06605532765388489, 0.004275314509868622, 0.05730309337377548, 0.02555529959499836, 0.02144814468920231, -0.025853116065263748, 0.020940568298101425, -0.03982742875814438, -0.034051090478897095, -0.019712183624505997, 0.0001615404471522197, 0.05418369919061661, -0.02454713173210621, 0.019002223387360573, -0.05513472482562065, 0.004003544803708792, -0.04169180616736412, -0.008058937266469002, -0.07061141729354858, -0.009007160551846027, -0.011516237631440163, -0.029144370928406715, 0.00363365700468421, 0.023686381056904793, -0.026648979634046555, 0.024912456050515175, 0.040665581822395325, -0.04573514312505722, 0.02212640456855297, -0.02681613154709339, -0.07751795649528503, -0.025517215952277184, -0.0038886708207428455, -0.019559338688850403, -0.01641089655458927, 0.0523642897605896, 0.016177702695131302, 0.01716543361544609, 0.02024967037141323, 0.008268880657851696, 0.00899408757686615, -0.008416933007538319, 0.023534273728728294, 0.02050033025443554, 0.020693469792604446, -0.053758490830659866, 0.03337855264544487, -0.036397214978933334, -0.02431391179561615, -0.017346475273370743, 0.023839082568883896, -0.008231166750192642, -0.02890416420996189, -0.020545244216918945, 0.000352778792148456, -0.05003495514392853, -0.03483543545007706, -0.05091143026947975, 0.04079965502023697, 0.0714285671710968, -0.001368731027469039, 0.018209753558039665, -0.04322417452931404, -0.006860550493001938, -0.0006509126396849751, 0.00812586024403572, -0.04869793355464935, 0.0004899553605355322, -0.0016447267262265086, 0.00044795460416935384, 0.012287563644349575, 0.020588358864188194, 0.048635147511959076, -0.010045940987765789, 0.00279800221323967, -0.02587185800075531, 0.004756965208798647, 0.010421798564493656, 0.025624381378293037, 0.024366162717342377, -0.008251834660768509, -0.016899731010198593, -0.027035776525735855, -0.02790701948106289, -0.04107928276062012, 0.003366973018273711, 0.005622510798275471, 0.03470491245388985, -0.049205418676137924, -0.06177367642521858, 0.05958721786737442, 0.03412910923361778, -0.004064467269927263, 0.004579964093863964, -0.016428252682089806, -0.01511017233133316, -0.01217090804129839, 0.036640919744968414, 0.05808127298951149, -0.06019122526049614, -0.009567804634571075, -0.010058782063424587, -0.010344100184738636, 0.0011273983400315046, -0.023054787889122963, -0.02475268393754959, -0.028522759675979614, -0.023907598108053207, 0.008383149281144142, -0.08874969184398651, -0.0023322380147874355, -0.03430595621466637, 0.010720488615334034, 0.02838962711393833, -0.007956678979098797, -0.02773449383676052, -0.02826225571334362, -0.031178725883364677, -0.024081408977508545, 0.002369652036577463, -0.04122115671634674, 0.009414633736014366, 0.012062989175319672, -0.03904011473059654, -0.007406037766486406, -0.034950658679008484, -0.0001415912847733125, 0.005324787925928831, -0.03734783083200455, 0.00009022877929965034, -0.023477695882320404, 0.017303448170423508, 0.023548929020762444, 0.03726939857006073, -0.010766224004328251, -0.03253642097115517, -0.026525499299168587, -0.019698841497302055, -0.032754722982645035, -0.017695177346467972, -0.04068286716938019, -0.019788015633821487, 0.02309305965900421, 0.07848470658063889, 0.031800687313079834, 0.02994605340063572, -0.001182153238914907, -0.002818814944475889, 0.05274880304932594, -0.04868580400943756, -0.04017737880349159, -0.029568921774625778, -0.05423597991466522, -0.0018215274903923273, 0.02579686976969242, 0.01653655618429184, -0.03932375833392143, 0.04269194230437279, 0.011901621706783772, 0.04084894433617592, 0.03229803219437599, 0.009867792949080467, 0.02278459630906582, -0.05701189115643501, 0.005952834617346525, -0.08525589853525162, -0.016863226890563965, 0.023013262078166008, 0.003529781475663185, -0.003290994092822075, -0.01566818729043007, -0.029451420530676842, 0.045047927647829056, -0.06802349537611008, -0.015062819235026836, 0.04525092989206314, 0.005367666017264128, -0.02811252512037754, 0.001699793734587729, -0.05701898783445358, 0.03037438541650772, 0.010453968308866024, -0.04770602658390999, -0.02605893276631832, -0.014789631590247154, 0.0437682569026947, 0.00702232401818037, 0.02648153342306614, -0.04448468238115311, -0.005075262393802404, 0.09416145831346512, -0.0012350233737379313, -0.00571533665060997, 0.038613561540842056, -0.004546362906694412, 0.05018473416566849, 0.04464169219136238, 0.007174887228757143, -0.02419605478644371, 0.017868032678961754, -0.009700932539999485, -0.07054789364337921, 0.033141911029815674, 0.0040326970629394054, -0.04116515815258026, -0.03477788344025612, 0.04938046634197235, 0.01116957701742649, -0.02639869973063469, -0.05610145255923271, -0.0021655678283423185, -0.06294114142656326, 0.014431395567953587, -0.011597651988267899, 0.011013070121407509, -0.06678774207830429, 0.041155535727739334, 0.0000037371155485743657, 0.009192518889904022, 0.05151825398206711, -0.007765893824398518, -0.02627136930823326, -0.012589053250849247, 0.08180327713489532, 0.08288264274597168, 0.0757606104016304, 0.007263035047799349, 0.07110108435153961, -0.01850835606455803, -0.042197104543447495, 0.019345613196492195, 0.007827060297131538, -0.00016945529205258936, -0.028553474694490433, 0.02161712944507599, 0.04840682074427605, 0.00999170821160078, 0.06236375868320465, -0.01603354699909687, -0.04294758662581444, 0.010295978747308254, 0.036800410598516464, -0.003329233732074499, 0.07400176674127579, 0.0021035473328083754, 0.011866816319525242, -0.02135741151869297, -0.027154289186000824, 0.01779736764729023, -0.039024922996759415, -0.027677301317453384, 0.0378786064684391, -0.005885723512619734, 0.028863074257969856, 0.019923245534300804, 0.0007232778589241207, 0.08494217693805695, -0.05537039041519165, 0.007051586639136076, -0.03110508993268013, 0.02687041647732258, -0.014772727154195309, 0.01208710391074419, -0.012846014462411404, -0.02364744059741497, 0.0030366070568561554, -0.01934492588043213, -0.02982780523598194, -0.02390351891517639, -0.016286596655845642, 0.04907716065645218, -0.02245859056711197, 0.005371582694351673, 0.030591702088713646, 0.003880940843373537, -0.043901365250349045, -0.054712727665901184, -0.028395989909768105, -0.030318409204483032, -0.03433472290635109, 0.012998816557228565, 0.028673991560935974, -0.013379095122218132, -0.01677732914686203, -0.008137059397995472, -0.003228931687772274, -0.03785482048988342, 0.030323047190904617, -0.03541409224271774, -0.02830972895026207, -0.0027529671788215637, 0.03419925272464752, 0.031470902264118195, 0.011129673570394516, 0.045524921268224716, -0.011541573330760002, -0.0023908494040369987, 0.0014131260104477406, 0.010958321392536163, 0.03194580227136612, -0.002655980410054326, 0.018444670364260674, -0.0725654661655426, 0.013581259176135063, 0.039008889347314835, -0.019054526463150978, -0.0612248033285141, 0.04199032112956047, 0.009336979128420353, -0.01781701110303402, 0.04795354977250099, 0.004088801797479391, 0.03034796193242073, -0.029548220336437225, -0.01281624473631382, -0.021041739732027054, 0.0028701398987323046, 0.040291678160429, -0.035543400794267654, 0.09280432015657425, 0.021679919213056564, -0.0036855514626950026, -0.050205208361148834, -0.020849816501140594, 0.008805670775473118, 0.003938264213502407, -0.002350323600694537, -0.016674645245075226, -0.02395198680460453, -0.09115566313266754, -0.01500373613089323, 0.022213203832507133, -0.018917011097073555, -0.03488520160317421, 0.02982870116829872, 0.00667578587308526, -0.03325023874640465, 0.013927551917731762, -0.04723336175084114, 0.04964270442724228, -0.026637041941285133, -0.00924165453761816, 0.004327950067818165, 0.016928577795624733, -0.0039444188587367535, -0.01613803021609783, 0.014348163269460201, -0.06119532510638237, 0.021796124055981636, 0.025961024686694145, 0.018820445984601974, 0.04352663457393646, 0.023543523624539375, 0.01898612268269062 ]
[ -0.08047768473625183, 0.004949052818119526, -0.032442379742860794, -0.035683974623680115, 0.060047831386327744, -0.034065451472997665, -0.0024645968805998564, 0.01394551619887352, -0.012826773338019848, -0.007282717619091272, 0.026751047000288963, -0.011379878036677837, 0.005670216400176287, -0.05542784556746483, 0.06037211790680885, 0.010214956477284431, -0.018480652943253517, -0.07248196005821228, 0.018549079075455666, 0.012889115139842033, -0.01696125417947769, -0.05024297535419464, -0.016282057389616966, -0.007287778425961733, 0.023650849238038063, 0.03402777761220932, -0.01515776664018631, -0.04887107387185097, 0.006353742443025112, -0.1676451563835144, -0.007685835473239422, 0.05541728064417839, 0.05915508419275284, -0.013925937004387379, 0.020631609484553337, 0.0919940397143364, 0.02625119313597679, 0.0038750290405005217, 0.011926377192139626, 0.043107371777296066, 0.022932102903723717, 0.011236216872930527, -0.043688662350177765, -0.031929418444633484, 0.015764830633997917, 0.009560417383909225, -0.00826847180724144, -0.07005979865789413, -0.060321345925331116, -0.007250442169606686, -0.024105187505483627, -0.04256855323910713, -0.021994920447468758, -0.006906905211508274, -0.01992749236524105, 0.04907379299402237, 0.012765809893608093, 0.041907720267772675, -0.008950131013989449, 0.018447840586304665, 0.03381570428609848, -0.03608022630214691, -0.13741853833198547, 0.07146448642015457, 0.0384351946413517, 0.06195652112364769, -0.0793585404753685, 0.0004327461065258831, -0.04065382480621338, 0.0661313608288765, 0.011488626711070538, -0.026702189818024635, -0.020813748240470886, 0.01867547817528248, 0.04604525491595268, 0.034023087471723557, -0.010051322169601917, 0.010726546868681908, 0.041603896766901016, -0.03848269581794739, -0.0414104089140892, -0.026367124170064926, -0.025780074298381805, -0.025229496881365776, -0.03184781223535538, 0.02433655969798565, 0.017187176272273064, 0.05112340673804283, 0.0396990142762661, 0.020640220493078232, 0.059283219277858734, 0.01193474791944027, 0.012164677493274212, 0.0071884505450725555, -0.04861368611454964, -0.022331135347485542, 0.0019310836214572191, 0.010073880665004253, -0.05534029379487038, 0.43892398476600647, -0.017627980560064316, -0.019803889095783234, 0.08588740974664688, 0.045530013740062714, -0.01598035730421543, -0.0033977229613810778, 0.014914552681148052, -0.037243377417325974, 0.03873114287853241, -0.00452757254242897, 0.022747382521629333, 0.03479870408773422, 0.01588916964828968, -0.041449397802352905, -0.005879291333258152, 0.022212153300642967, -0.025802604854106903, 0.021376295015215874, -0.011732599698007107, -0.011397878639400005, -0.01051308587193489, 0.00007141906826291233, 0.03552728518843651, 0.02252308279275894, -0.034330833703279495, -0.027667170390486717, -0.0014263178454712033, 0.04249131307005882, 0.0490327887237072, -0.011705517768859863, 0.05697423219680786, -0.023752707988023758, -0.07749557495117188, -0.006505208555608988, -0.00885896198451519, -0.005896353162825108, 0.028127077966928482, -0.018374904990196228, -0.035576898604631424, 0.04199714586138725, 0.025631075724959373, -0.010500853881239891, 0.05153500288724899, -0.04916186258196831, -0.06711715459823608, 0.1103118434548378, 0.024063073098659515, -0.005602764431387186, -0.02877441793680191, -0.022658929228782654, -0.03174789622426033, 0.01226620003581047, 0.012719293124973774, -0.024615872651338577, 0.038131773471832275, -0.009167368523776531, 0.09746794402599335, -0.013134583830833435, -0.08633148670196533, -0.004515450913459063, 0.006729806773364544, 0.0013915336458012462, -0.06364455819129944, 0.059005264192819595, 0.09697272628545761, -0.11369724571704865, -0.00560819823294878, -0.007571744732558727, 0.032659441232681274, -0.05783940106630325, -0.008576731197535992, 0.009433897212147713, -0.01322744321078062, 0.02259863168001175, 0.06995189934968948, -0.02552223578095436, -0.04119259491562843, 0.0017848329152911901, 0.04059157148003578, 0.010529807768762112, 0.06216079369187355, 0.056405603885650635, -0.000233064653002657, -0.006031366530805826, -0.021720653399825096, -0.06221656873822212, -0.03691568598151207, -0.032364655286073685, -0.0443238690495491, -0.022325759753584862, -0.040318965911865234, 0.005984195973724127, -0.04892292991280556, 0.1191571056842804, -0.018697911873459816, 0.0034009392838925123, 0.03755004331469536, -0.02468114346265793, -0.03950648754835129, -0.02319059707224369, -0.11425371468067169, 0.037875767797231674, -0.03782206028699875, 0.027918756008148193, -0.06816966831684113, 0.0351678840816021, 0.03846721723675728, -0.040602006018161774, 0.07997988164424896, 0.05091744288802147, -0.04609708487987518, -0.04808377847075462, 0.012783457525074482, 0.039913397282361984, 0.010190018452703953, 0.012180441990494728, -0.007308373227715492, 0.055031418800354004, -0.008702216669917107, 0.02940371073782444, -0.03057831898331642, 0.051262907683849335, -0.018989862874150276, -0.3334845006465912, -0.03428918868303299, -0.0269363634288311, 0.006733993999660015, -0.011638231575489044, 0.006067554000765085, 0.03641391173005104, -0.009149418212473392, -0.03159496933221817, -0.02309693582355976, 0.08190770447254181, -0.03683360666036606, -0.008671725168824196, -0.09585298597812653, 0.016035528853535652, 0.017115667462348938, -0.0450889989733696, -0.028969531878829002, -0.015817835927009583, -0.011968920938670635, 0.03891301527619362, 0.014910253696143627, -0.01874960958957672, -0.036805298179388046, -0.012775584124028683, -0.029501676559448242, 0.08888981491327286, -0.002680429955944419, 0.05708169937133789, -0.026865312829613686, 0.00896115880459547, 0.009979774244129658, 0.02397885173559189, -0.08852404356002808, 0.02893928252160549, -0.025669390335679054, 0.02886471524834633, -0.06326888501644135, 0.026651199907064438, -0.025591982528567314, -0.03796064853668213, 0.02415427938103676, -0.08579759299755096, -0.027201618999242783, -0.06720012426376343, -0.0211520716547966, -0.03206394240260124, 0.0061446912586688995, -0.0321073904633522, 0.05202876403927803, -0.009796731173992157, 0.028164301067590714, 0.03826318681240082, 0.02535247802734375, -0.015549433417618275, -0.04558151960372925, -0.11342371255159378, 0.04179501533508301, 0.0005305640515871346, 0.019948653876781464, 0.012015257030725479, 0.044397901743650436, 0.0291526410728693, -0.05089860409498215, 0.02602837234735489, -0.004136595409363508, 0.0032244957983493805, 0.017976781353354454, 0.04940011352300644, -0.054494429379701614, 0.008100537583231926, 0.08766630291938782, 0.0005950857303105295, -0.020135467872023582, 0.019545413553714752, 0.023937204852700233, -0.018615173175930977, -0.027138933539390564, 0.021631943061947823, -0.014430725947022438, -0.00186738686170429, -0.034740280359983444, 0.019225550815463066, 0.0009321062243543565, 0.031044593080878258, 0.02220982499420643, -0.0323595330119133, -0.04914652556180954, 0.042309992015361786, 0.027392806485295296, -0.024293391034007072, -0.0019509386038407683, -0.03691410273313522, -0.0290647242218256, 0.04971921443939209, 0.003989787306636572, -0.21583591401576996, 0.04106190800666809, 0.06612648814916611, 0.025953000411391258, -0.004228516481816769, 0.06583202630281448, 0.017475932836532593, -0.07248420268297195, 0.02228865772485733, 0.026060519739985466, 0.03689299896359444, 0.007170667871832848, 0.016199545934796333, -0.013799692504107952, 0.041529249399900436, 0.0363597609102726, 0.07038399577140808, -0.021794576197862625, 0.040940552949905396, -0.015442985109984875, -0.00510135805234313, 0.0009673850145190954, 0.1491106152534485, -0.017032479867339134, 0.0332912802696228, 0.017631886526942253, -0.010234341956675053, -0.006575990933924913, 0.05144307762384415, 0.0004481499781832099, 0.03860120847821236, -0.01386177260428667, 0.07654557377099991, 0.02840922772884369, -0.020462332293391228, -0.06921926885843277, 0.00021164517966099083, -0.006240570917725563, 0.012985462322831154, 0.008314026519656181, 0.028340041637420654, -0.018016807734966278, 0.005895021837204695, 0.014185316860675812, 0.08774054795503616, -0.006421996280550957, -0.016018575057387352, -0.08668292313814163, -0.04539380222558975, -0.01642085425555706, -0.05730137228965759, -0.04339521750807762, 0.0007683350122533739, -0.01217750832438469, 0.03030438721179962, 0.04470684379339218, 0.06283243745565414, -0.025373343378305435, -0.008073685690760612, -0.004388696514070034, -0.03202233463525772, -0.03026895970106125, 0.08894352614879608, 0.0676693469285965, 0.04586102440953255 ]
[ 0.024752872064709663, -0.007098332047462463, -0.020819857716560364, 0.0261682141572237, 0.008964207954704762, -0.019503096118569374, -0.02115737274289131, 0.020177267491817474, -0.00719880498945713, 0.010136858560144901, -0.013895760290324688, 0.016790570691227913, 0.030802268534898758, -0.005032082553952932, 0.01174874510616064, 0.015625644475221634, -0.01393459178507328, -0.006111421622335911, 0.05253157019615173, 0.00768121425062418, -0.01841057278215885, 0.03337395563721657, -0.020360508933663368, 0.020751452073454857, -0.01859484799206257, -0.00036801057285629213, -0.03701602667570114, 0.027499932795763016, 0.03778938204050064, -0.12177242338657379, -0.05387722700834274, -0.025325868278741837, 0.02482384443283081, 0.04290628060698509, 0.02133065275847912, 0.020663747563958168, -0.00024386010773014277, 0.0024631607811897993, -0.001679347362369299, -0.008162843994796276, -0.04793115332722664, 0.002456648275256157, -0.019781433045864105, 0.004749320447444916, -0.014155345037579536, 0.0196980033069849, -0.0009085030760616064, -0.052224766463041306, -0.021127963438630104, -0.0015881516737863421, -0.05469846725463867, -0.03365463390946388, -0.012204193510115147, -0.016164453700184822, 0.024226071313023567, 0.02875307761132717, 0.025216534733772278, -0.03516087308526039, 0.018257979303598404, -0.007799777667969465, 0.020076852291822433, -0.015900468453764915, -0.050569552928209305, -0.022472046315670013, -0.02136596292257309, -0.003626747289672494, -0.020643126219511032, 0.025461159646511078, -0.043345969170331955, -0.01785518415272236, 0.010690071620047092, -0.0030756411142647266, -0.026502126827836037, -0.05291202291846275, 0.02112618274986744, -0.009518839418888092, -0.006281809415668249, 0.00984189659357071, 0.0604860782623291, 0.0006846260512247682, -0.047123827040195465, 0.036983903497457504, -0.018226681277155876, -0.016372326761484146, -0.01926272362470627, 0.0025074402801692486, 0.020102428272366524, -0.024932783097028732, 0.031151369214057922, 0.006986747030168772, -0.021559596061706543, 0.008859100751578808, -0.007370141334831715, 0.010395776480436325, -0.08319547772407532, 0.020556438714265823, -0.00803007185459137, -0.01989966258406639, -0.005985958967357874, 0.8436712026596069, -0.03846633806824684, -0.02680899202823639, 0.03979749232530594, -0.019276095554232597, -0.014299843460321426, 0.022699858993291855, 0.016217542812228203, -0.018203556537628174, 0.021639687940478325, -0.022042030468583107, 0.005074977874755859, 0.03171433508396149, 0.0011522972490638494, 0.009881081059575081, 0.015104200690984726, 0.03370312228798866, -0.004243629053235054, 0.003992966376245022, -0.022448569536209106, 0.015612456947565079, 0.024303553625941277, -0.004488308914005756, 0.024824026972055435, 0.009073659777641296, 0.04550338536500931, -0.19495999813079834, 0.01726630888879299, -9.604608018843818e-33, 0.04230445623397827, 0.010259505361318588, -0.015934523195028305, 0.006513580679893494, 0.027735844254493713, 0.006262075621634722, 0.01717005856335163, 0.009145183488726616, 0.004201382398605347, -0.01813468709588051, -0.034764062613248825, -0.01724827289581299, 0.017447249963879585, 0.010144513100385666, 0.018108196556568146, -0.032928768545389175, -0.008368711918592453, 0.017236925661563873, -0.023574959486722946, 0.025583559647202492, 0.04024394974112511, 0.00878486130386591, -0.00045617634896188974, 0.007623041979968548, 0.0015009058406576514, 0.017800116911530495, 0.023579299449920654, -0.0004966717679053545, 0.018259327858686447, -0.029608996585011482, -0.010412833653390408, 0.028469353914260864, -0.02484883926808834, 0.004424276761710644, -0.0022295985836535692, -0.019011951982975006, -0.030370375141501427, 0.01275703590363264, 0.013664772734045982, 0.0023848963901400566, -0.028210274875164032, 0.009008887223899364, -0.0498233363032341, -0.014342818409204483, 0.003424661234021187, 0.012455497868359089, 0.032685235142707825, 0.034469086676836014, 0.009731626138091087, -0.00821631494909525, -0.0019781060982495546, 0.013839173130691051, 0.02930527925491333, 0.025717316195368767, 0.010408814996480942, 0.01137468870729208, 0.012071134522557259, 0.018835246562957764, 0.002122029894962907, -0.0037185540422797203, 0.012602100148797035, -0.01170643325895071, -0.00782048050314188, 0.016585323959589005, -0.022529492154717445, -0.005268713925033808, 0.021040234714746475, 0.011117834597826004, 0.06181171163916588, -0.03824063017964363, -0.04661291092634201, -0.02298664301633835, 0.00011831278243334964, -0.030527032911777496, -0.03045295737683773, -0.026375649496912956, -0.006304505281150341, 0.06672698259353638, -0.016854457557201385, 0.04714304581284523, -0.01170236337929964, 0.017316017299890518, -0.031697873026132584, -0.0476984977722168, 0.0111318901181221, 0.025406351312994957, 0.007961119525134563, -0.005240519531071186, -0.016284888610243797, -0.005007673986256123, 0.02347569540143013, -0.02070998214185238, 0.008358728140592575, -0.0017549085896462202, 0.004772803280502558, 9.342751958518768e-33, 0.005440694745630026, -0.023132197558879852, -0.010167323984205723, 0.01628888212144375, 0.08640403300523758, -0.03701375424861908, 0.01624932885169983, -0.011554410681128502, -0.06865387409925461, 0.019655931740999222, 0.002793442690744996, -0.004862599074840546, -0.05711810663342476, 0.03508250415325165, 0.015249532647430897, -0.0033497477415949106, 0.03829371929168701, -0.0076928711496293545, 0.03015838749706745, -0.0004536622727755457, 0.03014744259417057, -0.001404496026225388, 0.000353210954926908, 0.011301298625767231, 0.042731452733278275, 0.05448581650853157, -0.010196358896791935, 0.007571727503091097, 0.00506904860958457, 0.002422021934762597, 0.03180553391575813, 0.0096669290214777, 0.016682611778378487, -0.01697908528149128, 0.016372496262192726, 0.00621040677651763, -0.03225962817668915, -0.0004590717435348779, -0.0017919925739988685, 0.027043841779232025, 0.022963399067521095, -0.01490562129765749, -0.005421995185315609, 0.007270056754350662, 0.0012063501635566354, 0.020303113386034966, 0.0223653893917799, -0.030245842412114143, -0.020161818712949753, 0.01667577028274536, 0.02571319416165352, 0.015976713970303535, 0.026032183319330215, -0.00278833182528615, -0.007157149724662304, -0.016708357259631157, -0.008949323557317257, -0.023907223716378212, -0.003651972161605954, -0.009159309789538383, 0.00797384511679411, 0.012125871144235134, -0.025614812970161438, 0.003071229439228773, -0.03424170985817909, 0.010627110488712788, -0.0015788717428222299, -0.007130674086511135, -0.046383894979953766, -0.009350812993943691, -0.06825216859579086, -0.006844358518719673, 0.00021932984236627817, 0.02678758278489113, -0.023099083453416824, -0.019367799162864685, -0.03195028752088547, -0.021210618317127228, -0.021869618445634842, 0.00032185029704123735, -0.02442564256489277, -0.006340681575238705, 0.008648931048810482, 0.03619689494371414, -0.019242025911808014, 0.03373496234416962, -0.028681408613920212, 0.015502400696277618, -0.00829219352453947, -0.0023084082640707493, -0.02835262194275856, -0.03063562512397766, 0.009392745792865753, -0.004909861832857132, -0.004677962511777878, -1.4494248468110982e-8, -0.01566595956683159, 0.038221750408411026, -0.03101358190178871, -0.011939678341150284, 0.03578156232833862, 0.006194605492055416, -0.03703919053077698, 0.04760199040174484, -0.005036595743149519, 0.03518921881914139, 0.04151587933301926, -0.03873874619603157, -0.023312963545322418, 0.024886442348361015, 0.03884989768266678, -0.0030981572344899178, -0.019498446956276894, -0.010750061832368374, 0.02721962332725525, -0.01693596877157688, 0.04394736513495445, 0.04832548648118973, -0.027676846832036972, 0.032835159450769424, 0.005558986682444811, 0.0011018310906365514, -0.036897581070661545, -0.09116886556148529, 0.01570655032992363, 0.00021484537865035236, 0.033348921686410904, 0.0017783436924219131, -0.028965424746274948, 0.020630067214369774, -0.011897544376552105, -0.03267368674278259, 0.031966809183359146, -0.00012397301907185465, -0.016262365505099297, 0.007149504963308573, -0.014683463610708714, 0.011923957616090775, 0.008847914636135101, -0.033904168754816055, -0.03123355098068714, 0.02427774667739868, -0.04311598464846611, -0.015971019864082336, 0.02004401944577694, -0.03117731399834156, 0.012890719808638096, -0.021280562505126, 0.007064963225275278, 0.04098009318113327, -0.004807629622519016, 0.008854886516928673, -0.008744625374674797, -0.018937328830361366, -0.01829247735440731, -0.016680998727679253, 0.009833723306655884, 0.011515156365931034, -0.009280146099627018, -0.021922443062067032 ]
agile-some-misconceptions
https://markhneedham.com/blog/2008/12/31/agile-some-misconceptions
false
2008-12-15 23:52:17
C#'s Lambda ForEach: Only on Lists?
[ "c", "lambda", "foreach", "functional" ]
[ ".NET" ]
One of my favourite things introduced into C# recently is the new http://blog.jemm.net/2008/01/16/c-comparing-ways-to-iterate-lists-in-c-and-some-lambda-expression-examples/[ForEach] method which can be applied to (apparently only!) lists. Last week we had a situation where we wanted to make use of the ForEach method on an IDictionary which we were using to store a collection of http://seleniumhq.org/[Selenium] clients. [source,csharp] ---- IDictionary<string, ISelenium> seleniumClients = new Dictionary<string, ISelenium>(); ---- We wanted to write a piece of code to exit all of the clients when our tests had completed. We thought the following would do the trick: [source,csharp] ---- seleniumClients.Values.ForEach(client => client.Stop()); ---- The problem is that code doesn't actually compile! 'seleniumClients.Values' returns an ICollection which extends IEnumerable so we thought ForEach should be available. We eventually got around the problem by putting the collection into a list and then applying the ForEach method but it seems like there should be a better way to do this. [source,csharp] ---- new List<ISelenium>(seleniumClients.Values).ForEach(client => client.Stop()); ---- Is there?
null
null
[ 0.005790158174932003, -0.036418616771698, -0.01287721935659647, 0.002305232919752598, 0.06829230487346649, 0.023472854867577553, 0.001647037803195417, 0.03788492828607559, 0.02100640907883644, -0.028545280918478966, 0.002833120059221983, 0.005692238453775644, -0.06526754796504974, 0.007056406699120998, -0.021034851670265198, 0.08125320076942444, 0.10201023519039154, -0.020249271765351295, 0.006695625837892294, 0.00006250206206459552, -0.012979102320969105, 0.07200457155704498, 0.013956660404801369, 0.020730409771203995, 0.021983498707413673, 0.054487764835357666, -0.02885456383228302, -0.03112715110182762, -0.05270609259605408, -0.01197233609855175, 0.026065681129693985, 0.04068993777036667, -0.005043939687311649, -0.007428851444274187, 0.020490968599915504, -0.03223322704434395, 0.00248142727650702, -0.0020371635910123587, 0.0036863393615931273, -0.004661593586206436, -0.061205219477415085, 0.023928023874759674, -0.008837894536554813, 0.018047763034701347, -0.031152375042438507, 0.03132253140211105, -0.02251807413995266, -0.005315650720149279, -0.054363030940294266, -0.0319940485060215, -0.05615125223994255, 0.003191976808011532, -0.027590757235884666, 0.021595053374767303, 0.022895677015185356, 0.02382335439324379, 0.01355447806417942, -0.0903901532292366, 0.02025696076452732, -0.03143605217337608, -0.006307681556791067, 0.019690532237291336, -0.02241090126335621, 0.05350663140416145, 0.02271292544901371, -0.018422145396471024, -0.011448630131781101, 0.06307033449411392, -0.07381916046142578, -0.010736239142715931, -0.024527838453650475, 0.0267017912119627, -0.0034860793966799974, 0.00581183098256588, 0.031114399433135986, -0.02344311960041523, -0.03252854943275452, 0.040427882224321365, 0.032446250319480896, 0.04737258702516556, -0.002378434408456087, 0.035772282630205154, 0.03221552073955536, 0.005373026710003614, 0.0026334000285714865, -0.012614481151103973, -0.049184270203113556, 0.015413683839142323, -0.031004104763269424, 0.0545317679643631, 0.020373819395899773, -0.02899271994829178, -0.025553464889526367, 0.05529221147298813, 0.006872815079987049, -0.014707852154970169, -0.004294828046113253, -0.013442209921777248, -0.02252819575369358, 0.02162465639412403, -0.03526511415839195, -0.023266328498721123, 0.02863105572760105, -0.01252368651330471, -0.07479787617921829, 0.014858487993478775, -0.00045734335435554385, -0.010086540132761002, 0.0023896375205367804, 0.008158456534147263, -0.04425748065114021, 0.004326567519456148, -0.043000489473342896, -0.01183117926120758, -0.0819806158542633, 0.03867783769965172, 0.03203747794032097, 0.008013664744794369, -0.00810149684548378, 0.035011984407901764, 0.03890158608555794, 0.015494443476200104, -0.0038660697173327208, 0.0698496475815773, -0.013798904605209827, 0.03986488655209541, -0.03334955498576164, 0.059867534786462784, 0.0017956027295440435, -0.10206945985555649, 0.010207255370914936, 0.05160681530833244, -0.02264326997101307, -0.01825832948088646, -0.029288509860634804, -0.03135645389556885, -0.039109013974666595, -0.01739266701042652, 0.0387733168900013, 0.048254355788230896, -0.026771636679768562, -0.038382161408662796, 0.006526645738631487, 0.00047416173038072884, -0.0009508369257673621, 0.0046317847445607185, -0.020457779988646507, 0.019727682694792747, 0.0009857745608314872, 0.06285063922405243, 0.02585620991885662, 0.047512102872133255, 0.025666246190667152, -0.037213198840618134, 0.00207059015519917, 0.04861735552549362, -0.00277308514341712, 0.030670901760458946, -0.00928425882011652, 0.039810169488191605, 0.06178630515933037, 0.04530424624681473, 0.03375592455267906, 0.04598983749747276, 0.013976529240608215, -0.031080232933163643, -0.0007313336827792227, 0.023650554940104485, -0.006724393926560879, -0.02050895243883133, -0.052331309765577316, -0.012937555089592934, 0.02316608466207981, -0.08562389761209488, 0.00961278285831213, 0.039089176803827286, 0.06071595102548599, 0.000533986312802881, 0.055820539593696594, -0.021669453009963036, -0.07696685194969177, -0.0030988394282758236, -0.017385071143507957, -0.006318849511444569, 0.007516694720834494, 0.0018662812653928995, 0.052369374781847, 0.05165910720825195, 0.009987697936594486, 0.02595232054591179, -0.06507359445095062, -0.05776093155145645, -0.036573056131601334, -0.017797764390707016, 0.07254180312156677, -0.031071966513991356, -0.007095481734722853, 0.051192205399274826, 0.024789677932858467, 0.04702209308743477, 0.0016884172800928354, -0.05027786269783974, 0.012418122962117195, -0.03946523740887642, -0.05074147880077362, 0.0282872524112463, 0.04372161999344826, 0.0011755493469536304, -0.057466018944978714, 0.023951968178153038, -0.01928677409887314, 0.016988316550850868, 0.0375378392636776, -0.0069141509011387825, 0.062503382563591, 0.022623024880886078, 0.04831613227725029, -0.02075796201825142, 0.0425630547106266, -0.07189750671386719, 0.0183964055031538, -0.0007707095937803388, -0.01343640685081482, -0.010000680573284626, 0.007679638918489218, 0.1173282116651535, 0.05328349396586418, -0.050699323415756226, -0.05580771341919899, 0.007254268508404493, 0.025080125778913498, -0.034280888736248016, 0.002801557769998908, -0.033464737236499786, -0.01478505413979292, 0.0029647143092006445, -0.051018405705690384, -0.020557451993227005, 0.005337707698345184, -0.03198956325650215, 0.0026149635668843985, 0.05658338591456413, -0.026352889835834503, 0.05437676981091499, 0.030236396938562393, -0.030322710052132607, -0.006249111611396074, -0.016477802768349648, -0.05587565153837204, -0.010076850652694702, 0.004360657650977373, -0.019225576892495155, 0.020226474851369858, -0.03258523344993591, -0.016059035435318947, -0.0006334389327093959, -0.036187611520290375, -0.006631460972130299, 0.04118143394589424, 0.06502992659807205, -0.04013032466173172, 0.024980366230010986, -0.030572017654776573, 0.0016735353274270892, 0.003991900943219662, -0.04604409635066986, 0.017057865858078003, -0.009150396101176739, 0.033988285809755325, 0.02401759847998619, 0.003898361697793007, 0.020168812945485115, 0.025652728974819183, -0.005748076364398003, -0.0325135700404644, 0.00811641477048397, 0.046110354363918304, 0.0060460129752755165, -0.048512011766433716, -0.05311269313097, -0.02658510021865368, 0.03276899456977844, -0.02127288281917572, -0.038579296320676804, -0.005102969240397215, -0.057551782578229904, 0.035491302609443665, -0.09422463923692703, -0.1006135568022728, -0.003087554359808564, 0.03593534231185913, 0.045574381947517395, -0.012230625376105309, 0.018295442685484886, 0.027099335566163063, 0.021708499640226364, 0.014154227450489998, 0.004500896669924259, 0.000961504178121686, -0.02940705604851246, -0.013919821009039879, 0.005939196329563856, 0.022564100101590157, 0.008178927935659885, 0.019829895347356796, -0.08260784298181534, 0.0666496604681015, -0.003782157553359866, -0.2602619528770447, 0.03490062803030014, -0.02688337303698063, -0.024049028754234314, 0.0391722209751606, -0.008408380672335625, 0.026575710624456406, -0.05360781028866768, 0.03157641738653183, 0.04591156169772148, -0.031065046787261963, -0.00487870629876852, -0.03077361360192299, 0.05721253529191017, 0.005962428171187639, 0.023903075605630875, 0.006277124397456646, -0.047582488507032394, 0.014192143455147743, 0.04834914579987526, 0.02716250717639923, -0.07127092033624649, -0.009435510262846947, 0.07192740589380264, 0.015396013855934143, 0.06017998233437538, -0.045795030891895294, 0.056405697017908096, -0.030196599662303925, -0.0020493129268288612, 0.004123315215110779, 0.0027713850140571594, 0.016940569505095482, -0.05518996715545654, -0.025976037606596947, 0.013474967330694199, 0.03627420961856842, 0.013688769191503525, -0.034731458872556686, 0.013473098166286945, -0.0457385890185833, -0.04673009738326073, -0.0011917370138689876, -0.019085170701146126, 0.07971834391355515, 0.002013200195506215, -0.05160819739103317, -0.036913562566041946, -0.059324201196432114, 0.07608935236930847, -0.03915775939822197, -0.03225787729024887, 0.006130547728389502, 0.04650314524769783, 0.0006887381314300001, -0.0027090394869446754, -0.0053337751887738705, 0.017301011830568314, -0.04320893809199333, -0.00893272552639246, -0.01911194995045662, -0.06907808780670166, -0.04999631643295288, -0.0699518546462059, -0.011774634942412376, -0.05492309480905533, -0.06165327876806259, 0.0185069777071476, 0.06057458370923996, 0.021325059235095978, -0.00698132487013936, -0.0020966704469174147, -0.006011375226080418, -0.10630027949810028, 0.024093477055430412, -0.018335554748773575, -0.016574949026107788, -0.03753381222486496, -0.02368248626589775, 0.08172997832298279, -0.03644099086523056, -0.04638710618019104, 0.028193699195981026, 0.03684722259640694, 0.009061923250555992, -0.01585087738931179, 0.019068097695708275, -0.028705259785056114, -0.033010657876729965, 0.010692089796066284, 0.06675099581480026, -0.0007929658750072122, 0.006234504748135805, -0.02679114043712616, 0.03989137336611748, 0.0725812166929245, 0.03663003817200661, 0.022108878940343857, 0.03428100422024727, 0.02766873873770237, 0.07572457194328308, -0.04623601958155632, 0.04638344794511795, -0.03105776011943817, 0.034271545708179474, -0.033061712980270386, -0.0424664244055748, 0.01192512083798647, 0.03168261796236038, -0.0036391925532370806, 0.0019406009232625365, -0.025435421615839005, -0.02095554769039154, -0.04795437678694725, -0.020112980157136917, -0.03949633985757828, 0.01993863843381405, 0.04186771437525749, -0.00936438050121069, -0.009506813250482082, -0.07894150912761688, 0.01505374163389206, 0.009623375721275806, -0.011850905604660511, -0.077478788793087, -0.049555644392967224, 0.014022680930793285, -0.010235714726150036, 0.003974435850977898, 0.03737012296915054, -0.011300913989543915, 0.02791215479373932, 0.011145266704261303, -0.026928424835205078, 0.013287569396197796, -0.020560795441269875, 0.00566818518564105, -0.04065399244427681, -0.029712781310081482, 0.0009462160523980856, -0.01928108185529709, -0.015385781414806843, 0.006579568609595299, 0.018659692257642746, 0.0439305454492569, 0.04430336505174637, 0.0253741592168808, 0.023646818473935127, -0.004363975953310728, 0.04622223228216171, -0.014893610030412674, -0.0423341803252697, -0.00006745705468347296, -0.016356421634554863, -0.019844800233840942, -0.007723633199930191, 0.013135787099599838, -0.031489048153162, -0.04481447488069534, -0.047183334827423096, 0.0266712736338377, -0.03459663316607475, -0.005095727276057005, 0.0000902024912647903, -0.018619658425450325, 0.04577038809657097, -0.023701192811131477, 0.05468786880373955, -0.021527083590626717, 0.01719660498201847, 0.01793668419122696, 0.032646406441926956, -0.02979523502290249, 0.04142458736896515, 0.008612065576016903, -0.03508235514163971, 0.004598699044436216, 0.027122147381305695, -0.006694716401398182, 0.01917976886034012, 0.004396820440888405, -0.02831730619072914, 0.026721859350800514, -0.036079201847314835, 0.04843379184603691, 0.005442326422780752, 0.009457794018089771, 0.0004931825678795576, -0.01889019086956978, -0.007990710437297821, -0.051044102758169174, -0.011048616841435432, -0.0133840162307024, 0.03071722202003002, -0.03398098051548004, -0.04691655933856964, 0.04418794438242912, -0.02203293889760971, 0.01971365325152874, 0.0002640875172801316, -0.01559141930192709, -0.005622760392725468, 0.007865252904593945, 0.06642141193151474, 0.029822252690792084, -0.0628758892416954, 0.021648280322551727, 0.00467211427167058, 0.013416127301752567, 0.037608735263347626, 0.019465960562229156, -0.04335867986083031, 0.012338587082922459, -0.00587011082097888, 0.004244706593453884, -0.0200593750923872, -0.027164066210389137, -0.050584644079208374, 0.003916059620678425, -0.010070268996059895, -0.028862999752163887, -0.01335778459906578, 0.0009626272949390113, -0.02604908123612404, -0.011189531534910202, -0.01949833333492279, -0.03047170862555504, -0.056462131440639496, 0.02153007686138153, -0.024686885997653008, 0.0308634415268898, -0.01489309687167406, 0.011391003616154194, 0.016916939988732338, -0.00824578944593668, -0.015077228657901287, -0.04283056780695915, 0.011043928563594818, -0.006065962836146355, 0.0808258056640625, -0.005877184681594372, -0.00916081853210926, -0.016912294551730156, -0.051427196711301804, -0.03535504266619682, 0.0043813795782625675, 0.007776596583425999, -0.024667097255587578, 0.008496219292283058, 0.05305983126163483, 0.004038372542709112, 0.02297232858836651, 0.0170099139213562, -0.010663285851478577, 0.05598758906126022, -0.05307440832257271, -0.005944433622062206, -0.03350619226694107, -0.06530305743217468, 0.012814170680940151, 0.0007929449784569442, 0.03683578595519066, -0.03631589934229851, 0.049319710582494736, 0.019149627536535263, 0.02600882761180401, 0.04062073305249214, 0.006049745250493288, 0.041027482599020004, -0.01867612823843956, 0.020467599853873253, -0.06606147438287735, -0.002966565079987049, 0.031910210847854614, 0.02768799103796482, -0.019027309492230415, -0.017544448375701904, -0.017517657950520515, 0.018818816170096397, -0.07302158325910568, -0.0361199788749218, 0.02462601661682129, -0.020064039155840874, 0.01249341294169426, -0.010356888175010681, -0.03893039748072624, 0.03346334397792816, 0.0021187292877584696, -0.0066333613358438015, -0.043920982629060745, -0.000901547959074378, 0.025897786021232605, 0.02482127957046032, -0.010286661796271801, -0.03640175238251686, -0.006401121150702238, 0.052225470542907715, 0.009783517569303513, 0.008223060518503189, 0.04699731990695, -0.039523012936115265, 0.01844485104084015, 0.019300801679491997, -0.019770175218582153, -0.029166296124458313, 0.015795566141605377, 0.03972458839416504, -0.028849134221673012, -0.008191660977900028, -0.00807204656302929, 0.012450175359845161, -0.057885002344846725, 0.08616181463003159, 0.03837941586971283, -0.03194304555654526, -0.04589492827653885, 0.022737644612789154, -0.030097434297204018, 0.0017508906312286854, -0.01200816035270691, 0.040641654282808304, -0.026258191093802452, 0.06239887699484825, 0.027021590620279312, 0.003934554290026426, 0.06938431411981583, -0.016829902306199074, 0.020327497273683548, -0.025772875174880028, 0.06108939275145531, 0.06585066765546799, 0.0327761173248291, 0.020397940650582314, 0.07750445604324341, -0.03789493814110756, -0.0559718981385231, 0.006135649513453245, -0.03475628420710564, -0.012134424410760403, -0.003082948038354516, 0.022142941132187843, 0.05727661773562431, 0.002866243477910757, 0.061308424919843674, -0.06378230452537537, 0.005644146353006363, -0.035599254071712494, 0.052479248493909836, -0.0020575833041220903, 0.02444523014128208, -0.003191472264006734, 0.02975691854953766, 0.0021605794318020344, -0.026472182944417, 0.06114551052451134, -0.02767087146639824, -0.030177688226103783, 0.0130049092695117, -0.013651583343744278, 0.006285672541707754, 0.011620032601058483, 0.042973484843969345, 0.07405959814786911, -0.0294633861631155, -0.01377503015100956, -0.013057580217719078, 0.00441755773499608, 0.001190113602206111, -0.020589662715792656, -0.020830174908041954, -0.01671951450407505, -0.018285587430000305, -0.003775619901716709, -0.048062317073345184, -0.04974747449159622, -0.029631664976477623, 0.02982543408870697, -0.031080245971679688, 0.02027416042983532, 0.020825279876589775, 0.027653396129608154, -0.060198716819286346, -0.023238947615027428, -0.05463298037648201, -0.019565671682357788, -0.052566610276699066, -0.029675105586647987, 0.04100507125258446, -0.0005593455862253904, -0.022485114634037018, -0.0011390012223273516, 0.00534554710611701, -0.013209701515734196, 0.027659038081765175, -0.010087750852108002, -0.04390408471226692, 0.03565181419253349, 0.027483303099870682, 0.043427448719739914, 0.05375930294394493, 0.06726361066102982, -0.013044324703514576, -0.00047807948431000113, -0.05083229020237923, -0.01359931193292141, 0.059229880571365356, -0.002874094992876053, 0.059346698224544525, -0.08135001361370087, 0.01774267479777336, 0.0014926816802471876, 0.007673341780900955, -0.052574533969163895, 0.0067233857698738575, 0.029744358733296394, -0.011336230672895908, 0.046420298516750336, -0.010830019600689411, -0.026128433644771576, -0.017698869109153748, -0.014936238527297974, 0.048161398619413376, 0.009128289297223091, 0.04178261384367943, -0.017045900225639343, 0.07751963287591934, 0.01741039752960205, 0.0008407909190282226, -0.05186496302485466, 0.0006756826187483966, 0.0038534284103661776, 0.004750391934067011, -0.031514644622802734, -0.035686247050762177, -0.049274977296590805, -0.046061303466558456, 0.01599285565316677, 0.02158656343817711, 0.016458725556731224, -0.023488879203796387, 0.011283102445304394, 0.036936432123184204, -0.08323224633932114, 0.035373516380786896, -0.026177767664194107, 0.025918273255228996, -0.04167735576629639, -0.03718481957912445, 0.013995638117194176, 0.019104307517409325, -0.013052970170974731, -0.017795229330658913, 0.025212908163666725, -0.03219834342598915, -0.01878221705555916, -0.026084432378411293, 0.005383030045777559, 0.040728773921728134, -0.03291068598628044, 0.011610397137701511 ]
[ -0.10355114936828613, -0.031212426722049713, -0.05194051191210747, -0.006926508154720068, 0.04218633845448494, -0.04441668465733528, 0.010888799093663692, 0.015695028007030487, 0.004762466996908188, -0.025965159758925438, 0.005019110627472401, -0.0036718863993883133, -0.0023217606358230114, 0.001752384239807725, 0.068107970058918, 0.020014634355902672, 0.007610366214066744, -0.017113300040364265, -0.05131267011165619, 0.035117585211992264, 0.034471843391656876, 0.00053969252621755, -0.05184774100780487, -0.047421399503946304, 0.009753387421369553, 0.03199765458703041, 0.025402989238500595, -0.05141991749405861, 0.002123995218425989, -0.1924344152212143, 0.0001304626202909276, -0.01820867322385311, 0.057128798216581345, 0.0032319321762770414, 0.017783571034669876, 0.005893481429666281, 0.022522414103150368, 0.024456175044178963, -0.029038336127996445, 0.05195213481783867, 0.026597745716571808, 0.052394818514585495, -0.08093639463186264, 0.0008257473818957806, 0.03841308131814003, -0.007343288976699114, -0.008858988992869854, -0.02303055301308632, 0.009625156410038471, 0.016009926795959473, -0.06362082064151764, -0.025932040065526962, -0.02400195598602295, -0.012896471656858921, -0.023305075243115425, 0.02638106793165207, 0.0071962070651352406, 0.048366449773311615, 0.018184415996074677, 0.0401524119079113, -0.006679384503513575, -0.022593103349208832, -0.12335789948701859, 0.11187785118818283, 0.035681866109371185, 0.04960182309150696, -0.019737495109438896, -0.022685391828417778, -0.0001322610187344253, 0.08826152980327606, 0.03204277157783508, -0.04837258905172348, -0.03464118763804436, 0.06119467690587044, 0.03496064245700836, -0.03302236646413803, 0.006264280062168837, 0.022185418754816055, 0.03422655165195465, -0.01987890712916851, -0.07870959490537643, -0.04850881174206734, 0.029386887326836586, -0.0128500796854496, -0.02825557440519333, 0.029039481654763222, -0.008668534457683563, 0.05084548518061638, 0.054442957043647766, 0.019127653911709785, 0.030367154628038406, -0.03406110405921936, 0.03199450671672821, 0.010766646824777126, -0.07815859466791153, -0.016567962244153023, -0.004003370646387339, -0.0011324750958010554, -0.059629593044519424, 0.42359432578086853, -0.03392569348216057, -0.021548911929130554, 0.05382373929023743, -0.0011198369320482016, -0.029739052057266235, 0.002699350705370307, 0.016923651099205017, -0.050441641360521317, 0.012321622110903263, -0.04438697174191475, -0.006097337696701288, 0.008187416940927505, 0.0749211460351944, -0.0622602142393589, -0.018701205030083656, 0.024981720373034477, 0.04502085596323013, -0.005096667446196079, -0.0018250029534101486, -0.00902065634727478, 0.01872360333800316, -0.013641304336488247, 0.02208675444126129, 0.03295832872390747, 0.03719485551118851, -0.03637819364666939, 0.02223016507923603, 0.059268318116664886, 0.008991271257400513, 0.021700982004404068, 0.06367079168558121, -0.036136727780103683, -0.07554992288351059, -0.007234285585582256, 0.008217793889343739, 0.0342198945581913, 0.05982077494263649, -0.03897932544350624, 0.010311954654753208, 0.011221230030059814, -0.0042454577051103115, -0.047267746180295944, 0.019629105925559998, -0.02786700613796711, -0.03174933046102524, 0.131122887134552, 0.008919509127736092, -0.018632296472787857, -0.04247324913740158, -0.06372811645269394, -0.0053313435055315495, 0.058088820427656174, 0.0006693880422972143, -0.057460710406303406, 0.01878485456109047, 0.022104952484369278, 0.08787906914949417, -0.024286778643727303, -0.02839341200888157, -0.001209310838021338, -0.04790263622999191, -0.008144685067236423, -0.03171134367585182, 0.0399240218102932, 0.04827505350112915, -0.08804375678300858, -0.03124641813337803, 0.010473417118191719, 0.00958302617073059, -0.0758882388472557, -0.01852066069841385, 0.027584485709667206, -0.05778694152832031, -0.012665803544223309, 0.04090018570423126, -0.0008136769174598157, -0.04770297184586525, -0.00927696842700243, 0.037599071860313416, 0.01812250167131424, -0.030624721199274063, 0.043947238475084305, -0.07355467975139618, 0.013153324835002422, -0.025476574897766113, -0.09233006089925766, -0.04424315690994263, 0.000007742355592199601, -0.021835943683981895, -0.012702236883342266, -0.0473407618701458, -0.03886568173766136, -0.05320284515619278, 0.09308792650699615, -0.04957124590873718, -0.01061564963310957, 0.029061829671263695, 0.007372592575848103, 0.019089993089437485, -0.006998549215495586, 0.037053000181913376, 0.015660224482417107, -0.019093362614512444, 0.060912150889635086, -0.03943992778658867, 0.02245260216295719, 0.044217612594366074, -0.05334780365228653, 0.08160823583602905, 0.025316569954156876, -0.024816203862428665, -0.019579598680138588, 0.012739282101392746, 0.017291834577918053, -0.005084417760372162, -0.029278332367539406, -0.001310673775151372, 0.027066631242632866, 0.052698876708745956, 0.027147825807332993, -0.03907844424247742, -0.03707941621541977, -0.013379487209022045, -0.31288817524909973, -0.025347350165247917, -0.024222875013947487, -0.020744239911437035, 0.0029735066927969456, -0.07265254110097885, 0.02035943605005741, -0.026895897462964058, -0.04504641145467758, -0.0070420377887785435, 0.07416043430566788, -0.013214304111897945, 0.013187946751713753, -0.09650258719921112, 0.004937552846968174, -0.005176712293177843, -0.038516342639923096, -0.04047341272234917, -0.010376273654401302, 0.05408525839447975, 0.020840562880039215, 0.006986597087234259, -0.02215101756155491, -0.03363236039876938, -0.006796166766434908, -0.04595243185758591, 0.08728297799825668, -0.0009641016367822886, 0.09945117682218552, -0.007033608388155699, 0.046432770788669586, -0.0037338437978178263, 0.007211714051663876, -0.07425925880670547, -0.03174130246043205, -0.03606438264250755, -0.003579408163204789, -0.019211187958717346, 0.05498281493782997, -0.022469185292720795, -0.04469135403633118, 0.01995980367064476, -0.0723363533616066, -0.05123498663306236, -0.008649260737001896, -0.014216072857379913, -0.01204767543822527, -0.01947074569761753, 0.010716844350099564, 0.09090504050254822, -0.0037348384503275156, -0.005052908789366484, 0.02813030406832695, 0.03812839463353157, -0.0000711987740942277, -0.009952214546501637, -0.07180463522672653, -0.01927543617784977, -0.006274885032325983, -0.020660296082496643, 0.02874934859573841, 0.04494982957839966, 0.01670137606561184, -0.02405909076333046, 0.015932509675621986, 0.026879528537392616, 0.005464297253638506, -0.014883656986057758, 0.032185573130846024, -0.07547654211521149, -0.04619830474257469, 0.093375064432621, 0.0015888932393863797, 0.007118819747120142, 0.0001484631939092651, 0.06794215738773346, -0.02354973554611206, 0.0008899231906980276, 0.010406482964754105, -0.00015232832811307162, 0.010385997593402863, 0.035051967948675156, 0.03478902950882912, -0.029437363147735596, -0.0033649003598839045, 0.050794947892427444, -0.03304546698927879, 0.01414528675377369, 0.05160009488463402, -0.0255050640553236, -0.0024044669698923826, 0.0008501316187903285, -0.010685069486498833, -0.055169351398944855, 0.04118967428803444, -0.023449618369340897, -0.2528664171695709, 0.01671857014298439, 0.07125772535800934, 0.048324987292289734, -0.012134257704019547, 0.026341956108808517, 0.019903576001524925, -0.06451015919446945, 0.012912447564303875, 0.017940405756235123, 0.01139566395431757, 0.039339225739240646, -0.0033456196542829275, -0.01806633174419403, 0.03561067953705788, -0.00291410181671381, 0.038997583091259, 0.005660759750753641, 0.02693827822804451, 0.020683322101831436, 0.020911863073706627, -0.0020172770600765944, 0.18899625539779663, 0.016407275572419167, 0.04099292680621147, 0.034195102751255035, 0.011137440800666809, 0.025541504845023155, 0.08637205511331558, 0.04174134135246277, 0.027804795652627945, -0.022512495517730713, 0.0560309961438179, 0.0038922347594052553, 0.03014405444264412, -0.10757230967283249, -0.016520604491233826, 0.03528493270277977, 0.007487725932151079, -0.017758285626769066, -0.024744674563407898, 0.006453605834394693, -0.05845894664525986, 0.0012084468035027385, 0.09297676384449005, 0.02961934357881546, 0.00007136736530810595, -0.052701134234666824, -0.03203578293323517, 0.008320619352161884, -0.0658644586801529, -0.036065977066755295, 0.016546694561839104, -0.018545059487223625, 0.0037974410224705935, 0.057548511773347855, 0.015317725948989391, -0.04182616248726845, -0.04813059791922569, 0.03085692785680294, 0.018107349053025246, -0.0014357081381604075, 0.08382868021726608, 0.025639254599809647, 0.061235204339027405 ]
[ 0.02220013365149498, 0.07309605926275253, -0.02410782128572464, 0.04418383538722992, 0.015323707833886147, -0.014467630535364151, 0.038382258266210556, 0.03372141718864441, -0.0058741518296301365, -0.023760095238685608, -0.010831999592483044, -0.019956355914473534, 0.026079809293150902, -0.04873530566692352, 0.012800820171833038, -0.016978511586785316, 0.0005935871158726513, -0.06558612734079361, 0.0290699303150177, -0.008778832852840424, -0.030019216239452362, 0.05164363980293274, 0.0029300858732312918, -0.00218492210842669, -0.025319956243038177, 0.028261559084057808, 0.018428780138492584, -0.07353463023900986, -0.004539782647043467, -0.11435841768980026, -0.04049071669578552, -0.02193293161690235, -0.017084956169128418, 0.013507205992937088, 0.017212722450494766, 0.0019561017397791147, -0.01451181247830391, 0.04251239821314812, -0.026795532554388046, -0.02403966523706913, -0.02301400527358055, 0.009562123566865921, -0.02921839989721775, 0.0019542002119123936, -0.043697506189346313, -0.021904587745666504, -0.013093311339616776, -0.03265704959630966, -0.004797217436134815, 0.0180915929377079, -0.021059805527329445, -0.0033212359994649887, -0.006074247416108847, 0.0253849346190691, 0.011636549606919289, -0.014340675435960293, -0.023187503218650818, -0.02030658721923828, 0.010984775610268116, 0.017005611211061478, -0.0004242601280566305, -0.03135908022522926, -0.04168521985411644, 0.008347329683601856, 0.004449282307177782, 0.006468785461038351, 0.012486000545322895, -0.013731606304645538, -0.050093624740839005, -0.021069025620818138, -0.015404203906655312, -0.0022213291376829147, -0.009775243699550629, -0.01075614895671606, 0.027016181498765945, 0.00909266248345375, 0.05154310539364815, -0.028168456628918648, 0.011501929722726345, -0.03532097488641739, -0.032657913863658905, -0.007330416701734066, -0.01773305982351303, 0.008407563902437687, 0.014160585589706898, 0.04359732195734978, -0.006495196372270584, -0.007505339104682207, -0.012884496711194515, 0.0027190542314201593, -0.010686145164072514, 0.014079065062105656, 0.008005065843462944, 0.0026233247481286526, -0.04412083327770233, 0.05217088758945465, 0.0312994085252285, -0.023887598887085915, -0.01601298898458481, 0.8277695178985596, 0.01609204337000847, 0.053745172917842865, 0.001505121705122292, -0.007886994630098343, -0.057711489498615265, -0.023364810273051262, -0.0026617483235895634, -0.02961811050772667, 0.03198278322815895, -0.04634357616305351, 0.017788371071219444, -0.002095343777909875, 0.024675793945789337, -0.020989958196878433, 0.014995165169239044, 0.007787879556417465, 0.037630338221788406, 0.028153348714113235, 0.029422558844089508, 0.007909298874437809, 0.05991854891180992, -0.013330270536243916, -0.00880214013159275, -0.013397881761193275, 0.06052812188863754, -0.15847750008106232, 0.03000454604625702, -7.436550482758177e-33, 0.035482488572597504, -0.027770722284913063, -0.014879079535603523, 0.025411706417798996, 0.05929812416434288, 0.006094974931329489, 0.03415418788790703, 0.06228463351726532, -0.016471730545163155, -0.0247397031635046, -0.004692025948315859, -0.0410986989736557, 0.022297130897641182, -0.0453345887362957, 0.03257773071527481, -0.0016358020948246121, 0.002111396985128522, 0.030145099386572838, 0.006810907740145922, -0.06088599935173988, 0.0270376093685627, 0.010459959506988525, 0.050380315631628036, -0.00040135812014341354, -0.01545732095837593, 0.016044974327087402, -0.027870947495102882, 0.01854712888598442, -0.020904213190078735, -0.04796198010444641, -0.0037087332457304, 0.03167286142706871, -0.0175609290599823, 0.02680792100727558, -0.00004020840424345806, -0.014918394386768341, -0.005547978449612856, -0.028879033401608467, 0.01026558130979538, -0.04619142413139343, -0.051239822059869766, 0.032221719622612, -0.017978932708501816, 0.007734287064522505, -0.03197772055864334, -0.04876875504851341, -0.0009690370061434805, 0.012616434134542942, 0.008762120269238949, 0.03662934526801109, 0.023868508636951447, 0.017585711553692818, -0.008728206157684326, -0.035446375608444214, -0.033207349479198456, 0.04970761016011238, -0.015446255914866924, 0.000030920811695978045, 0.020902523770928383, 0.025484560057520866, 0.013790689408779144, 0.013787765987217426, -0.01914260908961296, 0.0007041755015961826, -0.00000660903651805711, -0.006604634691029787, -0.030227459967136383, 0.0006225731340236962, -0.013643008656799793, -0.005604291334748268, -0.007486368529498577, 0.008334790356457233, -0.004017944913357496, -0.03323276713490486, -0.002587802242487669, -0.00747893238440156, -0.04062223434448242, -0.04133499041199684, 0.03035241924226284, 0.017699703574180603, 0.03790305554866791, -0.018000807613134384, 0.0018175722798332572, -0.00007195914076874033, 0.0034378005657345057, -0.007210478186607361, 0.0032444882672280073, -0.007915050722658634, 0.04409493878483772, -0.0019038841128349304, 0.027056405320763588, 0.013258647173643112, -0.005210080184042454, -0.030921196565032005, -0.03536582365632057, 6.830294414109367e-33, -0.0045671649277210236, -0.017316697165369987, -0.020648809149861336, 0.011944836936891079, 0.02400137111544609, 0.004981487523764372, -0.0046713706105947495, -0.002146782586351037, -0.04441803693771362, 0.031972434371709824, 0.024461165070533752, 0.04470498114824295, -0.014212804846465588, 0.0024831348564475775, 0.03700856491923332, 0.0016619371017441154, 0.02394702099263668, -0.01456459704786539, 0.029847415164113045, -0.04338834807276726, -0.006063598208129406, -0.004227451514452696, -0.013893309980630875, -0.004999537952244282, 0.004397592507302761, 0.023922720924019814, -0.038445230573415756, -0.020296160131692886, 0.03250958397984505, -0.009305370040237904, 0.014758560806512833, 0.02808547019958496, 0.02948688715696335, -0.01579410769045353, -0.0180844496935606, 0.037743277847766876, 0.009862039238214493, 0.005780956242233515, 0.033866629004478455, 0.01581829972565174, 0.003203311236575246, -0.014456936158239841, 0.01808604970574379, 0.01798252947628498, 0.03223148360848427, -0.03492744266986847, -0.0016606602584943175, 0.025734523311257362, 0.02172846905887127, 0.06045328825712204, 0.026745237410068512, -0.011245633475482464, -0.011740004643797874, -0.001383466413244605, 0.033041391521692276, -0.014530534856021404, -0.030739635229110718, -0.031491536647081375, -0.019356660544872284, -0.06268223375082016, -0.029669247567653656, -0.010767358355224133, -0.00873370748013258, 0.050927359610795975, -0.01727270521223545, 0.002419496886432171, -0.0653509795665741, -0.0093801598995924, -0.019741348922252655, -0.022588899359107018, -0.030690526589751244, -0.00510193919762969, -0.04729260131716728, -0.017031574621796608, -0.03107292950153351, -0.04512372985482216, 0.016735170036554337, -0.008472206071019173, 0.010030127130448818, 0.018466029316186905, 0.019247230142354965, 0.011737344786524773, 0.030789600685238838, -0.0006833168445155025, -0.017309848219156265, -0.0056704808957874775, -0.013755805790424347, -0.013673300854861736, 0.018610946834087372, -0.0002556524414103478, -0.03219201788306236, -0.010645951144397259, 0.02769448049366474, 0.0007019733893685043, 0.05498610436916351, -1.2859733722336841e-8, -0.07460521906614304, 0.0003556598967406899, -0.012960474006831646, 0.0275744441896677, 0.0522037073969841, 0.021389968693256378, -0.019576452672481537, -0.018157407641410828, 0.005631724838167429, 0.011692254804074764, 0.007828831672668457, -0.028338555246591568, 0.039664126932621, 0.009827980771660805, 0.03333873674273491, -0.005871763452887535, 0.014715339057147503, -0.010729932226240635, 0.02968047745525837, 0.02979853004217148, -0.003657588269561529, 0.005181449931114912, -0.002602276159450412, -0.0023666033521294594, 0.025016622617840767, -0.02133401855826378, 0.025216905400156975, -0.07718883454799652, 0.0016339104622602463, 0.00921605434268713, -0.05238565430045128, -0.033116571605205536, -0.003349041100591421, -0.012103350833058357, -0.01000947505235672, -0.010219871997833252, -0.01923276297748089, 0.01330866850912571, 0.04425939545035362, 0.018016058951616287, -0.029757464304566383, 0.010141611099243164, -0.013371718116104603, 0.010697707533836365, -0.0012228147825226188, -0.04808473214507103, -0.05904769152402878, 0.024104123935103416, 0.027547422796487808, -0.04432098567485809, -0.012652715668082237, -0.024784306064248085, 0.05985799804329872, -0.018111292272806168, 0.06083063408732414, 0.01582757569849491, 0.021094510331749916, 0.0033947008196264505, -0.001046377350576222, 0.028739972040057182, 0.026962293311953545, 0.025990614667534828, -0.03405522182583809, -0.009107094258069992 ]
cs-lamba-foreach-only-on-lists
https://markhneedham.com/blog/2008/12/15/cs-lamba-foreach-only-on-lists
false
2008-12-15 22:02:41
Environment matters a lot
[ "learning", "environment" ]
[ "Learning" ]
One of the discussions we had at the http://www.markhneedham.com/blog/2008/09/14/altnet-uk-conference-20/[Alt.NET] conference back in September was around how important the environment that you work in is to your self improvement as a software developer and it came up again in a discussion with some colleagues. I posted previously about http://www.markhneedham.com/blog/2008/09/01/my-software-development-journey-so-far/[my software development journey so far] but to add to that one of the most important things for me about working at ThoughtWorks is the environment that it has provided me to improve myself as a software developer. I am convinced that the environment you work in has a major influence on your ability to do this and therefore am not in complete agreement with some http://blog.jayfields.com/2008/08/elephant-in-server-room.html[other] http://geekdamana.blogspot.com/2008/08/is-there-no-hope-for-stoopid.html[posts] I've read which suggest it's more down to the individual and that some of these people don't belong in the industry. == Why does the environment matter? Individual motivation certainly plays a part in our development, but having the right environment as well *creates opportunities to learn new concepts* from colleagues that you might not have come across on your own. When I talk about the 'right environment' I am referring to a workplace environment where you work with colleagues who are passionate about what they do and are have the ability and are willing to show others how to reach their level. This is something I am lucky enough to have working at ThoughtWorks. Of course it is possible if you subscribe to the right RSS or Twitter feeds to teach yourself, but the value of having the opportunity to talk about them or try them out with colleagues cannot be underestimated. I think one of the greatest benefits of these conversations is that they help *guide you in the right direction or point out where you're going wrong*. It is still possible to make mistakes in a good learning environment but eventually someone is going to point it out to you and show you a better way to solve the problem. This was certainly the case for me before I worked at ThoughtWorks whereby I spent a lot of time reading, what were in retrospect, the wrong types of books. I had a subscription to http://books24x7.com/books24x7.asp[Books24x7] so I had access to the resources to learn but I channeled these in a less than optimal way. I spent most of my time reading different C# books about essentially the same things without really knowing what the best way to improve myself as a developer was. I improved my knowledge of the APIs but my understanding of how to write maintainable software was no better than it was when I finished university. Eventually some colleagues introduced me to the concept of writing code in http://pranshujain.wordpress.com/2006/09/15/layers-and-tiers/[layers] to try and separate the various parts of the application I was working on. It improved my approach a bit but I still didn't really know where to look to find out more information. In my current environment if someone shows you an idea they will most likely point out some *further reading areas* for you to investigate and will be happy to answer any questions you have. To give an example, http://fragmental.tw/[Phil] and I were recently talking about some functional programming concepts that are making their way into more object oriented languages. The examples he was showing me were written in Clojure, but as I am more familiar with these concepts in Ruby or C#, after our discussion he pointed me to a Bill Six article which describes all the http://billsix.blogspot.com/2008/03/functional-collection-patterns-in-ruby.html[functional collection patterns in Ruby]. I wouldn't have come across that blog post without it being pointed out to me nor would I have become so interested about functional programming concepts in the first place without having had the opportunity to work with http://blog.m.artins.net/[Alexandre Martins] whose *passion for learning* about Erlang was what originally captured my interest. These are just a couple of examples, there are many more. == What if you don't have the environment? Obviously there may be times when you don't have the best environment to allow you to develop yourself. The most direct way to solve this problem but perhaps also the most difficult is to change your environment so that you have better learning opportunities - there are certainly several people who have cited this as a major reason for them coming to work for ThoughtWorks. The Obtiva Studio takes the idea of learning to an extreme with their http://www.obtiva.com/careers/software-apprentice/[Software Apprenticeship approach] but even if you don't have an optimal learning environment at work that doesn't mean the learning cannot forge on! Even if you don't have the opportunity to work with the best in the industry they are still somewhat accessible through http://www.markhneedham.com/blog/2008/12/07/twitter-as-a-learning-tool/[Twitter] and most seem happy to answer questions and help people understand their ideas. Following the blogs of these guys and the blogs that they talk about is another way to keep in the loop. Joining user groups such as http://altdotnet.org/[Alt.NET] is another way to interact with some of the people making things happen in the industry as of course is attending http://jaoo.com.au/[technical conferences] where these people speak their words of wisdom. Of course as Justin Etheredge points you still http://www.codethinked.com/post/2007/11/26/You-cant-focus-on-developers-who-dont-have-focus.aspx[have to want to improve yourself] otherwise it's never going to work, but I still hold the belief that people generally try to do a good job and often the fact that they can't do this is a lot to do with the environment that they're in rather than genuinely not caring.
null
null
[ 0.03475303202867508, -0.0013359575532376766, 0.0012336386134847999, 0.03537522256374359, 0.09830660372972488, 0.0273221917450428, 0.024764370173215866, 0.04919065535068512, -0.0023862121161073446, -0.026969727128744125, -0.03961210697889328, -0.000999904703348875, -0.049811068922281265, 0.020235951989889145, -0.025022706016898155, 0.06503476202487946, 0.05958182364702225, -0.003712985198944807, 0.024137645959854126, -0.004391659516841173, 0.033714279532432556, 0.07367918640375137, 0.029639896005392075, 0.0363856703042984, 0.0461714006960392, -0.0008893643389455974, 0.008951494470238686, -0.0020966092124581337, -0.03976825624704361, -0.00496993213891983, 0.03354345262050629, 0.008186670020222664, 0.01492666732519865, -0.0068892971612513065, 0.03782019764184952, -0.0009389413171447814, -0.00007119285874068737, 0.026660315692424774, -0.005208820570260286, -0.005501827225089073, -0.07337650656700134, 0.059171199798583984, -0.012708730064332485, 0.02834937535226345, -0.038093265146017075, 0.02032126858830452, -0.03184225410223007, 0.0004931472358293831, 0.020363885909318924, -0.0022157710045576096, -0.06906379759311676, 0.03279811888933182, 0.011311696842312813, -0.003720450447872281, 0.0008645883062854409, 0.042943090200424194, 0.016374628990888596, -0.05530163273215294, 0.002701530000194907, -0.02813730388879776, -0.02059946395456791, -0.01653137430548668, -0.017627812922000885, 0.032753635197877884, 0.04634439945220947, -0.043780915439128876, -0.003115271683782339, 0.026628689840435982, -0.03815228492021561, 0.02862752042710781, -0.024076417088508606, 0.0010175625793635845, -0.019544903188943863, -0.013466152362525463, 0.007431488949805498, -0.056656014174222946, -0.0025722745340317488, 0.046766381710767746, 0.024804119020700455, 0.03972947970032692, -0.035670116543769836, 0.019595813006162643, -0.005010616034269333, 0.027874117717146873, -0.004569584038108587, -0.053743913769721985, 0.028851430863142014, -0.021182941272854805, -0.08231023699045181, 0.04443129524588585, 0.01700080931186676, -0.044210199266672134, 0.020794540643692017, 0.04556988179683685, 0.01360867265611887, 0.015707969665527344, 0.04423503950238228, -0.009810215793550014, -0.00878196395933628, -0.028121914714574814, -0.03216081112623215, -0.003981949761509895, -0.016183963045477867, -0.005632254295051098, -0.07718636840581894, -0.004484916105866432, -0.0061744083650410175, -0.01231470052152872, 0.0021265302784740925, 0.017464425414800644, -0.03836328536272049, 0.02917630225419998, -0.018997346982359886, 0.026424633339047432, -0.06149326637387276, 0.07206364721059799, 0.006924663670361042, -0.03591492027044296, -0.013342391699552536, -0.01773942820727825, 0.034831710159778595, 0.01756725087761879, -0.024861181154847145, 0.07899203151464462, -0.0009420547285117209, 0.014289261773228645, -0.05677105486392975, 0.05120798200368881, -0.0015646598767489195, -0.06470439583063126, -0.010149190202355385, 0.04289526119828224, -0.022895067930221558, -0.0002999973949044943, -0.005097244866192341, -0.02490263618528843, 0.02727540396153927, 0.004748097155243158, 0.019631681963801384, 0.04474402591586113, 0.00802710372954607, -0.05056620016694069, 0.03291806951165199, 0.020653771236538887, 0.028332367539405823, -0.013308038003742695, -0.005235479678958654, -0.032368939369916916, -0.05371826887130737, -0.026833826676011086, 0.010427940636873245, 0.01335966121405363, 0.002273835241794586, -0.04243750125169754, 0.04699597507715225, 0.07404588162899017, 0.0562073290348053, 0.020567815750837326, -0.02069680020213127, 0.019143542274832726, 0.033465754240751266, 0.03571746498346329, 0.009997103363275528, 0.022680766880512238, 0.004127588588744402, -0.004032025579363108, -0.002779206493869424, 0.012487179599702358, 0.01498186681419611, 0.012447712011635303, -0.05458977445960045, -0.04756417125463486, 0.041754256933927536, -0.042154837399721146, -0.023379892110824585, 0.039509791880846024, 0.0704711526632309, 0.056630101054906845, 0.014151536859571934, 0.004563088063150644, -0.0756143257021904, 0.01782175712287426, 0.004669003188610077, 0.019953807815909386, 0.03491199016571045, -0.033016156405210495, 0.0424901507794857, 0.018012268468737602, -0.0016065997770056129, 0.044550761580467224, -0.09199878573417664, -0.09733207523822784, -0.027096128091216087, -0.012579452246427536, 0.046926822513341904, -0.03262743726372719, 0.012631308287382126, 0.05791955813765526, -0.0016182196559384465, 0.06093285232782364, 0.027199383825063705, -0.0075637781992554665, 0.005103978328406811, -0.043498069047927856, -0.05581428483128548, 0.07882097363471985, 0.03841375187039375, 0.006280355621129274, -0.042063768953084946, 0.022523390129208565, -0.020207135006785393, -0.019910985603928566, 0.039207614958286285, -0.013240288011729717, 0.03771207481622696, 0.0072091915644705296, 0.04000226780772209, -0.026388725265860558, 0.04512156546115875, -0.031062835827469826, -0.0015273940516635776, 0.001949973520822823, -0.016033785417675972, 0.025425216183066368, 0.01898588053882122, 0.09798244386911392, 0.054591983556747437, -0.05508250743150711, -0.04189446195960045, 0.027654781937599182, 0.027978502213954926, -0.05387651175260544, 0.0025678398087620735, 0.0018589828396216035, 0.021558551117777824, -0.004373450297862291, -0.048135023564100266, -0.038269635289907455, 0.0124574676156044, -0.05930173024535179, 0.006546832621097565, 0.051461111754179, -0.03805553913116455, 0.06838297098875046, -0.009880774654448032, -0.005450718570500612, -0.013625812716782093, -0.033311743289232254, -0.06602600961923599, 0.02199980430305004, 0.011935519985854626, -0.017976904287934303, 0.05947292968630791, -0.010658551007509232, -0.031234173104166985, -0.05127088725566864, -0.03360849618911743, 0.01184258796274662, 0.0515010803937912, 0.055071331560611725, -0.006658305414021015, 0.06231742352247238, -0.01689225248992443, 0.04554903507232666, 0.005796175915747881, -0.04001395031809807, -0.03723769262433052, -0.04836822301149368, 0.005120190791785717, 0.016908269375562668, -0.004017133265733719, 0.003914186265319586, 0.0037951350677758455, 0.015027271583676338, -0.021971089765429497, -0.03165367990732193, 0.034731749445199966, 0.007510064635425806, 0.011593516916036606, -0.03497236967086792, -0.013701888732612133, 0.047862425446510315, -0.03655267879366875, -0.003823221195489168, 0.032321084290742874, -0.076267771422863, 0.037432555109262466, -0.0635930746793747, -0.04355369508266449, -0.008668040856719017, 0.024148622527718544, 0.0479380302131176, 0.031371355056762695, 0.032675087451934814, 0.06353173404932022, 0.01969015598297119, 0.026833875104784966, -0.009625241160392761, -0.007797285448759794, 0.043833956122398376, 0.019145632162690163, -0.007690704893320799, 0.040998540818691254, 0.016461731866002083, 0.0014889325248077512, -0.06217994913458824, 0.04633041098713875, -0.054583124816417694, -0.2901601791381836, 0.049773700535297394, 0.016738886013627052, -0.0357402078807354, 0.023445339873433113, -0.038384273648262024, 0.015117447823286057, -0.049344342201948166, -0.02042802795767784, 0.01244836300611496, -0.058230504393577576, -0.04458414390683174, -0.015630893409252167, 0.04107828065752983, -0.005725389812141657, 0.026255609467625618, 0.03170806169509888, -0.03318928927183151, 0.017092391848564148, 0.04786983132362366, -0.02580500766634941, -0.05085189640522003, -0.010671436786651611, 0.028105847537517548, 0.05372894927859306, 0.0748228132724762, -0.08456569910049438, 0.05245111137628555, -0.05554058030247688, 0.004853388760238886, -0.009083000011742115, 0.01958574168384075, -0.006082058418542147, -0.0200518611818552, 0.0013234606012701988, -0.0024774165358394384, 0.05217565968632698, 0.0061698113568127155, 0.0069080232642591, -0.006414657458662987, -0.014770975336432457, -0.030925873667001724, -0.008417831733822823, 0.0378136970102787, 0.06671757251024246, 0.005740974564105272, -0.08924049884080887, -0.011253912933170795, -0.030869271606206894, 0.07225347310304642, -0.03977304697036743, -0.026929307729005814, -0.0035393780563026667, 0.0461433045566082, -0.015204892493784428, -0.022082822397351265, -0.013217976316809654, -0.02522863820195198, -0.04579823464155197, -0.03895661234855652, 0.0037156713660806417, -0.027506913989782333, -0.02226448431611061, -0.0673416331410408, 0.02448003739118576, -0.065791055560112, -0.0735124945640564, -0.021029941737651825, 0.0700957328081131, -0.0030401796102523804, -0.044156718999147415, 0.012753264978528023, 0.006464804522693157, -0.10502633452415466, -0.005901634227484465, -0.002571486635133624, -0.026061953976750374, -0.0033513298258185387, 0.030037252232432365, 0.04619919881224632, -0.022066030651330948, -0.05092668905854225, 0.030750298872590065, 0.010221876204013824, 0.019912831485271454, -0.006098470184952021, 0.057872723788022995, 0.02566857635974884, -0.026939453557133675, 0.017656488344073296, 0.053834956139326096, -0.000887975562363863, -0.02551596611738205, -0.021935638040304184, 0.05168605223298073, 0.021606694906949997, 0.00826090294867754, -0.018994107842445374, 0.0018550804816186428, 0.024565843865275383, -0.006917799822986126, -0.05580421909689903, 0.0109235355630517, -0.011459514498710632, -0.008287561126053333, -0.007815219461917877, -0.03912168741226196, 0.01498563401401043, 0.04433136805891991, 0.030352795496582985, 0.004602239932864904, -0.025576865300536156, 0.01279797125607729, -0.04178265854716301, -0.039773277938365936, 0.006303423084318638, -0.0014326452510431409, 0.04186445474624634, 0.00776664400473237, 0.0005989586934447289, -0.03158330172300339, 0.0009414511150680482, -0.007814489305019379, -0.005429829005151987, -0.05985666811466217, 0.0005525234737433493, -0.004481143783777952, -0.018202882260084152, 0.0006109143141657114, 0.02584999054670334, -0.02410208247601986, 0.012375258840620518, 0.029714519158005714, -0.04227682203054428, 0.0052500274032354355, -0.030347958207130432, -0.07990705966949463, -0.022632751613855362, 0.012354429811239243, 0.003208389040082693, -0.01049906387925148, 0.03654644265770912, -0.001697210711427033, 0.012632637284696102, 0.04679074138402939, 0.020242057740688324, -0.00019847159273922443, -0.032736871391534805, 0.04198100045323372, 0.006423636339604855, 0.005133825819939375, -0.05764183774590492, 0.006948869675397873, -0.0394953116774559, -0.01670890301465988, -0.03459453582763672, 0.03473670035600662, -0.030321668833494186, -0.02183910273015499, -0.007178973872214556, 0.004064618609845638, -0.07094576954841614, -0.04745336249470711, -0.026670869439840317, 0.040396373718976974, 0.045129310339689255, -0.0025444473139941692, 0.006908683106303215, -0.019012369215488434, -0.004718245472759008, 0.014593398198485374, 0.02914903312921524, -0.043614111840724945, -0.0010356412967666984, -0.005937309004366398, 0.01879063807427883, 0.0067876242101192474, -0.009670605883002281, 0.0551716610789299, 0.009548934176564217, 0.006902698427438736, -0.036801982671022415, -0.0025349431671202183, 0.03497717157006264, 0.03778328001499176, 0.025152307003736496, -0.007794907316565514, 0.003594884881749749, -0.009579012170433998, -0.01541490014642477, -0.050783004611730576, -0.015564902685582638, -0.004949274472892284, 0.027548445388674736, -0.02782377600669861, -0.07298196852207184, 0.05991565063595772, -0.012552864849567413, 0.016559001058340073, 0.016763433814048767, -0.025840122252702713, -0.015589039772748947, -0.03358130902051926, 0.03848648443818092, 0.061208054423332214, -0.07315605878829956, 0.003398018190637231, -0.007763071916997433, -0.0088722575455904, -0.0007981527596712112, -0.02284577675163746, -0.021876150742173195, -0.006880851462483406, -0.041751742362976074, 0.006371006835252047, -0.08360608667135239, -0.007747190538793802, -0.02147560752928257, 0.0035594564396888018, -0.00030668918043375015, 0.010390221141278744, -0.01611071079969406, -0.026187729090452194, -0.00988242868334055, -0.03384029120206833, 0.011287480592727661, -0.03791959956288338, 0.011025556363165379, 0.0003033449756912887, -0.042121775448322296, -0.022991709411144257, -0.02300724945962429, 0.01179436594247818, 0.010806670412421227, -0.014696423895657063, 0.001652312115766108, -0.024234021082520485, -0.0009405015734955668, 0.015720445662736893, 0.041425298899412155, -0.013044746592640877, -0.030208459123969078, -0.0569143071770668, -0.030826453119516373, -0.045069385319948196, 0.011341271921992302, -0.0556904561817646, 0.016998104751110077, 0.025220796465873718, 0.045106567442417145, 0.03810513764619827, 0.03944269195199013, -0.009247567504644394, -0.01954416185617447, 0.03589560091495514, -0.04987131431698799, -0.03844358026981354, -0.02538672648370266, -0.05995817482471466, -0.013777601532638073, 0.023249588906764984, 0.029782408848404884, -0.046018779277801514, 0.05882818624377251, 0.027793198823928833, 0.019247768446803093, 0.029850786551833153, -0.00230956869199872, 0.030776720494031906, -0.056653767824172974, -0.0055126044899225235, -0.07682444900274277, -0.010193279944360256, 0.007917040027678013, -0.00022940101916901767, -0.010871995240449905, 0.003929368685930967, -0.044530659914016724, 0.047346100211143494, -0.07637206465005875, -0.032582636922597885, 0.03726177290081978, -0.004664490465074778, -0.02358706295490265, 0.006656032986938953, -0.0777813121676445, 0.031561560928821564, 0.01281306054443121, -0.03587399050593376, -0.02794843353331089, -0.02662086859345436, 0.0370870865881443, -0.009332691319286823, 0.03888002038002014, -0.038010913878679276, -0.03931198641657829, 0.08528591692447662, 0.0052193086594343185, -0.008520934730768204, 0.05074160918593407, -0.0028400251176208258, 0.03590530902147293, 0.04470695182681084, 0.015140539966523647, -0.01391095481812954, 0.027890481054782867, 0.00410051504150033, -0.05883725360035896, -0.001463021500967443, 0.02609250135719776, -0.023621218279004097, -0.03202992305159569, 0.048291679471731186, 0.019409358501434326, -0.01880636438727379, -0.035004064440727234, 0.010454446077346802, -0.05873047932982445, 0.013483762741088867, -0.02707514725625515, -0.0059661571867764, -0.0560452900826931, 0.038450028747320175, 0.013334838673472404, 0.014302005991339684, 0.06962922215461731, 0.011400815099477768, -0.02984589897096157, -0.00525668915361166, 0.0928884744644165, 0.055768392980098724, 0.07707085460424423, 0.0033782492391765118, 0.06215709075331688, -0.028707820922136307, -0.04804252088069916, 0.011225427500903606, -0.006279059685766697, -0.020578408613801003, -0.030153363943099976, 0.030012276023626328, 0.07571521401405334, 0.01817440800368786, 0.06580807268619537, -0.0240749754011631, -0.029542438685894012, 0.006072526331990957, 0.02859334647655487, 0.020335981622338295, 0.06127411127090454, 0.008772359229624271, 0.012958388775587082, -0.02020767517387867, -0.06268740445375443, 0.03035416640341282, -0.04199444130063057, -0.010256731882691383, 0.03892681375145912, 0.010340039618313313, 0.033728089183568954, 0.025510361418128014, 0.029791705310344696, 0.07575671374797821, -0.04793572798371315, 0.020624196156859398, -0.028255093842744827, 0.03767651692032814, -0.022184738889336586, 0.012720074504613876, -0.022642038762569427, -0.009334946982562542, -0.02217850275337696, -0.04677872359752655, -0.03206712380051613, -0.010331043042242527, -0.018685562536120415, 0.048212938010692596, -0.03723980113863945, -0.00578096229583025, 0.03720379248261452, 0.010171075351536274, -0.016995131969451904, -0.06923969089984894, -0.031102342531085014, -0.037275947630405426, -0.04239097610116005, -0.03556722402572632, 0.0062590534798800945, 0.0003697747306432575, -0.023246699944138527, 0.007771611679345369, -0.02209068275988102, -0.03346671164035797, 0.041323017328977585, -0.04969905689358711, -0.01363540068268776, 0.010676511563360691, 0.029110023751854897, 0.014721422456204891, 0.00949438102543354, 0.03994077816605568, -0.019970104098320007, -0.007276549935340881, 0.0000254168662650045, 0.026600321754813194, 0.02531726472079754, -0.0007374442066065967, -0.008585101924836636, -0.06245527043938637, 0.040992069989442825, 0.04868415743112564, -0.005639601033180952, -0.06251873821020126, 0.026715796440839767, 0.030649837106466293, 0.009149235673248768, 0.04821094870567322, 0.006046762224286795, 0.014600765891373158, -0.021347440779209137, -0.0012849043123424053, -0.010315225459635258, 0.008065617643296719, 0.0456155501306057, -0.01485501416027546, 0.07728419452905655, 0.024374134838581085, -0.005010129418224096, -0.039045337587594986, -0.0016103016678243876, 0.018092676997184753, -0.0018354767234995961, -0.027325062081217766, -0.016427056863904, -0.03251831606030464, -0.07368159294128418, -0.032948922365903854, 0.030581621453166008, -0.020363325253129005, -0.03522705286741257, 0.022181011736392975, 0.016567962244153023, -0.0205156821757555, 0.026803521439433098, -0.06009852886199951, 0.03932761028409004, -0.014940674416720867, -0.009111423045396805, 0.010666131041944027, 0.0178877841681242, -0.009445560164749622, -0.01443321630358696, 0.016757376492023468, -0.03996898978948593, 0.017482658848166466, -0.0014993888325989246, 0.029352273792028427, 0.04484720155596733, 0.01276123896241188, -0.01156312134116888 ]
[ -0.06322784721851349, -0.007497804239392281, -0.008973527699708939, -0.041859351098537445, 0.04967634379863739, -0.03789957985281944, 0.015479911118745804, 0.017098233103752136, -0.01761130802333355, -0.025102514773607254, -0.019344978034496307, -0.014675994403660297, 0.015367666259407997, -0.025742242112755775, 0.07959963381290436, 0.02023567631840706, -0.006244044750928879, -0.06963644176721573, -0.003115192288532853, 0.019128086045384407, -0.02628369815647602, -0.03295601159334183, -0.018812406808137894, -0.038836367428302765, 0.009728026576340199, 0.002518822206184268, 0.01989706978201866, -0.038316771388053894, 0.01505386084318161, -0.13076359033584595, -0.0018369253957644105, 0.016255244612693787, 0.06359323114156723, 0.0011788444826379418, 0.006829153746366501, 0.08907061815261841, 0.027196260169148445, 0.003221910446882248, -0.01261981762945652, 0.0268692709505558, 0.022603357210755348, 0.004930080380290747, -0.04563199728727341, -0.04155326262116432, 0.01643853448331356, 0.007437432184815407, 0.03531723469495773, -0.04407847300171852, -0.03467727452516556, -0.0035341265611350536, -0.05855128914117813, -0.027606306597590446, -0.054384272545576096, 0.003933720290660858, -0.023221390321850777, 0.03389500826597214, 0.024271050468087196, 0.07775136828422546, -0.030181434005498886, 0.0067738420329988, 0.0296846441924572, -0.024401750415563583, -0.14922292530536652, 0.09691660106182098, 0.05437327176332474, 0.053204771131277084, -0.08887864649295807, -0.008772844448685646, -0.03753993287682533, 0.07403451949357986, 0.006236125715076923, -0.02883637323975563, -0.01691148802638054, 0.019169142469763756, 0.04949882626533508, 0.015413787215948105, -0.013650371693074703, 0.03779088333249092, 0.04585252329707146, -0.0623600110411644, -0.0062003666535019875, 0.02594001218676567, -0.028082389384508133, -0.002287863986566663, -0.03232011944055557, 0.029082514345645905, 0.002578189130872488, 0.05271065980195999, 0.045491453260183334, 0.022028116509318352, 0.03810836374759674, -0.021945323795080185, 0.02464776113629341, -0.017764735966920853, -0.04249994456768036, -0.026336736977100372, 0.021925022825598717, 0.027471642941236496, -0.06207559257745743, 0.460831880569458, -0.04857742786407471, -0.02161046676337719, 0.07348304241895676, 0.023367634043097496, -0.014400647021830082, 0.009936309419572353, 0.04209213703870773, -0.043849557638168335, 0.035998232662677765, 0.0005714418948628008, 0.026443446055054665, 0.02382468432188034, 0.04759185016155243, -0.051389552652835846, 0.010474476031959057, 0.028948621824383736, 0.03815797343850136, 0.016846776008605957, 0.000729522027540952, -0.02098771184682846, -0.01290448009967804, 0.014080218970775604, 0.03231802210211754, -0.007766735274344683, -0.020382896065711975, -0.039231717586517334, 0.052160926163196564, 0.04485316574573517, 0.023507991805672646, -0.008518289774656296, 0.059621576219797134, -0.044082894921302795, -0.05447489023208618, 0.029440300539135933, -0.0034964201040565968, -0.00949931051582098, 0.023214058950543404, -0.014137686230242252, -0.026714054867625237, 0.08499995619058609, 0.03085646964609623, 0.006680015940219164, 0.007624598685652018, -0.03587324544787407, -0.026180261746048927, 0.11538426578044891, 0.04499931260943413, -0.03986697643995285, -0.01697559282183647, -0.04253469035029411, -0.0027808507438749075, 0.04009081795811653, -0.008070080541074276, -0.038976266980171204, 0.04645929113030434, 0.006621921434998512, 0.09326667338609695, -0.027139078825712204, -0.04721490293741226, 0.0013820136664435267, 0.016290195286273956, -0.01129574328660965, -0.04044875502586365, 0.03926728293299675, 0.08425907045602798, -0.0954628735780716, -0.024439265951514244, 0.01599329710006714, 0.027673138305544853, -0.04782825708389282, -0.009635622613132, 0.016433557495474815, -0.025746528059244156, 0.0011289658723399043, 0.06605923175811768, -0.04892144724726677, -0.04695200175046921, 0.04412700980901718, 0.03977520763874054, 0.016337795183062553, 0.04909136891365051, 0.00415486516430974, -0.010142910294234753, -0.002328273607417941, -0.042153142392635345, -0.0793687030673027, -0.031009087339043617, -0.03080078586935997, -0.04013269767165184, -0.009707290679216385, -0.014494300819933414, -0.028710534796118736, -0.08751024305820465, 0.08928819000720978, -0.020077338442206383, -0.012545143254101276, 0.03714126721024513, -0.0266183502972126, -0.02534465491771698, -0.0031822798773646355, -0.07276033610105515, 0.01071817334741354, -0.0517340786755085, 0.0021047780755907297, -0.06931838393211365, 0.032547760754823685, 0.042987629771232605, -0.030913086608052254, 0.0965755432844162, 0.03569570928812027, -0.04414704814553261, -0.03448430076241493, 0.035336270928382874, 0.03763698786497116, 0.03385080769658089, -0.013289728201925755, 0.004365071654319763, 0.019498730078339577, 0.011034213937819004, 0.030048634856939316, -0.017927030101418495, 0.019047359004616737, -0.0434320867061615, -0.3489055335521698, -0.02902447246015072, -0.05057366564869881, 0.015367662534117699, 0.010597012005746365, -0.026842249557375908, 0.023961784318089485, -0.01348965149372816, -0.023695873096585274, 0.008883876726031303, 0.08929149806499481, -0.028012171387672424, 0.033860255032777786, -0.055191271007061005, 0.021314600482583046, 0.004064837470650673, -0.03362627699971199, -0.011082331649959087, -0.040165383368730545, -0.02660108543932438, 0.014301718212664127, -0.007198330946266651, -0.00805153138935566, -0.05939754843711853, 0.005174284800887108, -0.0533931627869606, 0.08609221130609512, -0.0011633385438472033, 0.06684339046478271, -0.018323464319109917, 0.040543779730796814, -0.004145953804254532, 0.03882893919944763, -0.1501324623823166, 0.017233679071068764, -0.0140144694596529, 0.01110962126404047, -0.040068451315164566, -0.02245214954018593, -0.041781581938266754, -0.024695973843336105, 0.03516261279582977, -0.08097442239522934, -0.03676091134548187, -0.09868369251489639, -0.006610173266381025, -0.03183353692293167, -0.022625043988227844, -0.028303854167461395, 0.05933486670255661, -0.004058870021253824, 0.018124541267752647, 0.01067082304507494, 0.02983795665204525, -0.0057266345247626305, -0.03288699686527252, -0.08719508349895477, 0.04020712524652481, -0.007826372981071472, 0.008796590380370617, 0.004873215686529875, 0.04028613492846489, 0.025516778230667114, -0.045961618423461914, -0.007112639024853706, -0.003078407607972622, 0.0013792963000014424, 0.013115611858665943, 0.043330319225788116, -0.005763585213571787, -0.015176049433648586, 0.06530840694904327, -0.01503395102918148, -0.03103690594434738, 0.018786460161209106, -0.004480255302041769, -0.029336120933294296, 0.02462582103908062, 0.004238951485604048, -0.03576689213514328, 0.01896757446229458, -0.056294720619916916, 0.048839177936315536, -0.002281556138768792, 0.004320391453802586, 0.04407639056444168, -0.021015586331486702, -0.053431201726198196, 0.0629495158791542, 0.02359185926616192, -0.028804415836930275, 0.019842661917209625, -0.03517214208841324, -0.08684510737657547, 0.08386657387018204, 0.016428451985120773, -0.22451868653297424, -0.0013429794926196337, 0.04074326157569885, 0.018008336424827576, -0.017381245270371437, 0.035864949226379395, 0.03797229006886482, -0.024841176345944405, 0.0010122057283297181, 0.021920226514339447, 0.02521185763180256, 0.014727531932294369, -0.004269034136086702, -0.008044407702982426, 0.046727512031793594, 0.002580419182777405, 0.04917848855257034, 0.020469624549150467, 0.009527565911412239, -0.011714464984834194, 0.005685876589268446, 0.011586599051952362, 0.1300022155046463, 0.01681024208664894, 0.0459892675280571, 0.012554751709103584, -0.02647070586681366, 0.016305064782500267, 0.054418280720710754, 0.0019201745744794607, 0.025964083150029182, -0.01178183127194643, 0.02905454859137535, 0.0012818457325920463, 0.008479184471070766, -0.0783986896276474, -0.0335344523191452, -0.005419074557721615, 0.035917673259973526, -0.005376356653869152, 0.029475348070263863, -0.0000656043048365973, -0.02103925310075283, 0.05034837871789932, 0.07400628924369812, -0.012439222075045109, 0.010947276838123798, -0.05026984587311745, -0.01749734953045845, -0.02588806115090847, -0.05422217398881912, -0.01806727796792984, 0.032180264592170715, 0.008450550958514214, 0.02119572088122368, 0.06689009070396423, 0.02651398256421089, -0.03632325306534767, -0.01875041425228119, -0.023091519251465797, -0.021041447296738625, -0.03693371266126633, 0.08951939642429352, 0.03504444658756256, 0.062460631132125854 ]
[ 0.01762407459318638, 0.002355943899601698, 0.028346672654151917, 0.014169135130941868, 0.020265543833374977, -0.015549693256616592, 0.0033110380172729492, -0.0015599062899127603, 0.013432767242193222, -0.009013265371322632, -0.02453923411667347, 0.022404568269848824, 0.029884377494454384, -0.011803833767771721, 0.01813591457903385, 0.01403038576245308, 0.002073315903544426, -0.020182985812425613, 0.03634891286492348, 0.017349041998386383, -0.023493850603699684, 0.03298351541161537, -0.03256460651755333, -0.014637378044426441, -0.012069887481629848, 0.004985062871128321, -0.022998875007033348, -0.010967053472995758, 0.03498697280883789, -0.11713122576475143, -0.02080833725631237, -0.007287204265594482, -0.00472489045932889, 0.012778562493622303, 0.008557778783142567, 0.028383223339915276, 0.009047466330230236, 0.0030586218927055597, -0.006919454783201218, -0.0017655957490205765, -0.01709345169365406, -0.02643207460641861, -0.003100230125710368, -0.003972951322793961, -0.024638695642352104, -0.009888467378914356, 0.024810098111629486, -0.0643983781337738, -0.02052350528538227, -0.03659820556640625, -0.04165076091885567, -0.024418625980615616, -0.02359861694276333, -0.0022468911483883858, 0.000666316132992506, 0.008655542507767677, 0.006635509431362152, 0.019789323210716248, 0.009582229889929295, -0.028265856206417084, 0.028576642274856567, -0.04683491215109825, -0.046336594969034195, -0.024276696145534515, 0.009230520576238632, -0.01076051127165556, -0.014809261076152325, 0.011006769724190235, -0.03481631353497505, 0.014247735030949116, -0.007263191509991884, 0.01961504854261875, -0.03357454389333725, -0.06475920975208282, 0.027242466807365417, -0.004652786534279585, 0.004707119427621365, -0.01647687517106533, 0.020219363272190094, -0.001324441283941269, -0.014394080266356468, 0.05160796269774437, -0.030107958242297173, 0.008828732185065746, 0.004924032371491194, 0.0048563554883003235, 0.03397020325064659, -0.007139307912439108, 0.016541562974452972, 0.018949897959828377, -0.026336047798395157, 0.0019632114563137293, -0.017737407237291336, 0.007113500032573938, -0.079564169049263, -0.003583774669095874, -0.005758822895586491, -0.03171433508396149, 0.012336469255387783, 0.8567301034927368, -0.018409164622426033, 0.009928232058882713, 0.03508618846535683, -0.02083405666053295, 0.0036401848774403334, -0.004559547174721956, -0.007825816981494427, 0.018279150128364563, 0.04034589231014252, -0.030542800202965736, 0.0032795032020658255, 0.022703813388943672, 0.014484480954706669, 0.02086535654962063, 0.04696386680006981, 0.03747422993183136, 0.016414044424891472, -0.023218810558319092, -0.014356769621372223, 0.012211482971906662, 0.01306425966322422, 0.02470162697136402, 0.024901002645492554, 0.010089497081935406, -0.0005113264778628945, -0.20094271004199982, -0.000968427921179682, -8.463571815547948e-33, 0.040442127734422684, -0.022744257003068924, -0.0028589393477886915, -0.005143342539668083, 0.029162047430872917, -0.01633487641811371, 0.027419161051511765, 0.02044452354311943, -0.00958458986133337, -0.01944388635456562, -0.0038957581855356693, -0.009001538157463074, 0.0052053844556212425, -0.015935759991407394, 0.03487078845500946, -0.007926571182906628, -0.01406747754663229, 0.03841026872396469, -0.0001535249757580459, 0.025241313502192497, 0.03973773494362831, 0.004272738937288523, -0.023659566417336464, -0.00407915934920311, 0.003340063150972128, 0.0019536251202225685, 0.02887680195271969, 0.024913495406508446, 0.015596559271216393, -0.040429938584566116, -0.012408900074660778, 0.03695140779018402, -0.036204155534505844, -0.02558598667383194, 0.002478209091350436, -0.0484420545399189, -0.05308396741747856, 0.021952908486127853, 0.01289160456508398, -0.043513450771570206, -0.041146352887153625, 0.029222959652543068, -0.018599672242999077, -0.009018970653414726, 0.003572398331016302, -0.009022319689393044, 0.029153820127248764, 0.004152532666921616, 0.01158758532255888, 0.002900084014981985, -0.013680825009942055, 0.0001406849769409746, 0.015388496220111847, 0.017352523282170296, -0.015949217602610588, -0.005288321990519762, 0.008275307714939117, 0.023158572614192963, -0.004650791175663471, 0.03308642655611038, -0.00712923426181078, 0.009958621114492416, -0.02520173229277134, 0.027367262169718742, 0.002671987982466817, -0.008950202725827694, 0.029675913974642754, 0.021974267438054085, 0.027289459481835365, -0.02530786767601967, -0.03605513647198677, -0.008710107766091824, -0.02400357276201248, -0.020134901627898216, -0.018852395936846733, -0.020022312179207802, -0.01813434064388275, 0.017398685216903687, -0.008299430832266808, 0.06144894286990166, 0.0037784832529723644, 0.029239308089017868, -0.043116532266139984, -0.05468365177512169, 0.0008177068084478378, 0.005025685764849186, -0.0023664175532758236, -0.00730419484898448, -0.0005893749184906483, 0.02196437306702137, 0.036899905651807785, -0.011786389164626598, -0.0023663814645260572, 0.002667433815076947, -0.0452919565141201, 8.39896150323897e-33, 0.002912971656769514, -0.044386301189661026, -0.01697990484535694, -0.007775286678224802, 0.029083477333188057, 0.022881297394633293, 0.0227215439081192, 0.014358272776007652, -0.056707289069890976, 0.02331925928592682, -0.00436239643022418, 0.011374753899872303, -0.04966623708605766, 0.03263513371348381, 0.009918581694364548, -0.032699134200811386, 0.016927596181631088, -0.049001406878232956, 0.008967255242168903, -0.006050071679055691, 0.015488972887396812, 0.008254053071141243, -0.013765002600848675, 0.010838174261152744, 0.02554049715399742, 0.06170007959008217, -0.005953961983323097, 0.03192412853240967, 0.01634642481803894, 0.015191810205578804, -0.003200134029611945, 0.00782856997102499, 0.0008312733261846006, 0.0034101903438568115, 0.003164608497172594, 0.01288733258843422, -0.01661725901067257, -0.024295615032315254, 0.0017876370111480355, -0.01361730694770813, 0.02510582096874714, 0.0073675354942679405, 0.011917900294065475, 0.02764018625020981, 0.02066621370613575, 0.017205026000738144, -0.013424241915345192, -0.020321199670433998, -0.026885071769356728, 0.0008234235574491322, 0.01124308817088604, 0.011101899668574333, 0.007592551875859499, -0.017042670398950577, 0.01022727508097887, -0.020040111616253853, -0.030389495193958282, 0.012018673121929169, -0.012803814373910427, 0.007620032411068678, -0.01627192273736, -0.005423345137387514, -0.016498811542987823, 0.0011848325375467539, -0.044502705335617065, 0.010427464731037617, 0.00020619876158889383, 0.011930492706596851, -0.006428805645555258, -0.010026919655501842, -0.016188107430934906, 0.016400067135691643, -0.005261717364192009, 0.016008704900741577, 0.005269823130220175, -0.04747488722205162, -0.00486303074285388, 0.015513396821916103, -0.03480016067624092, 0.01867644302546978, -0.0002883202105294913, 0.020830614492297173, 0.01924622803926468, 0.012462431564927101, 0.001990214455872774, 0.020908448845148087, -0.014990203082561493, 0.018899016082286835, -0.004497166257351637, -0.011013618670403957, -0.02523469179868698, 0.007263950537890196, -0.020470211282372475, 0.03238272666931152, 0.0020945360884070396, -1.3951932054112604e-8, -0.03019106015563011, -0.0011448937002569437, 0.014962650835514069, 0.007274113595485687, 0.010367832146584988, 0.011711489409208298, -0.013518357649445534, 0.02979203313589096, -0.021068105474114418, 0.033214010298252106, 0.031119920313358307, -0.04355635121464729, -0.00590891158208251, 0.011068210937082767, 0.01781087927520275, -0.02732258476316929, -0.005896851886063814, -0.015389589592814445, 0.030537649989128113, -0.016395794227719307, 0.051112525165081024, 0.04679802432656288, -0.005449787247925997, 0.021981002762913704, 0.02892491966485977, -0.01805202104151249, -0.015631724148988724, -0.07631967216730118, -0.03695201501250267, 0.007743661291897297, 0.0060109407640993595, -0.03839080408215523, -0.039760101586580276, 0.025631247088313103, -0.013286091387271881, -0.028074845671653748, 0.01593879610300064, 0.00589184183627367, 0.013090432621538639, -0.005014592316001654, -0.014061997644603252, 0.020488036796450615, 0.008246411569416523, -0.030917063355445862, -0.03057538904249668, 0.014709112234413624, -0.03660477697849274, -0.020602738484740257, 0.025327127426862717, -0.038893554359674454, 0.020025622099637985, -0.020097238942980766, 0.02677730657160282, 0.04563921317458153, 0.011776069179177284, 0.002576452912762761, 0.003353398758918047, -0.031243765726685524, -0.04637270048260689, 0.012349986471235752, 0.03321032598614693, 0.05805996060371399, -0.02342136576771736, -0.014981602318584919 ]
environment-matters-a-lot
https://markhneedham.com/blog/2008/12/15/environment-matters-a-lot
false
2008-12-12 00:34:17
JUnit Theories: First Thoughts
[ "theory", "junit" ]
[ "Java" ]
One of my favourite additions to http://www.testingreflections.com/node/view/5736[JUnit 4.4] was the @Theory annotation which allows us to write parameterised tests rather than having to recreate the same test multiple times with different data values or creating one test and iterating through our own collection of data values. Previously, as far as I'm aware, it was only possible to parameterise tests by using the http://testng.org/doc/[TestNG] library which has some nice ideas around grouping tests but had horrible reporting the last time I used it. To create parameterisable tests using Theories we need to write some code like the following: [source,java] ---- import org.junit.Test; import org.junit.experimental.theories.DataPoints; import org.junit.experimental.theories.Theories; import org.junit.experimental.theories.Theory; import org.junit.runner.RunWith; @RunWith(Theories.class) public class SomeTest { @Theory public void testTheNewTheoriesStuff(int value) { // test which involves int value } public static @DataPoints int[] values = {1,2,3,4,5}; } ---- The 'testTheNewTheoriesStuff' Theory is then executed with each of the values defined in the values array decorated with the @DataPoints annotation. The error message reported for a failure is reasonably good and makes it quite easy to figure out which one of the data points causes the problem. An example error message for an assertion which failed inside a theory might look like this: [source,text] ---- org.junit.experimental.theories.internal.ParameterizedAssertionError: testTheNewTheoriesStuff(values[1]) ---- It's 0 indexed so this error message tells us that there was an error when running the theory with the 2nd data point, therefore allowing us to go and work out why that's the case and fix it. This approach is actually particularly useful for testing the scope in which classes we pull from a dependency injection container are available from in our application. Another potential use for this would be to test the edge cases of our classes - perhaps this would work best if we can randomise the data it uses. This seems to be more the approach Microsoft are taking with the the http://research.microsoft.com/Pex/[Pex] framework, a similar idea in the .NET space.
null
null
[ -0.010738995857536793, -0.020353805273771286, -0.015321881510317326, 0.0484204925596714, 0.0655740275979042, 0.03452654927968979, 0.027314642444252968, 0.005801126826554537, 0.022328220307826996, -0.034440480172634125, -0.003465432208031416, -0.04101767763495445, -0.06559775024652481, 0.010036168619990349, -0.0354580320417881, 0.07177069038152695, 0.06565260887145996, -0.009344581514596939, 0.040602754801511765, 0.00126400007866323, 0.014281187206506729, 0.050928451120853424, -0.030546575784683228, 0.04898462072014809, 0.043674908578395844, -0.00008665765926707536, 0.05195638909935951, -0.0008579707355238497, -0.013667005114257336, -0.0014179886784404516, 0.02141212485730648, 0.020057905465364456, 0.017856605350971222, 0.019921086728572845, 0.0061461734585464, -0.007180006243288517, -0.015059677883982658, 0.027974765747785568, 0.006090147886425257, -0.012313947081565857, -0.06973721832036972, 0.03336648270487785, -0.002387292915955186, 0.020340222865343094, -0.04726405814290047, 0.011375965550541878, -0.03823390603065491, -0.013922307640314102, -0.02283019758760929, 0.030723629519343376, -0.07397957146167755, 0.058575332164764404, -0.03741532191634178, 0.00017046801804099232, 0.014639703556895256, 0.06130931153893471, 0.004194807261228561, -0.09263648092746735, 0.05339007452130318, -0.06855262070894241, -0.02341313846409321, -0.004334575030952692, -0.02592514455318451, 0.06053874269127846, 0.004931353032588959, -0.014220135286450386, -0.012356833554804325, 0.03644513711333275, -0.04435151442885399, -0.03186343237757683, -0.04250369593501091, -0.008121238090097904, -0.01604633405804634, -0.018449684605002403, 0.02013816125690937, -0.041938841342926025, -0.03110647387802601, 0.039977483451366425, 0.015860602259635925, 0.019632922485470772, -0.0183562021702528, -0.03254661336541176, 0.04237249121069908, -0.01744747720658779, 0.030856581404805183, -0.018430249765515327, -0.04926887899637222, -0.0277352686971426, -0.045142464339733124, 0.08286881446838379, 0.030691659078001976, -0.020786212757229805, -0.0251835435628891, 0.03279069438576698, 0.015248517505824566, 0.015983914956450462, -0.00029838341288268566, -0.02000761590898037, -0.004468942526727915, 0.004827742464840412, -0.03275921195745468, 0.011149688623845577, 0.031804654747247696, 0.02552788518369198, -0.06795362383127213, -0.00023990447516553104, -0.030100740492343903, -0.034548260271549225, -0.03910722956061363, 0.011158360168337822, -0.06007900461554527, 0.0048647415824234486, -0.008127568289637566, 0.022194499149918556, -0.09148649126291275, 0.05728313699364662, 0.011051503010094166, -0.011206842958927155, -0.0012572880368679762, 0.05075978487730026, 0.02484608255326748, -0.0045293355360627174, 0.02601643279194832, 0.06071494147181511, -0.018895268440246582, 0.07100684195756912, -0.031125640496611595, 0.03753542900085449, -0.02165866829454899, -0.04071938619017601, -0.001961379311978817, 0.050698213279247284, 0.022486861795186996, 0.021114828065037727, 0.023476753383874893, -0.05299551784992218, -0.010874795727431774, -0.02189147099852562, 0.018504604697227478, 0.05825793370604515, -0.01072581298649311, -0.02350596897304058, 0.0031839150469750166, -0.01204407587647438, 0.01452756579965353, 0.007542334496974945, 0.0072111207991838455, -0.032292257994413376, -0.04596482962369919, 0.015137750655412674, 0.025998666882514954, 0.061069391667842865, 0.044093262404203415, -0.015030523762106895, -0.0006679060752503574, 0.0997871458530426, 0.00011010980233550072, 0.022741613909602165, -0.010353951714932919, 0.0581323578953743, 0.05877247452735901, 0.019677145406603813, 0.025671692565083504, 0.0504610612988472, 0.054433077573776245, 0.012884944677352905, 0.010466242209076881, 0.01761866733431816, -0.022992465645074844, -0.0005174024263396859, -0.038653597235679626, -0.07571084797382355, 0.04039632901549339, -0.047995131462812424, -0.010979993268847466, 0.040986914187669754, 0.0498899407684803, -0.018945977091789246, 0.043296582996845245, 0.05027531459927559, -0.07143817842006683, 0.046325813978910446, 0.000037649519072147086, -0.00839829258620739, -0.002589100506156683, -0.017145052552223206, 0.0664873793721199, 0.02989276498556137, -0.04273210093379021, 0.048875223845243454, -0.05958085507154465, -0.08006525784730911, 0.010328364558517933, -0.01538502611219883, 0.050292693078517914, -0.034046806395053864, -0.022988030686974525, 0.09084569662809372, 0.027243176475167274, 0.013993778266012669, 0.03281349316239357, 0.018692616373300552, 0.02114354632794857, -0.03115055337548256, -0.022214548662304878, 0.052359141409397125, 0.041319772601127625, -0.05171807110309601, -0.0510542057454586, 0.014453123323619366, -0.01646585576236248, 0.009011744521558285, 0.021753495559096336, 0.006341695319861174, 0.05284912884235382, 0.037716299295425415, 0.036493245512247086, -0.010767702013254166, 0.04426175355911255, -0.05718525871634483, 0.018821053206920624, -0.0016836391296237707, -0.012990143150091171, -0.03149599954485893, -0.009976603090763092, 0.11739972233772278, 0.045404352247714996, -0.00877764355391264, -0.03254708647727966, 0.035168375819921494, 0.0076032234355807304, -0.026064930483698845, 0.03145070746541023, -0.026290101930499077, 0.01900497078895569, 0.0073752389289438725, -0.016926134005188942, 0.014532702043652534, 0.02339676208794117, -0.025430969893932343, 0.009235439822077751, 0.0486285462975502, -0.05148066580295563, 0.06799078732728958, 0.026737481355667114, 0.005444889888167381, 0.014163210988044739, -0.03716922551393509, -0.07619408518075943, 0.00924232043325901, 0.02112310566008091, -0.01559872180223465, 0.02325878106057644, -0.019781477749347687, -0.06955627351999283, -0.029724938794970512, -0.036241304129362106, -0.026205994188785553, 0.027512947097420692, 0.06635157763957977, 0.0020248135551810265, -0.018734527751803398, -0.014618095010519028, -0.006413234397768974, 0.010835775174200535, -0.06826426088809967, 0.013854051008820534, 0.042416010051965714, 0.0016888044774532318, 0.057947225868701935, 0.020673761144280434, 0.019900619983673096, 0.011255758814513683, 0.03923793137073517, -0.048591554164886475, -0.011765201576054096, 0.014461916871368885, -0.0008582114824093878, -0.05526075139641762, -0.005028617102652788, -0.04651182144880295, 0.036397043615579605, -0.03683067485690117, -0.033613815903663635, 0.04255662485957146, -0.06274615973234177, 0.012145846150815487, -0.049762193113565445, -0.0630687028169632, 0.02383112534880638, 0.03513037785887718, 0.046686530113220215, -0.013988595455884933, -0.013771656900644302, 0.07501382380723953, -0.004757478833198547, 0.009372943080961704, 0.03305156156420708, -0.0033885487355291843, 0.03190796077251434, -0.006230252794921398, 0.011213497258722782, 0.04050872474908829, 0.026720823720097542, 0.006997470743954182, -0.03670608252286911, 0.011722019873559475, -0.025243230164051056, -0.27321532368659973, 0.02482348307967186, -0.020712820813059807, -0.045881833881139755, 0.008021121844649315, -0.024035850539803505, 0.03641372174024582, -0.05553075298666954, -0.016070762649178505, 0.02432548627257347, -0.021663179621100426, -0.05334731936454773, -0.01892070472240448, 0.06282739341259003, -0.029991649091243744, -0.012736859731376171, -0.008751160465180874, -0.018823012709617615, 0.027841364964842796, 0.04546624794602394, 0.0047278497368097305, -0.0655762106180191, -0.016168132424354553, 0.0679282397031784, 0.009012259542942047, 0.04043091833591461, -0.08308729529380798, 0.04914313927292824, -0.022540777921676636, -0.028775429353117943, 0.02884121984243393, -0.047040048986673355, -0.03029198944568634, -0.04705549031496048, -0.007638085633516312, -0.023629354313015938, -0.0040979846380651, -0.038635775446891785, 0.0004196446679998189, 0.04996566101908684, -0.06058284640312195, -0.052252914756536484, -0.018653087317943573, 0.030369244515895844, 0.03222161531448364, 0.0031969775445759296, -0.05798627436161041, 0.015905722975730896, -0.033515289425849915, 0.056585270911455154, -0.05270113795995712, 0.001594459405168891, -0.013320798054337502, -0.021811936050653458, -0.04711872711777687, -0.029852304607629776, -0.00003966830263379961, -0.0012696535559371114, -0.034177619963884354, -0.0350651852786541, -0.004785121884196997, -0.05819159373641014, -0.025985322892665863, -0.056317053735256195, -0.051405031234025955, -0.062130458652973175, -0.04193492233753204, 0.008673829026520252, 0.06190713495016098, 0.01678355224430561, -0.039664048701524734, -0.021626243367791176, 0.0086964787915349, -0.11825603991746902, 0.008739042095839977, -0.03012797422707081, -0.017190568149089813, -0.03116018697619438, -0.040099069476127625, 0.08921251446008682, -0.012757121585309505, -0.005349311977624893, 0.044164467602968216, 0.008885852992534637, 0.040358271449804306, -0.02032266929745674, -0.007755397818982601, -0.0055473363026976585, 0.033698685467243195, -0.005142903421074152, 0.04395658150315285, -0.017916681244969368, 0.009521047584712505, -0.021721579134464264, -0.0006988084060139954, 0.0370832122862339, 0.002797920722514391, -0.0000919640006031841, 0.0038649672642350197, 0.014820353128015995, 0.014612146653234959, -0.04388897866010666, 0.024583321064710617, -0.012539271265268326, -0.010906504467129707, -0.00937073677778244, -0.04207330569624901, 0.03871385008096695, -0.039525460451841354, 0.03524167835712433, -0.0062397317960858345, -0.032207224518060684, -0.018971189856529236, -0.0034642303362488747, -0.01779280975461006, -0.028025038540363312, 0.010148138739168644, 0.03746916726231575, -0.023205319419503212, -0.01377774402499199, -0.05881862714886665, -0.00966524239629507, 0.022327665239572525, -0.037832293659448624, -0.019272008910775185, -0.04697813838720322, 0.0017812862060964108, -0.061905380338430405, 0.015261556021869183, 0.0030637597665190697, -0.028043944388628006, 0.027727613225579262, 0.03166574239730835, -0.010156313888728619, 0.007299818564206362, -0.04072457551956177, -0.04033903777599335, 0.0052372757345438, -0.009937162511050701, -0.020126063376665115, 0.0058784401044249535, 0.008562946692109108, 0.02065621316432953, 0.012505894526839256, 0.055492550134658813, -0.021326199173927307, 0.0316133089363575, 0.001371071906760335, 0.028009062632918358, 0.024510834366083145, 0.05625941604375839, -0.05963806435465813, 0.0201287679374218, -0.025757506489753723, -0.03272499889135361, -0.013787639327347279, 0.022622203454375267, -0.018883369863033295, -0.020610801875591278, -0.05529582127928734, 0.026951296254992485, -0.030555887147784233, -0.025169292464852333, 0.0007257201941683888, -0.0295207928866148, 0.07374104112386703, -0.04206906631588936, 0.05981661379337311, -0.019449278712272644, -0.04747478663921356, -0.02789745293557644, -0.042201146483421326, -0.008901091292500496, 0.05893188342452049, -0.005734614562243223, -0.015149147249758244, 0.03721991926431656, -0.010888872668147087, 0.02468143031001091, 0.03207068145275116, -0.009730902500450611, -0.012226940132677555, -0.0012550359824672341, 0.018158068880438805, 0.017748650163412094, -0.004446845967322588, -0.013534171506762505, -0.0011744264047592878, -0.016906872391700745, -0.013372844085097313, -0.03800445422530174, -0.007965791039168835, -0.012453758157789707, 0.07484409213066101, -0.028553431853652, -0.05522098019719124, 0.030910750851035118, 0.004360716789960861, 0.03662796691060066, 0.007125162985175848, -0.023183461278676987, 0.0012995459837839007, -0.0226587001234293, 0.024612216278910637, 0.06993398070335388, -0.02975727990269661, -0.02087867446243763, -0.008595539256930351, 0.022339094430208206, 0.025796834379434586, -0.01027138251811266, -0.05636455491185188, -0.00795549526810646, 0.02258474752306938, -0.003956242930144072, -0.008714000694453716, 0.0038016783073544502, -0.05284690484404564, 0.02684180438518524, -0.004992092959582806, -0.0026736960280686617, 0.026713592931628227, -0.004057007841765881, -0.03226398304104805, -0.021242087706923485, -0.00603254372254014, -0.001937601249665022, -0.009158739820122719, 0.027859661728143692, -0.01018208172172308, 0.024260882288217545, -0.03197844699025154, 0.05064408853650093, 0.027105936780571938, 0.015343272127211094, -0.018080154433846474, -0.0022993723396211863, 0.04299323260784149, 0.037654440850019455, -0.001523648272268474, 0.013723085634410381, -0.02301446907222271, 0.005101115442812443, -0.006645502056926489, -0.028095122426748276, -0.0007483810768462718, -0.010111147537827492, -0.017073653638362885, 0.030109869316220284, 0.06187594681978226, -0.0028358118142932653, 0.02116374485194683, -0.02544269524514675, -0.02511737309396267, 0.06350620090961456, -0.04037875682115555, -0.0194514449685812, -0.03049761988222599, -0.05295534059405327, -0.018488509580492973, 0.016006318852305412, 0.016371654346585274, -0.03047315403819084, 0.037224091589450836, 0.0045973449014127254, 0.02525663562119007, 0.008504967205226421, 0.0035081226378679276, 0.04983946308493614, -0.07763824611902237, -0.0018393140053376555, -0.08072704076766968, -0.0028057170566171408, 0.04720073193311691, 0.019915753975510597, 0.027699526399374008, -0.045087262988090515, -0.05430971831083298, 0.0388285256922245, -0.039093952625989914, -0.0074669113382697105, 0.021169601008296013, -0.005904730409383774, -0.0198726337403059, 0.026811158284544945, -0.02811059169471264, 0.034807540476322174, 0.012824825942516327, -0.03356415778398514, -0.021909184753894806, -0.012074276804924011, 0.019416077062487602, 0.0610373392701149, 0.013979356735944748, -0.0015322674298658967, 0.047711703926324844, 0.06978138536214828, 0.007999375462532043, 0.03618451580405235, 0.015120896510779858, -0.029472969472408295, 0.059609685093164444, 0.05539519712328911, 0.011127793230116367, 0.013502644374966621, 0.00853754673153162, -0.002417241455987096, -0.03673149645328522, 0.06539641320705414, 0.010613316670060158, -0.020529309287667274, -0.0304566603153944, 0.04604358226060867, 0.014638062566518784, -0.048390407115221024, -0.04645463451743126, -0.00789258535951376, -0.03535589575767517, -0.01900085061788559, -0.005863337777554989, 0.0034907322842627764, -0.013979561626911163, 0.05969226732850075, -0.016965731978416443, 0.0033041713759303093, 0.0467267669737339, 0.016682201996445656, -0.0036820373497903347, -0.04447449371218681, 0.08439327776432037, 0.06526754796504974, 0.015877697616815567, 0.035061608999967575, 0.04313020035624504, -0.012567338533699512, -0.05039732903242111, 0.018518716096878052, -0.00840357318520546, -0.014502257108688354, -0.03545054420828819, 0.015094153583049774, 0.06107392907142639, 0.01438254676759243, 0.07453939318656921, -0.028795335441827774, 0.053914010524749756, -0.00031110196141526103, 0.055353011935949326, 0.03744100034236908, 0.001953293103724718, -0.028729353100061417, 0.020534005016088486, 0.00529894232749939, -0.04871869459748268, -0.008698205463588238, -0.029901327565312386, -0.012509633786976337, 0.059664495289325714, -0.01619555614888668, 0.007817947305738926, 0.02725696563720703, 0.05442345142364502, 0.05200885981321335, -0.029795756563544273, -0.007172237616032362, 0.028670577332377434, 0.015399531461298466, 0.026746781542897224, -0.033121027052402496, -0.025880087167024612, -0.03298422694206238, -0.01606641337275505, -0.012680151499807835, 0.0017910877941176295, -0.044270455837249756, -0.06692491471767426, 0.023503027856349945, -0.021717874333262444, 0.006183171644806862, 0.04503680020570755, 0.01088268868625164, -0.04073844477534294, -0.06624216586351395, -0.043374668806791306, -0.014399087056517601, -0.04960613325238228, 0.0054403203539550304, 0.01443199347704649, -0.02376904897391796, -0.015503981150686741, -0.0022393318358808756, -0.021654119715094566, -0.017562713474035263, 0.04445770010352135, -0.03684292361140251, -0.02557867020368576, 0.03022717498242855, -0.00018713960889726877, 0.042075734585523605, 0.01392441801726818, 0.04777785763144493, 0.014244778081774712, -0.013413872569799423, -0.004917145241051912, -0.013263472355902195, 0.03337477892637253, -0.011021055281162262, 0.03487218916416168, -0.0720222145318985, -0.019519297406077385, 0.017178544774651527, -0.0031582785304635763, -0.03077067993581295, 0.029543673619627953, -0.01644088514149189, -0.027438566088676453, 0.023314446210861206, 0.014193507842719555, -0.017948566004633904, -0.017225047573447227, -0.04559832438826561, -0.006771066226065159, -0.008186961524188519, 0.03322627767920494, -0.02525213733315468, 0.07306808233261108, 0.017880231142044067, -0.027728145942091942, -0.0009942520409822464, 0.0010687130270525813, 0.005930077284574509, -0.00024865809245966375, -0.01733430102467537, -0.06753607094287872, -0.08244115114212036, -0.044525451958179474, -0.00363798881880939, 0.03045421652495861, -0.033747006207704544, -0.0119185671210289, -0.009872091002762318, 0.034624870866537094, -0.07662825286388397, 0.026304613798856735, -0.025500502437353134, 0.04013388603925705, -0.04354409500956535, -0.04016867280006409, 0.02625669166445732, 0.0051489644683897495, 0.0026712692342698574, 0.03199363499879837, 0.012757188640534878, -0.05101882293820381, -0.020533762872219086, -0.03401840850710869, 0.056954722851514816, 0.036865416914224625, -0.02112380973994732, -0.0087990527972579 ]
[ -0.09918949753046036, -0.010805023834109306, -0.030232634395360947, -0.026378151029348373, 0.04044729471206665, -0.02601979486644268, 0.01373628806322813, 0.029127055779099464, -0.008787675760686398, -0.04601466655731201, 0.016949322074651718, -0.07040517032146454, -0.009525245055556297, 0.009270251728594303, 0.07281658053398132, -0.029633162543177605, -0.018560277298092842, -0.02272038906812668, -0.014232964254915714, 0.016118215397000313, 0.048057280480861664, 0.0010262219002470374, -0.01687106490135193, -0.03846783563494682, 0.031004533171653748, 0.05755506828427315, 0.06036266312003136, -0.05579646676778793, 0.0012388674076646566, -0.21854600310325623, 0.004634362179785967, -0.017684953287243843, 0.012880264781415462, -0.028383074328303337, -0.025597121566534042, 0.07374842464923859, 0.056518446654081345, 0.018746277317404747, 0.01008581556379795, 0.02419811673462391, -0.011354388669133186, 0.03459082171320915, -0.034360263496637344, -0.04436226189136505, 0.01933722198009491, -0.0006102088373154402, -0.005113471765071154, -0.03230796381831169, -0.01497562788426876, -0.0018370372708886862, -0.03422414883971214, -0.03813830763101578, 0.00428926944732666, -0.022889643907546997, -0.006282624322921038, 0.017942555248737335, 0.06296217441558838, 0.07702865451574326, 0.019373631104826927, 0.03286009281873703, 0.03346862643957138, 0.00937745627015829, -0.12884235382080078, 0.0529337152838707, 0.02172202616930008, 0.017138121649622917, -0.007392177823930979, -0.023090416565537453, 0.00645541213452816, 0.06584958732128143, -0.00000535278013558127, 0.017885422334074974, -0.009103755466639996, 0.06390995532274246, 0.014517794363200665, 0.012609446421265602, 0.0044546169228851795, 0.006275784224271774, 0.07084282487630844, -0.05865785479545593, -0.08358887583017349, -0.020170502364635468, 0.019079232588410378, 0.005493977107107639, -0.010997273027896881, 0.02268645167350769, -0.021098598837852478, 0.03562108054757118, 0.03474874049425125, 0.031157422810792923, 0.04443651810288429, 0.015215265564620495, 0.004976291675120592, 0.0008461389224976301, -0.05916919931769371, -0.008381959982216358, -0.02125726453959942, -0.011208020150661469, -0.042963892221450806, 0.4103715717792511, -0.02879931405186653, -0.009233536198735237, 0.026971451938152313, 0.05482263118028641, -0.04161905497312546, -0.016982652246952057, -0.029304124414920807, -0.08878932148218155, 0.024291638284921646, -0.023843277245759964, 0.009574154391884804, -0.006887637544423342, 0.02649487368762493, -0.06313905119895935, -0.0018922612071037292, 0.008874200284481049, 0.0335640124976635, 0.01253785565495491, -0.021742790937423706, 0.03250750154256821, -0.029459528625011444, -0.016345588490366936, 0.0184700358659029, -0.011857912875711918, 0.01881456933915615, -0.05882643535733223, -0.025536207482218742, 0.051710095256567, 0.037169888615608215, -0.02546262927353382, 0.012851210311055183, -0.03692617639899254, -0.11190085113048553, -0.019676221534609795, -0.01784389652311802, 0.02176062762737274, 0.07235121726989746, -0.024238212034106255, 0.00014331967395264655, 0.04540874436497688, 0.023641332983970642, -0.009500110521912575, 0.015569079667329788, -0.028956985101103783, -0.08402763307094574, 0.0858391597867012, -0.008468301966786385, -0.02375497668981552, 0.023033946752548218, -0.03509794920682907, 0.015141400508582592, 0.02664612978696823, -0.04850101098418236, -0.03238135948777199, 0.024471916258335114, 0.02635820582509041, 0.04284006729722023, 0.014583880081772804, -0.025684941560029984, 0.0024330681189894676, -0.03499199077486992, -0.014862187206745148, -0.06558526307344437, 0.055432192981243134, 0.044799190014600754, -0.04855150356888771, -0.04560060426592827, 0.013405662961304188, 0.02218133583664894, -0.07657130807638168, 0.018879318609833717, 0.03420983999967575, -0.034840021282434464, -0.023503977805376053, 0.01305723562836647, -0.017989056184887886, -0.0018594334833323956, 0.01239974144846201, 0.027605516836047173, 0.05045470595359802, 0.04796529933810234, 0.02488435059785843, -0.048442110419273376, 0.014278869144618511, -0.013978836126625538, -0.07898802310228348, -0.03558792918920517, -0.017264259979128838, -0.02087271586060524, -0.0008556317770853639, -0.02350183017551899, -0.020714320242404938, -0.09211020916700363, 0.08560856431722641, -0.037879351526498795, -0.057305291295051575, 0.04249490052461624, -0.020705826580524445, -0.01877586543560028, -0.012864779680967331, 0.00481385225430131, 0.03653131425380707, 0.01759888231754303, 0.05439962446689606, -0.05958614498376846, 0.04505964741110802, 0.06438828259706497, -0.034949637949466705, 0.05688153952360153, -0.008817018009722233, -0.03629079461097717, -0.03660937771201134, -0.008998913690447807, 0.03382711112499237, -0.01738637499511242, 0.01255185529589653, 0.01077259425073862, 0.028800413012504578, 0.029105214402079582, 0.014300834387540817, -0.041744500398635864, -0.012712127529084682, -0.022896433249115944, -0.34859439730644226, -0.07298317551612854, 0.016097361221909523, -0.04228562116622925, 0.046550553292036057, -0.009934821166098118, -0.014475742354989052, 0.009658211842179298, -0.0014857940841466188, -0.006751870736479759, 0.053136080503463745, -0.02853461727499962, -0.020318934693932533, -0.0939386636018753, 0.014427480287849903, -0.021622519940137863, -0.05828765034675598, -0.04137800633907318, -0.02989567071199417, 0.012038582004606724, -0.015590687282383442, -0.024209903553128242, 0.0015946101630106568, -0.06264875829219818, 0.04347852244973183, -0.02131194993853569, 0.07814683765172958, 0.0033747514244168997, 0.07412265986204147, -0.05210574343800545, 0.013315905816853046, 0.01959432289004326, 0.005565199069678783, -0.0814938172698021, 0.018395937979221344, -0.04943295940756798, -0.06307094544172287, 0.024970727041363716, 0.021425288170576096, -0.04145121946930885, -0.02459968999028206, 0.040267933160066605, -0.04577026888728142, -0.0795891284942627, -0.026415375992655754, 0.009338063187897205, -0.026914263144135475, -0.021939415484666824, 0.014632691629230976, 0.05002272129058838, 0.0030889289919286966, -0.019586268812417984, 0.0282666627317667, 0.009105703793466091, 0.011546074412763119, -0.03673549368977547, -0.09174353629350662, 0.019596345722675323, 0.013327281922101974, -0.016565542668104172, 0.036047786474227905, 0.09176906943321228, 0.025016648694872856, -0.0391545295715332, -0.010898523963987827, -0.02663172222673893, -0.005317706149071455, -0.03012654185295105, 0.04117317125201225, -0.014251147396862507, -0.023123515769839287, 0.10574180632829666, -0.00852061714977026, -0.012856234796345234, 0.03078075684607029, 0.04590330272912979, 0.008886058814823627, -0.008269151672720909, 0.03976323828101158, 0.01929512433707714, 0.010715062730014324, 0.02620038576424122, 0.029991133138537407, -0.009830202907323837, -0.05183763802051544, 0.06121627986431122, -0.010474755428731441, -0.05104139447212219, 0.09280566871166229, -0.019675003364682198, -0.026995088905096054, 0.005079824943095446, -0.016293706372380257, -0.005791580770164728, 0.06787732988595963, 0.02735198475420475, -0.23199866712093353, 0.019661562517285347, 0.043589700013399124, 0.055449165403842926, -0.005017229821532965, 0.04674617946147919, 0.03310383856296539, -0.07240285724401474, -0.0001930191501742229, -0.006909210700541735, 0.03710443526506424, 0.032500602304935455, 0.037504494190216064, -0.014285529963672161, 0.029306067153811455, 0.0012904847972095013, 0.039294298738241196, 0.0045933653600513935, 0.03570881485939026, -0.006419637240469456, 0.015500501729547977, -0.014883466064929962, 0.19101785123348236, -0.010654202662408352, -0.0038610605988651514, 0.03442607447504997, 0.02896093763411045, -0.011366326361894608, 0.09682397544384003, 0.014243386685848236, 0.012435195967555046, -0.009726686403155327, 0.08698508888483047, -0.010610498487949371, 0.025249777361750603, -0.04898221045732498, -0.02191244438290596, -0.0008668297086842358, 0.02327696420252323, -0.010294167324900627, 0.04186888411641121, 0.009582918137311935, -0.03996109217405319, 0.023330599069595337, 0.08377475291490555, 0.04666844755411148, 0.00548310112208128, -0.04204833507537842, -0.061104390770196915, 0.01453863549977541, -0.01239482406526804, -0.0586153045296669, -0.010527272708714008, -0.008982622995972633, -0.01427232101559639, 0.07978981733322144, 0.05674232542514801, -0.022664545103907585, -0.03248031437397003, 0.0013713587541133165, -0.0027193082496523857, 0.013709553517401218, 0.12103816121816635, 0.02732137404382229, 0.06209387630224228 ]
[ 0.018011365085840225, 0.02893652394413948, -0.0045212735421955585, 0.013987037353217602, 0.021963167935609818, 0.0171147882938385, -0.007264717482030392, 0.015583280473947525, 0.012630864046514034, -0.021300237625837326, -0.04852769523859024, 0.012288786470890045, 0.019524332135915756, -0.013545677065849304, 0.03376557677984238, -0.000017222937458427623, -0.0015116601716727018, 0.01089391764253378, 0.033303916454315186, -0.0030574609991163015, -0.02621346153318882, 0.016039427369832993, 0.014550138264894485, -0.01996489241719246, -0.01102138590067625, -0.0013292981311678886, -0.029009656980633736, -0.0016956180334091187, 0.019648142158985138, -0.13250721991062164, -0.03327210247516632, -0.012119407765567303, -0.05964569374918938, 0.0029172757640480995, -0.01844339817762375, -0.003376131411641836, 0.006710633635520935, 0.0029645985923707485, -0.008648863062262535, 0.0021916241385042667, 0.007380880881100893, 0.002463576616719365, 0.02031712606549263, 0.006711109075695276, -0.005284210201352835, -0.0002447017468512058, -0.03223703056573868, -0.03731115534901619, -0.0018135329009965062, -0.026958126574754715, -0.03923948109149933, -0.03127669915556908, 0.018407247960567474, 0.011368012987077236, 0.005793135613203049, -0.02369212917983532, 0.029600035399198532, -0.035164520144462585, 0.009765075519680977, -0.012537517584860325, 0.015104323625564575, -0.011793828569352627, -0.011329550296068192, -0.018965020775794983, -0.013205966912209988, -0.03141855448484421, 0.021074093878269196, -0.007590994238853455, 0.01307205855846405, -0.026621492579579353, -0.04194315895438194, 0.0277527067810297, -0.03083892911672592, -0.0029799933545291424, 0.0367378368973732, 0.046710867434740067, 0.007366652600467205, -0.005665112286806107, 0.03474612534046173, -0.004173490218818188, -0.03771567344665527, -0.006743991281837225, 0.009401468560099602, 0.007524734828621149, 0.0022873040288686752, -0.016794009134173393, 0.011494293808937073, -0.012799520045518875, -0.006093537900596857, 0.005858339369297028, -0.01957092061638832, 0.02129022777080536, -0.028398558497428894, 0.06308669596910477, -0.07164106518030167, 0.020682459697127342, -0.021526090800762177, -0.027393722906708717, 0.004942626226693392, 0.8450334072113037, 0.012710685841739178, 0.04259205982089043, 0.029544994235038757, 0.029532790184020996, 0.001965060830116272, -0.020264463499188423, -0.022674189880490303, -0.03628122806549072, 0.04368089139461517, -0.026672961190342903, 0.020629791542887688, -0.0008926658192649484, 0.040015120059251785, 0.015316778793931007, -0.00940244272351265, -0.011957990936934948, -0.0038030724972486496, 0.02813941426575184, 0.00026140784029848874, 0.002440329408273101, 0.0318111851811409, -0.01212368719279766, 0.022770123556256294, -0.020204471424221992, 0.04423285648226738, -0.15089643001556396, -0.027083050459623337, -8.497077812650198e-33, 0.07527794688940048, -0.011845266446471214, 0.018187275156378746, 0.03824653476476669, -0.001999324420467019, 0.0047118086367845535, 0.009942288510501385, 0.03399161621928215, 0.041871972382068634, -0.05619671568274498, 0.005762618035078049, -0.04922878369688988, 0.007950890809297562, -0.04889369010925293, 0.02092442661523819, -0.0193081833422184, -0.0016811055829748511, 0.010296274907886982, -0.0027829150203615427, 0.02994413673877716, 0.026505757123231888, 0.06897715479135513, -0.01335985492914915, -0.03382124751806259, 0.0034664173144847155, 0.027955083176493645, 0.031085319817066193, 0.01786736398935318, -0.022805077955126762, -0.028563303872942924, 0.011633707210421562, 0.004187531769275665, -0.01154392771422863, 0.02934887260198593, 0.02944960445165634, -0.06930866092443466, 0.013626967556774616, 0.00843657087534666, -0.007975706830620766, -0.028741613030433655, -0.03511514142155647, 0.011786756105720997, 0.00037172462907619774, -0.002937585348263383, -0.030073808506131172, -0.031347405165433884, 0.003472978249192238, 0.04115033522248268, 0.03667605295777321, -0.016097400337457657, -0.02456161193549633, 0.011794070713222027, 0.03613588586449623, -0.03029799647629261, -0.015445781871676445, 0.027034012600779533, 0.00501086562871933, -0.007612924557179213, -0.008673422038555145, 0.024198545143008232, -0.02980748750269413, 0.00901416689157486, -0.012213286012411118, 0.02931327186524868, -0.006600916851311922, -0.00767720490694046, -0.005872838199138641, -0.043498314917087555, 0.0445399209856987, 0.022542735561728477, -0.032364003360271454, 0.0006911187665537, -0.029874341562390327, -0.00037986307870596647, 0.002449742052704096, -0.05038588121533394, 0.029147280380129814, 0.008886532858014107, -0.005229039583355188, 0.012977621518075466, 0.03305129334330559, -0.03865872696042061, 0.011768211610615253, -0.015037193894386292, 0.007259392645210028, -0.019003279507160187, -0.008251167833805084, -0.0024091629311442375, 0.030959459021687508, -0.04013476520776749, 0.04060862213373184, 0.04822854325175285, -0.022990399971604347, -0.01950504258275032, -0.0025468096137046814, 8.800508169427955e-33, -0.002223857445642352, 0.0018556432332843542, -0.04689324274659157, 0.015600621700286865, 0.05043933168053627, -0.027556531131267548, 0.0018819608958438039, 0.01319899968802929, -0.06643292307853699, 0.02782912366092205, -0.03415418043732643, -0.006802352145314217, -0.02028239145874977, -0.005178101360797882, 0.015818310901522636, -0.024894604459404945, 0.023458702489733696, -0.05406711623072624, 0.03317632898688316, 0.028383908793330193, 0.0009294721530750394, 0.0184311643242836, 0.021915609017014503, 0.0019969537388533354, 0.018619520589709282, 0.010652128607034683, -0.03646529093384743, 0.004900170955806971, 0.010411355644464493, -0.01537369191646576, 0.031265079975128174, -0.015585530549287796, 0.014150779694318771, -0.014740139245986938, -0.0053770155645906925, 0.008663534186780453, 0.012398265302181244, -0.013000348582863808, 0.020715419203042984, 0.02518470399081707, 0.04588203877210617, -0.002184926997870207, -0.006774367298930883, 0.011769616976380348, 0.039678700268268585, -0.0003720542590599507, 0.003724063280969858, 0.00666498439386487, 0.0035081207752227783, 0.011280310340225697, -0.027065247297286987, 0.004218631889671087, 0.02819150686264038, 0.002982674166560173, 0.0031369938515126705, -0.009985542856156826, -0.02085297182202339, 0.011411713436245918, -0.007671396713703871, 0.07484346628189087, -0.016935313120484352, 0.02197667397558689, -0.010964404791593552, 0.026971913874149323, -0.03945824131369591, 0.029630813747644424, -0.04633194953203201, -0.01579873263835907, -0.01920614391565323, 0.021983273327350616, -0.042291440069675446, 0.007654679007828236, -0.005945195909589529, 0.02020404115319252, 0.06086326017975807, -0.021592475473880768, -0.021065007895231247, 0.00022906303638592362, 0.017280589789152145, 0.004737182054668665, -0.0001484858657931909, -0.00949830561876297, 0.002717651193961501, -0.022608133032917976, 0.010723894461989403, -0.011669880710542202, -0.008665752597153187, 0.06678103655576706, -0.007945891469717026, -0.03239094465970993, -0.00019584682013373822, 0.0063932472839951515, 0.018478864803910255, -0.001692283316515386, -0.0032601039856672287, -1.3837273549199836e-8, 0.015103871002793312, 0.007531299721449614, 0.0007071550935506821, 0.033759523183107376, -0.011060962453484535, -0.011142224073410034, -0.021650437265634537, -0.034042105078697205, -0.007440871559083462, 0.015684442594647408, 0.006912637036293745, 0.03747190535068512, -0.026017554104328156, -0.0034001863095909357, 0.006620071828365326, -0.0666327178478241, -0.0024055379908531904, 0.01343364454805851, 0.010568998754024506, 0.054200299084186554, 0.03230674937367439, 0.0389614999294281, -0.018867716193199158, 0.011667524464428425, 0.023719148710370064, 0.0045336042530834675, 0.03099951334297657, -0.06181234121322632, -0.0005603324971161783, 0.00641945656388998, -0.012593436054885387, -0.031418077647686005, -0.045432526618242264, -0.024415044113993645, -0.0441986583173275, 0.02272745594382286, -0.00543017266318202, 0.03547409921884537, 0.04178338497877121, -0.0013803878100588918, -0.014278646558523178, -0.017176926136016846, 0.004215741530060768, -0.017306162044405937, -0.006599866319447756, -0.01587141864001751, -0.046812865883111954, -0.019698843359947205, 0.029359180480241776, -0.03130887821316719, -0.005676046945154667, -0.0063370526768267155, -0.002096346812322736, -0.009912746958434582, -0.0030767074786126614, 0.022302288562059402, 0.011867907829582691, -0.008296017535030842, -0.046900007873773575, -0.017695989459753036, 0.060708437114953995, -0.014569655992090702, -0.01717112958431244, -0.017059437930583954 ]
junit-theories-first-thoughts
https://markhneedham.com/blog/2008/12/12/junit-theories-first-thoughts
false
2008-12-22 21:39:22
Testing First vs Testing Last
[ "tdd", "testing" ]
[ "Testing" ]
I recently posted about http://www.markhneedham.com/blog/2008/11/28/tdd-suffering-from-testing-last/[my experiences of testing last] where it became clear to me how important writing the test before the code is. If we view the tests purely as a way of determining whether or not our code works correctly for a given set of examples then it doesn't make much difference whether we test before or after we have written the code. If on the other hand we want to http://www.lostechies.com/blogs/jimmy_bogard/archive/2008/12/18/getting-value-out-of-your-unit-tests.aspx[get more value out of our tests] such as having them the tests act as documentation, drive the design of our APIs and generally prove useful reading to ourself and others in future then a *test first approach is the way to go*. Testing last means we've applied http://www.code-magazine.com/article.aspx?quickid=0805061&page=2[assumption driven development] when we wrote the code and now we're trying to work out how to use the API rather than driving out the API with some examples. In a way writing tests first is applying the http://c2.com/xp/YouArentGonnaNeedIt.html[YAGNI] concept to this area of development. Since we are only writing code to satisfy the examples/tests that we have written it is likely to include much less 'just in case' code and therefore lead to a simpler solution. Incrementally improving the code with small steps works particularly well for keeping the code simple. As http://blog.scottbellware.com/2008/12/testing-and-reverse-engineering.html[Scott Bellware points out], the costs of testing after the code has been written is much higher than we would imagine and we probably won't cover as many scenarios as we would have done had we taken a test first approach. I think we also spend less time thinking about exactly where the best place to test a bit of functionality is and therefore don't end up writing the most useful tests. Obviously sometimes we want to just try out a piece of code to see whether or not an approach is going to work but when we have gained this knowledge it makes sense to go back and test drive the code again. As has been said many times, TDD isn't about the testing, it's much more.
null
null
[ 0.017709195613861084, 0.007300920318812132, -0.002248117933049798, 0.05375869199633598, 0.08389897644519806, 0.0021279496140778065, 0.017782624810934067, 0.044023506343364716, 0.017596902325749397, -0.029069291427731514, -0.0024870485067367554, 0.00654017785564065, -0.05179572477936745, -0.0013864020584151149, -0.028945015743374825, 0.07704494893550873, 0.06866861879825592, -0.019940605387091637, 0.05122574418783188, -0.0064542475156486034, 0.03672308102250099, 0.054677966982126236, -0.007347365841269493, 0.02851482667028904, 0.03824049234390259, 0.023770591244101524, 0.006819652393460274, -0.020257171243429184, -0.07581065595149994, -0.022061176598072052, 0.032394975423812866, -0.00856746081262827, 0.007303490303456783, -0.0004127592546865344, 0.007594455499202013, -0.002451081294566393, -0.017647812142968178, 0.024522069841623306, 0.0018962292233482003, 0.008146298117935658, -0.07082755118608475, 0.01794620417058468, -0.014467188157141209, 0.013180245645344257, -0.054339371621608734, 0.013670727610588074, -0.016007186844944954, -0.015019585378468037, -0.0023176823742687702, -0.008443616330623627, -0.05584505945444107, 0.056859202682971954, -0.01689773239195347, 0.007706260774284601, 0.004390331916511059, 0.05912420526146889, 0.03880453482270241, -0.07105634361505508, 0.012524791061878204, -0.037148937582969666, 0.017830314114689827, 0.002139371819794178, -0.007062063552439213, 0.06118490919470787, 0.04444738104939461, -0.02199697680771351, -0.0029790722765028477, 0.04640384763479233, -0.03551750257611275, -0.002596356673166156, -0.012371765449643135, 0.012450037524104118, -0.023178987205028534, -0.009855405427515507, 0.012448105029761791, -0.009900923818349838, -0.0062458752654492855, 0.051449090242385864, 0.015880411490797997, 0.04874039441347122, -0.024628404527902603, 0.010083368979394436, 0.015822147950530052, 0.0013626995496451855, -0.02323359064757824, -0.025286708027124405, 0.021489117294549942, -0.005407659336924553, -0.03993474319577217, 0.06971574574708939, 0.013687086291611195, -0.06021527200937271, 0.030108211562037468, 0.04379900172352791, -0.013135622255504131, 0.0019598305225372314, 0.028528202325105667, 0.02121557481586933, -0.0043367124162614346, -0.009227314963936806, -0.03442640230059624, -0.03588730841875076, 0.03018578141927719, 0.006847533397376537, -0.07929368317127228, -0.009414313361048698, -0.040170714259147644, -0.0073303417302668095, -0.014920699410140514, 0.01205738727003336, -0.026271894574165344, 0.02421709895133972, -0.018520455807447433, 0.003349624341353774, -0.07339473068714142, 0.061268407851457596, -0.00022041417832951993, -0.03524711728096008, -0.00593273201957345, 0.016012558713555336, 0.030459508299827576, 0.0231145229190588, 0.006791760679334402, 0.08164684474468231, 0.014614027924835682, 0.03670290857553482, -0.014824616722762585, 0.051575787365436554, -0.00913462694734335, -0.047096967697143555, -0.010714659467339516, 0.04154657572507858, -0.025943880900740623, 0.012035535648465157, 0.011863218620419502, -0.011676832102239132, 0.011192183941602707, -0.013034760020673275, 0.040578704327344894, 0.06001746281981468, -0.026449209079146385, -0.045587796717882156, 0.024191556498408318, 0.010324203409254551, 0.007309543900191784, 0.010396295227110386, -0.01280190795660019, -0.005586891435086727, -0.036783214658498764, 0.01763768494129181, 0.013840651139616966, 0.016830962151288986, 0.009971575811505318, -0.039714545011520386, 0.00965274590998888, 0.07689524441957474, 0.014909876510500908, 0.017638975754380226, -0.014102017506957054, 0.05177094787359238, 0.04359987750649452, 0.04030676931142807, 0.0461517795920372, 0.03350828215479851, 0.011298159137368202, 0.017453676089644432, -0.0072798458859324455, 0.03607133403420448, 0.009407227858901024, 0.015656648203730583, -0.05470268800854683, -0.0601033940911293, 0.058523960411548615, -0.06367873400449753, -0.020604822784662247, 0.0526919923722744, 0.07331839948892593, 0.011582513339817524, 0.023478476330637932, 0.008084338158369064, -0.078155517578125, 0.022376542910933495, 0.021594326943159103, 0.016237061470746994, 0.0026475919876247644, -0.03322342410683632, 0.07985789328813553, 0.03458447381854057, -0.01813492365181446, 0.02263140119612217, -0.07530444860458374, -0.07957945019006729, -0.027753178030252457, -0.029721494764089584, 0.06718460470438004, -0.03732839226722717, 0.004310893826186657, 0.07722542434930801, 0.018914777785539627, 0.06376967579126358, 0.03426238149404526, 0.0016789549263194203, 0.014875532127916813, -0.03844373673200607, -0.02059728465974331, 0.0590350516140461, 0.057698387652635574, -0.025360865518450737, -0.054719481617212296, 0.0031227010767906904, 0.0048525370657444, 0.003977867309004068, 0.028159739449620247, 0.0005060609546490014, 0.024598032236099243, 0.023221377283334732, 0.08924288302659988, -0.02031543478369713, 0.07911264151334763, -0.07772992551326752, 0.00336115388199687, -0.01529462169855833, -0.004610888194292784, 0.003343036165460944, 0.0055857934057712555, 0.104237399995327, 0.04685976728796959, -0.06917095184326172, -0.034746214747428894, -0.003510157810524106, 0.019454779103398323, -0.03854794800281525, -0.00985288992524147, -0.011116361245512962, -0.005328376777470112, 0.0031763988081365824, -0.0672493577003479, -0.021878205239772797, 0.00946786068379879, -0.01834949664771557, 0.01939447782933712, 0.067581906914711, -0.019647376611828804, 0.04425869509577751, -0.019507694989442825, -0.01744735613465309, -0.00720560597255826, -0.005940998438745737, -0.06013574078679085, 0.0024113536346703768, 0.02052956447005272, -0.019549833610653877, 0.05052998661994934, -0.021043770015239716, -0.04651935026049614, -0.01377158984541893, -0.03722744807600975, 0.023807691410183907, 0.03803909197449684, 0.06401929259300232, -0.01642801985144615, 0.04338202252984047, 0.014596443623304367, 0.02416502870619297, 0.0021716575138270855, -0.05336446315050125, -0.0395229235291481, -0.02202785760164261, -0.01061418280005455, 0.06576548516750336, -0.0012189412955194712, 0.0316145233809948, 0.036383528262376785, 0.014594823122024536, -0.03156876936554909, -0.014341399073600769, 0.039132729172706604, 0.017120108008384705, -0.025075988844037056, -0.026173269376158714, -0.03379036486148834, 0.03573613241314888, -0.03645152971148491, -0.03121327981352806, 0.014319774694740772, -0.08139700442552567, 0.060571715235710144, -0.07327672839164734, -0.061627697199583054, 0.0063534812070429325, 0.03259344771504402, 0.03960242494940758, -0.005024867132306099, 0.02891109138727188, 0.09016893059015274, 0.004076972603797913, 0.015748925507068634, -0.010589838027954102, 0.011072279885411263, 0.026174509897828102, -0.005736733321100473, -0.028694450855255127, 0.029534464702010155, -0.0000986366139841266, 0.016450854018330574, -0.051799941807985306, 0.02756943739950657, -0.021263282746076584, -0.28222739696502686, 0.03718522563576698, -0.0029083986300975084, -0.05290718004107475, 0.03381755203008652, -0.005830856505781412, 0.009315202943980694, -0.05044177547097206, -0.02365943416953087, 0.0476062037050724, -0.04540197178721428, -0.047510452568531036, -0.02741338685154915, 0.040215905755758286, -0.022576795890927315, 0.0068240356631577015, 0.03157379850745201, -0.017021887004375458, 0.026229260489344597, 0.05463961511850357, 0.0006998837925493717, -0.08382070809602737, 0.0030529433861374855, 0.04211186617612839, 0.03698476776480675, 0.05902474746108055, -0.09839431196451187, 0.06485684961080551, -0.040103472769260406, -0.006475432310253382, 0.018037782981991768, 0.008683981373906136, 0.015584112145006657, -0.03371208906173706, -0.02496577985584736, -0.014632966369390488, 0.03854157775640488, -0.0025619748048484325, -0.010089621879160404, 0.01922057941555977, -0.012822977267205715, -0.026553690433502197, -0.024269485846161842, 0.007456792052835226, 0.06715677678585052, -0.010081208311021328, -0.06221422180533409, -0.01353780459612608, -0.02007143758237362, 0.0849229097366333, -0.043194204568862915, -0.01835181936621666, -0.010335979983210564, 0.027565842494368553, -0.020845666527748108, -0.04598630592226982, 0.01866101287305355, -0.016462422907352448, -0.025476403534412384, -0.033457037061452866, -0.03431198373436928, -0.03274994716048241, -0.0022767435293644667, -0.05824253708124161, 0.009097084403038025, -0.06472009420394897, -0.03760864585638046, -0.0050511653535068035, 0.06351836770772934, 0.004969524685293436, -0.014212659560143948, 0.013089098036289215, 0.008357078768312931, -0.10855890810489655, -0.001792742870748043, -0.013894996605813503, -0.02213306538760662, -0.02245248481631279, -0.007844650186598301, 0.06163954734802246, -0.029992444440722466, -0.04822544381022453, 0.03672216460108757, 0.006937043741345406, 0.012071290984749794, -0.00027071015210822225, 0.02086463011801243, 0.01717437617480755, -0.009126332588493824, 0.013046560809016228, 0.07951483875513077, 0.0030107679776847363, -0.024791294708848, -0.03112928941845894, 0.022185757756233215, 0.03844445198774338, 0.03587418422102928, 0.0008886186988092959, 0.012674516998231411, 0.01846879906952381, 0.00999161135405302, -0.04923485592007637, 0.04923368617892265, -0.022090613842010498, 0.009295720607042313, -0.02828120067715645, -0.04641977325081825, 0.03041769377887249, 0.020237620919942856, 0.03909071534872055, -0.023285921663045883, -0.02170839160680771, -0.021269122138619423, -0.029606860131025314, -0.0431140698492527, -0.023605989292263985, 0.013968819752335548, 0.025188975036144257, -0.03809400647878647, -0.014691456221044064, -0.04392462968826294, -0.010278659872710705, -0.00787074863910675, -0.010140401311218739, -0.03669868782162666, -0.05217582732439041, -0.009411003440618515, -0.010550804436206818, 0.017320649698376656, 0.0280853770673275, -0.008297251537442207, 0.04451964423060417, -0.002645599190145731, -0.04188963398337364, 0.0044698468409478664, -0.0031630350276827812, -0.044090814888477325, -0.008993064053356647, 0.015738701447844505, -0.012322654947638512, 0.009157789871096611, 0.0010820240713655949, -0.0010573632316663861, 0.02596469037234783, 0.03637738525867462, -0.004921930376440287, 0.0311123114079237, -0.029137348756194115, 0.006805374287068844, -0.0004911322612315416, 0.02626185677945614, -0.06479647755622864, 0.021502122282981873, -0.03846730291843414, -0.03894025832414627, -0.03066188283264637, 0.039858847856521606, -0.01531689241528511, -0.05371127650141716, -0.027114128693938255, -0.009573621675372124, -0.06395483762025833, -0.04004434123635292, -0.030962809920310974, 0.030821414664387703, 0.06090051308274269, -0.01421476062387228, 0.023222818970680237, -0.01614898443222046, -0.017405571416020393, -0.001285914913751185, 0.007541522849351168, -0.0492604523897171, 0.023049362003803253, 0.01811228320002556, -0.016629314050078392, -0.007281011901795864, -0.008805432356894016, 0.06425106525421143, 0.004760298877954483, -0.0014754324220120907, -0.027532920241355896, 0.019582558423280716, 0.03615768626332283, 0.029296519234776497, -0.023806946352124214, 0.004545556381344795, 0.0070513165555894375, -0.029422221705317497, -0.014796537347137928, -0.03523287549614906, -0.032202135771512985, 0.014667682349681854, 0.04802606254816055, -0.0413111075758934, -0.06828448176383972, 0.04053875058889389, 0.012283203192055225, 0.016552524641156197, 0.01928137056529522, -0.006831660866737366, -0.01806371659040451, -0.012809423729777336, 0.02891596406698227, 0.05276154354214668, -0.049951471388339996, 0.018315983936190605, 0.005150094162672758, -0.008996580727398396, 0.013598711229860783, 0.010071616619825363, -0.05823977291584015, -0.038854535669088364, -0.003978438209742308, -0.017161840572953224, -0.042325735092163086, -0.004263705108314753, -0.024970341473817825, 0.014970765449106693, -0.015922358259558678, -0.022000551223754883, -0.016190627589821815, 0.00012637262989301234, -0.019636889919638634, -0.022270092740654945, 0.01991066336631775, -0.027085604146122932, 0.005205902270972729, 0.030480824410915375, -0.03575173392891884, 0.009868410415947437, -0.02277716062963009, 0.02365092933177948, 0.022441864013671875, -0.03166293725371361, -0.028553102165460587, -0.0394744798541069, -0.00037212244933471084, -0.008791064843535423, 0.03196750953793526, -0.009024364873766899, -0.0376114621758461, -0.04553866386413574, -0.005716732703149319, -0.03363272547721863, 0.01115671917796135, -0.03242350369691849, -0.02779792807996273, 0.036713555455207825, 0.08480248600244522, 0.027981676161289215, 0.0367547906935215, -0.002997522009536624, -0.02165578491985798, 0.04192274063825607, -0.07300174981355667, -0.02429831773042679, -0.06634529680013657, -0.07864492386579514, 0.0004145973944105208, -0.0013453889405354857, 0.029652584344148636, -0.02895314060151577, 0.04044272378087044, 0.0029679795261472464, 0.031299300491809845, 0.03655480965971947, 0.001938969362527132, 0.0477156788110733, -0.06701327115297318, 0.020825039595365524, -0.08890804648399353, 0.013107825070619583, 0.023578070104122162, 0.005489968694746494, -0.00482266815379262, 0.01133720576763153, -0.031851187348365784, 0.04707428067922592, -0.051304612308740616, 0.00105957908090204, 0.04397602751851082, 0.003192530246451497, -0.02794533222913742, 0.016038114205002785, -0.05980416387319565, 0.02964245341718197, 0.028143949806690216, -0.033542782068252563, -0.021989738568663597, -0.011012380942702293, 0.038513749837875366, 0.035264141857624054, 0.008433060720562935, -0.02962745539844036, 0.006399915553629398, 0.05390222370624542, 0.022670874372124672, 0.0040047746151685715, 0.019499197602272034, -0.019903358072042465, 0.03348814323544502, 0.027256883680820465, 0.01387556828558445, -0.02133605256676674, 0.002731537213549018, -0.005999416578561068, -0.04451417922973633, 0.029572267085313797, 0.017657218500971794, -0.042796432971954346, -0.027084605768322945, 0.06648437678813934, 0.029596028849482536, -0.026203913614153862, -0.05015827342867851, -0.010151873342692852, -0.07113644480705261, -0.029104508459568024, -0.023106537759304047, -0.009113417938351631, -0.04854835197329521, 0.05238889902830124, -0.0016906789969652891, -0.011336841620504856, 0.0762128084897995, -0.012154358439147472, -0.003173963399603963, -0.011403271928429604, 0.09323911368846893, 0.08256269991397858, 0.06093570962548256, 0.005498452577739954, 0.053784988820552826, -0.02845475822687149, -0.02817421220242977, 0.022046785801649094, -0.0192304365336895, 0.002010679803788662, -0.03788888454437256, 0.015015318989753723, 0.028406044468283653, -0.004968971014022827, 0.06667780131101608, -0.017878010869026184, 0.0033846101723611355, -0.013430427759885788, 0.04545936360955238, 0.01790270209312439, 0.06886275857686996, -0.011757481843233109, -0.002192811109125614, -0.0034400257281959057, -0.03454088047146797, 0.028726965188980103, -0.055574510246515274, -0.010854681022465229, 0.03534841164946556, -0.0028272727504372597, 0.014841010794043541, 0.0022136380430310965, 0.028780488297343254, 0.07252354919910431, -0.03758782893419266, 0.02022828347980976, -0.028391240164637566, 0.041964467614889145, 0.0039866650477051735, -0.017866438254714012, -0.02796229161322117, -0.02841644547879696, -0.005868085194379091, -0.02113148383796215, -0.0072808172553777695, -0.013854462653398514, -0.03510632738471031, 0.06168363615870476, -0.0022229503374546766, -0.02365679293870926, 0.0389130637049675, 0.0028228010050952435, -0.038549475371837616, -0.07992850244045258, -0.04299034923315048, -0.033644385635852814, -0.05665397644042969, -0.027584189549088478, 0.038499366492033005, 0.0032203197479248047, -0.033543359488248825, -0.029204698279500008, -0.0267467200756073, -0.02710535377264023, 0.029373958706855774, -0.03934476152062416, -0.03526867926120758, 0.03156673163175583, 0.004997612908482552, 0.03559720516204834, 0.0077069965191185474, 0.023985717445611954, 0.0009329954627901316, -0.0012417319230735302, -0.036689311265945435, -0.009568672627210617, 0.04002523049712181, -0.0036604704800993204, 0.018302589654922485, -0.07000979781150818, 0.013708988204598427, 0.018790585920214653, 0.012807611376047134, -0.055319130420684814, 0.03594905883073807, -0.02574603259563446, -0.021712038666009903, 0.06310209631919861, -0.04030460864305496, 0.028888676315546036, -0.021230073645710945, -0.015396268106997013, 0.0027516870759427547, 0.028101779520511627, 0.03391321003437042, -0.011458191089332104, 0.0754447877407074, 0.0032571186311542988, -0.012544169090688229, -0.03739670291543007, -0.01706833764910698, 0.003409832948818803, -0.0012720574159175158, -0.015076611191034317, -0.045111726969480515, -0.04494677111506462, -0.06316572427749634, -0.02241566777229309, 0.006741396151483059, -0.02390776388347149, -0.03297174349427223, 0.0188958290964365, 0.030240830034017563, -0.05783804506063461, 0.03200012445449829, -0.05090337246656418, 0.04702434316277504, -0.026307199150323868, -0.02013414353132248, 0.01914071850478649, 0.014697288163006306, -0.0030049122869968414, 0.005025811959058046, 0.02450370602309704, -0.04094560816884041, -0.00314797880128026, 0.00779887055978179, 0.03359922021627426, 0.016792310401797295, -0.0006382537540048361, -0.02545733004808426 ]
[ -0.0950324758887291, 0.021848594769835472, -0.004487001337110996, -0.05580897629261017, 0.035435233265161514, -0.015469853766262531, -0.005856968462467194, 0.02741256356239319, -0.011457282118499279, -0.029037469998002052, -0.004222285933792591, -0.010213042609393597, -0.022241976112127304, 0.0028294932562857866, 0.01950269378721714, -0.008258646354079247, -0.027189379557967186, -0.07754968106746674, -0.00032321520848199725, 0.014061315916478634, 0.0065384116023778915, -0.010772799141705036, 0.005068510305136442, -0.027913613244891167, 0.026068687438964844, 0.0591847226023674, 0.017573047429323196, -0.04855363443493843, 0.01130276545882225, -0.1698104292154312, -0.007020637858659029, -0.002620259765535593, 0.026996735483407974, -0.0659094825387001, -0.020677270367741585, 0.045750945806503296, 0.031695377081632614, -0.011722138151526451, -0.0035126199945807457, 0.03404790908098221, 0.010676613077521324, 0.022196831181645393, -0.030244208872318268, -0.013004114851355553, 0.013253930024802685, 0.016621645539999008, 0.023093750700354576, -0.05915513262152672, -0.0003953526320401579, 0.032342515885829926, -0.03099006414413452, -0.04174116253852844, -0.012081491760909557, -0.03545369952917099, 0.006676770746707916, -0.018499210476875305, 0.02308783307671547, 0.07735630124807358, -0.009959475137293339, 0.030087513849139214, 0.04138672351837158, -0.03633056581020355, -0.1595948487520218, 0.0999913215637207, 0.035649560391902924, 0.0635155588388443, -0.03161805495619774, -0.0073538594879209995, -0.006352003198117018, 0.09662245959043503, -0.0020916678477078676, -0.011395209468901157, -0.02827625721693039, 0.0775722861289978, 0.023776868358254433, 0.0037485866341739893, -0.00283184926956892, 0.007121689151972532, 0.09924035519361496, -0.06733622401952744, -0.024739710614085197, -0.010557870380580425, 0.016408616676926613, 0.0074806190095841885, -0.03706932067871094, -0.02210451290011406, 0.001225765561684966, 0.030595088377594948, 0.054262202233076096, 0.023260019719600677, 0.07678283751010895, -0.06121819093823433, -0.015022587031126022, 0.027315733954310417, -0.05538907274603844, -0.03218165040016174, 0.013138361275196075, 0.009478465653955936, -0.013447683304548264, 0.39523816108703613, -0.04869220405817032, -0.018952233716845512, 0.012103754095733166, 0.029383234679698944, -0.03250764310359955, -0.024844227358698845, 0.040996700525283813, -0.03994658216834068, 0.014804652892053127, -0.023252379149198532, 0.014554089866578579, 0.022981245070695877, 0.02860378660261631, -0.006974413990974426, 0.004382111132144928, 0.019105756655335426, 0.03997108340263367, 0.0012512406101450324, 0.021799100562930107, 0.02569751814007759, 0.014735504984855652, -0.01876833289861679, 0.025439083576202393, -0.045926451683044434, -0.009114770218729973, -0.02072037197649479, 0.03656705096364021, 0.08149214088916779, 0.011257095262408257, 0.010200883261859417, 0.06981935352087021, -0.07908088713884354, -0.0708363950252533, 0.007149457465857267, 0.017242657020688057, 0.005043692886829376, 0.01845722831785679, -0.004969441331923008, 0.00627228245139122, 0.012000100687146187, 0.030292753130197525, -0.007360753137618303, 0.026926923543214798, -0.0002689309185370803, -0.028043169528245926, 0.08097879588603973, 0.009731602855026722, -0.01683807745575905, -0.024349011480808258, -0.06960465759038925, 0.048256199806928635, 0.03324391320347786, -0.022178657352924347, -0.030188782140612602, 0.026114147156476974, 0.02787363901734352, 0.051795464009046555, -0.006640793289989233, -0.048794686794281006, -0.020810462534427643, -0.03482893854379654, -0.01683972217142582, -0.06981135159730911, 0.03989164158701897, 0.02126757986843586, -0.09397921711206436, -0.035960715264081955, -0.012372538447380066, 0.02962259016931057, -0.06377395242452621, 0.009229138493537903, -0.007966083474457264, -0.03501376509666443, -0.05719676613807678, 0.02791966125369072, -0.015576859936118126, -0.019043641164898872, 0.04031987488269806, 0.03173995390534401, 0.031610067933797836, 0.04839774966239929, -0.0009489617659710348, -0.022905049845576286, -0.007895312272012234, -0.009229346178472042, -0.05773770436644554, -0.03560096025466919, -0.01103649940341711, -0.018418053165078163, -0.0048388405703008175, -0.02024025283753872, -0.07228057086467743, -0.07134657353162766, 0.04581110179424286, -0.0324569046497345, -0.005683892406523228, 0.03669259697198868, -0.022852331399917603, -0.020287994295358658, -0.03125867247581482, -0.013095584698021412, 0.010532992891967297, 0.018000788986682892, 0.04171198979020119, -0.04121582582592964, 0.07914873957633972, 0.10087286680936813, -0.08469638228416443, 0.08130251616239548, 0.03165441006422043, -0.048312265425920486, -0.046373553574085236, 0.026427531614899635, 0.022566290572285652, -0.024921759963035583, -0.03302443027496338, 0.02398107945919037, 0.022659577429294586, -0.012963604182004929, 0.06784026324748993, -0.00041176480590365827, -0.024718424305319786, 0.03339385241270065, -0.3413284122943878, -0.04416227713227272, -0.019271058961749077, -0.0032400230411440134, 0.03488942235708237, -0.07838622480630875, -0.02671527862548828, 0.027792450040578842, -0.04172952100634575, 0.002865659072995186, 0.09299451112747192, -0.0011954400688409805, 0.017300551757216454, -0.10156521946191788, -0.003526883665472269, -0.005480686202645302, -0.018538063392043114, -0.03036125935614109, -0.014198550954461098, 0.016353070735931396, -0.0436919741332531, -0.015645045787096024, 0.004434723872691393, -0.10255102813243866, 0.031232403591275215, -0.05025486648082733, 0.09518108516931534, -0.02132275141775608, 0.09760374575853348, -0.03473058342933655, 0.0010301792062819004, -0.015161327086389065, 0.02655540220439434, -0.08621936291456223, -0.009958116337656975, -0.025493325665593147, -0.006576089188456535, 0.020697366446256638, 0.021140696480870247, -0.05088859423995018, -0.02035364881157875, -0.00573156401515007, -0.04306354746222496, -0.03307677060365677, -0.06098217889666557, -0.0028322027064859867, -0.06174195185303688, -0.02850654162466526, -0.014184528961777687, 0.07382147759199142, 0.012160579673945904, 0.018950682133436203, -0.0016462223138660192, 0.012489944696426392, -0.004045737907290459, -0.025099938735365868, -0.06443072110414505, -0.010670357383787632, 0.00023508774756919593, 0.007354496046900749, 0.02564329467713833, 0.06478838622570038, 0.037693802267313004, -0.03602004051208496, -0.011402705684304237, -0.004634534008800983, -0.022108763456344604, -0.02138388901948929, 0.05732911452651024, 0.009572658687829971, -0.03344990685582161, 0.11497104167938232, -0.041634801775217056, -0.023416094481945038, 0.012602770701050758, 0.036756884306669235, -0.019972695037722588, 0.0529094822704792, 0.06475511938333511, -0.006736809853464365, -0.023550940677523613, -0.021142493933439255, 0.041142284870147705, -0.02868877910077572, 0.009133870713412762, 0.07096061110496521, -0.008923221379518509, 0.002606672467663884, 0.025530947372317314, 0.00771724758669734, -0.050549257546663284, -0.005532350391149521, -0.012482813559472561, -0.04282449930906296, 0.032625652849674225, -0.00795018207281828, -0.21870829164981842, -0.003716251580044627, 0.06516589969396591, 0.051975347101688385, -0.023284180089831352, 0.0330343060195446, 0.06422897428274155, -0.06526589393615723, -0.015273147262632847, 0.01838045008480549, 0.011778192594647408, 0.06490246206521988, 0.027079079300165176, -0.00848504900932312, 0.05496092513203621, -0.000042771345761138946, 0.047043316066265106, 0.003745385678485036, 0.011139465495944023, -0.030274732038378716, 0.019841615110635757, -0.013759230263531208, 0.17622476816177368, -0.01935861073434353, 0.023394940420985222, 0.02029736526310444, 0.04521515220403671, 0.04256391525268555, 0.10527527332305908, 0.02378029003739357, 0.03935618698596954, -0.015512559562921524, 0.04657036066055298, 0.01460811123251915, 0.020740246400237083, -0.08056022971868515, -0.04158468917012215, 0.00538678141310811, 0.030836010351777077, -0.02358056604862213, 0.03748929128050804, -0.009512877091765404, -0.007935979403555393, -0.016069140285253525, 0.09300082921981812, 0.056545186787843704, -0.014707555063068867, -0.08363857120275497, -0.09550023078918457, -0.009124970063567162, -0.04279790446162224, -0.05012498050928116, 0.011231905780732632, -0.0158685389906168, 0.02932393178343773, 0.05874267965555191, 0.016181115061044693, -0.015958409756422043, -0.009944421239197254, 0.0024193311110138893, 0.011990373954176903, 0.00717044435441494, 0.12074590474367142, 0.056454915553331375, 0.06075364723801613 ]
[ -0.02615574561059475, -0.0030883464496582747, -0.02946854569017887, 0.016029465943574905, -0.009573209099471569, 0.005583590362221003, -0.008459191769361496, 0.012470257468521595, 0.02200516127049923, 0.0023665253538638353, -0.011401941999793053, 0.010028333403170109, 0.030066002160310745, -0.0323081910610199, 0.018813446164131165, -0.012132209725677967, -0.00874268263578415, -0.012518087401986122, 0.023009177297353745, -0.01370454765856266, -0.014921396970748901, 0.024774949997663498, 0.003642856376245618, -0.001993157435208559, -0.02112167328596115, 0.0035708537325263023, 0.009559047408401966, -0.019617000594735146, 0.020807046443223953, -0.12881317734718323, -0.006498446222394705, -0.0315597802400589, -0.02263052947819233, 0.009620480239391327, -0.00790910143405199, 0.0041258810088038445, 0.04048125073313713, 0.01294782105833292, 0.020221853628754616, 0.006575581151992083, 0.008549964055418968, -0.028728406876325607, 0.010341151617467403, 0.015306559391319752, -0.0029678342398256063, -0.002637013792991638, -0.021605435758829117, -0.055494606494903564, -0.03098650649189949, -0.023685865104198456, -0.01212355587631464, -0.00017505948198959231, -0.014936629682779312, -0.0025427041109651327, -0.007956580258905888, -0.04217934235930443, 0.01689809001982212, -0.01386688556522131, 0.004413941875100136, -0.013664872385561466, 0.010308356955647469, -0.018084434792399406, -0.010029144585132599, -0.018574455752968788, -0.024516945704817772, -0.017263157293200493, -0.017150957137346268, 0.003604043275117874, -0.016562743112444878, -0.0006061346502974629, -0.024281341582536697, 0.01508969534188509, -0.01815805211663246, 0.014653335325419903, 0.017588848248124123, 0.010212103836238384, -0.002131043467670679, -0.007073421962559223, 0.033478427678346634, -0.021791649982333183, -0.029380913823843002, 0.020302709192037582, 0.02715621143579483, 0.027537090703845024, -0.007121016271412373, 0.044404491782188416, 0.03189226612448692, -0.0000016710527006580378, 0.012443596497178078, 0.003416731720790267, 0.006356836762279272, 0.0240748543292284, -0.02172342874109745, 0.028819845989346504, -0.05747075751423836, -0.016559291630983353, -0.003235782729461789, -0.039534732699394226, 0.0072209895588457584, 0.8670328855514526, -0.004699103534221649, 0.04263217747211456, 0.020757362246513367, 0.01485153753310442, -0.0009740008972585201, -0.010063166730105877, -0.0018235447350889444, -0.0015775237698107958, 0.05931777507066727, -0.05316004157066345, 0.0008231699466705322, 0.00955959688872099, 0.011699209921061993, 0.010787061415612698, -0.005288851913064718, 0.01777322217822075, -0.005776264704763889, -0.001634435262531042, -0.000725744292140007, 0.0018513182876631618, 0.039121050387620926, 0.009312069043517113, -0.009327047504484653, 0.03567417338490486, 0.03486595302820206, -0.15973927080631256, 0.013593613170087337, -9.185001351322387e-33, 0.049970027059316635, -0.004313566256314516, -0.012957185506820679, -0.014368662610650063, 0.015634089708328247, 0.002069176407530904, 0.06157795712351799, 0.038576506078243256, -0.00014287680096458644, -0.03319414705038071, 0.010667553171515465, -0.01790459454059601, -0.007175268605351448, -0.024231141433119774, 0.017458217218518257, 0.017651354894042015, -0.046545397490262985, 0.025291956961154938, -0.0004092351591680199, 0.01176170352846384, 0.04535536468029022, 0.02507527731359005, 0.004719551652669907, -0.017150111496448517, -0.021446872502565384, -0.0034979241900146008, 0.00226288428530097, 0.05833343788981438, -0.015660526230931282, -0.04651246592402458, -0.015452872030436993, 0.017825713381171227, -0.04828757792711258, -0.0031990227289497852, 0.00799162033945322, -0.031892482191324234, -0.00509361457079649, 0.018699437379837036, -0.016722064465284348, 0.00273704226128757, -0.03248900547623634, -0.00006441147706937045, -0.04231781139969826, -0.02050248719751835, -0.01717217080295086, -0.03000415489077568, -0.006946555804461241, -0.003965097479522228, 0.024706972762942314, -0.03183978050947189, 0.002698273863643408, 0.0163738913834095, 0.019495582208037376, -0.025938641279935837, -0.027863988652825356, 0.020562198013067245, -0.007429499179124832, -0.002070228336378932, 0.005080818198621273, 0.05505571886897087, 0.0016900001792237163, -0.022561604157090187, -0.02035558596253395, 0.008572150953114033, -0.02641349658370018, -0.029679760336875916, 0.012064890004694462, -0.006296846084296703, 0.01050547044724226, -0.005664408672600985, -0.011966925114393234, -0.005694701801985502, -0.01728900708258152, -0.015179579146206379, 0.03912913799285889, -0.019872160628437996, 0.02910452149808407, 0.038403186947107315, -0.013606781139969826, 0.022210296243429184, 0.03591315448284149, -0.013881140388548374, -0.00754870381206274, -0.025493908673524857, 0.017548711970448494, -0.0032887475099414587, 0.005937868729233742, -0.034961801022291183, -0.012085462920367718, -0.007629509083926678, 0.03312112018465996, 0.011453662998974323, -0.02558749169111252, -0.026850124821066856, 0.002562893321737647, 8.747738023967635e-33, -0.009809396229684353, 0.005104804877191782, -0.035360176116228104, 0.008638927713036537, -0.00038604967994615436, -0.014352469705045223, 0.04863717779517174, 0.01713574305176735, -0.0443272590637207, 0.05208593234419823, 0.00037568635889329016, -0.01540482696145773, -0.03542712703347206, 0.03843772038817406, 0.00988518912345171, -0.01872197538614273, 0.018240459263324738, -0.044329576194286346, 0.03622634336352348, -0.010226776823401451, 0.03526650369167328, 0.024577682837843895, 0.010655112564563751, -0.0027428402099758387, 0.005491348914802074, 0.03817610815167427, -0.04557761177420616, 0.02702668309211731, -0.0001999577070819214, -0.017243720591068268, 0.011813472956418991, -0.004205062985420227, 0.02200765535235405, 0.0004937562043778598, -0.021703334525227547, 0.0339142344892025, -0.016931813210248947, -0.018046051263809204, 0.005994777195155621, 0.007149923592805862, 0.014618966728448868, -0.022594965994358063, 0.023240646347403526, 0.02608857862651348, 0.03221017122268677, 0.023146750405430794, 0.009601257741451263, -0.01768973469734192, -0.019923128187656403, 0.024114372208714485, 0.011929724365472794, 0.01578511856496334, 0.018168536946177483, 0.020416900515556335, -0.009152182377874851, -0.004581891931593418, -0.03635021299123764, -0.0016083266818895936, -0.021544890478253365, 0.031858839094638824, -0.004097626078873873, 0.025065498426556587, -0.03712477535009384, 0.026844214648008347, -0.030428532510995865, -0.022759197279810905, -0.0010516403708606958, 0.021192612126469612, -0.008580269291996956, -0.010319286957383156, -0.03173188865184784, 0.004147166386246681, 0.012036746367812157, 0.02200300805270672, 0.048242997378110886, -0.04677020385861397, -0.02098509855568409, -0.013717643916606903, -0.024404257535934448, 0.013042963109910488, -0.008312150835990906, -0.015299012884497643, 0.015711715444922447, -0.010528561659157276, -0.011785074137151241, 0.04234430566430092, 0.022995073348283768, 0.029608143493533134, 0.00028948902036063373, -0.015645641833543777, -0.03464001417160034, 0.008659466169774532, 0.0033813996706157923, -0.005379020236432552, -0.00895241741091013, -1.426112916647071e-8, -0.02888300083577633, 0.0259514432400465, -0.01279009971767664, 0.013792692683637142, -0.0033198976889252663, 0.004921684041619301, -0.006575101520866156, 0.026383129879832268, -0.04260018467903137, 0.008374176919460297, 0.009692187421023846, -0.008170955814421177, 0.0003799491678364575, 0.010981936007738113, -0.028380095958709717, -0.05946030095219612, -0.04950692132115364, -0.013501186855137348, 0.03983532264828682, 0.010648555122315884, 0.02314561791718006, 0.052330657839775085, -0.019167717546224594, 0.01394327636808157, 0.028272701427340508, 0.01338566467165947, 0.031785834580659866, -0.06775889545679092, -0.01575077325105667, 0.0028386490885168314, 0.007753841578960419, -0.023125365376472473, -0.028046492487192154, -0.005406228359788656, -0.004940238315612078, -0.010984490625560284, 0.007879284210503101, 0.04754503443837166, 0.018626196309924126, 0.005301916040480137, -0.016646897420287132, -0.0033634842839092016, -0.007044858764857054, -0.015392472967505455, -0.017931070178747177, 0.0020894596818834543, -0.043351709842681885, -0.013930248096585274, 0.02107718028128147, -0.06348538398742676, 0.017979148775339127, -0.014130914583802223, 0.01971115730702877, 0.005809325724840164, 0.010276466608047485, 0.00613492913544178, -0.010774118825793266, -0.008422529324889183, -0.053937770426273346, -0.011910917237401009, 0.02623867243528366, 0.04683971032500267, 0.00270204059779644, -0.028419068083167076 ]
testing-first-vs-testing-last
https://markhneedham.com/blog/2008/12/22/testing-first-vs-testing-last
false
2008-12-25 09:41:50
TDD: Does it make you slower?
[ "agile", "tdd", "test-driven-development" ]
[ "Testing" ]
There have been several times where we have been writing code in a test driven way and it has been suggested that we would be able to go much quicker if we stopped writing the tests and just wrote the code. I feel this is a very short term way of looking at the problem and it does eventually come back to haunt you. One of the problems seems to be that in many organisations *only the first release of a piece of software is considered*, and in this case then yes maybe it would be quicker to develop code in a non TDD fashion. The issue you have is that the majority of the overall cost of software does not come in that first release - if we assume a total life time for a piece of software to be 3 years and the first release takes 6 months (being generous here!) then if we go at full speed in those first 6 months and don't write a good suite of tests, we leave ourselves with 2 1/2 years of maintenance hell. This is where the real cost in software lies. The end of development on a piece of software is very rarely after that first release - bugs need to be fixed, new requirements come in and changes have to be made. Without the tests in the former we are left fixing something and hoping it works - I have broken stuff in production by making changes in non test driven code unaware that it would break elsewhere. Even if we look at the development cycle of a single release, at some stage we are going to have to test the code we've written to ensure it actually works. The TDD approach to doing this encourages early testing whereas the traditional approach is to do a lot of the testing at the end. The problem with the latter approach is that any *bugs are being discovered quite a long time after the code was written* which means it will take much longer to try and identify where they came from. http://blog.m.artins.net/[Alex] has a nice post showing http://blog.m.artins.net/measuring-test-effort/[the risks we assume when deciding to cut back on testing effort]. In terms of whether or not actual development time takes longer with TDD, Microsoft http://www.m3p.co.uk/blog/2008/12/08/tdd-fewer-bugs-to-production-longer-to-write/[recently released a paper] which suggested that code written using a TDD approach takes longer to write originally but puts less bugs in production. Since the goal of software development is to get code into production I think perhaps we need to consider the http://blog.scottbellware.com/2008/12/does-test-driven-development-speed-up.html[whole period of time] from when a feature was worked on until it is in production as being development time. Clearly there are times when time is the biggest driver for when something needs to be released but the majority of the time having software with less bugs is probably preferable and TDD is helpful for achieving this.
null
null
[ 0.030391700565814972, 0.006769884843379259, -0.013340908102691174, 0.06125409156084061, 0.09456603229045868, 0.014050350524485111, 0.02277655340731144, 0.05181894078850746, 0.020741447806358337, -0.03171677887439728, -0.004288134165108204, 0.006801125593483448, -0.047685641795396805, 0.008631706237792969, -0.04373205825686455, 0.07562380284070969, 0.06766059249639511, -0.03198456019163132, 0.04332726448774338, 0.006482899654656649, 0.03538122400641441, 0.05695987120270729, 0.010213371366262436, 0.0398024283349514, 0.023687832057476044, 0.01425803080201149, -0.0083295414224267, 0.00382329267449677, -0.07511809468269348, -0.03151378780603409, 0.04328026622533798, 0.0007558915531262755, 0.0009382179123349488, -0.004018078092485666, 0.006279014516621828, 0.0005280797486193478, -0.03208129480481148, 0.03767537325620651, -0.002865221817046404, -0.01994815468788147, -0.06664371490478516, 0.03342057764530182, -0.01032757293432951, -0.004255819600075483, -0.06243463605642319, 0.015445972792804241, -0.03736520931124687, -0.005633910186588764, 0.0037494793068617582, -0.007629887200891972, -0.060172516852617264, 0.03882025182247162, -0.02638941816985607, 0.0027601420879364014, -0.017985207960009575, 0.051220498979091644, 0.036613091826438904, -0.07008665055036545, -0.0008161319419741631, -0.03407585620880127, 0.02836715616285801, -0.024292901158332825, -0.015144103206694126, 0.0410536490380764, 0.04057301580905914, -0.023696422576904297, 0.0020421757362782955, 0.03493393957614899, -0.03101773001253605, 0.008449103683233261, -0.01935615763068199, -0.008157188072800636, -0.022773070260882378, -0.014229771681129932, 0.009975769557058811, -0.03336421027779579, -0.007185784634202719, 0.048620689660310745, 0.031105224043130875, 0.041519567370414734, -0.01575271412730217, 0.023466583341360092, 0.004143086727708578, 0.019661739468574524, -0.027656979858875275, -0.02024693600833416, 0.02511931024491787, -0.01621149852871895, -0.05816696211695671, 0.06926018744707108, 0.030128054320812225, -0.05527995154261589, 0.03146243840456009, 0.048002779483795166, -0.004800570663064718, 0.02018488384783268, 0.03351951390504837, 0.02127699926495552, 0.0004219434631522745, -0.0023474611807614565, -0.014352419413626194, -0.046617280691862106, 0.006039989180862904, 0.0060975635424256325, -0.07794856280088425, -0.006960836239159107, -0.025778518989682198, -0.008170981891453266, -0.016279803588986397, 0.01042236853390932, -0.016589131206274033, 0.03219299390912056, -0.024047449231147766, 0.010351905599236488, -0.08607167750597, 0.06607187539339066, -0.0045593478716909885, -0.040674127638339996, -0.0004601156397257, 0.0020580447744578123, 0.033175546675920486, 0.02458498440682888, -0.007106779143214226, 0.084544338285923, 0.016769535839557648, 0.03968506306409836, -0.03151097893714905, 0.037393078207969666, -0.009620634838938713, -0.04710206389427185, -0.006311865523457527, 0.049515508115291595, -0.03694424405694008, -0.015200703404843807, 0.010938437655568123, -0.009724972769618034, 0.00747062498703599, -0.01741642691195011, 0.01782037317752838, 0.048280198127031326, -0.026915330439805984, -0.03379395231604576, 0.03399402275681496, 0.014636745676398277, 0.008680957369506359, -0.0002577294362708926, 0.0012634135782718658, -0.019114727154374123, -0.03361174464225769, -0.0016219016397371888, -0.0021263761445879936, 0.034046828746795654, -0.007095017470419407, -0.037240251898765564, 0.03408036381006241, 0.07903828471899033, 0.017664188519120216, 0.01630454510450363, -0.01512084249407053, 0.052631162106990814, 0.04092944413423538, 0.035173915326595306, 0.02300136350095272, 0.012235254049301147, 0.027929868549108505, 0.007229609414935112, 0.0022186031565070152, 0.03180067986249924, -0.0011926123406738043, 0.005715684499591589, -0.05338064208626747, -0.03365444019436836, 0.06483913213014603, -0.06111392751336098, -0.009398642927408218, 0.061093442142009735, 0.08127322793006897, 0.021223515272140503, 0.02021993324160576, 0.0046952045522630215, -0.08074634522199631, 0.019615521654486656, 0.02476530149579048, 0.023943498730659485, 0.012321416288614273, -0.037666380405426025, 0.06776873767375946, 0.02270185388624668, -0.015434443019330502, 0.01341281458735466, -0.08552170544862747, -0.08597622811794281, -0.0034433926921337843, -0.035023536533117294, 0.06069996580481529, -0.036432284861803055, 0.010533413849771023, 0.06417853385210037, 0.008251441642642021, 0.07448910176753998, 0.023858333006501198, 0.0010534492321312428, 0.021627921611070633, -0.0603116899728775, -0.02501162514090538, 0.05973093956708908, 0.05135525390505791, -0.012186064384877682, -0.060434840619564056, 0.017505014315247536, 0.010745182633399963, -0.004559765569865704, 0.044136401265859604, -0.0035589311737567186, 0.027416421100497246, 0.022992249578237534, 0.07981336116790771, -0.025676069781184196, 0.06074599176645279, -0.07020397484302521, -0.0013414266286417842, -0.01868213154375553, -0.02143482118844986, 0.011214429512619972, -0.00592224532738328, 0.08507639169692993, 0.05418985337018967, -0.08005701005458832, -0.021408624947071075, 0.00892751757055521, 0.010397876612842083, -0.031878698617219925, -0.012644032016396523, -0.012292773462831974, 0.005751223769038916, 0.006663347594439983, -0.07019367069005966, -0.0200446005910635, 0.007081368938088417, -0.04176013544201851, 0.020472628995776176, 0.05894358456134796, -0.008535199798643589, 0.05454153195023537, -0.02761518768966198, -0.010452082380652428, -0.0025521840434521437, -0.00013191881589591503, -0.044981978833675385, -0.004152476787567139, 0.012823814526200294, -0.014084800146520138, 0.04416859894990921, -0.012341352179646492, -0.03708874434232712, -0.03531723469495773, -0.023621518164873123, 0.016518792137503624, 0.03679374232888222, 0.061090823262929916, -0.017138788476586342, 0.04130556806921959, 0.012211191467940807, 0.03416747599840164, -0.0017393773887306452, -0.06759881228208542, -0.04598284512758255, -0.008026705123484135, -0.009609246626496315, 0.04625261202454567, -0.013652498833835125, 0.028953982517123222, 0.02700342796742916, 0.014299552887678146, -0.021735023707151413, -0.011137943714857101, 0.046378739178180695, 0.020307185128331184, -0.02923666313290596, -0.012989928014576435, -0.018966136500239372, 0.042476069182157516, -0.03245947137475014, -0.032050829380750656, 0.006828840356320143, -0.06078430265188217, 0.055157627910375595, -0.08898232132196426, -0.0437481515109539, 0.011727150529623032, 0.019476324319839478, 0.040132228285074234, -0.011843821033835411, 0.03813128173351288, 0.08717455714941025, 0.00017707653751131147, 0.020914701744914055, -0.02157428115606308, 0.013280990533530712, 0.025883547961711884, 0.016819313168525696, -0.007955346256494522, 0.020649587735533714, 0.020805830135941505, 0.0005692819831892848, -0.040526967495679855, 0.03410664200782776, -0.025897640734910965, -0.27791571617126465, 0.0378839336335659, -0.008434457704424858, -0.05561431869864464, 0.023595815524458885, -0.0035187979228794575, 0.01803855411708355, -0.053039416670799255, -0.03281893953680992, 0.03236732631921768, -0.03705304488539696, -0.039092112332582474, -0.024248862639069557, 0.05558286979794502, -0.005408213008195162, 0.0109614422544837, 0.040828507393598557, -0.028570475056767464, -0.001986668910831213, 0.05206621065735817, 0.0002916534140240401, -0.08564799278974533, -0.00666764285415411, 0.02310323342680931, 0.04452932998538017, 0.052408941090106964, -0.08029497414827347, 0.046193405985832214, -0.051016900688409805, 0.004894596058875322, 0.0033534751273691654, 0.002304874127730727, 0.014401058666408062, -0.04949452728033066, -0.01411241851747036, -0.004380718804895878, 0.022984761744737625, -0.0055743926204741, -0.007495144382119179, 0.0009642269578762352, -0.007876205258071423, -0.03836093842983246, -0.005050533916801214, 0.007611976936459541, 0.05546826124191284, -0.0034431484527885914, -0.06850852817296982, -0.009656420908868313, -0.024956822395324707, 0.08148215711116791, -0.036110538989305496, -0.01733694039285183, -0.0048460448160767555, 0.030135031789541245, -0.03382463380694389, -0.045936740934848785, 0.01251323614269495, -0.01713530533015728, -0.022942977026104927, -0.015471015125513077, -0.04170585051178932, -0.029700608924031258, -0.011685201898217201, -0.03137550875544548, 0.018703719601035118, -0.0658000186085701, -0.04602931812405586, -0.010889623314142227, 0.06835652142763138, 0.013430151157081127, -0.017769787460565567, 0.01765027828514576, 0.005923062562942505, -0.0983772799372673, -0.003508363850414753, -0.013380521908402443, -0.033949077129364014, -0.02277977392077446, 0.0066730971448123455, 0.054659802466630936, -0.030485931783914566, -0.0549885630607605, 0.03446166589856148, 0.000718438473995775, 0.02691829763352871, 0.00014127406757324934, 0.031696151942014694, 0.022713331505656242, -0.013720450922846794, 0.010009788908064365, 0.06970224529504776, 0.003125978633761406, -0.01342278067022562, -0.029301747679710388, 0.03517210856080055, 0.01435529999434948, 0.029777033254504204, 0.0028805406764149666, 0.006130640860646963, 0.017364609986543655, -0.005738916806876659, -0.06373138725757599, 0.05329316109418869, -0.011003818362951279, -0.001758623169735074, -0.049356937408447266, -0.04900256171822548, 0.02874893881380558, 0.027444886043667793, 0.04569072276353836, -0.01378825306892395, -0.036495842039585114, -0.005346460733562708, -0.04424522817134857, -0.04867282137274742, -0.02885708585381508, 0.006184244528412819, 0.037211254239082336, -0.044102564454078674, -0.005753039848059416, -0.044006843119859695, 0.014318185858428478, -0.01760798506438732, -0.0008310567354783416, -0.04568462446331978, -0.02916419319808483, -0.010723368264734745, -0.029047807678580284, 0.01974971778690815, 0.02893655188381672, -0.012889258563518524, 0.049823369830846786, 0.0058549377135932446, -0.038689326494932175, 0.0037659744266420603, -0.011588489636778831, -0.05492932349443436, -0.018810266628861427, 0.010651959106326103, -0.01886993646621704, 0.009937293827533722, 0.01522110216319561, 0.012131764553487301, 0.014217760413885117, 0.04811452329158783, 0.014980550855398178, 0.03786013275384903, -0.027917908504605293, 0.02821052260696888, -0.00010498493065824732, 0.025423815473914146, -0.08169686794281006, 0.02251560427248478, -0.053566958755254745, -0.04251435399055481, -0.0444524884223938, 0.04119178652763367, -0.021564925089478493, -0.044561177492141724, -0.023609351366758347, -0.0037134967278689146, -0.054077960550785065, -0.05340459570288658, -0.03189876303076744, 0.04899812117218971, 0.06689168512821198, -0.010671241208910942, 0.021314797922968864, -0.009115810506045818, -0.02312302216887474, -0.011983179487287998, 0.017990615218877792, -0.06345422565937042, 0.0036682523787021637, 0.011388330720365047, -0.013010242953896523, -0.010577317327260971, -0.02525053173303604, 0.06862932443618774, 0.02198689803481102, 0.004896912723779678, -0.024852821603417397, 0.011323739774525166, 0.02619241364300251, 0.039826832711696625, -0.018014607951045036, 0.006481878459453583, -0.0000740627947379835, -0.028929509222507477, -0.01304030604660511, -0.014087771065533161, -0.030702808871865273, 0.01892860047519207, 0.03973609581589699, -0.045863207429647446, -0.06270337104797363, 0.05265948176383972, 0.02499784156680107, 0.01735638454556465, 0.010968866758048534, 0.0030137563589960337, -0.009695304557681084, -0.009241572581231594, 0.03422403708100319, 0.04980005696415901, -0.05013994127511978, 0.01663176901638508, 0.008066235110163689, 0.015148169361054897, 0.027125755324959755, -0.020204728469252586, -0.039468154311180115, -0.03878569230437279, -0.01018059067428112, -0.010243028402328491, -0.04099036380648613, -0.009197414852678776, -0.02374476008117199, 0.006941857747733593, -0.0014044295530766249, -0.043732110410928726, -0.012981534935534, -0.015599923208355904, -0.020716039463877678, -0.021532604470849037, 0.01308655459433794, -0.03639798238873482, 0.004023426678031683, 0.012191427871584892, -0.04789994657039642, 0.013071682304143906, -0.03465154394507408, 0.01661873236298561, 0.022746555507183075, -0.03346991166472435, -0.015507007017731667, -0.013185271061956882, 0.012461661361157894, 0.00955245178192854, 0.014838715083897114, -0.010283679701387882, -0.0262814462184906, -0.0270093884319067, -0.008953872136771679, -0.041871074587106705, 0.009602030739188194, -0.026484541594982147, -0.014019221998751163, 0.0214326623827219, 0.09404457360506058, 0.0167282335460186, 0.04283326119184494, 0.0034498118329793215, -0.00992851797491312, 0.04809463769197464, -0.09589067101478577, -0.018308615311980247, -0.04797487333416939, -0.07278566807508469, 0.007927087135612965, -0.004158442839980125, 0.011778287589550018, -0.015187567099928856, 0.03160650283098221, 0.013926887884736061, 0.03876102343201637, 0.03557553142309189, -0.011211837641894817, 0.049309033900499344, -0.07061052322387695, 0.021337417885661125, -0.07622130960226059, 0.009784798137843609, 0.043285731226205826, 0.021651189774274826, -0.0028581710066646338, -0.0038160874973982573, -0.027045611292123795, 0.0469156913459301, -0.03366139158606529, -0.007855461910367012, 0.03872000798583031, -0.00245693139731884, -0.020161140710115433, 0.012264059856534004, -0.0692502111196518, 0.029231902211904526, 0.022382987663149834, -0.0402328260242939, -0.042728241533041, 0.0065765962935984135, 0.03362816944718361, 0.023163169622421265, 0.02448275126516819, -0.047175563871860504, -0.006750079337507486, 0.060816071927547455, 0.010928982868790627, 0.0030250162817537785, 0.03754403069615364, -0.02165917307138443, 0.03750040382146835, 0.03756735846400261, 0.005306688137352467, -0.043275799602270126, 0.0038569753523916006, 0.010899844579398632, -0.031229905784130096, 0.02247776836156845, 0.015281294472515583, -0.02948927879333496, -0.02449757419526577, 0.06640909612178802, 0.043739426881074905, -0.0208211038261652, -0.0467974990606308, -0.007067850790917873, -0.07278628647327423, 0.0046036625280976295, -0.02367846481502056, -0.016206247732043266, -0.04650501906871796, 0.04850488901138306, 0.010250651277601719, 0.0036389227025210857, 0.07920122891664505, 0.004157664719969034, -0.006376792211085558, -0.021493155509233475, 0.08093801140785217, 0.08070821315050125, 0.054397545754909515, -0.000823274371214211, 0.054349832236766815, -0.023233897984027863, -0.03953269124031067, 0.027991294860839844, -0.00808556005358696, -0.009888573549687862, -0.03799822926521301, 0.024026766419410706, 0.026508526876568794, 0.0008148011984303594, 0.06478900462388992, -0.021758059039711952, 0.0011296169832348824, -0.003015994094312191, 0.018970061093568802, 0.013818562030792236, 0.07444072514772415, -0.0065956576727330685, -0.009500524960458279, 0.0020983736030757427, -0.02578846924006939, 0.026714453473687172, -0.06185958534479141, -0.011501150205731392, 0.03058256208896637, -0.009231070056557655, 0.007494573947042227, 0.009204575791954994, 0.020219923928380013, 0.08556783944368362, -0.039474960416555405, 0.01886495016515255, -0.03353080153465271, 0.04675784334540367, -0.005893736612051725, -0.0032115650828927755, -0.026893939822912216, -0.016189808025956154, -0.015110117383301258, -0.009754786267876625, -0.01914314553141594, -0.008776931092143059, -0.019863838329911232, 0.05994242802262306, -0.005858139134943485, -0.009964601136744022, 0.039841774851083755, 0.0021183891221880913, -0.030339300632476807, -0.0719706118106842, -0.03346943482756615, -0.043851256370544434, -0.0442848764359951, -0.016467126086354256, 0.04012766852974892, -0.009448368102312088, -0.03003763221204281, -0.009826838970184326, -0.02057517133653164, -0.02986547164618969, 0.03618421405553818, -0.053362537175416946, -0.04460588097572327, 0.0253213569521904, 0.00010751527588581666, 0.028624296188354492, 0.018366103991866112, 0.045336004346609116, -0.013256173580884933, -0.002812935970723629, -0.02098236419260502, 0.00786211434751749, 0.018656069412827492, 0.0033980926964432, 0.030190888792276382, -0.08519741892814636, 0.008131732232868671, 0.026123056188225746, 0.0004352462128736079, -0.05342777445912361, 0.051536452025175095, -0.029463158920407295, -0.023873602971434593, 0.059607356786727905, -0.031066814437508583, 0.03290111571550369, -0.04582591727375984, 0.001488689100369811, -0.0034361775033175945, 0.019773680716753006, 0.03786264732480049, -0.01719515211880207, 0.07659819722175598, 0.00023404047533404082, -0.017068274319171906, -0.04063064977526665, 0.002174483146518469, -0.009691249579191208, 0.002026344882324338, -0.002322401851415634, -0.0472896471619606, -0.04383907467126846, -0.0740877315402031, -0.0029165144078433514, -0.0007305604522116482, -0.030863791704177856, -0.0315856970846653, 0.03891032934188843, 0.029503919184207916, -0.06329703330993652, 0.019850904121994972, -0.04954443871974945, 0.02957828715443611, -0.026125468313694, -0.025853460654616356, 0.022806476801633835, 0.006071811076253653, -0.007799107581377029, 0.003826791187748313, 0.0375254824757576, -0.043620869517326355, 0.0036862664856016636, 0.009232833981513977, 0.03574223071336746, 0.026440683752298355, 0.02088906615972519, -0.00797787681221962 ]
[ -0.10921449959278107, -0.0004735020047519356, -0.00998492818325758, -0.032572098076343536, 0.051384713500738144, -0.029042214155197144, -0.04301886260509491, 0.010742343962192535, -0.012954785488545895, -0.02136378176510334, 0.014973698183894157, 0.0010343588655814528, -0.007988589815795422, -0.008410521782934666, 0.05875920504331589, 0.008615373633801937, -0.0041717528365552425, -0.11202435195446014, 0.030046256259083748, 0.021582186222076416, 0.015423755161464214, -0.02076449990272522, -0.03848091512918472, -0.03233659639954567, 0.02609720639884472, 0.04131832346320152, 0.030535200610756874, -0.03876177966594696, 0.0032074577175080776, -0.19033797085285187, 0.012585706077516079, 0.008373677730560303, 0.03354249522089958, -0.040789708495140076, 0.00492388429120183, 0.049678198993206024, 0.016164150089025497, 0.0006106611690483987, -0.01647852174937725, 0.027185911312699318, 0.016114287078380585, 0.04054135084152222, -0.06272555887699127, -0.04136894643306732, 0.010162693448364735, 0.02781565487384796, -0.00597414281219244, -0.05703875422477722, -0.010276547633111477, 0.03865637257695198, -0.06446856260299683, -0.01773521490395069, -0.0034658247604966164, -0.034907031804323196, -0.04344087839126587, 0.009333949536085129, 0.010734462179243565, 0.08070976287126541, -0.0046648732386529446, -0.0013886723900213838, 0.023808468133211136, -0.03447975590825081, -0.13388940691947937, 0.06590453535318375, 0.05949043482542038, 0.05589453876018524, -0.022561850026249886, -0.036599449813365936, -0.01958262175321579, 0.1023772582411766, 0.0009607632528059185, -0.0032101250253617764, -0.033898498862981796, 0.06306204199790955, 0.008690115995705128, -0.0013111481675878167, 0.013350559398531914, 0.021352706477046013, 0.05011575296521187, -0.04871788248419762, -0.012677036225795746, -0.0007779657607898116, -0.008280896581709385, -0.004853260237723589, -0.0459132082760334, -0.019440514966845512, -0.005260663107037544, 0.04580109938979149, 0.06695719063282013, 0.05097794532775879, 0.06002596765756607, -0.02941751666367054, 0.03685379400849342, 0.006289674434810877, -0.09499666839838028, -0.01226715836673975, 0.0105570238083601, 0.007239798083901405, -0.04953407123684883, 0.451974481344223, -0.043512240052223206, -0.01777036115527153, 0.0586516335606575, 0.022654997184872627, -0.021518344059586525, 0.015607868321239948, 0.008790921419858932, -0.029769888147711754, 0.0018773855408653617, -0.029979409649968147, 0.028550731018185616, 0.03483612835407257, 0.07550294697284698, -0.04140644147992134, -0.008894897997379303, 0.024553008377552032, 0.0025563938543200493, 0.011484812013804913, -0.007247558794915676, 0.012617421336472034, 0.009738730266690254, 0.015209142118692398, 0.03522361442446709, -0.03662198409438133, -0.017100166529417038, -0.019122811034321785, 0.03238608315587044, 0.06547114998102188, 0.002862015040591359, -0.0027458711992949247, 0.05382702872157097, -0.07033268362283707, -0.06027903035283089, 0.03106064349412918, 0.0004082577070221305, -0.006072491407394409, 0.0026361574418842793, -0.005219819489866495, -0.0006731238099746406, 0.016827119514346123, -0.004555225372314453, -0.019727716222405434, 0.034871168434619904, -0.023790985345840454, -0.03162100538611412, 0.07731325924396515, 0.031241411343216896, -0.028276508674025536, -0.02892776019871235, -0.06587903201580048, 0.02185661345720291, 0.034538764506578445, 0.009675704874098301, -0.06870049238204956, 0.03222891315817833, 0.00720124552026391, 0.08796611428260803, -0.011333434842526913, -0.07315955311059952, -0.008447790518403053, -0.00663568964228034, -0.009314366616308689, -0.06870787590742111, 0.027133552357554436, 0.04851329326629639, -0.05696669593453407, -0.003899170085787773, 0.0017834006575867534, 0.0611753836274147, -0.058717288076877594, -0.01525148842483759, 0.010824456810951233, -0.016533100977540016, -0.042214807122945786, 0.03719136863946915, -0.05349045246839523, -0.034452591091394424, 0.015461815521121025, 0.05935412272810936, 0.019523801282048225, 0.03729221597313881, 0.024585260078310966, -0.020745381712913513, 0.013594263233244419, -0.006843770854175091, -0.07865658402442932, -0.04174185171723366, 0.007910116575658321, -0.0367959700524807, -0.006291270721703768, -0.0198686420917511, -0.032395701855421066, -0.0716480240225792, 0.08229944109916687, -0.02512870542705059, -0.046279970556497574, 0.013943271711468697, 0.0031561939977109432, -0.011110200546681881, -0.0338573083281517, -0.01929192990064621, 0.008324090391397476, -0.005326941143721342, 0.020184172317385674, -0.05732756853103638, 0.06418448686599731, 0.06401122361421585, -0.07114189118146896, 0.08189816772937775, 0.0407819002866745, -0.03324756398797035, -0.043921422213315964, 0.040201008319854736, 0.011912044137716293, -0.0043612755835056305, 0.007137153763324022, -0.008378544822335243, 0.01710588112473488, 0.009976430796086788, 0.06729961186647415, -0.021319027990102768, 0.030160296708345413, 0.02913210541009903, -0.33313000202178955, -0.04213305935263634, -0.04790055751800537, 0.0029864388052374125, 0.03986271470785141, -0.05593379959464073, -0.018582820892333984, -0.01435459777712822, -0.030652912333607674, -0.003726497059687972, 0.083666130900383, 0.0005801760125905275, -0.007677772548049688, -0.10120772570371628, 0.005545393563807011, -0.02680741250514984, -0.017808398231863976, -0.009177375584840775, -0.028354357928037643, 0.008939824998378754, -0.009028635919094086, -0.021139681339263916, -0.019632695242762566, -0.07489514350891113, 0.006094340234994888, -0.04342499002814293, 0.09569025039672852, -0.05396852269768715, 0.10465269535779953, -0.029196813702583313, 0.03149684518575668, -0.001719641382806003, 0.04385019466280937, -0.10224343836307526, -0.004113554954528809, -0.003763524815440178, -0.00045177454012446105, -0.008055773563683033, -0.0018693262245506048, -0.04500293359160423, -0.03745706006884575, 0.02112092822790146, -0.05953717976808548, -0.0203543733805418, -0.058501698076725006, 0.006250372156500816, -0.04550010710954666, -0.00970018282532692, -0.03122987598180771, 0.0604545995593071, 0.01316533237695694, 0.006270165089517832, 0.01887783408164978, 0.009958330541849136, 0.027975572273135185, -0.03738453611731529, -0.08161480724811554, 0.04146095737814903, 0.025462321937084198, -0.006886230316013098, 0.03312541916966438, 0.05925838649272919, 0.03649866208434105, -0.04334867373108864, -0.01574818789958954, -0.008946620859205723, -0.0019988147541880608, -0.022009102627635002, 0.0422445572912693, -0.00590820237994194, -0.00265329098328948, 0.1208406463265419, -0.030554957687854767, -0.02098068967461586, 0.02103602886199951, 0.021919773891568184, -0.021727418527007103, 0.04048881307244301, 0.013487385585904121, -0.02725217118859291, 0.014325975440442562, -0.024317847564816475, 0.03398709371685982, -0.008942227810621262, -0.016528397798538208, 0.03502610698342323, -0.018255244940519333, -0.027655506506562233, 0.024361981078982353, 0.02373643033206463, -0.016271136701107025, 0.005217930302023888, -0.00952365342527628, -0.06095755472779274, 0.07845419645309448, 0.013095279224216938, -0.22141246497631073, 0.011932965368032455, 0.0674547329545021, 0.034388765692710876, -0.018530959263443947, 0.044918403029441833, 0.026548804715275764, -0.04335540905594826, 0.006507481914013624, 0.02285192906856537, -0.003592865774407983, 0.031834110617637634, 0.007200741674751043, -0.004763124510645866, 0.07234411686658859, -0.018608631566166878, 0.06655322760343552, -0.02550077810883522, 0.026350390166044235, -0.017724400386214256, 0.029844921082258224, -0.015230732038617134, 0.14630132913589478, -0.018048031255602837, 0.003135132137686014, 0.018200425431132317, 0.016733642667531967, 0.038798216730356216, 0.09846778959035873, 0.003796125529333949, -0.0098459767177701, 0.004801370669156313, 0.02637471817433834, 0.011090045794844627, 0.004041510634124279, -0.06568430364131927, -0.04169602692127228, 0.019750183448195457, 0.029344381764531136, 0.014263996854424477, 0.03801025077700615, -0.008456677198410034, -0.0006250335136428475, 0.015032803639769554, 0.06735449284315109, 0.02774522639811039, -0.009076608344912529, -0.050576288253068924, -0.07904521375894547, -0.003174555255100131, -0.04632798209786415, -0.03658950328826904, 0.01020893920212984, -0.0037880130112171173, 0.03686332702636719, 0.054856810718774796, 0.0398370623588562, -0.001752467593178153, -0.004369874484837055, -0.010919319465756416, -0.010976157151162624, -0.02675187774002552, 0.09274902194738388, 0.06148862838745117, 0.04773499444127083 ]
[ -0.01916511356830597, -0.028467820957303047, -0.016539093106985092, 0.0018510449444875121, -0.004438003990799189, -0.016259321942925453, -0.011719630099833012, 0.010169466026127338, 0.017278779298067093, 0.03551921993494034, -0.007961549796164036, 0.0010600948007777333, 0.006121459882706404, -0.023383814841508865, -0.00277602206915617, -0.011745482683181763, -0.04405159503221512, -0.006937603000551462, 0.04034565016627312, 0.006045179907232523, -0.029349440708756447, 0.018748866394162178, -0.017742663621902466, 0.012978756800293922, 0.005624554120004177, -0.0035900769289582968, -0.00625532865524292, -0.01827196404337883, 0.018070904538035393, -0.10131175816059113, -0.01702702045440674, 0.006253938190639019, -0.02331148460507393, 0.009961611591279507, 0.018989145755767822, -0.01058478094637394, -0.0034361633006483316, 0.018918097019195557, -0.011944965459406376, -0.011504565365612507, 0.0004989037988707423, -0.021839534863829613, 0.014858310110867023, -0.0005583387101069093, -0.0007263843435794115, -0.0115172965452075, -0.014406967908143997, -0.037520069628953934, -0.013885392807424068, -0.026897968724370003, -0.01926225610077381, -0.0012053102254867554, -0.03430887684226036, -0.014048855751752853, 0.005832280032336712, -0.025859955698251724, 0.05433986708521843, -0.0100859384983778, 0.02099953405559063, 0.019363095983862877, 0.0046708909794688225, -0.01870233193039894, -0.03207358717918396, -0.021958105266094208, -0.014543391764163971, -0.0064050802029669285, -0.005171552300453186, 0.01269957423210144, -0.03619328886270523, 0.016000419855117798, -0.02649553306400776, 0.03118959628045559, -0.016053473576903343, -0.0026945730205625296, -0.0028137261979281902, 0.002879768842831254, 0.004293529782444239, -0.010984761640429497, 0.020732836797833443, -0.03953656181693077, -0.04010108858346939, 0.0443638414144516, 0.006574773229658604, 0.002961432095617056, -0.044932492077350616, 0.030190739780664444, 0.03664644807577133, 0.007220277097076178, 0.01951960101723671, 0.014886773191392422, 0.018283164128661156, 0.04229093715548515, -0.029991136863827705, 0.018835728988051414, -0.09564530849456787, -0.03000187687575817, 0.0232015959918499, -0.03365783020853996, 0.014643228612840176, 0.8556036949157715, 0.009434464387595654, 0.03521616384387016, 0.011049519293010235, 0.016277939081192017, -0.005694190505892038, -0.0011349798878654838, 0.018963592126965523, -0.01602567546069622, 0.005496920086443424, -0.047002408653497696, 0.003697687527164817, 0.02543657459318638, 0.008525855839252472, 0.0008617697167210281, -0.009973471984267235, 0.023549340665340424, -0.03368771821260452, 0.008192607201635838, 0.02164350263774395, 0.011701337061822414, 0.043521102517843246, -0.012636786326766014, -0.020455583930015564, 0.030735870823264122, 0.027864044532179832, -0.1569824367761612, 0.009942883625626564, -8.835684837876312e-33, 0.03876076638698578, 0.0013623647391796112, -0.025200363248586655, -0.01878535933792591, 0.009960065595805645, 0.01196027360856533, 0.033499814569950104, 0.02032862789928913, 0.005862281192094088, -0.019017748534679413, 0.006184954196214676, -0.02828589640557766, -0.03521187603473663, -0.033931344747543335, 0.03579661250114441, 0.010406803339719772, -0.04855750873684883, 0.03889703378081322, -0.024774324148893356, 0.0336117148399353, 0.011409111320972443, 0.008875790983438492, -0.01383694913238287, -0.0017172332154586911, 0.006403206381946802, -0.016985101625323296, -0.005018637981265783, 0.029712747782468796, 0.003668882418423891, -0.04404621943831444, -0.024351075291633606, 0.029335511848330498, 0.00449028005823493, 0.017655478790402412, -0.014875367283821106, -0.03609320893883705, -0.023525912314653397, 0.004928933456540108, -0.014967438764870167, 0.0414096862077713, -0.01699024625122547, 0.003534647636115551, -0.04468455910682678, -0.02258281596004963, 0.010053067468106747, -0.006626243237406015, 0.0031100246123969555, 0.005635158158838749, 0.015618989244103432, -0.045085206627845764, 0.020490285009145737, -0.00536386901512742, 0.008381555788218975, -0.03615490719676018, -0.008530834689736366, 0.016473136842250824, 0.0008066100417636335, -0.012612388469278812, 0.02968931570649147, 0.07402089238166809, -0.010089320130646229, -0.011858453042805195, -0.034700822085142136, 0.02588038519024849, -0.03251317888498306, -0.012321459129452705, 0.029977036640048027, -0.03059326484799385, 0.01332039013504982, -0.017866812646389008, -0.03361969068646431, -0.03788341209292412, 0.009663613513112068, 0.021760476753115654, 0.031236892566084862, 0.017811937257647514, 0.015064859762787819, 0.054929643869400024, -0.018122194334864616, 0.021174950525164604, 0.015311616472899914, -0.005891884211450815, -0.0381593257188797, -0.03845619410276413, 0.017174985259771347, -0.0056132106110453606, -0.01281064935028553, -0.0364278219640255, -0.007189556490629911, -0.016953783109784126, 0.029796097427606583, -0.0015399958938360214, -0.0018757710931822658, -0.011204808950424194, -0.0011575387325137854, 9.00374967331719e-33, -0.008159659802913666, -0.0005430123419500887, -0.017971621826291084, -0.005506851710379124, 0.020583059638738632, -0.013190917670726776, -0.020933598279953003, 0.0014148287009447813, -0.0388544499874115, 0.03205672651529312, -0.015586103312671185, -0.0034875639248639345, -0.046427056193351746, 0.02659621089696884, 0.007956493645906448, -0.02482544630765915, 0.0660034567117691, -0.028147021308541298, -0.0009356639347970486, 0.031874462962150574, 0.03894065320491791, 0.004053728189319372, 0.009567012079060078, -0.011267924681305885, 0.01916348561644554, 0.04243633896112442, -0.03421449661254883, 0.03528058901429176, 0.0031663929112255573, -0.004131995141506195, -0.008843987248837948, 0.0104262325912714, 0.02169911377131939, 0.007856781594455242, -0.0031822111923247576, 0.019126739352941513, -0.00888984464108944, -0.012828378938138485, 0.006939368322491646, 0.034087590873241425, 0.03620905056595802, 0.011287158355116844, 0.01605932042002678, 0.038733333349227905, 0.018795421347022057, 0.04318144917488098, 0.017692185938358307, -0.03567541763186455, 0.009344922378659248, 0.01489531435072422, 0.014731161296367645, -0.0029667289927601814, 0.0227553378790617, 0.0050263917073607445, -0.0069910623133182526, -0.03491280600428581, -0.04318234324455261, -0.005881888791918755, -0.0019977493211627007, 0.033528849482536316, 0.017511198297142982, 0.029870538040995598, -0.013159097172319889, -0.003410814329981804, -0.027966009452939034, 0.002576279453933239, 0.027393488213419914, 0.03617554530501366, -0.019202807918190956, 0.00410018116235733, -0.0354035422205925, -0.014326647855341434, -0.002352875890210271, 0.024948999285697937, 0.030250627547502518, -0.03274492174386978, -0.03909684717655182, -0.02680826559662819, -0.02186986617743969, 0.016886135563254356, -0.004237402696162462, 0.016255419701337814, -0.02312599867582321, -0.01994609832763672, -0.029783541336655617, 0.0777304619550705, 0.004141351208090782, 0.031886059790849686, -0.008366022258996964, -0.019288932904601097, -0.023400835692882538, 0.003853173227980733, 0.02222040854394436, -0.01333435345441103, -0.02817920222878456, -1.397756399512673e-8, 0.011525466106832027, 0.0027960792649537325, -0.011007932014763355, 0.0022213528864085674, 0.010591700673103333, -0.0050929030403494835, 0.013589104637503624, 0.04913227632641792, -0.012553360313177109, 0.010340476408600807, 0.010547444224357605, 0.0023976287338882685, 0.0011623486643657088, 0.00889186654239893, -0.0036272211000323296, -0.031268227845430374, -0.0346151664853096, -0.012125402688980103, 0.016067298129200935, 0.019424952566623688, 0.03534020856022835, 0.0663326233625412, 0.0029593054205179214, 0.016729548573493958, -0.006835139822214842, -0.01403760351240635, 0.03945005685091019, -0.07931975275278091, 0.017136964946985245, 0.0069807907566428185, 0.019963020458817482, -0.007373079191893339, -0.019268836826086044, 0.016837475821375847, 0.008554892614483833, -0.023216888308525085, 0.04188428819179535, 0.04042869806289673, 0.024812618270516396, 0.03917834907770157, -0.02067507430911064, 0.016809508204460144, 0.006893216632306576, -0.022215278819203377, -0.026169104501605034, -0.015241154469549656, -0.061790890991687775, -0.020772892981767654, -0.0022956219036132097, -0.0905575379729271, 0.031053533777594566, -0.017718462273478508, -0.0016635084757581353, 0.006252284161746502, 0.007811892777681351, 0.021709909662604332, -0.0033108792267739773, 0.021304737776517868, -0.048545125871896744, -0.01402517780661583, 0.012203550897538662, 0.010476934723556042, 0.03355810418725014, -0.02432522177696228 ]
tdd-does-it-make-you-slower
https://markhneedham.com/blog/2008/12/25/tdd-does-it-make-you-slower
false
2006-09-03 15:39:06
Active listening
[ "communication", "listening", "thoughtworks", "twu" ]
[ "Communication" ]
One of the first unusual (to me) things that I noticed from the trainers at ThoughtWorks University was that when they were listening to participants they would often ask questions and re-frame the participants' comments. Intrigued and impressed by this I spoke to one of the trainers and was told that they were engaging in http://en.wikipedia.org/wiki/Active_listening['active listening']. Wikipedia defines the term as follows: |=== | Active listening is an intent "listening for meaning" in which the listener checks with the speaker to see that a statement has been correctly heard and understood. The goal of active listening is to improve mutual understanding. |=== I believe this is a very useful skill to acquire, and I certainly hope to improve my ability in this area. It reminded me of the http://en.wikipedia.org/wiki/Stephen_Covey#The_Seven_Habits_of_Highly_Effective_People[5th Habit] that Steven Covey speaks of in his book titled http://www.amazon.co.uk/7-Habits-Highly-Effective-People/dp/0684858398/sr=8-1/qid=1157273399/ref=pd_ka_1/202-7642057-1267857?ie=UTF8&s=gateway['The Seven Habits of Highly Effective People']: Seek First to Understand, Then to be Understood. Certainly easier said than done...but then again we do have two ears and only one mouth so perhaps there is a good reason for that! Browsing the http://blogs.thoughtworks.com[ThoughtWorks Blogs] yesterday evening I came across a link to an interesting site which spoke of the http://www.sklatch.net/thoughtlets/listen.html['Eight barriers to effective listening']. I found this particularly useful as not only does it point some of the common problems one can have when listening to someone else, but also suggestions as to how these can be overcome. A couple of months ago I read a book titled http://www.amazon.co.uk/Coaching-Yourself-Leadership-Peter-OBrien/dp/0874258693/sr=8-2/qid=1157272087/ref=sr_1_2/202-7642057-1267857?ie=UTF8&s=gateway['Coaching Yourself to Leadership'] - although I found it quite heavy going in places, it too touches on some listening barriers, namely: |=== | *Advising:* After hearing only a few words, you believe that you know how to solve the person's problem and you start offering advice. *Comparing:* As you listen to the other person, your insecurities get triggered, and you start comparing yourself to the person--assessing which one of you is better, more knowledgeable, more competent, etc. *Daydreaming:* You get triggered by something the other person says and you're off in your own world. You don't have a clue what the person said to you. *Derailing:* You find the subject matter uncomfortable, so you abruptly change the subject or interrupt with a joke. *Filling-in:* You don't let the other person finish her sentence; instead you finish it for her. *Filtering:* You only listen to the part of the message that is important to you, and tune out the rest. You either pay attention to things that might be emotionally threatening (and fail to hear anything good), or you only hear what is good (and fail to hear the parts that are negative). *Identifying:* You identify with what the person is telling you and swing the conversation back to yourself, telling how something similar happened to you. You become engrossed in telling your story, and don't really listen to the other person or allow her the space to continue her story. *Judging:* You make hasty judgments about people before completely listening to what they have to say. *Mind Reading:* You look for what you perceive to be the truth, and end up making assumptions that have little to do with what the person is actually saying to you. *Placating:* You want to be nice and supportive; therefore, you voice agreement with everything that is being said, even if you don't really agree. Because you don't really want to disagree, you don't listen deeply enough to fully examine the other person's viewpoint. *Rehearsing:* Rather than listening, you are mentally preparing what you are going to say. You might look interested, but you're really concentrating on planning how you're going to respond. *Sparring:* You quickly disagree with the other person because you have a strong point of view. The other person feels like she hasn't had a chance to be heard. |=== I hope this is ok to post on here - I've just written up the points straight from the book. Copyright of the author Peter O'Brien and all that. I know I do at least 3 of those, and that's being kind to myself!
null
null
[ 0.03601082041859627, -0.01513531431555748, -0.0012734571937471628, -0.012436903081834316, 0.0813366025686264, 0.024399511516094208, 0.05649309232831001, 0.028212573379278183, 0.026758838444948196, -0.028680065646767616, -0.0011344439117237926, 0.029966717585921288, -0.054485637694597244, 0.00289318710565567, -0.01801878586411476, 0.05982997640967369, 0.07037059217691422, 0.03040969930589199, 0.00493493489921093, 0.014988820068538189, 0.058494485914707184, 0.0851665586233139, 0.054029855877161026, 0.03398774936795235, 0.06507841497659683, 0.015761442482471466, 0.026148231700062752, -0.01935947686433792, -0.03540272265672684, 0.008684847503900528, 0.02616102620959282, -0.006435257848352194, 0.01409345492720604, 0.008916657418012619, 0.04052964597940445, -0.004471784923225641, 0.002078027231618762, -0.00039980324800126255, 0.009622996672987938, 0.005438949912786484, -0.086760513484478, 0.027606366202235222, -0.024612819775938988, 0.017443522810935974, -0.07137850672006607, -0.000371542148059234, -0.04490656033158302, 0.020169822499155998, 0.019938508048653603, -0.012149776332080364, -0.06510770320892334, 0.04216158762574196, 0.024092065170407295, 0.01867067441344261, 0.0027701924555003643, 0.04298301413655281, -0.011483999900519848, -0.04657749459147453, 0.008822341449558735, -0.05084296688437462, -0.01277210470288992, -0.005271434783935547, -0.01647849753499031, 0.0020616399124264717, 0.018372179940342903, -0.02569895051419735, 0.005497213453054428, 0.039977770298719406, -0.024808306246995926, 0.0063797589391469955, -0.042673151940107346, 0.01496422290802002, -0.0180638637393713, 0.01608729548752308, -0.015810901299118996, -0.05431177094578743, 0.020230811089277267, 0.05749381333589554, 0.02018958143889904, 0.02039548195898533, -0.017020033672451973, 0.03408318758010864, 0.004031043499708176, 0.029394175857305527, -0.02061215043067932, -0.07286817580461502, 0.018589254468679428, 0.003747061127796769, -0.07843885570764542, 0.0668293833732605, -0.0018114353297278285, -0.06483418494462967, 0.021475160494446754, 0.030383693054318428, 0.004900486208498478, 0.01419868879020214, 0.03850647062063217, -0.028511520475149155, -0.024017464369535446, -0.01891445182263851, -0.02485191635787487, -0.014865097589790821, -0.005010835360735655, 0.02939879707992077, -0.07214997708797455, -0.0004367241926956922, -0.007424795534461737, -0.018294814974069595, -0.012030932120978832, 0.010814516805112362, -0.03283050283789635, 0.00391438277438283, -0.004560979548841715, 0.0046968115493655205, -0.07273929566144943, 0.06218075007200241, 0.024809464812278748, -0.020951181650161743, -0.013469770550727844, 0.009143678471446037, 0.03454745188355446, 0.020131118595600128, 0.0011827527778223157, 0.05805152282118797, -0.01807992346584797, -0.020819207653403282, -0.040561243891716, 0.047958310693502426, 0.010646730661392212, -0.057359952479600906, 0.004513034131377935, 0.036986492574214935, 0.0062302034348249435, 0.0006524655036628246, -0.004713578149676323, -0.016002018004655838, 0.03512776270508766, 0.004485082812607288, 0.013700463809072971, 0.07271197438240051, 0.017697062343358994, -0.031118646264076233, 0.012611244805157185, 0.005113014951348305, 0.01783043146133423, -0.0033691490534693003, -0.03208024799823761, -0.00747842388227582, -0.04185449331998825, -0.027888556942343712, 0.004279660061001778, 0.026356607675552368, 0.03375915065407753, -0.024656111374497414, 0.02272718958556652, 0.08805298805236816, 0.03461234271526337, 0.0038196821697056293, -0.005385066848248243, 0.014408444985747337, 0.042006198316812515, 0.044750191271305084, 0.0038285895716398954, 0.026329556480050087, 0.02661537192761898, -0.017516164109110832, -0.027812864631414413, 0.042590174823999405, -0.020833278074860573, 0.004122765269130468, -0.04860984906554222, -0.020528987050056458, 0.04540323093533516, -0.03791198879480362, -0.04315878823399544, 0.024345243349671364, 0.06341765075922012, 0.02213064767420292, 0.026927882805466652, -0.004577297251671553, -0.06651094555854797, 0.024699799716472626, 0.013334826566278934, 0.01354751642793417, 0.043532032519578934, -0.03088388405740261, 0.042339079082012177, 0.048822492361068726, 0.013277275487780571, 0.055529624223709106, -0.06408380717039108, -0.08182903379201889, -0.01706586591899395, -0.0024059382267296314, 0.04011943191289902, -0.043080687522888184, 0.025872254744172096, 0.06676796078681946, 0.013693547807633877, 0.052278079092502594, 0.03832186758518219, -0.008337890729308128, -0.007784748449921608, -0.03907135874032974, -0.046771012246608734, 0.0677371546626091, 0.02659502997994423, -0.014762104488909245, -0.037622835487127304, 0.019876020029187202, -0.03219692036509514, -0.0348619781434536, 0.0524958074092865, -0.001207189867272973, 0.023331521078944206, -0.011687667109072208, 0.040960993617773056, -0.007231079041957855, 0.022748218849301338, -0.028522416949272156, 0.0010701203718781471, 0.009056564420461655, -0.018845075741410255, 0.029348410665988922, -0.0425972081720829, 0.09006261080503464, 0.032399535179138184, -0.04941585659980774, -0.06530208885669708, 0.010144520550966263, 0.046339839696884155, -0.03194320574402809, -0.003831541398540139, 0.010165502317249775, 0.037291690707206726, 0.007312982343137264, -0.04897075891494751, -0.03752712160348892, 0.02367113158106804, -0.06625060737133026, -0.0034757587127387524, 0.04363236576318741, -0.03125522658228874, 0.07434175908565521, -0.002352986251935363, -0.002840244909748435, -0.0018106860807165504, 0.004108124412596226, -0.04021396115422249, -0.00631648488342762, 0.0006951882969588041, -0.013535981066524982, 0.04726633429527283, -0.024639982730150223, -0.01563340798020363, -0.04438139870762825, -0.032650817185640335, 0.012176671996712685, 0.07285948842763901, 0.055052779614925385, -0.02405879646539688, 0.08194664120674133, -0.012218940071761608, 0.018861830234527588, 0.0062310583889484406, -0.04269637539982796, -0.015205285511910915, -0.02757698856294155, -0.0019839454907923937, -0.019363047555088997, 0.014931273646652699, 0.007768305018544197, 0.008712846785783768, 0.014883761294186115, -0.002492668805643916, 0.0025718966498970985, 0.04145921766757965, 0.005385419819504023, 0.00864508468657732, -0.013422694988548756, -0.026340503245592117, 0.055708181113004684, -0.016986733302474022, -0.008192651905119419, 0.012982162646949291, -0.0802140012383461, 0.020618773996829987, -0.05134648457169533, -0.037948690354824066, 0.01917930506169796, -0.006365619599819183, 0.04334314540028572, 0.04214707762002945, 0.011984691955149174, 0.06566748023033142, 0.005425942130386829, 0.01244668010622263, 0.0011834477772936225, -0.012228707782924175, 0.05213525518774986, 0.007066240068525076, -0.025225261226296425, 0.06589151918888092, 0.0010510688880458474, 0.0036069590132683516, -0.04946858063340187, 0.03399205952882767, -0.04392313212156296, -0.2769867181777954, 0.03755940869450569, 0.027327464893460274, -0.05790165439248085, 0.02219952642917633, -0.031784944236278534, 0.0272595826536417, -0.06318792700767517, -0.04343647509813309, 0.028219835832715034, -0.03122631274163723, -0.03277365863323212, -0.019053008407354355, 0.03746284171938896, -0.0015433600638061762, 0.020253000780940056, 0.0013212860794737935, -0.05809084698557854, 0.005158381070941687, 0.05442645028233528, 0.01390366442501545, -0.04753918573260307, -0.02277570404112339, 0.06063804030418396, 0.04559015482664108, 0.055140603333711624, -0.07932940125465393, 0.025100024417042732, -0.05485530570149422, -0.012333759106695652, -0.0009454717510379851, -0.008341738022863865, 0.008772781118750572, -0.01227493491023779, 0.0022403383627533913, -0.022779714316129684, 0.056034281849861145, -0.002624261425808072, -0.008229639381170273, -0.013687334023416042, -0.022870205342769623, -0.045175597071647644, 0.02202943153679371, 0.03429052233695984, 0.057994991540908813, 0.029737209901213646, -0.08112764358520508, -0.020833760499954224, -0.041646186262369156, 0.06838057190179825, -0.03645022213459015, -0.045770108699798584, -0.014749526977539062, 0.011921918019652367, 0.012333319522440434, -0.008525514975190163, -0.004352858290076256, -0.03242146968841553, -0.04167773947119713, -0.04136008024215698, -0.009235174395143986, -0.020265115424990654, -0.018833382055163383, -0.05288277193903923, -0.017087427899241447, -0.05970979109406471, -0.07700401544570923, -0.012887701392173767, 0.09176240116357803, 0.031899433583021164, -0.040936265140771866, 0.020964721217751503, -0.01502875704318285, -0.10687427967786789, -0.03194641321897507, 0.009092609398066998, -0.04104888066649437, 0.004360029939562082, 0.02872084081172943, 0.05160783231258392, -0.041818298399448395, -0.02979666367173195, 0.026652805507183075, 0.027637014165520668, 0.05387828126549721, -0.00934582483023405, 0.04408420994877815, 0.028270764276385307, -0.032052792608737946, 0.002533772261813283, 0.06820862740278244, 0.002854005666449666, -0.06522952020168304, -0.010699061676859856, 0.027629217132925987, 0.02236630953848362, -0.0051309093832969666, -0.01247080136090517, 0.0001352168183075264, 0.037589769810438156, 0.015565844252705574, -0.04450562596321106, 0.019625846296548843, 0.0062579018995165825, -0.016184158623218536, -0.035245563834905624, -0.07405226677656174, 0.02199389785528183, 0.04880097135901451, -0.012380672618746758, 0.007128688972443342, -0.009411544539034367, 0.021380148828029633, -0.012478066608309746, -0.008562539704144001, -0.023443449288606644, 0.0002466791193000972, 0.05742405354976654, 0.0033795495983213186, 0.005598791409283876, -0.03484959527850151, 0.0010278647532686591, -0.01955561898648739, -0.01290201023221016, -0.07246670871973038, -0.018274828791618347, -0.013861915096640587, -0.046946629881858826, -0.04290119931101799, 0.01776799000799656, -0.005119343753904104, -0.018208522349596024, 0.03941669687628746, -0.04356904327869415, 0.024244986474514008, -0.06015074998140335, -0.07213614881038666, -0.03670883923768997, -0.0010193154448643327, 0.017013156786561012, -0.022478636354207993, 0.00723533658310771, 0.0018761291867122054, 0.029789617285132408, 0.04603269323706627, 0.035610489547252655, -0.00702681066468358, -0.020733319222927094, 0.009568476118147373, 0.016148408874869347, 0.03367084637284279, -0.038342516869306564, 0.003623817814514041, -0.028953777626156807, -0.005363088566809893, 0.016278686001896858, 0.025084083899855614, -0.024810466915369034, -0.021038413047790527, -0.0070652165450155735, 0.003610021434724331, -0.06683851033449173, -0.04292680695652962, -0.025152970105409622, 0.0434999018907547, 0.059727080166339874, -0.03610403835773468, 0.00045820974628441036, -0.0016484766965731978, -0.006525416858494282, 0.014698383398354053, -0.026976607739925385, -0.044102683663368225, 0.004626698326319456, 0.008357059210538864, -0.010613844729959965, 0.006723599974066019, -0.008657019585371017, 0.02924162894487381, 0.0012800028780475259, 0.015974272042512894, -0.03614295274019241, 0.005881910212337971, -0.0017727960366755724, 0.052878487855196, 0.03173013776540756, -0.0025749814230948687, -0.004850122611969709, -0.039472516626119614, -0.024038376286625862, -0.05048373341560364, -0.004372188355773687, -0.015166569501161575, 0.004448363091796637, -0.04464152082800865, -0.06673485040664673, 0.048095885664224625, -0.004859254229813814, -0.012368210591375828, 0.019322924315929413, -0.017053574323654175, -0.014540674164891243, -0.015747202560305595, 0.021287517622113228, 0.061203841120004654, -0.06951261311769485, -0.004480205476284027, -0.003362723160535097, -0.030322445556521416, 0.015143061988055706, -0.033436596393585205, -0.037253886461257935, 0.0012101540341973305, -0.03210296109318733, 0.00804322212934494, -0.1010589450597763, -0.04586581140756607, -0.052418503910303116, 0.016142182052135468, -0.018897464498877525, 0.035007283091545105, -0.03939483314752579, -0.035641785711050034, -0.01831531524658203, -0.029684366658329964, 0.005344321485608816, -0.04674346745014191, 0.001584315556101501, 0.013385581783950329, -0.04651617631316185, -0.019944289699196815, -0.005868429783731699, 0.044080477207899094, 0.02511056326329708, -0.043019816279411316, -0.01712229661643505, -0.020082425326108932, 0.02418087050318718, 0.011554084718227386, 0.05398236960172653, 0.005373313091695309, -0.027199910953640938, -0.06091223284602165, -0.020396027714014053, -0.03542875498533249, 0.03844936192035675, -0.01760498620569706, 0.002290136646479368, 0.04447171464562416, 0.08573409169912338, 0.015900224447250366, 0.02964651770889759, -0.007678946014493704, -0.016391757875680923, 0.027699032798409462, -0.049368858337402344, -0.02224232442677021, -0.019777068868279457, -0.050554219633340836, -0.0037668319419026375, 0.020039347931742668, 0.00817042961716652, -0.046349044889211655, 0.028363551944494247, 0.01640872098505497, 0.022779555991292, 0.02349848859012127, 0.011832430958747864, 0.041373658925294876, -0.03855001553893089, 0.00921570509672165, -0.07855884730815887, -0.01932011917233467, 0.01429503783583641, 0.006074154749512672, -0.016442187130451202, -0.019467320293188095, -0.0347578302025795, 0.06705111265182495, -0.06713137030601501, -0.024890752509236336, 0.02615399844944477, -0.027001218870282173, -0.004935135133564472, 0.02950151637196541, -0.07021018862724304, 0.011429675854742527, 0.011095629073679447, -0.03455227613449097, -0.017097804695367813, -0.02325226366519928, 0.03464134410023689, -0.010437625460326672, 0.016826212406158447, -0.02535652182996273, 0.017941204831004143, 0.07573828101158142, 0.004090653266757727, 0.013470699079334736, 0.049348291009664536, -0.003132705809548497, 0.034203216433525085, 0.03996476158499718, 0.02308090403676033, -0.00728766480460763, 0.0022247792221605778, 0.0020670441444963217, -0.07506886124610901, 0.051193974912166595, -0.00837074313312769, -0.004164456855505705, -0.022419920191168785, 0.057689785957336426, 0.04011644795536995, -0.022913824766874313, -0.047985468059778214, 0.002673597075045109, -0.03826815262436867, -0.019152401015162468, 0.007828920148313046, -0.01687430590391159, -0.03517156466841698, 0.04772894084453583, 0.0019395665731281042, 0.011440383270382881, 0.05823690444231033, -0.002311952179297805, -0.0417095385491848, -0.016698896884918213, 0.10655220597982407, 0.05119369551539421, 0.07651321589946747, 0.008227084763348103, 0.08364403247833252, -0.014536748640239239, -0.04504804685711861, 0.02312113158404827, -0.0073661841452121735, -0.029509756714105606, -0.019557204097509384, 0.029801100492477417, 0.043111566454172134, -0.0023886370472609997, 0.06587056070566177, -0.02660723216831684, -0.010035473853349686, -0.018123038113117218, 0.045023564249277115, 0.04433204233646393, 0.03438388556241989, 0.027813097462058067, 0.025787003338336945, -0.032276470214128494, -0.053832974284887314, 0.04155940189957619, -0.007944097742438316, -0.0015743942931294441, 0.024165524169802666, -0.0247948057949543, 0.024596380069851875, 0.008710267022252083, 0.02380133606493473, 0.06507384777069092, -0.032097138464450836, 0.04186972975730896, -0.008971123024821281, 0.008008916862308979, -0.015383453108370304, 0.003392745740711689, -0.0007607578882016242, -0.002835312159731984, 0.003717391984537244, -0.03522966429591179, -0.034349843859672546, -0.022923104465007782, -0.0043870569206774235, 0.008907592855393887, -0.03924502804875374, 0.02402961254119873, 0.028460578992962837, 0.020458156242966652, -0.031077265739440918, -0.045696429908275604, -0.025036534294486046, -0.04327896609902382, -0.02837655507028103, 0.0005749787669628859, 0.01844589225947857, -0.010600743815302849, -0.02823951095342636, -0.007033534813672304, -0.012789548374712467, -0.04324749484658241, 0.02267378941178322, -0.06243705004453659, -0.03283010795712471, 0.007639353163540363, 0.029248788952827454, 0.03744535893201828, -0.008710604161024094, 0.04520505666732788, 0.010179735720157623, -0.0013349400833249092, -0.007994486950337887, -0.0006775592919439077, 0.03963727131485939, 0.0024134020786732435, -0.0017170628998428583, -0.0803435891866684, 0.005781628657132387, 0.021931568160653114, -0.01638105884194374, -0.05178113654255867, 0.012399060651659966, 0.05073797330260277, 0.048247870057821274, 0.04158303141593933, 0.013630391098558903, -0.024612242355942726, -0.04659711942076683, -0.011692377738654613, 0.025546861812472343, 0.005676347762346268, 0.05258188024163246, -0.02918856218457222, 0.07720483094453812, 0.014809736981987953, 0.0014096949016675353, -0.0456385537981987, -0.0063492245972156525, 0.01718941703438759, -0.038650985807180405, -0.018935447558760643, -0.044232241809368134, -0.011070214211940765, -0.08471504598855972, -0.024834640324115753, 0.04502035304903984, -0.014095328748226166, -0.034685760736465454, 0.04203587397933006, 0.00821694266051054, 0.0020656506530940533, 0.02493591420352459, -0.0412897989153862, 0.02718302793800831, -0.003448877716436982, -0.0028481062036007643, 0.013068829663097858, 0.010142755694687366, -0.003047872567549348, -0.042996544390916824, 0.01002457644790411, -0.032511141151189804, 0.009060056880116463, -0.022594215348362923, 0.03344093635678291, 0.07602524757385254, -0.022304758429527283, -0.04544099420309067 ]
[ -0.05651335418224335, 0.00985295232385397, -0.005671406164765358, -0.026319503784179688, -0.0047506000846624374, -0.007556281052529812, 0.05313432589173317, 0.016546985134482384, -0.01587514579296112, -0.04026595503091812, -0.002002713503316045, -0.03045395016670227, -0.004064891021698713, -0.012194912880659103, 0.0869733914732933, 0.030868006870150566, 0.03375403583049774, -0.07228419184684753, 0.00026008504210039973, 0.03699708357453346, -0.0405944287776947, -0.008214347064495087, -0.048118360340595245, 0.024767350405454636, 0.005563434679061174, 0.02059660106897354, 0.03644726797938347, -0.027841731905937195, 0.009148618206381798, -0.12451256811618805, 0.0066833761520683765, 0.006835569627583027, 0.06916017830371857, -0.0006937034777365625, -0.05435417965054512, 0.059356044977903366, -0.0029337897431105375, 0.02909472957253456, -0.015464868396520615, 0.05757969245314598, 0.019402185454964638, 0.026568816974759102, -0.01785173825919628, -0.036989640444517136, 0.02928738296031952, 0.04016878828406334, -0.0011872821487486362, -0.03167492523789406, -0.0024707645643502474, 0.008691216818988323, -0.07082903385162354, -0.028750576078891754, -0.019932527095079422, -0.016919272020459175, -0.013082766905426979, -0.0031043216586112976, 0.025546573102474213, 0.06303387880325317, -0.006005510687828064, 0.028853312134742737, 0.0073869419284164906, -0.0045862034894526005, -0.12631256878376007, 0.0846768394112587, -0.011491932906210423, 0.048274021595716476, -0.03091433458030224, 0.005320915952324867, -0.006071195472031832, 0.08174862712621689, 0.03114892542362213, -0.017785193398594856, 0.0038993051275610924, 0.0057312846183776855, 0.03759574145078659, 0.006221959833055735, -0.002124353079125285, 0.033396802842617035, 0.021605797111988068, -0.043746452778577805, -0.0022802413441240788, 0.006134490016847849, -0.023591378703713417, -0.04307793080806732, -0.021604860201478004, 0.006705640349537134, -0.00910360086709261, 0.013892898336052895, -0.017667550593614578, 0.03454555198550224, 0.008642368018627167, 0.02463747188448906, -0.016998618841171265, -0.0038316913414746523, -0.05504799261689186, -0.047718945890665054, -0.014415283687412739, 0.0255522932857275, -0.06558602303266525, 0.45128151774406433, -0.02440696582198143, 0.015662532299757004, 0.07637780904769897, 0.031730543822050095, -0.030860381200909615, -0.0232692938297987, 0.005009051412343979, -0.06393179297447205, 0.030371494591236115, -0.005682652350515127, 0.03289933502674103, 0.00038061439408920705, 0.04398544505238533, -0.024670809507369995, 0.02802828699350357, 0.06720808148384094, 0.09004612267017365, 0.009989894926548004, 0.0073903584852814674, -0.03816445544362068, -0.026549817994236946, -0.0020420511718839407, 0.026157045736908913, -0.021000990644097328, -0.006423330400139093, -0.07717020809650421, 0.03952906280755997, 0.04535495862364769, 0.031172826886177063, 0.004888353403657675, 0.07604455202817917, -0.0487750768661499, -0.05268178880214691, -0.016877194866538048, -0.007307426072657108, -0.010847529396414757, 0.03976985812187195, -0.011837427504360676, 0.0376468300819397, 0.06620737165212631, 0.06317202746868134, -0.046487756073474884, 0.008678746409714222, -0.03900504857301712, -0.034219469875097275, 0.12922999262809753, 0.007299423683434725, -0.05611928552389145, -0.012690802104771137, -0.009149557910859585, 0.018430914729833603, 0.007457700092345476, -0.007878240197896957, -0.05434335395693779, 0.03488913178443909, 0.009478803724050522, 0.12455964088439941, -0.025374574586749077, -0.03231301158666611, 0.0033032847568392754, 0.0065552955493330956, -0.020593464374542236, -0.04327725991606712, 0.021612007170915604, 0.09317309409379959, -0.07540038973093033, -0.039528436958789825, -0.0364239476621151, 0.017989009618759155, -0.09143645316362381, 0.011466068215668201, -0.004101341124624014, -0.03354352340102196, 0.0253331046551466, 0.031130574643611908, -0.019716592505574226, -0.04393410682678223, 0.015590310096740723, 0.02277306281030178, -0.004221672657877207, 0.03014880232512951, -0.009337344206869602, -0.044370029121637344, -0.023421693593263626, -0.06310947984457016, -0.06211699917912483, -0.0399891659617424, -0.03547687828540802, 0.0073548415675759315, 0.008158133365213871, 0.012291413731873035, -0.022908730432391167, -0.09775315970182419, 0.07652954012155533, -0.06514634937047958, -0.02782699279487133, 0.012954805977642536, -0.014018204063177109, -0.05912380665540695, 0.015311477705836296, -0.09713392704725266, -0.009192941710352898, -0.043837547302246094, 0.028681939467787743, -0.01804775558412075, 0.05735945701599121, 0.046037666499614716, -0.03767182677984238, 0.1046333909034729, 0.023012720048427582, -0.01251955609768629, -0.025703035295009613, 0.011183145456016064, 0.05585366114974022, 0.007942458614706993, -0.045541033148765564, -0.013076931238174438, 0.006906094029545784, 0.011566175147891045, 0.013676769100129604, -0.0010908597614616156, -0.036387715488672256, -0.026232970878481865, -0.3334313631057739, -0.02809780277311802, -0.010381140746176243, 0.02577757090330124, 0.03398934751749039, -0.04689042270183563, 0.040138717740774155, -0.014094400219619274, -0.0006807715399190784, 0.01707431860268116, 0.03970789164304733, 0.0004405807121656835, 0.01782943867146969, -0.047590065747499466, 0.018715348094701767, 0.028980957344174385, -0.047220032662153244, -0.024862084537744522, -0.0174407921731472, 0.0005343359080143273, 0.025529716163873672, 0.033645570278167725, -0.014080802910029888, -0.04327353835105896, -0.010226290673017502, -0.03392956405878067, 0.08075542002916336, 0.07003521174192429, 0.039324063807725906, -0.013979258947074413, 0.04216831922531128, -0.00959881953895092, 0.02572409063577652, -0.1380724012851715, -0.01757752150297165, -0.02156713604927063, 0.005034101661294699, -0.03727713227272034, 0.022140175104141235, -0.04981878027319908, -0.08927109837532043, 0.02698075957596302, -0.07874517887830734, -0.013543419539928436, -0.12506935000419617, 0.019189121201634407, -0.03324316069483757, -0.018652386963367462, -0.008152413181960583, 0.06216585636138916, 0.024424532428383827, 0.0009403036674484611, -0.01119509618729353, 0.019825028255581856, -0.039819926023483276, -0.031030980870127678, -0.12210825830698013, 0.007879180833697319, -0.03233349323272705, 0.0154276043176651, -0.014900538139045238, 0.10354175418615341, 0.04761640354990959, -0.05721836909651756, -0.014926930889487267, 0.018205709755420685, 0.0023555706720799208, 0.021367289125919342, 0.03484022617340088, -0.003063749987632036, -0.016837161034345627, 0.08184417337179184, -0.02148205041885376, -0.03354104608297348, 0.01927289180457592, 0.021512378007173538, -0.04357457906007767, -0.02918976917862892, 0.000019675713701872155, -0.0020620909053832293, 0.030572500079870224, -0.026797683909535408, 0.004062260966747999, -0.04606659337878227, -0.026001738384366035, 0.017163066193461418, 0.003064659656956792, -0.050626110285520554, 0.07195139676332474, 0.016143983229994774, 0.014006432145833969, 0.024999650195240974, -0.020143410190939903, -0.06582337617874146, 0.06935275346040726, -0.01578696258366108, -0.23371723294258118, -0.008261661976575851, 0.06972529739141464, 0.05460575222969055, -0.02721908502280712, 0.06261642277240753, 0.017354773357510567, -0.00214260327629745, -0.014947628602385521, 0.028355950489640236, 0.039030298590660095, 0.009508399292826653, 0.0030428622849285603, 0.023131005465984344, 0.016285190358757973, -0.004996127914637327, 0.04277278482913971, 0.01812097243964672, 0.0019790653605014086, 0.007690106984227896, 0.01616789773106575, 0.019627952948212624, 0.10931411385536194, 0.041550274938344955, 0.03686569258570671, -0.007924863137304783, 0.00001961855923582334, 0.002267434960231185, 0.034002553671598434, -0.03239577263593674, -0.0064291441813111305, -0.011735420674085617, 0.025311997160315514, 0.00868212804198265, 0.017979703843593597, -0.08005719631910324, -0.02126525528728962, 0.024537095800042152, 0.032463524490594864, -0.005720274522900581, 0.023601412773132324, -0.01590174250304699, -0.02318704128265381, 0.040239494293928146, 0.08598402887582779, -0.0011901722755283117, 0.025903984904289246, -0.04826202988624573, -0.05947129800915718, -0.010102720931172371, -0.013949157670140266, -0.0439622662961483, 0.025845462456345558, 0.01819162257015705, 0.022629069164395332, 0.07392001152038574, 0.02346854843199253, -0.019414160400629044, 0.03356698155403137, 0.0017672170652076602, -0.018939683213829994, -0.013885384425520897, 0.10559055954217911, 0.03376124054193497, 0.059209175407886505 ]
[ 0.003750615054741502, -0.017160212621092796, 0.01114432793110609, -0.0096581494435668, -0.01602206565439701, 0.0045699505135416985, 0.03121638298034668, -0.011298717930912971, -8.303255185637681e-7, -0.008165528997778893, -0.008108142763376236, 0.03760417550802231, 0.023024817928671837, 0.00022466381778940558, 0.028786025941371918, -0.0024165865033864975, 0.00907056499272585, -0.01787114515900612, 0.010345128364861012, 0.004164738114923239, -0.008813511580228806, 0.044013507664203644, 0.029171476140618324, 0.023813916370272636, -0.03510873019695282, 0.001788969268091023, 0.015234708786010742, -0.03707258403301239, 0.011982951313257217, -0.1271420270204544, -0.020961007103323936, -0.028050990775227547, 0.04869860038161278, -0.0031427836511284113, -0.055622875690460205, -0.020758526399731636, -0.005696732085198164, 0.048475392162799835, -0.0055397991091012955, 0.01842249371111393, 0.0025929606053978205, -0.017916541546583176, 0.009623209945857525, -0.00434446195140481, -0.019887354224920273, -0.022847646847367287, -0.030958132818341255, -0.0416431650519371, 0.00925467349588871, -0.03196745738387108, -0.017639972269535065, -0.04136050492525101, -0.0008797732880339026, 0.00003860574361169711, -0.008553992956876755, 0.00812594499439001, -0.004952044226229191, 0.01617966592311859, 0.01072298176586628, 0.04382401704788208, 0.011710199527442455, -0.04835748299956322, -0.037057794630527496, -0.03205472230911255, -0.02002677135169506, 0.01001941878348589, -0.024334652349352837, 0.030487317591905594, -0.02457560785114765, 0.02689495123922825, -0.013663691468536854, -0.006606057286262512, -0.01338997669517994, -0.048059120774269104, 0.049347639083862305, -0.019270142540335655, 0.008314126171171665, -0.04592463746666908, 0.015738392248749733, -0.011318282224237919, -0.04995350539684296, 0.01125707384198904, -0.012924799695611, -0.022398458793759346, 0.03585425764322281, -0.018193796277046204, -0.019026504829525948, -0.031160231679677963, -0.018933625891804695, 0.002463927026838064, -0.054033342748880386, 0.038071438670158386, -0.03178994730114937, 0.0008922952692955732, -0.06899525970220566, 0.013627362437546253, -0.002383036073297262, 0.007196316495537758, -0.0027868901379406452, 0.84377521276474, 0.024486741051077843, 0.038208261132240295, 0.014971669763326645, 0.007521966006606817, 0.009919490665197372, -0.015409260056912899, -0.03792322799563408, -0.008427596651017666, 0.010724405758082867, -0.031210575252771378, 0.011706906370818615, -0.002296437043696642, 0.04689360037446022, 0.04274395480751991, 0.042219992727041245, 0.07503560185432434, -0.009437927044928074, 0.03541151434183121, -0.021494045853614807, 0.029433051124215126, -0.0011068822350353003, -0.0035507662687450647, 0.02011709474027157, 0.0056915367022156715, -0.008590692654252052, -0.2053428590297699, -0.014175375923514366, -7.679861650331067e-33, 0.00033902315772138536, -0.009163211099803448, 0.03004862554371357, 0.00346829229965806, -0.016057873144745827, -0.05184292420744896, 0.007386208977550268, -0.0003316978982184082, 0.007207450922578573, -0.005665251053869724, 0.013414653018116951, 0.014515741728246212, 0.018031690269708633, -0.015252063050866127, 0.028280409052968025, -0.0060418411158025265, -0.030671171844005585, 0.03014165721833706, -0.01411023922264576, 0.02591085433959961, 0.051451150327920914, 0.011135634034872055, -0.03021220862865448, 0.010458603501319885, 0.01737084612250328, 0.010889433324337006, 0.005076950415968895, 0.014289846643805504, 0.00541816558688879, -0.039683997631073, -0.03075743466615677, 0.016305197030305862, -0.018411142751574516, -0.04154941439628601, 0.0035408036783337593, -0.040712978690862656, -0.004211032763123512, 0.04367009550333023, 0.014278573915362358, -0.05736800283193588, 0.0023510290775448084, 0.01774369552731514, 0.019188828766345978, 0.00440251873806119, -0.0038408951368182898, 0.00196976400911808, 0.0009960138704627752, 0.014451407827436924, 0.02523370087146759, 0.001606972306035459, -0.0077461726032197475, -0.00709180673584342, 0.004737416747957468, 0.011839034967124462, 0.009620214812457561, -0.024913927540183067, 0.004733629059046507, 0.06821084767580032, 0.008583339862525463, 0.0007831893744878471, 0.045872144401073456, 0.014714537188410759, -0.012728353030979633, 0.013048665598034859, 0.006350142415612936, 0.010730566456913948, -0.011570656672120094, -0.026105985045433044, 0.01819947361946106, -0.02261519990861416, -0.03874615579843521, 0.04613034799695015, -0.008667562156915665, -0.02571268565952778, 0.005193341989070177, -0.014522956684231758, -0.01000921055674553, 0.020871490240097046, -0.0028103282675147057, 0.05072830989956856, -0.010366018861532211, 0.006701952312141657, -0.02167278341948986, 0.012725296430289745, 0.0019845152273774147, -0.013146094046533108, 0.010973656550049782, -0.04286488890647888, -0.02302546612918377, 0.017358358949422836, 0.005050253123044968, 0.062008198350667953, -0.03166287764906883, -0.00653609074652195, -0.0030067742336541414, 8.063856716494337e-33, 0.030651135370135307, 0.024439292028546333, 0.024462038651108742, -0.005690969992429018, 0.03240196779370308, 0.024343958124518394, 0.019289929419755936, 0.009141898714005947, -0.07049733400344849, 0.014148968271911144, -0.003529895329847932, 0.009457696229219437, 0.018392834812402725, 0.020463507622480392, 0.02396443672478199, -0.04063910245895386, 0.01464538462460041, 0.016810378059744835, 0.030681317672133446, -0.0076604862697422504, 0.025688089430332184, 0.009542453102767467, 0.02562328614294529, 0.002963988110423088, -0.009504671208560467, 0.021787695586681366, -0.008170127868652344, 0.018423717468976974, -0.007443050388246775, 0.019719203934073448, -0.002113246126100421, 0.0008932378841564059, 0.000555618607904762, -0.022312460467219353, -0.02388647384941578, 0.01820109598338604, 0.003796116914600134, -0.01160350814461708, -0.021181942895054817, -0.029883334413170815, -0.012243052013218403, -0.0005746461683884263, 0.018634654581546783, -0.016982920467853546, 0.016531020402908325, -0.00677895313128829, 0.010443249717354774, -0.007805970497429371, -0.04179943725466728, -0.020869789645075798, 0.00929429940879345, -0.010976654477417469, 0.00981807429343462, -0.006352167576551437, -0.0161957535892725, 0.006859007757157087, 0.0038277071435004473, -0.00004366163557278924, 0.010209331288933754, -0.02051439695060253, 0.022572511807084084, 0.01739056594669819, -0.06336107105016708, -0.006902878638356924, -0.02937612123787403, 0.022596847265958786, -0.014294092543423176, 0.04205650836229324, 0.0012803355930373073, 0.025066927075386047, -0.027723403647542, -0.001280764234252274, 0.013871127739548683, 0.04830484092235565, -0.004090804141014814, 0.004388265777379274, -0.05806475132703781, -0.02112150937318802, -0.03494340181350708, 0.027700800448656082, -0.009948953986167908, 0.01620093733072281, 0.0082349618896842, -0.010497603565454483, 0.020272161811590195, 0.03815404698252678, 0.013745917938649654, 0.012877514585852623, 0.013650310225784779, -0.006020692177116871, 0.031002143397927284, -0.0218578539788723, -0.000697005249094218, 0.00093966128770262, -0.028041480109095573, -1.3487785999188873e-8, -0.029581831768155098, -0.0028448011726140976, 0.012568079866468906, 0.004108658991754055, 0.002146269893273711, 0.0035654189996421337, -0.009792836382985115, -0.019774971529841423, -0.04438445344567299, 0.028886016458272934, 0.023751264438033104, -0.02352879010140896, 0.013420360162854195, 0.009824871085584164, 0.04074468836188316, -0.030440155416727066, -0.0035674474202096462, 0.023546770215034485, 0.03546826168894768, -0.054249927401542664, 0.054532162845134735, 0.04295527935028076, 0.00967815238982439, 0.004041166044771671, 0.0012416676618158817, -0.015145773068070412, 0.008565968833863735, -0.05152551084756851, -0.0031954788137227297, -0.024569686502218246, 0.007638620678335428, -0.03824850171804428, -0.027771206572651863, 0.015868552029132843, -0.0242275632917881, -0.04385756328701973, -0.04176689311861992, -0.02304818108677864, -0.0223777424544096, -0.0011046360014006495, -0.02971479296684265, 0.00783403217792511, -0.010418783873319626, -0.009638069197535515, -0.004812043160200119, 0.01574503444135189, 0.004575615283101797, -0.025961367413401604, 0.03488346189260483, -0.018834015354514122, 0.01448556873947382, 0.030026139691472054, 0.053497329354286194, -0.009455095045268536, 0.005579617340117693, 0.026104945689439774, 0.004534347914159298, -0.0008110481430776417, -0.04805207625031471, -0.011917400173842907, 0.005589536856859922, 0.04562562704086304, -0.03297821059823036, -0.022733263671398163 ]
active-listening
https://markhneedham.com/blog/2006/09/03/active-listening
false
2006-09-02 01:01:44
Watching a master at work
[ "ruby", "rails", "thoughtworks", "obie-fernandez" ]
[ "Ruby" ]
I've always found it fascinating watching people who really excel in their field going about business, be it footballers, tennis players, actors, whoever. This week at TWU I've been playing around with some Ruby on Rails as I mentioned in the previous post, and yesterday I had the opportunity to watch one of the leading figures in the Ruby on Rails field at work. Take a bow http://obiefernandez.com/[Obie Fernandez], who gave several of the TWU attendees a demonstration of how to develop applications using Ruby on Rails. It was actually bordering on the severely impressive watching the speed at which he thought through concepts and then transformed them into code. I also realised that the way I'd been using the language previously had been dubious at best. I hadn't realised that you can take care of database creation without using MySQL Administrator, nor had I realised quite how 'clever' Ruby on Rails is at mapping database tables to models created in the application. It was almost painful watching how simple it is to do arduous tasks, such as creating textboxes and drop down boxes, in Ruby on Rails and it almost made me want to weep as I recalled the many hours I've spend using PHP and C# tweaking interaction between code and stored procedures/queries. So +1 for Ruby on Rails and I certainly hope to improve my ability with it over the next few weeks.
null
null
[ 0.03785667568445206, 0.023938411846756935, -0.00506671704351902, 0.03817213326692581, 0.08253070712089539, 0.0224015973508358, 0.015764551237225533, 0.04546583816409111, 0.0232325978577137, -0.014770235866308212, -0.03669365122914314, -0.002313491888344288, -0.06149457022547722, 0.02996905893087387, 0.011015507392585278, 0.061304617673158646, 0.047736600041389465, -0.0011616473784670234, 0.03145135939121246, -0.0235380157828331, 0.030701840296387672, 0.07611574232578278, 0.019682960584759712, 0.04952002316713333, 0.030552851036190987, 0.019706103950738907, 0.011542285792529583, 0.005489936098456383, -0.049572862684726715, 0.01139677781611681, 0.04205843061208725, -0.015547387301921844, 0.0226699560880661, -0.011470346711575985, 0.013867569155991077, -0.002761661075055599, 0.01888624019920826, 0.03816533088684082, -0.005597452633082867, -0.007251546252518892, -0.06902200728654861, 0.04416653886437416, -0.007515636272728443, 0.016685593873262405, -0.04900175705552101, -0.004836872220039368, -0.035537973046302795, 0.025659596547484398, 0.0018875179812312126, 0.017104869708418846, -0.06365688890218735, 0.04742796719074249, 0.01576843112707138, -0.014422721229493618, 0.0005541426362469792, 0.059139836579561234, 0.018343735486268997, -0.05318951606750488, -0.0035298909060657024, -0.04646855592727661, -0.00022537681797984987, 0.006757167633622885, 0.004924154840409756, 0.01433660089969635, 0.040041398257017136, -0.0042288280092179775, -0.012821442447602749, 0.023987028747797012, -0.028949249535799026, 0.03379661589860916, -0.008200435899198055, -0.00685036601498723, -0.023494146764278412, -0.031779274344444275, 0.024371718987822533, -0.04889535903930664, -0.002512651961296797, 0.06728066504001617, 0.014847924932837486, 0.04275613650679588, -0.014180093072354794, -0.001983504043892026, 0.010948213748633862, 0.029993588104844093, 0.027425816282629967, -0.055171720683574677, -0.013362896628677845, -0.021088257431983948, -0.061668988317251205, 0.059501707553863525, -0.004455785267055035, -0.0489521287381649, 0.024889960885047913, 0.03482038527727127, -0.04161116108298302, 0.029708383604884148, 0.004893213510513306, -0.020866431295871735, -0.026957998052239418, -0.02275414951145649, -0.027838492766022682, -0.033098723739385605, 0.025927001610398293, 0.014526610262691975, -0.08580642938613892, 0.01925808936357498, -0.03764541447162628, -0.0019378999713808298, 0.021698977798223495, 0.023247044533491135, -0.02084030769765377, 0.0010558185167610645, -0.03684161230921745, -0.0007333890534937382, -0.05950171500444412, 0.0705127939581871, 0.026981357485055923, -0.03513335809111595, -0.012470794841647148, -0.024947937577962875, 0.0413106344640255, 0.013814411126077175, -0.007894741371273994, 0.07239016145467758, 0.0004177078080829233, -0.004431192297488451, -0.03454289212822914, 0.0349404439330101, -0.01776624098420143, -0.06882781535387039, -0.009944736957550049, 0.06688863039016724, -0.01955888792872429, 0.004941694438457489, 0.0008764700614847243, -0.010808032006025314, -0.006710045039653778, -0.02149425633251667, 0.016064796596765518, 0.032962676137685776, 0.012368853203952312, -0.04581544175744057, 0.013382838107645512, -0.008918759413063526, 0.03218056261539459, 0.004228997975587845, 0.027468880638480186, -0.012416170910000801, -0.036981530487537384, 0.0015370778273791075, 0.009465692564845085, -0.0011459079105407, 0.005247214809060097, -0.05182502418756485, 0.0287522803992033, 0.08593683689832687, 0.018113847821950912, -0.010370559059083462, -0.01593860797584057, 0.013418580405414104, 0.024732332676649094, 0.02170124091207981, 0.01417382899671793, -0.007434380706399679, 0.007302908692508936, -5.615993927676755e-7, 0.01839187555015087, 0.04342286288738251, -0.013268852606415749, 0.024082230404019356, -0.06486143916845322, -0.02715156599879265, 0.05990957096219063, -0.04824362322688103, -0.05709246173501015, 0.03992585092782974, 0.06903668493032455, 0.017250288277864456, 0.026822911575436592, -0.013634191825985909, -0.08240886777639389, 0.011987070553004742, -0.0060619511641561985, 0.019993389025330544, 0.03822854906320572, -0.02457968331873417, 0.05744708329439163, 0.019036680459976196, 0.012317059561610222, 0.033751338720321655, -0.07665492594242096, -0.09618747979402542, -0.027420494705438614, -0.046915166079998016, 0.05782456323504448, -0.020587356761097908, 0.009288018569350243, 0.052745506167411804, -0.0035167208407074213, 0.04236375167965889, 0.008330019190907478, 0.017636306583881378, 0.028433596715331078, -0.059315379709005356, -0.04503054544329643, 0.03307337313890457, 0.039411261677742004, -0.005166060756891966, -0.06601066142320633, 0.018452752381563187, -0.02313503623008728, -0.04039124771952629, 0.03352668136358261, -0.006882103625684977, 0.03501075878739357, 0.025937143713235855, 0.041477788239717484, -0.027478830888867378, 0.032151609659194946, -0.04724971204996109, 0.009392881765961647, 0.014143552631139755, -0.0184994675219059, 0.001151738571934402, 0.013398166745901108, 0.11937040835618973, 0.03531159833073616, -0.043756600469350815, -0.026847003027796745, -0.0059300935827195644, 0.0289003886282444, -0.06777414679527283, 0.02225351892411709, -0.0035124411806464195, 0.02506214939057827, -0.005863489117473364, -0.0633891224861145, -0.04805624857544899, 0.02722230739891529, -0.036121614277362823, -0.007578670047223568, 0.07339704036712646, -0.017948845401406288, 0.05949530005455017, -0.003067076439037919, -0.028800083324313164, 0.0015020739519968629, -0.024116285145282745, -0.04240032285451889, 0.025556260719895363, 0.026590077206492424, -0.01420376542955637, 0.013657758012413979, -0.0027159966994076967, -0.02656015008687973, -0.0438302643597126, -0.030306395143270493, 0.013888908550143242, 0.0348043330013752, 0.0596788264811039, 0.003190318588167429, 0.04903583228588104, -0.02412223443388939, 0.05250321701169014, -0.012364963069558144, -0.03546164184808731, -0.019853800535202026, -0.042910005897283554, 0.0010694896336644888, 0.03464088961482048, 0.007873659022152424, 0.019070778042078018, 0.014279588125646114, 0.012307442724704742, -0.004747872240841389, -0.007963066920638084, 0.031246492639183998, -0.009873785078525543, -0.04069827124476433, -0.03839150443673134, -0.015952879562973976, 0.04504557326436043, -0.05507479980587959, -0.014055916108191013, 0.006008245516568422, -0.0574592687189579, 0.04318655654788017, -0.051644325256347656, -0.055493034422397614, -0.0077367015182971954, -0.006669742986559868, 0.04043168947100639, 0.00406226422637701, 0.010359072126448154, 0.07445910573005676, -0.003264074679464102, 0.04219140112400055, 0.00368393212556839, 0.007736738305538893, 0.025940002873539925, -0.00043661583913490176, 0.0014887246070429683, 0.05112041160464287, -0.0041470518335700035, 0.007911122404038906, -0.05071154609322548, 0.046324316412210464, -0.008040924556553364, -0.3033265471458435, 0.029348099604249, -0.029514005407691002, -0.05593853443861008, 0.039728518575429916, -0.021595293655991554, -0.014816565439105034, -0.03287732973694801, -0.02052578702569008, 0.01323749404400587, -0.03940917178988457, -0.034173157066106796, -0.028941640630364418, 0.0374080054461956, 0.015530509874224663, 0.04139593988656998, 0.03801652044057846, -0.03679447993636131, 0.004917491693049669, 0.06446629762649536, -0.010887480340898037, -0.06456893682479858, -0.002367826411500573, 0.04301632195711136, 0.05960964038968086, 0.058318544179201126, -0.08556846529245377, 0.029702704399824142, -0.033816032111644745, -0.01047556847333908, 0.0322742722928524, 0.0031850456725806, 0.011659540235996246, -0.00959437619894743, -0.009843740612268448, -0.008293095044791698, 0.041134852916002274, 0.016044115647673607, 0.03273838758468628, -0.006392109673470259, -0.024935511872172356, -0.03906933218240738, -0.020933326333761215, 0.011166057549417019, 0.0820050910115242, -0.011778412386775017, -0.066396065056324, -0.00037180492654442787, -0.027894526720046997, 0.05876708775758743, -0.035586703568696976, -0.030422527343034744, 0.01813153736293316, 0.04108204320073128, 0.008727654814720154, -0.009839297272264957, -0.00027259267517365515, 0.00865940935909748, -0.06463601440191269, -0.04333789274096489, -0.0014105861773714423, -0.03198050707578659, 0.009080956690013409, -0.03993942216038704, 0.007312085013836622, -0.05713294818997383, -0.0382109172642231, -0.010736803524196148, 0.07565395534038544, 0.03203665092587471, -0.009355188347399235, 0.036424241960048676, -0.015139888972043991, -0.11180266737937927, 0.013285042718052864, 0.02511465735733509, -0.02376915141940117, -0.001636576489545405, 0.023606296628713608, 0.0242393147200346, -0.01578247919678688, -0.05218680575489998, 0.037238191813230515, 0.0027211527340114117, 0.019894840195775032, -0.018812233582139015, 0.04824301227927208, 0.011331805028021336, -0.02460051327943802, 0.01043105497956276, 0.07468145340681076, -0.03597378358244896, -0.011981391347944736, -0.009675884619355202, 0.0251082181930542, 0.023501260206103325, 0.03415564075112343, 0.0009096400463022292, 0.017555654048919678, 0.0283590666949749, -0.0017770298290997744, -0.06807617843151093, 0.012534274719655514, -0.030856341123580933, 0.012068121694028378, -0.0029037087224423885, -0.06484655290842056, 0.01781691052019596, 0.025485919788479805, 0.035670336335897446, 0.0061346255242824554, -0.04111791402101517, 0.013113577850162983, -0.04037398472428322, -0.032221678644418716, -0.023534873500466347, 0.02136353589594364, 0.013758333399891853, 0.001180492341518402, 0.007800755091011524, -0.06547168642282486, 0.000504911644384265, 0.0091784643009305, 0.015137367881834507, -0.054168254137039185, -0.02383265644311905, 0.0010272454237565398, -0.030835989862680435, -0.007846937514841557, 0.001148950308561325, -0.011526607908308506, -0.002682911930605769, 0.031150933355093002, -0.04359114542603493, 0.025101782754063606, 0.022282123565673828, -0.06267581880092621, -0.04710785672068596, 0.017082691192626953, 0.002542870119214058, -0.015664318576455116, 0.026368282735347748, -0.0010562273673713207, 0.015622283332049847, 0.05047684162855148, 0.013383864425122738, -0.0032586625311523676, 0.011876997537910938, 0.022540856152772903, 0.015836387872695923, -0.022486919537186623, -0.06699058413505554, 0.013865232467651367, -0.048704594373703, -0.02565048448741436, -0.04231426864862442, 0.04929868131875992, -0.02301386371254921, 0.0009585777297616005, -0.017962438985705376, 0.022558322176337242, -0.05420355126261711, -0.03826214745640755, -0.01794416457414627, 0.026645900681614876, 0.07201602309942245, -0.019221816211938858, 0.022807316854596138, -0.007208895403891802, 0.011063125915825367, -0.010437866672873497, 0.031117884442210197, -0.030675772577524185, -0.018380748108029366, 0.012008980847895145, -0.012878847308456898, -0.0223594568669796, -0.007533980533480644, 0.05711036175489426, 0.011790616437792778, 0.003954377956688404, -0.03100014664232731, 0.004680160898715258, 0.030713258311152458, 0.06029229983687401, 0.04696515575051308, -0.024634450674057007, 0.0029435220640152693, -0.0015880054561421275, -0.0206780843436718, -0.03064875490963459, 0.010549354366958141, -0.008986244909465313, 0.01647282764315605, -0.03919902816414833, -0.07730042934417725, 0.042307693511247635, 0.01817883551120758, -0.004539651796221733, 0.005283485632389784, -0.0036434950307011604, -0.010317969135940075, -0.028914697468280792, 0.017438888549804688, 0.05913979187607765, -0.05863560736179352, -0.016517391428351402, -0.008008780889213085, -0.01807466521859169, -0.008089073933660984, 0.00664605712518096, -0.017448242753744125, 0.0163723137229681, -0.010273043066263199, -0.0013865879736840725, -0.04685528203845024, -0.009469942189753056, -0.0056931800208985806, -0.012285646982491016, -0.01707618311047554, -0.004159790463745594, -0.012994848191738129, 0.007827398367226124, -0.01145138032734394, -0.045691125094890594, 0.016916973516345024, -0.04173624515533447, -0.006412207148969173, -0.0037092131096869707, -0.024740546941757202, 0.007972991093993187, -0.030249690636992455, 0.014867499470710754, 0.0300913043320179, -0.009592960588634014, -0.003457184648141265, -0.034452617168426514, 0.006620981730520725, 0.0075063458643853664, 0.03144039586186409, -0.017274070531129837, -0.022496137768030167, -0.03245577961206436, -0.005454285070300102, -0.05392720550298691, 0.020732274278998375, -0.034800413995981216, -0.0013442934723570943, 0.019064897671341896, 0.020342908799648285, 0.033317681401968, 0.04888634756207466, 0.0016980271320790052, -0.023264529183506966, 0.017982471734285355, -0.07259748876094818, -0.012006858363747597, -0.022131523117423058, -0.07044517993927002, 0.022159744054079056, 0.014714264310896397, 0.021988552063703537, -0.04273070767521858, 0.05789485201239586, 0.01872221939265728, 0.013839179649949074, 0.03391658514738083, 0.0018135944847017527, 0.05288982018828392, -0.054390985518693924, 0.0004162343975622207, -0.0707080289721489, -0.009569410234689713, 0.028642959892749786, 0.007285731844604015, 0.010769879445433617, -0.005202462896704674, -0.04480040445923805, 0.0338914580643177, -0.07663516700267792, -0.05113561451435089, 0.03719032183289528, -0.00025806951452977955, -0.04044350981712341, -0.003627428086474538, -0.07796044647693634, 0.04582708328962326, 0.03258069232106209, -0.03958335891366005, -0.01894155889749527, -0.02223367989063263, 0.04373320937156677, -0.02077537402510643, 0.031940653920173645, -0.02425186149775982, -0.030578989535570145, 0.08467122167348862, 0.00853086356073618, -0.021226931363344193, 0.053449686616659164, -0.019601445645093918, 0.04375947639346123, 0.022291507571935654, 0.02293313853442669, 0.01899908110499382, 0.010681995190680027, 0.006336743477731943, -0.044495947659015656, 0.002745868870988488, 0.006324622314423323, -0.006658453494310379, -0.04478044435381889, 0.06238780915737152, 0.02518419921398163, -0.04300069063901901, -0.05045550316572189, 0.03801692649722099, -0.048522140830755234, -0.016769690439105034, -0.0323798693716526, 0.0034761810675263405, -0.052182648330926895, 0.05199942737817764, 0.01159004308283329, 0.013106492348015308, 0.06888876855373383, 0.01607878878712654, -0.03356561437249184, -0.04198552668094635, 0.09121201932430267, 0.07155464589595795, 0.0634690374135971, -0.006412321235984564, 0.06783560663461685, -0.02314339019358158, -0.05955437198281288, 0.021309468895196915, -0.011460551992058754, 0.005738848354667425, -0.009539841674268246, 0.022896135225892067, 0.07120688259601593, -0.02511735074222088, 0.05576540529727936, 0.002342002931982279, -0.0024648315738886595, -0.0017004954861477017, 0.019031155854463577, 0.0028406924102455378, 0.06569474190473557, 0.02283228561282158, 0.03473389148712158, 0.004815250635147095, -0.05022416636347771, 0.02047441340982914, -0.038848116993904114, -0.03616251423954964, 0.02051442861557007, -0.020095214247703552, 0.04254034534096718, -0.0026356633752584457, 0.030810123309493065, 0.09406501054763794, -0.05461972951889038, 0.009986447170376778, -0.024015676230192184, 0.03650866448879242, -0.021927524358034134, 0.025564324110746384, -0.019545570015907288, -0.015204993076622486, -0.02574169635772705, -0.04627779498696327, -0.02287927269935608, -0.008229994215071201, -0.023765824735164642, 0.022129472345113754, -0.02501826547086239, 0.0170231144875288, 0.05274010822176933, 0.014568128623068333, -0.009581866674125195, -0.06753911077976227, -0.04864704981446266, -0.03499212861061096, -0.05597515031695366, -0.01177989598363638, 0.03292742744088173, -0.008157731033861637, -0.04805554077029228, -0.00016422662883996964, -0.020778708159923553, -0.025804368779063225, 0.055695559829473495, -0.05392540618777275, -0.04457240551710129, -0.005692269187420607, 0.00965246744453907, 0.03549814969301224, 0.024829436093568802, 0.04869823530316353, -0.0032017685007303953, -0.007160916458815336, -0.03475641459226608, 0.006226473022252321, 0.03419918939471245, -0.0036872283089905977, -0.0076441033743321896, -0.1030721589922905, 0.03231240436434746, 0.015392513014376163, -0.020947055891156197, -0.06341152638196945, 0.013561823405325413, 0.014176295138895512, 0.0047451495192945, 0.06130727380514145, -0.025834260508418083, 0.033831194043159485, -0.023359540849924088, -0.002063396852463484, -0.032461199909448624, 0.03070584125816822, 0.029122713953256607, -0.020571283996105194, 0.08411941677331924, 0.01839032582938671, -0.0006015104008838534, -0.038890279829502106, -0.0031323092989623547, 0.02680635079741478, -0.01818528212606907, -0.012974449433386326, -0.018892105668783188, -0.03163113817572594, -0.07960256934165955, -0.027496768161654472, 0.02200775407254696, -0.015600580722093582, -0.04146955907344818, 0.0087133152410388, 0.03142271190881729, 0.016285933554172516, 0.020287800580263138, -0.06345001608133316, 0.05291325971484184, -0.03727758675813675, -0.016606198623776436, 0.011034425348043442, -0.007107891608029604, -0.01296117901802063, -0.003396128537133336, -0.017258984968066216, -0.030264224857091904, -0.006397837772965431, -0.00863893423229456, 0.04448448494076729, 0.002354453783482313, 0.025049248710274696, 0.0017173838568851352 ]
[ -0.06974644213914871, -0.0190648902207613, -0.022228972986340523, -0.03401539474725723, 0.044949665665626526, -0.051359597593545914, 0.005517259240150452, 0.014116569422185421, -0.00983334332704544, -0.04920477420091629, -0.00474918307736516, -0.020275184884667397, -0.014755100011825562, -0.013812773860991001, 0.08573346585035324, 0.012776532210409641, -0.0012003225274384022, -0.07715179771184921, -0.0008438993827439845, 0.024021398276090622, -0.019743436947464943, -0.029528522863984108, -0.034570712596178055, -0.015559932217001915, -0.005606974009424448, 0.008726207539439201, 0.026763591915369034, -0.03059445694088936, -0.0070701781660318375, -0.15648914873600006, 0.023808902129530907, 0.01515226997435093, 0.052443671971559525, 0.003465516958385706, 0.011018197052180767, 0.03541511297225952, 0.0309193916618824, 0.013871736824512482, 0.00457617687061429, 0.04995259270071983, 0.009653213433921337, 0.00327809969894588, -0.06682801991701126, -0.023792196065187454, 0.04203255474567413, -0.0052946689538657665, 0.0037805913016200066, -0.016481902450323105, -0.013450385071337223, 0.038570575416088104, -0.06790897995233536, -0.019853126257658005, -0.003873767564073205, -0.04162542149424553, -0.0039630066603422165, 0.018832825124263763, 0.044032078236341476, 0.07527710497379303, -0.01155289076268673, 0.026775965467095375, 0.02918354980647564, -0.0027011726051568985, -0.1333741545677185, 0.08448821306228638, 0.026249609887599945, 0.042782630771398544, -0.03837941959500313, -0.023675046861171722, -0.005393275059759617, 0.09948774427175522, 0.010799282230436802, -0.03172405809164047, -0.028963804244995117, 0.035710159689188004, 0.0024172402918338776, -0.013653626665472984, -0.015559830702841282, 0.02559075318276882, 0.009489314630627632, -0.05380752682685852, -0.020619971677660942, -0.0021997797302901745, -0.03219525143504143, -0.01721668243408203, -0.05916927382349968, 0.023018302395939827, -0.025409763678908348, 0.07348935306072235, 0.029400108382105827, 0.01876811310648918, 0.04501236975193024, -0.0022247466258704662, 0.03418479859828949, -0.004116102121770382, -0.046822596341371536, -0.04702943563461304, -0.0005547808250412345, 0.039926186203956604, -0.05417272821068764, 0.4348314106464386, -0.003430418437346816, -0.027745051309466362, 0.09544173628091812, 0.002504596021026373, -0.045900627970695496, 0.03148069605231285, 0.010826118290424347, -0.03974740579724312, 0.006321432534605265, -0.03142935410141945, 0.015132294967770576, 0.01098797470331192, 0.061587341129779816, -0.047292109578847885, 0.021632147952914238, 0.02638017013669014, 0.017965244129300117, 0.02215356007218361, 0.004098155070096254, 0.015578767284750938, -0.029669027775526047, 0.03509241342544556, 0.006248702760785818, 0.005998485255986452, -0.032635170966386795, -0.04291750490665436, 0.05435085669159889, 0.06431307643651962, 0.02365889586508274, 0.0210643969476223, 0.04419786483049393, -0.03104320913553238, -0.08066416531801224, 0.005527121480554342, -0.024165671318769455, 0.0010280665010213852, 0.03760598599910736, -0.01680527999997139, 0.020400607958436012, 0.07136116176843643, -0.005181147251278162, -0.0044411770068109035, 0.024016600102186203, -0.006452904548496008, -0.03834924474358559, 0.09494660049676895, 0.019315600395202637, -0.042686253786087036, -0.008291683159768581, -0.042319100350141525, -0.013020548038184643, 0.01705397106707096, 0.006058011204004288, -0.04971800372004509, -0.0005052583874203265, -0.006101176142692566, 0.09973154217004776, -0.010698921978473663, -0.04379773139953613, -0.008696849457919598, -0.04315571114420891, -0.04223349690437317, -0.023779580369591713, 0.013330688700079918, 0.06215280294418335, -0.1337306648492813, -0.02506580576300621, -0.004567982628941536, 0.04217791557312012, -0.06398004293441772, -0.0078843729570508, 0.02060963213443756, -0.056396130472421646, -0.0018726447597146034, 0.05722113326191902, -0.032697614282369614, -0.04585082456469536, 0.012854276224970818, 0.033994317054748535, 0.007273472845554352, 0.060601599514484406, 0.0044372593984007835, -0.013177568092942238, -0.005620395764708519, -0.05886330455541611, -0.06138378009200096, -0.03820426017045975, -0.011466347612440586, -0.012432967312633991, -0.005530382972210646, -0.02208142727613449, -0.008677344769239426, -0.11507362127304077, 0.04764188826084137, -0.02094067633152008, -0.01393542904406786, 0.033345699310302734, -0.017395896837115288, -0.022747095674276352, -0.006243041716516018, -0.07947719097137451, 0.020869959145784378, -0.05518641695380211, 0.035283755511045456, -0.0600738599896431, 0.04722779989242554, 0.04012930393218994, -0.012653589248657227, 0.08834048360586166, 0.035833798348903656, -0.03153352811932564, -0.037825752049684525, 0.005970205646008253, 0.028905434533953667, -0.002151912311092019, -0.019145961850881577, 0.012112296186387539, 0.010821296833455563, 0.018144475296139717, 0.02427702024579048, -0.013458911329507828, -0.005472538061439991, 0.007303281221538782, -0.360170841217041, -0.03087018057703972, -0.02995438687503338, 0.014029288664460182, 0.009297587908804417, -0.058521222323179245, 0.027755841612815857, -0.02324962057173252, 0.0034397272393107414, 0.029194464907050133, 0.06570396572351456, -0.010554514825344086, 0.01704154908657074, -0.09543856233358383, -0.028251731768250465, 0.026575129479169846, -0.055373415350914, -0.006482042837888002, -0.017436331138014793, 0.008646227419376373, 0.023012559860944748, -0.008238128386437893, -0.0009326902800239623, -0.0730365738272667, -0.007999907247722149, -0.060418978333473206, 0.12836377322673798, 0.013754070736467838, 0.0734686553478241, -0.04982643201947212, 0.04942923039197922, -0.029303496703505516, 0.009856995195150375, -0.12154408544301987, 0.016554130241274834, -0.03896964341402054, 0.03192344680428505, -0.004741497337818146, 0.052507851272821426, -0.030922653153538704, -0.03490442410111427, -0.00008303482900373638, -0.050693802535533905, -0.06730430573225021, -0.0684957355260849, 0.04007579758763313, -0.020218992605805397, -0.05979235842823982, -0.02810019813477993, 0.06908992677927017, 0.027600619941949844, -0.0021093180403113365, 0.04879240691661835, 0.0049313330091536045, -0.009839000180363655, -0.06096886098384857, -0.10400599986314774, 0.022169502452015877, -0.005015132948756218, 0.03915838152170181, 0.02561838924884796, 0.04006563127040863, 0.02386096864938736, -0.050094105303287506, 0.01347219105809927, 0.012655599974095821, 0.011288253590464592, 0.018201086670160294, 0.046013738960027695, -0.016107140108942986, -0.016354719176888466, 0.0847926065325737, 0.012850414961576462, -0.018686437979340553, 0.023732755333185196, 0.022833943367004395, -0.0069453101605176926, 0.020567718893289566, 0.018699513748288155, 0.025091910734772682, 0.017198976129293442, -0.03755095228552818, 0.050921231508255005, -0.020657362416386604, -0.0033014442306011915, 0.05474066361784935, 0.03018370270729065, -0.06747127324342728, 0.05792989954352379, 0.03827710077166557, -0.028423689305782318, -0.007080848794430494, -0.044718388468027115, -0.05853734537959099, 0.08013913035392761, -0.017268123105168343, -0.23661541938781738, 0.014341714791953564, 0.08082013577222824, 0.04590676352381706, 0.026869146153330803, 0.03703423961997032, 0.0330611914396286, -0.04206058010458946, 0.02091490849852562, -0.007160546723753214, 0.059457067400217056, 0.006899582222104073, 0.016741298139095306, -0.022142402827739716, 0.04464591294527054, -0.010675803758203983, 0.02806382067501545, -0.00029658994753845036, 0.009394639171659946, 0.030641207471489906, 0.01279810443520546, 0.0028884033672511578, 0.13481320440769196, 0.022438572719693184, 0.041502393782138824, 0.029959661886096, -0.01933557540178299, -0.006832216866314411, 0.05920452997088432, 0.0180383138358593, 0.002817839151248336, -0.01822539232671261, 0.0423169881105423, 0.010703230276703835, 0.0076966010965406895, -0.04475020617246628, -0.024465179070830345, 0.050054844468832016, 0.01826063171029091, -0.002252620877698064, -0.013332423754036427, -0.0027693540323525667, -0.04875963181257248, 0.025809356942772865, 0.06113329902291298, 0.00955522432923317, 0.0005707471282221377, -0.040042176842689514, -0.034063078463077545, -0.01992267183959484, -0.01798282004892826, -0.04428590461611748, -0.0008445541607216001, 0.017784245312213898, 0.013088001869618893, 0.09507954120635986, 0.014231239445507526, -0.012774063274264336, 0.002172968816012144, -0.002677053911611438, -0.013519096188247204, -0.005488250404596329, 0.089114710688591, 0.026132022961974144, 0.0276036337018013 ]
[ 0.007227841764688492, -0.0135958855971694, -0.052919380366802216, -0.015718655660748482, -0.033396702259778976, 0.038624200969934464, 0.022251823917031288, 0.019467195495963097, -0.027057381346821785, 0.018174605444073677, -0.006981098558753729, 0.036814723163843155, 0.04024616628885269, -0.014616490341722965, -0.008644363842904568, 0.0072442637756466866, 0.032569922506809235, -0.02084498479962349, 0.035256993025541306, 0.015137840062379837, -0.022464511916041374, -0.02343171462416649, -0.0025931415148079395, 0.016839075833559036, -0.015461414121091366, -0.03174833208322525, -0.002423008671030402, 0.029237020760774612, 0.011952465400099754, -0.11343964189291, -0.05680956691503525, -0.028941025957465172, 0.02111123874783516, 0.04702616482973099, -0.047451525926589966, -0.05189661681652069, 0.012878031469881535, -0.016380969434976578, 0.011929627507925034, 0.021906841546297073, 0.01894100196659565, -0.01681572198867798, -0.029049614444375038, 0.03541962802410126, -0.002454278292134404, -0.0002385198458796367, 0.013489684090018272, -0.008768967352807522, -0.019608069211244583, -0.006136270239949226, -0.07000934332609177, -0.002271130448207259, 0.019353894516825676, -0.010007397271692753, 0.000704693142324686, -0.030809452757239342, 0.018069559708237648, -0.026982832700014114, -0.018228502944111824, 0.04335939884185791, -0.0007179813692346215, 0.012644855305552483, -0.008944972418248653, -0.002393815666437149, -0.028339628130197525, -0.02425103448331356, -0.0646379217505455, 0.03736480325460434, 0.004934180527925491, 0.003389764344319701, 0.012192023918032646, 0.019144825637340546, -0.04649222269654274, -0.012415970675647259, -0.020333651453256607, -0.010112674906849861, -0.017365694046020508, -0.03142443671822548, -0.00901307724416256, 0.027903204783797264, -0.07230955362319946, -0.001328664948232472, -0.0054240236058831215, 0.0038571588229388, -0.02030317299067974, -0.006395583972334862, 0.029349977150559425, 0.00019977228657808155, -0.004337240941822529, 0.0055061518214643, -0.03018578328192234, 0.016099903732538223, 0.014944929629564285, 0.056018516421318054, -0.10422371327877045, -0.010489974170923233, 0.024304639548063278, -0.024226302281022072, 0.005130969453603029, 0.8157705664634705, -0.02789703756570816, 0.02661161869764328, 0.018006859347224236, 0.008191924542188644, -0.04184296727180481, 0.00788874365389347, 0.016583571210503578, 0.01436244323849678, 0.013299889862537384, -0.03863823786377907, 0.038774482905864716, 0.030381882563233376, 0.014435588382184505, 0.03512696549296379, 0.01651373878121376, 0.043494705110788345, 0.00652469415217638, 0.026705969125032425, 0.01085654180496931, 0.009028621949255466, 0.04217752441763878, 0.05918174982070923, -0.030991191044449806, 0.02114165760576725, -0.0034404993057250977, -0.16056106984615326, -0.004841361194849014, -7.827910755713318e-33, 0.029973052442073822, -0.02676372230052948, -0.009586839936673641, 0.02715291641652584, -0.03125368803739548, 0.0507667101919651, -0.009017492644488811, -0.017465127632021904, 0.0037802020087838173, -0.0021070989314466715, -0.017021359875798225, 0.02052200213074684, -0.013233560137450695, -0.023602452129125595, 0.01372708473354578, 0.0007611496257595718, -0.0031653717160224915, 0.02646685019135475, -0.003549116663634777, 0.03348487615585327, -0.00485924631357193, 0.03160975128412247, 0.007046581711620092, 0.01503833755850792, 0.027066553011536598, 0.038303907960653305, 0.0084761343896389, -0.03454120457172394, 0.008755447342991829, -0.02939043939113617, 0.013075304217636585, -0.0009025369072332978, -0.03855441138148308, -0.0586102269589901, 0.0609453022480011, -0.03350106626749039, -0.02838250808417797, 0.02673729881644249, -0.013248016126453876, -0.009862642735242844, -0.0052402326837182045, -0.0234663262963295, -0.05309908837080002, -0.019621673971414566, -0.029982853680849075, 0.031575024127960205, 0.010812860913574696, 0.03783750161528587, -0.0018884778255596757, -0.024248186498880386, 0.011842318810522556, -0.0013547950657084584, 0.030889639630913734, 0.026948854327201843, -0.007439034525305033, -0.009644154459238052, -0.042620133608579636, 0.0004478790215216577, 0.028689056634902954, -0.010494817979633808, 0.03773524984717369, -0.034443870186805725, -0.0017547999741509557, 0.012047470547258854, -0.020300768315792084, -0.0429532490670681, 0.03191731125116348, 0.011322368867695332, 0.051867131143808365, -0.03123570792376995, -0.032167743891477585, 0.03330676630139351, -0.010722534731030464, 0.010826367884874344, -0.0030119563452899456, -0.04947717487812042, 0.017310183495283127, 0.007963486947119236, 0.010633094236254692, 0.04659949243068695, 0.018740637227892876, 0.01619029976427555, -0.015449853613972664, -0.05429117754101753, -0.017167329788208008, 0.0035022415686398745, 0.04385732486844063, -0.008480096235871315, -0.0034066850785166025, 0.011551649309694767, 0.015340962447226048, 0.024416131898760796, -0.007567994296550751, -0.022881414741277695, 0.0035781392361968756, 7.401312100856402e-33, 0.006311349105089903, -0.06086169555783272, 0.0009414689848199487, -0.011632594279944897, 0.024326112121343613, -0.023059792816638947, 0.05527947098016739, -0.008226880803704262, -0.05283801630139351, 0.01639837771654129, -0.01397184282541275, -0.021410981193184853, -0.02244071289896965, 0.01983989030122757, 0.06106149032711983, -0.056412555277347565, 0.008759905584156513, -0.025889234617352486, 0.005964385811239481, 0.01738903485238552, -0.01133750844746828, 0.022743195295333862, 0.0384184829890728, 0.004654440563172102, -0.01169474795460701, 0.05865637958049774, -0.019994204863905907, -0.0004683729202952236, -0.012565894052386284, 0.030924824997782707, 0.026248637586832047, -0.0038463191594928503, 0.034114591777324677, -0.008781746961176395, -0.10019556432962418, 0.03992289677262306, -0.018937796354293823, -0.031097017228603363, 0.02586456760764122, 0.0012034208048135042, 0.04668494313955307, 0.001673248247243464, -0.009867213666439056, -0.0022404855117201805, -0.015585994347929955, 0.024927617982029915, -0.015979822725057602, -0.011230343021452427, 0.009985062293708324, 0.013638213276863098, -0.016125191003084183, 0.019053831696510315, -0.036453552544116974, -0.04621189832687378, 0.03927396237850189, -0.02854689210653305, -0.022598350420594215, -0.020393002778291702, -0.01632438227534294, 0.010718435980379581, -0.032949142158031464, 0.02868415042757988, -0.01927901804447174, -0.004013956058770418, -0.02601497620344162, 0.01614774763584137, -0.017888154834508896, 0.01691865548491478, 0.00910956971347332, -0.05457935854792595, -0.025582516565918922, 0.010715141892433167, 0.008813987486064434, 0.03485995903611183, 0.02152547985315323, -0.01591854728758335, -0.06874505430459976, 0.031549762934446335, -0.03987739980220795, 0.024165552109479904, -0.005217840429395437, -0.024988558143377304, 0.000725908437743783, 0.02188556268811226, 0.020633872598409653, 0.034405093640089035, -0.02952694147825241, 0.02297894097864628, -0.02636176533997059, 0.024352390319108963, 0.011889750137925148, 0.007436417043209076, -0.005208910908550024, 0.006938792299479246, -0.016364185139536858, -1.3100642348717884e-8, -0.06470906734466553, 0.03520681709051132, -0.011125756427645683, 0.028794392943382263, 0.013125818222761154, 0.02669910341501236, -0.009548353962600231, 0.019903481006622314, -0.0042046611197292805, 0.010990765877068043, 0.049317844212055206, -0.015131346881389618, 0.002324323868378997, 0.041219890117645264, 0.033038727939128876, -0.02154443971812725, -0.04632290080189705, -0.038890961557626724, 0.020334694534540176, 0.027023596689105034, 0.02521553263068199, 0.04492415860295296, -0.028789600357413292, 0.010600488632917404, -0.005529752001166344, 0.004527322016656399, -0.06507627665996552, -0.07756257057189941, -0.0011781262001022696, -0.004502274561673403, 0.06036662310361862, -0.026646403595805168, 0.0030074899550527334, 0.02237144485116005, -0.00007353899854933843, -0.050483305007219315, -0.0061214277520775795, -0.011631123721599579, 0.011447418481111526, -0.009021659381687641, 0.004936910234391689, 0.0026740203611552715, -0.02437533624470234, -0.031056929379701614, -0.015871591866016388, -0.01115794200450182, -0.005651565734297037, -0.00935763493180275, 0.015952302142977715, -0.018777193501591682, -0.01900879479944706, 0.012778480537235737, 0.03504592180252075, 0.055208154022693634, 0.030858343467116356, 0.034023113548755646, 0.022249696776270866, -0.004253881052136421, -0.02817894145846367, -0.0024255828466266394, -0.0007003068458288908, -0.028667733073234558, -0.031162120401859283, -0.01406225934624672 ]
watching-a-master-at-work
https://markhneedham.com/blog/2006/09/02/watching-a-master-at-work
false
2006-09-02 03:07:45
Giving effective feedback
[ "communication", "feedback", "thoughtworks", "twu", "toastmasters", "nlp" ]
[ "Feedback" ]
One of the most interesting things I have discovered since starting at ThoughtWorks earlier this month is the emphasis that is placed on giving feedback. The first lesson we were taught about giving feedback was that it could be one of two types. Either it should *Strengthen Confidence* or *Increase Effectiveness*. In Layman's term that means that if you want to make a positive comment about somebody's contribution then you should make reference to something specific that you believe they have done well so that they can continue doing it. Equally if you believe there is an area that they could improve it, a specific example of this behaviour/fault should be noted along with a suggestion for how they can improve. As a member of http://www.toastmasters.org/[Toastmasters] since January I was already used to this concept of feedback and there are certainly parallels in the feedback system encouraged at Toastmasters and that used at ThoughtWorks. Although Toastmasters do not define types of feedback, there is an expectation that http://en.wikipedia.org/wiki/Toastmasters#The_Toastmaster_Meeting[evaluators] will apply themselves in a certain manner when carrying out their job. One of the things which is frowned upon is known as 'whitewashing'. This is where an evaluator would say that a speaker was 'brilliant' or give a summary just using complementary adjectives. Although the speaker may well be flattered, it does not really tell them anything or leave room for improvement. The use of the word 'brilliant' or 'superb' is only the perception of the person using it, and the failure to make use of the word with regards to a specific behaviour or action means that it is rendered meaningless. Equally when the evaluator believes there is an area that the speaker can improve in they should make a reference to the specific negative behaviour or action so that the speaker can recall their mistake and go about making the improvement. When giving feedback it is very poor practice to attribute your own feelings to the speaker - you are giving them control over something which they do not have control over! For example, if an evaluator were to say: 'I felt bored listening to your speech, you should make the next speech more interesting'. In this case the evaluator is giving the speaker the power to make them feel bored. It is ridiculous to let someone have that amount of control over you and if we consider that another person listening to the same speech may have felt really engaged, a property of the speech cannot be that it was 'boring'. This is very similar to the way that ThoughtWorkers are expected to give feedback, although it is also emphasised that when giving feedback one should speak only for themselves, and not try and speak for a group of people. Doing this would assume that mind reading is possible and as far as I'm aware this feat has yet to be achieved. An example of committing this mistake would be to say something along the lines of: 'It would be better for us if you could do x'. In this case 'us' is not defined and it is unlikely that one person can speak precisely of the feelings of other people. This concept is very similar to that of Generalisation in the http://www.nlpls.com/articles/NLPmetaModel.php[NLP Meta Model], which states the following: |=== | "Generalization is the process by which elements or pieces of a person's model become detached from their original experience and come to represent the entire category of which the experience is an example." |=== This is an area that I am actually working on myself, and I am finding it very difficult to speak only for myself because I'm so used to generalising! Of course there are still times when generalisation is vital, and we would find it very difficult to live our daily lives without generalising on some things. Giving feedback, however, is one area where this 'technique' is counter productive.
null
null
[ 0.023199886083602905, 0.005646970123052597, -0.0024990576785057783, 0.01849607564508915, 0.06234659254550934, 0.032579924911260605, 0.040747083723545074, 0.028489869087934494, 0.016555896028876305, -0.024951815605163574, -0.029975200071930885, 0.013651390559971333, -0.0439385250210762, 0.0177164226770401, -0.025241902098059654, 0.06263971328735352, 0.06695107370615005, 0.027510907500982285, 0.009204461239278316, 0.025888564065098763, 0.04564652591943741, 0.09097094088792801, 0.05281855911016464, 0.019992096349596977, 0.058561597019433975, 0.026751967146992683, 0.024288360029459, 0.0007321547018364072, -0.0546574667096138, -0.023275014013051987, 0.024564635008573532, -0.0033658475149422884, 0.013236490078270435, 0.0041627283208072186, 0.03531802445650101, -0.019777121022343636, -0.00951133668422699, 0.009402954019606113, 0.020163848996162415, 0.02166961319744587, -0.08292075246572495, 0.029829541221261024, -0.007423997391015291, 0.007032663561403751, -0.04461536556482315, 0.014118674211204052, -0.03162255138158798, 0.002452399116009474, 0.000843940710183233, -0.0008290938567370176, -0.07152502983808517, 0.056568194180727005, 0.020520193502306938, 0.01185985840857029, -0.021420683711767197, 0.0415932796895504, 0.000013004598258703481, -0.0674554854631424, 0.008342970162630081, -0.04712683707475662, -0.022594977170228958, -0.01415209285914898, -0.004880818538367748, 0.0136775653809309, 0.02675495482981205, 0.006779458839446306, 0.025876734405755997, 0.027741067111492157, -0.031376566737890244, 0.020812252536416054, -0.05021367222070694, -0.00047736213309690356, -0.009888196364045143, -0.02348426729440689, 0.012788388878107071, -0.05136860907077789, 0.0260077603161335, 0.07079187035560608, 0.02091180719435215, 0.01202617771923542, -0.02440021000802517, 0.012089695781469345, 0.010906638577580452, 0.04493192583322525, -0.02203718200325966, -0.047646086663007736, 0.0036691250279545784, -0.021413130685687065, -0.06883952021598816, 0.05844946950674057, -0.008596040308475494, -0.04466211423277855, 0.019099179655313492, 0.0379134826362133, -0.0020037367939949036, 0.010437041521072388, 0.030292315408587456, -0.03218487277626991, -0.022362029179930687, -0.029265137389302254, -0.018974516540765762, -0.033042918890714645, -0.00015323552361223847, 0.03285743668675423, -0.09056160598993301, 0.004425030667334795, 0.0061079105362296104, -0.015549229457974434, -0.02044888213276863, 0.021627794951200485, -0.01483194064348936, 0.01072996761649847, -0.018431898206472397, 0.02232486754655838, -0.07441956549882889, 0.061638545244932175, 0.02953903004527092, -0.03008539043366909, -0.010943309403955936, -0.007095036096870899, 0.05924338102340698, 0.017882896587252617, 0.019832346588373184, 0.07589834928512573, -0.013959133997559547, 0.009470800869166851, -0.03783874586224556, 0.055532485246658325, -0.013615642674267292, -0.06094704568386078, 0.003410836448892951, 0.03208024054765701, -0.01383635587990284, 0.017383817583322525, -0.010626671835780144, -0.017088573426008224, 0.029642736539244652, -0.010823584161698818, 0.0055279918015003204, 0.06762776523828506, 0.005219743587076664, -0.03092796914279461, 0.026685411110520363, 0.020462002605199814, 0.00022014272690284997, -0.004830432590097189, -0.013291840441524982, -0.022210555151104927, -0.049971889704465866, -0.01828872226178646, 0.007179599720984697, 0.024210121482610703, 0.019612595438957214, -0.016312126070261, 0.04002310708165169, 0.07133813947439194, 0.029401883482933044, -0.001968507654964924, 0.012837627902626991, 0.04392160847783089, 0.033998116850852966, 0.03141903877258301, -0.0027162497863173485, 0.018019134178757668, 0.03226114436984062, 0.01222978625446558, -0.018627364188432693, 0.021421141922473907, -0.019394872710108757, -0.007852273993194103, -0.05491705611348152, -0.015010084956884384, 0.03586890175938606, -0.06141612306237221, -0.021041059866547585, 0.043299444019794464, 0.07064667344093323, 0.05649889260530472, 0.031020374968647957, 0.017060834914445877, -0.06504348665475845, 0.030398482456803322, -0.004928054753690958, 0.017935212701559067, 0.044525858014822006, -0.034894999116659164, 0.0507502406835556, 0.0323951281607151, -0.017751436680555344, 0.05724248290061951, -0.08179382979869843, -0.06591758131980896, -0.01369117945432663, -0.011491742916405201, 0.05072799324989319, -0.03385717421770096, 0.015901973471045494, 0.07762232422828674, 0.011271754279732704, 0.04736949875950813, 0.018519770354032516, -0.0048857699148356915, -0.02034541592001915, -0.025635382160544395, -0.05790479853749275, 0.05873800441622734, 0.02772078476846218, -0.0028436160646378994, -0.03782025724649429, 0.012444743886590004, -0.01590139977633953, -0.030665092170238495, 0.05129304900765419, -0.013861341401934624, 0.025566192343831062, 0.021085752174258232, 0.0535181388258934, -0.014638406224548817, 0.029079770669341087, -0.024270396679639816, -0.009322297759354115, 0.01452399417757988, -0.0012035295367240906, 0.019184885546565056, 0.0061985221691429615, 0.12056991457939148, 0.05285587161779404, -0.02530244179069996, -0.0684283897280693, 0.038959797471761703, 0.022743506357073784, -0.04857080057263374, 0.007662627380341291, 0.0034692403860390186, 0.02865128219127655, -0.012978892773389816, -0.061046816408634186, -0.03830403834581375, 0.019385365769267082, -0.06655160337686539, -0.005680981557816267, 0.0688617080450058, -0.023283595219254494, 0.07813189923763275, 0.00034640918602235615, 0.011673346161842346, 0.013570958748459816, 0.0001532822207082063, -0.045961108058691025, 0.016567645594477654, 0.0036283209919929504, -0.0057495287619531155, 0.056999459862709045, -0.02512289211153984, -0.02551438845694065, -0.012737846001982689, -0.03462323173880577, 0.014959843829274178, 0.05458611622452736, 0.06932110339403152, -0.013902300037443638, 0.0642659142613411, -0.013918678276240826, 0.02416466549038887, 0.01158438716083765, -0.030315592885017395, -0.012765241786837578, -0.03772260621190071, -0.00605046609416604, -0.0016935602761805058, 0.01533932238817215, -0.0005665074568241835, 0.00720778526738286, 0.007575820200145245, -0.031934015452861786, -0.008538381196558475, 0.033921901136636734, 0.005852960981428623, -0.007207946851849556, -0.028136247768998146, -0.033279046416282654, 0.06398942321538925, -0.036859605461359024, -0.005848309025168419, 0.027123132720589638, -0.07911843806505203, 0.028320908546447754, -0.05073777586221695, -0.04861593618988991, 0.02092983014881611, -0.006511804647743702, 0.033724021166563034, 0.047867074608802795, -0.003168280702084303, 0.07079713046550751, 0.012408396229147911, 0.025524664670228958, 0.0060669416561722755, -0.007443936076015234, 0.04039512202143669, -0.0033064503222703934, -0.014622571878135204, 0.026413017883896828, 0.01862434856593609, -0.0006808952894061804, -0.06114094331860542, 0.04938635602593422, -0.03429442644119263, -0.27941760420799255, 0.024928156286478043, 0.04005792737007141, -0.03878004103899002, 0.030817652121186256, -0.030352242290973663, 0.045478105545043945, -0.05182318016886711, -0.04341980442404747, 0.03612952679395676, -0.04029011353850365, -0.036173902451992035, -0.01892746053636074, 0.05114617571234703, -0.0010080174542963505, 0.004972470458596945, -0.017255252227187157, -0.053917061537504196, 0.029336482286453247, 0.03886556252837181, -0.005716806743294001, -0.06272129714488983, -0.01771499775350094, 0.048292819410562515, 0.04246052727103233, 0.049075640738010406, -0.06983882188796997, 0.026531610637903214, -0.06039777770638466, -0.018735749647021294, 0.0034291157498955727, 0.015452763997018337, -0.0033351632300764322, -0.010599164292216301, -0.005500218365341425, -0.011140546761453152, 0.047348733991384506, 0.007583174854516983, -0.002222673036158085, 0.03168131783604622, -0.009190070442855358, -0.04739772155880928, -0.0010079239727929235, 0.03683951124548912, 0.06442437320947647, 0.03536117449402809, -0.06942016631364822, -0.024184374138712883, -0.04871608316898346, 0.07666808366775513, -0.031838368624448776, -0.03300915285944939, -0.009728171862661839, 0.03251362591981888, -0.008804804645478725, -0.0017743011703714728, -0.009554121643304825, -0.02442934736609459, -0.055626098066568375, -0.06581995636224747, -0.03447546064853668, -0.006234908476471901, -0.002006154740229249, -0.04981221631169319, -0.017067590728402138, -0.0609833300113678, -0.06080424785614014, -0.00031504390062764287, 0.06847468763589859, 0.012967037968337536, -0.024752777069807053, -0.0041929855942726135, -0.019874341785907745, -0.1069517433643341, -0.008288403041660786, -0.018700819462537766, -0.03360513970255852, 0.010499469004571438, 0.01590907759964466, 0.06168421730399132, -0.026013139635324478, -0.04890446364879608, 0.029081836342811584, 0.006308916490525007, 0.028773238882422447, -0.00037844094913452864, 0.04060367867350578, 0.035162340849637985, -0.021857213228940964, 0.0004498866619542241, 0.05020492523908615, 0.013164600357413292, -0.08502960950136185, -0.009298581629991531, 0.025493619963526726, 0.03273855522274971, 0.00004451012864592485, -0.021169837564229965, -0.0008309752447530627, 0.03828956559300423, -0.009407761506736279, -0.05487022548913956, 0.024210000410676003, -0.013890057802200317, -0.0029782727360725403, -0.010963799431920052, -0.07433193922042847, 0.007945275865495205, 0.005252060480415821, -0.003058818867430091, 0.008896089158952236, -0.03496039658784866, 0.016227317973971367, -0.024184711277484894, -0.019208041951060295, -0.026372382417321205, -0.009091912768781185, 0.06257034838199615, -0.009821799583733082, 0.009842601604759693, -0.045186009258031845, 0.008759740740060806, -0.014987114816904068, -0.0020058886148035526, -0.05302388593554497, -0.007790215313434601, 0.009766632691025734, -0.020135626196861267, -0.029615094885230064, 0.015154882334172726, 0.0023930142633616924, 0.0015774596249684691, 0.023999245837330818, -0.030329009518027306, 0.03713614493608475, -0.01948302611708641, -0.062376320362091064, -0.021328015252947807, -0.009635298512876034, 0.011032008565962315, -0.0311223566532135, 0.006709401495754719, -0.008530063554644585, 0.011113543063402176, 0.06893855333328247, 0.009788443334400654, 0.0015094373375177383, -0.02626493014395237, 0.03359352797269821, 0.03827228397130966, 0.01976994425058365, -0.05285235866904259, 0.0026241347659379244, -0.05052617937326431, -0.020167531445622444, 0.001468014670535922, 0.012279657647013664, -0.020983727648854256, -0.02479422837495804, -0.011367317289113998, -0.01343179028481245, -0.05243095010519028, -0.05044911056756973, -0.03436940163373947, 0.047068916261196136, 0.03684874624013901, -0.03152462840080261, 0.0178885105997324, 0.007990892976522446, 0.005619729403406382, 0.005314396228641272, -0.002128010615706444, -0.043439820408821106, 0.0027822500560432673, 0.004529198165982962, -0.0020155825186520815, 0.006355259567499161, -0.0020603591110557318, 0.037601668387651443, -0.01020911242812872, 0.007520150858908892, -0.043857645243406296, 0.025263087823987007, 0.006924007087945938, 0.05561135336756706, 0.032298244535923004, -0.009355561807751656, 0.0061414954252541065, -0.0233120359480381, -0.04062825068831444, -0.06350529938936234, -0.02134636975824833, 0.003663008799776435, 0.007517725694924593, -0.03782431036233902, -0.06927287578582764, 0.04433431103825569, -0.014991250820457935, -0.004419310949742794, 0.004130075220018625, 0.0049069104716181755, -0.013291728682816029, -0.035419587045907974, 0.018827034160494804, 0.05984676256775856, -0.07969988882541656, -0.0017527443123981357, -0.011646478436887264, -0.034756261855363846, 0.02067212015390396, -0.028474533930420876, -0.035717107355594635, 0.004149873275309801, -0.024970756843686104, -0.003688610391691327, -0.09444434940814972, -0.031730033457279205, -0.02992691658437252, 0.009492328390479088, 0.0004216270172037184, 0.015999367460608482, -0.052230432629585266, -0.040636807680130005, 0.00125411048065871, -0.03045288287103176, -0.005499444901943207, -0.05421929806470871, 0.02036546729505062, 0.025078775361180305, -0.0649896189570427, -0.020927079021930695, 0.01256636157631874, 0.025442859157919884, 0.03673361614346504, -0.020833918824791908, -0.034511856734752655, -0.0304424911737442, 0.014970272779464722, -0.008463709615170956, 0.03386032581329346, -0.011145331896841526, -0.011858820915222168, -0.05855141580104828, -0.022995147854089737, -0.04273843392729759, 0.026980508118867874, -0.01206471398472786, -0.00143659848254174, 0.04766219109296799, 0.06108996272087097, 0.016502613201737404, 0.03658174350857735, -0.014582064002752304, -0.0032795118167996407, 0.043448302894830704, -0.0713057816028595, -0.02160901390016079, -0.024899128824472427, -0.05898555740714073, 0.006557744927704334, 0.020072132349014282, 0.01681859791278839, -0.03694881126284599, 0.027944087982177734, 0.0106430035084486, 0.027089985087513924, 0.028689155355095863, 0.015320857055485249, 0.02635198086500168, -0.0367937907576561, 0.0058486913330852985, -0.0742700845003128, -0.029688019305467606, 0.022336991503834724, -0.004702122416347265, -0.006554530933499336, -0.0338851660490036, -0.05058595538139343, 0.06765633821487427, -0.07483221590518951, -0.009524380788207054, 0.031199399381875992, -0.010476194322109222, -0.026362687349319458, 0.04212525486946106, -0.06436364352703094, 0.009745718911290169, -0.0015301398234441876, -0.03016051836311817, -0.023239612579345703, -0.022504279389977455, 0.05247894674539566, 0.006458960473537445, 0.02210058458149433, -0.05462905019521713, -0.00307899690233171, 0.06965252012014389, 0.022614849731326103, -0.00413800124078989, 0.03603804111480713, -0.012675341218709946, 0.024756954982876778, 0.030606908723711967, 0.020689472556114197, -0.014304433949291706, 0.034933604300022125, -0.02370939776301384, -0.05715372413396835, 0.04369569942355156, -0.016792211681604385, -0.04362628608942032, -0.029559142887592316, 0.05482685565948486, 0.008726595900952816, -0.026530547067523003, -0.047593146562576294, 0.016379965469241142, -0.033784445375204086, -0.025804145261645317, -0.007219428196549416, -0.013118662871420383, -0.06054316461086273, 0.04319555312395096, 0.01542438380420208, -0.0033453486394137144, 0.05858433246612549, -0.004412808921188116, -0.017843469977378845, -0.008351200260221958, 0.10482282936573029, 0.06252019107341766, 0.0880216583609581, 0.02531273290514946, 0.07652623951435089, -0.017963813617825508, -0.043077193200588226, 0.02718617022037506, 0.004355188459157944, -0.026545144617557526, -0.03417922928929329, 0.026489531621336937, 0.03631647303700447, -0.006114138290286064, 0.062324222177267075, -0.01989622227847576, -0.03145132213830948, 0.009503844194114208, 0.05825953185558319, 0.01882818713784218, 0.06542279571294785, 0.003795107128098607, 0.015429154969751835, 0.005917658098042011, -0.0530545748770237, 0.04188256710767746, -0.029398277401924133, -0.019747097045183182, 0.025251291692256927, -0.010198700241744518, 0.03821367770433426, 0.033953357487916946, 0.021984294056892395, 0.056028664112091064, -0.020405085757374763, 0.035968877375125885, 0.002248175209388137, 0.01422963198274374, 0.00040873512625694275, 0.002895923564210534, -0.024345528334379196, -0.0162586010992527, -0.010415787808597088, -0.031749773770570755, -0.02952890284359455, -0.019291168078780174, -0.006299990229308605, 0.029496556147933006, -0.036103930324316025, 0.01850423775613308, 0.04908842593431473, 0.018777592107653618, -0.018840325996279716, -0.06040940061211586, -0.03084135614335537, -0.027992963790893555, -0.028580017387866974, -0.020429985597729683, 0.0063641974702477455, -0.01914503611624241, -0.0377764031291008, -0.004186549689620733, -0.012927950359880924, -0.03081250935792923, 0.03570662438869476, -0.05177972465753555, -0.028565287590026855, 0.016854386776685715, 0.00893285870552063, 0.019374040886759758, -0.0031773734372109175, 0.05686289444565773, 0.01924494467675686, 0.0062721804715693, -0.012695273384451866, 0.02139536663889885, 0.04721846058964729, -0.006296804174780846, 0.020094627514481544, -0.09332182258367538, -0.004620440769940615, 0.016354015097022057, -0.02009706385433674, -0.056418582797050476, 0.020142924040555954, 0.04130011796951294, 0.039087213575839996, 0.047727737575769424, 0.019187426194548607, -0.0296919085085392, -0.05049990490078926, -0.008531017228960991, 0.0014483390841633081, 0.02391783520579338, 0.05082063004374504, -0.014810790307819843, 0.08366680890321732, 0.009860847145318985, -0.03425635024905205, -0.043255764991045, -0.019486336037516594, 0.006155743729323149, -0.031997278332710266, -0.036328431218862534, -0.013950789347290993, -0.012088782154023647, -0.07876579463481903, -0.018613779917359352, 0.037407394498586655, -0.026552392169833183, -0.03267939016222954, 0.02100047469139099, 0.001460266183130443, -0.003281633835285902, 0.02216995321214199, -0.04421110078692436, 0.031010514125227928, -0.00895865261554718, -0.02133720926940441, 0.02910328470170498, 0.018093416467308998, -0.022857118397951126, -0.024095527827739716, 0.012137379497289658, -0.021506192162632942, 0.007206539623439312, -0.023914963006973267, 0.025771329179406166, 0.0536494180560112, -0.013605756685137749, -0.02595854178071022 ]
[ -0.0803796574473381, 0.02045288123190403, -0.008328202180564404, -0.026150383055210114, 0.0027964855544269085, -0.005728275049477816, 0.02865760587155819, 0.029045816510915756, 0.0000038931311792111956, -0.01964801922440529, -0.010736296884715557, -0.002218902576714754, -0.011707349680364132, 0.00823946576565504, 0.07927527278661728, 0.02345893159508705, 0.014807958155870438, -0.059586603194475174, -0.012668948620557785, 0.01493156049400568, 0.01817411184310913, -0.0019311467185616493, -0.0402531661093235, 0.006662933621555567, -0.0012399733532220125, -0.017335984855890274, 0.027806241065263748, -0.03085271455347538, -0.0017202559392899275, -0.15154606103897095, 0.004064884502440691, -0.010051235556602478, 0.05097388103604317, 0.0039251213893294334, -0.025445034727454185, 0.048605963587760925, -0.0058288234286010265, 0.02503991313278675, -0.021596644073724747, 0.036092545837163925, 0.01080593653023243, 0.025336135178804398, -0.027840275317430496, -0.028187910094857216, 0.034136638045310974, 0.01688266173005104, -0.001058976980857551, -0.0489017479121685, -0.03806248679757118, 0.013005023822188377, -0.04891509562730789, -0.038239218294620514, -0.03346296027302742, -0.01648283563554287, -0.016581520438194275, 0.020122407004237175, 0.04002762585878372, 0.05357877537608147, -0.0004439034964889288, 0.007456950377672911, 0.019064487889409065, -0.00741680758073926, -0.1592414379119873, 0.07484327256679535, -0.0006167690153233707, 0.0586153119802475, -0.04530322179198265, 0.012049664743244648, -0.0428793728351593, 0.09218841791152954, 0.008110261522233486, -0.04825596138834953, 0.016870643943548203, 0.018139537423849106, 0.02333173155784607, -0.004208158701658249, -0.003601612988859415, 0.03321397304534912, 0.03194037452340126, -0.027706686407327652, -0.00727080600336194, -0.007912743836641312, -0.03818279504776001, -0.04343770444393158, -0.016131684184074402, 0.00572595652192831, -0.012510943226516247, 0.0371563583612442, 0.017187954857945442, 0.0167506393045187, 0.04328117147088051, -0.008367839269340038, -0.004650820046663284, -0.017634646967053413, -0.065525583922863, -0.039983369410037994, -0.003753774333745241, 0.03751908242702484, -0.06528280675411224, 0.47488927841186523, -0.014709033071994781, 0.022297509014606476, 0.06037326902151108, 0.0015259503852576017, -0.014372525736689568, 0.0003977153974119574, 0.013990388251841068, -0.02213132381439209, 0.024563826620578766, 0.012083228677511215, 0.03498038649559021, -0.0010746987536549568, 0.06057705730199814, -0.03741004690527916, 0.015535199083387852, 0.032493118196725845, 0.04103177785873413, 0.027377290651202202, -0.009575228206813335, -0.04349060729146004, -0.01816796138882637, 0.015292945317924023, 0.039986900985240936, -0.011361389420926571, -0.007947786711156368, -0.07090404629707336, 0.03658699616789818, 0.054333705455064774, 0.03802894800901413, -0.009919016622006893, 0.05600596219301224, -0.05094064772129059, -0.033056195825338364, 0.01938258484005928, 0.0075169699266552925, -0.011893954128026962, 0.05201505124568939, -0.019144784659147263, 0.059143804013729095, 0.09413763880729675, 0.061391424387693405, -0.04412969946861267, -0.02233216166496277, -0.013753230683505535, -0.03862517699599266, 0.1252865493297577, -0.011113586835563183, -0.04695655405521393, -0.019500168040394783, 0.0023744336795061827, 0.008839940652251244, 0.037835024297237396, -0.020886555314064026, -0.0566653236746788, 0.02732381410896778, 0.006487908307462931, 0.11892809718847275, -0.026505494490265846, -0.027876051142811775, -0.005869969725608826, 0.0005912216147407889, -0.02222934551537037, -0.05254363268613815, 0.005082916934043169, 0.08227922022342682, -0.06393170356750488, -0.044741712510585785, -0.044023189693689346, -0.0028940404299646616, -0.08110053092241287, -0.009854591451585293, -0.004807286895811558, -0.039077941328287125, 0.003035003785043955, 0.056627217680215836, -0.026635322719812393, -0.02182086743414402, 0.00337977078743279, 0.04022051393985748, 0.0014576093526557088, 0.04108210280537605, 0.011597092263400555, -0.04181103780865669, -0.007691642735153437, -0.03689371421933174, -0.03622432053089142, -0.042462464421987534, -0.05017600953578949, -0.013296079821884632, 0.0165661983191967, -0.021118449047207832, -0.05477531626820564, -0.11342345178127289, 0.08916252106428146, -0.06193430721759796, -0.02593861147761345, 0.0025312688667327166, -0.010604887269437313, -0.04688131809234619, 0.013404259458184242, -0.11096522957086563, 0.012565313838422298, -0.024239225313067436, 0.009638207964599133, -0.03770625963807106, 0.07323364168405533, 0.044440027326345444, -0.020557884126901627, 0.11577638238668442, 0.044683460146188736, -0.046068884432315826, -0.025446241721510887, 0.03644305467605591, 0.0444086454808712, 0.006442926824092865, -0.00036894503864459693, 0.0018897763220593333, 0.007248894311487675, -0.003715590573847294, -0.002273292513564229, 0.016162928193807602, 0.006879958789795637, -0.04694401100277901, -0.33372849225997925, -0.015376036986708641, -0.007914234884083271, 0.011201159097254276, 0.05200568586587906, -0.04315551742911339, 0.035530880093574524, -0.022307490929961205, -0.016417445614933968, 0.006327572278678417, 0.032861195504665375, -0.01128364447504282, 0.028086701408028603, -0.07039017975330353, 0.019646508619189262, 0.0179593563079834, -0.05443471670150757, -0.006860917434096336, -0.03322295472025871, -0.005113540682941675, 0.0017885217675939202, 0.031099915504455566, -0.001868784660473466, -0.061123721301555634, -0.003483815584331751, -0.05793425068259239, 0.08216103911399841, 0.0446808747947216, 0.06552529335021973, 0.002774292603135109, 0.034498181194067, -0.013113669119775295, 0.014579541981220245, -0.1229940876364708, 0.020852264016866684, -0.024142971262335777, -0.014562774449586868, -0.04260609298944473, -0.009329182095825672, -0.045672204345464706, -0.03770652785897255, 0.030326928943395615, -0.07927969098091125, 0.0097163962200284, -0.09400483220815659, 0.030671479180455208, -0.030402326956391335, -0.020631391555070877, -0.0424526147544384, 0.06386669725179672, 0.02262672409415245, -0.00899782869964838, 0.001292840694077313, 0.011721293441951275, -0.01916087605059147, -0.025187524035573006, -0.10700254887342453, 0.005581129342317581, -0.010320400819182396, -0.00434639910236001, 0.01981387846171856, 0.07804009318351746, 0.04704709351062775, -0.06382136046886444, -0.025370335206389427, 0.011446052230894566, 0.0030643297359347343, 0.007466343231499195, 0.05632222071290016, 0.013009088113904, -0.016046958044171333, 0.08334866911172867, -0.008754000067710876, -0.02270514890551567, 0.04187290742993355, 0.030871130526065826, -0.033639855682849884, -0.0011065143626183271, -0.03409579023718834, -0.008640328422188759, 0.0072865872643888, -0.022341018542647362, 0.013433915562927723, -0.009483086876571178, -0.02434859611093998, 0.018866674974560738, -0.00851020123809576, -0.03715616092085838, 0.0731668770313263, -0.0005617337301373482, -0.020386088639497757, 0.044284749776124954, -0.023555386811494827, -0.04969611018896103, 0.064496248960495, 0.01605798490345478, -0.2392413467168808, 0.021816231310367584, 0.06400324404239655, 0.05493398383259773, -0.014137684367597103, 0.06916730850934982, -0.019984349608421326, -0.03784896805882454, -0.03224799036979675, 0.03632219508290291, 0.03893592581152916, 0.0002815447805915028, -0.01750938966870308, 0.013596737757325172, 0.013434145599603653, -0.005840769503265619, 0.03597710281610489, -0.01373422984033823, 0.023979801684617996, -0.02051570825278759, 0.015338770113885403, 0.001364560448564589, 0.1193167120218277, 0.028864238411188126, 0.033401403576135635, -0.009780245833098888, 0.009821448475122452, 0.00925141479820013, 0.06257075816392899, -0.012453737668693066, 0.011943601071834564, -0.01240003015846014, 0.03696340322494507, -0.0005479967221617699, 0.03499448671936989, -0.06810672581195831, -0.049575891345739365, -0.002034415490925312, 0.028581155464053154, 0.005707799922674894, 0.030351245775818825, 0.006807145196944475, -0.020520318299531937, 0.041979867964982986, 0.06024051085114479, 0.01888500712811947, 0.02434729039669037, -0.020446382462978363, -0.051644399762153625, 0.005085599143058062, -0.011155175045132637, -0.027305549010634422, 0.02069457806646824, 0.026698660105466843, 0.008880583569407463, 0.03961189463734627, 0.02840084210038185, -0.03064703196287155, 0.025316128507256508, -0.004709538538008928, -0.03305387869477272, 0.006012578494846821, 0.1061088889837265, 0.02178361639380455, 0.05244556441903114 ]
[ 0.015524294227361679, -0.008050375618040562, 0.028093352913856506, -0.00958103034645319, -0.0028060979675501585, 0.004037755541503429, 0.016456475481390953, -0.005033473018556833, -0.0013192088808864355, 0.001173923839814961, -0.00027671956922858953, 0.019494254142045975, 0.008158753626048565, -0.005352066829800606, 0.0014883480034768581, -0.010125894099473953, 0.04025747999548912, -0.015650305896997452, 0.022389769554138184, 0.02075454220175743, 0.026811758056282997, 0.02939063124358654, 0.022053081542253494, -0.0012616879539564252, -0.04049994423985481, 0.02574319951236248, -0.02516152895987034, -0.015370906330645084, 0.03246159106492996, -0.12983308732509613, -0.03428993374109268, -0.026558907702565193, 0.0293439794331789, -0.0023941926192492247, -0.04307372495532036, -0.028122643008828163, 0.016032708808779716, 0.03719235211610794, -0.0000808043623692356, -0.003193493466824293, -0.02129477821290493, 0.006949139293283224, 0.009842349216341972, -0.008255363442003727, 0.010200113989412785, -0.033052392303943634, -0.015646714717149734, -0.026244591921567917, -0.03275548666715622, -0.01429759431630373, -0.01541988831013441, -0.013271274976432323, 0.011326851323246956, -0.008913958445191383, 0.020163241773843765, 0.016485339030623436, 0.013590306043624878, 0.0010536696063354611, 0.04233613237738609, -0.00546113308519125, 0.005220486782491207, -0.021026307716965675, -0.056337811052799225, -0.023214859887957573, 0.002870592288672924, -0.027777204290032387, -0.009162785485386848, 0.013655277900397778, -0.04111349955201149, 0.004328737501055002, -0.04432583972811699, 0.003537811106070876, 0.027490459382534027, -0.04586650803685188, 0.0030991656240075827, 0.017348166555166245, -0.006362710613757372, -0.028353342786431313, -0.004638404585421085, -0.0002718285541050136, -0.017334597185254097, 0.0025719949044287205, 0.017985064536333084, -0.011393890716135502, 0.017918691039085388, -0.0431826114654541, 0.006405731663107872, -0.012292835861444473, -0.007716454565525055, 0.002150770742446184, -0.017772162333130836, 0.01567891798913479, -0.02185267210006714, 0.0020384343806654215, -0.07955405861139297, -0.02937888540327549, -0.04290681332349777, -0.03189947456121445, -0.018077652901411057, 0.8623781204223633, -0.006702199578285217, 0.02720916084945202, 0.022625932469964027, -0.008811845444142818, -0.021975534036755562, -0.030636530369520187, -0.025683142244815826, 0.013028983026742935, 0.00520608713850379, -0.042845871299505234, 0.029927773401141167, 0.04366671293973923, 0.015759799629449844, 0.013955486938357353, 0.06445959210395813, 0.011720365844666958, 0.016255931928753853, -0.013482748530805111, -0.012401905842125416, 0.0038122059777379036, 0.06181899085640907, -0.017639677971601486, 0.037310294806957245, 0.03254878520965576, 0.006770334206521511, -0.18141992390155792, 0.020453503355383873, -8.025479764675866e-33, 0.038045354187488556, 0.03021860122680664, 0.0018417120445519686, 0.012808971107006073, 0.0002572227967903018, 0.011383519507944584, 0.024973390623927116, 0.054178446531295776, 0.003820690792053938, -0.04056919366121292, 0.017395947128534317, -0.00971949752420187, 0.0194960068911314, -0.013859442435204983, 0.04287237673997879, -0.0004216512315906584, -0.005224175285547972, 0.030178669840097427, -0.010954822413623333, 0.007854188792407513, 0.03579026460647583, 0.05375755950808525, 0.026638643816113472, 0.009119327180087566, 0.003149978583678603, 0.009915485978126526, 0.02856266312301159, -0.01602407544851303, -0.009492224082350731, -0.04774109274148941, 0.0018115454586222768, 0.015037374570965767, 0.017719492316246033, -0.015921231359243393, -0.011791665107011795, -0.025467347353696823, -0.015795081853866577, -0.0026797635946422815, 0.03767424076795578, -0.05151036009192467, -0.02956976182758808, -0.0033955525141209364, -0.027043329551815987, 0.017772149294614792, 0.0013478578766807914, -0.010321746580302715, 0.016816791146993637, -0.0036200350150465965, 0.005346919875591993, 0.013857904821634293, -0.018670501187443733, 0.004522606730461121, 0.012373434379696846, -0.007119772955775261, 0.007564634084701538, 0.012088671326637268, 0.020042775198817253, 0.036135680973529816, 0.020147984847426414, 0.007404599338769913, 0.017501842230558395, 0.013333314098417759, -0.04692807421088219, -0.0005853968323208392, -0.021987969055771828, 0.011395388282835484, 0.008759087882936, -0.003305268008261919, 0.015181530267000198, -0.02230876311659813, -0.047139350324869156, -0.019274495542049408, -0.009410531260073185, 0.010180861689150333, -0.011438192799687386, -0.0066938381642103195, -0.016091732308268547, 0.02080632746219635, -0.0073401788249611855, 0.03987531736493111, 0.010057997889816761, 0.00413142004981637, -0.0278775654733181, -0.05931999906897545, -0.00016916669846978039, -0.032541096210479736, -0.009550251998007298, -0.01790250651538372, -0.0009383283904753625, 0.03684985637664795, 0.003317201044410467, 0.030551902949810028, -0.017784483730793, 0.012216135859489441, 0.0004022378707304597, 8.031790699971843e-33, -0.0035427361726760864, -0.02439928986132145, -0.044300902634859085, 0.02210114896297455, 0.015376502647995949, -0.002173526445403695, 0.00011764935334213078, -0.005621275864541531, -0.06495723873376846, -0.02546045184135437, -0.05987146869301796, 0.000353723211446777, -0.004938045982271433, 0.0343824066221714, 0.010272576473653316, -0.003901815041899681, 0.013431047089397907, -0.004765061195939779, -0.008766083978116512, -0.005421800073236227, 0.02704046294093132, 0.04445400461554527, 0.017319535836577415, 0.03537921980023384, -0.027003105729818344, 0.04255325719714165, 0.012508484534919262, 0.03275732323527336, 0.020738642662763596, -0.018563440069556236, -0.018384750932455063, 0.006797304842621088, 0.01210973970592022, -0.00043443377944640815, -0.027630550786852837, 0.0390406996011734, -0.004821193404495716, -0.012200828641653061, -0.017872409895062447, -0.010253852233290672, -0.011473647318780422, 0.02168215997517109, 0.035885702818632126, -0.0010609803721308708, 0.007223189342767, -0.019269907847046852, 0.006486129015684128, -0.01661321334540844, -0.00879991240799427, -0.0015732096508145332, -0.004947728011757135, -0.03318260610103607, 0.017765669152140617, 0.033379700034856796, -0.017856784164905548, -0.038163553923368454, -0.02972213551402092, -0.040807437151670456, 0.008074714802205563, -0.012521947734057903, -0.0073441993445158005, 0.004441020078957081, 0.023240914568305016, -0.012947801500558853, 0.004091888666152954, -0.0080660255625844, 0.02448125183582306, 0.011019881814718246, 0.011045129038393497, 0.012844627723097801, -0.03525226563215256, -0.0013373343972489238, 0.010146858170628548, 0.04431552439928055, 0.006244380492717028, 0.02435765042901039, -0.039334625005722046, -0.014426348730921745, -0.0583401620388031, -0.009874381124973297, 0.0025002076290547848, 0.01133295614272356, 0.028117600828409195, -0.016603456810116768, 0.004105763975530863, 0.036497365683317184, 0.013406040146946907, 0.01784910075366497, -0.001953194150701165, -0.024331195279955864, 0.001425023889169097, 0.009297999553382397, 0.029544062912464142, -0.013373552821576595, 0.014712455682456493, -1.3705652612827635e-8, -0.010532977990806103, 0.01331808790564537, 0.011609870009124279, 0.01896790973842144, 0.0035650250501930714, -0.019042564556002617, -0.008727631531655788, -0.04660673066973686, -0.022112715989351273, -0.009836897253990173, 0.025396516546607018, -0.014520270749926567, 0.028007466346025467, -0.004068762995302677, 0.030014218762516975, -0.035290658473968506, -0.0246250182390213, 0.006832356099039316, 0.03162052854895592, -0.002915367018431425, 0.016344748437404633, 0.0445152223110199, 0.008493187837302685, 0.011529846116900444, 0.020099181681871414, -0.007293324451893568, 0.0014923234703019261, -0.058112308382987976, -0.025812530890107155, -0.018886258825659752, 0.013299128040671349, -0.03920487314462662, -0.015659796074032784, 0.01769804209470749, -0.0011952011846005917, -0.003625457640737295, -0.004442770034074783, -0.01585708186030388, 0.008505192585289478, -0.02144557610154152, -0.0025837530847638845, -0.02057257853448391, 0.009851917624473572, -0.02009565196931362, -0.0143907330930233, 0.0004710146167781204, -0.041589248925447464, -0.03688520938158035, 0.0437476746737957, 0.010497245006263256, 0.0026373970322310925, -0.002789759077131748, 0.0006710166926495731, 0.025341253727674484, 0.01288605760782957, -0.0012245315592736006, 0.021485967561602592, -0.0027820668183267117, 0.008940129540860653, -0.011928481049835682, 0.040070608258247375, 0.024236390367150307, -0.030634989961981773, -0.023845326155424118 ]
giving-effective-feedback
https://markhneedham.com/blog/2006/09/02/giving-effective-feedback
false
2006-09-02 01:31:40
Inheritance and Delegation
[ "coding", "thoughtworks", "oop", "twu" ]
[ "Coding" ]
One of the major learning points this week at TWU has been understanding when it is appropriate to use http://en.wikipedia.org/wiki/Inheritance_%28computer_science%29[inheritance] and when http://en.wikipedia.org/wiki/Object_composition[delegation] is the better choice. I had heard stories about how inheritance could be misused but I didn't think I would be stupid enough to fall straight into that trap! We were taught the concept using 'Measurement' as the problem domain. So to translate the previous sentence into English: The aim was to design classes which could handle old school measurement types such as Inches, Feet, Yards, and so on. I went about the task by first creating a base Measurement class and then created Inch, Foot and Yard as sub classes of this. The code looked pretty slick to me and I was quite pleased with how it had turned out. I was feeling pretty confident that I had nailed the objective of the session. Alas, it was not meant to be! Upon reviewing the code my partner and I had created, one of the trainers pointed out that the sub classes did not actually do very much at all. They were effectively useless classes and there was barely any difference between them! One of the other requirements for the code was that it should be possible to compare an instance of the Inch class with an instance of the Foot class, an instance of the Yard class with the Inch class and so on. No problem I thought and promptly created methods called 'ConvertToFoot' in my Inch class and 'ConvertToInch' in my Foot class. One of the cardinal sins of object orientated programming had been committed! I now had 2 methods which did almost the exact same as the other for no additional benefit. What if there were 100 different measurements? That would mean 99 different conversion methods each to convert to all the other types of measurement. Clearly not an optimal solution - I had taken the bait and fallen into the trap of over use of inheritance. Anyway, the lesson of the session was that in this particular case it was better to use delegation or composition. In this example it means that there is only the need for one Measurement class, each instance of which comprises of a Unit object. The concept of a 'slug' was introduced - no not one of those nasty little insects, but in this case meaning an instance of an object with a private constructor and one public static instance. In other words slugs are like a poor man's Singleton. The code looked something like this: |=== | classUnit { publicstaticreadonlyUnitINCH = newUnit(1); publicstaticreadonlyUnitFOOT = newUnit(12); } |=== This made it far easier to add future measurement types, and meant that only two classes were needed instead of a potentially infinite amount. I read an interesting article on this topic by Robert Martin, titled http://www.objectmentor.com/resources/articles/inheritanceVsDelegation['Template Method & Strategy: Inheritance vs Delegation'] which explains the reasoning much better than I have here along with a code example.
null
null
[ 0.017321256920695305, 0.013667742721736431, -0.028737692162394524, 0.0303460955619812, 0.07708881050348282, 0.026820044964551926, 0.03377889469265938, 0.010749151930212975, 0.008201760239899158, -0.0247497595846653, 0.0023002636153250933, 0.00307507929392159, -0.05734502524137497, 0.03918734937906265, -0.03829188644886017, 0.07215483486652374, 0.07682836800813675, -0.01805010251700878, 0.02013181895017624, 0.03138583153486252, 0.026162542402744293, 0.056257639080286026, 0.008885777555406094, 0.03278319910168648, 0.020130515098571777, 0.04154049605131149, 0.019038602709770203, 0.012593304738402367, -0.044339053332805634, -0.026059720665216446, 0.024442117661237717, -0.017643652856349945, 0.00030382670229300857, -0.004715702496469021, 0.013331255875527859, -0.044651638716459274, 0.0021401108242571354, -0.002950499299913645, 0.012829963117837906, 0.0029533561319112778, -0.050592705607414246, 0.03459837660193443, -0.00994887761771679, -0.014313681982457638, -0.0783797949552536, -0.010102692991495132, -0.05101578310132027, 0.010820848867297173, -0.02437686361372471, 0.012177681550383568, -0.07556624710559845, 0.044464968144893646, -0.011871886439621449, -0.006042235530912876, -0.02656770683825016, 0.0469074510037899, 0.004170121159404516, -0.0719698965549469, 0.006410838570445776, -0.0583614781498909, 0.004815663211047649, -0.002257564337924123, -0.007568431552499533, 0.021799976006150246, 0.02385765314102173, -0.005144183523952961, -0.018119502812623978, 0.03653774410486221, -0.054465483874082565, -0.007844654843211174, -0.014125613495707512, 0.004588963929563761, -0.010788041166961193, 0.0004195001092739403, 0.010397489182651043, -0.05542347952723503, 0.0033416172955185175, 0.05108097940683365, 0.01265410054475069, 0.028622101992368698, -0.013704191893339157, 0.021215401589870453, 0.018815532326698303, 0.0191908311098814, 0.025065302848815918, -0.0381469689309597, -0.02468731254339218, 0.004371224902570248, -0.054294127970933914, 0.07883031666278839, 0.002477595815435052, -0.05156579241156578, 0.015390622429549694, 0.021843943744897842, -0.008892960846424103, -0.014054938219487667, 0.025940410792827606, -0.03262648358941078, -0.005971562582999468, -0.026621287688612938, -0.048773106187582016, -0.03426823392510414, 0.02709980122745037, 0.04253792017698288, -0.07480693608522415, -0.004183690994977951, -0.01799292303621769, -0.024501902982592583, 0.0025895368307828903, 0.0030256491154432297, -0.025257669389247894, 0.016838639974594116, -0.018114596605300903, -0.021613912656903267, -0.08103524148464203, 0.06826429814100266, 0.03362177684903145, -0.023435089737176895, -0.010244415141642094, 0.011483141221106052, 0.029514651745557785, 0.01126260869204998, -0.0020444593392312527, 0.07980498671531677, 0.02256057970225811, 0.017665427178144455, 0.004652442876249552, 0.05910712480545044, -0.008964636363089085, -0.05402393639087677, 0.009519786573946476, 0.04361791908740997, 0.0017825271934270859, 0.01223817653954029, 0.01209686417132616, -0.03000887669622898, -0.006405611056834459, 0.011886349879205227, 0.03144838288426399, 0.05333814024925232, 0.0034496996086090803, -0.05762232840061188, 0.01269262284040451, 0.004515243228524923, 0.00657228147611022, -0.005919351242482662, 0.01437641866505146, -0.013095463626086712, -0.018483981490135193, 0.013549244962632656, 0.0010155312484130263, 0.03091585263609886, 0.03218512237071991, -0.0298929326236248, 0.005055787041783333, 0.08982137590646744, 0.006220136769115925, 0.023665448650717735, -0.016724370419979095, 0.03214094787836075, 0.016113324090838432, 0.021552732214331627, 0.0011242019245401025, 0.008136441931128502, 0.0166428554803133, 0.013761613517999649, 0.00025557432672940195, 0.08327893167734146, -0.013322862796485424, -0.005510145332664251, -0.060410626232624054, -0.07084528356790543, 0.05373906344175339, -0.06032705679535866, -0.042992111295461655, 0.03181004524230957, 0.06336329877376556, 0.008435622788965702, 0.058226328343153, -0.006090659182518721, -0.07499639689922333, 0.013635070994496346, 0.00949797686189413, 0.0247091855853796, 0.03278018534183502, -0.019431639462709427, 0.06288357824087143, 0.017626771703362465, -0.0056997439824044704, 0.028030892834067345, -0.05689160153269768, -0.08185554295778275, -0.01758694089949131, -0.029651528224349022, 0.07262471318244934, -0.02918817289173603, -0.005175694823265076, 0.05897147208452225, 0.0024782302789390087, 0.05239767208695412, 0.023084549233317375, 0.008426033891737461, 0.02146439254283905, -0.01656806282699108, -0.009372033178806305, 0.03699059039354324, 0.01689542643725872, 0.02822745032608509, -0.029176007956266403, -0.004328160546720028, -0.009500062093138695, -0.03591003268957138, 0.04410867765545845, -0.02301262691617012, 0.031527191400527954, 0.017235031351447105, 0.03137398138642311, -0.05983603000640869, 0.04556955024600029, -0.0625498965382576, -0.020322242751717567, -0.00021129139349795878, -0.02583315409719944, 0.009365496225655079, -0.021750379353761673, 0.1229662299156189, 0.05334685742855072, -0.029691215604543686, -0.04059486836194992, 0.014436579309403896, 0.009260156191885471, -0.06665655970573425, 0.0024615887086838484, -0.004308315925300121, 0.016671812161803246, 0.026761239394545555, -0.06057265028357506, -0.030589891597628593, 0.04398549720644951, -0.049395591020584106, -0.011251620948314667, 0.08215741813182831, -0.026141945272684097, 0.06960657984018326, 0.005406627897173166, -0.016538551077246666, 0.02575487457215786, -0.007927380502223969, -0.04412820190191269, -0.003795777214691043, 0.004601689055562019, 0.0029665830079466105, 0.047997668385505676, -0.032964516431093216, -0.01945875585079193, -0.028680309653282166, -0.03114963509142399, 0.0057183220051229, 0.039746079593896866, 0.06722011417150497, -0.0032294171396642923, 0.06971030682325363, 0.011402173899114132, 0.018662195652723312, -0.012782945297658443, -0.04335375502705574, -0.01753411442041397, -0.0030189675744622946, 0.0019493248546496034, -0.0031419871374964714, 0.003019003663212061, 0.018214169889688492, 0.04279305040836334, -0.001527362153865397, -0.015547518618404865, -0.01842651702463627, 0.03053269349038601, -0.02857128717005253, -0.022319592535495758, -0.03730383515357971, -0.034843653440475464, 0.03685583546757698, -0.04238034784793854, -0.010465673170983791, 0.026010867208242416, -0.07094135135412216, 0.05489145964384079, -0.07430540770292282, -0.0398256853222847, 0.010442507453262806, 0.029909150674939156, 0.04566669464111328, 0.00023936215438880026, 0.00011745938536478207, 0.0704307109117508, 0.016158055514097214, -0.005097927525639534, -0.02166871726512909, 0.016391577199101448, 0.018734529614448547, -0.00897848978638649, 0.028657766059041023, 0.013968820683658123, 0.018170099705457687, -0.01527185644954443, -0.03549506142735481, 0.026761747896671295, -0.01528958324342966, -0.28491121530532837, 0.02981204353272915, -0.007867757230997086, -0.03119194321334362, 0.03240332007408142, -0.013284744694828987, 0.012321863323450089, -0.058826856315135956, -0.05447445437312126, 0.04592246189713478, -0.0164659321308136, -0.06619632989168167, 0.00569018954411149, 0.06919748336076736, 0.015662791207432747, 0.0377790629863739, 0.008220038376748562, -0.05061446130275726, -0.012965529225766659, 0.05793197825551033, -0.02085217647254467, -0.06359078735113144, -0.005668476689606905, 0.05378180742263794, 0.04115939512848854, 0.06190057471394539, -0.09473858028650284, 0.027398942038416862, -0.06969361752271652, 0.001871912507340312, 0.004832490347325802, 0.012729584239423275, 0.004925262648612261, -0.03395590931177139, -0.013074202463030815, -0.02538958564400673, 0.015980973839759827, 0.015471702441573143, -0.012125816196203232, 0.02176542393863201, -0.024776995182037354, -0.046603478491306305, -0.03709406778216362, 0.03742203116416931, 0.04681757092475891, 0.0023750148247927427, -0.04733644425868988, -0.016217034310102463, -0.023719919845461845, 0.07230235636234283, -0.04146547242999077, -0.013312690891325474, 0.011507981456816196, 0.031023839488625526, -0.015860920771956444, -0.017386967316269875, 0.008609511889517307, 0.023071715608239174, -0.0592476911842823, -0.027286570519208908, -0.014521013014018536, -0.015305271372199059, -0.00942168477922678, -0.03838635981082916, -0.02328835241496563, -0.07155336439609528, -0.07957503199577332, 0.0018850343767553568, 0.05949912965297699, 0.013864352367818356, -0.03721659258008003, 0.005324598401784897, -0.004725127946585417, -0.12230395525693893, -0.0019216254586353898, 0.0007064421661198139, -0.028029363602399826, -0.026843171566724777, 0.028891287744045258, 0.047945212572813034, -0.03029400296509266, -0.06322948634624481, 0.02847132831811905, 0.03766288235783577, 0.005477233789861202, -0.01791931316256523, 0.017803391441702843, -0.000747030193451792, 0.006001689005643129, 0.010506891645491123, 0.07994644343852997, 0.02254573069512844, -0.028459500521421432, -0.0399879515171051, 0.010552932508289814, 0.017834197729825974, 0.020151201635599136, -0.002760000294074416, 0.004977239295840263, 0.02350516803562641, -0.011649557389318943, -0.05975283309817314, 0.025398757308721542, -0.015428096055984497, -0.021531064063310623, -0.03716786205768585, -0.057066529989242554, 0.03797624632716179, 0.03668546676635742, 0.008090835064649582, -0.01048976555466652, -0.03311719745397568, 0.02559470757842064, -0.040867820382118225, -0.042529355734586716, -0.023340024054050446, -0.013154281303286552, 0.04467260092496872, -0.008668552152812481, 0.003256674390286207, -0.04087715223431587, 0.01696646772325039, -0.012953771278262138, -0.009035183116793633, -0.05662589892745018, -0.04634101316332817, 0.009930077940225601, -0.011872519738972187, -0.033537451177835464, -0.0007778223953209817, -0.02378435805439949, 0.03680979460477829, 0.021772604435682297, -0.042184799909591675, 0.0014435607008635998, 0.009718773886561394, -0.06280713528394699, -0.04175981134176254, -0.009708669036626816, -0.008909099735319614, -0.012652511708438396, 0.003338857786729932, 0.02438080683350563, 0.029988398775458336, 0.06708499789237976, 0.022267943248152733, 0.03457307070493698, 0.0018223428633064032, 0.012414618395268917, 0.015025289729237556, 0.02238164283335209, -0.07490431517362595, 0.03994562849402428, -0.05270509049296379, -0.02427118457853794, -0.0320858433842659, 0.010816703550517559, 0.0023102941922843456, -0.02366206981241703, -0.009632675908505917, 0.014929434284567833, -0.04942918196320534, -0.0401376448571682, -0.050496987998485565, 0.01682252250611782, 0.07581082731485367, -0.020226463675498962, 0.03338177502155304, -0.03457466512918472, -0.01719367690384388, 0.025868285447359085, 0.01165695395320654, -0.03583298623561859, 0.021779503673315048, 0.021688541397452354, -0.00041015990427695215, 0.0003425735339988023, 0.008676353842020035, 0.04354896768927574, 0.023389950394630432, -0.0019400628516450524, -0.02758024074137211, 0.02980087324976921, -0.01310521736741066, 0.05063829943537712, 0.005315777380019426, -0.008787570521235466, -0.005387008655816317, -0.003974263556301594, -0.009766540490090847, -0.03707103058695793, -0.028049185872077942, -0.006861218251287937, 0.04991083964705467, -0.05172385647892952, -0.06933917105197906, 0.021345216780900955, 0.03710999712347984, 0.006693513132631779, -0.0030289602000266314, 0.01252678595483303, 0.019534345716238022, -0.016791198402643204, 0.015243160538375378, 0.03672662749886513, -0.04332227259874344, 0.017226455733180046, -0.012171373702585697, 0.008042645640671253, 0.017690641805529594, -0.004227235447615385, -0.034147392958402634, -0.010843782685697079, -0.035665467381477356, -0.0081641161814332, -0.06542357057332993, -0.012984616681933403, -0.04610631987452507, -0.0010819699382409453, -0.035505034029483795, -0.006558531895279884, -0.0022118589840829372, 0.002689539920538664, -0.01653151586651802, -0.030815238133072853, 0.014217633754014969, -0.0315936878323555, 0.0139351487159729, 0.0411626473069191, -0.022084644064307213, 0.009009772911667824, -0.009142013266682625, 0.011465149000287056, 0.026710936799645424, -0.01592191308736801, -0.015307065099477768, -0.02990656904876232, 0.020933229476213455, 0.0056061153300106525, 0.034363098442554474, 0.03469778224825859, -0.018756480887532234, -0.02928326092660427, 0.009925948455929756, -0.029531797394156456, 0.03488140180706978, -0.00850796140730381, -0.04165966436266899, 0.026415957137942314, 0.044713277369737625, -0.001211772789247334, 0.02624489553272724, -0.0022757728584110737, -0.010079680010676384, 0.03782939165830612, -0.07757271081209183, -0.023207813501358032, -0.003921981435269117, -0.05617474764585495, 0.03095763735473156, 0.003356785047799349, 0.02444719523191452, -0.054268285632133484, 0.041810374706983566, 0.01785924844443798, 0.014589360915124416, 0.04813387244939804, -0.00444571441039443, 0.045879486948251724, -0.06724821031093597, 0.012572725303471088, -0.08989179134368896, -0.012186833657324314, 0.007047935388982296, 0.02173515222966671, -0.04221189767122269, -0.020511146634817123, -0.036436185240745544, 0.031706325709819794, -0.08285996317863464, -0.01997383125126362, 0.04385308921337128, 0.012563374824821949, -0.013234052807092667, 0.012017439119517803, -0.03947542980313301, 0.04531950503587723, 0.015877265483140945, -0.044743411242961884, -0.008346742019057274, -0.026416612789034843, 0.03420471400022507, 0.007813364267349243, 0.019927166402339935, -0.027040960267186165, 0.014202040620148182, 0.07793913781642914, 0.025563249364495277, 0.019033996388316154, 0.04466613382101059, -0.01588824763894081, 0.04874728247523308, 0.03320520371198654, -0.00450171809643507, 0.00025551984435878694, -0.011706088669598103, 0.003875092836096883, -0.06435087323188782, 0.020837372168898582, 0.02155935764312744, -0.02180951088666916, -0.06108858063817024, 0.05482613295316696, -0.0013325917534530163, -0.016389088705182076, -0.04631357640028, 0.025887060910463333, -0.0321606770157814, -0.022463873028755188, -0.016170145943760872, -0.008962017484009266, -0.05062992125749588, 0.06104053556919098, -0.013435795903205872, -0.008195233531296253, 0.08129357546567917, -0.014974054880440235, -0.025296669453382492, -0.011863132938742638, 0.09806130826473236, 0.06597374379634857, 0.06405321508646011, -0.0025384293403476477, 0.08533543348312378, -0.018376898020505905, -0.053969912230968475, 0.01583920046687126, -0.02185826189815998, 0.0033976484555751085, -0.007363325450569391, 0.03813377767801285, 0.06001882255077362, -0.022842824459075928, 0.05689239874482155, -0.027185527607798576, -0.005253017880022526, -0.004056925419718027, 0.032898910343647, 0.03964293375611305, 0.05675879865884781, 0.01491545420140028, 0.025035256519913673, -0.011150268837809563, -0.04924430698156357, 0.014338555745780468, 0.005800473969429731, -0.022034980356693268, -0.0033129046205431223, -0.026906484737992287, 0.03109026327729225, -0.0008965627057477832, 0.02768014743924141, 0.06423542648553848, -0.03090907633304596, -0.006715946830809116, 0.015235158614814281, 0.0358499251306057, 0.04023386538028717, -0.01923629455268383, -0.028503742069005966, -0.0026097490917891264, -0.00847607757896185, -0.014733491465449333, -0.026238178834319115, -0.004528897814452648, -0.01245078630745411, 0.05888523533940315, -0.015480528585612774, 0.029851654544472694, 0.018624858930706978, 0.02401980571448803, -0.02538931928575039, -0.0581231527030468, -0.056424979120492935, -0.019180644303560257, -0.04276326298713684, 0.018200181424617767, 0.05360852926969528, -0.020762678235769272, -0.01612570881843567, -0.027229664847254753, -0.006296379491686821, -0.02544507384300232, 0.04878312721848488, -0.05613209679722786, -0.0327996127307415, 0.02227536402642727, 0.015113468281924725, 0.037063080817461014, 0.018203727900981903, 0.04775835573673248, -0.004572284407913685, -0.005442001391202211, -0.034104201942682266, -0.013165399432182312, 0.024027463048696518, 0.00031528109684586525, 0.004803115967661142, -0.08161242306232452, 0.011848773807287216, 0.03639848902821541, -0.014989376999437809, -0.06712248921394348, 0.007285763509571552, 0.017713192850351334, -0.005693964194506407, 0.05880444496870041, -0.014340367168188095, -0.014383192174136639, -0.027960721403360367, -0.01764502376317978, -0.011236045509576797, 0.021528180688619614, 0.049233146011829376, -0.032824642956256866, 0.09003347903490067, 0.03234044834971428, -0.0278570968657732, -0.0321965366601944, 0.005982357542961836, -0.0060333493165671825, 0.010221082717180252, -0.04447092488408089, -0.016039006412029266, 0.008898720145225525, -0.07024627923965454, -0.04123769327998161, 0.027733296155929565, -0.03514846786856651, -0.04171932116150856, 0.016389019787311554, 0.01961228996515274, 0.001823224825784564, 0.027586251497268677, -0.04258372634649277, 0.04366382956504822, -0.022404614835977554, -0.00921692606061697, 0.02872643619775772, 0.0024030611384660006, -0.02736159786581993, 0.03290550410747528, 0.0023949642200022936, -0.03189823403954506, -0.02407626248896122, -0.02621014602482319, 0.051300663501024246, 0.062447793781757355, -0.0020002007950097322, 0.021258367225527763 ]
[ -0.07345651090145111, -0.006716911215335131, -0.00937850121408701, -0.05127854645252228, 0.007665376178920269, -0.04247217997908592, -0.012671957723796368, 0.02632497251033783, -0.0005224010674282908, -0.009737427346408367, 0.005631859879940748, -0.05416172742843628, 0.008566712960600853, 0.011916466057300568, 0.08641546964645386, 0.012422469444572926, -0.024337776005268097, -0.017233476042747498, 0.023684749379754066, 0.037691667675971985, 0.040811337530612946, -0.040358200669288635, -0.03707220032811165, -0.013556607998907566, 0.01908227615058422, 0.04856134206056595, 0.008561808615922928, -0.042671266943216324, 0.03199128061532974, -0.22914180159568787, 0.018648400902748108, -0.00014575215755030513, 0.024929024279117584, -0.0008498472743667662, 0.0024814584758132696, 0.047106049954891205, 0.022868046537041664, 0.01652173511683941, -0.01429135911166668, 0.05856793373823166, 0.00509117403998971, 0.01995178870856762, -0.0522649884223938, -0.04912415146827698, 0.04399699717760086, -0.005958434659987688, -0.019366631284356117, -0.02211417630314827, -0.009399143978953362, 0.042469631880521774, -0.035026825964450836, -0.02692101150751114, 0.0006417018012143672, 0.008987686596810818, -0.02575806714594364, 0.05075371637940407, 0.05292738229036331, 0.04732302203774452, 0.027376631274819374, -0.0017274878919124603, -0.018700171262025833, 0.0020326341036707163, -0.1340806931257248, 0.07780938595533371, 0.019530124962329865, 0.05779382586479187, -0.020420139655470848, -0.022076895460486412, 0.013435635715723038, 0.08983021229505539, 0.01757670007646084, -0.03023620694875717, -0.0026803426444530487, 0.05074189603328705, -0.0015494449762627482, 0.0014345071977004409, 0.0007867409149184823, -0.006724219769239426, 0.04284494370222092, -0.06818105280399323, -0.04338768497109413, -0.014665794558823109, -0.01685597375035286, -0.007875010371208191, -0.02755696326494217, 0.0297191571444273, -0.015874572098255157, 0.03337743505835533, 0.04557536914944649, 0.030529167503118515, 0.033485446125268936, -0.026500359177589417, -0.0018072215607389808, 0.006339872255921364, -0.06222052499651909, -0.007088536862283945, -0.01818709820508957, 0.017140690237283707, -0.053962405771017075, 0.47884905338287354, -0.027062002569437027, -0.023005519062280655, 0.06620176136493683, 0.02590101771056652, -0.010706109926104546, 0.017552390694618225, -0.027865596115589142, -0.04988040402531624, 0.01750977151095867, -0.04062997177243233, 0.016123956069350243, -0.009347891435027122, 0.027875617146492004, -0.03671789541840553, -0.017101429402828217, -0.007448919583112001, 0.020231034606695175, -0.008943026885390282, 0.025783836841583252, -0.011555559933185577, -0.018555033951997757, 0.021580176427960396, 0.021373378112912178, -0.0068309251219034195, -0.010299109853804111, -0.08538810908794403, 0.007884371094405651, 0.059264007955789566, 0.007520504295825958, 0.024144643917679787, 0.053198907524347305, -0.03916706517338753, -0.08292332291603088, -0.021900024265050888, 0.010730256326496601, 0.010666528716683388, 0.04955996945500374, -0.019330814480781555, 0.011892881244421005, 0.04228014871478081, -0.01668470725417137, -0.01578241027891636, -0.007066469639539719, -0.0022227189037948847, -0.06723137199878693, 0.12090940773487091, -0.0034131433349102736, -0.0006930973031558096, 0.00004778888251166791, -0.0028731089551001787, -0.0024470535572618246, 0.03375751152634621, -0.017392221838235855, -0.0828571617603302, 0.014644738286733627, 0.03190215677022934, 0.031512871384620667, 0.012989499606192112, -0.04735063761472702, -0.04979106783866882, -0.022176850587129593, -0.0003176539030391723, -0.05320367589592934, 0.029871216043829918, 0.06363020837306976, -0.08140689879655838, -0.019119955599308014, 0.009860431775450706, 0.029177743941545486, -0.09853246062994003, 0.006526542827486992, 0.029015647247433662, -0.03524395450949669, 0.007853194139897823, 0.07970067858695984, -0.01993371732532978, -0.04057850316166878, 0.007889119908213615, 0.02830345369875431, 0.01980013959109783, 0.026680031791329384, -0.017958827316761017, -0.035998743027448654, -0.020547453314065933, -0.009152716025710106, -0.05282300338149071, -0.03151775151491165, -0.027979154139757156, -0.024637417867779732, 0.024809088557958603, -0.005645581055432558, 0.006366364192217588, -0.11077827215194702, 0.044226862490177155, -0.039077289402484894, -0.029577262699604034, 0.038953449577093124, 0.0023590673226863146, -0.02665424719452858, 0.003259486984461546, -0.028638524934649467, 0.020265813916921616, -0.010036464780569077, 0.04651243984699249, -0.04860750585794449, 0.0558619424700737, 0.08870669454336166, -0.019630057737231255, 0.10327988117933273, 0.08292007446289062, -0.03547113761305809, -0.058113425970077515, -0.015528327785432339, 0.0008146138861775398, -0.022518513724207878, -0.0018826927989721298, -0.00035348351229913533, 0.028902653604745865, 0.0006537063745781779, 0.004429942462593317, -0.02575109153985977, -0.019130822271108627, -0.013710209168493748, -0.3358783721923828, -0.02757985144853592, -0.007621028460562229, -0.016285767778754234, 0.012787088751792908, -0.056564658880233765, 0.028308840468525887, -0.009182123467326164, -0.047219324856996536, -0.01676865667104721, 0.07620878517627716, 0.009560229256749153, -0.004786549601703882, -0.06815962493419647, -0.01399676688015461, -0.009295432828366756, -0.04289165511727333, -0.0025179393123835325, -0.0366237573325634, -0.00027419222169555724, 0.007829341106116772, 0.022895080968737602, -0.017488490790128708, -0.06060781702399254, -0.02166375145316124, -0.05356484651565552, 0.09797687083482742, -0.03577606379985809, 0.11801155656576157, -0.01594666950404644, 0.06721831858158112, -0.013083984144032001, 0.025416424497961998, -0.06192696467041969, -0.0024839243851602077, -0.004069688729941845, -0.02690446935594082, 0.003274054965004325, 0.03631352260708809, -0.036478545516729355, -0.04788091778755188, 0.03081718273460865, -0.02105993777513504, -0.022009018808603287, -0.03271441161632538, 0.024272922426462173, -0.012408280745148659, -0.03887122869491577, -0.01297187339514494, 0.07423829287290573, 0.028749240562319756, -0.05155295506119728, 0.011893801391124725, -0.0015655799070373178, -0.049810852855443954, -0.017574112862348557, -0.08378979563713074, 0.023680416867136955, -0.002658434212207794, 0.01979811117053032, 0.017110535874962807, 0.07620930671691895, 0.003694087266921997, -0.05701560899615288, -0.013665235601365566, -0.004599167034029961, -0.001077101333066821, -0.012877737171947956, 0.027666417881846428, -0.04730541631579399, -0.00016693685029167682, 0.07998056709766388, -0.0011517677921801805, -0.0357477180659771, 0.0030067244078963995, 0.05978284776210785, -0.007977868430316448, 0.045929621905088425, 0.0004181201511528343, 0.015209292061626911, 0.015541549772024155, -0.03620261698961258, 0.001008902327157557, -0.032657500356435776, 0.00690937414765358, 0.01648770458996296, 0.019106024876236916, 0.002375490264967084, 0.029509395360946655, 0.006499402225017548, -0.02610853873193264, 0.0137103870511055, -0.0063322242349386215, -0.020558850839734077, 0.052264146506786346, -0.008111482486128807, -0.2737809717655182, 0.014237748458981514, 0.06672674417495728, 0.04886351898312569, 0.004298178479075432, 0.029108919203281403, 0.020045794546604156, -0.03805075213313103, 0.0037761118728667498, -0.00895616877824068, 0.04663902521133423, -0.009565434418618679, 0.019472070038318634, 0.014548853039741516, 0.02840876765549183, -0.016784420236945152, 0.028116395696997643, -0.02449670620262623, 0.02163603901863098, 0.02294396050274372, 0.03784335404634476, 0.0077707767486572266, 0.14945155382156372, 0.013163574039936066, 0.053552351891994476, -0.0071542030200362206, 0.0001331448002019897, 0.01416757795959711, 0.06071598827838898, -0.0022639157250523567, -0.0028488740790635347, 0.01087373960763216, 0.06659059971570969, -0.01600688509643078, 0.0141527708619833, -0.05531977489590645, -0.005032617598772049, -0.008275364525616169, 0.015489393845200539, 0.027607016265392303, 0.026133578270673752, -0.005875080823898315, -0.02765549160540104, 0.021985698491334915, 0.0642770305275917, 0.04687654599547386, 0.02228972129523754, -0.032841380685567856, -0.02824489213526249, -0.026533663272857666, -0.009997867047786713, -0.025401920080184937, 0.00700993649661541, -0.00909638311713934, -0.013313324190676212, 0.06433741748332977, 0.01263718493282795, -0.016521582379937172, -0.029622850939631462, 0.00040729809552431107, 0.003391764359548688, -0.011718475259840488, 0.08088888227939606, 0.03633357211947441, 0.025943931192159653 ]
[ -0.019820675253868103, 0.033038180321455, 0.015452001243829727, 0.011598591692745686, -0.01488169003278017, -0.0391312874853611, -0.014962277375161648, 0.009882982820272446, -0.03478440269827843, 0.05477219074964523, 0.004183570388704538, -0.012515529990196228, 0.023083314299583435, 0.014626850374042988, 0.0011238128645345569, 0.00125400279648602, 0.0294934194535017, 0.021506963297724724, -0.005708253011107445, 0.019427061080932617, -0.0006198694463819265, 0.051136940717697144, 0.033197421580553055, 0.01764441281557083, -0.029940105974674225, -0.005011867266148329, -0.01938796602189541, -0.01495184376835823, 0.018617207184433937, -0.16419684886932373, -0.0478304959833622, -0.018131494522094727, -0.009191763587296009, 0.04182470962405205, -0.03150864690542221, -0.0124287661164999, 0.03789329528808594, 0.0038869252894073725, 0.005552550777792931, 0.008544078096747398, -0.02271425910294056, -0.01857575960457325, 0.0054761008359491825, 0.018121305853128433, -0.029316741973161697, 0.010608137585222721, 0.007773071061819792, -0.05675730109214783, -0.016408320516347885, -0.020769687369465828, -0.020116958767175674, -0.036059584468603134, -0.02919956110417843, 0.019647439941763878, 0.023448463529348373, 0.009222605265676975, 0.011424073949456215, 0.00775318406522274, -0.008289611898362637, -0.038422342389822006, -0.020512890070676804, 0.010764866136014462, -0.0434715636074543, -0.033636465668678284, -0.008044655434787273, -0.05801963806152344, -0.017393629997968674, 0.009240510873496532, -0.0019899604376405478, -0.019208846613764763, 0.012472981587052345, 0.011716538108885288, 0.033568937331438065, 0.013905312865972519, 0.018426548689603806, 0.027023060247302055, -0.0024415089283138514, 0.014095074497163296, 0.013715118169784546, -0.016562718898057938, -0.03343633934855461, 0.00980874802917242, 0.01894061267375946, 0.009433495812118053, 0.04268405959010124, -0.03113820031285286, 0.001056978479027748, 0.033158671110868454, 0.013352721929550171, 0.007566808722913265, -0.015157323330640793, -0.004685830790549517, -0.012413126416504383, 0.04041863977909088, -0.08292848616838455, -0.008819242008030415, -0.012396324425935745, -0.01625930704176426, 0.00020823636441491544, 0.8386530876159668, -0.03047746978700161, 0.04686537757515907, 0.01355268806219101, 0.04267062619328499, 0.013607313856482506, -0.006037200801074505, -0.015859799459576607, 0.0061646983958780766, 0.04791432246565819, -0.066897913813591, 0.05259223282337189, 0.00871449988335371, 0.0012482316233217716, 0.03292645886540413, 0.0011559134582057595, 0.00669802725315094, -0.014067553915083408, 0.004713186528533697, 0.019382957369089127, 0.0030653502326458693, -0.002126414095982909, -0.005170588381588459, -0.008281949907541275, 0.018653471022844315, 0.0381893515586853, -0.17679786682128906, 0.0058133564889431, -8.117855253551266e-33, 0.018852705135941505, -0.007660851813852787, -0.019068147987127304, 0.005963575094938278, 0.003259422490373254, 0.008750088512897491, 0.01793140545487404, 0.05802236124873161, 0.016464734449982643, -0.01730942539870739, 0.0010980165097862482, 0.004578012507408857, 0.03420974686741829, -0.008238519541919231, 0.041721392422914505, -0.01812736876308918, -0.017284205183386803, 0.04855876788496971, 0.022591348737478256, 0.05282684788107872, 0.026405861601233482, 0.03265843540430069, -0.026634318754076958, -0.02763027884066105, 0.06529608368873596, 0.027772290632128716, 0.006019593216478825, 0.012171054258942604, -0.016311468556523323, -0.03273111954331398, 0.005246985703706741, 0.022911949083209038, 0.004680045414716005, -0.028829747810959816, 0.010946257039904594, -0.07021939754486084, 0.021293628960847855, 0.024416975677013397, -0.02714012749493122, -0.06396429240703583, 0.004670147318392992, -0.017817549407482147, 0.007900716736912727, -0.02252717688679695, -0.023785803467035294, -0.004594574216753244, 0.0020763191860169172, 0.0025792072992771864, 0.02826167456805706, -0.014844397082924843, -0.0011416591005399823, 0.009342595003545284, 0.028980132192373276, 0.00892654899507761, 0.02410118840634823, -0.02340008318424225, 0.014454914256930351, 0.009772890247404575, -0.00354115036316216, -0.014384782873094082, -0.001849403721280396, 0.02116307057440281, -0.008615833707153797, 0.03149796649813652, -0.014456719160079956, -0.03450597822666168, -0.010014073923230171, 0.003132913028821349, 0.029752211645245552, -0.0015819740947335958, -0.039056580513715744, -0.03230578079819679, -0.026166925206780434, -0.024232957512140274, 0.0021095324773341417, -0.02443954534828663, -0.015537329018115997, 0.00628359941765666, -0.030083393678069115, -0.005730027332901955, -0.00001648957004363183, 0.008664781227707863, 0.023545781150460243, -0.016699129715561867, 0.0028739396948367357, -0.008903666399419308, 0.03091577999293804, 0.002383355051279068, 0.004403389524668455, 0.009038688614964485, 0.01322206575423479, 0.012956353835761547, -0.03205781802535057, -0.00901846494525671, -0.012508725747466087, 8.507508120961838e-33, -0.026644757017493248, 0.04171270504593849, -0.032408349215984344, 0.004001747816801071, -0.016003409400582314, 0.0048708547838032246, 0.020236559212207794, -0.015500965528190136, -0.04748934507369995, 0.017547618597745895, -0.01564200595021248, 0.022994639351963997, -0.017056234180927277, 0.023279553279280663, 0.01929139904677868, -0.029797427356243134, -0.007525380700826645, -0.050741370767354965, 0.007493147626519203, 0.005661816336214542, 0.018681474030017853, 0.011015386320650578, 0.024401387199759483, -0.027238426730036736, -0.018612777814269066, 0.05270997807383537, -0.026836976408958435, 0.03569624200463295, -0.019705338403582573, 0.006161028519272804, -0.023555798456072807, -0.033784169703722, 0.030091384425759315, -0.018162257969379425, -0.025923170149326324, 0.008432556875050068, 0.0198792926967144, -0.03649885579943657, 0.008470903150737286, -0.01638627052307129, 0.04165150225162506, -0.0012901162263005972, 0.022709200158715248, 0.023589374497532845, -0.008328198455274105, -0.033891890197992325, 0.025250867009162903, -0.013895631767809391, -0.015095573849976063, 0.019670043140649796, 0.01775917038321495, 0.007869385182857513, 0.03161327540874481, 0.0011149583151564002, 0.020909221842885017, -0.019551003351807594, -0.02403905615210533, -0.012177899479866028, -0.014547188766300678, 0.03755224496126175, 0.006754585541784763, 0.020868495106697083, -0.03881591930985451, 0.03924383223056793, -0.030165109783411026, 0.04893012344837189, -0.03265994042158127, 0.022393207997083664, -0.0252387635409832, 0.03172265365719795, -0.03084518387913704, 0.010566988959908485, 0.00878482311964035, 0.033445391803979874, 0.0006259180372580886, -0.009600738994777203, -0.002347062574699521, 0.009308750741183758, -0.027544908225536346, -0.003332392778247595, 0.007530028000473976, -0.029247764497995377, 0.01506741438060999, -0.005529031623154879, 0.012269164435565472, 0.008133430033922195, -0.019921300932765007, 0.019633395597338676, 0.011262713000178337, -0.007903535850346088, 0.004039223305881023, 0.0019607865251600742, 0.023456403985619545, 0.002262603957206011, 0.013743904419243336, -1.3431018963672159e-8, -0.03487233817577362, 0.026364535093307495, 0.001431849435903132, 0.03929731994867325, 0.013597306795418262, -0.0060451640747487545, -0.006893261335790157, -0.0010126031702384353, -0.04606198891997337, 0.00860364269465208, 0.054836202412843704, -0.006592878140509129, -0.0038882929366081953, 0.04071483761072159, 0.04286946728825569, -0.0716690793633461, -0.02790270373225212, -0.02155836671590805, 0.01608290709555149, -0.006198194809257984, -0.004818296525627375, 0.03306159749627113, 0.011270429939031601, 0.0076278033666312695, 0.014874338172376156, 0.0036440882831811905, 0.0031094530131667852, -0.08316866308450699, 0.02333696000277996, 0.026939114555716515, 0.005476511083543301, -0.012913540937006474, -0.032694827765226364, 0.050504788756370544, -0.005526586901396513, -0.02388082817196846, -0.02425592951476574, 0.03404165431857109, 0.026196878403425217, 0.005954098887741566, -0.030220676213502884, 0.00023778028844390064, -0.02642902173101902, -0.009683654643595219, 0.02259804867208004, -0.011487772688269615, -0.02412603050470352, -0.024358144029974937, 0.024575697258114815, 0.007889716885983944, -0.021030951291322708, 0.03087007813155651, -0.017472052946686745, -0.012575515545904636, 0.01273371558636427, -0.006686844862997532, 0.012866852805018425, -0.04078712314367294, -0.05033322051167488, 0.03550844267010689, 0.033131107687950134, -0.005576906725764275, -0.03972160816192627, -0.020221853628754616 ]
inheritance-and-delegation
https://markhneedham.com/blog/2006/09/02/inheritance-and-delegation
false
2006-08-29 20:01:05
First thoughts on Ruby...
[ "coding", "ruby" ]
[ "Ruby" ]
I've heard a lot about http://en.wikipedia.org/wiki/Ruby_on_rails[Ruby on Rails] over the last couple of years but I'd never really been intrigued to get it set up on my machine and 'have a play' with it so to speak. It turned out to be a relatively painless process and after following the instructions on the http://www.rubyonrails.org/[official site] I had it all setup within about half an hour which was a record for me for getting a development environment setup. With a bit of help from the http://www.amazon.co.uk/Programming-Ruby-Pragmatic-Programmers-Guide/dp/0974514055/sr=8-1/qid=1156856404/ref=sr_1_1/026-8829816-9098059?ie=UTF8&s=gateway[Pragmatic Programmers Guide to Ruby] I managed to get some basic pages setup. The design of the URLs and the separation of the code is actually fairly intuitive. Ruby on Rails uses the MVC (Model - View - Controller) Architecture/Design Pattern very strictly and the code for each of these is written in a separate file. One aspect of this that made sense to me as a PHP programmer was the way that the URLs in Ruby on Rails are constructed in a "/[controller_name]/[action]" format. I also like the fact that everything in Ruby on Rails is an object, even such things as integers and strings. It takes a bit of getting used to but after using it for a bit it seems counter intuitive to do it any other way. I don't think I'm about to become an advocate for the use of Ruby on Rails for every development project I work on - I'm still a big fan of http://en.wikipedia.org/wiki/C_Sharp[C#] and the http://en.wikipedia.org/wiki/.NET_Framework[.NET] platform and I find it unlikely that I'll change my mind in the near future but we shall see!
null
null
[ 0.040001269429922104, 0.014083320274949074, -0.005460069514811039, 0.05380285903811455, 0.0730171650648117, 0.0010889593977481127, 0.031798042356967926, 0.030121559277176857, 0.0302609633654356, -0.013595933094620705, -0.028340479359030724, -0.006023485213518143, -0.07393161207437515, 0.019746065139770508, -0.015055984258651733, 0.0739244669675827, 0.05042009428143501, -0.0233750119805336, 0.02977619133889675, 0.004136845003813505, 0.027642935514450073, 0.08250030130147934, 0.012211435474455357, 0.03358948230743408, 0.016799943521618843, 0.014013972133398056, 0.01763814128935337, -0.004583271685987711, -0.06151948496699333, 0.005353550426661968, 0.048486512154340744, 0.006135066971182823, 0.030763277783989906, -0.015138459391891956, 0.02106982283294201, -0.00589677644893527, -0.016238462179899216, 0.013141707517206669, -0.010847453027963638, -0.011913338676095009, -0.044056687504053116, 0.06182662397623062, 0.009419870562851429, 0.011188136413693428, -0.03160471469163895, 0.003304070793092251, -0.02685394324362278, 0.043057024478912354, 0.020497096702456474, 0.016902964562177658, -0.06342940032482147, 0.024335915222764015, -0.006152365356683731, -0.007241523824632168, -0.007958836853504181, 0.04133180156350136, 0.00854796078056097, -0.06569131463766098, 0.011084454134106636, -0.04329672455787659, 0.03431044891476631, 0.012445703148841858, 0.03318210691213608, 0.01291621383279562, 0.026382917538285255, -0.017281660810112953, -0.02007526345551014, 0.047859981656074524, -0.018412090837955475, -0.00607523787766695, 0.010473357513546944, -0.007156451232731342, -0.01717470958828926, -0.006017498206347227, 0.04960431531071663, -0.044897567480802536, 0.007464885246008635, 0.07037318497896194, 0.0010961784282699227, 0.06242532655596733, -0.03134959936141968, 0.023417387157678604, 0.019313160330057144, 0.0329781249165535, 0.005057557485997677, -0.04683569073677063, -0.031472716480493546, 0.012863069772720337, -0.03499358892440796, 0.06808224320411682, 0.0161744337528944, -0.050005558878183365, 0.06392376124858856, 0.028082290664315224, -0.021547693759202957, 0.02804088220000267, -0.00392434187233448, -0.0028129639104008675, -0.01712694950401783, -0.010294548235833645, -0.028463030233979225, -0.02102285623550415, -0.002744042780250311, -0.007138509768992662, -0.06931135058403015, -0.0015847249887883663, -0.039987191557884216, 0.0014921784168109298, 0.016616206616163254, 0.0037276949733495712, -0.027243778109550476, 0.008037690073251724, -0.049308765679597855, -0.01732013188302517, -0.056171122938394547, 0.058814335614442825, -0.009675292298197746, -0.05410054326057434, -0.007840815931558609, 0.017291298136115074, 0.05283649265766144, 0.01922515407204628, -0.019160883501172066, 0.063751220703125, 0.0012786536244675517, 0.005655788816511631, -0.02134023606777191, 0.04768318310379982, -0.03953765332698822, -0.06264830380678177, -0.015706177800893784, 0.06797639280557632, -0.010745540261268616, 0.005272370763123035, -0.013996060937643051, -0.008505742996931076, 0.0041366927325725555, -0.00540382182225585, 0.0330883152782917, 0.04531579464673996, -0.0367266945540905, -0.042860668152570724, 0.027751529589295387, -0.014002121053636074, 0.02107502520084381, 0.011066632345318794, 0.026421980932354927, -0.007915857248008251, -0.0382450670003891, -0.002382241655141115, 0.005486303474754095, 0.023185065016150475, 0.009746508672833443, -0.04718243330717087, 0.02325517125427723, 0.06352873891592026, 0.022968189790844917, 0.0009687517886050045, -0.007965858094394207, 0.00010538903734413907, 0.025712819769978523, 0.006781694479286671, 0.01654357649385929, 0.02976510301232338, 0.001219004625454545, -0.0024162703193724155, 0.011151266284286976, 0.0505179725587368, 0.011909207329154015, -0.011837244965136051, -0.05709110200405121, -0.016479233279824257, 0.07207228243350983, -0.04166322946548462, -0.01589328609406948, 0.03783028572797775, 0.0640319362282753, 0.008456244133412838, 0.052672650665044785, -0.028587864711880684, -0.07678086310625076, 0.009696817956864834, 0.01656554453074932, 0.020463580265641212, 0.0027564908377826214, -0.04356060177087784, 0.08461996912956238, 0.022573696449398994, 0.015594950877130032, 0.028040653094649315, -0.07081221789121628, -0.0818888247013092, -0.04292982071638107, -0.03343529999256134, 0.08049831539392471, -0.0024416751693934202, -0.017973054200410843, 0.05344558507204056, 0.01412410382181406, 0.04136050119996071, 0.025847740471363068, 0.00635997811332345, 0.004016646649688482, -0.061651233583688736, -0.03449549898505211, 0.03259071707725525, 0.03683663532137871, -0.0030855240765959024, -0.058534156531095505, -0.0007683485164307058, -0.004085227847099304, -0.03591262176632881, 0.05162631347775459, -0.027135305106639862, 0.04561435431241989, 0.03109217807650566, 0.05392058193683624, -0.024706203490495682, 0.04057576134800911, -0.049023859202861786, 0.017977707087993622, 0.016512103378772736, 0.0003717013751156628, -0.016399864107370377, 0.009775819256901741, 0.10342375189065933, 0.060331836342811584, -0.013176209293305874, -0.028499849140644073, -0.021029701456427574, 0.02120749093592167, -0.05577710270881653, 0.0025978460907936096, 0.003050168277695775, -0.00209106900729239, 0.0017852892633527517, -0.06268233805894852, -0.039710164070129395, 0.014977270737290382, -0.021250074729323387, 0.008834713138639927, 0.08738959580659866, -0.018725961446762085, 0.03146551921963692, 0.00346432626247406, -0.03248980641365051, 0.0017995547968894243, -0.032541390508413315, -0.060427919030189514, 0.029112685471773148, 0.01522725261747837, -0.016477415338158607, 0.04624967649579048, -0.017053134739398956, -0.013717603869736195, -0.03377575799822807, -0.023330340161919594, 0.004889099393039942, 0.01720290072262287, 0.06185349076986313, -0.0022438333835452795, 0.052322592586278915, -0.03642456606030464, 0.03465709090232849, -0.012346279807388783, -0.04080996662378311, -0.028150012716650963, -0.02097470499575138, 0.0055432249791920185, 0.06772655993700027, 0.010666970163583755, 0.022749459370970726, 0.013075190596282482, 0.011670080944895744, 0.011655362322926521, -0.00675399461761117, 0.045800983905792236, 0.008287042379379272, -0.020711436867713928, -0.028610942885279655, -0.05817704275250435, 0.034863900393247604, -0.05672147870063782, -0.02160727232694626, -0.006428834516555071, -0.062411945313215256, 0.07479432970285416, -0.07499703764915466, -0.04388141632080078, -0.02196241170167923, 0.008990681730210781, 0.03939812630414963, -0.0006904199253767729, 0.026894086971879005, 0.09409797191619873, 0.012041841633617878, 0.03865375369787216, 0.013124281540513039, -0.0008841415401548147, 0.052476100623607635, -0.002278832485899329, 0.003596790134906769, 0.058726996183395386, 0.005094371736049652, -0.011461692862212658, -0.036186832934617996, 0.03734103590250015, -0.009898046962916851, -0.2781533896923065, 0.04013213887810707, -0.04314484819769859, -0.07231129705905914, 0.007721585221588612, -0.011300233192741871, -0.011434828862547874, -0.043100349605083466, -0.012201505713164806, 0.019034596160054207, -0.05390789732336998, -0.04542120546102524, -0.04555252939462662, 0.03061152622103691, -0.004666387103497982, 0.008057963103055954, 0.026179302483797073, -0.03204227238893509, -0.014663814567029476, 0.01950826682150364, -0.008081482723355293, -0.06667187064886093, 0.01836410164833069, 0.06742331385612488, 0.03775278478860855, 0.056744128465652466, -0.07330144941806793, 0.04892481490969658, -0.030261557549238205, 0.007659183815121651, 0.03310775011777878, -0.006544917356222868, -0.004543894436210394, -0.027113715186715126, -0.023056546226143837, -0.03246986120939255, 0.020454714074730873, 0.019195742905139923, 0.04912341386079788, 0.017584050074219704, -0.031226541846990585, -0.023752300068736076, 0.0009251501760445535, -0.011508766561746597, 0.08334160596132278, -0.025598453357815742, -0.08691428601741791, -0.0020673051476478577, -0.008810760453343391, 0.06537327915430069, -0.014895996078848839, -0.04165603965520859, 0.04652516543865204, 0.06476428359746933, 0.003695436054840684, -0.03861149027943611, 0.01160417590290308, 0.001964384224265814, -0.026353010907769203, -0.04993809387087822, 0.010115830227732658, -0.04534072428941727, -0.01113292295485735, -0.05312380939722061, 0.022428074851632118, -0.052395470440387726, -0.03823528811335564, -0.01154443621635437, 0.0762474462389946, 0.03780204802751541, -0.019339298829436302, 0.010796497575938702, -0.0077066197991371155, -0.10323090851306915, 0.0006826058961451054, 0.008631132543087006, -0.03688924387097359, -0.006894983816891909, 0.014648412354290485, 0.021573157981038094, -0.03091273456811905, -0.04986313357949257, 0.03963642194867134, 0.00414529163390398, 0.002893308410421014, 0.0025900015607476234, 0.029495805501937866, 0.004637290257960558, -0.007939078845083714, 0.021895326673984528, 0.0690091922879219, -0.02158518321812153, -0.02687237598001957, -0.03617885336279869, 0.030372917652130127, 0.0014835308538749814, 0.07063870877027512, -0.002634933916851878, 0.019509032368659973, 0.03974168375134468, 0.018622180446982384, -0.0661555752158165, 0.02405114471912384, -0.020745666697621346, -0.005365605931729078, -0.014670866541564465, -0.055112432688474655, 0.015353670343756676, 0.032441146671772, 0.03683958575129509, -0.02004254423081875, -0.09100660681724548, -0.008363488130271435, -0.05826712027192116, -0.036636363714933395, -0.010553809814155102, 0.01767810434103012, 0.007771380711346865, -0.03149101883172989, 0.008241008967161179, -0.06296204030513763, -0.0070724147371947765, 0.01567712053656578, 0.004089199937880039, -0.06694385409355164, -0.021063299849629402, 0.007125223055481911, -0.03143169730901718, 0.010645932517945766, 0.026512544602155685, -0.010419865138828754, 0.02403148263692856, -0.018478550016880035, -0.059028107672929764, 0.0026886959094554186, 0.024356784299016, -0.03831566125154495, -0.020458105951547623, 0.020466286689043045, -0.011471031233668327, -0.011613323353230953, 0.017033666372299194, 0.009405767545104027, 0.01637698896229267, 0.03594919294118881, 0.03352602943778038, 0.0227842777967453, 0.013994058594107628, 0.022321848198771477, -0.01925021782517433, -0.018523909151554108, -0.07845630496740341, 0.019462866708636284, -0.040616173297166824, -0.03289012983441353, -0.04100049287080765, 0.038616299629211426, -0.022598084062337875, -0.04145989939570427, 0.0019194378983229399, 0.025262154638767242, -0.04257527366280556, -0.012849507853388786, -0.028027072548866272, 0.019576337188482285, 0.05900312960147858, -0.009237797930836678, 0.018079066649079323, -0.000755848886910826, 0.007036977913230658, 0.010920871049165726, 0.038531459867954254, -0.01951531507074833, -0.0006200289353728294, 0.0018107859650626779, -0.009697314351797104, -0.03520362824201584, -0.013149372301995754, 0.057266272604465485, 0.007276065647602081, 0.012583786621689796, -0.027250001206994057, 0.015998277813196182, 0.0484561026096344, 0.03016556054353714, -0.001193785690702498, -0.039145804941654205, 0.0159552413970232, -0.005372712388634682, -0.013712694868445396, -0.03652685880661011, -0.005310962907969952, 0.004838449880480766, 0.012641515582799911, -0.046333301812410355, -0.07668968290090561, 0.05198168382048607, 0.014454037882387638, 0.012072035111486912, 0.012753721326589584, 0.000630486523732543, -0.006775229703634977, -0.02008403092622757, 0.015857405960559845, 0.06524098664522171, -0.04738781601190567, -0.00812608189880848, 0.01131125446408987, -0.002243942115455866, 0.00976282823830843, 0.01280923094600439, -0.05221940949559212, 0.0062791770324110985, -0.023817088454961777, -0.006836647633463144, -0.041874323040246964, -0.030437514185905457, -0.001706188078969717, -0.03830210864543915, -0.0035346883814781904, -0.007747617084532976, -0.007606123574078083, 0.00987339299172163, -0.029419953003525734, -0.05819341540336609, -0.004649835173040628, -0.03454664349555969, -0.0050121452659368515, -0.02389419823884964, -0.05497659742832184, 0.020085684955120087, -0.0206589512526989, 0.01991770975291729, 0.010183564387261868, -0.011098651215434074, -0.01356122363358736, -0.05028669163584709, 0.013657093979418278, 0.00575207220390439, 0.03877643123269081, -0.010886386036872864, -0.02503867633640766, -0.0304072555154562, -0.003702326910570264, -0.038291383534669876, -0.00898587703704834, -0.03916817158460617, -0.016985731199383736, 0.017437465488910675, 0.023728972300887108, 0.0188769418746233, 0.02700514905154705, -0.013151274062693119, -0.01146586425602436, 0.03395383059978485, -0.08107395470142365, -0.023518849164247513, -0.011623809114098549, -0.06102502718567848, 0.034533705562353134, 0.0005198344588279724, 0.03789764642715454, -0.039583105593919754, 0.0608600378036499, 0.015700362622737885, 0.033208586275577545, 0.03851679712533951, -0.01704695262014866, 0.03252428025007248, -0.0359816774725914, 0.015665652230381966, -0.08047863095998764, 0.04268907383084297, 0.04712211340665817, 0.0007712463848292828, -0.008140066638588905, -0.025893330574035645, -0.03397659957408905, 0.03522869199514389, -0.05241534113883972, -0.041619278490543365, 0.03377648815512657, 0.02073284424841404, -0.04538485035300255, -0.005176926031708717, -0.06500299274921417, 0.0328395701944828, 0.0448719821870327, -0.048341430723667145, -0.032833538949489594, -0.020203109830617905, 0.04585963115096092, -0.01572028174996376, 0.032298967242240906, -0.03875531256198883, -0.03107500821352005, 0.0725540742278099, 0.020659204572439194, -0.014259620569646358, 0.0538318045437336, -0.03242139145731926, 0.04345589876174927, 0.013575585559010506, 0.01987970992922783, 0.0037047623191028833, 0.014417382888495922, -0.0065355305559933186, -0.035826001316308975, 0.016149234026670456, -0.0029288490768522024, -0.03398258239030838, -0.021397123113274574, 0.07147758454084396, 0.03523838147521019, -0.03584092855453491, -0.043374963104724884, 0.016634156927466393, -0.03632938861846924, -0.007886849343776703, -0.03203897550702095, 0.01168869249522686, -0.024048736318945885, 0.057305898517370224, 0.011979217641055584, -0.00873598549515009, 0.06073236092925072, 0.01039835624396801, -0.028245000168681145, -0.0295869093388319, 0.09388534724712372, 0.09075967967510223, 0.0677039623260498, -0.005440263077616692, 0.0633251741528511, 0.008251670747995377, -0.0642378181219101, 0.01473670918494463, 0.0027523392345756292, 0.012882601469755173, -0.013313471339643002, -0.009243538603186607, 0.04459468647837639, -0.03485972806811333, 0.07312001287937164, -0.01891067624092102, -0.00501096248626709, 0.013209342025220394, 0.020960306748747826, -0.015716923400759697, 0.05796690657734871, 0.023960046470165253, 0.023800555616617203, 0.0038719770964235067, -0.03654434531927109, 0.03229749575257301, -0.02987121418118477, -0.02895880863070488, 0.025050679221749306, -0.0039192866533994675, 0.026560697704553604, -0.01224697008728981, 0.028078695759177208, 0.08036825805902481, -0.06420902162790298, -0.011382493190467358, -0.006502227857708931, 0.025102488696575165, -0.024280970916152, -0.0036986267659813166, -0.014768976718187332, -0.023855434730648994, -0.009669764898717403, -0.03318564593791962, -0.01638348586857319, -0.014051889069378376, -0.003210922935977578, 0.03332189843058586, -0.022371388971805573, -0.003671692218631506, 0.04099242761731148, 0.011783663183450699, -0.011104204691946507, -0.03708989545702934, -0.053147509694099426, -0.03251122310757637, -0.07626083493232727, -0.0030260251369327307, 0.034256793558597565, -0.014972197823226452, -0.057499393820762634, -0.011664996854960918, -0.010742474347352982, -0.016738632693886757, 0.05787207558751106, -0.0544428825378418, -0.04518323764204979, -0.015802402049303055, 0.007685323245823383, 0.026193641126155853, 0.0636877790093422, 0.04316462576389313, -0.00254322262480855, -0.018376024439930916, -0.03602068871259689, -0.009529335424304008, 0.05275985598564148, 0.001799309509806335, -0.01670447364449501, -0.0766959935426712, 0.03696245327591896, 0.01787121221423149, -0.010704929009079933, -0.05617041140794754, 0.01215966884046793, 0.007135650143027306, -0.004930476658046246, 0.055747997015714645, -0.04193310812115669, 0.03101668320596218, -0.034341879189014435, -0.0005362879601307213, -0.02183910273015499, 0.023486759513616562, 0.01773439161479473, -0.022530855610966682, 0.08971307426691055, 0.013521244749426842, 0.0022255335934460163, -0.033694300800561905, -0.029113227501511574, 0.007788712624460459, -0.015641774982213974, -0.004345410969108343, -0.02070518210530281, -0.0397568941116333, -0.07479267567396164, -0.0410744845867157, 0.02076922170817852, -0.015673566609621048, -0.04024496302008629, 0.012441917322576046, 0.032153986394405365, -0.016386231407523155, 0.028743764385581017, -0.050815895199775696, 0.037025872617959976, -0.0502985455095768, -0.005505794193595648, -0.000651590758934617, 0.022481877356767654, -0.015443742275238037, -0.01966903917491436, -0.0031660457607358694, -0.021103758364915848, -0.0033065653406083584, -0.0011448775185272098, 0.040571652352809906, -0.011123556643724442, 0.012119353748857975, 0.016759077087044716 ]
[ -0.0655667632818222, -0.03448232263326645, -0.03649720549583435, -0.010958791710436344, 0.04027021303772926, -0.04704192280769348, -0.023411810398101807, 0.00711058871820569, -0.012480713427066803, -0.032158683985471725, -0.0009733928018249571, -0.020761685445904732, -0.03331494703888893, -0.012182861566543579, 0.09427196532487869, 0.018826190382242203, 0.019095543771982193, -0.07335103303194046, 0.0024780617095530033, 0.04795876890420914, 0.008483979851007462, -0.030133571475744247, -0.017247622832655907, -0.025408022105693817, -0.010823831893503666, 0.029838241636753082, 0.028466932475566864, -0.002010300289839506, -0.012178252451121807, -0.1616511195898056, 0.02904534712433815, 0.0018637303728610277, 0.058151375502347946, -0.016845814883708954, -0.014945733360946178, 0.04017180949449539, 0.04613826051354408, 0.001137305865995586, 0.017516840249300003, 0.05170882120728493, 0.021419906988739967, 0.011391764506697655, -0.042290907353162766, -0.017099184915423393, 0.04687603563070297, 0.020614394918084145, 0.0035807874519377947, -0.0166033785790205, -0.005144997034221888, 0.008424684405326843, -0.053448427468538284, -0.008137011900544167, -0.0008246945217251778, -0.04440513253211975, 0.008186151273548603, 0.03891574218869209, 0.02413112483918667, 0.06767039000988007, -0.014748727902770042, 0.03784472867846489, 0.012424949556589127, -0.005294289439916611, -0.12656137347221375, 0.07390424609184265, 0.03885911777615547, 0.058384086936712265, -0.03953153267502785, -0.04327406734228134, -0.006321067921817303, 0.07659170031547546, 0.015278886072337627, -0.005593557842075825, -0.05049123987555504, 0.04235401004552841, -0.016234969720244408, -0.02644924446940422, 0.002754031680524349, 0.04521254822611809, 0.036382656544446945, -0.04755804315209389, -0.04136015847325325, -0.0037996068131178617, -0.050255484879016876, -0.013294137082993984, -0.03804979473352432, 0.006096691358834505, -0.02259564772248268, 0.07617401331663132, 0.021210061386227608, 0.03887080401182175, 0.04121283441781998, -0.01587820239365101, 0.019656440243124962, 0.0019666843581944704, -0.06628312170505524, -0.04653681814670563, -0.012758124619722366, 0.012366027571260929, -0.054052796214818954, 0.4232384264469147, -0.006725826766341925, -0.044267863035202026, 0.09110477566719055, 0.004158646799623966, -0.03521610423922539, 0.023146826773881912, 0.012172350659966469, -0.042757343500852585, 0.008071588352322578, -0.042871180921792984, 0.011895901523530483, -0.004345958586782217, 0.042982641607522964, -0.0623171441257, 0.030939461663365364, 0.010816670954227448, 0.0181686170399189, 0.03524276614189148, 0.029424495995044708, 0.003205566667020321, -0.016964392736554146, 0.03115062415599823, 0.014408438466489315, 0.029762394726276398, -0.023791953921318054, -0.033796824514865875, 0.05847688391804695, 0.03975515440106392, 0.017312539741396904, 0.038433391600847244, 0.049851108342409134, -0.041357412934303284, -0.08814073354005814, -0.006489432882517576, -0.042850662022829056, 0.017560187727212906, 0.03912820294499397, 0.006777069065719843, 0.027436599135398865, 0.039306409657001495, -0.016083842143416405, -0.006479171570390463, 0.03385034576058388, -0.013377548195421696, -0.024775708094239235, 0.05957210063934326, -0.0003565969818737358, -0.04030098393559456, -0.008578966371715069, -0.035218656063079834, -0.014907115139067173, 0.018738554790616035, 0.009027587249875069, -0.0570249930024147, -0.014631952159106731, -0.0036277850158512592, 0.054730240255594254, -0.0359824113547802, -0.05350187048316002, 0.0028472512494772673, -0.02785770408809185, -0.06444315612316132, -0.01974375545978546, 0.01733572594821453, 0.05198121443390846, -0.14058108627796173, -0.045398321002721786, -0.0070655145682394505, 0.03928719460964203, -0.05511317029595375, -0.020107584074139595, 0.024280685931444168, -0.019125619903206825, 0.0022208120208233595, 0.05376581475138664, -0.0429607518017292, -0.03272121027112007, 0.020935706794261932, 0.021779898554086685, 0.006691754795610905, 0.04736262559890747, 0.011038701049983501, -0.009808511473238468, 0.0016072671860456467, -0.06915944814682007, -0.06142011284828186, -0.05653375759720802, -0.01780054345726967, -0.0003877825802192092, -0.03300973027944565, -0.053700536489486694, -0.006366761401295662, -0.09717238694429398, 0.04872102290391922, -0.0024760139640420675, -0.006271013990044594, 0.02761203981935978, 0.0049742176197469234, -0.009880329482257366, -0.007925785146653652, -0.05067579448223114, 0.0536453016102314, -0.04416981339454651, 0.02198018506169319, -0.07319667190313339, 0.04240045323967934, 0.04561338201165199, -0.021304316818714142, 0.05362829938530922, 0.028898540884256363, -0.03551189973950386, -0.011238884180784225, -0.001037558657117188, 0.016773289069533348, -0.020755141973495483, -0.02165221981704235, -0.011274413205683231, -0.00736550148576498, 0.004193282686173916, 0.03489767387509346, -0.03374225273728371, -0.009278836660087109, 0.023257941007614136, -0.32717448472976685, 0.008122275583446026, -0.026868145912885666, 0.006158097647130489, 0.02540348283946514, -0.08739257603883743, 0.0392654612660408, -0.0263446606695652, -0.027117377147078514, 0.02469784952700138, 0.118619903922081, -0.041674207895994186, 0.01590728759765625, -0.09200488775968552, -0.03876875713467598, 0.0639820545911789, -0.038127508014440536, -0.03269060328602791, -0.002431023633107543, 0.03678865730762482, -0.003648332552984357, -0.03874560445547104, 0.03450169414281845, -0.07961332052946091, -0.00947021134197712, -0.05486765876412392, 0.11635343730449677, 0.009376111440360546, 0.07022127509117126, -0.06350371986627579, 0.04766681790351868, -0.009955332614481449, -0.002067185239866376, -0.0926717072725296, 0.016113406047225, -0.031894683837890625, 0.03893521428108215, 0.007423534989356995, 0.06759188324213028, -0.012430611997842789, -0.02776438370347023, 0.013543132692575455, -0.04337966442108154, -0.06256694346666336, -0.04803542420268059, 0.045509882271289825, -0.01270893681794405, -0.032457366585731506, -0.01315603032708168, 0.05333397909998894, 0.026472611352801323, -0.0007774916593916714, 0.009289874695241451, 0.03151045739650726, -0.002217391273006797, -0.04181046411395073, -0.10283510386943817, -0.0026525529101490974, 0.01018205750733614, 0.04290405660867691, 0.016564104706048965, 0.062145087867975235, 0.02744138613343239, -0.08936481922864914, 0.017403261736035347, 0.00913284532725811, -0.014588397927582264, 0.034979887306690216, 0.047227367758750916, -0.008629394695162773, -0.0036209607496857643, 0.08357551693916321, 0.019198119640350342, 0.016652222722768784, 0.032026324421167374, 0.030529161915183067, -0.005245688837021589, 0.038111329078674316, 0.04415684565901756, 0.027633413672447205, -0.016256771981716156, -0.060035426169633865, 0.0424865260720253, -0.00660094665363431, 0.006975637283176184, 0.04010734334588051, 0.006202692165970802, -0.072574682533741, 0.043368853628635406, 0.04059963673353195, -0.027658503502607346, -0.01756366342306137, -0.015451585873961449, -0.05419440194964409, 0.10448692739009857, -0.02667565643787384, -0.25479885935783386, 0.020001178607344627, 0.08099975436925888, 0.06489043682813644, 0.01901089958846569, 0.03554597869515419, 0.0491538941860199, -0.039879340678453445, 0.013228068128228188, -0.014145322144031525, 0.05204206705093384, 0.03294543921947479, 0.012604925781488419, -0.03176042065024376, 0.051669199019670486, -0.027010206133127213, 0.03209829702973366, -0.0268558356910944, -0.008238586597144604, 0.019243551418185234, 0.0217190682888031, 0.00989170465618372, 0.12222067266702652, 0.010993423871695995, 0.009291941300034523, 0.03236961364746094, -0.03219202533364296, -0.0015792060876265168, 0.0640309602022171, 0.031041814014315605, -0.015030737034976482, -0.01662956364452839, 0.04656677693128586, 0.03144488483667374, 0.02875720150768757, -0.05497651547193527, -0.02105334959924221, 0.014528770931065083, 0.024745889008045197, -0.013208041898906231, -0.02180318720638752, 0.018483687192201614, -0.04069715738296509, 0.03087017312645912, 0.058957114815711975, -0.02770249918103218, -0.017586540430784225, -0.00640826765447855, -0.036720432341098785, -0.03383680433034897, -0.003713815938681364, -0.07687892019748688, -0.020592380315065384, 0.02377181686460972, 0.02572794444859028, 0.10461346060037613, 0.00482462253421545, -0.020086053758859634, -0.010102623142302036, 0.004689679015427828, -0.023277247324585915, -0.004099451471120119, 0.15255364775657654, 0.02092765085399151, 0.014774259179830551 ]
[ -0.020983459427952766, -0.01943454146385193, -0.04763244464993477, 0.026746874675154686, -0.005878673400729895, 0.00622565159574151, 0.009194309823215008, 0.01824115961790085, -0.03788486495614052, 0.011110389605164528, -0.005862502846866846, 0.06908698379993439, 0.015947993844747543, -0.01662026159465313, 0.0016090883873403072, 0.03646291419863701, -0.006405032239854336, -0.004884987138211727, 0.009966663084924221, 0.009560837410390377, -0.008514811284840107, 0.018276026472449303, 0.01737391948699951, 0.01186185423284769, -0.028538556769490242, 0.0013699184637516737, 0.013065452687442303, 0.0022656491491943598, 0.029405001550912857, -0.13077573478221893, -0.007694778963923454, -0.026340626180171967, 0.012356072664260864, 0.0006587938987649977, -0.002314306329935789, -0.018164243549108505, 0.02612723782658577, -0.03941619023680687, 0.0022568742278963327, -0.00018123580957762897, -0.0057400185614824295, 0.009427112527191639, -0.04014091566205025, 0.011558381840586662, -0.0034564363304525614, 0.01280913781374693, 0.01476281974464655, -0.03127053380012512, -0.01913616620004177, -0.05143807455897331, -0.020634299144148827, 0.0030497831758111715, 0.014088558033108711, -0.01832672208547592, -0.00804273784160614, -0.025560762733221054, -0.013290449045598507, -0.017510978505015373, -0.005197863094508648, 0.0017362956423312426, -0.02925197221338749, 0.006798159331083298, -0.03311023488640785, -0.038307856768369675, -0.014686192385852337, -0.008491831831634045, -0.026609301567077637, 0.011766483075916767, 0.023930426687002182, -0.0023014144971966743, -0.013867062516510487, 0.017310045659542084, -0.052241016179323196, -0.006812721025198698, -0.008756397292017937, -0.033538270741701126, 0.01801999658346176, 0.0026005192194133997, -0.020463131368160248, 0.02131517045199871, -0.052219491451978683, 0.0018959558801725507, -0.007385689299553633, 0.014255844056606293, 0.015138689428567886, 0.0091389250010252, 0.014158046804368496, 0.0174491498619318, 0.02584698237478733, 0.007996119558811188, -0.034719839692115784, 0.01130799949169159, 0.0071089365519583225, 0.04624008387327194, -0.09566977620124817, -0.029614770784974098, 0.022815030068159103, -0.022265318781137466, 0.0032734530977904797, 0.8202667236328125, -0.006262431386858225, 0.017474951222538948, 0.023624347522854805, 0.02022862620651722, 0.0050546214915812016, 0.004254807718098164, 0.009333327412605286, 0.04272274672985077, 0.028908081352710724, -0.04262498766183853, 0.02523028664290905, 0.008111846633255482, 0.02352055348455906, 0.024438299238681793, 0.01886514388024807, -0.0033021369017660618, 0.02534307725727558, 0.005535316187888384, 0.017742566764354706, 0.01787704788148403, 0.05036553740501404, 0.04609380662441254, -0.009693101048469543, 0.03604868799448013, -0.011376066133379936, -0.1746358722448349, 0.009468275122344494, -7.912472880575596e-33, 0.027359113097190857, 0.00706643657758832, -0.033658843487501144, 0.005381712224334478, -0.01419583149254322, 0.03492435812950134, 0.02982245944440365, -0.009049481712281704, 0.025110112503170967, -0.02439209818840027, -0.010692027397453785, -0.0028251423500478268, 0.0014959003310650587, -0.01984199695289135, 0.022461673244833946, -0.022260062396526337, -0.004565553739666939, 0.04068106785416603, 0.017101623117923737, 0.021058781072497368, -0.0014893553452566266, 0.020905036479234695, -0.0026735805440694094, -0.0002867924340534955, 0.030961371958255768, 0.014099090360105038, 0.02529807947576046, 0.005286889150738716, -0.010094004683196545, -0.047606613487005234, 0.03662998601794243, 0.044561900198459625, -0.007875070907175541, -0.04466919228434563, 0.042116448283195496, -0.023397371172904968, -0.0008118162513710558, 0.012913363985717297, -0.034195058047771454, -0.03181339427828789, -0.02074703946709633, -0.014952520839869976, -0.0458417646586895, -0.005958925932645798, -0.010835707187652588, -0.004326259717345238, -0.012402722612023354, 0.06382014602422714, 0.015434487722814083, -0.015152138657867908, -0.013315333053469658, 0.022171372547745705, 0.046404264867305756, 0.053080711513757706, -0.03483842685818672, -0.02012397162616253, -0.04497317597270012, -0.010036866180598736, 0.026522189378738403, -0.0004326040216255933, 0.011353686451911926, -0.0019272627541795373, -0.0067577362060546875, 0.013809175230562687, -0.0015265103429555893, -0.04848863556981087, 0.03547189012169838, 0.05072205513715744, 0.04778115078806877, 0.0009618969634175301, -0.06484993547201157, 0.025975948199629784, -0.023509429767727852, 0.0016816708957776427, -0.03167778253555298, -0.06718742847442627, 0.0028827418573200703, 0.007697445340454578, 0.009560930542647839, 0.07051596790552139, 0.02196642942726612, 0.009466017596423626, 0.014589638449251652, -0.022217469289898872, 0.0047317491844296455, 0.003939698915928602, 0.03080253303050995, -0.006024917587637901, -0.038338951766490936, 0.0024436740204691887, 0.028112366795539856, 0.01753716729581356, -0.00046037882566452026, -0.015089347027242184, 0.015782492235302925, 7.571324583499798e-33, 0.015933793038129807, -0.05630150064826012, -0.014327382668852806, 0.03601972013711929, -0.0032450968865305185, -0.02429398149251938, 0.04118504002690315, -0.013205009512603283, -0.04110004007816315, 0.018781866878271103, -0.01983208768069744, 0.004466031678020954, -0.011598688550293446, 0.013951755128800869, 0.07640937715768814, -0.06323135644197464, -0.0066845654509961605, -0.02164684422314167, 0.05356362462043762, -0.003609344596043229, -0.053906895220279694, 0.01817995123565197, 0.010278960689902306, -0.0159425251185894, 0.03361031785607338, 0.05475303530693054, -0.041497550904750824, 0.00796472653746605, -0.007061914540827274, -0.012050669640302658, 0.02754313126206398, 0.006651621311903, 0.03575172275304794, -0.04756458103656769, -0.06719131767749786, 0.03899991512298584, -0.016615936532616615, 0.0028275474905967712, 0.022180473431944847, -0.007413154933601618, 0.05469357594847679, -0.017031950876116753, 0.008824946358799934, 0.00022269983310252428, -0.0011592470109462738, 0.020061537623405457, -0.001194497337564826, 0.005329898092895746, -0.022228006273508072, 0.020594067871570587, 0.0013011106057092547, 0.030722588300704956, -0.004330608062446117, -0.03450785204768181, 0.06078435480594635, -0.04769866541028023, -0.04015786945819855, -0.00866991188377142, -0.03188382834196091, 0.012170142494142056, -0.0010470185661688447, 0.010052255354821682, -0.031392086297273636, 0.026566840708255768, -0.03648882731795311, -0.019668523222208023, -0.007432729005813599, -0.013902004808187485, 0.03533542901277542, -0.04409468173980713, -0.02341497130692005, 0.028319980949163437, 0.013051004149019718, 0.024711022153496742, 0.025054600089788437, -0.042063113301992416, -0.03107842430472374, 0.0226290300488472, -0.0469161719083786, 0.016068898141384125, -0.011483400128781796, -0.019880905747413635, 0.0043524629436433315, 0.0011363411322236061, 0.007737642619758844, 0.031086355447769165, -0.0527665913105011, 0.02565862610936165, -0.024256393313407898, -0.011858695186674595, -0.005527126602828503, -0.012851335108280182, 0.0038476823829114437, -0.0029584597796201706, -0.04685956984758377, -1.3164647150176734e-8, 0.004579398315399885, 0.028198007494211197, -0.019250890240073204, 0.004792306572198868, 0.02121860347688198, 0.05830362066626549, 0.0069807847030460835, 0.010205919854342937, -0.05154144763946533, 0.021091289818286896, 0.06788258254528046, -0.008082765154540539, -0.0009871241636574268, 0.031000912189483643, 0.00749900983646512, -0.023270543664693832, -0.05351639911532402, -0.006579493172466755, 0.019332023337483406, 0.02389056235551834, 0.012820353731513023, 0.04553356021642685, -0.025699321180582047, 0.007566963788121939, 0.0068464274518191814, 0.00019086452084593475, -0.026467178016901016, -0.0709044560790062, -0.014674718491733074, -0.028034156188368797, 0.036932408809661865, -0.02654450386762619, -0.0013304895255714655, 0.02617984637618065, -0.014256883412599564, -0.027768589556217194, -0.004697167780250311, 0.007337066810578108, 0.004735357128083706, -0.013748743571341038, -0.007249634712934494, 0.013696197420358658, -0.0009997289162129164, -0.022888951003551483, -0.027677996084094048, -0.03688469156622887, -0.01229096669703722, -0.012373339384794235, 0.019344784319400787, -0.02722325548529625, -0.009964578785002232, 0.008214444853365421, 0.018925877287983894, 0.048171233385801315, 0.038502465933561325, 0.009742687456309795, 0.026407137513160706, -0.060810137540102005, -0.0463593527674675, -0.006665347144007683, 0.005858742166310549, 0.010068286210298538, -0.05437812581658363, -0.010554634034633636 ]
first-thoughts-on-ruby
https://markhneedham.com/blog/2006/08/29/first-thoughts-on-ruby
false
2009-03-03 23:55:36
ASP.NET MVC: Reducing duplication for partial models
[ "aspnet", "aspnet-mvc" ]
[ ".NET" ]
One of the problems we can encounter when using http://www.markhneedham.com/blog/2009/02/21/aspnet-mvc-driving-partials-by-convention/[partials] throughout our views is how we should create the model needed for those partials. The approach that we have been following is to have the partial/child model on the parent model and then just call the appropriate method where we create the partial. e.g. [source,csharp] ---- public class ParentModel { public string Property1 {get;set;} public ChildModel ChildModel { get;set; } } public class ChildModel { public string Property1 {get;set;} } ---- We have sometimes run into the problem where the data in the ChildModel is being populated from the ParentModel (due to it also being needed there) leading to data duplication. [source,csharp] ---- ParentModel parentModel = new ParentModel(); parentModel.Property1 = "value1" parentModel.ChildModel = new ChildModel { Property1 = parentModel.Property1; } ---- Now the other problem with this is that we are relying on line 2 being executed before line 3 - we have created an order dependency in our code for no gain! We are following a convention of having minimal logic in our views which means that we want to avoid creating the ChildModel in our view, meaning that we now have a problem to solve. A cool approach which http://twitter.com/davcamer[Dave] introduced me to makes use of the http://www.dotnetheaven.com/Uploadfile/rajeshvs/AdapterPatternInCS02012006034414AM/AdapterPatternInCS.aspx[Adaptor pattern] to solve the problem. We would adjust the ParentModel like so: [source,csharp] ---- public class ParentModel { public IChildModel { get { return new ChildModelAdaptor(this); }} } ---- We then just delegate the calls to the ParentModel and drive the ChildModel to become an interface since it no longer needs to be a class. [source,csharp] ---- public interface ChildModel { string Property1 {get;set;} } ---- [source,csharp] ---- public class ChildModelAdaptor : IChildModel { private ParentModel parentModel; public ChildModelAdaptor(ParentModel parentModel) { this.parentModel = parentModel; } public string Property1 { get { return parentModel.Property1; } } } ---- If the data on the ChildModel is completely independent of the ParentModel then I would probably just create the model like before. If the data on the ChildModel is a combination of data from the ParentModel and other classes then I would pass in those other classes in the constructor of the adaptor.
null
null
[ -0.022786036133766174, -0.02178063802421093, -0.02671036310493946, 0.040004581212997437, 0.0848451629281044, -0.008441341109573841, 0.027040783315896988, 0.006031650118529797, 0.015132752247154713, -0.0341978557407856, -0.004902866203337908, -0.005790381692349911, -0.06502468138933182, 0.03955348581075668, -0.05888022854924202, 0.08933845907449722, 0.056374210864305496, -0.0020077801309525967, 0.022227274253964424, -0.01944071426987648, -0.004688698798418045, 0.05626833066344261, -0.009373354725539684, 0.04368574172258377, 0.027479827404022217, 0.0264054536819458, 0.00036192929837852716, -0.011806203983724117, -0.04784415662288666, -0.026551995426416397, 0.02764415368437767, 0.007050562649965286, -0.0004333204706199467, -0.006160545628517866, 0.01577376388013363, -0.04559704288840294, -0.018213162198662758, -0.005628505256026983, -0.0031864463817328215, -0.00007573618495371193, -0.07728006690740585, 0.028217114508152008, -0.015584001317620277, 0.0026498211082071066, -0.034735389053821564, -0.020687581971287727, -0.013255291618406773, 0.0024420383851975203, -0.030713172629475594, -0.02844952419400215, -0.08645131438970566, 0.03474625572562218, -0.047711391001939774, 0.046190954744815826, -0.007417900487780571, 0.03194735571742058, 0.005602535326033831, -0.08111249655485153, 0.03654947131872177, -0.05978876352310181, 0.006750280968844891, 0.005635919980704784, -0.002951299073174596, 0.03385090082883835, 0.01112908311188221, -0.0008510969346389174, -0.01872180588543415, 0.059947025030851364, -0.06330433487892151, -0.02356661669909954, -0.012833981774747372, 0.00039314207970164716, 0.0008887737058103085, 0.019433462992310524, 0.016382722184062004, -0.02968926727771759, -0.0021568946540355682, 0.039282359182834625, 0.036345310509204865, 0.05507123842835426, -0.017138198018074036, -0.0012395329540595412, 0.01236770674586296, -0.0034623807296156883, 0.023461153730750084, -0.040477316826581955, -0.015934286639094353, 0.032320573925971985, -0.019121157005429268, 0.05630354583263397, 0.014218965545296669, -0.03481917828321457, 0.000917435041628778, 0.013004315085709095, 0.0038336552679538727, -0.01665523648262024, 0.018129929900169373, -0.022435752674937248, 0.007891703397035599, 0.0018148802919313312, -0.00007628928142366931, -0.005769507028162479, 0.027331726625561714, 0.010348943993449211, -0.0856577679514885, -0.013092058710753918, -0.03467566892504692, -0.0007325108163058758, -0.0010518975323066115, -0.00000946265754464548, -0.050611358135938644, 0.0012966623762622476, -0.04443468153476715, -0.018298080191016197, -0.06721455603837967, 0.04760970175266266, 0.006526326760649681, -0.005441378336399794, 0.012241569347679615, 0.02749618887901306, 0.05429989472031593, 0.017848879098892212, -0.02704460918903351, 0.06984970718622208, 0.011682583950459957, 0.0553622767329216, -0.014730251394212246, 0.07347112149000168, -0.010696793906390667, -0.07022669911384583, -0.00902970414608717, 0.03596827760338783, 0.006045576650649309, -0.0018807867309078574, 0.009992433711886406, -0.038671500980854034, -0.0032477814238518476, 0.013109050691127777, 0.04079217091202736, 0.0256679505109787, -0.06083724647760391, -0.031117457896471024, 0.030450399965047836, 0.010517141781747341, 0.01838497258722782, 0.021815979853272438, -0.011670430190861225, -0.02871781401336193, -0.031057924032211304, 0.056023452430963516, 0.044175565242767334, 0.07193805277347565, 0.033318523317575455, -0.06566312909126282, 0.0081684160977602, 0.09024935215711594, 0.010365801863372326, -0.004515138454735279, -0.0002749417326413095, 0.020679505541920662, 0.0470510870218277, 0.03190479800105095, 0.018179573118686676, 0.05399378389120102, 0.011659396812319756, -0.021782662719488144, -0.0009199928608722985, 0.04866626113653183, 0.025172749534249306, -0.022211197763681412, -0.0809457078576088, -0.044162504374980927, 0.043682463467121124, -0.07064954191446304, -0.011480307206511497, 0.04831760376691818, 0.06552964448928833, 0.007527900859713554, 0.05894183740019798, 0.023551810532808304, -0.08988568931818008, 0.01946113631129265, 0.0014529937179759145, -0.006709277629852295, -0.005449503194540739, 0.011825493536889553, 0.06177590787410736, 0.032034263014793396, -0.007217738777399063, 0.02755957841873169, -0.07574650645256042, -0.05497174710035324, -0.033246662467718124, -0.01862775720655918, 0.06814466416835785, 0.0005917978123761714, -0.02072111889719963, 0.09335378557443619, 0.018827827647328377, 0.05036471411585808, 0.036114711314439774, -0.01246784720569849, 0.02076462283730507, -0.013486621901392937, -0.03618284687399864, 0.02642316184937954, 0.020168988034129143, 0.014353908598423004, -0.03399590775370598, 0.00774637283757329, -0.022033177316188812, -0.02807484194636345, 0.03447290137410164, -0.007023910526186228, 0.04512481763958931, 0.005640892311930656, 0.01002796832472086, -0.04159892350435257, 0.04314708337187767, -0.03699800372123718, 0.023708289489150047, -0.0066872043535113335, -0.012560068629682064, 0.015394977293908596, -0.0001288719504373148, 0.11632280051708221, 0.06181331351399422, -0.03628687933087349, -0.049151331186294556, 0.02756921947002411, 0.03476375713944435, -0.020778769627213478, 0.017069056630134583, -0.014653770253062248, 0.029308348894119263, -0.020110011100769043, -0.06152688339352608, 0.0011718702735379338, 0.013492617756128311, -0.029758526012301445, 0.037539392709732056, 0.0658077821135521, -0.053599175065755844, 0.06125250458717346, -0.008160085417330265, -0.007617427036166191, -0.01076442375779152, -0.022598955780267715, -0.06351710855960846, 0.002819645218551159, 0.012721913866698742, -0.0035483825486153364, 0.05537484586238861, -0.0015800291439518332, -0.014129097573459148, -0.00852010678499937, -0.036639824509620667, 0.022875308990478516, 0.024286789819598198, 0.0758899450302124, 0.011379051022231579, 0.0550183430314064, -0.021120449528098106, 0.020070433616638184, -0.024856077507138252, -0.05220276862382889, 0.005475693382322788, 0.0036415925715118647, 0.03092254139482975, 0.05397907271981239, 0.033929310739040375, 0.007350284140557051, 0.03357778489589691, -0.006260921247303486, -0.012417268007993698, -0.008007277734577656, 0.022371409460902214, -0.00489716837182641, -0.020986033603549004, -0.02706759050488472, -0.0590909980237484, 0.04233855381608009, -0.020043350756168365, -0.05060431361198425, 0.015488855540752411, -0.09420835226774216, 0.05127974972128868, -0.08404222875833511, -0.058088578283786774, -0.0038166064769029617, 0.012972942553460598, 0.017316892743110657, -0.00743656512349844, 0.021044032648205757, 0.06799749284982681, 0.015223069116473198, -0.007948963902890682, 0.010418817400932312, 0.006115889176726341, 0.019122272729873657, -0.03456936776638031, -0.00019990258442703635, 0.03633729740977287, 0.0012006585020571947, 0.005244491621851921, -0.020163698121905327, 0.0231953002512455, -0.01211385428905487, -0.26764899492263794, 0.03157179802656174, -0.006882878951728344, -0.06173592433333397, 0.061736755073070526, -0.028399081900715828, 0.037601180374622345, -0.041915085166692734, -0.013899116776883602, 0.032664526253938675, -0.03888643532991409, -0.04530524089932442, -0.027966149151325226, 0.03167217597365379, -0.009574057534337044, 0.014740834943950176, 0.014433554373681545, -0.04373440146446228, 0.02636711299419403, 0.03633875399827957, -0.00814407505095005, -0.05965347960591316, -0.010532081127166748, 0.02839759550988674, 0.023547327145934105, 0.0364793986082077, -0.078155517578125, 0.05372830852866173, -0.03394618630409241, -0.0061686038970947266, -0.0008978459518402815, -0.025434643030166626, -0.022030914202332497, -0.02355790324509144, -0.0353214330971241, -0.041160523891448975, 0.018092334270477295, 0.05293681100010872, -0.0014492248883470893, 0.007257259916514158, -0.012184008955955505, -0.035067394375801086, -0.011477089487016201, 0.005306852050125599, 0.06157112121582031, -0.016598310321569443, -0.07255825400352478, -0.019609499722719193, -0.05607576295733452, 0.08058778941631317, -0.01388323400169611, -0.04681432992219925, 0.022209884598851204, 0.025131167843937874, -0.008269070647656918, -0.018946321681141853, 0.010954401455819607, -0.01864907331764698, -0.049771275371313095, -0.035293180495500565, -0.007635677233338356, -0.07004078477621078, -0.01612616516649723, -0.05157679691910744, 0.008201202377676964, -0.05375892296433449, -0.05834606662392616, -0.03868484869599342, 0.05776716768741608, 0.04456547275185585, -0.01167149469256401, -0.0013677275273948908, 0.008704627864062786, -0.10859666764736176, 0.016077570617198944, -0.038382209837436676, -0.009465684182941914, -0.04034392535686493, -0.013093195855617523, 0.0411534421145916, 0.00021470588399097323, -0.02913457341492176, 0.039817217737436295, 0.022412080317735672, 0.0007239652331918478, 0.021564800292253494, 0.03512008860707283, -0.014833876863121986, -0.020019730553030968, -0.002304613357409835, 0.0727081224322319, 0.006817095447331667, 0.002116722986102104, -0.06169058009982109, -0.001987128984183073, 0.009003600105643272, 0.04143618792295456, -0.012431136332452297, 0.01896662451326847, 0.013642396777868271, 0.057790596038103104, -0.054425474256277084, 0.02244168147444725, -0.027926092967391014, -0.019027255475521088, -0.021270450204610825, -0.0541796050965786, 0.03127675503492355, 0.04278295487165451, 0.0010124148102477193, -0.016048286110162735, -0.040651410818099976, 0.010007383301854134, -0.07634171843528748, -0.02396000176668167, -0.01700185053050518, -0.0042615956626832485, 0.03175509721040726, -0.008534037508070469, -0.011875632219016552, -0.04630667716264725, 0.034056372940540314, -0.011669615283608437, 0.0066767362877726555, -0.06668644398450851, -0.03339940682053566, 0.008105741813778877, -0.006030995398759842, 0.0132788410410285, 0.03316432982683182, -0.023541584610939026, 0.040495093911886215, -0.002043983433395624, -0.03802825137972832, 0.017000610008835793, 0.02425362728536129, -0.010354975238442421, -0.03725745901465416, -0.012593124061822891, -0.027810677886009216, 0.00977855920791626, 0.014971032738685608, -0.0061689154244959354, 0.0028487194795161486, 0.07214279472827911, 0.022227099165320396, 0.04021152853965759, 0.02270231582224369, 0.004432671703398228, 0.009727247059345245, 0.007577153388410807, -0.049453310668468475, 0.025344843044877052, -0.027882235124707222, -0.041304826736450195, -0.0414305180311203, 0.02862636186182499, -0.050442006438970566, -0.0015052396338433027, -0.03836352378129959, 0.01528837624937296, -0.04497701674699783, -0.05645265430212021, -0.019870085641741753, -0.002918282523751259, 0.06877695024013519, -0.012288263067603111, 0.02841181494295597, -0.006130774971097708, -0.008393953554332256, 0.04011112451553345, 0.01244167797267437, -0.02803240902721882, 0.021823445335030556, 0.002374973613768816, 0.027682261541485786, 0.007678510155528784, 0.0164025891572237, 0.06618203222751617, 0.02389705739915371, 0.0002667857042979449, -0.02891997992992401, 0.02334974892437458, 0.011220733635127544, 0.034110330045223236, 0.004660320933908224, -0.030644338577985764, -0.0012777737574651837, 0.0005063447169959545, -0.01079920120537281, -0.029742220416665077, -0.005401046480983496, -0.017088228836655617, 0.025473499670624733, -0.03154844790697098, -0.057347383350133896, 0.02445964328944683, 0.0046640317887067795, 0.023049399256706238, 0.013765254057943821, 0.020772261545062065, 0.002508586272597313, -0.014339038170874119, 0.019818328320980072, 0.0375346764922142, -0.05087018758058548, 0.020166268572211266, 0.014535371214151382, -0.007666948717087507, 0.04064303636550903, 0.023437710478901863, -0.024491021409630775, -0.008197654969990253, -0.005012477282434702, -0.001329874969087541, -0.047532688826322556, -0.01918095350265503, -0.02363784983754158, 0.04752466827630997, 0.018872642889618874, -0.006559833884239197, -0.015982095152139664, 0.0029022214002907276, -0.010950205847620964, -0.04369331896305084, 0.0205517765134573, -0.03057796321809292, 0.0018516085110604763, 0.019825683906674385, -0.031708456575870514, 0.014113771729171276, -0.012466236017644405, 0.010327249765396118, 0.02503124810755253, -0.016544470563530922, -0.046995993703603745, -0.049946241080760956, 0.014734462834894657, 0.017095480114221573, 0.06475134193897247, 0.023404324427247047, -0.019120676442980766, -0.03054877556860447, -0.013730054721236229, -0.01382276602089405, 0.009949371218681335, -0.011283592320978642, -0.01774548552930355, 0.025170907378196716, 0.050312548875808716, 0.025863701477646828, 0.010867373086512089, -0.01669028401374817, 0.019366636872291565, 0.07109590619802475, -0.07508707046508789, -0.035213299095630646, -0.024795129895210266, -0.06881146878004074, 0.03930211067199707, -0.005762052722275257, 0.05103345960378647, -0.02078336663544178, 0.031345874071121216, 0.06339471787214279, 0.00555546535179019, 0.01983007602393627, 0.013709834776818752, 0.04377634450793266, -0.032041482627391815, 0.011263220570981503, -0.061254680156707764, 0.02200310304760933, 0.020798904821276665, 0.010627251118421555, -0.028278587386012077, -0.020687395706772804, -0.03860153630375862, 0.05172080174088478, -0.06135411933064461, -0.02381209470331669, 0.025455523282289505, 0.023378631100058556, -0.003611805848777294, -0.001082018599845469, -0.06032940000295639, 0.0325363352894783, 0.02898290380835533, -0.05229146406054497, -0.032510265707969666, -0.03796253353357315, 0.059589844197034836, 0.012463578023016453, 0.02270631678402424, -0.052388980984687805, 0.016506867483258247, 0.06255794316530228, 0.02871897630393505, 0.012332177720963955, 0.06483881175518036, -0.027425134554505348, 0.030598914250731468, 0.014159690588712692, -0.005124157294631004, -0.024698305875062943, 0.0030737288761883974, 0.010673953220248222, -0.09143918007612228, 0.03601359203457832, 0.01116176601499319, -0.014462319202721119, -0.07785863429307938, 0.0656302273273468, 0.01769385114312172, -0.01748460903763771, -0.042248521000146866, -0.010615267790853977, -0.02230621874332428, -0.02802947908639908, -0.04299122095108032, 0.03472111374139786, -0.01081815268844366, 0.0645434707403183, -0.007022425998002291, -0.020650584250688553, 0.07177916169166565, 0.00694696232676506, 0.001225720508955419, -0.017306983470916748, 0.07290822267532349, 0.06403703987598419, 0.0378839485347271, -0.0035828594118356705, 0.0730743482708931, -0.00994815118610859, -0.03944801166653633, 0.011887074448168278, -0.028516089543700218, 0.004330696538090706, -0.04406966269016266, 0.011244370602071285, 0.09015946835279465, 0.0019191533792763948, 0.06404285132884979, -0.024307360872626305, -0.019314682111144066, 0.002138949930667877, 0.02051759883761406, 0.026570014655590057, 0.0012984583154320717, 0.016378292813897133, -0.017779340967535973, 0.012687429785728455, -0.04060032591223717, 0.012513014487922192, -0.007044841535389423, -0.017097165808081627, 0.0034286135341972113, 0.0025269468314945698, 0.0003025700862053782, -0.007569076027721167, 0.0048033008351922035, 0.07144198566675186, -0.012795201502740383, -0.012936449609696865, -0.016380073502659798, 0.03682086989283562, 0.008780351839959621, -0.019811630249023438, -0.03836219757795334, -0.055468589067459106, -0.021693794056773186, -0.010449991561472416, 0.002885185182094574, -0.02321798726916313, -0.007455724291503429, 0.03038736619055271, -0.012161638587713242, 0.030200069770216942, 0.021552352234721184, 0.014561200514435768, -0.07503920793533325, -0.05017729103565216, -0.053169477730989456, -0.025959081947803497, -0.08111666887998581, 0.010500232689082623, 0.016633126884698868, -0.02213388681411743, -0.02226252853870392, -0.022873086854815483, -0.017237277701497078, -0.02105540968477726, 0.06540081650018692, -0.03747565671801567, -0.01331360824406147, -0.011111708357930183, -0.012268660590052605, 0.04578140377998352, 0.04812118411064148, 0.023003721609711647, 0.007719800341874361, -0.019442202523350716, -0.028589803725481033, -0.01190849207341671, 0.029083779081702232, -0.0073434761725366116, 0.034754298627376556, -0.09339167177677155, 0.042833276093006134, 0.019180117174983025, -0.026677897199988365, -0.07532431930303574, 0.022048743441700935, 0.036689143627882004, -0.017678331583738327, 0.054681673645973206, -0.028056751936674118, -0.02620888128876686, -0.02811403013765812, 0.008589074946939945, 0.009641568176448345, 0.029788218438625336, 0.027733812108635902, -0.03820270672440529, 0.060298603028059006, 0.05360772833228111, -0.002388611203059554, -0.023818308487534523, 0.006726193707436323, -0.0018193963915109634, 0.02978307008743286, -0.022767921909689903, 0.00040731040644459426, -0.0295578483492136, -0.05334918200969696, -0.028323944658041, 0.02326257713139057, -0.008701110258698463, -0.036349523812532425, 0.0036520378198474646, 0.0038100334350019693, -0.06640094518661499, 0.006569307297468185, -0.027775561437010765, 0.021840620785951614, -0.05048017576336861, -0.009661496616899967, 0.0006564145442098379, 0.016689589247107506, 0.014504658058285713, 0.0006470718653872609, 0.016086047515273094, -0.04477130249142647, -0.022418081760406494, -0.025692414492368698, 0.013223049230873585, 0.02864358201622963, -0.009639007970690727, 0.021817220374941826 ]
[ -0.08227923512458801, -0.032475464046001434, 0.0032052206806838512, -0.05272933095693588, -0.002833255799487233, 0.007371800485998392, -0.010323572903871536, 0.0013031874550506473, 0.0041540758684277534, 0.0017567500472068787, 0.028875792399048805, -0.02991570346057415, -0.0045858086086809635, 0.030080752447247505, 0.08830925822257996, -0.0011133840307593346, -0.025134628638625145, 0.00736838998273015, 0.01593196578323841, 0.0395897813141346, 0.007271778769791126, -0.045245811343193054, -0.036963220685720444, -0.009924683719873428, -0.009296175092458725, 0.03366430848836899, 0.05351017788052559, -0.027879469096660614, 0.0013741831062361598, -0.22806453704833984, 0.00030805356800556183, -0.004989595618098974, 0.015221938490867615, -0.037436917424201965, -0.0053320107981562614, 0.018020326271653175, 0.020844576880335808, 0.043263234198093414, 0.004585405346006155, 0.022284992039203644, -0.03711303323507309, 0.05266409367322922, -0.038902781903743744, -0.03204013779759407, 0.03454405441880226, 0.008042165078222752, 0.04256083443760872, -0.007650442887097597, -0.005118106957525015, -0.017204895615577698, -0.010585683397948742, -0.04862241446971893, -0.04509942606091499, -0.0014273793203756213, 0.0025523679796606302, 0.0124149639159441, 0.04216872900724411, 0.014024734497070312, 0.030678467825055122, 0.024890821427106857, 0.02986171469092369, 0.011423583142459393, -0.11929857730865479, 0.09279798716306686, 0.02924431674182415, 0.08312363922595978, 0.019662823528051376, -0.04272996261715889, 0.00268490775488317, 0.0898999273777008, 0.023299122229218483, -0.01779293082654476, -0.012918503023684025, 0.08067786693572998, -0.0043580858036875725, -0.027438847348093987, 0.022812506183981895, 0.02072729915380478, 0.057555537670850754, -0.03531327098608017, -0.06410548090934753, -0.024774106219410896, -0.019294381141662598, -0.02015686221420765, -0.02367118000984192, 0.012197175063192844, 0.005355521105229855, -0.015492331236600876, 0.018560055643320084, 0.021875081583857536, 0.006671189796179533, -0.022672846913337708, 0.024237994104623795, 0.015576986595988274, -0.0770961344242096, 0.012013223953545094, -0.026975123211741447, -0.019685909152030945, -0.04311905428767204, 0.4198732376098633, -0.010977393947541714, -0.02579055353999138, 0.061302781105041504, 0.028851918876171112, -0.06718064099550247, 0.030669167637825012, -0.011466975323855877, -0.04810662567615509, -0.005288951564580202, -0.012254629284143448, -0.038190942257642746, 0.031798817217350006, 0.019486568868160248, -0.05470915138721466, -0.007664069067686796, -0.05298924446105957, 0.009878595359623432, 0.0046535674482584, 0.002690400928258896, -0.005334124900400639, 0.0023623835295438766, 0.016805367544293404, 0.02778041549026966, 0.022883210331201553, 0.02718694508075714, -0.06256496161222458, 0.007519039325416088, 0.06779182702302933, 0.05522093549370766, 0.0273088738322258, 0.04549632593989372, -0.03184745833277702, -0.0909033864736557, -0.05295915901660919, 0.023243147879838943, -0.044862907379865646, 0.04338070750236511, -0.029188144952058792, -0.0009264434338547289, 0.005659350659698248, -0.030405743047595024, -0.01743759587407112, 0.0068541523069143295, -0.04767506942152977, -0.06675098091363907, 0.13786233961582184, 0.005894988775253296, -0.016704294830560684, -0.04694784805178642, -0.03435661271214485, -0.021009812131524086, 0.07110363990068436, 0.01863345131278038, -0.08536338806152344, 0.020627470687031746, 0.04717061668634415, 0.015003900043666363, -0.004061574582010508, -0.04338144510984421, -0.028233392164111137, 0.01588328927755356, 0.01160068903118372, -0.04332859441637993, 0.07299689948558807, -0.004435686860233545, -0.1111450120806694, -0.08129411935806274, 0.00041879044147208333, 0.010897570289671421, -0.06754851341247559, -0.031248193234205246, 0.06030839681625366, -0.029856735840439796, -0.015824759379029274, 0.06824158132076263, 0.008791854605078697, -0.03740284964442253, 0.0022361751180142164, -0.01675884611904621, 0.0461365170776844, 0.01559259183704853, -0.006153545342385769, -0.06345426291227341, -0.0012554241111502051, -0.020238151773810387, -0.11251974105834961, -0.0031496183946728706, -0.034498125314712524, -0.036758944392204285, -0.03668373450636864, -0.037668075412511826, -0.0013000058243051171, -0.033483803272247314, 0.09733926504850388, -0.033585913479328156, -0.012762046419084072, 0.03907134383916855, -0.017102757468819618, 0.016342857852578163, -0.020980190485715866, 0.004552883096039295, 0.04842701926827431, -0.01637287437915802, 0.03432314097881317, -0.058720123022794724, 0.04723290726542473, 0.03387344256043434, -0.0432942695915699, 0.036399565637111664, 0.03495490923523903, -0.06908835470676422, 0.013369284570217133, -0.012117704376578331, 0.006608523894101381, -0.021489277482032776, 0.01779286377131939, 0.00016523934027645737, 0.036735761910676956, 0.03336282819509506, 0.03049752302467823, -0.04175138473510742, 0.0013579685473814607, 0.05176180601119995, -0.32445499300956726, 0.009414169937372208, -0.04563469439744949, -0.025284988805651665, -0.026994574815034866, -0.05662945285439491, -0.0068311854265630245, -0.035002145916223526, -0.04058003053069115, -0.00951785035431385, 0.05369376763701439, 0.012699749320745468, -0.01869557797908783, -0.027672672644257545, 0.008740843273699284, 0.0005737286410294473, -0.03194775432348251, -0.033446814864873886, -0.05746150016784668, 0.006499544717371464, -0.02294500730931759, 0.01725849136710167, -0.0019323203014209867, -0.0659169852733612, 0.026108229532837868, -0.033187735825777054, 0.08374534547328949, -0.026964250952005386, 0.07727515697479248, -0.02774960733950138, 0.06558841466903687, 0.026039879769086838, -0.03045744262635708, -0.04580454155802727, -0.004920375999063253, -0.0575079619884491, -0.018361760303378105, -0.032912734895944595, 0.04504050686955452, -0.02148589678108692, -0.019154932349920273, 0.0323818065226078, -0.044270746409893036, -0.05370670184493065, -0.02515646629035473, -0.011934466660022736, -0.02707231417298317, -0.02336687408387661, -0.013913909904658794, 0.07389222085475922, 0.0016291119391098619, -0.0005090569029562175, 0.027256352826952934, 0.01960216835141182, -0.008123356848955154, -0.020255206152796745, -0.04607377201318741, -0.009846828877925873, -0.014567001722753048, 0.03337664157152176, 0.04748019203543663, 0.07094182074069977, 0.04070474952459335, -0.09954012185335159, -0.017229720950126648, -0.00868228916078806, -0.03792916238307953, -0.050103865563869476, 0.01735425926744938, -0.03493616357445717, -0.04127603396773338, 0.07964396476745605, -0.012200226075947285, -0.004807586781680584, 0.011800117790699005, 0.06093472242355347, 0.011316641233861446, 0.001972442725673318, 0.003675549291074276, 0.030559811741113663, -0.004404583014547825, -0.017666667699813843, 0.02040223404765129, 0.0303267203271389, 0.01880759559571743, 0.04191458225250244, -0.022789716720581055, -0.013730596750974655, -0.00832989253103733, -0.036218080669641495, -0.036228228360414505, 0.02173062600195408, -0.018376445397734642, -0.019638502970337868, 0.04773354530334473, -0.027833366766572, -0.227678582072258, 0.011528749018907547, 0.08213531225919724, 0.1215120255947113, 0.01163378544151783, 0.030891021713614464, 0.053379107266664505, -0.05813536420464516, 0.030361181125044823, -0.0030694289598613977, 0.0165423471480608, 0.07458917051553726, 0.039750419557094574, 0.012611331418156624, 0.03417935222387314, -0.008080894127488136, 0.026133794337511063, -0.005558070261031389, 0.055693306028842926, -0.00495522515848279, 0.02879665046930313, 0.017997046932578087, 0.17793165147304535, 0.018231770023703575, 0.04097921401262283, 0.014365877024829388, -0.027700621634721756, 0.007038956508040428, 0.08162251859903336, 0.042674485594034195, 0.010130402632057667, 0.01865750551223755, 0.10649695992469788, 0.037808552384376526, 0.06936288625001907, -0.10067403316497803, -0.012629423290491104, 0.04231218248605728, 0.008305403403937817, 0.00632570032030344, 0.004759044852107763, 0.021960407495498657, -0.049510616809129715, 0.022223588079214096, 0.09241880476474762, 0.029067518189549446, 0.023331914097070694, -0.011940067633986473, -0.04260275512933731, -0.014335161074995995, -0.010607503354549408, -0.026368748396635056, 0.014794708229601383, -0.020640026777982712, 0.007049056235700846, 0.036405060440301895, 0.009412642568349838, -0.032343413680791855, -0.02937074936926365, 0.03430495783686638, 0.025004416704177856, 0.008260883390903473, 0.06008804216980934, 0.014360981993377209, 0.025242041796445847 ]
[ -0.007674606516957283, -0.002822203328832984, 0.01767282746732235, 0.05944697558879852, 0.004384319297969341, 0.030639542266726494, -0.0005996646359562874, 0.007268200628459454, 0.006601874716579914, 0.0011272219708189368, 0.023243479430675507, -0.004536078777164221, 0.011420423164963722, -0.021900463849306107, 0.018292920663952827, 0.02379610948264599, 0.024890150874853134, -0.03053479641675949, -0.002056360011920333, 0.008700924925506115, -0.006302260793745518, 0.055463023483753204, -0.01207045093178749, -0.017491906881332397, 0.014988578855991364, 0.014447405003011227, 0.02074700966477394, -0.01660146377980709, 0.024712996557354927, -0.14663183689117432, -0.020969374105334282, -0.03520900383591652, -0.025915928184986115, 0.01520652137696743, -0.05379756540060043, -0.014303869567811489, 0.016492366790771484, 0.019648855552077293, 0.029388051480054855, -0.028554953634738922, 0.005074188578873873, 0.024564074352383614, 0.013860264793038368, -0.006976059637963772, 0.0026336894370615482, -0.0368787907063961, -0.009223010390996933, -0.02648012898862362, -0.008380535989999771, -0.016022801399230957, -0.018414273858070374, -0.0488102063536644, 0.04600754752755165, 0.021749461069703102, 0.032414745539426804, -0.016579242423176765, -0.02640218287706375, -0.009054155088961124, -0.005313987378031015, -0.0015659870114177465, -0.015336169861257076, -0.007353982422500849, -0.05713425949215889, -0.028089459985494614, 0.021044371649622917, -0.017468057572841644, 0.026326436549425125, -0.006229362450540066, 0.023936357349157333, -0.025676243007183075, -0.022484736517071724, 0.01752307265996933, 0.007064472418278456, 0.011585467495024204, 0.012396595440804958, -0.005211306270211935, 0.03820789232850075, 0.005282971542328596, 0.0421227402985096, -0.03410791978240013, -0.038682278245687485, 0.02340860851109028, 0.005299731157720089, -0.001021364820189774, 0.01736409217119217, -0.028475143015384674, -0.020559819415211678, -0.0033634123392403126, 0.010154495015740395, -0.005454964004456997, -0.035369668155908585, 0.003119556698948145, 0.007420871872454882, 0.02995663695037365, -0.09330625832080841, -0.007215803489089012, 0.0053909700363874435, -0.03266775980591774, -0.022087590768933296, 0.8187077641487122, -0.012142080813646317, 0.023926088586449623, 0.050375670194625854, 0.04077645391225815, 0.020069951191544533, -0.03484142944216728, -0.0007199693936854601, 0.008030849508941174, 0.018569961190223694, -0.028079193085432053, 0.01911405846476555, 0.02991371601819992, 0.007970284670591354, 0.02598217874765396, 0.01792379468679428, -0.0186915323138237, 0.02197703719139099, -0.0386146605014801, -0.029916008934378624, -0.005636018235236406, -0.020338067784905434, -0.02329219877719879, -0.009938059374690056, -0.0064025516621768475, 0.014509771950542927, -0.2100919634103775, -0.008046547882258892, -7.99268788039174e-33, 0.03896639496088028, 0.0174428578466177, 0.012047950178384781, 0.03643006086349487, 0.05924822390079498, 0.01260034553706646, 0.02862628735601902, 0.020869087427854538, -0.014582102186977863, -0.04796063154935837, -0.020338285714387894, -0.028983542695641518, -0.011568575166165829, -0.03828122466802597, 0.04845789819955826, -0.023393627256155014, -0.027562012895941734, 0.05028499290347099, 0.004761204123497009, 0.014650038443505764, 0.01203406322747469, 0.049798380583524704, -0.0009569228859618306, -0.014239741489291191, 0.01042234431952238, 0.02655024267733097, 0.02194151282310486, 0.03442421182990074, -0.031177230179309845, -0.03387831151485443, 0.013961640186607838, 0.021617472171783447, -0.004594623111188412, -0.0016832448309287429, -0.002200480317696929, -0.026100069284439087, -0.0020390681456774473, -0.0026010829024016857, -0.018211741000413895, -0.03153696283698082, -0.03731408342719078, -0.027250265702605247, -0.04856244474649429, 0.024014249444007874, -0.05890681594610214, -0.02372792549431324, 0.0066636307165026665, 0.029289672151207924, 0.0079273022711277, 0.020370101556181908, 0.01021407637745142, 0.024076638743281364, -0.011112100444734097, -0.016413196921348572, -0.05568310618400574, 0.05634783208370209, -0.03530924767255783, -0.014312075451016426, 0.03483256697654724, 0.031404998153448105, 0.004917040001600981, -0.04655760899186134, -0.016736241057515144, -0.0036688765976577997, -0.028437623754143715, -0.0062293377704918385, 0.032733604311943054, -0.021117527037858963, 0.047206249088048935, -0.05126874893903732, -0.02362827956676483, -0.029186703264713287, -0.027820032089948654, -0.023493651300668716, 0.035714391618967056, -0.017885975539684296, -0.017149562016129494, 0.00008584349416196346, 0.027192384004592896, 0.028409142047166824, -0.014866356737911701, 0.019759899005293846, 0.0044126068241894245, -0.026748130097985268, -0.0009842172730714083, -0.030299054458737373, 0.021688934415578842, -0.007221117150038481, -0.0012534562265500426, -0.0007849963149055839, 0.04570825770497322, 0.029030729085206985, -0.005893516819924116, -0.04470587149262428, 0.012793940491974354, 8.010518660325776e-33, 0.02530834823846817, -0.028880460187792778, -0.008818729780614376, -0.01497410237789154, 0.0036796280182898045, -0.03829251229763031, -0.0140827102586627, 0.04924622178077698, -0.043386634439229965, 0.0014737844467163086, 0.007683260831981897, 0.04876421019434929, -0.016001561656594276, 0.003854748560115695, 0.014810331165790558, -0.005463057663291693, 0.014938801527023315, -0.035451073199510574, 0.037650417536497116, -0.0005972792860120535, 0.06794069707393646, 0.0022569182328879833, -0.019436592236161232, -0.005912883672863245, -0.008229140192270279, 0.04043924808502197, -0.04448721185326576, 0.03018094040453434, 0.010309908539056778, 0.021712714806199074, -0.014138187281787395, -0.013423141092061996, 0.02795213647186756, -0.03263326361775398, -0.048720359802246094, 0.02853955142199993, -0.012376954779028893, -0.00173277803696692, 0.035389337688684464, 0.023317042738199234, 0.019166860729455948, -0.023860909044742584, 0.008285450749099255, 0.045522790402173996, 0.005533535033464432, -0.02459813468158245, -0.0030143249314278364, 0.008561425842344761, 0.018957946449518204, 0.005837602075189352, 0.030313391238451004, 0.010973039083182812, 0.011739572510123253, 0.026972519233822823, 0.012219784781336784, -0.015440714545547962, -0.012394022196531296, 0.010780012235045433, 0.020957399159669876, 0.005489664617925882, -0.011313708499073982, 0.01656680926680565, -0.052527185529470444, 0.026478957384824753, -0.026667499914765358, -0.00611907197162509, -0.02164573222398758, -0.026252539828419685, 0.034883055835962296, -0.018228961154818535, -0.030070845037698746, 0.02823607437312603, 0.014600129798054695, 0.0003604972152970731, 0.051129329949617386, -0.04715408757328987, -0.006237471010535955, 0.019975190982222557, 0.028950443491339684, 0.018135916441679, 0.01252878736704588, -0.029877251014113426, 0.05386286601424217, -0.01722732186317444, 0.002891283016651869, -0.040917713195085526, -0.011232416145503521, 0.004926254041492939, 0.005957229528576136, -0.017198968678712845, -0.03187073767185211, -0.017374202609062195, -0.005387479439377785, 0.03389444947242737, 0.011290006339550018, -1.3083370831168395e-8, -0.025317678228020668, 0.044497422873973846, 0.003999733366072178, -0.011375085450708866, 0.01260527316480875, 0.02641819231212139, -0.03022509440779686, -0.028971120715141296, -0.0022618742659687996, 0.015616540797054768, 0.017357241362333298, 0.0133369080722332, -0.022149445489048958, -0.007077560760080814, -0.007239500992000103, -0.07358894497156143, -0.002339647151529789, -0.03289341554045677, 0.021753966808319092, 0.0032597247045487165, 0.011160136200487614, 0.06555891036987305, 0.010433832183480263, 0.010634871199727058, 0.08813659101724625, 0.0004627447633538395, -0.0025575540494173765, -0.06473410129547119, -0.005269690416753292, 0.008640465326607227, -0.007790356408804655, -0.01415240578353405, -0.038376543670892715, 0.04533904045820236, -0.015473175793886185, -0.017075972631573677, 0.00008546351455152035, 0.027875304222106934, -0.0017181045841425657, 0.018338248133659363, 0.028144225478172302, 0.0010626307921484113, 0.00043472961988300085, -0.01093435287475586, 0.00347164086997509, 0.03308393061161041, -0.019235944375395775, 0.006368786562234163, 0.04100849851965904, -0.001420120825059712, -0.0051596323028206825, -0.029635736718773842, 0.005079674068838358, -0.023409394547343254, -0.01974865235388279, -0.0023533240891993046, 0.0089114336296916, -0.00880642980337143, -0.036622535437345505, 0.03763214498758316, 0.04455723613500595, 0.02835063450038433, -0.025214627385139465, -0.030315816402435303 ]
aspnet-mvc-using-adaptors-for-partial-models
https://markhneedham.com/blog/2009/03/03/aspnet-mvc-using-adaptors-for-partial-models
false
2009-03-04 23:58:48
Coding: Good Citizens
[ "coding" ]
[ "Coding" ]
I was recently reading Brad Cross' recent post about creating objects which are http://bradfordcross.blogspot.com/2009/02/good-citizens.html[Good Citizens] in code and he certainly nails one aspect of this with regards to ensuring that our *objects are in a usable state post construction*. ____ In OO design, an object is considered to be a good citizen if it is in a fully composed and usable state post-construction. This means that once the constructor exits, the class is ready to use - without the need to call additional setters or init() methods. ____ This is the main reason I find the http://www.markhneedham.com/blog/2009/02/16/c-object-initializer-and-the-horse-shoe/[C# object initializer syntax] such a nightmare - it gets blatantly abused and you end up with half constructed objects all around the code base and you're never sure where your next Null Object Exception is going to come from so you pepper the code with null checks to try and avoid them. Apart from this though I think another important aspect of an object being a good citizen is that *when it makes use of other objects it does so in the way that object would expect it to*. For example I wouldn't expect object A to call object B and pass in null as one of its parameters. When we're not on the edges of our http://domaindrivendesign.org/discussion/messageboardarchive/BoundedContext.html[bounded context] then I think it's reasonable for objects to trust each other and assume that they will call each other in a non-evil way. In a brief discussion with http://twitter.com/davcamer[Dave] about this he suggested that we might have different expectations of what makes a good citizen *depending on the context* in which we are using them. For example, in our production code a good citizen wouldn't try to break encapsulation of another object by using reflection - it should tell the object what to do rather than taking data our of it. In test code though it may be perfectly acceptable for us to make use of reflection to check the state of an object after we have performed an operation on it. Dan North and Aslak Hellesoy have written up http://docs.codehaus.org/display/PICO/Good+Citizen[a more stringent list of what makes a good citizen] on the Pico Container website - I agree with the majority of them although I'd question whether every object should have an equals method on it unless its' actually used and I'm still undecided about whether objects should fail on construction if passed bad data. Either way, it's definitely good to consider these types of things when writing code.
null
null
[ 0.01922593079507351, -0.003758653998374939, 0.00389461568556726, 0.026868904009461403, 0.06010311096906662, 0.01638561487197876, 0.035443276166915894, 0.031284794211387634, -0.01552574709057808, -0.019828272983431816, -0.018478471785783768, -0.013167661614716053, -0.08277814090251923, -0.003127695992588997, -0.026167437434196472, 0.052717357873916626, 0.07485822588205338, -0.005549765657633543, 0.011683383956551552, -0.0010659190593287349, 0.035507526248693466, 0.0754799097776413, -0.0018460808787494898, 0.030334217473864555, 0.04141244292259216, 0.035684362053871155, 0.01395309530198574, 0.029599132016301155, -0.05931736156344414, -0.015397503040730953, 0.019607029855251312, 0.03198977932333946, -0.01819097064435482, -0.003553369315341115, 0.01573064550757408, -0.031919561326503754, -0.014087529852986336, 0.010584648698568344, -0.012331172823905945, 0.04691571742296219, -0.05804538354277611, 0.029313309118151665, 0.014210393652319908, -0.0034061556216329336, -0.052943963557481766, -0.012178496457636356, -0.032638419419527054, 0.03188804164528847, -0.020699337124824524, -0.005088555160909891, -0.06095293536782265, 0.037844277918338776, -0.031021328642964363, 0.02879064716398716, -0.002990477718412876, 0.051236510276794434, 0.026050876826047897, -0.0707906186580658, 0.017194051295518875, -0.07257944345474243, 0.020158426836133003, -0.00628106901422143, -0.001207424676977098, 0.000020032779502798803, 0.025741538032889366, 0.010875494219362736, -0.0035049135331064463, 0.028988149017095566, -0.040342625230550766, -0.022226804867386818, -0.015127034857869148, -0.0021143632475286722, -0.0023377500474452972, 0.006370226386934519, -0.004189829342067242, -0.03457312285900116, -0.0012775015784427524, 0.056170642375946045, -0.0009037928539328277, 0.036865875124931335, -0.01222909428179264, -0.0067122746258974075, 0.019790982827544212, 0.02014571614563465, -0.007838983088731766, -0.03976370766758919, -0.014551873318850994, -0.008682520128786564, -0.03256552666425705, 0.062053557485342026, 0.00836840458214283, -0.020482178777456284, 0.012874575331807137, 0.026971593499183655, 0.003934860695153475, 0.0017446053680032492, 0.021634336560964584, 0.0061047314666211605, 0.001799359917640686, 0.003558024065569043, -0.007383605930954218, -0.02335323393344879, 0.035359036177396774, 0.010410862974822521, -0.07125837355852127, -0.02911476604640484, -0.03392316773533821, -0.008747712709009647, -0.012337319552898407, 0.007536869961768389, -0.04629000648856163, 0.04443485662341118, -0.010959615930914879, -0.0034962312784045935, -0.07446406781673431, 0.052251048386096954, 0.011596020311117172, -0.021831389516592026, -0.011383438482880592, 0.03333473950624466, 0.034689921885728836, 0.03921707719564438, -0.0021773260086774826, 0.07351869344711304, 0.006351230666041374, 0.028833545744419098, -0.03397399187088013, 0.05561775714159012, -0.02102663740515709, -0.07764209806919098, 0.014524850063025951, 0.042023852467536926, -0.03214465081691742, 0.014756781980395317, 0.01795722171664238, -0.041639432311058044, 0.0008197052520699799, -0.019586270675063133, 0.03799603506922722, 0.04400232061743736, -0.017947843298316002, -0.07335922122001648, 0.024412628263235092, 0.0018232448492199183, 0.022572623565793037, 0.013867153786122799, 0.019583532586693764, -0.01601514220237732, 0.0003139945911243558, 0.02186022698879242, 0.029836585745215416, 0.05448533594608307, 0.029652973636984825, -0.045223087072372437, 0.017792388796806335, 0.07200126349925995, 0.00820212997496128, 0.024965548887848854, -0.012985513545572758, 0.05002912878990173, 0.055834025144577026, 0.027175024151802063, 0.0067248037084937096, 0.01286389771848917, 0.04293491318821907, 0.0038171354681253433, -0.017408166080713272, 0.056508440524339676, 0.009645966812968254, -0.01954243890941143, -0.06970734149217606, -0.06217152997851372, 0.058789681643247604, -0.04908127337694168, -0.027690991759300232, 0.02760528214275837, 0.0844779834151268, -0.024308985099196434, 0.044707026332616806, -0.0050983671098947525, -0.07566093653440475, 0.009830896742641926, -0.015307457186281681, 0.014181357808411121, -0.0094967195764184, -0.0034247615840286016, 0.05230560153722763, 0.02049584873020649, -0.006200690288096666, 0.025326156988739967, -0.0408613495528698, -0.06257946044206619, -0.021335933357477188, -0.03653291240334511, 0.047116439789533615, -0.016719967126846313, -0.02006235346198082, 0.0804312452673912, 0.007127492222934961, 0.05311845615506172, 0.014041190966963768, 0.011754162609577179, 0.008253072388470173, -0.027511559426784515, -0.01593117043375969, 0.04877432435750961, 0.046516723930835724, 0.024881776422262192, -0.04290333390235901, 0.012139631435275078, -0.010455118492245674, -0.023670999333262444, 0.044022008776664734, -0.022366151213645935, 0.022032886743545532, -0.01605856418609619, 0.042783092707395554, -0.039894506335258484, 0.05144881457090378, -0.05590396746993065, -0.0042738644406199455, -0.002324390457943082, 0.004560213536024094, 0.01035221852362156, 0.004810307640582323, 0.12812699377536774, 0.043565165251493454, -0.046174630522727966, -0.03824210539460182, 0.026240965351462364, 0.020240355283021927, -0.03760969266295433, -0.02799503318965435, -0.006835100706666708, -0.016363948583602905, 0.027590930461883545, -0.012425923720002174, 0.007861540652811527, 0.020810890942811966, -0.014996607787907124, 0.02135802060365677, 0.07385147362947464, -0.030818801373243332, 0.036507830023765564, -0.01716812141239643, -0.032554492354393005, 0.011109801940619946, -0.029032686725258827, -0.06660906970500946, 0.014878726564347744, 0.003297071671113372, -0.01612681895494461, 0.06296505779027939, -0.021280722692608833, -0.011745917610824108, -0.025742102414369583, -0.05124012753367424, -0.0014634784311056137, 0.019166387617588043, 0.05329268425703049, -0.025931641459465027, 0.06479299068450928, -0.026075687259435654, -0.004391309805214405, -0.014084425754845142, -0.049385763704776764, -0.014555530622601509, 0.005785712040960789, 0.00474149826914072, 0.06542419642210007, -0.007772292010486126, 0.010433138348162174, 0.03544046729803085, -0.0006220624200068414, -0.02059563621878624, 0.008043879643082619, 0.037844862788915634, -0.0024296361953020096, -0.02209561876952648, -0.04216935113072395, -0.04566103592514992, 0.04337333142757416, -0.047107383608818054, -0.033486805856227875, 0.01168010663241148, -0.08655963838100433, 0.057231683284044266, -0.06568236649036407, -0.08461979776620865, 0.0060565415769815445, 0.03837637975811958, 0.01250155083835125, 0.004696283955127001, 0.013854951597750187, 0.08864636719226837, 0.03777464106678963, 0.009225329384207726, 0.0036292066797614098, -0.011138261295855045, 0.016326965764164925, 0.002026577712967992, 0.0029162652790546417, 0.02881431020796299, -0.0014459664234891534, 0.004200533498078585, -0.017730019986629486, 0.02412424422800541, 0.01536840945482254, -0.2929561734199524, 0.019938766956329346, 0.028006620705127716, -0.04932712763547897, 0.004032475873827934, 0.005628861486911774, 0.029539959505200386, -0.04100518301129341, -0.02789994888007641, 0.0654265508055687, -0.027879295870661736, -0.054455287754535675, -0.0213464442640543, 0.06052955985069275, 0.0027034140657633543, 0.023249249905347824, 0.021518059074878693, -0.039946310222148895, -0.026252297684550285, 0.06349337846040726, -0.022638827562332153, -0.07482325285673141, 0.013314615935087204, 0.04497872292995453, 0.03526918962597847, 0.023110684007406235, -0.09378471970558167, 0.03697684407234192, -0.05075962841510773, 0.007303636521100998, -0.01388193666934967, 0.006202071905136108, 0.023042794317007065, -0.04617602378129959, -0.022716088220477104, -0.014209995977580547, 0.006108519155532122, 0.03093799203634262, -0.027468331158161163, 0.022848280146718025, -0.052503716200590134, -0.046608101576566696, -0.03145667910575867, 0.0190243162214756, 0.060496486723423004, 0.0020722162444144487, -0.060424041002988815, -0.01645122654736042, -0.053954798728227615, 0.042775269597768784, -0.0428454726934433, -0.04989079385995865, -0.005625515710562468, 0.04819692298769951, -0.010466326028108597, -0.013876991346478462, -0.00041202030843123794, 0.006607317365705967, -0.05673293396830559, -0.029404638335108757, -0.01848570443689823, -0.03302038460969925, -0.030750315636396408, -0.03683856502175331, -0.006029422394931316, -0.06149641424417496, -0.06665012240409851, 0.00936787948012352, 0.0790148600935936, 0.04629930481314659, -0.008991003036499023, 0.012287047691643238, -0.0031768162734806538, -0.11197241395711899, 0.009886394254863262, -0.03329457342624664, -0.024811938405036926, -0.036808304488658905, -0.017798470333218575, 0.06402435153722763, -0.022213326767086983, -0.03992002084851265, 0.04241963475942612, 0.0336051806807518, -0.010962684638798237, -0.018655285239219666, 0.038508255034685135, 0.01087973453104496, -0.0077484650537371635, 0.008780006319284439, 0.06601442396640778, 0.0052301459945738316, -0.016362082213163376, -0.047684550285339355, 0.01417121198028326, 0.007802782580256462, 0.03652708977460861, -0.033541932702064514, 0.00896898191422224, 0.025666452944278717, 0.025724802166223526, -0.057903774082660675, 0.033973973244428635, -0.016682449728250504, -0.013943878002464771, -0.015874536707997322, -0.0554528683423996, 0.04364599287509918, 0.04904374107718468, 0.006802293471992016, 0.004598622675985098, -0.03124888986349106, 0.011679396964609623, -0.04175497218966484, -0.030626509338617325, -0.018863007426261902, 0.009552004747092724, 0.03246328979730606, -0.005849914625287056, -0.026801472529768944, -0.03980039060115814, 0.02092832326889038, 0.0029864225070923567, 0.0024202056229114532, -0.06756538897752762, -0.05988069251179695, -0.019090373069047928, -0.015277943573892117, -0.0202624648809433, 0.024172382429242134, -0.01937774382531643, 0.048540420830249786, 0.009078511036932468, -0.03823678195476532, 0.01181580126285553, -0.0004325624031480402, -0.04705745354294777, -0.04472334310412407, -0.02000281773507595, -0.016296857967972755, 0.020846890285611153, -0.006715433206409216, 0.02720327116549015, 0.02148919738829136, 0.037371210753917694, -0.002278826432302594, 0.061022039502859116, -0.00917656160891056, 0.006809428799897432, 0.03618750721216202, 0.023812120780348778, -0.09928470104932785, 0.024587882682681084, -0.03703920915722847, -0.04012046381831169, -0.03889237344264984, 0.029697712510824203, -0.028405433520674706, -0.030298706144094467, -0.02130051888525486, 0.051299817860126495, -0.05042293667793274, -0.03373975679278374, -0.03459582105278969, 0.01983421854674816, 0.058990683406591415, -0.0251554436981678, 0.019654225558042526, -0.03499315679073334, -0.026577919721603394, 0.02210693061351776, 0.013972442597150803, -0.03802032768726349, 0.010586329735815525, 0.016299031674861908, -0.025156153365969658, -0.025613142177462578, -0.0012009539641439915, 0.031073084101080894, -0.004093147814273834, -0.012559788301587105, -0.007413203828036785, 0.020999379456043243, -0.008980059996247292, 0.04853048920631409, 0.008016635663807392, 0.013680734671652317, -0.015137119218707085, -0.009423010982573032, -0.022307170554995537, -0.04510914534330368, -0.020480282604694366, 0.004273519851267338, 0.04915538430213928, -0.04675080627202988, -0.05747879669070244, 0.04120948538184166, 0.022309560328722, 0.013508174568414688, 0.02872355654835701, 0.027936549857258797, 0.006442070938646793, -0.029687752947211266, 0.014585827477276325, 0.0492992140352726, -0.039147596806287766, 0.016418464481830597, -0.006414350122213364, 0.011942805722355843, 0.031120460480451584, -0.007367104757577181, -0.046566784381866455, -0.007067237049341202, -0.044238973408937454, 0.0005013509071432054, -0.06775633245706558, -0.027387121692299843, -0.04382464289665222, 0.0010103454114869237, -0.002628929680213332, -0.01562550663948059, 0.006207436788827181, -0.004278250969946384, -0.019348282366991043, -0.030061015859246254, 0.027193035930395126, -0.03949933126568794, 0.015269085764884949, 0.031567808240652084, -0.037809934467077255, -0.00017042657418642193, 0.003200170584022999, 0.023847432807087898, 0.02135344035923481, -0.04908396303653717, -0.047304391860961914, -0.028399448841810226, 0.014179552905261517, -0.0074241505935788155, 0.053349997848272324, 0.01774406060576439, -0.025986865162849426, -0.01739996299147606, -0.021367788314819336, -0.03544078767299652, 0.029535990208387375, -0.012525944039225578, 0.01058188732713461, 0.023617977276444435, 0.055318813771009445, 0.02388671785593033, 0.04472210258245468, -0.011980941519141197, -0.009957920759916306, 0.06247730553150177, -0.0780821219086647, -0.02326817996799946, -0.021756229922175407, -0.05477571114897728, 0.006103724706918001, 0.014582158997654915, 0.01742117665708065, -0.023923834785819054, 0.02871047705411911, 0.03342953696846962, 0.010638849809765816, 0.045383110642433167, 0.008195118978619576, 0.048912569880485535, -0.058051999658346176, 0.0063934470526874065, -0.07119111716747284, 0.035827118903398514, 0.03395557031035423, 0.020907720550894737, -0.018445631489157677, -0.03294701501727104, -0.0216920617967844, 0.037720099091529846, -0.07143257558345795, -0.01867261715233326, 0.03470350429415703, 0.009628341533243656, -0.017437011003494263, -0.014254945330321789, -0.06245962902903557, 0.025450993329286575, 0.017411494627594948, -0.04954222962260246, -0.040688902139663696, -0.016937781125307083, 0.034515950828790665, 0.015764838084578514, 0.017067868262529373, -0.023834893479943275, 0.008944078348577023, 0.05776166170835495, 0.017307035624980927, 0.022381586953997612, 0.03837097808718681, -0.03619074821472168, 0.0420072115957737, 0.034806955605745316, -0.011649537831544876, -0.023109108209609985, -0.0031079340260475874, 0.011270500719547272, -0.06546414643526077, 0.017241356894373894, 0.020629575476050377, -0.0375666581094265, -0.05123476684093475, 0.06155089661478996, 0.02336823381483555, -0.021308019757270813, -0.03522655740380287, 0.014649205841124058, -0.04806895554065704, -0.031244168058037758, -0.014957550913095474, 0.0005239307065494359, -0.032319292426109314, 0.058003902435302734, 0.02531002275645733, -0.0012556853471323848, 0.0675525814294815, -0.01218915730714798, -0.027468781918287277, -0.01083249319344759, 0.08902498334646225, 0.07890184223651886, 0.03360592946410179, -0.013864090666174889, 0.0470440573990345, -0.02789314277470112, -0.038140200078487396, 0.03977727144956589, -0.038667842745780945, -0.020092325285077095, -0.010724145919084549, 0.013422749936580658, 0.059680961072444916, -0.006764294113963842, 0.05554405599832535, -0.04017055407166481, -0.00726308673620224, 0.005566208157688379, 0.02228223904967308, 0.014897421002388, 0.05832821503281593, 0.007855190895497799, 0.013929196633398533, 0.0013698270777240396, -0.048795998096466064, 0.00006661593215540051, -0.026496127247810364, -0.026508403941988945, 0.00773226423189044, -0.021195903420448303, 0.007527259644120932, 0.005575082264840603, 0.044506341218948364, 0.0763600543141365, -0.036346424371004105, 0.007265016902238131, 0.0076189665123820305, 0.01066812127828598, 0.03346735239028931, -0.015735654160380363, -0.009935388341546059, -0.02011762745678425, 0.021939007565379143, 0.0029628321062773466, 0.001993883866816759, -0.035110119730234146, -0.025572599843144417, 0.042337775230407715, 0.004137321840971708, 0.009775815531611443, 0.00032986249425448477, 0.020721426233649254, -0.014679472893476486, -0.06286443024873734, -0.056704405695199966, -0.02574162930250168, -0.05836113169789314, -0.01791338436305523, 0.019768299534916878, -0.0011609677458181977, -0.01999269239604473, -0.0459124855697155, -0.00527362572029233, -0.008805572055280209, 0.06552797555923462, -0.044929616153240204, -0.024402542039752007, 0.033424824476242065, 0.02082430198788643, 0.04019941762089729, 0.028282251209020615, 0.05584436282515526, 0.0037943399511277676, 0.0027928571216762066, -0.03145719692111015, -0.0004044649831485003, 0.04299868643283844, -0.009495356120169163, -0.014334873296320438, -0.08849138766527176, 0.013838058337569237, 0.03159824013710022, -0.01288283709436655, -0.06390156596899033, 0.01607840694487095, 0.02468491718173027, 0.00509856641292572, 0.056048523634672165, -0.021023569628596306, 0.007303454913198948, -0.039326753467321396, -0.013115156441926956, 0.009508518502116203, 0.024644577875733376, 0.04023991525173187, -0.010077565908432007, 0.07064735889434814, 0.025564929470419884, -0.05266674607992172, -0.03631840646266937, 0.0018088789656758308, -0.004463044926524162, 0.013575931079685688, -0.030715182423591614, -0.0011014892952516675, -0.013966218568384647, -0.05806060880422592, -0.024265961721539497, 0.031023841351270676, -0.0017550967168062925, -0.04052712395787239, -0.006171041168272495, 0.04414631053805351, -0.06688757240772247, 0.045350026339292526, -0.02669363096356392, 0.05862234905362129, -0.02161414548754692, 0.007186991162598133, -0.0030147014185786247, 0.025766147300601006, -0.017767252400517464, -0.0016989846481010318, 0.023652290925383568, -0.03052714467048645, -0.020156709477305412, -0.010302811861038208, 0.05726486071944237, 0.04627414792776108, -0.004923606291413307, 0.014661923982203007 ]
[ -0.09526913613080978, -0.006599506828933954, -0.03167649731040001, -0.05584552884101868, 0.010875076055526733, -0.02249314822256565, 0.0670987144112587, 0.004406468477100134, -0.010997725650668144, 0.01496127713471651, -0.01985940895974636, -0.027171719819307327, -0.03697846457362175, 0.013671319000422955, 0.05418899655342102, -0.002820575376972556, -0.010657147504389286, -0.01922537572681904, -0.002351738978177309, 0.025196880102157593, 0.02852589450776577, -0.01579657383263111, -0.035666581243276596, -0.033854059875011444, 0.013062933459877968, 0.03577416390180588, 0.018533647060394287, -0.02255539782345295, 0.01698479987680912, -0.19747450947761536, -0.055402640253305435, -0.0033532381057739258, 0.019733766093850136, 0.000686866173055023, -0.019587133079767227, 0.048768091946840286, 0.049040134996175766, 0.037962522357702255, -0.010902972891926765, 0.033859942108392715, 0.004264202434569597, 0.070830337703228, -0.04182691499590874, -0.024986358359456062, 0.05364649370312691, 0.030428297817707062, 0.007384435273706913, -0.04452291876077652, -0.036986272782087326, 0.023061979562044144, -0.03885643556714058, -0.012573203071951866, -0.03710419312119484, -0.007889294065535069, 0.01753980666399002, 0.022882023826241493, 0.04496465623378754, 0.058099426329135895, 0.011872117407619953, 0.007278404664248228, 0.014732567593455315, -0.052950505167245865, -0.10070756077766418, 0.08032230287790298, 0.060705315321683884, 0.038320962339639664, -0.0017573758959770203, -0.05834515392780304, -0.045353520661592484, 0.0517880879342556, 0.056386660784482956, -0.008124726824462414, -0.002287413226440549, 0.028313826769590378, 0.02829371765255928, 0.009490933269262314, 0.007223091553896666, 0.010868078097701073, 0.05386354774236679, -0.022014273330569267, -0.033454395830631256, -0.012965812347829342, 0.035600513219833374, 0.013388841412961483, -0.03430040925741196, 0.031582437455654144, -0.01848217286169529, -0.005754419136792421, 0.0462760291993618, 0.02555815316736698, 0.03969200327992439, -0.022398753091692924, 0.04003855213522911, 0.02525852993130684, -0.044276006519794464, -0.006036235950887203, -0.022184669971466064, -0.0075823585502803326, -0.052435263991355896, 0.43505600094795227, -0.0571114644408226, -0.026375165209174156, 0.06765284389257431, 0.005996432621032, -0.022161098197102547, 0.022262318059802055, 0.021138863638043404, -0.05768865346908569, 0.010292047634720802, -0.02463403157889843, -0.010141740553081036, -0.018263543024659157, -0.004080160986632109, -0.02059152163565159, -0.0006012239609844983, -0.011858833953738213, 0.0654592290520668, 0.016037343069911003, -0.010081905871629715, 0.01211775653064251, -0.012662925757467747, -0.003766008885577321, 0.003688642056658864, 0.03145663067698479, -0.003963162656873465, -0.038998574018478394, 0.014034844934940338, 0.04086081311106682, 0.01523138489574194, 0.015534919686615467, 0.01230225246399641, -0.04245596006512642, -0.08789314329624176, -0.010336961597204208, 0.030178483575582504, -0.008960160426795483, 0.008435794152319431, -0.014177768491208553, 0.009728687815368176, -0.010745207779109478, 0.015121868811547756, -0.0001594996138010174, 0.01764741912484169, -0.009204898960888386, -0.03707332909107208, 0.08413393050432205, 0.005232957657426596, -0.0033196595031768084, -0.014654111117124557, -0.021900460124015808, 0.007970381528139114, 0.046018898487091064, -0.02475152350962162, -0.05432480201125145, 0.025572938844561577, 0.02391265146434307, 0.05939846858382225, -0.00040970277041196823, -0.04653742164373398, -0.04492142051458359, -0.02889864519238472, 0.008825591765344143, -0.06590476632118225, 0.020574897527694702, 0.023703359067440033, -0.06434962153434753, -0.038328055292367935, 0.018504826352000237, 0.02167191170156002, -0.04048628360033035, -0.0030998680740594864, 0.02014964632689953, -0.02460312284529209, -0.020234454423189163, 0.07663339376449585, -0.006690938491374254, -0.05742303282022476, 0.0027026033494621515, -0.0006854531238786876, 0.03508502244949341, -0.001988125266507268, 0.036026082932949066, -0.06501618772745132, -0.00016873986169230193, -0.011212323792278767, -0.04995199665427208, -0.07395379990339279, -0.026284202933311462, -0.029266009107232094, -0.014955898746848106, -0.032469768077135086, -0.04776706174015999, -0.09284600615501404, 0.09266013652086258, -0.06165969744324684, -0.015663230791687965, 0.004912592004984617, -0.018811063840985298, -0.012067380361258984, 0.024055084213614464, -0.016558820381760597, 0.06023523956537247, -0.031480323523283005, 0.05369262024760246, -0.026835914701223373, 0.06796353310346603, 0.06941720843315125, -0.07833727449178696, 0.04971815273165703, 0.031294338405132294, -0.0569889172911644, -0.036288075149059296, -0.017632469534873962, 0.03795324265956879, 0.013175196945667267, -0.03461925685405731, 0.008665863424539566, 0.02177664451301098, 0.01484133955091238, -0.009378304705023766, -0.06523552536964417, -0.020223109051585197, -0.0011425751727074385, -0.3533672094345093, -0.034115735441446304, -0.04842454940080643, 0.0038691041991114616, 0.00150336476508528, -0.06051645800471306, 0.02033299021422863, -0.00036657959572039545, -0.04186469316482544, -0.06044291704893112, 0.047054339200258255, -0.03393992409110069, 0.008328701369464397, -0.050261761993169785, 0.005465121474117041, 0.050404142588377, -0.058672212064266205, -0.06937365233898163, -0.04392779991030693, 0.018271002918481827, -0.021269476041197777, 0.01881043240427971, 0.007991429418325424, -0.06414783000946045, 0.029990237206220627, -0.03945852071046829, 0.07765332609415054, -0.04387903958559036, 0.10791605710983276, 0.009723450988531113, 0.062432024627923965, 0.001804451341740787, 0.010820887982845306, -0.11588983982801437, 0.019556257873773575, 0.0021651587449014187, -0.03067951835691929, 0.015334484167397022, 0.032054685056209564, 0.001137850689701736, -0.004258856642991304, 0.00913657434284687, -0.04166119545698166, -0.04349097982048988, 0.004769308492541313, -0.027042562142014503, -0.019273510202765465, 0.010100132785737514, 0.0031065926887094975, 0.07140785455703735, -0.0032768480014055967, -0.026763375848531723, 0.011377612128853798, 0.05354493111371994, -0.030533727258443832, -0.0447688102722168, -0.07725438475608826, 0.0029983629938215017, 0.01125931367278099, 0.0721849873661995, 0.0397411547601223, 0.03894359990954399, 0.02186712995171547, -0.04006285220384598, 0.01831454411149025, 0.02285226806998253, 0.01288058701902628, -0.03059074468910694, 0.023825442418456078, -0.026836104691028595, -0.013479729183018208, 0.12641635537147522, -0.0332634411752224, -0.0700526013970375, 0.027079444378614426, 0.04132270812988281, 0.013768254779279232, 0.027039770036935806, 0.03582651913166046, 0.033339500427246094, 0.012709187343716621, 0.0016721143620088696, 0.016161460429430008, -0.038220055401325226, 0.019915850833058357, 0.036956872791051865, -0.009259862825274467, 0.017141448333859444, 0.023703446611762047, -0.060433775186538696, -0.002886364236474037, 0.002698902040719986, 0.003494843142107129, -0.044746555387973785, 0.041740622371435165, -0.025848744437098503, -0.2499092072248459, 0.00821614172309637, 0.09485720098018646, 0.04765386879444122, 0.013307459652423859, 0.007843051105737686, 0.03193134069442749, -0.04621964693069458, 0.0099303824827075, -0.010867414996027946, 0.05670136213302612, 0.031454987823963165, 0.024452602490782738, 0.027713073417544365, 0.052337758243083954, -0.002542023081332445, 0.0505228191614151, -0.0031581043731421232, 0.009835868142545223, -0.05163678154349327, 0.0009356272057630122, -0.007476213853806257, 0.17775636911392212, 0.009745177812874317, 0.03113660216331482, -0.03487665578722954, 0.02339925244450569, 0.012487037107348442, 0.013286584056913853, 0.01117186900228262, 0.02385449782013893, -0.008169054985046387, 0.10162150114774704, -0.016826443374156952, 0.026251163333654404, -0.11316860467195511, -0.013295813463628292, 0.015928905457258224, 0.00158296013250947, -0.02802387811243534, -0.018254196271300316, -0.005137214437127113, -0.024730965495109558, 0.01094823144376278, 0.08943823724985123, 0.025992123410105705, -0.017549384385347366, -0.011388414539396763, -0.017463626340031624, -0.024786587804555893, -0.029502181336283684, -0.03425115719437599, 0.011242677457630634, -0.029902834445238113, 0.011596878059208393, 0.024774961173534393, 0.0015952138928696513, 0.005864747334271669, -0.03060689941048622, 0.04903431236743927, 0.05781986191868782, 0.029484255239367485, 0.12015514820814133, 0.06858200579881668, 0.03977176547050476 ]
[ -0.01687968522310257, 0.013090920634567738, 0.004502703435719013, -0.016318678855895996, -0.02367437072098255, -0.02525235153734684, -0.017963286489248276, 0.01779155060648918, -0.022721081972122192, 0.030428815633058548, -0.004822354763746262, -0.00621802918612957, 0.0030278763733804226, -0.03404293954372406, 0.01653350703418255, 0.025529004633426666, 0.025946637615561485, 0.009199638850986958, 0.011535078287124634, 0.023311536759138107, -0.01972135901451111, -0.006713458802551031, -0.021820900961756706, -0.017755089327692986, -0.02595071867108345, 0.022840913385152817, -0.023984143510460854, -0.006328594870865345, 0.02500242181122303, -0.11888441443443298, -0.019591428339481354, -0.042009204626083374, 0.022035513073205948, 0.024926120415329933, -0.00953252986073494, 0.007392657920718193, 0.04102335125207901, -0.01746697723865509, 0.003446514718234539, -0.0009187994874082506, -0.003664817428216338, -0.005389616824686527, -0.000012339409295236692, 0.01255183108150959, -0.015529581345617771, -0.006347328424453735, 0.005660626105964184, -0.009927970357239246, 0.004779992625117302, -0.07304508239030838, -0.00005747142495238222, 0.038509953767061234, 0.0021632688585668802, -0.013377676717936993, 0.0213715098798275, -0.0001868370163720101, -0.007964051328599453, 0.010203874669969082, 0.00046636819024570286, -0.050558608025312424, -0.0020613018423318863, 0.013920614495873451, -0.0027471347711980343, -0.015124985948204994, 0.018767276778817177, -0.011851580813527107, -0.0021454226225614548, -0.014513392001390457, -0.0049218288622796535, -0.011151907034218311, -0.028638260439038277, 0.0292490404099226, 0.038965411484241486, 0.021559005603194237, -0.00037005668855272233, 0.0023103784769773483, 0.025493882596492767, 0.0010646188165992498, 0.04067487269639969, -0.024302955716848373, -0.012038934975862503, 0.017424488440155983, -0.0014557711547240615, 0.0018175640143454075, 0.008888447657227516, 0.0006054524565115571, -0.002826505806297064, -0.00017023288819473237, 0.008625427260994911, 0.03168405219912529, -0.03256181254982948, 0.028667202219367027, -0.001109552220441401, 0.005064787343144417, -0.09371732920408249, -0.028936756774783134, 0.016504362225532532, -0.020249594002962112, -0.010261640883982182, 0.8698849081993103, -0.010048672556877136, 0.00859756674617529, 0.022144433110952377, 0.02612455002963543, 0.001094953273423016, -0.022616904228925705, -0.036091286689043045, -0.018693765625357628, 0.01153435930609703, -0.008511674590408802, 0.03158562257885933, 0.020519055426120758, 0.007471899501979351, 0.013219299726188183, 0.015283139422535896, 0.007944337092339993, -0.0021014842204749584, 0.012054882012307644, 0.021712958812713623, 0.014989628456532955, 0.024230869486927986, -0.003959874156862497, -0.01459469273686409, 0.0004543866671156138, 0.00914271455258131, -0.17583386600017548, 0.017832588404417038, -9.34718136816946e-33, 0.010478814132511616, -0.010925563052296638, 0.024724826216697693, 0.002041007624939084, 0.0013797612627968192, -0.00484092254191637, 0.031584739685058594, 0.03481169044971466, 0.027043603360652924, -0.036706775426864624, -0.013825144618749619, -0.022768961265683174, 0.021929923444986343, -0.007897978648543358, 0.06732456386089325, -0.012606633827090263, -0.027116036042571068, 0.008294985629618168, -0.008908192627131939, 0.022327840328216553, 0.013617695309221745, 0.01770547404885292, 0.00819834228605032, -0.009703163057565689, 0.03762146085500717, 0.0014456537319347262, 0.026129059493541718, -0.012178841046988964, -0.007969353348016739, -0.03974495083093643, -0.008429374545812607, 0.05236466974020004, -0.002196982502937317, -0.007287342566996813, 0.013682859018445015, -0.039198100566864014, 0.01675467938184738, 0.012533350847661495, -0.012419275008141994, -0.06686979532241821, -0.013637828640639782, -0.007112018298357725, -0.02089080773293972, 0.015501541085541248, -0.015937043353915215, -0.04645884409546852, -0.025682482868433, 0.024293772876262665, 0.02967986650764942, -0.005535361357033253, 0.010457205586135387, 0.006447821389883757, -0.021024711430072784, -0.019350629299879074, -0.021245962008833885, -0.01062001008540392, -0.0327044278383255, 0.0025943960063159466, 0.004224820993840694, -0.02959655039012432, -0.0013718530535697937, -0.01569359377026558, -0.029405632987618446, 0.009982714429497719, -0.005590350367128849, -0.03270233795046806, -0.00850985199213028, 0.010362152010202408, 0.01498115062713623, -0.020643940195441246, -0.0283507052809, -0.006612763274461031, -0.04461526498198509, 0.002225380390882492, -0.00832558423280716, 0.020631734281778336, 0.019162775948643684, 0.00555003434419632, -0.006296374369412661, 0.02267317660152912, 0.023477736860513687, 0.009591526351869106, 0.0326501801609993, -0.04855409637093544, 0.017843933776021004, -0.021006183698773384, 0.016478996723890305, -0.012030210345983505, 0.012116760946810246, 0.014739012345671654, 0.02986634336411953, -0.011517553590238094, -0.018804822117090225, -0.018706269562244415, -0.038745731115341187, 8.783946923392808e-33, 0.007862528786063194, -0.037509381771087646, -0.023796243593096733, 0.005877182353287935, -0.01309776958078146, -0.007259931415319443, 0.007969280704855919, -0.0029099290259182453, -0.054404404014348984, 0.023135434836149216, -0.030991435050964355, 0.017050443217158318, 0.009813081473112106, 0.05728823319077492, 0.043706025928258896, -0.05921126529574394, 0.013084416277706623, -0.012073460035026073, 0.03914191201329231, 0.0011189939687028527, 0.017384933307766914, -0.0014371760189533234, 0.019444402307271957, 0.0010039587505161762, -0.0263847503811121, 0.043359313160181046, -0.036696501076221466, -0.013996921479701996, -0.005152834579348564, -0.009585767053067684, 0.009774317033588886, -0.013203004375100136, 0.02166380174458027, -0.017046470195055008, -0.02897774614393711, 0.019530637189745903, 0.009255794808268547, -0.04511379450559616, 0.03376802057027817, 0.007543311454355717, -0.00019444343342911452, -0.01790088601410389, 0.014397380873560905, 0.00008636202983325347, -0.014539898373186588, -0.011519107967615128, -0.0035951698664575815, 0.013205106370151043, -0.024911751970648766, 0.034609075635671616, -0.005423111841082573, 0.00016247430176008493, 0.036425743252038956, -0.0006270084995776415, 0.0037277908995747566, -0.02465599589049816, -0.029246943071484566, -0.03366857022047043, 0.008240975439548492, 0.02555546537041664, -0.018234049901366234, 0.02556009776890278, -0.0338716022670269, -0.0021964767947793007, -0.0423947311937809, -0.007446574047207832, -0.02485840953886509, 0.010885006748139858, 0.018598128110170364, -0.022577259689569473, -0.02696879208087921, -0.007160800509154797, -0.006595160812139511, 0.010092067532241344, 0.029397442936897278, -0.01629231870174408, -0.015380256809294224, 0.013837018981575966, 0.016640182584524155, 0.002207457320764661, -0.013682649470865726, -0.03686264529824257, 0.03492896258831024, -0.016941675916314125, 0.014502102509140968, 0.002550670877099037, -0.012784792110323906, -0.005151401739567518, 0.0057590920478105545, 0.018701307475566864, -0.026328377425670624, 0.020445331931114197, -0.01750437542796135, 0.013280992396175861, -0.010251148603856564, -1.4201634535027097e-8, -0.004944555461406708, 0.03668925538659096, -0.003569182939827442, 0.04193326458334923, 0.014903414994478226, 0.0016538513591513038, -0.001500961254350841, -0.020663781091570854, -0.005489255301654339, -0.0061869858764112, 0.01850590668618679, 0.009062767960131168, -0.00476234033703804, -0.013722025789320469, 0.015318530611693859, -0.027793733403086662, -0.03252798691391945, -0.014579047448933125, 0.02022687718272209, 0.027178442105650902, 0.0062784356996417046, 0.022547900676727295, -0.03266261890530586, 0.01865002140402794, 0.04247402772307396, 0.03148616477847099, 0.0007476303726434708, -0.09205614030361176, 0.019506605342030525, 0.04339882731437683, -0.007497158832848072, 0.0003032976237591356, -0.027029650285840034, 0.005763808265328407, -0.005720825865864754, -0.008559388108551502, -0.0013633326161652803, 0.019635973498225212, 0.03582347184419632, -0.025515571236610413, 0.053648464381694794, 0.01232540886849165, -0.02377024106681347, -0.019228961318731308, 0.018737562000751495, -0.006582364905625582, -0.019316621124744415, 0.015735648572444916, 0.019701465964317322, -0.03509995713829994, -0.005144959781318903, -0.001716911094263196, -0.020327279344201088, 0.046838100999593735, 0.021791156381368637, -0.014601366594433784, 0.030708985403180122, 0.008925031870603561, 0.012701766565442085, 0.007700939662754536, 0.014913839288055897, 0.027550380676984787, -0.027694836258888245, -0.0012100645108148456 ]
coding-good-citizens
https://markhneedham.com/blog/2009/03/04/coding-good-citizens
false
2009-03-02 23:01:11
Trade Offs: Some Thoughts
[ "software-development", "domain-driven-design", "trade-offs", "mapping" ]
[ "Software Development" ]
As we know with software development with pretty much every decision we make or technology we choose there is a trade off that goes with making this choice as compared with choosing an alternative. I first learnt this when working with http://www.oshineye.com/[Ade] a couple of years ago and while I know it to be true, I had come to believe that some practices are just non-negotiable and we should look to apply them judiciously wherever possible. Various conversations have made me come to the realisation that not everyone believes this and that there are trade offs being made by following or not following these practices. == Domain Driven Design Ubiquitous Language I consider this approach to writing software to be absolutely key to ensuring that the code base is easy to navigate around for newcomers and indeed to anyone who has to read the code after we have written it. The trade off we are making here is that sometimes we will end up writing more code in designing our code around the language of the business rather than choosing a solution which may be technically easier to implement but less expressive. To take a simple example of this in action, consider http://www.norwichunion.com/car-insurance/[car insurance]. As a customer I would provide the insurer with details about my car, where I live and so on. This information would lead to me being provided with a *Quote*. Should I then decide to buy that Quote it would become a *Policy*. There is clearly quite an important difference between the two terms but in terms of data, maybe 75% is the same across both concepts. If we decide to implement the language of the business in our code then we may end up creating a new object and copying a lot of data across from the old one. The benefit we get from doing this is that the code is more expressive and describes the business process more accurately. == Interacting with other systems My thoughts when it comes to using data from other systems is that we should look to keep interaction with the other system in one place - inside the http://moffdub.wordpress.com/2008/09/21/anatomy-of-an-anti-corruption-layer-part-1/[anti corruption layer]. The benefit of doing this is that we keep control over our model and similar (but not exactly the same) concepts from other systems don't creep into our application and lead to confusion around our domain model. The disadvantage is that we may end up writing a lot of mapping code depending on how closely the other systems' models are to our own. This code tends to be extremely tedious to write and difficult to test in a way that doesn't involved re-creating most of the production code logic in our tests to create our expectations. == Object Oriented Programming I have had the opportunity recently to work http://pilchardfriendly.blogspot.com/[with] http://twitter.com/davcamer[several] http://blog.m.artins.net/[people] who really know how to write code in this way and I've found it to be the most effective way to manage complexity in code that I've come across so far. I've a long way to go before I've mastered OOP, but I try to follow the http://www.lostechies.com/blogs/chad_myers/archive/2008/03/07/pablo-s-topic-of-the-month-march-solid-principles.aspx[SOLID principles] as much as possible - keeping classes small, behaviour with data and so on. - and I think it helps to make code much easier to understand and indeed change. Now the trade off is that it is much harder to write code in this way than to just write procedural code and create http://martinfowler.com/bliki/AnemicDomainModel.html[anaemic objects] which just have getters and setters on them. It also requires much more thinking - we have to think where to put behaviour, how to name new classes and so on. Therefore I could easily see an argument that it's quicker to write code procedurally than in an object oriented way. If we take this approach though we have to be prepared for the time we lose later on when it comes to trying to change the code that we were able to write so quickly before - it will probably take much longer now. == In Summary I still believe that there is a lot of value in these approaches but it's always good to know what alternative approach is being discarded by choosing a particular approach. That way we can make more informed decisions.
null
null
[ 0.026876794174313545, 0.0027089694049209356, -0.006877847481518984, 0.0671624019742012, 0.09815628081560135, 0.03953179717063904, 0.009053885005414486, 0.017558705061674118, 0.041798610240221024, -0.03430933877825737, -0.018025996163487434, 0.030569130554795265, -0.08134838193655014, 0.013165844604372978, -0.025156544521450996, 0.06752078235149384, 0.06648613512516022, 0.012495504692196846, 0.031080735847353935, -0.01462013740092516, 0.008958959020674229, 0.05802392214536667, -0.0006464654579758644, 0.02562868967652321, 0.037959787994623184, 0.023475471884012222, 0.018954120576381683, 0.012575739063322544, -0.04531053081154823, -0.003975856117904186, 0.06030721962451935, 0.007326582446694374, -0.017532499507069588, 0.012255613692104816, 0.021087059751152992, -0.01055103074759245, -0.01602638140320778, 0.014905227348208427, -0.006967940367758274, 0.010851734317839146, -0.07946718484163284, 0.056899309158325195, -0.0039551034569740295, 0.01005054172128439, -0.038585640490055084, -0.016806911677122116, -0.04639730602502823, 0.00915217213332653, -0.01941557601094246, -0.002274172380566597, -0.05583307147026062, 0.02613535150885582, -0.030637526884675026, 0.006673865020275116, -0.01923302933573723, 0.06651997566223145, 0.03187111020088196, -0.0650123730301857, -0.0031228126026690006, -0.04623568803071976, 0.0008476817747578025, -0.014162586070597172, 0.00781997013837099, 0.018181702122092247, 0.027665767818689346, -0.019512293860316277, -0.0037893601693212986, 0.03857508674263954, -0.04634581133723259, 0.006403091363608837, -0.013512987643480301, 0.021553507074713707, -0.010292138904333115, -0.021148253232240677, -0.004975396674126387, -0.05320816487073898, -0.010982995852828026, 0.049116626381874084, 0.022571135312318802, 0.043052513152360916, -0.028736980631947517, 0.03114260733127594, 0.011286769062280655, 0.012483872473239899, 0.009067944251000881, -0.05282469466328621, 0.01767882890999317, -0.015082755126059055, -0.054026778787374496, 0.04488205909729004, 0.030992072075605392, -0.06574740260839462, 0.012189723551273346, 0.035179074853658676, -0.00733990641310811, 0.007346754893660545, 0.02296741120517254, 0.009710785001516342, -0.018176352605223656, -0.011483862064778805, -0.03613614663481712, -0.01882229559123516, -0.005861618556082249, -0.0055055334232747555, -0.06266528367996216, 0.0053748441860079765, -0.01488876435905695, -0.0173051580786705, 0.016864776611328125, 0.009901413694024086, -0.025249170139431953, -0.001066988450475037, -0.02397727593779564, 0.002590825315564871, -0.07566122710704803, 0.04968271777033806, 0.0027031314093619585, -0.03415819630026817, -0.004260027781128883, 0.0031275644432753325, 0.05163652077317238, -0.004098914563655853, -0.030912552028894424, 0.07263708114624023, 0.022003045305609703, 0.007019954267889261, -0.019474411383271217, 0.05806242674589157, -0.019863640889525414, -0.05932234972715378, -0.0025684877764433622, 0.04384464770555496, -0.05283338204026222, -0.017004206776618958, -0.007206506095826626, -0.017300421372056007, 0.019772551953792572, 0.007488642819225788, 0.02162313647568226, 0.039974864572286606, 0.004412212874740362, -0.05931355431675911, 0.009972894564270973, 0.0006135239964351058, 0.02484833635389805, -0.01841169409453869, 0.017036426812410355, -0.022028973326086998, -0.03345204144716263, -0.02752835489809513, -0.0014638184802606702, 0.04187386855483055, 0.02726348675787449, -0.019180333241820335, 0.035490844398736954, 0.10184239596128464, 0.05862081050872803, 0.026162471622228622, -0.008492163382470608, 0.027768775820732117, 0.03074735403060913, 0.017171241343021393, 0.023153845220804214, 0.014397623017430305, 0.03161817416548729, -0.005394828040152788, -0.005132857710123062, 0.05678432807326317, 0.012792556546628475, 0.013603276573121548, -0.06841334700584412, -0.06651560217142105, 0.063040591776371, -0.05694197863340378, 0.006153580732643604, 0.044339369982481, 0.08623165637254715, 0.04230543226003647, 0.043248627334833145, -0.007128933444619179, -0.07544337213039398, 0.01982680894434452, 0.008872746489942074, 0.01968396082520485, 0.0341903381049633, -0.017753658816218376, 0.052680306136608124, 0.038983967155218124, -0.006505400408059359, 0.04063313826918602, -0.0851891040802002, -0.09414336830377579, -0.006199106574058533, -0.0231283288449049, 0.04127137362957001, -0.025184286758303642, 0.007635593879967928, 0.07912486791610718, -0.0002867045986931771, 0.055940404534339905, 0.023646455258131027, 0.0036468913313001394, 0.010266363620758057, -0.03944192826747894, -0.022546542808413506, 0.046127039939165115, 0.043885551393032074, -0.0007282710867002606, -0.05838308110833168, 0.01655074954032898, -0.000685658713337034, -0.010457180440425873, 0.04168195649981499, -0.008616911247372627, 0.033902350813150406, -0.019639896228909492, 0.058147888630628586, -0.02939494699239731, 0.049542926251888275, -0.04795446991920471, 0.017538506537675858, 0.0017703630728647113, -0.020133931189775467, 0.016321569681167603, -0.0058691236190497875, 0.10567336529493332, 0.042443860322237015, -0.04176255315542221, -0.053727660328149796, 0.0182474497705698, 0.0028434747364372015, -0.046572934836149216, 0.016149722039699554, -0.02131691947579384, 0.0210877675563097, 0.007081359159201384, -0.06056070327758789, -0.0211385115981102, 0.027114752680063248, -0.03438888117671013, 0.00003772383206523955, 0.05296905338764191, -0.03874572739005089, 0.0533648245036602, -0.02308187261223793, -0.0027678185142576694, -0.022541873157024384, -0.01796100288629532, -0.05701007321476936, 0.03134040907025337, -0.001447753980755806, -0.010468618012964725, 0.05503404885530472, -0.009407355450093746, -0.022877374663949013, -0.04356670752167702, -0.023509306833148003, 0.024127231910824776, 0.02214517630636692, 0.04661012440919876, -0.0318882055580616, 0.060445159673690796, -0.011980683542788029, 0.04565861076116562, 0.0004789807426277548, -0.050796087831258774, -0.045822128653526306, -0.016473781317472458, -0.019139738753437996, 0.025615809485316277, 0.0007204840076155961, 0.004062382038682699, 0.01723354682326317, 0.0022627166472375393, -0.008213188499212265, -0.010339070111513138, 0.038708873093128204, 0.008409050293266773, -0.005884421057999134, -0.027324069291353226, -0.013684957288205624, 0.06540046632289886, -0.03327268734574318, -0.030727408826351166, -0.0010842346819117665, -0.06627587229013443, 0.062443602830171585, -0.08825379610061646, -0.050957679748535156, 0.013588611036539078, 0.046571556478738785, 0.04829895868897438, -0.0036625899374485016, 0.025968436151742935, 0.06964283436536789, -0.002139309886842966, 0.010627918876707554, -0.006314206402748823, -0.0015808619791641831, 0.03538079187273979, 0.012629327364265919, 0.004240403417497873, 0.04120555892586708, 0.004853263031691313, 0.0034048010129481554, -0.06766118854284286, 0.04429594799876213, -0.010122718289494514, -0.29117369651794434, 0.028202751651406288, 0.00013665341248270124, -0.0507378913462162, 0.028501112014055252, -0.026427198201417923, 0.0006138450116850436, -0.061926573514938354, -0.002331852912902832, -0.0032667939085513353, -0.04399906471371651, -0.0697149783372879, -0.008596038445830345, 0.04683496803045273, 0.010569778271019459, 0.04536132514476776, 0.03685358166694641, -0.027636906132102013, -0.02177548222243786, 0.029970970004796982, -0.003943190444260836, -0.06916709989309311, 0.007107531651854515, 0.03336848318576813, 0.05293387174606323, 0.048792626708745956, -0.07376802712678909, 0.03049343265593052, -0.04848136752843857, 0.004191335290670395, -0.002836689120158553, 0.014324180781841278, -0.0030737812630832195, -0.027872931212186813, -0.003804001957178116, -0.017084116116166115, 0.04403391107916832, 0.0009510415839031339, -0.0015966336941346526, 0.03278452530503273, -0.026660004630684853, -0.024275531992316246, 0.0037610793951898813, 0.019097065553069115, 0.043201472610235214, -0.013583208434283733, -0.07987601310014725, -0.005001118406653404, -0.04159589484333992, 0.09816188365221024, -0.029103098437190056, -0.033445607870817184, -0.013966144993901253, 0.07064226269721985, -0.022398628294467926, -0.006799403578042984, 0.0068684895522892475, -0.019128119572997093, -0.048418499529361725, -0.017952725291252136, -0.02226957678794861, -0.04522443935275078, -0.001212089671753347, -0.04021371155977249, 0.025041289627552032, -0.05775430426001549, -0.07307624816894531, -0.017969874665141106, 0.06768017262220383, 0.030696077272295952, -0.037227001041173935, 0.028617409989237785, 0.008856508880853653, -0.11207892000675201, 0.0026065187994390726, -0.023037785664200783, -0.012420939281582832, -0.012165377847850323, 0.039786819368600845, 0.011507704854011536, -0.0025716261006891727, -0.060499947518110275, 0.018620040267705917, 0.0013587501598522067, 0.020234137773513794, -0.019781384617090225, 0.04907391592860222, 0.01025580707937479, -0.029846403747797012, 0.017171790823340416, 0.06161309778690338, -0.0013066952815279365, -0.03597602620720863, -0.039547063410282135, 0.011286529712378979, 0.015187084674835205, 0.012019362300634384, -0.027571629732847214, -0.01996476948261261, 0.012592548504471779, -0.0070170629769563675, -0.06423842161893845, 0.0062327152118086815, -0.01879950426518917, 0.0018529492663219571, -0.03494789078831673, -0.03864137455821037, 0.03154653310775757, 0.040237732231616974, 0.018978562206029892, -0.014068856835365295, -0.026357822120189667, 0.006314782425761223, -0.05577315390110016, -0.045672718435525894, -0.03229644149541855, -0.009421263821423054, 0.019804758951067924, 0.013338777236640453, -0.026082029566168785, -0.021247392520308495, 0.008103756234049797, 0.013198927976191044, -0.00876155961304903, -0.06986702233552933, -0.02126220613718033, -0.011190410703420639, -0.0240678321570158, -0.002409003209322691, 0.027484649792313576, -0.01353603694587946, 0.024742567911744118, 0.009800807572901249, -0.057258203625679016, 0.0016579169314354658, -0.0072683002799749374, -0.042932458221912384, -0.015279714949429035, -0.0177688617259264, -0.016227219253778458, 0.02197161316871643, 0.018777597695589066, 0.005501904990524054, 0.021312851458787918, 0.04856842756271362, -0.0028657971415668726, 0.034319307655096054, 0.0032693780958652496, 0.02847731113433838, 0.016606736928224564, -0.0024048457853496075, -0.07961466908454895, 0.011086934246122837, -0.04313622787594795, -0.03262394294142723, -0.03514287993311882, 0.040544066578149796, -0.02866016887128353, -0.03461001068353653, -0.015490802936255932, 0.010298551060259342, -0.06010689586400986, -0.06276687979698181, -0.024984506890177727, 0.04451809078454971, 0.07616166025400162, -0.03893128037452698, -0.011030277237296104, -0.015238482505083084, 0.0035714542027562857, 0.02177603170275688, 0.034038204699754715, -0.041350431740283966, -0.01060917042195797, 0.013524048961699009, -0.01637299358844757, 0.0012779802782461047, -0.01771237887442112, 0.04261324182152748, 0.024545196443796158, -0.006882042624056339, -0.03262702748179436, 0.0048612384125590324, -0.0008574153180234134, 0.052821725606918335, 0.019934209063649178, -0.00832237210124731, 0.010930786840617657, -0.014907047152519226, -0.013159978203475475, -0.03314457833766937, -0.0062017436139285564, -0.012986482121050358, 0.012483999133110046, -0.030308900400996208, -0.0648425742983818, 0.04031537100672722, 0.008128371089696884, 0.014700902625918388, 0.01272755116224289, -0.009437463246285915, 0.01810183748602867, -0.023495573550462723, 0.02295496128499508, 0.044585682451725006, -0.05874475836753845, 0.007442007772624493, 0.0007709912024438381, 0.003815649077296257, 0.02865184098482132, -0.004576230421662331, -0.042252909392118454, -0.03378508985042572, -0.04144582524895668, 0.00006538691377500072, -0.04145180433988571, -0.03244749456644058, -0.01018525566905737, 0.006448596715927124, -0.0034157431218773127, 0.002069150796160102, -0.026600128039717674, 0.003915706183761358, 0.003023324068635702, -0.010268698446452618, 0.030134331434965134, -0.03304479271173477, -0.0012870827922597528, 0.010777859948575497, -0.017615217715501785, -0.01705051027238369, -0.0391678549349308, 0.018434707075357437, 0.009170394390821457, -0.01976204663515091, -0.0023067211732268333, -0.03412656858563423, 0.014898033812642097, 0.015033047646284103, 0.041003644466400146, -0.02115689404308796, -0.016223225742578506, -0.024231113493442535, -0.014125132001936436, -0.044727351516485214, 0.02038883976638317, -0.03649313002824783, -0.00553854601457715, -0.004992212168872356, 0.07885627448558807, -0.0064283753745257854, 0.04448383301496506, -0.0012873535742983222, 0.002441676566377282, 0.045160483568906784, -0.07001201808452606, -0.024616431444883347, -0.022991156205534935, -0.0633302703499794, 0.010917047038674355, 0.014473704621195793, 0.024031655862927437, -0.022165218368172646, 0.028010323643684387, 0.037084951996803284, 0.04123983159661293, 0.034323614090681076, 0.005848590284585953, 0.05198948085308075, -0.06680213660001755, 0.004810250364243984, -0.07206840068101883, 0.019889090210199356, 0.012532622553408146, 0.020153647288680077, -0.015404732897877693, -0.0054208277724683285, -0.04658022150397301, 0.051653794944286346, -0.06924431025981903, -0.02394605614244938, 0.03673361986875534, 0.00912497565150261, -0.01984000764787197, -0.003610932268202305, -0.07237130403518677, 0.01301883440464735, 0.03842658922076225, -0.04716767370700836, -0.0412120558321476, -0.02740440145134926, 0.04299864172935486, 0.010333580896258354, 0.03618387505412102, -0.044518034905195236, -0.018071157857775688, 0.08200675994157791, 0.0004140654928050935, -0.0016721804859116673, 0.035132575780153275, 0.004739351104944944, 0.038949813693761826, 0.01849355734884739, 0.007844326086342335, -0.008461290039122105, 0.01558497454971075, -0.0024878517724573612, -0.061831455677747726, 0.04487533122301102, 0.012311369180679321, -0.03086703084409237, -0.03408127278089523, 0.05261525511741638, 0.022612757980823517, -0.028675492852926254, -0.044508568942546844, 0.009590515866875648, -0.05830832198262215, -0.006681062746793032, -0.015671925619244576, -0.030621346086263657, -0.04238266497850418, 0.06309041380882263, -0.01341075450181961, 0.017676450312137604, 0.06964361667633057, 0.004240969195961952, -0.01276248600333929, -0.00398916145786643, 0.08763352781534195, 0.06310675293207169, 0.07069125026464462, 0.013743064366281033, 0.06041163206100464, -0.02361776866018772, -0.032510530203580856, 0.026122581213712692, -0.01731332391500473, -0.02176492102444172, -0.007056631147861481, 0.01892925053834915, 0.037668436765670776, -0.0069888075813651085, 0.06699220836162567, -0.0070000081323087215, -0.017792662605643272, 0.006536572240293026, 0.02561650238931179, 0.016959279775619507, 0.05796186998486519, 0.025307931005954742, 0.00919642485678196, -0.01859344355762005, -0.03754100948572159, 0.030594902113080025, -0.03116421587765217, -0.017306489869952202, 0.028189588338136673, 0.0017747282981872559, -0.0005146743496879935, 0.0062081580981612206, 0.047864798456430435, 0.10490643233060837, -0.03330085799098015, -0.007056394591927528, -0.013416449539363384, 0.04828757792711258, 0.0009044551989063621, 0.009259328246116638, -0.002953501418232918, -0.022254975512623787, -0.00982899684458971, -0.02616730146110058, -0.010823986493051052, -0.010859915986657143, -0.020205417647957802, 0.047121305018663406, -0.030761297792196274, 0.00029051039018668234, 0.03772037476301193, -0.001064537325873971, -0.04314885661005974, -0.057218678295612335, -0.0494229719042778, -0.010994003154337406, -0.058545298874378204, -0.03217211738228798, 0.015504625625908375, 0.002997181611135602, -0.02973576821386814, -0.021588457748293877, -0.0025696677621454, -0.031116455793380737, 0.057458825409412384, -0.06537841260433197, -0.026629678905010223, 0.01577392965555191, 0.005811498034745455, 0.028970809653401375, 0.010584223084151745, 0.05383382365107536, -0.011001892387866974, -0.011730751022696495, -0.027131738141179085, 0.020066814497113228, 0.015290587209165096, 0.027993643656373024, 0.03269012272357941, -0.07827656716108322, 0.009890624321997166, 0.02326139621436596, -0.007643485441803932, -0.06649981439113617, 0.031134886667132378, -0.0011297198943793774, -0.012590086087584496, 0.07516226917505264, -0.01673143170773983, 0.00490979291498661, -0.03318830952048302, -0.01402666512876749, -0.013249756768345833, 0.03271599858999252, 0.032974373549222946, -0.010634382255375385, 0.08109644055366516, 0.02690248191356659, -0.009747739881277084, -0.04908370226621628, 0.004821131005883217, -0.00017955656221602112, 0.005378419999033213, -0.012590374797582626, -0.020986994728446007, -0.01742137223482132, -0.058644410222768784, -0.025846533477306366, 0.019284691661596298, -0.03927210718393326, -0.028707625344395638, 0.026975810527801514, 0.04213516414165497, -0.045240748673677444, 0.031264785677194595, -0.05671889707446098, 0.014192670583724976, -0.01991640403866768, -0.00007344077312154695, 0.00990257691591978, 0.03166022151708603, -0.002198905684053898, 0.014887348748743534, 0.011747719720005989, -0.05483048036694527, 0.0069068907760083675, -0.009595952928066254, 0.04223928228020668, 0.030975844711065292, 0.0063402955420315266, 0.018274938687682152 ]
[ -0.07779931277036667, -0.010277870111167431, -0.03858315572142601, -0.05839550122618675, 0.039355043321847916, -0.03391387686133385, -0.025929443538188934, 0.04175626114010811, -0.007003345061093569, -0.03546096011996269, -0.01661062426865101, 0.002884955843910575, -0.010113352909684181, -0.028841532766819, 0.0769631490111351, -0.0022470655385404825, -0.00984243955463171, -0.07239150255918503, 0.032393015921115875, 0.03553483262658119, 0.016771726310253143, -0.047274261713027954, -0.04348163306713104, -0.032981161028146744, 0.008793079294264317, 0.036634910851716995, 0.026806099340319633, -0.007314876653254032, 0.016736339777708054, -0.16509439051151276, 0.00524408183991909, 0.02657018043100834, 0.044825173914432526, -0.016974113881587982, -0.000901498191524297, 0.057847633957862854, 0.01848050020635128, 0.0031747620087116957, -0.009728604927659035, 0.0309319868683815, -0.00967597309499979, 0.0236817616969347, -0.031145576387643814, -0.017970260232686996, 0.019846724346280098, 0.006107607390731573, 0.00438034487888217, -0.033506542444229126, -0.05086459964513779, 0.014753766357898712, -0.05196778476238251, -0.025941861793398857, -0.03433128073811531, -0.007113971281796694, -0.019409820437431335, 0.024579545482993126, 0.016008654609322548, 0.07232547551393509, -0.026312416419386864, 0.00534116430208087, 0.022613894194364548, -0.019042598083615303, -0.14606712758541107, 0.10746829211711884, 0.041071563959121704, 0.07375503331422806, -0.046553339809179306, -0.008144277147948742, -0.021147653460502625, 0.1023043766617775, 0.003519059857353568, -0.027104878798127174, -0.04913381487131119, 0.059160228818655014, 0.00995001383125782, -0.00822659395635128, 0.007799683138728142, 0.014377010986208916, 0.02252363972365856, -0.04695887863636017, -0.0112770339474082, -0.012349479831755161, -0.029261305928230286, -0.008589406497776508, -0.060644302517175674, 0.011691139079630375, -0.012009096331894398, 0.05063086748123169, 0.039446186274290085, 0.011616881005465984, 0.02996663935482502, -0.021617885679006577, 0.03812908008694649, -0.026795469224452972, -0.06388114392757416, -0.014087569899857044, 0.00031557210604660213, 0.0030846602749079466, -0.05543502792716026, 0.42616868019104004, -0.016622982919216156, -0.053721826523542404, 0.057854700833559036, 0.007029428146779537, 0.00344495358876884, 0.01931379921734333, -0.007105888333171606, -0.02800062857568264, 0.04404499754309654, -0.02020983211696148, 0.019446050748229027, 0.03055981919169426, 0.04608555883169174, -0.04203719645738602, 0.002470781095325947, 0.011399839073419571, 0.008556731976568699, 0.012751664035022259, 0.03327732905745506, -0.01525986846536398, -0.030524998903274536, 0.004706245847046375, 0.02147878333926201, -0.008085313253104687, -0.038149476051330566, -0.04203566163778305, 0.036650948226451874, 0.05264703556895256, 0.018675461411476135, 0.024981576949357986, 0.07393036782741547, -0.05587804317474365, -0.049060411751270294, -0.0008570976206101477, 0.013661552220582962, -0.002164854435250163, 0.0036223013885319233, 0.0069689154624938965, -0.010690495371818542, 0.062055572867393494, 0.003031622851267457, 0.01329890638589859, 0.017269620671868324, -0.010258814319968224, -0.048073746263980865, 0.09657490998506546, 0.03098149783909321, -0.035706616938114166, -0.0417446531355381, -0.03688835725188255, 0.016163906082510948, 0.050772082060575485, 0.01237938180565834, -0.06234767287969589, 0.02274308167397976, 0.026030931621789932, 0.11576409637928009, -0.022578876465559006, -0.07949994504451752, -0.021113241091370583, 0.010403361171483994, -0.01773625612258911, -0.062125302851200104, 0.08288126438856125, 0.05381303280591965, -0.13285036385059357, -0.007440685294568539, 0.012741663493216038, 0.044265829026699066, -0.05791517719626427, -0.025615910068154335, 0.009608438238501549, -0.017042627558112144, -0.0035138751845806837, 0.06601669639348984, -0.037986449897289276, -0.050938986241817474, 0.010697753168642521, 0.04178491234779358, 0.020312925800681114, 0.034117791801691055, 0.014938789419829845, -0.012529260478913784, -0.012184307910501957, -0.03805125877261162, -0.08431307971477509, -0.054186511784791946, 0.008159122429788113, -0.04130285233259201, -0.018174374476075172, -0.016777070239186287, 0.0049895490519702435, -0.09077735990285873, 0.09926741570234299, -0.04359810799360275, -0.020290998741984367, 0.01636676862835884, -0.006267521530389786, -0.03194708377122879, -0.0151372030377388, -0.034303970634937286, 0.052724938839673996, -0.03308865427970886, -0.002042063744738698, -0.05494555085897446, 0.04102056846022606, 0.06505577266216278, -0.04502261057496071, 0.06462261080741882, 0.05083206295967102, -0.035412561148405075, 0.005304975900799036, 0.04936496540904045, 0.031142400577664375, 0.003984566777944565, -0.012582765892148018, -0.005554145202040672, 0.04681697487831116, 0.009689144790172577, 0.011840170249342918, -0.03895996883511543, 0.018666906282305717, 0.008318230509757996, -0.35324200987815857, -0.03522932529449463, -0.05249054357409477, 0.010353708639740944, 0.024752900004386902, -0.06707434356212616, 0.017999960109591484, -0.018219901248812675, -0.037194281816482544, 0.02647482603788376, 0.08257729560136795, -0.023878300562500954, 0.01754862256348133, -0.047306258231401443, -0.012948635965585709, 0.006678538862615824, -0.019669784232974052, -0.026925161480903625, -0.04135771468281746, 0.004820419475436211, -0.0006236334447748959, -0.014727827161550522, -0.0010706712491810322, -0.10012932121753693, -0.0019391159294173121, -0.03989430144429207, 0.08663752675056458, -0.043212078511714935, 0.11029606312513351, -0.012101342901587486, 0.05071911960840225, -0.01396144274622202, 0.021871354430913925, -0.10808803141117096, 0.005181575659662485, -0.008036180399358273, 0.021310873329639435, -0.008730443194508553, 0.021316148340702057, -0.0353451669216156, -0.03453177213668823, 0.007992495782673359, -0.06532488018274307, -0.02172834426164627, -0.05529183894395828, 0.0013424305943772197, -0.03984887897968292, -0.025041351094841957, -0.03534424304962158, 0.07904781401157379, -0.010553834959864616, 0.021631913259625435, 0.00892188772559166, 0.027340078726410866, -0.016628218814730644, -0.0431290939450264, -0.08571823686361313, 0.01909598708152771, 0.027452820912003517, 0.01336891669780016, 0.03563099727034569, 0.04606793820858002, 0.04307466372847557, -0.06430422514677048, -0.005474288482218981, -0.015786685049533844, 0.00040418142452836037, 0.005999088287353516, 0.05637747794389725, -0.000005944344138697488, -0.018107468262314796, 0.10619097948074341, -0.004018721636384726, -0.04487844556570053, 0.011038990691304207, 0.039627037942409515, -0.004478244110941887, 0.06001482903957367, 0.004526381380856037, -0.008378416299819946, 0.012694722041487694, -0.02022835798561573, 0.05381627380847931, -0.018849624320864677, 0.0015726337442174554, 0.032631438225507736, 0.017007622867822647, -0.04413732513785362, 0.020313506945967674, 0.012059547007083893, -0.0401870533823967, -0.008882214315235615, -0.027987392619252205, -0.056029412895441055, 0.07425282150506973, -0.009027588181197643, -0.2397899478673935, 0.001421589870005846, 0.04815874993801117, 0.0711047351360321, -0.016733668744564056, 0.0183542612940073, 0.04248896613717079, -0.04579921439290047, 0.0030171992257237434, 0.016611138358712196, 0.010351177304983139, 0.007408526726067066, 0.009087098762392998, 0.005226497072726488, 0.06942486017942429, -0.015669405460357666, 0.06869892030954361, 0.0024973785039037466, 0.016909116879105568, 0.008313104510307312, 0.028824083507061005, -0.004009168595075607, 0.15697045624256134, 0.003075655549764633, 0.03361024707555771, 0.00712180882692337, -0.0018606007797643542, 0.029767455533146858, 0.07399508357048035, 0.03661363571882248, 0.009966782294213772, 0.012259836308658123, 0.047308944165706635, 0.002345238346606493, 0.009842758066952229, -0.06270509958267212, -0.03461642563343048, 0.009041430428624153, 0.04181184619665146, 0.012976477853953838, 0.008106258697807789, 0.010385729372501373, -0.004706853069365025, 0.036805249750614166, 0.05826061591506004, 0.02854822762310505, 0.0027567120268940926, -0.05041899532079697, -0.03156844154000282, -0.0072572664357721806, -0.04735289141535759, -0.03592748939990997, -0.0061501385644078255, -0.0034125042147934437, 0.0175471194088459, 0.03860239312052727, 0.016076570376753807, -0.03710686415433884, -0.03006730228662491, -0.000617365469224751, 0.0025123348459601402, -0.016500337049365044, 0.08717431128025055, 0.03552595525979996, 0.032049644738435745 ]
[ -0.02021081931889057, 0.029253048822283745, 0.006899022031575441, -0.030404729768633842, 0.016013406217098236, -0.019265063107013702, 0.03666708245873451, 0.03221956640481949, -0.005996715743094683, 0.024047883227467537, 0.006604138296097517, 0.03163277730345726, 0.034369390457868576, -0.03471608832478523, 0.03145650774240494, -0.012207960709929466, -0.0031375426333397627, -0.028330886736512184, 0.0022950347047299147, 0.04656793177127838, 0.00923440232872963, 0.024635499343276024, -0.02424798533320427, -0.03281566873192787, -0.014051469974219799, 0.028236139565706253, 0.03503486141562462, 0.01404645200818777, 0.015020566061139107, -0.12381725013256073, -0.036828961223363876, -0.03028068318963051, 0.009912501089274883, 0.007338557858020067, -0.006453980226069689, -0.055445585399866104, -0.021426774561405182, -0.008462527766823769, -0.003145286813378334, -0.021752947941422462, 0.00985171552747488, -0.018493497744202614, -0.03011898323893547, 0.031785015016794205, 0.009547926485538483, -0.020905600860714912, -0.004867784213274717, 0.00008686081855557859, 0.03067256696522236, -0.01809518039226532, -0.049146585166454315, -0.005723552778363228, 0.015221670269966125, -0.02435971423983574, -0.007968349382281303, -0.03693137690424919, 0.005833733826875687, 0.026388470083475113, -0.03026837669312954, -0.03063618205487728, 0.02826479822397232, 0.011231198906898499, -0.04496895149350166, 0.012439851649105549, -0.020871730521321297, 0.004139643628150225, -0.011617989279329777, 0.00937134400010109, -0.027745747938752174, -0.008495851419866085, -0.011777829378843307, 0.014072392135858536, -0.007409912068396807, -0.0028809551149606705, 0.014573796652257442, 0.010931751690804958, 0.002672545611858368, -0.003651051316410303, 0.008510877378284931, -0.044189099222421646, -0.027790764346718788, 0.04443693161010742, 0.034326281398534775, 0.008892199024558067, 0.0047187283635139465, 0.000009125223186856601, -0.01671433262526989, -0.018470807000994682, 0.002593554323539138, 0.0007628652965649962, -0.017505750060081482, 0.009563229978084564, -0.007174602244049311, -0.00543235195800662, -0.09180056303739548, -0.030081607401371002, 0.0018974681152030826, -0.01578577049076557, -0.010014684870839119, 0.8484320044517517, 0.003079690271988511, 0.006479993462562561, 0.0005144719616509974, 0.010103440843522549, -0.019910546019673347, 0.00012231299479026347, -0.0076454938389360905, 0.03674229606986046, 0.033589914441108704, -0.02441900596022606, 0.012932856567203999, 0.04388706013560295, 0.022266589105129242, 0.01327019277960062, 0.007590412627905607, -0.0032453362364321947, -0.0388101264834404, -0.006972819101065397, -0.003923929296433926, -0.0005139048444107175, 0.030829235911369324, 0.0026916011702269316, -0.018583063036203384, -0.051341306418180466, 0.029576744884252548, -0.16633115708827972, 0.04693922400474548, -9.199953639464846e-33, 0.004877382889389992, 0.029817882925271988, -0.0034525496885180473, -0.00723230978474021, 0.015035882592201233, -0.007973426021635532, 0.03596440330147743, 0.009759257547557354, 0.017781080678105354, -0.013580814003944397, -0.029550675302743912, 0.002207221230491996, -0.002111186506226659, -0.042110368609428406, 0.03864547610282898, 0.004479554947465658, 0.00646129809319973, 0.035227060317993164, -0.0034998541232198477, 0.028563985601067543, 0.03374822065234184, 0.018298372626304626, 0.032161273062229156, 0.002871955279260874, 0.01407578680664301, 0.04038771614432335, 0.017661962658166885, 0.019621776416897774, 0.011390033178031445, -0.022211577743291855, 0.0002147029445040971, 0.03743920847773552, 0.008082590065896511, 0.020836936309933662, -0.007266678381711245, -0.04367467015981674, -0.06783889979124069, -0.019827527925372124, 0.000990423490293324, -0.014856410212814808, -0.03585187718272209, -0.028155338019132614, -0.012594607658684254, 0.005138965789228678, 0.013197057880461216, 0.008497205562889576, 0.01267610676586628, 0.004601370543241501, -0.006198837421834469, -0.0296315960586071, 0.0035461257211863995, -0.011422248557209969, 0.01706034131348133, 0.03952224925160408, -0.030057495459914207, 0.02007817104458809, -0.0199311301112175, -0.016103703528642654, -0.007949802093207836, 0.01060299389064312, 0.020798735320568085, -0.00716374209150672, -0.0004988536238670349, 0.004264876712113619, -0.033283837139606476, 0.0009622128563933074, -0.0018391633639112115, -0.014959578402340412, 0.029900623485445976, -0.013319013640284538, -0.03728456795215607, 0.017595894634723663, -0.017396776005625725, 0.017963793128728867, -0.001909933052957058, 0.004209898412227631, 0.009167026728391647, -0.0156530924141407, -0.027197323739528656, 0.02306731417775154, -0.033085256814956665, 0.002438728930428624, 0.00041143930866383016, 0.005418031942099333, -0.00023649887589272112, 0.019531574100255966, 0.0013177343644201756, 0.01777246780693531, -0.009731149300932884, 0.02139396406710148, 0.010946950875222683, -0.015449158847332, -0.005649105180054903, -0.020776642486453056, 0.007032404188066721, 8.467359111409503e-33, 0.0005765939713455737, -0.029477186501026154, 0.008766023442149162, 0.004619646817445755, -0.03186746686697006, -0.02648620307445526, 0.005297673866152763, 0.014421590603888035, -0.03508102893829346, 0.025049561634659767, -0.024873824790120125, 0.007327332627028227, -0.0054845260456204414, 0.022137651219964027, 0.040594395250082016, -0.01620144583284855, 0.000643100414890796, -0.047383736819028854, 0.02977869100868702, 0.013580230996012688, 0.04651470109820366, 0.014685366302728653, -0.024657072499394417, 0.03176010772585869, -0.018427303060889244, 0.05159103125333786, -0.047996602952480316, 0.011017885990440845, 0.029476182535290718, -0.010256617330014706, -0.020852122455835342, -0.002746227663010359, 0.01140570268034935, -0.0029775332659482956, -0.0395006388425827, 0.004585405346006155, 0.028171615675091743, -0.027638748288154602, -0.0225064754486084, -0.032965946942567825, 0.029731715098023415, -0.037234000861644745, 0.0032205581665039062, 0.012588699348270893, 0.03459496423602104, -0.029956549406051636, 0.008704349398612976, -0.03836682438850403, -0.004835336934775114, 0.017293548211455345, 0.020417336374521255, 0.03038562834262848, 0.019550969824194908, 0.03095371462404728, -0.047469910234212875, -0.0247539933770895, -0.0026365609373897314, -0.01371680200099945, -0.01785225048661232, 0.051405180245637894, 0.008628065697848797, 0.044929683208465576, -0.01622198149561882, 0.006979364901781082, -0.04018673300743103, -0.035497035831213, 0.004768669605255127, 0.002658502198755741, 0.001461536972783506, -0.059400539845228195, -0.024721791967749596, -0.006740158423781395, -0.026605885475873947, 0.019759362563490868, 0.0015124581987038255, -0.017876308411359787, -0.030951164662837982, 0.002936052856966853, -0.013281513936817646, 0.04110245406627655, 0.03139924257993698, -0.005093856249004602, 0.006158492993563414, 0.04048611596226692, -0.0015680730575695634, 0.03659912943840027, -0.037608131766319275, -0.0067978911101818085, 0.010587004013359547, 0.0019582214299589396, -0.048941418528556824, 0.004312047269195318, -0.0113034937530756, -0.00309363123960793, -0.04523652791976929, -1.4169017958920449e-8, -0.020215004682540894, 0.054807525128126144, 0.029781900346279144, -0.007732755970209837, -0.005207879934459925, -0.02790072001516819, -0.02398492582142353, 0.021203674376010895, -0.03625090792775154, -0.01766788773238659, 0.06821141391992569, 0.014537491835653782, -0.0012303777039051056, -0.02266903594136238, -0.005199169274419546, -0.05105919390916824, -0.015662429854273796, 0.020779924467206, 0.016856202855706215, 0.028796929866075516, 0.03706979751586914, 0.02203344739973545, -0.030383355915546417, 0.006929231341928244, 0.04334251582622528, -0.020779144018888474, -0.014884128235280514, -0.07873553782701492, 0.005194855388253927, 0.008685383945703506, -0.035393066704273224, -0.01862817071378231, 0.022824784740805626, 0.04353450983762741, -0.007118482608348131, -0.04496316984295845, 0.044742975383996964, 0.021359657868742943, 0.03239649906754494, -0.014855963177978992, 0.03755645453929901, 0.00233342032879591, 0.013629734516143799, -0.025070101022720337, -0.014366085641086102, -0.013596692122519016, 0.002493394771590829, -0.027609989047050476, 0.05861157551407814, -0.0533503033220768, -0.001892521744593978, -0.01359540969133377, -0.00466727651655674, 0.05574559047818184, 0.027619708329439163, -0.037248291075229645, -0.0023359060287475586, -0.005115699488669634, -0.0015426340978592634, 0.02518671751022339, -0.0012901409063488245, 0.015153096057474613, -0.005418518092483282, -0.015431759878993034 ]
trade-offs-some-thoughts
https://markhneedham.com/blog/2009/03/02/trade-offs-some-thoughts
false
2009-03-20 21:39:56
Coding: Reassessing what the debugger is for
[ "coding" ]
[ "Coding" ]
When I first started programming in a 'proper' IDE one of the things that I thought was really cool was the ability to debug through my code whenever something wasn't working quite the way I expected it to. Now the debugger is not a completely pointless tool - indeed there is sometimes no other easy way to work out what's going wrong - but I think it now becomes the default problem solver whenever a bit of code is not working as we expect it to. Admittedly the name 'http://www.answers.com/debugger[debugger]' doesn't really help us here as the name describes a tool that "helps in locating and correcting programming errors" which is all well and good but I think *it should be one of the last tools that we turn to rather than one of the first*. == Why? From my experience I have found the debugger to be a *very slow* way of diagnosing, fixing and then ensuring that bugs don't come back into my code again. No doubt some people are experts at setting up the breakpoints and getting the debugger to step to exactly the right place and locating the problem, but even when we've done that we don't have a way of ensuring it doesn't reoccur unless we go and write an example/test that exposes it. Another problem I have come across when debugging through code is that the code can sometimes act differently when we slow down its speed of execution, meaning that the bug we see without the debugger is *not necessarily repeatable* with it. == When using the debugger is reasonable Despite my dislike of the debugger there are certainly occasions where it is very useful and superior to alternative approaches. *Tracing problems in framework or 3rd party code* is one of those occasions. For example we were recently getting an error a few levels inside the ASP.NET MVC code and didn't have a good idea of why it was happening. Going through the code for 20 minutes or so with the debugger turned out to be a very useful exercise and we were able to find the problem and then change what we were doing so it didn't reoccur. Another time when it is useful is when we have *code on another server* that isn't working - hooking in a remote debugger is very useful for discovering problems which may or may not be related to the fact that the environment the code is running under there is slightly different to our local one. == Alternatives One of the most ironic cases I have seen of what I consider debugger misuse is using it to debug through a test failure as soon as it fails! A key benefit of writing tests is that it should stop the need to use the debugger so something has gone a bit wrong if we're using the debugger in this case. The typical situation is when there has been a null pointer exception somewhere and we want to work out why that's happened. The debugger is rarely the best choice for doing that. It is usually quite easy to work out just from reading the error message we get from our testing framework where the problem is, and if it's not then we should look at writing our tests in a way that is http://www.markhneedham.com/blog/2009/01/28/tdd-design-tests-for-failure/[more conducive for solving these types of problems]. An approach I recently learnt for *narrowing down test failures* is to use the http://www.markhneedham.com/blog/2008/11/21/saff-squeeze-first-thoughts/[Saff Squeeze]. By using this approach we look to reduce the areas in our code where the failure is happening until we find the exact location. We can then put a test around this to ensure it doesn't happen again. It's definitely more difficult to do this than to just get out the debugger but I think we get greater insight into areas of our code that aren't well tested and we can also tighten up our tests while doing so. Another approach while I have certainly overlooked in the past is *looking at the logs* to see what's going on. If we are using logging effectively then it should have recorded the information needed to help us diagnose the problem quickly. == In Summary Of course these approaches may not work out for us sometimes in which case I have no problem with getting out the debugger. Taking time to think whether we actually need to do so or if another approach might be better is certainly a valuable thing to do though.
null
null
[ 0.000724352546967566, -0.007782274391502142, -0.002308489754796028, 0.04644109681248665, 0.07520250976085663, 0.011581101454794407, 0.024771660566329956, 0.02902822569012642, 0.011888979002833366, -0.0364786833524704, -0.019966820254921913, 0.0032463131938129663, -0.06673107296228409, 0.034296583384275436, -0.02826777845621109, 0.07758317142724991, 0.06801769882440567, -0.02865961566567421, 0.03330601751804352, 0.00480450177565217, -0.004087791778147221, 0.05386488884687424, -0.017271844670176506, 0.02717979997396469, 0.024376800283789635, 0.046889133751392365, -0.005963869392871857, 0.002986219245940447, -0.08028693497180939, -0.023380205035209656, 0.03760162740945816, 0.03104238584637642, 0.013162805698812008, -0.011376957409083843, 0.00886334665119648, -0.019778786227107048, -0.014074182137846947, 0.05691087245941162, -0.01368994452059269, -0.00043775883386842906, -0.0642743855714798, 0.009583965875208378, -0.02707023359835148, 0.004317591432482004, -0.026100710034370422, 0.01282663457095623, -0.027975421398878098, -0.008931852877140045, -0.009283012710511684, 0.000985991209745407, -0.0644751787185669, 0.05242961272597313, -0.0007554593030363321, 0.005162199959158897, -0.039712678641080856, 0.05720798671245575, 0.0304552111774683, -0.07538735866546631, 0.001729172421619296, -0.052111487835645676, 0.01151991356164217, -0.01878911443054676, -0.008314552716910839, 0.04440690577030182, 0.039947155863046646, -0.010283689945936203, 0.0031721608247607946, 0.039415907114744186, -0.0021880415733903646, 0.01357390359044075, 0.011746499687433243, 0.006130651105195284, -0.05511093884706497, 0.009791330434381962, 0.026834942400455475, -0.011471511796116829, -0.034298744052648544, 0.030377669259905815, 0.024343598634004593, 0.059534698724746704, -0.025730425491929054, 0.009880507364869118, 0.028222085908055305, -0.005977567285299301, 0.0139487124979496, -0.021575389429926872, -0.015506451018154621, -0.0008301770430989563, -0.03785916045308113, 0.0367904007434845, 0.03339630365371704, -0.06566227227449417, 0.02216918207705021, 0.04557253047823906, -0.00793189462274313, 0.011221611872315407, 0.027120480313897133, -0.008916462771594524, 0.009803998284041882, -0.01774446852505207, -0.008531318046152592, -0.03230268508195877, 0.034888628870248795, 0.015659986063838005, -0.06854104995727539, -0.01399910356849432, -0.02412242628633976, -0.018406247720122337, -0.014124101027846336, 0.019615786150097847, -0.04700423777103424, 0.028656499460339546, -0.04650671407580376, -0.008037813939154148, -0.08153512328863144, 0.06865637004375458, -0.009976076893508434, -0.055063676089048386, 0.004826862830668688, 0.014139372855424881, 0.03663553670048714, 0.012513043358922005, -0.0013790872180834413, 0.08067594468593597, -0.008458495140075684, 0.02596430294215679, -0.01973627507686615, 0.054185252636671066, -0.015094800852239132, -0.05729715898633003, 0.0015014350647106767, 0.0530107207596302, -0.020957259461283684, -0.014465159736573696, 0.018008248880505562, -0.013645734637975693, 0.016350511461496353, -0.023020025342702866, -0.01287971343845129, 0.04447729513049126, -0.026950858533382416, -0.012346434406936169, 0.01680401898920536, 0.008382679894566536, -0.002902638865634799, 0.012730538845062256, -0.017295895144343376, -0.015536604449152946, -0.012334476225078106, 0.029551995918154716, 0.005044025368988514, 0.05025964230298996, 0.040774207562208176, -0.039510712027549744, 0.007458146661520004, 0.05761608108878136, -0.022312333807349205, 0.006499749142676592, -0.020170027390122414, 0.020448114722967148, 0.04204797372221947, 0.027233392000198364, 0.0005124852177686989, 0.05189240351319313, 0.027028467506170273, -0.011415463872253895, 0.003793553914874792, 0.01883092150092125, -0.010888207703828812, 0.014744095504283905, -0.06960565596818924, -0.04859854653477669, 0.05945029482245445, -0.06435193866491318, -0.021602481603622437, 0.04063484072685242, 0.05808220058679581, 0.001905694603919983, 0.022625839337706566, -0.012445875443518162, -0.0735461413860321, 0.006280710455030203, 0.006587050389498472, 0.008957169018685818, 0.006390475668013096, -0.021813353523612022, 0.06810224801301956, 0.02340158075094223, 0.004799003712832928, -0.00010871839913306758, -0.08382432907819748, -0.07409073412418365, 0.0035667025949805975, 0.002143244491890073, 0.05253290385007858, -0.040211744606494904, -0.0269799642264843, 0.09911304712295532, 0.02322995848953724, 0.06727531552314758, 0.032195549458265305, -0.004311373922973871, 0.007504936307668686, -0.04267972707748413, -0.04307527467608452, 0.03893202915787697, 0.03501993045210838, 0.010475189425051212, -0.06104419007897377, 0.006607049610465765, 0.007897304370999336, -0.02215551771223545, 0.04440607875585556, -0.01745222508907318, 0.04474221169948578, 0.01706896908581257, 0.04050736501812935, -0.051166098564863205, 0.04714660346508026, -0.06387507915496826, -0.014806078746914864, -0.015963051468133926, 0.002399116288870573, -0.020912526175379753, 0.010164654813706875, 0.1092805489897728, 0.061700597405433655, -0.043478790670633316, -0.029411708936095238, 0.025570403784513474, 0.013663208112120628, -0.03200654685497284, -0.008915741927921772, -0.0034401649609208107, 0.002554075326770544, -0.0005919290706515312, -0.05117451399564743, -0.026913754642009735, 0.011777781881392002, -0.02923634462058544, 0.027753738686442375, 0.05722460523247719, -0.03283904120326042, 0.0606238953769207, -0.0018539858283475041, -0.03460865095257759, 0.019248122349381447, 0.015870163217186928, -0.05306325480341911, 0.017639970406889915, 0.031783588230609894, -0.004360285121947527, 0.07828358560800552, -0.005854842718690634, -0.022426128387451172, -0.007777888793498278, -0.01868205890059471, -0.001929424237459898, 0.023578446358442307, 0.07223040610551834, 0.002848393749445677, 0.03306995704770088, -0.00494114775210619, 0.03955472633242607, 0.016267433762550354, -0.040654268115758896, -0.0007429348770529032, -0.016587866470217705, -0.00821079220622778, 0.04312051460146904, -0.0003179431951139122, 0.027820127084851265, 0.030440323054790497, 0.00030041689751669765, -0.006019033025950193, -0.037864185869693756, 0.03557468205690384, 0.02186620607972145, -0.03623798117041588, -0.0222612377256155, -0.03970691189169884, 0.039617616683244705, -0.0741245374083519, -0.028561627492308617, 0.009544439613819122, -0.07867688685655594, 0.04900107905268669, -0.06188135966658592, -0.09000620990991592, 0.017111655324697495, 0.03015037067234516, 0.025135960429906845, -0.00750867510214448, 0.058259978890419006, 0.08988264203071594, -0.020434657111763954, 0.015752697363495827, -0.010582083836197853, 0.02370900847017765, 0.02282322384417057, 0.007735296152532101, -0.012060930952429771, 0.04401075094938278, -0.005413442850112915, -0.021943040192127228, -0.05366063490509987, 0.053447239100933075, -0.03398817777633667, -0.269055038690567, 0.05253368988633156, 0.012111453339457512, -0.0652928575873375, 0.024741148576140404, -0.029021192342042923, 0.03546581417322159, -0.04493913799524307, -0.017967136576771736, 0.03181198611855507, -0.04140828549861908, -0.06631911545991898, -0.02713550068438053, 0.05209273472428322, -0.016362810507416725, 0.012966121546924114, 0.027416100725531578, -0.017768559977412224, 0.001354362117126584, 0.038693856447935104, 0.0010141272796317935, -0.04723178595304489, 0.003169503528624773, 0.04810292646288872, 0.025842251256108284, 0.06364670395851135, -0.08986354619264603, 0.056185148656368256, -0.03521239757537842, 0.0020940506365150213, 0.01361227035522461, -0.00004334077675594017, -0.017579123377799988, -0.027567842975258827, -0.025216860696673393, -0.007566675543785095, -0.001371328835375607, 0.007711759302765131, 0.009061837568879128, 0.025640204548835754, -0.021619215607643127, -0.02757718414068222, 0.01346108503639698, -0.006107801105827093, 0.05491172522306442, 0.010343782603740692, -0.07049531489610672, -0.02038891613483429, -0.021524703130126, 0.07712871581315994, -0.015922510996460915, -0.028067663311958313, 0.0044267987832427025, 0.04766175523400307, -0.008215981535613537, -0.039248064160346985, 0.016593674197793007, 0.007831772789359093, -0.05547013878822327, -0.052324146032333374, -0.01797233708202839, -0.00953213032335043, -0.009532386437058449, -0.05112101510167122, 0.018020449206233025, -0.05897773429751396, -0.03490927070379257, 0.003471092088147998, 0.07294896990060806, 0.03303764387965202, -0.03445827215909958, 0.021284524351358414, 0.011528724804520607, -0.10436075180768967, 0.007137668319046497, -0.02095392905175686, -0.04179917648434639, -0.022548269480466843, 0.02456231787800789, 0.034090641885995865, -0.034963998943567276, -0.03865129128098488, 0.025811024010181427, -0.0032518275547772646, 0.004645448178052902, 0.00839695893228054, 0.0419129878282547, 0.008759443648159504, 0.000467378442408517, 0.009509165771305561, 0.06426001340150833, -0.008386523462831974, -0.00574216153472662, -0.040057383477687836, 0.028414689004421234, 0.023855924606323242, 0.0445999801158905, -0.03149383142590523, 0.016010038554668427, 0.014624040573835373, 0.025111030787229538, -0.06581540405750275, 0.04402226209640503, -0.028406362980604172, 0.01891610026359558, -0.03446003794670105, -0.06358974426984787, 0.03145638853311539, 0.04181442782282829, 0.010668220929801464, -0.014962981455028057, -0.029155585914850235, -0.005295049864798784, -0.056910354644060135, -0.0028635417111217976, -0.016899455338716507, 0.007453967351466417, 0.02678760327398777, -0.02527577243745327, -0.03524576127529144, -0.04508032277226448, 0.005972342565655708, 0.0028023982886224985, 0.023963915184140205, -0.055755119770765305, -0.04802442714571953, -0.015630096197128296, -0.008935670368373394, 0.032236248254776, 0.030543578788638115, -0.02259468100965023, 0.05101005360484123, 0.011658832430839539, -0.03379915654659271, 0.016252849251031876, -0.01882532611489296, -0.026040412485599518, -0.037682291120290756, -0.02011190541088581, -0.019854390993714333, -0.0319964699447155, 0.030202064663171768, 0.013426405377686024, -0.0030381735414266586, 0.0551350936293602, 0.009061871096491814, 0.04484342038631439, 0.0037628288846462965, -0.010281834751367569, 0.007105889264494181, 0.020435117185115814, -0.11617568880319595, 0.028668401762843132, -0.05213850736618042, -0.03359918296337128, -0.024738481268286705, 0.05267803370952606, -0.010969758965075016, -0.03143983706831932, -0.019679980352520943, 0.039261966943740845, -0.05508893355727196, -0.04637989029288292, -0.03212469816207886, -0.00004431401248439215, 0.041371993720531464, 0.0009620487107895315, 0.03796656057238579, -0.0156723503023386, -0.017798013985157013, 0.012957860715687275, 0.043546367436647415, -0.06133410334587097, 0.012049704790115356, 0.01014795433729887, -0.010572979226708412, -0.020538080483675003, 0.00852854736149311, 0.05783044919371605, 0.005349817685782909, 0.01511225476861, -0.006045137997716665, -0.00502704968675971, 0.03971410170197487, 0.04394552856683731, -0.02230175770819187, -0.009862735867500305, -0.002238085027784109, -0.008141920901834965, -0.01998431235551834, -0.03295014798641205, -0.0282260924577713, -0.009129859507083893, 0.0432034395635128, -0.033212464302778244, -0.06740263104438782, 0.03324626386165619, 0.03280846029520035, 0.005984393414109945, -0.009506593458354473, -0.01055983267724514, -0.004720583092421293, -0.032399602234363556, 0.028600912541151047, 0.05319182202219963, -0.04184451326727867, 0.008297117426991463, 0.013829799368977547, 0.026864459738135338, 0.032635822892189026, -0.0073342942632734776, -0.040047820657491684, -0.00992576964199543, -0.04605153948068619, -0.0028244880959391594, -0.04398931562900543, -0.005284440703690052, -0.027613550424575806, 0.022392122074961662, 0.00020850052533205599, -0.05629928782582283, -0.03228684142231941, 0.003670623991638422, -0.011049662716686726, -0.03563542291522026, -0.012479974888265133, -0.007962110452353954, 0.025960220023989677, 0.020081162452697754, -0.02469658851623535, 0.02453962154686451, -0.0175206046551466, 0.043645136058330536, 0.014286420308053493, -0.02961643598973751, -0.021323494613170624, -0.05065280571579933, 0.016304457560181618, 0.023878155276179314, 0.016610538586974144, -0.00611858768388629, -0.018052158877253532, -0.025491300970315933, -0.016221219673752785, -0.007573278620839119, -0.00022189569426700473, -0.02392500266432762, -0.04011181741952896, 0.01531505398452282, 0.08829672634601593, 0.01397207286208868, 0.04612286761403084, -0.006504609249532223, 0.003679099027067423, 0.05469789355993271, -0.09129849821329117, -0.01266285590827465, -0.027054334059357643, -0.06898430734872818, 0.015027412213385105, 0.025751182809472084, 0.03178725391626358, -0.023241331800818443, 0.015568344853818417, -0.002687825821340084, 0.01131709385663271, 0.027086447924375534, 0.0004734465619549155, 0.048808809369802475, -0.04471339285373688, -0.0017560124397277832, -0.06893393397331238, 0.039931852370500565, 0.04585711285471916, -0.007523244246840477, -0.008213907480239868, -0.01841709204018116, -0.004300130996853113, 0.05270923674106598, -0.05216028168797493, -0.006791412830352783, 0.03616558015346527, 0.03205171972513199, -0.03509410098195076, 0.0034012608230113983, -0.0641024261713028, 0.05368882790207863, 0.056141357868909836, -0.030161259695887566, -0.04287894815206528, -0.022697454318404198, 0.02942975051701069, 0.038528528064489365, 0.014400198124349117, -0.04253966733813286, -0.0011380142532289028, 0.05259024724364281, 0.024247756227850914, 0.012334286235272884, 0.0282080490142107, -0.029827479273080826, 0.024737589061260223, 0.05342835932970047, -0.008369168266654015, -0.03871482238173485, 0.013194937258958817, 0.0027145016938447952, -0.040182970464229584, 0.006732698995620012, 0.00027555646374821663, -0.03911599889397621, -0.03865480050444603, 0.0698515847325325, 0.03731672093272209, -0.018061691895127296, -0.04329870641231537, -0.025267263874411583, -0.04811609908938408, -0.010516101494431496, -0.030419301241636276, -0.010212461464107037, -0.03785901516675949, 0.05536407232284546, 0.009177672676742077, -0.013291901908814907, 0.05629563331604004, -0.004533469211310148, 0.006197480950504541, -0.03498449921607971, 0.057078152894973755, 0.07208244502544403, 0.052086394280195236, 0.013264915905892849, 0.0558527335524559, -0.02661656029522419, -0.02130213752388954, 0.03381150960922241, -0.004611909855157137, -0.010642563924193382, -0.046736955642700195, 0.02615089900791645, 0.04826320707798004, 0.006030716933310032, 0.05587659031152725, -0.04528005048632622, 0.019902558997273445, 0.010774550028145313, 0.05462026223540306, 0.01085482258349657, 0.04802302271127701, 0.007455026730895042, -0.004275243729352951, 0.02389673888683319, -0.01701439544558525, 0.03383404389023781, -0.07523287087678909, -0.021210065111517906, 0.024309232831001282, 0.005085295531898737, 0.014784804545342922, 0.041764043271541595, 0.005066066514700651, 0.0803261399269104, -0.041419945657253265, -0.015565240755677223, -0.01267672423273325, 0.05421575531363487, 0.0011872817995026708, -0.005589081905782223, -0.017297429963946342, -0.03285010904073715, -0.007200980093330145, 0.0024036956019699574, -0.0063163540326058865, -0.042051151394844055, -0.03902160003781319, 0.04865841567516327, -0.025998812168836594, 0.013531006872653961, 0.04985642805695534, -0.012198076583445072, -0.025779131799936295, -0.06946359574794769, -0.051834456622600555, -0.029234174638986588, -0.058155231177806854, -0.035109370946884155, 0.031137308105826378, -0.014252954162657261, -0.013241729699075222, -0.015187753364443779, -0.0063765388913452625, -0.03961130231618881, 0.032546211034059525, -0.054739825427532196, -0.043751899152994156, 0.019632700830698013, 0.010854128748178482, 0.04991215467453003, 0.0479598343372345, 0.006247594486922026, -0.008817099034786224, -0.02812398597598076, -0.016869569197297096, 0.010609367862343788, 0.022552138194441795, -0.01105081383138895, 0.003011387540027499, -0.0784096047282219, 0.033979564905166626, 0.01717493310570717, -0.006634509656578302, -0.0575091615319252, 0.031177295371890068, 0.008387004025280476, -0.02328409254550934, 0.05453946068882942, -0.04007496312260628, -0.00003465287954895757, -0.03685358539223671, 0.0005490946350619197, -0.019469572231173515, 0.041953470557928085, 0.025161737576127052, -0.012426548637449741, 0.08098304271697998, 0.0060399435460567474, -0.005896669812500477, -0.051223598420619965, 0.0020224093459546566, -0.013810883276164532, -0.0024983955081552267, -0.013229895383119583, -0.030582964420318604, -0.04680336266756058, -0.05687752738595009, -0.014093018136918545, 0.01864861324429512, -0.021850241348147392, -0.042248114943504333, 0.03589318320155144, 0.02715570107102394, -0.06172298640012741, 0.022464144974946976, -0.04160824790596962, 0.03385092318058014, -0.028367169201374054, -0.02232924848794937, 0.03251175954937935, 0.017521372064948082, -0.01552677620202303, 0.006839870009571314, 0.010137597098946571, -0.03487525135278702, 0.0031487818341702223, -0.024668164551258087, 0.037809450179338455, 0.03057223930954933, -0.006905379239469767, 0.009157456457614899 ]
[ -0.120647132396698, -0.0006381634739227593, -0.02365836873650551, -0.05046946182847023, 0.05657258629798889, -0.06007996201515198, 0.015118277631700039, 0.040663041174411774, -0.013232799246907234, -0.030749591067433357, 0.003900779178366065, -0.011499674059450626, -0.014661384746432304, 0.0011381191434338689, 0.06717263907194138, 0.019741445779800415, -0.006639560218900442, -0.04809916391968727, 0.019185373559594154, -0.0006162943318486214, 0.008698742836713791, 0.002074246294796467, -0.05002899467945099, -0.04348551854491234, 0.0014127466129139066, 0.06364143639802933, 0.03288380801677704, -0.04309237748384476, 0.0036411758046597242, -0.17765769362449646, 0.00047803876805119216, -0.0059984661638736725, 0.05645272135734558, -0.03319651260972023, -0.012614949606359005, 0.037434134632349014, 0.030230598524212837, 0.03931976482272148, 0.0019974701572209597, 0.034482188522815704, 0.021431073546409607, 0.03375701606273651, -0.06541316956281662, -0.05879615619778633, 0.03554258495569229, -0.01445673406124115, 0.00970541499555111, -0.053167738020420074, -0.006388424895703793, 0.028305169194936752, -0.05983749032020569, -0.03870579972863197, -0.011379239149391651, -0.04185381531715393, -0.008967583999037743, 0.024128900840878487, 0.01708298549056053, 0.05268200486898422, -0.010212208144366741, 0.009318279102444649, 0.028137532994151115, -0.06194089725613594, -0.12143959850072861, 0.08364367485046387, 0.06861468404531479, 0.05119651183485985, -0.010454176925122738, -0.03076556883752346, -0.021113203838467598, 0.08415793627500534, 0.003189487149938941, -0.020584363490343094, -0.028220415115356445, 0.06781566888093948, 0.009903802536427975, -0.018967797979712486, 0.009318074211478233, 0.03074231930077076, 0.03590056300163269, -0.05719594284892082, -0.04563423991203308, -0.042664170265197754, 0.010314912535250187, -0.009970436803996563, -0.04686238244175911, 0.037546150386333466, 0.005736940540373325, 0.07517609000205994, 0.07814930379390717, 0.0032043715473264456, 0.06583008170127869, -0.024912342429161072, 0.05308038368821144, -0.00018284955876879394, -0.06060231104493141, 0.01325526274740696, -0.001615223940461874, 0.01532929576933384, -0.04689744487404823, 0.41292330622673035, -0.07533349841833115, -0.036209747195243835, 0.07245562225580215, 0.016316581517457962, -0.021825838834047318, -0.002215055748820305, 0.004848320968449116, -0.03507297858595848, 0.01780402474105358, -0.044862013310194016, 0.0296188872307539, 0.014238507486879826, 0.06666307896375656, -0.037816427648067474, 0.0025231190957129, 0.004147161263972521, 0.005424550734460354, -0.000028402177122188732, 0.008575412444770336, -0.0038538856897503138, 0.008490988053381443, 0.012005324475467205, 0.01345541700720787, 0.012597844004631042, 0.01774669624865055, -0.03294837102293968, 0.02272585593163967, 0.06545881181955338, 0.02304505929350853, 0.005948934238404036, 0.06348955631256104, -0.05145779997110367, -0.054572947323322296, 0.01675690896809101, -0.0069701699540019035, 0.0053893690928816795, 0.041465796530246735, 0.010250948369503021, -0.011544383130967617, 0.020979637280106544, -0.01807572692632675, 0.009674003347754478, 0.019210295751690865, -0.009977671317756176, -0.060979995876550674, 0.08203301578760147, -0.014448403380811214, -0.02812405861914158, -0.009098940528929234, -0.08741850405931473, 0.01564829610288143, 0.04355356842279434, -0.0029650956857949495, -0.053106699138879776, 0.03342662379145622, 0.03155135363340378, 0.08182162046432495, -0.010026336647570133, -0.03957129269838333, -0.004315296187996864, -0.05117099732160568, -0.024926355108618736, -0.03959688916802406, 0.0006367231835611165, 0.03408793732523918, -0.07114411145448685, -0.0314982533454895, 0.0027835711371153593, 0.017027322202920914, -0.058143388479948044, -0.03724116459488869, 0.005037786904722452, -0.023943956941366196, -0.04783834144473076, 0.028408512473106384, -0.03915628418326378, -0.016959620639681816, 0.015091369859874249, 0.052263639867305756, 0.02366330847144127, 0.043851278722286224, 0.0007897220202721655, -0.04907665029168129, 0.008351638913154602, -0.01617402955889702, -0.08162052184343338, -0.04884258285164833, 0.00806931871920824, -0.0068627758882939816, -0.009110241197049618, -0.04040703549981117, -0.048033230006694794, -0.06464362889528275, 0.07846543937921524, -0.008990488946437836, -0.019451618194580078, 0.02909913659095764, 0.001667720265686512, -0.012823252938687801, -0.03318532928824425, 0.025985630229115486, 0.04787124693393707, -0.001345412922091782, 0.033621229231357574, -0.05432041734457016, 0.07365918159484863, 0.03794841468334198, -0.07250943034887314, 0.06592395901679993, 0.018846863880753517, -0.06323957443237305, -0.024388154968619347, 0.04410819709300995, 0.009499022737145424, -0.012429127469658852, -0.04663873836398125, 0.004037895239889622, 0.03855615109205246, 0.013747461140155792, 0.029632430523633957, -0.037965353578329086, 0.0012696781195700169, 0.005766479764133692, -0.33914369344711304, -0.035020362585783005, -0.028478216379880905, 0.002254090504720807, 0.016726335510611534, -0.06890643388032913, 0.016679970547556877, -0.028334030881524086, -0.024202223867177963, -0.010293974541127682, 0.09346414357423782, -0.037108324468135834, 0.0225303303450346, -0.11333995312452316, 0.014563009142875671, 0.014909233897924423, -0.02396031655371189, -0.02268294058740139, -0.05582200735807419, 0.009795201011002064, 0.0012354780919849873, -0.00270670372992754, 0.005596473813056946, -0.06093607097864151, -0.008923454210162163, -0.07088582217693329, 0.1024804636836052, -0.027658255770802498, 0.12483496963977814, -0.03817671909928322, 0.028734594583511353, -0.0005606577615253627, 0.03138161450624466, -0.09851120412349701, 0.010324269533157349, -0.02025853469967842, -0.008948937058448792, -0.00022269388136919588, 0.022819526493549347, -0.014171116054058075, -0.04278252273797989, 0.0018734184559434652, -0.05024700239300728, -0.038639336824417114, -0.04721098020672798, -0.017730791121721268, -0.015592931769788265, -0.054381754249334335, -0.0258676465600729, 0.07427150756120682, 0.007860821671783924, -0.005477675702422857, 0.018597591668367386, 0.03686182573437691, 0.00018388558237347752, -0.021453822031617165, -0.07283125072717667, 0.0053179096430540085, 0.0068910191766917706, -0.0034472073893994093, 0.04403295740485191, 0.042008090764284134, 0.02369164489209652, -0.06644850969314575, 0.018080241978168488, 0.035647667944431305, 0.005905545316636562, -0.01063469983637333, 0.07936862111091614, -0.02798423543572426, -0.033923909068107605, 0.1429164707660675, 0.008869056589901447, -0.04000739008188248, 0.011202762834727764, 0.02978825755417347, -0.016438033431768417, 0.01878276839852333, 0.01182786375284195, -0.032961655408144, 0.02178223989903927, -0.0034040752798318863, 0.025910260155797005, -0.04250267893075943, -0.011439191177487373, 0.037067193537950516, -0.03993997722864151, -0.028398502618074417, 0.029321005567908287, 0.00432382570579648, -0.02161269634962082, -0.018122268840670586, -0.004307661671191454, -0.08069369196891785, 0.07994754612445831, 0.005226140841841698, -0.2223668098449707, 0.009871674701571465, 0.07435517758131027, 0.042116519063711166, -0.007074353750795126, 0.042392805218696594, 0.019577762112021446, -0.051110103726387024, 0.028070133179426193, -0.01002256479114294, 0.024269741028547287, 0.009330498985946178, -0.006177040748298168, -0.030310600996017456, 0.05497411638498306, 0.0017639617435634136, 0.02358923852443695, -0.017988866195082664, 0.03210296481847763, 0.0017564698355272412, 0.012526187114417553, -0.008651317097246647, 0.14904502034187317, 0.028208445757627487, 0.03935954347252846, 0.02136412262916565, 0.015316544100642204, 0.025812581181526184, 0.0867462158203125, 0.007769443094730377, -0.0032497714273631573, 0.0002455153735354543, 0.08316932618618011, 0.008211788721382618, 0.040990348905324936, -0.06420765072107315, -0.04135657474398613, 0.023073794320225716, 0.0424480214715004, 0.0047681606374681, 0.010908066295087337, 0.021480046212673187, -0.014889311976730824, 0.01361227035522461, 0.08059997856616974, 0.015756091102957726, -0.01472095400094986, -0.037604670971632004, -0.0327548123896122, 0.011684602126479149, -0.045669954270124435, -0.027491647750139236, 0.008675266988575459, -0.010877343825995922, -0.001397829968482256, 0.07786240428686142, 0.022740047425031662, -0.0044898055493831635, -0.02535409666597843, 0.013592380098998547, 0.009837744757533073, 0.012524629011750221, 0.13974463939666748, 0.03092319704592228, 0.037944186478853226 ]
[ -0.01827831193804741, -0.015515887178480625, -0.014407921582460403, 0.03411073610186577, -0.016193853691220284, -0.027199026197195053, 0.005584524478763342, 0.015780078247189522, -0.002103090053424239, 0.015243272297084332, -0.012131423689424992, 0.02623073011636734, 0.019653577357530594, -0.011452870443463326, -0.003269817214459181, 0.009358450770378113, -0.01577289216220379, -0.016460467129945755, 0.04300925135612488, -0.0078065176494419575, -0.047587424516677856, 0.017843307927250862, -0.011426170356571674, -0.02265852876007557, -0.015445205383002758, 0.005116191692650318, -0.00429776543751359, -0.00906977429986, 0.011264611966907978, -0.12608271837234497, -0.021029602736234665, -0.030935602262616158, -0.01866256259381771, 0.004094488453119993, 0.011737403459846973, 0.013438177295029163, 0.030504729598760605, 0.004158549010753632, 0.012189632281661034, -0.00157662364654243, 0.010761656798422337, 0.01809626817703247, -0.006795009132474661, -0.030002139508724213, -0.016679339110851288, -0.011413409374654293, -0.035747598856687546, -0.009611725807189941, -0.003056261222809553, -0.048335593193769455, -0.013814601115882397, 0.007286046165972948, -0.015942206606268883, 0.008981093764305115, 0.02462582290172577, -0.025860965251922607, 0.015263089910149574, -0.0077266208827495575, -0.019149476662278175, 0.009300285018980503, -0.011611828580498695, 0.016141578555107117, -0.028106320649385452, -0.017682092264294624, -0.010152241215109825, -0.0013714642263948917, 0.01014930009841919, 0.010935395024716854, 0.0023944368585944176, 0.0015424920711666346, -0.04480159655213356, 0.0050825197249650955, -0.04345336928963661, -0.01501808874309063, -0.017122559249401093, 0.02399499900639057, 0.02140827663242817, 0.004208551719784737, 0.00931617897003889, 0.003369566285982728, -0.05365965515375137, 0.025209978222846985, 0.04076313599944115, 0.0020694134291261435, 0.015936588868498802, 0.018173616379499435, 0.008897249586880207, -0.006200627889484167, 0.03870994225144386, 0.030389701947569847, -0.016601311042904854, 0.004939451348036528, -0.015827398747205734, 0.009498422034084797, -0.05341735854744911, -0.015042640268802643, 0.024668771773576736, -0.0038684792816638947, -0.012651102617383003, 0.8600879907608032, -0.018121853470802307, 0.011960878036916256, 0.02936341054737568, -0.007379657588899136, 0.030226247385144234, -0.014070416800677776, 0.03334147110581398, -0.003934789914637804, 0.025923483073711395, -0.061051975935697556, -0.029821528121829033, 0.018791450187563896, 0.037836600095033646, 0.02825678512454033, 0.044953662902116776, -0.004564259201288223, 0.03580690920352936, -0.006911173462867737, 0.0024577088188380003, -0.013912007212638855, 0.04086510092020035, 0.016229169443249702, -0.005192131269723177, 0.02631600946187973, 0.032552581280469894, -0.1638479232788086, -0.0047591389156877995, -8.777375175287742e-33, 0.05921505019068718, -0.003783640218898654, -0.010892119258642197, 0.003892384236678481, 0.015738999471068382, 0.0072825090028345585, 0.004703901708126068, 0.04146838188171387, 0.008599809370934963, -0.005113033577799797, 0.004266340751200914, -0.029634537175297737, 0.036220792680978775, 0.001050044666044414, 0.048685893416404724, -0.0014581744326278567, -0.004125323612242937, 0.04078018665313721, -0.029883159324526787, 0.02375256083905697, -0.01134906243532896, -0.020978271961212158, 0.004916965030133724, -0.01696774922311306, 0.03396744653582573, 0.02498975582420826, 0.019459163770079613, 0.04640939086675644, -0.010278213769197464, -0.05358800292015076, -0.01887778379023075, -0.010408606380224228, 0.011950913816690445, 0.010975857265293598, -0.0038036713376641273, -0.04681231081485748, -0.010917739942669868, -0.0033988505601882935, -0.0109767597168684, 0.018868422135710716, -0.025659164413809776, -0.010956074111163616, -0.06299639493227005, -0.005647610407322645, -0.0016252270434051752, -0.01199851743876934, -0.015605644322931767, 0.017255786806344986, 0.003134729340672493, -0.026893269270658493, 0.004649076610803604, 0.05785662680864334, 0.016586123034358025, 0.007442571688443422, -0.010707937180995941, 0.014240654185414314, -0.0005381220253184438, 0.002110227942466736, 0.009787953458726406, 0.052604373544454575, 0.025522451847791672, -0.013050266541540623, -0.04419106990098953, 0.015631990507245064, 0.031857118010520935, -0.0317605696618557, 0.020341796800494194, 0.014993694610893726, 0.019992919638752937, -0.03473590314388275, -0.04747229814529419, -0.02488207072019577, 0.0016977727646008134, 0.002037654398009181, 0.01779082976281643, 0.003770900424569845, -0.00007340832962654531, 0.010655258782207966, 0.014989696443080902, 0.017186235636472702, 0.009370340965688229, 0.002496485598385334, -0.020278941839933395, -0.05906074866652489, -0.015994515269994736, -0.008316590450704098, 0.012369801290333271, -0.020752547308802605, -0.003064453834667802, -0.010846423916518688, 0.033093541860580444, 0.005858918186277151, 0.001402127556502819, -0.027111103758215904, -0.025638585910201073, 8.11237230708865e-33, -0.004542894195765257, -0.02069290541112423, -0.040838394314050674, 0.00898450892418623, 0.004930875729769468, -0.003800658043473959, 0.019671952351927757, 0.00544103654101491, -0.03537936881184578, 0.030137376859784126, 0.007081049028784037, -0.001792562659829855, -0.02655351720750332, 0.041863132268190384, 0.06214950978755951, 0.02001839503645897, 0.0032226203475147486, -0.03714153170585632, 0.02450304664671421, -0.008877292275428772, 0.04052148386836052, -0.0006232259329408407, 0.0012798188254237175, -0.024877723306417465, 0.0120193837210536, 0.04317621886730194, -0.002546423114836216, 0.016732679679989815, 0.010887999087572098, -0.015332954935729504, -0.0018078300636261702, 0.013053273782134056, 0.029879091307520866, -0.04350730776786804, -0.025507183745503426, 0.023830324411392212, -0.003215659409761429, -0.026695244014263153, 0.015055877156555653, -0.0003805334563367069, 0.04327020421624184, -0.001146972761489451, 0.001842766534537077, 0.03750186413526535, 0.01723400317132473, 0.016500284895300865, 0.002998172305524349, 0.0012039759894832969, -0.004795698449015617, 0.04023906588554382, -0.00961571279913187, -0.011774503625929356, 0.012440328486263752, -0.008352253586053848, -0.018469206988811493, -0.025676678866147995, -0.023236803710460663, -0.026696180924773216, -0.03840601444244385, 0.02107108384370804, 0.005338264163583517, -0.00526153901591897, -0.028224363923072815, 0.03167969360947609, -0.0512903593480587, -0.014078618958592415, 0.005702562630176544, -0.007365743163973093, 0.001885244157165289, -0.04024748504161835, -0.03227929398417473, -0.016593212261795998, -0.03324595466256142, -0.006441880017518997, 0.0015552234835922718, -0.004786600358784199, -0.0263309795409441, -0.0036996856797486544, -0.008683447726070881, 0.014888486824929714, 0.007443623151630163, -0.006854190956801176, -0.00032061347155831754, -0.0176852997392416, -0.005922977346926928, 0.019406510517001152, -0.025781361386179924, 0.02952742576599121, -0.03767769783735275, -0.042988371104002, -0.04254867136478424, -0.017013192176818848, -0.005278700962662697, 0.001379756024107337, -0.0019893557764589787, -1.3861609637899619e-8, -0.010919766500592232, 0.036344826221466064, 0.0007334259571507573, -0.004563997033983469, 0.01658787578344345, 0.02602672018110752, -0.03568115085363388, 0.006290125194936991, -0.04299071058630943, 0.024628300219774246, 0.027538631111383438, -0.0068504950031638145, -0.004244167357683182, -0.024459296837449074, 0.015581510961055756, -0.03447793424129486, -0.052197910845279694, 0.0038284100592136383, 0.03947988897562027, 0.01630582846701145, 0.056818343698978424, 0.03658873960375786, -0.04602779075503349, 0.011270873248577118, 0.006082333158701658, -0.030201949179172516, 0.03752259165048599, -0.06075232848525047, -0.027530401945114136, 0.0003205357934348285, -0.008403359912335873, -0.003997662104666233, 0.005780238192528486, 0.016439028084278107, -0.006191682536154985, -0.04780019074678421, -0.0013322883751243353, -0.013389350846409798, 0.010480652563273907, 0.002114219358190894, 0.004965418949723244, 0.01316140778362751, -0.0009942990727722645, -0.02596435323357582, -0.026136722415685654, -0.0005482524866238236, -0.022673606872558594, -0.004678644705563784, 0.01765792816877365, -0.04278228059411049, 0.018754785880446434, -0.00036886543966829777, 0.03103199042379856, 0.031432751566171646, 0.04356136545538902, 0.018472012132406235, -0.0018023173324763775, -0.0336628258228302, -0.025230517610907555, 0.050589241087436676, 0.0022871564142405987, 0.05344948545098305, -0.012230678461492062, -0.035828977823257446 ]
coding-reassessing-what-the-debugger-is-for
https://markhneedham.com/blog/2009/03/20/coding-reassessing-what-the-debugger-is-for
false
2009-03-18 10:44:48
Coding: Make it obvious
[ "coding" ]
[ "Coding" ]
One of the lessons that I've learned the more projects I work on is that the most important thing to do when coding is to do so in a way that you make life easier for the next person who has to come across that code, be it yourself or one of your team mates. I think the underlying idea is that we need to *make things as obvious as possible*. == Obvious naming This one seems like it should be so easy and yet it's incredibly easy to get it wrong. In a http://www.markhneedham.com/blog/2009/03/15/qcon-london-2009-the-power-of-value-power-use-of-value-objects-in-domain-driven-design-dan-bergh-johnsson/[presentation I watched by Dan Bergh-Johnsson] last week he talked about the need to name methods and classes in an obvious way because when a developer wants to implement some functionality they will spend a maximum of 30 seconds seeing whether it's been done before and if they don't find anything they'll do it themself. I recently started reading through http://www.amazon.co.uk/Code-Complete-Practical-Handbook-Construction/dp/0735619670/ref=sr_1_1?ie=UTF8&s=books&qid=1237325786&sr=8-1[Code Complete] again having left it on the shelf for the last 3 years and there are some excellent ideas in the book about the best way to name things in our code. Describing variables in terms of the problem domain instead of in terms of the technical solution i.e. describing the *what not the how* is one of the best pieces of advice from the chapter on variable naming. Beyond that we need to know what the *purpose of a variable is in a given context* otherwise it can be very easy to choose a name that will make no sense to someone later on. For example I recently named a variable 'DefaultCustomerDetails' to indicate that if that variable was set then that meant the customer details should be defaulted and not be editable. I thought it made sense but when a colleague read it they had no idea what I meant by it - what we actually wanted to say was 'AreCustomerDetailsEditable' which is what I should have named it! The purpose on this occasion was to indicate whether to show a read only or editable version of the customer details section of the page. == Obvious use of patterns This is one that was only recently pointed out to me by http://twitter.com/davcamer[Dave] when discussing the way I had implemented the http://www.markhneedham.com/blog/2009/01/21/c-builder-pattern-still-useful-for-test-data/[builder pattern] in our code base. I was trying to remove the need to call a 'Build' method by making use of http://www.markhneedham.com/blog/2009/02/22/c-implicit-operator/[C#'s implicit method] which I thought was a good idea to remove noise from the code, but as Dave pointed out wasn't what other people would expect when they came across the use of the pattern and therefore created confusion. I'm not sure whether this means that we should http://www.markhneedham.com/blog/2008/08/16/naming-the-patterns-we-use-in-code/[name all of the patterns we use in code] but I think at least we should *use them in a consistent way* and pick the most obvious pattern for the job rather than choosing a solution that may be clever but less clear to other people. Patterns are useful for helping to make our code more expressive and if we keep this idea in mind then I think it will guide us down the right path and not create a level of indirection in vain. == Obvious examples of API use In terms of obviousness our test code is just as important as our production code. Tests shouldn't have clutter in them and they should have just enough context needed to understand how the different objects in our system interact and the APIs available for each of them. Making use of the builder or object mother to *avoid polluting our tests with too much data*, following a *consistent pattern* such as 'Act-Arrange-Assert' in the tests so people can quickly work out what's going on as well as *naming tests accurately* all help in this aspect. == In Summary These are the main three areas where I've found being obvious can have the most benefit. I'm sure there are others that I haven't thought of so feel free to let me know your favourite ways of writing code that others on your team can use with ease.
null
null
[ 0.013573679141700268, 0.02164432592689991, -0.010560799390077591, 0.030300814658403397, 0.08103334903717041, 0.01668134145438671, 0.025108741596341133, 0.029346028342843056, 0.026991330087184906, -0.024663330987095833, -0.035870254039764404, -0.000033881420677062124, -0.06958330422639847, 0.028483275324106216, -0.0354967825114727, 0.07727259397506714, 0.08157258480787277, -0.0016282375436276197, 0.025602474808692932, 0.00965173076838255, 0.019438181072473526, 0.07240990549325943, 0.014856463298201561, 0.015823258087038994, 0.015268202871084213, 0.0259851086884737, -0.008823658339679241, 0.00964416190981865, -0.06114336475729942, 0.009350087493658066, 0.045573726296424866, 0.005440255161374807, 0.019048038870096207, 0.014165109023451805, -0.008239899761974812, -0.020535487681627274, -0.002421315060928464, -0.00497128302231431, 0.0008316682069562376, 0.03335599601268768, -0.06496762484312057, 0.03435878828167915, -0.0033553431276232004, -0.0007626708829775453, -0.04143594577908516, -0.01540010329335928, -0.05681128054857254, -0.0010920094791799784, -0.012150359340012074, -0.006532722618430853, -0.05185944586992264, 0.036748006939888, -0.01601366512477398, -0.0037578949704766273, -0.03473459929227829, 0.0575728677213192, 0.04688572883605957, -0.06645245105028152, 0.00040198236820288, -0.049408335238695145, 0.00039951608050614595, -0.0003387214965187013, 0.008444556035101414, 0.0457625687122345, 0.03496881574392319, -0.008711714297533035, -0.02355491742491722, 0.04094608128070831, -0.0410173274576664, -0.004490324296057224, -0.015372338704764843, 0.009615471586585045, -0.005295705981552601, -0.029046999290585518, -0.016954516991972923, -0.030103150755167007, 0.003876491216942668, 0.05869438499212265, 0.007186334580183029, 0.04757681116461754, -0.03606255352497101, 0.002101189224049449, 0.013823380693793297, 0.015709230676293373, -0.013148888945579529, -0.03394293412566185, -0.003942623268812895, -0.026066133752465248, -0.05240435525774956, 0.06237058714032173, 0.017123719677329063, -0.060533877462148666, 0.01742222160100937, 0.026369545608758926, -0.002138506155461073, -0.00808672234416008, 0.034226253628730774, -0.00040876262937672436, -0.016243206337094307, -0.002146912505850196, -0.037905726581811905, -0.028089094907045364, 0.01920922100543976, -0.016846267506480217, -0.0759599357843399, -0.008642683736979961, -0.041964076459407806, -0.003525607055053115, 0.010326886549592018, 0.008305514231324196, -0.032726071774959564, 0.024020930752158165, -0.028534213081002235, -0.0027250475250184536, -0.05713929980993271, 0.05428343638777733, 0.006842748261988163, -0.032982710748910904, 0.00003733004632522352, 0.010473424568772316, 0.03177112340927124, 0.012337698601186275, -0.013506182469427586, 0.08747731149196625, 0.013016476295888424, 0.021571191027760506, -0.010035818442702293, 0.05741267278790474, -0.011441024020314217, -0.06218722090125084, -0.015456389635801315, 0.03880523890256882, -0.03813663870096207, -0.018841411918401718, -0.00015260370855685323, -0.02403896674513817, -0.012840572744607925, 0.010944987647235394, 0.03257471323013306, 0.02956165000796318, -0.014898407272994518, -0.04329685494303703, 0.0077467793598771095, -0.009712450206279755, 0.03299300745129585, 0.009302117861807346, 0.0018170661060139537, -0.024193422868847847, -0.0336683988571167, -0.004768365994095802, -0.0044995504431426525, 0.032121624797582626, 0.03460254892706871, -0.030134176835417747, 0.017763737589120865, 0.07825285941362381, 0.018256887793540955, 0.02477952092885971, -0.0030899846460670233, 0.03889055550098419, 0.035832397639751434, 0.006152797490358353, 0.009016311727464199, 0.04143806919455528, 0.013706164434552193, -0.006549716927111149, 0.006948310416191816, 0.06710724532604218, -0.0039922697469592094, -0.017940491437911987, -0.05014616623520851, -0.03629602491855621, 0.06114580109715462, -0.04654397442936897, -0.03373168408870697, 0.0428658202290535, 0.0735393762588501, 0.011384421028196812, 0.05134228989481926, -0.010055739432573318, -0.06888981908559799, 0.01469504740089178, 0.0031110569834709167, 0.010454926639795303, 0.026862047612667084, -0.027948085218667984, 0.05565119534730911, 0.03454769775271416, 0.008821574971079826, 0.05359850451350212, -0.06997399777173996, -0.08047831058502197, -0.019125916063785553, -0.028727559372782707, 0.056644704192876816, -0.022067932412028313, 0.009115670807659626, 0.08832575380802155, 0.0159081369638443, 0.06712420284748077, 0.03371373936533928, 0.02281753160059452, 0.003865320235490799, -0.030384952202439308, -0.02428482472896576, 0.05274920165538788, 0.04404082149267197, 0.006189086940139532, -0.03642914444208145, 0.014093002304434776, 0.01497191097587347, -0.015207292512059212, 0.04995865002274513, -0.010867989622056484, 0.02000143751502037, 0.015544435940682888, 0.06108936294913292, -0.014911159873008728, 0.039730168879032135, -0.044730294495821, 0.012955429032444954, 0.021310068666934967, -0.006665784399956465, 0.00508069945499301, -0.007304289843887091, 0.13742873072624207, 0.05900847911834717, -0.032925188541412354, -0.04845510050654411, 0.01569204404950142, 0.007556552533060312, -0.06017753481864929, 0.008727640844881535, -0.008287094533443451, -0.0008854137267917395, 0.004783986136317253, -0.06189274787902832, -0.03018256276845932, 0.01495792344212532, -0.034095894545316696, 0.025141548365354538, 0.0721311867237091, -0.03921007737517357, 0.041305478662252426, -0.004822555463761091, 0.010577626526355743, -0.013296124525368214, -0.020410295575857162, -0.05021533742547035, 0.015392135828733444, 0.014437055215239525, -0.008962903171777725, 0.05513656884431839, -0.003427164163440466, -0.028704464435577393, -0.033983949571847916, -0.05733882635831833, 0.016107657924294472, 0.017949696630239487, 0.0697474330663681, -0.01238726545125246, 0.09714298695325851, -0.002985565457493067, 0.020971879363059998, 0.0029135551303625107, -0.06252974271774292, -0.02484813518822193, -0.029375700280070305, -0.0017452967585995793, 0.04613674432039261, -0.0007194402278400958, 0.04068862646818161, 0.0025615026243031025, 0.008385846391320229, -0.016264766454696655, -0.0029801353812217712, 0.029126901179552078, -0.004588962532579899, -0.016720827668905258, -0.02363492175936699, -0.03824996575713158, 0.03204409405589104, -0.03828451782464981, -0.03575914725661278, 0.006819245405495167, -0.08110490441322327, 0.04469551891088486, -0.07482197880744934, -0.06442320346832275, -0.012486926279962063, 0.013128171674907207, 0.04080687835812569, 0.000444023753516376, 0.030315732583403587, 0.08502369374036789, -0.02611582539975643, 0.001039949362166226, -0.02273719385266304, -0.00512353191152215, 0.04122372716665268, 0.0019665940199047327, 0.005470710340887308, 0.03132490813732147, 0.006395912729203701, -0.009458671323955059, -0.02660922147333622, 0.0359351709485054, -0.003711039898917079, -0.2579059898853302, 0.031356897205114365, -0.004571851808577776, -0.03986332565546036, 0.018146248534321785, -0.017424138262867928, 0.009029886685311794, -0.04867297783493996, -0.01967216096818447, 0.013479351066052914, -0.05298878252506256, -0.07529040426015854, -0.014548671431839466, 0.0505031943321228, -0.011465774849057198, 0.025358645245432854, 0.023699132725596428, -0.03556842356920242, -0.005762744694948196, 0.0519491545855999, -0.003921667113900185, -0.07182689756155014, 0.001526505802758038, 0.04091062769293785, 0.03143192455172539, 0.04910067841410637, -0.08955305814743042, 0.034160714596509933, -0.05698559060692787, 0.007371277082711458, 0.0011246753856539726, 0.02213171310722828, -0.0050788335502147675, -0.023464415222406387, -0.014898291788995266, -0.03248404338955879, 0.030066819861531258, -0.005646920762956142, -0.010628004558384418, 0.026130588725209236, -0.03915461152791977, -0.030422629788517952, -0.0210082046687603, 0.00007231208292068914, 0.07123420387506485, -0.001791975344531238, -0.08432179689407349, -0.003653568448498845, -0.043502192944288254, 0.07111302018165588, -0.023219039663672447, -0.02752280980348587, 0.01326941978186369, 0.0411430299282074, -0.01293734647333622, -0.022236838936805725, 0.006206851918250322, -0.017147686332464218, -0.03821144998073578, -0.049371350556612015, 0.011377662420272827, -0.0313662514090538, 0.005551135167479515, -0.05101998895406723, 0.02126568742096424, -0.06469554454088211, -0.05839383974671364, -0.004709168337285519, 0.07055968046188354, 0.037380632013082504, -0.033597733825445175, 0.022878065705299377, 0.009176881052553654, -0.11314016580581665, -0.007466400507837534, -0.021737664937973022, -0.009670848026871681, -0.01570180431008339, 0.00908248033374548, 0.01893811672925949, -0.025063544511795044, -0.06908246874809265, 0.022386400029063225, 0.02965714782476425, 0.01485284510999918, -0.01419111993163824, 0.0330292172729969, 0.01665298081934452, -0.01828274130821228, 0.009208555333316326, 0.06299300491809845, 0.0049788388423621655, -0.04115913808345795, -0.036417603492736816, 0.010669484734535217, 0.013016358017921448, 0.032373081892728806, -0.016071079298853874, 0.009451976045966148, 0.026967762038111687, -0.00785741861909628, -0.060168568044900894, 0.030856698751449585, -0.031080299988389015, -0.0016026354860514402, -0.020261650905013084, -0.04905980825424194, 0.0141364810988307, 0.030960597097873688, 0.0351172499358654, -0.008767700754106045, -0.02903597801923752, -0.01661258563399315, -0.05305285379290581, -0.04169060289859772, -0.04219767078757286, 0.009113140404224396, 0.037136368453502655, -0.009595933370292187, -0.03934114798903465, -0.045338090509176254, 0.013953223824501038, 0.024745004251599312, -0.007251996546983719, -0.06730440258979797, -0.03151995316147804, -0.007009530905634165, -0.032448310405015945, 0.030320504680275917, 0.016508402302861214, -0.012443040497601032, 0.040552787482738495, 0.006786814425140619, -0.05213587358593941, -0.0007007519016042352, -0.007341540884226561, -0.03838517889380455, -0.02221367508172989, -0.009133554063737392, -0.01900688372552395, 0.0036905717570334673, 0.015414400026202202, -0.0009380196570418775, 0.01372272614389658, 0.06475675106048584, 0.006263276096433401, 0.03565856069326401, -0.00671548442915082, 0.012658385559916496, 0.010808581486344337, -0.00902596302330494, -0.0945308655500412, 0.02213524654507637, -0.05405692011117935, -0.029876528307795525, -0.0354284793138504, 0.022020623087882996, -0.024800466373562813, -0.061993248760700226, -0.007280524354428053, 0.011350641027092934, -0.05198822170495987, -0.03534451499581337, -0.02176951989531517, 0.026224404573440552, 0.06101418659090996, -0.013486651703715324, 0.052969858050346375, -0.032444849610328674, 0.003838167991489172, 0.005808019544929266, 0.030266594141721725, -0.045945778489112854, -0.0009646311518736184, 0.021144291386008263, -0.02495429664850235, -0.012993725948035717, -0.01057312823832035, 0.028656186535954475, 0.03055724687874317, 0.03261764720082283, -0.014724131673574448, 0.005386930424720049, 0.01542364340275526, 0.05134207382798195, -0.004444997292011976, -0.014135496690869331, 0.010644007474184036, -0.01827891543507576, -0.0347505547106266, -0.04003841057419777, -0.026559606194496155, 0.00803179107606411, 0.03498737886548042, -0.034073375165462494, -0.06234896928071976, 0.039244599640369415, 0.03279881179332733, 0.017955314368009567, 0.029897606000304222, -0.002838288899511099, 0.006678023841232061, -0.028330855071544647, 0.03354910388588905, 0.059047818183898926, -0.04337909445166588, 0.017652718350291252, -0.012667308561503887, 0.023126838728785515, 0.012006849981844425, -0.0004966020933352411, -0.0468360036611557, -0.01358757633715868, -0.037879377603530884, 0.012244469486176968, -0.05195204168558121, -0.04026602581143379, -0.00409155897796154, 0.008234785869717598, -0.023098038509488106, 0.0009248171700164676, -0.015777111053466797, 0.02567310817539692, -0.027026178315281868, -0.012305648066103458, 0.009255578741431236, -0.03813624009490013, 0.025207843631505966, 0.04171673208475113, -0.028300661593675613, 0.00003720335735124536, -0.01097491942346096, 0.02252679131925106, 0.021991880610585213, -0.022085491567850113, -0.023174328729510307, -0.04911757633090019, 0.007691869977861643, -0.0010376668069511652, 0.05125371366739273, -0.011269088834524155, -0.03137298300862312, -0.04554475098848343, -0.00799641478806734, -0.05190577358007431, 0.00844423659145832, -0.043031688779592514, -0.011695371940732002, 0.029666388407349586, 0.06748010218143463, 0.015030348673462868, 0.024457382038235664, -0.002349422313272953, -0.006007574964314699, 0.044935401529073715, -0.06695923209190369, -0.008502055890858173, -0.03411317616701126, -0.0544624887406826, 0.004795872140675783, 0.018789708614349365, 0.046614259481430054, -0.026277704164385796, 0.05925925821065903, 0.03912621736526489, 0.05969319865107536, 0.018324142321944237, -0.011062825098633766, 0.03789186850190163, -0.05098876357078552, 0.016591211780905724, -0.09182270616292953, 0.02316935360431671, 0.010526388883590698, 0.015749163925647736, -0.019599607214331627, -0.002330770483240485, -0.04439815878868103, 0.05711141601204872, -0.0701240599155426, -0.029638323932886124, 0.046759724617004395, 0.00785475131124258, -0.000316452031256631, -0.0003968426026403904, -0.06921329349279404, -0.009530660696327686, 0.0434378981590271, -0.04730628803372383, -0.03213438391685486, -0.03813193365931511, 0.05468657240271568, 0.010583355091512203, 0.03274580091238022, -0.04298865795135498, -0.011611591093242168, 0.06171979382634163, 0.018147235736250877, 0.0020912911277264357, 0.03788469359278679, 0.0040061501786112785, 0.03365324065089226, 0.02673426829278469, -0.006303358823060989, -0.004749771673232317, 0.032926782965660095, -0.024623554199934006, -0.06493272632360458, 0.0031718581449240446, 0.012674118392169476, -0.04724516347050667, -0.03474783897399902, 0.066370889544487, 0.019929999485611916, -0.028860440477728844, -0.043663181364536285, 0.009974087588489056, -0.04558153450489044, -0.019084248691797256, -0.01936481148004532, -0.012059776112437248, -0.04297790303826332, 0.06387265771627426, 0.01824365369975567, -0.029490388929843903, 0.07313108444213867, -0.008580178022384644, -0.010269884951412678, -0.009320814162492752, 0.09284740686416626, 0.09885714948177338, 0.0506104975938797, -0.004241503309458494, 0.05677703022956848, -0.011850262060761452, -0.04392451420426369, 0.028390858322381973, -0.015688622370362282, -0.016538580879569054, -0.03105270303785801, 0.007313245441764593, 0.0389646515250206, -0.0021854634396731853, 0.07558285444974899, -0.038621075451374054, -0.010592903010547161, -0.0009362215059809387, 0.040458645671606064, 0.022692590951919556, 0.07191871851682663, 0.019254308193922043, 0.023922545835375786, 0.004468366503715515, -0.04043623432517052, 0.00965938251465559, -0.009955048561096191, -0.030090738087892532, 0.02225777693092823, -0.008567886427044868, 0.01339601632207632, 0.0012691671727225184, 0.02117663063108921, 0.07644132524728775, -0.048730168491601944, -0.02433495596051216, -0.01099320501089096, 0.052520859986543655, 0.0047190566547214985, 0.02253648266196251, -0.019284185022115707, -0.011912474408745766, -0.006064144428819418, -0.022324861958622932, -0.017732705920934677, -0.02060333453118801, -0.01223773043602705, 0.054437752813100815, -0.009533383883535862, -0.005743572488427162, 0.035366494208574295, 0.02343013696372509, -0.02193470671772957, -0.06770128011703491, -0.03180783987045288, -0.029875317588448524, -0.06282695382833481, -0.03620760515332222, 0.02474375069141388, -0.00665344437584281, -0.026994900777935982, -0.0022343588061630726, -0.012491745874285698, -0.035992011427879333, 0.04533686488866806, -0.062492772936820984, -0.022930679842829704, 0.030288076028227806, 0.012040525674819946, 0.04354377090930939, 0.02647157944738865, 0.015178631991147995, -0.016527879983186722, -0.003598511451855302, -0.009507326409220695, 0.003566014813259244, 0.03361590579152107, 0.016380582004785538, 0.009724424220621586, -0.07000426948070526, 0.03158692270517349, 0.016740474849939346, -0.0019471494015306234, -0.06764035671949387, 0.03617217391729355, -0.00213712640106678, -0.026111993938684464, 0.06789178401231766, -0.017191005870699883, 0.02284890040755272, -0.03931355103850365, -0.011912350542843342, 0.0036946467589586973, 0.018023811280727386, 0.03491954877972603, -0.016604889184236526, 0.09010197222232819, 0.030695248395204544, -0.011638032272458076, -0.04215703159570694, -0.03853601962327957, -0.02380533516407013, -0.004434620495885611, -0.014518403448164463, -0.030825603753328323, -0.04280037805438042, -0.0641150176525116, -0.02402433194220066, 0.02212652377784252, -0.038879502564668655, -0.02571875974535942, 0.011618917807936668, 0.04921204596757889, -0.030901052057743073, 0.034001756459474564, -0.039447035640478134, 0.04142404720187187, -0.018743833526968956, 0.0021735229529440403, 0.004406523425132036, 0.011227715760469437, -0.0057818954810500145, 0.02806425280869007, 0.016008321195840836, -0.040361735969781876, 0.00016856967704370618, -0.007206755690276623, 0.04075561463832855, 0.04248497262597084, -0.003084000665694475, 0.034920353442430496 ]
[ -0.08415605872869492, -0.0073807393200695515, -0.03360815346240997, -0.043894458562135696, 0.03749409317970276, -0.035127073526382446, 0.003388369223102927, 0.023003369569778442, 0.0048928395844995975, -0.01621062122285366, -0.005481916945427656, -0.019023148342967033, -0.015992319211363792, -0.015670184046030045, 0.08655527979135513, 0.03558393567800522, -0.006470699328929186, -0.027817998081445694, 0.009610847570002079, 0.010479838587343693, 0.034148216247558594, -0.022215189412236214, -0.042848531156778336, -0.012247643433511257, 0.03039892390370369, 0.02780814841389656, 0.02832064777612686, -0.027920855209231377, 0.02053174003958702, -0.19834767282009125, -0.009313536807894707, 0.03202679753303528, 0.05444328114390373, -0.022965047508478165, -0.005606665275990963, 0.052425455302000046, 0.011109843850135803, 0.04520323872566223, -0.017611099407076836, 0.03141208365559578, 0.022370878607034683, -0.0009348173043690622, -0.040094152092933655, -0.03935287892818451, 0.024752628058195114, 0.003148409305140376, 0.0019217735389247537, -0.0470084510743618, -0.031926658004522324, 0.02233589068055153, -0.043077144771814346, -0.04856609180569649, -0.04387948289513588, -0.02456561103463173, -0.012768296524882317, 0.03658692538738251, 0.027808910235762596, 0.0669798031449318, -0.007838044315576553, 0.0013650435721501708, 0.021292688325047493, -0.03856973350048065, -0.12320686876773834, 0.095555879175663, 0.048855774104595184, 0.046243034303188324, -0.024987149983644485, -0.006691538263112307, -0.017430346459150314, 0.10812531411647797, 0.0361001193523407, -0.015831729397177696, -0.026085669174790382, 0.07338079810142517, 0.006477802060544491, -0.010541203431785107, 0.00922526977956295, 0.010806468315422535, 0.04073292389512062, -0.057111456990242004, -0.026609955355525017, -0.01152058970183134, -0.005794665776193142, -0.020286520943045616, -0.04716572165489197, 0.03408513590693474, -0.005025625228881836, 0.04444301873445511, 0.054082583636045456, 0.020480914041399956, 0.05087549611926079, -0.035918138921260834, 0.03657913953065872, 0.017911743372678757, -0.07924695312976837, -0.01090067159384489, -0.011576361954212189, -0.005591763183474541, -0.053887199610471725, 0.42541974782943726, -0.051670413464307785, -0.03631892055273056, 0.07741299271583557, 0.007435754407197237, -0.008777997456490993, -0.0062383729964494705, 0.008848313242197037, -0.05342964455485344, 0.02990739420056343, -0.05029870569705963, 0.023904934525489807, 0.016010284423828125, 0.05442916229367256, -0.04028112068772316, -0.011281856335699558, 0.019595373421907425, 0.023942846804857254, 0.014066752977669239, 0.010021093301475048, -0.029144059866666794, 0.017702767625451088, 0.011687610298395157, 0.009566587395966053, 0.03390884771943092, -0.02838289551436901, -0.018012985587120056, 0.020481687039136887, 0.050079595297575, 0.02711624465882778, 0.018418999388813972, 0.06596332788467407, -0.03028687834739685, -0.05834709107875824, 0.008805696852505207, 0.00454335194081068, 0.019138570874929428, 0.039316944777965546, -0.006868232041597366, -0.014234981499612331, 0.019763082265853882, 0.0062727550975978374, 0.006056550424546003, 0.005622830241918564, -0.0018434569938108325, -0.05705249682068825, 0.1005035936832428, -0.018883194774389267, -0.027782708406448364, -0.012671442702412605, -0.05038017779588699, 0.004446861799806356, 0.02879357896745205, -0.011039845645427704, -0.06494132429361343, 0.013140597380697727, 0.015113551169633865, 0.11151506006717682, -0.01905529387295246, -0.0497073195874691, -0.015877610072493553, -0.019278980791568756, -0.021258961409330368, -0.046403780579566956, 0.026935826987028122, 0.05099182948470116, -0.10614972561597824, -0.012635565362870693, 0.006918075494468212, 0.021603746339678764, -0.07605399936437607, -0.012924001552164555, 0.015351753681898117, -0.035550907254219055, 0.0036302434746176004, 0.05573458969593048, -0.018727615475654602, -0.028707396239042282, 0.0070486851036548615, 0.07229048013687134, 0.013515869155526161, 0.032536718994379044, -0.002853237558156252, -0.030820336192846298, -0.00063860765658319, -0.01716267131268978, -0.08501774817705154, -0.050710879266262054, -0.011165169067680836, -0.04580112546682358, -0.011668607592582703, -0.013141983188688755, -0.03019341081380844, -0.06606367975473404, 0.06541778147220612, -0.023474762216210365, -0.02126932330429554, 0.0571468323469162, -0.010593239217996597, -0.016668075695633888, -0.022753000259399414, -0.03327374532818794, 0.03522433713078499, -0.011599544435739517, 0.038754500448703766, -0.06713059544563293, 0.03594603389501572, 0.08003196865320206, -0.05764790624380112, 0.06096503511071205, 0.06404505670070648, -0.04015921801328659, -0.02839118055999279, 0.018055487424135208, 0.005649177823215723, -0.027479883283376694, -0.022312136366963387, -0.012225108221173286, 0.05974538251757622, 0.006063280627131462, 0.014425433240830898, -0.0230894535779953, -0.0119710024446249, -0.017664968967437744, -0.33980581164360046, -0.0456027053296566, -0.018924007192254066, -0.02362031862139702, 0.01597355306148529, -0.04466807097196579, 0.01967918500304222, -0.011303174309432507, -0.053182680159807205, -0.00770511943846941, 0.0761341005563736, -0.03593172878026962, -0.008468744345009327, -0.10134818404912949, -0.013650868088006973, 0.005010734777897596, -0.026220005005598068, -0.03439377248287201, -0.02519930526614189, 0.01103481836616993, 0.0031098192557692528, 0.00048823608085513115, 0.0026464362163096666, -0.06418979167938232, -0.0342421755194664, -0.050607774406671524, 0.09764225035905838, -0.013002108782529831, 0.1259579062461853, -0.026901070028543472, 0.058288052678108215, -0.024602781981229782, 0.027416374534368515, -0.09731550514698029, 0.02092871069908142, -0.03437366709113121, -0.020753107964992523, 0.013167730532586575, 0.02193339169025421, -0.029105916619300842, -0.0305095873773098, 0.0019877648446708918, -0.04290120303630829, -0.014954210259020329, -0.059136249125003815, 0.027464020997285843, -0.03900812193751335, -0.05477649345993996, -0.012211780995130539, 0.07366091758012772, 0.025553517043590546, 0.012177955359220505, 0.022217001765966415, 0.009277368895709515, 0.0017585898749530315, -0.039374519139528275, -0.06599767506122589, 0.018729254603385925, 0.011483891867101192, 0.0008166375919245183, 0.02933325245976448, 0.040428031235933304, 0.024121925234794617, -0.05305565148591995, -0.006586345378309488, 0.011483685113489628, 0.004804134368896484, -0.0026929567102342844, 0.044061534106731415, -0.03059024177491665, -0.03228898346424103, 0.11400309950113297, 0.028742752969264984, -0.030568746849894524, 0.022916799411177635, 0.014507650397717953, -0.019061123952269554, 0.01803446188569069, 0.024282004684209824, -0.017302416265010834, 0.03212258964776993, -0.009411482140421867, 0.04573027417063713, -0.03391079604625702, 0.01645815186202526, 0.02783435396850109, -0.00630998658016324, -0.018032381311058998, 0.04012254253029823, 0.001688447780907154, -0.04399210587143898, -0.00031860353192314506, 0.005367249716073275, -0.04305993765592575, 0.0834166407585144, -0.005996644962579012, -0.2463158369064331, 0.0234700795263052, 0.06965044140815735, 0.05146371200680733, 0.005352597683668137, 0.040821097791194916, 0.030971961095929146, -0.06479252129793167, 0.02946312353014946, 0.014744475483894348, 0.01922747679054737, -0.0016486492240801454, 0.010508421808481216, -0.008069349452853203, 0.04232759028673172, -0.002459189621731639, 0.050526395440101624, -0.02986542321741581, 0.01844867318868637, -0.0011298814788460732, 0.031961336731910706, -0.006382053717970848, 0.1765754520893097, -0.03426797315478325, 0.06235300004482269, -0.004867402371019125, -0.011892871931195259, 0.030525334179401398, 0.08837027102708817, 0.024380475282669067, 0.002831970574334264, -0.00892074778676033, 0.07246360927820206, -0.001139968167990446, 0.029763730242848396, -0.07107328623533249, -0.02067158930003643, -0.00958764273673296, 0.028501251712441444, -0.006790397688746452, 0.0253292266279459, -0.0013460745103657246, -0.038821812719106674, 0.026909755542874336, 0.06727896630764008, 0.03674896061420441, 0.011495321057736874, -0.03809458762407303, -0.050960734486579895, -0.009262753650546074, -0.045493632555007935, -0.015306021086871624, -0.010298124514520168, -0.009396253153681755, 0.006737797521054745, 0.048146843910217285, 0.04306379333138466, -0.017453355714678764, -0.03413642942905426, 0.0008166173356585205, -0.03230856731534004, -0.038912903517484665, 0.13249579071998596, 0.04080215469002724, 0.020192032679915428 ]
[ -0.045336462557315826, 0.046429675072431564, -0.028064079582691193, 0.029893573373556137, -0.027044739574193954, 0.0005523438449017704, 0.008633253164589405, 0.010580583475530148, -0.012332362122833729, 0.020455310121178627, -0.005381705705076456, 0.030829044058918953, 0.017917625606060028, -0.023319315165281296, 0.03867941349744797, 0.009223618544638157, 0.01700071431696415, -0.02943846769630909, 0.023754561319947243, -0.0018072410020977259, 0.012672632932662964, 0.0431082621216774, -0.022913770750164986, 0.003081546863541007, 0.0004832432314287871, 0.01887696050107479, 0.020995670929551125, -0.00356086902320385, 0.020374977961182594, -0.12950864434242249, -0.049457356333732605, -0.02748909778892994, -0.011515355668962002, 0.01998591050505638, 0.007224645931273699, 0.01275625266134739, 0.017899082973599434, 0.05035886541008949, 0.025956328958272934, -0.016849718987941742, -0.0031878070440143347, -0.03689395263791084, 0.011378709226846695, 0.009025152772665024, -0.028732478618621826, 0.001238161465153098, -0.0070157889276742935, -0.03382832184433937, -0.0022179894149303436, -0.05180613696575165, -0.007891848683357239, -0.041270483285188675, -0.010263588279485703, -0.012942027300596237, 0.045551467686891556, -0.007984847761690617, 0.030919330194592476, -0.009824109263718128, 0.014039241708815098, -0.019125843420624733, -0.02304476872086525, -0.011192689649760723, -0.05781135708093643, -0.010253718122839928, 0.004458754323422909, 0.0001533664617454633, -0.01285488810390234, 0.021126417443156242, -0.04656578227877617, -0.0007382913026958704, -0.0005377679481171072, -0.018414540216326714, -0.008012660779058933, -0.03752123564481735, 0.0028169946745038033, 0.015739111229777336, 0.01373372320085764, -0.02890445478260517, 0.04249470308423042, -0.02063346840441227, -0.03047466091811657, 0.019684959203004837, -0.013317779637873173, 0.015656905248761177, 0.005989246070384979, 0.010608155280351639, 0.0079765934497118, -0.007822933606803417, -0.00383575982414186, -0.007259680889546871, -0.027848057448863983, 0.01853928156197071, -0.01678215153515339, 0.007496342994272709, -0.06920110434293747, -0.024867814034223557, -0.008682030253112316, -0.0435432568192482, -0.020573150366544724, 0.8614810705184937, 0.010716571472585201, 0.03625207394361496, 0.05230741202831268, 0.019843174144625664, -0.00983139593154192, -0.019705312326550484, 0.0005015265778638422, 0.04559929296374321, 0.017128335312008858, -0.04920177161693573, -0.012466455809772015, 0.0166904479265213, 0.0029030574951320887, -0.024251138791441917, 0.025022827088832855, 0.006601564586162567, 0.0066915228962898254, 0.005391991697251797, -0.012932361103594303, -0.009171727113425732, 0.0240040123462677, -0.012749796733260155, 0.0049155401065945625, 0.008513801731169224, 0.023495998233556747, -0.17579875886440277, 0.016413327306509018, -8.854628664023783e-33, -0.007534001022577286, 0.015083059668540955, 0.011536292731761932, 0.011990508995950222, 0.010006237775087357, 0.020668329671025276, 0.029095450416207314, 0.02737119421362877, 0.03320484980940819, 0.006477277725934982, -0.0021638229954987764, 0.010837187990546227, 0.04758347570896149, -0.015173010528087616, 0.017733773216605186, -0.007467104122042656, 0.003189014969393611, 0.02401433326303959, -0.00263376347720623, 0.0053929430432617664, 0.05226779356598854, 0.016671886667609215, 0.01439721044152975, 0.019571317359805107, 0.024179689586162567, -0.010433349758386612, 0.0043600620701909065, 0.011589203029870987, 0.010013914667069912, -0.04263758659362793, 0.013445761054754257, 0.050175972282886505, 0.0059378319419920444, -0.029848642647266388, -0.01946946419775486, -0.03140083700418472, 0.02314923331141472, -0.007017462980002165, -0.004960863385349512, -0.03381471335887909, -0.03586837276816368, 0.005836002063006163, -0.039492420852184296, 0.025345997884869576, -0.03785834461450577, -0.004249196499586105, 0.022880572825670242, 0.0030771163292229176, 0.013864966109395027, 0.01584022492170334, -0.02453126572072506, 0.007864712737500668, -0.018336163833737373, 0.0324053019285202, -0.01613791100680828, 0.00722889369353652, -0.009332318790256977, -0.0015012018848210573, 0.021237170323729515, -0.016483144834637642, 0.002928519155830145, -0.00188918795902282, -0.0053605251014232635, -0.011629411950707436, -0.01165627222508192, -0.017358776181936264, 0.010205176658928394, -0.016448643058538437, -0.009585595689713955, -0.010577792301774025, -0.03535221889615059, 0.00032091973116621375, -0.014825567603111267, -0.02864530310034752, 0.024709008634090424, -0.011325602419674397, -0.001610460109077394, 0.03309132531285286, -0.019573429599404335, 0.008142714388668537, -0.00408488605171442, 0.0035051109734922647, 0.027750369161367416, -0.0012499188305810094, 0.01204603724181652, -0.009201902896165848, 0.04539467766880989, -0.016146278008818626, -0.029874444007873535, 0.004011058248579502, 0.017878901213407516, -0.008429201319813728, 0.013926053419709206, -0.008693345822393894, -0.00982324592769146, 8.470818003536798e-33, -0.0017264566849917173, -0.009934510104358196, -0.022412478923797607, -0.004020511172711849, 0.026203474029898643, -0.014880005270242691, -0.010446933098137379, -0.014068908989429474, -0.04559969902038574, 0.049063537269830704, -0.01978691667318344, -0.007678529713302851, -0.041691917926073074, -0.0047644940204918385, 0.05817669630050659, 0.003887837752699852, 0.00024918036069720984, -0.03633398562669754, 0.024096651002764702, 0.02059539221227169, 0.04796203598380089, 0.01581514999270439, 0.009153220802545547, -0.005303307436406612, -0.011846562847495079, 0.05900375545024872, -0.04338068142533302, 0.007821429520845413, 0.002498503075912595, -0.000854148471262306, -0.023847291246056557, 0.01155787706375122, 0.005718412343412638, -0.006984739564359188, -0.05658342316746712, 0.01871642656624317, 0.005678466521203518, -0.021078668534755707, 0.015367311425507069, 0.014688747003674507, 0.019623026251792908, -0.01120846439152956, 0.0034375335089862347, 0.02706337347626686, -0.013412091881036758, -0.03579699248075485, 0.021847007796168327, -0.029587317258119583, -0.005888380575925112, 0.02681000716984272, 0.016558488830924034, -0.027183113619685173, 0.01892191730439663, 0.02828359790146351, -0.019652755931019783, -0.027631213888525963, -0.0012064736802130938, 0.004329097922891378, 0.013624337501823902, -0.0018699162174016237, -0.0054099359549582005, 0.006427404470741749, -0.0132119907066226, 0.014159336686134338, -0.06002838537096977, -0.02525459975004196, 0.018176425248384476, -0.0029353792779147625, 0.03873453661799431, -0.03772668540477753, -0.05805433914065361, 0.003425904316827655, 0.005089299287647009, 0.019104748964309692, -0.02450767531991005, -0.021263133734464645, -0.0237985011190176, -0.00949731282889843, -0.017434855923056602, 0.00021042520529590547, 0.02389129064977169, 0.01893104426562786, 0.012969888746738434, -0.02369759790599346, -0.01667524129152298, 0.011357898823916912, 0.0216927882283926, 0.0047428421676158905, 0.018114950507879257, -0.02490573562681675, -0.03986985981464386, -0.009936337359249592, 0.00992321502417326, 0.026446515694260597, -0.014803465455770493, -1.4099748035789617e-8, -0.0058639091439545155, 0.03347134217619896, 0.0014117499813437462, 0.01197567768394947, 0.02230493165552616, -0.01080057118088007, 0.008503107354044914, 0.004780309274792671, -0.019764166325330734, 0.006757641676813364, 0.06155803054571152, -0.0250166617333889, 0.021363841369748116, 0.015540835447609425, -0.0001372081896988675, -0.015930084511637688, -0.025526100769639015, -0.0026609983760863543, 0.02713993564248085, 0.024849703535437584, -0.0024791895411908627, 0.04744518920779228, -0.01700805500149727, -0.022162210196256638, 0.050861988216638565, 0.033809129148721695, 0.0062637063674628735, -0.09404561668634415, 0.010771313682198524, 0.019060567021369934, -0.0031643901020288467, -0.017261924222111702, -0.011219021864235401, 0.03249889239668846, -0.011729693040251732, -0.019127795472741127, 0.020021608099341393, 0.012029017321765423, 0.008459240198135376, 0.010845767334103584, -0.010922565124928951, -0.015397170558571815, -0.02916063368320465, -0.003978600259870291, -0.03078373707830906, -0.009908156469464302, -0.01804683543741703, -0.009761756286025047, 0.03360016271471977, 0.015150087885558605, -0.0325218141078949, 0.023563381284475327, 0.007964168675243855, -0.007717812433838844, -0.008603755384683609, -0.01325625367462635, -0.020692210644483566, -0.012083245441317558, -0.047175996005535126, -0.013940834440290928, -0.00309456093236804, 0.030020931735634804, -0.034476496279239655, -0.02464403584599495 ]
coding-make-it-obvious
https://markhneedham.com/blog/2009/03/18/coding-make-it-obvious
false
2009-03-29 16:54:05
Pair Programming: From a Lean angle
[ "pair-programming" ]
[ "Pair Programming" ]
I recently watched a http://www.markhneedham.com/blog/2009/03/25/qtb-lean-times-require-lean-thinking/[presentation about lean thinking] and I started seeing parallels in a lot of what they were saying with the benefits that I believe we see in projects when the team pair programs. == Big Picture vs Local Optimisations One of the biggest arguments used against pair programming is that we get half as much work done because we have two people working on one computer. Even if we ignore the immediate flaws in that argument I think this is a case of looking at individual productivity when in fact what we really care about is the http://www.markhneedham.com/blog/2008/09/16/team-productivity-vs-individual-productivity/[team's productivity] i.e. looking at the *local optimisations instead of the big picture*. I've worked on teams which pair programmed the whole time and teams where pair programming was less prevalent and the difference in how well the knowledge of the code base was spread throughout the team is massively different. When you have developers working alone knowledge sharing is much lower - people tend to become quite specialised in one area of the code meaning that the next time there's work around that area they do it and so it spirals on and on until you're completely reliant on them. If that person is then http://en.wikipedia.org/wiki/Bus_factor[ill for a day] we have a big problem doing any work in that area. == In terms of waste There were http://www.leanmap.com/index.php?categoryid=74[8 different types of waste] described in the presentation: * Extra features (Over Production) * Delays (Wait and Queue) * Hand-Offs (Internal Transport) * Re-learning (Over Processing) * Partially done work (Inventory) * Task switching (Motion) * Defects * Unused Employee Creativity When people are working alone they may try to pass on their knowledge to others in the team but it's never as effective as if the other person has worked on the problem with them at the same time - there is always some information lost in a hand over - the waste of *internal transport*. In the event that a person with a lot of knowledge in a certain area of the code base is ill then someone else will end up having to pick up where they left off and learn how the code works from scratch - the waste of *over processing*. This applies beyond just the simple situation where someone is ill - when pair programming is not being practiced people have less idea about the problems their colleagues have already solved since the benefits we would normally achieve by rotating pairs are not achieved. http://wwwbruegge.informatik.tu-muenchen.de/pub/Lehrstuhl/DesignRationaleSoSe2005/cockburn00costs.pdf[Research] http://agilesoftwaredevelopment.com/blog/artem/pair-programming-what-researches-say[suggests] that pair programming can lead to a reduction in *defects* in the code produced due to the fact that we always have two people looking at the code. I think this is only true if both people in the pair are engaged - http://blog.jayfields.com/2007/09/distracted-pair.html[if one person isn't] then I can't see how the defect count would change compared to having people work alone. One of the other benefits I have found with pair programming is that it really makes you think about the value that you are adding by writing a certain piece of code. I think we are much less likely to http://www.codinghorror.com/blog/archives/000150.html[gold plate] with two people at the computer rather than just one. We therefore don't end up with unnecessary *extra features* which don't really add that much value to the customer. When it comes to *task switching* I think this will always happen to an extent within a project team - people are often called away from the story work they are doing to help out with something else. When they are pairing this isn't as disruptive since their pair can continue working on the problem until they return. If people work alone then the story work will end up on hold until they return and take the time to regain the context to continue. It's arguable but I've noticed that due to the extra discussions that happen when people are pair programming there tends to be more focus on ways to improve the way that things are being done, be it the way the code is being written, the way the tests are designed or the processes being followed. I feel pair programming encourages *employee creativity* which can only be a good thing as far as I'm concerned. I can't think of any obvious ways that pair programming would reduce the other two types of waste but I find it interesting that the majority of them are covered. == In Summary This was just a brief look at what I consider to be one of the most effective team learning tools available to us from the angle of a methodology which recognises that learning quickly is important for successful delivery of software projects. Every time I see pair programming not being done I become more convinced of its value.
null
null
[ 0.044783785939216614, 0.014889970421791077, -0.007942787371575832, 0.0432988740503788, 0.07449746131896973, 0.022390633821487427, 0.023220978677272797, 0.06339936703443527, 0.01765487529337406, -0.02893443964421749, -0.025342246517539024, -0.01302171777933836, -0.05664095655083656, 0.015227199532091618, -0.03988257795572281, 0.06596343219280243, 0.06676247715950012, -0.007170663680881262, 0.01606542430818081, 0.03459634259343147, 0.05693022161722183, 0.08826889097690582, 0.020742224529385567, 0.03202520310878754, 0.04675818234682083, 0.005930491257458925, -0.00006276487692957744, -0.007302038837224245, -0.04858329892158508, -0.012285469099879265, 0.05692708492279053, -0.016124539077281952, 0.016568632796406746, 0.004986944142729044, 0.017049849033355713, -0.0136445676907897, -0.004122490994632244, 0.018594801425933838, 0.020453138276934624, 0.007069980259984732, -0.06892316043376923, 0.04446623846888542, -0.007966967299580574, -0.007534554228186607, -0.05886286869645119, 0.015024444088339806, -0.04717221483588219, 0.010182538069784641, -0.01775074191391468, -0.0074566989205777645, -0.06880628317594528, 0.014174905605614185, 0.007739174645394087, 0.0009884338360279799, -0.014193594455718994, 0.04284494370222092, 0.01259070634841919, -0.06954144686460495, -0.006786741781979799, -0.04367449879646301, 0.015388756059110165, -0.007301912177354097, -0.012055829167366028, 0.029755374416708946, 0.045981355011463165, -0.04151451960206032, 0.008876372128725052, 0.03995547816157341, -0.029631920158863068, 0.006074960343539715, -0.01926439255475998, 0.01325440127402544, -0.03391459956765175, -0.006849405821412802, -0.006899572908878326, -0.0588422454893589, 0.008807079866528511, 0.06116027757525444, 0.021085890009999275, 0.05060394108295441, -0.013602171093225479, 0.04085507243871689, -0.02212529070675373, 0.03060941770672798, -0.012775048613548279, -0.018775861710309982, 0.014455797150731087, -0.044727109372615814, -0.06350171566009521, 0.06262467801570892, -0.008433793671429157, -0.055768679827451706, 0.01154365949332714, 0.04043673351407051, -0.016787488013505936, 0.02396821416914463, 0.028882579877972603, 0.027961788699030876, -0.009260606952011585, -0.025890985503792763, -0.02703811600804329, -0.04011726379394531, 0.001403599395416677, 0.013238517567515373, -0.05945469066500664, 0.006780615076422691, -0.004445831291377544, -0.006502366624772549, -0.0031184314284473658, 0.009462659247219563, -0.033037520945072174, 0.024316664785146713, -0.024912070482969284, 0.00436436990275979, -0.06811751425266266, 0.04981930926442146, -0.010490134358406067, -0.04691845178604126, -0.015584857203066349, 0.0047013526782393456, 0.02735556662082672, 0.02537107653915882, -0.013636444695293903, 0.07488444447517395, -0.0020778917241841555, 0.028333956375718117, -0.03277643769979477, 0.040129926055669785, -0.024891303852200508, -0.06067204102873802, 0.002601632848381996, 0.056255973875522614, -0.04447906091809273, -0.016888782382011414, -0.009714233689010143, -0.03241415321826935, -0.0023267532233148813, 0.002341677900403738, 0.008053875528275967, 0.0560360886156559, -0.007585685700178146, -0.03445517644286156, 0.03563651442527771, 0.033101584762334824, 0.009034591726958752, -0.010900969617068768, -0.008525850251317024, -0.013724875636398792, -0.03497980162501335, -0.030938303098082542, 0.0033337774220854044, 0.012149269692599773, 0.03997781500220299, -0.05028332397341728, 0.03814668208360672, 0.10315185785293579, 0.05075688287615776, -0.011057385243475437, -0.011066485196352005, 0.032177358865737915, 0.009297962300479412, 0.029551368206739426, 0.005726645700633526, 0.01823529787361622, -0.000050839567848015577, -0.01155084278434515, 0.004133559297770262, 0.024363717064261436, 0.00299216341227293, 0.008561421185731888, -0.04865098372101784, -0.03842722252011299, 0.048304103314876556, -0.058749858289957047, -0.027407189831137657, 0.04373462498188019, 0.07231048494577408, 0.04106029495596886, 0.04053422436118126, 0.008871329948306084, -0.06979519128799438, 0.02729353867471218, 0.015524126589298248, 0.031234510242938995, 0.035695791244506836, -0.021599076688289642, 0.0595695823431015, 0.04294382035732269, -0.0066158948466181755, 0.03173078969120979, -0.07030493021011353, -0.07694292813539505, -0.01713542267680168, -0.024939820170402527, 0.05298933759331703, -0.04088154807686806, 0.028047429397702217, 0.059544533491134644, 0.010481191799044609, 0.04895152151584625, 0.021185187622904778, -0.0009012016816996038, 0.022177519276738167, -0.04429209604859352, -0.0404023639857769, 0.07715693861246109, 0.0524209588766098, -0.0007318125572055578, -0.07626940310001373, 0.022449642419815063, -0.004725182428956032, -0.0015549160307273269, 0.031864721328020096, 0.002007867908105254, 0.04872826114296913, 0.0017219176515936852, 0.05208359658718109, -0.02099534310400486, 0.0554363913834095, -0.048630982637405396, 0.017675790935754776, 0.010857068933546543, -0.01448091771453619, 0.0044599613174796104, 0.00937116239219904, 0.10808050632476807, 0.06259812414646149, -0.06424830853939056, -0.04599885269999504, 0.04593244194984436, 0.019417496398091316, -0.034190863370895386, -0.013030624948441982, 0.007507154252380133, -0.0012394203804433346, 0.01695198193192482, -0.055644433945417404, -0.02208363264799118, 0.012595422565937042, -0.04450506344437599, -0.015997961163520813, 0.03717838600277901, -0.02174980565905571, 0.05064832791686058, -0.001028459402732551, -0.02907414361834526, -0.018622124567627907, -0.004620696417987347, -0.05914861336350441, 0.000008135062671499327, -0.009405210614204407, -0.0039816987700760365, 0.06505231559276581, -0.025324484333395958, -0.03735560178756714, -0.05905283987522125, -0.016881747171282768, 0.014262976124882698, 0.059581439942121506, 0.057465288788080215, -0.019299520179629326, 0.0636170506477356, -0.012364281341433525, 0.03177294507622719, 0.00023237275308929384, -0.04099332541227341, -0.047854989767074585, -0.0294070802628994, 0.001262235571630299, -0.00010512672452023253, 0.011168953962624073, 0.004188741557300091, 0.0012525328202173114, 0.016641782596707344, -0.016067050397396088, -0.01321197859942913, 0.006882847286760807, 0.008248466067016125, -0.005469805561006069, -0.03064694255590439, 0.002253736136481166, 0.042495619505643845, -0.023333197459578514, -0.00789943803101778, -0.004055612254887819, -0.06559213250875473, 0.029696261510252953, -0.08252432197332382, -0.052109282463788986, 0.0040891352109611034, 0.0292910635471344, 0.03196600079536438, -0.007263608742505312, 0.007758778519928455, 0.07029340416193008, 0.01690143719315529, 0.01796160638332367, -0.005241097882390022, 0.008070642128586769, 0.04118146002292633, 0.03272201865911484, 0.006763463374227285, 0.04497764632105827, -0.001745161833241582, -0.023121241480112076, -0.051602140069007874, 0.04997183009982109, -0.0388561487197876, -0.28959745168685913, 0.048682406544685364, 0.015043712221086025, -0.03779488429427147, 0.036547668278217316, -0.023028191179037094, 0.0015881048748269677, -0.053936153650283813, -0.015087041072547436, 0.014055396430194378, -0.03160645812749863, -0.03794596716761589, -0.023814475163817406, 0.046509332954883575, -0.011059151962399483, 0.035306625068187714, 0.007892385125160217, -0.030676214024424553, 0.02150890603661537, 0.05625965818762779, -0.0060439095832407475, -0.07439466565847397, -0.02160334773361683, 0.04665186628699303, 0.05508103221654892, 0.0625140592455864, -0.08306878805160522, 0.046091970056295395, -0.05745857581496239, 0.004641571547836065, -0.0021636292804032564, 0.009602298960089684, -0.0010902649955824018, -0.03287725895643234, -0.00010697200195863843, -0.02510395087301731, 0.04041129723191261, -0.0043285866267979145, 0.006339543033391237, 0.020512815564870834, -0.04047529026865959, -0.025606194511055946, 0.017521530389785767, 0.019143663346767426, 0.06027870252728462, 0.021878527477383614, -0.08558318763971329, -0.0031345190946012735, -0.026118308305740356, 0.06520111858844757, -0.04211064428091049, -0.031419042497873306, -0.00806387048214674, 0.03929758444428444, -0.01816055364906788, -0.044756993651390076, -0.0009517493890598416, -0.01680479757487774, -0.033733535557985306, -0.02626992017030716, -0.01922142319381237, -0.012287252582609653, -0.0272307600826025, -0.048366643488407135, -0.008557463996112347, -0.05344715714454651, -0.05212927609682083, -0.008957148529589176, 0.06739788502454758, -0.0008041351102292538, -0.03969883546233177, -0.007427932228893042, -0.00232602097094059, -0.10615521669387817, -0.007644021417945623, 0.007852708920836449, -0.037664733827114105, 0.015549085102975368, 0.031810227781534195, 0.03660786524415016, -0.00041708696517162025, -0.06509582698345184, 0.026678767055273056, 0.004366935696452856, 0.05017149820923805, -0.013350470922887325, 0.042331308126449585, 0.013760783709585667, -0.01222173497080803, 0.017525043338537216, 0.06291278451681137, 0.006274562794715166, -0.02768111601471901, -0.01228469330817461, 0.019312210381031036, 0.010145270265638828, 0.011874789372086525, 0.0022614861372858286, -0.007066057063639164, 0.023826083168387413, -0.018493758514523506, -0.048137109726667404, -0.0016451284755021334, 0.008978473953902721, -0.017483938485383987, -0.01929325796663761, -0.027109568938612938, 0.04411553964018822, 0.03294198587536812, 0.04380464926362038, 0.0003349677426740527, -0.014827165752649307, -0.0007785422494634986, -0.03589430823922157, -0.027091220021247864, -0.012487126514315605, -0.004323369823396206, 0.03350908309221268, 0.005262430757284164, -0.024736015126109123, -0.05916687101125717, 0.013265342451632023, -0.01878543198108673, -0.0023726217914372683, -0.08427727967500687, 0.006028523202985525, -0.028715115040540695, -0.0349116213619709, 0.0111332843080163, 0.023411940783262253, -0.032616350799798965, 0.022704338654875755, 0.02454361505806446, -0.04053093492984772, 0.0063498117960989475, -0.0322379469871521, -0.061163585633039474, -0.03338191658258438, -0.012317891232669353, -0.008901365101337433, 0.012873740866780281, 0.03821329027414322, 0.010083243250846863, 0.0074414899572730064, 0.03657658025622368, 0.021091971546411514, 0.003995947539806366, -0.027441371232271194, 0.014267869293689728, 0.0018238339107483625, 0.026075663045048714, -0.0766243115067482, 0.006026985589414835, -0.03334280103445053, -0.012443410232663155, -0.021717539057135582, 0.02868214063346386, -0.019698655232787132, -0.04342104494571686, -0.015889322385191917, 0.02062668837606907, -0.04285082221031189, -0.05567497760057449, -0.03890456631779671, 0.041802313178777695, 0.05232800915837288, 0.008572052232921124, 0.011195150204002857, -0.01988578401505947, -0.012807249091565609, -0.005307374522089958, 0.007381397765129805, -0.07391049712896347, -0.01955399103462696, 0.014411265030503273, 0.0031810104846954346, 0.007371219806373119, -0.002218389417976141, 0.04646935313940048, 0.016534442082047462, 0.005167361348867416, -0.009790956042706966, 0.02584303542971611, 0.010251774452626705, 0.031712617725133896, 0.019870955497026443, -0.007902462035417557, -0.006410446483641863, -0.013529451563954353, -0.026344500482082367, -0.046797994524240494, -0.017559630796313286, -0.009920206852257252, 0.014286397024989128, -0.0307394377887249, -0.060421500355005264, 0.04720114544034004, 0.030573444440960884, 0.0073148878291249275, 0.017030712217092514, -0.026257233694195747, 0.01491235475987196, -0.0224890299141407, 0.024056451395154, 0.08499234169721603, -0.05204358696937561, 0.016062697395682335, 0.009584513492882252, -0.0005231454269960523, 0.0001534535549581051, -0.023011233657598495, -0.011974859982728958, -0.03885316476225853, -0.03212356939911842, 0.008161017671227455, -0.06778404116630554, -0.012097492814064026, -0.021810203790664673, 0.0001467940746806562, 0.0018761677201837301, -0.011832986027002335, -0.010277786292135715, -0.024140935391187668, -0.02559528313577175, -0.024269817396998405, 0.017578713595867157, -0.0381021723151207, 0.0033022859133780003, 0.021170983090996742, -0.0342334508895874, -0.01620994322001934, -0.02325211465358734, 0.016656748950481415, 0.009794095531105995, -0.011772840283811092, -0.0013395403511822224, 0.004009508993476629, -0.008518030866980553, 0.022873656824231148, 0.022587640210986137, -0.011424998752772808, -0.03340788185596466, -0.014827712439000607, -0.0006678978679701686, -0.031617194414138794, 0.014624700881540775, -0.03478175029158592, 0.004036905709654093, 0.029429549351334572, 0.061108920723199844, 0.006790239363908768, 0.02545047365128994, -0.0010322026209905744, -0.031599245965480804, 0.034456513822078705, -0.053604938089847565, -0.055566854774951935, -0.03990093991160393, -0.04074013978242874, 0.0032397713512182236, -0.003929354250431061, 0.013874267227947712, -0.04697678983211517, 0.034730423241853714, 0.011235881596803665, 0.04494352638721466, 0.04765048250555992, 0.007493508514016867, 0.039580609649419785, -0.06858056038618088, -0.0038409759290516376, -0.09135515242815018, -0.018361955881118774, 0.018060749396681786, 0.019737107679247856, -0.0219138003885746, -0.013024045154452324, -0.02834228053689003, 0.03895147889852524, -0.06492025405168533, -0.014924275688827038, 0.03544583544135094, 0.00008225467900047079, -0.012539312243461609, 0.029915524646639824, -0.07493352144956589, 0.024422792717814445, 0.014305103570222855, -0.0539979562163353, -0.018730713054537773, -0.029115283861756325, 0.032448701560497284, 0.010790016502141953, 0.025189565494656563, -0.05423080921173096, -0.009335866197943687, 0.06678704917430878, 0.011044113896787167, -0.01624276302754879, 0.049297891557216644, -0.007169139571487904, 0.03187325596809387, 0.024914655834436417, 0.0308197233825922, -0.011285894550383091, 0.016838952898979187, -0.01695612631738186, -0.05728619173169136, 0.029009470716118813, 0.008159933611750603, -0.02357914112508297, -0.011909693479537964, 0.06998392194509506, 0.02111048251390457, -0.038909561932086945, -0.04886149615049362, -0.008112487383186817, -0.05515444651246071, 0.006980028934776783, 0.000815036182757467, -0.0042863101698458195, -0.057670071721076965, 0.05210748687386513, -0.008046640083193779, 0.012858138419687748, 0.07148157805204391, 0.03444095328450203, -0.03841165080666542, -0.004699598532170057, 0.09451112896203995, 0.07478957623243332, 0.06577940285205841, 0.002622139174491167, 0.07313945889472961, -0.007820578292012215, -0.017033090814948082, 0.010175148025155067, -0.008334260433912277, -0.023259172216057777, -0.030313819646835327, 0.04271852597594261, 0.060785144567489624, -0.02222539484500885, 0.05585511401295662, -0.011142857372760773, -0.03226836398243904, 0.015769654884934425, 0.039450403302907944, 0.01624290458858013, 0.07950449734926224, 0.014767928048968315, 0.02298678644001484, -0.024905551224946976, -0.040276899933815, 0.026248157024383545, -0.029627973213791847, -0.005113564431667328, 0.025464093312621117, 0.007081060670316219, 0.015536822378635406, 0.044502224773168564, 0.019713234156370163, 0.07890522480010986, -0.04696765914559364, 0.016030730679631233, -0.01676814816892147, 0.020225942134857178, -0.027128664776682854, 0.00623801676556468, -0.012958616018295288, -0.02544122375547886, 0.0009751890902407467, -0.02354755625128746, -0.03338468819856644, -0.015774857252836227, -0.010117685422301292, 0.05480203405022621, -0.028388433158397675, 0.013295670039951801, 0.03327794373035431, 0.02106199972331524, -0.03793938830494881, -0.06136254221200943, -0.049125637859106064, -0.05100404843688011, -0.03148747608065605, -0.013892886228859425, 0.04483795166015625, -0.011989930644631386, -0.03430652245879173, -0.016679788008332253, 0.00943316612392664, -0.029408056288957596, 0.031753987073898315, -0.04863802343606949, -0.026769859716296196, 0.0065889605320990086, 0.03283889964222908, 0.04401103034615517, 0.014715594239532948, 0.03955594822764397, -0.015297230333089828, -0.00020520330872386694, -0.010720035061240196, 0.02784549444913864, 0.005161098204553127, 0.0028702407144010067, 0.01208319142460823, -0.09175489842891693, 0.002312026685103774, 0.013591516762971878, -0.03459969162940979, -0.0656309574842453, 0.017362874001264572, 0.025881443172693253, -0.01171357836574316, 0.04853171855211258, -0.011709391139447689, 0.026224033907055855, -0.04989294335246086, 0.007953428663313389, -0.016002142801880836, 0.008469848893582821, 0.048127200454473495, -0.01635422743856907, 0.08625388145446777, 0.02433997578918934, -0.015527761541306973, -0.04679671302437782, -0.009387469850480556, -0.011924367398023605, -0.014038187451660633, -0.015163666568696499, -0.05333740636706352, -0.022848093882203102, -0.09969431161880493, -0.010658040642738342, 0.01609681360423565, -0.025762377306818962, -0.043458569794893265, 0.034258197993040085, 0.020231736823916435, -0.033847711980342865, 0.018092893064022064, -0.051102377474308014, 0.038184646517038345, -0.011313246563076973, -0.0028033878188580275, 0.02860552817583084, 0.031029388308525085, 0.008608599193394184, 0.004695537965744734, 0.014431744813919067, -0.0568990595638752, 0.01899237371981144, 0.005433826241642237, 0.03521585091948509, 0.056444332003593445, 0.013104354031383991, 0.0028638592921197414 ]
[ -0.07983037829399109, -0.0000036849951356998645, -0.03502773493528366, -0.008194027468562126, 0.04905357584357262, -0.02825533226132393, 0.010976443998515606, 0.020713016390800476, 0.002666579792276025, -0.03325461968779564, -0.0024502952583134174, -0.030296936631202698, 0.015998167917132378, -0.022020895034074783, 0.080947145819664, 0.0007706218166276813, -0.041627246886491776, -0.06907123327255249, 0.016774972900748253, 0.00005641197276418097, 0.00430044811218977, -0.08367709815502167, -0.044258963316679, -0.029899034649133682, 0.02482898160815239, 0.007811992894858122, 0.0025590783916413784, -0.04042568430304527, 0.015389462001621723, -0.18430708348751068, 0.013073992915451527, 0.04092385619878769, 0.046264488250017166, -0.02032995969057083, 0.01313843298703432, 0.06825707852840424, 0.0498214066028595, 0.021398300305008888, -0.011045223101973534, 0.022503666579723358, 0.013107281178236008, 0.029896441847085953, -0.023852845653891563, -0.03789558261632919, 0.007693709339946508, 0.03710746020078659, -0.006668174639344215, -0.049824368208646774, -0.04889419674873352, 0.023952260613441467, -0.030460083857178688, -0.0408310666680336, -0.023762119933962822, -0.00856267474591732, -0.004045596346259117, 0.04183829575777054, 0.03211862966418266, 0.06576618552207947, -0.02177255228161812, 0.029217563569545746, 0.01645123027265072, -0.03353782743215561, -0.15842701494693756, 0.055803947150707245, 0.06761018931865692, 0.06455003470182419, -0.05664100870490074, -0.009324934333562851, -0.03928452730178833, 0.08789241313934326, 0.00558854965493083, -0.012326978147029877, -0.0029419204220175743, 0.02012907713651657, 0.03658297657966614, 0.0130610978230834, -0.015516310930252075, 0.038936201483011246, 0.012471813708543777, -0.051924169063568115, -0.03073969855904579, -0.004510487429797649, -0.019541027024388313, 0.0015335214557126164, -0.04064794257283211, 0.0326533168554306, -0.021534273400902748, 0.053875938057899475, 0.053183816373348236, -0.001625223085284233, 0.03830217197537422, 0.006881071720272303, 0.036428481340408325, -0.014573032967746258, -0.05164229869842529, 0.009453979320824146, 0.014524666592478752, 0.02377079799771309, -0.06413588672876358, 0.42918142676353455, -0.03815671429038048, -0.018000328913331032, 0.09497559815645218, 0.03614751994609833, -0.0031588717829436064, 0.002872197423130274, 0.008824627846479416, -0.028915584087371826, 0.028032708913087845, -0.0019796458072960377, 0.022178493440151215, 0.023574018850922585, 0.03444714844226837, -0.028620483353734016, 0.012256509624421597, 0.03710029274225235, 0.013684788718819618, 0.03410464897751808, 0.015141337178647518, 0.019740542396903038, -0.00970616564154625, 0.01758633926510811, 0.02824985235929489, 0.020020604133605957, -0.04167884960770607, -0.021563155576586723, 0.006927537266165018, 0.06169681251049042, 0.041098881512880325, -0.030632110312581062, 0.07260346412658691, -0.04188825190067291, -0.027293115854263306, 0.0058383760042488575, -0.01484810933470726, -0.006487703882157803, 0.03455705568194389, -0.018776239827275276, -0.007752839010208845, 0.05276493728160858, 0.045569486916065216, -0.0020329540129750967, 0.021364206448197365, -0.042119745165109634, -0.028963768854737282, 0.15345871448516846, 0.0332426056265831, -0.03446779027581215, -0.01318669505417347, -0.04033997282385826, -0.023076878860592842, 0.008352662436664104, 0.008549774996936321, -0.04891924187541008, 0.018521755933761597, 0.0017125194426625967, 0.08144864439964294, -0.020765988156199455, -0.051604658365249634, -0.003999671898782253, -0.02935051918029785, -0.0011592276860028505, -0.08687928318977356, 0.03036346286535263, 0.09844387322664261, -0.09984856098890305, -0.021500801667571068, -0.0031892540864646435, 0.01896524243056774, -0.059281013906002045, -0.02197960764169693, -0.008289509452879429, -0.005099884234368801, -0.0028373654931783676, 0.055447932332754135, -0.03955361992120743, -0.060676198452711105, 0.009377825073897839, 0.056790538132190704, 0.01411406695842743, 0.036254484206438065, 0.020238744094967842, -0.023630881682038307, -0.01900182105600834, -0.006150070112198591, -0.0683455765247345, -0.026581039652228355, -0.012944900430738926, -0.038956064730882645, 0.02629990316927433, -0.020777445286512375, -0.02760479226708412, -0.0793820396065712, 0.08776645362377167, -0.01474586222320795, -0.014186175540089607, 0.03085322491824627, -0.02724307030439377, -0.059308674186468124, -0.01829511858522892, -0.08090028911828995, 0.04807892441749573, -0.03336449712514877, 0.025522751733660698, -0.07838825136423111, 0.04495938494801521, 0.018632659688591957, -0.04104001447558403, 0.09937728196382523, 0.04580315947532654, -0.018384777009487152, -0.056866906583309174, -0.010575899854302406, 0.04578312113881111, 0.003830192843452096, -0.0053976839408278465, 0.017093850299715996, 0.030814476311206818, -0.006619884632527828, 0.03350258246064186, -0.017498837783932686, 0.01232072338461876, -0.014272637665271759, -0.34269487857818604, -0.029487675055861473, -0.018125932663679123, 0.004575308877974749, 0.00912937056273222, -0.02844829484820366, -0.0002799061476252973, -0.006155339535325766, -0.06227314472198486, 0.026629937812685966, 0.12198703736066818, -0.01832677610218525, -0.023657426238059998, -0.0753893032670021, -0.007672057952731848, 0.024552062153816223, -0.04985414817929268, -0.0015614815056324005, -0.04175116866827011, -0.01883850060403347, 0.02088928036391735, 0.03116605244576931, -0.01694689318537712, -0.04889161139726639, 0.028550393879413605, -0.057339005172252655, 0.09821990877389908, -0.04357228800654411, 0.0916488766670227, -0.019566377624869347, 0.015544285997748375, 0.016191236674785614, 0.016079051420092583, -0.11664183437824249, 0.004769140854477882, -0.01497732289135456, 0.010173654183745384, -0.06479063630104065, 0.021389255300164223, -0.029552951455116272, -0.07367449998855591, -0.008773420937359333, -0.08300530910491943, -0.04117751494050026, -0.06281328201293945, 0.0024502919986844063, -0.032003749161958694, -0.020623449236154556, -0.03428627923130989, 0.054242365062236786, 0.0013356695417314768, 0.02492997795343399, 0.01730019971728325, -0.008246245793998241, -0.008603505790233612, -0.04229666292667389, -0.10108682513237, 0.05225389823317528, -0.011600958183407784, -0.011435591615736485, 0.022965658456087112, 0.035630036145448685, 0.014970372430980206, -0.041878022253513336, 0.02490045130252838, -0.020249685272574425, -0.004941771272569895, 0.013945392332971096, 0.04258459806442261, 0.020560258999466896, 0.016518862918019295, 0.09480103850364685, 0.0061125364154577255, -0.03556239604949951, 0.013957439921796322, 0.003613564418628812, -0.012350271455943584, 0.01548058446496725, 0.015797410160303116, -0.024723930284380913, 0.025250274688005447, -0.04204518720507622, 0.022495653480291367, 0.0020512465853244066, 0.013703172095119953, -0.007018229458481073, 0.008734905160963535, -0.030241716653108597, 0.05569053441286087, 0.02318699285387993, -0.02459246665239334, -0.006769787520170212, -0.028802650049328804, -0.0471748523414135, 0.08561757206916809, 0.0028113815933465958, -0.2382131814956665, 0.0225947555154562, 0.0385599359869957, 0.015072216279804707, -0.02167590521275997, 0.04942835122346878, 0.01697193644940853, -0.03011140413582325, 0.013323976658284664, -0.001617159927263856, 0.03614173084497452, 0.01001761481165886, 0.008859086781740189, 0.010177482850849628, 0.04996044933795929, 0.003236043034121394, 0.060857392847537994, -0.008213313296437263, 0.020759588107466698, -0.014629700221121311, -0.0014585810713469982, -0.01603846624493599, 0.15389959514141083, -0.0034750502090901136, 0.04138530418276787, 0.01890053227543831, -0.016857150942087173, 0.015740949660539627, 0.05775223672389984, 0.010470349341630936, 0.0006181437056511641, 0.009943472221493721, 0.03357330337166786, -0.0021249104756861925, 0.008648157119750977, -0.045715656131505966, -0.028658507391810417, 0.024677924811840057, 0.034816890954971313, 0.03561709448695183, 0.015211625024676323, -0.015454200096428394, -0.01085321232676506, 0.01110139675438404, 0.09367603063583374, 0.02273118682205677, -0.017649848014116287, -0.08003884553909302, -0.05647123605012894, -0.031455714255571365, -0.04242055118083954, -0.016067832708358765, 0.018148217350244522, 0.014026244170963764, 0.031772833317518234, 0.04259702190756798, 0.014742608182132244, -0.030861729755997658, -0.01755397394299507, 0.018857581540942192, 0.012215702794492245, -0.0011997363762930036, 0.04772720858454704, 0.04573524743318558, 0.038785360753536224 ]
[ -0.01175701804459095, 0.02781830169260502, 0.01398058794438839, 0.01946857012808323, -0.026051094755530357, 0.02245820127427578, -0.015803327783942223, -0.0033374109771102667, 0.016981234773993492, -0.010377045720815659, -0.014403562992811203, 0.015849169343709946, 0.003090002341195941, -0.03545185178518295, 0.04163157194852829, -0.024953581392765045, 0.02742927521467209, -0.013750922866165638, 0.035487011075019836, -0.001528205000795424, 0.002193938009440899, -0.00825821328908205, -0.04716290906071663, -0.00003533444396452978, 0.013248891569674015, 0.00141863280441612, -0.010111993178725243, 0.006181973498314619, 0.022610343992710114, -0.14489446580410004, -0.0589965358376503, -0.014216169714927673, -0.010144052095711231, 0.011294781230390072, 0.004296798259019852, 0.015712467953562737, 0.025514455512166023, 0.026237841695547104, -0.004902981221675873, 0.004250922240316868, 0.003850397886708379, -0.0029022470116615295, -0.00379304401576519, 0.024572307243943214, -0.009716477245092392, 0.01676502265036106, 0.006424630060791969, -0.05255543068051338, -0.010579594410955906, -0.02003657817840576, -0.03374279662966728, -0.02437262050807476, -0.002224849769845605, 0.01995798945426941, 0.045026738196611404, -0.007481341250240803, 0.028386222198605537, -0.015629148110747337, -0.012000206857919693, 0.02224341407418251, -0.008731905370950699, -0.025791849941015244, -0.039911627769470215, -0.012113885022699833, 0.0013694835361093283, -0.008760439231991768, -0.026855003088712692, 0.007638369686901569, -0.03837623819708824, -0.002712035784497857, -0.02066715806722641, -0.020398704335093498, -0.05257778987288475, -0.040447842329740524, 0.013569783419370651, 0.010856028646230698, -0.005443799775093794, -0.030568180605769157, -0.009134150110185146, -0.03603364899754524, -0.05138042941689491, 0.016512461006641388, 0.008074874989688396, 0.0033572257962077856, -0.019624924287199974, -0.011666017584502697, -0.0005776807083748281, 0.011621574871242046, 0.031474240124225616, -0.013083736412227154, -0.022643301635980606, 0.03435446694493294, 0.0014154678210616112, -0.016729719936847687, -0.05791102349758148, -0.018113937228918076, -0.0020128986798226833, -0.0051960996352136135, 0.0013792861718684435, 0.8484621047973633, -0.0010779915610328317, 0.04452560842037201, 0.05910167470574379, -0.00912386178970337, -0.00864079874008894, 0.011753602884709835, 0.020017916336655617, -0.02155328541994095, 0.004221404902637005, -0.048011891543865204, 0.018571745604276657, 0.02078886330127716, 0.015269463881850243, 0.032272081822156906, 0.016339777037501335, 0.007489333860576153, 0.020642882212996483, -0.0020973593927919865, -0.04295327514410019, -0.0030558204744011164, 0.011197407729923725, 0.0017682882025837898, 0.022602004930377007, -0.010579855181276798, -0.00960887037217617, -0.17145447432994843, -0.024394752457737923, -8.500292789699697e-33, 0.012525886297225952, 0.020971542224287987, 0.008327663876116276, -0.010830961167812347, 0.012749466113746166, -0.026325097307562828, 0.017932133749127388, -0.0015593231655657291, -0.016686800867319107, -0.016781600192189217, -0.0003073983243666589, -0.024682609364390373, 0.02544148452579975, 0.0008442396065220237, -0.009847273118793964, -0.041802894324064255, -0.0077060009352862835, 0.04403499513864517, -0.020302923396229744, 0.02609436959028244, 0.04732207581400871, -0.001311297295615077, -0.026636552065610886, -0.005733499303460121, -0.0008090941119007766, -0.004878109786659479, -0.02701900526881218, 0.02690383605659008, 0.03865426406264305, -0.04639279842376709, -0.009318793192505836, 0.05430242419242859, -0.026572803035378456, 0.01135842315852642, -0.030124222859740257, -0.04678119346499443, -0.03892917558550835, 0.019901124760508537, -0.013639531098306179, -0.011389357037842274, -0.03328815847635269, 0.013334969989955425, -0.03622664511203766, -0.03405294939875603, -0.00669447286054492, 0.012635648250579834, 0.018404554575681686, 0.007387933321297169, 0.035935092717409134, -0.01951124332845211, 0.0041986797004938126, 0.005329440347850323, 0.0008479017997160554, 0.0236281156539917, 0.002560829743742943, 0.013522020541131496, 0.023108283057808876, 0.002311189891770482, 0.007553374860435724, 0.054136041551828384, 0.00942715723067522, 0.024440927430987358, -0.02108815871179104, 0.009207573719322681, -0.0022793917451053858, 0.011847162619233131, 0.045894499868154526, 0.014735727570950985, 0.03340716287493706, -0.010798396542668343, -0.03618909418582916, -0.016475044190883636, 0.020228253677487373, 0.0132374819368124, 0.03377267345786095, 0.016578173264861107, -0.0327792726457119, 0.00562694389373064, -0.03601417690515518, 0.0049431780353188515, -0.022475674748420715, -0.01418212428689003, -0.021190358325839043, -0.06545858085155487, -0.012995700351893902, 0.00942707434296608, 0.007941117510199547, -0.011724586598575115, -0.03876693174242973, 0.04807141423225403, 0.0061876652762293816, 0.01285517681390047, -0.012898901477456093, 0.01393679715692997, -0.019675681367516518, 8.426116892110903e-33, 0.01690000668168068, -0.03292151167988777, -0.009682555682957172, -0.0011117488611489534, 0.06579101830720901, 0.002123964950442314, -0.00020252738613635302, -0.0425574891269207, -0.046645887196063995, 0.04023373872041702, -0.007947640493512154, -0.017873292788863182, -0.03661138191819191, 0.0491149015724659, 0.046191535890102386, -0.01148198265582323, 0.04713473096489906, -0.021526766940951347, 0.02693839929997921, 0.006837746128439903, 0.010374668054282665, -0.028260700404644012, 0.004799823276698589, 0.0232448298484087, 0.02571817860007286, 0.05996856838464737, -0.020090432837605476, 0.0007983772666193545, -0.0024630490224808455, -0.025543130934238434, -0.011356096714735031, -0.030112896114587784, 0.001478005899116397, -0.0355694442987442, 0.0014879995724186301, 0.02420991286635399, -0.03638722747564316, -0.01905583031475544, -0.004164260346442461, 0.004619438201189041, 0.017366748303174973, -0.0027267292607575655, -0.008099215105175972, 0.03171823173761368, 0.011079762130975723, 0.006950755137950182, -0.0007001027697697282, -0.05864834040403366, -0.01969325914978981, 0.02889109216630459, 0.05834115669131279, 0.02707618474960327, -0.00392691558226943, 0.01484469324350357, -0.005004093516618013, -0.01683620736002922, 0.02579195238649845, -0.006195354741066694, -0.000057105993619188666, 0.010205206461250782, 0.005670541897416115, -0.0430741086602211, -0.03626454249024391, 0.0031796488910913467, -0.01733916811645031, 0.011322715319693089, 0.040213875472545624, 0.0175339225679636, -0.004208281636238098, 0.006580188870429993, -0.02308759279549122, 0.01670207269489765, -0.003674938343465328, 0.04891734570264816, -0.003204063279554248, -0.01266307383775711, -0.002526684198528528, -0.005585488863289356, 0.013992320746183395, -0.0008881752146407962, 0.006657006219029427, 0.013867019675672054, 0.026933621615171432, 0.0045006913132965565, -0.002504768781363964, 0.02722720056772232, -0.00621039466932416, 0.02817407064139843, -0.009643013589084148, -0.014295264147222042, -0.006120543926954269, -0.025332698598504066, -0.011088022962212563, 0.020783256739377975, -0.0020437133498489857, -1.3888221239710674e-8, -0.007153978105634451, 0.004560995381325483, -0.0015780089888721704, 0.019938629120588303, -0.005171806085854769, -0.04248575493693352, 0.012918541207909584, 0.005287242121994495, -0.019435936585068703, 0.046270787715911865, 0.04364629089832306, -0.035810865461826324, 0.03266669064760208, 0.019343949854373932, 0.03819806128740311, -0.04231617972254753, -0.019106894731521606, 0.01891477219760418, 0.032032132148742676, -0.00635024206712842, 0.05461422726511955, 0.037370964884757996, -0.05008038878440857, 0.02717931941151619, 0.008662302047014236, -0.01731683500111103, -0.007522502448409796, -0.054670725017786026, -0.0015604374930262566, 0.006920326966792345, 0.019837887957692146, -0.019599007442593575, -0.04539291933178902, 0.010691768489778042, -0.009053700603544712, -0.05884483456611633, 0.05059046298265457, 0.009921317920088768, 0.018781907856464386, 0.025158654898405075, -0.024825455620884895, -0.015878180041909218, -0.013879099860787392, -0.02416546642780304, 0.012702008709311485, 0.0031503585632890463, -0.04507262632250786, -0.008030441589653492, -0.01894216611981392, -0.026021074503660202, 0.016843268647789955, 0.0027057297993451357, 0.043574679642915726, 0.038090746849775314, 0.0029965818393975496, 0.007696942426264286, -0.024798426777124405, -0.00458837253972888, -0.01482166163623333, 0.00426770793274045, 0.018388284370303154, 0.030278446152806282, 0.013894442468881607, -0.01832568272948265 ]
pair-programming-from-a-lean-angle
https://markhneedham.com/blog/2009/03/29/pair-programming-from-a-lean-angle
false
2009-03-28 02:35:27
F#: Forcing type to unit for Assert.ShouldThrow in XUnit.NET
[ "net", "f" ]
[ "fsharp" ]
I've started playing around with F# again and decided to try and create some unit tests around the examples I'm following from http://manning.com/petricek/[Real World Functional Programming]. After reading http://weblogs.asp.net/podwysocki/archive/2008/06/04/language-oriented-programming-and-functional-unit-testing-in-f.aspx[Matt Podwysocki's blog post about XUnit.NET] I decided that would probably be the best framework for me to use. The example I'm writing tests around is: [source,ocaml] ---- let convertDataRow(str:string) = let cells = List.of_seq(str.Split([|','|])) match cells with | label::value::_ -> let numericValue = Int32.Parse(value) (label, numericValue) | _ -> failwith "Incorrect data format!" ---- I started driving that out from scratch but ran into a problem trying to assert the error case when an invalid data format is passed in. The method to use for the assertion is 'Assert.ShouldThrow' which takes in an Assert.ThrowsDelegate which takes in an argument of type unit\->unit. The code that I really want to write is this: [source,ocaml] ---- [<Fact>] let should_throw_exception_given_invalid_data () = let methodCall = convertDataRow "blah" Assert.Throws<FailureException>(Assert.ThrowsDelegate(methodCall)) ---- which doesn't compile giving the error 'This expression has type string*int but is used here with type unit\->unit'. I got around the first unit by wrapping the convertDateRow in a function which takes in no arguments but the output was proving tricky. I realised that putting a call to printfn would solve that problem, leaving me with this truly hacky solution: [source,ocaml] ---- [<Fact>] let should_throw_exception_given_invalid_data () = let methodCall = fun () -> (convertDataRow "blah";printfn "") Assert.Throws<FailureException>(Assert.ThrowsDelegate(methodCall)) ---- Truly horrible and luckily there is a way to http://cs.hubfs.net/forums/thread/3157.aspx[not do that printfn which I came across on the hubfs forum]: [source,ocaml] ---- [<Fact>] let should_throw_exception_given_invalid_data () = let methodCall = (fun () -> convertDataRow "blah" |> ignore) Assert.Throws<FailureException>(Assert.ThrowsDelegate(methodCall)) ---- The ignore function provides a neat way of ignoring the passed value i.e. it throws away the result of computations.
null
null
[ -0.016561632975935936, -0.03793272748589516, -0.023684611544013023, 0.023036783561110497, 0.04649258032441139, 0.017138097435235977, 0.021038850769400597, 0.010149054229259491, 0.026907185092568398, -0.020230978727340698, -0.009757190942764282, -0.003864856669679284, -0.10282018780708313, 0.01304384134709835, 0.0031525089871138334, 0.06165076047182083, 0.06937248259782791, -0.04050152748823166, 0.0524560920894146, -0.011807133443653584, 0.0014616874977946281, 0.01083338912576437, -0.039519503712654114, 0.016467727720737457, 0.034951090812683105, -0.0017636617412790656, 0.031458694487810135, -0.03326736018061638, -0.07549881935119629, -0.009395823813974857, 0.027866754680871964, 0.036922283470630646, 0.001404995797201991, -0.018305888399481773, 0.007478721439838409, 0.0044410862028598785, 0.03485719859600067, -0.015552517957985401, 0.001108393189497292, 0.04282044619321823, -0.06962879002094269, -0.00213485024869442, -0.014375925064086914, 0.0002147473715012893, -0.038109757006168365, -0.00046155540621839464, -0.026606718078255653, 0.007558254059404135, -0.0235879048705101, 0.022330885753035545, -0.052661437541246414, 0.02850993722677231, -0.007500700652599335, -0.014013557694852352, 0.007136882748454809, 0.05991071090102196, -0.0010886110831052065, -0.07621494680643082, 0.05295944958925247, -0.06423584371805191, 0.0030501100700348616, -0.003357372712343931, 0.007324580568820238, 0.039408184587955475, 0.04190677031874657, -0.0033459134865552187, -0.008914605714380741, 0.05422146990895271, -0.09109147638082504, -0.011805097572505474, -0.01787663996219635, 0.012669135816395283, -0.05140155181288719, -0.04291676729917526, 0.0359710231423378, -0.05482231080532074, -0.004469657316803932, 0.05996015667915344, 0.02615526132285595, 0.05065568536520004, 0.01968987286090851, 0.04086001217365265, 0.056649692356586456, 0.0009475992410443723, 0.04034273698925972, -0.027268564328551292, -0.02515699528157711, 0.03149428218603134, -0.02771383337676525, 0.07244136929512024, 0.027327416464686394, -0.047834813594818115, 0.020724905654788017, 0.006197368260473013, 0.004309259820729494, 0.0030853264033794403, -0.00424282206222415, -0.007467604707926512, -0.004677473567426205, 0.011276663281023502, -0.061162449419498444, -0.02891123853623867, 0.0430300347507, 0.02735326997935772, -0.05848361924290657, -0.014547553844749928, -0.04450912028551102, -0.03600017726421356, 0.03846278041601181, 0.03879174217581749, -0.06934049725532532, -0.0037959672044962645, -0.00506577966734767, -0.00010929491691058502, -0.07114744186401367, 0.025340046733617783, 0.027534104883670807, -0.012894981540739536, -0.027895983308553696, 0.05352325364947319, 0.04710524529218674, 0.013217971660196781, 0.002445981139317155, 0.06075887754559517, -0.01222075242549181, 0.047174274921417236, -0.012269707396626472, 0.10522910952568054, 0.003069778438657522, -0.04704603552818298, -0.05870760977268219, 0.045842722058296204, -0.03822663053870201, -0.0024154670536518097, 0.010162852704524994, -0.020516421645879745, -0.055758628994226456, 0.007585240062326193, 0.03879957273602486, 0.055510103702545166, -0.00156207918189466, -0.008226835168898106, 0.006287900265306234, -0.021625934168696404, 0.0073257614858448505, 0.027413617819547653, -0.026339882984757423, -0.008094247430562973, -0.036532893776893616, 0.006310518831014633, 0.03631051629781723, 0.05023733526468277, 0.05848873034119606, 0.00017758486501406878, 0.008642653934657574, 0.06399454921483994, 0.00001226143376698019, 0.018797026947140694, 0.002993860514834523, 0.0031539355404675007, 0.045170143246650696, 0.0346495658159256, 0.0013317266711965203, 0.05190565809607506, 0.022074248641729355, 0.000711793196387589, 0.014643552713096142, 0.009582215920090675, -0.024564595893025398, -0.004719818476587534, -0.04936331510543823, -0.012003626674413681, 0.06090116873383522, -0.03233182057738304, 0.0023336128797382116, 0.05007493868470192, 0.05553947389125824, -0.035553064197301865, 0.048883840441703796, 0.018738800659775734, -0.059090763330459595, 0.011414812877774239, 0.0011199433356523514, 0.008157230913639069, -0.024539293721318245, 0.025421317666769028, 0.06568464636802673, -0.0018783252453431487, 0.02415665052831173, 0.029653146862983704, -0.04799242690205574, -0.07488901168107986, -0.036893658339977264, -0.025154326111078262, 0.09264003485441208, -0.029158413410186768, -0.015169143676757812, 0.06256535649299622, 0.0011861682869493961, 0.037416212260723114, 0.029385942965745926, -0.013913039118051529, 0.013870684430003166, 0.003561804536730051, -0.020086396485567093, 0.07161252945661545, 0.07349550724029541, -0.001371027552522719, -0.04581271484494209, 0.018251562491059303, -0.02524702064692974, 0.022454995661973953, 0.059179045259952545, 0.007435664068907499, 0.030062774196267128, 0.01119035854935646, 0.019313449040055275, -0.03770110383629799, 0.03520675003528595, -0.07490494847297668, 0.023413339629769325, 0.007978007197380066, -0.013287731446325779, -0.04721345379948616, -0.011408154852688313, 0.13486939668655396, 0.07798147946596146, -0.01507788710296154, -0.058992981910705566, -0.020604776218533516, 0.00086302898125723, -0.03134907782077789, 0.0060478453524410725, 0.03684256225824356, -0.0014806139515712857, 0.0003430166107136756, 0.00782528892159462, 0.045820705592632294, 0.010950906202197075, -0.023015959188342094, 0.05591090768575668, 0.07171034812927246, 0.00235828198492527, 0.05795872583985329, -0.0069752284325659275, -0.0423688180744648, 0.020434193313121796, -0.034761954098939896, -0.0033856790978461504, 0.019429922103881836, 0.03813471645116806, -0.01830350048840046, 0.060960397124290466, -0.0033711870200932026, -0.057728130370378494, -0.021860500797629356, -0.03375661373138428, 0.035476524382829666, 0.04362282156944275, 0.02911204658448696, -0.00998733565211296, 0.008674469776451588, -0.0342254564166069, -0.01170375756919384, 0.025617603212594986, -0.06774313002824783, -0.03493791073560715, 0.043657414615154266, 0.041996464133262634, 0.04606401547789574, 0.002959090517833829, 0.013393836095929146, 0.02137591689825058, 0.021953994408249855, -0.04513831436634064, -0.0016355272382497787, 0.010002144612371922, 0.011477948166429996, -0.05224147066473961, -0.03849603235721588, -0.0585210919380188, 0.044854577630758286, -0.00427405396476388, -0.03138960525393486, 0.0016351791564375162, -0.046495769172906876, 0.025694848969578743, -0.060869742184877396, -0.056796927005052567, -0.007303700782358646, 0.024004321545362473, 0.02354997582733631, -0.02893252670764923, -0.015802059322595596, 0.051321737468242645, 0.020771820098161697, 0.03710193559527397, 0.007608956191688776, -0.02662746049463749, 0.029523661360144615, -0.000513944891281426, -0.012551124207675457, 0.06648942828178406, 0.003680296242237091, -0.0019642577972263098, -0.04935454949736595, -0.013096706010401249, 0.0001088653807528317, -0.2521767318248749, 0.038783054798841476, -0.04478983208537102, -0.006225242279469967, 0.021457867696881294, -0.02716660499572754, 0.009844998829066753, -0.053912047296762466, -0.02707904763519764, 0.06288234889507294, -0.05707965046167374, 0.00367229082621634, -0.008119115605950356, 0.062274761497974396, 0.009776205755770206, -0.0059858663007617, 0.006547687575221062, -0.04706209525465965, 0.030083229765295982, 0.05796771124005318, 0.00036002681008540094, -0.039985205978155136, 0.024179501459002495, 0.07409647107124329, 0.04431483522057533, 0.026168089359998703, -0.06730954349040985, 0.04726067930459976, -0.010313303209841251, -0.014470942318439484, -0.010513018816709518, -0.006619928404688835, 0.020758196711540222, -0.04892539605498314, -0.01835242286324501, -0.029546264559030533, 0.004324366804212332, 0.02550307661294937, 0.006579631473869085, 0.021236419677734375, -0.015273768454790115, -0.07154396921396255, 0.009244121611118317, 0.00893391203135252, 0.07732152193784714, -0.038361869752407074, -0.0901903286576271, 0.0015356031944975257, -0.03660319373011589, 0.05160653591156006, -0.04648461192846298, -0.009538417682051659, -0.007406533230096102, 0.03163842111825943, -0.03310287371277809, -0.018621103838086128, 0.01565958559513092, 0.003167684655636549, -0.02961616776883602, -0.0044976710341870785, -0.028750961646437645, -0.0569879487156868, -0.03518693521618843, -0.04315173998475075, -0.05317648872733116, -0.05450381711125374, -0.043427132070064545, 0.0046049728989601135, 0.05230099335312843, 0.012767653912305832, -0.006682196166366339, -0.018002623692154884, -0.008236054331064224, -0.12130240350961685, -0.03492956981062889, -0.033730898052453995, -0.026180870831012726, -0.036317192018032074, -0.006840984337031841, 0.060449887067079544, -0.043190084397792816, -0.031062578782439232, 0.01943543739616871, 0.004905404057353735, 0.024725884199142456, 0.024051910266280174, 0.0003502680629026145, -0.007930634543299675, -0.0004632282361853868, -0.0042146253399550915, 0.06107349321246147, 0.011996163055300713, 0.02359543927013874, -0.023479532450437546, 0.002933531068265438, 0.028025735169649124, 0.041570995002985, 0.006995882373303175, 0.025397559627890587, 0.005926731042563915, 0.008803518489003181, -0.043335139751434326, -0.002644103253260255, -0.06014261394739151, 0.015763618052005768, 0.0062456014566123486, -0.07252506166696548, 0.042173661291599274, 0.009454349987208843, -0.005888610612601042, -0.014811323024332523, -0.038605913519859314, 0.027828503400087357, -0.057531703263521194, -0.019433677196502686, -0.03257722780108452, -0.012419924139976501, 0.015158196911215782, 0.02968999370932579, -0.022713100537657738, -0.05948196351528168, -0.010638891719281673, 0.021954532712697983, -0.030292686074972153, -0.07416161149740219, -0.06070969998836517, 0.016100993379950523, -0.014101266860961914, -0.012284413911402225, 0.0357481986284256, -0.015514088794589043, 0.029479121789336205, 0.0053536901250481606, -0.016892142593860626, 0.0009728053119033575, 0.018548889085650444, 0.025926873087882996, -0.02265455201268196, -0.032025985419750214, -0.009203671477735043, 0.015412010252475739, -0.027084272354841232, 0.03351494297385216, 0.017811186611652374, 0.026980770751833916, 0.008749791420996189, -0.0061021968722343445, 0.010384499095380306, -0.017371268942952156, 0.03378412872552872, 0.02106899581849575, -0.03445527330040932, 0.03185824304819107, -0.019783055409789085, -0.028013801202178, -0.003338024253025651, 0.03371001407504082, -0.03321016952395439, -0.03153715655207634, -0.05743555352091789, 0.02801617793738842, -0.02302832528948784, -0.0409347340464592, -0.07363982498645782, -0.0050384714268147945, 0.03794537112116814, -0.03850659728050232, 0.053767260164022446, -0.028182683512568474, -0.010083479806780815, -0.006610453594475985, 0.007847290486097336, -0.004502372350543737, 0.03385182470083237, -0.019605576992034912, 0.016220834106206894, -0.010486581362783909, 0.035336628556251526, 0.03894227370619774, 0.03191380575299263, -0.009923604317009449, -0.014989245682954788, 0.021411629393696785, 0.03042726032435894, 0.037449516355991364, -0.013343943282961845, -0.013183803297579288, -0.011656098067760468, -0.03866605460643768, 0.011920697055757046, -0.058302029967308044, -0.01914166286587715, -0.01821907050907612, 0.04983282834291458, -0.04372670501470566, -0.06495299190282822, 0.016027621924877167, 0.03449120745062828, 0.01992552913725376, -0.012268593534827232, 0.010434204712510109, -0.014175734482705593, -0.023911457508802414, -0.020885227248072624, 0.045094408094882965, -0.05599840357899666, 0.012444445863366127, -0.0012434254167601466, 0.022413667291402817, 0.04010467603802681, 0.011599716730415821, -0.0384000763297081, -0.030666660517454147, -0.008526824414730072, -0.011458628810942173, -0.007269875146448612, -0.020339371636509895, -0.02982676587998867, -0.009216017089784145, -0.04574064165353775, -0.013494376093149185, -0.02410329133272171, -0.007760993205010891, -0.018828606233000755, -0.012344754301011562, 0.00011726374214049429, -0.031224261969327927, -0.022794729098677635, 0.041773710399866104, -0.031014099717140198, 0.024626975879073143, -0.05024242028594017, 0.03359106183052063, 0.01070763822644949, -0.006784530356526375, -0.011548495851457119, -0.04421946406364441, 0.0004973190370947123, -0.004904399160295725, 0.043795596808195114, 0.016232654452323914, -0.02188107557594776, 0.015954047441482544, -0.012692234478890896, -0.0003336969530209899, 0.01505587063729763, 0.025811513885855675, -0.031616535037755966, 0.018668465316295624, 0.04360896348953247, -0.018305977806448936, 0.02377619594335556, -0.01087010558694601, -0.002626599743962288, 0.04424817115068436, -0.07052069157361984, -0.0033595880959182978, 0.004448064602911472, -0.05745493248105049, 0.02305867336690426, -0.01354777067899704, 0.028505612164735794, -0.05749457702040672, 0.035204533487558365, 0.05129768326878548, 0.018560295924544334, 0.046341486275196075, -0.014237803407013416, 0.021732157096266747, -0.008940150029957294, 0.0024443366564810276, -0.08213984221220016, 0.014972475357353687, 0.02159806527197361, 0.02389974519610405, -0.033795036375522614, 0.0013678160030394793, 0.013034496456384659, 0.04637017846107483, -0.03154565766453743, -0.011596011929214, 0.01992654986679554, 0.009639528580009937, 0.0076891640201210976, 0.021359382197260857, -0.020786622539162636, 0.033953458070755005, 0.03526245802640915, -0.028747135773301125, -0.02875887230038643, -0.015338903293013573, 0.041194844990968704, -0.0029677676502615213, 0.010321301408112049, -0.02518729865550995, 0.012439833022654057, 0.019291989505290985, 0.03329235315322876, 0.021995877847075462, 0.049117978662252426, -0.028329813852906227, 0.01152988150715828, 0.02040402777493, -0.035773079842329025, -0.0025478184688836336, -0.010385734029114246, -0.03386304900050163, -0.08133978396654129, 0.023811273276805878, 0.012296730652451515, -0.011798137798905373, -0.040999893099069595, 0.05408501997590065, -0.016690807417035103, -0.007397519890218973, -0.029389910399913788, -0.04730648919939995, -0.048590656369924545, -0.021564414724707603, -0.013110836036503315, 0.014197922311723232, -0.017648888751864433, 0.06286974251270294, -0.007080150302499533, -0.0047605023719370365, 0.054604534059762955, -0.017707372084259987, 0.008975106291472912, -0.010344729758799076, 0.06202222779393196, 0.07299905270338058, 0.034381333738565445, -0.019398614764213562, 0.051653604954481125, -0.02955484203994274, -0.07951230555772781, -0.00047734708641655743, -0.01944766938686371, 0.03885694965720177, 0.00026341230841353536, 0.02650543861091137, 0.07528466731309891, 0.019136503338813782, 0.050962164998054504, -0.062272120267152786, 0.016626056283712387, -0.038206830620765686, 0.0016642366535961628, 0.032337527722120285, 0.049063488841056824, 0.0010568895377218723, 0.006106704007834196, 0.018224986270070076, -0.06331676244735718, 0.02986670844256878, -0.02912871167063713, -0.02249860391020775, -0.02552935667335987, 0.010119149461388588, 0.02454141154885292, -0.005075355991721153, 0.036198027431964874, 0.04070286452770233, -0.018693910911679268, -0.011805537156760693, 0.018712731078267097, 0.038382161408662796, 0.03646843135356903, -0.041897810995578766, -0.012798257172107697, -0.034991323947906494, 0.0176540594547987, 0.019790614023804665, -0.0013527629198506474, -0.03256426379084587, -0.030772099271416664, 0.02819252386689186, -0.05570003390312195, -0.004370326176285744, 0.009073292836546898, -0.056192055344581604, -0.021539142355322838, -0.04158727452158928, -0.04166893661022186, -0.007002980913966894, -0.0766507014632225, 0.0030478022526949644, -0.0037404673639684916, -0.04536180943250656, -0.024383297190070152, -0.03271452337503433, -0.0024023789446800947, -0.0005337200127542019, 0.06119319796562195, 0.00944703072309494, -0.035303179174661636, 0.04563217982649803, -0.009731401689350605, 0.035096436738967896, 0.026122309267520905, 0.017189597710967064, -0.029203195124864578, -0.005097636952996254, -0.04979840666055679, -0.019027898088097572, 0.05680576339364052, 0.01609482802450657, 0.025369839742779732, -0.07247351855039597, -0.012225219048559666, 0.014436876401305199, 0.04204831272363663, -0.06806150823831558, 0.008028990589082241, -0.011355130933225155, 0.013046310283243656, 0.039300862699747086, -0.037103522568941116, -0.008369502611458302, -0.03345204517245293, -0.05497509986162186, 0.028765780851244926, 0.028440335765480995, 0.03503938019275665, -0.03434360772371292, 0.06358038634061813, -0.007621135096997023, -0.03545839712023735, -0.015712007880210876, -0.016384052112698555, 0.0013371917884796858, 0.03602154552936554, -0.02550668455660343, -0.055911585688591, -0.030610382556915283, 0.0077774664387106895, 0.005082514137029648, 0.012882061302661896, -0.03136569634079933, -0.016386041417717934, 0.011070427484810352, 0.03938253968954086, -0.08992934972047806, 0.05186617746949196, -0.02194998413324356, 0.039268750697374344, 0.006530292332172394, -0.045111045241355896, 0.003625274170190096, 0.04268283769488335, 0.03780270740389824, 0.01025344431400299, 0.08009674400091171, -0.055248767137527466, -0.019824033603072166, -0.014609976671636105, 0.0064369430765509605, 0.04214825853705406, -0.04555537551641464, 0.029761595651507378 ]
[ -0.11654031276702881, 0.0008675362914800644, -0.030378812924027443, -0.01662204973399639, 0.04436635971069336, -0.05124781280755997, 0.018879706040024757, 0.05732088163495064, 0.0005468834424391389, -0.02839014306664467, 0.001093761995434761, -0.0805763229727745, -0.01470355037599802, 0.008285795338451862, 0.025341730564832687, 0.01181152556091547, -0.029560476541519165, -0.03333934023976326, -0.012544545345008373, 0.029978083446621895, 0.04880432412028313, -0.011812657117843628, -0.037098228931427, -0.029350724071264267, 0.010675791651010513, 0.07375110685825348, 0.039760053157806396, -0.08926483988761902, 0.001937993336468935, -0.21175672113895416, -0.009714419953525066, -0.0027620356995612383, 0.012290135025978088, -0.049778711050748825, -0.0069542257115244865, -0.0023876517079770565, 0.00895821861922741, -0.0055717285722494125, -0.005592049099504948, 0.0666310265660286, -0.02303561568260193, 0.025592835620045662, -0.027581539005041122, 0.0034664159175008535, 0.041410740464925766, -0.034556131809949875, -0.02557540312409401, -0.006467693485319614, -0.007989619858562946, 0.020225604996085167, -0.03136651590466499, -0.006493985187262297, -0.02356015145778656, -0.007094808854162693, 0.008791119791567326, 0.009124213829636574, 0.07930925488471985, 0.04451870918273926, 0.0417557917535305, 0.019756359979510307, -0.009203282184898853, -0.042529743164777756, -0.13529175519943237, 0.08525599539279938, 0.023083245381712914, 0.0358537957072258, 0.012201718986034393, -0.05483459681272507, -0.021122848615050316, 0.04886398836970329, -0.02098042331635952, -0.03888164460659027, -0.04779339209198952, 0.062069810926914215, 0.020443372428417206, -0.03736072778701782, -0.0009950988460332155, 0.004577654879540205, 0.06780475378036499, 0.005204707384109497, -0.05394183099269867, -0.022043077275156975, 0.010111905634403229, -0.024689732119441032, 0.016017034649848938, 0.005831757560372353, -0.0002464503049850464, 0.01927158609032631, 0.0602974109351635, -0.007961281575262547, 0.011001291684806347, 0.009539657272398472, 0.0008223155746236444, 0.040177952498197556, -0.013414256274700165, -0.0019702045246958733, -0.020779598504304886, -0.02327553555369377, -0.029265331104397774, 0.36967089772224426, -0.029270218685269356, -0.007469948381185532, 0.008083048276603222, 0.03083464317023754, -0.031161878257989883, -0.010822132229804993, 0.02339206263422966, -0.021498126909136772, -0.042898423969745636, -0.07205427438020706, -0.01920202188193798, 0.04674944281578064, -0.00045471411431208253, -0.042394429445266724, -0.005930277053266764, 0.0053624315187335014, 0.03943498060107231, -0.04499119520187378, -0.008293005637824535, 0.006744006182998419, 0.026192232966423035, -0.04154545068740845, -0.019157247617840767, 0.0424467958509922, 0.033699002116918564, -0.043544624000787735, 0.028826914727687836, 0.03809872269630432, 0.04997878521680832, 0.0031477101147174835, 0.05137057974934578, -0.03925018385052681, -0.07906289398670197, -0.029707595705986023, 0.008843065239489079, 0.05427407845854759, 0.04525577649474144, 0.014420529827475548, -0.017803113907575607, 0.028612729161977768, 0.026878375560045242, -0.07305125147104263, 0.021187065169215202, -0.0004955378826707602, -0.0660264641046524, 0.09516000002622604, -0.035683371126651764, -0.001370524289086461, -0.012899775058031082, -0.012057099491357803, 0.03191215172410011, 0.02729775942862034, -0.022163808345794678, -0.06198819726705551, 0.0299815833568573, 0.02963477373123169, 0.039662182331085205, 0.004971962887793779, -0.043153874576091766, -0.013014261610805988, -0.06716756522655487, 0.00978402141481638, -0.06275720149278641, 0.05407523363828659, -0.011715199798345566, -0.08953004330396652, -0.07263825833797455, 0.01905803196132183, 0.012311573140323162, -0.10169341415166855, 0.014471356756985188, -0.011777115985751152, -0.05430876091122627, -0.021409593522548676, 0.018023375421762466, -0.009273255243897438, -0.004989649169147015, -0.010434121824800968, 0.029617028310894966, 0.023825369775295258, -0.007026166655123234, 0.027125366032123566, -0.007248555775731802, -0.018013138324022293, 0.020504070445895195, -0.058898769319057465, -0.015385814942419529, -0.005842356011271477, 0.001545493840239942, -0.023994015529751778, -0.006284694187343121, -0.038219306617975235, -0.09879989922046661, 0.0772399976849556, -0.06895018368959427, -0.01946306601166725, 0.024096818640828133, 0.0036284220404922962, 0.023420417681336403, -0.059596188366413116, 0.09419167041778564, 0.007744781207293272, 0.01578458584845066, 0.05276544764637947, -0.028369305655360222, 0.021711647510528564, 0.03606297820806503, -0.06077307090163231, 0.024226173758506775, 0.0571780651807785, -0.05411030352115631, -0.0005594447138719261, 0.012465264648199081, 0.025050891563296318, 0.009217352606356144, -0.02937738224864006, -0.00540301064029336, 0.014709197916090488, -0.003948855679482222, 0.04044483229517937, -0.015333892777562141, -0.027120711281895638, -0.015024065040051937, -0.3452425003051758, -0.03462815284729004, 0.013305741362273693, -0.0319298654794693, 0.030513782054185867, -0.030216047540307045, -0.011697526089847088, -0.004158888012170792, -0.04438351094722748, 0.03116426430642605, 0.04863792657852173, 0.04648681730031967, 0.004237985238432884, -0.09898288547992706, 0.00512801855802536, -0.015498452819883823, -0.014373027719557285, -0.09161030501127243, -0.022313328459858894, 0.025785477831959724, -0.024702316150069237, 0.008133194409310818, -0.02852683514356613, -0.040445324033498764, 0.035247236490249634, -0.03610096499323845, 0.11254269629716873, -0.021491488441824913, 0.13170255720615387, -0.02476850338280201, 0.06045178323984146, 0.02396528050303459, 0.012426741421222687, -0.03867775574326515, 0.017223456874489784, -0.05853462591767311, -0.028339369222521782, 0.01680563949048519, 0.06062184274196625, -0.02761995419859886, -0.010899318382143974, -0.011016164906322956, -0.022167064249515533, -0.03822270780801773, 0.014947851188480854, -0.015056274831295013, 0.03219480440020561, -0.021999316290020943, -0.019029205664992332, 0.09515491127967834, -0.00894746370613575, -0.0021011459175497293, 0.02357310615479946, 0.08589063584804535, 0.009113111533224583, -0.013552281074225903, -0.04706483706831932, -0.011559042148292065, -0.03985800966620445, -0.04365900531411171, 0.07941672205924988, 0.049819063395261765, 0.055862683802843094, -0.01180504821240902, 0.008997121825814247, 0.0205400250852108, -0.03234674036502838, -0.01727335900068283, 0.05713369697332382, 0.008294973522424698, -0.026111174374818802, 0.09550057351589203, -0.02555754780769348, -0.007977230474352837, 0.039420317858457565, 0.03907272592186928, -0.018035195767879486, 0.014126704074442387, 0.0063799237832427025, -0.0025861687026917934, -0.014400805346667767, 0.03445339575409889, 0.045199811458587646, -0.04829869791865349, 0.004789337050169706, 0.04473131150007248, -0.03987930715084076, 0.06318128108978271, 0.0828753188252449, -0.058487340807914734, -0.03285885229706764, -0.01053757593035698, -0.0005481349653564394, -0.025627439841628075, 0.05766868218779564, -0.0293765626847744, -0.2348783016204834, -0.035449542105197906, 0.06836020201444626, 0.06602530926465988, -0.06274904310703278, -0.01123423408716917, 0.04103124886751175, -0.06619185209274292, -0.0312962643802166, 0.013098194263875484, 0.017059151083230972, 0.015241981483995914, 0.05043734237551689, -0.02220514975488186, 0.04699784889817238, 0.0031595458276569843, 0.015621520578861237, 0.06075611710548401, 0.04461974278092384, 0.005076003726571798, 0.04275931417942047, 0.0116365822032094, 0.16063469648361206, -0.02510199323296547, -0.018294500187039375, 0.025687608867883682, 0.043213583528995514, 0.024196529760956764, 0.10274313390254974, 0.007404519245028496, 0.07710200548171997, -0.03148190304636955, 0.11143753677606583, 0.013274862430989742, 0.022648263722658157, -0.0784657746553421, 0.004729839973151684, 0.035472262650728226, 0.015301098115742207, -0.0496988482773304, -0.028005504980683327, 0.01769896224141121, -0.020640702918171883, -0.0002741286880336702, 0.09128282219171524, 0.0227432232350111, -0.004027459304779768, -0.06645068526268005, -0.04234281927347183, 0.008921709842979908, -0.04325272887945175, -0.020228523761034012, 0.024327734485268593, -0.02875150367617607, 0.003276312490925193, 0.026715295389294624, 0.025765174999833107, -0.029558612033724785, -0.026605729013681412, 0.00002964478153444361, 0.029901821166276932, 0.016057204455137253, 0.08991099148988724, 0.05814443156123161, 0.03465215116739273 ]
[ 0.005378548987209797, 0.00467526214197278, -0.03533054515719414, 0.02465921640396118, -0.013402382843196392, 0.00484501663595438, 0.01135249063372612, 0.05059245973825455, -0.011394309811294079, -0.031207889318466187, -0.030209766700863838, -0.028881825506687164, -0.014332707971334457, -0.004971754737198353, 0.025204144418239594, -0.0357518345117569, 0.015332577750086784, 0.010424035601317883, 0.017689784988760948, -0.02313116192817688, -0.0007667854079045355, 0.06318016350269318, 0.034076061099767685, -0.00053063640370965, 0.011423970572650433, -0.017132852226495743, -0.01822946034371853, 0.0006988785462453961, 0.03289590775966644, -0.15506629645824432, -0.016582956537604332, -0.01504471618682146, -0.004691219888627529, 0.03125675395131111, 0.020284222438931465, -0.016674349084496498, 0.0223626047372818, -0.003301064483821392, -0.004490830469876528, 0.019886333495378494, -0.02468513324856758, -0.008767133578658104, -0.0000015218203088807059, -0.0032057517673820257, -0.02252812869846821, -0.004804746713489294, 0.0062301140278577805, -0.021466786041855812, 0.002973417052999139, -0.007287688087671995, -0.02986580692231655, 0.0130018824711442, -0.021591905504465103, 0.020213671028614044, 0.03363817185163498, 0.0014576390385627747, 0.005899111274629831, -0.006609260104596615, 0.012938505969941616, -0.009512191638350487, -0.010407499969005585, 0.013204222545027733, -0.009355735965073109, -0.02302250824868679, 0.004739226773381233, -0.016490379348397255, -0.008677849546074867, -0.011253471486270428, 0.005287674255669117, -0.012814127840101719, -0.021071696653962135, 0.01799849607050419, -0.0007469735573977232, 0.03189857676625252, -0.011617586016654968, 0.02848212979733944, 0.030632436275482178, -0.028920978307724, 0.03450328856706619, -0.006760725751519203, -0.01639084331691265, 0.01557350717484951, 0.012213785201311111, 0.040744129568338394, 0.03406029939651489, 0.01338911522179842, -0.013957793824374676, 0.0203913152217865, 0.01740589551627636, 0.01163738314062357, -0.024428024888038635, 0.008426823653280735, -0.0008140282589010894, 0.025371931493282318, -0.050801001489162445, 0.005478454753756523, -0.0107491509988904, -0.03343340754508972, 0.003391759702935815, 0.8726836442947388, -0.017652621492743492, 0.021257510408759117, 0.03873715549707413, 0.016380775719881058, -0.016716236248612404, -0.018436355516314507, 0.02863231673836708, -0.005608433857560158, 0.01895211450755596, -0.052834298461675644, 0.030154520645737648, 0.004818272776901722, 0.023503858596086502, 0.0016798591241240501, 0.028363700956106186, -0.0009326563449576497, 0.01362850982695818, -0.03461984544992447, 0.0019233619095757604, 0.007696669548749924, -0.003979956731200218, 0.0008125320891849697, 0.00394701212644577, 0.03479822725057602, 0.024444490671157837, -0.17040541768074036, 0.004156908951699734, -7.859577838840501e-33, 0.02036748267710209, -0.012299473397433758, 0.016628950834274292, 0.004147654864937067, 0.02552873082458973, 0.0016172504983842373, 0.02291562780737877, 0.008131757378578186, 0.005608447827398777, -0.02322351559996605, -0.0065713077783584595, -0.03904515877366066, -0.006052122917026281, -0.02556821145117283, 0.033872030675411224, -0.004376457538455725, 0.004448637366294861, 0.03669297322630882, -0.011508049443364143, 0.018657591193914413, 0.06310286372900009, 0.020435141399502754, 0.005224921740591526, 0.0008457208750769496, 0.019403591752052307, 0.005060053896158934, -0.00006830580969108269, 0.008590174838900566, 0.011493503116071224, -0.04248214513063431, -0.03921058028936386, -0.003897228976711631, -0.016506243497133255, -0.022808052599430084, 0.01726403832435608, -0.06453912705183029, 0.006635291967540979, 0.0038705412298440933, -0.013982639648020267, -0.011413362808525562, -0.05035306140780449, 0.014917961321771145, -0.023111678659915924, 0.01533431839197874, 0.007973002269864082, -0.016261853277683258, -0.006156732328236103, 0.026166146621108055, 0.025680266320705414, -0.020116984844207764, 0.021360047161579132, 0.02404981665313244, -0.017120005562901497, -0.027521714568138123, 0.0006287352298386395, 0.014226710423827171, 0.01862329989671707, 0.013750473968684673, 0.020796727389097214, 0.04244380071759224, -0.02135256864130497, -0.02117295376956463, -0.025894172489643097, 0.017000211402773857, -0.020899562165141106, -0.00602160207927227, -0.011232352815568447, -0.026483707129955292, 0.018094491213560104, -0.025284498929977417, -0.057170312851667404, -0.02749776840209961, -0.03209920972585678, -0.050668228417634964, 0.020465685054659843, -0.025495318695902824, 0.0038955083582550287, -0.015302239917218685, 0.009581022895872593, 0.003150699660181999, 0.021351302042603493, -0.006637326907366514, -0.005012953653931618, -0.006068831775337458, -0.006196047645062208, -0.04065999761223793, 0.033060796558856964, -0.006889378186315298, -0.0018054834799841046, 0.01757207326591015, 0.03343991935253143, -0.010498923249542713, -0.016284167766571045, -0.03573619946837425, -0.014654884114861488, 7.671058667011346e-33, -0.030605550855398178, 0.012686396948993206, -0.029419565573334694, 0.006482071243226528, -0.008571766316890717, -0.008895947597920895, 0.030627837404608727, 0.024111269041895866, -0.026326902210712433, 0.031522486358881, -0.015646077692508698, -0.018970755860209465, -0.021536877378821373, 0.031047165393829346, 0.017026415094733238, -0.025380605831742287, -0.005752330180257559, -0.022069308906793594, 0.019716450944542885, 0.03321338817477226, 0.030431201681494713, 0.024017704650759697, 0.0361940898001194, 0.006136890035122633, -0.013817405328154564, 0.06391794234514236, -0.03462561219930649, 0.0014828185085207224, 0.009809115901589394, -0.0022649269085377455, 0.038214538246393204, -0.021426239982247353, 0.012449018657207489, -0.03230100870132446, -0.01653210259974003, 0.013647269457578659, 0.010503290221095085, -0.02170601859688759, 0.010827247984707355, 0.011363712139427662, 0.028958285227417946, -0.007035740651190281, 0.0024079475551843643, 0.011489437893033028, -0.016045616939663887, 0.008389732800424099, -0.0026324884966015816, -0.022877192124724388, -0.002319140825420618, 0.014338839799165726, 0.0005027398583479226, -0.002501565730199218, -0.021859563887119293, 0.025821423158049583, -0.01218454074114561, -0.0031693903729319572, -0.0008648631046526134, -0.016482552513480186, -0.04205559194087982, 0.001092369551770389, -0.03529219329357147, -0.010620049200952053, 0.0084599070250988, 0.005965015385299921, -0.006430791225284338, -0.009458906948566437, -0.01598549447953701, -0.01882883720099926, -0.007256023120135069, 0.01022238191217184, -0.023005187511444092, 0.005655978806316853, 0.007120841182768345, 0.03540752828121185, -0.004990921355783939, -0.00650939391925931, -0.013374051079154015, 0.0024372837506234646, 0.0001402929046889767, 0.03514719381928444, 0.007812394294887781, -0.0333297923207283, 0.0270809568464756, -0.005238748155534267, -0.026965448632836342, -0.015635021030902863, 0.007084910292178392, 0.01631901226937771, 0.017757611349225044, -0.004972756374627352, -0.02143707685172558, -0.032528355717659, -0.015712732449173927, 0.006643359083682299, 0.02026885747909546, -1.3577810875631258e-8, -0.06896708905696869, 0.019760876893997192, -0.026401318609714508, 0.04696425795555115, 0.014530321583151817, -0.02085065469145775, -0.03606364503502846, -0.02930573746562004, 0.02261933498084545, 0.017772251740098, 0.009038683958351612, 0.008536441251635551, 0.010816867463290691, -0.014703192748129368, 0.03812549263238907, -0.042419373989105225, 0.005801493767648935, -0.028875725343823433, 0.028887398540973663, -0.017603013664484024, -0.007448067422956228, 0.031221412122249603, -0.02410249598324299, 0.00977760273963213, 0.003529778914526105, 0.02362741343677044, 0.012207349762320518, -0.04682533070445061, 0.023858927190303802, 0.01873423531651497, 0.02366814576089382, -0.01489918865263462, -0.017406458035111427, 0.011821852065622807, -0.039131373167037964, -0.03268943727016449, 0.016295691952109337, 0.015519032254815102, 0.030034814029932022, 0.008487827144563198, 0.0018248087726533413, -0.02108917571604252, -0.01298102643340826, -0.01704087108373642, -0.024932503700256348, -0.006010304670780897, -0.011330979876220226, 0.0012266874546185136, 0.02801610715687275, -0.01754039153456688, 0.0028477401938289404, 0.0070921750739216805, -0.01759495586156845, 0.011946696788072586, 0.006484322715550661, 0.013233527541160583, -0.02190548926591873, -0.01907402090728283, -0.04959883540868759, 0.00965079851448536, 0.022407587617635727, -0.007663038093596697, -0.022584132850170135, -0.012725514359772205 ]
f-forcing-type-to-unit-for-assertshouldthrow-in-xunitnet
https://markhneedham.com/blog/2009/03/28/f-forcing-type-to-unit-for-assertshouldthrow-in-xunitnet
false
2009-03-10 10:31:27
DDD: Repository pattern
[ "domain-driven-design" ]
[ "Domain Driven Design" ]
The http://domaindrivendesign.org/discussion/messageboardarchive/Repositories.html[Repository] pattern from Domain Driven Design is one of the cleanest ways I have come across for separating our domain objects from their persistence mechanism. Until recently every single implementation I had seen of this pattern involved directly using a database as the persistence mechanism with the repository acting as a wrapper around the Object Relational Mapper (Hibernate/NHibernate). Now I consider there to be two parts to the repository pattern: . The abstraction of the persistence mechanism away from our other code by virtue of the creation of repositories which can be interacted with to save, update and load domain objects. . The need for these repositories to only be available for http://domaindrivendesign.org/discussion/messageboardarchive/Aggregates.html[aggregate] roots in our domain and not for every single domain object. Access to other objects would be via the aggregate root which we could retrieve from one of the repositories. This pattern can also be useful when we retrieve and store data via services which we have been doing recently. Of course eventually the data is stored in a database but much further up stream. To start with we were doing that directly from our controllers but it became clear that although we weren't interacting directly with a database the repository pattern would still probably be applicable. The way we use it is pretty much the same as you would if it was abstracting an ORM: image::{{<siteurl>}}/uploads/2009/03/repository.gif[repository.gif,448] I think with an ORM the mapping would be done before you got the data back so that's an implementation detail that is slightly different but as far as I can see the concept is the same.
null
null
[ -0.011573296040296555, -0.0037830292712897062, 0.004272031132131815, 0.0515703521668911, 0.0731998085975647, -0.014144470915198326, 0.038801901042461395, 0.022395165637135506, -0.0076643661595880985, 0.004743699450045824, -0.004111652262508869, -0.01721787266433239, -0.06054498627781868, 0.035481568425893784, -0.02443494275212288, 0.06219130754470825, 0.057155780494213104, -0.007657622918486595, 0.017257606610655785, 0.014900554902851582, -0.0065465825609862804, 0.04929947480559349, -0.018348058685660362, 0.04456630349159241, 0.04227307811379433, 0.039573729038238525, 0.028002116829156876, 0.021861977875232697, -0.04850568249821663, -0.03552570939064026, 0.025591682642698288, -0.010050972923636436, 0.0016749456990510225, 0.01806154102087021, 0.02781597711145878, -0.016988208517432213, -0.036769233644008636, -0.0008393314201384783, 0.009224670007824898, 0.009331065230071545, -0.07316666841506958, 0.027845222502946854, -0.013436153531074524, 0.004229204263538122, -0.05229366943240166, 0.013299700804054737, -0.07611489295959473, 0.006713399663567543, 0.0004095307376701385, 0.013738625682890415, -0.06802361458539963, 0.039931770414114, -0.03543303161859512, 0.01074191927909851, -0.01675289124250412, 0.03927646204829216, 0.02471010759472847, -0.09088607877492905, 0.009597738273441792, -0.03300132229924202, 0.010034159757196903, -0.006612956058233976, 0.006417701952159405, -0.00424594059586525, -0.011064060963690281, -0.02851639688014984, -0.00829828530550003, 0.04286044463515282, -0.044359464198350906, -0.0012468817876651883, -0.00003871328954119235, -0.017381444573402405, 0.016382109373807907, 0.00673831719905138, 0.012171951122581959, -0.05565495043992996, -0.002208215883001685, 0.056884173303842545, 0.01622031442821026, 0.04602093994617462, -0.03899557143449783, 0.0008513302891515195, 0.0018782115075737238, 0.016231169924139977, 0.015931762754917145, -0.05392260476946831, -0.045429255813360214, -0.011182287707924843, -0.050683215260505676, 0.06620174646377563, -0.022670438513159752, -0.06726141273975372, -0.006802556570619345, 0.008112864568829536, -0.020121188834309578, -0.005040674936026335, 0.029496973380446434, 0.0072359926998615265, 0.0029385406523942947, 0.010605416260659695, -0.021256888285279274, -0.005558178760111332, 0.022773250937461853, 0.01485702395439148, -0.06643549352884293, -0.025717874988913536, -0.05839588865637779, -0.03414060175418854, 0.004515334032475948, -0.013181986287236214, -0.03871549293398857, 0.011462463065981865, -0.02787776291370392, 0.011343244463205338, -0.041280295699834824, 0.07257906347513199, 0.0035093531478196383, -0.07236511260271072, 0.005417338106781244, 0.029150374233722687, 0.0625903457403183, 0.006280800327658653, -0.03636317700147629, 0.04737953841686249, -0.00784214586019516, 0.03115822561085224, -0.029053062200546265, 0.04632514342665672, -0.04931625351309776, -0.08029389381408691, 0.018004003912210464, 0.028665883466601372, -0.017366718500852585, 0.016249679028987885, -0.008184495382010937, -0.033918458968400955, -0.013973131775856018, -0.009348873980343342, 0.07865478843450546, 0.013703597709536552, -0.011296439915895462, -0.05756014585494995, -0.009706506505608559, -0.003939822781831026, 0.040474578738212585, 0.005484079010784626, 0.0058916350826621056, -0.03417624160647392, -0.02292442135512829, 0.01812199130654335, 0.02186542935669422, 0.047935616225004196, 0.0499703586101532, -0.041765693575143814, 0.00928078219294548, 0.09720732271671295, 0.012290005572140217, 0.00817843433469534, 0.03742295876145363, 0.0322747528553009, 0.022725826129317284, 0.022972285747528076, 0.010339434258639812, 0.03287062048912048, 0.022969624027609825, -0.030615705996751785, 0.002585817826911807, 0.05716922879219055, -0.0006960185710340738, -0.00591169623658061, -0.07587781548500061, -0.08127439022064209, 0.0559794120490551, -0.04543139412999153, -0.008458144962787628, 0.021207237616181374, 0.08158529549837112, 0.045654844492673874, 0.05298939347267151, -0.022551901638507843, -0.07216566056013107, 0.0028536163736134768, 0.00732783367857337, 0.015624752268195152, 0.011322787031531334, -0.022495370358228683, 0.07528048753738403, 0.025805899873375893, -0.011264340952038765, 0.04718692973256111, -0.07638213783502579, -0.05774202197790146, 0.00831042043864727, -0.010517067275941372, 0.04145989194512367, -0.032631613314151764, 0.01506240013986826, 0.08767924457788467, 0.017934933304786682, 0.04201154410839081, 0.012821531854569912, 0.004840557463467121, 0.024839460849761963, -0.06010866165161133, -0.010312686674296856, 0.040803197771310806, 0.035438310354948044, 0.023903464898467064, -0.042619869112968445, -0.03211783617734909, 0.009439725428819656, -0.012263061478734016, 0.03159336745738983, -0.02137683518230915, 0.046236224472522736, -0.006220821291208267, 0.03759390488266945, -0.016857024282217026, 0.0431615449488163, -0.052683621644973755, -0.004785262048244476, 0.019032513722777367, -0.02964235283434391, 0.022378120571374893, -0.0024372125044465065, 0.11101808398962021, 0.05704127997159958, -0.009766981936991215, -0.022835232317447662, 0.048259761184453964, 0.01827252097427845, -0.012418068945407867, 0.01001083105802536, -0.02050124853849411, 0.02129543572664261, 0.02821897342801094, -0.026685941964387894, -0.02043904736638069, 0.017287956550717354, -0.022914418950676918, 0.013302654027938843, 0.06540155410766602, -0.026689451187849045, 0.04069196432828903, 0.010743166320025921, -0.01967918500304222, 0.005271664820611477, -0.026933789253234863, -0.06755382567644119, 0.010868273675441742, -0.0015894100069999695, -0.011441748589277267, 0.05064649134874344, -0.028581326827406883, -0.0047729904763400555, -0.022792324423789978, -0.026827476918697357, 0.02202959917485714, -0.00318636535666883, 0.08187811076641083, -0.030063431710004807, 0.06254494935274124, -0.02902311459183693, 0.022462230175733566, -0.015993697568774223, -0.04228004068136215, -0.018917141482234, 0.0033861042466014624, -0.008025774732232094, 0.027833782136440277, 0.02342686615884304, 0.008819010108709335, 0.03402407094836235, 0.019280917942523956, -0.022224659100174904, -0.025335030630230904, 0.020939001813530922, 0.0011452343314886093, -0.029774172231554985, -0.039708007127046585, -0.0658741146326065, 0.043142590671777725, -0.052088961005210876, -0.007053751032799482, -0.0032259607687592506, -0.07525936514139175, 0.06151502579450607, -0.07655468583106995, -0.06654034554958344, 0.019948257133364677, 0.0483548566699028, 0.035645898431539536, 0.015780320391058922, 0.02343902923166752, 0.06968563050031662, 0.034458860754966736, -0.004344559274613857, -0.0064995139837265015, 0.018861426040530205, 0.03190100938081741, -0.01889950968325138, -0.0019100302597507834, 0.06531908363103867, -0.0016672330675646663, 0.006823978386819363, -0.07337670028209686, 0.030063437297940254, 0.024687163531780243, -0.2801409363746643, 0.015135983005166054, 0.00007294346141861752, -0.05689913406968117, 0.041909296065568924, -0.007532221730798483, 0.009923537261784077, -0.03810380399227142, -0.03707130625844002, 0.025258196517825127, -0.006018036510795355, -0.046536508947610855, 0.019137660041451454, 0.0500694178044796, -0.0013823298504576087, 0.03554515540599823, 0.048925433307886124, -0.03748622164130211, 0.0016202926635742188, 0.03420325741171837, -0.03335805982351303, -0.071139395236969, 0.005875800736248493, 0.048715151846408844, 0.011986704543232918, 0.0442068949341774, -0.06896381825208664, 0.009967964142560959, -0.04794210195541382, 0.003326350124552846, 0.028218407183885574, 0.007843906059861183, -0.02070731483399868, -0.005347073078155518, -0.027618499472737312, -0.011521599255502224, 0.019922632724046707, 0.023164812475442886, 0.013647905550897121, 0.019989820197224617, -0.011504890397191048, -0.03145530819892883, -0.01625095121562481, 0.01741647720336914, 0.08585835248231888, -0.016316784545779228, -0.0750187411904335, 0.002859370084479451, -0.03089514560997486, 0.08114510029554367, -0.04394402727484703, -0.03084620088338852, 0.005404159426689148, 0.039537157863378525, -0.019556980580091476, -0.01888725720345974, -0.004863065201789141, -0.01045505702495575, -0.03996407985687256, -0.036427926272153854, -0.013118064031004906, -0.049509745091199875, -0.01566466875374317, -0.05075690150260925, -0.025980208069086075, -0.05227701738476753, -0.06788105517625809, 0.003890560707077384, 0.07756540179252625, 0.03678961098194122, -0.0363273061811924, 0.015446959994733334, -0.022769998759031296, -0.12257563322782516, -0.013174324296414852, -0.023345550522208214, -0.009737708605825901, -0.015699120238423347, -0.011878639459609985, 0.05185544490814209, -0.028737323358654976, -0.025332489982247353, 0.017876045778393745, 0.04297206550836563, 0.00470375781878829, -0.005320707336068153, 0.059901896864175797, -0.0211959108710289, -0.029406627640128136, 0.011085310950875282, 0.056623026728630066, -0.01228345837444067, -0.02073454111814499, -0.018961820751428604, 0.0011686548823490739, 0.02958075888454914, 0.019580518826842308, -0.016700271517038345, -0.0013347764033824205, 0.02417161501944065, 0.05588115006685257, -0.06725576519966125, 0.0332145094871521, -0.010008106008172035, -0.01131462398916483, -0.032795101404190063, -0.04045860469341278, 0.028608083724975586, 0.015070860274136066, 0.03079919144511223, -0.031470343470573425, -0.03374694660305977, 0.02648451179265976, -0.06970037519931793, -0.045859046280384064, -0.03741953894495964, -0.022243915125727654, 0.02038360945880413, 0.0005190490046516061, -0.014194434508681297, -0.02783079817891121, 0.031614627689123154, 0.02064283937215805, -0.02222111076116562, -0.05123737081885338, -0.023198546841740608, -0.016261393204331398, -0.019248107448220253, 0.02232462354004383, 0.009317118674516678, 0.011074013076722622, 0.010896386578679085, 0.01815776340663433, -0.03784823417663574, 0.029566502198576927, -0.009681188501417637, -0.014702667482197285, -0.03506509214639664, -0.03341008350253105, -0.013461397029459476, -0.0009764229180291295, -0.004417750518769026, 0.018460465595126152, 0.03060927242040634, 0.038139767944812775, 0.01948501728475094, 0.060892120003700256, 0.03074205107986927, 0.019816743209958076, 0.0022200914099812508, 0.01510984543710947, -0.07213304936885834, 0.018986308947205544, -0.04201431944966316, -0.0280714500695467, -0.03362211957573891, 0.03516406565904617, -0.021254513412714005, -0.023882966488599777, -0.04057222232222557, -0.003331440035253763, -0.04822457954287529, -0.004934379365295172, -0.018516268581151962, -0.012183542363345623, 0.06312550604343414, -0.0371987409889698, 0.0160219743847847, -0.013847019523382187, -0.025406483560800552, 0.01538462471216917, 0.01692337729036808, -0.0278263408690691, 0.017637349665164948, 0.008506623096764088, -0.022632939741015434, -0.0019752271473407745, 0.02352883853018284, 0.042919646948575974, 0.01747445948421955, -0.002833896316587925, -0.002637177938595414, 0.010083905421197414, 0.0060420893132686615, 0.04099889099597931, 0.03641147539019585, 0.0026737821754068136, 0.005453734192997217, -0.014851724728941917, -0.00942318420857191, -0.00884341262280941, -0.00267970934510231, -0.009580167010426521, 0.008566830307245255, -0.0351564884185791, -0.07226148247718811, 0.0608857125043869, 0.01085636392235756, 0.011616658419370651, 0.018007561564445496, 0.01506816316395998, 0.0015083631733432412, -0.035509154200553894, 0.043127793818712234, 0.031561873853206635, -0.05073682963848114, 0.015681343153119087, 0.010622439906001091, 0.008755099028348923, 0.010728525929152966, 0.03337520360946655, -0.03157378360629082, -0.03823869302868843, -0.021559031680226326, 0.018705062568187714, -0.04954006150364876, -0.019242068752646446, -0.04146800562739372, 0.029859356582164764, 0.026493730023503304, -0.009831730276346207, -0.00484830979257822, -0.00636636558920145, 0.01973300240933895, -0.03356561064720154, 0.023801179602742195, 0.0015727212885394692, 0.0035023908130824566, -0.006659697275608778, -0.03470930829644203, 0.027879789471626282, -0.03463270142674446, 0.00856198649853468, 0.008386138826608658, -0.033232804387807846, -0.020771624520421028, 0.0015667119296267629, 0.027939090505242348, -0.01682962477207184, 0.049597226083278656, 0.00542964693158865, 0.0030421109404414892, -0.008572560735046864, -0.01464773714542389, -0.03604628145694733, 0.01627351902425289, -0.012065167538821697, -0.012580581940710545, 0.006027662195265293, 0.06644205749034882, 0.004823202732950449, 0.037146784365177155, -0.018573379144072533, -0.021618500351905823, 0.05778743326663971, -0.07825697958469391, -0.02544909529387951, -0.040540874004364014, -0.050621844828128815, 0.006221219431608915, 0.01755288802087307, 0.019203737378120422, -0.002470080042257905, 0.02779104746878147, 0.03201678767800331, 0.017066648229956627, 0.05088966339826584, 0.03067045658826828, 0.0672135204076767, -0.0400475449860096, -0.015953125432133675, -0.060792647302150726, 0.01641780324280262, 0.03047517128288746, 0.016747163608670235, -0.012844023294746876, -0.019079022109508514, -0.04484560713171959, 0.032355763018131256, -0.05566750839352608, -0.03226108103990555, 0.014296501874923706, 0.0026947588194161654, -0.010828444734215736, 0.00007861127960495651, -0.06100798398256302, 0.028003079816699028, 0.02836461365222931, -0.027228647843003273, -0.054546553641557693, -0.02570417709648609, 0.03997838869690895, 0.01587582193315029, 0.011276147328317165, -0.04615456238389015, 0.007286902517080307, 0.07580825686454773, 0.005203328561037779, 0.007178032770752907, 0.05600939318537712, -0.009609704837203026, 0.05612639710307121, 0.01590570993721485, -0.010026413947343826, 0.0041648936457931995, -0.011564647778868675, -0.01545064989477396, -0.06909040361642838, 0.03886951133608818, -0.006546606309711933, -0.02105744741857052, -0.03963971138000488, 0.06557105481624603, 0.03432212024927139, -0.025296753272414207, -0.06725874543190002, 0.034255485981702805, -0.021942628547549248, -0.024073585867881775, -0.000299119099508971, -0.007805974222719669, -0.023859411478042603, 0.05780172348022461, -0.009828473441302776, 0.040409404784440994, 0.0621187686920166, -0.006611655466258526, -0.019601698964834213, -0.004422200843691826, 0.07961899787187576, 0.08460372686386108, 0.028694789856672287, 0.017018668353557587, 0.06412403285503387, -0.021866094321012497, -0.03657443821430206, 0.03069097176194191, -0.033996209502220154, -0.03135431557893753, -0.012525627389550209, -0.009410933591425419, 0.06194109097123146, -0.0437944158911705, 0.05022728815674782, -0.04076598584651947, -0.012959248386323452, -0.0032217472326010466, -0.012328489683568478, 0.03415439650416374, 0.03386298194527626, 0.014524123631417751, 0.013212445192039013, -0.025282487273216248, -0.012957477010786533, -0.004756297916173935, -0.022361483424901962, -0.03047129139304161, 0.016037022694945335, -0.004203703720122576, 0.03130030632019043, 0.007933558896183968, 0.027646970003843307, 0.08320413529872894, -0.016778474673628807, -0.005352390464395285, -0.005712108686566353, -0.0036845931317657232, 0.0002857430372387171, 0.011756176128983498, 0.00894024595618248, -0.017634980380535126, 0.007086008321493864, -0.012339009903371334, -0.016875600442290306, -0.010700339451432228, -0.03135080263018608, 0.05905551835894585, -0.005651578772813082, -0.01803794875741005, 0.026356462389230728, -0.0010854502907022834, -0.03136124461889267, -0.03368410840630531, -0.06296009570360184, -0.0065949042327702045, -0.06516667455434799, -0.012783199548721313, 0.05195140838623047, -0.009470653720200062, -0.05118066072463989, -0.030641714110970497, -0.0023553415667265654, -0.03320779278874397, 0.04342524707317352, -0.05425906553864479, -0.018700188025832176, 0.03864206001162529, 0.03330183029174805, 0.04431114345788956, 0.03475144878029823, 0.06706161797046661, 0.0175275020301342, 0.0027829837054014206, -0.04572681710124016, 0.01700707897543907, 0.0430850014090538, 0.025289485231041908, 0.00743383402004838, -0.07926501333713531, 0.006945751141756773, 0.02908756025135517, -0.014378534629940987, -0.07554904371500015, 0.013728444464504719, 0.017770856618881226, -0.013478361070156097, 0.044438738375902176, -0.0353587344288826, -0.020683936774730682, -0.02630806900560856, -0.014269272796809673, -0.0033300018403679132, 0.013815721496939659, 0.04188722372055054, -0.017781216651201248, 0.07789161801338196, 0.06877557188272476, -0.03903841972351074, -0.05355079472064972, 0.005472415592521429, -0.002831696067005396, 0.008537795394659042, -0.028069159016013145, -0.042685676366090775, -0.049861446022987366, -0.07597621530294418, -0.04904591292142868, 0.02362203598022461, -0.042425718158483505, -0.029337812215089798, -0.010215123184025288, 0.034475892782211304, -0.046290162950754166, 0.006562008988112211, -0.03952882066369057, 0.0165102519094944, -0.015572904609143734, -0.03726258873939514, -0.029028642922639847, 0.019118940457701683, 0.01362727303057909, 0.010941535234451294, 0.028553271666169167, -0.04724500700831413, 0.00275614345446229, -0.008781412616372108, 0.04167952761054039, 0.018001019954681396, 0.010965089313685894, 0.029702233150601387 ]
[ -0.044510308653116226, -0.023124489933252335, -0.025630326941609383, -0.028926189988851547, 0.05630576238036156, -0.039275433868169785, -0.05590993911027908, 0.0049291630275547504, -0.00954875536262989, -0.0038236991968005896, -0.019693545997142792, -0.010141609236598015, 0.01948617771267891, -0.007196216844022274, 0.051706138998270035, 0.010463401675224304, -0.03278201073408127, -0.010535028763115406, 0.05465974286198616, 0.03662349283695221, 0.03927473723888397, -0.02750205434858799, -0.06449122726917267, -0.014604169875383377, -0.008399685844779015, 0.05742836743593216, 0.0452619306743145, -0.01964414492249489, -0.0027211145497858524, -0.19860710203647614, 0.0037905725184828043, 0.011799040250480175, 0.005544526036828756, -0.01770433783531189, 0.022476717829704285, 0.08402032405138016, 0.03690650314092636, 0.01678473874926567, -0.011915638111531734, 0.03424995020031929, -0.019848370924592018, 0.012980442494153976, -0.029726514592766762, -0.010476572439074516, 0.0265577994287014, -0.016647301614284515, 0.01728827878832817, -0.0460829958319664, -0.025263316929340363, 0.0015911383088678122, -0.029297882691025734, 0.034133512526750565, -0.027524901553988457, -0.01749413274228573, 0.011819652281701565, 0.0485529862344265, 0.07296165078878403, 0.05904851108789444, -0.0037776047829538584, -0.017959296703338623, 0.04597070440649986, 0.010135136544704437, -0.11233603209257126, 0.08018533140420914, 0.019247783347964287, 0.03843849152326584, 0.0004962793318554759, -0.019052540883421898, -0.0013919153716415167, 0.07753682881593704, -0.002233204199001193, -0.00017802360525820404, -0.0780174508690834, 0.0257611982524395, 0.011337785050272942, -0.014919583685696125, -0.006341336760669947, 0.008008778095245361, 0.017014451324939728, -0.012397345155477524, -0.05611063912510872, 0.013087550178170204, -0.019004542380571365, 0.017746536061167717, -0.03175057843327522, -0.02213210240006447, 0.02101052738726139, 0.0011827751295641065, 0.010219723917543888, 0.025846630334854126, 0.015537471510469913, 0.0021847584284842014, 0.06396961212158203, -0.01254289224743843, -0.07067737728357315, -0.001116379746235907, -0.032866884022951126, 0.022124530747532845, 0.03711884841322899, 0.39877551794052124, 0.004408067092299461, -0.006061058957129717, 0.04671670123934746, 0.01647224836051464, -0.012060749344527721, 0.0339171402156353, 0.0071469745598733425, -0.03774312883615494, 0.048690058290958405, 0.009310298599302769, -0.004210066981613636, -0.012724997475743294, 0.0135652432218194, -0.03886238485574722, 0.036186207085847855, -0.026277463883161545, -0.007117696572095156, 0.04334450513124466, -0.03344415873289108, 0.004561598878353834, -0.041727859526872635, 0.011879880912601948, 0.042904917150735855, 0.031202241778373718, 0.0046887691132724285, -0.0007265197928063571, -0.0012668465496972203, 0.03400672227144241, 0.0645185187458992, 0.01733805239200592, 0.009184607304632664, -0.0473349466919899, -0.10058464109897614, -0.018321629613637924, -0.010224447585642338, 0.0016146254492923617, 0.016423607245087624, -0.04045797884464264, -0.03129645437002182, 0.025104627013206482, -0.05095156282186508, 0.010652497410774231, 0.04791674390435219, -0.007915149442851543, -0.0837661400437355, 0.1103048101067543, 0.044879864901304245, -0.023577794432640076, -0.01822504773736, 0.0015397693496197462, 0.001480140839703381, 0.05834732949733734, 0.003318086499348283, -0.08349930495023727, -0.001422210014425218, 0.03797505050897598, 0.07983029633760452, -0.0027184735517948866, -0.032323677092790604, -0.009158799424767494, -0.017956437543034554, -0.045584529638290405, -0.011622868478298187, 0.10971418768167496, 0.02055957168340683, -0.13406334817409515, -0.015609885565936565, 0.016126979142427444, 0.03177914768457413, -0.06604987382888794, 0.007066391408443451, 0.0318630114197731, 0.021524036303162575, -0.03363577276468277, 0.05239120498299599, -0.016186729073524475, -0.025995435193181038, -0.031088946387171745, 0.021473893895745277, 0.024167634546756744, 0.0161418579518795, 0.0018768762238323689, -0.04349546507000923, 0.022041277959942818, -0.01616615243256092, -0.09474091231822968, -0.07117892056703568, 0.04162381589412689, -0.04273011162877083, -0.02881430834531784, -0.021966848522424698, -0.03295520693063736, -0.06579933315515518, 0.09738468378782272, -0.004861741792410612, -0.0328160859644413, 0.01920020766556263, 0.019997527822852135, -0.005648046266287565, -0.0007645799778401852, -0.009619390591979027, 0.08608938008546829, -0.04405171796679497, 0.005394716281443834, -0.05134027823805809, 0.04374188557267189, 0.045537319034338, -0.04833444952964783, -0.0010772779351100326, 0.013275756500661373, -0.059253618121147156, 0.00466121407225728, -0.013899499550461769, 0.01338143553584814, -0.028911765664815903, 0.020109280943870544, 0.039460618048906326, 0.03655579313635826, 0.035456933081150055, 0.013253352604806423, -0.024289570748806, -0.021621117368340492, 0.00599655881524086, -0.3423210382461548, -0.037754569202661514, -0.04534726217389107, -0.006851954851299524, 0.02747102826833725, -0.04538751766085625, 0.024001307785511017, 0.0009124522330239415, -0.004068024456501007, -0.018389124423265457, 0.0494534932076931, -0.022355051711201668, -0.029060622677206993, -0.04903601482510567, -0.043263990432024, -0.0006577318999916315, 0.00948096439242363, -0.047738272696733475, -0.09014245122671127, -0.03340618312358856, -0.017493102699518204, -0.0525800883769989, 0.0373627133667469, -0.0932905524969101, 0.022217977792024612, -0.02201206423342228, 0.07599945366382599, -0.04202290251851082, 0.05418683961033821, -0.0503913052380085, 0.051502253860235214, -0.025906484574079514, 0.024850891903042793, -0.1260131150484085, 0.011338047683238983, -0.053005870431661606, 0.015496570616960526, 0.0014140247367322445, 0.043712593615055084, -0.06475401669740677, -0.053387757390737534, 0.015869732946157455, -0.03402336314320564, -0.07598710805177689, -0.009382872842252254, -0.00293645984493196, -0.031741008162498474, -0.015137356705963612, -0.00491339759901166, 0.08322080969810486, -0.010850314050912857, -0.025576280429959297, 0.022222332656383514, 0.02241376042366028, -0.043362490832805634, 0.0012078769505023956, -0.05113786458969116, -0.018280351534485817, 0.041755203157663345, 0.009562219493091106, 0.03621799871325493, 0.07170423865318298, 0.013906401582062244, -0.0613451711833477, 0.02876686118543148, -0.04587544873356819, -0.008231512270867825, 0.023959854617714882, 0.08547042310237885, -0.05934864282608032, -0.01140618696808815, 0.10511811822652817, -0.025866275653243065, -0.00761685473844409, 0.04907626286149025, 0.011031041853129864, -0.03558947518467903, 0.018319737166166306, -0.014071816578507423, 0.0026782467029988766, 0.04498454928398132, -0.04477029666304588, 0.050980810075998306, 0.005317480769008398, 0.020239388570189476, 0.0700005367398262, 0.010164293460547924, -0.053949326276779175, 0.003757730359211564, 0.0029271566309034824, -0.002460889983922243, -0.022299258038401604, -0.03582921251654625, -0.03910933807492256, 0.07191992551088333, -0.0016723725711926818, -0.24105888605117798, 0.04619631543755531, 0.044682905077934265, 0.11813268810510635, 0.012609637342393398, 0.023998580873012543, 0.0587352029979229, -0.05060907080769539, 0.022655323147773743, -0.025911539793014526, 0.04885997995734215, 0.05501803755760193, -0.0016859947936609387, 0.0027942482847720385, 0.03934609144926071, 0.01162322424352169, 0.0626109316945076, -0.007063237484544516, 0.01905154064297676, -0.0576837919652462, 0.02001805417239666, -0.028872419148683548, 0.17078272998332977, 0.003870298620313406, 0.017270969226956367, -0.0035010867286473513, 0.009397616609930992, -0.005858786404132843, 0.04570790007710457, 0.03863784298300743, -0.01588277332484722, -0.018526773899793625, 0.1004125103354454, -0.004780942108482122, 0.0045327311381697655, -0.058239180594682693, 0.01994212158024311, 0.07066339254379272, 0.008432368747889996, -0.011334720999002457, -0.013326563872396946, 0.007625129073858261, -0.04574533924460411, 0.0834600031375885, 0.05157339945435524, -0.019642405211925507, 0.02049402892589569, -0.03220565989613533, -0.03323256969451904, -0.0029240043368190527, -0.010487979277968407, -0.06845132261514664, -0.014617730863392353, -0.006133736111223698, 0.006977540906518698, 0.05477132648229599, -0.010757816024124622, -0.01089455746114254, -0.02770872600376606, 0.018451515585184097, 0.012055043131113052, 0.0245361290872097, 0.08414006233215332, 0.018751012161374092, -0.005449865013360977 ]
[ 0.0014787960099056363, -0.015341641381382942, -0.011575794778764248, 0.028314467519521713, 0.00491819204762578, -0.017610758543014526, -0.004402893129736185, 0.009545180015265942, -0.0023643551394343376, 0.017003722488880157, 0.01720755361020565, 0.02556171640753746, 0.019647400826215744, -0.027151623740792274, 0.007285601459443569, 0.05154835805296898, 0.02056802064180374, -0.021539947018027306, 0.02464449219405651, 0.020284954458475113, -0.0229685939848423, 0.0069786361418664455, 0.012920442968606949, 0.0036039273254573345, -0.0007034555892460048, 0.019474027678370476, -0.02619904652237892, 0.02680477686226368, 0.029256286099553108, -0.1308489590883255, 0.02571287378668785, -0.02255624160170555, -0.006989135406911373, 0.021102184429764748, -0.006932052318006754, 0.028414316475391388, -0.027802105993032455, 0.012785316444933414, -0.011587048880755901, 0.008058256469666958, 0.027718015015125275, -0.023155681788921356, 0.02623944915831089, 0.012780576013028622, 0.015593643300235271, -0.02621336095035076, -0.013321231119334698, -0.02160760387778282, -0.005220790393650532, -0.033970773220062256, -0.00994066521525383, -0.04694423824548721, 0.003838097443804145, 0.013794515281915665, -0.036506060510873795, 0.008861870504915714, -0.00274300598539412, 0.009350488893687725, 0.006441012490540743, -0.02633257769048214, 0.011674800887703896, 0.011594519950449467, -0.03411494940519333, -0.043918054550886154, 0.0045443372800946236, -0.01180429570376873, 0.040628716349601746, 0.02395194210112095, 0.031687743961811066, -0.008564095012843609, 0.000547964358702302, 0.036758482456207275, -0.034020714461803436, -0.0302584171295166, 0.01042851246893406, 0.011014045216143131, 0.01277511939406395, 0.025104831904172897, 0.04709698632359505, -0.034241143614053726, -0.013918648473918438, 0.0320802666246891, -0.010157667100429535, -0.009077177383005619, -0.04158371686935425, -0.009070247411727905, 0.012428602203726768, 0.0007371312822215259, 0.030040370300412178, -0.04822270944714546, -0.002497689099982381, 0.008000642992556095, 0.05606875941157341, 0.00669583585113287, -0.09670732915401459, -0.022387143224477768, 0.011434333398938179, -0.032020118087530136, 0.014762964099645615, 0.8443062901496887, 0.043293021619319916, 0.040872156620025635, -0.019570322707295418, -0.01836438477039337, -0.03201979771256447, -0.014000428840517998, 0.019590970128774643, 0.017397185787558556, 0.010510826483368874, 0.05003965646028519, 0.026316789910197258, 0.0070670247077941895, 0.009024638682603836, 0.024285798892378807, -0.030412539839744568, -0.018945172429084778, -0.013790448196232319, -0.013290226459503174, -0.00676673324778676, -0.03678097203373909, 0.019931232556700706, -0.019480466842651367, -0.008899398148059845, -0.05082569271326065, -0.003717253217473626, -0.16318394243717194, 0.030987119302153587, -7.615593700751766e-33, 0.058372609317302704, 0.002627293113619089, 0.011456387117505074, 0.008389017544686794, 0.045196231454610825, 0.007782413624227047, 0.015353846363723278, 0.030984174460172653, -0.020958181470632553, -0.02483598329126835, -0.033654775470495224, -0.0003231718437746167, -0.03752689063549042, -0.024649282917380333, 0.020044539123773575, 0.003526845946907997, -0.027493435889482498, 0.04136374220252037, 0.011508649215102196, 0.031151823699474335, -0.04378132522106171, 0.04365621134638786, -0.003519875230267644, 0.003912199754267931, 0.04707837849855423, 0.0390041284263134, 0.001025453326292336, 0.001044327626004815, -0.026087749749422073, -0.05357811972498894, 0.041740287095308304, 0.021371468901634216, -0.01958032324910164, -0.005954515188932419, 0.016351835802197456, -0.06341640651226044, 0.0004902009968645871, -0.005009680055081844, -0.028095131739974022, -0.05171474814414978, -0.023144347593188286, -0.0025832150131464005, -0.028010424226522446, -0.012375789694488049, -0.00490485318005085, -0.037681929767131805, 0.025835083797574043, 0.04460762068629265, -0.0010543435346335173, -0.005506681744009256, 0.003263703780248761, 0.000985489459708333, -0.0037635385524481535, 0.005408118013292551, -0.02232281118631363, -0.010937436483800411, -0.03097454272210598, 0.004441915079951286, 0.028909144923090935, -0.019757388159632683, -0.01801392063498497, -0.022671224549412727, 0.0012844459852203727, 0.013245348818600178, -0.014170235954225063, 0.016428273171186447, -0.038539983332157135, 0.005428067408502102, 0.01741173304617405, 0.04298048093914986, -0.01526645291596651, 0.018922138959169388, -0.029000140726566315, -0.031174613162875175, -0.017154211178421974, -0.008119744248688221, 0.02401845157146454, 0.037287041544914246, 0.02071497030556202, 0.06596914678812027, 0.006839582230895758, -0.03617296740412712, -0.02375737577676773, 0.004218712914735079, 0.007382228039205074, 0.03634011000394821, 0.018865978345274925, 0.006678489502519369, 0.01479880977421999, 0.011275309138000011, 0.02430282160639763, 0.019802823662757874, 0.004331926349550486, -0.023938870057463646, -0.0034755440428853035, 8.049704499194406e-33, -0.011694791726768017, 0.02791844867169857, -0.04157111048698425, 0.005528086796402931, 0.031153345480561256, -0.0047649359330534935, -0.007313458248972893, 0.02390618994832039, -0.05602763220667839, -0.002948919078335166, -0.023144986480474472, 0.03445277735590935, -0.02103767916560173, 0.006096786353737116, 0.0342181921005249, -0.05968216434121132, 0.01537367794662714, -0.04809783026576042, 0.011278443038463593, 0.02143315225839615, 0.04806550592184067, 0.012059890665113926, -0.009049834683537483, 0.01803431659936905, 0.04878970980644226, 0.03258480504155159, -0.025652384385466576, -0.0016784004401415586, -0.007400564383715391, 0.009742389433085918, 0.013322682119905949, -0.021373387426137924, 0.0046699452213943005, -0.04077541455626488, -0.02438133768737316, 0.004419228527694941, 0.005072570871561766, -0.009450671263039112, -0.006478359457105398, 0.016110412776470184, -0.03958895802497864, -0.03689294308423996, -0.024050496518611908, 0.019006112590432167, 0.019102126359939575, -0.037957191467285156, 0.0022316144313663244, 0.003352919826284051, 0.016947314143180847, 0.048856209963560104, 0.005467397626489401, -0.031033476814627647, 0.03854139521718025, -0.017569201067090034, 0.03687022253870964, -0.015811029821634293, -0.03176998719573021, 0.008782473392784595, 0.002406467217952013, 0.00040326640009880066, -0.02477625012397766, 0.002615933073684573, -0.03293043375015259, 0.0236610546708107, -0.053005725145339966, 0.03315720707178116, -0.022868584841489792, 0.009853607974946499, -0.024236364290118217, -0.028076566755771637, 0.0015858745900914073, -0.005429537501186132, -0.015971818938851357, 0.0050741820596158504, 0.036146726459264755, -0.03139456734061241, 0.006994830444455147, 0.009239641018211842, 0.003993968479335308, 0.028432846069335938, -0.011806187219917774, -0.0050180754624307156, 0.036194976419210434, -0.01239081285893917, -0.0028509621042758226, -0.007189086172729731, -0.03235223889350891, 0.01461267750710249, 0.024933302775025368, 0.01809045672416687, 0.00027381390100345016, -0.03873895853757858, -0.0021431546192616224, 0.019417021423578262, -0.004699475597590208, -1.3292275724552383e-8, -0.0020267737563699484, 0.019323114305734634, 0.002859555184841156, 0.006603954825550318, 0.02128072828054428, -0.040949296206235886, 0.005917149130254984, -0.006294712889939547, -0.031248049810528755, 0.018509652465581894, 0.04584173858165741, 0.003932485356926918, -0.030977649614214897, 0.018597731366753578, 0.031990211457014084, -0.031094171106815338, 0.0063177477568387985, -0.026416979730129242, 0.0021202981006354094, 0.010216820985078812, 0.009099859744310379, 0.010287516750395298, 0.004847113508731127, -0.001759188249707222, 0.034448668360710144, -0.005846875719726086, 0.040848325937986374, -0.05216505005955696, 0.002630599308758974, 0.007362868171185255, 0.024286240339279175, -0.004473031032830477, -0.036624759435653687, 0.002102799480780959, -0.018863966688513756, -0.016705909743905067, 0.0514397993683815, 0.031734492629766464, 0.024248139932751656, -0.01956462860107422, -0.03062077984213829, -0.004418662749230862, -0.013313177973031998, -0.0120764235034585, -0.04013404622673988, 0.034117572009563446, -0.004230492748320103, 0.021996596828103065, 0.004233815241605043, -0.020327743142843246, -0.0030124892946332693, -0.045983243733644485, 0.011500095948576927, 0.024740224704146385, -0.014497986994683743, -0.010515591129660606, 0.04409046471118927, -0.017724379897117615, 0.0007501127547584474, -0.02860630489885807, 0.05718228593468666, 0.0045035528019070625, -0.006543268915265799, -0.04425489529967308 ]
ddd-repository-not-only-for-databases
https://markhneedham.com/blog/2009/03/10/ddd-repository-not-only-for-databases
false
2009-03-10 22:40:57
OO: Micro Types
[ "oop", "micro-types" ]
[ "OOP" ]
Micro or Tiny types present an approach to coding which seems to divide opinion in my experience, from those who think it's a brilliant idea to those who believe it's static typing gone mad. I fall into the former group. So what is it? The idea is fairly simple - **all primitives and strings in our code are wrapped by a class, meaning that we never pass primitives around.** In essence Rule #3 of Jeff Bay's http://jimbarritt.com/non-random/2009/03/04/object-calisthenics-jeff-bay[Object Calisthenics^]. As I mentioned on a previous post about http://www.markhneedham.com/blog/2009/02/25/c-wrapping-datetime/[wrapping dates^], I was first introduced to the idea by http://darrenhobbs.com/[Darren Hobbs^] as a way of making APIs easier for others to use. In the world of Java method signatures of 3rd party libraries with minimal Javadoc documentation tend to read like so when you look at their method signatures in your chosen editor. [source, java] ---- doSomething(string, string, string, string) ---- The parameter name is sometimes not available meaning that it is now almost impossible to work out what each of those strings is supposed to represent - guesswork becomes the way forward! I noticed an even more subtle example when working on a project last year where there was a method to transfer money between accounts. It looked like a bit like this: [source, java] ---- public void transferMoney(Account debitAccount, Account creditAccount) { // code } ---- See how easy it would be to get those accounts the wrong way around and suddenly the money is going in the wrong direction! I always had to look twice to make sure we were doing the right thing - it was quite confusing. Using micro types we could solve this problem by wrapping account with a more specific class. The signature could potentially read like so: [source, java] ---- public void transferMoney(DebitAccount debitAccount, CreditAccount creditAccount) { // code } ---- And the confusion has been removed. The cost of doing this is obviously that we need to write more code - for the above example maybe something like this: [source, java] ---- public class DebitAccount { private Account debitAccount; public DebitAccount(Account debitAccount) { this.debitAccount = debitAccount; } } ---- We'd then delegate the necessary method calls through to the underlying Account although we probably don't need to expose as many methods as the normal account object would since we only care about it in this specific context. I had the opportunity to work on a project led by http://pilchardfriendly.wordpress.com/[Nick^] for a couple of months last year where we were micro typing everything and I quite enjoyed it although opinion was again split. I felt it helped to keep behaviour and the data together and was constantly forcing you to open your mind to new abstractions. The other argument against the approach is that you are creating objects which have no behaviour. I find here that it depends what you classify as behaviour - for me if there is some logic around the way that a string is formatted when it is going to be displayed then that is behaviour and we should look to put that logic as close to the data as possible i.e. within the micro type. On that project each object rendered itself into a ViewData container which we accessed from our views. [source, java] ---- public class Micro { private string micro; public Micro(string micro) { this.micro = micro; } public void renderTo(ViewData viewData) { viewData.add(micro); } } ---- If an object contained more than one piece of data it could then decide which bits needed to be rendered. It's certainly not for everyone but it's an approach that I felt made coding much more enjoyable and code much easier to navigate.
null
null
[ 0.02070135809481144, 0.006081459578126669, -0.009501959197223186, 0.0323336236178875, 0.05713403597474098, 0.03339168801903725, 0.03297341987490654, 0.012945456430315971, -0.002193813445046544, -0.015993833541870117, 0.01127304881811142, -0.006928516086190939, -0.06268127262592316, 0.029093585908412933, -0.03573545813560486, 0.061883486807346344, 0.08125129342079163, -0.02015738934278488, 0.02095014974474907, 0.010309653356671333, 0.0036424552090466022, 0.06908807158470154, 0.01198060717433691, 0.01307727862149477, 0.011073580943048, 0.046404577791690826, -0.013814733363687992, -0.002588230650871992, -0.0699860155582428, -0.020393045619130135, 0.059246744960546494, 0.04202086478471756, 0.0068457056768238544, 0.005457068793475628, 0.011163474060595036, -0.04138107970356941, -0.008514074608683586, -0.0169408917427063, 0.012277275323867798, 0.03552647680044174, -0.05657454952597618, 0.030853446573019028, -0.004608961287885904, 0.018127791583538055, -0.05794358626008034, -0.007457252591848373, -0.04139915108680725, -0.013333914801478386, -0.04241357743740082, 0.004842505790293217, -0.04644371569156647, 0.03960853070020676, -0.031230395659804344, 0.0016294785309582949, 0.0035937540233135223, 0.058635156601667404, 0.012092642486095428, -0.0859416127204895, 0.025494223460555077, -0.07093030214309692, 0.018408797681331635, -0.008242716081440449, -0.005039734300225973, 0.01065677311271429, -0.0049859946593642235, -0.028576459735631943, -0.013823499903082848, 0.053143180906772614, -0.044637251645326614, -0.01793493889272213, -0.0018847610335797071, 0.01409890130162239, -0.010319510474801064, -0.030605526641011238, 0.021596062928438187, -0.05512811616063118, -0.01468703430145979, 0.05547554790973663, 0.015741027891635895, 0.050801053643226624, -0.014683179557323456, 0.02866373397409916, 0.04318368062376976, 0.02588283270597458, 0.02185116894543171, -0.044429533183574677, -0.030964134261012077, -0.014310435391962528, -0.021813638508319855, 0.0671277567744255, 0.01321431901305914, -0.03885161504149437, 0.009444220922887325, 0.03828040882945061, -0.02230197750031948, -0.009061040356755257, 0.007544661406427622, -0.017093462869524956, 0.0007633008644916117, 0.0002238824381493032, -0.03947323560714722, -0.04605274274945259, 0.03578986972570419, 0.030092105269432068, -0.06336283683776855, -0.0016221161931753159, -0.0236829724162817, 0.0026095465291291475, 0.02578270062804222, 0.011162896640598774, -0.027078012004494667, 0.0038558633532375097, -0.03216804936528206, -0.010803171433508396, -0.05663958191871643, 0.050072163343429565, -0.016690827906131744, -0.0388430655002594, -0.029046431183815002, 0.02281220443546772, 0.06274193525314331, 0.04263756796717644, -0.002874526660889387, 0.0738721489906311, 0.01962352730333805, 0.0008242591866292059, 0.005793027579784393, 0.061969857662916183, -0.021363401785492897, -0.0506075844168663, -0.007125618867576122, 0.06087344139814377, -0.01693568006157875, 0.00676356116309762, -0.0052204555831849575, -0.031995147466659546, -0.02663956582546234, 0.01729554682970047, 0.02984192781150341, 0.02665991336107254, -0.0019661530386656523, -0.04662683233618736, -0.0034277532249689102, 0.00780754117295146, 0.0026489668525755405, 0.005475853104144335, 0.0008791266591288149, -0.013429122045636177, -0.02623467892408371, 0.003044236684218049, -0.013703431934118271, 0.03756170719861984, 0.061451371759176254, -0.018813159316778183, 0.008837860077619553, 0.07708530128002167, 0.011122746393084526, 0.030837254598736763, -0.010425573214888573, 0.02527107112109661, 0.05131423845887184, 0.02647758089005947, 0.007885299623012543, 0.01570824906229973, 0.03114636428654194, 0.003164771944284439, 0.009721949696540833, 0.06661991775035858, -0.030478863045573235, 0.005278915166854858, -0.06671402603387833, -0.05891694128513336, 0.06314133107662201, -0.050924718379974365, -0.00813795905560255, 0.030557002872228622, 0.06982383877038956, 0.0037302644923329353, 0.07049240916967392, 0.008806376717984676, -0.07302882522344589, 0.012158561497926712, 0.00818443764001131, 0.01416413951665163, 0.026022903621196747, -0.007802015636116266, 0.039280928671360016, 0.03313140571117401, -0.0064184339717030525, 0.01594346947968006, -0.05746663361787796, -0.06352127343416214, -0.007146126590669155, -0.0057563986629247665, 0.05687903240323067, -0.031762104481458664, 0.011979755014181137, 0.05385098233819008, 0.02709638886153698, 0.04478028416633606, 0.0098863011226058, -0.006346455775201321, -0.014540496282279491, -0.04511776939034462, -0.03713322430849075, 0.044016990810632706, 0.047847673296928406, -0.0022676249500364065, -0.039329640567302704, 0.018469922244548798, 0.0012352792546153069, 0.0034885145723819733, 0.0188339501619339, -0.0259795431047678, 0.02317090891301632, 0.036113299429416656, 0.03818191960453987, -0.009999151341617107, 0.04124332591891289, -0.07290983945131302, -0.01275181956589222, 0.0026230541989207268, -0.005335401277989149, 0.004868840333074331, 0.005180854815989733, 0.13130712509155273, 0.04257978871464729, -0.039287298917770386, -0.04384564980864525, 0.009717756882309914, 0.01897144503891468, -0.07527582347393036, -0.0036611217074096203, -0.02947184443473816, -0.0018184114014729857, 0.011098846793174744, -0.05638965964317322, -0.039478056132793427, 0.010701894760131836, -0.03530777990818024, 0.0022906579542905092, 0.08180687576532364, -0.0441158227622509, 0.04921775311231613, -0.01988743431866169, -0.026496946811676025, -0.01679466851055622, -0.022558443248271942, -0.05089303106069565, 0.013251837342977524, -0.0027798721566796303, -0.004448899533599615, 0.04265299066901207, -0.03880129009485245, -0.04243949428200722, -0.026891058310866356, -0.03925430402159691, 0.027669046074151993, 0.03659128397703171, 0.058255136013031006, -0.0073074521496891975, 0.07456055283546448, 0.009620877914130688, -0.0064844475127756596, -0.03753424063324928, -0.049267325550317764, -0.009044111706316471, 0.023760130628943443, 0.02533215656876564, 0.04177822172641754, 0.007036445662379265, 0.04414511099457741, 0.011768645606935024, 0.009854053147137165, 0.0023021851666271687, -0.015545680187642574, 0.053018826991319656, -0.008224992081522942, -0.021882934495806694, -0.02018139697611332, -0.04805285111069679, 0.05954777076840401, -0.04227437451481819, -0.05230129882693291, 0.01815018802881241, -0.059096019715070724, 0.05897698178887367, -0.04038986936211586, -0.04732886329293251, 0.011064253747463226, 0.04213156923651695, 0.036193445324897766, -0.02164999209344387, 0.034701842814683914, 0.09316553920507431, 0.001576993498019874, 0.004855383187532425, 0.0026768671814352274, 0.00004386223008623347, 0.025308415293693542, 0.01286095380783081, 0.02068587951362133, 0.051056426018476486, -0.006951437331736088, -0.010795800015330315, -0.04036356136202812, 0.024309871718287468, -0.0008043764973990619, -0.2754545509815216, 0.030275855213403702, -0.027330465614795685, -0.043982233852148056, -0.010061545297503471, 0.0074331145733594894, 0.02632364071905613, -0.048106733709573746, -0.010097639635205269, 0.03619132563471794, -0.035736557096242905, -0.04930872842669487, -0.03707440569996834, 0.033264417201280594, 0.00851853471249342, -0.0035020250361412764, -0.013394756242632866, -0.032309018075466156, -0.02556213177740574, 0.041836563497781754, -0.01826753281056881, -0.06467593461275101, 0.007789027411490679, 0.0669807568192482, 0.03750257566571236, 0.0650428757071495, -0.07777494192123413, 0.01660957932472229, -0.040476780384778976, -0.0013961910735815763, 0.0006137096206657588, -0.004046122543513775, 0.01178615540266037, -0.05268111079931259, -0.026771875098347664, -0.02031031996011734, 0.017647527158260345, 0.008615258149802685, -0.004867203067988157, 0.033678099513053894, -0.03871457651257515, -0.04518070071935654, -0.018215283751487732, -0.002446788363158703, 0.07560301572084427, -0.015334817580878735, -0.03729487955570221, -0.0014752872521057725, -0.038762353360652924, 0.0703025534749031, -0.034320488572120667, -0.03460928425192833, 0.0037541917990893126, 0.02627495862543583, -0.009112355299293995, -0.03580781817436218, -0.01467957068234682, -0.011622017249464989, -0.035857994109392166, -0.020843759179115295, 0.007685014512389898, -0.041550517082214355, -0.014690792188048363, -0.03779464587569237, 0.005491257179528475, -0.07394927740097046, -0.0495656281709671, 0.009748108685016632, 0.09826844930648804, 0.0429777167737484, -0.006367813795804977, 0.016407277435064316, -0.0035392732825130224, -0.12030766904354095, 0.02676183544099331, -0.028652898967266083, -0.02619922161102295, -0.0116210812702775, 0.014523407444357872, 0.037561897188425064, -0.005738912150263786, -0.05774129182100296, 0.029334602877497673, 0.027813376858830452, 0.00959603488445282, -0.03830072283744812, 0.021535849198698997, -0.003914438188076019, -0.003961900714784861, 0.0038462181109935045, 0.07021380215883255, 0.014842507429420948, -0.03047027438879013, -0.04704787954688072, 0.01878492906689644, 0.01867847517132759, 0.026471193879842758, -0.020826712250709534, 0.0012439697748050094, 0.04081534966826439, 0.03709729015827179, -0.06122602894902229, 0.030849536880850792, -0.03860780596733093, -0.01768554002046585, -0.03292758762836456, -0.04258715733885765, 0.036170829087495804, 0.03167032450437546, 0.00538187101483345, -0.008160557597875595, -0.033000629395246506, 0.006816202774643898, -0.0614573173224926, -0.03120332583785057, -0.021010667085647583, -0.002547136042267084, 0.026143647730350494, -0.010244842618703842, -0.0294486191123724, -0.0216603334993124, 0.016265161335468292, 0.022105565294623375, -0.005394887179136276, -0.05801541730761528, -0.023402540013194084, -0.035834576934576035, -0.001007408369332552, 0.006543869152665138, 0.011408600956201553, -0.01831619068980217, 0.017982592806220055, 0.01148469652980566, -0.04241924732923508, 0.027958402410149574, 0.0009031150257214904, -0.027481362223625183, -0.02561836875975132, -0.022999446839094162, -0.0471603125333786, 0.05236596614122391, -0.00462101586163044, 0.0014903441770002246, 0.03534478321671486, 0.05272584781050682, -0.005063275806605816, 0.03413908928632736, 0.003437512554228306, 0.01652512326836586, 0.007032556924968958, 0.016910823062062263, -0.09321296215057373, 0.018458979204297066, -0.04940205439925194, -0.03829466924071312, -0.012273167259991169, 0.031316693872213364, -0.012994574382901192, -0.034052394330501556, -0.012884458526968956, 0.040476586669683456, -0.038987018167972565, -0.03788043186068535, -0.03307740017771721, 0.012733913958072662, 0.0494392067193985, -0.03998655825853348, 0.031513411551713943, -0.03086264804005623, -0.003013144712895155, 0.009629236534237862, 0.024932969361543655, -0.025069987401366234, 0.037709783762693405, 0.028544172644615173, -0.03903378173708916, -0.014639769680798054, 0.0028758069965988398, 0.03626640513539314, 0.040841784328222275, 0.013442525640130043, -0.029570961371064186, 0.005658140871673822, 0.004481796640902758, 0.05537858232855797, 0.007200983818620443, 0.005421528127044439, -0.01352187804877758, -0.0419250912964344, -0.0043989853002130985, -0.04556310921907425, -0.03618227317929268, 0.007250751834362745, 0.027018675580620766, -0.03771495819091797, -0.0807131975889206, 0.0007749120704829693, 0.04953128844499588, 0.010743025690317154, 0.02277378737926483, 0.013116564601659775, 0.015223640017211437, -0.005748072173446417, 0.018739253282546997, 0.04109124839305878, -0.05459503456950188, 0.019463680684566498, -0.002312656491994858, 0.01395344827324152, 0.04050782322883606, 0.020915662869811058, -0.027347637340426445, 0.0002729850821197033, -0.030266257002949715, -0.01472911611199379, -0.04631085693836212, -0.029252806678414345, -0.021653741598129272, 0.009694638662040234, -0.006739992182701826, -0.01853073760867119, 0.0075791506096720695, -0.00911665242165327, -0.025932395830750465, -0.024852951988577843, 0.031888529658317566, -0.039203666150569916, 0.026260728016495705, 0.014802955090999603, -0.01700180023908615, 0.008795206435024738, -0.03393213450908661, 0.00849937554448843, 0.030213383957743645, -0.032430000603199005, -0.023163359612226486, -0.050803493708372116, 0.023351237177848816, -0.003998483996838331, 0.05420662835240364, 0.0037709439639002085, -0.028567226603627205, -0.03375678136944771, -0.014128951355814934, -0.044713184237480164, 0.03052406758069992, -0.021212302148342133, -0.023685242980718613, 0.012980269268155098, 0.061911266297101974, 0.014542189426720142, 0.019834505394101143, -0.028780480846762657, -0.0062391869723796844, 0.04794730246067047, -0.049123261123895645, -0.032178785651922226, -0.02702968753874302, -0.04717807471752167, 0.015304964035749435, 0.014711244031786919, 0.038454025983810425, -0.00487290695309639, 0.018318364396691322, 0.03858001530170441, 0.03800589591264725, 0.04230475053191185, -0.0066115534864366055, 0.0396663136780262, -0.05282267928123474, 0.008249725215137005, -0.09311695396900177, 0.016908470541238785, 0.014398965984582901, 0.011038396507501602, -0.029795527458190918, -0.03550805151462555, -0.0603005550801754, 0.0036966034676879644, -0.08781547844409943, -0.03577160835266113, 0.019473349675536156, 0.006982111372053623, 0.017238212749361992, 0.010413718409836292, -0.06735340505838394, 0.023109139874577522, 0.022892896085977554, -0.035665448755025864, -0.04433007165789604, -0.02959803119301796, 0.048147447407245636, 0.038273170590400696, 0.022799599915742874, -0.009845738299190998, 0.024148399010300636, 0.07014591246843338, 0.014802278950810432, 0.024136804044246674, 0.04050575569272041, -0.01618463732302189, 0.04925253614783287, 0.039610739797353745, -0.014231969602406025, -0.009954930283129215, -0.003242719219997525, -0.015542888082563877, -0.06525631248950958, 0.012494980357587337, 0.009603608399629593, -0.06621633470058441, -0.05448193475604057, 0.058328695595264435, 0.02177954837679863, -0.01780674047768116, -0.05777152255177498, 0.021931016817688942, -0.03071124665439129, -0.007882429286837578, -0.020716436207294464, -0.00613276707008481, -0.032468099147081375, 0.048827335238456726, 0.0023699593730270863, -0.003310991218313575, 0.05924038589000702, -0.007963635958731174, -0.0033768932335078716, -0.022144921123981476, 0.10790662467479706, 0.08755628019571304, 0.04937798157334328, 0.026086991652846336, 0.03810764476656914, -0.006977608427405357, -0.03892935812473297, 0.02402309887111187, -0.03031291253864765, -0.02047247439622879, -0.013134155422449112, 0.01612728275358677, 0.05535474047064781, -0.017288705334067345, 0.0504893884062767, -0.04374592751264572, -0.005140973720699549, -0.0017628722125664353, 0.044898871332407, 0.010251510888338089, 0.04726637154817581, 0.01816466450691223, 0.011736252345144749, -0.017143938690423965, -0.04702451452612877, 0.022405501455068588, -0.014756494201719761, -0.02967490628361702, 0.03471408411860466, -0.00043974522850476205, 0.008254406973719597, 0.03229871019721031, 0.04618662968277931, 0.0701225996017456, -0.02406797744333744, -0.00795690156519413, 0.007594151888042688, 0.03676922246813774, 0.025164984166622162, -0.002596477745100856, -0.016947489231824875, -0.013259262777864933, -0.001694026286713779, -0.0075182123109698296, 0.014569706283509731, -0.007478917483240366, -0.004562631249427795, 0.06545263528823853, -0.000375122093828395, 0.00021798451780341566, 0.030587831512093544, 0.004040226805955172, -0.05405117943882942, -0.05554494634270668, -0.05408848077058792, -0.028403393924236298, -0.08297144621610641, -0.008584635332226753, 0.037350114434957504, -0.0317758247256279, -0.0401013158261776, -0.014680031687021255, -0.012915386818349361, -0.007737110368907452, 0.06209366023540497, -0.05606694146990776, -0.04441376030445099, 0.017055219039320946, 0.02163085900247097, 0.03803887590765953, 0.0222279392182827, 0.037953931838274, -0.030205607414245605, 0.000827989773824811, -0.0376197025179863, -0.03217390924692154, 0.05320994183421135, 0.02116045542061329, -0.005644590128213167, -0.07128913700580597, 0.016934985294938087, 0.03517121449112892, -0.002651460701599717, -0.06151828542351723, 0.011292886920273304, 0.0044765593484044075, 0.002386796521022916, 0.07285545021295547, -0.01064067892730236, -0.02492690645158291, -0.05145508795976639, -0.019067853689193726, 0.010725360363721848, -0.007153890561312437, 0.053031593561172485, -0.0030592260882258415, 0.09543867409229279, 0.03501255810260773, -0.03325880691409111, -0.024225132539868355, -0.013375537469983101, -0.013894682750105858, -0.009092142805457115, -0.043498389422893524, -0.03235633298754692, -0.005292677320539951, -0.05897875130176544, -0.0018520111916586757, 0.016766170039772987, -0.03131254389882088, -0.03612153232097626, 0.04180070385336876, 0.03527394309639931, -0.034704092890024185, 0.02116513065993786, -0.035100989043712616, 0.05683771148324013, -0.020254356786608696, -0.008370066061615944, -0.024880578741431236, 0.01134148146957159, -0.013521349057555199, -0.00014723338244948536, 0.014059632085263729, -0.038690030574798584, 0.003416083985939622, 0.005555284209549427, 0.029575342312455177, 0.043576404452323914, -0.014489224180579185, -0.004125797189772129 ]
[ -0.08501429110765457, -0.024804612621665, -0.0609729066491127, -0.02538475953042507, 0.014630481600761414, -0.04578281566500664, -0.009035903960466385, 0.0038475662004202604, 0.0006326095317490399, -0.01263748575001955, 0.003399759763851762, -0.03330271691083908, -0.02254948578774929, -0.02004661038517952, 0.09111065417528152, -0.01000218279659748, -0.013620532117784023, -0.06089737266302109, -0.004215986002236605, 0.044732946902513504, 0.07433132082223892, -0.019781192764639854, -0.05558750405907631, -0.021814916282892227, 0.04731248319149017, 0.019183067604899406, 0.038991089910268784, -0.03750285506248474, 0.01400778442621231, -0.20037099719047546, 0.007829380221664906, 0.011309324763715267, 0.038819268345832825, -0.021065102890133858, 0.0030441468115895987, 0.039540767669677734, 0.023784777149558067, 0.032701525837183, -0.038605690002441406, 0.03805212303996086, -0.008592231199145317, 0.03330157324671745, -0.03832819312810898, -0.03305388242006302, 0.0248099435120821, 0.0035876391921192408, -0.012251799926161766, -0.017112484201788902, -0.0272340327501297, -0.00022842225735075772, -0.06290296465158463, 0.003172486089169979, 0.010681127198040485, 0.019232170656323433, -0.006689279340207577, 0.012001999653875828, 0.06142505258321762, 0.06876623630523682, 0.009042750112712383, 0.015943963080644608, 0.011624960228800774, -0.009397493675351143, -0.11615507304668427, 0.0837925523519516, 0.037380967289209366, 0.06045467033982277, 0.02466641366481781, -0.011631287634372711, -0.030542800202965736, 0.05443866550922394, 0.02492830716073513, -0.013104580342769623, -0.05753520503640175, 0.051370102912187576, 0.011818936094641685, -0.051265642046928406, 0.03354639559984207, -0.0006452970555983484, 0.018810242414474487, 0.004972046706825495, -0.07219035178422928, -0.020002109929919243, 0.014344756491482258, -0.019087521359324455, -0.05368167534470558, 0.021157188341021538, -0.02554391883313656, 0.011156479828059673, 0.03101182170212269, 0.007535832934081554, 0.03452031686902046, 0.002934357849881053, 0.02973283641040325, -0.0017856867052614689, -0.07993393391370773, 0.01217812392860651, 0.00221712957136333, 0.006660908460617065, -0.03643755987286568, 0.44137006998062134, 0.006284500937908888, -0.032437000423669815, 0.05161219462752342, -0.004179848823696375, 0.020447904244065285, 0.005219743121415377, -0.020001111552119255, -0.0749630555510521, 0.010092752054333687, -0.06307964026927948, -0.025280674919486046, 0.0011279904283583164, 0.053813572973012924, -0.010074040852487087, -0.03797132894396782, 0.00354421092197299, 0.024782605469226837, 0.030604302883148193, 0.03997981175780296, 0.017849845811724663, -0.027628760784864426, -0.0008607641793787479, 0.0025372179225087166, 0.010805504396557808, -0.009016193449497223, -0.04356535151600838, -0.02280198596417904, 0.034190770238637924, 0.03548038750886917, 0.037218719720840454, 0.0401403047144413, -0.04894888773560524, -0.07250522822141647, -0.03221895173192024, 0.011590801179409027, 0.0008391698356717825, 0.016899349167943, -0.01127384789288044, 0.015279374085366726, -0.009730920195579529, -0.027289722114801407, -0.006762376520782709, 0.013869586400687695, -0.036899760365486145, -0.06354474276304245, 0.09996114671230316, 0.005726650822907686, -0.019353745505213737, 0.03282088041305542, -0.005191316362470388, -0.004624522291123867, 0.0237958375364542, -0.034023579210042953, -0.08962760865688324, 0.007807113695889711, 0.026047483086586, 0.08524149656295776, -0.014667215757071972, -0.059527989476919174, -0.037181299179792404, 0.000173560154507868, 0.0064877416007220745, -0.05379458889365196, 0.03662298992276192, 0.04395844414830208, -0.09610790014266968, 0.003559201257303357, -0.0016422223998233676, 0.01816859282553196, -0.07883339375257492, -0.016190843656659126, 0.0265648290514946, -0.020087633281946182, 0.0006898227729834616, 0.05416880548000336, -0.02076205238699913, -0.0327904187142849, -0.021761836484074593, 0.018284006044268608, 0.029684267938137054, 0.002175484783947468, 0.0037054114509373903, -0.05654240772128105, -0.010723967105150223, -0.014501775614917278, -0.07483694702386856, -0.06948783248662949, 0.002867175033316016, -0.016025710850954056, 0.009231486357748508, -0.0043795728124678135, -0.030116675421595573, -0.10560324043035507, 0.07818955928087234, -0.028298236429691315, -0.031974758952856064, 0.038362614810466766, -0.014551160857081413, -0.018649395555257797, 0.007707723882049322, -0.012282500974833965, 0.07037754356861115, -0.005402763374149799, 0.0485856793820858, -0.05618131905794144, 0.029418321326375008, 0.06663762032985687, -0.0577482134103775, 0.07516690343618393, 0.047761693596839905, -0.0183336790651083, -0.019441047683358192, -0.01543922908604145, 0.030318621546030045, -0.01852649636566639, -0.023377323523163795, 0.013669736683368683, 0.03347063437104225, 0.0358835831284523, -0.021505551412701607, -0.05834651365876198, -0.06522127240896225, -0.015464005060493946, -0.32664093375205994, -0.049620699137449265, 0.00436352239921689, -0.025283662602305412, 0.024068932980298996, -0.059255246073007584, 0.033899109810590744, -0.031630512326955795, -0.01955484226346016, -0.006302110850811005, 0.07400602847337723, -0.01816978119313717, -0.029295742511749268, -0.062371786683797836, -0.004668688867241144, 0.04938098415732384, -0.06097159534692764, -0.05400822311639786, -0.015632744878530502, 0.03552153706550598, -0.0014890673337504268, -0.002096101874485612, -0.02426060289144516, -0.03383714705705643, 0.00744012463837862, -0.04272263124585152, 0.10258154571056366, -0.03136460483074188, 0.09818319976329803, -0.041289545595645905, 0.03337503969669342, -0.009859366342425346, 0.0027251325082033873, -0.08702679723501205, 0.011135295033454895, -0.03573689982295036, -0.037070948630571365, -0.0022689583711326122, 0.034989818930625916, -0.018553968518972397, -0.0657758042216301, -0.008081420324742794, -0.05934690311551094, -0.009413675405085087, -0.021760275587439537, 0.02767607755959034, -0.018191495910286903, -0.06439997255802155, 0.015918489545583725, 0.07877165079116821, -0.00803083274513483, -0.00799562782049179, 0.023095645010471344, 0.02387484349310398, 0.0066667296923696995, -0.03426652401685715, -0.059361521154642105, 0.013386577367782593, 0.016416801139712334, 0.02383589930832386, 0.04801817238330841, 0.04223594814538956, 0.030143477022647858, -0.034404456615448, -0.00044323017937131226, -0.002564280526712537, -0.019859619438648224, -0.006243834737688303, 0.02892969734966755, -0.05351735278964043, -0.009248816408216953, 0.13316279649734497, 0.01380966603755951, -0.02480178140103817, 0.03604312986135483, 0.04627174511551857, 0.023417174816131592, 0.014108263887465, 0.004292837809771299, -0.0021513502579182386, 0.017449496313929558, 0.009138899855315685, 0.05768256634473801, -0.010967686772346497, -0.02881074883043766, 0.048071373254060745, 0.01624397747218609, -0.00674416171386838, 0.019270675256848335, -0.009487476199865341, -0.006461430341005325, 0.012396168895065784, -0.014327112585306168, -0.022317802533507347, 0.06600385159254074, -0.02020474709570408, -0.2605123817920685, 0.030696362257003784, 0.06776168197393417, 0.06441996991634369, 0.0025657261721789837, 0.029103469103574753, 0.02814309112727642, -0.05238201841711998, -0.010264481417834759, 0.02483086846768856, 0.05305163562297821, 0.01914980635046959, 0.05760503560304642, 0.019480591639876366, 0.055537667125463486, -0.01809498481452465, 0.03225138783454895, -0.0134257972240448, 0.018407346680760384, 0.014311001636087894, 0.01906447857618332, -0.005614234134554863, 0.18685130774974823, -0.0016488094115629792, 0.022806653752923012, 0.0036865160800516605, 0.012609469704329967, 0.047524549067020416, 0.10684572905302048, 0.030800869688391685, 0.0036857041995972395, 0.01453966461122036, 0.05879049748182297, -0.006757061462849379, 0.025581616908311844, -0.08847540616989136, -0.008512075990438461, 0.013981664553284645, 0.024629097431898117, 0.0027144572231918573, 0.026095295324921608, 0.01871975138783455, -0.043054062873125076, 0.017847580835223198, 0.07083319127559662, 0.03253180906176567, -0.0076786233112216, -0.042412467300891876, -0.037421829998493195, 0.011683040298521519, -0.017842357978224754, -0.020102044567465782, -0.013226352632045746, -0.025175925344228745, 0.010877708904445171, 0.060432203114032745, -0.016549352556467056, -0.018864160403609276, -0.05333060771226883, 0.030870569869875908, -0.006751964800059795, 0.020091144368052483, 0.05406762287020683, 0.049027975648641586, 0.045875873416662216 ]
[ -0.0054078130051493645, 0.028049470856785774, 0.016990793868899345, -0.006342534441500902, -0.03982431814074516, 0.016313109546899796, 0.0009134411229752004, 0.030299441888928413, 0.0075997100211679935, 0.010503388941287994, 0.011872459203004837, -0.027511944994330406, -0.014089005999267101, -0.032766565680503845, 0.02318788878619671, -0.058143507689237595, -0.016004541888833046, -0.020453564822673798, 0.04429291933774948, 0.02678285725414753, -0.008256190456449986, -0.001840673154219985, -0.03007224202156067, -0.03427582606673241, 0.030746959149837494, 0.045377545058727264, 0.014123396016657352, -0.02917787805199623, 0.002158472314476967, -0.12439845502376556, -0.05460081249475479, 0.013502966612577438, 0.005469014868140221, -0.02385718747973442, 0.0012649596901610494, 0.038153111934661865, 0.009175332263112068, 0.02051420696079731, 0.017323700711131096, -0.022245485335588455, -0.03231320530176163, -0.011332603171467781, 0.02877194620668888, 0.033916372805833817, -0.015802403911948204, 0.011954868212342262, 0.025481099262833595, -0.0009658508352003992, -0.04055403545498848, -0.015916945412755013, -0.0014676812570542097, 0.013041533529758453, -0.009020532481372356, 0.009950530715286732, 0.006925299763679504, -0.012179133482277393, 0.003991453908383846, -0.0087594548240304, -0.02176206186413765, -0.03320131078362465, -0.017643870785832405, 0.003959455993026495, -0.0546555370092392, -0.006446871440857649, 0.0014293664135038853, 0.004653894808143377, 0.005396336782723665, 0.032191064208745956, 0.004955342039465904, -0.00008153124508680776, -0.007524208631366491, -0.0067534069530665874, -0.03218808397650719, -0.0009397739777341485, -0.003697613487020135, -0.01040268037468195, 0.014254776760935783, -0.0065014599822461605, 0.028752587735652924, -0.013589266687631607, -0.03693394735455513, -0.017216425389051437, -0.005893819499760866, -0.011451251804828644, 0.00011375726171536371, 0.001917452784255147, 0.012296430766582489, 0.014477116987109184, 0.023947758600115776, 0.01348803099244833, 0.005392006132751703, 0.06060320511460304, 0.033938221633434296, -0.047931794077157974, -0.07029589265584946, -0.024747883901000023, -0.04094099998474121, -0.006665609311312437, 0.024558445438742638, 0.860622227191925, 0.025036891922354698, 0.08578424900770187, 0.027253983542323112, 0.03815547004342079, 0.03050479106605053, 0.025989407673478127, 0.023618023842573166, 0.0015597050078213215, 0.030380304902791977, -0.019245566800236702, 0.017930926755070686, 0.01456949207931757, 0.014308441430330276, -0.001905101933516562, 0.012403993867337704, 0.06197066605091095, -0.003073352389037609, 0.007977700792253017, -0.0036565272603183985, 0.018347283825278282, 0.02136930823326111, 0.022128762677311897, -0.026234444230794907, -0.03924968093633652, 0.011407686397433281, -0.09954136610031128, -0.0060457149520516396, -7.702902074291153e-33, 0.02688455954194069, -0.003123063128441572, 0.013196482323110104, -0.007356271613389254, -0.0016494528390467167, 0.02695796824991703, 0.01511304546147585, 0.024502482265233994, 0.025141330435872078, -0.025378001853823662, 0.012050079181790352, -0.04789268970489502, 0.010028859600424767, -0.026693714782595634, 0.04022126644849777, 0.006094388198107481, 0.010588258504867554, 0.008734846487641335, 0.024636510759592056, 0.06231317296624184, 0.016288481652736664, -0.008539815433323383, 0.026473183184862137, -0.047328539192676544, 0.0016331138322129846, 0.04227198287844658, 0.012551280669867992, 0.013606877066195011, 0.0017214916879311204, -0.04459754377603531, 0.002169637940824032, -0.01639123447239399, 0.009750360623002052, -0.016848931089043617, 0.03885684907436371, -0.03828023374080658, -0.01918577402830124, -0.018945349380373955, 0.012929576449096203, -0.01603679545223713, -0.06742887198925018, -0.011678950861096382, -0.01716815121471882, 0.006383890751749277, -0.002443695906549692, 0.0013433141866698861, 0.01159010361880064, 0.005141220521181822, 0.01330002211034298, 0.04975021630525589, -0.003874909831210971, 0.003394786734133959, -0.006778508424758911, -0.047880664467811584, -0.02757839672267437, 0.017395781353116035, 0.01844869740307331, 0.01168749574571848, -0.04526887089014053, 0.002400157507508993, 0.02991112694144249, 0.001266229315660894, -0.016207166016101837, 0.013612222857773304, -0.02908792346715927, 0.027534089982509613, -0.036972030997276306, -0.003774460405111313, -0.004563092719763517, 0.021997397765517235, -0.04527381807565689, 0.022915760055184364, 0.0004951344453729689, 0.021061459556221962, 0.006959858816117048, 0.02702442742884159, 0.020392056554555893, -0.018835820257663727, 0.004852826241403818, 0.006954415235668421, 0.016688723117113113, -0.012136222794651985, 0.008613060228526592, -0.013562286272644997, -0.00820969045162201, 0.041672103106975555, 0.0287011805921793, -0.023933639749884605, 0.023375477641820908, 0.00037029714439995587, 0.030542803928256035, 0.0001423619978595525, -0.004431677050888538, -0.022634437307715416, -0.018761979416012764, 6.84638105430037e-33, 0.00477974209934473, -0.02649795264005661, -0.022923000156879425, 0.004447464365512133, -0.00512247160077095, -0.01085061114281416, -0.005699541419744492, 0.04075055569410324, -0.0280096884816885, 0.04175790026783943, -0.010206349194049835, 0.017670098692178726, -0.03742446377873421, 0.010461992584168911, 0.08107824623584747, -0.007669596467167139, 0.033731378614902496, -0.034134525805711746, 0.028858177363872528, -0.008508536964654922, 0.04510410502552986, 0.008293516933918, 0.027516348287463188, -0.024308504536747932, 0.029510756954550743, -0.00039732965524308383, -0.04169338196516037, 0.02967420406639576, 0.014125004410743713, 0.024025719612836838, -0.004881988745182753, -0.01896100863814354, 0.018718760460615158, -0.035725366324186325, -0.023953549563884735, -0.016725074499845505, 0.005343403201550245, -0.0022851175162941217, 0.013411728665232658, 0.006532353814691305, -0.023899080231785774, -0.048809174448251724, -0.026157042011618614, 0.030514411628246307, 0.007513817865401506, -0.004672979470342398, -0.012184488587081432, 0.022484347224235535, 0.00568061089143157, 0.022141432389616966, 0.0031143270898610353, -0.012602785602211952, -0.019057225435972214, -0.0025803139433264732, -0.033419378101825714, 0.007284936960786581, 0.026813890784978867, 0.020951444283127785, -0.007945680990815163, 0.01132628321647644, -0.05400359258055687, -0.02256518229842186, -0.002268959302455187, 0.010904340073466301, -0.014994324184954166, -0.04192686453461647, -0.0016269104089587927, -0.018089812248945236, -0.0157597828656435, -0.03679514676332474, -0.025260834023356438, -0.041536085307598114, -0.029592076316475868, 0.02056208625435829, -0.010761590674519539, -0.004193854983896017, -0.01578179933130741, 0.0005999170243740082, -0.02867899462580681, 0.005623954813927412, 0.01443504635244608, 0.0405692420899868, -0.002580313477665186, 0.028954582288861275, -0.001552971196360886, -0.015474926680326462, -0.02160058356821537, -0.03186582401394844, -0.03923515975475311, -0.023387165740132332, -0.06318089365959167, 0.001656979089602828, 0.02444588765501976, 0.003909070510417223, -0.030500611290335655, -1.3181945313078813e-8, 0.006823283154517412, 0.01054475363343954, -0.01724165305495262, -0.007477587088942528, 0.015138410031795502, 0.0005363431992009282, -0.04753353074193001, -0.0417240746319294, -0.004446384031325579, 0.020442979410290718, 0.053120072931051254, 0.021193357184529305, 0.008413819596171379, -0.001848198939114809, 0.010960349813103676, -0.019696662202477455, -0.04359869658946991, -0.03733097016811371, -0.004364605527371168, 0.018555624410510063, 0.02716939151287079, 0.013683445751667023, -0.027576714754104614, 0.0014993703225627542, -0.01667071506381035, -0.02714964747428894, 0.03817855566740036, -0.0054536848329007626, 0.019621411338448524, -0.029270848259329796, 0.0006751560140401125, -0.015188038349151611, -0.021299932152032852, 0.011621536687016487, -0.027385558933019638, -0.035182200372219086, 0.004827234428375959, -0.004599650856107473, -0.01530113723129034, 0.04043154790997505, -0.014640671201050282, -0.016714779660105705, -0.05014682188630104, -0.0093404371291399, -0.004092042334377766, -0.02589833363890648, -0.01269490271806717, 0.00380420358851552, 0.02006535418331623, 0.01306289341300726, -0.0065711368806660175, 0.03214561194181442, 0.0038095349445939064, 0.011583979241549969, 0.015533283352851868, 0.010437151417136192, -0.00849953293800354, -0.03286561742424965, -0.023953847587108612, 0.034027159214019775, 0.025316147133708, 0.015702156350016594, -0.03182278946042061, -0.043840598315000534 ]
oo-micro-types
https://markhneedham.com/blog/2009/03/10/oo-micro-types
false
2009-03-19 10:49:30
Re-reading books
[ "software-development", "books" ]
[ "Learning", "Software Development" ]
An interesting thing that I've started to notice recently with regards to software development books is that I get a lot more from reading the book the second time compared to what I did reading the book the first time. I've noticed this for several books, including http://www.amazon.co.uk/Pragmatic-Programmer-Andrew-Hunt/dp/020161622X/ref=sr_1_1?ie=UTF8&s=books&qid=1237417223&sr=8-1[The Pragmatic Programmer], http://www.amazon.co.uk/Code-Complete-Practical-Handbook-Construction/dp/0735619670/ref=sr_1_1?ie=UTF8&s=books&qid=1237417239&sr=1-1[Code Complete] and http://www.amazon.co.uk/Domain-driven-Design-Tackling-Complexity-Software/dp/0321125215/ref=sr_1_1?ie=UTF8&s=books&qid=1237417258&sr=1-1[Domain Driven Design], so my first thought was that perhaps I had read this books too early when I didn't have the necessary context or experience to gain value from reading them. A conversation with http://oshineye.com/[Ade] led me to believe that perhaps this isn't the case and in actual fact reading the book the first time pushes your thinking in certain directions even though you don't necessarily realise it. Coming back to the same book again seems like it should be a waste of time, but I think we have different ideas about what is important when it comes to developing software and therefore the book affects us in different ways despite the fact that the content is exactly the same. With the three books I mentioned above, the first time I read each of them the advice seemed fairly obvious and continuing with this attitude I struggled to get much out of them. The Pragmatic Programmer was the first one I re-read and the second time I read it I was getting into the idea of automation around build and deployment so the parts of the book which talk about *automation really stood out for me*. A lot of other places where automation would be useful became apparent to me from reading the book the second time. I started re-reading Code Complete after a http://twitter.com/davcamer/status/1325494708[recommendation from Dave] but this time my focus was heavily on the *expressibility of our code* as this is the area of coding that I am very interested in at the moment. Some of the ideas around variable naming are superb and are directly linked to some of the mistakes I have made recently in this area. It was very interesting for me to see this in a book I hadn't picked up for a few years. Domain Driven Design is by far the most recommended book amongst developers at ThoughtWorks and I am currently reading it for the second time but this time as part of a http://www.lostechies.com/blogs/jimmy_bogard/archive/2007/12/12/decomposing-a-book-club.aspx[technical book club]. I have learnt how the specification pattern can be applied on real projects thanks to examples show to me by http://blog.m.artins.net/[Alex] but in particular the idea of *bounded contexts has started to make way more sense* to me due to the fact that we didn't follow this idea on a recent project and really suffered as a consequence. I'm sure when I read these books again I will learn something else that I didn't learn the first or second times. == More than just books\... I think this can also apply to the way that we learn other things such as different styles of programming. For example, I studied functional programming at university but I never really saw the benefits that we could get from it - the lecturer just pointed out that it was 'better' than using an imperative language which didn't really resonate with me. Having played around with Erlang and F# a bit and seeing some of the problems we cause ourselves in non functional languages by having mutable state I am starting to understand and like it much more. The realisation for me has been that *we don't have to understand or get everything the first time we do it*, there are plenty more opportunities to do that. And on a book specific level, to make sure I read books more than once to see what I get out of them the next time!
null
null
[ 0.0026794662699103355, 0.019185880199074745, -0.015800325199961662, 0.03314925730228424, 0.09058255702257156, 0.017865488305687904, 0.023662332445383072, 0.043949879705905914, 0.026141803711652756, -0.027239037677645683, -0.0218549445271492, 0.006843593902885914, -0.06238234043121338, -0.009079034440219402, -0.029546333476901054, 0.07754665613174438, 0.07271857559680939, -0.006516419816762209, -0.00004205487493891269, -0.003581713419407606, 0.01591857336461544, 0.0698208138346672, 0.021881578490138054, 0.024172719568014145, 0.017715265974402428, 0.0022525961976498365, 0.014418749138712883, -0.040448982268571854, -0.06418826431035995, -0.0033121646847575903, 0.05164784938097, -0.017032282426953316, 0.0010447746608406305, -0.00549468444660306, 0.009581949561834335, -0.009325315244495869, -0.013171011582016945, 0.018903180956840515, -0.01406326424330473, -0.006503993645310402, -0.07333267480134964, 0.04150288924574852, -0.013589970767498016, 0.002560541033744812, -0.04643530771136284, 0.01425427570939064, -0.05537493899464607, 0.0036583703476935625, 0.0016625517746433616, -0.013790923170745373, -0.068431556224823, 0.03538752719759941, -0.010737949050962925, -0.011601515114307404, -0.004300786182284355, 0.06172989681363106, 0.006026450078934431, -0.04909156635403633, 0.0019752662628889084, -0.03843874856829643, 0.007142138201743364, -0.0004158969677519053, -0.0034507461823523045, 0.04284072294831276, 0.031364984810352325, -0.0435759611427784, -0.025405121967196465, 0.04499305412173271, -0.029717136174440384, 0.01338469423353672, -0.04422006756067276, 0.015366613864898682, -0.020058872178196907, 0.004814779385924339, -0.0070783416740596294, -0.03937419131398201, 0.001142788678407669, 0.068343885242939, 0.004567612893879414, 0.04683699458837509, -0.028103260323405266, 0.04867340624332428, 0.009897087700664997, 0.019261298701167107, -0.006378719583153725, -0.031563516706228256, -0.00435395585373044, -0.020644091069698334, -0.04625081270933151, 0.04707660526037216, 0.016636637970805168, -0.08119796216487885, -0.013568778522312641, 0.05156254395842552, 0.010481399483978748, 0.012462432496249676, 0.025282373651862144, -0.00384166045114398, -0.017413144931197166, -0.01666194386780262, -0.034754808992147446, -0.005055768880993128, 0.017800040543079376, -0.02334938943386078, -0.06293162703514099, 0.005294690374284983, -0.01682903990149498, -0.013472981750965118, -0.00044159812387079, 0.01685219258069992, -0.029941268265247345, 0.013165210373699665, -0.05422547459602356, 0.008163165301084518, -0.0654655247926712, 0.07779610902070999, -0.005964157171547413, -0.03284098207950592, -0.004323787987232208, 0.008228243328630924, 0.044600341469049454, 0.01280810497701168, 0.0014617223059758544, 0.07551352679729462, -0.018350891768932343, 0.012385280802845955, -0.029530979692935944, 0.0533047616481781, -0.03265475854277611, -0.0399344377219677, -0.01852540299296379, 0.045183565467596054, -0.0567762516438961, -0.015132500790059566, -0.020952463150024414, 0.018270330503582954, 0.018269535154104233, 0.01870867982506752, 0.01888319104909897, 0.05173143744468689, -0.00497683510184288, -0.00340552581474185, 0.025633428245782852, -0.007202591747045517, 0.017269859090447426, 0.005455336067825556, 0.025175178423523903, -0.011528236791491508, -0.03719650208950043, -0.010106120258569717, 0.022747430950403214, 0.04520566016435623, -0.0002525992749724537, -0.03230714425444603, 0.030004510655999184, 0.08791586011648178, 0.04065316915512085, 0.029780443757772446, -0.015774764120578766, 0.012885447591543198, 0.04364332556724548, 0.03379847854375839, -0.0037449670489877462, 0.011537936516106129, 0.016358349472284317, -0.010501468554139137, 0.006955711171030998, 0.044822826981544495, -0.0013781008310616016, -0.007063588593155146, -0.06358505040407181, -0.02556438557803631, 0.047791991382837296, -0.049524832516908646, -0.027882227674126625, 0.024568110704421997, 0.09120091050863266, 0.027031060308218002, 0.029960982501506805, -0.016092389822006226, -0.07564742863178253, 0.03432917967438698, 0.01408748421818018, 0.008922137320041656, 0.02804628014564514, -0.0330347865819931, 0.06743237376213074, 0.0457339845597744, -0.004237473011016846, 0.023894159123301506, -0.0671389102935791, -0.09314552694559097, -0.0029664423782378435, -0.024737419560551643, 0.06283792853355408, -0.033130940049886703, -0.004074985161423683, 0.08605421334505081, 0.0014145303284749389, 0.05805925652384758, 0.011394934728741646, 0.009768319316208363, -0.0068436977453529835, -0.039576850831508636, -0.028789393603801727, 0.05491979792714119, 0.02771967463195324, 0.02057197503745556, -0.030498817563056946, 0.010947032831609249, -0.0003919258597306907, -0.007618734147399664, 0.05039077624678612, -0.006701969075948, 0.05127590894699097, 0.006383342668414116, 0.07948396354913712, -0.036899253726005554, 0.05232373625040054, -0.07082255184650421, 0.02301964908838272, 0.032539572566747665, -0.00022052248823456466, 0.022449104115366936, -0.008042831905186176, 0.09856690466403961, 0.0811617448925972, -0.04448319971561432, -0.05126805976033211, 0.016059722751379013, 0.002347357105463743, -0.03716664016246796, 0.003906513564288616, -0.010580924339592457, 0.010358032770454884, -0.02330438420176506, -0.04953465610742569, -0.019083652645349503, 0.009003596380352974, -0.03324149176478386, -0.001757273101247847, 0.05962454155087471, -0.026732299476861954, 0.06577064096927643, 0.011263920925557613, -0.007253639865666628, -0.012816745787858963, 0.005841368809342384, -0.05879369378089905, 0.001962576527148485, 0.0035800307523459196, -0.01869511790573597, 0.0434337854385376, -0.022767679765820503, -0.04241779446601868, -0.03879072517156601, -0.05664869025349617, 0.008288483135402203, 0.05644375458359718, 0.05664703622460365, -0.0012773075141012669, 0.05527286231517792, -0.010393292643129826, 0.033291637897491455, 0.0036616825964301825, -0.04227430000901222, -0.05290486291050911, -0.05382926017045975, -0.006894113030284643, 0.028840264305472374, -0.006105179898440838, 0.02956540882587433, -0.008727886714041233, 0.014350914396345615, -0.008481035009026527, -0.025088245049118996, 0.04521343484520912, -0.01867237314581871, -0.007150182966142893, -0.011057402938604355, -0.024727044627070427, 0.04854802042245865, -0.05789344012737274, -0.028943929821252823, 0.017145462334156036, -0.07034242898225784, 0.0644548162817955, -0.08431566506624222, -0.0409950353205204, 0.01136922650039196, 0.03862636908888817, 0.05399138107895851, 0.027020083740353584, 0.029320048168301582, 0.07113134115934372, -0.002987990388646722, -0.0017157761612907052, 0.0065770260989665985, 0.0029647082556039095, 0.0265068206936121, 0.010264921933412552, -0.007331208325922489, 0.03442692756652832, 0.02057899907231331, 0.007615998387336731, -0.05069269239902496, 0.037330012768507004, -0.02812119387090206, -0.282183974981308, 0.028447944670915604, 0.002054077573120594, -0.07067570090293884, 0.01499778963625431, -0.0050795478746294975, 0.013101240620017052, -0.05912241339683533, -0.013843855820596218, 0.023276789113879204, -0.02666138857603073, -0.05711131915450096, -0.029609795659780502, 0.050896067172288895, 0.002168444450944662, 0.05523429811000824, 0.036161135882139206, -0.041837915778160095, -0.012906135991215706, 0.06799223273992538, -0.010787642560899258, -0.07864045351743698, 0.015005219727754593, 0.03646629676222801, 0.029838141053915024, 0.05286942794919014, -0.07920243591070175, 0.035486459732055664, -0.041501518338918686, 0.009302170015871525, 0.008646285161376, 0.008059502579271793, 0.0079919109120965, -0.02099139243364334, -0.008361374959349632, -0.022199511528015137, 0.028476471081376076, 0.026819463819265366, -0.0054133241064846516, 0.030341805890202522, 0.007329181768000126, -0.009404945187270641, -0.0016513303853571415, 0.008998891338706017, 0.063961461186409, -0.009317316114902496, -0.08730699867010117, -0.017040057107806206, -0.016654836013913155, 0.09045255184173584, -0.041338808834552765, -0.03042552061378956, -0.003613224718719721, 0.03905259072780609, 0.012993467971682549, -0.006507873069494963, 0.011464419774711132, -0.03395215421915054, -0.03662179782986641, -0.03553366661071777, -0.00723246019333601, -0.00839043315500021, -0.0021346071735024452, -0.061235155910253525, 0.0067885625176131725, -0.06765945255756378, -0.06954248994588852, -0.03202195465564728, 0.06692835688591003, 0.02001882530748844, -0.05978710949420929, 0.022197270765900612, 0.002683683531358838, -0.10358192771673203, -0.0321802981197834, -0.03041878715157509, -0.01271252054721117, 0.0061284746043384075, 0.01895725168287754, 0.03612148389220238, -0.03565070405602455, -0.04834137484431267, 0.02606946974992752, 0.026048634201288223, 0.036831822246313095, -0.025852497667074203, 0.026085738092660904, 0.021604856476187706, -0.03381682187318802, 0.001653092447668314, 0.07101263105869293, 0.0015811631456017494, -0.030527474358677864, -0.046621982008218765, 0.04110321030020714, -0.0009743612026795745, 0.0173791591078043, -0.014657537452876568, 0.005491596646606922, 0.02934950217604637, -0.010385074652731419, -0.07498529553413391, 0.02691439911723137, -0.005969173274934292, 0.006157335359603167, -0.0374939925968647, -0.05659720301628113, 0.0023637230042368174, 0.040092576295137405, 0.006050812546163797, 0.0014448586152866483, -0.028473660349845886, 0.033051129430532455, -0.05233369395136833, -0.028690580278635025, -0.029046405106782913, 0.014141326770186424, 0.039759863168001175, -0.05077126994729042, 0.010605466552078724, -0.06537993997335434, -0.0032081918325275183, -0.016691960394382477, -0.037090349942445755, -0.048836711794137955, -0.036650750786066055, -0.007974672131240368, -0.018778715282678604, 0.011106622405350208, 0.019748467952013016, -0.0214712992310524, 0.02007320150732994, 0.02271259017288685, -0.04554528743028641, -0.014094006270170212, -0.023113057017326355, -0.050595615059137344, -0.043235186487436295, -0.0027632692363113165, 0.014559385366737843, -0.0032304360065609217, 0.02287300117313862, 0.0032866569235920906, -0.006155886221677065, 0.04373396933078766, -0.011420193128287792, 0.0206440482288599, 0.01219928078353405, 0.027862567454576492, 0.001210459740832448, 0.00494452565908432, -0.06903894990682602, 0.04324822127819061, -0.03742717206478119, -0.021765338256955147, -0.021716227754950523, 0.029392771422863007, -0.013659928925335407, -0.038181181997060776, -0.007469799369573593, 0.01855074055492878, -0.04451754689216614, -0.0236661434173584, -0.036333296447992325, 0.018382078036665916, 0.06347313523292542, -0.0013695181114599109, 0.019850026816129684, -0.010133524425327778, -0.0027171135880053043, 0.005906946025788784, 0.01134683657437563, -0.028577424585819244, -0.003439153777435422, 0.0050725690089166164, 0.011820323765277863, -0.0011998784029856324, -0.02992851845920086, 0.03804415836930275, -0.011679455637931824, -0.024493232369422913, -0.04435230419039726, -0.0012595630250871181, 0.023885298520326614, 0.06603694707155228, 0.01141650415956974, 0.0028915945440530777, -0.02769964560866356, -0.036250632256269455, -0.030555320903658867, -0.025621363893151283, -0.01410473883152008, 0.007216563913971186, 0.027791090309619904, -0.0387914776802063, -0.07583515346050262, 0.0621926486492157, 0.03312123194336891, 0.005070272833108902, -0.0016879643080756068, -0.021777799353003502, 0.012444465421140194, -0.0353621244430542, 0.024808315560221672, 0.05669589340686798, -0.07537906616926193, 0.009193763136863708, -0.010074316523969173, 0.006930868607014418, 0.009470916353166103, -0.012921558693051338, -0.039397407323122025, -0.023586032912135124, -0.018024815246462822, 0.00022694461222272366, -0.058398228138685226, -0.0245720986276865, -0.01822669804096222, 0.005916369613260031, 0.003265255829319358, -0.020645612850785255, -0.01809334196150303, -0.01565365120768547, -0.02137402445077896, -0.012377189472317696, 0.006615334656089544, -0.04198471084237099, 0.00520311901345849, 0.024958757683634758, -0.05539644882082939, 0.008570489473640919, -0.021658489480614662, 0.012864381074905396, 0.008224619552493095, -0.009860492311418056, -0.04039445519447327, -0.03971928730607033, 0.007561605889350176, -0.013675221242010593, 0.03848171979188919, -0.012584162876009941, -0.005278848577290773, -0.01734820567071438, -0.0182506013661623, -0.03440030664205551, 0.004541583824902773, -0.038557376712560654, -0.031337883323431015, 0.021809037774801254, 0.07564894109964371, 0.009538869373500347, 0.03317162021994591, -0.00024709917488507926, -0.00013953507004771382, 0.05248766392469406, -0.04465607926249504, -0.03214104101061821, -0.015795959159731865, -0.0642528235912323, 0.0011282378109171987, 0.01243201270699501, 0.026075901463627815, -0.035344623029232025, 0.058349139988422394, 0.009015195071697235, 0.04169850051403046, 0.022761322557926178, 0.005200065206736326, 0.04207135736942291, -0.029943883419036865, 0.000805141287855804, -0.08246450126171112, 0.03594911843538284, 0.015613826923072338, 0.005186688154935837, -0.010682360269129276, -0.00514703756198287, -0.029168907552957535, 0.0573812760412693, -0.07610046118497849, -0.02089989185333252, 0.04094734415411949, 0.006042866036295891, -0.03522806242108345, 0.0024637789465487003, -0.06262185424566269, 0.02311294712126255, 0.010067066177725792, -0.05670205503702164, -0.012278834357857704, -0.0009998757159337401, 0.048837095499038696, 0.00795462355017662, 0.00950296688824892, -0.040338825434446335, -0.028163550421595573, 0.0718451589345932, 0.022057892754673958, -0.014743451960384846, 0.04008025676012039, -0.010028372518718243, 0.04577678069472313, 0.03546348959207535, 0.016696004197001457, -0.014774804934859276, 0.0295143760740757, -0.012548762373626232, -0.051020871847867966, 0.010643105953931808, -0.008431047201156616, -0.033991649746894836, -0.026432598009705544, 0.057374369353055954, 0.02183992974460125, -0.03876291960477829, -0.05736672505736351, 0.021615372970700264, -0.06477411836385727, -0.0054716067388653755, 0.0030825305730104446, 0.0023347430396825075, -0.03415141999721527, 0.05310475826263428, -0.003320642514154315, -0.0018886997131630778, 0.06391122937202454, -0.01143520139157772, -0.020919566974043846, -0.016368845477700233, 0.08670489490032196, 0.08688776195049286, 0.06101461499929428, 0.03191184997558594, 0.046354133635759354, 0.0037700359243899584, -0.03622975945472717, 0.027436286211013794, -0.0005495197838172317, -0.017456216737627983, -0.03946502134203911, 0.007838280871510506, 0.06018497049808502, 0.004112962167710066, 0.06504761427640915, -0.03429988771677017, -0.01970822364091873, -0.0020043423864990473, 0.053293049335479736, 0.007921154610812664, 0.08334217965602875, 0.023816434666514397, 0.02000577561557293, -0.028999105095863342, -0.04410988464951515, 0.03547320142388344, -0.013785824179649353, -0.014046589843928814, 0.017419351264834404, -0.0017574481898918748, 0.007350604515522718, 0.005140721332281828, 0.037561409175395966, 0.07958762347698212, -0.02266765758395195, 0.016429230570793152, 0.0008607063791714609, 0.039037782698869705, -0.0014979017432779074, 0.009347941726446152, -0.010157815180718899, -0.028616003692150116, -0.0009222148801200092, -0.025750409811735153, -0.04348468780517578, -0.0003112044942099601, -0.013924319297075272, 0.05228644609451294, -0.03691946342587471, -0.004019207786768675, 0.05577060580253601, 0.02383219264447689, -0.02472328580915928, -0.06060970574617386, -0.047520726919174194, -0.01334422454237938, -0.02374657802283764, -0.017834026366472244, 0.01779920794069767, -0.002708975924178958, -0.02819257788360119, -0.005747185088694096, 0.003674503182992339, -0.030959956347942352, 0.03521967679262161, -0.06349000334739685, -0.0282596442848444, 0.015593942254781723, 0.030141517519950867, 0.013708417303860188, 0.02197112701833248, 0.05078466609120369, 0.000569452706258744, -0.008990964852273464, -0.0010590588208287954, 0.018228182569146156, 0.021742329001426697, 0.012902959249913692, 0.03891528397798538, -0.0660194382071495, 0.014149031601846218, 0.021000422537326813, 0.002235093154013157, -0.06833153963088989, 0.03377542644739151, 0.01883275806903839, -0.024513667449355125, 0.04186171293258667, -0.011692636646330357, 0.029339183121919632, -0.02779235877096653, -0.011507620103657246, -0.00995931401848793, 0.042659588158130646, 0.043160464614629745, -0.025021392852067947, 0.07748624682426453, 0.02130715921521187, 0.016358228400349617, -0.04536817967891693, -0.01182172168046236, -0.006589832715690136, 0.01593421958386898, -0.02477337419986725, -0.026775240898132324, -0.02572859637439251, -0.07691406458616257, -0.017514241859316826, 0.01963431015610695, -0.007121450733393431, -0.03321831300854683, 0.042136162519454956, 0.01256774365901947, -0.02699858695268631, 0.03814268484711647, -0.03749159350991249, 0.010061638429760933, -0.029261048883199692, -0.016793357208371162, 0.019611340016126633, 0.012297873385250568, -0.0044291820377111435, 0.009054689668118954, -0.0009058239520527422, -0.03507469221949577, 0.0020464316476136446, -0.0066691492684185505, 0.025415532290935516, 0.0258615892380476, 0.025300705805420876, -0.013266170397400856 ]
[ -0.08106175065040588, -0.003929841332137585, -0.031678177416324615, -0.028593266382813454, 0.037304360419511795, -0.03370704501867294, -0.03473018482327461, 0.034372683614492416, -0.01840091310441494, -0.030915116891264915, 0.0006054016412235796, 0.014398477971553802, -0.011629975400865078, -0.024068718776106834, 0.07887694984674454, 0.015092670917510986, 0.011899524368345737, -0.08568548411130905, -0.00027646461967378855, 0.014413561671972275, 0.03798528015613556, -0.020419269800186157, -0.02882591262459755, -0.04616774246096611, 0.024635184556245804, 0.03627239167690277, 0.030918626114726067, -0.02405398339033127, 0.026770446449518204, -0.17430046200752258, 0.002397885313257575, 0.02747957780957222, 0.0574946254491806, -0.02138134278357029, 0.016194749623537064, 0.055805813521146774, 0.026312168687582016, 0.011789810843765736, 0.007303749676793814, 0.04819817841053009, 0.005855928175151348, -0.003983571194112301, -0.03469507396221161, -0.0198894664645195, 0.02539817802608013, 0.0008908168529160321, 0.007225120905786753, -0.03152557089924812, -0.018664956092834473, -0.02269170805811882, -0.09017351269721985, -0.03197198361158371, 0.008753899484872818, -0.0063161966390907764, -0.021461045369505882, 0.013989206403493881, 0.01820049248635769, 0.0856136903166771, -0.009495380334556103, 0.025230253115296364, 0.0258038267493248, -0.014651769772171974, -0.14035406708717346, 0.09379836916923523, 0.06647035479545593, 0.06301886588335037, -0.0639369785785675, -0.03272715210914612, -0.018199164420366287, 0.08626987785100937, 0.008792595937848091, -0.031484462320804596, -0.026400744915008545, 0.040741052478551865, 0.02623598277568817, 0.011317660100758076, 0.010877687484025955, 0.008395853452384472, 0.02144160307943821, -0.04428523778915405, -0.015411398373544216, 0.005428278353065252, -0.03122933767735958, -0.02215154841542244, -0.05581038445234299, 0.03650374710559845, -0.006073465570807457, 0.045539263635873795, 0.05214814841747284, 0.022070782259106636, 0.06045764684677124, -0.012473121285438538, 0.03504041209816933, -0.013665185309946537, -0.08341721445322037, -0.025841079652309418, -0.0030873368959873915, 0.011336135677993298, -0.030344687402248383, 0.4121071398258209, -0.012551041319966316, -0.036837417632341385, 0.05505172908306122, 0.053349755704402924, -0.0012576899025589228, -0.001687407260760665, 0.03481350094079971, -0.06330864876508713, 0.030768562108278275, -0.020949842408299446, 0.01807042397558689, 0.01439470611512661, 0.062485694885253906, -0.0678766518831253, 0.013082890771329403, 0.03282713145017624, 0.03181326389312744, 0.01639670319855213, 0.04000116512179375, -0.016093404963612556, -0.005660190712660551, 0.0162512119859457, 0.003933447878807783, -0.0059472122229635715, -0.027724169194698334, -0.06574670225381851, 0.04433823376893997, 0.054693084210157394, -0.010768137872219086, -0.0014036797219887376, 0.06574569642543793, -0.04424528777599335, -0.05378834530711174, -0.0029778273310512304, 0.030867107212543488, 0.01611952669918537, 0.019184743985533714, -0.0012286087730899453, 0.0007462508510798216, 0.056547846645116806, 0.02071111649274826, 0.018768593668937683, -0.009044389240443707, -0.025680113583803177, -0.05422588437795639, 0.10668134689331055, 0.025947490707039833, -0.03392169624567032, -0.008025873452425003, -0.01895485259592533, 0.02288253977894783, 0.039982445538043976, 0.015441709198057652, -0.05357233062386513, 0.037959009408950806, 0.022043289616703987, 0.10321781784296036, -0.00900469534099102, -0.0669606477022171, -0.011847486719489098, 0.0038432376459240913, -0.0015927825588732958, -0.06939544528722763, 0.044756244868040085, 0.06426995247602463, -0.10047856718301773, -0.016456905752420425, -0.0009468159405514598, 0.023690449073910713, -0.04100952297449112, -0.014714933931827545, 0.0069702425971627235, -0.03999336436390877, 0.01889108307659626, 0.07681417465209961, -0.030208898708224297, -0.0384264700114727, 0.03079315274953842, 0.05575674772262573, 0.03308470919728279, 0.007966311648488045, 0.0022423812188208103, -0.01634138822555542, 0.011414719745516777, -0.029238708317279816, -0.06042324751615524, -0.06497454643249512, -0.012364719994366169, -0.014775354415178299, 0.003708716481924057, -0.0027393142227083445, -0.004321782849729061, -0.073531374335289, 0.10802371054887772, -0.03050963394343853, -0.006391314789652824, 0.023000376299023628, -0.020223140716552734, -0.023061474785208702, -0.0376642644405365, -0.07982105016708374, 0.017385700717568398, -0.041762616485357285, 0.014701648615300655, -0.06294283270835876, 0.04555760696530342, 0.025312308222055435, -0.04535996913909912, 0.12547002732753754, 0.06340774148702621, -0.04917916655540466, -0.03603406623005867, 0.0062523335218429565, 0.002770047402009368, -0.014087393879890442, -0.02623516321182251, -0.01792859099805355, 0.026930365711450577, -0.007311765570193529, 0.009302768856287003, -0.05387217551469803, 0.030147181823849678, -0.045422740280628204, -0.335342139005661, -0.027959655970335007, -0.04155958816409111, -0.029037702828645706, 0.008797109127044678, -0.050804026424884796, 0.005159968510270119, -0.02891874499619007, -0.0047148726880550385, 0.008601265959441662, 0.06425252556800842, -0.01978703774511814, -0.000549481890629977, -0.07484462112188339, -0.003882115473970771, 0.007732836529612541, -0.045025534927845, -0.01779363676905632, -0.05859525129199028, 0.02307564578950405, 0.006418716162443161, -0.010619858279824257, -0.029026644304394722, -0.07840388268232346, -0.01736912876367569, -0.05587637424468994, 0.08451952785253525, -0.029136212542653084, 0.08116184175014496, -0.021872010082006454, 0.025614557787775993, 0.021611405536532402, 0.03324498236179352, -0.1036791056394577, -0.005212716292589903, -0.001497097546234727, 0.022467216476798058, -0.01647988148033619, 0.018933674320578575, -0.025395097211003304, -0.04191974177956581, 0.032923970371484756, -0.043654777109622955, -0.00465281680226326, -0.08001917600631714, 0.0008351714932359755, -0.021187227219343185, -0.049738332629203796, -0.014389028772711754, 0.076280377805233, -0.010617020539939404, -0.0006238913047127426, -0.01697217859327793, 0.013361006043851376, -0.016126098111271858, -0.029558692127466202, -0.1013694480061531, 0.026091713458299637, 0.011488160118460655, -0.011888043023645878, 0.030474793165922165, 0.06534424424171448, 0.03157390281558037, -0.06306444108486176, 0.020199088379740715, -0.008897882886230946, -0.015511946752667427, 0.030981695279479027, 0.039850883185863495, -0.002376181771978736, -0.008026345632970333, 0.10176996886730194, 0.005875422619283199, -0.01823233813047409, 0.02945583127439022, 0.030456073582172394, 0.015426939353346825, 0.05623633414506912, -0.0102217523381114, -0.007158881053328514, -0.019491834565997124, 0.002386278472840786, 0.023810256272554398, -0.00544209498912096, -0.016589784994721413, 0.0111379474401474, -0.0159823726862669, -0.06368392705917358, 0.0333811454474926, 0.031350277364254, -0.03665183112025261, 0.03899083286523819, -0.03186110407114029, -0.04745852202177048, 0.09457053989171982, 0.015762895345687866, -0.23125986754894257, 0.009418068453669548, 0.05018186196684837, 0.0580509677529335, -0.024440255016088486, 0.029657844454050064, 0.01490146853029728, -0.06980986893177032, 0.01116680633276701, 0.003866030601784587, 0.02096530608832836, 0.033126913011074066, 0.008309236727654934, -0.02866264060139656, 0.04348517209291458, 0.007958810776472092, 0.05946916714310646, 0.001440386171452701, 0.009888114407658577, -0.0023734390269964933, 0.015405269339680672, 0.008417884819209576, 0.17303062975406647, 0.02714124694466591, 0.020278649404644966, 0.024532491341233253, 0.002879984909668565, 0.00831116084009409, 0.07059360295534134, 0.022936709225177765, 0.030360743403434753, 0.007892850786447525, 0.05005564168095589, 0.031034275889396667, 0.004539879970252514, -0.08781642466783524, -0.04286409541964531, 0.012603298760950565, 0.024070486426353455, -0.013367210514843464, 0.0069071329198777676, 0.018293209373950958, -0.04792233183979988, 0.011895726434886456, 0.06562436372041702, 0.009779294952750206, -0.03311937302350998, -0.06717253476381302, -0.04645382612943649, -0.0038008985575288534, -0.041279327124357224, -0.055861979722976685, 0.0013840965693816543, -0.005407942458987236, 0.03291603550314903, 0.06194722279906273, 0.036488186568021774, -0.017349490895867348, -0.03568609803915024, -0.011277870275080204, -0.011520822532474995, -0.01965862140059471, 0.11059250682592392, 0.047352783381938934, 0.04173777252435684 ]
[ -0.028042510151863098, 0.0036830019671469927, -0.015539710409939289, -0.016277557238936424, -0.007238978520035744, -0.025739137083292007, 0.018380749970674515, 0.0011652902467176318, -0.018125059083104134, 0.01790590211749077, 0.00830918550491333, 0.03906679525971413, 0.037328410893678665, -0.023644179105758667, 0.05107271298766136, 0.014409801922738552, -0.005518010817468166, -0.05184340104460716, 0.037444818764925, -0.009358903393149376, -0.016930928453803062, 0.035050664097070694, -0.0014504834543913603, -0.009201291017234325, -0.018357587978243828, 0.049415215849876404, 0.02124425396323204, -0.00552592845633626, 0.019746629521250725, -0.14110848307609558, -0.0188986174762249, -0.010135844349861145, 0.00533419381827116, -0.01431517768651247, 0.03554195165634155, 0.017071403563022614, 0.01719667576253414, 0.009763362817466259, 0.004053535405546427, -0.03981741890311241, -0.005550558678805828, -0.021394940093159676, -0.00506902439519763, 0.02594096213579178, -0.01856219209730625, 0.022986438125371933, 0.013433842919766903, -0.053416911512613297, 0.0025458482559770346, -0.051440924406051636, -0.033438511192798615, -0.018622152507305145, -0.004254279658198357, -0.02544790506362915, 0.018169580027461052, 0.007682313676923513, 0.04527079686522484, -0.005140190478414297, 0.013426831923425198, -0.03125009685754776, -0.024102387949824333, -0.022097673267126083, -0.07299899309873581, -0.026639113202691078, 0.009315652772784233, -0.004245340824127197, 0.006279617082327604, -0.012574641965329647, -0.038927290588617325, 0.0031576540786772966, -0.022341864183545113, 0.005291099194437265, -0.004308558534830809, -0.0014186796033754945, 0.017137952148914337, -0.017651308327913284, -0.013113013468682766, -0.019696829840540886, 0.018891990184783936, -0.02293187752366066, -0.046768300235271454, 0.02636122703552246, -0.01854398287832737, 0.009628756903111935, -0.022542404010891914, -0.0018661182839423418, 0.02128162980079651, 0.013776055537164211, 0.035341814160346985, 0.031236840412020683, -0.003556584706529975, 0.01733773946762085, -0.014534645713865757, 0.042564064264297485, -0.07305721193552017, -0.00015393452486023307, 0.00045500986743718386, -0.036535173654556274, 0.0032398051116615534, 0.8349146842956543, -0.006353359669446945, 0.007406251039355993, 0.023216674104332924, -0.010518232360482216, 0.017835138365626335, 0.014404240064322948, -0.01672954298555851, -0.017806559801101685, 0.013437043875455856, -0.051784832030534744, 0.014233555644750595, -0.0013451967388391495, 0.03221613168716431, -0.001475831726565957, 0.013034551404416561, 0.008293751627206802, -0.005866029299795628, 0.011477653868496418, -0.0020405759569257498, -0.005456684622913599, 0.014159470796585083, 0.013457028195261955, -0.005446694791316986, 0.0230500940233469, 0.025613917037844658, -0.20638348162174225, 0.014675607904791832, -8.485084096851965e-33, 0.023568088188767433, 0.005496213212609291, -0.021467017009854317, 0.018440252169966698, 0.014502938836812973, 0.0033265994861721992, 0.0477692075073719, 0.06140223518013954, 0.013214517384767532, -0.013554269447922707, -0.030770154669880867, 0.00839231163263321, -0.019506337121129036, 0.002766374731436372, 0.024882715195417404, -0.012472469359636307, 0.012962345033884048, 0.022028136998414993, -0.036382418125867844, 0.049565259367227554, 0.04211926832795143, 0.016904514282941818, -0.023303557187318802, 0.013542847707867622, 0.03477238118648529, 0.03184317797422409, 0.020562170073390007, 0.02217182144522667, 0.016976812854409218, -0.034722037613391876, -0.028699200600385666, 0.044357895851135254, -0.023188792169094086, 0.0026563811115920544, -0.010004176758229733, -0.022809602320194244, -0.04408868029713631, -0.03097669966518879, 0.002429816871881485, 0.004240115638822317, -0.02346836030483246, -0.003201435785740614, -0.04385397955775261, -0.030748801305890083, 0.00642087496817112, -0.00827544741332531, 0.0045157079584896564, 0.032082851976156235, 0.02155125141143799, 0.007907036691904068, 0.011055477894842625, 0.025966985151171684, 0.02266252413392067, 0.012763647362589836, -0.016591107472777367, 0.006589794997125864, -0.019402461126446724, 0.015265622176229954, 0.014685417525470257, 0.044634684920310974, -0.01598324626684189, 0.022710740566253662, -0.009775442071259022, 0.023024650290608406, 0.01535803359001875, -0.012805551290512085, 0.007358139380812645, 0.03621682524681091, 0.0037946614902466536, -0.0016743545420467854, -0.04777117073535919, 0.013906136155128479, -0.019782673567533493, -0.00011958288087043911, -0.006791158579289913, -0.013712002895772457, -0.014469580724835396, 0.01018497347831726, -0.05486154183745384, 0.027498047798871994, -0.022926341742277145, 0.022851936519145966, -0.03508419916033745, -0.0590226948261261, 0.01566481962800026, 0.026861917227506638, -0.004529821220785379, 0.00008067553426371887, -0.041400570422410965, 0.013720386661589146, 0.026898518204689026, -0.015026926063001156, -0.0148061728104949, 0.020320352166891098, -0.013232046738266945, 7.777995592157557e-33, 0.0007911885622888803, -0.048543382436037064, -0.02355773001909256, 0.005749186966568232, 0.013131017796695232, -0.0202095378190279, 0.01991739310324192, 0.006996385753154755, -0.04939744621515274, 0.012626515701413155, -0.028063105419278145, 0.005589569918811321, -0.0011197529966011643, 0.0008764326921664178, 0.019979242235422134, -0.030133256688714027, 0.007137407548725605, -0.02516818232834339, 0.048495180904865265, -0.0021818531677126884, 0.015278160572052002, 0.01113747525960207, -0.00824248418211937, -0.007205914705991745, 0.05303024500608444, 0.03643275424838066, -0.026455361396074295, 0.04049010947346687, -0.0036121332086622715, 0.020498979836702347, 0.012536916881799698, -0.000942444836255163, 0.013494345359504223, 0.015016729012131691, -0.027488434687256813, 0.014401581138372421, -0.016428418457508087, 0.008378910832107067, -0.011761825531721115, 0.0017193147214129567, 0.019914761185646057, -0.02923189289867878, -0.00503490399569273, 0.01452245656400919, 0.004216238856315613, 0.0016333279199898243, 0.004852929152548313, -0.03495968505740166, -0.026665937155485153, 0.01712033897638321, 0.017616963014006615, 0.03212803602218628, 0.018042294308543205, -0.026158209890127182, 0.004195416811853647, -0.02433268167078495, -0.0082934545353055, -0.03195203095674515, 0.018088052049279213, -0.00066113326465711, -0.007545373402535915, -0.0037899063900113106, 0.022875487804412842, 0.0320582278072834, -0.04562268406152725, -0.013702530413866043, 0.012886968441307545, -0.009355968795716763, 0.016670992597937584, -0.014079409651458263, -0.024012386798858643, 0.05463450029492378, -0.015131441876292229, 0.017787033692002296, -0.02889493852853775, -0.013594099320471287, -0.02207082509994507, 0.016474008560180664, -0.038828518241643906, 0.01637846976518631, 0.006967192981392145, -0.013036910444498062, 0.02415640279650688, 0.0376342311501503, -0.05417947098612785, 0.06151783838868141, -0.02846214920282364, 0.003117277752608061, 0.001101824687793851, -0.018237706273794174, -0.0250333733856678, 0.010144822299480438, -0.0033222967758774757, 0.024012301117181778, -0.029217958450317383, -1.3495712103406277e-8, -0.0023555117659270763, 0.03314058110117912, -0.011198733001947403, -0.021108478307724, 0.034161537885665894, 0.03525393828749657, -0.0010145717533305287, 0.03391299024224281, -0.052218083292245865, -0.004133551847189665, 0.026624664664268494, -0.04895051196217537, -0.00317157874815166, 0.03431558609008789, 0.006463349796831608, -0.01732608862221241, 0.011753697879612446, -0.002641380298882723, 0.02196476049721241, 0.0070760296657681465, 0.05468738451600075, 0.04281509667634964, -0.0056185172870755196, 0.036484260112047195, 0.00453312648460269, 0.014224144630134106, -0.005692474544048309, -0.08698787540197372, 0.009830432943999767, 0.013889709487557411, -0.00788648147135973, -0.034178227186203, -0.015221665613353252, 0.03908928111195564, -0.008435237221419811, -0.04814114794135094, 0.03780486062169075, 0.03199582174420357, -0.011757412925362587, -0.01744746044278145, -0.005195844918489456, 0.011890222318470478, -0.0183212049305439, -0.03475620225071907, -0.020642833784222603, -0.010242887772619724, -0.03475106507539749, -0.041499558836221695, 0.000034628181310836226, -0.04789091646671295, 0.04407656192779541, -0.012707599438726902, 0.025217369198799133, 0.06261566281318665, 0.021634452044963837, 0.017673367634415627, -0.023618269711732864, -0.03353631868958473, -0.03397304192185402, 0.0020752912387251854, -0.023483986034989357, 0.02489064261317253, -0.0023090660106390715, -0.018017012625932693 ]
re-reading-books
https://markhneedham.com/blog/2009/03/19/re-reading-books
false
2009-03-21 10:36:52
Lean Thinking: Book Review
[ "lean", "books", "book-review" ]
[ "Books" ]
== The Book http://www.amazon.co.uk/Lean-Thinking-Banish-Create-Corporation/dp/0743231643/ref=sr_1_1?ie=UTF8&s=books&qid=1236593921&sr=8-1[Lean Thinking] by James P. Womack and Daniel T. Jones == The Review This is the latest book in my lean learning after http://www.markhneedham.com/blog/2008/11/19/the-toyota-way-book-review/[The Toyota Way], http://www.markhneedham.com/blog/2008/12/09/taiichi-ohnos-workplace-management-book-review/[Taiichi Ohno's Workplace Management] and http://www.markhneedham.com/blog/2008/12/20/lean-software-development-book-review/[Lean Software Development] and seemed like the most logical one to read next as it came at lean from a slightly different angle. I found this the most hard going of the books I've read on the subject so far. == What did I learn? * The underlying themes the book points out for successfully getting an organisation to adopt a lean approach is that we must have a *change agent, lean knowledge and a lever for change*. Interestingly that lever for change can often be a recession when a firm needs to make changes in order to survive - when times are good there is no need to change so it's easier to just keep the status quo. * My favourite quote from the book is the following which talks about the mindset needed for lean thinking: + ____ Create a mindset in which temporary failure in pursuit of the right goal is acceptable but no amount of improvement is ever enough. ____ + I like this because too often the human instinct is to take the risk free approach where we are afraid of failure and therefore miss opportunities to get better. The lean approach allows us to get past this in pursuit of a greater goal. * One idea which really resonated with me as someone working in the industry was how Pratt & Whitney had to get past the managerial attitude of "*ship on time and you'll be fine [even if you're shipping junk]*" in order to make improvements. Often with software projects I have found that there appears to be a real focus on the data of promised delivery even though it would be beneficial to ship a bit later and ensure greater quality. Often there is no actual loss (except loss of face) from doing this either. * *Co-locating teams* is a constant thread throughout the book and I've found this to be an important factor in successfully delivering software as well. The author also talks about the need to *look at the cost across the whole life cycle of the product* rather than just the cheaper production cost of offshoring operations. Around the time I read this chapter I was drinking some Ribena which said on the label that the blackcurrants were picked in New Zealand, the drink bottled in China and I was drinking it in Australia. There were quite a lot of transportation costs involved in the life cycle of that drink! In software it is the cost of communication rather than transportation that we need to consider when deciding to spread a team across different locations. * The idea of http://en.wikipedia.org/wiki/Takt_time[takt time] stood out for me - the idea here is to only produce at the rate at which the product is being demanded. This means that sales people shouldn't go trying to create spikes in demand which I think is quite different to the way that typical organisations operate. Software wise I suppose this would be about delivering at the pace at which the customer needs the functionality and trying to release regularly so there aren't spikes in the requirements. * In the Wiremold case study the idea of reducing the suppliers so that there are *less integration points* in the whole process is described. In software having less moving parts certainly makes it easier for us to go faster. * An interesting thing that is pointed out is that in all the firms case studied there are *never any layoffs directly linked to lean improvements*. This despite the fact that a lot less people will be needed once the process has been improved. It is pointed out that if people lose their jobs from lean then they're going to do their best to sabotage it. The importance of everyone being involved in the *continuous improvement* is also emphasised. There are endless steps of improvement, we are never done. * The importance of having a *standard language* when talking about lean is emphasised, helping ensure that everyone is talking about the same things. I think the idea is fairly similar to that of the http://domaindrivendesign.org/discussion/messageboardarchive/UbiquitousLanguage.html[ubiquitous language] from Domain Driven Design. * One of the wishes of the author is to create *lean enterprises* where lean thinking is applied all along the value stream from the raw materials all the way to the customer. The difficulty of getting all the firms to work together to allow this to happen is described but I can't really see how this is going to happen for the time being. == In Summary I found this book very heavy reading - it's taken me almost three months to complete it! The stories hold good lessons but I found The Toyota Way to be a much easier read.
null
null
[ 0.025171713903546333, 0.013368803076446056, -0.017509695142507553, 0.02775227278470993, 0.08788883686065674, 0.025041520595550537, 0.017609355971217155, 0.055363159626722336, 0.02170012705028057, -0.0034100464545190334, -0.02069368027150631, 0.007046527229249477, -0.04396441578865051, 0.009861927479505539, -0.04873289912939072, 0.06475194543600082, 0.07073871791362762, 0.029662495478987694, 0.01739758439362049, 0.008103813044726849, 0.03501778468489647, 0.0939030647277832, 0.04537209868431091, 0.03514881059527397, 0.05949197709560394, -0.006176237482577562, 0.03479675576090813, -0.0165117084980011, -0.05510818585753441, 0.001059629605151713, 0.04112711921334267, -0.0016855199355632067, 0.010792572051286697, 0.021469254046678543, 0.03480854630470276, -0.014675682410597801, -0.0062585389241576195, 0.002618164988234639, 0.020178884267807007, -0.006539450027048588, -0.07343176007270813, 0.034013789147138596, -0.012109432369470596, 0.017171455547213554, -0.0509285107254982, 0.007937958464026451, -0.04214297980070114, 0.015132942236959934, -0.0052872332744300365, -0.019786976277828217, -0.055451057851314545, 0.028009511530399323, 0.002156726783141494, -0.021192753687500954, -0.02104647271335125, 0.059840042144060135, -0.0008472817717120051, -0.045340318232774734, 0.005900287069380283, -0.04695315659046173, 0.00633028382435441, -0.012402578257024288, -0.00048438209341838956, 0.03547906130552292, 0.039991214871406555, -0.04642769694328308, 0.004828429315239191, 0.05379429832100868, -0.046601563692092896, 0.02368505485355854, -0.0642511174082756, 0.015937674790620804, -0.014826280996203423, 0.013538708910346031, -0.0031454875133931637, -0.06585689634084702, 0.007139983121305704, 0.07850683480501175, 0.016205307096242905, 0.04841805249452591, -0.009665161371231079, 0.03949737548828125, -0.0034831040538847446, 0.01986982300877571, -0.03630528971552849, -0.029277456924319267, -0.011737998574972153, -0.02429347112774849, -0.07434670627117157, 0.06447893381118774, -0.008903042413294315, -0.049714572727680206, -0.0012269171420484781, 0.046704359352588654, -0.017771925777196884, -0.00405393959954381, 0.03318621218204498, 0.0017856834456324577, -0.003105544950813055, -0.024951856583356857, -0.030112681910395622, -0.028778718784451485, 0.014063112437725067, 0.0036255372688174248, -0.07992857694625854, 0.013022764585912228, -0.007067698519676924, -0.01752689853310585, 0.004102481063455343, 0.004227586556226015, -0.03056325949728489, 0.022549545392394066, -0.0383196622133255, 0.024377310648560524, -0.0641278401017189, 0.06721396744251251, 0.007844874635338783, -0.031154774129390717, -0.01730535551905632, 0.013337984681129456, 0.041158854961395264, 0.0032478398643434048, 0.0032366446685045958, 0.06762199848890305, 0.010333696380257607, 0.007911880500614643, -0.04056107625365257, 0.05492527037858963, -0.008048544637858868, -0.05093193054199219, -0.0023702909238636494, 0.03917377442121506, -0.045990221202373505, -0.0074523030780255795, -0.008958641439676285, -0.011385474354028702, 0.031136980280280113, 0.01826801337301731, 0.024690745398402214, 0.03034423105418682, 0.008332395926117897, -0.021603669971227646, 0.018056226894259453, 0.018529880791902542, 0.02484804019331932, -0.002846353454515338, 0.013127925805747509, -0.020729796960949898, -0.05388110876083374, -0.02058248035609722, 0.016857458278536797, 0.006388426758348942, 0.026822414249181747, -0.03177016228437424, 0.030587468296289444, 0.0822988897562027, 0.041777804493904114, 0.02523449994623661, -0.022733936086297035, 0.034312278032302856, 0.02914600260555744, 0.039657123386859894, 0.024659324437379837, 0.012976699508726597, 0.0005797920748591423, -0.021850718185305595, -0.0016074187587946653, 0.03970105201005936, -0.004096717108041048, -0.014416784979403019, -0.03471286594867706, -0.05805598571896553, 0.02943648211658001, -0.04451483115553856, -0.009692293591797352, 0.05048906058073044, 0.07743891328573227, 0.051217980682849884, 0.047131624072790146, -0.008148903958499432, -0.08386454731225967, 0.05109696462750435, 0.0315689742565155, 0.02799970842897892, 0.03343701362609863, -0.0398704931139946, 0.06359364837408066, 0.03322867304086685, 0.029870349913835526, 0.05224726349115372, -0.07049765437841415, -0.1017317846417427, -0.016396300867199898, -0.0333387553691864, 0.051866061985492706, -0.0443861186504364, 0.02486688829958439, 0.05802230164408684, -0.01531450916081667, 0.06034260615706444, -0.0022374289110302925, -0.014720950275659561, 0.01155235804617405, -0.04882235452532768, -0.03879791125655174, 0.05942217633128166, 0.031500089913606644, 0.025795239955186844, -0.042454175651073456, 0.016354357823729515, -0.020485125482082367, -0.01237193588167429, 0.029958290979266167, 0.006397543009370565, 0.03843515366315842, -0.014205190353095531, 0.05578255653381348, -0.01307485532015562, 0.05379364266991615, -0.032872434705495834, 0.03228979557752609, 0.01353901345282793, -0.028298065066337585, 0.004606559406965971, -0.005692176520824432, 0.10916383564472198, 0.07846593111753464, -0.041980378329753876, -0.05172564461827278, 0.03934788703918457, 0.01583208329975605, -0.04779093712568283, 0.006866679061204195, 0.006268118508160114, 0.01808295212686062, 0.009603922255337238, -0.05767516419291496, -0.04043427109718323, 0.03395003452897072, -0.05223248898983002, 0.013955537229776382, 0.03270666301250458, -0.006248167250305414, 0.06174739822745323, 0.032411545515060425, -0.022758467122912407, -0.022694455459713936, 0.018241146579384804, -0.062148772180080414, 0.0007246136665344238, -0.011719211004674435, -0.030687060207128525, 0.05251065641641617, -0.028084255754947662, -0.04596065357327461, -0.04168286547064781, -0.05090883746743202, 0.043529607355594635, 0.0766611099243164, 0.05364212021231651, -0.029576776549220085, 0.04715227708220482, -0.021624328568577766, 0.04564172029495239, 0.006661559455096722, -0.02446850575506687, -0.04574350267648697, -0.04274110123515129, -0.0025083832442760468, 0.004089467227458954, 0.0075367470271885395, 0.010409189388155937, 0.013323735445737839, 0.024623947218060493, -0.008730749599635601, -0.015507649630308151, 0.0454510934650898, 0.0051161362789571285, -0.0032292508985847235, -0.03247573971748352, -0.009637721814215183, 0.04452437534928322, -0.04047380015254021, -0.020159592851996422, 0.003660227870568633, -0.10170303285121918, 0.03518358990550041, -0.05437157303094864, -0.026478933170437813, -0.01480171363800764, 0.006648630369454622, 0.028576241806149483, 0.017096178606152534, 0.01290904451161623, 0.05741497501730919, 0.02104581706225872, -0.007168545853346586, 0.005970996804535389, 0.0036133136600255966, 0.038745127618312836, 0.04177606478333473, -0.004534171894192696, 0.05440167337656021, 0.0006335356738418341, 0.0033083020243793726, -0.05523103475570679, 0.02430214360356331, -0.03418925404548645, -0.2691965699195862, 0.03596711531281471, 0.00440159672871232, -0.048001889139413834, 0.041718799620866776, -0.02088584564626217, -0.0015922111924737692, -0.07380303740501404, -0.021240349858999252, 0.02249997667968273, -0.022615207359194756, -0.04158389940857887, -0.0036688782274723053, 0.03370171785354614, -0.004466354381293058, 0.02401617355644703, 0.04768023639917374, -0.026484407484531403, -0.0023088338784873486, 0.05823623016476631, -0.00953078456223011, -0.07075830549001694, -0.0068968599662184715, 0.039085231721401215, 0.040393050760030746, 0.07847147434949875, -0.06182190030813217, 0.04816274717450142, -0.05507946386933327, -0.007189433556050062, -0.006924563553184271, 0.0082670534029603, -0.009825525805354118, -0.024149756878614426, 0.017059896141290665, -0.019185561686754227, 0.04372329264879227, -0.00239685014821589, -0.006000934634357691, 0.009094323962926865, -0.014753765426576138, -0.025513850152492523, 0.008382253348827362, 0.022425426170229912, 0.07756330072879791, 0.019005827605724335, -0.08779405057430267, -0.016247643157839775, -0.03838605806231499, 0.07729201763868332, -0.03280755504965782, -0.031547896564006805, -0.011169852688908577, 0.017733236774802208, 0.01613205298781395, -0.02074422314763069, 0.0017306078225374222, -0.026854636147618294, -0.037494294345378876, -0.03765253722667694, -0.015135240741074085, -0.017070844769477844, -0.022278806194663048, -0.060919374227523804, -0.029457850381731987, -0.06136440485715866, -0.04734271764755249, -0.023327728733420372, 0.06489229202270508, 0.017320949584245682, -0.05396264046430588, 0.006003720220178366, -0.009675578214228153, -0.09075168520212173, -0.023964565247297287, -0.008759916760027409, -0.007440517656505108, 0.01108899898827076, 0.004175238776952028, 0.035127706825733185, -0.03415418043732643, -0.045724160969257355, 0.024526219815015793, 0.006866996642202139, 0.033096104860305786, -0.020590204745531082, 0.042042724788188934, 0.030271464958786964, -0.023623254150152206, 0.010063310153782368, 0.0793043002486229, 0.007828786037862301, -0.031191451475024223, -0.03474756330251694, 0.03230035677552223, -0.013516769744455814, 0.004476063419133425, -0.007454870734363794, 0.007946198806166649, 0.018902914598584175, -0.00287872226908803, -0.0500229187309742, 0.009639334864914417, -0.020320646464824677, -0.016934450715780258, -0.021745828911662102, -0.0583079494535923, 0.019477766007184982, 0.023094408214092255, -0.0028840075246989727, 0.015282119624316692, -0.028430646285414696, 0.017175940796732903, -0.04659060016274452, -0.036058470606803894, -0.03443993255496025, 0.004637039732187986, 0.05249457061290741, -0.015680423006415367, 0.005392532330006361, -0.0531243197619915, 0.004184945952147245, -0.0319252535700798, -0.04530271887779236, -0.0644901916384697, -0.014496222138404846, -0.015186979435384274, -0.014443873427808285, 0.001208371832035482, 0.028475182130932808, -0.013536843471229076, 0.00958701130002737, 0.04487186297774315, -0.03662905469536781, -0.009496033191680908, -0.043218206614255905, -0.07359375804662704, -0.040786053985357285, -0.013621769845485687, 0.009191971272230148, -0.015791112557053566, 0.021787218749523163, -0.019132619723677635, 0.003927026875317097, 0.0468621589243412, 0.02200566790997982, -0.0012949584051966667, -0.02322835847735405, 0.0201491117477417, 0.03127965331077576, -0.0045282659120857716, -0.06241371110081673, 0.02933286502957344, -0.03512294590473175, -0.01159060187637806, -0.013284381479024887, 0.03160013258457184, -0.023833254352211952, -0.02643425017595291, -0.007257987279444933, 0.003994722384959459, -0.046731382608413696, -0.025455353781580925, -0.026568511500954628, 0.014678947627544403, 0.06155044212937355, -0.006608376745134592, 0.020458202809095383, -0.018951354548335075, -0.0020163236185908318, 0.031678084284067154, -0.011167378164827824, -0.04403100535273552, 0.003366620745509863, 0.001315518980845809, -0.0020552929490804672, 0.01194023061543703, -0.002879080828279257, 0.037893906235694885, -0.002115781418979168, -0.009865299798548222, -0.04971293732523918, 0.013732293620705605, -0.0014981625135987997, 0.04011360928416252, 0.009031091816723347, -0.01633046567440033, -0.012567752040922642, -0.03411438688635826, -0.04445177689194679, -0.020695919170975685, -0.03165937587618828, -0.008525495417416096, 0.0025274690706282854, -0.04074839875102043, -0.06832728534936905, 0.04319307208061218, 0.01247828733175993, -0.0023765212390571833, 0.04817226901650429, -0.02409055083990097, 0.010499515570700169, -0.048294756561517715, 0.016355466097593307, 0.05172330513596535, -0.06998852640390396, 0.005314990878105164, -0.00320542324334383, -0.0027443307917565107, 0.004147397819906473, -0.02727656438946724, -0.03542828559875488, -0.016439691185951233, -0.03624122589826584, 0.014560204930603504, -0.07840830087661743, -0.015176474116742611, -0.042875323444604874, 0.0032352807465940714, -0.006479586008936167, 0.030227642506361008, -0.018274245783686638, -0.025415660813450813, -0.026755983009934425, -0.007583262864500284, 0.027735192328691483, -0.03328218311071396, -0.004290494602173567, 0.02147112973034382, -0.04714422672986984, -0.0323956236243248, -0.021445736289024353, 0.010579331777989864, 0.01935773342847824, -0.013649296015501022, -0.021174916997551918, -0.034146081656217575, -0.008575472049415112, 0.0020874531473964453, 0.025309674441814423, -0.015318797901272774, -0.01135977916419506, -0.034355808049440384, -0.011950384825468063, -0.053957030177116394, 0.013972793705761433, -0.015920735895633698, -0.010140680707991123, 0.05378850921988487, 0.06571649014949799, -0.0005673706764355302, 0.019528625532984734, 0.0076636578887701035, -0.044114597141742706, 0.06275167316198349, -0.0462891049683094, -0.031049195677042007, -0.010345946997404099, -0.04510601982474327, 0.0174157302826643, -0.00038218777626752853, 0.04169188439846039, -0.037271495908498764, 0.0645449161529541, 0.0165079478174448, 0.049027785658836365, 0.034290630370378494, 0.013624864630401134, 0.025090811774134636, -0.06923667341470718, -0.007828574627637863, -0.0790429338812828, -0.012089756317436695, 0.019998081028461456, 0.005013010930269957, -0.021853432059288025, -0.008727462962269783, -0.0442228689789772, 0.04402225464582443, -0.08182167261838913, -0.01913374289870262, 0.044772934168577194, -0.01282185222953558, -0.01534569077193737, 0.03354282304644585, -0.06173722818493843, 0.03999411687254906, 0.019152967259287834, -0.0499892495572567, -0.004621975589543581, -0.03306166082620621, 0.054184794425964355, -0.0041893539018929005, 0.028686512261629105, -0.04921681806445122, 0.0011577351251617074, 0.08285100013017654, 0.031195418909192085, 0.0017969508189707994, 0.052007339894771576, -0.006471492350101471, 0.03170428425073624, 0.03890194743871689, 0.033297646790742874, -0.009370612911880016, 0.02901812456548214, -0.010701260529458523, -0.06760445982217789, 0.026518605649471283, -0.0022979453206062317, -0.011720883660018444, -0.024048976600170135, 0.052601296454668045, 0.009540362283587456, -0.017435859888792038, -0.05602335184812546, -0.00044461930519901216, -0.06051492691040039, -0.019418733194470406, -0.0010946831898763776, 0.009319000877439976, -0.05026850476861, 0.047909919172525406, -0.007367415353655815, 0.015513015910983086, 0.047271884977817535, -0.01941792294383049, -0.013748069293797016, -0.020427608862519264, 0.0923098772764206, 0.07153984904289246, 0.058907218277454376, 0.010448729619383812, 0.07741928845643997, 0.020200777798891068, -0.04510137066245079, 0.011209484189748764, -0.014652857556939125, -0.01134795043617487, -0.03126877173781395, 0.01531260460615158, 0.05448133498430252, -0.018780818209052086, 0.05460234731435776, -0.00692566717043519, -0.025379769504070282, -0.014546557329595089, 0.040107835084199905, 0.0077915252186357975, 0.057842355221509933, 0.017107484862208366, 0.012274113483726978, -0.02103416435420513, -0.05378193408250809, 0.031083768233656883, -0.0036992758978158236, -0.009535975754261017, 0.028284406289458275, -0.018353845924139023, 0.03915124759078026, 0.0053405845537781715, 0.03470149636268616, 0.08595260232686996, -0.029511742293834686, 0.028355516493320465, 0.008303533308207989, 0.026612672954797745, -0.0035730276722460985, 0.007448066025972366, -0.02950308658182621, -0.02720065228641033, -0.017481744289398193, -0.0227561816573143, -0.02913317084312439, -0.0038677079137414694, 0.006937174126505852, 0.018720461055636406, -0.01954590156674385, 0.008869396522641182, 0.0452992282807827, 0.011383158154785633, -0.019098110496997833, -0.05437370389699936, -0.03932112827897072, -0.04074542969465256, -0.02911127172410488, -0.008834030479192734, 0.016530347988009453, -0.00034543476067483425, -0.04943610355257988, -0.014365625567734241, -0.009126451797783375, -0.025358809158205986, 0.029053624719381332, -0.05161397159099579, -0.013323899358510971, -0.005819866433739662, 0.03978429734706879, 0.01472070999443531, 0.0072696879506111145, 0.05797522887587547, 0.01744678243994713, -0.02494451217353344, 0.024224529042840004, 0.02829105593264103, 0.019493309780955315, -0.0020621484145522118, 0.044018227607011795, -0.07539357244968414, 0.012700238265097141, 0.027488278225064278, -0.023140083998441696, -0.06669563055038452, 0.02348533645272255, 0.022947698831558228, -0.033817168325185776, 0.03218728303909302, -0.0028620862867683172, 0.012866361998021603, -0.026455681771039963, -0.007805112283676863, -0.000497671018820256, 0.009064266458153725, 0.030557433143258095, -0.042028505355119705, 0.08138798922300339, 0.03395392373204231, 0.012461187317967415, -0.048336055129766464, -0.0003320042451377958, -0.0009569249232299626, 0.005762462969869375, -0.04326630383729935, -0.02586139552295208, -0.011157372035086155, -0.08248312771320343, -0.013327902182936668, 0.016265854239463806, -0.019365500658750534, -0.03235487639904022, 0.022348256781697273, 0.016240403056144714, -0.02025504969060421, 0.024279288947582245, -0.03373405337333679, 0.013071242719888687, -0.027164218947291374, -0.00436605978757143, 0.013643410056829453, 0.0284616369754076, 0.019452368840575218, 0.004318128805607557, 0.010841055773198605, -0.047765422612428665, 0.03514856472611427, -0.012369871139526367, 0.014256501570343971, 0.04455223307013512, 0.01670309156179428, -0.02373637445271015 ]
[ -0.08445307612419128, -0.024816684424877167, 0.01499350555241108, -0.005113943945616484, 0.012110413983464241, -0.004379248712211847, -0.019104473292827606, 0.01898808963596821, -0.011292420327663422, -0.020825451239943504, 0.009768773801624775, -0.04144575074315071, -0.012478084303438663, -0.012010382488369942, 0.06705626100301743, 0.008854564279317856, 0.012169708497822285, -0.08174852281808853, 0.030868981033563614, 0.005363100208342075, 0.007725439500063658, -0.031568169593811035, -0.04016510769724846, -0.006949959322810173, 0.03867576643824577, -0.0001405963412253186, 0.010391080752015114, -0.023310035467147827, -0.00400457764044404, -0.16150961816310883, 0.0016646141884848475, 0.03313751146197319, 0.04214657098054886, -0.022542115300893784, 0.002995399758219719, 0.06900917738676071, 0.02946612425148487, 0.00461926031857729, 0.01609804667532444, 0.027441054582595825, 0.028253016993403435, 0.022173307836055756, -0.014714529737830162, -0.02671031467616558, 0.01672735996544361, 0.02673175185918808, 0.029623249545693398, -0.02387097291648388, 0.0006681036320514977, -0.0050410255789756775, -0.0844564363360405, -0.03522384911775589, -0.012564384378492832, -0.021734045818448067, -0.011422551237046719, 0.01327488012611866, 0.04943639039993286, 0.06844915449619293, -0.00804910995066166, 0.02373894862830639, 0.04332848638296127, -0.024730533361434937, -0.15923450887203217, 0.06492867320775986, 0.048801157623529434, 0.06230468302965164, -0.06312182545661926, 0.010480904020369053, -0.019787605851888657, 0.09453920274972916, 0.02876012586057186, -0.033586129546165466, -0.007141718175262213, 0.028423165902495384, 0.02247338928282261, 0.027592191472649574, 0.01927405595779419, 0.028422554954886436, 0.0017546287272125483, -0.052285291254520416, -0.00028742020367644727, 0.026096027344465256, -0.02815346047282219, -0.013609766960144043, -0.07097224146127701, 0.026941142976284027, -0.00421247910708189, 0.03563995286822319, 0.06946995109319687, 0.02567637898027897, 0.01802542619407177, 0.008966083638370037, 0.03557954356074333, -0.01617252640426159, -0.04852379485964775, -0.026702748611569405, -0.015208026394248009, 0.012075446546077728, -0.038154780864715576, 0.43691566586494446, -0.025873038917779922, 0.008786594495177269, 0.0736466646194458, 0.025668365880846977, -0.00819339882582426, 0.002260723616927862, 0.0237579308450222, -0.03998000919818878, 0.05073762685060501, -0.011977344751358032, 0.03865739703178406, 0.034089598804712296, 0.068215012550354, -0.05225076153874397, 0.0030139675363898277, 0.014472207985818386, 0.02273627370595932, 0.0052976603619754314, 0.01501158345490694, -0.010092184878885746, -0.03316347673535347, 0.03252645209431648, 0.04943575710058212, 0.010921210050582886, -0.05310060828924179, -0.08563161641359329, 0.01484396867454052, 0.047831322997808456, 0.028789164498448372, -0.025087222456932068, 0.06334788352251053, -0.03712312504649162, -0.06671816855669022, -0.0148365693166852, -0.0005579472053796053, 0.01033021416515112, 0.019138704985380173, -0.009561408311128616, -0.0025725970044732094, 0.057751595973968506, 0.010165773332118988, 0.018397537991404533, -0.014546786434948444, -0.06974180787801743, -0.044638920575380325, 0.12386149913072586, 0.05562153458595276, -0.04862042888998985, -0.025023961439728737, -0.019339971244335175, 0.006362916901707649, 0.017809037119150162, 0.013600029051303864, -0.0674973651766777, 0.035495296120643616, 0.008341937325894833, 0.09822575002908707, -0.004345888737589121, -0.046045150607824326, -0.008585929870605469, -0.029820092022418976, -0.011480833403766155, -0.06900741159915924, 0.015576842240989208, 0.05060621351003647, -0.11715475469827652, -0.037670060992240906, -0.012749811634421349, 0.008862150833010674, -0.05384627357125282, 0.006342433858662844, -0.002695558127015829, -0.03461083024740219, 0.03773989900946617, 0.0835554301738739, -0.019455866888165474, -0.020000122487545013, 0.0053553469479084015, 0.051558297127485275, 0.027007700875401497, 0.04205820709466934, -0.003172284457832575, -0.016978153958916664, -0.008865744806826115, -0.01492335181683302, -0.04610965773463249, -0.040963344275951385, -0.03308358043432236, -0.02024863474071026, 0.040758587419986725, -0.015510943718254566, -0.011736368760466576, -0.09059957414865494, 0.09490464627742767, -0.040303703397512436, -0.027892958372831345, -0.01385430060327053, 0.016734164208173752, -0.04243937134742737, -0.011870687827467918, -0.10123468935489655, 0.007416090928018093, -0.027840837836265564, -0.010230321437120438, -0.04946877434849739, 0.019387075677514076, 0.0283459834754467, -0.05245799943804741, 0.10930804163217545, 0.08377984166145325, -0.05127568915486336, -0.03760245442390442, 0.026203040033578873, 0.032818738371133804, 0.0108018908649683, -0.006473321933299303, 0.015879647806286812, 0.04717092216014862, -0.03364172950387001, 0.0043065487407147884, -0.022236522287130356, 0.006994485389441252, -0.056990496814250946, -0.3263891935348511, -0.017123032361268997, -0.047373879700899124, 0.0008079424733296037, 0.05005662888288498, -0.036715067923069, -0.00003162493885611184, -0.0009259189828298986, -0.042672764509916306, 0.01857185922563076, 0.09530283510684967, -0.025457676500082016, -0.0018921433947980404, -0.0765087679028511, 0.012561878189444542, 0.0001878708426374942, -0.052078500390052795, -0.043693192303180695, -0.06530510634183884, -0.006789192091673613, 0.016483379527926445, 0.01699257083237171, -0.03359033167362213, -0.03493347391486168, 0.01825389266014099, -0.04865222051739693, 0.06769687682390213, -0.0062995352782309055, 0.0913277268409729, -0.007275195326656103, 0.027029797434806824, 0.0303287822753191, 0.023614732548594475, -0.1156802624464035, 0.004711846821010113, -0.0001425527298124507, 0.0069947624579072, -0.03494502231478691, -0.009794002398848534, -0.03415229916572571, -0.05540129914879799, 0.02066216990351677, -0.07342749834060669, -0.02227938175201416, -0.060623396188020706, 0.001274009933695197, -0.020068664103746414, -0.01783047243952751, -0.028210248798131943, 0.049040332436561584, -0.006179545074701309, 0.013951051980257034, 0.00446303142234683, 0.02185843326151371, -0.0006742115365341306, -0.028133654966950417, -0.08410243690013885, 0.027527278289198875, 0.006171627435833216, -0.02176007628440857, 0.008026507683098316, 0.048625681549310684, 0.037905167788267136, -0.013578783720731735, -0.002051312942057848, -0.03476380184292793, -0.015913749113678932, 0.021012311801314354, 0.011453429237008095, 0.023397624492645264, -0.018702207133173943, 0.05050114169716835, -0.01075533963739872, -0.025764908641576767, 0.027055533602833748, 0.016551531851291656, -0.027655016630887985, 0.028034674003720284, -0.016630645841360092, -0.03921716660261154, -0.019072996452450752, -0.047898732125759125, 0.03853948786854744, 0.005265562795102596, -0.011927003972232342, 0.01924470067024231, -0.003714201506227255, -0.08552435040473938, 0.07940437644720078, 0.036421239376068115, -0.028467074036598206, -0.0014382306253537536, -0.02696104161441326, -0.04061979427933693, 0.11902263015508652, 0.02668588235974312, -0.2267785221338272, 0.018449101597070694, 0.02452041022479534, 0.04306024685502052, -0.013469493016600609, 0.042500995099544525, 0.009374148212373257, -0.04400955140590668, 0.03650660812854767, 0.024530813097953796, 0.02277526818215847, 0.0019218801753595471, 0.01824433170258999, -0.014292335137724876, 0.04451463744044304, -0.035741835832595825, 0.04978281259536743, -0.00048216735012829304, 0.053046610206365585, 0.02405588887631893, -0.008790111169219017, 0.011739646084606647, 0.14363889396190643, 0.03706295043230057, 0.02419649437069893, 0.027950124815106392, -0.012205654755234718, 0.00010805302008520812, 0.06565698981285095, 0.03627244383096695, 0.04116090014576912, 0.0007559637306258082, 0.04009063169360161, 0.011770321056246758, 0.024166567251086235, -0.08027517050504684, -0.05015233904123306, 0.05507120117545128, 0.036518942564725876, 0.0044807977974414825, 0.023025304079055786, 0.017056584358215332, -0.024836385622620583, 0.05961534380912781, 0.07966212183237076, -0.010903194546699524, -0.042790718376636505, -0.0921630859375, -0.05196579918265343, -0.015891125425696373, -0.024698179215192795, -0.006145514082163572, 0.0013314969837665558, 0.006351574324071407, 0.046601977199316025, 0.04352576285600662, 0.025130227208137512, -0.05373169109225273, -0.025272250175476074, -0.008292187936604023, -0.003825634950771928, -0.036511920392513275, 0.08036734908819199, 0.027628492563962936, 0.02713983692228794 ]
[ -0.00967167317867279, -0.009365588426589966, -0.005760351195931435, -0.023451359942555428, -0.014061402529478073, -0.0037677183281630278, -0.0018841008422896266, 0.019329847767949104, -0.0021224566735327244, -0.010670555755496025, 0.005329463165253401, 0.05034591630101204, 0.0058984155766665936, -0.04515625908970833, 0.030291322618722916, -0.030694352462887764, -0.011622600257396698, 0.005081151146441698, 0.041666604578495026, -0.0017992380307987332, -0.007760276552289724, 0.002352036302909255, -0.008915150538086891, 0.0324912890791893, -0.03401213884353638, 0.01667831465601921, 0.00813711155205965, 0.03019244410097599, 0.018991978839039803, -0.13721293210983276, -0.03335985541343689, 0.0023144613951444626, 0.02228974923491478, -0.005267190281301737, 0.006667511537671089, 0.02174484170973301, 0.04698614776134491, 0.02008279785513878, -0.01595051772892475, -0.027372008189558983, -0.019918348640203476, -0.04083101078867912, 0.007708270568400621, 0.015265538357198238, -0.002173004671931267, 0.0025558513589203358, -0.015236221253871918, -0.052491310983896255, 0.016704024747014046, -0.021091941744089127, -0.05777142941951752, -0.02959447167813778, 0.019406327977776527, -0.03330578655004501, 0.03676138445734978, 0.015996983274817467, 0.03531786426901817, -0.010715099982917309, -0.005097482819110155, -0.023316169157624245, 0.013594593852758408, -0.07777655124664307, -0.034418318420648575, -0.006810253951698542, -0.0009742233087308705, 0.010176093317568302, -0.05516417324542999, 0.025175603106617928, -0.04179565608501434, 0.008594824001193047, -0.016381049528717995, -0.0325605683028698, -0.02853802591562271, -0.033713001757860184, 0.013931790366768837, 0.01467312965542078, -0.004120302386581898, -0.03964920714497566, 0.016673384234309196, -0.02097862958908081, -0.08422845602035522, 0.05237487703561783, 0.009216678328812122, -0.03012610226869583, -0.0612357072532177, -0.01668114773929119, 0.018021628260612488, -0.03795175999403, 0.024031849578022957, 0.0641804113984108, -0.040829744189977646, 0.048777662217617035, -0.019343767315149307, -0.03397844731807709, -0.062309931963682175, -0.002249614568427205, 0.01707313396036625, -0.016439564526081085, 0.026444436982274055, 0.8098796010017395, 0.015972087159752846, 0.031797245144844055, 0.041096627712249756, -0.012371349148452282, -0.01636938378214836, -0.02014756016433239, -0.014818011783063412, -0.009412286803126335, -0.003909613937139511, -0.0426287017762661, -0.0033410643227398396, 0.012281435541808605, 0.05135000869631767, 0.027833236381411552, 0.026035603135824203, 0.01784456893801689, -0.0064734723418951035, -0.018553951755166054, -0.0714859887957573, 0.007501917891204357, 0.004088733810931444, 0.008501830510795116, 0.00017768415273167193, -0.029125891625881195, -0.02933782897889614, -0.1629423201084137, -0.02931533381342888, -8.731881339859012e-33, 0.004885336849838495, 0.0016864322824403644, 0.02890850603580475, -0.008663726970553398, 0.006710769608616829, -0.025273092091083527, -0.0024779890663921833, 0.03773371875286102, 0.01241149939596653, 0.010358120314776897, -0.017366822808980942, -0.03319467231631279, 0.0034334049560129642, -0.016080547124147415, 0.027998575940728188, -0.028061311691999435, 0.0023808160331100225, 0.050511881709098816, -0.039390500634908676, 0.015487046912312508, 0.04089823365211487, 0.006895644590258598, -0.009906696155667305, 0.008931579999625683, 0.025808215141296387, 0.02376006916165352, 0.01641003042459488, 0.040309011936187744, 0.01114922296255827, -0.0469563826918602, -0.03061072528362274, 0.03317362070083618, -0.016217125579714775, 0.0027809038292616606, -0.008429969660937786, -0.0830027237534523, -0.06303180754184723, 0.004963259678333998, -0.024741096422076225, -0.021724820137023926, -0.014000818133354187, -0.004649511072784662, -0.013061637058854103, -0.0012022219598293304, -0.013471540063619614, 0.061340659856796265, 0.012698817066848278, 0.03079153224825859, 0.023921700194478035, 0.029598193243145943, -0.01303872186690569, 0.017819756641983986, 0.03285921365022659, 0.012034674175083637, 0.009050187654793262, 0.010706199333071709, -0.004543669056147337, -0.014656531624495983, -0.021752644330263138, 0.009421483613550663, -0.008317001163959503, 0.03372432664036751, -0.012623762711882591, -0.013235319405794144, -0.004917235113680363, 0.04121784120798111, 0.000197262255824171, -0.010710087604820728, -0.011933787725865841, -0.0033330293372273445, -0.020348990336060524, -0.005385724827647209, -0.03688981756567955, 0.014108377508819103, 0.03706779330968857, -0.006543259136378765, -0.00022438037558458745, 0.024804765358567238, -0.02002112567424774, 0.027336852625012398, -0.030130350962281227, 0.05088748410344124, -0.0037570095155388117, -0.0550854466855526, 0.019464202225208282, 0.035064008086919785, 0.017375469207763672, -0.021950149908661842, -0.005010612308979034, 0.062079932540655136, -0.025602491572499275, -0.015582200139760971, -0.03483055904507637, 0.02996211126446724, -0.01683272421360016, 8.718479969575668e-33, 0.032771918922662735, -0.044563863426446915, 0.015165233984589577, -0.0021680050995200872, 0.05454009771347046, 0.014363543130457401, -0.014967240393161774, -0.004995280876755714, -0.01897059567272663, 0.041330013424158096, -0.008868249133229256, -0.04620099440217018, -0.01845889911055565, 0.043287161737680435, 0.032160427421331406, -0.02404417283833027, 0.043536122888326645, -0.03210727125406265, -0.013153865933418274, -0.0003495232085697353, 0.03394055366516113, -0.017738282680511475, -0.0032102710101753473, 0.011345194652676582, 0.022319408133625984, 0.0648564025759697, -0.027163155376911163, 0.03229378163814545, -0.0035660932771861553, -0.0025996994227170944, 0.025702428072690964, -0.0004953590105287731, 0.005096409469842911, 0.022552363574504852, -0.004927248694002628, -0.01412388775497675, -0.01554043684154749, -0.021593354642391205, -0.02160375751554966, 0.02280709706246853, 0.0060654752887785435, -0.030296852812170982, 0.018413476645946503, 0.027603650465607643, -0.011104710400104523, -0.03998998552560806, 0.00786556862294674, -0.04528319090604782, -0.04472915083169937, -0.013505544513463974, 0.014306958764791489, 0.007751126773655415, 0.014465129002928734, 0.05868028104305267, 0.0015535936690866947, 0.018232261762022972, 0.05253458768129349, -0.003454427933320403, -0.0008533892687410116, 0.01040994469076395, -0.007377579342573881, -0.024619324132800102, -0.006347871385514736, 0.016479654237627983, -0.033226143568754196, -0.01846993900835514, 0.06991347670555115, 0.0017320318147540092, -0.004329657647758722, 0.0016582602402195334, -0.007636175490915775, 0.006096279714256525, 0.013936311937868595, 0.060796014964580536, -0.010296467691659927, -0.0030393560882657766, -0.02651216648519039, -0.023012803867459297, -0.02027667872607708, -0.024223731830716133, 0.01895427703857422, -0.008579659275710583, 0.03089544177055359, 0.03669342026114464, 0.005782791879028082, 0.049819447100162506, -0.010596509091556072, -0.01713264361023903, 0.025147495791316032, 0.005524835549294949, -0.001141020911745727, -0.007150429300963879, -0.008173536509275436, 0.029886582866311073, -0.03377397730946541, -1.3690189426540655e-8, -0.02627551183104515, -0.02387167699635029, 0.017765721306204796, -0.0013090292923152447, 0.01342424564063549, 0.004287772811949253, -0.013038336299359798, 0.00030675437301397324, -0.02990935556590557, 0.04089906066656113, 0.048535872250795364, -0.04258774593472481, -0.007002713158726692, 0.003543248400092125, -0.0035078886430710554, -0.06766340136528015, -0.018561117351055145, 0.050886817276477814, 0.027616364881396294, -0.021471157670021057, 0.015176045708358288, 0.050683245062828064, -0.03207750618457794, 0.0225041713565588, 0.03819722309708595, -0.008641977794468403, 0.003918624483048916, -0.05210566520690918, 0.039298541843891144, -0.01601458340883255, 0.03516383096575737, -0.010520047508180141, -0.008236170746386051, 0.038547005504369736, -0.023355979472398758, -0.05222463980317116, 0.05219491943717003, 0.057318586856126785, -0.027712907642126083, 0.014948277734220028, -0.005166929215192795, 0.013329283334314823, -0.018950773403048515, -0.02905152551829815, -0.00991764198988676, 0.009497669525444508, -0.0549885593354702, 0.009052174165844917, 0.009175444953143597, -0.018427452072501183, 0.03527604788541794, 0.016441773623228073, 0.06491351127624512, 0.07294522970914841, -0.0038446381222456694, -0.01564646139740944, -0.0023348827380687, -0.024350790306925774, -0.03483748063445091, 0.021317359060049057, 0.013387813232839108, 0.004846332129091024, 0.015537991188466549, -0.015254229307174683 ]
lean-thinking-book-review
https://markhneedham.com/blog/2009/03/21/lean-thinking-book-review
false
2009-03-07 10:03:38
DDD: Bounded Contexts
[ "domain-driven-design" ]
[ "Domain Driven Design" ]
I've been reading Casey Charlton's http://dddstepbystep.com/[excellent series of posts on Domain Driven Design] recently and today came across his thoughts about http://devlicio.us/blogs/casey/archive/2009/02/18/ddd-what-kind-of-applications-is-it-suited-to.aspx[which types of applications Domain Driven Design is suited to]. Towards the end of the post he talks about the fact that there is a lot of excellent ideas in Domain Driven Design even if you don't have the chance to use all of them. ____ \...there is a wealth of wisdom and experience encapsulated in Domain Driven Design -- use what you think applies to your situation, and you will find your software becoming more flexible, more reactive to your audience, and easier to understand -- just don't expect miracles, and beware of over complicating your code for the sake of it -- sometimes simpler really is better. ____ A pattern which I think is applicable in the majority of systems is http://devlicio.us/blogs/casey/archive/2009/02/11/ddd-bounded-contexts.aspx[bounded context] - if I remember correctly this isn't mentioned in http://www.infoq.com/minibooks/domain-driven-design-quickly[InfoQ's Domain Driven Quickly book] but is extensively covered in the http://www.amazon.com/Domain-Driven-Design-Tackling-Complexity-Software/dp/0321125215[big blue book]. To quote the book with regards to what a http://domaindrivendesign.org/discussion/messageboardarchive/BoundedContext.html[bounded context] is: ____ The delimited applicability of a particular model. BOUNDING CONTEXTS gives team members a clear and shared understanding of what has to be consistent and what can develop independently. ____ This means that a given model which we define is only valid in a specific part of our system. We would then have a layer of mapping between this bounded context and other parts of the system. I've found this to be a really useful pattern to help reduce complexity where our application has integration end points. It makes it significantly easier to understand the code as you don't need to keep all the context of what terms mean in other systems. One thing that we discussed in our Domain Driven Design book club last week is that there are actually *bounded contexts within the application itself as well as within the system* as a whole. For example if our application has a back-end database then that represents a relational model of the data in our system - that representation doesn't make sense in other parts of the system and would typically be encapsulated from our code with the help of an ORM - the ORM effectively acting as an http://www.joeydotnet.com/blog/archive/2007/09/10/building-the-often-needed-anti-corruption-layer.aspx[anti corruption layer] between the database and our domain model. I think we can also apply this with regards to the model we use on our user interfaces - often the model we display to our users differs from the one that makes sense to the business. The only disadvantage of creating all these different bounded contexts is that we need to create mapping code between each of them, a job which can be pretty tedious at times. On the other hand I think the advantages we get from having clearly defined areas where our various models are valid easily outweigh this in most cases.
null
null
[ 0.003963041584938765, 0.01720087230205536, -0.0035358930472284555, 0.05098510906100273, 0.09029116481542587, -0.0039777327328920364, 0.02211025170981884, 0.01862473040819168, 0.023810094222426414, -0.02515450492501259, -0.002747967140749097, 0.0028527011163532734, -0.046976085752248764, 0.012774543836712837, -0.021723786368966103, 0.07426414638757706, 0.053496334701776505, -0.017318857833743095, 0.03239062801003456, -0.011185834184288979, 0.016018087044358253, 0.032908543944358826, 0.013757046312093735, 0.04995502531528473, 0.036679111421108246, 0.026693666353821754, 0.019253015518188477, 0.000375699601136148, -0.046460095793008804, -0.012817278504371643, 0.049739692360162735, 0.01083747111260891, -0.011781054548919201, -0.0075851744040846825, 0.023715628311038017, -0.0012334404746070504, -0.022829269990324974, 0.008151770569384098, -0.011182824149727821, -0.007584643084555864, -0.08085505664348602, 0.043045997619628906, -0.015361802652478218, 0.015531790442764759, -0.02861732989549637, 0.013909644447267056, -0.056034430861473083, 0.0009544368367642164, -0.005576138850301504, -0.012227040715515614, -0.06334169954061508, 0.044621068984270096, -0.015082667581737041, 0.022900668904185295, -0.024133335798978806, 0.054771967232227325, 0.03363117203116417, -0.057753656059503555, 0.014020109549164772, -0.0541209913790226, -0.007363234180957079, -0.010908691212534904, -0.006838558707386255, 0.0202411450445652, 0.01588541455566883, -0.02028304524719715, -0.029382461681962013, 0.026467308402061462, -0.04530135169625282, 0.011189787648618221, -0.020000159740447998, 0.016907507553696632, 0.006818637251853943, 0.00922397617250681, -0.009558125399053097, -0.03260697051882744, 0.004450931679457426, 0.05845102295279503, 0.026377130299806595, 0.036936257034540176, -0.02145400643348694, -0.0077233025804162025, 0.005127446725964546, 0.009708303958177567, -0.008773619309067726, -0.04183430224657059, 0.0012845656601712108, -0.008733188733458519, -0.042509015649557114, 0.0768435075879097, 0.000042576568375807256, -0.075636126101017, 0.015699263662099838, 0.040082383900880814, 0.003461668500676751, -0.007501231972128153, 0.020293857902288437, 0.022100776433944702, -0.011879303492605686, 0.008740377612411976, -0.01024751178920269, -0.02749708853662014, -0.011114845052361488, -0.007405825890600681, -0.07107974588871002, -0.03238639608025551, -0.04180927947163582, -0.011615203693509102, 0.0035932266619056463, 0.007120871916413307, -0.05744873359799385, 0.012491770088672638, -0.019174089655280113, -0.019393522292375565, -0.051519811153411865, 0.07399201393127441, 0.0026787102688103914, -0.02969965524971485, 0.0065903207287192345, 0.018148552626371384, 0.04798334091901779, 0.005928714759647846, -0.03717724606394768, 0.06505009531974792, 0.01336700189858675, 0.022929437458515167, -0.04760008305311203, 0.052135687321424484, -0.03460351377725601, -0.07150914520025253, 0.019127773120999336, 0.044248346239328384, -0.03557916358113289, -0.02259981445968151, -0.0008386503322981298, -0.040035273879766464, 0.006593975238502026, 0.0017661324236541986, 0.029944531619548798, 0.05363639071583748, -0.0025175560731440783, -0.05420340225100517, 0.018341291695833206, -0.020770568400621414, 0.03695685788989067, 0.00188009487465024, 0.03164634108543396, -0.024404235184192657, -0.027470514178276062, -0.012237628921866417, 0.023953910917043686, 0.067539744079113, -0.0033641003537923098, -0.03934682533144951, 0.03798419237136841, 0.0815584659576416, 0.02424359880387783, 0.011573417112231255, -0.0026652617380023003, 0.03757036104798317, 0.03635737672448158, 0.01940242573618889, 0.0173236895352602, 0.01951897330582142, 0.03532548248767853, -0.012673689983785152, 0.004085417836904526, 0.06329519301652908, 0.017603088170289993, -0.004601745866239071, -0.07776899635791779, -0.06102615222334862, 0.04531915485858917, -0.059179000556468964, -0.01286960206925869, 0.025810109451413155, 0.08471468836069107, 0.02677958644926548, 0.05288378894329071, -0.019161885604262352, -0.07703132927417755, 0.0001470954593969509, 0.013522188179194927, 0.011346868239343166, 0.009070098400115967, -0.008812268264591694, 0.06513537466526031, 0.03663601726293564, -0.0059315054677426815, 0.04964710399508476, -0.07004788517951965, -0.07744763791561127, -0.004404628649353981, -0.036102086305618286, 0.05049682781100273, -0.030193960294127464, 0.002277401043102145, 0.08839748799800873, 0.01121147908270359, 0.0562962107360363, 0.046902723610401154, 0.014920178800821304, 0.005903955549001694, -0.031951598823070526, -0.015386434271931648, 0.03786613792181015, 0.03223520517349243, 0.009488362818956375, -0.050829436630010605, -0.006972968578338623, 0.013873674906790257, -0.03225923329591751, 0.037874381989240646, -0.03188975900411606, 0.03533751145005226, -0.01696305349469185, 0.05661696940660477, -0.020303867757320404, 0.0491853766143322, -0.062152594327926636, 0.016989165917038918, -0.0028506747912615538, -0.03230825439095497, 0.040699902921915054, 0.0007913846056908369, 0.10917849838733673, 0.06444156169891357, -0.028737163171172142, -0.035761136561632156, 0.006939668208360672, 0.004524542018771172, -0.014147026464343071, 0.015214740298688412, -0.023134715855121613, 0.0029350039549171925, 0.011300069279968739, -0.0543346032500267, -0.019661813974380493, 0.028905749320983887, -0.019513187929987907, 0.011489191092550755, 0.06436672061681747, -0.035357262939214706, 0.0525684654712677, -0.015605462715029716, -0.008575391955673695, -0.006716068368405104, -0.011154470033943653, -0.06160764768719673, 0.013273565098643303, 0.0059018442407250404, -0.014399376697838306, 0.0565933994948864, -0.01584572158753872, -0.01799406111240387, -0.038532596081495285, -0.03292697295546532, 0.009482148103415966, 0.02726399153470993, 0.06487173587083817, -0.024060416966676712, 0.061640478670597076, 0.006851272191852331, 0.02492062933743, 0.00805339589715004, -0.054541390389204025, -0.02838839404284954, -0.01681225746870041, -0.0026819456834346056, 0.03504955396056175, 0.01633787900209427, 0.01435137540102005, 0.02716023661196232, 0.0015536274295300245, -0.021853065118193626, -0.018497267737984657, 0.03531584516167641, 0.0034622526727616787, -0.021715978160500526, -0.0253059770911932, -0.04786457121372223, 0.04806087911128998, -0.032299261540174484, -0.035840168595314026, -0.0035030862782150507, -0.06812375783920288, 0.05583564192056656, -0.09366017580032349, -0.06055450066924095, 0.015490630641579628, 0.043444834649562836, 0.032100383192300797, -0.003486380912363529, 0.014200994744896889, 0.07442198693752289, 0.01952861063182354, -0.008392984047532082, -0.011098734103143215, -0.0010456073796376586, 0.02509886957705021, -0.011975761502981186, 0.0019733922090381384, 0.045070551335811615, 0.019415410235524178, -0.0029136876109987497, -0.060335513204336166, 0.02945147082209587, 0.0035984807182103395, -0.2848844528198242, 0.01604589633643627, 0.013857823796570301, -0.0672639012336731, 0.007399057969450951, -0.004979777615517378, 0.006178508047014475, -0.04932324215769768, -0.021437108516693115, 0.011628505773842335, -0.04807772487401962, -0.05567757040262222, -0.018004918470978737, 0.02527363784611225, -0.002848283387720585, 0.029330329969525337, 0.057828646153211594, -0.052688609808683395, -0.012592258863151073, 0.05182070657610893, -0.007451729848980904, -0.07915223389863968, -0.00042243293137289584, 0.04343979433178902, 0.03611094877123833, 0.036633286625146866, -0.0910704955458641, 0.02332257106900215, -0.05083676055073738, 0.014645307324826717, 0.020247075706720352, 0.0035706760827451944, -0.00788978673517704, -0.027814004570245743, -0.031548552215099335, -0.0087082264944911, 0.036482956260442734, 0.02876048907637596, 0.005768578499555588, 0.011635098606348038, 0.0013977190246805549, -0.0404018796980381, -0.004397647920995951, 0.0021832133643329144, 0.05115179717540741, 0.006530723534524441, -0.0737311989068985, -0.004995393566787243, -0.030018599703907967, 0.08619403839111328, -0.03516802191734314, -0.04448286443948746, 0.00796891376376152, 0.038126204162836075, 0.0009901383891701698, -0.0242204237729311, 0.009077007882297039, -0.04049939289689064, -0.04407770559191704, -0.02584059163928032, -0.011637596413493156, -0.04715130478143692, -0.022179996594786644, -0.05114460363984108, 0.012877622619271278, -0.0328458808362484, -0.09451167285442352, -0.0022437020670622587, 0.06256745010614395, 0.040778569877147675, -0.009658812545239925, 0.028742143884301186, 0.012194765731692314, -0.12091834843158722, -0.00467888917773962, -0.01881367899477482, 0.007599042262881994, -0.020611388608813286, 0.03563250973820686, 0.0367158018052578, -0.022748170420527458, -0.05138492211699486, 0.005902560893446207, 0.038755714893341064, 0.02529873512685299, -0.01938861794769764, 0.03111397661268711, -0.019246172159910202, -0.03440746292471886, 0.021128039807081223, 0.06604909151792526, -0.0010581674287095666, -0.018741972744464874, -0.030156375840306282, 0.03451131284236908, -0.0035646886099129915, 0.027958065271377563, -0.002658694516867399, 0.012573104351758957, -0.00007262427970999852, 0.010443705134093761, -0.06287853419780731, 0.02407720498740673, 0.0023507962469011545, -0.010449756868183613, -0.026427799835801125, -0.039853356778621674, -0.004751498810946941, 0.03727719560265541, 0.011758995242416859, -0.015138492919504642, -0.032054416835308075, -0.00342765380628407, -0.06909464299678802, -0.061209145933389664, -0.029758824035525322, 0.006383734289556742, 0.049604058265686035, -0.02313762903213501, -0.018364282324910164, -0.044955022633075714, 0.015320724807679653, 0.005570886190980673, -0.010767480358481407, -0.05515606701374054, -0.022655801847577095, -0.012781331315636635, -0.008381023071706295, 0.011789151467382908, 0.014417527243494987, -0.0001759449951350689, 0.03055722266435623, 0.016620947048068047, -0.04342033341526985, 0.01556253433227539, -0.0014847092097625136, -0.039775438606739044, -0.014164368622004986, -0.009350975975394249, -0.01292888168245554, 0.008146022446453571, 0.024146094918251038, 0.016520464792847633, -0.0034654363989830017, 0.05863839387893677, 0.02324909344315529, 0.03743347153067589, 0.016351528465747833, 0.044996101409196854, 0.010794894769787788, 0.011990416795015335, -0.07151510566473007, 0.012374875135719776, -0.035823553800582886, -0.027493156492710114, -0.03166399523615837, 0.027375392615795135, -0.003814541734755039, -0.02358074299991131, -0.04273539409041405, 0.011420474387705326, -0.06190056726336479, -0.0330963134765625, -0.02537127025425434, 0.01626102812588215, 0.0752529725432396, -0.042219530791044235, 0.027263257652521133, -0.013769350945949554, -0.01826987974345684, 0.031989146023988724, 0.02750048227608204, -0.04293772578239441, 0.029509184882044792, 0.0023864242248237133, 0.02294035628437996, -0.011402489617466927, 0.0026650915388017893, 0.056482236832380295, 0.016118844971060753, 0.006547448690980673, -0.025944119319319725, -0.0006599340122193098, 0.01005431916564703, 0.059187594801187515, 0.01864604651927948, -0.0001244971645064652, 0.018296819180250168, -0.02311873994767666, -0.024583855643868446, -0.024074066430330276, -0.004157762508839369, 0.011844865046441555, 0.015119360759854317, -0.03777776658535004, -0.05725817382335663, 0.0853462815284729, 0.005300934426486492, 0.007486287038773298, 0.0053253681398928165, 0.003289305604994297, 0.016051728278398514, -0.02367432974278927, 0.050217483192682266, 0.037730831652879715, -0.06346329301595688, 0.01368002314120531, -0.004544314928352833, 0.013978423550724983, 0.020081812515854836, 0.012280253693461418, -0.03908994421362877, -0.04124097898602486, -0.034748390316963196, 0.0004486240795813501, -0.05752405524253845, -0.016142992302775383, -0.02224089577794075, 0.027311814948916435, 0.012779086828231812, -0.011417634785175323, -0.014038764871656895, -0.01804577186703682, 0.0044264947064220905, -0.040839605033397675, 0.015658218413591385, -0.02916286326944828, -0.00883159227669239, 0.014595839194953442, -0.05147954821586609, 0.00024778800434432924, -0.02416430599987507, -0.007979621179401875, 0.015058592893183231, -0.0511939562857151, -0.013351516798138618, -0.02792709693312645, 0.031124934554100037, -0.008569116704165936, 0.048094190657138824, -0.009621878154575825, -0.022345775738358498, -0.03282038867473602, -0.0033232562709599733, -0.04099426046013832, 0.024768415838479996, -0.013669335283339024, -0.01874713972210884, 0.00001627309939067345, 0.06665341556072235, 0.009944906458258629, 0.031610339879989624, -0.00595904141664505, 0.004240695387125015, 0.05173775926232338, -0.07416177541017532, -0.03124372847378254, -0.04822696000337601, -0.06193607673048973, -0.009631616994738579, 0.0019737700931727886, 0.028675846755504608, 0.00943807978183031, 0.017897391691803932, 0.039629291743040085, 0.03920496255159378, 0.046847593039274216, 0.013623028062283993, 0.05365690588951111, -0.025556234642863274, 0.0039126696065068245, -0.06844453513622284, 0.022233061492443085, 0.0272369384765625, 0.0186910480260849, -0.012986074201762676, -0.008005419746041298, -0.03633149713277817, 0.07511758804321289, -0.06166179105639458, -0.026548707857728004, 0.026638682931661606, 0.009850955568253994, -0.02398398332297802, -0.007440442219376564, -0.06150001287460327, 0.007348446641117334, 0.01384029258042574, -0.03699517622590065, -0.045368559658527374, -0.009356803260743618, 0.02887214533984661, 0.01864606887102127, 0.01829853095114231, -0.04496278613805771, 0.0006246872362680733, 0.06886053085327148, -0.003484162734821439, -0.004919279366731644, 0.04227112978696823, -0.003962812479585409, 0.053160302340984344, 0.022491198033094406, 0.0008927924791350961, 0.0027012808714061975, -0.0018976411083713174, -0.012830235064029694, -0.07205735892057419, 0.03310180827975273, -0.00008628466457594186, -0.01650428958237171, -0.05579898878931999, 0.0707559883594513, 0.049082789570093155, -0.021758517250418663, -0.055653057992458344, 0.008334817364811897, -0.0461428165435791, -0.00580479996278882, 0.0014325324445962906, -0.00502384826540947, -0.022556189447641373, 0.05043162778019905, 0.007209031376987696, 0.011022631078958511, 0.06500495225191116, -0.006316176149994135, -0.04665583744645119, -0.012741119600832462, 0.0885237455368042, 0.07834800332784653, 0.0543556734919548, 0.011623814702033997, 0.06924844533205032, -0.027331743389368057, -0.03614690527319908, 0.027660690248012543, -0.00568260857835412, -0.016440579667687416, -0.031010352075099945, 0.016389532014727592, 0.05123382806777954, -0.0030690848361700773, 0.07892347872257233, -0.03388997167348862, -0.011425070464611053, 0.007335444912314415, 0.01768881268799305, 0.025743262842297554, 0.06192633509635925, 0.004100963473320007, 0.03247680887579918, -0.014580026268959045, -0.024850282818078995, 0.0076467664912343025, -0.025497060269117355, -0.019144026562571526, 0.01146471593528986, -0.0037749153561890125, 0.010065680369734764, 0.0025807477068156004, 0.037923552095890045, 0.10911992192268372, -0.04017989709973335, 0.013374144211411476, -0.008718782104551792, -0.003740623826161027, -0.00537834269925952, 0.009523139335215092, 0.008149382658302784, -0.04715340957045555, -0.012366505339741707, -0.019381415098905563, -0.04172458127140999, -0.020160580053925514, -0.04146968200802803, 0.04933158680796623, -0.009818566963076591, -0.024186614900827408, 0.02068035863339901, 0.002747812308371067, -0.03857190161943436, -0.05242806673049927, -0.044920358806848526, 0.005196652840822935, -0.06801310926675797, -0.01947188936173916, 0.027710789814591408, 0.007705547846853733, -0.02774454839527607, -0.01888960599899292, -0.010584958828985691, -0.03509154170751572, 0.049667615443468094, -0.05177958309650421, -0.022738141939044, 0.017163867130875587, 0.02299591712653637, 0.027849117293953896, 0.0401158332824707, 0.04952021688222885, -0.016068492084741592, 0.0055529396049678326, -0.03470941632986069, 0.01464239414781332, 0.025093289092183113, 0.030611148104071617, 0.01838960126042366, -0.08674375712871552, 0.0024364155251532793, 0.03126506507396698, -0.019669337198138237, -0.07425980269908905, 0.033955641090869904, 0.0033419616520404816, 0.004634317010641098, 0.033107299357652664, -0.02508924901485443, 0.01994432508945465, -0.02621779404580593, -0.009593072347342968, 0.0052157677710056305, 0.02329176664352417, 0.026896335184574127, -0.014264297671616077, 0.08033516258001328, 0.042394544929265976, -0.019254619255661964, -0.04044729471206665, -0.006953271571546793, 0.004771993961185217, 0.01850111037492752, -0.0029438978526741266, -0.007101391442120075, -0.038435135036706924, -0.07004513591527939, -0.020154431462287903, 0.03271859139204025, -0.01835782267153263, -0.036124203354120255, 0.010962750762701035, 0.030235014855861664, -0.0481981486082077, 0.04164344072341919, -0.053850650787353516, 0.017598792910575867, -0.014742560684680939, -0.025069719180464745, -0.019687684252858162, 0.018761377781629562, -0.014816139824688435, -0.00805496796965599, 0.026478717103600502, -0.04641232267022133, -0.013745727017521858, 0.0007293339003808796, 0.022438909858465195, 0.0001284270838368684, 0.01538128312677145, 0.0011473887134343386 ]
[ -0.0906677395105362, 0.0020002848468720913, -0.012714913114905357, -0.07569241523742676, 0.023580286651849747, -0.02027103118598461, -0.008866511285305023, 0.009506267495453358, -0.025372087955474854, -0.0359746478497982, -0.03738882765173912, -0.005514702294021845, -0.002314967103302479, -0.021596232429146767, 0.05685650557279587, 0.009696572087705135, -0.00043536091106943786, -0.03656702861189842, 0.05232629179954529, 0.02098069153726101, 0.0274719949811697, -0.009682497940957546, -0.05934157595038414, -0.04144953936338425, 0.0027508134953677654, 0.031713008880615234, 0.05282431095838547, -0.04248227924108505, 0.015704670920968056, -0.19795094430446625, -0.02281365543603897, 0.03594285994768143, 0.017972519621253014, -0.03929750248789787, -0.03409551456570625, 0.05024337023496628, 0.011799241416156292, 0.024046365171670914, -0.0011550799245014787, 0.00959522183984518, -0.0166143961250782, 0.033444568514823914, -0.00929535087198019, -0.009995287284255028, 0.03369133546948433, -0.02770841307938099, -0.015817489475011826, -0.02448163367807865, -0.05376889184117317, -0.008333447389304638, -0.04055296629667282, -0.015084497630596161, -0.006279510911554098, 0.001867981511168182, 0.0011007528519257903, 0.03380396217107773, -0.006162665784358978, 0.06786009669303894, -0.00488918786868453, -0.008021781221032143, 0.039789170026779175, 0.013923552818596363, -0.1270749717950821, 0.13204632699489594, 0.03725700452923775, 0.05686543509364128, -0.03545970097184181, -0.030500533059239388, -0.04411308467388153, 0.08672641217708588, 0.014877470210194588, -0.016115371137857437, -0.05514521524310112, 0.04005543887615204, 0.037568215280771255, 0.012579260393977165, 0.01266582403331995, -0.0005958995898254216, 0.03659017011523247, -0.03921044245362282, 0.005622946657240391, -0.013486797921359539, -0.020749038085341454, -0.013711977750062943, -0.05316219851374626, 0.005994447972625494, 0.026534469798207283, 0.013694090768694878, 0.016486233100295067, 0.037085313349962234, 0.011746532283723354, -0.009441721253097057, 0.030349966138601303, -0.025146720930933952, -0.08825574070215225, 0.00539547111839056, -0.015617523342370987, 0.013398909009993076, -0.03289436921477318, 0.406060129404068, -0.03314701095223427, -0.03142428398132324, 0.05123337730765343, 0.014949443750083447, -0.02477085031569004, 0.03806179016828537, 0.024604039266705513, -0.029838258400559425, 0.032725945115089417, -0.013481699861586094, 0.007126248441636562, 0.011560464277863503, 0.015237180516123772, -0.042092327028512955, 0.011135141365230083, -0.020660968497395515, -0.0006733821355737746, 0.010156196542084217, 0.010049610398709774, -0.026271963492035866, -0.03553590923547745, 0.01671360805630684, 0.02188985049724579, 0.01786963827908039, 0.0038963633123785257, -0.015651291236281395, 0.016171714290976524, 0.04354226961731911, 0.03569796681404114, 0.029676180332899094, 0.05144675821065903, -0.05008498951792717, -0.05065670982003212, -0.0172483641654253, 0.0453733392059803, 0.005948951467871666, 0.02391006238758564, 0.004585267510265112, -0.007748009636998177, 0.029005231335759163, -0.02212090790271759, 0.03147977963089943, 0.06210189312696457, -0.009914939291775227, -0.01935693435370922, 0.12296819686889648, 0.002468214137479663, -0.04169462248682976, -0.032612647861242294, -0.010194789618253708, 0.002452559070661664, 0.04638298228383064, -0.011970956809818745, -0.0433756485581398, 0.014853897504508495, 0.051674775779247284, 0.0832803025841713, -0.021379750221967697, -0.1016402393579483, -0.02846415713429451, -0.010533025488257408, -0.010783788748085499, -0.03249822184443474, 0.08276642113924026, 0.030743557959794998, -0.1239079087972641, -0.025636380538344383, 0.01626676879823208, 0.02347818948328495, -0.06281495094299316, -0.006129389628767967, -0.009632772766053677, -0.02088731713593006, 0.0021963079925626516, 0.027614055201411247, -0.019921867176890373, -0.06318862736225128, 0.003885914571583271, 0.03951246663928032, -0.00508138770237565, 0.028409985825419426, 0.0053329248912632465, -0.011567230336368084, -0.00955876987427473, -0.039611347019672394, -0.08715832978487015, -0.054893363267183304, -0.0014566590543836355, -0.007494131103157997, -0.04352794587612152, -0.022569719702005386, -0.03719296306371689, -0.07942397892475128, 0.10576871037483215, -0.016804823651909828, 0.005191104486584663, 0.026767218485474586, -0.013309095986187458, -0.02704855054616928, -0.024343814700841904, -0.020658420398831367, 0.025176413357257843, -0.0655684620141983, 0.006581886205822229, -0.06782323122024536, 0.03472854942083359, 0.031356681138277054, -0.05111321061849594, 0.028399765491485596, 0.04639963433146477, -0.06749547272920609, 0.010328718461096287, 0.0018858449766412377, 0.027245409786701202, -0.00007743964670225978, 0.014624534174799919, 0.03166024386882782, 0.04653356224298477, -0.03439710661768913, 0.03197142854332924, 0.010991954244673252, 0.019262179732322693, -0.01192993950098753, -0.3631131649017334, -0.03413709998130798, -0.0753774344921112, -0.00023855132167227566, 0.018749050796031952, -0.06407997012138367, 0.022285733371973038, 0.011525047942996025, -0.01090406533330679, 0.009187757037580013, 0.052538711577653885, -0.01614190824329853, -0.025738952681422234, -0.05515705421566963, -0.014693932607769966, 0.004845155403017998, 0.0012046953197568655, -0.06019657105207443, -0.08029405027627945, -0.01157766580581665, -0.004947097040712833, 0.019018378108739853, 0.0036445281002670527, -0.06106536090373993, 0.005589838605374098, -0.024107882753014565, 0.07635502517223358, -0.04421805962920189, 0.11058390140533447, -0.02597784250974655, 0.04447195306420326, 0.01586533524096012, 0.03093763254582882, -0.07664615660905838, -0.018772967159748077, -0.02087310329079628, 0.01763027161359787, -0.012445777654647827, 0.044560544192790985, -0.033901065587997437, -0.03290065377950668, 0.01877504028379917, -0.05151427909731865, -0.053958602249622345, -0.048669829964637756, -0.004551455844193697, -0.005892830900847912, -0.031170587986707687, -0.023418718948960304, 0.09632503241300583, 0.003849185071885586, 0.008421431295573711, 0.014376725070178509, 0.030266109853982925, -0.029815467074513435, -0.004595056641846895, -0.05278052017092705, 0.0001524109538877383, 0.008598577231168747, 0.020597238093614578, 0.006046890746802092, 0.03697461262345314, 0.04001222923398018, -0.06858421117067337, -0.012940490618348122, 0.002611123723909259, 0.0020777194295078516, -0.012067697010934353, 0.046429045498371124, -0.04096469655632973, -0.01742617040872574, 0.08780127018690109, -0.0005516530945897102, -0.020371897146105766, 0.033158522099256516, 0.005088783800601959, -0.018637793138623238, 0.06806469708681107, 0.020596137270331383, -0.0002981306752189994, 0.03123735636472702, -0.036208562552928925, 0.07373686134815216, -0.038308776915073395, 0.012086606584489346, 0.023854829370975494, -0.01981811225414276, -0.0541568398475647, 0.013981848023831844, -0.0020059191156178713, -0.012390142306685448, -0.0014728456735610962, -0.03766907379031181, -0.058213185518980026, 0.07268118113279343, -0.016533592715859413, -0.2256547212600708, 0.012705432251095772, 0.09343705326318741, 0.07307499647140503, -0.010378782637417316, 0.04980941861867905, 0.07289443165063858, -0.05726724490523338, 0.023094408214092255, -0.010404553264379501, -0.019166547805070877, 0.047991856932640076, -0.006182336714118719, 0.032285962253808975, 0.03733193874359131, -0.005330375861376524, 0.08438783138990402, -0.00039487602771259844, 0.019422966986894608, -0.07627520710229874, 0.024292204529047012, 0.0027384054847061634, 0.18858444690704346, -0.026996534317731857, 0.0506318137049675, 0.02643537148833275, 0.01538972556591034, 0.017869584262371063, 0.02369154430925846, 0.043531764298677444, -0.003481576917693019, -0.011568643152713776, 0.07150795310735703, -0.007011917419731617, 0.016000688076019287, -0.06821160763502121, -0.008295604959130287, 0.04752808436751366, 0.04006929695606232, 0.01241800095885992, 0.04861217737197876, 0.009057334624230862, 0.003100195899605751, 0.06872468441724777, 0.041020143777132034, 0.032089706510305405, 0.002545421477407217, -0.012150350958108902, -0.021340658888220787, -0.0029002900701016188, -0.03819531202316284, -0.047842543572187424, 0.02731514535844326, -0.04710773378610611, 0.018846167251467705, 0.029896968975663185, 0.035474974662065506, -0.027045249938964844, -0.03648807108402252, 0.019704610109329224, 0.028363358229398727, -0.01620694063603878, 0.11039899289608002, 0.046305667608976364, 0.055698368698358536 ]
[ -0.003976198844611645, -0.01185767725110054, 0.010046103037893772, -0.01273303385823965, -0.019828742370009422, -0.02438366785645485, 0.004822629038244486, 0.03540608659386635, -0.0027214698493480682, -0.013776857405900955, -0.03147794306278229, 0.041941095143556595, 0.024216005578637123, -0.01925455778837204, 0.02006523869931698, -0.009408125653862953, 0.05441203713417053, -0.013346844352781773, 0.013842761516571045, 0.0017999258125200868, -0.000363953789928928, 0.038549989461898804, -0.03024221397936344, -0.018850181251764297, -0.03621112182736397, 0.03289136290550232, 0.014158769510686398, -0.02445019967854023, 0.039443064481019974, -0.1334342360496521, -0.03437912464141846, -0.01851831190288067, 0.011696008034050465, 0.009804864414036274, -0.0010107771959155798, 0.015008324757218361, -0.0038212379440665245, 0.012641540728509426, 0.0031021754257380962, -0.024560315534472466, 0.024401715025305748, -0.02543666958808899, 0.04861459881067276, 0.02747231535613537, -0.0015971568645909429, 0.002120697172358632, -0.0283831637352705, -0.015041987411677837, 0.011730744503438473, -0.04397319629788399, 0.000709668907802552, 0.000586299691349268, 0.017331721261143684, 0.008051693439483643, -0.004365643952041864, 0.013072858564555645, -0.000536660198122263, 0.011734549887478352, -0.011933868750929832, -0.004408939275890589, -0.021914878860116005, 0.038228001445531845, -0.047251004725694656, -0.017481448128819466, 0.002545085037127137, -0.00967521220445633, -0.01351515669375658, 0.013155568391084671, -0.023122811689972878, 0.014306901954114437, -0.012657757848501205, 0.0318402536213398, -0.013362490572035313, -0.00043419457506388426, 0.03915777802467346, 0.019130684435367584, 0.023989137262105942, -0.0026551412884145975, 0.026491055265069008, -0.06852144747972488, -0.037939753383398056, 0.039768293499946594, -0.0022128422278910875, 0.025272969156503677, -0.022998368367552757, -0.014044566079974174, 0.007461979053914547, -0.022665856406092644, 0.032833848148584366, 0.001603232347406447, -0.026229362934827805, 0.0010691480711102486, 0.009922301396727562, 0.0276145301759243, -0.11192742735147476, -0.005946499761193991, 0.02005576714873314, -0.016971400007605553, -0.017490336671471596, 0.8403288722038269, -0.009281051345169544, 0.024019755423069, 0.017725134268403053, 0.021230708807706833, 0.009521995671093464, -0.029830139130353928, -0.000453089305665344, -0.008687399327754974, 0.012203149497509003, -0.008373900316655636, -0.007943814620375633, 0.010354222729802132, 0.03121197782456875, 0.025890760123729706, 0.02662872150540352, -0.04817413538694382, 0.0027159862220287323, -0.01861581765115261, 0.0016725043533369899, -0.02436627820134163, -0.02951696887612343, -0.03403192386031151, -0.005563569255173206, -0.008877732791006565, 0.020588621497154236, -0.20055663585662842, 0.0015285395784303546, -8.590174026499446e-33, 0.014146238565444946, -0.03039764054119587, 0.031122755259275436, 0.022623537108302116, 0.023331889882683754, -0.01911606639623642, 0.035356733947992325, 0.0011129154590889812, -0.01805756241083145, 0.009387076832354069, -0.007456176448613405, -0.0050083938986063, 0.0040502287447452545, -0.01723276823759079, 0.04870014265179634, 0.004691045731306076, -0.009579332545399666, 0.023969918489456177, -0.00028802562155760825, 0.0011957436800003052, 0.00997746642678976, 0.03782755509018898, -0.0018782535335049033, -0.0018519703298807144, 0.024440612643957138, -0.008813679218292236, -0.01148088276386261, 0.014497951604425907, 0.028106294572353363, -0.02630513720214367, -0.02099117450416088, 0.02847949042916298, -0.009060557931661606, -0.004932879004627466, 0.0017123292200267315, -0.02550164796411991, -0.003320181742310524, -0.010757774114608765, -0.021037017926573753, -0.03669486939907074, -0.038510747253894806, -0.03519821912050247, -0.05007121339440346, -0.005201163236051798, -0.05149974673986435, -0.01639234460890293, 0.014560720883309841, 0.04409712553024292, 0.015179467387497425, -0.01844400353729725, 0.03610892593860626, 0.021841708570718765, 0.0016683010617271066, -0.012153033167123795, -0.03206688538193703, 0.008237561210989952, -0.02463899552822113, 0.0035785934887826443, 0.03927154466509819, 0.05866248905658722, -0.012865164317190647, 0.0010167054133489728, -0.015097379684448242, 0.015645476058125496, -0.011484320275485516, -0.02910269983112812, 0.034050103276968, -0.010328983888030052, 0.004181635566055775, -0.022279640659689903, -0.030431434512138367, -0.021103451028466225, -0.014832993037998676, -0.013436664827167988, -0.004291777964681387, -0.019277481362223625, 0.029235683381557465, 0.0021826422307640314, -0.018261661753058434, 0.043698154389858246, 0.013253792189061642, -0.005001119803637266, -0.023606980219483376, -0.02365623600780964, 0.0009802489075809717, 0.009797408245503902, 0.025852562859654427, -0.01384227816015482, -0.005734228063374758, 0.0001835749571910128, 0.008801628835499287, -0.02551421895623207, 0.008350546471774578, -0.01207670196890831, -0.01391554344445467, 8.737426734459016e-33, 0.0036936146207153797, -0.03942547366023064, -0.028133641928434372, -0.011838037520647049, 0.02950173057615757, -0.03958853706717491, 0.027742166072130203, 0.02642923966050148, -0.051236558705568314, 0.009209426119923592, -0.03073730319738388, 0.01676183007657528, -0.024819737300276756, 0.028816841542720795, 0.02395547181367874, -0.035472750663757324, 0.011218314059078693, -0.06025318428874016, 0.023745771497488022, 0.03717460483312607, 0.028547069057822227, 0.0008184447069652379, -0.017997706308960915, 0.018369747325778008, -0.0011417161440476775, 0.07076890021562576, -0.02487041987478733, 0.049208663403987885, -0.0393931120634079, 0.012251443229615688, -0.007923522964119911, 0.010025029070675373, 0.019451411440968513, -0.021924225613474846, -0.05459180101752281, 0.003354053944349289, 0.004043926950544119, -0.026817498728632927, 0.001524170394986868, -0.027016570791602135, 0.0007033844012767076, -0.007429817225784063, -0.0006250051665119827, -0.004427711945027113, 0.03611833229660988, 0.0005082244169898331, -0.006970987189561129, 0.00021657934121321887, 0.009014125913381577, 0.045151542872190475, -0.007842553779482841, -0.014994625933468342, 0.041730254888534546, 0.02202155999839306, 0.00303635373711586, -0.031492650508880615, -0.02378000132739544, 0.007018675561994314, 0.03292260691523552, 0.007023647427558899, -0.018223915249109268, 0.0195444468408823, -0.01078970730304718, 0.008973016403615475, -0.03098636120557785, 0.0014970358461141586, 0.011320569552481174, -0.024959051981568336, 0.029458461329340935, -0.021860577166080475, -0.06446278840303421, 0.026758983731269836, 0.001955989748239517, 0.04089897871017456, 0.030859436839818954, -0.04707175865769386, 0.0011856280034407973, 0.009276381693780422, 0.0002633203112054616, 0.047425754368305206, 0.0024537863209843636, 0.012469128705561161, 0.011316733434796333, 0.0031765662133693695, -0.02474788948893547, 0.01923130266368389, -0.018705353140830994, 0.02007392793893814, -0.0011806315742433071, 0.004188510123640299, -0.015423119999468327, -0.0067076412960886955, 0.006253744475543499, 0.014725596643984318, -0.022844353690743446, -1.3770212525798797e-8, -0.014464476145803928, 0.029338445514440536, 0.012468279339373112, -0.027943728491663933, 0.010634063743054867, 0.01666264235973358, -0.002411767141893506, -0.005245813634246588, -0.003111081663519144, 0.007727774325758219, 0.03221925348043442, -0.038930315524339676, -0.014915275387465954, 0.019547566771507263, -0.006975052412599325, -0.029401186853647232, 0.02028661221265793, -0.019031696021556854, 0.01790851168334484, -0.021485118195414543, 0.027483757585287094, 0.06652523577213287, 0.016919119283556938, 0.014258547686040401, 0.07622751593589783, 0.010310015641152859, 0.0017064104322344065, -0.1090296134352684, -0.011879106983542442, 0.009506000205874443, -0.020275356248021126, -0.027227036654949188, 0.0012216251343488693, 0.026457594707608223, 0.013539415784180164, -0.021578891202807426, 0.028839243575930595, 0.016133982688188553, 0.03322970122098923, 0.00590556301176548, 0.02278493344783783, 0.04671752080321312, 0.004479863680899143, -0.024111872538924217, 0.0013233774807304144, 0.02512958273291588, -0.002858648309484124, 0.028888685628771782, 0.0362703874707222, -0.01684284768998623, -0.010919560678303242, -0.011700335890054703, 0.002603200264275074, 0.010472254827618599, 0.016720734536647797, -0.024189110845327377, -0.010825193487107754, -0.028749682009220123, -0.016312384977936745, 0.009002329781651497, -0.01050341036170721, 0.03222177177667618, -0.020971480756998062, -0.01993521675467491 ]
ddd-bounded-contexts
https://markhneedham.com/blog/2009/03/07/ddd-bounded-contexts
false
2009-03-31 23:15:28
Pair Programming: Slowly but surely
[ "pair-programming" ]
[ "Pair Programming" ]
I recently watched a http://devlicio.us/blogs/sergio_pereira/archive/2009/02/14/video-xp-after-10-years-why-are-we-still-talking-about-it.aspx[video recorded by Uncle Bob at the Chicago Alt.NET meeting] where amongst other things he talked about the importance of *going slowly but surely when we're developing code* i.e. spending the time to get it right first time instead of rushing through and having to go back and fix our mistakes. While pairing with a colleague recently it became clear to me that pair programming, when done well, drives you towards a state where you are being much more careful about the work being produced. Two particular parts of our pairing session made this stand out for me. . We were trying to work out the best way to get some data from the UI into our application. I had an idea of the best way to do this but my pair pointed out an alternative which I originally thought would might our tasks more difficult. After talking through the different approaches and trying out the alternative approach in code it actually turned out that my colleagues' approach led to a much simpler solution and we were able to get that part of our task done much more quickly than I had anticipated. . A bit later we were writing some tests for getting this data into our application using an link:[ASP.NET MVC binder]. Not not knowing exactly how to do this I decided to go for the obvious implementation and then triangulate this with the second test. It was a bit painful putting this hardcoding in to make the test pass and I was starting to wonder whether just going ahead and implementing the binding properly would have been preferable. As we got to the fifth field we needed to bind we realised that we had no way of getting an additional piece of data that we needed. Luckily we hadn't gone too far down the route we were heading so it was quite easy to go and make the changes to the UI to ensure we could get the extra bit of data that we needed. As a result of us having to stop and actually look back at what we'd just coded it became clear that we could simplify our approach further, so we did! The resulting code was much different and eventually cleaner than the original solution we were driving to. Taking our time over our code is something which is invaluable - nearly every time I take a short cut or try to do something without thinking about it properly it ends up taking longer than it would if done properly - the somewhat ironic outcome that Uncle Bob points out in the video. When we are pairing if we want to take one of these shortcuts we need to convince our pair as well as ourself and from my experience we tend to realise that what we're suggesting doesn't make sense and end up coding a better solution. That's not to say that we sometimes don't have to take the pragmatic approach and not do a bit of refactoring until later so we can get features completed. After all that is what we are being paid to do. Software development for me is a lot more about thinking through our options than coding the first thing that comes to mind and pair programming helps drive this approach to problem solving.
null
null
[ 0.0175448190420866, -0.013484169729053974, 0.0015299409860745072, 0.049994464963674545, 0.09053945541381836, 0.0005050796316936612, 0.022797485813498497, 0.021877316758036613, 0.0204977598041296, -0.05174374207854271, -0.018987281247973442, 0.013542540371418, -0.07530742883682251, 0.0007650062907487154, -0.03035164438188076, 0.07643339037895203, 0.055221643298864365, -0.025437993928790092, 0.0352548323571682, -0.008429248817265034, 0.008418521843850613, 0.08167491108179092, -0.0005229278467595577, 0.03204885497689247, 0.025018030777573586, 0.03712892904877663, -0.008211731910705566, -0.022886207327246666, -0.07700616866350174, -0.0026618444826453924, 0.04701201990246773, -0.0008693847339600325, 0.0001447060494683683, -0.00038253769162110984, 0.011857088655233383, -0.03162974491715431, -0.025247083976864815, 0.04299662634730339, 0.008604147471487522, 0.016592450439929962, -0.061806920915842056, 0.0510837696492672, -0.004840889014303684, 0.006009147968143225, -0.02719908393919468, -0.00014892793842591345, -0.034739747643470764, 0.011869239620864391, -0.009802652522921562, -0.018787115812301636, -0.06957636773586273, 0.04302850738167763, -0.010350491851568222, 0.022538231685757637, -0.02048042230308056, 0.05852453410625458, 0.025965947657823563, -0.05291803926229477, 0.012379919178783894, -0.04735879227519035, 0.011215698905289173, 0.005902762990444899, 0.018556375056505203, 0.03621222823858261, 0.03322864696383476, -0.007103092968463898, 0.0019598782528191805, 0.05297289416193962, -0.025565974414348602, 0.0013108034618198872, 0.00023377589241135865, 0.01256150659173727, -0.013025516644120216, -0.013853918761014938, 0.02095656655728817, -0.03059987910091877, -0.002407464664429426, 0.058535899966955185, 0.011300994083285332, 0.041183989495038986, -0.01693771220743656, 0.028814485296607018, 0.005481986794620752, 0.011447560973465443, -0.0015612458810210228, -0.037260837852954865, -0.00743726035580039, 0.011546830646693707, -0.06351251155138016, 0.05179410055279732, 0.02797929011285305, -0.057405855506658554, 0.024391580373048782, 0.043801695108413696, 0.003541608341038227, 0.011368810199201107, 0.014831474982202053, -0.002673262497410178, -0.0030309187714010477, 0.0024982665199786425, -0.010160010308027267, -0.010536756366491318, 0.03873094171285629, -0.011967703700065613, -0.08513756841421127, -0.005177634302526712, -0.038136281073093414, -0.0060442122630774975, -0.0010930479038506746, 0.009651047177612782, -0.03795476630330086, 0.010336630046367645, -0.027480831369757652, 0.005374854896217585, -0.06564044952392578, 0.07309306412935257, 0.009134728461503983, -0.041732948273420334, -0.017674380913376808, 0.0029532399494200945, 0.03784462809562683, 0.03318173065781593, -0.010255694389343262, 0.08580691367387772, 0.006551563274115324, 0.04335835203528404, -0.02045571431517601, 0.052962347865104675, -0.009723960421979427, -0.05613904446363449, -0.016573647037148476, 0.04732613265514374, -0.028990885242819786, -0.018095599487423897, 0.011917290277779102, -0.0145894018933177, 0.0113643454387784, 0.006981040816754103, 0.019051462411880493, 0.034590136259794235, -0.027384767308831215, -0.027537841349840164, 0.03020819090306759, 0.024417167529463768, 0.023904483765363693, 0.034119926393032074, -0.0060156178660690784, -0.015936555340886116, -0.03849637880921364, 0.028008179739117622, 0.00734288664534688, 0.014426697045564651, 0.01841520518064499, -0.04494902864098549, 0.01745617762207985, 0.10216318070888519, 0.002845913404598832, -0.0027662012726068497, -0.006804322358220816, 0.019725611433386803, 0.03209220990538597, 0.008481473661959171, -0.0037453668192029, 0.03990303352475166, 0.002275214297696948, -0.00247388263233006, -0.009927304461598396, 0.023630209267139435, -0.0038927136920392513, 0.02834065817296505, -0.06402935087680817, -0.020857013761997223, 0.039381228387355804, -0.04921777918934822, -0.04836432263255119, 0.06464539468288422, 0.07212445139884949, 0.014249253086745739, 0.03298065438866615, -0.0073403785936534405, -0.0774126946926117, 0.014826096594333649, 0.027341101318597794, 0.0017426323611289263, 0.009291008114814758, 0.0034929830580949783, 0.07362600415945053, 0.01981326937675476, -0.0016611831961199641, 0.029607806354761124, -0.07396571338176727, -0.07362481951713562, -0.04077382758259773, -0.044616952538490295, 0.0648714154958725, -0.020290328189730644, 0.006360486149787903, 0.08336223661899567, 0.017860643565654755, 0.05718449875712395, 0.041336677968502045, -0.0027271064464002848, 0.028929362073540688, -0.031099550426006317, -0.03103625774383545, 0.04745960980653763, 0.04485813155770302, -0.006719284225255251, -0.05834519863128662, 0.0011785090900957584, -0.02682320401072502, -0.027517056092619896, 0.042296845465898514, -0.013195747509598732, 0.04907149448990822, 0.019010543823242188, 0.04392341524362564, -0.030999891459941864, 0.04739069193601608, -0.053120821714401245, 0.023969357833266258, -0.019112030044198036, -0.015696438029408455, 0.0070489924401044846, -0.004401055630296469, 0.111060731112957, 0.07096464931964874, -0.0572318509221077, -0.03126568719744682, 0.008277839049696922, 0.012122469022870064, -0.0533224493265152, 0.008318970911204815, -0.027392171323299408, 0.02258007973432541, -0.014930161647498608, -0.06873808056116104, -0.04154876992106438, 0.009338125586509705, -0.03702537715435028, 0.039850156754255295, 0.05711084604263306, -0.027999218553304672, 0.058858487755060196, -0.0046968297101557255, -0.014796687290072441, -0.0025498259346932173, -0.009514779783785343, -0.04536321386694908, 0.015833420678973198, 0.017519323155283928, -0.01679900288581848, 0.04419096186757088, -0.0011842594249173999, -0.017718801274895668, -0.04245076701045036, -0.02561999298632145, -0.012631170451641083, 0.00874935369938612, 0.0778794139623642, 0.019339710474014282, 0.05060942843556404, -0.0021401660051196814, 0.02362765558063984, 0.0010647785384207964, -0.059049077332019806, -0.027390558272600174, -0.01738094910979271, 0.008207548409700394, 0.05007883533835411, -0.0001973300677491352, 0.015844229608774185, 0.02795756608247757, -0.005334463901817799, -0.015223261900246143, -0.03136087581515312, 0.04703256115317345, -0.007597647607326508, -0.030030881986021996, -0.018752792850136757, -0.02923276461660862, 0.03520463407039642, -0.05000939220190048, -0.044675324112176895, 0.014575687237083912, -0.06873176991939545, 0.04651334509253502, -0.07779710739850998, -0.06575822085142136, -0.003512173891067505, 0.02635696344077587, 0.03577306121587753, -0.01797279343008995, 0.028912631794810295, 0.08135143667459488, -0.006726623047143221, 0.01659049652516842, -0.009569978341460228, 0.01565721072256565, 0.026120610535144806, 0.021077891811728477, -0.005886154714971781, 0.02968931570649147, -0.007371290121227503, -0.0012396946549415588, -0.06761548668146133, 0.05746857076883316, -0.038602422922849655, -0.2923644483089447, 0.046968165785074234, 0.019544724375009537, -0.049126844853162766, 0.029388684779405594, -0.028340518474578857, 0.03364710882306099, -0.057400643825531006, -0.017890475690364838, 0.01644778996706009, -0.04501144587993622, -0.027521703392267227, -0.03207459673285484, 0.04511306434869766, -0.0020513595081865788, 0.031899672001600266, 0.03225472569465637, -0.02842549793422222, 0.018246768042445183, 0.04937272146344185, -0.005390444304794073, -0.08391733467578888, 0.0047179535031318665, 0.0367143340408802, 0.030325228348374367, 0.05441872775554657, -0.09488163143396378, 0.04192623496055603, -0.028171656653285027, -0.00846979208290577, 0.01809265837073326, 0.010401347652077675, 0.012209207750856876, -0.02566094510257244, -0.026368502527475357, -0.026543904095888138, 0.03976103290915489, 0.018371881917119026, -0.013033390045166016, 0.004110582172870636, -0.006294346414506435, -0.028203420341014862, -0.01172813680022955, 0.011676204390823841, 0.06531932204961777, -0.005422554910182953, -0.0674123540520668, -0.014426060952246189, -0.013820377178490162, 0.06482844799757004, -0.026040969416499138, -0.03332696482539177, -0.0012459458084776998, 0.04044162109494209, 0.000027332203899277374, -0.0365094356238842, 0.020519385114312172, 0.0026097791269421577, -0.045415669679641724, -0.03805804252624512, -0.009883190505206585, -0.04664803668856621, -0.0031679717358201742, -0.04962552711367607, 0.03071392886340618, -0.06645112484693527, -0.04120796173810959, -0.028910933062434196, 0.07566678524017334, 0.03513588383793831, -0.02117755264043808, 0.033917494118213654, 0.02957390621304512, -0.10076352953910828, 0.011147170327603817, -0.0067787179723382, -0.014591275714337826, -0.02453587017953396, 0.0019389443332329392, 0.04505675286054611, -0.037320684641599655, -0.048433300107717514, 0.026957714930176735, 0.010728568769991398, 0.017526619136333466, -0.011219829320907593, 0.03895887732505798, 0.01396575290709734, -0.024980155751109123, 0.01914943940937519, 0.08184594660997391, 0.002331285271793604, -0.02412021905183792, -0.020229611545801163, 0.018845120444893837, 0.0029968658927828074, 0.024082710966467857, -0.015510985627770424, 0.003247888060286641, 0.018142007291316986, 0.013959122821688652, -0.0483972504734993, 0.05035841837525368, -0.02979166992008686, 0.0019059368642047048, -0.018542570993304253, -0.058532461524009705, 0.017354018986225128, 0.041035667061805725, 0.04111525043845177, -0.017957055941224098, -0.028591809794306755, -0.018615251407027245, -0.05767493695020676, -0.03314512223005295, -0.009791518561542034, 0.0004846731317229569, 0.02248404733836651, -0.029711605980992317, -0.023607419803738594, -0.05035874992609024, 0.0028678427916020155, 0.02320888452231884, 0.016076046973466873, -0.06844597309827805, -0.05175839364528656, -0.016589686274528503, -0.02061384543776512, 0.03056509979069233, 0.029106758534908295, -0.004635360091924667, 0.048568904399871826, 0.0004211503255646676, -0.049743711948394775, 0.017223168164491653, -0.004458100069314241, -0.032393667846918106, -0.034443940967321396, 0.013274393044412136, -0.013014287687838078, -0.014605000615119934, 0.033449430018663406, 0.004857683554291725, 0.006814992520958185, 0.04057566821575165, 0.020410938188433647, 0.03303704038262367, -0.005908779334276915, 0.021867748349905014, 0.019785793498158455, 0.001882045529782772, -0.08351659029722214, 0.0031257220543920994, -0.04052402824163437, -0.042890388518571854, -0.028924353420734406, 0.03196752816438675, -0.03449025750160217, -0.02019832655787468, -0.012375369668006897, 0.001842378405854106, -0.05606965348124504, -0.042319413274526596, -0.030862266197800636, 0.03190208971500397, 0.05509711056947708, -0.0010388914961367846, 0.016924692317843437, -0.011139501817524433, -0.01578037068247795, 0.015860019251704216, 0.03240692615509033, -0.03622151166200638, 0.007455281913280487, 0.010729222558438778, -0.01620773784816265, -0.017378900200128555, 0.0002603291650302708, 0.043595410883426666, 0.026631683111190796, 0.023338986560702324, -0.034386083483695984, 0.0066521624103188515, -0.0008056423394009471, 0.044934265315532684, -0.013274084776639938, -0.009315424598753452, 0.006272399332374334, -0.003926258534193039, -0.013940769247710705, -0.02811168134212494, -0.017021071165800095, 0.016295650973916054, 0.026415973901748657, -0.03501083701848984, -0.07595156133174896, 0.04840902239084244, 0.019166789948940277, 0.01631433330476284, 0.011781423352658749, -0.00793530698865652, 0.004952525720000267, -0.01968948170542717, 0.042156897485256195, 0.04807094857096672, -0.053913284093141556, -0.013204095885157585, -0.004271987825632095, 0.0018221767386421561, 0.006199066527187824, -0.003139113076031208, -0.041195277124643326, -0.037277478724718094, -0.01749526523053646, -0.003119563916698098, -0.04372844845056534, -0.025192072615027428, -0.0004917198675684631, 0.023593345656991005, -0.010654382407665253, -0.029952092096209526, -0.01890750043094158, -0.013333968818187714, -0.016785241663455963, -0.02732149139046669, -0.0021218068432062864, -0.021619681268930435, 0.01145584974437952, 0.005563907790929079, -0.044175319373607635, -0.001187918591313064, -0.022628439590334892, 0.015049450099468231, 0.015065320767462254, -0.028977278620004654, -0.01919681951403618, -0.05297159403562546, 0.01796366088092327, 0.022889483720064163, 0.04169059172272682, -0.0065524461679160595, -0.01881176233291626, -0.034351617097854614, -0.016749616712331772, -0.02466450072824955, 0.02207122929394245, -0.02852058596909046, -0.015587245114147663, 0.019950099289417267, 0.051351528614759445, 0.03478408604860306, 0.030375279486179352, -0.014483717270195484, -0.012936936691403389, 0.06148262694478035, -0.07074739038944244, -0.01711312308907509, -0.04223424568772316, -0.07522080838680267, -0.005911378655582666, 0.008834904991090298, 0.030752500519156456, -0.030613068491220474, 0.0363999605178833, 0.023176372051239014, 0.013788540847599506, 0.03893265128135681, 0.010633542202413082, 0.040713366121053696, -0.04206961393356323, 0.020168639719486237, -0.07322292029857635, 0.011530796065926552, 0.026157714426517487, 0.005041706841439009, -0.018518077209591866, -0.003740092506632209, -0.01773010566830635, 0.05204185098409653, -0.06698587536811829, -0.023023860529065132, 0.038050636649131775, 0.019003620371222496, -0.022074494510889053, -0.004633609671145678, -0.07155510783195496, 0.036113444715738297, 0.04120045527815819, -0.0469028539955616, -0.025906763970851898, -0.04283243790268898, 0.061474140733480453, 0.006629922427237034, 0.02510128729045391, -0.05106715112924576, -0.01070172805339098, 0.05868767574429512, 0.010089823976159096, 0.012863733805716038, 0.044853631407022476, -0.00762530229985714, 0.04316120967268944, 0.021104443818330765, -0.015408956445753574, -0.029589179903268814, 0.012562910094857216, 0.015239687636494637, -0.07367952167987823, 0.016386477276682854, 0.0064532519318163395, -0.04214056581258774, -0.04970886558294296, 0.06849190592765808, 0.03951650485396385, -0.024060556665062904, -0.044197969138622284, -0.0031644380651414394, -0.05327409505844116, -0.010573226027190685, -0.021301692351698875, 0.02581324800848961, -0.04037056863307953, 0.05226265266537666, -0.0017076658550649881, -0.004659079015254974, 0.07513315230607986, 0.011862027458846569, -0.00011191386147402227, -0.025091638788580894, 0.08369141817092896, 0.07552444934844971, 0.0668867900967598, 0.004782808944582939, 0.061961185187101364, -0.022913508117198944, -0.042661525309085846, 0.02811417728662491, -0.0010897127212956548, -0.021964719519019127, -0.03180360421538353, 0.01836777850985527, 0.06455613672733307, -0.003627823432907462, 0.05903222784399986, -0.04311719164252281, -0.005328983534127474, 0.0053008259274065495, 0.029794659465551376, 0.012619909830391407, 0.04680609703063965, 0.004423520527780056, -0.018402498215436935, -0.010934995487332344, -0.04369273781776428, 0.026688484475016594, -0.03717009723186493, -0.008127426728606224, 0.013387848623096943, -0.007416876964271069, 0.017885355278849602, -0.012800760567188263, 0.029648225754499435, 0.07673574984073639, -0.048232294619083405, 0.00566436443477869, -0.015469027683138847, 0.047144658863544464, -0.002433683490380645, 0.002127109793946147, -0.032133836299180984, -0.03576424717903137, 0.010403355583548546, -0.0139598548412323, -0.012652138248085976, -0.02849848009645939, -0.018598230555653572, 0.04443873092532158, -0.034108296036720276, 0.0050976150669157505, 0.02882874198257923, 0.01634080521762371, -0.03357603773474693, -0.06734245270490646, -0.04539400711655617, -0.0203664880245924, -0.05233141779899597, -0.032422199845314026, 0.03333860635757446, 0.003429895266890526, -0.019636275246739388, 0.0027197750750929117, -0.03833536431193352, -0.0217124093323946, 0.04663539677858353, -0.03398634493350983, -0.029956137761473656, 0.02038116380572319, 0.0033047504257410765, 0.055374953895807266, 0.03384674713015556, 0.023187140002846718, -0.010793661698698997, -0.01598399691283703, -0.04272793233394623, 0.012124422937631607, 0.03089749813079834, -0.0059695919044315815, 0.002341803628951311, -0.09567556530237198, 0.0313345268368721, 0.012453113682568073, -0.008393069729208946, -0.06708768010139465, 0.02397141046822071, 0.0036530776415020227, -0.009323552250862122, 0.060088012367486954, -0.03047529235482216, -0.007731149904429913, -0.025229983031749725, -0.013440249487757683, -0.011567486450076103, 0.028353746980428696, 0.047040291130542755, -0.01603708602488041, 0.08545301109552383, 0.01022800337523222, -0.006080704741179943, -0.04095042496919632, -0.005162779241800308, 0.020613525062799454, 0.020485006272792816, -0.006235102657228708, -0.03111412562429905, -0.03445054590702057, -0.057447388768196106, -0.02584460936486721, 0.014140554703772068, -0.017647096887230873, -0.04163040220737457, 0.018483631312847137, 0.04643082991242409, -0.048460204154253006, 0.023874960839748383, -0.05552000179886818, 0.01825602725148201, -0.02854490838944912, -0.022448664531111717, 0.012766844592988491, 0.0034390506334602833, -0.018889792263507843, -0.012391728349030018, 0.03150330111384392, -0.040928054600954056, -0.008071967400610447, 0.015375202521681786, 0.0349121168255806, 0.031293462961912155, -0.005887546576559544, -0.0009494023397564888 ]
[ -0.11913929879665375, 0.010378407314419746, -0.045045383274555206, -0.03478654846549034, 0.012857295572757721, -0.021575629711151123, -0.003756497520953417, 0.0017004517139866948, 0.011997689493000507, -0.05408591777086258, -0.011949761770665646, -0.004818950314074755, 0.02008803002536297, -0.0010188475716859102, 0.09508676826953888, 0.02260025404393673, -0.024545902386307716, -0.07081115990877151, 0.004271054640412331, 0.04917676001787186, 0.015360720455646515, -0.047249309718608856, -0.05764101445674896, -0.04339604824781418, -0.01616186648607254, 0.04549722746014595, 0.03855671361088753, -0.07638739049434662, 0.03202781453728676, -0.188627690076828, 0.005812826566398144, 0.01825542002916336, 0.05463780462741852, -0.02221745066344738, -0.009081446565687656, 0.03786079213023186, 0.021104086190462112, 0.03387797251343727, -0.005660053808242083, 0.018666928634047508, -0.006956072989851236, 0.014761765487492085, -0.05137588828802109, -0.039671268314123154, 0.026220174506306648, -0.00961937103420496, 0.011979174800217152, -0.0378747433423996, -0.011542015708982944, 0.034743532538414, -0.06390983611345291, -0.041173968464136124, -0.01932322420179844, -0.022684171795845032, 0.0011482469271868467, 0.05119241774082184, 0.029885699972510338, 0.05245853587985039, -0.032434090971946716, 0.04500975087285042, 0.005415318999439478, -0.022151034325361252, -0.1215442568063736, 0.08282661437988281, 0.04702280834317207, 0.05288787558674812, -0.03384186327457428, -0.03654613345861435, -0.01951489970088005, 0.09776991605758667, 0.01785370334982872, -0.022412676364183426, -0.015137674286961555, 0.04074831306934357, 0.017680464312434196, 0.009851070120930672, -0.003053185762837529, 0.03024275414645672, 0.04296823590993881, -0.030309287831187248, -0.02954776957631111, -0.015305837616324425, -0.006120086647570133, 0.000843047397211194, -0.042557667940855026, 0.0209428109228611, -0.00009717855573398992, 0.031906574964523315, 0.04120073467493057, 0.003725220449268818, 0.04455657675862312, -0.027965474873781204, 0.03550000488758087, -0.022144727408885956, -0.06987066566944122, 0.005479191895574331, -0.011214924044907093, 0.0250396691262722, -0.0496564656496048, 0.45347216725349426, -0.05736011266708374, -0.015909908339381218, 0.08244144171476364, 0.02619852125644684, -0.029826011508703232, -0.004934357013553381, 0.023806603625416756, -0.034972142428159714, 0.02933485619723797, -0.0351640060544014, 0.015768347308039665, 0.029968781396746635, 0.054129552096128464, -0.03901369124650955, 0.018855582922697067, 0.0417194664478302, -0.003909471910446882, 0.013119839131832123, 0.012450200505554676, -0.011243265122175217, 0.0012559639289975166, 0.0015232258010655642, 0.014367638155817986, 0.01420033723115921, -0.009163221344351768, -0.04520364850759506, 0.03445667773485184, 0.043597474694252014, 0.032544925808906555, 0.016739778220653534, 0.07516277581453323, -0.039016276597976685, -0.048586003482341766, 0.0011056802468374372, -0.020725294947624207, -0.018554706126451492, 0.032327111810445786, -0.014484311453998089, -0.001301224110648036, 0.03869638219475746, 0.014216226525604725, -0.006090819835662842, 0.01934809610247612, -0.007663880940526724, -0.007782567758113146, 0.14741583168506622, -0.01060820184648037, -0.03735760971903801, -0.018536189571022987, -0.03237508237361908, 0.012677091173827648, 0.03691590204834938, -0.010905078612267971, -0.05814182013273239, 0.014190251007676125, -0.004268652759492397, 0.07836966961622238, -0.02150171436369419, -0.05445343628525734, 0.0007087954436428845, -0.026169173419475555, -0.031783994287252426, -0.05599309876561165, 0.024755721911787987, 0.0865335762500763, -0.12897007167339325, -0.004410218447446823, -0.014217467978596687, 0.03163427487015724, -0.04314986243844032, -0.00950252078473568, 0.008398572914302349, -0.015671197324991226, -0.01580732688307762, 0.04409661144018173, -0.021250488236546516, -0.04336578771471977, 0.011066412553191185, 0.03534141182899475, 0.015793729573488235, 0.007349409628659487, 0.015206431970000267, -0.05799050256609917, 0.010225579142570496, -0.04848290979862213, -0.0859336256980896, -0.02849097177386284, -0.004599052481353283, -0.01725911907851696, -0.011434809304773808, -0.03139661252498627, -0.04163976013660431, -0.07976502180099487, 0.09948818385601044, -0.02374873124063015, -0.01612400822341442, 0.034284256398677826, -0.018459318205714226, -0.040787696838378906, -0.022202789783477783, -0.005155325401574373, 0.020762881264090538, -0.02702605351805687, 0.036506615579128265, -0.053692810237407684, 0.055787961930036545, 0.028296006843447685, -0.034652769565582275, 0.06917411834001541, 0.06616165488958359, -0.027245590463280678, -0.04812055453658104, 0.016562780365347862, 0.02285279706120491, 0.008567369543015957, -0.022931266576051712, -0.0059480261988937855, 0.04684392735362053, -0.0164065919816494, 0.04960743337869644, -0.025054994970560074, 0.013199009001255035, 0.04038427770137787, -0.32986190915107727, -0.006703714840114117, -0.017865104600787163, -0.008540407754480839, -0.007799762301146984, -0.06869558990001678, 0.015427869744598866, -0.011624899692833424, -0.04355268552899361, 0.006501426454633474, 0.0751778855919838, 0.005311916116625071, 0.021992556750774384, -0.05901752784848213, -0.019190696999430656, 0.01869433932006359, -0.0015588488895446062, 0.0008406792185269296, -0.02339932695031166, 0.009132721461355686, -0.023469585925340652, 0.011982707306742668, -0.031572602689266205, -0.05486422777175903, 0.015094934962689877, -0.04414644092321396, 0.11143625527620316, -0.006745525635778904, 0.0842505544424057, -0.04097820073366165, 0.03264731913805008, 0.027006005868315697, 0.022379225119948387, -0.12402990460395813, 0.007912621833384037, -0.013960479758679867, 0.024893436580896378, -0.05076606571674347, 0.045181144028902054, -0.031392283737659454, -0.04757389798760414, -0.01871822588145733, -0.03783581778407097, -0.06951238960027695, -0.04870598763227463, 0.0027512842789292336, -0.030329324305057526, -0.049407534301280975, -0.032161958515644073, 0.08269709348678589, 0.012600152753293514, -0.010965579189360142, 0.02927083522081375, -0.0019564777612686157, -0.011414913460612297, -0.0199750866740942, -0.0640900731086731, 0.006988698150962591, 0.005582558922469616, 0.0022678214590996504, 0.040956538170576096, 0.05713992938399315, 0.032078538089990616, -0.059285376220941544, -0.00486073037609458, 0.0211777426302433, 0.00714085390791297, -0.0005363692762330174, 0.05341104045510292, -0.00922771543264389, -0.03750572353601456, 0.0811167061328888, -0.0068464986979961395, -0.010421017184853554, 0.017855655401945114, 0.015352240763604641, -0.0325811542570591, 0.005462487228214741, 0.029261425137519836, 0.0054085589945316315, 0.0319078303873539, -0.02055765688419342, 0.03753739967942238, -0.03231813386082649, -0.0017284107161685824, 0.01363332662731409, -0.002405856503173709, -0.02476685494184494, 0.02749530039727688, 0.0121092414483428, -0.03210669010877609, -0.012855337001383305, -0.005824785213917494, -0.06850751489400864, 0.1013011783361435, -0.027167588472366333, -0.2552111744880676, 0.006335334852337837, 0.06124875694513321, 0.04855114594101906, -0.024997346103191376, 0.03852493688464165, 0.04085396230220795, -0.029133960604667664, 0.0017128897598013282, -0.018468597903847694, 0.014290651306509972, 0.025536146014928818, 0.00039095283136703074, -0.01196707971394062, 0.04808704927563667, 0.0075705284252762794, 0.022899771109223366, 0.0003897637070622295, 0.010897072032094002, -0.0005600908771157265, 0.002140412572771311, -0.011766470037400723, 0.15568660199642181, 0.02501557022333145, 0.04565911367535591, 0.037491004914045334, -0.004775547422468662, 0.013100254349410534, 0.07816264033317566, 0.010260890237987041, -0.0022489239927381277, -0.009848262183368206, 0.04522046074271202, -0.006930124945938587, 0.025154804810881615, -0.07290472835302353, -0.03116532415151596, 0.02937307022511959, 0.04250184819102287, 0.030358655378222466, 0.01433907262980938, -0.008223136886954308, -0.006122801452875137, 0.01647368259727955, 0.07209939509630203, 0.021369095891714096, 0.02143087238073349, -0.017611389979720116, -0.04410479590296745, -0.012656002305448055, -0.056288011372089386, -0.04394948109984398, 0.026796162128448486, 0.013004964217543602, -0.002862537745386362, 0.06645112484693527, -0.008293949998915195, -0.011615011841058731, -0.032332029193639755, 0.02587881311774254, -0.00007865567022236064, 0.0038532873149961233, 0.08191655576229095, 0.013043385930359364, 0.02868243306875229 ]
[ -0.024363504722714424, -0.0030745475087314844, 0.0018014161614701152, 0.028680039569735527, -0.0016207450535148382, 0.05489951744675636, 0.010946059599518776, 0.009857520461082458, -0.01804775930941105, -0.02233009971678257, -0.011996215209364891, 0.0192712489515543, -0.010653181001543999, -0.014667905867099762, 0.016307407990098, -0.00737006263807416, 0.019125234335660934, -0.02461766079068184, 0.017141222953796387, 0.02836652286350727, -0.040585312992334366, -0.02381128817796707, -0.026288792490959167, -0.045291390269994736, 0.0038678408600389957, -0.004794159904122353, 0.004919858183711767, -0.04871056601405144, 0.03716180846095085, -0.12331364303827286, -0.04482865333557129, -0.019216401502490044, -0.009932645596563816, 0.004388825967907906, -0.025303632020950317, -0.02601776085793972, 0.054389242082834244, 0.017969535663723946, -0.011599092744290829, -0.027310095727443695, -0.010479374788701534, -0.013119704090058804, 0.018828360363841057, 0.016544010490179062, -0.013478760607540607, 0.013639501295983791, 0.01234276033937931, -0.06043247878551483, -0.01848936825990677, -0.015303684398531914, -0.03870430588722229, 0.03508143126964569, -0.025870148092508316, 0.005077189765870571, -0.00964696891605854, 0.023957014083862305, -0.011968167498707771, -0.04457152262330055, -0.020068347454071045, 0.02268076501786709, -0.013549719005823135, 0.00704687274992466, -0.052970997989177704, -0.0046575041487813, 0.004791534040123224, 0.005125907249748707, -0.0070914397947490215, -0.013611719943583012, -0.00337233766913414, -0.0014600626891478896, -0.05517967417836189, 0.010270240716636181, -0.027717072516679764, 0.020047515630722046, -0.006274547893553972, 0.018436374142766, -0.018048394471406937, -0.0544813796877861, 0.017708534374833107, -0.08015813678503036, -0.04126039147377014, -0.011641867458820343, 0.030952639877796173, 0.018904907628893852, 0.032696422189474106, 0.01370233204215765, -0.0027203259523957968, -0.002960429759696126, -0.02456899918615818, -0.022894805297255516, -0.08411114662885666, 0.06407912820577621, -0.011407081037759781, 0.02133900485932827, -0.05229784920811653, 0.03213435038924217, -0.0012143304338678718, 0.008742265403270721, -0.018902979791164398, 0.8257647156715393, 0.008314241655170918, 0.05450161173939705, 0.044828593730926514, 0.0001992532634176314, -0.002064839005470276, 0.0015584826469421387, 0.021656569093465805, -0.006555306259542704, 0.030537253245711327, -0.014183374121785164, 0.017362385988235474, -0.01678982377052307, 0.010212126187980175, -0.03038610704243183, 0.047218725085258484, 0.00261796941049397, -0.01647227816283703, 0.029816273599863052, -0.0198221355676651, -0.020992768928408623, -0.014455310069024563, -0.030459275469183922, -0.014393888413906097, -0.012688119895756245, 0.023043101653456688, -0.17621400952339172, 0.031973421573638916, -7.071540385044656e-33, 0.03341476246714592, 0.002627518493682146, 0.000869329902343452, 0.016673853620886803, 0.03317359834909439, 0.03040247969329357, 0.018213873729109764, -0.050030238926410675, -0.04618389531970024, -0.023936912417411804, 0.01001922320574522, -0.038790442049503326, 0.016731159761548042, -0.020126795396208763, 0.021573573350906372, -0.03460237756371498, 0.0020212209783494473, 0.03094937652349472, -0.037820808589458466, 0.008773409761488438, 0.04986635595560074, 0.04676363617181778, -0.010025762021541595, -0.02453054115176201, -0.037430260330438614, -0.0045202914625406265, -0.019081635400652885, 0.05795617774128914, 0.017475124448537827, -0.05542552098631859, -0.006811455823481083, 0.04484296217560768, -0.01689000613987446, -0.006935368292033672, 0.004401819780468941, -0.023804817348718643, 0.012963573448359966, -0.0035234596580266953, -0.029729953035712242, -0.02897649258375168, -0.02387469820678234, 0.016361868008971214, -0.05191894248127937, -0.011466828174889088, -0.039757080376148224, -0.03355645760893822, -0.0010665912413969636, 0.034917134791612625, -0.0021967540960758924, -0.07271746546030045, 0.011711311526596546, 0.042450398206710815, -0.026876378804445267, -0.0036622178740799427, -0.0560428686439991, 0.0395670048892498, 0.00592629611492157, 0.015032793395221233, 0.002999318763613701, 0.040496282279491425, 0.03525972366333008, -0.007246629800647497, -0.008147358894348145, -0.0005103318835608661, -0.014222618192434311, 0.005038534291088581, 0.05201327055692673, -0.030733468011021614, 0.024902012199163437, -0.01711743138730526, -0.0418507345020771, 0.017520194873213768, 0.0014138793339952826, -0.043220408260822296, 0.01842918060719967, 0.009516808204352856, 0.007689833175390959, -0.012715972028672695, 0.01613481715321541, 0.015695329755544662, -0.00793516170233488, -0.004203606862574816, 0.027271881699562073, -0.012599131092429161, -0.010831207036972046, -0.03310121223330498, -0.04075419157743454, -0.02320854924619198, -0.01466121431440115, 0.040029607713222504, 0.04684945195913315, 0.012457729317247868, 0.013843645341694355, -0.036237843334674835, 0.015915311872959137, 6.914614093261788e-33, -0.011758312582969666, 0.0033734480384737253, -0.014363010413944721, 0.013682411052286625, 0.06680770963430405, -0.0023035781923681498, 0.027659446001052856, -0.015970725566148758, -0.024866579100489616, 0.03765334561467171, 0.02540264092385769, -0.01517079770565033, 0.013787348754703999, 0.01829746551811695, 0.023982521146535873, -0.0032734787091612816, 0.014029964804649353, -0.026807628571987152, 0.051633208990097046, -0.020924724638462067, 0.04285953938961029, 0.011162306182086468, 0.01928529143333435, 0.007965915836393833, 0.03485548868775368, 0.060544151812791824, -0.0018133481498807669, -0.0004434931615833193, 0.00029783876379951835, -0.014206010848283768, 0.007387976162135601, -0.010591080412268639, -0.006639289204031229, -0.04637545719742775, 0.009702850133180618, 0.03604615852236748, -0.02718212641775608, -0.025980206206440926, -0.013973971828818321, -0.00335039128549397, -0.02491132915019989, 0.015112120658159256, -0.03426641225814819, 0.029331015422940254, 0.06641113013029099, -0.014960785396397114, -0.0005244681378826499, -0.02568241022527218, -0.01698649488389492, 0.02295789308845997, 0.03278505429625511, 0.028079267591238022, -0.019081246107816696, -0.02696193940937519, -0.012556975707411766, -0.020999649539589882, -0.014812999404966831, 0.011139106936752796, 0.036950498819351196, 0.00673295184969902, 0.005413994658738375, 0.0018845419399440289, -0.007573405746370554, 0.055131491273641586, -0.01239778008311987, 0.03467709571123123, 0.0016481272177770734, 0.024592574685811996, -0.008383792825043201, 0.0004952886956743896, -0.018385063856840134, -0.009370250627398491, 0.026885660365223885, 0.04232138395309448, 0.03523874282836914, -0.04832889139652252, -0.0008718329481780529, -0.009445796720683575, 0.008967640809714794, 0.03438703343272209, 0.012603084556758404, 0.004370929207652807, 0.03722883388400078, 0.007900161668658257, -0.0019366038031876087, 0.0452306792140007, 0.01870076358318329, 0.036381129175424576, -0.010331584140658379, -0.011873823590576649, -0.011775244027376175, -0.011814284138381481, 0.02197173982858658, 0.004273650702089071, -0.005129095632582903, -1.2811078420327249e-8, -0.06239398941397667, 0.03471159562468529, -0.02359531819820404, -0.00678238132968545, 0.002946701366454363, 0.030015403404831886, 0.000744975870475173, 0.01190609484910965, 0.001604724326170981, -0.017816342413425446, 0.009418386965990067, -0.03281543776392937, 0.00625939667224884, 0.01855809986591339, 0.04726023226976395, -0.030622761696577072, 0.0032087580766528845, -0.03522234410047531, 0.01515649352222681, 0.003371896455064416, 0.014670281670987606, 0.035830724984407425, 0.002429649233818054, 0.04549351707100868, -0.005269836168736219, 0.025562627241015434, 0.028684012591838837, -0.059008024632930756, -0.008615939877927303, 0.026523146778345108, -0.010281834751367569, -0.01669662818312645, -0.031003324314951897, 0.013319301418960094, -0.009572628885507584, -0.0185458492487669, -0.013980911113321781, 0.04208289086818695, 0.036271754652261734, 0.022148864343762398, -0.019261721521615982, 0.01540357619524002, 0.0037810627836734056, 0.00024520987062714994, 0.018811170011758804, 0.03769152611494064, -0.04296978935599327, -0.009024713188409805, -0.02495902217924595, -0.04709835723042488, -0.017316535115242004, -0.0024021556600928307, 0.011770004406571388, -0.008871222846210003, 0.02575657330453396, -0.008506403304636478, -0.01750117540359497, 0.0006637735641561449, 0.014353912323713303, -0.01123752724379301, -0.019363513216376305, 0.017053736373782158, -0.02892351523041725, -0.029660247266292572 ]
pair-programming-slowly-but-surely
https://markhneedham.com/blog/2009/03/31/pair-programming-slowly-but-surely
false
2009-03-30 22:52:52
DDD: Recognising relationships between bounded contexts
[ "ddd", "domain-driven-design" ]
[ "Domain Driven Design" ]
One of the http://www.markhneedham.com/blog/category/qcon/[big takeaways for me] from the http://qconlondon.com/london-2009/tracks/show_track.jsp?trackOID=228[Domain Driven Design track] at the recent http://qconlondon.com/[QCon London] conference was that the organisational patterns in the second half of the book are probably more important than the actual patterns themselves. There are various patterns used to describe the relationships between different http://www.markhneedham.com/blog/2009/03/07/ddd-bounded-contexts/[bounded contexts]: * *Shared Kernel* - This is where two teams share some subset of the domain model. This shouldn't be changed without the other team being consulted. * *Customer/Supplier Development Teams* - This is where the downstream team acts as a customer to the upstream team. The teams define automated acceptance tests which validate the interface the upstream team provide. The upstream team can then make changes to their code without fear of breaking something downstream. I think this is where http://iansrobinson.com/category/consumer-driven-contracts/[Ian Robinson's Consumer Driven Contracts] come into play. * *Conformist* - This is where the downstream team conforms to the model of the upstream team despite that model not meeting their needs. The reason for doing this is so that we will no longer need a complicated anti corruption layer between the two models. This is not the same as customer/supplier because the teams are not using a cooperative approach - the upstream are deriving the interfaces independently of what downstream teams actually need. * *Partner* - This was suggested by Eric Evans during his http://www.markhneedham.com/blog/2009/03/13/qcon-london-2009-what-ive-learned-about-ddd-since-the-book-eric-evans/[QCon presentation], and the idea is that two teams have a mutual dependency on each other for delivery. They therefore need to work together on their modeling efforts. I think it's useful for us to know which situation we are in because then we can make decisions on what we want to do while being aware of the various trade offs we will need to make. An example of this is when we recognise that we have a http://www.markhneedham.com/blog/2008/12/28/internalexternal-domain-models/[strong dependency on the domain model of another team] where I think the approach that we take depends on the relationship the two teams have. If we have a cooperative relationship between the teams then an approach where we pretty much rely on at least some part of the supplier's model is less of an issue than if we don't have this kind of relationship. After all we have an influence on the way the model is being developed and maybe even worked on it with the other team. On the other hand if we realise that we don't have a cooperative relationship, which may happen due to a variety of reasons... ____ When two teams with an upstream/downstream relationship are not effectively being directed from the same source, a cooperative pattern such as CUSTOMER/SUPPLIER TEAMS is not going to work. \... This can be the case in a large company in which the two teams are far apart in the management hierarchy or where the shared supervisor is indifferent to the relationship of the two teams. It also arises between teams in different companies when the customer's business is not individually important to the supplier. Perhaps the supplier has many small customers, or perhaps the supplier is changing market direction and no longer values the old customers. The supplier may just be poorly run. It may have gone out of business. Whatever the reason, the reality is that the downstream is on its own. (from the http://domaindrivendesign.org/[book]) ____ ...we need to be more careful about which approach we take. We are now potentially in conformist territory although I don't think that is necessarily the route that we want to take. If we choose to conform to the supplier's model then we need to be aware that any changes made to that model will require us to make changes all over our code and since these changes are likely to all over the place it's going to be quite expensive to make those changes. On the other hand we don't have to spend time writing translation code. The alternative approach is to create an http://moffdub.wordpress.com/2008/09/21/anatomy-of-an-anti-corruption-layer-part-1/[anti corruption layer] where we interact with the other team's service and isolate all that code into one area, possibly behind a http://www.markhneedham.com/blog/2009/03/10/ddd-repository-not-only-for-databases/[repository]. The benefit here is that we can isolate all changes in the supplier's model in one place which from experience saves a lot of time, the disadvantage of course being that we have to write a lot of translation code which can get a bit tricky at times. The supplier's model still influences our approach but it isn't our approach. I'm not sure what pattern this would be defined as - it doesn't seem to fit directly into any of the above as far as I can see but I think it's probably quite common in most organisations. There are always multiple approaches to take to solve a problem but I think it's useful to know what situation we have before choosing our approach.
null
null
[ 0.009346463717520237, 0.009387962520122528, -0.01222438458353281, 0.03045802190899849, 0.08846642822027206, -0.0018758490914478898, 0.017541002482175827, 0.04535181447863579, 0.04201465845108032, -0.014981157146394253, -0.024420009925961494, -0.00704556331038475, -0.06373170763254166, 0.016728699207305908, -0.036670662462711334, 0.08098633587360382, 0.0529497005045414, -0.00531481858342886, 0.028228413313627243, -0.022735776379704475, 0.041124992072582245, 0.06733154505491257, 0.017329083755612373, 0.03922378271818161, 0.040398892015218735, 0.006550498306751251, 0.03473431244492531, 0.018634097650647163, -0.03919103369116783, -0.004975585266947746, 0.05997501686215401, 0.0009975072462111712, 0.008280999027192593, -0.002719942247495055, 0.03680140897631645, 0.008608553558588028, -0.018202245235443115, -0.0009019653080031276, -0.004274439532309771, -0.013301393017172813, -0.07424532622098923, 0.06217445805668831, -0.03003513440489769, 0.03070439212024212, -0.03204584866762161, 0.016117854043841362, -0.059656381607055664, 0.007123905699700117, -0.0004321509331930429, -0.00537980766966939, -0.07922546565532684, 0.0388185940682888, -0.024184562265872955, 0.0003946747165173292, -0.01626892387866974, 0.027205441147089005, 0.025850052013993263, -0.059744734317064285, 0.005189838819205761, -0.044217709451913834, -0.0034382592421025038, -0.00996606145054102, 0.007875073701143265, 0.02113615721464157, 0.015350346453487873, -0.027477025985717773, -0.007404796779155731, 0.025745421648025513, -0.045200981199741364, 0.0034874475095421076, -0.015545814298093319, 0.0009178625186905265, -0.0034912866540253162, -0.001186818117275834, -0.004763114731758833, -0.034598108381032944, -0.006776950787752867, 0.06443177908658981, 0.03343382850289345, 0.04216011241078377, 0.004141616635024548, 0.0011729990364983678, -0.00040696695214137435, 0.0153746847063303, -0.02157900296151638, -0.04866798222064972, 0.010291163809597492, -0.02271115966141224, -0.06639514863491058, 0.08994322270154953, 0.013780624605715275, -0.05136202275753021, 0.009715781547129154, 0.024688228964805603, -0.013626760803163052, -0.005790248047560453, 0.03347349166870117, 0.020631682127714157, -0.007770801428705454, -0.027780188247561455, -0.02902206778526306, -0.004911835305392742, -0.008205609396100044, 0.004595938138663769, -0.07192205637693405, -0.025981368497014046, -0.023999441415071487, -0.012715806253254414, -0.0029298067092895508, 0.004423846490681171, -0.04213744029402733, 0.026071110740303993, -0.011842257343232632, 0.008202572353184223, -0.05662239342927933, 0.07598596811294556, -0.01227239053696394, -0.034897249191999435, -0.005760179366916418, 0.007036393042653799, 0.04893817752599716, 0.019120141863822937, -0.028580229729413986, 0.06848663091659546, 0.02153548039495945, 0.014915515668690205, -0.04144516959786415, 0.04465073347091675, -0.035627204924821854, -0.06225701794028282, -0.0024127112701535225, 0.05623626708984375, -0.05625065043568611, -0.007285017520189285, -0.013540590181946754, -0.05160266533493996, 0.00937044620513916, -0.002951510716229677, 0.05020326375961304, 0.06212727352976799, 0.008582837879657745, -0.04692786931991577, 0.011029710993170738, 0.0023251676466315985, 0.03353780880570412, -0.012428166344761848, 0.010160296224057674, -0.032432109117507935, -0.0318269208073616, -0.016771038994193077, -0.005036237649619579, 0.02818598411977291, 0.011757317930459976, -0.05211423709988594, 0.030766507610678673, 0.06347841024398804, 0.05793306231498718, 0.034091267734766006, -0.01868043839931488, 0.035873979330062866, 0.035630762577056885, 0.03048687055706978, 0.01624595932662487, 0.02964305877685547, 0.016912953928112984, -0.01263370644301176, -0.004588960204273462, 0.05904984846711159, 0.007969283498823643, -0.006570706143975258, -0.05473671108484268, -0.08701835572719574, 0.05723849684000015, -0.045347198843955994, -0.004381866194307804, 0.03911621496081352, 0.07527841627597809, 0.030496645718812943, 0.04178295657038689, 0.026394519954919815, -0.07382809370756149, 0.02816755138337612, 0.021970095112919807, 0.0163829755038023, 0.04006631299853325, -0.019267022609710693, 0.05294029414653778, 0.03445956110954285, -0.019492946565151215, 0.057232119143009186, -0.0632476955652237, -0.06815700978040695, -0.01794029027223587, -0.01979113183915615, 0.036645419895648956, -0.03578836843371391, 0.011412720195949078, 0.0820009782910347, 0.01506610494107008, 0.05606415867805481, 0.021432332694530487, 0.012551807798445225, -0.00047110876766964793, -0.028393348678946495, -0.030000019818544388, 0.06585709750652313, 0.02624555677175522, 0.0023380268830806017, -0.04983571544289589, 0.010655572637915611, -0.007999919354915619, -0.006571849342435598, 0.030776452273130417, -0.03157895430922508, 0.03459075093269348, -0.025727534666657448, 0.045332424342632294, -0.013844885863363743, 0.04217948019504547, -0.055012982338666916, 0.018317559733986855, 0.019492395222187042, -0.0258175116032362, 0.02156233601272106, 0.010551564395427704, 0.1277123987674713, 0.0597999207675457, -0.02863980084657669, -0.06219671666622162, 0.03415403515100479, 0.01968647539615631, -0.021419858559966087, -0.0035175064112991095, -0.019862068817019463, 0.0006407368928194046, -0.0018086041091009974, -0.05949995666742325, -0.027988463640213013, 0.012475402094423771, -0.03159726411104202, -0.001322125201113522, 0.04950791597366333, -0.04206613451242447, 0.05479169636964798, 0.0019841990433633327, -0.007799044251441956, -0.007593171205371618, -0.02968844771385193, -0.06260977685451508, 0.007147653494030237, -0.0013300729915499687, -0.011626099236309528, 0.04661425203084946, -0.018730293959379196, -0.027859099209308624, -0.036068402230739594, -0.04414954036474228, 0.030686071142554283, 0.05173506960272789, 0.0598037950694561, -0.009155387058854103, 0.06757346540689468, -0.004175595007836819, 0.027892550453543663, -0.004989138338714838, -0.04313018172979355, -0.04784051701426506, -0.02509360946714878, 0.009997939690947533, 0.02299400232732296, 0.0051339901983737946, 0.017824919894337654, 0.004338476341217756, 0.017774928361177444, -0.01254055742174387, 0.004129539709538221, 0.02210761234164238, 0.0028148682322353125, 0.011258195154368877, -0.017810402438044548, -0.02897428721189499, 0.04529755935072899, -0.026542630046606064, -0.0073797921650111675, 0.003058628411963582, -0.08648315817117691, 0.022588413208723068, -0.08282925188541412, -0.03454716503620148, 0.001629730686545372, 0.02011219412088394, 0.04554249718785286, -0.0004546936834231019, -0.0034926319494843483, 0.046767622232437134, 0.029501529410481453, -0.0028578252531588078, 0.004956791643053293, -0.00878717377781868, 0.04331585764884949, -0.005728458054363728, 0.0007790187955833972, 0.03984888270497322, 0.0017711271066218615, 0.011798138730227947, -0.05524619668722153, 0.03891424462199211, -0.013681010343134403, -0.2943785786628723, 0.01870783604681492, 0.02667250484228134, -0.03471333533525467, 0.033641260117292404, -0.0254982877522707, 0.011571679264307022, -0.03726119548082352, -0.021053794771432877, 0.013497968204319477, -0.028402548283338547, -0.05292951688170433, -0.012504206039011478, 0.019138919189572334, -0.010715305805206299, 0.012287843972444534, 0.031749945133924484, -0.046286944299936295, 0.010269410908222198, 0.045574478805065155, -0.017831820994615555, -0.06815488636493683, -0.00964872445911169, 0.01638660952448845, 0.02288978174328804, 0.04718761146068573, -0.08183357119560242, 0.029318857938051224, -0.07468815892934799, -0.0042575388215482235, 0.00022410554811358452, -0.001911528524942696, -0.014689969830214977, -0.021363886073231697, -0.01661517098546028, -0.020516343414783478, 0.04726538807153702, 0.01454866025596857, -0.011131099425256252, -0.0005577200790867209, -0.01893525756895542, -0.017558656632900238, -0.003500143764540553, 0.0007419016910716891, 0.07736525684595108, 0.0245493296533823, -0.08461517840623856, -0.002697516232728958, -0.024866916239261627, 0.07693210989236832, -0.0529574416577816, -0.022637013345956802, -0.0014860046794638038, 0.03195996209979057, -0.01735015958547592, -0.027156613767147064, -0.002119343262165785, -0.04625922068953514, -0.02866830863058567, -0.011053730733692646, -0.02995389699935913, -0.0428633876144886, -0.0024804973509162664, -0.04448249936103821, -0.005229040049016476, -0.037239573895931244, -0.08395779877901077, -0.013455583713948727, 0.06541668623685837, 0.007909981533885002, -0.02692807838320732, 0.014533044770359993, -0.0132019417360425, -0.11592177301645279, -0.008445254527032375, -0.01786370575428009, 0.016338009387254715, -0.0013849817914888263, 0.04561853036284447, 0.030796408653259277, -0.010306965559720993, -0.06343699246644974, 0.017749937251210213, 0.02168005332350731, 0.028614649549126625, -0.024037867784500122, 0.03903238847851753, 0.02313452959060669, -0.036209587007761, 0.0049992515705525875, 0.06223898008465767, 0.0017280695028603077, -0.029272867366671562, -0.031992293894290924, 0.024941924959421158, -0.02150268293917179, 0.01021282933652401, 0.008465617895126343, -0.0019154157489538193, 0.022373966872692108, -0.00843289215117693, -0.06772837787866592, 0.018001088872551918, -0.014082289300858974, -0.007408847101032734, -0.011590187437832355, -0.03746215999126434, 0.005161602050065994, 0.029066456481814384, 0.02090495079755783, 0.007994882762432098, -0.035450179129838943, 0.016510561108589172, -0.0374242402613163, -0.05327361077070236, -0.029130861163139343, 0.0016055218875408173, 0.05894167721271515, 0.000193448577192612, -0.00218574539758265, -0.03971366584300995, 0.02283671870827675, -0.015405531972646713, -0.016843879595398903, -0.05701032280921936, -0.012139081954956055, -0.0072450097650289536, -0.013800542801618576, 0.02533915638923645, 0.013888942077755928, -0.010893563739955425, 0.033664342015981674, 0.028001246973872185, -0.030616238713264465, 0.015390065498650074, -0.024216074496507645, -0.0817253515124321, -0.008707752451300621, -0.012102494947612286, 0.002305482979863882, 0.007763544097542763, 0.04088879004120827, 0.02427113987505436, -0.002758714370429516, 0.03418034315109253, 0.017287231981754303, 0.040871232748031616, -0.007880732417106628, 0.04963938891887665, 0.014647668227553368, 0.009891132824122906, -0.05009828880429268, 0.021977432072162628, -0.03188367933034897, 0.0011093902867287397, -0.012249755673110485, 0.03836298733949661, 0.010565889067947865, -0.028978725895285606, -0.02411913499236107, 0.02167677879333496, -0.05367050692439079, -0.016320761293172836, -0.022519350051879883, 0.044284068048000336, 0.06092357635498047, -0.030004506930708885, 0.02120439149439335, -0.028073657304048538, -0.026705948635935783, 0.012570187449455261, 0.031165169551968575, -0.044158872216939926, 0.017883608117699623, 0.0067098187282681465, 0.017933666706085205, 0.002897839993238449, -0.002437813673168421, 0.04450239986181259, 0.011118835769593716, -0.004458800423890352, -0.02889375574886799, 0.0072883195243775845, 0.006651291158050299, 0.04204607382416725, 0.03229563683271408, -0.0008361055515706539, 0.0031433627009391785, -0.0008548632613383234, -0.022923188284039497, -0.021505098789930344, -0.006790775805711746, -0.005622883327305317, -0.0007585391867905855, -0.03463204205036163, -0.06328707933425903, 0.07043622434139252, 0.019383801147341728, -0.0011160372523590922, 0.012832310982048512, -0.0020333346910774708, 0.021321166306734085, -0.025099938735365868, 0.030191557481884956, 0.036365099251270294, -0.06462036073207855, 0.0027485222090035677, -0.008443599566817284, -0.0017736554145812988, 0.015474875457584858, -0.0006095879361964762, -0.048520203679800034, -0.023453880101442337, -0.02615002728998661, 0.001393855083733797, -0.08422727137804031, -0.020447008311748505, -0.026145875453948975, 0.028249382972717285, 0.026029542088508606, 0.004716884810477495, -0.023706290870904922, -0.013150481507182121, 0.0071426499634981155, -0.042134176939725876, 0.044963520020246506, -0.03885999321937561, 0.00865114200860262, 0.013350892812013626, -0.044500622898340225, -0.006339011713862419, -0.021224426105618477, -0.007145476061850786, 0.0188127551227808, -0.023660844191908836, 0.0028161057271063328, -0.038684286177158356, -0.00011259504390181974, -0.005757395643740892, 0.038494210690259933, -0.004697175696492195, -0.03367852792143822, -0.04036874324083328, 0.00764953438192606, -0.03854063153266907, 0.020535271614789963, -0.006653498858213425, 0.001517465221695602, 0.01711060106754303, 0.06786693632602692, 0.01190293300896883, 0.03707581385970116, -0.0028800228610634804, 0.0017880459781736135, 0.058405663818120956, -0.059277117252349854, -0.02631618268787861, -0.039215460419654846, -0.05458798632025719, -0.015637174248695374, -0.0026753991842269897, 0.029153743758797646, -0.020324742421507835, 0.01986200548708439, 0.042452022433280945, 0.054013825953006744, 0.03363734483718872, 0.018658099696040154, 0.029868654906749725, -0.05251968279480934, 0.002652163850143552, -0.08525437116622925, 0.00702641298994422, 0.046348005533218384, 0.010486416518688202, -0.01437728013843298, 0.013659767806529999, -0.04510791599750519, 0.0504203662276268, -0.07314280420541763, -0.03252796456217766, 0.03223632648587227, -0.011741569265723228, -0.006650224328041077, 0.026543505489826202, -0.07507631927728653, 0.002452441258355975, 0.015954962000250816, -0.043522704392671585, -0.04000507667660713, -0.029018783941864967, 0.05148540809750557, 0.0005141968140378594, 0.020868811756372452, -0.02579755149781704, -0.01816154085099697, 0.08273831009864807, 0.0036434754729270935, 0.014759870246052742, 0.05109236389398575, -0.007398221176117659, 0.03879475221037865, 0.02151690050959587, 0.007676922716200352, 0.014897339046001434, 0.021684320643544197, -0.01854431815445423, -0.07572594285011292, 0.048856645822525024, 0.0084522794932127, -0.017248554155230522, -0.0549713559448719, 0.0485878512263298, 0.012130019254982471, -0.023669669404625893, -0.046951573342084885, -0.01049080304801464, -0.05919577553868294, -0.008079096674919128, 0.004706154111772776, -0.008386981673538685, -0.0497758723795414, 0.0469190776348114, 0.001560207107104361, 0.018406350165605545, 0.06597401946783066, 0.01398372557014227, -0.03466057404875755, -0.0018941240850836039, 0.10374277085065842, 0.08155781030654907, 0.04953372851014137, 0.015893075615167618, 0.05852683633565903, -0.012808697298169136, -0.040960893034935, 0.011634394526481628, 0.001967580057680607, -0.01049131527543068, -0.008327112533152103, 0.008084665052592754, 0.05580129101872444, -0.015525219030678272, 0.0669645294547081, -0.017737166956067085, -0.03325347974896431, 0.0012697672937065363, 0.009430131874978542, 0.029621941968798637, 0.08056946098804474, -0.00534019572660327, 0.03047148324549198, -0.018491452559828758, -0.046305980533361435, 0.008913516998291016, -0.006172651425004005, -0.01362584438174963, 0.02187899686396122, -0.0061995889991521835, 0.01729719713330269, 0.010137224569916725, 0.043070122599601746, 0.08945969492197037, -0.05946550890803337, 0.01309414952993393, -0.016805075109004974, 0.003262008773162961, -0.004703050013631582, 0.015477684326469898, 0.002054062904790044, -0.03235974907875061, -0.02744811587035656, -0.03356817364692688, -0.03843860700726509, -0.014359532855451107, -0.00975311454385519, 0.04108383134007454, -0.012268170714378357, -0.013934271410107613, 0.02795322798192501, 0.005241285543888807, -0.025155354291200638, -0.048672035336494446, -0.037071820348501205, -0.03159354627132416, -0.05104311183094978, -0.040785327553749084, 0.019236363470554352, -0.005326372105628252, -0.03821973130106926, -0.03066541627049446, -0.007637581788003445, -0.03463883325457573, 0.04091440513730049, -0.06546387821435928, -0.003739184234291315, 0.014424963854253292, 0.020887674763798714, 0.013968339189887047, 0.009730633348226547, 0.06204997003078461, 0.005016408395022154, 0.0033790196757763624, -0.015857839956879616, 0.037607770413160324, 0.020544856786727905, 0.0042503271251916885, 0.028779620304703712, -0.09435317665338516, -0.01014825887978077, 0.03599979728460312, -0.02231365442276001, -0.08171311765909195, 0.052552733570337296, 0.011016744188964367, -0.02313948981463909, 0.026270009577274323, -0.021305568516254425, 0.010622532106935978, -0.03356696292757988, -0.014736993238329887, -0.0059987022541463375, 0.022420315071940422, 0.03861721232533455, -0.022293195128440857, 0.07610549032688141, 0.06130518764257431, -0.01472958829253912, -0.024190953001379967, 0.0032575251534581184, -0.007070889696478844, 0.0005893317866139114, -0.02405478060245514, -0.03334992378950119, -0.0273765716701746, -0.09926792979240417, -0.031168334186077118, 0.02807062864303589, -0.016869153827428818, -0.03923521563410759, 0.025968117639422417, 0.016621660441160202, -0.030273523181676865, 0.01636706292629242, -0.04981201887130737, 0.02984139882028103, -0.012087555602192879, -0.017423929646611214, -0.0028682600241154432, 0.03735911101102829, -0.0004994934424757957, 0.011134292930364609, 0.01635286584496498, -0.059843093156814575, 0.004152829293161631, -0.013413439504802227, 0.014130596071481705, 0.03734228014945984, 0.013698372058570385, -0.010702978819608688 ]
[ -0.0836823433637619, -0.011788811534643173, -0.02604909986257553, -0.01961667090654373, 0.058986373245716095, -0.016892166808247566, -0.004082445986568928, 0.02820531465113163, 0.012985722161829472, -0.04258880019187927, -0.0035967265721410513, -0.03556811437010765, -0.0019967614207416773, -0.03583303838968277, 0.08377347886562347, -0.0037784110754728317, -0.036321304738521576, -0.06914448738098145, 0.03585028275847435, 0.035211339592933655, -0.004598149564117193, -0.07702311128377914, -0.04678068310022354, -0.014532430097460747, 0.008773566223680973, 0.026155034080147743, 0.05543965846300125, -0.03383536636829376, 0.030619041994214058, -0.23113557696342468, -0.003050308907404542, 0.04194054380059242, 0.005969909485429525, -0.02265777997672558, 0.018935121595859528, 0.04549875855445862, 0.006143378559499979, -0.01957481913268566, 0.023109067231416702, 0.015763666480779648, -0.004192148335278034, 0.027096519246697426, -0.026077667251229286, -0.03028142638504505, 0.019017063081264496, -0.003212563693523407, -0.02704749070107937, -0.015370546840131283, -0.05838290601968765, -0.022468702867627144, -0.018890513107180595, -0.0065355682745575905, -0.017943531274795532, -0.0020252945832908154, -0.013577518984675407, 0.05219343677163124, 0.0473020039498806, 0.04259423539042473, 0.026026511564850807, 0.019362453371286392, 0.0283892210572958, -0.011836094781756401, -0.14989006519317627, 0.09930762648582458, 0.042384497821331024, 0.05596090108156204, -0.039240121841430664, -0.0035215397365391254, -0.033053427934646606, 0.09247451275587082, -0.0003034150577150285, -0.044797997921705246, -0.038496434688568115, -0.015637846663594246, 0.01877627894282341, 0.018619785085320473, 0.003846237901598215, 0.02488643489778042, 0.02500474452972412, -0.04350046068429947, -0.0028778426349163055, 0.0199515949934721, -0.037982743233442307, -0.008969991467893124, -0.04797198623418808, 0.029964040964841843, 0.00535708200186491, 0.035118088126182556, 0.01743253692984581, 0.026691919192671776, 0.0308978408575058, 0.0016915029846131802, 0.026372330263257027, -0.019138874486088753, -0.0910840556025505, 0.018491193652153015, -0.0005362923257052898, -0.020708374679088593, -0.02737758494913578, 0.4466567933559418, 0.0067505426704883575, -0.01461796648800373, 0.051775604486465454, 0.03783184662461281, -0.0009348131134174764, 0.018382657319307327, -0.00892985425889492, -0.04448236525058746, 0.0696168839931488, -0.004585638176649809, 0.003364404896274209, 0.017722556367516518, 0.056477997452020645, -0.05758685991168022, 0.014774085022509098, -0.006387465167790651, -0.021608585491776466, 0.027136661112308502, 0.0065147303976118565, -0.028963971883058548, -0.0045307110995054245, 0.02851867489516735, 0.03485961630940437, 0.033352844417095184, -0.026939207687973976, -0.01866437867283821, 0.012981506064534187, 0.03809991851449013, 0.02062675543129444, -0.025151681154966354, 0.040223877876996994, -0.05301612988114357, -0.028990846127271652, -0.0055218655616045, 0.020324474200606346, 0.0015618785982951522, 0.008102751336991787, -0.013976991176605225, -0.03757233917713165, 0.05900823697447777, -0.010838882997632027, 0.0008913277415558696, 0.050283901393413544, -0.046636488288640976, -0.026457224041223526, 0.14347250759601593, 0.022135065868496895, -0.04494491219520569, -0.03274472802877426, 0.013855008408427238, 0.009202704764902592, 0.06387428194284439, 0.0137550700455904, -0.07327880710363388, 0.004397321026772261, 0.02109399251639843, 0.06677329540252686, 0.0008782843360677361, -0.062013883143663406, -0.0017623257590457797, 0.01468366477638483, -0.020255716517567635, -0.07401938736438751, 0.09182221442461014, 0.05286656692624092, -0.12662753462791443, -0.01033121719956398, 0.004662603139877319, 0.029658401384949684, -0.04949876666069031, -0.01798766851425171, 0.001181089784950018, 0.00040135325980372727, 0.018458563834428787, 0.026051854714751244, -0.03358585387468338, -0.06750268489122391, 0.006717266049236059, 0.03471401706337929, 0.004494375549256802, 0.0000656035408610478, 0.020939961075782776, -0.03597566857933998, -0.0010269231861457229, 0.003744367975741625, -0.07335852086544037, -0.046816300600767136, -0.015787769109010696, -0.05617181584239006, -0.016347166150808334, -0.02613542415201664, 0.0038296817801892757, -0.06425769627094269, 0.11285797506570816, -0.006630165968090296, -0.012032004073262215, 0.017813600599765778, -0.017617447301745415, -0.03560555353760719, -0.008847944438457489, -0.05410127341747284, 0.04267426207661629, -0.04398932307958603, 0.010059783235192299, -0.09465218335390091, 0.04581049457192421, 0.03733890876173973, -0.026045633479952812, 0.046987004578113556, 0.02821310982108116, -0.02078174613416195, -0.02221231907606125, -0.01381670217961073, 0.02569202147424221, -0.002896161051467061, 0.015177890658378601, 0.03647325560450554, 0.04811691492795944, -0.02657884731888771, 0.03863811865448952, 0.004639302846044302, 0.05652394890785217, -0.008954598568379879, -0.34859731793403625, -0.06097850203514099, -0.051239632070064545, 0.0035793434362858534, -0.003724642563611269, -0.020759383216500282, 0.019665049389004707, 0.015117899514734745, -0.027705078944563866, 0.038114335387945175, 0.0791601836681366, 0.04407472535967827, -0.04106232151389122, -0.06984192878007889, -0.006837733089923859, 0.012206317856907845, 0.0033549757208675146, 0.002711700974032283, -0.06780867278575897, 0.00167702860198915, -0.004630266223102808, 0.023088810965418816, -0.01376015692949295, -0.032929085195064545, 0.013703529722988605, -0.0025805903133004904, 0.09755559265613556, -0.034573666751384735, 0.06145033612847328, -0.014105618000030518, 0.037708576768636703, 0.023878518491983414, 0.011901753023266792, -0.05771632865071297, 0.019433079287409782, -0.022972334176301956, 0.008560619316995144, -0.04328034445643425, 0.025363197550177574, -0.049369629472494125, -0.06434975564479828, 0.006742072757333517, -0.045972879976034164, -0.04700961709022522, -0.035798460245132446, 0.016287734732031822, -0.03651880472898483, -0.0186360664665699, -0.06416218727827072, 0.061421073973178864, 0.009456322528421879, 0.023742200806736946, 0.03542786091566086, 0.007896682247519493, -0.05548427253961563, -0.02713433839380741, -0.07118093222379684, 0.022400114685297012, 0.00492079509422183, -0.009527837857604027, 0.0016569187864661217, 0.054207589477300644, 0.03542701527476311, -0.048698265105485916, 0.007270211819559336, -0.012408996932208538, 0.01050771027803421, 0.001884052762761712, 0.06276442855596542, -0.0034141140058636665, -0.01093464158475399, 0.07152765244245529, -0.002080264501273632, -0.01685957983136177, 0.025314606726169586, 0.0014287387020885944, -0.025801220908761024, 0.006467307917773724, -0.013217789120972157, 0.0037793973460793495, 0.061461400240659714, -0.049620069563388824, 0.04082963615655899, -0.007652883883565664, 0.017446618527173996, 0.018067410215735435, 0.019110998138785362, -0.0320400595664978, 0.05790602043271065, 0.0024828293826431036, -0.041497211903333664, -0.005398533772677183, -0.03603189438581467, -0.04971319064497948, 0.0667630061507225, 0.005402891431003809, -0.24153755605220795, 0.019384916871786118, 0.04933680593967438, 0.06031562760472298, -0.004753943998366594, 0.028152279555797577, 0.032215043902397156, -0.04874541983008385, 0.005740236025303602, -0.0051678018644452095, 0.030642211437225342, 0.038886621594429016, 0.012723752297461033, 0.026426339522004128, 0.0364791639149189, 0.008513971231877804, 0.0699273869395256, -0.023429619148373604, 0.01112056989222765, -0.023957842960953712, -0.004027863964438438, -0.007733957376331091, 0.17478609085083008, -0.014902843162417412, 0.047040168195962906, 0.008086836896836758, -0.011446981690824032, -0.0022308321204036474, 0.013749353587627411, 0.035127539187669754, -0.006960575468838215, 0.006371690426021814, 0.05197088420391083, -0.02415616437792778, 0.009207374416291714, -0.05100717768073082, -0.017821263521909714, 0.040374841541051865, 0.041585009545087814, 0.022196266800165176, 0.015061991289258003, -0.018862802535295486, -0.01437382958829403, 0.02168821170926094, 0.04851148650050163, 0.026148227974772453, -0.00971323810517788, -0.03740067034959793, -0.03761407732963562, -0.006204165518283844, -0.036196961998939514, -0.06314734369516373, 0.009108331985771656, -0.008830137550830841, 0.015155915170907974, 0.04597044363617897, 0.04160834476351738, -0.03975670784711838, -0.0035099408123642206, 0.011925013735890388, 0.002648151246830821, -0.04652456194162369, 0.06087987869977951, 0.040200717747211456, 0.018868999555706978 ]
[ -0.04645868390798569, -0.007571619935333729, 0.0029239431023597717, 0.010679962113499641, -0.004366437438875437, 0.0002415927010588348, -0.014621063135564327, 0.035750072449445724, -0.004469587001949549, -0.01089586690068245, 0.011205562390387058, 0.0220564603805542, 0.000005593999958364293, -0.006138804834336042, 0.040770675987005234, -0.011914512142539024, 0.029920976608991623, -0.020815368741750717, 0.010428616777062416, -0.020543361082673073, -0.021223442628979683, 0.028488827869296074, -0.0328611396253109, 0.005504145752638578, -0.021957887336611748, 0.004044879227876663, -0.026689438149333, 0.0075920503586530685, 0.05511661618947983, -0.14403373003005981, -0.020400406792759895, -0.009412795305252075, -0.008258887566626072, 0.020871449261903763, 0.02786598913371563, 0.0070978919975459576, 0.020092153921723366, -0.00905230175703764, 0.03251394256949425, -0.012684036046266556, 0.05397368222475052, -0.030105212703347206, -0.000818072643596679, -0.01757003739476204, 0.026376262307167053, 0.021368486806750298, -0.030678046867251396, -0.004700495395809412, 0.009621446020901203, -0.023656228557229042, -0.01896754465997219, -0.01653677597641945, 0.02006739191710949, 0.011953568086028099, 0.02390717901289463, 0.017499428242444992, 0.017052078619599342, 0.0011965612648054957, 0.0031972655560821295, -0.001756561454385519, -0.0023278684820979834, -0.002974738599732518, -0.06315375119447708, -0.0014465141575783491, -0.008525713346898556, -0.0039063710719347, -0.03553696349263191, 0.01675083301961422, -0.052011750638484955, -0.0032593421638011932, -0.027409115806221962, -0.0027982075698673725, -0.03220565989613533, -0.029571084305644035, 0.02769305184483528, 0.027207305654883385, 0.01823040470480919, -0.00653616338968277, 0.026454629376530647, -0.04312087967991829, -0.017865443602204323, 0.04956920072436333, 0.016568951308727264, -0.010072406381368637, -0.03401777148246765, -0.01263011246919632, 0.020607439801096916, -0.019008561968803406, 0.015912001952528954, -0.022955041378736496, -0.03292832523584366, 0.006415674462914467, 0.008341355249285698, -0.012049741111695766, -0.09006531536579132, -0.017684316262602806, 0.01844293437898159, -0.028776468709111214, 0.01454144436866045, 0.8546403646469116, 0.01968485489487648, 0.02717157080769539, 0.022305700927972794, 0.024434033781290054, 0.002376754069700837, -0.009640723466873169, -0.016738256439566612, 0.031142059713602066, 0.029056543484330177, -0.024577759206295013, -0.005951350554823875, 0.03659393638372421, 0.010754489339888096, 0.005309278145432472, 0.0014521131524816155, -0.007791937328875065, 0.0007620718097314239, 0.01659032702445984, -0.008020828478038311, -0.008963493630290031, -0.0014069699682295322, 0.0009870952926576138, 0.0025576078332960606, -0.023292485624551773, -0.0007190184551291168, -0.17666807770729065, 0.007337244693189859, -9.451313269921022e-33, 0.026444850489497185, -0.017241649329662323, -0.011872127652168274, -0.010572620667517185, 0.05326501652598381, 0.0023069095332175493, 0.022367438301444054, 0.02213032729923725, -0.01144175324589014, -0.011484600603580475, -0.038385000079870224, -0.02963387221097946, -0.02683607116341591, -0.0030392969492822886, 0.008575315587222576, -0.014208287000656128, -0.03129754588007927, 0.03144746646285057, -0.005352649372071028, 0.005156611558049917, 0.04480120167136192, -0.005051504820585251, -0.008498258888721466, 0.02044074237346649, 0.010205789469182491, -0.006767395418137312, -0.023740436881780624, 0.027517415583133698, 0.020316435024142265, -0.03433861956000328, -0.010772215202450752, 0.031698260456323624, 0.005984985735267401, -0.0044159237295389175, -0.06604524701833725, -0.03850022330880165, -0.05455270782113075, -0.007891736924648285, -0.0010146390413865447, -0.05081768333911896, -0.020778723061084747, -0.01466294378042221, -0.05309984087944031, -0.003721507266163826, -0.0416802279651165, 0.009581808932125568, 0.0290458295494318, -0.0049858856946229935, 0.012448398396372795, -0.028059162199497223, 0.005330564454197884, -0.023908544331789017, -0.000324790074955672, 0.001856020768173039, -0.013610923662781715, 0.0017728573875501752, -0.0008250382379628718, -0.017641259357333183, 0.022882193326950073, 0.009008467197418213, -0.011511414311826229, -0.00696137547492981, -0.03669852018356323, 0.03048260137438774, -0.011908532120287418, -0.0028498366009444, 0.01840607449412346, -0.009522675536572933, -0.021506156772375107, -0.012593013234436512, -0.048532143235206604, -0.0036906409077346325, -0.0214364193379879, -0.01754474826157093, 0.029591048136353493, -0.037046048790216446, 0.01134584192186594, 0.042077284306287766, -0.010744431056082249, 0.03581672161817551, -0.01028174627572298, 0.02335609681904316, 0.007945406250655651, 0.014407378621399403, -0.01709790900349617, -0.007539436686784029, 0.029663605615496635, -0.02012452483177185, -0.007877906784415245, 0.0054926336742937565, 0.00947590172290802, 0.020341182127594948, 0.0007194297504611313, 0.003892812179401517, 0.016360323876142502, 9.123590587699553e-33, 0.008331596851348877, 0.01467204000800848, -0.013545937836170197, -0.009981744922697544, 0.005500857252627611, -0.027785751968622208, 0.027246056124567986, 0.021623391658067703, -0.01899433694779873, 0.04630304500460625, -0.0166338924318552, 0.03038329817354679, -0.03645632043480873, 0.0202801376581192, 0.02206362783908844, -0.03038521111011505, 0.0009869018103927374, -0.030981814488768578, 0.0376037135720253, 0.0283660888671875, 0.04882369562983513, -0.01531729381531477, -0.004013132303953171, 0.018580710515379906, 0.01930897682905197, 0.06701218336820602, -0.014104058034718037, 0.015987826511263847, -0.015733197331428528, -0.022843798622488976, -0.010752410627901554, -0.03345813974738121, 0.026786329224705696, -0.01617532968521118, 0.020485268905758858, -0.0003933694679290056, -0.025289861485362053, 0.018122073262929916, 0.011367427185177803, -0.010596809908747673, 0.009674277156591415, 0.0007960207294672728, -0.01571086049079895, 0.0232735276222229, 0.03165688365697861, 0.01522776111960411, 0.01600600779056549, -0.08000879734754562, 0.010028483346104622, 0.023770488798618317, 0.014398235827684402, 0.03094787336885929, 0.050231751054525375, 0.047387100756168365, -0.041105255484580994, -0.02168896608054638, 0.007414808962494135, 0.01777275837957859, 0.012259014882147312, -0.0026826385874301195, -0.010242749936878681, 0.016893820837140083, -0.03486264497041702, -0.0018874526722356677, -0.02528132125735283, -0.01793956756591797, 0.002613288816064596, -0.01243506371974945, 0.04545868560671806, -0.02781623788177967, -0.031648747622966766, -0.012038535438477993, 0.00036669764085672796, 0.014096406288444996, 0.003854236099869013, -0.03384563699364662, -0.036309175193309784, -0.015195903368294239, 0.008180497214198112, 0.010528786107897758, 0.00835234671831131, 0.010373104363679886, 0.01378971803933382, 0.02146686054766178, -0.007135279476642609, 0.01926494762301445, 0.01627063751220703, 0.0442647859454155, 0.022531267255544662, 0.024104349315166473, -0.017348263412714005, -0.026439476758241653, 0.014741061255335808, 0.010149478912353516, 0.00221238867379725, -1.4564466965794054e-8, 0.005241208244115114, -0.0014785908861085773, 0.008909016847610474, 0.0008007423020899296, 0.0140912514179945, -0.022554144263267517, 0.014915572479367256, 0.00010267840116284788, -0.016497734934091568, 0.03075310029089451, -0.00949019193649292, 0.011111955158412457, -0.034228332340717316, 0.03736187145113945, -0.001984454458579421, -0.03365076333284378, -0.024264102801680565, -0.002088561886921525, 0.030314704403281212, 0.01509143691509962, 0.01865806244313717, 0.05563381686806679, -0.01153587643057108, -0.0007178190280683339, 0.04327075555920601, -0.012841935269534588, 0.00478629395365715, -0.09653261303901672, 0.011211361736059189, -0.0019212302286177874, 0.013026045635342598, -0.022269869223237038, -0.03653878718614578, 0.02393818274140358, -0.01899849995970726, -0.018047276884317398, 0.01705862581729889, 0.0012076286366209388, 0.0225616954267025, -0.0062651303596794605, -0.003237516153603792, 0.014400776475667953, 0.005124115850776434, -0.027254743501544, -0.010215291753411293, 0.015341930091381073, -0.014949461445212364, 0.01584046147763729, 0.010412761010229588, 0.0011166388867422938, 0.003957353997975588, -0.008248438127338886, 0.01680397242307663, 0.010448504239320755, -0.020064907148480415, -0.03917936980724335, -0.005638422444462776, -0.03897930681705475, -0.011394009925425053, -0.02467031031847, 0.02807064726948738, 0.038638439029455185, 0.02104341611266136, -0.017669975757598877 ]
ddd-recognising-relationships-between-bounded-contexts
https://markhneedham.com/blog/2009/03/30/ddd-recognising-relationships-between-bounded-contexts
false
2009-03-01 16:43:46
NUnit: Tests with Context/Spec style assertions
[ "c", "net", "nunit" ]
[ ".NET" ]
I recently started playing around with http://twitter.com/bellware[Scott Bellware's] http://code.google.com/p/specunit-net/[Spec-Unit] and http://twitter.com/aaronjensen[Aaron's Jensen's] http://codebetter.com/blogs/aaron.jensen/archive/2008/05/08/introducing-machine-specifications-or-mspec-for-short.aspx[MSpec], two frameworks which both provide a way of writing Context/Spec style tests/specifications. What I particularly like about this approach to writing tests is that we can divide assertions into specific blocks and have them all evaluated even if an earlier one fails. http://www.nunit.org/index.php[NUnit] is our testing tool of choice at the moment and we wanted to try and find a way to test the mapping between the domain and service layers of the application. Testing in the normal way was resulting in a test that was absolutely massive and a bit of a nightmare to debug when something changed. Luckily http://twitter.com/davcamer[Dave] came up with the idea of using the TestFixtureSetUp attribute on a method which would setup the test data and then call the appropriate method on the object under test. We could then have smaller tests which asserted various parts of the mapping. [source,csharp] ---- [TestFixture] public class FooAdaptorTest { private Foo foo; private FooMessage fooMessage; [TestFixtureSetUp] public void GivenWeTransformAFoo() { foo = new Foo { Bar = "bar", Baz = "baz" }; fooMessage = new FooAdaptor().MapFrom(foo); } [Test] public void ShouldMapBar() { Assert.AreEqual(foo.Bar, fooMessage.Bar); } [Test] public void ShouldMapBaz() { Assert.AreEqual(foo.Baz, fooMessage.Baz); } } ---- Of course this is a very simple example, and in a real example we would test more than just one property per test. The Setup method does get pretty big depending on how much mapping needs to be done but it seems a reasonable trade off for the increased readability we get in the smaller size of each of the tests. I know this isn't the normal way of using NUnit but I think it's cool to try and think outside the normal approach to find something that works better for us.
null
null
[ 0.018422303721308708, -0.014578179456293583, -0.02709268219769001, 0.03962098807096481, 0.07773091644048691, 0.029142720624804497, 0.042470287531614304, 0.02374771051108837, 0.017519786953926086, -0.012207386083900928, -0.008748173713684082, 0.019327417016029358, -0.06297915428876877, 0.003466089256107807, -0.020660871639847755, 0.07193897664546967, 0.07456029206514359, -0.01995905488729477, 0.0624392069876194, 0.004930977709591389, 0.014384831301867962, 0.04389417544007301, 0.015695845708251, 0.025699881836771965, 0.021351512521505356, 0.04786073789000511, 0.0364881306886673, 0.005199841223657131, -0.06967437267303467, -0.013600357808172703, 0.02669682912528515, -0.0062837074510753155, 0.008617161773145199, -0.018840361386537552, 0.008592808619141579, -0.003281454788520932, -0.006496576126664877, 0.017669351771473885, -0.00725560775026679, -0.007533011492341757, -0.07550060003995895, 0.03736196458339691, -0.022210707888007164, 0.008155531249940395, -0.05113576725125313, 0.0179740022867918, -0.024333808571100235, -0.004297486040741205, -0.03839932382106781, -0.006100127939134836, -0.08409525454044342, 0.05912398919463158, -0.04766474664211273, 0.008484462276101112, -0.00026922955294139683, 0.04929686337709427, 0.028675835579633713, -0.08221035450696945, 0.03144083544611931, -0.05342794954776764, -0.010803071781992912, -0.019265761598944664, -0.0066503421403467655, 0.029447786509990692, 0.020096367225050926, -0.02321954444050789, -0.017491919919848442, 0.0362991988658905, -0.05949872359633446, -0.00019581949163693935, 0.002688557142391801, -0.01381600834429264, -0.006881161592900753, -0.041044026613235474, 0.029340291395783424, -0.03792407736182213, -0.008499513380229473, 0.05591599643230438, -0.007079767063260078, 0.03281664475798607, -0.021978937089443207, -0.011133033782243729, 0.04275280609726906, 0.0097450977191329, 0.006804025266319513, -0.03576541692018509, -0.013556884601712227, 0.02494565024971962, -0.034712959080934525, 0.09513430297374725, 0.03232382610440254, -0.025799622759222984, 0.020011484622955322, 0.024597229436039925, 0.008311417885124683, 0.009427929297089577, 0.015088679268956184, -0.0003648189303930849, -0.0005959015688858926, -0.026179969310760498, -0.021115753799676895, -0.01327571365982294, 0.02229280024766922, 0.027780039235949516, -0.07160519808530807, -0.010283819399774075, -0.03219429403543472, -0.0311649851500988, 0.018684659153223038, 0.020804675295948982, -0.024187229573726654, 0.00856025144457817, -0.016310065984725952, 0.00927090272307396, -0.0748511403799057, 0.04954332485795021, 0.010124812833964825, -0.019975125789642334, -0.006814711727201939, 0.047712720930576324, 0.05685669556260109, 0.035999003797769547, -0.02588074654340744, 0.0777946263551712, -0.006177541334182024, 0.03708051145076752, -0.020397648215293884, 0.055062029510736465, -0.012554206885397434, -0.04894929751753807, -0.030830634757876396, 0.014676765538752079, 0.012917115353047848, 0.03482542932033539, -0.0037138659972697496, -0.03639710694551468, 0.020527660846710205, -0.033310938626527786, 0.024604905396699905, 0.037487756460905075, -0.015617688186466694, -0.019804086536169052, 0.016238166019320488, -0.0214559156447649, 0.018973415717482567, 0.02091711200773716, -0.0032124649733304977, -0.02877376601099968, -0.03022387996315956, 0.05528337508440018, 0.013643255457282066, 0.025175392627716064, 0.03933360427618027, -0.016979385167360306, 0.015796832740306854, 0.058016855269670486, -0.0016020230250433087, 0.021180415526032448, 0.005403250455856323, 0.02652200311422348, 0.023548290133476257, 0.03766915574669838, 0.02131943590939045, 0.05824682116508484, 0.012322464026510715, 0.01374677661806345, -0.005269050598144531, 0.041543565690517426, -0.01125869806855917, 0.001583631383255124, -0.049812182784080505, -0.09506072103977203, 0.0483269989490509, -0.0363239049911499, 0.0033538907300680876, 0.029693806543946266, 0.06481851637363434, 0.0084056556224823, 0.04386753588914871, 0.018208906054496765, -0.07065685093402863, 0.03441527858376503, 0.03264549374580383, 0.01098804734647274, 0.01706765964627266, -0.006878201384097338, 0.06308427453041077, 0.01809200644493103, -0.037021733820438385, 0.021647116169333458, -0.07965264469385147, -0.10142073780298233, -0.004803660325706005, -0.023656414821743965, 0.06493094563484192, -0.026968099176883698, -0.014009073376655579, 0.0731031745672226, 0.023498818278312683, 0.027407342568039894, 0.04626483470201492, -0.015968188643455505, 0.029051613062620163, -0.03719092532992363, -0.04032687842845917, 0.04985888674855232, 0.0453173853456974, -0.02072799950838089, -0.06862907111644745, -0.01098807156085968, -0.015464133583009243, 0.0048987241461873055, 0.019007639959454536, -0.000008692629307915922, 0.04718930274248123, 0.01056471187621355, 0.05417931079864502, -0.025127999484539032, 0.0758313238620758, -0.07511553913354874, 0.02290416695177555, -0.048527806997299194, -0.01966007985174656, -0.022186465561389923, -0.0031860012095421553, 0.11823232471942902, 0.042748816311359406, -0.046317603439092636, -0.04698958620429039, -0.002339747501537204, 0.02373681403696537, -0.04071784391999245, 0.006653730757534504, -0.013879502192139626, 0.006234935484826565, 0.020925845950841904, -0.05566146969795227, -0.009227501228451729, 0.02165496163070202, -0.027106601744890213, 0.043184977024793625, 0.06486459821462631, -0.01861090026795864, 0.04602988436818123, 0.019361086189746857, -0.027176477015018463, 0.011468231678009033, -0.04343637824058533, -0.05540210008621216, 0.02531978115439415, 0.02933998964726925, -0.01847575232386589, 0.06634589284658432, -0.0124220484867692, -0.050141509622335434, -0.013910878449678421, -0.04471822828054428, 0.031453825533390045, 0.025179142132401466, 0.057526588439941406, -0.004495678469538689, 0.05044448748230934, -0.0156800989061594, 0.0404299795627594, -0.00702280830591917, -0.03863897547125816, 0.004638245794922113, 0.012255202978849411, -0.013260368257761002, 0.03404312580823898, 0.020772458985447884, -0.004180596210062504, 0.04609151557087898, 0.02289203368127346, -0.019664956256747246, -0.023456202819943428, 0.03962195664644241, 0.0018069142242893577, -0.04543090984225273, -0.0388360396027565, -0.040200140327215195, 0.0328071154654026, -0.03344146907329559, -0.019668232649564743, 0.02448909357190132, -0.0780891478061676, 0.03730876371264458, -0.08026071637868881, -0.05042463168501854, 0.006741594523191452, 0.033599574118852615, 0.026583148166537285, 0.001017939648590982, 0.02778303064405918, 0.056130122393369675, -0.003146503120660782, 0.008023081347346306, 0.005673282314091921, 0.013544402085244656, 0.026183519512414932, -0.008267614059150219, 0.03073497861623764, 0.0003223242820240557, 0.010283788666129112, 0.03615265339612961, -0.07025385648012161, 0.007972686551511288, 0.004903641529381275, -0.27138280868530273, 0.04371564835309982, 0.0019650436006486416, -0.04983663186430931, 0.0490708090364933, -0.04570409283041954, 0.011545228771865368, -0.04002884775400162, -0.00966121256351471, 0.05582401156425476, -0.025218911468982697, -0.019013460725545883, -0.028209106996655464, 0.03126667067408562, -0.0189189575612545, -0.015126384794712067, -0.006477945484220982, -0.05691809207201004, 0.04948088526725769, 0.03936105594038963, 0.01320401020348072, -0.07585567235946655, 0.032491717487573624, 0.0474783256649971, 0.03124341554939747, 0.08386055380105972, -0.11464763432741165, 0.06429716944694519, -0.00584761705249548, -0.013426988385617733, 0.02741984650492668, -0.022099824622273445, -0.030778219923377037, -0.009375732392072678, -0.017504636198282242, 0.0002983340236824006, 0.026458246633410454, 0.002821355825290084, -0.006670860107988119, 0.004515212029218674, 0.011684037744998932, -0.050286948680877686, -0.042377207428216934, -0.0050936732441186905, 0.072268046438694, -0.018040450289845467, -0.055594369769096375, -0.00945559237152338, -0.03492609038949013, 0.0761546865105629, -0.03776877000927925, -0.019696298986673355, 0.0061949254013597965, 0.04913826659321785, -0.030151942744851112, -0.04108230024576187, 0.0160832442343235, -0.0035076604690402746, -0.0668429285287857, -0.02897343412041664, -0.02814377285540104, -0.06160062551498413, -0.033391889184713364, -0.04140376299619675, -0.018435845151543617, -0.06543102115392685, -0.06238272041082382, -0.014219664968550205, 0.06014963611960411, 0.0021734535694122314, -0.024359453469514847, -0.00576447369530797, -0.007655076216906309, -0.1143273338675499, 0.010691037401556969, -0.03634502366185188, -0.02521110512316227, -0.021274929866194725, 0.01597159542143345, 0.05474398657679558, -0.03361903876066208, -0.02768111228942871, 0.047632183879613876, 0.003094603307545185, 0.006493979599326849, -0.0012615543091669679, 0.006879808381199837, 0.004338947124779224, -0.025630779564380646, 0.020642593502998352, 0.08364330232143402, -0.014488211832940578, -0.019773773849010468, -0.04693739488720894, 0.010103525593876839, 0.026274682953953743, 0.03619252145290375, 0.025017688050866127, 0.005138818174600601, 0.01402721181511879, 0.014698456041514874, -0.05897091329097748, 0.03715890645980835, -0.012042130343616009, 0.014801201410591602, -0.032631974667310715, -0.05131211504340172, 0.03710339963436127, 0.017905695363879204, 0.03987845033407211, -0.03145098686218262, -0.034861255437135696, -0.000932583527173847, -0.049493927508592606, -0.035678036510944366, -0.03261376917362213, -0.0038635560777038336, 0.021427078172564507, -0.005675843451172113, -0.014866684563457966, -0.019918126985430717, 0.013575173914432526, 0.020994246006011963, -0.01057574525475502, -0.04777463898062706, -0.05457014963030815, -0.010495221242308617, 0.00046481299796141684, 0.010721957311034203, 0.0032681836746633053, -0.024122795090079308, 0.017952432855963707, 0.025855407118797302, -0.022550933063030243, 0.01358583103865385, -0.0069062975235283375, -0.01856508105993271, -0.03168417513370514, 0.011923382058739662, -0.012175639159977436, -0.011132711544632912, -0.005669981706887484, -0.0013329789508134127, 0.008698737248778343, 0.042040951550006866, 0.0073865563608706, 0.03536356985569, 0.007601248100399971, 0.006386206019669771, 0.0035199217963963747, 0.01782952807843685, -0.06426792591810226, 0.018527811393141747, -0.015985241159796715, -0.019832294434309006, -0.0013939151540398598, 0.03655003756284714, -0.0214697252959013, -0.030180709436535835, -0.039421211928129196, 0.0316244438290596, -0.05001909285783768, -0.05039689317345619, -0.013766227290034294, -0.002573322271928191, 0.07089247554540634, -0.0371268168091774, 0.05140635743737221, -0.04546758532524109, -0.03194470703601837, 0.028160057961940765, -0.0324130542576313, -0.03505493700504303, 0.028963202610611916, -0.007159622851759195, 0.025004597380757332, 0.012976879253983498, 0.03324144706130028, 0.04622381180524826, 0.02776842750608921, 0.028074320405721664, -0.02878110483288765, 0.021832574158906937, 0.016650056466460228, 0.04438960179686546, 0.018236447125673294, -0.0043095070868730545, 0.00850061234086752, -0.03272319957613945, -0.012572059407830238, -0.029167190194129944, -0.026196451857686043, -0.00659434637054801, 0.050922807306051254, -0.04314004257321358, -0.08063354343175888, 0.023438554257154465, 0.0058141485787928104, 0.030646415427327156, -0.007568017579615116, 0.006976240314543247, 0.006665999535471201, -0.014997330494225025, 0.06326183676719666, 0.05539048835635185, -0.05883041024208069, 0.013722340576350689, 0.008525741286575794, 0.010564354248344898, 0.01582096889615059, 0.011690622195601463, -0.037111978977918625, -0.010321675799787045, 0.0006926081841811538, -0.013699736446142197, -0.06100069358944893, -0.01771143451333046, -0.011641710996627808, 0.02041543833911419, -0.023022612556815147, -0.03888868913054466, -0.019806070253252983, 0.008794143795967102, -0.017178017646074295, -0.027781175449490547, 0.03266521915793419, -0.010813354514539242, 0.013219174928963184, 0.024184081703424454, -0.044831741601228714, 0.011196242645382881, -0.026633989065885544, 0.01646592654287815, 0.027251726016402245, 0.0009653153247199953, -0.028733354061841965, -0.04817121475934982, -0.009886633604764938, -0.0016942728543654084, 0.03279658406972885, 0.007724294904619455, -0.02793598733842373, -0.030170302838087082, 0.007813646458089352, -0.03295418247580528, 0.021114258095622063, 0.023319730535149574, -0.00953636597841978, 0.02111668512225151, 0.045201655477285385, -0.004204925149679184, 0.036272499710321426, -0.0032389434054493904, 0.023147102445364, 0.07423003017902374, -0.08896039426326752, -0.026012126356363297, -0.026015613228082657, -0.09740670025348663, -0.007492882665246725, 0.005869161803275347, 0.015235329046845436, -0.03188306838274002, 0.03595799207687378, 0.01975124329328537, -0.007627315819263458, 0.04010298103094101, -0.005973661784082651, 0.016582198441028595, -0.07480519264936447, 0.011108174920082092, -0.06303854286670685, 0.010092571377754211, 0.06620033085346222, -0.0012925134506076574, -0.0285709910094738, -0.02011999487876892, -0.024851441383361816, 0.024564391002058983, -0.0091920280829072, -0.0212390199303627, 0.035848382860422134, -0.02910289540886879, -0.021137379109859467, 0.031852465122938156, -0.04241252318024635, 0.0542265959084034, 0.0200556218624115, -0.03965437784790993, -0.018918665125966072, -0.024917451664805412, 0.04149157181382179, 0.005918203387409449, 0.006799441762268543, -0.04809749126434326, -0.015473255887627602, 0.06258939206600189, 0.025593625381588936, 0.03815390542149544, 0.019834235310554504, -0.027514532208442688, 0.026221653446555138, 0.03074387088418007, -0.0054017179645597935, 0.015849247574806213, -0.008752797730267048, -0.018507346510887146, -0.051730573177337646, 0.03380867466330528, 0.014023330062627792, -0.05206166207790375, -0.049194980412721634, 0.05339120328426361, 0.01607491262257099, -0.03682560473680496, -0.057154037058353424, 0.00908601377159357, -0.05148426815867424, -0.03952394425868988, -0.042795803397893906, -0.0010344319744035602, -0.017710594460368156, 0.0645095556974411, 0.0049429358914494514, 0.006773564964532852, 0.08814343810081482, -0.02219579741358757, -0.02347404509782791, -0.016527589410543442, 0.05021246150135994, 0.07089917361736298, 0.03826424106955528, 0.008958191610872746, 0.034431055188179016, -0.03746260702610016, -0.05096854642033577, -0.001626511919312179, -0.008310580626130104, 0.023332983255386353, -0.007889851927757263, 0.006411001551896334, 0.06787702441215515, 0.0017485895659774542, 0.05386832728981972, -0.043378882110118866, 0.006263194140046835, -0.011239688843488693, 0.033800601959228516, 0.015049507841467857, 0.05170544236898422, -0.020823713392019272, 0.032150473445653915, 0.01195160485804081, -0.007718956563621759, 0.020247241482138634, -0.051758307963609695, -0.028284408152103424, 0.019317293539643288, -0.023030543699860573, 0.006286602467298508, -0.00043675777851603925, 0.03733427822589874, 0.0639924630522728, -0.02357041835784912, 0.009748533368110657, 0.02007359452545643, 0.012749976478517056, 0.01006267312914133, -0.010533642955124378, -0.016382239758968353, -0.017825085669755936, -0.008021173998713493, 0.0027589071542024612, 0.005231570452451706, -0.009220455773174763, -0.009639707393944263, 0.051114294677972794, -0.0068672760389745235, 0.008259621448814869, 0.004336441867053509, 0.0183853916823864, -0.03889535740017891, -0.057141318917274475, -0.07816803455352783, -0.04343085736036301, -0.04709877073764801, -0.016165340319275856, 0.01614456996321678, -0.00019219009845983237, -0.048176109790802, -0.026571352034807205, -0.050099994987249374, -0.022561607882380486, 0.03493441268801689, -0.016858510673046112, -0.014414549805223942, 0.024936674162745476, 0.019590921700000763, 0.02805667743086815, 0.03872588649392128, 0.04503374174237251, -0.002383099403232336, -0.0008548095938749611, -0.049352724105119705, 0.011375962756574154, 0.02558719553053379, 0.009309948422014713, 0.03161779046058655, -0.0793812945485115, -0.009236722253262997, 0.011977043002843857, 0.019031021744012833, -0.06503748893737793, 0.013306139037013054, 0.0014413581229746342, -0.02039087377488613, 0.027574781328439713, -0.007725178264081478, 0.023946797475218773, -0.0033332996536046267, -0.011313584633171558, 0.007915212772786617, 0.03377528861165047, 0.024080978706479073, 0.0023285471834242344, 0.08161871135234833, 0.0143857691437006, -0.03079490177333355, -0.03515904024243355, -0.015759313479065895, -0.018434276804327965, 0.03463628888130188, -0.02979561686515808, -0.03690413758158684, -0.0497773252427578, -0.07855687290430069, 0.007331434171646833, 0.016864394769072533, -0.017029615119099617, -0.033984944224357605, 0.00963198859244585, 0.032185666263103485, -0.04873422160744667, 0.04008640721440315, -0.038438696414232254, 0.017717625945806503, -0.03552348166704178, -0.03194259852170944, 0.00449534272775054, 0.009543879888951778, 0.002311528194695711, 0.017405467107892036, 0.016621612012386322, -0.028104819357395172, -0.015105029568076134, -0.010219055227935314, 0.030053524300456047, 0.015211541205644608, -0.01082620769739151, 0.012384346686303616 ]
[ -0.0938350111246109, 0.024041319265961647, -0.022661808878183365, -0.041522059589624405, 0.06474953889846802, -0.046546705067157745, 0.013387582264840603, 0.037731971591711044, -0.008170584216713905, -0.045539408922195435, -0.013984640128910542, -0.04298022389411926, -0.02304771915078163, -0.011793874204158783, 0.10138256847858429, 0.011086801066994667, 0.003364535281434655, -0.054339319467544556, 0.01753818988800049, 0.0021924409084022045, 0.04790933057665825, -0.012071508914232254, -0.041594378650188446, -0.025187108665704727, 0.022365128621459007, 0.02623472362756729, 0.046318020671606064, -0.055115293711423874, 0.0019610561430454254, -0.2142532914876938, 0.012417104095220566, -0.01654154621064663, 0.009608149528503418, -0.0436837375164032, 0.002595668425783515, 0.027336426079273224, 0.016960883513092995, -0.001525399973616004, -0.0041244421154260635, 0.0245869979262352, 0.004506614990532398, 0.010362324304878712, -0.05163734033703804, -0.02201005443930626, 0.038193099200725555, -0.02858337201178074, 0.0006464655161835253, -0.029735004529356956, -0.021599074825644493, 0.005204496439546347, -0.046219948679208755, -0.035625576972961426, 0.006875032093375921, -0.03706492483615875, -0.0044551873579621315, 0.01522674597799778, 0.040120065212249756, 0.07664833962917328, 0.017262551933526993, 0.013606715947389603, 0.027958057820796967, -0.027846096083521843, -0.1384575515985489, 0.08847251534461975, 0.03789907693862915, 0.053307585418224335, -0.020696446299552917, -0.01347627304494381, -0.013952271081507206, 0.07911998778581619, 0.029436655342578888, -0.011286345310509205, -0.02232796512544155, 0.07376289367675781, 0.023028256371617317, 0.013072023168206215, 0.01990772783756256, 0.03166039660573006, 0.04035201668739319, -0.04464712738990784, -0.03823304921388626, -0.03290920332074165, 0.01124255545437336, -0.0023130273912101984, -0.01308463979512453, 0.003280984703451395, -0.011349571868777275, 0.07443083077669144, 0.05291694030165672, 0.017421234399080276, 0.03944231942296028, -0.019988657906651497, 0.01814715936779976, -0.013046328909695148, -0.06920110434293747, -0.032615479081869125, -0.02931854873895645, -0.035996176302433014, -0.02939821593463421, 0.41185295581817627, -0.019185317680239677, -0.010144210420548916, 0.036082472652196884, 0.023123979568481445, 0.004257431253790855, 0.015123655088245869, 0.027124306187033653, -0.05265944078564644, 0.012780431658029556, -0.03926996886730194, 0.01709788665175438, 0.0069997310638427734, 0.03352486342191696, -0.03554954752326012, -0.0024996872525662184, 0.012696593999862671, 0.005120629910379648, 0.016091367229819298, -0.007798343431204557, 0.0038620515260845423, -0.030047133564949036, -0.014240626245737076, 0.01803508587181568, -0.009818363934755325, 0.0324927382171154, -0.02163848653435707, 0.05809110403060913, 0.06971139460802078, 0.021050551906228065, 0.007426521275192499, 0.020560143515467644, -0.03120054490864277, -0.0700230747461319, -0.008640477433800697, 0.028658686205744743, 0.01953873597085476, 0.027056122198700905, -0.009393136017024517, -0.008398435078561306, 0.06009267643094063, -0.029790326952934265, -0.0022238667588680983, 0.043602172285318375, -0.023669740185141563, -0.061999350786209106, 0.10729310661554337, -0.02066272683441639, -0.008829165250062943, -0.006320309359580278, -0.0238944124430418, 0.0288124717772007, 0.03403226658701897, -0.01475132629275322, -0.04052168130874634, -0.0009855694370344281, 0.029444875195622444, 0.04651226848363876, -0.0034495731815695763, -0.03674298897385597, -0.0029056002385914326, -0.002574383979663253, -0.007535459008067846, -0.03268333896994591, 0.06923578679561615, 0.032796233892440796, -0.11775052547454834, -0.04357176646590233, 0.022875025868415833, 0.027417631819844246, -0.08789917081594467, 0.0013993448810651898, 0.007912801578640938, -0.02094508521258831, -0.0465567484498024, -0.0010262251598760486, -0.03566893935203552, -0.026163794100284576, 0.03734881058335304, 0.03353029489517212, 0.024141356348991394, 0.0009091626270674169, 0.004062027204781771, -0.034217771142721176, 0.015512085519731045, -0.01974835991859436, -0.06546993553638458, -0.02120000310242176, -0.021260768175125122, -0.028535857796669006, -0.02998136356472969, -0.029029157012701035, -0.02500135451555252, -0.09537666290998459, 0.08450369536876678, -0.023560987785458565, -0.022135205566883087, 0.032633475959300995, 0.010626580566167831, -0.011886966414749622, -0.03881017863750458, 0.013781169429421425, 0.05648859962821007, -0.012533783912658691, 0.03841768950223923, -0.07459408789873123, 0.06233317404985428, 0.04592281952500343, -0.039534542709589005, 0.05093530938029289, 0.03668302670121193, -0.03133716061711311, -0.027161408215761185, -0.012127215974032879, 0.028629541397094727, -0.009936675429344177, -0.020262733101844788, 0.029105015099048615, 0.011915722861886024, -0.01113035436719656, 0.07135137170553207, -0.03722141310572624, -0.0011258397717028856, -0.028504811227321625, -0.36514124274253845, -0.05124196782708168, -0.0093856081366539, 0.005704472307115793, 0.02485467679798603, -0.04907311499118805, -0.02066647633910179, 0.001584213925525546, 0.0032529740128666162, -0.01824278198182583, 0.1049787774682045, -0.007990286685526371, 0.013690042309463024, -0.0968504399061203, 0.0059535205364227295, -0.0129441162571311, -0.036702267825603485, -0.02975495718419552, -0.025501562282443047, 0.0012589184334501624, -0.026242483407258987, 0.014982039108872414, -0.0034591772127896547, -0.0752187967300415, 0.031515639275312424, -0.031622763723134995, 0.10104987770318985, -0.02715880237519741, 0.10863469541072845, -0.04308842867612839, 0.04050043597817421, -0.004351169336587191, 0.024321069940924644, -0.08992759138345718, 0.01987583562731743, -0.017726408317685127, 0.0019696843810379505, 0.03329155594110489, 0.040895696729421616, -0.02680853381752968, -0.046383149921894073, 0.045281097292900085, -0.045859191566705704, -0.08416581153869629, -0.016201114282011986, -0.009761358611285686, -0.011957725510001183, -0.00211134715937078, -0.010288240388035774, 0.06450536102056503, -0.02137005887925625, -0.01662326045334339, 0.0039462982676923275, 0.028320113196969032, 0.0072478121146559715, -0.028422251343727112, -0.08597394078969955, -0.017857477068901062, -0.0061310892924666405, -0.02652188576757908, 0.06650147587060928, 0.06232152879238129, 0.03171616047620773, -0.053034935146570206, 0.020983342081308365, -0.003855379531159997, -0.009660066105425358, -0.01514564547687769, 0.06324274837970734, -0.0411248505115509, -0.03144288808107376, 0.09149718284606934, -0.005688754376024008, 0.0035758945159614086, 0.02586328610777855, 0.02217104285955429, -0.012492595240473747, -0.009527706541121006, 0.013255552388727665, 0.009451464749872684, 0.023328421637415886, -0.001543197431601584, 0.027275001630187035, -0.03517504781484604, -0.018511667847633362, 0.0460355319082737, -0.022045161575078964, -0.013482979498803616, 0.06549401581287384, 0.0018187457462772727, -0.0225051399320364, 0.016059838235378265, -0.0162727739661932, -0.0719815120100975, 0.0640077218413353, 0.01054935809224844, -0.24012835323810577, 0.010028664954006672, 0.05214948579668999, 0.05775822326540947, -0.03455314785242081, -0.0006324963760562241, 0.0604633167386055, -0.06219157204031944, -0.005834158044308424, 0.01278780773282051, 0.03866113722324371, 0.03436286374926567, 0.01153210923075676, -0.024469174444675446, 0.03284770995378494, 0.020927641540765762, 0.06166597455739975, -0.011185863055288792, 0.011290693655610085, -0.008202719502151012, -0.001265838509425521, -0.024037765339016914, 0.18859857320785522, -0.0098608722910285, 0.017459509894251823, 0.06448566913604736, 0.03024080954492092, 0.0163565743714571, 0.09367267787456512, 0.03450380265712738, 0.039942074567079544, -0.0278970655053854, 0.06855124235153198, -0.0146919135004282, 0.02474306896328926, -0.05979037657380104, -0.003249319037422538, -0.005348703358322382, 0.0201788991689682, 0.004227225668728352, -0.012450299225747585, -0.008661455474793911, -0.016137512400746346, 0.035874348133802414, 0.06248391047120094, 0.013671347871422768, -0.011398782953619957, -0.044437967240810394, -0.06217354163527489, 0.004465586505830288, -0.03426392748951912, -0.030675699934363365, 0.02105402573943138, -0.021075492724776268, 0.008083607070147991, 0.05592251941561699, 0.020596591755747795, -0.043642669916152954, -0.016189496964216232, -0.01558289211243391, -0.0027770076412707567, 0.00026157026877626777, 0.09646113216876984, 0.013790386728942394, 0.052796702831983566 ]
[ -0.024916168302297592, 0.0106691624969244, -0.013725629076361656, 0.024243943393230438, -0.01490213256329298, 0.012674761936068535, 0.0038866179529577494, 0.025271035730838776, -0.015627702698111534, 0.014903855510056019, -0.017065253108739853, -0.01847841590642929, 0.019062595441937447, -0.016118062660098076, 0.04210665449500084, 0.008494852110743523, 0.03490656241774559, -0.0236606877297163, 0.023156557232141495, -0.008922561071813107, -0.007204750087112188, 0.045127592980861664, 0.020513465628027916, -0.01277918741106987, -0.009918980300426483, 0.007630574982613325, -0.032132722437381744, 0.0013553815660998225, 0.01372058130800724, -0.12811484932899475, 0.006560212001204491, -0.009769503958523273, -0.035384245216846466, 0.02446373738348484, -0.01850905269384384, 0.0005230943788774312, 0.03441698104143143, 0.0218835286796093, 0.011757008731365204, 0.0009076721617020667, 0.0036045731976628304, -0.01435029972344637, -0.014812933281064034, -0.004200509283691645, -0.005796052981168032, -0.012286853045225143, -0.00668408814817667, -0.00962299294769764, -0.028355268761515617, -0.02085799351334572, -0.026945985853672028, -0.010367091745138168, -0.004814467392861843, 0.019784869626164436, 0.0164797380566597, -0.0013690530322492123, -0.013012626208364964, -0.007586073596030474, 0.04070800170302391, -0.0060714478604495525, -0.0024543646723031998, 0.0016574040055274963, 0.0042367964051663876, -0.015024994499981403, 0.014870526269078255, -0.002666915999725461, -0.013669692911207676, 0.013519812375307083, -0.009455318562686443, -0.0078109255991876125, -0.03222568705677986, 0.024817897006869316, -0.015522629953920841, 0.04190269485116005, -0.004671907052397728, 0.0222795307636261, 0.008737959899008274, -0.028865855187177658, 0.003258262760937214, -0.011613194830715656, -0.03918371722102165, 0.005444002337753773, 0.013733718544244766, 0.03584045544266701, 0.014103411696851254, -0.004949609283357859, 0.02082877792418003, 0.0036933240480720997, 0.014002613723278046, 0.02170894481241703, -0.01423173863440752, 0.004876468796283007, 0.00035860040225088596, 0.03914828971028328, -0.0535738468170166, -0.02549486979842186, -0.05464896559715271, -0.05273226648569107, -0.004741462878882885, 0.8645919561386108, -0.017232142388820648, 0.025369921699166298, 0.043146803975105286, 0.011137771420180798, -0.014643304981291294, -0.012310074642300606, 0.027524512261152267, -0.00600064592435956, 0.037853341549634933, -0.04073680192232132, 0.031823981553316116, 0.01934194564819336, 0.011229713447391987, -0.009283366613090038, -0.013597136363387108, -0.01575736701488495, 0.011528762057423592, 0.013942879624664783, 0.02314344421029091, 0.024140361696481705, 0.014905682764947414, 0.0044686514884233475, -0.004881496075540781, -0.022498900070786476, 0.027506772428750992, -0.15575110912322998, 0.0042487215250730515, -8.10502546739601e-33, 0.050487618893384933, -0.005570991896092892, -0.005071141757071018, 0.021923286840319633, 0.03316311910748482, -0.004400913137942553, 0.03967347741127014, 0.006234943866729736, 0.0017242924077436328, -0.033520255237817764, -0.000864796806126833, -0.019215434789657593, 0.004029226955026388, -0.022922223433852196, 0.04172460734844208, 0.00812611822038889, -0.0015949351945891976, 0.024486541748046875, 0.030519090592861176, 0.014021201059222221, 0.02541925758123398, 0.05458924546837807, 0.01218782365322113, -0.03480898588895798, 0.0071004885248839855, 0.005683353636413813, 0.03163052350282669, 0.023377809673547745, -0.031296584755182266, -0.0357021726667881, 0.0027155359275639057, 0.008737489581108093, 0.0032442621886730194, -0.0071923998184502125, 0.05698086693882942, -0.036793097853660583, 0.000987589475698769, 0.012863151729106903, -0.002019638894125819, -0.03952467069029808, -0.03645084425806999, -0.029047511518001556, -0.031551092863082886, 0.012471665628254414, -0.027599506080150604, -0.04422853887081146, -0.0411660261452198, -0.030365314334630966, 0.030158529058098793, 0.0035800884943455458, 0.029516883194446564, 0.01969935931265354, 0.008202562108635902, -0.011533799581229687, -0.005389094818383455, 0.0047440240159630775, -0.011083207093179226, 0.0016551365843042731, 0.04488767310976982, 0.03822926804423332, -0.002707317704334855, -0.03202459216117859, -0.033619076013565063, 0.011891534551978111, -0.009901795536279678, -0.032901279628276825, -0.0030556833371520042, -0.015479329973459244, -0.006108313798904419, -0.03516223654150963, -0.04217106103897095, -0.004519374575465918, -0.022334972396492958, 0.004478890914469957, -0.004780332557857037, -0.02453538589179516, -0.013385329395532608, 0.018039768561720848, -0.017063790932297707, 0.011663694866001606, 0.021520614624023438, -0.0016951620345935225, 0.011977714486420155, -0.023894166573882103, 0.013795540668070316, -0.01693066954612732, 0.024560151621699333, -0.014375949278473854, 0.005320245865732431, -0.02233216166496277, 0.018295487388968468, 0.0347212553024292, -0.012335910461843014, -0.016286006197333336, 0.016586139798164368, 8.06061969892576e-33, 0.003677152330055833, -0.006872264668345451, -0.02818940579891205, 0.024781808257102966, -0.016936244443058968, -0.022569019347429276, 0.05497411638498306, -0.000621384650003165, -0.07201157510280609, 0.0420789010822773, -0.0035355715081095695, 0.00504640256986022, -0.034514863044023514, 0.01446708757430315, 0.041844725608825684, -0.02593916840851307, 0.014880774542689323, -0.06056857109069824, 0.05069582536816597, 0.002110299188643694, 0.019332336261868477, 0.008686838671565056, 0.016291074454784393, 0.002525083487853408, -0.028687896206974983, 0.039924196898937225, -0.04922967776656151, 0.017658164724707603, -0.006144206505268812, -0.013653600588440895, -0.006238016299903393, 0.000723720935638994, 0.0064693596214056015, -0.038324255496263504, 0.0045163691975176334, 0.032071199268102646, -0.012517758645117283, -0.017600469291210175, 0.034382712095975876, 0.0010331994853913784, 0.054227735847234726, -0.006831542123109102, 0.0035363018978387117, 0.007621133234351873, 0.008869650773704052, 0.019332237541675568, 0.002440615324303508, -0.048619456589221954, 0.006452860776335001, 0.00019330799113959074, 0.023650502786040306, 0.016686083748936653, 0.02903897501528263, 0.010392993688583374, 0.017003539949655533, -0.015678994357585907, -0.028223633766174316, -0.006509325932711363, -0.006056282203644514, 0.013779349625110626, -0.00013263701112009585, 0.003007694147527218, 0.006849412340670824, 0.026401370763778687, -0.0009311301982961595, 0.018142564222216606, -0.005341983865946531, -0.015430216677486897, -0.006076340097934008, 0.002658586949110031, -0.04995293170213699, -0.01939576119184494, -0.018269697204232216, 0.019165895879268646, 0.03390292823314667, -0.021157201379537582, -0.011441576294600964, -0.00792855303734541, -0.0036769751459360123, 0.009045894257724285, 0.011146525852382183, -0.02808336913585663, -0.00927823968231678, -0.04406514763832092, 0.0025554997846484184, 0.015997441485524178, -0.009302598424255848, 0.009640391916036606, -0.011059189215302467, -0.018753286451101303, -0.03581002727150917, -0.005298372358083725, 0.008593853563070297, -0.02421841025352478, 0.011138089932501316, -1.3538285159597763e-8, -0.048907700926065445, 0.022822093218564987, -0.008006484247744083, 0.02603120543062687, 0.01975320093333721, 0.0072466167621314526, -0.02664468064904213, -0.04528636112809181, 0.021993421018123627, 0.0003465925983618945, 0.00615696469321847, 0.003996878396719694, 0.004067257512360811, 0.01665852777659893, 0.005368555895984173, -0.07406444847583771, -0.04429151117801666, -0.012188770808279514, 0.027954254299402237, 0.010411224327981472, 0.02200005017220974, 0.05517828091979027, 0.0029598998371511698, 0.016211017966270447, 0.015507975593209267, 0.021501410752534866, 0.027420729398727417, -0.06298559904098511, -0.005495556630194187, 0.03785529360175133, 0.0028270462062209845, -0.01437787339091301, -0.03856264054775238, -0.023134974762797356, -0.02874559909105301, 0.005781867075711489, -0.013138892129063606, 0.029300453141331673, 0.041352640837430954, -0.018546216189861298, 0.0032665638718754053, 0.0033056100364774466, -0.002443467266857624, -0.01939689926803112, 0.005706961266696453, 0.0025686968583613634, -0.026178615167737007, 0.016881607472896576, -0.003368915757164359, -0.040692150592803955, 0.0032680637668818235, 0.021130936220288277, 0.0004992561880499125, 0.018388492986559868, -0.007798351347446442, -0.001184481312520802, 0.025395937263965607, -0.03907342627644539, -0.04903768002986908, -0.002649882808327675, 0.03473993390798569, -0.01767062209546566, -0.033073894679546356, -0.031562261283397675 ]
nunit-tests-with-contextspec-style-assertions
https://markhneedham.com/blog/2009/03/01/nunit-tests-with-contextspec-style-assertions
false
2009-03-06 06:38:42
Coding Dojo #11: Javascript Isola
[ "coding-dojo" ]
[ "Coding Dojo" ]
In our latest coding dojo we attempted to code http://en.wikipedia.org/wiki/Isola[Isola] in Javascript but instead of coding from the board inwards we decided to try and take the approach of coding from the cells outwards to keep it interesting. My colleague brought in his copy of the game and it made it much easier to imagine how we should be modeling it by having the game in front of us. == The Format We used the http://codingdojo.org/cgi-bin/wiki.pl?RandoriKata[Randori] approach with four people participating for the whole session. == What We Learnt * We tried out a couple of Javascript frameworks during the session - http://www.jsunit.net/[JSUnit] and another one which is the testing framework used by the http://www.prototypejs.org/[Prototype] library. I've been using http://github.com/nkallen/screw-unit/tree/master[screw-unit] on my current project and neither of the frameworks made test writing seem as fluent as it does when using screw-unit. * *IntelliJ is a way better editor for writing Javascript than Visual Studio* is at the moment. It was really cool that we got auto completion when writing the code (although the auto complete function does currently give you the opportunity to call any method within the project's Javascript files even if it's not valid!) * We had a copy of http://www.amazon.com/exec/obidos/ASIN/0596517742/wrrrldwideweb[Javascript: The Good Parts] with us which proved useful for showing us the right way to go when it comes to coding in javascript. Certainly trying to understand the meaning of the keyword 'this' was something that we didn't find easy and I still don't really understand what the 'http://yuiblog.com/blog/2006/04/11/with-statement-considered-harmful/[with]' keyword does despite reading the definition several times. * Modeling wise the approach we took provided a a much more interesting problem to solve - we were keen to avoid ending up doing a lot of string manipulation as we had on our java attempts at solving this problem. We got as far as telling a cell to remove itself from the board and were implementing the functionality for the cell to inform adjacent cells that it no longer existed. * I hadn't realised quite how easy http://jquery.com/[jQuery] has made it to do javascript work until this dojo. We were writing pure javascript which proved to be quite arduous although the code did read quite nicely once we got going. We're planning to investigate whether jQuery would be useful for this type of coding or not. == For next time * I won't be able to make the next couple of dojos but the plan is to keep working on the Isola problem in the next session. * I am also keen to try out Keith Braithwaite's TDD exercise in one of our dojos, an idea which I came across from reading http://gojko.net/2009/02/27/thought-provoking-tdd-exercise-at-the-software-craftsmanship-conference/comment-page-1/#comment-41349[Gojko Adzic's blog entry] about the http://parlezuml.com/softwarecraftsmanship/[Software Craftsmanship Conference] held in London last week. Briefly, the idea is to try to keep things simple - implement everything inside our test and then extract it out into classes and methods when necessary. Small steps is the order of the day.
null
null
[ -0.0011340576456859708, 0.003148135030642152, -0.023490123450756073, 0.0232023224234581, 0.059161651879549026, 0.0022017532028257847, 0.04334016144275665, 0.023207029327750206, 0.020749587565660477, -0.025855571031570435, -0.012332226149737835, -0.0006377968820743263, -0.06648408621549606, 0.005046208389103413, -0.03558684512972832, 0.051871996372938156, 0.07252179086208344, -0.008324279449880123, 0.028565924614667892, 0.011925050988793373, 0.005931817926466465, 0.08491699397563934, -0.005616885609924793, 0.026904849335551262, 0.038491904735565186, 0.027090856805443764, 0.006013249512761831, 0.005285794381052256, -0.07648094743490219, -0.02447570115327835, 0.03218502551317215, 0.029060736298561096, 0.003377041546627879, -0.012020472437143326, 0.0017814631573855877, -0.029652465134859085, -0.015796253457665443, 0.033672913908958435, 0.004277062602341175, 0.0319773331284523, -0.06081455573439598, 0.03179488703608513, 0.01798461563885212, 0.02152538299560547, -0.042107101529836655, -0.005783458705991507, -0.048776548355817795, 0.003085774602368474, -0.007282318081706762, 0.0037060361355543137, -0.062002286314964294, 0.017979925498366356, 0.0028505364898592234, -0.008112753741443157, -0.01046349573880434, 0.06222528964281082, 0.027006257325410843, -0.05858423188328743, 0.014924867078661919, -0.06767972558736801, 0.006295389961451292, -0.010170241817831993, 0.004105236381292343, 0.04024098441004753, 0.018800808116793633, -0.01587515138089657, 0.0008070780895650387, 0.060905616730451584, -0.0457208976149559, 0.0036682484205812216, -0.0008393231546506286, 0.03289645165205002, -0.036575596779584885, -0.029110876843333244, 0.020581893622875214, -0.050718873739242554, -0.0006414978997781873, 0.06723790615797043, -0.007230797316879034, 0.04312758520245552, -0.03157029300928116, 0.02637740597128868, 0.030697382986545563, 0.008115109987556934, -0.0071478248573839664, -0.0389738492667675, -0.029711129143834114, -0.028627032414078712, -0.04717200621962547, 0.0608808659017086, 0.016663147136569023, -0.066868856549263, 0.03327329084277153, 0.029300695285201073, -0.002687175991013646, 0.03992784023284912, 0.011794758960604668, 0.012542709708213806, -0.031212449073791504, 0.009767763316631317, -0.03728663548827171, -0.022022010758519173, 0.03893250599503517, 0.0013329173671081662, -0.07710866630077362, 0.007449256721884012, 0.007003300823271275, -0.01766597107052803, 0.0030317686032503843, 0.010518134571611881, -0.020155876874923706, 0.015361586585640907, -0.0008473221678286791, -0.010876919142901897, -0.06132951006293297, 0.06287655979394913, -0.005448603071272373, -0.021146206185221672, -0.04299487546086311, 0.034923139959573746, 0.04594269022345543, 0.019164135679602623, -0.010802586562931538, 0.09641802310943604, 0.015098962001502514, 0.028696218505501747, -0.021554600447416306, 0.06860379129648209, -0.007105453405529261, -0.07725338637828827, -0.0066192299127578735, 0.05205334722995758, -0.03353970870375633, -0.009742976166307926, 0.009342999197542667, -0.03407779335975647, -0.007816733792424202, -0.006494872272014618, 0.02114473097026348, 0.047508928924798965, -0.03739842772483826, -0.031631238758563995, 0.005887590814381838, -0.0007448664982803166, 0.019984247162938118, 0.017055872827768326, -0.016450557857751846, -0.019493933767080307, -0.0220604557543993, 0.012742485851049423, -0.012125814333558083, 0.017207413911819458, 0.03835482895374298, -0.036834463477134705, 0.013893616385757923, 0.08793792873620987, 0.0015064631588757038, 0.012687800452113152, -0.009614994749426842, 0.011770358309149742, 0.03008887730538845, 0.016008581966161728, 0.0005236192373558879, 0.03825487941503525, -0.002859948668628931, 0.0019334282260388136, 0.009509560652077198, 0.06187395751476288, 0.005860227160155773, 0.0008065570145845413, -0.0579334981739521, -0.04494789242744446, 0.06364623457193375, -0.05859964340925217, -0.04306108132004738, 0.021073948591947556, 0.08841671794652939, 0.0059359753504395485, 0.0608423687517643, 0.005885988008230925, -0.07767421752214432, -0.004182275850325823, 0.006196203641593456, 0.007927767932415009, 0.02470562234520912, -0.024719806388020515, 0.05655250698328018, 0.020160073414444923, 0.00968948844820261, 0.03685932606458664, -0.05621674284338951, -0.07368950545787811, -0.020848680287599564, -0.0077008758671581745, 0.06157956272363663, -0.025194061920046806, -0.003048424841836095, 0.08481933921575546, 0.02406328357756138, 0.038725871592760086, 0.03830777853727341, -0.021386349573731422, 0.024180756881833076, -0.03234076872467995, -0.005643674172461033, 0.03559168800711632, 0.05916890874505043, -0.026131480932235718, -0.045976631343364716, 0.013599216006696224, -0.003161111380904913, -0.0002893217315431684, 0.04384380578994751, -0.01950562372803688, 0.04870383441448212, 0.018471933901309967, 0.05372880771756172, -0.014283129945397377, 0.06025959178805351, -0.0700523629784584, 0.02337147295475006, -0.012078048661351204, 0.006827965844422579, -0.014403351582586765, 0.04283897951245308, 0.1362174153327942, 0.055190179497003555, -0.04771028086543083, -0.03515469655394554, 0.0014751413837075233, -0.0008936384692788124, -0.05698089674115181, -0.0020117645617574453, -0.00007867795648053288, 0.0028683762066066265, -0.007293126080185175, -0.03629715368151665, -0.016862593591213226, 0.010986187495291233, -0.04101554676890373, 0.015072381123900414, 0.07983656972646713, -0.032814834266901016, 0.03865436092019081, -0.001169247436337173, -0.01183941401541233, 0.004390102345496416, -0.00781512912362814, -0.05457320436835289, 0.011159664951264858, 0.021978583186864853, -0.02391142025589943, 0.04258738458156586, -0.023776767775416374, -0.030457427725195885, -0.025921503081917763, -0.030398555099964142, -0.01093478687107563, 0.039190586656332016, 0.05529027059674263, 0.00040358706610277295, 0.05087818577885628, 0.0024102674797177315, 0.012067615054547787, 0.011125740595161915, -0.044611383229494095, -0.025119677186012268, -0.04583746939897537, -0.006461982615292072, 0.05567055195569992, 0.010787696577608585, 0.02081417292356491, 0.021993333473801613, 0.002228247234597802, -0.02523730881512165, -0.005846367217600346, 0.021011697128415108, -0.015517606399953365, -0.03319163620471954, -0.010989876464009285, -0.022285355255007744, 0.027692072093486786, -0.035981591790914536, -0.021189231425523758, 0.010280763730406761, -0.07117412984371185, 0.057172730565071106, -0.081003338098526, -0.06877176463603973, -0.006673664320260286, 0.03806968405842781, 0.048980168998241425, -0.044860243797302246, 0.00875159353017807, 0.0853925570845604, -0.015238015912473202, 0.012370177544653416, -0.007991237565875053, 0.0004904289962723851, 0.03030593879520893, -0.010190936736762524, 0.004859587177634239, 0.03767738491296768, -0.020735502243041992, -0.002210883889347315, -0.018673419952392578, 0.03228650614619255, -0.0015960930613800883, -0.278421550989151, 0.025007516145706177, -0.006051575765013695, -0.052414774894714355, 0.024813136085867882, -0.020634278655052185, -0.004150494001805782, -0.05488720163702965, -0.0025077650789171457, 0.0027729158755391836, -0.03511982783675194, -0.04451104253530502, -0.046374525874853134, 0.07806074619293213, -0.0011176207335665822, 0.0074330889619886875, 0.001321639632806182, -0.02200177125632763, 0.010629071854054928, 0.05577203631401062, -0.026688819751143456, -0.06638021767139435, 0.007377172354608774, 0.059858061373233795, 0.04818778485059738, 0.04516011103987694, -0.08934839814901352, 0.01740598864853382, -0.03683480992913246, 0.00021111704700160772, 0.009539388120174408, -0.008600289933383465, -0.004892882890999317, -0.029532361775636673, -0.02072732336819172, -0.000526425545103848, 0.04505223035812378, 0.027785828337073326, 0.019796904176473618, 0.01566183939576149, -0.019619666039943695, -0.03539798781275749, -0.022778388112783432, 0.0010557634523138404, 0.06418951600790024, -0.011813480406999588, -0.06361117959022522, 0.0026594428345561028, -0.03282959386706352, 0.0619962252676487, -0.02404847927391529, -0.037227749824523926, -0.012480220757424831, 0.04526442289352417, 0.012907243333756924, -0.021831316873431206, 0.005745846778154373, -0.010643540881574154, -0.043647650629282, -0.05390838161110878, -0.025582265108823776, -0.05780819058418274, -0.028624799102544785, -0.0527799017727375, 0.018356764689087868, -0.08555521070957184, -0.04633975028991699, 0.00035560401738621294, 0.07489002496004105, 0.0319744236767292, -0.016593733802437782, 0.005475281272083521, 0.008696344681084156, -0.10579855740070343, 0.006300095468759537, -0.0009727741708047688, -0.015145620331168175, -0.022946486249566078, -0.0014175056712701917, 0.04528701305389404, -0.040804240852594376, -0.054909732192754745, 0.028051702305674553, 0.0005882214172743261, -0.0006718898075632751, -0.01859990321099758, 0.04896236211061478, 0.009863827377557755, -0.009130319580435753, 0.0026097598019987345, 0.087779201567173, -0.0038612086791545153, -0.03179314360022545, -0.037291765213012695, 0.022246377542614937, 0.042730458080768585, 0.034860577434301376, -0.026539305225014687, 0.010515138506889343, 0.03178584203124046, 0.0038542815018445253, -0.04619811102747917, 0.0415751114487648, -0.009359637275338173, 0.0042930543422698975, -0.00038548765587620437, -0.07375422865152359, 0.026821091771125793, 0.038852568715810776, 0.03505779057741165, -0.017796484753489494, -0.04211139678955078, 0.01206105388700962, -0.04385146498680115, -0.0021212138235569, -0.04021601378917694, 0.0035539220552891493, 0.03355006128549576, -0.008627322502434254, -0.03408517688512802, -0.06808694452047348, 0.002329582814127207, 0.01581062190234661, -0.015425991266965866, -0.04443548247218132, -0.017621835693717003, -0.01694277673959732, -0.020029693841934204, 0.023637624457478523, -0.0002317020989721641, -0.010554307140409946, 0.0303985346108675, -0.0037725004367530346, -0.017330538481473923, 0.0059166839346289635, -0.013387625105679035, -0.05017653852701187, -0.01918542943894863, -0.007818681187927723, -0.0147951515391469, 0.011204106733202934, 0.030125044286251068, 0.005773482378572226, 0.002209015190601349, 0.01950584352016449, 0.007798916194587946, 0.024756452068686485, 0.009696029126644135, -0.008282624185085297, 0.00011557737889233977, 0.01400325819849968, -0.09085377305746078, 0.020736999809741974, -0.040021974593400955, -0.05448582395911217, -0.020286133512854576, 0.020336939021945, -0.012464419938623905, -0.03802727162837982, -0.023381970822811127, 0.025724980980157852, -0.043989457190036774, -0.03935788944363594, -0.03097948245704174, 0.007265269290655851, 0.0535925030708313, 0.007829499430954456, 0.0354439839720726, -0.025445740669965744, -0.014675552025437355, 0.026500249281525612, 0.03139185160398483, -0.012891036458313465, 0.0005903793498873711, 0.003642772324383259, -0.02566354162991047, -0.006353035103529692, 0.005593722220510244, 0.022075563669204712, 0.016841981559991837, 0.0020970420446246862, -0.022113261744379997, 0.025944672524929047, 0.017295651137828827, 0.04807167872786522, -0.009270060807466507, 0.028291435912251472, 0.011660974472761154, -0.010686267167329788, -0.015072745271027088, -0.04637446999549866, -0.016233151778578758, 0.0028863484039902687, 0.01810125820338726, -0.046032991260290146, -0.06789511442184448, 0.03485569730401039, 0.05231402441859245, 0.002975131617859006, 0.03828730806708336, 0.01348583772778511, -0.0013149133883416653, -0.03240684047341347, 0.013605412095785141, 0.055600523948669434, -0.0583958774805069, 0.010489178821444511, -0.012919303961098194, 0.03467830643057823, 0.001940848771482706, -0.00997775699943304, -0.04345126077532768, -0.024206681177020073, -0.05496617406606674, -0.007097343914210796, -0.036274541169404984, -0.030012451112270355, -0.026430873200297356, 0.012129581533372402, -0.01962636038661003, -0.005130911245942116, -0.018410857766866684, -0.0016302835429087281, -0.026211140677332878, -0.010047556832432747, 0.009237393736839294, -0.06064958497881889, 0.011828111484646797, 0.022337494418025017, -0.016780192032456398, 0.022694267332553864, -0.0025240809191018343, 0.012801065109670162, 0.020938115194439888, -0.03594668209552765, -0.028940405696630478, -0.03592178598046303, 0.0006983550265431404, 0.02706003747880459, 0.05972255393862724, 0.026057468727231026, -0.009155292063951492, -0.04138406366109848, -0.010402343235909939, -0.03863312676548958, 0.02275199443101883, -0.0391366071999073, -0.027382979169487953, 0.04014958441257477, 0.06205911189317703, 0.028019649907946587, 0.028093485161662102, -0.014221453107893467, -0.01408306136727333, 0.05383438244462013, -0.08316364139318466, -0.002933838404715061, -0.016650252044200897, -0.06416428089141846, 0.010063723661005497, 0.007186042610555887, 0.03555631637573242, -0.03331936523318291, 0.042009372264146805, 0.017977679148316383, 0.01952994614839554, 0.011585326865315437, -0.02059570513665676, 0.03531450033187866, -0.03237634524703026, 0.011642961762845516, -0.08573701232671738, 0.01691451109945774, 0.034522391855716705, 0.0077443234622478485, -0.039643023163080215, -0.010010735131800175, -0.0227586068212986, 0.04044199734926224, -0.06164536625146866, -0.0009353257482871413, 0.057034365832805634, 0.003972754348069429, -0.02652532421052456, 0.004127969965338707, -0.0533076710999012, 0.025163955986499786, 0.03539767488837242, -0.03900374472141266, -0.029443565756082535, -0.032060764729976654, 0.05313902720808983, 0.015740610659122467, 0.01536657102406025, -0.010729686357080936, 0.01563335210084915, 0.059301234781742096, 0.018267588689923286, 0.019694088026881218, 0.03565502539277077, -0.010401886887848377, 0.0459822379052639, 0.03627600148320198, 0.015510793775320053, 0.0026746010407805443, -0.004348977003246546, -0.004132134839892387, -0.0700913518667221, 0.012012729421257973, 0.037317078560590744, -0.04483130946755409, -0.03335058316588402, 0.05552087351679802, 0.015874868258833885, -0.027947688475251198, -0.038053710013628006, -0.00097124237800017, -0.0744902640581131, 0.004698320757597685, -0.028974510729312897, 0.008202200755476952, -0.04201509803533554, 0.05643050745129585, -0.012870737351477146, -0.01796066388487816, 0.06148815155029297, 0.006100770086050034, -0.028353678062558174, -0.02467847242951393, 0.07382169365882874, 0.09517625719308853, 0.042471256107091904, 0.009643478319048882, 0.05939837172627449, -0.019663766026496887, -0.040804099291563034, 0.011869199573993683, -0.00992523692548275, 0.002720725955441594, -0.029846588149666786, 0.024819128215312958, 0.051901839673519135, -0.01302339881658554, 0.04509148746728897, -0.024370674043893814, -0.01779169589281082, 0.012535824440419674, 0.0359046496450901, -0.005038242321461439, 0.0671795979142189, 0.04412185028195381, 0.005467369221150875, -0.000979290110990405, -0.030055470764636993, 0.03403518348932266, -0.053933583199977875, -0.013122997246682644, 0.028936339542269707, 0.00463364040479064, 0.03154582902789116, 0.014806589111685753, 0.02823696844279766, 0.07735803723335266, -0.03757546842098236, 0.026611974462866783, -0.004205059260129929, 0.04402942955493927, 0.02084439992904663, 0.01101610716432333, -0.020910203456878662, -0.025645693764090538, 0.002997148083522916, -0.03312790393829346, -0.020544808357954025, -0.030954577028751373, -0.008659753948450089, 0.03917037695646286, -0.02100846730172634, 0.02685372717678547, 0.016887787729501724, 0.00804829504340887, -0.036058321595191956, -0.06385774910449982, -0.03959336876869202, -0.05259275808930397, -0.06380639970302582, -0.03857957199215889, 0.05137774720788002, -0.023311788216233253, -0.04593734070658684, -0.0097893625497818, -0.006615580525249243, 0.008994149044156075, 0.03600696474313736, -0.034209366887807846, -0.027467874810099602, 0.038130052387714386, 0.003298299154266715, 0.0459282360970974, 0.027598844841122627, 0.02805926278233528, -0.010931553319096565, -0.011326842941343784, -0.05094253644347191, -0.015515565872192383, 0.04299061745405197, -0.0034904740750789642, 0.021994365379214287, -0.06684552878141403, 0.018218055367469788, 0.039247941225767136, -0.006428739055991173, -0.05452028661966324, 0.028570055961608887, 0.006218479014933109, -0.007075289264321327, 0.08119682222604752, -0.030289189890027046, 0.02474544569849968, -0.03918016329407692, -0.01649177446961403, -0.0012724685948342085, 0.010863483883440495, 0.04385751113295555, -0.023572131991386414, 0.09279472380876541, 0.014621690846979618, -0.031237391754984856, -0.04226001724600792, -0.009573419578373432, -0.011099234223365784, -0.027477767318487167, -0.017323674634099007, -0.03705453500151634, -0.041373588144779205, -0.06793692708015442, -0.03139020502567291, 0.0080032367259264, -0.016563886776566505, -0.037901632487773895, 0.02508741430938244, 0.0394282303750515, -0.06185773015022278, 0.02404448576271534, -0.04292803630232811, 0.050226833671331406, -0.03476874902844429, -0.0018773985793814063, 0.024026405066251755, -0.0027135005220770836, -0.002996299182996154, 0.0009770442266017199, 0.02874620631337166, -0.03796859458088875, -0.006071092095226049, 0.01984921284019947, 0.020731963217258453, 0.02787023037672043, 0.003936924505978823, -0.004172103013843298 ]
[ -0.12350993603467941, -0.005831700284034014, -0.027682024985551834, -0.04250485450029373, 0.043077245354652405, -0.012212456203997135, -0.03627396374940872, 0.019696375355124474, 0.010212861001491547, -0.023450128734111786, -0.011525677517056465, -0.019636480137705803, -0.040534503757953644, 0.013152006082236767, 0.09551525861024857, 0.00249982881359756, -0.047061216086149216, -0.03860378637909889, -0.018376173451542854, 0.027392467483878136, 0.013147635385394096, -0.027741247788071632, -0.03246590867638588, -0.04127991199493408, 0.000550967117305845, 0.03737819939851761, 0.022281121462583542, -0.04922117665410042, 0.02384561114013195, -0.1901109367609024, -0.007978394627571106, 0.0068517401814460754, 0.034749604761600494, -0.011664669960737228, -0.033555034548044205, 0.03820449858903885, 0.010505283251404762, 0.022735249251127243, -0.009332284331321716, 0.03236834704875946, -0.0009824353037402034, 0.017529547214508057, -0.03527747094631195, -0.027919938787817955, 0.05625992268323898, -0.018045326694846153, -0.011569720692932606, -0.03483026847243309, -0.022249804809689522, 0.01619417779147625, -0.045749399811029434, -0.017585530877113342, -0.024219145998358727, -0.0446012020111084, 0.017619486898183823, 0.019370608031749725, 0.024425974115729332, 0.055258359760046005, 0.01620457135140896, 0.02888568304479122, 0.010386728681623936, -0.026668978855013847, -0.11766377836465836, 0.10469718277454376, 0.04396207258105278, 0.05906299129128456, -0.03151228651404381, -0.019636046141386032, -0.002499036490917206, 0.0801798552274704, 0.020755719393491745, -0.018735229969024658, -0.00018174185242969543, 0.036763209849596024, 0.003535521449521184, -0.010336669161915779, -0.003041014075279236, -0.0057176994159817696, 0.04692452400922775, -0.036274585872888565, -0.04982377216219902, -0.04069953411817551, -0.00951371155679226, 0.007801744155585766, -0.04006505012512207, 0.020015109330415726, -0.02125171571969986, 0.05309824272990227, 0.013639428652822971, 0.02650049515068531, 0.03802010789513588, -0.00017856300109997392, 0.031354404985904694, 0.018263282254338264, -0.08389810472726822, 0.0026780562475323677, -0.0126093290746212, 0.020046716555953026, -0.03620363026857376, 0.46575838327407837, -0.025258932262659073, -0.029437296092510223, 0.0646274983882904, -0.0005300365155562758, -0.005358698777854443, -0.0048998137935996056, 0.010464569553732872, -0.05336957424879074, 0.03097969852387905, -0.03893182426691055, -0.010648578405380249, 0.020283037796616554, 0.042994968593120575, -0.024074705317616463, -0.018975086510181427, 0.012622355483472347, 0.028324926272034645, 0.010103906504809856, 0.006737212184816599, 0.0006697652861475945, 0.01663508452475071, 0.019894562661647797, 0.003686346346512437, 0.007825711742043495, 0.017906056717038155, -0.025654857978224754, 0.015557213686406612, 0.038881827145814896, 0.053934451192617416, 0.006892490666359663, 0.05989239737391472, -0.028604328632354736, -0.05758049711585045, 0.0001185726432595402, -0.005271406378597021, 0.025460710749030113, 0.04071476683020592, -0.00915021263062954, 0.006776703987270594, 0.044695258140563965, 0.013121143914759159, -0.017375798895955086, 0.04269365966320038, -0.018221022561192513, -0.038384463638067245, 0.07338640093803406, 0.008825975470244884, -0.01733945682644844, 0.013503149151802063, -0.014561131596565247, 0.009099196642637253, 0.044022589921951294, -0.004301027860492468, -0.04698674753308296, 0.006483264733105898, -0.004397312179207802, 0.06315583735704422, -0.009023766964673996, -0.05881329998373985, -0.030978305265307426, -0.04459226503968239, -0.024594178423285484, -0.01690055802464485, 0.023099076002836227, 0.03696195408701897, -0.10854276269674301, -0.03714365512132645, 0.022327182814478874, 0.037879571318626404, -0.09193840622901917, -0.021436991170048714, 0.008493243716657162, -0.06829772889614105, -0.007962496019899845, 0.059176005423069, -0.014299487695097923, -0.012731347233057022, 0.017635991796851158, 0.04260218143463135, 0.02730097807943821, 0.00395498052239418, 0.015681641176342964, -0.03644133731722832, 0.00405771192163229, -0.035770926624536514, -0.0708891823887825, -0.02076432853937149, -0.02334452234208584, -0.035365376621484756, -0.010371299460530281, -0.008871535770595074, -0.02352672815322876, -0.08040673285722733, 0.08416729420423508, -0.015730246901512146, -0.01694801077246666, 0.014597010798752308, -0.029859943315386772, -0.017515631392598152, -0.012501143850386143, -0.0033106552436947823, 0.055087924003601074, -0.01685830019414425, 0.034674324095249176, -0.0349009744822979, 0.051840487867593765, 0.0849682167172432, -0.04298175871372223, 0.07711184024810791, 0.06386272609233856, -0.07905310392379761, -0.03619607910513878, 0.024182144552469254, 0.02279837056994438, 0.02964102104306221, -0.023011965677142143, -0.01664057932794094, 0.020881634205579758, -0.014790385030210018, 0.03092627413570881, -0.04385826736688614, -0.02816423401236534, -0.019418969750404358, -0.3240213096141815, -0.024558519944548607, -0.0302790068089962, -0.013943111523985863, -0.00864204578101635, -0.04963331297039986, 0.023796221241354942, -0.045707281678915024, -0.011294824071228504, -0.0071589648723602295, 0.09305284917354584, -0.008013651706278324, 0.011379707604646683, -0.09426998347043991, -0.009002210572361946, 0.025394126772880554, -0.018297361209988594, -0.041239261627197266, -0.03302988409996033, 0.02151632122695446, -0.002482751151546836, -0.015888996422290802, -0.020973579958081245, -0.047363877296447754, -0.0395033098757267, -0.043235089629888535, 0.108873650431633, 0.0069114211946725845, 0.10963432490825653, -0.05946560576558113, 0.03622404858469963, 0.0033273606095463037, 0.025734223425388336, -0.07764945924282074, 0.00268910126760602, -0.04159838706254959, 0.01437245775014162, -0.01497515570372343, 0.03790505230426788, -0.026138339191675186, -0.04140252619981766, 0.004670469556003809, -0.05383247509598732, -0.031025206670165062, -0.03817840665578842, 0.01930384337902069, -0.021460969001054764, -0.03482291102409363, -0.03095206804573536, 0.07038730382919312, 0.014335467480123043, -0.012949451804161072, 0.03680891543626785, 0.020659983158111572, -0.03266274556517601, 0.008919812738895416, -0.06496475636959076, -0.004378080368041992, -0.0010284398449584842, 0.019010644406080246, 0.03672286868095398, 0.053100015968084335, 0.013883879408240318, -0.05700075998902321, 0.0035040697548538446, 0.03947000205516815, 0.021947050467133522, -0.011837982572615147, 0.07360034435987473, -0.02600390836596489, -0.026164930313825607, 0.0939178615808487, 0.012255162931978703, -0.010196576826274395, 0.047102805227041245, 0.05271180346608162, 0.0009988753590732813, 0.012883785180747509, 0.02116757072508335, 0.01987544447183609, 0.012872415594756603, -0.018131855875253677, 0.03764231875538826, -0.03137946501374245, -0.005223348271101713, 0.04181523248553276, -0.002740666037425399, -0.03674512356519699, 0.03090430237352848, 0.006680377759039402, -0.03386971354484558, 0.001224216539412737, -0.013017275370657444, -0.05510265752673149, 0.049023423343896866, -0.007241221610456705, -0.273404985666275, 0.009004093706607819, 0.06866831332445145, 0.058146849274635315, 0.0059834192506968975, 0.00475316122174263, 0.03520636633038521, -0.08456079661846161, 0.010542407631874084, 0.021620487794280052, 0.03757229819893837, 0.029924651607871056, -0.004213320091366768, -0.012222697027027607, 0.04355733096599579, -0.01253670733422041, 0.020387107506394386, 0.009687286801636219, 0.06964454799890518, -0.01499907299876213, 0.018012652173638344, 0.0203398447483778, 0.1732122302055359, -0.00045338866766542196, 0.027207154780626297, 0.04847551882266998, 0.00948407407850027, -0.0030421740375459194, 0.07906634360551834, 0.00826702918857336, -0.029000001028180122, 0.01181234885007143, 0.0537283793091774, 0.02514672838151455, 0.017805933952331543, -0.08263484388589859, -0.030808547511696815, 0.04818980023264885, 0.01809663325548172, -0.010947853326797485, 0.0036480077542364597, -0.007626264356076717, -0.010208077728748322, 0.009069622494280338, 0.05522383376955986, 0.02710414119064808, 0.013628109358251095, -0.02864276058971882, -0.05917132645845413, -0.010957866907119751, -0.052110280841588974, -0.04533146321773529, -0.011078971438109875, -0.01963724195957184, 0.001954674255102873, 0.07136568427085876, 0.025256415829062462, -0.020927488803863525, -0.015079651959240437, 0.014615466818213463, -0.013198142871260643, -0.011936688795685768, 0.11726751178503036, 0.03157290443778038, 0.014755550771951675 ]
[ -0.033801812678575516, -0.0004776113200932741, -0.0015263063833117485, -0.009022125042974949, -0.014609651640057564, 0.013295108452439308, 0.015663322061300278, 0.011565164662897587, 0.008250122889876366, 0.02214687690138817, 0.005191657226532698, 0.02187872864305973, 0.0023187799379229546, -0.008638150058686733, 0.024198977276682854, -0.02229894883930683, 0.013815734535455704, 0.009213821031153202, 0.013498116284608841, -0.008334381505846977, -0.01233522966504097, -0.006838792469352484, 0.028811000287532806, -0.030924592167139053, 0.018925823271274567, -0.010306917130947113, 0.014374136924743652, -0.005845453590154648, 0.018522977828979492, -0.1376049667596817, -0.034397244453430176, -0.046955548226833344, -0.005198507569730282, -0.02897064760327339, -0.00005721372508560307, 0.02040637657046318, -0.023634472861886024, -0.036365147680044174, 0.011670736595988274, -0.013842584565281868, -0.03944680839776993, -0.006093913223594427, -0.008202724158763885, 0.035370878875255585, -0.00211166450753808, -0.0055992393754422665, -0.04394232854247093, -0.0685153678059578, -0.015497153624892235, -0.007481306325644255, -0.035320356488227844, -0.014916596934199333, 0.010940590873360634, -0.000447126105427742, -0.008156233467161655, -0.032736413180828094, 0.005835763644427061, -0.009358909912407398, 0.01981949619948864, 0.008628802374005318, 0.005439543165266514, 0.006773593369871378, -0.02896874025464058, -0.01670987531542778, -0.004610479809343815, -0.0433095283806324, 0.0030139191076159477, 0.028234148398041725, -0.02532183937728405, 0.0018651438876986504, -0.0038498826324939728, 0.014966527931392193, -0.010811825282871723, -0.016747424378991127, 0.0077424063347280025, 0.006408274173736572, -0.0037231710739433765, -0.003101012436673045, 0.019194891676306725, -0.009996741078794003, -0.04774496331810951, 0.02487829700112343, 0.0357113815844059, 0.018878597766160965, -0.017999347299337387, 0.024611955508589745, 0.02128438651561737, 0.018535509705543518, 0.0320136584341526, 0.022897597402334213, -0.03936903923749924, 0.014994153752923012, 0.007452135905623436, 0.039154838770627975, -0.07295363396406174, 0.010523296892642975, 0.012126952409744263, -0.030121661722660065, -0.01326720416545868, 0.8649829030036926, -0.01984691619873047, 0.024147046729922295, 0.03829669579863548, -0.007350404746830463, 0.0015641433419659734, 0.011172140948474407, 0.0006766017759218812, -0.01533137634396553, 0.025233907625079155, -0.0301901213824749, -0.005803767591714859, 0.021351603791117668, 0.016649959608912468, 0.016470877453684807, 0.002723513636738062, 0.004535025451332331, 0.04801938682794571, -0.009285169653594494, 0.027060208842158318, 0.03332354500889778, 0.036783475428819656, -0.016646703705191612, -0.0035320206079632044, 0.026126665994524956, 0.0311067346483469, -0.16745147109031677, 0.03101128339767456, -8.715975431924448e-33, 0.06287898123264313, -0.037793781608343124, 0.0021977750584483147, 0.006031284108757973, 0.012818833813071251, 0.00896687526255846, 0.055473245680332184, 0.026199787855148315, -0.032488949596881866, -0.01782098039984703, -0.018066618591547012, 0.00970155093818903, -0.004898558370769024, -0.009165664203464985, 0.002511945553123951, -0.008626189082860947, 0.00183616962749511, 0.03155147656798363, -0.00985767226666212, 0.02090580202639103, 0.0274344589561224, 0.02223762311041355, 0.007842930033802986, -0.008482818491756916, 0.016461743041872978, 0.04398500174283981, 0.009326284751296043, 0.03812806308269501, -0.030560113489627838, -0.029864029958844185, 0.009982052259147167, -0.004557938314974308, -0.03859476000070572, -0.012140600942075253, 0.01215755008161068, -0.040260594338178635, -0.0066460478119552135, -0.008358936756849289, -0.05334172397851944, -0.03585748001933098, -0.0060457200743258, 0.00017748323443811387, -0.05283092334866524, -0.005502122920006514, -0.006391089875251055, -0.0036811777390539646, 0.020751681178808212, -0.0005432769539766014, 0.015304464846849442, 0.015700051560997963, -0.012193919159471989, 0.05415751039981842, 0.02106817066669464, -0.011021445505321026, -0.039393942803144455, 0.040204968303442, 0.005062379874289036, 0.010041513480246067, -0.005493943579494953, 0.04251918941736221, -0.015232325531542301, 0.005818843841552734, -0.022798841819167137, 0.036433398723602295, -0.034424178302288055, -0.014618422836065292, -0.004548767581582069, -0.01839381828904152, 0.026345452293753624, -0.014399375766515732, -0.045997411012649536, -0.009479225613176823, -0.008435939438641071, -0.0004338893049862236, -0.01927102357149124, -0.013954364694654942, 0.01018585730344057, 0.004126769490540028, 0.006722995545715094, 0.02196536585688591, 0.025738012045621872, -0.011908733285963535, -0.009953582659363747, -0.04213866963982582, 0.008777257986366749, 0.008711544796824455, -0.004446771461516619, -0.01878557913005352, 0.003931189421564341, 0.03186768665909767, 0.05423734709620476, 0.004405514802783728, 0.0013042398495599627, -0.02059866487979889, -0.03587213158607483, 7.552362390253096e-33, -0.002262700814753771, -0.01737714186310768, -0.025964871048927307, 0.010423440486192703, 0.02548244409263134, -0.021014852449297905, -0.015526017174124718, -0.009251316078007221, -0.0499483123421669, 0.035922300070524216, -0.01284868735820055, -0.003813905408605933, -0.03766939043998718, 0.039788082242012024, 0.05489506945014, -0.03051515482366085, 0.028208119794726372, -0.03368990495800972, 0.013915199786424637, 0.010464141145348549, 0.05290093272924423, 0.01814766600728035, 0.01276442687958479, -0.00033141043968498707, 0.010536802932620049, 0.03987666592001915, -0.045577820390462875, 0.03013664297759533, -0.007481408771127462, 0.011067249812185764, 0.00277696899138391, -0.01105787605047226, 0.010951384902000427, -0.0125379404053092, 0.005099425092339516, -0.006508980877697468, -0.018349049612879753, -0.0025787705089896917, 0.030432919040322304, 0.0006520146271213889, 0.01177425216883421, -0.033840078860521317, -0.007608759682625532, 0.03549515828490257, 0.012372746132314205, 0.016202816739678383, -0.010633396916091442, 0.008583933115005493, 0.005341675598174334, 0.01628083363175392, -0.01588548719882965, 0.01383071206510067, 0.0022098536137491465, -0.008781210519373417, 0.006544535513967276, -0.021555220708251, -0.05323265492916107, -0.02607521042227745, -0.004493956454098225, 0.04622548073530197, 0.010154136456549168, -0.03902684524655342, 0.006314852740615606, 0.015574566088616848, -0.01033375971019268, -0.007624333258718252, -0.032087020576000214, -0.001355320680886507, -0.005416072439402342, -0.021131904795765877, -0.02106505073606968, 0.013263569213449955, 0.022738037630915642, 0.01944129914045334, -0.0024400285910815, -0.03524200990796089, -0.007948149926960468, -0.024273473769426346, -0.004014917183667421, 0.0035653929226100445, 0.015239170752465725, -0.0021226825192570686, 0.022972501814365387, -0.024396397173404694, 0.0024293174501508474, 0.021663282066583633, -0.022481471300125122, 0.02687770128250122, -0.019348151981830597, -0.033389195799827576, -0.0006855782703496516, 0.00884239561855793, 0.02087239921092987, 0.01395709440112114, 0.005056748632341623, -1.347962097497657e-8, 0.0019063797080889344, 0.03376591578125954, -0.0123407281935215, -0.024300886318087578, -0.0071338205598294735, -0.0008151467191055417, -0.028418514877557755, 0.01315139327198267, -0.011704442091286182, 0.019891569390892982, 0.06537831574678421, 0.013473653234541416, 0.0037226786371320486, 0.03398546576499939, 0.020234428346157074, -0.03157291188836098, -0.03040771745145321, 0.004422539845108986, 0.017020123079419136, 0.025307977572083473, 0.027680259197950363, 0.04249328002333641, 0.0037777391262352467, -0.002126865554600954, -0.010441103018820286, 0.010485793463885784, -0.002072961302474141, -0.06302664428949356, -0.00926435086876154, 0.002998754382133484, -0.011269179172813892, -0.015321624465286732, -0.02584434300661087, 0.020570075139403343, -0.022878626361489296, -0.020407715812325478, 0.02425452508032322, -0.02606278657913208, 0.005059645976871252, -0.0016129224095493555, 0.012985164299607277, -0.003541175974532962, -0.01545171532779932, -0.020760169252753258, -0.020350830629467964, 0.031246094033122063, -0.032275889068841934, -0.0015267160488292575, 0.0081911850720644, -0.05215238034725189, -0.006934829521924257, 0.0013931082794442773, -0.026654046028852463, 0.019956110045313835, 0.030069580301642418, 0.0009850315982475877, 0.001278013689443469, -0.011047317646443844, -0.017852889373898506, -0.002135632326826453, 0.016652917489409447, -0.0070271058939397335, -0.037045128643512726, -0.026243343949317932 ]
coding-dojo-11-javascript-isola
https://markhneedham.com/blog/2009/03/06/coding-dojo-11-javascript-isola
false
2009-03-24 22:55:41
ASP.NET MVC: Pre-compiling views when using SafeEncodingCSharpCodeProvider
[ "aspnet-mvc" ]
[ ".NET" ]
We've been doing some work to get our views in ASP.NET MVC to be pre-compiled which allows us to see any errors in them at compilation rather than at run time. It's relatively simple to do. You just need to add the following code into your .csproj file anywhere below the +++<Project>+++element:+++</Project>+++ [source,text] ---- <Target Name="AfterBuild"> <AspNetCompiler VirtualPath="/" PhysicalPath="$(ProjectDir)\..\$(ProjectName)"/> </Target> ---- where VirtualPath refers to the virtual path defined inside your project file and PhysicalPath is the path to the folder which contains the project with the views in. As I http://www.markhneedham.com/blog/2009/02/12/aspnet-mvc-preventing-xss-attacks/[previously mentioned] we're using http://blog.codeville.net/2007/12/19/aspnet-mvc-prevent-xss-with-automatic-html-encoding/[Steve Sanderson's SafeEncodingHelper] to protect our website from cross scripting attacks. A problem we ran into when trying to pre-compile these views is that when the AfterBuild target gets run it tries to compile our views using the SafeEncodingCSharpCodeProvider, leading to this error: [source,text] ---- [msbuild] /global.asax(1): error ASPPARSE: The CodeDom provider type "SafeEncodingHelper.SafeEncodingCSharpCodeProvider, SafeEncodingHelper" could not belocated. (\path\to\web.config line 143) ---- From what we could tell it looked like the AspNetCompiler was expecting the dll containing SafeEncodingCSharpCodeProvider to be within the directory we specified for the PhysicalPath but we were actually compiling it to another directory instead. [source,text] ---- <target name="compile"> <msbuild project="solutionFile.sln"> <property name="OutputPath" value="/some/output/path" /> </msbuild> </target> ---- We only noticed this on our build machine because when Visual Studio builds the solution it builds each project into ProjectName/bin which meant that locally we always had the dll available since we rarely do 'Project Clean' from the IDE. The solution/hack to our problem was to build just that project in Nant without specifying an OutputPath - by default msbuild builds into the /bin directory of the project which is exactly what we need! Our compile target now looks like this: [source,text] ---- <target name="compile"> <msbuild project="projectWithViewsIn.csproj"> </msbuild> <msbuild project="solutionFile.sln"> <property name="OutputPath" value="/some/output/path" /> </msbuild> </target> ---- It's not the greatest solution ever but it's an easier one than changing how we use the compilation path throughout the build file.
null
null
[ 0.01517403218895197, -0.016535259783267975, -0.01431956049054861, 0.04122205451130867, 0.08042986690998077, -0.012009252794086933, 0.03536036238074303, 0.01926741562783718, 0.03380656614899635, -0.046767041087150574, -0.035031139850616455, -0.016230296343564987, -0.06575711071491241, 0.012882910668849945, -0.03602926433086395, 0.08995780348777771, 0.054842621088027954, -0.006470683496445417, 0.01697167567908764, 0.016016125679016113, 0.0067234341986477375, 0.06536835432052612, -0.012254908680915833, 0.035560816526412964, 0.026907654479146004, 0.057027626782655716, 0.016416626051068306, -0.03315868228673935, -0.053282853215932846, -0.01138332113623619, 0.03255365416407585, 0.011280621401965618, 0.02026132494211197, -0.028826389461755753, 0.013671635650098324, 0.008070780895650387, -0.015402456745505333, 0.04173748195171356, -0.002245761454105377, 0.013629406690597534, -0.08009228110313416, 0.026628000661730766, -0.01130630448460579, -0.013600615784525871, -0.03845418244600296, -0.006473129615187645, -0.004011498764157295, 0.007976747117936611, -0.03585197776556015, -0.048269953578710556, -0.05711491033434868, 0.04154452681541443, -0.04913920536637306, 0.0034118397161364555, 0.01458230521529913, 0.06305322796106339, 0.0076455906964838505, -0.06941021978855133, 0.015878185629844666, -0.07154836505651474, 0.004120333585888147, -0.011073771864175797, 0.012502304278314114, 0.04063376411795616, 0.03277132287621498, 0.01800624281167984, -0.02257324755191803, 0.0525943748652935, -0.03236902877688408, -0.03571854531764984, 0.03402797132730484, 0.025421759113669395, -0.010561344213783741, 0.019151460379362106, 0.020792759954929352, -0.020863743498921394, 0.000497011817060411, 0.05092230811715126, 0.02838188409805298, 0.05147729814052582, -0.006932087708264589, 0.020502647385001183, 0.005974845495074987, 0.0168216060847044, -0.00807957910001278, -0.016366321593523026, -0.008517100475728512, 0.02999352291226387, -0.04242633283138275, 0.055413465946912766, 0.028532836586236954, -0.03175782784819603, -0.0016811444656923413, 0.020979374647140503, 0.02353675477206707, 0.03253938630223274, 0.007099812850356102, -0.015906568616628647, 0.006264110095798969, -0.006320151966065168, -0.02532944828271866, 0.01796082779765129, 0.029846427962183952, -0.005067367106676102, -0.08200119435787201, 0.0007356813293881714, -0.044510673731565475, -0.009138627909123898, -0.010421887040138245, -0.011335455812513828, -0.04160383716225624, 0.02696990594267845, -0.05070196092128754, -0.038532473146915436, -0.07346557825803757, 0.05073869600892067, 0.005616333801299334, -0.027888966724276543, 0.010391904972493649, 0.04045593738555908, 0.041737884283065796, 0.011799462139606476, -0.02854936756193638, 0.0901234820485115, 0.005035511218011379, 0.05356289818882942, -0.031073395162820816, 0.04849191755056381, -0.005592439789324999, -0.07564221322536469, 0.005262309685349464, 0.050888922065496445, -0.02546750195324421, 0.004296173341572285, 0.0020360152702778578, -0.009009936824440956, 0.012518089264631271, -0.00420331209897995, -0.0069777267053723335, 0.026582887396216393, -0.043837640434503555, -0.026483483612537384, 0.03015364706516266, -0.013486862182617188, 0.034204572439193726, 0.013672828674316406, -0.028105217963457108, -0.024295682087540627, -0.04935133084654808, 0.05739803612232208, 0.012548640370368958, 0.029607808217406273, 0.051003266125917435, -0.06830577552318573, 0.029431333765387535, 0.09617170691490173, 0.06158206984400749, -0.005977709777653217, -0.03334696218371391, 0.02182833105325699, 0.04296724125742912, 0.030836230143904686, -0.004662946332246065, 0.06654614955186844, -0.00978250615298748, -0.000023484610210289247, -0.008004923351109028, 0.008764383383095264, -0.0023619334679096937, -0.011760707944631577, -0.05542995035648346, -0.03504114970564842, 0.03659979999065399, -0.07071259617805481, -0.0009780125692486763, 0.030779395252466202, 0.06596974283456802, 0.0020400830544531345, 0.044381752610206604, -0.015862511470913887, -0.07375338673591614, 0.006370327435433865, 0.016511615365743637, 0.003556144190952182, 0.013442042283713818, -0.005676888860762119, 0.08259838074445724, 0.03309985250234604, 0.0026992433704435825, 0.06136244535446167, -0.08978978544473648, -0.09213771671056747, -0.034835491329431534, -0.028541022911667824, 0.05007113516330719, 0.005083479452878237, -0.029916269704699516, 0.06984879076480865, 0.01576351560652256, 0.041244588792324066, 0.0333138033747673, -0.005658266134560108, 0.028070446103811264, -0.040585365146398544, -0.054792072623968124, 0.038964562118053436, 0.039213743060827255, 0.014105028472840786, -0.05326947569847107, 0.004884137772023678, -0.009759965352714062, -0.019374901428818703, 0.04058759659528732, -0.004175242502242327, 0.05947263538837433, 0.005369524471461773, 0.032138533890247345, -0.011397149413824081, 0.05479351058602333, -0.07336239516735077, 0.020870061591267586, -0.03287539258599281, -0.024488070979714394, -0.02730053849518299, -0.016754426062107086, 0.13077852129936218, 0.05702309310436249, -0.034382786601781845, -0.05919259786605835, -0.005505393724888563, 0.009478025138378143, -0.048737965524196625, 0.005861870013177395, -0.00430613337084651, 0.032370660454034805, -0.01641816832125187, -0.045094817876815796, 0.010208355262875557, 0.005628132726997137, -0.03315054252743721, 0.05314594879746437, 0.07635227590799332, -0.020424453541636467, 0.04344423487782478, -0.004460908938199282, -0.0267417524009943, 0.015950113534927368, -0.017542904242873192, -0.08540698140859604, 0.02292604371905327, 0.02406424470245838, -0.004745989106595516, 0.053774118423461914, 0.005805615335702896, -0.044305648654699326, -0.013698237016797066, -0.02388663776218891, -0.015500522218644619, 0.024073950946331024, 0.05624217540025711, 0.004901131149381399, 0.037101730704307556, -0.021523015573620796, 0.03074454888701439, -0.00927637703716755, -0.05068860203027725, 0.000448637583758682, -0.00670301727950573, 0.029169416055083275, 0.046688590198755264, 0.01620626077055931, 0.015917304903268814, 0.009501597844064236, -0.00028749785269610584, 0.003107733093202114, -0.010187781415879726, 0.039609167724847794, 0.010793885216116905, -0.0353858545422554, -0.03107324056327343, -0.022977061569690704, 0.025465138256549835, -0.038804665207862854, -0.05095532909035683, 0.0017787462566047907, -0.07391493022441864, 0.05655854195356369, -0.08438437432050705, -0.07646436244249344, -0.011339101009070873, 0.003574441187083721, 0.019131038337945938, 0.0017832622397691011, 0.03547907620668411, 0.08442577719688416, 0.0076305014081299305, 0.003113487735390663, 0.005147661082446575, 0.006146938540041447, 0.02668069489300251, 0.005965110845863819, 0.02443011663854122, 0.01648554764688015, -0.023877818137407303, -0.008717414923012257, -0.03680730611085892, 0.024111894890666008, -0.049136508256196976, -0.266216516494751, 0.04561946541070938, -0.002820075023919344, -0.06365847587585449, 0.04423009604215622, -0.0243789404630661, 0.028829198330640793, -0.06051337346434593, -0.023977281525731087, -0.009301511570811272, -0.014773172326385975, -0.0526474304497242, 0.016350870952010155, 0.018692506477236748, -0.01363223884254694, 0.005203245673328638, 0.018168644979596138, -0.035044148564338684, 0.05662214383482933, 0.03004336915910244, 0.005184144712984562, -0.05886022001504898, 0.026129908859729767, 0.026102310046553612, 0.02231575921177864, 0.05367410182952881, -0.06417570263147354, 0.07543766498565674, -0.017619144171476364, -0.01387396827340126, 0.014528433792293072, 0.00514404010027647, -0.0035017579793930054, -0.017730239778757095, -0.03679053857922554, -0.023917287588119507, -0.0025129944551736116, 0.023386770859360695, -0.02125486731529236, 0.005115628242492676, -0.019590571522712708, -0.04290029779076576, 0.00918639823794365, -0.025792231783270836, 0.07046502828598022, -0.01380452886223793, -0.06828481703996658, 0.0010752234375104308, -0.03735996410250664, 0.0718582347035408, -0.005709422752261162, -0.03373584523797035, 0.022493526339530945, 0.044520314782857895, -0.0244082510471344, -0.045324768871068954, 0.012870509177446365, -0.017078615725040436, -0.05308861285448074, -0.04071459546685219, -0.0057884445413947105, -0.035495586693286896, -0.014135390520095825, -0.04938039183616638, 0.04015672951936722, -0.051089052110910416, -0.026868542656302452, -0.04232776165008545, 0.055306363850831985, 0.030741969123482704, -0.008959348313510418, -0.0025830669328570366, 0.003868647152557969, -0.10597948729991913, 0.005571246147155762, -0.022061118856072426, -0.042488571256399155, -0.03873635083436966, -0.0041099232621490955, 0.05877535045146942, -0.025152916088700294, -0.03218434751033783, 0.022541392594575882, 0.0037395544350147247, -0.003389509627595544, 0.016718054190278053, 0.03981607034802437, 0.01124614104628563, -0.019626624882221222, -0.00687810406088829, 0.05326439440250397, -0.004589118529111147, 0.0011550523340702057, -0.038245588541030884, -0.009597508236765862, -0.0015017797704786062, 0.02835061401128769, -0.007546091917902231, 0.02371603064239025, 0.02131585218012333, 0.04469064250588417, -0.05420772358775139, 0.03291826695203781, -0.05749770998954773, -0.009986926801502705, -0.013785066083073616, -0.0624498575925827, 0.02253354899585247, 0.05628849193453789, 0.008844122290611267, -0.009763284586369991, -0.03953617438673973, 0.0119631951674819, -0.04125216230750084, -0.027058277279138565, -0.01089688204228878, 0.02166338823735714, 0.010263987816870213, -0.006958676036447287, -0.03399060294032097, -0.057438429445028305, 0.014962625689804554, -0.0010627099545672536, -0.0029424610547721386, -0.062333330512046814, -0.045465946197509766, 0.0007425296935252845, -0.0055528245866298676, 0.004253467544913292, 0.02695336379110813, -0.0392778255045414, 0.05952804163098335, 0.00009919451986206695, -0.04300566762685776, 0.01629318855702877, -0.0006809175829403102, -0.02393328584730625, -0.04321475327014923, -0.006127282977104187, -0.007036321330815554, -0.02029118314385414, 0.028730258345603943, -0.0067569799721241, 0.03383840620517731, 0.06987392157316208, 0.014971415512263775, 0.03842482715845108, 0.012327317148447037, -0.007052361033856869, -0.003042444586753845, 0.00457220571115613, -0.062028586864471436, 0.047276027500629425, -0.032484423369169235, -0.030155163258314133, -0.018034204840660095, 0.026478810235857964, -0.04549789056181908, -0.016430025920271873, -0.03866543620824814, 0.027990922331809998, -0.04080766811966896, -0.045330312103033066, 0.0019087421242147684, -0.010346472263336182, 0.06545046716928482, 0.006399689242243767, 0.02792113646864891, -0.023483864963054657, -0.008996633812785149, 0.023187173530459404, 0.026079995557665825, -0.023763658478856087, 0.01660139672458172, -0.005079831462353468, 0.010239219292998314, -0.0025106817483901978, 0.01413160189986229, 0.03412799537181854, 0.012272034771740437, 0.004305215086787939, -0.02370385266840458, 0.030962588265538216, 0.012787885032594204, 0.03034447878599167, 0.0061163268983364105, -0.03347011283040047, -0.0011833522003144026, -0.015360507182776928, -0.016743510961532593, -0.027872154489159584, -0.01680798828601837, -0.027663929387927055, 0.041337624192237854, -0.010773864574730396, -0.05373210087418556, 0.0346100889146328, -0.013355677947402, 0.0347575843334198, -0.00784058403223753, -0.013376629911363125, 0.011781122535467148, -0.010721422731876373, 0.030704012140631676, 0.03343794122338295, -0.038646865636110306, 0.0035550224129110575, 0.032609179615974426, 0.014662460424005985, 0.019394440576434135, -0.00466030091047287, -0.036723747849464417, 0.0009484991314820945, -0.014545828104019165, 0.0015939113218337297, -0.04489392414689064, -0.015432529151439667, -0.005676410626620054, 0.01018736232072115, -0.006673140916973352, -0.007657862734049559, -0.01215833518654108, 0.014605148695409298, -0.014405831694602966, -0.025659706443548203, 0.009785257279872894, -0.005239757243543863, 0.009394150227308273, 0.0331263430416584, -0.03835233673453331, 0.013790588825941086, -0.02888799086213112, 0.030761370435357094, 0.0012933529214933515, 0.004370782990008593, -0.02587459608912468, -0.06383867561817169, 0.009989842772483826, 0.015541751869022846, 0.04529375955462456, -0.0015527112409472466, -0.00438566692173481, -0.028953352943062782, -0.010120908729732037, -0.020622676238417625, 0.025103673338890076, -0.020194273442029953, -0.019120024517178535, 0.03627932816743851, 0.058973025530576706, 0.024894721806049347, 0.03413201868534088, -0.015331827104091644, -0.004000452347099781, 0.0637575089931488, -0.06119469553232193, -0.028963973745703697, -0.01664978638291359, -0.0656832754611969, 0.011501060798764229, 0.012595552951097488, 0.028852034360170364, -0.03263973072171211, 0.055843785405159, 0.03955536335706711, 0.0007031820132397115, 0.031666550785303116, -0.00486559746786952, 0.02699901908636093, -0.04453710466623306, -0.02392389252781868, -0.07204216718673706, 0.03595586121082306, 0.03582927957177162, -0.004281337838619947, -0.01792091317474842, -0.014927814714610577, -0.027203146368265152, 0.027092142030596733, -0.0669775903224945, -0.0537530817091465, 0.00942922756075859, -0.003005144651979208, -0.018337789922952652, -0.016932092607021332, -0.05707584694027901, 0.03209047392010689, 0.06786753237247467, -0.05439777299761772, -0.03215250372886658, -0.056584496051073074, 0.04702344164252281, -0.004721350036561489, -0.00047912116860970855, -0.07553617656230927, -0.014709683135151863, 0.05572410672903061, 0.014833268709480762, 0.02361137606203556, 0.03788028284907341, -0.01689971424639225, 0.035146404057741165, 0.03463783487677574, -0.01928197778761387, -0.023572061210870743, 0.0037334072403609753, 0.011522145941853523, -0.06363620609045029, 0.026199480518698692, 0.005777270998805761, -0.03765510395169258, -0.04783079773187637, 0.05930541083216667, 0.03171766549348831, -0.01715189218521118, -0.0367165245115757, -0.025627074763178825, -0.0165875181555748, -0.02801414579153061, -0.02744843252003193, 0.03361920639872551, -0.009152076207101345, 0.08488762378692627, 0.004308265633881092, -0.02298610843718052, 0.07642550021409988, 0.02172122895717621, 0.008299129083752632, -0.0172048918902874, 0.053170979022979736, 0.05707665532827377, 0.026041338220238686, -0.019618308171629906, 0.06361845135688782, -0.02927539497613907, -0.03780181333422661, 0.012568153440952301, -0.0477595180273056, -0.0176393985748291, -0.035045936703681946, -0.0070095425471663475, 0.056386545300483704, 0.011509759351611137, 0.06633806973695755, -0.045416805893182755, 0.01741509698331356, 0.005998894106596708, 0.03756062686443329, 0.014484675601124763, 0.020080307498574257, 0.03098979778587818, 0.002554243663325906, 0.0005950210033915937, -0.044454559683799744, 0.018589695915579796, -0.004198197741061449, -0.010113231837749481, 0.013664280995726585, 0.001987755997106433, 0.01679849438369274, -0.011703835800290108, 0.007227797526866198, 0.07610004395246506, -0.02181050181388855, -0.022695094347000122, -0.013641415163874626, 0.03420093655586243, 0.02901148423552513, -0.006158480420708656, -0.033194705843925476, -0.05321117490530014, -0.017445161938667297, -0.027450736612081528, -0.004611697047948837, -0.02997608855366707, -0.01937398687005043, 0.030276790261268616, -0.03368441015481949, 0.022630535066127777, 0.03683462738990784, 0.004073170945048332, -0.017045393586158752, -0.05146176367998123, -0.04734036698937416, -0.03359803184866905, -0.0652068480849266, -0.01860406994819641, 0.0016828903462737799, -0.014667000621557236, -0.028195329010486603, -0.015957685187458992, -0.007846193388104439, -0.021571144461631775, 0.0578969344496727, -0.0277975145727396, -0.032450467348098755, -0.004394213203340769, 0.02357107400894165, 0.048605337738990784, 0.05089561268687248, 0.021616065874695778, -0.0033459628466516733, -0.019949065521359444, -0.02642379142343998, -0.00912572629749775, 0.03781140595674515, 0.0013861862244084477, 0.03353392705321312, -0.09079154580831528, 0.03691261634230614, 0.008975867182016373, 0.011346532963216305, -0.056593041867017746, 0.015486563555896282, 0.022122344002127647, -0.04471873119473457, 0.0680275559425354, -0.02666265144944191, 0.01373940147459507, -0.032553840428590775, -0.008328625932335854, -0.0021547891665250063, 0.014749537222087383, 0.0501755066215992, -0.02533002942800522, 0.0681205615401268, 0.05253461375832558, -0.014194567687809467, -0.028002532199025154, -0.009059708565473557, -0.012671324424445629, 0.001037029200233519, -0.005971918348222971, -0.0018560749012976885, -0.06649769842624664, -0.057250428944826126, 0.017108414322137833, 0.020746378228068352, -0.01000202726572752, -0.056014284491539, 0.014230038039386272, 0.012333143502473831, -0.07292932271957397, 0.007035138085484505, -0.02403675764799118, 0.01652560383081436, -0.025678493082523346, -0.012568914331495762, -0.004042644519358873, 0.036867156624794006, 0.03220456838607788, -0.0026132427155971527, 0.04483402892947197, -0.04101048409938812, -0.019110986962914467, -0.0010963049717247486, 0.0418076291680336, 0.054889313876628876, 0.0028348390478640795, 0.03520077466964722 ]
[ -0.10652796924114227, -0.0026706773787736893, -0.04903591051697731, -0.029659641906619072, 0.05941849574446678, -0.005879469681531191, -0.024027470499277115, -0.01282078679651022, -0.010614670813083649, -0.023198580369353294, 0.0427590049803257, 0.006992598529905081, -0.012297505512833595, 0.004669364541769028, 0.08268807083368301, 0.048072248697280884, -0.014312593266367912, -0.030338050797581673, 0.02178596705198288, 0.06311650574207306, 0.021364819258451462, -0.00836249627172947, 0.022528689354658127, -0.05056353285908699, -0.005753110628575087, 0.03492770344018936, 0.0786321684718132, -0.05985788255929947, 0.007414636202156544, -0.18313699960708618, 0.0005397586501203477, -0.04375505447387695, 0.01680666022002697, -0.018453098833560944, 0.02592572197318077, -0.00800952035933733, 0.004348799120634794, 0.065779909491539, 0.008681084960699081, 0.030065666884183884, -0.02086820639669895, 0.035810258239507675, -0.020425625145435333, -0.05358713120222092, 0.04841528460383415, -0.013251722790300846, 0.010959557257592678, -0.03097793273627758, 0.00821179524064064, -0.02381903864443302, -0.045864224433898926, -0.03896242007613182, -0.015222818590700626, -0.019369615241885185, -0.04024850204586983, -0.020117325708270073, 0.036367420107126236, 0.04415879026055336, -0.0014458185760304332, 0.04308999329805374, 0.0217696912586689, -0.02246527560055256, -0.13796338438987732, 0.10657311230897903, 0.021131521090865135, 0.0512048713862896, 0.00442675594240427, -0.04900416359305382, -0.03280987963080406, 0.050243034958839417, 0.00005701562622562051, -0.011393082328140736, -0.033958837389945984, 0.024224240332841873, 0.03819916769862175, -0.001953545957803726, 0.017771104350686073, 0.025511369109153748, 0.0671268031001091, -0.015159602276980877, -0.012328114360570908, -0.0037955264560878277, -0.02423545904457569, 0.02139052003622055, -0.005065751727670431, 0.041688259690999985, 0.04123998060822487, 0.05290217697620392, 0.049881868064403534, 0.04006754979491234, -0.0010777806164696813, -0.06285778433084488, 0.049659013748168945, 0.0048743304796516895, -0.09269165992736816, -0.002378269098699093, -0.025246165692806244, -0.012195807881653309, -0.03834840655326843, 0.42159318923950195, -0.0522661954164505, -0.02066614106297493, 0.05638004466891289, 0.0239714402705431, -0.019354207441210747, 0.0026889683213084936, 0.016926376149058342, -0.005805131513625383, 0.04992822930216789, -0.042597223073244095, 0.0034039774909615517, 0.027212701737880707, -0.002721461234614253, -0.06282133609056473, 0.008814545348286629, -0.0077988398261368275, -0.0032658930867910385, 0.008060180582106113, -0.040193475782871246, -0.004438542760908604, 0.018785877153277397, -0.023387601599097252, 0.03474733978509903, 0.024291926994919777, 0.009620564989745617, -0.029201434925198555, 0.014274651184678078, 0.06428400427103043, 0.05326619744300842, 0.006701902952045202, 0.024635963141918182, -0.02490128017961979, -0.06955549865961075, -0.027840299531817436, 0.01677732728421688, -0.03042297437787056, 0.039194270968437195, -0.017740631476044655, -0.008119606412947178, -0.004128340631723404, 0.0037738969549536705, 0.016424525529146194, 0.0026637036353349686, 0.0036005759611725807, -0.048967890441417694, 0.10069174319505692, -0.008578576147556305, -0.017206499353051186, -0.04281951114535332, -0.056967273354530334, 0.014295610599219799, 0.0560307651758194, -0.013332726433873177, -0.02031574957072735, 0.0028134773019701242, 0.0077389986254274845, 0.020107995718717575, -0.04790765792131424, -0.04724434018135071, -0.024426210671663284, 0.0003735993814188987, -0.018074342980980873, -0.03470330685377121, 0.06413354724645615, 0.02718660980463028, -0.11047723144292831, -0.039728544652462006, -0.017530422657728195, 0.03163500875234604, -0.03944634273648262, -0.02274763211607933, 0.00628926046192646, 0.006157580763101578, -0.02804286777973175, 0.022542260587215424, 0.007072079461067915, -0.03384222090244293, 0.030691593885421753, -0.004673666320741177, 0.02542305551469326, 0.016955314204096794, -0.006895011756569147, -0.07163750380277634, -0.003962780814617872, -0.00930115394294262, -0.09907590597867966, -0.02619124762713909, -0.006055463571101427, -0.020341450348496437, -0.0482901856303215, -0.07286422699689865, -0.019256334751844406, -0.09350068867206573, 0.056351371109485626, 0.002746319631114602, 0.012149205431342125, 0.01927724853157997, 0.020675554871559143, 0.04009760543704033, -0.04880150780081749, 0.061287205666303635, 0.057073842734098434, -0.04238647222518921, 0.039499156177043915, -0.05359143018722534, 0.02191426046192646, 0.017394762486219406, -0.054898157715797424, 0.0009078934090211987, 0.039952777326107025, -0.07823789864778519, -0.012188245542347431, 0.02943320758640766, 0.02321138046681881, -0.020398855209350586, 0.002527051605284214, -0.0035127419978380203, 0.06590263545513153, 0.026648275554180145, 0.033054936677217484, -0.06308407336473465, -0.0016114148311316967, 0.024551454931497574, -0.3434840738773346, -0.01784522831439972, -0.017204537987709045, -0.03424067795276642, -0.01393558457493782, -0.054510314017534256, -0.018291395157575607, -0.027098029851913452, -0.043604977428913116, 0.0033913461957126856, 0.09948951005935669, 0.004547866992652416, 0.009332207031548023, -0.04834232106804848, -0.026871806010603905, 0.04778410494327545, -0.004688764922320843, -0.05075564235448837, -0.037078939378261566, -0.010695048607885838, -0.032793134450912476, -0.002703066449612379, -0.004795118235051632, -0.06225234270095825, 0.02773921564221382, -0.011034172959625721, 0.09447167068719864, 0.01915101148188114, 0.09721888601779938, -0.029978696256875992, 0.047371961176395416, 0.042599085718393326, -0.0035450721625238657, -0.12969768047332764, 0.004205669742077589, -0.05756398290395737, 0.009471727535128593, 0.012362571433186531, 0.030283307656645775, 0.016247643157839775, -0.011243859305977821, -0.0007420741603709757, -0.04071640223264694, -0.07078231126070023, -0.0004440210177563131, -0.03206838294863701, -0.03783278167247772, -0.026313969865441322, 0.01217666920274496, 0.06193970516324043, -0.01454412192106247, -0.009612128138542175, 0.02439153380692005, 0.06320071220397949, 0.011009812355041504, 0.015541231259703636, -0.05446474254131317, -0.03575033321976662, 0.01785854436457157, 0.03941475600004196, 0.04759201034903526, 0.02944009192287922, 0.033581800758838654, -0.06386948376893997, 0.012137189507484436, 0.014970689080655575, -0.0003286814608145505, -0.005176577717065811, 0.08579496294260025, -0.017216898500919342, -0.06545069813728333, 0.09241924434900284, -0.016592195257544518, -0.00982148852199316, 0.032153140753507614, 0.03330221399664879, -0.04544402286410332, -0.02283567003905773, 0.035997647792100906, 0.020962519571185112, 0.007233514450490475, 0.02513669617474079, 0.037728480994701385, -0.02645166590809822, -0.004669955000281334, 0.0357898585498333, -0.07160558551549911, 0.004212238825857639, 0.015545902773737907, 0.00004853270365856588, -0.028934694826602936, -0.005025425925850868, -0.011229158379137516, -0.04857540875673294, 0.1032775491476059, -0.014551867730915546, -0.22862261533737183, -0.00429800059646368, 0.08516897261142731, 0.04070776700973511, -0.007381383329629898, 0.005735951941460371, 0.0880240723490715, -0.07211992889642715, 0.02276666834950447, 0.032447148114442825, 0.02145211584866047, 0.04806697741150856, 0.01993839256465435, -0.02527628093957901, 0.019086100161075592, -0.012600093148648739, 0.033717598766088486, 0.028037220239639282, 0.06780076771974564, 0.008347410708665848, -0.010372881777584553, -0.02587861195206642, 0.15655241906642914, 0.034629713743925095, -0.0039068288169801235, 0.024263529106974602, 0.009205488488078117, 0.014023183844983578, 0.035635460168123245, 0.030009185895323753, 0.011865406297147274, 0.0014957658713683486, 0.10317110270261765, 0.010815957561135292, 0.03620132803916931, -0.05822955071926117, 0.000932266004383564, 0.044735945761203766, 0.02236129902303219, -0.010729108937084675, -0.00975067913532257, -0.009756743907928467, -0.017747459933161736, 0.028178302571177483, 0.0819992646574974, -0.0002523061411920935, 0.0032464649993926287, -0.0009317282820120454, -0.05313240736722946, -0.05041368678212166, -0.07018110156059265, -0.04262310266494751, 0.02193804644048214, 0.0019023363711312413, -0.008589120581746101, 0.0646599531173706, 0.01491079293191433, -0.0372796393930912, -0.05913373455405235, -0.0035449459683150053, 0.0009353788336738944, 0.0025196487549692392, 0.09883221238851547, 0.009699048474431038, 0.019947929307818413 ]
[ -0.01789512299001217, -0.011694570071995258, -0.0015146300429478288, 0.06288588792085648, 0.047645147889852524, 0.028018873184919357, 0.013853016309440136, 0.02349298819899559, -0.01663989946246147, 0.032904695719480515, 0.0132386339828372, -0.04381292313337326, 0.038191016763448715, 0.008443322032690048, -0.02731102518737316, 0.02374197728931904, 0.019551755860447884, -0.008530566468834877, 0.01461530476808548, 0.05522536486387253, -0.013286841101944447, 0.04211597144603729, 0.008307874202728271, -0.01164444163441658, 0.017664700746536255, 0.010797370225191116, -0.016367705538868904, -0.027551179751753807, 0.02518361806869507, -0.11894828826189041, -0.00754837691783905, -0.022812455892562866, -0.015671325847506523, 0.025285908952355385, 0.043477147817611694, 0.009244941174983978, 0.006761707365512848, 0.01878928951919079, -0.02686966024339199, -0.02130845934152603, -0.037102825939655304, 0.012234815396368504, 0.01946418732404709, -0.014856037683784962, -0.024682587012648582, -0.03978511691093445, -0.013855437748134136, -0.06643860787153244, -0.0028405615594238043, -0.015793541446328163, -0.0038357230369001627, -0.011240622028708458, -0.023043546825647354, -0.027426565065979958, 0.005140322260558605, -0.011722356081008911, -0.02113633044064045, 0.004301462788134813, 0.0031461247708648443, 0.007993447594344616, 0.0372462198138237, -0.011763464659452438, -0.025112872943282127, -0.060851242393255234, 0.026952313259243965, 0.04439353570342064, -0.007364259567111731, -0.008792443200945854, -0.0004170816973783076, 0.006276722066104412, -0.02709435299038887, 0.05163189768791199, -0.021114272996783257, -0.023732636123895645, 0.013468415476381779, -0.0016061599599197507, 0.005691526457667351, 0.0170319601893425, 0.04096043482422829, -0.01534647773951292, -0.019911887124180794, 0.02261735312640667, 0.004261211026459932, 0.04017090052366257, 0.042784933000802994, 0.043847743421792984, -0.005104726180434227, 0.024308837950229645, 0.04638548195362091, 0.005013756919652224, -0.029712647199630737, 0.005994339473545551, -0.006740625482052565, 0.058734793215990067, -0.07055452466011047, -0.05467354133725166, -0.015728237107396126, -0.013209303840994835, -0.002572610741481185, 0.8072265982627869, -0.030261291190981865, -0.015283324755728245, 0.06928476691246033, 0.011701966635882854, 0.020219115540385246, -0.014549288898706436, 0.03679720312356949, -0.00829247198998928, 0.016045842319726944, -0.025277208536863327, 0.005006186198443174, 0.03318113461136818, 0.010448478162288666, 0.0019082472426816821, 0.03655971959233284, -0.0023462502285838127, 0.02996503747999668, -0.009227034635841846, -0.040198542177677155, 0.011762815527617931, 0.006665176711976528, -0.007944664917886257, 0.023483647033572197, -0.008251190185546875, 0.005365164950489998, -0.2108563482761383, 0.022043338045477867, -7.388770310817097e-33, 0.012536086142063141, -0.008478359319269657, 0.0076077464036643505, 0.025818422436714172, 0.04543739929795265, -0.022293712943792343, 0.06505096703767776, 0.03032333217561245, 0.012447529472410679, -0.04660744220018387, 0.00357406516559422, -0.049995359033346176, 0.021283984184265137, 0.006282620131969452, 0.008545377291738987, -0.04955609515309334, -0.012387758120894432, 0.028841203078627586, -0.03877414017915726, -0.026125648990273476, 0.013420174829661846, -0.010336664505302906, 0.0066535151563584805, -0.04453585296869278, 0.0057138013653457165, -0.005328008439391851, 0.033271778374910355, 0.06633186340332031, -0.006815388798713684, -0.03786931931972504, -0.018189286813139915, 0.014211620204150677, 0.012411020696163177, -0.02152029611170292, 0.00008165133476722986, -0.020230500027537346, -0.02168927527964115, -0.009074360132217407, 0.004421185702085495, 0.035449471324682236, -0.04524350166320801, -0.01524269301444292, -0.008259745314717293, 0.01976856216788292, -0.02843458205461502, -0.023348167538642883, -0.02440096065402031, 0.02579786442220211, -0.011655050329864025, -0.03539999946951866, -0.011147149838507175, 0.030063485726714134, -0.013239261694252491, -0.003315416630357504, -0.010701349936425686, -0.0006585837109014392, -0.01753985695540905, 0.02041636034846306, 0.0015767660224810243, 0.023220961913466454, 0.033994849771261215, -0.034384213387966156, -0.04775413125753403, 0.009145306423306465, -0.03550354391336441, -0.009551532566547394, 0.023229271173477173, -0.02840184047818184, 0.023536300286650658, -0.023649107664823532, -0.052085597068071365, -0.013180346228182316, -0.004288500640541315, -0.028128808364272118, 0.021130720153450966, 0.016698947176337242, -0.02336881496012211, 0.02440900169312954, 0.019821694120764732, 0.06760714203119278, -0.007119308691471815, 0.00144306814763695, 0.004477113019675016, -0.04852934926748276, -0.013300527818500996, -0.028430307283997536, 0.005016966722905636, -0.022047054022550583, -0.008350295946002007, 0.004771619103848934, 0.04660569503903389, -0.0190960094332695, -0.027175188064575195, -0.01785164698958397, -0.03737396001815796, 7.165053899388446e-33, 0.006698594894260168, -0.02990097925066948, -0.018188774585723877, 0.0014947662129998207, -0.008109894581139088, -0.032497912645339966, 0.007792824879288673, -0.006948198191821575, -0.029041524976491928, -0.0036088458728045225, -0.006015083286911249, 0.018762119114398956, -0.04948222264647484, 0.027537157759070396, 0.05598234757781029, -0.00047282129526138306, 0.0419357568025589, -0.014031331986188889, 0.057633448392152786, 0.013488639146089554, 0.014206777326762676, 0.02097507193684578, -0.0028927538078278303, -0.010675719939172268, 0.03057791106402874, 0.048826366662979126, -0.023307450115680695, 0.002465207828208804, 0.0063478234224021435, 0.008998831734061241, 0.014190484769642353, 0.014896787703037262, -0.00483091501519084, -0.08156609535217285, -0.02056274749338627, 0.047864336520433426, -0.00980416964739561, -0.03451933711767197, -0.0033450715709477663, -0.030948515981435776, 0.02884601801633835, 0.0003643364761956036, 0.018522970378398895, 0.0254337340593338, 0.02075236476957798, 0.01677023060619831, 0.00738099729642272, -0.013753660023212433, 0.0066765365190804005, 0.010580724105238914, 0.0009853396331891418, 0.008273884654045105, 0.01924147829413414, -0.0015909638023003936, 0.024811016395688057, -0.02324354462325573, -0.021161586046218872, -0.009718497283756733, -0.030475424602627754, -0.02337750978767872, -0.0021442517172545195, -0.011759900487959385, -0.007424346171319485, -0.0014600700233131647, -0.0334567092359066, 0.0480676107108593, -0.03792627155780792, 0.0067761605605483055, 0.019602760672569275, -0.04417203739285469, -0.03990129753947258, -0.009236302226781845, -0.03939516097307205, 0.04293861240148544, -0.01929139718413353, -0.07231025397777557, 0.03724629431962967, 0.02424105815589428, -0.0007914803572930396, 0.014503606595098972, -0.004776793997734785, 0.007450960576534271, 0.0011051641777157784, -0.007265330292284489, -0.0021999625023454428, 0.01802491955459118, -0.03493430092930794, -0.026456238701939583, -0.026714039966464043, -0.02503504604101181, -0.06300365924835205, -0.04537338763475418, -0.022483451291918755, 0.028550805523991585, -0.016336187720298767, -1.2640775537420268e-8, -0.04302055761218071, 0.06234283372759819, -0.016092680394649506, -0.030353916808962822, 0.00855227466672659, 0.014385088346898556, -0.045710593461990356, -0.013301512226462364, -0.0019539231434464455, 0.03455967456102371, 0.0192360021173954, -0.020629966631531715, 0.016936711966991425, 0.008765645325183868, -0.02781139872968197, -0.023771299049258232, -0.022738806903362274, 0.03974873200058937, 0.034213434904813766, -0.029624439775943756, 0.033059414476156235, 0.06414182484149933, 0.015383961610496044, 0.006945598870515823, 0.03818178176879883, 0.015056850388646126, 0.023862089961767197, -0.09223227202892303, 0.0032410521525889635, 0.05646008253097534, 0.00033297145273536444, -0.006518898997455835, -0.04775678738951683, 0.022175060585141182, -0.016052745282649994, -0.0009010545327328146, 0.0035718283616006374, 0.0037003071047365665, 0.06423509120941162, 0.008084726519882679, 0.014706683345139027, 0.01997990906238556, 0.014383611269295216, -0.0004928812850266695, 0.0006166758830659091, 0.009375344030559063, -0.0430668406188488, -0.0024079792201519012, 0.01607312075793743, -0.04953403398394585, 0.007073843386024237, -0.0008897433872334659, -0.014528351835906506, 0.0453634113073349, 0.003130089957267046, 0.014597069472074509, 0.03180235996842384, -0.033972855657339096, -0.03330662101507187, 0.033908192068338394, 0.006802576594054699, 0.028388096019625664, -0.00936493556946516, -0.010121376253664494 ]
aspnet-mvc-pre-compiling-views-when-using-safeencodingcsharpcodeprovider
https://markhneedham.com/blog/2009/03/24/aspnet-mvc-pre-compiling-views-when-using-safeencodingcsharpcodeprovider
false
2009-03-15 09:45:19
QCon London 2009: The Power of Value - Power Use of Value Objects in Domain Driven Design - Dan Bergh Johnsson
[ "qconlondon", "qcon", "infoq", "conferences" ]
[ "QCon" ]
The final http://qconlondon.com/london-2009/tracks/show_track.jsp?trackOID=228[Domain Driven Design] talk I attended at http://qconlondon.com/london-2009[QCon] was by http://dearjunior.blogspot.com/[Dan Bergh Johnsson] about the http://qconlondon.com/london-2009/presentation/The+Power+of+Value+-+Power+Use+of+Value+Objects+in+Domain+Driven+Design[importance of value objects in our code]. I thought this session fitted in really well as a couple of the previous speakers had spoken of the under utilisation of value objects. The slides for the presentation are http://qconlondon.com/london-2009/file?path=/qcon-london-2009/slides/DanBerghJohnsson_ThePowerOfValuePowerUseOfValueObjectsInDomainDrivenDesign.pdf[here]. == What did I learn? * Dan started the talk by outlining the goal for the presentation which was to 'show how power use of value objects can radically change design and code, hopefully for the better'. A lot of the presentation was spent refactoring code written without value objects into shape. * We started out with a brief description of what value objects are not which I found quite amusing. To summarise,*they are not DTOS, not Java beans and not objects with public fields*. The aim with value objects is to *swallow computational complexity* from our entities. Creating what Dan termed 'compound value objects' provides a way to do this. The benefits of doing this are reduced complexity in entities and code which is *more extensible, more testable and has less concurrency issues*. * I found myself quite intrigued as to how you would be able to spot an opportunity in your code to introduce a value object and almost as soon as I wrote down the question Dan covered it! Some opportunities include strings with format limitations, integers with limitations or arguments/results in service methods. The example used was a phone number which was being passed all over the place as a string - refactoring this allowed the code to become *explicit* - before the concept existed but it was never properly spelled out - and it *pulled all the functionality into one place*. * Dan's term for this was '*data as centres of gravity*' - once you have the value object anything related to that data will be drawn towards the object until you have a very useful reusable component. He pointed out that '*your API has 10-30 seconds to direct a programmer to the right spot before they implement it [the functionality] themselves*'. I think this was a fantastic reason for encouraging us to name these objects well as we pretty much only have the amount of time it takes to hit 'Ctrl-N' in IntelliJ, for example, and to type in a potential class name. * Another interesting point which was being http://twitter.com/rbanks54/statuses/1316885410[discussed] http://twitter.com/rbanks54/statuses/1316738208[on] http://search.twitter.com/search?q=&ands=&phrase=&ors=&nots=&tag=&lang=all&from=rbanks54&to=caseycharlton&ref=&near=&within=15&units=mi&since=&until=&source=&rpp=15[twitter] as the presentation was going on was whether we should be *going to our domain expert after discovering these value objects and asking them whether these objects made sense to them*. Dan said that this is indeed the best way to go about it. I have to say that what struck me the most across all the presentations was the massive emphasis on getting the domain expert involved all the time. * Seemingly randomly Dan pointed out an approach called http://www.qi4j.org/[composite oriented programming] which is all about using DDD terminology but inside a framework to drive development. I've only had a brief look at the website so I'm not sure if it's anything worth shouting about. * In the second half of the session *compound value objects* were introduced - these basically encapsulate other value objects to come up with even more explicitly named objects. The examples in the http://qconlondon.com/london-2009/file?path=/qcon-london-2009/slides/DanBerghJohnsson_ThePowerOfValuePowerUseOfValueObjectsInDomainDrivenDesign.pdf[slides] are very useful for understanding the ideas here so I'd recommend having a look from slide 44 onwards. The underlying idea is to encapsulate multi object behaviour and context and make implicit context explicit. This idea is certainly one that is new to me so I'm going to be looking at our code base to see if there's an opportunity to introduce the ideas I learnt in this talk. * To close Dan rounded up the benefits we get from introducing value objects into our code - *context aware client code, smart services and a library with an API*.
null
null
[ 0.010036882013082504, 0.009504172019660473, -0.0027587725780904293, 0.05668303743004799, 0.07343926280736923, 0.03285116329789162, 0.02632196806371212, 0.03548122197389603, 0.02000253275036812, -0.014458972029387951, -0.015510087832808495, -0.0005385006661526859, -0.06487424671649933, 0.007714930456131697, -0.023364173248410225, 0.058416593819856644, 0.07966845482587814, -0.0237335916608572, 0.03825204074382782, 0.009710881859064102, 0.03099961392581463, 0.06661632657051086, -0.00806062389165163, 0.03229814022779465, 0.03730679303407669, 0.02948622964322567, 0.007757009472697973, 0.031034482643008232, -0.04796276614069939, -0.02629530429840088, 0.03403766080737114, 0.006484350189566612, -0.0036566017661243677, 0.0113948043435812, 0.01877470500767231, -0.00004166067810729146, -0.003009759122505784, -0.007455538492649794, -0.011451480910182, 0.036000967025756836, -0.06455886363983154, 0.0380730964243412, -0.00044158383389003575, 0.022033631801605225, -0.03500361368060112, -0.007847039960324764, -0.04772374778985977, -0.0027620112523436546, -0.028558839112520218, 0.010534845292568207, -0.0587700679898262, 0.04324503615498543, -0.019124535843729973, 0.013446365483105183, -0.023134147748351097, 0.043836843222379684, 0.026535574346780777, -0.08271447569131851, -0.007877620868384838, -0.06871991604566574, 0.005621922202408314, -0.013097487390041351, -0.004686737898737192, 0.030313346534967422, 0.021859655156731606, -0.013181173242628574, -0.011937374249100685, 0.03452591970562935, -0.04314059391617775, -0.012602272443473339, -0.01835610717535019, 0.008097121492028236, 0.008784878067672253, -0.02024669572710991, -0.006023864261806011, -0.03951701521873474, 0.008511031046509743, 0.059421516954898834, 0.004619732033461332, 0.04121897369623184, -0.004253026098012924, -0.0008185476181097329, 0.01860394887626171, 0.027397222816944122, 0.002252994105219841, -0.03981095179915428, -0.01688554510474205, -0.026831932365894318, -0.0478903204202652, 0.05381486937403679, 0.014579899609088898, -0.04026211053133011, 0.009029283188283443, 0.0339956171810627, 0.005050312262028456, 0.01617266796529293, 0.025572409853339195, 0.00867881067097187, -0.013401959091424942, -0.010161344893276691, -0.0282290019094944, -0.02810658887028694, 0.026228953152894974, -0.013562769629061222, -0.07320816814899445, -0.01747535541653633, -0.036324672400951385, -0.016667911782860756, 0.02111046016216278, 0.014680357649922371, -0.04277067258954048, 0.022499121725559235, -0.014773325063288212, 0.008027120493352413, -0.053339794278144836, 0.05735873430967331, 0.0072785974480211735, -0.03379540517926216, -0.013393230736255646, 0.03234158083796501, 0.03918522968888283, 0.013771461322903633, -0.025105440989136696, 0.07588216662406921, 0.014892976731061935, 0.015186070464551449, -0.012146888300776482, 0.05956869199872017, -0.010004838928580284, -0.06296355277299881, 0.0010251033818349242, 0.03823172301054001, -0.037964027374982834, -0.018421245738863945, -0.01772104762494564, -0.05095317214727402, 0.01066503208130598, -0.003040711395442486, 0.0528264120221138, 0.04166064411401749, 0.004957730881869793, -0.0711255818605423, 0.02791343815624714, -0.00326350680552423, 0.03765079006552696, 0.006832115817815065, -0.0007972585735842586, -0.016626695170998573, -0.0167034100741148, 0.00357315712608397, -0.011252031661570072, 0.03183431550860405, 0.03815070167183876, -0.03885887190699577, 0.022984109818935394, 0.08231694996356964, 0.02730407938361168, 0.024920761585235596, -0.0010660785483196378, 0.049671247601509094, 0.03212711215019226, 0.018877334892749786, 0.007002719212323427, 0.024416275322437286, 0.01800129935145378, 0.001654585707001388, -0.0005962587310932577, 0.059015903621912, -0.003324831835925579, -0.033554986119270325, -0.07520213723182678, -0.07447134703397751, 0.05482009798288345, -0.05408790707588196, -0.04224056005477905, 0.035003241151571274, 0.08524547517299652, 0.013072780333459377, 0.03443757817149162, 0.009721304289996624, -0.07240062952041626, 0.0009508915827609599, 0.013526655733585358, 0.005795442033559084, 0.03901144117116928, -0.008078250102698803, 0.05993801727890968, 0.039308372884988785, -0.010174933820962906, 0.054719600826501846, -0.07449346035718918, -0.06307402998209, -0.028595786541700363, -0.03921021148562431, 0.04463641345500946, -0.018552878871560097, 0.012725917622447014, 0.06945643573999405, 0.005970443598926067, 0.05280252918601036, 0.03235483542084694, -0.0034447102807462215, 0.007731935009360313, -0.03816767781972885, -0.015185801312327385, 0.023331115022301674, 0.056022752076387405, 0.003585521364584565, -0.03802603855729103, 0.005387102719396353, 0.010447395034134388, -0.008672012016177177, 0.04521170258522034, -0.016149496659636497, 0.020654208958148956, -0.00448598014190793, 0.040714263916015625, -0.026573967188596725, 0.034192878752946854, -0.0661899521946907, 0.009504718706011772, 0.030009938403964043, -0.0028733727522194386, 0.010656817816197872, 0.00019960403733421117, 0.14458943903446198, 0.04535825550556183, -0.03815944492816925, -0.05170547962188721, 0.030303677543997765, 0.01133295614272356, -0.02296319045126438, 0.0012631933204829693, -0.02730351686477661, 0.013689938001334667, 0.031195374205708504, -0.053366027772426605, -0.016732435673475266, 0.018227478489279747, -0.012209950014948845, 0.009190407581627369, 0.05324346199631691, -0.04784269258379936, 0.03986625373363495, 0.0010021565249189734, -0.008737116120755672, -0.004766540601849556, -0.039667971432209015, -0.05476340278983116, -0.01003577932715416, -0.009070510044693947, -0.004386234562844038, 0.055430784821510315, -0.00028794031823053956, -0.00892958790063858, -0.038377515971660614, -0.028900202363729477, 0.005880614742636681, 0.03229605033993721, 0.06873781979084015, -0.00028887984808534384, 0.08767018467187881, -0.004579030442982912, 0.010859624482691288, -0.012898721732199192, -0.045953817665576935, -0.012148898094892502, -0.02260890230536461, 0.024535367265343666, 0.0435384176671505, 0.016861144453287125, 0.02563953399658203, 0.0041360436007380486, -0.004229656420648098, -0.0151212764903903, -0.017062488943338394, 0.018979819491505623, -0.0004815567226614803, -0.012152918614447117, -0.026154281571507454, -0.03882506862282753, 0.05303603410720825, -0.04195524379611015, -0.028283419087529182, 0.006564206909388304, -0.060754984617233276, 0.04068312048912048, -0.059270769357681274, -0.05772671848535538, 0.0019107114057987928, 0.026622159406542778, 0.03319060057401657, -0.013221975415945053, 0.006695742253214121, 0.07784813642501831, 0.012580866925418377, 0.01022140309214592, -0.013088243082165718, -0.02489592507481575, 0.035908058285713196, -0.006086753681302071, 0.008054631762206554, 0.02730969712138176, 0.006086383480578661, 0.005655993707478046, -0.04557754844427109, 0.02694438025355339, 0.000041834799048956484, -0.2790810167789459, 0.0070020342245697975, -0.00019290574709884822, -0.049785006791353226, 0.003647787729278207, -0.0008532205247320235, -0.006447115913033485, -0.04708202928304672, -0.022882428020238876, 0.015470489859580994, -0.027155468240380287, -0.08267387747764587, -0.036038484424352646, 0.04959147423505783, 0.0005594944232143462, 0.030026109889149666, 0.03304455801844597, -0.02754574455320835, -0.011740008369088173, 0.055661801248788834, -0.019286414608359337, -0.0822681337594986, 0.009377241134643555, 0.046055737882852554, 0.033329155296087265, 0.052013546228408813, -0.0982964038848877, 0.019368287175893784, -0.05515449121594429, 0.010425502434372902, 0.014811301603913307, 0.011719359084963799, -0.012811306864023209, -0.027737198397517204, -0.0025072921998798847, -0.00834706611931324, 0.025748390704393387, -0.0008663633489049971, -0.01107041910290718, 0.024610130116343498, -0.030182238668203354, -0.03468810021877289, -0.006591568700969219, 0.031079577282071114, 0.07457024604082108, 0.009029463864862919, -0.07274826616048813, 0.0070778378285467625, -0.052016567438840866, 0.052499644458293915, -0.03538041561841965, -0.031135590746998787, 0.006476244889199734, 0.04125428572297096, -0.020229380577802658, -0.010287643410265446, -0.01377478614449501, -0.016403695568442345, -0.044593486934900284, -0.01650737226009369, -0.011927292682230473, -0.03500846028327942, -0.008073188364505768, -0.03067990019917488, -0.014142943546175957, -0.04997776076197624, -0.07203995436429977, 0.007206817157566547, 0.08587522804737091, 0.04000159725546837, -0.018639421090483665, 0.030734781175851822, -0.001571838976815343, -0.1186932623386383, 0.0019309601048007607, -0.013914824463427067, 0.0062751988880336285, -0.01436382345855236, 0.00954267755150795, 0.039196863770484924, -0.02132592722773552, -0.07000306248664856, 0.01561717689037323, 0.02005195990204811, 0.012695768848061562, -0.021878520026803017, 0.01882212795317173, -0.008929670788347721, -0.017539897933602333, -0.00881919078528881, 0.08427516371011734, -0.01929994486272335, -0.0222178865224123, -0.030806293711066246, 0.02303304523229599, 0.006495181936770678, 0.017404941841959953, -0.015565299428999424, -0.013316420838236809, 0.036017339676618576, 0.0023436127230525017, -0.06320531666278839, 0.03071380965411663, -0.021360091865062714, -0.0103863924741745, -0.01549091562628746, -0.05814644321799278, 0.015888260677456856, 0.017706358805298805, 0.022590739652514458, -0.008697915822267532, -0.025513168424367905, 0.003269803011789918, -0.05411326512694359, -0.04397740960121155, -0.03477306291460991, 0.0030008377507328987, 0.04674641415476799, -0.00007972850289661437, -0.048959724605083466, -0.04188546538352966, 0.020874928683042526, 0.009410683065652847, -0.01663113385438919, -0.06788741052150726, -0.020950913429260254, -0.02488057315349579, -0.009846879169344902, -0.0009192163706757128, 0.012154988944530487, -0.019659407436847687, 0.03341226279735565, -0.0012860797578468919, -0.017088117077946663, 0.003458244726061821, -0.008170641958713531, -0.04661077633500099, -0.01642601564526558, -0.00901033729314804, -0.00882575660943985, 0.045342810451984406, 0.006322764325886965, 0.02732129395008087, 0.0071921334601938725, 0.026309804990887642, -0.001425820286385715, 0.03747602552175522, -0.00935695692896843, 0.023111170157790184, 0.006270603276789188, 0.001452616066671908, -0.08511326462030411, 0.016379164531826973, -0.051153142005205154, -0.031014276668429375, -0.04081561788916588, 0.036896444857120514, -0.022622039541602135, -0.029009517282247543, -0.02281997539103031, 0.025957714766263962, -0.038463473320007324, -0.04332127794623375, -0.018229369074106216, 0.03545660153031349, 0.05496881157159805, -0.03985781595110893, 0.03914337232708931, -0.020834436640143394, -0.027261629700660706, 0.0065507409162819386, -0.0015512073878198862, -0.038483135402202606, 0.0037838867865502834, 0.01308085210621357, -0.022813301533460617, 0.0013428364181891084, -0.0034203235991299152, 0.032041214406490326, 0.02601626142859459, 0.0054800561629235744, -0.02409123070538044, 0.017458591610193253, 0.0059336526319384575, 0.059269778430461884, 0.0029027205891907215, 0.0005233094561845064, 0.015224178321659565, -0.011538625694811344, -0.035902999341487885, -0.04801161587238312, -0.02598593197762966, 0.00322745437733829, 0.01798708736896515, -0.04008624330163002, -0.07400094717741013, 0.04859372600913048, 0.01613733358681202, 0.01604934222996235, 0.013589822687208652, 0.023301957175135612, 0.0012094784760847688, -0.019967271015048027, 0.029842492192983627, 0.04736987128853798, -0.060363639146089554, 0.0037767933681607246, 0.0009127300581894815, 0.02200488932430744, 0.02799680083990097, 0.029749076813459396, -0.045683953911066055, 0.00021122432372067124, -0.03443657234311104, -0.013221372850239277, -0.03630731999874115, -0.019164038822054863, -0.03080754168331623, 0.008617035113275051, -0.017933478578925133, 0.0043312967754900455, -0.003151264740154147, -0.02698305808007717, -0.005239265039563179, -0.020956913009285927, 0.024885041639208794, -0.03682182356715202, 0.02015758492052555, 0.028677962720394135, -0.044406503438949585, 0.0033243049401789904, -0.029276007786393166, -0.0017892972100526094, 0.023524025455117226, -0.02604055590927601, -0.0021682525984942913, -0.04337781295180321, 0.013806811533868313, -0.0016401524189859629, 0.058119118213653564, 0.006367993541061878, -0.0244977418333292, -0.03468344733119011, 0.01662229187786579, -0.04119214788079262, 0.03963330388069153, -0.017171045765280724, -0.015830688178539276, 0.02386292815208435, 0.057561244815588, 0.009963647462427616, 0.034890178591012955, -0.008787318132817745, 0.0022127702832221985, 0.06091996282339096, -0.07160396128892899, -0.003605050500482321, -0.04733140021562576, -0.06942514330148697, -0.016322018578648567, 0.008895114064216614, 0.03986655920743942, -0.023641312494874, 0.028095625340938568, 0.04386010020971298, 0.047883693128824234, 0.02089041657745838, -0.00018359969544690102, 0.041303277015686035, -0.03559497743844986, 0.013394101522862911, -0.09042894095182419, 0.011783300898969173, 0.042670946568250656, 0.013075713999569416, -0.025498485192656517, -0.0004131594323553145, -0.0459987074136734, 0.047026295214891434, -0.07665475457906723, -0.005496140569448471, 0.0441070981323719, 0.014540755189955235, -0.014307640492916107, 0.025670617818832397, -0.06771958619356155, 0.008902923204004765, 0.028797881677746773, -0.03273554891347885, -0.02011730521917343, -0.022636089473962784, 0.03333790972828865, 0.018784763291478157, 0.023002371191978455, -0.042966317385435104, 0.008610537275671959, 0.06277819722890854, 0.009710975922644138, 0.0016058548353612423, 0.03943460434675217, -0.008177693001925945, 0.046986255794763565, 0.031240267679095268, -0.012449056841433048, 0.017105024307966232, 0.0098539087921381, -0.004352468531578779, -0.07854986935853958, 0.02075217105448246, 0.022302117198705673, -0.022020883858203888, -0.05180630460381508, 0.05887337401509285, 0.012101459316909313, -0.03352092579007149, -0.03522634506225586, 0.01479373686015606, -0.057205311954021454, -0.010153952054679394, -0.004129067063331604, -0.012810192070901394, -0.04099828004837036, 0.04853593185544014, 0.00758872227743268, 0.006583430804312229, 0.0748758465051651, 0.010356355458498001, -0.0465301088988781, -0.013112420216202736, 0.1033603623509407, 0.09490499645471573, 0.04558847099542618, -0.013553459197282791, 0.05919497460126877, -0.025154730305075645, -0.048821333795785904, 0.023360736668109894, -0.021891774609684944, -0.009324233047664165, -0.022915272042155266, 0.017126040533185005, 0.06694134324789047, -0.0229342021048069, 0.07023630291223526, -0.029978003352880478, -0.018695838749408722, -0.0047250911593437195, 0.006205633748322725, 0.04145871475338936, 0.06708130985498428, 0.027770165354013443, 0.028624841943383217, -0.010373882949352264, -0.04058539494872093, 0.019352180883288383, -0.018715735524892807, -0.023987552151083946, 0.02763834409415722, 0.006490353960543871, 0.02707883156836033, 0.01743234694004059, 0.049260031431913376, 0.09477289021015167, -0.03229565918445587, 0.007029385305941105, -0.0034910517279058695, 0.009676066227257252, 0.037704698741436005, 0.013275946490466595, -0.008186159655451775, -0.026356663554906845, 0.0006238532951101661, -0.01483527384698391, -0.00888730026781559, -0.01831384189426899, -0.030402369797229767, 0.06665505468845367, -0.021918142214417458, 0.017577627673745155, 0.02259131520986557, -0.005770071875303984, -0.04876384884119034, -0.07277021557092667, -0.05180205777287483, -0.031228618696331978, -0.07400690764188766, -0.04400123283267021, 0.02333696372807026, -0.012698260135948658, -0.044989991933107376, -0.026653846725821495, -0.00963912345468998, -0.014198658987879753, 0.06019987165927887, -0.049388669431209564, -0.02425810880959034, 0.038530074059963226, -0.0021850906778126955, 0.028112487867474556, 0.03002842515707016, 0.05544520542025566, -0.0019398457370698452, -0.009675227105617523, -0.023991303518414497, 0.0076638152822852135, 0.03598569706082344, 0.02721087820827961, 0.011709329672157764, -0.08705780655145645, 0.0019250084878876805, 0.016973130404949188, -0.0338837131857872, -0.0707307755947113, 0.019298482686281204, 0.01394171454012394, 0.010184792801737785, 0.03775811567902565, -0.009226089343428612, 0.013497952371835709, -0.044714562594890594, -0.025933772325515747, 0.009264339692890644, 0.014523846097290516, 0.04382549971342087, -0.015858424827456474, 0.08412329852581024, 0.028113944455981255, -0.03175660967826843, -0.05065668374300003, -0.0010783220641314983, 0.00039308425039052963, -0.00636510131880641, -0.025749260559678078, -0.041267406195402145, -0.04550318792462349, -0.06926237046718597, -0.017422733828425407, 0.007844438776373863, -0.03683073818683624, -0.021187176927924156, 0.009858540259301662, 0.051666151732206345, -0.03261062875390053, 0.03928709402680397, -0.058571550995111465, 0.03688083216547966, -0.005484551191329956, -0.0028745282907038927, -0.015506490133702755, 0.02078840136528015, -0.0008353249868378043, 0.016904138028621674, 0.02655891142785549, -0.0433897003531456, -0.010273313149809837, -0.008804868906736374, 0.038233235478401184, 0.016767095774412155, 0.0019679816905409098, -0.0064979419112205505 ]
[ -0.09315889328718185, 0.0004634509969037026, -0.04444447532296181, -0.05432010814547539, 0.013073361478745937, -0.01685187965631485, -0.04320952668786049, 0.04748911038041115, 0.017589839175343513, 0.00129728636238724, -0.005650712177157402, -0.009773311205208302, 0.010236882604658604, -0.013093233108520508, 0.09085793048143387, 0.0012205808889120817, -0.021078534424304962, -0.062302663922309875, 0.00801597535610199, 0.03311701491475105, 0.038283828645944595, -0.054295629262924194, -0.03519732132554054, -0.040775805711746216, 0.002672896720468998, 0.03171109780669212, 0.024224400520324707, -0.023692261427640915, 0.036667656153440475, -0.2197745442390442, -0.007600946817547083, 0.016024835407733917, 0.042457208037376404, -0.016474157571792603, -0.0101030133664608, 0.050434377044439316, 0.011408943682909012, 0.008867689408361912, -0.013133397325873375, 0.0477575957775116, 0.012543844990432262, 0.006257877219468355, -0.047406408935785294, -0.03983485698699951, 0.009174025617539883, -0.026093967258930206, 0.015973586589097977, -0.042390305548906326, -0.025016987696290016, 0.016567468643188477, -0.05212679132819176, -0.012551713734865189, -0.011796652339398861, -0.026051310822367668, -0.017359107732772827, 0.03802746906876564, 0.042950015515089035, 0.0805765762925148, -0.003169221803545952, 0.011713412590324879, 0.028019368648529053, -0.021036235615611076, -0.13152846693992615, 0.10014351457357407, 0.059818267822265625, 0.0529426746070385, -0.02121674083173275, -0.03333107382059097, -0.026347387582063675, 0.0761646255850792, 0.03525702655315399, -0.007284955587238073, -0.004954234696924686, 0.014979311265051365, 0.017334433272480965, -0.017819508910179138, -0.0035430672578513622, -0.003594431094825268, 0.030205104500055313, -0.061432529240846634, -0.01835797354578972, -0.004997322801500559, -0.015326610766351223, 0.013268349692225456, -0.025113074108958244, 0.025125229731202126, -0.01024856697767973, 0.04145548492670059, 0.03495055437088013, 0.02757861837744713, 0.029804985970258713, -0.022051116451621056, 0.0382741317152977, 0.0032960164826363325, -0.06687184423208237, 0.019085418432950974, -0.00777475768700242, -0.013223795220255852, -0.03263530135154724, 0.45328691601753235, -0.0041429451666772366, -0.012012549676001072, 0.05243982747197151, -0.0002301747736055404, -0.0076717231422662735, 0.008032850921154022, -0.007929863408207893, -0.06569087505340576, 0.04756302386522293, -0.0317472368478775, 0.0077813658863306046, 0.012995303608477116, 0.049876704812049866, -0.03807315230369568, -0.013250299729406834, 0.006394015159457922, 0.024277985095977783, 0.006992602255195379, 0.019913451746106148, -0.015121355652809143, -0.006572762504220009, 0.02271438017487526, 0.023842262104153633, 0.0222023893147707, -0.010500884614884853, -0.028119495138525963, -0.006448689382523298, 0.063609279692173, -0.0019373800605535507, 0.03323361650109291, 0.05443740263581276, -0.04258805513381958, -0.06599132716655731, -0.007379242684692144, 0.024632226675748825, 0.0185275636613369, 0.034856949001550674, -0.025437910109758377, 0.011510212905704975, 0.05987487733364105, -0.026214540004730225, 0.003353658365085721, -0.01029756385833025, -0.012442692182958126, -0.04640907794237137, 0.09167691320180893, 0.027356261387467384, -0.02762637287378311, -0.00014986877795308828, -0.016003740951418877, 0.023963628336787224, 0.04453626647591591, -0.003743781242519617, -0.0868280827999115, 0.008610344491899014, 0.03958620876073837, 0.06311875581741333, -0.005467170383781195, -0.061836231499910355, -0.052815474569797516, -0.01236257329583168, 0.004123528487980366, -0.06528577208518982, 0.09107158333063126, 0.01754963956773281, -0.11025083810091019, 0.0021887209732085466, -0.0017110344488173723, 0.032838717103004456, -0.0641445592045784, -0.013760246336460114, 0.027230853214859962, -0.0463433600962162, -0.01877877302467823, 0.08885658532381058, -0.03167697414755821, -0.0432632677257061, 0.01805899478495121, 0.03973568603396416, 0.0112336166203022, 0.01759432815015316, 0.013811731711030006, -0.04640091210603714, 0.006163768470287323, -0.02306305430829525, -0.0821441113948822, -0.05128521844744682, -0.0035409487318247557, -0.048447687178850174, 0.019436819478869438, -0.019195038825273514, -0.020265832543373108, -0.08897595852613449, 0.07951319962739944, -0.03399620205163956, -0.044469449669122696, 0.018309449777007103, 0.0025567542761564255, -0.03539099544286728, -0.0014504907885566354, -0.013440328650176525, 0.049379657953977585, -0.024222204461693764, 0.028064662590622902, -0.046785660088062286, 0.0243154875934124, 0.04693937674164772, -0.019503241404891014, 0.05291971191763878, 0.041151903569698334, -0.043668828904628754, -0.007137207314372063, 0.013430572114884853, 0.012434673495590687, -0.0070281620137393475, -0.02658648043870926, 0.02213701419532299, 0.03583516925573349, -0.010471416637301445, 0.004000672604888678, -0.04087522625923157, -0.00555211678147316, -0.025135239586234093, -0.3584407866001129, -0.03350042179226875, -0.03611058369278908, -0.031330350786447525, 0.008273730054497719, -0.0488659106194973, 0.03490817919373512, -0.010850253514945507, -0.027140995487570763, 0.002924312837421894, 0.0432269424200058, -0.024518363177776337, -0.023610983043909073, -0.07568441331386566, -0.023514071479439735, -0.002166934311389923, -0.010026935487985611, -0.03669736906886101, -0.05452397093176842, 0.0134910698980093, 0.002210645005106926, -0.01710401475429535, 0.008373714983463287, -0.08404698967933655, 0.0033005797304213047, -0.055047400295734406, 0.09593832492828369, -0.03845760226249695, 0.09656333923339844, -0.01876804046332836, 0.06108926236629486, 0.004747477825731039, 0.004110169596970081, -0.07982102036476135, 0.01107590738683939, -0.01709127239882946, 0.0009681395022198558, 0.03164403885602951, 0.02471085637807846, -0.012910721823573112, -0.038252316415309906, 0.004863508976995945, -0.044948428869247437, -0.0557996891438961, -0.01965256780385971, 0.0007858938188292086, -0.02104817144572735, -0.04163743928074837, 0.001298794406466186, 0.08489859104156494, 0.0012928699143230915, -0.013271640986204147, 0.015397459268569946, 0.043533410876989365, -0.013909910805523396, -0.026878274977207184, -0.03945286199450493, 0.015725072473287582, 0.029325420036911964, 0.0300443097949028, 0.01930440589785576, 0.042408302426338196, 0.01846029795706272, -0.032686974853277206, 0.012326879426836967, -0.008964837528765202, 0.03567065671086311, -0.007127813529223204, 0.0704541876912117, -0.05255240947008133, -0.03209490329027176, 0.06029735133051872, 0.013142252340912819, -0.020735420286655426, 0.028241246938705444, 0.020285017788410187, -0.03009338490664959, 0.036108918488025665, 0.013357476331293583, 0.023325063288211823, 0.022415170446038246, 0.018671104684472084, 0.037492748349905014, -0.032052699476480484, -0.0033772489987313747, 0.03886539861559868, 0.004567216150462627, -0.02951383776962757, 0.022694163024425507, -0.012473950162529945, -0.037216540426015854, -0.02508879452943802, -0.008454456925392151, -0.05410604923963547, 0.06550104171037674, -0.0026048363652080297, -0.26106491684913635, 0.02175036445260048, 0.07289663702249527, 0.06343010067939758, 0.009270799346268177, 0.057630497962236404, 0.03414302319288254, -0.06538539379835129, 0.006503320764750242, 0.006755656097084284, 0.013612193986773491, 0.02134028822183609, 0.025873279199004173, -0.007382003124803305, 0.06504493206739426, -0.009494191035628319, 0.035527102649211884, -0.014753425493836403, 0.025262387469410896, -0.007294492796063423, 0.012137938290834427, 0.0023991852067410946, 0.1759016066789627, -0.014430675655603409, 0.046855539083480835, 0.007735992316156626, -0.01008591242134571, 0.001763049280270934, 0.07895257323980331, 0.040193356573581696, -0.009298666380345821, 0.012654971331357956, 0.07331360131502151, 0.004374849610030651, 0.004832134582102299, -0.05924638733267784, -0.03877060487866402, 0.013087310828268528, 0.017367500811815262, -0.008022494614124298, 0.030164260417222977, 0.0033662100322544575, -0.028405863791704178, 0.04543469473719597, 0.06508482992649078, 0.05235586315393448, -0.0074036442674696445, -0.03116467595100403, -0.010611128062009811, -0.014380873180925846, -0.030102327466011047, -0.04158497601747513, 0.013242782093584538, -0.02618326246738434, 0.006412371061742306, 0.04912148788571358, 0.01451520249247551, -0.014500360004603863, -0.034126147627830505, -0.005314730107784271, 0.00012510520173236728, -0.011220177635550499, 0.08687455207109451, 0.02490665391087532, 0.01815117336809635 ]
[ -0.03505631163716316, 0.03850260004401207, -0.038263965398073196, 0.01910981722176075, -0.03214297071099281, -0.0064386846497654915, 0.009605751372873783, 0.029373886063694954, 0.00318856630474329, -0.004698712378740311, -0.013782803900539875, 0.005210038740187883, 0.017858263105154037, -0.015740567818284035, 0.04516926780343056, 0.011287039145827293, 0.03420503810048103, 0.011893860064446926, 0.003674641717225313, 0.006109388079494238, 0.009529872797429562, 0.05280240625143051, 0.012834517285227776, 0.0070107802748680115, 0.004861659370362759, 0.02392084151506424, -0.002942761406302452, -0.001071409322321415, 0.03723791241645813, -0.13452216982841492, -0.027293693274259567, -0.02100626565515995, -0.012478742748498917, 0.020643964409828186, 0.01542806625366211, 0.003688947996124625, 0.047974489629268646, 0.03930307552218437, 0.016552994027733803, -0.030247822403907776, -0.009469792246818542, -0.026852456852793694, 0.035672836005687714, -0.0006502065225504339, -0.007535595912486315, -0.004471467807888985, -0.008424111641943455, -0.0396353155374527, -0.012948772870004177, -0.06114950031042099, -0.0037068903911858797, -0.024509120732545853, 0.01359388418495655, 0.005035477690398693, -0.005015662405639887, -0.004136255010962486, 0.008040551096200943, 0.018794486299157143, 0.02093546651303768, -0.021003829315304756, -0.0235894862562418, -0.01776505447924137, -0.028445933014154434, -0.003613985376432538, 0.016014857217669487, -0.020899683237075806, 0.00132477015722543, 0.013646227307617664, -0.027109244838356972, -0.01097835972905159, 0.00903355609625578, -0.014569738879799843, -0.025180699303746223, -0.035583317279815674, -0.011824814602732658, 0.0416991263628006, -0.012996482662856579, -0.009044187143445015, 0.026372650638222694, -0.04553471878170967, -0.0026550088077783585, 0.019897978752851486, -0.018096473067998886, 0.036425866186618805, 0.04671090096235275, -0.0004435033188201487, 0.007923075929284096, 0.023951537907123566, 0.006552750710397959, 0.03564121574163437, -0.01840662583708763, 0.023510999977588654, 0.003392158541828394, 0.01909532956779003, -0.07967560738325119, -0.018987655639648438, -0.004790071863681078, -0.03750370070338249, -0.006041447166353464, 0.8581164479255676, 0.041201356798410416, 0.056046415120363235, 0.029680216684937477, 0.03366036340594292, 0.00455953273922205, -0.001389832585118711, -0.029935844242572784, 0.055668774992227554, 0.019165024161338806, -0.03516536206007004, 0.021994462236762047, 0.016823751851916313, 0.020630542188882828, -0.009853705763816833, 0.0300502497702837, 0.0033056868705898523, -0.0091658690944314, 0.010805720463395119, -0.009400677867233753, -0.007463651243597269, 0.014939667657017708, -0.03528930991888046, -0.017789606004953384, -0.011003869585692883, 0.007160612381994724, -0.16860151290893555, -0.010429397225379944, -7.73347741704001e-33, 0.006751226726919413, -0.008073456585407257, 0.03153672441840172, -0.014704744331538677, 0.0035155934747308493, 0.02036360837519169, -0.007788481190800667, 0.019266560673713684, 0.012865589931607246, -0.02168143540620804, -0.023494407534599304, 0.017781158909201622, 0.032924968749284744, -0.029177198186516762, 0.02992241270840168, -0.02700374647974968, -0.02431032992899418, 0.021755117923021317, 0.010710043832659721, 0.0034734350629150867, 0.051434844732284546, 0.008007521741092205, -0.015640385448932648, -0.00858910009264946, 0.05166677013039589, 0.033902328461408615, 0.027591852471232414, 0.014771879650652409, -0.012035932391881943, -0.0412437729537487, -0.027616549283266068, 0.017261439934372902, 0.005213534459471703, 0.007038705050945282, -0.028471723198890686, -0.04011613503098488, 0.00813896581530571, -0.008978895843029022, 0.019610747694969177, -0.03652786836028099, -0.024885497987270355, -0.015478596091270447, -0.04884685203433037, -0.008208137936890125, -0.03399405628442764, -0.02055290713906288, 0.04257883131504059, 0.011891443282365799, -0.004355577751994133, 0.007629682309925556, -0.013899783603847027, 0.0032459383364766836, -0.03298940882086754, -0.021947216242551804, -0.022675171494483948, -0.005728103220462799, -0.02270822413265705, 0.009267215617001057, -0.0002229887613793835, 0.002450870582833886, 0.005575636401772499, 0.01864001154899597, -0.014617056585848331, -0.003132503479719162, -0.0279850997030735, -0.004040861036628485, -0.009524642489850521, -0.023910479620099068, -0.023113558068871498, 0.023658517748117447, -0.019172850996255875, 0.013709597289562225, -0.008293358609080315, -0.0265252273529768, 0.04163627699017525, -0.011770015582442284, 0.012672359123826027, 0.007332449778914452, -0.027111375704407692, 0.027269486337900162, -0.030703019350767136, -0.006202984601259232, 0.019192876294255257, 0.008162220939993858, 0.021802114322781563, -0.02372334897518158, 0.016363823786377907, -0.011959315277636051, -0.019186435267329216, 0.012156219221651554, 0.03928682208061218, -0.021960800513625145, -0.022072402760386467, 0.00868690013885498, -0.00798090174794197, 7.602141637274543e-33, -0.015542373061180115, 0.006050781812518835, 0.00007412661943817511, -0.0028217784129083157, 0.005822464358061552, -0.02670668251812458, -0.005292773246765137, -0.01388546172529459, -0.02991107851266861, 0.028575923293828964, -0.040938600897789, -0.016639096662402153, -0.039671558886766434, 0.009474653750658035, 0.06071614846587181, -0.012080891989171505, 0.01023625023663044, -0.034129463136196136, 0.030771300196647644, 0.022176040336489677, 0.060254182666540146, 0.03577660769224167, 0.015506772324442863, 0.012094127014279366, 0.005912521854043007, 0.04310014098882675, -0.018014250323176384, -0.01960982382297516, 0.014666828326880932, 0.004598319996148348, 0.00219511310569942, -0.030325302854180336, -0.00137168203946203, -0.030402524396777153, -0.04492756724357605, 0.017492542043328285, 0.014849943108856678, -0.02262331359088421, 0.007029616739600897, 0.028709949925541878, -0.016050025820732117, -0.011819799430668354, 0.00173583859577775, 0.04069417715072632, 0.0005519052501767874, -0.030034344643354416, 0.01201029121875763, -0.03148313984274864, -0.009554683230817318, 0.0039803991094231606, 0.04262631759047508, 0.00023208478523883969, 0.015171206556260586, 0.03650633618235588, -0.028555091470479965, -0.0374121256172657, -0.019769171252846718, 0.004662899300456047, -0.015276923775672913, -0.010635467246174812, -0.011324424296617508, 0.011666104197502136, -0.024888772517442703, -0.0038083482068032026, -0.04182739928364754, -0.003312363289296627, -0.0022202646359801292, 0.011829478666186333, -0.011862329207360744, -0.0683947205543518, -0.03400489315390587, -0.024541009217500687, 0.013896899297833443, 0.044743191450834274, -0.018222207203507423, -0.031758759170770645, -0.03384409844875336, -0.0023348629474639893, 0.015779782086610794, -0.002073032548651099, 0.0354154147207737, 0.01309120561927557, 0.026897378265857697, -0.05087652802467346, -0.01856047660112381, 0.016740255057811737, -0.010916530154645443, 0.018220700323581696, -0.0029110428877174854, -0.007250606082379818, -0.019628453999757767, 0.008846109732985497, 0.010886906646192074, 0.03618176653981209, -0.01765911467373371, -1.3493998807234675e-8, -0.004061797168105841, 0.007950705476105213, -0.00040933096897788346, 0.001978761749342084, 0.015037364326417446, -0.004490068648010492, 0.004561178386211395, 0.006422145292162895, -0.004721263889223337, -0.009509109891951084, 0.044351208955049515, -0.03740087151527405, -0.0006686423439532518, 0.017362384125590324, -0.0064245546236634254, -0.016182824969291687, 0.001870908192358911, -0.011465462855994701, 0.036241430789232254, 0.05303862690925598, 0.022297300398349762, 0.030742594972252846, -0.01985161378979683, -0.020197872072458267, 0.03222731873393059, 0.009670862928032875, 0.0211118683218956, -0.09040333330631256, 0.03385576233267784, -0.0014212772948667407, 0.004464333411306143, -0.01901930943131447, -0.03223142400383949, 0.04214675351977348, -0.024573519825935364, -0.0227866992354393, 0.0010714519303292036, -0.0004599376115947962, 0.0025275317020714283, 0.029066817834973335, -0.006569504737854004, -0.007876434363424778, -0.03443070873618126, -0.0037290712352842093, -0.022219091653823853, -0.003028296399861574, -0.025993837043642998, -0.008922473527491093, 0.0024566175416111946, -0.008600226603448391, -0.009351498447358608, 0.01490833517163992, 0.01173313707113266, 0.011084695346653461, 0.007852149195969105, -0.009443430230021477, 0.003049140330404043, -0.006746422499418259, -0.04165615513920784, -0.001245219842530787, 0.016464252024888992, 0.019382325932383537, -0.017319554463028908, -0.01809873804450035 ]
qcon-london-2009-the-power-of-value-power-use-of-value-objects-in-domain-driven-design-dan-bergh-johnsson
https://markhneedham.com/blog/2009/03/15/qcon-london-2009-the-power-of-value-power-use-of-value-objects-in-domain-driven-design-dan-bergh-johnsson
false
2009-03-12 04:04:22
OO: Reducing the cost of...lots of stuff!
[ "oop", "object-oriented-programming" ]
[ "OOP" ]
I've been working in the world of professional software development for a few years now and pretty much take it as a given that the best way to write code which is easy for other people to understand and work with is to write that code in an object oriented way. Not everyone agrees with this approach of course and I've been told on occasions that I'm 'over object orienting' (is that even a word?) solutions. However, I think there are big advantages to be had from following an OO approach and I thought I'd explore these here. Writing code in an object oriented way provides a way for us to manage complexity in an application. There always seems to be some degree of complexity, even in simple looking problems, so it makes sense to look for ways to mitigate that. I think it's fair to say that it is easier to write code in a procedural or quasi procedural/object oriented way whereby we tend to use 'objects' as data containers which we can shove data into and then take data out to use wherever we need to, and to start with we really don't see any ill effects from doing this - the application still does what it's supposed to, our acceptance tests pass and we chalk up our story points. Then comes the time when we need to make changes to that code, and those times keep coming - http://twitter.com/discredittech/statuses/1310519088[a quote from Toby Young's presentation at QCon London^] has him suggesting the following: [quote] ____ 92% of cost is maintaining/supporting/upgrading existing systems; only 8% on new stuff. ____ Given that type of data I think it makes sense for us to try and make it as easy as possible to make those changes. From my experience we tend to get this 'nightmare to change mix of object oriented and procedural code' mainly due to violations of the http://www.dcmanges.com/blog/37[law of demeter^] i.e. putting getters on our classes and from copious use of setters which leave our objects in an inconsistent state. We can immediately get a lot of benefits by not doing this - by setting up our objects in their constructors and by telling objects what to do rather than asking for data from them and choosing what to do with that data elsewhere. So what are these benefits? <h3>Reduced cost of change</h3> One example I came across lately was to do with the creation of models to use on our views - using the ASP.NET MVC framework. The models were being assembled somewhat similarly to this: [source,csharp] ---- var parentModel = new ParentModel { ChildModel = new ChildModel { Property1 = new OtherObject(SomeCollection(), parentModel.SomeOtherProperty); } }; ---- It starts off fairly harmless, using the object initializer syntax, but what if we decide to change Property1 to be say Property2 as happened to us? If we had set this through the constructor then we would have only had to make the change in one place and then we could have moved on. In actual fact it turned out that there were 4 places where we were setting Property1 - all of them from within the controller in a similar way to the above example. After a bit of investigation I realised that only one of those cases was being tested even though the property was being constructed slightly differently in a couple of the places. As Michael Feathers teaches us in http://www.amazon.co.uk/Working-Effectively-Legacy-Robert-Martin/dp/0131177052/ref=sr_1_1?ie=UTF8&s=books&qid=1236791368&sr=8-1[Working Effectively with Legacy Code^] if we're going to try and refactor code we need to ensure first of all that there is a test which covers that functionality so that if we mistake we are informed of it. This took longer than I expected due to the fact that there was quite a bit of setup needed since the only place to test this was through the controller. If we had followed an object oriented approach here then not only would these tests have been easier to write, but they would have been written in the first place and not got forgotten about in the mess of the controller. In theory what was a very simple change ended up taking a few hours. <h3>Code that is much easier to test</h3> As I mentioned earlier when we code in an object oriented way it becomes much easier to test because the context that we need to consider in our tests is massively reduced. In the above example we should be able to test whether of not Property1 was being set correctly directly from the ChildModel rather than having to test it from our controller. Unfortunately by having it set through a setter we can't do this in a meaningful way. The creation of 'OtherObject' should be done inside the ChildModel and we can pass in the other data into the constructor of the class and then call Property1 in our test to see whether or not we get the expected result. We might end up with a ChildModel that looks more like this: [source,csharp] ---- public class ChildModel { public ChildModel(IEnumerable<string> someCollection, string selectedValue) { this.someCollection = someCollection; this.selectedValue = selectedValue; } public SomeObject Property1 { get { return new SomeObject(someCollection, selectedValue); } } } ---- I know the example is contrived but hopefully the idea that putting this type of logic leads to easier to test units of code is clear. == Less need to debug Another truly annoying consequence of creating train wreck code is that you end up with null pointer/reference exceptions all over the place and it's quite difficult to immediately tell which part of the train caused the problem. Since it would take a long time to get that segment of code under test and identify the problem that way out comes the debugger so that we can find out what went wrong. It might help solve the problem this time but unless we change our coding style to remove this type of problem from happening then it's just as likely to happen again tomorrow and we'll be back to square one. I hate using the debugger - it takes a long time to step through code compared to a TDD cycle and once you've solved the problem there isn't an executable example/test that you can run to ensure that it doesn't make a reappearance. If we can write our code in an object oriented fashion then we pretty much remove this problem and our time can be spent much more effectively adding real value to our application.
null
null
[ 0.02210223115980625, 0.016160964965820312, 0.0018152891425415874, 0.0424388125538826, 0.07643762230873108, 0.03795313835144043, 0.018261568620800972, 0.028037071228027344, -0.0003947156947106123, -0.03338861092925072, -0.019678212702274323, 0.007889068685472012, -0.06739683449268341, 0.014700752682983875, -0.019051002338528633, 0.060652896761894226, 0.07720018178224564, -0.02433185838162899, 0.03178359195590019, 0.016879219561815262, 0.02339695207774639, 0.0668366551399231, -0.023582814261317253, 0.029773151502013206, 0.015766741707921028, 0.019115455448627472, -0.008081294596195221, 0.016475345939397812, -0.0666733905673027, -0.020547959953546524, 0.02786920964717865, 0.00104919180739671, -0.003040313720703125, 0.002638646401464939, 0.005782527849078178, -0.027983641251921654, -0.008480806834995747, 0.023120323196053505, 0.0036928029730916023, 0.013667477294802666, -0.060975998640060425, 0.04320836439728737, 0.0005510628107003868, -0.010297439061105251, -0.04344163089990616, -0.015907233580946922, -0.038928672671318054, 0.02110186219215393, -0.026308191940188408, 0.01593347080051899, -0.05999131500720978, 0.0352947860956192, -0.0013702015858143568, -0.0031277493108063936, -0.021918069571256638, 0.05236102640628815, 0.024739965796470642, -0.07132752239704132, -0.006797648034989834, -0.04388375207781792, 0.0039916797541081905, -0.007551117800176144, -0.018303414806723595, 0.014311733655631542, 0.027506975457072258, -0.01571687124669552, -0.02027072198688984, 0.03954745829105377, -0.030819620937108994, -0.0036750691942870617, -0.0021966847125440836, 0.0026740950997918844, 0.0018079321598634124, -0.030290639027953148, -0.009942225180566311, -0.05450630187988281, 0.009821061976253986, 0.06456615775823593, -0.0053482213988900185, 0.02924680896103382, -0.02349952608346939, 0.018611310049891472, 0.027479056268930435, 0.014302358962595463, 0.015193715691566467, -0.04138481989502907, -0.019351935014128685, -0.004238172899931669, -0.0391671322286129, 0.056414030492305756, 0.022720782086253166, -0.05410880595445633, 0.018561650067567825, 0.027477892115712166, -0.009031751193106174, 0.0167780052870512, 0.01697341352701187, 0.010505265556275845, 0.0015962151810526848, -0.0017547657480463386, -0.04081504046916962, -0.030890237540006638, 0.027862459421157837, 0.0032803232315927744, -0.056962158530950546, -0.022252101451158524, -0.025995368137955666, -0.026475727558135986, -0.011172481812536716, 0.007996046915650368, -0.04973166435956955, 0.019820166751742363, -0.014159011654555798, -0.009872601367533207, -0.0662105605006218, 0.062167517840862274, 0.012658849358558655, -0.03528199717402458, -0.01497893501073122, 0.007621133700013161, 0.0503811351954937, 0.030467797070741653, 0.008090169169008732, 0.08796155452728271, 0.010387638583779335, 0.01438900176435709, -0.02036159485578537, 0.061022255569696426, -0.010630650445818901, -0.056061748415231705, -0.006262132432311773, 0.050863128155469894, -0.04472069442272186, 0.0051876939833164215, 0.0021123557817190886, -0.03915165737271309, -0.00805391650646925, -0.00038618111284449697, 0.0317915678024292, 0.04958156868815422, -0.0030462010763585567, -0.05301729217171669, 0.025215744972229004, 0.010608628392219543, 0.008774676360189915, 0.0007909506093710661, 0.015198645181953907, -0.005379877518862486, -0.029840733855962753, 0.00301557220518589, -0.00015136078582145274, 0.04955706372857094, 0.012724707834422588, -0.0478256493806839, 0.03741936385631561, 0.0968414768576622, 0.013419347815215588, 0.03777122497558594, -0.006443771533668041, 0.03422659635543823, 0.03520865738391876, 0.02219894714653492, 0.006724461913108826, -0.002769430400803685, 0.014400763437151909, -0.007806924171745777, 0.0072295404970645905, 0.05739026889204979, 0.005591191817075014, 0.005269445478916168, -0.06922852247953415, -0.06309515982866287, 0.05767224356532097, -0.05996006354689598, -0.017802055925130844, 0.026364702731370926, 0.0696977972984314, 0.014556735754013062, 0.0525457002222538, -0.0013890882255509496, -0.07444577664136887, -0.00519757904112339, -0.01479655783623457, 0.007364378776401281, 0.013707521371543407, -0.01199245359748602, 0.0513186901807785, 0.015399144031107426, 0.01369650661945343, 0.04073818773031235, -0.05818518251180649, -0.06784119457006454, -0.005652247462421656, -0.01788768544793129, 0.05268115922808647, -0.016960754990577698, -0.00811330322176218, 0.083318792283535, 0.0131805669516325, 0.05346457660198212, 0.03371190279722214, 0.022912893444299698, 0.002456937450915575, -0.05576803907752037, -0.016972342506051064, 0.0239133071154356, 0.0603799968957901, 0.006572127342224121, -0.050752487033605576, 0.021452130749821663, -0.0029211591463536024, -0.02127738855779171, 0.04911498725414276, -0.011986886151134968, 0.03574144467711449, 0.023193487897515297, 0.05264229327440262, -0.033094871789216995, 0.05393989756703377, -0.06533835083246231, -0.01757235638797283, 0.001340542919933796, -0.003427971852943301, 0.007241027895361185, 0.005833289120346308, 0.12799112498760223, 0.0606805793941021, -0.05416502431035042, -0.04007307440042496, 0.010873991996049881, 0.025685155764222145, -0.059473030269145966, -0.0017073325579985976, -0.0003446954651735723, 0.004460959695279598, 0.03357178717851639, -0.04672117903828621, -0.02343469113111496, 0.01757127046585083, -0.026692040264606476, -0.0019271926721557975, 0.06034223735332489, -0.01601635478436947, 0.05757162719964981, 0.013190725818276405, -0.024276750162243843, -0.004142049700021744, -0.03364032134413719, -0.05617833882570267, 0.024852756410837173, -0.009059115312993526, -0.008828180842101574, 0.06260035187005997, -0.018460823222994804, -0.03148443624377251, -0.04082744941115379, -0.034270886331796646, 0.01562792807817459, 0.02921023964881897, 0.05893472582101822, -0.010061236098408699, 0.06320749223232269, -0.0008947262540459633, 0.02527151256799698, 0.004468993749469519, -0.06077445670962334, -0.02960178628563881, -0.023029768839478493, -0.0011607541237026453, 0.047588836401700974, -0.017870482057332993, 0.01579032465815544, 0.03355890512466431, 0.0007200666586868465, -0.02036488614976406, -0.027921151369810104, 0.03269260749220848, -0.006970072165131569, -0.015081915073096752, -0.04679098725318909, -0.029998747631907463, 0.0482499934732914, -0.03130857273936272, -0.005123117472976446, 0.0058607985265553, -0.06284093111753464, 0.06928732246160507, -0.08140607923269272, -0.06931491196155548, 0.0008737185271456838, 0.027559874579310417, 0.03858737647533417, -0.02205604687333107, 0.003844117745757103, 0.08896102756261826, 0.015389620326459408, 0.007297640200704336, -0.01751931756734848, 0.002305872505530715, 0.023695994168519974, 0.024929514154791832, 0.004545255098491907, 0.040016479790210724, 0.011578685604035854, -0.021620240062475204, -0.03376561030745506, 0.04216726869344711, 0.002393753034994006, -0.2736307382583618, 0.021945932880043983, -0.009499132633209229, -0.05386311188340187, 0.001555136521346867, 0.00840006023645401, 0.0006714960327371955, -0.04782620444893837, -0.016262875869870186, 0.023758061230182648, -0.038926683366298676, -0.056121136993169785, -0.020106328651309013, 0.08367084711790085, 0.006929420866072178, 0.04046096280217171, 0.029972689226269722, -0.024079732596874237, -0.027899552136659622, 0.06937195360660553, -0.0306431632488966, -0.08159389346837997, 0.013565223664045334, 0.04237017780542374, 0.033509667962789536, 0.03740907460451126, -0.09466922283172607, 0.0314350463449955, -0.05770473927259445, -0.007731540594249964, 0.00265321834012866, 0.010016982443630695, 0.005631211679428816, -0.02247649058699608, -0.01859920471906662, -0.02146567404270172, 0.01964985579252243, 0.01905788667500019, -0.014191916212439537, 0.009732610546052456, -0.029041482135653496, -0.04234030470252037, -0.03211796283721924, 0.010905693285167217, 0.054723333567380905, -0.0005777497426606715, -0.07651399821043015, -0.009202320128679276, -0.031453270465135574, 0.06088972091674805, -0.04440858215093613, -0.047718748450279236, 0.0012590803671628237, 0.0334157831966877, -0.020963679999113083, -0.03285716474056244, 0.010850929655134678, 0.0008925364818423986, -0.04469481483101845, -0.029123403131961823, -0.013482378795742989, -0.0391315296292305, -0.0034090245608240366, -0.03629104420542717, -0.0066455574706196785, -0.06490055471658707, -0.07952222973108292, 0.0024227676913142204, 0.07888264209032059, 0.045684728771448135, -0.012778157368302345, 0.026658397167921066, 0.009814726188778877, -0.10482646524906158, 0.009417870081961155, -0.019505154341459274, -0.010157573036849499, -0.03332636132836342, 0.016258766874670982, 0.03533539921045303, -0.017367549240589142, -0.06293638795614243, 0.03363986685872078, 0.020497489720582962, 0.008534466847777367, -0.020158248022198677, 0.03725982457399368, -0.0019533662125468254, -0.008710949681699276, 0.011096262373030186, 0.0851120799779892, 0.014258336275815964, -0.014913885854184628, -0.020798731595277786, 0.015678154304623604, 0.01148119568824768, 0.03599615767598152, -0.029245838522911072, 0.0020379002671688795, 0.029759462922811508, 0.0009177889442071319, -0.059409432113170624, 0.025270015001296997, -0.006404550280421972, 0.006132151465862989, -0.03765900805592537, -0.056561775505542755, 0.02916009910404682, 0.03780484199523926, 0.03309004753828049, 0.009140978567302227, -0.03147008270025253, 0.020047662779688835, -0.052888888865709305, -0.029776498675346375, -0.029104644432663918, 0.012076523154973984, 0.044974759221076965, -0.017747052013874054, -0.018550926819443703, -0.04791491478681564, 0.014185421168804169, -0.003814636031165719, -0.007789431139826775, -0.06766363978385925, -0.03865005448460579, -0.013597886078059673, -0.0124174440279603, 0.001069786143489182, 0.04369451850652695, -0.017948031425476074, 0.0422934964299202, 0.03065602108836174, -0.052309777587652206, 0.006103780586272478, -0.0005798665806651115, -0.04985694959759712, -0.026417678222060204, -0.014201180078089237, -0.008195440284907818, 0.024816153571009636, 0.011021552607417107, 0.02462155744433403, 0.024390393868088722, 0.029573174193501472, 0.004710045643150806, 0.045472223311662674, -0.010470186360180378, 0.01536584459245205, 0.0032542580738663673, 0.004241405054926872, -0.1055358350276947, 0.03152504563331604, -0.062119174748659134, -0.03890395909547806, -0.045523010194301605, 0.025069087743759155, -0.020326096564531326, -0.04141231253743172, -0.01016329601407051, 0.02308359369635582, -0.0554848313331604, -0.04999495670199394, -0.04922664165496826, 0.01564295031130314, 0.07033925503492355, -0.02179514616727829, 0.029231632128357887, -0.03010738268494606, -0.021565858274698257, 0.028000082820653915, 0.022848093882203102, -0.033751800656318665, -0.012928039766848087, 0.018470540642738342, -0.030772313475608826, -0.0037080724723637104, -0.005126032512634993, 0.0527070015668869, 0.010734080336987972, -0.013309464789927006, -0.019417956471443176, -0.001489693415351212, 0.011610335670411587, 0.05103204771876335, -0.004896247759461403, 0.0069074975326657295, -0.008950650691986084, 0.0003523020423017442, -0.025999169796705246, -0.049005620181560516, -0.010972895659506321, -0.009288406930863857, 0.04567374661564827, -0.04001991078257561, -0.07829016447067261, 0.052187155932188034, 0.04557617008686066, 0.01697121560573578, 0.005587421357631683, 0.011630110442638397, 0.008441857993602753, -0.022594723850488663, 0.015390747226774693, 0.051874127238988876, -0.04589398205280304, -0.0014351229183375835, -0.0024670171551406384, 0.030376490205526352, 0.015969477593898773, 0.006061570253223181, -0.032645829021930695, -0.022372348234057426, -0.02826419286429882, -0.00908372551202774, -0.03737255930900574, -0.020425299182534218, -0.0248369462788105, -0.007312396075576544, -0.007946647703647614, -0.03584990277886391, -0.006308605428785086, -0.013067393563687801, -0.004085286054760218, -0.03133704885840416, 0.025210829451680183, -0.035993918776512146, 0.0060433619655668736, 0.02961329184472561, -0.022181060165166855, 0.011891365982592106, -0.012464974075555801, 0.0042967414483428, 0.021074583753943443, -0.01841897889971733, -0.0237461905926466, -0.02969067171216011, 0.015725379809737206, 0.02190667763352394, 0.04612620547413826, -0.00701550766825676, -0.03199964761734009, -0.033660970628261566, -0.01103753037750721, -0.0447513610124588, 0.011628145352005959, -0.028393903747200966, -0.027349047362804413, 0.020441338419914246, 0.06300030648708344, 0.02496686764061451, 0.02560712769627571, 0.003309231949970126, -0.027168940752744675, 0.05057061091065407, -0.07434695959091187, -0.022915862500667572, -0.02816128171980381, -0.06730189174413681, 0.009818211197853088, 0.005634915549308062, 0.01853768713772297, -0.018818968906998634, 0.02971051074564457, 0.028188588097691536, 0.04076362028717995, 0.023999128490686417, -0.008943422697484493, 0.04998762160539627, -0.06775546818971634, 0.024305710569024086, -0.08880091458559036, 0.011473444290459156, 0.031185097992420197, 0.025271350517868996, -0.016441360116004944, -0.01335690077394247, -0.026928525418043137, 0.0468691810965538, -0.08168117702007294, -0.005186370108276606, 0.04948190227150917, 0.023600095883011818, -0.016949009150266647, 0.0027150434907525778, -0.0678810402750969, 0.026542114093899727, 0.015733566135168076, -0.04643313214182854, -0.01758537068963051, -0.01543541718274355, 0.03210434690117836, 0.010223417542874813, 0.042340558022260666, -0.02333667129278183, 0.017549904063344002, 0.06845991313457489, 0.009251165203750134, 0.024026596918702126, 0.035254932940006256, -0.021406210958957672, 0.05194948986172676, 0.037878744304180145, 0.0062810806557536125, -0.028062310069799423, 0.018530992791056633, 0.006763942074030638, -0.059130314737558365, -0.0002289060939801857, 0.02694162353873253, -0.06122550740838051, -0.042579811066389084, 0.06029341369867325, 0.006005221977829933, -0.024870499968528748, -0.03531981632113457, 0.013701277785003185, -0.06461964547634125, 0.012149535119533539, -0.02911956235766411, -0.00841774232685566, -0.04765212908387184, 0.052123118191957474, 0.004780936520546675, -0.008122427389025688, 0.07717704772949219, -0.005045900121331215, -0.023191357031464577, -0.008641918189823627, 0.08559839427471161, 0.07915841788053513, 0.06216311454772949, -0.000357199227437377, 0.05772550404071808, -0.029695894569158554, -0.033812761306762695, 0.02895064279437065, -0.012688424438238144, 0.007361570373177528, -0.018351659178733826, 0.024030542001128197, 0.058079976588487625, -0.009773450903594494, 0.05385797470808029, -0.02990828827023506, -0.0038566908333450556, 0.023184699937701225, 0.013014697469770908, -0.002993283560499549, 0.07103440165519714, 0.012472198344767094, 0.010054592974483967, -0.013178800232708454, -0.0382254458963871, 0.0028459527529776096, -0.03358802571892738, -0.024523604661226273, 0.02853897213935852, 0.008179250173270702, 0.021699897944927216, 0.015748780220746994, 0.03241681307554245, 0.08066928386688232, -0.03286351263523102, 0.007136346306651831, -0.010383762419223785, 0.03919459879398346, 0.009075243957340717, -0.0006961868493817747, -0.024875981733202934, -0.03951951488852501, 0.016632020473480225, -0.013625837862491608, -0.004369715228676796, -0.013565397821366787, -0.02270989678800106, 0.06255655735731125, -0.0066595072858035564, 0.002870303113013506, 0.016229448840022087, 0.013423081487417221, -0.03342142328619957, -0.05881136283278465, -0.048342715948820114, -0.012756383046507835, -0.05974093824625015, -0.020385494455695152, 0.031265463680028915, -0.002275459235534072, -0.025835668668150902, -0.021546518430113792, -0.004460833966732025, -0.029304195195436478, 0.050832293927669525, -0.05174097791314125, -0.025548936799168587, 0.026690717786550522, 0.01880771666765213, 0.032874129712581635, 0.02026418410241604, 0.033895544707775116, -0.004145440179854631, -0.002647300250828266, -0.033964090049266815, 0.0016147801652550697, 0.02294832281768322, -0.005573788192123175, 0.0015044306637719274, -0.07432164251804352, 0.020928140729665756, 0.019691862165927887, -0.019823957234621048, -0.06834856420755386, 0.022265231236815453, 0.019417427480220795, 0.0009468558127991855, 0.056020475924015045, -0.01750960573554039, 0.015213251113891602, -0.021196050569415092, -0.01998855732381344, -0.007708983030170202, 0.03209603577852249, 0.05026267096400261, -0.019120076671242714, 0.08157969266176224, 0.020290371030569077, -0.030654914677143097, -0.036366015672683716, -0.0061120749451220036, 0.003259174060076475, -0.01270375121384859, -0.030581878498196602, -0.02900448814034462, -0.00742965005338192, -0.06512738764286041, -0.03267863020300865, 0.02555476501584053, -0.025747794657945633, -0.036568086594343185, 0.014976412989199162, 0.056258510798215866, -0.04969591274857521, 0.04758528992533684, -0.032294731587171555, 0.06258869916200638, -0.026120588183403015, -0.009502184577286243, 0.012637265026569366, 0.003451795084401965, -0.018600761890411377, -0.0004976025666110218, 0.02098247781395912, -0.04535655304789543, -0.018324019387364388, -0.007493176497519016, 0.044800326228141785, 0.02330114133656025, 0.016681818291544914, 0.0047166491858661175 ]
[ -0.08639316260814667, -0.0005409604636952281, -0.017822420224547386, -0.05125075578689575, 0.04843949154019356, -0.04996560141444206, -0.0042989058420062065, 0.010485004633665085, -0.008580277673900127, -0.014728481881320477, -0.030495092272758484, -0.016136160120368004, -0.013818304985761642, -0.02525058574974537, 0.08478017151355743, -0.009729817509651184, -0.017967170104384422, -0.04317612946033478, 0.01806398667395115, 0.0211628545075655, 0.034717198461294174, -0.03629782795906067, -0.061680570244789124, -0.03317077457904816, 0.0020613265223801136, 0.05472555756568909, 0.019740549847483635, -0.02142992801964283, 0.01759570837020874, -0.19142107665538788, -0.01274983398616314, 0.03206811472773552, 0.062300149351358414, -0.014210859313607216, -0.020375829190015793, 0.07324834167957306, 0.02555413357913494, 0.032625067979097366, -0.038247693330049515, 0.042519792914390564, 0.03190328925848007, 0.020946994423866272, -0.05087781697511673, -0.03814718872308731, 0.01888321340084076, 0.013325675390660763, 0.0070978389121592045, -0.050242409110069275, -0.03573283553123474, 0.02477235347032547, -0.05197253078222275, -0.02660444565117359, -0.04107500985264778, -0.021008405834436417, 0.005822526756674051, 0.02521425671875477, 0.013666831888258457, 0.07229317724704742, -0.035130735486745834, -0.0009578936151228845, 0.0011665456695482135, -0.03700222074985504, -0.11139515042304993, 0.10032907873392105, 0.070498988032341, 0.035490527749061584, -0.03996441513299942, -0.03164832293987274, -0.01268791127949953, 0.08048833906650543, 0.00749299256131053, -0.01884285733103752, -0.018864046782255173, 0.02836592122912407, 0.012832963839173317, 0.0005467694136314094, -0.00594820873811841, -0.005745850969105959, 0.03297979012131691, -0.055098336189985275, -0.0394061915576458, 0.005709786433726549, -0.00515376590192318, 0.02336251363158226, -0.0358707569539547, 0.0000025097244815697195, -0.024118708446621895, 0.03347037360072136, 0.05985596776008606, 0.025599997490644455, 0.03848029673099518, -0.0169364046305418, 0.05787064880132675, -0.020117932930588722, -0.02503826469182968, -0.012261450290679932, -0.0025840329471975565, 0.0004821847833227366, -0.044678695499897, 0.4399580657482147, -0.042101141065359116, -0.04692966490983963, 0.09484454989433289, 0.020713288336992264, -0.005518120713531971, 0.012855849228799343, 0.02770097553730011, -0.07251977175474167, 0.01085161603987217, -0.018929975107312202, 0.00678947102278471, 0.02065216936171055, 0.02678023651242256, -0.03203928843140602, -0.0030703579541295767, 0.018280651420354843, 0.016672374680638313, 0.01620364747941494, 0.005134539678692818, 0.0037321620620787144, -0.007528584450483322, 0.01372198574244976, -0.005825928412377834, 0.0336051881313324, 0.001464292872697115, -0.04000172019004822, 0.020621415227651596, 0.04169422760605812, 0.02998504415154457, 0.009123840369284153, 0.052855461835861206, -0.03915410116314888, -0.08554133027791977, -0.009565301239490509, -0.006969844456762075, 0.0037282712291926146, 0.019893839955329895, -0.017184924334287643, -0.0196259543299675, 0.04843055456876755, 0.008199869655072689, 0.02731490507721901, 0.03809323534369469, -0.01337623130530119, -0.03403144329786301, 0.11320852488279343, 0.014320424757897854, -0.0215744785964489, -0.026620332151651382, -0.06678953766822815, 0.026297898963093758, 0.04750881716609001, -0.03204527869820595, -0.06190771609544754, 0.0038990166503936052, -0.00037667370634153485, 0.07255937159061432, 0.007086489349603653, -0.06884750723838806, -0.018286369740962982, -0.04393903911113739, -0.00017498614033684134, -0.040453873574733734, 0.034697238355875015, 0.04242005571722984, -0.09327654540538788, -0.011056316085159779, 0.024343490600585938, 0.04058583080768585, -0.047450512647628784, -0.0005227529909461737, 0.014362719841301441, -0.0269610695540905, -0.021318737417459488, 0.06925053894519806, -0.043508365750312805, -0.03182361274957657, 0.019528834149241447, 0.05722886696457863, 0.01600472442805767, 0.045432448387145996, 0.027340233325958252, -0.031864866614341736, -0.011876325123012066, -0.028522536158561707, -0.07636123150587082, -0.05129368603229523, -0.007142073940485716, -0.05452566593885422, -0.0224460382014513, -0.0188008863478899, 0.003299115225672722, -0.08543094992637634, 0.07805129885673523, -0.03082972578704357, -0.0196670014411211, 0.04677575081586838, 0.0027294086758047342, -0.035019651055336, -0.018035465851426125, -0.026946604251861572, 0.063914954662323, -0.03741520643234253, 0.028697500005364418, -0.035403963178396225, 0.02205662801861763, 0.06171005219221115, -0.039946459233760834, 0.05796832591295242, 0.057746969163417816, -0.052889563143253326, -0.04371912404894829, 0.047018155455589294, 0.04614994302392006, -0.007007379084825516, -0.025073396041989326, -0.0059830257669091225, 0.02679414302110672, 0.011393299326300621, 0.0028959147166460752, -0.03789807856082916, -0.011257006786763668, -0.00031688823946751654, -0.33654510974884033, -0.030395271256566048, -0.03039560280740261, -0.0009593217400833964, 0.006859158631414175, -0.06559403985738754, 0.021732604131102562, -0.03202684596180916, -0.027068261057138443, -0.009418107569217682, 0.0728209987282753, -0.021101785823702812, 0.021631939336657524, -0.07559332996606827, -0.00627069640904665, 0.025937428697943687, -0.01942201517522335, -0.049364861100912094, -0.039620861411094666, 0.011078959330916405, -0.005115965846925974, 0.004275665618479252, 0.0018116008723154664, -0.06469947099685669, -0.01405859924852848, -0.05573168396949768, 0.08737801015377045, -0.043883826583623886, 0.1252567172050476, -0.008291678503155708, 0.043759047985076904, -0.014952575787901878, 0.03633333742618561, -0.11830415576696396, 0.010381556116044521, 0.005226480308920145, 0.0063384827226400375, 0.004144528415054083, 0.027840355411171913, -0.04361701011657715, -0.039382629096508026, 0.005840477533638477, -0.060012176632881165, -0.028222890570759773, -0.06198897212743759, 0.009471460245549679, -0.021848659962415695, -0.03479453921318054, -0.029386088252067566, 0.07887780666351318, -0.0070382412523031235, 0.00643512699753046, 0.03253186494112015, 0.035532042384147644, -0.01710008643567562, -0.04394017532467842, -0.07188600301742554, 0.009783660061657429, 0.01785673201084137, 0.023464733734726906, 0.035325635224580765, 0.054664257913827896, 0.02965501695871353, -0.044676773250103, -0.0012345825089141726, 0.017832383513450623, 0.01935630477964878, -0.008947482332587242, 0.06191062927246094, -0.03230278566479683, -0.015135698951780796, 0.12014121562242508, -0.00800697598606348, -0.041874051094055176, 0.031426262110471725, 0.035301968455314636, 0.001072386745363474, 0.04591274634003639, 0.032569993287324905, -0.004372119903564453, 0.02373730018734932, -0.012421876192092896, 0.013901895843446255, -0.01517968438565731, -0.0025351562071591616, 0.049997903406620026, -0.004193795844912529, -0.05007484182715416, 0.01512867957353592, 0.011472584679722786, -0.027458155527710915, -0.011875715106725693, -0.008981418795883656, -0.06193361058831215, 0.07790813595056534, 0.004401187412440777, -0.2629268169403076, 0.000698360672686249, 0.06119995936751366, 0.05299131199717522, -0.008477510884404182, 0.02953735925257206, 0.02545054815709591, -0.06358395516872406, 0.024639731273055077, 0.004168193321675062, 0.02461320348083973, 0.03285692632198334, 0.00533548416569829, -0.010534181259572506, 0.05724266171455383, 0.0006856716936454177, 0.05677527189254761, -0.026922695338726044, 0.031186426058411598, -0.009745098650455475, 0.005688800010830164, -0.0015751487808302045, 0.16121827065944672, -0.020472902804613113, 0.03966253623366356, -0.006208192091435194, 0.013194559141993523, 0.015385827049612999, 0.06494873762130737, 0.013911562040448189, 0.020344840362668037, -0.013313859701156616, 0.052603788673877716, 0.019500333815813065, 0.03280787914991379, -0.06281717121601105, -0.021688828244805336, 0.024168601259589195, 0.03146621584892273, -0.0005666569340974092, 0.021128714084625244, -0.013641506433486938, -0.028216922655701637, 0.017428364604711533, 0.06277646124362946, 0.02712308056652546, -0.0046098073944449425, -0.028501247987151146, -0.03194652870297432, -0.018839454278349876, -0.051327940076589584, -0.03733374923467636, 0.012354638427495956, 0.01501206774264574, 0.010149682871997356, 0.05011790990829468, -0.007970551960170269, 0.006827893666923046, -0.026219574734568596, 0.011606909334659576, 0.01174479816108942, -0.02261902391910553, 0.10564464330673218, 0.05281888693571091, 0.02698124572634697 ]
[ -0.0017021669773384929, 0.023595888167619705, 0.008264487609267235, 0.011146941222250462, 0.006243148352950811, -0.029363173991441727, -0.007602104917168617, 0.01424453780055046, -0.007020432036370039, 0.027859386056661606, -0.02300312928855419, 0.003162030829116702, -0.02250796929001808, -0.010862613096833229, 0.042730703949928284, 0.01631401665508747, 0.011383541859686375, -0.0019780010916292667, 0.03219151124358177, 0.01245670486241579, -0.022519515827298164, 0.01048585306853056, -0.017993992194533348, -0.00835378561168909, -0.01526512298732996, 0.04419726878404617, -0.017243362963199615, -0.008254628628492355, 0.01854178123176098, -0.1509522646665573, -0.021723028272390366, 0.009760867804288864, -0.0060211061500012875, 0.0337362103164196, 0.005454926285892725, -0.015224367380142212, 0.01666318066418171, -0.0018734278855845332, -0.011644775047898293, 0.010223872028291225, 0.0036191088147461414, 0.006640600506216288, -0.005962252151221037, 0.007641210686415434, -0.015060634352266788, 0.001051053637638688, -0.0069924513809382915, -0.06343566626310349, -0.013166539371013641, -0.040982846170663834, -0.03995319455862045, -0.011436132714152336, -0.025695424526929855, 0.008669890463352203, 0.020575549453496933, 0.010860071517527103, 0.025851313024759293, -0.008783766068518162, -0.016571426764130592, -0.024652251973748207, -0.027219802141189575, -0.0052091688849031925, -0.007407579105347395, -0.013737312518060207, -0.0034520209301263094, -0.014146674424409866, -0.010981124825775623, 0.014618833549320698, -0.02786843106150627, -0.0005945643060840666, -0.0015220652567222714, 0.03772919252514839, -0.012721573002636433, -0.017327135428786278, 0.03764485567808151, 0.0012240682262927294, 0.006141872610896826, -0.002781816991046071, 0.031236307695508003, -0.029095005244016647, -0.034064218401908875, 0.05272721126675606, 0.020239703357219696, -0.0052199712954461575, -0.021122602745890617, -0.000693032459821552, 0.011486350558698177, -0.0008460645913146436, 0.018988221883773804, 0.011548362672328949, -0.012449740432202816, 0.016559327021241188, -0.001641540788114071, -0.0025064069777727127, -0.08075157552957535, 0.0033275443129241467, -0.0016909163678064942, -0.04570121318101883, 0.018990490585565567, 0.8728778958320618, -0.0031912175472825766, 0.024140361696481705, 0.012396370992064476, 0.018860500305891037, 0.015522503294050694, 0.017877519130706787, 0.0020644052419811487, -0.027440382167696953, 0.005093439016491175, -0.026264235377311707, 0.0015709919389337301, 0.026195699349045753, 0.022908102720975876, -0.01826712302863598, -0.0159587524831295, 0.010033132508397102, -0.006863973569124937, 0.013564281165599823, -0.007902354001998901, 0.015714075416326523, 0.03102429397404194, -0.026369508355855942, -0.023415369912981987, -0.0015763678820803761, 0.006847708020359278, -0.18195843696594238, -0.011338642798364162, -9.155156284438978e-33, 0.023622728884220123, -0.0227549709379673, 0.01066866610199213, -0.0010223638964816928, 0.035032935440540314, 0.0190777275711298, 0.045561302453279495, 0.026864448562264442, 0.01290532760322094, -0.014619159512221813, -0.04376061260700226, -0.017965441569685936, -0.03991084545850754, -0.007937679067254066, 0.053757812827825546, -0.006102912127971649, -0.02853497490286827, 0.03181590512394905, -0.031804777681827545, 0.03821064904332161, 0.02908729575574398, 0.01125603262335062, -0.030675217509269714, -0.008745179511606693, 0.026878587901592255, 0.04980022460222244, 0.021530751138925552, -0.022450093179941177, -0.014869478531181812, -0.04697081074118614, -0.0005451347678899765, 0.011647013016045094, -0.013701876625418663, 0.007821395061910152, 0.0037899373564869165, -0.05013211444020271, -0.00900276005268097, 0.0033559384755790234, -0.0060546607710421085, -0.0343925766646862, -0.011384931392967701, 0.00130513496696949, -0.03684009984135628, -0.004233947955071926, -0.0005224294727668166, -0.002437523566186428, 0.020224394276738167, -0.0038744511548429728, 0.023237798362970352, -0.0199285838752985, 0.019465504214167595, 0.024789828807115555, -0.018842164427042007, 0.008840890601277351, -0.011219742707908154, 0.006791260093450546, -0.014598953537642956, -0.009919090196490288, 0.006252065766602755, 0.018197746947407722, 0.0162202175706625, 0.012660929933190346, -0.00579004967585206, 0.007916324771940708, -0.03856426849961281, -0.018710557371377945, 0.01087311189621687, -0.007078959606587887, 0.04811226949095726, 0.004812236409634352, -0.03707588464021683, 0.010158959776163101, -0.04752957075834274, 0.0045890421606600285, -0.000528310367371887, -0.006689530331641436, 0.004609089344739914, 0.0060983989387750626, -0.01293905545026064, 0.01748853176832199, 0.027770617976784706, 0.019831422716379166, 0.008078962564468384, -0.049581706523895264, -0.004883670713752508, 0.0022787521593272686, 0.0036046046297997236, 0.017140408977866173, -0.008939779363572598, 0.03079168312251568, 0.03134971484541893, -0.02188999578356743, 0.009776607155799866, -0.03296351805329323, -0.03221350535750389, 9.024815266767895e-33, 0.00020945045980624855, -0.029171450063586235, -0.021099112927913666, 0.005030329804867506, 0.00409472081810236, -0.017467763274908066, -0.003699201624840498, 0.017132151871919632, -0.060280941426754, 0.026231225579977036, -0.0253544170409441, 0.020246224477887154, 0.01212980318814516, 0.020953670144081116, 0.03465912118554115, -0.014836541377007961, -0.00885676871985197, 0.0020229474175721407, 0.029279684647917747, 0.0018833671929314733, -0.0030689637642353773, 0.01771211437880993, 0.024479806423187256, -0.009725844487547874, 0.008257660083472729, 0.037758130580186844, -0.03429325297474861, -0.00013143039541319013, 0.012495528906583786, -0.003255419433116913, 0.0030834923963993788, -0.02273465320467949, 0.004700183402746916, 0.008761076256632805, -0.010969211347401142, -0.013512790203094482, -0.0007859116303734481, -0.029236722737550735, 0.002345186658203602, 0.004206289071589708, 0.009477298706769943, -0.010843908414244652, -0.011642304249107838, 0.020330149680376053, -0.0069196345284581184, 0.01705644093453884, -0.024875108152627945, 0.00045135364052839577, 0.013095584698021412, -0.010637995786964893, -0.016641918569803238, 0.005502656567841768, 0.02060507982969284, -0.02840881049633026, 0.00954086147248745, -0.02546444721519947, -0.04087094962596893, -0.021581953391432762, -0.018347561359405518, 0.03657758980989456, 0.0018791785696521401, 0.01689997687935829, -0.006676037795841694, 0.00193271494936198, -0.027950173243880272, 0.025449102744460106, 0.0028475832659751177, -0.01796342059969902, -0.0296064093708992, -0.028502123430371284, -0.010999483056366444, 0.01294589601457119, -0.011445518583059311, 0.043849822133779526, 0.022874915972352028, -0.010761690326035023, -0.03570389002561569, 0.012297645211219788, 0.01123831793665886, 0.025337502360343933, -0.005814153701066971, -0.02745765633881092, 0.01355773862451315, 0.009453085251152515, -0.016957134008407593, 0.016973290592432022, -0.002421146258711815, 0.019922802224755287, -0.015061479061841965, 0.0075423093512654305, -0.021169357001781464, -0.00920420978218317, -0.0029266015626490116, 0.014907012693583965, 0.0035353926941752434, -1.454596798566854e-8, -0.006313907913863659, -0.013877511024475098, 0.003053148975595832, 0.013346954248845577, 0.04043751209974289, 0.0010676762321963906, 0.004249625839293003, 0.023252105340361595, -0.010911851190030575, 0.008762291632592678, 0.04032006859779358, -0.008568579331040382, 0.0038255576509982347, 0.0030440196860581636, 0.050488244742155075, -0.023263951763510704, -0.0024521586019545794, -0.019546344876289368, 0.02944011427462101, 0.031194882467389107, 0.0341818705201149, 0.049977146089076996, -0.03039947710931301, 0.020364118739962578, 0.003361998125910759, 0.015822293236851692, 0.011604980565607548, -0.0652386024594307, 0.030295565724372864, 0.017232701182365417, 0.018865501508116722, -0.030861392617225647, -0.009938881732523441, 0.05485500767827034, -0.020773446187376976, -0.05253219977021217, 0.013451511040329933, 0.030721915885806084, 0.0090217599645257, 0.0024575006682425737, 0.012829860672354698, 0.008303030394017696, -0.004329347983002663, -0.029867593199014664, -0.013883700594305992, 0.017040790989995003, -0.008861420676112175, -0.014578462578356266, -0.0238997470587492, -0.05075269937515259, 0.007658828515559435, 0.00006409105844795704, -0.000576735648792237, 0.03141869232058525, -0.0015420422423630953, -0.00678974948823452, 0.009157187305390835, -0.010074646212160587, -0.0313221700489521, -0.00003786852539633401, 0.0012406579917296767, 0.020047441124916077, -0.022473527118563652, -0.017763569951057434 ]
oo-reducing-the-cost-oflots-of-stuff
https://markhneedham.com/blog/2009/03/12/oo-reducing-the-cost-oflots-of-stuff
false
2009-03-13 20:56:07
QCon London 2009: What I've learned about DDD since the book - Eric Evans
[ "qconlondon", "qcon", "infoq", "conferences" ]
[ "QCon" ]
I went to the http://qconlondon.com/london-2009/[QCon conference in London] on Thursday, spending the majority of the day on Eric Evans' http://qconlondon.com/london-2009/tracks/show_track.jsp?trackOID=228[Domain Driven Design track]. The opening presentation was by Eric Evans, himself, and was titled 'http://qconlondon.com/london-2009/presentation/What+I%27ve+learned+about+DDD+since+the+book[What I've learned about DDD since the book]'. ____ In the 5 years since the book was published, I've practiced DDD on various client projects, and I've continued to learn about what works, what doesn't work, and how to conceptualize and describe it all. Also, I've gained perspective and learned a great deal from the increasing number of expert practitioners of DDD who have emerged. ____ We're currently reading http://domaindrivendesign.org/[Domain Driven Design] in our technical book club in the ThoughtWorks Sydney office so I was intrigued to hear about Eric's experiences with DDD and how those compared with ours. The slides from the presentation are http://qconlondon.com/london-2009/file?path=/qcon-london-2009/slides/EricEvans_WhatIveLearnedAboutDDDSinceTheBook.pdf[here]. == What did I learn? * We started with a look at what Evans considers the most essential parts of DDD - creative collaboration between the software experts and the domain experts was identified as being important if we are to end up with a good model. If we can make the process of defining the model fun then all the better but *we need to utilise domain experts properly and not bore them*. Taking a domain expert through some screens and talking about the validation needed on different fields is a bad way to use them - they want to do valuable work and if this is their experience of what it's like working with the software experts then we'll never see them again. * When we're modeling *we need to come up with at least three models* - don't stop at the first model, it's probably not going to be the best one. If we stop after one model then we're leaving opportunities on the table - white boarding different models is a very cheap activity so we should make sure we take advantage of that and do it more frequently. When we talk of three models Evans' pointed out that these should be different to each other and that this would involved coming up with some radically different ideas. Creating an environment where we can celebrate 'bad' ideas is necessary to encourage people to step into the riskier territory. *If we're only coming up with good ideas we're not being creative*. This was a definite take away for me - I'm certainly guilty of only considering the first model I discover so this is something to improve on. * He touched on a couple of others including the need to *constantly reshape the domain model* as we learn more about it and that we can get the biggest gain from DDD by keeping the *focus on our core domain* before we got onto http://devlicio.us/blogs/casey/archive/2009/02/11/ddd-bounded-contexts.aspx[explicit context boundaries] - I've always found this to be the most interesting part of the book and Evans said he wished he'd made it one of the earlier chapters. I spoke with him afterwards about whether or not the UI was considered to be a separate bounded context. He said to consider a bounded context as an observation [of the system] and that if the model of the UI was significantly different to the underlying model then it would be reasonable to consider it as another bounded context. * We moved onto the building blocks of DDD - services, entities, value, objects, factories, repositories - which Evans considers to be over emphasised. They are important but not essential. Evans did also point out that *value objects tend to get neglected*. This was also mentioned in several of the other presentations. * Despite this Evans added a new building block - *domain events*. He described this as 'something happened that the domain experts care about'. They provide a way of representing the state of an entity and lead to clearer, more expressive model. This sounded very similar to an approach http://pilchardfriendly.wordpress.com/[Nick] has described to me whereby we would have a new object that represented a specific state of an object. 'Every change to an object is a new object' was the take away quote from this part of the talk for me - I think an http://www.markhneedham.com/blog/2009/02/28/coding-implicit-vs-explicit-modeling/[explicit approach to modeling is far superior to an implicit one]. The example given was a baseball game where a domain event might be someone swinging at the ball - when this happens statisticians will need to be informed so that they can update their statistics i.e. we often want to record to events that happen in our domain. He described the use of an *event stream* which we could put events onto and they could be subscribed to by whoever cares e.g. the reporting service. * Evans made an interesting point when talking about strategic design - *just because you have been working in a domain for a long period of time does not make you a domain expert*. There is a subtle difference between someone working as a software expert in a domain and the actual domain expert - when looking at problems the software expert is responsible for looking at how software can help, the domain expert is responsible for removing that problem! * Evans came up with a *context mapping step-by-step* which he said could be followed to help us work out where the different bounded contexts in our system are and how they interacted: .. What models do we know of? (draw blob for each & name it) .. Where does each apply? .. Where is information exchanged? .. What is the relationship? .. Rinse and repeat + I've never drawn a context map before but it sounds like a potentially valuable exercise - might try and do one for my current project! * He also added a couple more patterns in this area - *big ball of mud* and *partners*. For big ball of mud he said we should identify these in our context maps and then not worry too much about applying design techniques when in this context - just take a pragmatic approach and 'reach in and change it' Partners was described as being similar to a http://en.wikipedia.org/wiki/Three-legged_race[three-legged race] - both teams need to cooperate on their modeling efforts because they have a mutual dependency, neither can deliver without the other. * Some final take away quotes included '*not all of a large system will be well designed*' and '*precision designs are fragile*' - where we have the latter in our code we need to protect them with an anti corruption layer and with the former we should pick a specific area (that matters) to design well and accept that other bits might not be as good as this bit. </ul> Gojko Adzic has a http://gojko.net/2009/03/12/qcon-london-2009-eric-evans-what-ive-learned-about-ddd-since-the-book/[write up of this talk] as well - a very informative talk and it's definitely cool to hear the guy who coined the approach talking about it.
null
null
[ 0.0016520152566954494, 0.013061627745628357, 0.003530730027705431, 0.06076902896165848, 0.0909045934677124, 0.0008807384874671698, 0.008103166706860065, 0.035271983593702316, 0.03417243808507919, -0.008895685896277428, -0.03410383313894272, 0.004776391200721264, -0.04243121296167374, 0.018250685185194016, -0.009307068772614002, 0.07079359143972397, 0.03725254535675049, -0.00877181626856327, 0.034197162836790085, -0.000508924713358283, 0.0369206927716732, 0.060430970042943954, 0.02603696472942829, 0.04163733497262001, 0.044582467526197433, 0.0002038523234659806, 0.021965190768241882, 0.005311908200383186, -0.05071523040533066, -0.010744981467723846, 0.03867897763848305, -0.007780502084642649, -0.002602060791105032, 0.012172418646514416, 0.027279727160930634, 0.00892980583012104, -0.01578940637409687, 0.001224708859808743, -0.008266904391348362, 0.012781305238604546, -0.07507997006177902, 0.05733855441212654, -0.027736131101846695, 0.017308508977293968, -0.03605719655752182, 0.009499178268015385, -0.05502159520983696, 0.009029783308506012, 0.01375974528491497, 0.0006516921566799283, -0.06626846641302109, 0.03481582552194595, -0.013031477108597755, 0.015882566571235657, -0.02608076110482216, 0.044842153787612915, 0.02708454616367817, -0.0653112381696701, 0.0023484297562390566, -0.04247932508587837, -0.0007874128641560674, -0.01325943786650896, 0.009032197296619415, 0.039747998118400574, 0.03704357519745827, -0.022536177188158035, 0.0003225421824026853, 0.02690478228032589, -0.0398164801299572, 0.012105676345527172, -0.02066349796950817, 0.016070041805505753, 0.02331392467021942, 0.0016134056495502591, -0.00411483459174633, -0.03682369738817215, 0.012974746525287628, 0.06327224522829056, 0.019239971414208412, 0.024401307106018066, -0.017394518479704857, -0.006532160099595785, -0.017141804099082947, 0.032157398760318756, -0.03423560783267021, -0.049714770168066025, -0.020284755155444145, -0.017354605719447136, -0.07280310988426208, 0.06325492262840271, 0.0021599323954433203, -0.057678963989019394, 0.010647864080965519, 0.03807574138045311, 0.0030714706517755985, 0.0019269330659881234, 0.04224857687950134, 0.00849622767418623, -0.018016964197158813, -0.0140977269038558, -0.008722413331270218, -0.02533332258462906, -0.019729871302843094, -0.010636388324201107, -0.07328595966100693, -0.019272983074188232, -0.03148506209254265, -0.009610706008970737, 0.012179555371403694, 0.013010107912123203, -0.03107963316142559, 0.02742585726082325, -0.023452207446098328, -0.00030010304180905223, -0.052179981023073196, 0.08245086669921875, 0.007664140779525042, -0.04280605539679527, -0.00012555602006614208, 0.00022887015074957162, 0.04391980543732643, 0.02108708582818508, -0.03758731111884117, 0.07292331755161285, 0.00836249254643917, 0.003480083541944623, -0.03324073925614357, 0.057074591517448425, -0.029424186795949936, -0.05371028184890747, -0.001747811445966363, 0.035037439316511154, -0.039062295109033585, -0.013407548889517784, -0.006312815938144922, -0.05413985624909401, 0.015113654546439648, -0.000359193654730916, 0.03667858615517616, 0.0404108390212059, 0.027835901826620102, -0.04656897485256195, 0.003477947087958455, -0.008188220672309399, 0.046569857746362686, -0.0057852198369801044, 0.0031999247148633003, -0.0327230803668499, -0.04132445529103279, -0.01592247374355793, -0.002617138670757413, 0.03721229359507561, -0.007770287338644266, -0.058312997221946716, 0.04435298219323158, 0.07873819768428802, 0.05798216164112091, 0.0210270956158638, -0.0066746133379638195, 0.03142975643277168, 0.021648574620485306, 0.012455633841454983, 0.005773847457021475, 0.03856485337018967, 0.012009408324956894, -0.012151761911809444, -0.009490718133747578, 0.057686954736709595, -0.0024565053172409534, -0.012389715760946274, -0.07967722415924072, -0.05023109167814255, 0.04997091367840767, -0.054314032196998596, -0.037049971520900726, 0.042145609855651855, 0.08336232602596283, 0.03363865241408348, 0.032012250274419785, -0.005910317879170179, -0.08665410429239273, 0.004899643361568451, 0.02514681965112686, 0.023473378270864487, 0.03170163184404373, -0.03684642165899277, 0.06967617571353912, 0.04668043553829193, -0.00014675609418191016, 0.07465533912181854, -0.08448941260576248, -0.07616685330867767, -0.021122198551893234, -0.02877688594162464, 0.03594103455543518, -0.005334197543561459, 0.030054587870836258, 0.06536903977394104, -0.005203166510909796, 0.0680336281657219, 0.021584538742899895, 0.010889404453337193, 0.017499566078186035, -0.030227473005652428, -0.029493151232600212, 0.040863148868083954, 0.03671548515558243, -0.0020291563123464584, -0.02003338374197483, -0.004519904498010874, -0.0006113550625741482, -0.018296850845217705, 0.04102539271116257, -0.017167191952466965, 0.023515749722719193, -0.015575584955513477, 0.05799570679664612, -0.01796608418226242, 0.025386342778801918, -0.04765055328607559, 0.04033801332116127, 0.03841780126094818, -0.01473628543317318, 0.02386060170829296, 0.005504385102540255, 0.12182589620351791, 0.05357154831290245, -0.030535487458109856, -0.04473983868956566, 0.025477007031440735, 0.0004845140501856804, -0.014938290230929852, 0.017222218215465546, -0.026664093136787415, 0.019576311111450195, 0.00839229766279459, -0.06032819300889969, -0.05310973525047302, 0.02474214695394039, -0.030177081003785133, 0.010799781419336796, 0.04566994681954384, -0.023658495396375656, 0.06589435040950775, -0.011324078775942326, 0.020049117505550385, -0.005249205511063337, -0.02368415705859661, -0.05789153650403023, 0.0032944674603641033, 0.001665822695940733, -0.010356590151786804, 0.04126448556780815, -0.0010566582204774022, -0.018221674486994743, -0.033621110022068024, -0.019948408007621765, 0.018916796892881393, 0.04410872608423233, 0.06800808757543564, -0.019447946920990944, 0.07461666315793991, -0.00861640926450491, 0.042496759444475174, 0.004016075748950243, -0.03806662559509277, -0.03831009939312935, -0.048535268753767014, 0.002836480038240552, 0.01435664389282465, 0.03171183913946152, 0.015954861417412758, 0.008466055616736412, -0.0049307700246572495, -0.011977476999163628, -0.010779381729662418, 0.01683567278087139, -0.00006309918535407633, -0.007986604236066341, -0.02065204456448555, -0.03410856053233147, 0.04988420754671097, -0.040163107216358185, -0.018212929368019104, -0.0010553390020504594, -0.08301089704036713, 0.033689308911561966, -0.07902313023805618, -0.04527413100004196, 0.010769294574856758, 0.013731085695326328, 0.025497036054730415, 0.019735420122742653, 0.01760774292051792, 0.053371839225292206, 0.008937958627939224, 0.000967674539424479, -0.02198595181107521, -0.030275415629148483, 0.036316245794296265, -0.011829023249447346, 0.011266550980508327, 0.03256206586956978, 0.002083991188555956, 0.012111467309296131, -0.05239224433898926, 0.03559586778283119, -0.02011984772980213, -0.2978751063346863, 0.0028941596392542124, 0.01850586012005806, -0.038453467190265656, 0.011743560433387756, -0.018117090687155724, 0.014596301130950451, -0.05652698129415512, -0.03449704125523567, -0.006013327278196812, -0.03521403297781944, -0.05604424327611923, -0.018310191109776497, 0.030406037345528603, 0.008637663908302784, 0.04226059466600418, 0.042055923491716385, -0.04319063201546669, 0.010183456353843212, 0.0515933521091938, -0.01684030331671238, -0.07277905941009521, -0.008067191578447819, 0.03550322353839874, 0.034995678812265396, 0.054810281842947006, -0.08382327854633331, 0.007546266540884972, -0.059713929891586304, -0.004701240453869104, 0.029093114659190178, 0.00007280671707121655, -0.010065625421702862, -0.010659094899892807, -0.009616976603865623, -0.017231089994311333, 0.06074528396129608, 0.0036300132051110268, -0.0000633905510767363, 0.0014919228851795197, -0.0011805021204054356, -0.026431947946548462, 0.003941623959690332, 0.013362768106162548, 0.07898664474487305, 0.008156180381774902, -0.08228154480457306, -0.010560661554336548, -0.03048311173915863, 0.07037080079317093, -0.03333117812871933, -0.016814138740301132, -0.00827588140964508, 0.044396333396434784, -0.017136726528406143, -0.0013990725856274366, 0.0055877212435007095, -0.03897814080119133, -0.049012940376996994, -0.028649887070059776, -0.00968317873775959, -0.029773211106657982, -0.014022357761859894, -0.05751626566052437, 0.004635279532521963, -0.0422728955745697, -0.08136425167322159, -0.01405688188970089, 0.07167796790599823, 0.024843666702508926, -0.02582676149904728, 0.03435339033603668, -0.0015268528368324041, -0.10711976885795593, 0.00002836582643794827, -0.005544530693441629, 0.020115967839956284, -0.001936227548867464, 0.04533393308520317, 0.03605379909276962, -0.02442905493080616, -0.0628470927476883, 0.008295360952615738, 0.038392726331949234, 0.02116338536143303, -0.027218902483582497, 0.04470096901059151, 0.019188247621059418, -0.027243688702583313, -0.0031554317101836205, 0.06095001474022865, -0.010388289578258991, -0.03315359354019165, -0.03795481100678444, 0.011839182116091251, -0.0014574946835637093, 0.014397506602108479, 0.010416343808174133, 0.00969280768185854, 0.022018879652023315, -0.008771457709372044, -0.0662030354142189, 0.023123115301132202, -0.016507886350154877, -0.0019402821781113744, -0.00714679853990674, -0.0430828258395195, -0.010624270886182785, 0.029540330171585083, 0.012913379818201065, 0.002431007567793131, -0.023190436884760857, 0.00945967622101307, -0.05310418829321861, -0.04806789010763168, -0.025068704038858414, 0.013930768705904484, 0.04755336791276932, -0.006898048799484968, -0.030063407495617867, -0.04407459497451782, 0.0017562640132382512, -0.0040306206792593, -0.007287717889994383, -0.05210253968834877, -0.008561134338378906, -0.019626377150416374, 0.008758175186812878, 0.00718331802636385, 0.007559719029814005, -0.01006945688277483, 0.021818455308675766, 0.011597230099141598, -0.03278600797057152, 0.010701551102101803, -0.012638673186302185, -0.06478841602802277, -0.025348855182528496, 0.006329820025712252, 0.012621255591511726, 0.02003028243780136, 0.0360257551074028, 0.004958329722285271, -0.0013124042889103293, 0.04990924149751663, 0.014157175086438656, 0.023497194051742554, 0.0017064606072381139, 0.050274286419153214, 0.011170846410095692, 0.006184282246977091, -0.054031841456890106, 0.011871425434947014, -0.042137619107961655, -0.00524264108389616, -0.02041769027709961, 0.04810584709048271, -0.02261791191995144, -0.026566805317997932, -0.014340242370963097, 0.007401505950838327, -0.051619406789541245, -0.02733311988413334, -0.024945128709077835, 0.03654015436768532, 0.07130933552980423, -0.021888094022870064, 0.024546006694436073, -0.007554130163043737, -0.020864499732851982, 0.012805704958736897, 0.011239910498261452, -0.04480446130037308, -0.0022449749521911144, 0.012257184833288193, 0.012293310835957527, -0.010114122182130814, 0.004765568301081657, 0.0648546814918518, 0.009534408338367939, 0.0017338996985927224, -0.03995443880558014, 0.0051125418394804, 0.014196706004440784, 0.057666681706905365, 0.019625462591648102, -0.023677323013544083, 0.02432834915816784, -0.024967629462480545, -0.025247840210795403, -0.02043594792485237, -0.008971677161753178, -0.003911389969289303, 0.012336424551904202, -0.02464400976896286, -0.07703614979982376, 0.08660699427127838, 0.016488127410411835, 0.0018507398199290037, 0.018306449055671692, -0.001900086528621614, -0.0027760479133576155, -0.023727120831608772, 0.05284140631556511, 0.039140187203884125, -0.07442803680896759, -0.004294217098504305, -0.0002969612833112478, 0.011753112077713013, 0.0086942994967103, -0.00708653824403882, -0.048420500010252, -0.03428107127547264, -0.03710092604160309, 0.012773964554071426, -0.05913891643285751, -0.017800970003008842, -0.02927049808204174, 0.02177046425640583, 0.016042714938521385, 0.017502998933196068, -0.011556149460375309, -0.02745845355093479, 0.004763027187436819, -0.01948569342494011, 0.02742171660065651, -0.037945736199617386, 0.003975129686295986, -0.006750195752829313, -0.06129571422934532, 0.003788914065808058, -0.02399495802819729, -0.00571261765435338, 0.011191306635737419, -0.029155928641557693, 0.0020234433468431234, -0.03696659207344055, 0.0033386992290616035, -0.009965557605028152, 0.044393762946128845, -0.012456310912966728, -0.012795578688383102, -0.04259972274303436, 0.007349689025431871, -0.04699958488345146, 0.03961148113012314, -0.013570254668593407, 0.004323454108089209, 0.028196902945637703, 0.04844563826918602, -0.004627018701285124, 0.04860808700323105, -0.0004097337368875742, -0.006316433660686016, 0.043741222470998764, -0.07098439335823059, -0.01289425604045391, -0.052371297031641006, -0.07292485237121582, -0.008041219785809517, -0.009284992702305317, 0.041042495518922806, -0.011157138273119926, 0.04133060947060585, 0.029711639508605003, 0.02671818621456623, 0.025967292487621307, 0.008492102846503258, 0.028394442051649094, -0.02740374766290188, 0.0024118898436427116, -0.06575624644756317, 0.009152770973742008, 0.04573066905140877, -0.004959166049957275, -0.02316552773118019, 0.008226812817156315, -0.037437554448843, 0.06527641415596008, -0.07890386879444122, -0.0261990986764431, 0.03910120204091072, -0.0038533981423825026, -0.033176518976688385, 0.008978862315416336, -0.07300512492656708, 0.003507123328745365, 0.028779348358511925, -0.03915035352110863, -0.013880998827517033, -0.014635462313890457, 0.03585551679134369, -0.004909388720989227, 0.03471524268388748, -0.048191435635089874, -0.01753721758723259, 0.07055258005857468, 0.011456840671598911, -0.00511430436745286, 0.049238067120313644, 0.004254738334566355, 0.050752557814121246, 0.02190789394080639, -0.0009087419603019953, 0.009576852433383465, 0.029711555689573288, -0.0318363681435585, -0.07444389164447784, 0.04699244722723961, -0.015275221318006516, -0.016399182379245758, -0.042093876749277115, 0.05086597427725792, 0.028368661180138588, -0.028544185683131218, -0.05994724854826927, 0.021870868280529976, -0.058602508157491684, -0.0027744725812226534, -0.02238006889820099, -0.014915311709046364, -0.031649019569158554, 0.04899304732680321, 0.00817272812128067, 0.017386775463819504, 0.05702657252550125, 0.013919644057750702, -0.03436015173792839, -0.01505653839558363, 0.08608825504779816, 0.08042899519205093, 0.06258148699998856, 0.006342737469822168, 0.07378311455249786, -0.01688220538198948, -0.04785332828760147, 0.00896681658923626, 0.0042453608475625515, -0.016756156459450722, -0.030332624912261963, 0.015538981184363365, 0.061926137655973434, -0.017384925857186317, 0.07317234575748444, -0.015146157704293728, -0.021019048988819122, 0.004006529226899147, 0.025413760915398598, 0.031394150108098984, 0.06167515367269516, 0.005761545617133379, 0.028353240340948105, -0.011879169382154942, -0.044786807149648666, 0.03567329794168472, -0.021376539021730423, -0.033656030893325806, 0.005678767338395119, -0.01487038191407919, 0.013668587431311607, -0.012647217139601707, 0.02802274003624916, 0.09711170196533203, -0.04190051183104515, 0.013140900060534477, -0.003581178141757846, 0.0038886526599526405, 0.012943116016685963, 0.03448808193206787, -0.004945414140820503, -0.02300560101866722, -0.025531742721796036, -0.031940437853336334, -0.03785783797502518, -0.01585911214351654, -0.03289990872144699, 0.034613236784935, -0.03718695044517517, -0.013911641202867031, 0.031107282266020775, -0.002694926457479596, -0.027361024171113968, -0.06504844129085541, -0.03677891567349434, -0.02006913721561432, -0.045833032578229904, -0.02011280320584774, 0.02761104516685009, -0.006520676426589489, -0.04302026331424713, -0.010838164016604424, -0.018379762768745422, -0.026329992339015007, 0.047098372131586075, -0.06345822662115097, -0.020069928839802742, 0.015394292771816254, 0.0011630579829216003, 0.011161038652062416, 0.028460105881094933, 0.05140574648976326, 0.003801319282501936, -0.007118284236639738, -0.015517565421760082, 0.02187308855354786, 0.024046998471021652, 0.018212633207440376, 0.025809800252318382, -0.10022672265768051, 0.014444475062191486, 0.01935851015150547, -0.03108975663781166, -0.07309871912002563, 0.03899325057864189, 0.022618412971496582, 0.005040414165705442, 0.03762127459049225, 0.008210967294871807, 0.013772178441286087, -0.025432268157601357, -0.01299845241010189, -0.0064490726217627525, 0.017736786976456642, 0.034158769994974136, -0.011717687360942364, 0.09116233140230179, 0.0444369912147522, 0.0062121679075062275, -0.045805178582668304, -0.01120730210095644, -0.013779857195913792, -0.0017874215263873339, -0.01662735641002655, -0.03718514367938042, -0.03641509264707565, -0.07757223397493362, -0.03443848714232445, 0.030788583680987358, -0.04023851826786995, -0.015969689935445786, 0.01025745552033186, 0.03133980929851532, -0.01556781493127346, 0.019765891134738922, -0.049330003559589386, 0.0004986462881788611, -0.008200463838875294, -0.015505052171647549, -0.009394523687660694, 0.010890979319810867, 0.0032965971622616053, 0.01311678159981966, 0.023205364122986794, -0.04575596749782562, -0.006875956431031227, -0.01104457676410675, 0.023290643468499184, 0.007763385772705078, 0.028988536447286606, -0.012016546912491322 ]
[ -0.08880142867565155, -0.008391044102609158, -0.008316575549542904, -0.05125025287270546, 0.03963908180594444, -0.020888501778244972, -0.03403954207897186, 0.0290471650660038, -0.005154151935130358, -0.04351433366537094, -0.02088761329650879, -0.010737348347902298, -0.0029896837659180164, -0.006381753366440535, 0.06184551864862442, 0.030833080410957336, -0.004592550452798605, -0.0734999030828476, 0.0528450682759285, 0.028147784993052483, 0.01570482924580574, -0.03811025992035866, -0.022721102461218834, -0.030768832191824913, -0.012627175077795982, 0.02306128852069378, 0.043813981115818024, -0.03346667438745499, 0.023137036710977554, -0.1896049678325653, -0.004932316951453686, 0.029363218694925308, 0.01636369153857231, -0.005642770789563656, 0.0036204394418746233, 0.05013689771294594, 0.005115988664329052, 0.01560207735747099, 0.019881097599864006, 0.0015195884043350816, -0.0001973433536477387, -0.008361108601093292, -0.026491396129131317, -0.04839882254600525, 0.05890971049666405, -0.017614416778087616, 0.002052574884146452, -0.04207716882228851, -0.03205892816185951, -0.001608865917660296, -0.03416268154978752, -0.020517557859420776, -0.017659315839409828, -0.03960952162742615, -0.028834374621510506, 0.03908390924334526, 0.035703424364328384, 0.07056399434804916, -0.00020589974883478135, 0.008859250694513321, 0.023913849145174026, 0.009045218117535114, -0.14420174062252045, 0.11033079773187637, 0.02363509312272072, 0.06336362659931183, -0.04045446962118149, -0.02334880828857422, -0.019960395991802216, 0.08846832066774368, 0.01764700561761856, -0.03812670707702637, -0.02343180775642395, 0.01574096828699112, 0.0029476890340447426, -0.010801893658936024, 0.0035517551004886627, 0.019855812191963196, 0.019780343398451805, -0.056075409054756165, 0.006273399107158184, 0.008942682296037674, -0.03192061558365822, -0.03775917738676071, -0.048269446939229965, 0.03973229601979256, 0.012396778911352158, 0.05698089301586151, 0.016198905184864998, 0.031163807958364487, 0.04233385622501373, -0.00014634232502430677, 0.01928636245429516, -0.010060594417154789, -0.08282770961523056, -0.008398614823818207, 0.025141244754195213, 0.00546237314119935, -0.039233408868312836, 0.4516754150390625, -0.007518542464822531, -0.030268361791968346, 0.0673883780837059, 0.020185522735118866, -0.023804886266589165, 0.016248896718025208, 0.006834529805928469, -0.04248369112610817, 0.04501882940530777, -0.009407307021319866, 0.01351683959364891, 0.026866959407925606, 0.0542045421898365, -0.04687478765845299, 0.03330891206860542, 0.012153134681284428, 0.0085423793643713, 0.018153278157114983, -0.016619252040982246, -0.040906839072704315, -0.0055769686587154865, 0.017786258831620216, 0.031558454036712646, 0.007626296486705542, -0.028815751895308495, -0.03298051655292511, 0.026697853580117226, 0.061671655625104904, 0.016672004014253616, 0.02042136713862419, 0.05309844762086868, -0.04582422599196434, -0.05465587601065636, 0.017371390014886856, 0.035453036427497864, -0.007488762028515339, 0.03347381204366684, -0.015883341431617737, -0.015279595740139484, 0.067900650203228, -0.004099787212908268, 0.006439052522182465, 0.011538390070199966, -0.0009972741827368736, -0.03897535428404808, 0.105828657746315, 0.013158045709133148, -0.041063275188207626, -0.021540751680731773, -0.009575809352099895, 0.036558739840984344, 0.03437074273824692, 0.011351993307471275, -0.04910074546933174, 0.035900745540857315, 0.01968127116560936, 0.10968653112649918, -0.00349613674916327, -0.08391887694597244, -0.010799861513078213, 0.012696400284767151, -0.025294538587331772, -0.046860355883836746, 0.08557114005088806, 0.04773111641407013, -0.1278296411037445, -0.025121228769421577, 0.012635546736419201, 0.03541933000087738, -0.06773459911346436, -0.018178831785917282, -0.0021222131326794624, -0.03755638003349304, 0.0025913710705935955, 0.05453494191169739, -0.04160396009683609, -0.04921938106417656, 0.00046150656999088824, 0.0459955558180809, 0.01216257642954588, 0.011905715800821781, -0.014054558239877224, -0.020253052935004234, 0.00877044815570116, -0.032091185450553894, -0.07069186121225357, -0.022688986733555794, -0.012261027470231056, -0.02988540753722191, -0.0035500205121934414, -0.01469361875206232, -0.008742467500269413, -0.09465578198432922, 0.10199553519487381, -0.025824159383773804, -0.010343686677515507, 0.007724522612988949, -0.005670749582350254, -0.024831395596265793, -0.016952883452177048, -0.06936032325029373, 0.01535532996058464, -0.052059441804885864, 0.013834768906235695, -0.07034152746200562, 0.049273040145635605, 0.03341979533433914, -0.03025953471660614, 0.07684022933244705, 0.05824624374508858, -0.058793164789676666, -0.015365553088486195, 0.024290025234222412, 0.003913926426321268, 0.02307829074561596, 0.0057439664378762245, 0.0320328064262867, 0.03153098374605179, -0.029737185686826706, 0.017594313248991966, -0.0010104019893333316, 0.041970349848270416, -0.02574077621102333, -0.36207664012908936, -0.048222675919532776, -0.05093793198466301, -0.009857338853180408, 0.017735473811626434, -0.04444863647222519, 0.027916889637708664, 0.0038629670161753893, -0.01858457177877426, 0.027189506217837334, 0.054050251841545105, -0.01888956129550934, -0.00200486509129405, -0.09406875818967819, -0.023166948929429054, 0.0025833752006292343, -0.002283514477312565, -0.009822350926697254, -0.0559527687728405, 0.00025049952091649175, -0.004897183272987604, 0.0005036966176703572, -0.013238956220448017, -0.07525292038917542, -0.0094302948564291, -0.03219844400882721, 0.09545443207025528, -0.0025078223552554846, 0.07468806952238083, -0.014134890399873257, 0.03478332236409187, 0.002532451180741191, 0.014082884415984154, -0.10775940865278244, 0.0033837377559393644, -0.008627773262560368, 0.03149095177650452, -0.0165020190179348, 0.015371352434158325, -0.04881935566663742, -0.03989781066775322, 0.01552650798112154, -0.032050907611846924, -0.05555348843336105, -0.08298984915018082, 0.017871273681521416, -0.04538288339972496, -0.020681897178292274, -0.041280023753643036, 0.10334664583206177, 0.014811246655881405, 0.008336886763572693, 0.025736359879374504, 0.03685562312602997, -0.03940669074654579, -0.03030693531036377, -0.07377850264310837, 0.024031098932027817, 0.0029995767399668694, 0.007654950954020023, 0.019980914890766144, 0.04556700214743614, 0.01733192428946495, -0.06769756972789764, -0.009021703153848648, -0.01658586971461773, 0.0014125786256045103, 0.014081384986639023, 0.0775388851761818, -0.026890352368354797, -0.02793584018945694, 0.060661498457193375, 0.0035586440935730934, -0.0020478488877415657, 0.021176612004637718, 0.0035266641061753035, -0.027743486687541008, 0.018534565344452858, -0.016816621646285057, 0.011130969040095806, 0.010711582377552986, 0.00072153948713094, 0.0463452972471714, -0.011726099997758865, 0.0012284874683246017, 0.012720531783998013, 0.0038491375744342804, -0.054237257689237595, 0.03768646717071533, 0.012576965615153313, -0.04580490663647652, 0.014509139582514763, -0.039433661848306656, -0.06928223371505737, 0.060966379940509796, 0.014780169352889061, -0.23011615872383118, 0.014956969767808914, 0.0603775829076767, 0.08069529384374619, -0.0014188929926604033, 0.04775253310799599, 0.046103011816740036, -0.03351709619164467, 0.03257906064391136, 0.010557139292359352, 0.01674788072705269, 0.010362234897911549, -0.01710296794772148, 0.0017804341623559594, 0.028054136782884598, -0.0004686831671278924, 0.03896411508321762, 0.005124854389578104, 0.006989548914134502, -0.0293161291629076, 0.0015175857115536928, 0.02915588580071926, 0.14374879002571106, -0.010879725217819214, 0.04058447852730751, 0.0006493077962659299, -0.013120668940246105, -0.001307472586631775, 0.041100744158029556, 0.010963560082018375, 0.007094916421920061, -0.01585761457681656, 0.02786918357014656, 0.014978687278926373, 0.02564169280230999, -0.03508498892188072, -0.04349525272846222, 0.019209204241633415, 0.018580911681056023, 0.023145977407693863, 0.04562954977154732, -0.006778506562113762, 0.0016728413756936789, 0.06767654418945312, 0.04415219649672508, 0.04892614856362343, 0.012201081961393356, -0.02165214531123638, -0.04649043828248978, -0.006211450789123774, -0.0276944600045681, -0.05098007991909981, 0.016501637175679207, -0.020567959174513817, 0.008838003501296043, 0.07279883325099945, 0.05667887628078461, -0.025757083669304848, -0.009280291385948658, -0.0012112928088754416, -0.008520524017512798, -0.03924097493290901, 0.0742933377623558, 0.04668854549527168, 0.033585116267204285 ]
[ -0.016436269506812096, -0.046041205525398254, 0.006034137215465307, -0.012244628742337227, -0.0019964659586548805, -0.02602783404290676, -0.004768711514770985, 0.013448056764900684, 0.0035082080867141485, -0.01258088368922472, -0.00709298113361001, 0.02468942105770111, 0.006739702541381121, -0.0065081194043159485, 0.014936820603907108, 0.015055451542139053, 0.03654365614056587, 0.011814186349511147, -0.0030613956041634083, -0.008366310968995094, -0.01823130063712597, 0.026091400533914566, 0.00778264831751585, 0.02938481792807579, -0.04659818485379219, 0.02494567073881626, 0.005097692832350731, -0.009100684896111488, 0.0424061045050621, -0.14237233996391296, 0.0064170584082603455, -0.024091623723506927, -0.014539413154125214, 0.002938705962151289, 0.031111758202314377, -0.03177160769701004, 0.010087073780596256, 0.011786115355789661, 0.0022749549243599176, -0.04421613737940788, 0.027096731588244438, -0.03429115563631058, 0.03968096524477005, -0.022467641159892082, 0.04098436236381531, 0.015356834046542645, -0.03862503543496132, -0.025931231677532196, 0.011468097567558289, -0.05408749356865883, 0.011259526014328003, -0.030756862834095955, 0.03127998113632202, -0.01363568939268589, -0.02153315767645836, 0.020154718309640884, 0.013147751800715923, 0.03265821188688278, -0.010475961491465569, 0.0170309878885746, -0.035619962960481644, -0.01203459408134222, -0.03557178005576134, -0.022072145715355873, 0.025488046929240227, -0.014104214496910572, -0.03792496398091316, 0.04144195839762688, -0.022052066400647163, 0.013138901442289352, -0.023502975702285767, 0.026771333068609238, -0.034317709505558014, -0.01636715978384018, 0.02751886285841465, 0.013860359787940979, -0.008876555599272251, 0.01717245578765869, 0.018396446481347084, -0.07345463335514069, -0.0041506970301270485, 0.023862220346927643, 0.00018359468958806247, -0.0000018968788708662032, 0.006147982086986303, -0.020469706505537033, -0.001223417348228395, 0.010604599490761757, 0.024550676345825195, -0.008588450029492378, -0.028751268982887268, 0.023618120700120926, -0.010599058121442795, 0.0051999143324792385, -0.0984455943107605, 0.0017220566514879465, 0.013090993277728558, -0.011511920019984245, 0.006988306995481253, 0.8369394540786743, 0.022302571684122086, 0.016973378136754036, 0.0157521590590477, 0.0272365752607584, -0.0063027385622262955, -0.017544744536280632, 0.01340892817825079, 0.03784933686256409, -0.0011787053663283587, -0.035640180110931396, 0.029248634353280067, 0.004124354105442762, 0.021146930754184723, 0.003549970919266343, 0.022360583767294884, -0.006312690209597349, -0.021977901458740234, 0.04118786379694939, -0.036190181970596313, -0.03889746963977814, -0.04441545903682709, -0.01530434936285019, -0.00877884030342102, -0.022357968613505363, -0.034854594618082047, -0.1934950351715088, 0.00996468961238861, -7.231742632646471e-33, 0.05802471935749054, -0.009303519502282143, -0.008124657906591892, -0.019364265725016594, 0.0116975586861372, -0.013927733525633812, 0.014228123240172863, -0.0023247417993843555, -0.005723052192479372, -0.020214973017573357, -0.0037752382922917604, -0.0373307503759861, -0.013162381947040558, -0.03626922890543938, 0.030396802350878716, -0.013212038204073906, -0.021879656240344048, 0.02760704606771469, -0.020001845434308052, -0.007305291946977377, 0.05103341117501259, 0.017327429726719856, -0.031217729672789574, -0.004469116684049368, 0.05102977901697159, 0.026818176731467247, -0.0003414356615394354, 0.04943740367889404, -0.004475295078009367, -0.03851873427629471, -0.05517229065299034, 0.0032454263418912888, -0.009781092405319214, -0.009291470982134342, -0.0036740254145115614, -0.022025216370821, -0.04841367527842522, -0.010246092453598976, 0.013938582502305508, -0.042914312332868576, -0.008693818002939224, -0.027278700843453407, -0.05066513642668724, -0.0296013243496418, -0.05336591973900795, 0.02760685235261917, 0.038640640676021576, -0.0036935163661837578, -0.0012604172807186842, -0.02279842086136341, 0.021021705120801926, -0.017318956553936005, -0.023325249552726746, -0.023745974525809288, -0.006665387656539679, 0.012409951537847519, -0.016619490459561348, -0.01164226420223713, 0.036234013736248016, 0.021410295739769936, 0.028908874839544296, 0.017365215346217155, -0.03951994329690933, 0.02356838993728161, -0.010663622058928013, -0.012897435575723648, 0.01437537930905819, 0.006413581781089306, 0.012251794338226318, -0.009499887935817242, -0.045097772032022476, 0.023479357361793518, -0.027231337502598763, -0.0046850345097482204, 0.05794203653931618, -0.03500847518444061, 0.006700757425278425, 0.013323774561285973, -0.0011201457818970084, 0.022337649017572403, -0.04456394538283348, -0.013787921518087387, -0.013459647074341774, -0.00868989247828722, -0.00005276032243273221, -0.001145770656876266, 0.014146413654088974, -0.01933971233665943, -0.024283623322844505, -0.00887990277260542, 0.034955911338329315, -0.01928425207734108, -0.006140043959021568, 0.023160070180892944, -0.007630458101630211, 7.079769580184381e-33, -0.014141920953989029, 0.018070099875330925, 0.01875339448451996, 0.003201613435521722, 0.002342120511457324, -0.031352777034044266, 0.023946844041347504, 0.035307906568050385, -0.029642727226018906, 0.0111700389534235, -0.032943759113550186, 0.017633112147450447, -0.04067174345254898, 0.005544897634536028, 0.02814403921365738, -0.03910471498966217, 0.001466930378228426, -0.04524438828229904, 0.02906111814081669, 0.041176021099090576, 0.052757907658815384, -0.007474252954125404, -0.004477960057556629, -0.013589142821729183, 0.016357265412807465, 0.07216209173202515, 0.013263395056128502, 0.006426777224987745, -0.005043486133217812, 0.018865304067730904, 0.017141899093985558, -0.004545195493847132, 0.015664028003811836, -0.02670220099389553, 0.009323878213763237, 0.001291188644245267, 0.018105976283550262, -0.00020741490880027413, -0.028791366145014763, 0.0022468636743724346, -0.010762852616608143, 0.015369394794106483, 0.004453570581972599, 0.04070990905165672, 0.031906209886074066, 0.0013274623779579997, 0.010498699732124805, -0.01995416171848774, -0.01812276989221573, -0.007226806599646807, 0.0037356081884354353, -0.004105758387595415, 0.04162147268652916, 0.021608052775263786, -0.027215713635087013, -0.02899094484746456, 0.0003441444132477045, 0.015056945383548737, 0.010269161313772202, -0.016633877530694008, -0.029575306922197342, 0.010239389725029469, -0.02188444696366787, 0.014335804618895054, -0.025850115343928337, -0.0044430335983633995, -0.006716470699757338, 0.017675332725048065, -0.00280568515881896, -0.03454213961958885, -0.04045030474662781, -0.005954309832304716, 0.006893839221447706, 0.03636639192700386, -0.0058496794663369656, -0.04909318685531616, -0.04977141693234444, 0.013925486244261265, 0.017854278907179832, 0.028480177745223045, -0.009718038141727448, 0.012220507487654686, 0.021132316440343857, -0.016726382076740265, -0.01854364015161991, 0.03522951528429985, -0.01908939518034458, 0.02986975759267807, -0.02014007978141308, 0.015722837299108505, 0.003864249214529991, -0.017018359154462814, 0.021152839064598083, 0.038765180855989456, -0.027606632560491562, -1.3005777788066553e-8, -0.02226954512298107, 0.02545999176800251, -0.0058338213711977005, -0.024932900443673134, 0.014366993680596352, 0.004619172308593988, 0.0047176000662148, 0.01917538046836853, 0.0043583461083471775, 0.0052992673590779305, 0.025335635989904404, -0.03608072176575661, -0.04535618796944618, 0.019454358145594597, 0.0008509791223332286, -0.015454748645424843, 0.01294673327356577, 0.009085208177566528, 0.021356739103794098, 0.0062909298576414585, 0.05811171233654022, 0.0693822130560875, 0.006839957553893328, -0.011039002798497677, 0.046855002641677856, 0.009483037516474724, 0.008717029355466366, -0.07938909530639648, -0.011060509830713272, 0.00013891853450331837, 0.029143614694476128, -0.018727311864495277, 0.00759923318400979, 0.06935925036668777, 0.006678116973489523, -0.02407694049179554, 0.017999043688178062, 0.0004398709861561656, 0.03450535982847214, 0.014395736157894135, -0.011941325850784779, 0.014234645292162895, 0.005532806273549795, -0.022007163614034653, -0.013256393373012543, 0.012948756106197834, -0.01019314955919981, -0.0027226184029132128, -0.0081923333927989, -0.010216869413852692, -0.008854608982801437, -0.0236385315656662, 0.035359010100364685, 0.03893880173563957, 0.020884813740849495, 0.0010101989610120654, 0.004213583189994097, -0.03726319968700409, -0.040236812084913254, -0.009165388531982899, 0.016336878761649132, 0.02103559486567974, 0.015336976386606693, 0.010721957311034203 ]
qcon-london-2009-what-ive-learned-about-ddd-since-the-book-eric-evans
https://markhneedham.com/blog/2009/03/13/qcon-london-2009-what-ive-learned-about-ddd-since-the-book-eric-evans
false
2009-03-14 14:23:43
QCon London 2009: Rebuilding guardian.co.uk with DDD - Phil Wills
[ "qconlondon", "qcon", "infoq", "conferences" ]
[ "QCon" ]
Talk #3 on the http://qconlondon.com/london-2009/tracks/show_track.jsp?trackOID=228[Domain Driven Design track] at http://qconlondon.com/london-2009/[QCon] was by http://twitter.com/philwills[Phil Wills] about how the http://qconlondon.com/london-2009/presentation/Rebuilding+guardian.co.uk+with+DDD[Guardian rebuilt their website using Domain Driven Design]. I'd heard a little bit about this beforehand from colleagues who had the chance to work on that project but it seemed like a good opportunity to hear a practical example and the lessons learned along the way. There are no slides available for this one on the QCon website at the moment. == What did I learn? * Phil started by explaining the reasons that they decided to rebuild their website - tedious manual work was required to keep the site up to date, they were struggling to hire new developers due to their choice of technology stack and it was difficult to implement new features. * They were able to *get domain experts very involved with the team* to help define the domain model and trusted the domain expert to know best. I think the difficulty of making this happen is underestimated - none of the projects that I've worked on have had the domain expert access that Phil described his team as having. The benefit of having this was that they had times when the business pointed out when the model was getting over complicated. The takeaway comment for me was that we should '*strive to a point where the business can see and comprehend what you're trying to achieve with your software*' * Entities are your stars but *we need to also think about value objects*. Entities have the maintenance overhead of having life cycle that we need to take care of so it makes sense to avoid this wherever possible. Phil showed an example of an entity class with around 50 fields in which could have been severely simplified by introducing value objects. Every time I heard value objects being mentioned it reminded me of http://www.markhneedham.com/blog/2009/03/10/oo-micro-types/[micro/tiny types] which are not exactly the same but seem to be fairly similar in their intent of improving expressiveness and making the code easier to work with. The importance of value objects was also mentioned in http://www.markhneedham.com/blog/2009/03/13/qcon-london-2009-what-ive-learned-about-ddd-since-the-book-eric-evans/[Eric Evans talk]. * *The database is not the model* - Phil repeated this multiple times just in case we didn't get the picture, and it was something http://www.markhneedham.com/blog/2009/03/14/qcon-london-2009-ddd-bdd-dan-north/[Dan mentioned in his talk as well] where he referenced Rails use of Active Record as being a particular culprit. Phil mentioned that this had been a difficult idea to grasp for some of the team who didn't give full status to data that didn't have a corresponding place in the database. * The Guardian's core domain is articles - they look to *use 3rd party solutions for parts of the website which aren't part of the core domain*. For example football league tables are pulled from a 3rd party content provided who sends the data in a format which can be easily displayed on the website. I think I would have made a mistake here and tried to model the league table so it was cool that they recognised that there wasn't going to be much value in doing this since it's not their differentiator. This was a really useful example for helping me to understand what the core domain actually is. * Although the database is not the model, Phil pointed out that *keeping the database near to the model helps save the need to do lots of context switching*. Interestingly he also pointed out that it's not always good to completely normalise data - it can lead to expensive joins later on. * One idea which I felt wasn't completely explained was that of *injecting repositories into domain model objects* to get access to some data rather than having to do a traversal by accessing it through other means. Phil said this was considered a bit of a hack but was sometimes a good choice. He did also point out that it can hide problems with the model. * Future plans for the code include adding *domain events* and trying to create a *less monolithic domain* - there is currently a single shared context which makes it difficult to prise stuff that's not in the core domain away.
null
null
[ 0.024901287630200386, 0.017873579636216164, 0.020385470241308212, 0.05290371552109718, 0.08716423064470291, 0.015130545012652874, 0.02446899563074112, 0.030919712036848068, 0.02560901828110218, -0.015535814687609673, -0.032081570476293564, 0.009790644980967045, -0.05512341484427452, 0.01800426095724106, -0.027634864673018456, 0.060694947838783264, 0.05345562472939491, -0.00997544638812542, 0.032901547849178314, 0.0032161225099116564, 0.03737601265311241, 0.06044287979602814, 0.0026626819744706154, 0.032513801008462906, 0.03568364679813385, 0.022184522822499275, 0.015920022502541542, 0.02492980845272541, -0.05509580671787262, -0.02527935802936554, 0.044649817049503326, -0.007299402728676796, -0.0015702401287853718, 0.010081338696181774, 0.015733620151877403, 0.0035825357772409916, 0.005348238628357649, -0.0024724057875573635, -0.019276322796940804, 0.017520364373922348, -0.07081163674592972, 0.05164507403969765, -0.012092086486518383, 0.021055307239294052, -0.03844786062836647, 0.00003952360202674754, -0.0556563138961792, 0.004435702692717314, 0.006133102811872959, 0.0003893046814482659, -0.07442712783813477, 0.03166455402970314, -0.021731721237301826, 0.013196226209402084, -0.03633806109428406, 0.04934341460466385, 0.029107149690389633, -0.07161256670951843, -0.004106225911527872, -0.042043156921863556, 0.004628173541277647, -0.017525946721434593, 0.00599858770146966, 0.02383934147655964, 0.026214268058538437, -0.028300411999225616, -0.00027163574122823775, 0.029501765966415405, -0.049209367483854294, -0.0025959506165236235, -0.00740736722946167, 0.006641412619501352, 0.01163672748953104, -0.008940566331148148, 0.0004986889543943107, -0.03817639499902725, -0.004488717764616013, 0.06135649234056473, 0.013758542947471142, 0.033001311123371124, -0.01208224706351757, 0.002619396895170212, 0.004113547969609499, 0.032757364213466644, -0.022849615663290024, -0.053191617131233215, -0.008011043071746826, -0.017962753772735596, -0.06484509259462357, 0.06923883408308029, 0.0143348453566432, -0.06045687943696976, 0.020796697586774826, 0.03889143094420433, 0.0030183368362486362, 0.007759077474474907, 0.04606235772371292, 0.01125615555793047, -0.010078534483909607, -0.013374695554375648, -0.02273513562977314, -0.02756134234368801, -0.0005157447885721922, -0.012444443069398403, -0.07163141667842865, -0.021748177707195282, -0.023360805585980415, -0.01458598580211401, 0.003710096934810281, 0.0031989156268537045, -0.048950765281915665, 0.0276106558740139, -0.02894478850066662, 0.010300073772668839, -0.04515563324093819, 0.06874527037143707, -0.0011955955997109413, -0.05585360527038574, -0.005379125010222197, 0.012592645362019539, 0.042463790625333786, 0.009276933036744595, -0.04212329164147377, 0.06447258591651917, 0.011538414284586906, 0.01235981471836567, -0.014482473023235798, 0.057663582265377045, -0.019826732575893402, -0.05334503948688507, 0.0038884365931153297, 0.046077411621809006, -0.04653413966298103, -0.010338282212615013, 0.00026097786030732095, -0.05069573223590851, 0.012449413537979126, 0.002309333300217986, 0.041622593998909, 0.034294791519641876, 0.01268204115331173, -0.0598120391368866, 0.013822043314576149, 0.010327141731977463, 0.04289982467889786, -0.011794674210250378, 0.010343707166612148, -0.028722230345010757, -0.04177776724100113, -0.018908238038420677, -0.01721307635307312, 0.03467349335551262, 0.011443893425166607, -0.05460693687200546, 0.028475116938352585, 0.08701858669519424, 0.05300738662481308, 0.008044146001338959, 0.0001322582975262776, 0.04036666080355644, 0.025965480133891106, 0.01998281665146351, 0.008273480460047722, 0.030683133751153946, 0.028351154178380966, -0.008202426135540009, -0.007168109528720379, 0.05626250058412552, 0.010946719907224178, -0.01093642134219408, -0.07751471549272537, -0.06212637573480606, 0.055216047912836075, -0.05230843648314476, -0.045003436505794525, 0.043981246650218964, 0.08837251365184784, 0.024545032531023026, 0.044928863644599915, -0.006067552138119936, -0.08437243103981018, 0.00395234627649188, 0.018853699788451195, 0.021888792514801025, 0.03864370286464691, -0.026014098897576332, 0.06014155223965645, 0.031064044684171677, 0.009576325304806232, 0.06673857569694519, -0.07517272979021072, -0.0820353701710701, -0.016345035284757614, -0.036269884556531906, 0.03408623859286308, -0.00721234455704689, 0.023024296388030052, 0.07556112855672836, 0.0009297281503677368, 0.05934722721576691, 0.013515410013496876, 0.015542556531727314, 0.005483135115355253, -0.038097016513347626, -0.01782948337495327, 0.044155798852443695, 0.0372283011674881, 0.007880832999944687, -0.03328678011894226, 0.0051131523214280605, 0.00047070413711480796, -0.016714440658688545, 0.04866189509630203, -0.02753295749425888, 0.019460653886198997, -0.013978983275592327, 0.05176009237766266, -0.02258715219795704, 0.02227487415075302, -0.04646534100174904, 0.018820766359567642, 0.03278589993715286, -0.022763220593333244, 0.01646464876830578, 0.000922983163036406, 0.12254584580659866, 0.0630946159362793, -0.04290046915411949, -0.044873833656311035, 0.009934122674167156, 0.017710698768496513, -0.022211069241166115, 0.005548411048948765, -0.023418618366122246, 0.01397557370364666, 0.025868961587548256, -0.05987265706062317, -0.045234229415655136, 0.025497250258922577, -0.026816226541996002, 0.014390145428478718, 0.04015762358903885, -0.03582201898097992, 0.05161038413643837, -0.00044587382581084967, 0.01226865965873003, -0.013049486093223095, -0.023906245827674866, -0.06425049901008606, 0.0013906784588471055, -0.010111349634826183, -0.005640821997076273, 0.0471198670566082, -0.004188543185591698, -0.0087890001013875, -0.04095042496919632, -0.034585632383823395, 0.020334504544734955, 0.02395494654774666, 0.07082096487283707, -0.00934249721467495, 0.08516481518745422, -0.005064519587904215, 0.03690654784440994, 0.0003554522409103811, -0.040560781955718994, -0.03702205419540405, -0.041008394211530685, 0.009227407164871693, 0.026346491649746895, 0.014398153871297836, 0.014006906189024448, 0.007173548918217421, 0.002937379525974393, 0.003655944485217333, -0.015361111611127853, 0.022161763161420822, -0.0037335241213440895, -0.007452564314007759, -0.022875329479575157, -0.04663287103176117, 0.05638372525572777, -0.04577777907252312, -0.023818567395210266, -0.006489893421530724, -0.07356162369251251, 0.04640128090977669, -0.07359933108091354, -0.047169849276542664, 0.008995866402983665, 0.019642142578959465, 0.027991238981485367, 0.004032271448522806, 0.02050231210887432, 0.06612131744623184, 0.00802245456725359, -0.0005210006493143737, -0.021086933091282845, -0.030718086287379265, 0.042372893542051315, -0.01294991746544838, 0.010708223097026348, 0.03155655413866043, 0.006659862119704485, 0.001785714877769351, -0.059056445956230164, 0.03361281007528305, -0.011316845193505287, -0.2909454107284546, 0.011351511813700199, 0.007573876529932022, -0.046175695955753326, 0.010346978902816772, -0.013692792505025864, 0.005442784167826176, -0.051184993237257004, -0.03586326166987419, 0.007443058770149946, -0.030451485887169838, -0.06716852635145187, -0.009452538564801216, 0.03701023757457733, 0.0008624283946119249, 0.02969548851251602, 0.050185464322566986, -0.03438880667090416, -0.008306401781737804, 0.0455157607793808, -0.026262814179062843, -0.07600471377372742, 0.002108860993757844, 0.04229387268424034, 0.032084424048662186, 0.05651291087269783, -0.08338798582553864, 0.014111418277025223, -0.05443545803427696, 0.01250592339783907, 0.02072119526565075, 0.014784310944378376, -0.02077542431652546, -0.016524234786629677, -0.007107308600097895, -0.01910739578306675, 0.04704669490456581, 0.0055868858471512794, 0.001562531921081245, 0.00006954954733373597, -0.015242205932736397, -0.02446007914841175, -0.005102208815515041, 0.02426770143210888, 0.07449887692928314, -0.004519863985478878, -0.08372754603624344, 0.0024729513097554445, -0.03697977960109711, 0.06805932521820068, -0.03696586936712265, -0.03079753927886486, -0.0008699502795934677, 0.04246700927615166, -0.012498408555984497, -0.014381787739694118, -0.00482183275744319, -0.03560226410627365, -0.05358119308948517, -0.023260783404111862, -0.010940594598650932, -0.0234486423432827, -0.007579131983220577, -0.03703957423567772, -0.0013837646692991257, -0.04056346043944359, -0.07170817255973816, -0.010413418523967266, 0.0824795737862587, 0.02542889304459095, -0.035387031733989716, 0.04046174883842468, -0.007272840477526188, -0.10808408260345459, 0.016709022223949432, -0.0017129505285993218, 0.013596129603683949, -0.003388849087059498, 0.02612685225903988, 0.03636515513062477, -0.01567157916724682, -0.07863610237836838, 0.00874596182256937, 0.02200755849480629, 0.016504528000950813, -0.020084450021386147, 0.037182606756687164, 0.014106142334640026, -0.02590062841773033, 0.0038294875994324684, 0.07672528177499771, -0.0048996517434716225, -0.03285108879208565, -0.022958975285291672, 0.020562680438160896, -0.0008243418415077031, 0.01888112910091877, -0.012830864638090134, 0.0014807585394009948, 0.036568764597177505, -0.007265676744282246, -0.059928689152002335, 0.0272356066852808, -0.021336078643798828, 0.003010776126757264, -0.012975248508155346, -0.04232599958777428, 0.006279051769524813, 0.024794382974505424, 0.01539550069719553, -0.004810170270502567, -0.02076006308197975, 0.007434923201799393, -0.04725505784153938, -0.055830370634794235, -0.02384328283369541, 0.006549071986228228, 0.04615899547934532, -0.009141079150140285, -0.029713448137044907, -0.02795393578708172, 0.004633441101759672, -0.004046868532896042, -0.009027459658682346, -0.06856577098369598, -0.01666855625808239, -0.011765984818339348, -0.0032901649829000235, 0.023484334349632263, 0.011535178869962692, -0.006552965845912695, 0.027476536110043526, 0.006663414649665356, -0.031114725396037102, 0.009029383771121502, -0.008889074437320232, -0.05188341438770294, -0.02034686505794525, 0.0016579910879954696, -0.002927913563326001, 0.023465784266591072, 0.022420620545744896, 0.018065975978970528, 0.01352881919592619, 0.046571146696805954, 0.015470707789063454, 0.03009011037647724, -0.005610823631286621, 0.04820393770933151, 0.0017182978335767984, 0.0012364051071926951, -0.0772455632686615, 0.02216104418039322, -0.05143997073173523, -0.015029771253466606, -0.027276966720819473, 0.050239406526088715, -0.02492085099220276, -0.023989325389266014, -0.01382367592304945, 0.004599509295076132, -0.05326111242175102, -0.03794083371758461, -0.015017208643257618, 0.03424820676445961, 0.05877373367547989, -0.026562171056866646, 0.03642532601952553, -0.014169695787131786, -0.016980299726128578, 0.022714266553521156, 0.02807016670703888, -0.04113424941897392, 0.001645885407924652, 0.016277659684419632, -0.008588924072682858, -0.021410804241895676, 0.0017535267397761345, 0.052532460540533066, 0.02790375053882599, 0.002930196700617671, -0.026411715894937515, 0.009668933227658272, 0.0009820630075410008, 0.05658772587776184, 0.013457021676003933, -0.012538949027657509, 0.015253113582730293, -0.016123242676258087, -0.02596976049244404, -0.028356799855828285, -0.018758462741971016, 0.011648680083453655, 0.02405395731329918, -0.03127690404653549, -0.07191485166549683, 0.08037026226520538, 0.016077283769845963, 0.00816681981086731, 0.014035653322935104, 0.008033898659050465, -0.009181779809296131, -0.02814178727567196, 0.038849133998155594, 0.03903248906135559, -0.06976225227117538, 0.006742475088685751, -0.006152970716357231, 0.02011539414525032, 0.02182701788842678, 0.008665424771606922, -0.04350912943482399, -0.023710407316684723, -0.04634217917919159, 0.0006243978859856725, -0.06405510008335114, -0.018078239634633064, -0.021091900765895844, 0.014938284642994404, -0.0021045166067779064, 0.012414941564202309, -0.007388156373053789, -0.020750582218170166, 0.01189728919416666, -0.03040398843586445, 0.018001064658164978, -0.029574856162071228, 0.005486776586622, 0.0032095599453896284, -0.05821385234594345, 0.005040034651756287, -0.025075796991586685, -0.012023748829960823, 0.026248862966895103, -0.030562816187739372, 0.01136158686131239, -0.0312812402844429, 0.006001422181725502, 0.0006717968499287963, 0.051898304373025894, -0.002013936173170805, -0.023754321038722992, -0.03932526335120201, 0.007381630130112171, -0.033123090863227844, 0.032463811337947845, -0.021830478683114052, -0.002388471271842718, 0.020484471693634987, 0.06380573660135269, 0.0154619375243783, 0.041274961084127426, -0.009744320064783096, -0.0007555464399047196, 0.04894615709781647, -0.08450756967067719, -0.015887053683400154, -0.04054728150367737, -0.06280666589736938, -0.004768664948642254, 0.00395945506170392, 0.03678985312581062, -0.008049087598919868, 0.035973694175481796, 0.04505564272403717, 0.041382499039173126, 0.01755625382065773, -0.00022872582485433668, 0.033439211547374725, -0.054741181433200836, 0.006852279882878065, -0.06702039390802383, 0.013149465434253216, 0.04449792206287384, 0.013651560992002487, -0.021029571071267128, 0.006706867832690477, -0.048696134239435196, 0.05172402411699295, -0.07053148746490479, -0.02952764928340912, 0.03316289186477661, -0.0004454021109268069, -0.029609940946102142, 0.007638649083673954, -0.08042169362306595, 0.009633228182792664, 0.040833719074726105, -0.040743064135313034, -0.022140735760331154, -0.024667711928486824, 0.04532691091299057, -0.004837369080632925, 0.03705045208334923, -0.049449622631073, -0.012731393799185753, 0.07204359769821167, 0.0013915665913373232, -0.0019543496891856194, 0.046013448387384415, 0.0034368284977972507, 0.046087492257356644, 0.03046414814889431, 0.004274244885891676, 0.013659014366567135, 0.007578693330287933, -0.018391111865639687, -0.08424627780914307, 0.03277201950550079, 0.011971093714237213, -0.020239612087607384, -0.04399661347270012, 0.04954389110207558, 0.029884234070777893, -0.02027381770312786, -0.04425858333706856, 0.012681517750024796, -0.056189458817243576, -0.009697891771793365, -0.013968736864626408, -0.012602891772985458, -0.03872816264629364, 0.04921563342213631, 0.008334330283105373, 0.016045531257987022, 0.06358061730861664, 0.002346418099477887, -0.031953804194927216, -0.011656004004180431, 0.09293881803750992, 0.08663838356733322, 0.055133383721113205, 0.003743953537195921, 0.06760137528181076, -0.018199585378170013, -0.052132464945316315, 0.019313616678118706, -0.004400829318910837, -0.004279592074453831, -0.018574923276901245, 0.005942770279943943, 0.05387847498059273, -0.024505455046892166, 0.07301492244005203, -0.019878888502717018, -0.019551746547222137, -0.009036273695528507, 0.00009826476161833853, 0.03278924152255058, 0.0715436264872551, 0.005400191526859999, 0.02334284782409668, -0.01568371057510376, -0.04630623757839203, 0.019053921103477478, -0.030063919723033905, -0.024547765031456947, 0.02998681738972664, -0.011997217312455177, 0.025229012593626976, 0.003937286324799061, 0.029315495863556862, 0.08886895328760147, -0.04984612762928009, 0.00968521274626255, -0.008897906169295311, 0.0024019437842071056, 0.015521188266575336, 0.021066781133413315, -0.0006187422550283372, -0.025714779272675514, -0.016329873353242874, -0.025294510647654533, -0.016395553946495056, -0.020926544442772865, -0.02638828009366989, 0.06253349781036377, -0.022155942395329475, -0.016905229538679123, 0.029092000797390938, -0.0060378024354577065, -0.034823376685380936, -0.06851894408464432, -0.03469986841082573, -0.02450529858469963, -0.0633668527007103, -0.02455294318497181, 0.028053205460309982, -0.008835929445922375, -0.04096079245209694, -0.022788695991039276, -0.01018740888684988, -0.017604706808924675, 0.0634651929140091, -0.06685010343790054, -0.023433731868863106, 0.01559758372604847, 0.0013372573303058743, 0.028235796838998795, 0.03285301849246025, 0.04917887970805168, 0.0002972921065520495, -0.01296273060142994, -0.023217983543872833, 0.02064036764204502, 0.021758096292614937, 0.014679748564958572, 0.01195138692855835, -0.09299956262111664, 0.017794378101825714, 0.022266753017902374, -0.02578136883676052, -0.06844986975193024, 0.025273792445659637, 0.01632401905953884, 0.005735579412430525, 0.039449743926525116, -0.004989106673747301, 0.003981988877058029, -0.04129410162568092, -0.015623011626303196, -0.0011979470727965236, 0.01148079615086317, 0.03438246622681618, -0.01558027882128954, 0.08260563760995865, 0.040475860238075256, -0.01358794141560793, -0.05014326050877571, -0.003242975100874901, -0.0009464019094593823, -0.0009546573855914176, -0.018442334607243538, -0.045783013105392456, -0.03818586841225624, -0.0683216005563736, -0.03366362303495407, 0.022916099056601524, -0.02228519879281521, -0.025509130209684372, 0.01768413744866848, 0.0282882172614336, -0.021162906661629677, 0.025372842326760292, -0.0573476105928421, 0.016596155241131783, 0.00027851195773109794, -0.002234604675322771, -0.019278520718216896, 0.0184024665504694, 0.005075392778962851, 0.018371017649769783, 0.02751600556075573, -0.045372020453214645, 0.00010754426330095157, -0.009457118809223175, 0.027693182229995728, 0.017145317047834396, 0.025167835876345634, -0.000548277166672051 ]
[ -0.08070307970046997, -0.023297350853681564, -0.03700452670454979, -0.0365011990070343, 0.038745298981666565, -0.01608338952064514, -0.05140049010515213, 0.03819861263036728, -0.0029637122061103582, -0.008693832904100418, -0.0056616212241351604, -0.00230080122128129, 0.0009352065389975905, -0.017889386042952538, 0.09539341926574707, 0.027491295710206032, -0.015309602953493595, -0.07948766648769379, 0.021658819168806076, 0.04764532670378685, 0.028571870177984238, -0.049788594245910645, -0.039365194737911224, -0.01302904449403286, -0.01644587516784668, 0.0005588854546658695, 0.035274818539619446, -0.013760734349489212, 0.03018023632466793, -0.19426116347312927, -0.01853715442121029, 0.020600633695721626, 0.025659825652837753, 0.0021129921078681946, 0.016795413568615913, 0.05882267281413078, 0.006723600905388594, 0.0023879832588136196, 0.003206156427040696, 0.04181357100605965, 0.010507664643228054, -0.002811519196256995, -0.04188990965485573, -0.043717704713344574, 0.04488277807831764, -0.02269306778907776, 0.015767814591526985, -0.0430489145219326, -0.041940949857234955, 0.004696303512901068, -0.036989375948905945, -0.012797382660210133, -0.030688947066664696, -0.033323004841804504, -0.02999042719602585, 0.03840639069676399, 0.04002036899328232, 0.07384036481380463, 0.0007900286000221968, 0.02235817164182663, 0.03595975413918495, -0.011344265192747116, -0.1354653686285019, 0.1002902090549469, 0.02561614103615284, 0.0744442492723465, -0.03434343263506889, -0.038371771574020386, -0.04074714705348015, 0.07834798097610474, 0.026118118315935135, -0.02371181547641754, -0.017298653721809387, 0.005167706869542599, 0.009455511346459389, 0.0018438706174492836, 0.02114368975162506, 0.02175663225352764, 0.013761253096163273, -0.037553317844867706, -0.00855348352342844, 0.017871595919132233, -0.04083197936415672, -0.005612166132777929, -0.03884963318705559, 0.02069590799510479, 0.0006922766333445907, 0.05242760851979256, 0.032611578702926636, 0.02708050236105919, 0.04155846685171127, -0.018943946808576584, 0.04361956939101219, -0.006986703258007765, -0.06682061403989792, 0.003105276497080922, -0.004802895709872246, -0.013947181403636932, -0.0377701073884964, 0.45644065737724304, 0.01953577809035778, 0.006452321074903011, 0.0657331645488739, 0.0001942805538419634, 0.0144853126257658, 0.003088831203058362, 0.005541735794395208, -0.047219179570674896, 0.0652541071176529, -0.013825067318975925, 0.011850542388856411, 0.017787611111998558, 0.0439387708902359, -0.048040568828582764, -0.00285379309207201, -0.01087335404008627, -0.0008481654804199934, 0.009029246866703033, 0.008313755504786968, -0.03240596503019333, -0.011129849590361118, 0.01211228221654892, 0.04459725692868233, 0.008433631621301174, -0.017901191487908363, -0.019259106367826462, 0.02365807816386223, 0.05281565710902214, 0.014846825040876865, 0.035894207656383514, 0.035241443663835526, -0.055711425840854645, -0.05713418126106262, 0.0006107673398219049, 0.024132413789629936, 0.00863600429147482, 0.025969499722123146, -0.023638809099793434, -0.003502252511680126, 0.05943635478615761, -0.03241671621799469, -0.0023562617134302855, 0.002557802479714155, -0.01046506967395544, -0.041190627962350845, 0.09214414656162262, 0.04135037958621979, -0.023426828905940056, -0.012735001742839813, 0.003209473332390189, 0.01412027608603239, 0.03410867601633072, 0.0029868236742913723, -0.07810045033693314, 0.0207708477973938, 0.030836310237646103, 0.09925328940153122, 0.0023638892453163862, -0.0666433796286583, -0.03587295860052109, 0.020231379196047783, -0.022858362644910812, -0.051227498799562454, 0.08938676863908768, 0.03849049657583237, -0.14616897702217102, -0.027574965730309486, 0.0026693071704357862, 0.027930835261940956, -0.0590415820479393, -0.03086003288626671, 0.014651590958237648, -0.02869541011750698, -0.010661318898200989, 0.07031449675559998, -0.045501552522182465, -0.061260972172021866, -0.0026512707117944956, 0.04886207729578018, 0.01865488290786743, -0.001058533089235425, -0.002507247030735016, -0.03086370974779129, 0.011011100374162197, -0.049998778849840164, -0.09471946954727173, -0.026926927268505096, -0.0007767006172798574, -0.032391130924224854, -0.0002482914715074003, -0.012826617807149887, -0.02543565258383751, -0.08990716934204102, 0.0929955244064331, -0.020039884373545647, -0.023783506825566292, 0.00816729199141264, -0.00001146165141108213, -0.023086437955498695, -0.01410993654280901, -0.04323248937726021, 0.0307803675532341, -0.04044927656650543, 0.00644867867231369, -0.061403267085552216, 0.05179689824581146, 0.04010394960641861, -0.018344733864068985, 0.0705365240573883, 0.03950556740164757, -0.05643586441874504, -0.013500818982720375, -0.0004576836945489049, -0.005301408935338259, 0.009553546085953712, 0.00015538252773694694, 0.03547333925962448, 0.022433394566178322, -0.016397083178162575, 0.012996172532439232, -0.022968582808971405, 0.012895014137029648, -0.03791124373674393, -0.35374847054481506, -0.03438153490424156, -0.06239166855812073, -0.012039529159665108, 0.008463175967335701, -0.04246337339282036, 0.03689277917146683, 0.00650481041520834, -0.014546265825629234, 0.018179848790168762, 0.058202922344207764, -0.019177397713065147, -0.00213532499037683, -0.06999656558036804, -0.028111400082707405, -0.009839903563261032, -0.0029262034222483635, -0.03221336379647255, -0.05156109482049942, -0.006463299971073866, -0.00621794955804944, -0.021749194711446762, 0.0016944848466664553, -0.08771064877510071, 0.005993738304823637, -0.03420251980423927, 0.09376629441976547, -0.017388813197612762, 0.07640236616134644, -0.029893945902585983, 0.0685843825340271, 0.016810284927487373, 0.010008138604462147, -0.09925447404384613, 0.019580086693167686, -0.012023179791867733, 0.032854244112968445, 0.014245755970478058, 0.010333193466067314, -0.017828287556767464, -0.049226727336645126, 0.010139543563127518, -0.03478296101093292, -0.06273680180311203, -0.027460768818855286, 0.021697551012039185, -0.025846434757113457, -0.01718953065574169, -0.029145535081624985, 0.09702453762292862, -0.004778767004609108, 0.006347608286887407, 0.02423122711479664, 0.05397813394665718, -0.031513772904872894, -0.016990667209029198, -0.05772853642702103, 0.01477978564798832, 0.029687589034438133, 0.027841946110129356, 0.02031906321644783, 0.042084768414497375, 0.035992249846458435, -0.05637522041797638, 0.021595435217022896, -0.022667761892080307, 0.019917836412787437, 0.000416490831412375, 0.08085348457098007, -0.051198605448007584, -0.03420756384730339, 0.08237099647521973, -0.006736751180142164, -0.005552862770855427, 0.025317462161183357, 0.0012326209107413888, -0.029645806178450584, 0.021180370822548866, 0.01422407478094101, 0.017023557797074318, 0.025589369237422943, -0.0019193397602066398, 0.03378864750266075, -0.02664833702147007, 0.011013181880116463, 0.04567692056298256, -0.011102811433374882, -0.053460124880075455, 0.025050032883882523, -0.00042315199971199036, -0.04192301630973816, -0.006073129363358021, -0.0350671112537384, -0.06421330571174622, 0.061667099595069885, -0.014165381900966167, -0.2464621514081955, 0.019626498222351074, 0.07742621004581451, 0.07369092106819153, 0.010311982594430447, 0.058359939604997635, 0.024565495550632477, -0.020274460315704346, 0.03517400845885277, 0.024771958589553833, 0.040165308862924576, 0.01773364096879959, -0.008722104132175446, -0.012416931800544262, 0.04026145860552788, -0.007963358424603939, 0.020921511575579643, -0.007229520473629236, 0.006863162852823734, -0.010649577714502811, -0.0028183460235595703, -0.008763212710618973, 0.16035467386245728, 0.012165668420493603, 0.035825736820697784, -0.007381868083029985, -0.025116832926869392, -0.006585428491234779, 0.03572725132107735, 0.028459856286644936, 0.008158446289598942, 0.009662835858762264, 0.04239249601960182, 0.018297962844371796, 0.0034470960963517427, -0.06704720109701157, -0.03736359253525734, 0.027547499164938927, 0.004413161892443895, 0.0022243589628487825, 0.030226534232497215, -0.0002798156638164073, -0.01916165091097355, 0.062493473291397095, 0.04344610497355461, 0.03037279099225998, 0.01076081395149231, -0.031628165394067764, -0.03452553227543831, -0.01527433656156063, -0.04284784197807312, -0.056372709572315216, 0.0160424392670393, -0.015128145925700665, 0.0026047704741358757, 0.06257683038711548, 0.02837624028325081, -0.021299609914422035, -0.003220840822905302, 0.008657032623887062, -0.006850931793451309, -0.013228284195065498, 0.07130919396877289, 0.0244224201887846, 0.036670807749032974 ]
[ 0.003659481881186366, -0.002682669786736369, 0.001144853187724948, 0.02312440425157547, -0.004000985994935036, -0.0046850694343447685, -0.0023046776186674833, 0.034629881381988525, -0.011730463244020939, 0.0011921738041564822, 0.006460039876401424, 0.016459641978144646, 0.0014693127013742924, -0.01807505264878273, 0.014671027660369873, -0.0023206728510558605, 0.024272236973047256, 0.023565158247947693, 0.004090867005288601, -0.014102675020694733, -0.02051430568099022, 0.018210789188742638, -0.02173459157347679, 0.014169673435389996, -0.02544432319700718, 0.01908622868359089, -0.014460144564509392, 0.017722513526678085, 0.04195292666554451, -0.1461884081363678, -0.014352772384881973, -0.012134701013565063, -0.011899968609213829, 0.013207707554101944, 0.034531716257333755, 0.018941344693303108, 0.02232472039759159, -0.002085715066641569, -0.01309177279472351, -0.05442781001329422, 0.03304688259959221, -0.035434458404779434, 0.03404079005122185, -0.013510285876691341, -0.0001240350684383884, 0.011989299207925797, -0.032193686813116074, -0.036113858222961426, -0.022990962490439415, -0.06294701248407364, -0.015925602987408638, -0.03936496004462242, 0.015428083948791027, -0.006341376807540655, -0.022532140836119652, 0.011113139800727367, -0.013435205444693565, 0.018257660791277885, 0.005439347121864557, 0.002144899917766452, -0.024351710453629494, -0.019145555794239044, -0.002795975189656019, -0.018184179440140724, 0.011008689180016518, -0.015368488617241383, -0.019554967060685158, 0.013405265286564827, -0.016478335484862328, 0.002588622272014618, -0.022855931892991066, 0.019783930853009224, -0.05406085029244423, -0.01393414568156004, -0.004073622170835733, 0.025100884959101677, -0.0008942751446738839, 0.005638960283249617, 0.002938817488029599, -0.02945595793426037, -0.016723116859793663, 0.009311994537711143, -0.015246179886162281, -0.004859844222664833, 0.0033488781191408634, -0.007534217555075884, 0.0018284860998392105, 0.030432937666773796, 0.01387278363108635, 0.01842568814754486, -0.02344963513314724, 0.02394399419426918, 0.013950797729194164, -0.000812784128356725, -0.0767861157655716, -0.018715523183345795, 0.00571780139580369, -0.028726818040013313, 0.009734109044075012, 0.8511297702789307, 0.028784459456801414, 0.03283468633890152, 0.023093415424227715, 0.05257251486182213, 0.002100733807310462, -0.008752469904720783, 0.008324608206748962, 0.06163927912712097, 0.012553553096950054, -0.02283523790538311, 0.019049473106861115, 0.027789775282144547, 0.018344078212976456, -0.02006434090435505, 0.021105945110321045, -0.0008504056604579091, -0.03028872236609459, 0.0211807768791914, -0.02395591512322426, -0.006199117749929428, -0.002154314424842596, -0.021685009822249413, -0.017616556957364082, -0.0352267362177372, 0.018037093803286552, -0.1471203714609146, -0.009537613950669765, -7.357275143738722e-33, 0.05152394250035286, 0.021554626524448395, 0.018543707206845284, -0.032087165862321854, 0.005960126407444477, 0.005324931815266609, 0.02177249826490879, 0.008857624605298042, -0.0013173515908420086, -0.03379280865192413, 0.007274914998561144, -0.02430538274347782, 0.0009523708722554147, -0.039017993956804276, 0.04430830106139183, -0.02861529402434826, -0.02467893809080124, 0.034901075065135956, 0.004027490504086018, -0.013975396752357483, 0.00971701368689537, 0.019392795860767365, -0.01331278495490551, -0.014613107778131962, 0.05140037089586258, 0.018259894102811813, 0.017604835331439972, 0.02341509610414505, -0.023337535560131073, -0.04187506437301636, -0.04724089428782463, 0.01567867398262024, -0.009045872837305069, 0.01141385082155466, 0.009541324339807034, -0.03488759696483612, -0.03460767865180969, -0.016184674575924873, -0.004564790986478329, -0.05329404026269913, -0.009356451220810413, -0.01971381902694702, -0.05470411479473114, -0.020781323313713074, -0.04998863488435745, 0.021907661110162735, 0.029533127322793007, 0.016124302521348, 0.004587475676089525, -0.0060714129358530045, 0.02952210232615471, 0.009220420382916927, -0.03399074077606201, -0.018923940137028694, 0.007989305071532726, 0.010103450156748295, -0.002582124201580882, -0.0338786356151104, 0.005964222829788923, -0.005022859200835228, 0.0398029200732708, 0.019609492272138596, -0.023270372301340103, 0.02937987633049488, -0.013456681743264198, 0.007823671214282513, 0.03099842183291912, 0.00302830315195024, -0.014394485391676426, 0.03228680416941643, -0.025794044137001038, 0.03417317196726799, -0.006153313908725977, -0.023068683221936226, 0.046871643513441086, -0.011493511497974396, 0.006007330026477575, 0.010019617155194283, -0.007269661407917738, 0.019683681428432465, -0.020062554627656937, -0.011154632084071636, -0.014039451256394386, -0.01073995791375637, -0.0060202740132808685, -0.021596623584628105, 0.020921342074871063, 0.013915455900132656, -0.006265230942517519, -0.017837680876255035, 0.04011690616607666, -0.02829817123711109, -0.019074881449341774, 0.00584468524903059, -0.025312380865216255, 7.689965758960353e-33, -0.013743055053055286, 0.010062115266919136, 0.020894629880785942, 0.010039023123681545, -0.012813467532396317, -0.03685322776436806, 0.013139229267835617, 0.024489877745509148, -0.042950477451086044, 0.02981526590883732, -0.027745116502046585, 0.008758298121392727, -0.05007346346974373, -0.0006980933831073344, 0.028143469244241714, -0.038151029497385025, 0.01764008216559887, -0.05808331444859505, 0.05718062072992325, 0.04760501906275749, 0.055881042033433914, 0.00016884380602277815, -0.00154885184019804, 0.0002217299770563841, 0.02214764803647995, 0.06120701879262924, 0.01383866649121046, -0.0008039485546760261, -0.010995972901582718, -0.001963103422895074, 0.026651807129383087, -0.04350115358829498, 0.019330687820911407, -0.03748322278261185, -0.020619848743081093, -0.005868241190910339, 0.0012606356758624315, -0.02128656394779682, -0.0009884199826046824, 0.002831529127433896, -0.007540120277553797, 0.00951324962079525, -0.007620243355631828, 0.05044056475162506, 0.011663024313747883, -0.007861222140491009, 0.0038898892235010862, 0.0008108019828796387, -0.010054484941065311, 0.007670232560485601, 0.013243834488093853, 0.016031809151172638, 0.01683671399950981, 0.009512913413345814, -0.03468389809131622, -0.027235066518187523, -0.004550813231617212, 0.014722420834004879, -0.008426858112215996, -0.00837470218539238, -0.03011299856007099, 0.007603090722113848, -0.04635315760970116, 0.007018264848738909, -0.03766241297125816, 0.014249920845031738, 0.012398241087794304, 0.022332023829221725, -0.026464149355888367, -0.02873818762600422, -0.021191658452153206, -0.015784183517098427, 0.027663208544254303, 0.040902961045503616, -0.00022127055854070932, -0.0421413779258728, -0.034680698066949844, 0.02883007749915123, 0.01994972676038742, 0.020231908187270164, 0.023081399500370026, 0.00647989846765995, 0.02563837729394436, -0.02826833538711071, -0.002136760391294956, 0.02111910656094551, -0.03748004138469696, 0.04313426837325096, -0.021433450281620026, 0.01008082926273346, -0.011636595241725445, -0.00881141610443592, 0.039959002286195755, 0.040332384407520294, -0.031045913696289062, -1.3095182715971987e-8, -0.014665655791759491, 0.01795778051018715, -0.006357491482049227, -0.0024832601193338633, 0.02862895280122757, -0.012752658687531948, 0.002513081533834338, 0.009559919126331806, 0.007532916963100433, 0.024021219462156296, 0.02077179215848446, -0.04797021672129631, -0.04976683855056763, 0.03996533900499344, 0.005169736221432686, -0.03906204551458359, -0.02095167152583599, -0.019205503165721893, 0.03833450376987457, 0.03446138650178909, 0.03581884503364563, 0.05114554241299629, 0.0014556724345311522, -0.0050405776128172874, 0.03710775822401047, -0.017813093960285187, 0.03598995506763458, -0.07491353154182434, 0.004174526780843735, -0.006906039547175169, -0.01038908027112484, -0.005910585168749094, -0.018570872023701668, 0.08020415157079697, -0.024447351694107056, -0.024227194488048553, 0.017192967236042023, -0.005189038347452879, 0.02689037099480629, 0.02011878974735737, -0.01165770459920168, 0.026645811274647713, -0.008835040032863617, -0.03163323923945427, -0.02241116389632225, 0.005346241872757673, -0.01454258244484663, -0.005594923160970211, 0.00034532786230556667, -0.027131615206599236, -0.0228081326931715, -0.002611766569316387, 0.013154813088476658, 0.04051489382982254, 0.023453006520867348, -0.005692698992788792, 0.027808034792542458, -0.00951076578348875, -0.03495900332927704, 0.006112487521022558, 0.03149211406707764, 0.007166508585214615, 0.0007765950285829604, 0.006475719623267651 ]
qcon-london-2009-rebuilding-guardiancouk-with-ddd-phil-wills
https://markhneedham.com/blog/2009/03/14/qcon-london-2009-rebuilding-guardiancouk-with-ddd-phil-wills
false
2009-03-14 01:28:04
QCon London 2009: DDD & BDD - Dan North
[ "qconlondon", "qcon", "infoq", "conferences" ]
[ "QCon" ]
The second presentation in the http://qconlondon.com/london-2009/tracks/show_track.jsp?trackOID=228[Domain Driven Design track] at http://qconlondon.com/london-2009/[QCon] was titled 'http://qconlondon.com/london-2009/presentation/BDD+%26+DDD[DDD & BDD]' and was presented by my colleague http://dannorth.net/[Dan North] - a late stand in for Greg Young who apparently injured himself playing ice hockey. Eric did http://www.infoq.com/interviews/Architecture-Eric-Evans-Interviews-Greg-Young[an interview with Greg at QCon San Francisco 2007] where Greg talks about some of his ideas and apparently there is an InfoQ video kicking around of Greg's 'Unshackle Your Domain' talk from QCon San Francisco 2008 which we were told to pester InfoQ to post on their website! Anyway this one was Dan's talk about the relation between Domain Driven Design and Behaviour Driven Development. The slides for the presentation are http://qconlondon.com/london-2009/file?path=/qcon-london-2009/slides/DanNorth_BDDDDD.pdf[here]. == What did I learn? * Dan briefly covered some of the Domain Driven Design basics, including quoting http://jimmynilsson.com/blog/[Jimmy Nilsson] on what it actually is: + ____ Focus on the domain and letting it affect the software very much ____ + A fairly succinct way of summing up the book in one sentence I think! * Dan described the *core domain* as being your differentiator (what makes you special), the thing the stakeholders care most about, *the place where the most interesting conversations are going to be*, the richest seams for knowledge crunching. I don't think I really understood what the core domain was before watching this presentation - it also helped me make sense of Eric Evans' comment in the http://www.markhneedham.com/blog/2009/03/13/qcon-london-2009-what-ive-learned-about-ddd-since-the-book-eric-evans/[previous talk] where he spoke of *not spreading the modeling too thin*, instead keep it focused on the areas that provide you most value. * He spoke of the *benefits of having a shared language* used by everyone on your team - you don't have the translation effort which is very tiring! Driving the language into everything has the added benefit of giving you a place to put behaviour, otherwise it ends up spread all over the place. Dan spoke of the *ubiquitous language only being consistent within a bounded context* - not really so ubiquitous after all! * Next up was the other side of the coin - http://behaviour-driven.org/[Behaviour Driven Development]. He described BDD as '*focusing on the behaviour of an application from the point of view of its stakeholders*', where the stakeholders are anyone who cares about the application. BDD is about outside-in development where requirements are expressed as stories which have acceptance criteria to help us know when we're 'done'. The acceptance criteria are comprised of scenarios made up of steps and these then become acceptance tests when they are completed. He also riffed a bit about http://sirenian.livejournal.com/42871.html[bug driven development] - outside in taken to the extreme. Dan made an interesting point that BDD is about a mindset rather than the tools and I think I agree there - I've not used the tools much but I try to consider the behaviour I'm trying to drive whenever I'm writing tests/examples. * For a while I've preferred to describe the way I write code as being driven by example rather than driven by tests but it is still referred to as TDD - Dan helped me to see how this makes sense. We *code by example to implement features but when those examples are done then they act as tests*. * Dan spoke of the '*Glaze Effect*' when speaking with domain experts i.e. when you talk using language from a domain they don't understand - probably using language that is too technical for them to care. * Dan said the first part of the book is effectively 'The Hobbit' but the really interesting stuff only comes in 'The Lord of the Rings' which is the second part. That's pretty much my experience as well - I gained way more from reading the second half than the first half. Dan pointed out that the ideas *around scaling DDD are applicable anywhere* - they're not specific just to DDD. * BDD is about conversations in the ubiquitous language to produce software while DDD is about exploring the domain models that stakeholders use. *Discovering these domain models can be valuable even if you don't end up writing any code*. * There is a circular dependency between BDD and DDD - *we can't have behaviour driven conversations without DDD and BDD helps structure the conversations you can have in DDD*. The structure that the Given, When, Then scenarios provide for having conversations was also identified as being a key part of how BDD can be useful. When it comes to coding, DDD helps drive the design and BDD helps drive what you develop.
null
null
[ 0.01620914414525032, 0.018379807472229004, 0.015447684563696384, 0.05775751918554306, 0.08460136502981186, -0.006187917664647102, 0.019368842244148254, 0.048548609018325806, 0.037157684564590454, -0.005735860206186771, -0.032355327159166336, -0.005067463032901287, -0.055660273879766464, 0.015291956253349781, -0.011320246383547783, 0.06362771987915039, 0.040229424834251404, -0.010667000897228718, 0.032214049249887466, 0.004287564195692539, 0.05132826790213585, 0.0636664405465126, 0.031352315098047256, 0.038255296647548676, 0.043638307601213455, 0.00806689728051424, 0.01465942244976759, 0.009357516653835773, -0.06280206143856049, -0.0012800070689991117, 0.04143955186009407, -0.004581529647111893, -0.0038394941948354244, 0.008760860189795494, 0.017974093556404114, 0.00857820175588131, -0.008799483068287373, -0.006148242391645908, -0.014197254553437233, 0.018975183367729187, -0.06734635680913925, 0.057179078459739685, -0.0254172645509243, 0.015756400302052498, -0.03599151596426964, 0.012413686141371727, -0.050130490213632584, 0.012352576479315758, 0.0036576634738594294, 0.004368514288216829, -0.0654696598649025, 0.030073286965489388, -0.016693051904439926, 0.017970914021134377, -0.03339409828186035, 0.03449280187487602, 0.02923690900206566, -0.06108608469367027, -0.006247490178793669, -0.04443591833114624, 0.0027300429064780474, -0.022656261920928955, 0.010166867636144161, 0.02686816081404686, 0.03552089259028435, -0.016300324350595474, -0.006613106466829777, 0.03045623190701008, -0.03782499209046364, 0.02118423394858837, -0.01682332344353199, 0.014269786886870861, 0.02284262143075466, -0.0017181492876261473, 0.0067863562144339085, -0.036573730409145355, 0.017652664333581924, 0.06460672616958618, 0.024957887828350067, 0.0218659695237875, -0.024287208914756775, 0.012486180290579796, -0.013027971610426903, 0.04510144889354706, -0.03489457815885544, -0.041293397545814514, -0.02394046261906624, -0.013253750279545784, -0.07346222549676895, 0.06267567723989487, -0.013037345372140408, -0.06055830419063568, 0.019109975546598434, 0.04495079442858696, 0.008276994340121746, 0.0019962056539952755, 0.04193181172013283, 0.010758019983768463, -0.025134127587080002, -0.028378378599882126, -0.014624071307480335, -0.020884964615106583, -0.018169201910495758, -0.009760494343936443, -0.06672762334346771, -0.01775224693119526, -0.031701140105724335, -0.008586212061345577, -0.003837847150862217, 0.009846372529864311, -0.03157055377960205, 0.01993194967508316, -0.015299653634428978, 0.002521845046430826, -0.048261601477861404, 0.0746089294552803, 0.001116797560825944, -0.056046370416879654, -0.003941382747143507, -0.00047886790707707405, 0.036159105598926544, 0.005299490410834551, -0.04339206591248512, 0.05873502045869827, 0.011128151789307594, -0.004189975559711456, -0.020652517676353455, 0.0522744357585907, -0.027494903653860092, -0.0594855360686779, -0.007184154354035854, 0.044077303260564804, -0.032200850546360016, -0.013034581206738949, -0.0045481957495212555, -0.049428340047597885, 0.016341673210263252, -0.0037922777701169252, 0.031689055263996124, 0.03651998192071915, 0.019131692126393318, -0.0533539280295372, 0.00561345973983407, -0.0013530722353607416, 0.04646631330251694, -0.017417708411812782, -0.0007056180038489401, -0.02585836686193943, -0.033540353178977966, -0.019407466053962708, -0.011816849000751972, 0.032755047082901, 0.006675101816654205, -0.059899184852838516, 0.0345030352473259, 0.08794505149126053, 0.07542676478624344, 0.008868019096553326, -0.006832555402070284, 0.030003471300005913, 0.033137597143650055, 0.018476132303476334, 0.007275715935975313, 0.03702279552817345, 0.014872102066874504, -0.01907779462635517, -0.02332344278693199, 0.05453425645828247, 0.014228683896362782, -0.013612180016934872, -0.06695542484521866, -0.04687507823109627, 0.054723549634218216, -0.027193637564778328, -0.046075448393821716, 0.04425324872136116, 0.08780862390995026, 0.0308692529797554, 0.032325077801942825, 0.0005676617147400975, -0.08435182273387909, 0.0030735828913748264, 0.03465970233082771, 0.028923137113451958, 0.033140845596790314, -0.0329117476940155, 0.06618238985538483, 0.033670298755168915, 0.0026963043492287397, 0.06750623136758804, -0.0733678862452507, -0.08938756585121155, -0.02264292538166046, -0.03299863636493683, 0.03295128419995308, -0.005130572710186243, 0.02492290362715721, 0.05954995006322861, 0.003915947396308184, 0.07538538426160812, 0.012662854976952076, 0.004050854593515396, 0.025409528985619545, -0.032914645969867706, -0.018932202830910683, 0.04132164269685745, 0.03198229894042015, -0.0027752812020480633, -0.03049417771399021, 0.0013395827263593674, 0.005258204415440559, -0.020474571734666824, 0.04473692551255226, -0.021090054884552956, 0.02370958775281906, -0.02828885428607464, 0.05731396749615669, -0.02263074368238449, 0.00927305594086647, -0.05170029401779175, 0.02808552235364914, 0.042071226984262466, -0.018349166959524155, 0.03527182340621948, 0.0036900194827467203, 0.12145644426345825, 0.052448026835918427, -0.050821952521800995, -0.03465500846505165, 0.017805559560656548, 0.0012112428667023778, -0.00996121671050787, 0.00537196546792984, -0.027713941410183907, 0.016797522082924843, 0.0014882272807881236, -0.05182453617453575, -0.038890015333890915, 0.03776947781443596, -0.039629314094781876, 0.01841803826391697, 0.03443527594208717, -0.01950765959918499, 0.05548478662967682, -0.014560029841959476, 0.01151993777602911, -0.00047279076534323394, -0.025285396724939346, -0.05216705799102783, -0.0025411187671124935, -0.001925378106534481, -0.018726088106632233, 0.04298308864235878, -0.00045643735211342573, -0.0008102571591734886, -0.04230407625436783, -0.01863328367471695, 0.010650387033820152, 0.03364267572760582, 0.06418649852275848, -0.012143018655478954, 0.07581081241369247, -0.008324465714395046, 0.03465115651488304, -0.005448490846902132, -0.04543376341462135, -0.0319589301943779, -0.04445284605026245, 0.0038275313563644886, 0.019783344119787216, 0.013132506981492043, 0.015191616490483284, -0.0017350100679323077, -0.003298858180642128, -0.0041856649331748486, -0.018826905637979507, 0.014105387032032013, 0.0013260338455438614, -0.0043611046858131886, -0.010391691699624062, -0.03458995744585991, 0.050528526306152344, -0.044160593301057816, -0.020298341289162636, -0.013430153951048851, -0.08351800590753555, 0.015031729824841022, -0.07719112932682037, -0.0362982340157032, 0.011211065575480461, 0.023125626146793365, 0.03044223226606846, 0.0021351478062570095, 0.02093297801911831, 0.04829319939017296, 0.02053721249103546, 0.007340643554925919, -0.021871285513043404, -0.038592953234910965, 0.0374891571700573, -0.008777483366429806, 0.011080143041908741, 0.03495064005255699, 0.007675291039049625, 0.015156387351453304, -0.05380842462182045, 0.04221385717391968, -0.03118699975311756, -0.28729286789894104, 0.012021834962069988, 0.02929861657321453, -0.031620051711797714, 0.013297119177877903, -0.01413598284125328, 0.002267624018713832, -0.056200966238975525, -0.02698255144059658, -0.01984052173793316, -0.034001316875219345, -0.07072336971759796, -0.013113548047840595, 0.022397039458155632, 0.014254718087613583, 0.024925101548433304, 0.029400859028100967, -0.03882230445742607, -0.0022444867063313723, 0.043804556131362915, -0.006558331660926342, -0.07689589262008667, -0.0007334407418966293, 0.022334164008498192, 0.03395770117640495, 0.05477629229426384, -0.08691324293613434, 0.016547515988349915, -0.05842500180006027, 0.007185129914432764, 0.022273113951086998, 0.011615743860602379, -0.013575677759945393, -0.009191900491714478, -0.018413368612527847, -0.012847209349274635, 0.06538426876068115, -0.006827907171100378, 0.001264291349798441, 0.006431092973798513, -0.0004340651212260127, -0.019182870164513588, 0.018823115155100822, 0.0175284743309021, 0.08153817802667618, 0.004491881001740694, -0.10245949774980545, -0.0001289885985897854, -0.030354533344507217, 0.05513894185423851, -0.029436543583869934, -0.00548896100372076, -0.018311304971575737, 0.05043641850352287, -0.02458379603922367, -0.015790065750479698, 0.008636103011667728, -0.040907107293605804, -0.04404040798544884, -0.02700137160718441, -0.004883602261543274, -0.024782098829746246, -0.009065275080502033, -0.053277309983968735, 0.014508438296616077, -0.04396018013358116, -0.0733719989657402, -0.008805092424154282, 0.07620537281036377, 0.020560625940561295, -0.02648264355957508, 0.029329169541597366, -0.004321625921875238, -0.10848090797662735, 0.004312795586884022, 0.00614815391600132, 0.006493899039924145, 0.0027647647075355053, 0.04883120581507683, 0.03582167252898216, -0.024256329983472824, -0.06060431897640228, 0.0030664480291306973, 0.03396281227469444, 0.02193540893495083, -0.027025993913412094, 0.03782965615391731, 0.025039823725819588, -0.019261138513684273, 0.007788677699863911, 0.0641932338476181, -0.017233943566679955, -0.0486028715968132, -0.04349854961037636, 0.018463173881173134, -0.010642115958034992, 0.017410626634955406, 0.008179506286978722, 0.011543754488229752, 0.031218545511364937, -0.01679839938879013, -0.058768149465322495, 0.013714268803596497, -0.02130764350295067, -0.006921704858541489, 0.001878553768619895, -0.03657208010554314, -0.006947754882276058, 0.027148209512233734, 0.02163211815059185, 0.0004060921201016754, -0.025691209360957146, -0.0026274945121258497, -0.04067978635430336, -0.04045449197292328, -0.02024955488741398, 0.012844294309616089, 0.05534008517861366, 0.00211518257856369, -0.03235659375786781, -0.05158163607120514, -0.0017452188767492771, -0.001203272957354784, 0.0017402139492332935, -0.050842996686697006, 0.0029873631428927183, -0.021671272814273834, -0.004532515536993742, 0.02419777773320675, 0.007473472505807877, -0.0028488372918218374, 0.014097136445343494, 0.016565073281526566, -0.03173278272151947, 0.02158249355852604, -0.006299728062003851, -0.05901859700679779, -0.0329136848449707, 0.014182476326823235, 0.006852408871054649, 0.019780734553933144, 0.045509494841098785, 0.028909383341670036, -0.004389113746583462, 0.04309559985995293, 0.02552906610071659, 0.015099691227078438, 0.007469886913895607, 0.041561949998140335, 0.0058785704895854, 0.002526218770071864, -0.05664031207561493, 0.01764492690563202, -0.04275665059685707, 0.0018110063392668962, -0.029171017929911613, 0.042037107050418854, -0.02575344406068325, -0.029201969504356384, -0.005106765776872635, 0.015470925718545914, -0.04113129898905754, -0.028976961970329285, -0.010768025182187557, 0.036853495985269547, 0.061931509524583817, -0.020641561597585678, 0.015921691432595253, -0.00908642914146185, -0.02278670109808445, 0.008861874230206013, 0.01619715988636017, -0.05300233140587807, 0.004395154770463705, 0.017548132687807083, -0.00014866713900119066, -0.026091456413269043, -0.014191215857863426, 0.044710662215948105, 0.026755427941679955, 0.007380570750683546, -0.027994215488433838, 0.003844690974801779, 0.027553880587220192, 0.0563526526093483, 0.015632841736078262, -0.02344583161175251, 0.023144802078604698, -0.020353728905320168, -0.022569360211491585, -0.0125817209482193, -0.010126478038728237, -0.000010546606063144282, 0.007864375598728657, -0.024005858227610588, -0.07426439970731735, 0.07765334844589233, 0.005230064038187265, 0.003460896899923682, 0.007365106604993343, 0.004423982463777065, -0.006433558184653521, -0.02806401252746582, 0.046887945383787155, 0.047390446066856384, -0.05943519249558449, 0.001544725033454597, -0.0034933106508105993, 0.008382750675082207, 0.01377012673765421, -0.005327931605279446, -0.04321564361453056, -0.02618972398340702, -0.04084644094109535, 0.012443694286048412, -0.06843317300081253, -0.02041090466082096, -0.015294115990400314, 0.009726280346512794, 0.019385632127523422, 0.020013852044939995, -0.017302250489592552, -0.02710498869419098, -0.0016325024189427495, -0.03498751297593117, 0.02168668806552887, -0.04630553349852562, -0.0017521961126476526, -0.008982177823781967, -0.06457281112670898, 0.010138250887393951, -0.020615555346012115, -0.0005759694031439722, 0.028852637857198715, -0.028879506513476372, 0.003910407889634371, -0.03410063311457634, -0.0028312159702181816, -0.00863740686327219, 0.049469783902168274, 0.002865458605811, -0.013819107785820961, -0.046905651688575745, 0.007362709380686283, -0.047430798411369324, 0.028689688071608543, -0.016249757260084152, 0.016250252723693848, 0.025172337889671326, 0.05036889389157295, -0.00250859372317791, 0.041636575013399124, -0.015089855529367924, -0.009471124969422817, 0.038192301988601685, -0.08120981603860855, -0.00731405895203352, -0.0477835051715374, -0.06202490255236626, -0.007297640200704336, -0.020649416372179985, 0.030756397172808647, -0.013507003895938396, 0.04279899224638939, 0.03128281980752945, 0.03310132026672363, 0.01595749892294407, 0.010398740880191326, 0.02130032330751419, -0.03558405116200447, 0.0020421489607542753, -0.07123483717441559, 0.0028748491313308477, 0.03763582557439804, 0.012111539021134377, -0.019514214247465134, 0.01884864829480648, -0.03389061242341995, 0.05368728190660477, -0.07726655900478363, -0.03384300321340561, 0.0327533520758152, -0.010461762547492981, -0.038791004568338394, 0.00605359859764576, -0.0722193717956543, 0.006298684515058994, 0.03515346348285675, -0.04240812733769417, -0.01813402585685253, -0.0247364342212677, 0.04005010798573494, -0.007198698818683624, 0.03348241373896599, -0.05323166772723198, -0.029085375368595123, 0.06782232224941254, 0.009885345585644245, -0.0075150118209421635, 0.05244795233011246, 0.005036380607634783, 0.038246672600507736, 0.026723187416791916, 0.00606582872569561, 0.021166907623410225, 0.01564609631896019, -0.0288416538387537, -0.0851002186536789, 0.04020030423998833, -0.011829442344605923, -0.009327040985226631, -0.037371352314949036, 0.05137018859386444, 0.03154679387807846, -0.030491353943943977, -0.05344272777438164, 0.020611055195331573, -0.062476690858602524, -0.00733250891789794, -0.018185490742325783, -0.0008819335489533842, -0.03535307198762894, 0.05668855085968971, 0.005347288679331541, 0.020171936601400375, 0.059095483273267746, 0.03060854598879814, -0.026481281965970993, -0.017393629997968674, 0.09290768206119537, 0.07928089052438736, 0.05781055986881256, -0.008366785012185574, 0.07951229065656662, -0.02961932308971882, -0.05281103029847145, 0.022509504109621048, 0.0034582840744405985, -0.010532788001000881, -0.027074193581938744, 0.028108961880207062, 0.076741524040699, -0.04259186238050461, 0.07622425258159637, -0.02755802311003208, -0.02125561237335205, 0.006515395827591419, 0.024355748668313026, 0.03722306340932846, 0.0785444974899292, 0.00389500567689538, 0.02237982489168644, -0.0058153169229626656, -0.04388311877846718, 0.030678385868668556, -0.027559611946344376, -0.02650672383606434, 0.005257252603769302, -0.016734447330236435, 0.027341661974787712, -0.010144947096705437, 0.020256545394659042, 0.09731807559728622, -0.05263311415910721, 0.010303284041583538, 0.002620637882500887, 0.0006154485745355487, 0.01646898314356804, 0.03685370460152626, -0.013504759408533573, -0.01312780100852251, -0.025917746126651764, -0.041335687041282654, -0.042764775454998016, -0.01852133683860302, -0.03027253784239292, 0.0494270995259285, -0.03366273269057274, -0.01071979571133852, 0.028386909514665604, -0.0012307389406487346, -0.015362569130957127, -0.06251183897256851, -0.02854914590716362, -0.018693523481488228, -0.04200460761785507, -0.023836109787225723, 0.035420455038547516, -0.019730672240257263, -0.04696109518408775, -0.026517191901803017, -0.008403857238590717, 0.004540382418781519, 0.056478604674339294, -0.055037662386894226, -0.026644794270396233, 0.011565824039280415, -0.00010444275540066883, 0.018621884286403656, 0.0289375651627779, 0.053804416209459305, 0.005558367818593979, -0.014807414263486862, -0.023465357720851898, 0.027629869058728218, 0.020092101767659187, 0.0169590525329113, 0.017241256311535835, -0.10359030216932297, 0.012749492190778255, 0.017245357856154442, -0.02746875397861004, -0.07245850563049316, 0.0254521407186985, 0.013057027943432331, 0.005516430363059044, 0.039803098887205124, 0.009646632708609104, 0.018780767917633057, -0.030401034280657768, -0.013708545826375484, 0.004735610447824001, 0.011046907864511013, 0.03869546577334404, -0.018421102315187454, 0.09185366332530975, 0.043768540024757385, 0.0008905401919037104, -0.03909017890691757, 0.00010940297215711325, -0.015526289120316505, 0.0029164061415940523, -0.00865695346146822, -0.045823145657777786, -0.040552251040935516, -0.08915787190198898, -0.04058795049786568, 0.0311364084482193, -0.03149387985467911, -0.02829444594681263, 0.023509556427598, 0.02607887238264084, -0.008157927542924881, 0.02498382143676281, -0.0640062466263771, 0.00795762799680233, -0.003454976249486208, -0.011478131636977196, -0.00955659244209528, 0.0033524436876177788, 0.00010002636554418132, 0.017474772408604622, 0.030023841187357903, -0.04607335850596428, -0.007554966490715742, -0.0054298751056194305, 0.02103021740913391, 0.02692299708724022, 0.030363913625478745, -0.009914964437484741 ]
[ -0.08640156686306, -0.006471600383520126, -0.010357365012168884, -0.04816194623708725, 0.04748036339879036, -0.0012873336672782898, -0.01904194802045822, 0.043661560863256454, -0.010193766094744205, -0.029224617406725883, -0.007733779028058052, -0.01168576255440712, 0.005623572040349245, -0.007288474123924971, 0.0765351802110672, 0.038300029933452606, -0.016941361129283905, -0.07038916647434235, 0.03945910558104515, 0.03844152390956879, 0.013387191109359264, -0.04585986211895943, -0.021707933396100998, -0.03305047005414963, -0.013450968079268932, 0.017368214204907417, 0.042202528566122055, -0.008035137318074703, 0.034017521888017654, -0.18874888122081757, 0.004069935064762831, 0.012745368294417858, 0.01804135926067829, -0.01129176840186119, 0.004527383483946323, 0.01728556863963604, -0.015064072795212269, 0.0056535000912845135, -0.0012926895869895816, 0.017070947214961052, 0.008412912487983704, -0.0012080848682671785, -0.02867538295686245, -0.025655290111899376, 0.05899815261363983, -0.015437350608408451, 0.006755033973604441, -0.03700077161192894, -0.021206947043538094, -0.011980169452726841, -0.05711624026298523, -0.027508368715643883, -0.0006629580748267472, -0.035649560391902924, -0.013380656018853188, 0.03795412555336952, 0.04152984172105789, 0.07369688898324966, -0.0024677373003214598, 0.03192967548966408, 0.034001126885414124, -0.0017951824702322483, -0.1406342089176178, 0.0962652787566185, 0.038142431527376175, 0.06340399384498596, -0.059727996587753296, -0.016145797446370125, -0.014989362098276615, 0.07956090569496155, 0.03406575322151184, -0.04639739170670509, -0.016491670161485672, -0.004188572056591511, 0.003170916112139821, -0.012025565840303898, -0.006885170470923185, 0.026996083557605743, 0.010478746145963669, -0.060299474745988846, 0.011626899242401123, 0.016964886337518692, -0.04174762964248657, -0.030016956850886345, -0.06232951581478119, 0.020881952717900276, 0.0045055667869746685, 0.04294582083821297, -0.002539615612477064, 0.031346745789051056, 0.032345306128263474, -0.017603496089577675, 0.046374592930078506, -0.0039788237772881985, -0.10348386317491531, 0.007359513081610203, 0.002348017878830433, 0.003511293325573206, -0.023151880130171776, 0.46903175115585327, -0.0019055664306506515, -0.024476123973727226, 0.0733514353632927, 0.01754649542272091, 0.005866420455276966, 0.006538013927638531, 0.02247592806816101, -0.04784936085343361, 0.04758363589644432, 0.011089840903878212, 0.020410532131791115, 0.022232884541153908, 0.054096851497888565, -0.025623127818107605, 0.027543965727090836, 0.006004910450428724, 0.013806149363517761, 0.02867511846125126, -0.009827712550759315, -0.04604034498333931, -0.004177095368504524, 0.019161764532327652, 0.03543893247842789, -0.005491971503943205, -0.02414168231189251, -0.027293605729937553, 0.030874062329530716, 0.058814845979213715, 0.01947421208024025, 0.018928421661257744, 0.045192837715148926, -0.05028996616601944, -0.02876920998096466, 0.009367797523736954, 0.03702029213309288, 0.010103866457939148, 0.027897825464606285, -0.02551381289958954, 0.0036241516936570406, 0.06425252556800842, -0.01133924163877964, 0.0076154787093400955, 0.016927756369113922, -0.01628086529672146, -0.030584419146180153, 0.09784834831953049, 0.03592071682214737, -0.06193559989333153, -0.00889432244002819, -0.0017399564385414124, 0.024726951494812965, 0.018741171807050705, 0.028811832889914513, -0.05274418741464615, 0.019575826823711395, 0.005454489029943943, 0.09642387181520462, -0.0002823245304170996, -0.06300361454486847, -0.022876445204019547, 0.01412916462868452, -0.025091327726840973, -0.030692093074321747, 0.0984654575586319, 0.0454125739634037, -0.14715512096881866, -0.04413016140460968, 0.008375030942261219, 0.038386788219213486, -0.07646393775939941, -0.02256367914378643, 0.009728285484015942, -0.03428352251648903, -0.010279789566993713, 0.04650904983282089, -0.03376023843884468, -0.04566380754113197, 0.0023504849523305893, 0.05446140840649605, 0.012240070849657059, 0.01844155788421631, -0.030544793233275414, -0.01689986325800419, 0.013271045871078968, -0.04012877494096756, -0.08327861875295639, -0.03274496644735336, -0.0019518608460202813, -0.015196575783193111, -0.01187372487038374, -0.03428737819194794, -0.010428923182189465, -0.09742415696382523, 0.08164042979478836, -0.033462654799222946, -0.00808457937091589, 0.026205547153949738, -0.013241787441074848, -0.009139646776020527, -0.007634355686604977, -0.04398295655846596, 0.01097008865326643, -0.0686112716794014, 0.015215251594781876, -0.0918453261256218, 0.034402668476104736, 0.03349905088543892, -0.020596731454133987, 0.06307739019393921, 0.04395826905965805, -0.032222118228673935, -0.023114211857318878, 0.00976619590073824, 0.002634562086313963, 0.044272977858781815, -0.017031218856573105, 0.02300960198044777, 0.023280911147594452, -0.03344499692320824, 0.013677088543772697, -0.006524619646370411, 0.03447391837835312, -0.04846968874335289, -0.3436964750289917, -0.042859211564064026, -0.050716642290353775, -0.017796501517295837, 0.016515953466296196, -0.037610139697790146, 0.03172485902905464, 0.016613854095339775, 0.015870682895183563, 0.02280101552605629, 0.045205678790807724, -0.007528927642852068, -0.010284539312124252, -0.07783793658018112, -0.021102041006088257, -0.004451522137969732, 0.01139939483255148, -0.010763514786958694, -0.04179008677601814, -0.015622330829501152, -0.00399194099009037, 0.009579703211784363, -0.011871972121298313, -0.08096978068351746, -0.014120694249868393, -0.056547682732343674, 0.08643800020217896, 0.028639668598771095, 0.08560258150100708, -0.019627131521701813, 0.0510953925549984, 0.00907500647008419, 0.026856807991862297, -0.11560200899839401, 0.025259144604206085, -0.002533897291868925, 0.04108155518770218, -0.02107953280210495, 0.004414882976561785, -0.05715319141745567, -0.049731191247701645, 0.020534005016088486, -0.022722987458109856, -0.06122545897960663, -0.04911297932267189, 0.01137507613748312, -0.0424097515642643, -0.037337515503168106, -0.03155059739947319, 0.09340085834264755, 0.022173447534441948, -0.0085425591096282, 0.028244664892554283, 0.036604396998882294, -0.023098669946193695, -0.01969948224723339, -0.05169573053717613, -0.004196127410978079, 0.012377530336380005, 0.012204866856336594, 0.004061274696141481, 0.03948066383600235, 0.02754966728389263, -0.0668388307094574, 0.004108009859919548, 0.010652270168066025, 0.007587909698486328, 0.006512764375656843, 0.06622947007417679, -0.030507449060678482, -0.024909717962145805, 0.06577616930007935, 0.010131658054888248, 0.0023209897335618734, 0.013644805178046227, 0.006141107063740492, -0.0030910016503185034, 0.026377715170383453, 0.0020494037307798862, 0.009106209501624107, 0.022158905863761902, -0.025748595595359802, 0.054280854761600494, -0.038984060287475586, 0.0002756038447842002, 0.006047278176993132, -0.01028179656714201, -0.035831790417432785, 0.047791436314582825, 0.012009911239147186, -0.043956074863672256, 0.02139393799006939, -0.028851134702563286, -0.088771753013134, 0.05406368896365166, 0.013235146179795265, -0.24601060152053833, 0.01677882857620716, 0.08230938017368317, 0.0387636162340641, -0.004809922073036432, 0.03995539993047714, 0.05201074481010437, -0.01879284344613552, 0.037801556289196014, 0.020729102194309235, 0.014857003465294838, 0.015124524012207985, -0.002803084207698703, 0.01633194275200367, 0.011676040478050709, -0.01386708952486515, 0.027415022253990173, -0.008858810178935528, -0.006547954399138689, -0.005411560647189617, -0.004879123531281948, 0.02872643992304802, 0.14585056900978088, 0.004542138427495956, 0.042071517556905746, -0.003269447945058346, -0.024113859981298447, 0.0018544936319813132, 0.024152250960469246, 0.00686474097892642, -0.000443020835518837, -0.008536161854863167, 0.0165878739207983, -0.006787676364183426, 0.0066736373119056225, -0.04672350734472275, -0.03430364280939102, 0.043879516422748566, 0.01946246065199375, 0.020222943276166916, 0.03100665658712387, -0.02300463803112507, -0.011644494719803333, 0.08414506167173386, 0.03104531019926071, 0.040309127420186996, 0.002810282167047262, -0.029279125854372978, -0.03140387311577797, -0.003134771017357707, -0.037912335246801376, -0.05707286670804024, 0.026705753058195114, -0.01803889498114586, 0.0043000876903533936, 0.06922202557325363, 0.042299363762140274, -0.042564645409584045, 0.0005918533424846828, -0.016579756513237953, -0.02088267356157303, -0.040627315640449524, 0.08042405545711517, 0.016965249553322792, 0.051718633621931076 ]
[ -0.029489951208233833, -0.03583795204758644, 0.0015430273488163948, -0.025137417018413544, 0.005530572030693293, 0.006776978727430105, 0.008601909503340721, 0.06173075735569, 0.0056602004915475845, 0.008838562294840813, -0.024745706468820572, 0.03600228205323219, 0.021223822608590126, 0.004371717106550932, 0.024469055235385895, 0.013069148175418377, 0.016718832775950432, 0.002292233519256115, -0.011713559739291668, -0.010078833438456059, -0.01140796672552824, 0.0377160906791687, 0.0025992142036557198, 0.005032435059547424, -0.03076242096722126, 0.029870912432670593, 0.004910490475594997, 0.00466165179386735, 0.02986372448503971, -0.12105070799589157, 0.011980258859694004, -0.026340696960687637, 0.0026912351604551077, 0.009570261463522911, 0.016358403488993645, -0.013719783164560795, -0.003714250633493066, 0.005616979207843542, 0.0018709098221734166, -0.029844051226973534, 0.017628906294703484, -0.02545236051082611, 0.029558701440691948, -0.02175295725464821, 0.01287901308387518, 0.04195612668991089, -0.029186272993683815, -0.022838450968265533, 0.004451418295502663, -0.0456395260989666, -0.01791430450975895, -0.02039259299635887, 0.00679748272523284, -0.0022377115674316883, 0.009537403471767902, 0.027969399467110634, -0.006927783600986004, 0.0293648112565279, 0.010220766998827457, 0.011243801563978195, -0.0073846993036568165, -0.01717904396355152, -0.034897856414318085, -0.017401350662112236, -0.004388879518955946, -0.01469512190669775, -0.025752605870366096, 0.03168485313653946, -0.031603749841451645, 0.005205403082072735, 0.0018485611071810126, 0.028852934017777443, -0.042337916791439056, -0.027576547116041183, 0.019321095198392868, 0.013431403785943985, -0.02520381473004818, 0.0015425167512148619, 0.015098574571311474, -0.0645880326628685, -0.0173091609030962, 0.01888233982026577, 0.01936287246644497, -0.004037441685795784, 0.01666289009153843, -0.009280008263885975, 0.019237997010350227, -0.005427672527730465, 0.008023647591471672, 0.014357483014464378, -0.035768233239650726, 0.02029692567884922, 0.013692219741642475, 0.014497561380267143, -0.1004733219742775, 0.0008576823747716844, -0.007902948185801506, -0.013111758977174759, 0.009821347892284393, 0.8681215643882751, 0.006253167055547237, 0.041770607233047485, 0.023728450760245323, 0.03221976384520531, -0.009932178072631359, -0.026137739419937134, 0.010276873596012592, 0.02789090760052204, 0.002389460802078247, -0.026835478842258453, 0.02826344221830368, 0.004946269094944, 0.03254465386271477, 0.0016208469169214368, 0.02874208800494671, -0.015255652368068695, -0.007307120598852634, 0.03461515158414841, -0.013094977475702763, -0.005113888066262007, -0.011920342221856117, -0.011106915771961212, -0.013868776150047779, 0.0017908732406795025, -0.00816900935024023, -0.18240296840667725, 0.02175493910908699, -7.459994982901358e-33, 0.03569888696074486, -0.004889234900474548, -0.013045962899923325, -0.017307840287685394, -0.010364123620092869, -0.039463844150304794, 0.0155043825507164, -0.010826691053807735, 0.010773864574730396, -0.0030680980999022722, 0.02220662124454975, -0.00901525467634201, -0.012879385612905025, -0.03449875861406326, 0.037426069378852844, -0.007289586588740349, -0.03403204306960106, 0.020284805446863174, -0.005925905890762806, 0.013400865718722343, 0.04293392598628998, 0.03657831251621246, -0.0154115604236722, 0.008445076644420624, 0.024950722232460976, 0.011436311528086662, 0.008883538655936718, 0.011155148036777973, -0.0073880162090063095, -0.04106254130601883, -0.06029456853866577, 0.0025568371638655663, -0.031220927834510803, -0.00006848214979982004, 0.009242735803127289, -0.016836604103446007, -0.0438762828707695, -0.0024082898162305355, -0.014214903116226196, -0.029827795922756195, 0.003470067400485277, -0.037691663950681686, -0.062350284308195114, -0.02020091749727726, -0.04263187199831009, 0.019822385162115097, 0.01947747729718685, 0.005109249614179134, 0.006294453050941229, -0.028069982305169106, 0.028284629806876183, -0.0021665794774889946, 0.008781910873949528, -0.01187531091272831, 0.001083038980141282, 0.011872692964971066, 0.006407056003808975, -0.0025243533309549093, 0.014289651066064835, 0.01738927699625492, 0.020760511979460716, 0.0016715306555852294, -0.033082399517297745, 0.0248123649507761, -0.006631680764257908, -0.01221031416207552, 0.019102759659290314, 0.002330668503418565, 0.012631399556994438, -0.02745009772479534, -0.03300110995769501, 0.016906900331377983, -0.006224156357347965, -0.01314202044159174, 0.032220110297203064, -0.01701928861439228, -0.008149005472660065, 0.023283079266548157, -0.018073735758662224, 0.01771811954677105, -0.005711444187909365, -0.004010181408375502, -0.019300740212202072, -0.006540756206959486, -0.015720520168542862, -0.012420679442584515, 0.011146161705255508, -0.015640441328287125, -0.011257398873567581, 0.015426374040544033, 0.014733042567968369, -0.019604526460170746, -0.008689814247190952, 0.036663711071014404, -0.022398851811885834, 7.792859718223705e-33, -0.02174578607082367, 0.002739352872595191, 0.0008353487937711179, -0.000827135459985584, 0.015481600537896156, -0.01964966394007206, 0.031549617648124695, 0.035770222544670105, -0.02580132707953453, 0.0016049692640081048, -0.04873079061508179, -0.009602612815797329, -0.035153813660144806, 0.023444797843694687, 0.019024381414055824, -0.026331070810556412, 0.009355274960398674, -0.02716146968305111, 0.008794426918029785, 0.024136774241924286, 0.04418394714593887, -0.0009523806511424482, -0.008576720021665096, 0.0035585875157266855, 0.034867897629737854, 0.07525602728128433, 0.009459510445594788, 0.029120605438947678, -0.007850789465010166, 0.013660207390785217, 0.01890779845416546, -0.01276826485991478, 0.008492830209434032, -0.029534298926591873, -0.025336964055895805, 0.028110504150390625, 0.012211862951517105, -0.0009440335561521351, -0.048340845853090286, -0.025467345491051674, -0.0010179751552641392, -0.002246183343231678, 0.0032162207644432783, 0.038231346756219864, 0.028998399153351784, 0.0031464798375964165, 0.013471393845975399, -0.043053530156612396, -0.012642588466405869, 0.015278398990631104, 0.014814124442636967, 0.019735710695385933, 0.03582669794559479, 0.01894489862024784, -0.01225267443805933, -0.03063805401325226, 0.008440278470516205, 0.012985918670892715, -0.007424842566251755, -0.024802012369036674, -0.025771383196115494, 0.02461918629705906, -0.03161032870411873, 0.019047461450099945, -0.011344874277710915, -0.02121196687221527, -0.02244548499584198, -0.009275763295590878, -0.01257135346531868, -0.03494561091065407, -0.032988619059324265, -0.007983356714248657, 0.02721538208425045, 0.026494715362787247, -0.003264544066041708, -0.02341279573738575, -0.01506109070032835, 0.010577776469290257, -0.003061653347685933, 0.03280950337648392, -0.0022205121349543333, 0.016683481633663177, 0.015211849473416805, 0.011310180649161339, -0.025276733562350273, 0.03707600757479668, -0.009362030774354935, 0.015043585561215878, -0.0017962846904993057, -0.002700095996260643, 0.01621861197054386, -0.024148328229784966, 0.0109048867598176, 0.017744045704603195, -0.029217662289738655, -1.3308089741315143e-8, -0.01412132941186428, 0.025011779740452766, -0.016346655786037445, -0.006375432480126619, 0.023572459816932678, -0.0027737023774534464, 0.0068864477798342705, 0.006774330511689186, -0.005690267309546471, 0.004318484105169773, 0.035005636513233185, -0.028847627341747284, -0.013843209482729435, 0.026248740032315254, -0.004254485946148634, -0.03358941897749901, 0.0017802586080506444, 0.00803433544933796, 0.019257480278611183, 0.0033536008559167385, 0.03983511030673981, 0.05093881115317345, 0.005319513380527496, 0.0013014996657148004, 0.01981554739177227, -0.010076267644762993, -0.0005504338769242167, -0.09740757197141647, 0.004233462270349264, 0.0016618578229099512, 0.0012969495728611946, -0.017432978376746178, -0.002407907508313656, 0.03743268921971321, 0.005450826603919268, -0.027500631287693977, 0.03072531893849373, 0.013073018752038479, 0.025752440094947815, 0.002855197759345174, -0.029093101620674133, 0.011357385665178299, 0.0033423269633203745, -0.02072078548371792, -0.022811220958828926, 0.0014527066377922893, -0.04123963043093681, -0.01047553587704897, -0.004494088236242533, -0.005397184286266565, -0.005450766067951918, -0.01116582378745079, 0.01955227367579937, 0.0349162220954895, 0.028583958745002747, 0.001131251803599298, -0.008532893843948841, -0.022434700280427933, -0.03888429328799248, -0.011040665209293365, -0.013449613936245441, 0.019308937713503838, 0.008628388866782188, 0.011811012402176857 ]
qcon-london-2009-ddd-bdd-dan-north
https://markhneedham.com/blog/2009/03/14/qcon-london-2009-ddd-bdd-dan-north
false
2009-03-22 19:52:31
Coding: Making the debugger redundant
[ "coding", "tdd", "debugging", "erlang" ]
[ "Coding" ]
I recently wrote my http://www.markhneedham.com/blog/2009/03/20/coding-reassessing-what-the-debugger-is-for/[dislike of the debugger] and related to this, I spent some time last year watching some videos from JAOO 2007 on http://channel9.msdn.com/posts/Charles/[MSDN's Channel 9]. One of my favourites is an http://channel9.msdn.com/posts/Charles/JAOO-2007-Joe-Armstrong-On-Erlang-OO-Concurrency-Shared-State-and-the-Future-Part-2/[interview featuring Joe Armstrong and Eric Meijer] where Joe Armstrong points out that when coding Erlang he never has to use a debugger because state is immutable. In Erlang, once you set the value of a variable 'x' it cannot be changed. Therefore if the value of 'x' is incorrect at some point in your program you only need to look in one place to see why that has happened. With imperative languages like Java and C# variables can be set as many times as you like assuming they've not been declared as readonly for example. It got me thinking about how the way that we can reduce the need to use the Debugger when writing code in imperative languages. Debugging is so boring and takes so long that spending large amounts of doing it both crushes the spirits and slows you down considerably. == Test Driven Development Before I learnt TDD if I had a problem with my code the only way I could really find out more about that problem was to turn to the debugger. One of the aims of writing code test first is to remove the need to debug. As Pat Kua points out in his blog, when you use a TDD approach to writing code, a nice side effect is that http://www.thekua.com/atwork/2007/10/test-driven-development-requires-less-debugging/[you tend to stop using the debugger so much]. Doing TDD is not enough though, we want to look to http://www.markhneedham.com/blog/2009/01/28/tdd-design-tests-for-failure/[design our tests for failure] so that they do fail we have a useful error message that helps us work out why something failed rather than having to get out the debugger to work it out. Hamcrest matchers are really useful for this, particularly when it comes to analysing test case failures from a continuous integration tool's console. Writing our tests in a http://blog.jayfields.com/2008/11/ubiquitous-assertion-syntax.html[consistent style] also helps especially when it comes to setting up mocks and stubs from my experience. If we know how and where these have been setup then we don't need to resort to the debugger to work out why one was or wasn't called - it should be obvious just from reading the test. == Immutability This is an idea which I touched on in a post I wrote around how writing clean OO code can help http://www.markhneedham.com/blog/2009/03/12/oo-reducing-the-cost-oflots-of-stuff/[reduce the cost of change] in our applications, the suffering that having too much mutable state can cause you becoming abundantly clear to me after a coding dojo session where we did http://www.markhneedham.com/blog/2009/01/30/coding-dojo-8-isola/[just] http://www.markhneedham.com/blog/2009/02/12/coding-dojo-9-refactoring-isola/[that]. Even using the debugger was difficult because we were trying to remember what the state was meant to be compared to how it actually was. Greg Young has an http://vimeo.com/3171910[interesting presentation which he gave at a Europe Virtual Alt.NET meeting in February] (there is also a http://www.infoq.com/interviews/greg-young-ddd[similar interview on InfoQ]) where he talks about how we can model state transitions explicitly by using command objects rather than implicitly by having domain objects keep track of a lot of internal state. He also describes the use of getters/setters as a domain anti-pattern which I would certainly agree with as it results in behaviour being defined away from the data, usually resulting in unexpected state changes in our objects which we can't figure out without getting out the debugger. == Minimise dependencies Ensuring that our classes don't have too many dependencies is another useful approach - http://codebetter.com/blogs/ian_cooper/archive/2008/12/03/the-fat-controller.aspx[an anti-pattern] which tends to happen quite frequently in the controller of the MVC pattern. When too much is happening in classes they become difficult to understand and by virtue difficult to test, resulting in increased debugger usage because we've probably missed out some paths through the code inadvertently. When this happens we want to try and pull some of the similar operations out into another controller to make our life easier. == In Summary These are some of the ways that I have noticed help reduce our need to rely on the debugger. Using TDD as an approach to coding helped me cut down my debugger usage a lot and it is no longer my first choice of tool when there is a problem with code. I'm sure there are other ways to reduce the need to debug, I just haven't discovered them yet!
null
null
[ 0.015570802614092827, 0.029321866109967232, -0.02338598296046257, 0.041694656014442444, 0.07883428782224655, 0.008008982054889202, 0.05026943236589432, 0.04777445271611214, 0.01758590154349804, -0.03431064635515213, 0.00043086367077194154, 0.008014880120754242, -0.06096024811267853, 0.020302683115005493, -0.012143340893089771, 0.06616536527872086, 0.07319962233304977, -0.03991815075278282, 0.04611930623650551, 0.010320511646568775, 0.025811612606048584, 0.062101688235998154, 0.0023717056028544903, 0.031763188540935516, 0.021822454407811165, 0.04181051254272461, -0.0011348872212693095, 0.002784090582281351, -0.06652889400720596, -0.026313692331314087, 0.028874408453702927, 0.006034925114363432, 0.01363432314246893, -0.0005023971316404641, -0.005466343369334936, 0.004515709821134806, -0.010076157748699188, 0.021349221467971802, 0.01121885422617197, 0.02014068141579628, -0.07123951613903046, 0.01637772098183632, -0.023745886981487274, 0.004055727273225784, -0.04677904397249222, 0.015356807969510555, -0.01650313101708889, -0.023999327793717384, -0.009719888679683208, 0.006349724717438221, -0.0733509287238121, 0.039048779755830765, 0.0018834627699106932, 0.003782095154747367, -0.014265505596995354, 0.05463402345776558, 0.037707652896642685, -0.07597765326499939, 0.0005724761867895722, -0.0453832671046257, 0.0066582509316504, -0.023131972178816795, -0.010849515907466412, 0.03359978646039963, 0.04468013346195221, -0.00749426893889904, -0.025141863152384758, 0.026251962408423424, -0.02105601876974106, 0.0029543291311711073, -0.01082372386008501, 0.005224250722676516, -0.018429316580295563, -0.01575227454304695, 0.03624590486288071, -0.026474928483366966, -0.012112703174352646, 0.04646477475762367, 0.02395331859588623, 0.04341060295701027, -0.0179551113396883, 0.010498451068997383, 0.04199308529496193, 0.010441925376653671, 0.0026367364916950464, -0.02231617644429207, 0.01715862564742565, -0.022771961987018585, -0.04324687644839287, 0.05600680783390999, -0.001561766373924911, -0.05875048786401749, 0.009201698936522007, 0.047075897455215454, -0.018936220556497574, 0.003935517277568579, 0.04008299112319946, 0.011338382959365845, -0.014006241224706173, -0.018208744004368782, -0.01809678226709366, -0.0409885048866272, 0.02458917908370495, 0.019558994099497795, -0.07578600943088531, -0.02247876301407814, -0.026792386546730995, -0.017861057072877884, -0.015013305470347404, 0.01534612663090229, -0.03816024214029312, 0.034178320318460464, -0.011462823487818241, -0.008490478619933128, -0.07871395349502563, 0.06824183464050293, -0.004739337135106325, -0.04764048755168915, 0.0036206573713570833, 0.007628695107996464, 0.04316282272338867, 0.01904836855828762, 0.010152672417461872, 0.08354295045137405, 0.007725046947598457, 0.036921385675668716, -0.018337132409214973, 0.047583967447280884, -0.01668907329440117, -0.06581957638263702, 0.00039067454054020345, 0.05533742904663086, -0.04004206508398056, -0.008717144839465618, -0.0004645274020731449, -0.005768295843154192, 0.008023474365472794, -0.012571612372994423, 0.021967552602291107, 0.07543208450078964, -0.01618906296789646, -0.04140033572912216, 0.02947334200143814, -0.016576802358031273, -0.011171067133545876, 0.01608019694685936, -0.012147055938839912, -0.004475229885429144, -0.0165533646941185, 0.029171302914619446, 0.015136022120714188, 0.05042408034205437, 0.026205435395240784, -0.034756314009428024, 0.012555602006614208, 0.0688924789428711, -0.007183662615716457, 0.00442753778770566, -0.018493719398975372, 0.04653351008892059, 0.0526731014251709, 0.03717207536101341, 0.023028410971164703, 0.028019893914461136, 0.018605703487992287, 0.022495167329907417, 0.018076492473483086, 0.033420100808143616, -0.005592281464487314, -0.0056027318350970745, -0.06456246227025986, -0.037607137113809586, 0.05401492118835449, -0.05315922200679779, -0.02860625647008419, 0.03579755127429962, 0.060076721012592316, -0.012044984847307205, 0.02761518955230713, 0.005516953766345978, -0.0765685886144638, 0.006395881064236164, 0.008707581087946892, 0.016217302531003952, 0.008339613676071167, -0.025984162464737892, 0.07080987095832825, 0.018978286534547806, -0.01715424470603466, 0.010629347525537014, -0.06844424456357956, -0.08773753046989441, 0.008193864487111568, -0.00882794987410307, 0.04591976851224899, -0.04027307778596878, -0.029323630034923553, 0.07103543728590012, 0.027944054454565048, 0.06460794061422348, 0.028844168409705162, -0.010674475692212582, 0.014529555104672909, -0.036456357687711716, -0.030861871317029, 0.0477161779999733, 0.04606514796614647, -0.001586642232723534, -0.06674724817276001, 0.028472410514950752, 0.03158115968108177, -0.013749415054917336, 0.04364793375134468, -0.016166584566235542, 0.027497900649905205, 0.018113020807504654, 0.04281383752822876, -0.02809160202741623, 0.05417243763804436, -0.06308529525995255, -0.009700534865260124, -0.004638168960809708, -0.014415380544960499, 0.009496585465967655, 0.009734821505844593, 0.13157182931900024, 0.04370199143886566, -0.06023054197430611, -0.01811772957444191, 0.016871938481926918, 0.009395587258040905, -0.040030673146247864, -0.005523763131350279, -0.006171065848320723, 0.006572946440428495, -0.0008992103394120932, -0.06482153385877609, -0.020192721858620644, 0.015159190632402897, -0.03547101840376854, 0.02614505961537361, 0.07424682378768921, -0.026463786140084267, 0.05176817998290062, -0.02089184895157814, -0.017702288925647736, 0.015080730430781841, -0.011823972687125206, -0.06801586598157883, 0.009668064303696156, 0.019155196845531464, -0.001809040317311883, 0.0732649564743042, -0.023905174806714058, -0.03757635876536369, -0.023341232910752296, -0.028463270515203476, 0.006130923517048359, 0.02767159231007099, 0.06435433775186539, 0.007581810932606459, 0.04406066611409187, 0.005401916801929474, 0.01137816533446312, 0.016641266644001007, -0.05416823551058769, -0.01105931680649519, -0.01106966007500887, -0.0017757578752934933, 0.03759419173002243, -0.013588768430054188, 0.037731751799583435, 0.02546134777367115, 0.0058039515279233456, -0.017343679443001747, -0.01162809133529663, 0.01692662388086319, 0.029990341514348984, -0.04050860553979874, -0.023648232221603394, -0.04608912393450737, 0.035508401691913605, -0.049279600381851196, -0.01608314737677574, -0.009877968579530716, -0.06486660242080688, 0.04694957658648491, -0.08504921942949295, -0.05442921444773674, 0.02281610481441021, 0.013717527501285076, 0.04117203503847122, -0.022222554311156273, 0.030652925372123718, 0.07245942950248718, -0.01158277690410614, 0.018146522343158722, 0.0025482475757598877, 0.0009506575297564268, 0.005094293504953384, 0.00999738834798336, -0.0030316757038235664, 0.03973231464624405, 0.013513173907995224, -0.017157817259430885, -0.050102218985557556, 0.036079611629247665, -0.023993080481886864, -0.28976187109947205, 0.03164384886622429, -0.004401913844048977, -0.06609087437391281, 0.02071816846728325, 0.014528430998325348, -0.0004174069035798311, -0.05549522116780281, -0.015300041995942593, 0.04221317917108536, -0.04105149209499359, -0.06373077630996704, -0.04467649757862091, 0.04642346501350403, 0.0015210710698738694, 0.0031750157941132784, 0.023556439206004143, -0.04269901290535927, 0.0010063943918794394, 0.04393526539206505, -0.0006275807390920818, -0.06295713782310486, 0.0008517166133970022, 0.03170426934957504, 0.03619728609919548, 0.057506658136844635, -0.1028456911444664, 0.05344622954726219, -0.036444127559661865, 0.018553445115685463, 0.0025519467890262604, 0.015511443838477135, -0.010862580500543118, -0.03641243651509285, -0.025813262909650803, -0.013468415476381779, 0.006432896945625544, 0.0060010734014213085, -0.0016213023336604238, 0.01659124344587326, -0.030300019308924675, -0.04174596443772316, -0.009763313457369804, -0.009694176726043224, 0.058893050998449326, 0.015680905431509018, -0.06686180830001831, -0.01034078374505043, -0.030320122838020325, 0.07903923094272614, -0.0231667160987854, -0.018080197274684906, 0.0040293531492352486, 0.03036547638475895, -0.01241226401180029, -0.036608241498470306, -0.003316338872537017, -0.00863560289144516, -0.036472298204898834, -0.02553541585803032, -0.013828642666339874, -0.020297132432460785, 0.001133380108512938, -0.04706607013940811, 0.016593335196375847, -0.06529230624437332, -0.047568581998348236, 0.0029187609907239676, 0.07228773087263107, 0.00782090239226818, -0.032423194497823715, 0.002913006814196706, 0.0001477760961279273, -0.11404969543218613, -0.015506374649703503, -0.017651895061135292, -0.030553285032510757, -0.02295738458633423, 0.03224305063486099, 0.04870123416185379, -0.04194331169128418, -0.0349341481924057, 0.03323787823319435, 0.015813274309039116, 0.021043913438916206, -0.003155925776809454, 0.022202491760253906, 0.015378172509372234, -0.008440274745225906, 0.017707236111164093, 0.069008469581604, -0.011260841973125935, -0.005459997337311506, -0.04828547313809395, 0.030745238065719604, 0.0198843814432621, 0.04527239128947258, -0.007644448895007372, 0.012817253358662128, 0.012710101902484894, 0.00451787980273366, -0.07577946037054062, 0.041123468428850174, -0.034520018845796585, 0.00289734685793519, -0.031742241233587265, -0.0464952252805233, 0.021161522716283798, 0.01828848011791706, 0.019720036536455154, -0.025075478479266167, -0.03673970326781273, -0.000051663875638041645, -0.04415908828377724, -0.030192330479621887, -0.024197779595851898, 0.03221482038497925, 0.038055527955293655, -0.0278768353164196, -0.04266228526830673, -0.06333273649215698, -0.003140788758173585, -0.00569356232881546, 0.005094148218631744, -0.03992428258061409, -0.02162683755159378, -0.017812183126807213, -0.03710011765360832, 0.03345181420445442, 0.03413555771112442, -0.023817775771021843, 0.05471385270357132, 0.01845678687095642, -0.014676939696073532, 0.00853781308978796, -0.0150246387347579, -0.04323449730873108, -0.02100013941526413, -0.00476931594312191, -0.00838071946054697, -0.0018523799953982234, 0.003250744892284274, 0.028114521875977516, 0.0063936649821698666, 0.052578896284103394, 0.008443890139460564, 0.027485601603984833, -0.007832142524421215, 0.0015197867760434747, 0.0059988005086779594, 0.030010391026735306, -0.10320913791656494, 0.029322665184736252, -0.05441802367568016, -0.046780142933130264, -0.01515183039009571, 0.04138810187578201, -0.005183984059840441, -0.04580814763903618, -0.03871859237551689, 0.030281221494078636, -0.061105433851480484, -0.02538619190454483, -0.021773191168904305, 0.0043884990736842155, 0.05945238471031189, -0.01251241285353899, 0.05032692477107048, -0.01662798412144184, -0.04016583785414696, -0.0200454443693161, 0.021120749413967133, -0.05724085867404938, 0.01563664898276329, 0.025976352393627167, -0.00748461065813899, -0.023085832595825195, -0.013439555652439594, 0.069554902613163, 0.025693407282233238, 0.005997257307171822, 0.0010702890576794744, -0.016064152121543884, 0.039604730904102325, 0.06019886955618858, -0.013277294114232063, 0.0011413670144975185, -0.004341654479503632, -0.01181515771895647, 0.002655837219208479, -0.020877821370959282, -0.008620809763669968, -0.0015782843111082911, 0.04909169301390648, -0.034264180809259415, -0.06838350743055344, 0.03364456072449684, 0.03106796182692051, 0.02076331153512001, -0.001984231872484088, 0.017443016171455383, -0.01630011573433876, -0.006481703836470842, 0.03310246765613556, 0.0516500286757946, -0.03804098442196846, 0.011489812284708023, 0.006247411016374826, 0.009349888190627098, 0.014915889129042625, -0.0064843385480344296, -0.05006185919046402, -0.02094287984073162, -0.02188819833099842, 0.004333645571023226, -0.04549413546919823, -0.012969219125807285, -0.015557549893856049, 0.014866804704070091, -0.010270380415022373, -0.04803162440657616, -0.02429518662393093, -0.00798526406288147, 0.007887532003223896, -0.04358379542827606, 0.01808234304189682, -0.04587361589074135, 0.011854744516313076, 0.04201377183198929, -0.030306119471788406, 0.027128666639328003, -0.009984414093196392, 0.03407036513090134, 0.03252989426255226, -0.023163340985774994, -0.02132306434214115, -0.017411569133400917, 0.02469920553267002, 0.009210699237883091, 0.03671593964099884, -0.010651438497006893, -0.03223662078380585, -0.03578822314739227, 0.0014890747843310237, -0.034627243876457214, 0.009464054368436337, -0.032800037413835526, -0.024243924766778946, 0.02531079761683941, 0.07662077248096466, 0.026046881452202797, 0.05064089968800545, -0.00559659767895937, -0.007583352271467447, 0.046608373522758484, -0.09469541907310486, -0.009067040868103504, -0.03031017817556858, -0.06667381525039673, 0.005315856076776981, 0.007662325166165829, 0.017020195722579956, -0.022080034017562866, 0.02476302720606327, 0.018919581547379494, 0.030217085033655167, 0.02003510296344757, -0.017635157331824303, 0.042889658361673355, -0.048671770840883255, 0.005776183679699898, -0.08487518876791, 0.023349346593022346, 0.036947913467884064, 0.022279901430010796, 0.005492334254086018, -0.017256686463952065, -0.018398268148303032, 0.0314301997423172, -0.050786953419446945, -0.011779607273638248, 0.03214367851614952, -0.003999496344476938, -0.03785400092601776, 0.020335502922534943, -0.053248874843120575, 0.01491817831993103, 0.02331005595624447, -0.023438090458512306, -0.04241177439689636, -0.004630309529602528, 0.017732856795191765, 0.037648141384124756, 0.020337294787168503, -0.03710837662220001, -0.0018948103534057736, 0.07317306846380234, 0.013081870041787624, 0.014796111732721329, 0.03182607516646385, -0.01896200142800808, 0.03210464492440224, 0.04497945308685303, 0.01389387622475624, -0.017839781939983368, -0.00949317216873169, -0.005866690538823605, -0.03914788365364075, 0.01701711118221283, 0.008716896176338196, -0.02911693975329399, -0.02346435748040676, 0.05032315477728844, 0.032951485365629196, -0.03880804032087326, -0.02507522702217102, 0.01028648391366005, -0.04676966741681099, -0.012958028353750706, -0.03447617217898369, 0.00037807071930728853, -0.057527732104063034, 0.05196394398808479, 0.013134291395545006, -0.0049852305091917515, 0.06553534418344498, -0.0059454781003296375, -0.012289725244045258, -0.01909034140408039, 0.07660407572984695, 0.07024620473384857, 0.04650169238448143, 0.013654019683599472, 0.06198680400848389, -0.03682570531964302, -0.04233890026807785, 0.028411883860826492, 0.0021426111925393343, 0.008924617432057858, -0.0349026657640934, 0.017173541709780693, 0.04977431893348694, -0.015589803457260132, 0.06335559487342834, -0.03117780201137066, -0.003023347817361355, -0.006462909281253815, 0.017923450097441673, 0.013185502029955387, 0.08631353825330734, -0.00075291667599231, 0.018218206241726875, 0.0034471426624804735, -0.03486814722418785, 0.02158520184457302, -0.06569650769233704, -0.031544215977191925, 0.023102952167391777, 0.010787037201225758, 0.029384801164269447, 0.02967775985598564, 0.011651962995529175, 0.08111543208360672, -0.05552100017666817, 0.010799960233271122, -0.02880527824163437, 0.033678848296403885, 0.011987281031906605, -0.008386725559830666, -0.02107328176498413, -0.022320125252008438, -0.008745958097279072, 0.004107181914150715, -0.020372485741972923, -0.04853505641222, -0.044620711356401443, 0.054388150572776794, -0.015675866976380348, -0.0026390906423330307, 0.04195065796375275, -0.0032622171565890312, -0.017374485731124878, -0.06488311290740967, -0.04047446697950363, -0.05152960494160652, -0.04615030065178871, -0.030861444771289825, 0.019167879596352577, -0.0019986045081168413, -0.024496017023921013, -0.0002110231143888086, -0.012298149056732655, -0.02768111601471901, 0.044903725385665894, -0.04953208565711975, -0.05873103067278862, 0.03370513767004013, 0.007880672812461853, 0.029703490436077118, 0.03395181521773338, 0.05194764956831932, -0.011410852894186974, -0.009829559363424778, -0.03505001589655876, 0.01005452312529087, 0.027578167617321014, 0.0010805336060002446, 0.021490350365638733, -0.08583495020866394, 0.016436155885457993, 0.006428760942071676, -0.006360683124512434, -0.061568956822156906, 0.03342755511403084, -0.006823312025517225, -0.020054826512932777, 0.0526023805141449, -0.02800746075809002, 0.008220069110393524, -0.031601570546627045, -0.0051559326238930225, 0.006205112207680941, 0.027679892256855965, 0.03627661615610123, -0.007187261246144772, 0.0895766094326973, 0.0010454641887918115, -0.02490350231528282, -0.03529686853289604, -0.013691580854356289, -0.015442985109984875, -0.024716956540942192, -0.002147912746295333, -0.05530446395277977, -0.04810113087296486, -0.07044816017150879, -0.009171680547297001, 0.018005061894655228, -0.017294788733124733, -0.02909003011882305, 0.031797297298908234, 0.03900358825922012, -0.06003047898411751, 0.03662564978003502, -0.03896211087703705, 0.02206389792263508, -0.02316625975072384, -0.031215984374284744, 0.03153371438384056, 0.010699259117245674, -0.022154036909341812, 0.02770269103348255, 0.014465033076703548, -0.04746003821492195, 0.0011232284596189857, -0.003063421230763197, 0.02280997298657894, 0.021711934357881546, 0.015071754343807697, -0.013862970285117626 ]
[ -0.13527582585811615, 0.012475844472646713, -0.010530481114983559, -0.041024934500455856, 0.03859461471438408, -0.05245618894696236, -0.0019053088035434484, 0.05524430423974991, -0.017978230491280556, -0.013762114569544792, -0.007041424512863159, -0.029381968080997467, -0.01425781287252903, 0.002555218292400241, 0.08339793235063553, 0.004775916691869497, -0.019197575747966766, -0.024852709844708443, -0.0013175933854654431, -0.0019611925818026066, 0.018410712480545044, -0.018120571970939636, -0.0388079509139061, -0.034154538065195084, 0.022681089118123055, 0.06121344491839409, 0.043932147324085236, -0.025096338242292404, 0.01668713428080082, -0.21722453832626343, 0.004297336097806692, 0.012346036732196808, 0.04325052723288536, -0.03656225651502609, -0.007155038882046938, 0.03500061109662056, 0.009886357001960278, 0.019687989726662636, -0.030896224081516266, 0.027516905218362808, 0.018354613333940506, 0.052867382764816284, -0.04047879949212074, -0.05296231061220169, 0.01207711547613144, -0.010385588742792606, -0.015833422541618347, -0.03950253874063492, -0.015652643516659737, 0.0385478176176548, -0.05886918678879738, -0.014847774989902973, 0.013105143792927265, -0.06831362098455429, -0.007444995455443859, 0.009095044806599617, 0.02526562102138996, 0.08728301525115967, -0.005516515579074621, -0.0025008784141391516, 0.02280326373875141, -0.02653353102505207, -0.11631838232278824, 0.0756782665848732, 0.06674118340015411, 0.06458637863397598, 0.0070114945992827415, -0.020187081769108772, -0.02941339649260044, 0.09206978976726532, -0.006070851814001799, -0.028512444347143173, -0.03016160987317562, 0.07573050260543823, 0.012894274666905403, -0.01971818506717682, 0.005593629088252783, 0.021496549248695374, 0.03553453087806702, -0.049869585782289505, -0.038300078362226486, -0.03434601053595543, 0.0013766970951110125, -0.008520658127963543, -0.03125219792127609, 0.01565299555659294, -0.01802641898393631, 0.05543973296880722, 0.04663047567009926, 0.01432805135846138, 0.05298380181193352, -0.019733523949980736, 0.06879885494709015, -0.004270720295608044, -0.06268716603517532, 0.0094303572550416, 0.006389230024069548, 0.015765104442834854, -0.030436495319008827, 0.4252263009548187, -0.0640227347612381, -0.046711515635252, 0.06114591658115387, 0.025798602029681206, -0.0074744392186403275, 0.0036661976482719183, 0.012620835565030575, -0.02779184840619564, 0.0064895921386778355, -0.03146418556571007, -0.007615133188664913, -0.007430715020745993, 0.06519047170877457, -0.04902053251862526, 0.01032110583037138, 0.020528318360447884, 0.02007257007062435, 0.009067538194358349, -0.015092381276190281, 0.029905645176768303, 0.0020649831276386976, 0.007055146154016256, 0.015145999379456043, -0.0070437598042190075, 0.015167830511927605, -0.031952861696481705, -0.010641570203006268, 0.06803257018327713, 0.02621804177761078, 0.03300048038363457, 0.044363297522068024, -0.05712801218032837, -0.04899562895298004, 0.0180057305842638, -0.006758906878530979, 0.016412461176514626, 0.03341180086135864, -0.026964059099555016, 0.0013543214881792665, 0.018822219222784042, 0.009336640127003193, -0.0035866661928594112, 0.0353027880191803, -0.006486373487859964, -0.04516274482011795, 0.06782162934541702, -0.020421471446752548, -0.0458957701921463, 0.0011508879251778126, -0.04704751819372177, -0.0013815899146720767, 0.028145508840680122, -0.013898179866373539, -0.0722023993730545, 0.024220574647188187, 0.043556664139032364, 0.05756257474422455, 0.003154517151415348, -0.05285869166254997, -0.0087513979524374, -0.043009914457798004, -0.036836422979831696, -0.04183180630207062, 0.00736101483926177, 0.006303234025835991, -0.04850739240646362, -0.050140902400016785, 0.030376600101590157, 0.043774187564849854, -0.07313321530818939, -0.003125751856714487, 0.017613478004932404, -0.04641547426581383, -0.06011850759387016, 0.03441893309354782, -0.0376291386783123, 0.007868096232414246, 0.005020648241043091, 0.049194443970918655, 0.024970756843686104, 0.018426932394504547, 0.000018590317267808132, -0.03127173334360123, 0.012916842475533485, -0.007732495199888945, -0.07197614014148712, -0.05477522313594818, 0.013736169785261154, -0.01021584402769804, 0.008545619435608387, -0.008844303898513317, -0.03310671076178551, -0.05863654240965843, 0.05909227952361107, -0.007653807755559683, -0.030284788459539413, 0.043644774705171585, 0.0021971280220896006, -0.023309892043471336, -0.006287514232099056, 0.032471802085638046, 0.07480284571647644, -0.011239292100071907, 0.04849087446928024, -0.06540416926145554, 0.053690288215875626, 0.04821649566292763, -0.06769843399524689, 0.04913169890642166, 0.029404763132333755, -0.05877585709095001, -0.018906457349658012, 0.025967346504330635, 0.024969832971692085, -0.012324764393270016, -0.04022315517067909, -0.005207502283155918, 0.03734475001692772, 0.004183810669928789, 0.03084665909409523, -0.018492553383111954, 0.00041031924774870276, -0.0027327556163072586, -0.3358910083770752, -0.06568486243486404, -0.023196902126073837, -0.003284971695393324, 0.006801589857786894, -0.07169907540082932, 0.0041527533903717995, -0.016534170135855675, -0.021143848076462746, -0.00413507828488946, 0.0771569088101387, -0.020692380145192146, -0.0045873322524130344, -0.1356980949640274, 0.018360892310738564, 0.01530140545219183, -0.021131474524736404, -0.043386343866586685, -0.05356822907924652, 0.011008867993950844, 0.0010743655730038881, -0.006979768630117178, -0.01977391541004181, -0.05718494951725006, -0.00019068333494942635, -0.053668614476919174, 0.09127102792263031, -0.03163578361272812, 0.12836548686027527, -0.028495341539382935, 0.029676426202058792, 0.0009865452302619815, 0.033663757145404816, -0.07510598003864288, 0.008872599340975285, -0.005285204388201237, -0.026588814333081245, 0.006217509973794222, 0.06786356121301651, -0.051565006375312805, -0.03456960991024971, 0.00225216057151556, -0.062346313148736954, -0.04858463257551193, -0.04085131362080574, -0.0121073629707098, -0.02239604853093624, -0.048443786799907684, -0.018122689798474312, 0.07055746763944626, 0.00834330078214407, 0.017822403460741043, 0.024255627766251564, 0.0363953560590744, -0.010982289910316467, -0.029101405292749405, -0.06474164873361588, 0.009968860074877739, 0.02363426238298416, -0.0059109642170369625, 0.04571115970611572, 0.06667260080575943, 0.005961271468549967, -0.05752081051468849, -0.010260405018925667, 0.023890823125839233, 0.010326549410820007, -0.032177429646253586, 0.07142668962478638, 0.006480940151959658, -0.013302663341164589, 0.11697046458721161, -0.01141036581248045, -0.039309948682785034, 0.019420145079493523, 0.04609297215938568, -0.02204950712621212, 0.030705420300364494, 0.011595865711569786, -0.02297665737569332, 0.020126814022660255, -0.0042749689891934395, 0.06672033667564392, -0.039471160620450974, -0.020896824076771736, 0.033530496060848236, -0.012001028284430504, -0.009836818091571331, 0.03209126368165016, 0.008421715348958969, -0.04782833158969879, -0.006187559105455875, -0.00008222927135648206, -0.04984796792268753, 0.06831618398427963, 0.008124490268528461, -0.22570006549358368, 0.019360581412911415, 0.06357871741056442, 0.023008069023489952, -0.008570214733481407, 0.050725121051073074, 0.03265993297100067, -0.09186329692602158, -0.026235809549689293, -0.006931769195944071, 0.010054351761937141, 0.0359848216176033, 0.014919129200279713, -0.017360450699925423, 0.0683220848441124, -0.0002476835798006505, 0.04835238680243492, 0.002233315259218216, 0.03735452890396118, -0.00809893012046814, 0.022449538111686707, -0.01682489551603794, 0.17613361775875092, -0.003112386679276824, 0.04341839626431465, 0.007676137611269951, 0.026568762958049774, 0.034829914569854736, 0.07968923449516296, 0.008994176983833313, -0.006455789785832167, 0.01674552820622921, 0.05113625526428223, 0.025618838146328926, 0.023660778999328613, -0.0812796801328659, -0.05040137842297554, 0.020932544022798538, 0.036441996693611145, 0.0014174934476613998, 0.0012088093208149076, 0.013164523057639599, -0.01532008871436119, -0.0076669505797326565, 0.10035264492034912, 0.028148267418146133, -0.031039981171488762, -0.0349600575864315, -0.030300626531243324, 0.0021943049505352974, -0.04330088198184967, -0.028899366036057472, 0.009494291618466377, -0.008839542046189308, 0.00017867494898382574, 0.06718845665454865, 0.016141463071107864, 0.0013248029863461852, -0.04063503071665764, 0.0165180042386055, 0.0038323875050991774, -0.026560038328170776, 0.11295153945684433, 0.026211081072688103, 0.018233638256788254 ]
[ -0.0012903133174404502, 0.0018137895967811346, 0.0049026114866137505, -0.0005285374936647713, -0.01021918747574091, 0.0030510753858834505, 0.029392827302217484, 0.04560087248682976, -0.008194771595299244, -0.005253831390291452, -0.03174500912427902, -0.0013369860826060176, 0.02009732276201248, -0.004419089760631323, 0.01768290437757969, -0.028027668595314026, 0.009878578595817089, 0.016058146953582764, 0.023153265938162804, -0.0041419342160224915, -0.004704224411398172, 0.03224507346749306, 0.0028140139766037464, 0.0069380467757582664, 0.021555492654442787, -0.011567402631044388, 0.025082923471927643, -0.005146235693246126, 0.011926493607461452, -0.13147085905075073, -0.02937333844602108, -0.053693655878305435, -0.0011151935905218124, 0.003148328745737672, -0.0009144908399321139, -0.017019109800457954, 0.016532523557543755, -0.0037644426338374615, -0.009410758502781391, -0.015558538027107716, -0.013128169812262058, -0.010438285768032074, -0.0029249999206513166, -0.013888724148273468, -0.016091443598270416, -0.007185532245784998, -0.021733760833740234, -0.025876685976982117, -0.021483540534973145, -0.02754490077495575, -0.01332868356257677, 0.020445628091692924, -0.009015648625791073, -0.018313270062208176, 0.03606278821825981, -0.030088499188423157, 0.037414420396089554, 0.014048706740140915, -0.005357806570827961, 0.01591625064611435, -0.0015155208529904485, 0.03855176642537117, -0.030601631850004196, -0.03166470676660538, -0.016797151416540146, 0.011766903102397919, 0.01927191950380802, -0.002712721936404705, -0.003174010431393981, 0.01226838119328022, -0.024952495470643044, -0.025851242244243622, -0.03192136809229851, -0.003913684282451868, -0.007724354974925518, 0.00814893189817667, 0.030618775635957718, -0.008132866583764553, -0.005235899239778519, -0.004062290769070387, -0.05397528409957886, 0.04188311845064163, 0.014118016697466373, -0.006028269417583942, -0.000739424314815551, 0.013436296954751015, 0.004714373964816332, 0.0027891157660633326, 0.027883358299732208, 0.032738085836172104, -0.009604495950043201, 0.01695805788040161, -0.014145984314382076, 0.018948432058095932, -0.05766745284199715, 0.012196379713714123, 0.006921757943928242, -0.02482783980667591, 0.01621163822710514, 0.8502687811851501, -0.008493885397911072, 0.0537053681910038, 0.035690709948539734, 0.04281175881624222, -0.001790828537195921, -0.010738885961472988, 0.030270680785179138, -0.026011912152171135, -0.0008946947637014091, -0.09548724442720413, 0.005454702768474817, 0.0022406880743801594, 0.04335175082087517, 0.00311114639043808, -0.0016484723892062902, 0.020693959668278694, -0.014018581248819828, 0.003836157498881221, 0.0019386400235816836, 0.019299425184726715, 0.030548185110092163, -0.040359776467084885, -0.004749526269733906, 0.05434697866439819, 0.039983347058296204, -0.19667963683605194, -0.009584710001945496, -7.957489906108274e-33, 0.022120904177427292, -0.021506967023015022, -0.012460043653845787, 0.007165100891143084, 0.014457108452916145, 0.020206782966852188, 0.02015298418700695, -0.013567904941737652, -0.0009974632412195206, -0.029832081869244576, 0.0049711186438798904, -0.015958599746227264, 0.008398747071623802, -0.011751550249755383, 0.03946534916758537, -0.0016256727976724505, -0.015681639313697815, 0.04251157119870186, -0.03350610285997391, 0.02588881179690361, 0.03232314810156822, 0.012411444447934628, 0.0023046184796839952, -0.03419451788067818, 0.0025634823832660913, 0.03344535455107689, 0.0027191622648388147, 0.03971237316727638, 0.01873132959008217, -0.03828428313136101, -0.012954020872712135, -0.0014562004944309592, -0.009372361935675144, 0.026099907234311104, 0.007881443947553635, -0.0415404848754406, -0.009466590359807014, 0.020830275490880013, 0.00041072623571380973, -0.03603527322411537, -0.02817169576883316, 0.03413178026676178, -0.07109542191028595, -0.004400232341140509, -0.005734573118388653, -0.05474119633436203, 0.0028459457680583, 0.002506946213543415, 0.02258141152560711, -0.04282580316066742, 0.019242359325289726, 0.003492385149002075, 0.007603039499372244, -0.019552771002054214, 0.011013636365532875, 0.0062452321872115135, 0.0008395703043788671, 0.037178803235292435, 0.023947689682245255, 0.06626393646001816, 0.02217397466301918, -0.010946400463581085, -0.02913755178451538, 0.010217053815722466, 0.021819183602929115, -0.005408916622400284, 0.002351233037188649, -0.0013796252897009254, 0.02782404236495495, -0.04140619933605194, -0.04379788413643837, -0.04593874141573906, 0.008065192960202694, -0.008186230435967445, 0.0073151723481714725, 0.00619126670062542, 0.009040312841534615, 0.008283006958663464, -0.02421385794878006, 0.0011586649343371391, 0.03999463468790054, 0.006586956325918436, -0.06050756573677063, -0.037080224603414536, 0.01300535537302494, -0.00875709019601345, -0.00005599870564765297, -0.02001328207552433, -0.013096362352371216, 0.02053786627948284, 0.032699745148420334, -0.02339112013578415, 0.0186174213886261, -0.013619959354400635, -0.0067382389679551125, 8.192405105280416e-33, -0.0036316905170679092, -0.02075931616127491, -0.03652909770607948, 0.0020722439512610435, 0.004511705599725246, -0.03048946149647236, 0.03564760833978653, -0.014806035906076431, -0.0443531759083271, 0.043526433408260345, -0.037309832870960236, -0.005783893633633852, -0.022740134969353676, 0.05778729170560837, 0.022495446726679802, -0.01650180295109749, 0.06087694317102432, -0.029187235981225967, 0.014566016383469105, 0.018764380365610123, 0.01842210255563259, 0.009322967380285263, 0.011908240616321564, -0.004544487223029137, 0.0044269501231610775, 0.05262763053178787, -0.04049445316195488, 0.017661698162555695, -0.008682403713464737, -0.01875341683626175, -0.016161484643816948, -0.012813438661396503, -0.000040899900341173634, 0.0051564425230026245, -0.02666899561882019, 0.023971104994416237, 0.0093903923407197, -0.002552047139033675, -0.0019145947881042957, -0.010223384015262127, 0.034137338399887085, 0.0003243304672650993, 0.01394055224955082, 0.026396946981549263, 0.04784281924366951, 0.04375631734728813, 0.01316511258482933, -0.005602036137133837, -0.01797320693731308, 0.020536722615361214, 0.0026482080575078726, 0.010028908029198647, 0.020612230524420738, -0.0006963513442315161, -0.030636344105005264, -0.03197842091321945, 0.013595987111330032, 0.0013850296381860971, -0.022111307829618454, 0.004582311026751995, -0.01723901554942131, 0.010513984598219395, -0.01539282314479351, 0.007738588843494654, -0.02073557861149311, -0.009606588631868362, 0.009947647340595722, -0.009393439628183842, 0.00894291140139103, -0.03617067262530327, -0.005910548847168684, -0.008200214244425297, 0.0017723030177876353, 0.033823590725660324, 0.009273435920476913, 0.007971754297614098, -0.030859071761369705, -0.012126295827329159, -0.01075032539665699, 0.020548513159155846, 0.013833447359502316, -0.007197091355919838, -0.026744896546006203, -0.0051955548115074635, -0.0005901950062252581, 0.037787288427352905, -0.024695489555597305, 0.05422377586364746, 0.015486638061702251, -0.015611546114087105, 0.009795840829610825, -0.024348953738808632, -0.0006296469364315271, 0.015183843672275543, 0.01249644160270691, -1.3382407182405132e-8, -0.0062399497255682945, 0.000550470023881644, -0.009981202892959118, -0.010644238442182541, 0.022992132231593132, -0.0058906786143779755, 0.004285681061446667, -0.0009341680561192334, -0.029125267639756203, 0.016578640788793564, 0.031183933839201927, 0.004424956627190113, -0.010075511410832405, -0.007130630314350128, 0.04505942761898041, -0.03789404407143593, 0.00019754236564040184, -0.0052621555514633656, 0.016158893704414368, 0.014881395734846592, 0.044193532317876816, 0.030088890343904495, -0.014970674179494381, 0.03134850412607193, -0.011139539070427418, -0.009892973117530346, 0.03906400129199028, -0.08646181970834732, -0.01753113605082035, -0.013681185431778431, 0.031653642654418945, -0.01788872666656971, -0.025879811495542526, 0.018107030540704727, -0.02213692106306553, -0.044497858732938766, 0.006147116422653198, 0.040411610156297684, 0.02937653847038746, -0.01018348429352045, -0.0036542308516800404, -0.017332077026367188, -0.0035194584634155035, -0.02078288607299328, -0.023154262453317642, 0.032410476356744766, -0.0392850823700428, -0.027664439752697945, 0.0036522075533866882, -0.0661487802863121, 0.014454606920480728, -0.017289619892835617, 0.004047071095556021, 0.006801051087677479, -0.013874822296202183, 0.005876090843230486, 0.022174013778567314, -0.004353411495685577, -0.0034354187082499266, 0.012123418040573597, 0.010007659904658794, 0.03358035162091255, -0.00835102517157793, -0.030407560989260674 ]
coding-making-the-debugger-redundant
https://markhneedham.com/blog/2009/03/22/coding-making-the-debugger-redundant
false
2009-03-25 23:28:42
Coding: Isolate the data not just the endpoint
[ "coding", "integration" ]
[ "Coding" ]
One of the fairly standard ways of shielding our applications when integrating with other systems is to create a wrapper around it so that all interaction with it is in one place. As I mentioned in a previous post http://www.markhneedham.com/blog/2009/03/10/ddd-repository-not-only-for-databases/[we have been using the repository pattern] to achieve this in our code. One service which we needed to integrate lately provided data for populating data on drop downs on our UI so the service provided two pieces of data - a Value (which needed to be sent to another service when a certain option was selected) and a Label (which was the value for us to display on the screen). Our original approach was to pass both bits of the data through the system and we populated the dropdowns such that the value being passed back to the service would be the Value but the value shown to the user would be the Label. The option part of the drop down list would therefore look like this: [source,text] ---- <select> ... <option value="Value">Label</option> </select> ---- With the data flowing through our application like so: image::{{<siteurl>}}/uploads/2009/03/isolatedata-before1.gif[isolatedata_before.gif,487] Although this approach worked it made our code really complicated and we were actually passing Value around the code even though our application didn't care about it at all, only the service did. A neat re-design idea a couple of my colleagues came up with to was to only pass the Label through the application and then just do a mapping in the Repository from the Label \-> Value so we could send the correct value to the service. The code then became much simpler: image::{{<siteurl>}}/uploads/2009/03/isolatedata-after1.gif[isolatedata_after.gif,487] And we had isolated the bit of code that led to the complexity in the first place. The lesson here for me is that it's not enough merely to isolate the endpoint, we also need to think about which data our application actually needs and only pass through the data we actually use.
null
null
[ 0.006610407028347254, 0.009755360893905163, -0.0008773219888098538, 0.06649573892354965, 0.09442287683486938, -0.0032672667875885963, 0.026001030579209328, 0.01970946416258812, 0.017719844356179237, -0.02530267834663391, -0.022616460919380188, -0.02884835936129093, -0.0732395127415657, 0.016083000227808952, -0.002804338466376066, 0.07074714452028275, 0.08100620657205582, -0.010029107332229614, 0.021646618843078613, 0.012243698351085186, -0.007425182498991489, 0.07013455778360367, -0.01436031237244606, 0.04143327847123146, 0.031050344929099083, 0.027724092826247215, 0.009755706414580345, 0.0051590739749372005, -0.04651865363121033, -0.0016773910028859973, 0.0383768230676651, 0.010710618458688259, -0.009217439219355583, 0.002602608408778906, 0.011581107042729855, -0.02934703417122364, -0.03950973600149155, 0.028123293071985245, 0.004811996128410101, 0.0020695023704320192, -0.09511769562959671, 0.034224994480609894, -0.012753468006849289, -0.010728192515671253, -0.04710215702652931, -0.013981150463223457, -0.061034560203552246, 0.016220081597566605, -0.01298998761922121, -0.0026143984869122505, -0.05182471126317978, 0.02453797310590744, -0.03820405527949333, 0.02485307678580284, -0.001725392765365541, 0.03960518166422844, 0.024191847071051598, -0.060512904077768326, 0.020989568904042244, -0.04532705247402191, 0.0006686362321488559, -0.002736192662268877, 0.019542554393410683, 0.018184300512075424, 0.023908184841275215, -0.043071866035461426, -0.008352408185601234, 0.045851729810237885, -0.01839728094637394, -0.019637346267700195, 0.0067031849175691605, 0.005926876328885555, -0.008746219798922539, -0.027860619127750397, -0.0001040151619235985, -0.06112442538142204, -0.019834332168102264, 0.060169294476509094, 0.013937450014054775, 0.05267922207713127, -0.01699085161089897, 0.006713544018566608, -0.0018313293112441897, 0.014712531119585037, 0.009780879132449627, -0.06492184102535248, -0.03361273184418678, 0.01201353408396244, -0.052050862461328506, 0.050781093537807465, 0.025591986253857613, -0.042264729738235474, 0.02945762313902378, 0.014936019666492939, 0.004504252690821886, 0.008801886811852455, 0.020920762792229652, -0.011313517577946186, 0.001977419713512063, -0.011178622953593731, -0.042453985661268234, 0.000747842073906213, 0.023532601073384285, -0.014883260242640972, -0.08559349179267883, -0.024248816072940826, -0.046696633100509644, -0.030823029577732086, 0.003492828691378236, -0.0017542148707434535, -0.012951887212693691, 0.010416053235530853, -0.03227239102125168, -0.000634592492133379, -0.05920812860131264, 0.06637915223836899, 0.010304170660674572, -0.046474888920784, 0.007380254566669464, 0.030136315152049065, 0.05961594730615616, 0.003435230115428567, -0.026620367541909218, 0.05986974015831947, 0.023027904331684113, 0.0019485462689772248, -0.017054758965969086, 0.0366356298327446, -0.03199951723217964, -0.05731256306171417, -0.015652727335691452, 0.04211118444800377, -0.03147873282432556, -0.0078039392828941345, 0.008705615997314453, -0.029742296785116196, 0.003295832546427846, 0.0038928803987801075, 0.04460497200489044, 0.002650900511071086, -0.02361558936536312, -0.043881360441446304, -0.012914702296257019, -0.0030974061228334904, 0.011184684000909328, -0.003478903556242585, 0.028083737939596176, -0.028773315250873566, -0.040252696722745895, 0.024136696010828018, 0.02466987818479538, 0.03503095358610153, 0.05307312682271004, -0.026886336505413055, 0.006624892354011536, 0.08509815484285355, 0.027330467477440834, 0.024356283247470856, -0.004183352924883366, 0.03165973350405693, 0.04204974323511124, 0.02917473576962948, 0.015345773659646511, 0.031290967017412186, 0.032061364501714706, -0.0039912438951432705, -0.0057132430374622345, 0.040795303881168365, 0.003973247949033976, -0.012979271821677685, -0.07005085051059723, -0.047979291528463364, 0.06746755540370941, -0.044181182980537415, -0.001079949433915317, 0.05456072837114334, 0.06924551725387573, 0.035487886518239975, 0.033661458641290665, -0.006650655064731836, -0.07569267600774765, 0.012143316678702831, 0.013597579672932625, 0.015554402023553848, 0.010796924121677876, -0.0007080850191414356, 0.0678635835647583, 0.04189093038439751, -0.007569416426122189, 0.03972616791725159, -0.08510835468769073, -0.06819067150354385, -0.04907782003283501, -0.0007966847624629736, 0.05238557234406471, -0.0397828184068203, 0.00255349138751626, 0.07746793329715729, 0.024369146674871445, 0.03560233861207962, 0.04460224136710167, -0.005261932499706745, 0.006276407744735479, -0.03116578422486782, -0.03041800484061241, 0.016721272841095924, 0.03707652911543846, -0.006080831401050091, -0.031364556401968, 0.020030848681926727, -0.01815018057823181, 0.0061440360732376575, 0.027494262903928757, -0.028994079679250717, 0.03969685733318329, -0.0029102256521582603, 0.03639912232756615, -0.006636529229581356, 0.03639408200979233, -0.06728929281234741, 0.006324343383312225, 0.006598851643502712, -0.010385993868112564, 0.014267035759985447, 0.0005272135022096336, 0.11003075540065765, 0.06068869307637215, -0.007199062965810299, -0.022681739181280136, 0.03279322013258934, 0.011755571700632572, -0.05783100798726082, -0.0013343945611268282, -0.018329991027712822, 0.0010100679937750101, -0.0029710899107158184, -0.047014255076646805, -0.014307687990367413, 0.009756458923220634, -0.033058103173971176, 0.00151681003626436, 0.06350717693567276, -0.0225055068731308, 0.044346507638692856, 0.0039374264888465405, -0.01824350096285343, -0.021368015557527542, -0.05272173136472702, -0.049568235874176025, -0.0015149678802117705, 0.00875676516443491, -0.0015258906641975045, 0.034956131130456924, -0.007151242345571518, 0.000476015848107636, -0.02248753048479557, -0.02398930862545967, 0.016922051087021828, -0.006823270581662655, 0.06318116933107376, -0.010355024598538876, 0.0547686442732811, -0.017200235277414322, 0.04112130030989647, -0.012788317166268826, -0.03820124268531799, -0.022051287814974785, 0.024374675005674362, -0.0010244782315567136, 0.05174858868122101, 0.030220501124858856, -0.0013242100831121206, 0.012486958876252174, 0.0022165679838508368, -0.02089894376695156, -0.025816891342401505, 0.011022258549928665, 0.03187594562768936, -0.022247297689318657, -0.025243422016501427, -0.01806080900132656, 0.04127611592411995, -0.05443429946899414, -0.018288565799593925, 0.02657158114016056, -0.06520715355873108, 0.06523995846509933, -0.06996642798185349, -0.06949414312839508, -0.0034580694045871496, 0.05159149318933487, 0.030332565307617188, -0.009400387294590473, 0.025896478444337845, 0.07008469104766846, 0.0035742034669965506, 0.0019525295356288552, 0.031506139785051346, 0.015281671658158302, 0.03648710995912552, -0.00860083382576704, 0.013076716102659702, 0.07169517874717712, -0.01626892387866974, 0.0035972767509520054, -0.08081921935081482, 0.039326902478933334, 0.002783215371891856, -0.300944060087204, 0.0383833646774292, 0.0011233545374125242, -0.03866462782025337, 0.02721957303583622, -0.023538922891020775, 0.019333910197019577, -0.03894524648785591, -0.0029418994672596455, 0.02974182367324829, -0.005206726491451263, -0.06469416618347168, 0.008419844321906567, 0.020354153588414192, 0.002781763207167387, 0.03791392967104912, 0.04888291656970978, -0.03902372717857361, 0.016309259459376335, 0.03090260550379753, -0.011129976250231266, -0.05742747709155083, 0.015682954341173172, 0.056929584592580795, 0.012764657847583294, 0.031114762648940086, -0.062128957360982895, 0.03258974477648735, -0.031025154516100883, -0.011422877199947834, 0.031144680455327034, -0.010261839255690575, 0.009449724107980728, -0.02094719000160694, -0.014307135716080666, -0.029293997213244438, 0.03472094237804413, 0.031476981937885284, 0.003280199132859707, 0.03120608814060688, 0.00031207239953801036, -0.013594424352049828, 0.004064456094056368, 0.009308758191764355, 0.07370709627866745, -0.03280583396553993, -0.07099602371454239, 0.015093585476279259, -0.047985147684812546, 0.08510616421699524, -0.00831065233796835, -0.019359655678272247, -0.019385484978556633, 0.042414214462041855, -0.02863123081624508, -0.0038195797242224216, -0.025735046714544296, 0.0033384726848453283, -0.03668629378080368, -0.027121270075440407, -0.002311438787728548, -0.03941274806857109, -0.036905523389577866, -0.03475959599018097, -0.008947242051362991, -0.0559406653046608, -0.05300384387373924, 0.0024954783730208874, 0.0690169408917427, 0.04486050084233284, -0.039455596357584, 0.020245587453246117, 0.013016141019761562, -0.12186732888221741, 0.02578655444085598, -0.030789708718657494, -0.026603860780596733, -0.024126660078763962, -0.0009232370648533106, 0.04343774542212486, -0.008406907320022583, -0.03693582862615585, 0.04845524579286575, 0.01529887318611145, -0.00030629467801190913, -0.020854102447628975, 0.04585833474993706, 0.0019820977468043566, -0.016262222081422806, 0.004566665273159742, 0.08094021677970886, 0.008792956359684467, -0.010594997555017471, -0.02996641956269741, -0.011396565474569798, 0.02858370915055275, 0.007055687718093395, -0.010159673169255257, -0.01388456579297781, 0.02892482280731201, 0.030243197456002235, -0.04945883899927139, 0.024452127516269684, -0.02721315249800682, 0.02038601227104664, -0.03666916862130165, -0.05360661819577217, 0.0061001903377473354, -0.0035507865250110626, 0.02817915752530098, -0.0202482920140028, -0.03837496042251587, -0.010348356328904629, -0.08504650741815567, -0.044011253863573074, -0.019672077149152756, 0.005623046308755875, 0.015266569331288338, -0.00763150816783309, -0.04409221187233925, -0.040288638323545456, 0.020232580602169037, 0.045161280781030655, 0.0008295010775327682, -0.04210720211267471, -0.04867972433567047, -0.02654704451560974, 0.001151199801824987, 0.04051041603088379, 0.024193650111556053, 0.02771691046655178, 0.027962643653154373, -0.0022336512338370085, -0.04644276201725006, 0.011887769214808941, -0.014074411243200302, -0.01702580787241459, -0.01621483638882637, -0.01758669875562191, -0.008016479201614857, 0.004915755242109299, 0.0152693847194314, 0.01441935170441866, 0.01679593324661255, 0.04824758693575859, -0.00972967129200697, 0.05305011570453644, 0.003332598600536585, 0.025858046486973763, -0.011124435812234879, -0.00016516124014742672, -0.09676264226436615, 0.005720015149563551, -0.036985304206609726, -0.03337695449590683, -0.032918304204940796, 0.038259200751781464, -0.020755736157298088, -0.02214914560317993, -0.03680812940001488, 0.00094223563792184, -0.07330598682165146, -0.06066819652915001, -0.013241006061434746, -0.012288501486182213, 0.07807175815105438, -0.026908980682492256, -0.0014466671273112297, -0.009251310490071774, -0.04776490107178688, 0.011724350973963737, 0.015879657119512558, -0.021546557545661926, 0.022460537031292915, 0.016198506578803062, -0.0072692218236625195, -0.030632033944129944, 0.00014176007243804634, 0.047779250890016556, 0.021133748814463615, 0.041149966418743134, -0.02362888678908348, 0.0193727295845747, 0.009726245887577534, 0.05579080805182457, 0.01719888485968113, -0.0016021211631596088, 0.018736310303211212, -0.015819445252418518, -0.0045807925052940845, -0.043887823820114136, -0.01628994010388851, -0.02788395993411541, 0.005093645304441452, -0.027539808303117752, -0.056150179356336594, 0.03595564141869545, 0.012722722254693508, 0.011442961171269417, 0.03566216304898262, -0.004045999608933926, 0.032563257962465286, -0.030399532988667488, 0.05354592949151993, 0.03974894434213638, -0.051417287439107895, 0.029673460870981216, 0.03284906968474388, 0.009576445445418358, 0.007328139618039131, 0.00831214152276516, -0.0384080596268177, -0.04236558452248573, -0.03929167240858078, 0.004539818502962589, -0.03431462496519089, -0.047141529619693756, -0.018650969490408897, 0.014587494544684887, 0.021005839109420776, -0.0013492703437805176, -0.0031307232566177845, -0.0054610068909823895, -0.003468485316261649, -0.01716926507651806, 0.030103709548711777, -0.006190379150211811, -0.021135294809937477, -0.012614396400749683, -0.02083914913237095, -0.004649875685572624, -0.02411145344376564, 0.02145213633775711, 0.0017109251348301768, -0.02610340155661106, -0.013084907084703445, -0.03116564266383648, 0.002420689444988966, 0.002277512801811099, 0.053329888731241226, -0.015423725359141827, -0.02330623008310795, -0.023346271365880966, -0.010245687328279018, -0.030362645164132118, 0.011359821073710918, -0.015578185208141804, -0.0007030772394500673, 0.006020209286361933, 0.04089746251702309, 0.02328323759138584, 0.0009567504748702049, -0.012179579585790634, -0.03514378145337105, 0.058749064803123474, -0.07606472074985504, -0.027979718521237373, -0.03079427033662796, -0.056834880262613297, -0.0017046219436451793, 0.02625477872788906, 0.03043181635439396, -0.02229650877416134, 0.03301307559013367, 0.04610971733927727, 0.0027431470807641745, 0.06157982349395752, 0.004995432216674089, 0.048778995871543884, -0.0506119541823864, 0.01240813173353672, -0.06467544287443161, 0.02327914908528328, 0.040951620787382126, 0.010491612367331982, -0.025612277910113335, -0.0000811341087683104, -0.054047591984272, 0.05269138142466545, -0.06737063080072403, -0.03860360011458397, 0.03686296194791794, 0.009228506125509739, -0.002664408413693309, 0.003994248807430267, -0.07162605226039886, 0.014780517667531967, 0.03936497122049332, -0.04705406725406647, -0.025055715814232826, -0.02307557873427868, 0.05903267115354538, 0.009216723032295704, 0.03204004839062691, -0.04062444716691971, -0.006989495828747749, 0.07294612377882004, -0.011255891062319279, 0.008951874449849129, 0.047951698303222656, -0.014367625117301941, 0.024203721433877945, 0.027439767494797707, -0.02476385235786438, 0.003153112018480897, 0.01293225772678852, 0.017899828031659126, -0.06014939397573471, 0.009515856392681599, 0.018264593556523323, -0.00614620465785265, -0.04892626404762268, 0.08265526592731476, 0.011940590105950832, -0.03801459074020386, -0.06734845042228699, 0.03566140681505203, -0.032692477107048035, -0.0017794293817132711, -0.007888110354542732, -0.014873424544930458, -0.015597796998918056, 0.05111785605549812, 0.0037410249933600426, 0.0009937421418726444, 0.0652879849076271, 0.02626008912920952, -0.008426425978541374, -0.02924264408648014, 0.0655701756477356, 0.08602524548768997, 0.04948946833610535, 0.010843826457858086, 0.041836533695459366, -0.004648069851100445, -0.048179492354393005, 0.02168942801654339, -0.02607104554772377, -0.04292989894747734, -0.026341941207647324, -0.023032765835523605, 0.06294237077236176, -0.014864218421280384, 0.0606086365878582, -0.017451882362365723, -0.01036234200000763, 0.008483312092721462, 0.02068844623863697, 0.006830109283328056, 0.021236669272184372, 0.005153448786586523, 0.02373100072145462, 0.0013102118391543627, -0.03169219568371773, 0.018690872937440872, -0.03073861077427864, -0.018312765285372734, 0.007262177765369415, -0.012361768633127213, 0.007723405957221985, -0.0072503057308495045, 0.031760379672050476, 0.08285000920295715, -0.03059997782111168, -0.0029272360261529684, -0.005976715590804815, 0.03620894253253937, -0.017223205417394638, 0.025706321001052856, 0.0011819943320006132, -0.0329790897667408, -0.00462521705776453, -0.009842418134212494, -0.013648801483213902, -0.007489629555493593, -0.016205675899982452, 0.05900278687477112, -0.017281824722886086, 0.002425231970846653, 0.028809191659092903, -0.004299549851566553, -0.032983746379613876, -0.04376359283924103, -0.06455808132886887, -0.03202483430504799, -0.06667546927928925, -0.041781529784202576, 0.03355783596634865, 0.006137392483651638, -0.03979139029979706, -0.021885333582758904, -0.016578687354922295, -0.020702188834547997, 0.03585171699523926, -0.035802166908979416, -0.013883472420275211, 0.032610129565000534, 0.005626222584396601, 0.04567987099289894, 0.01405374612659216, 0.04148773103952408, 0.0018659729976207018, -0.022486718371510506, -0.04850802198052406, -0.0013124925317242742, 0.05390595644712448, 0.016475152224302292, -0.00023015402257442474, -0.07688973844051361, 0.026787079870700836, 0.01248511578887701, -0.015319752506911755, -0.06547339260578156, 0.027328215539455414, -0.00517547782510519, -0.025007354095578194, 0.050260044634342194, -0.041816554963588715, -0.014042341150343418, -0.02954290248453617, -0.022816462442278862, -0.010353442281484604, 0.03189094737172127, 0.048224519938230515, -0.022060194984078407, 0.08124995231628418, 0.05461912602186203, 0.000768347701523453, -0.05446271225810051, -0.00899908784776926, 0.014573220163583755, 0.0011841278756037354, -0.008737364783883095, -0.053559403866529465, -0.0536462739109993, -0.06748398393392563, -0.02868742123246193, 0.04207678139209747, -0.04628276452422142, -0.048413608223199844, 0.0037197440396994352, 0.051813095808029175, -0.042919691652059555, -0.008782139047980309, -0.03169265016913414, 0.025697439908981323, -0.021287528797984123, -0.018015332520008087, -0.015800967812538147, 0.05187072232365608, -0.003720375243574381, -0.004989716224372387, 0.04099264368414879, -0.05140374228358269, 0.0006229812861420214, -0.013599999248981476, 0.04339814931154251, 0.056121114641427994, -0.007196071092039347, 0.055681586265563965 ]
[ -0.083522729575634, -0.009684538468718529, -0.04433745890855789, -0.059680309146642685, 0.07783069461584091, -0.05482849106192589, -0.0006372245261445642, 0.004475059919059277, -0.014204752631485462, -0.022619392722845078, -0.011523553170263767, 0.00752102117985487, 0.014607519842684269, -0.03079432249069214, 0.08653757721185684, 0.0017093733185902238, -0.015289886854588985, -0.045663345605134964, 0.018221568316221237, 0.031172310933470726, 0.0039688777178525925, -0.016445843502879143, -0.07003331929445267, -0.027752643451094627, -0.005148784257471561, 0.03258960321545601, 0.026375742629170418, -0.06570702791213989, 0.006864205934107304, -0.1989278495311737, 0.017331652343273163, 0.001952184597030282, -0.007760391570627689, -0.013967400416731834, 0.03077704645693302, 0.06101381406188011, 0.05398929864168167, 0.012231020256876945, -0.005749178119003773, 0.04748397693037987, 0.006568663753569126, 0.016988376155495644, -0.04204300045967102, -0.02490105666220188, 0.00752879586070776, -0.013227812945842743, -0.02109161950647831, -0.053122378885746, -0.015770873054862022, 0.013319476507604122, -0.017226936295628548, 0.053611449897289276, -0.053851816803216934, 0.01845432259142399, -0.04243331402540207, 0.03574107214808464, 0.056887656450271606, 0.06606584787368774, -0.02465088479220867, 0.0329524464905262, 0.010192317888140678, -0.012524046003818512, -0.11925890296697617, 0.08771882206201553, 0.05609738826751709, 0.04529358819127083, -0.030481593683362007, -0.010789292864501476, -0.0004711617366410792, 0.0689360648393631, -0.010992435738444328, -0.02230772376060486, -0.04163861647248268, 0.041457854211330414, 0.028667205944657326, -0.01902097836136818, 0.004921233281493187, 0.019583655521273613, 0.019365184009075165, -0.06787557154893875, -0.01949300430715084, 0.01550178974866867, -0.008615595288574696, 0.023986760526895523, -0.04380912333726883, 0.01922360248863697, 0.00006346416921587661, 0.03400472179055214, 0.023642146959900856, 0.020628929138183594, 0.05773220956325531, -0.007562356535345316, 0.0669107586145401, -0.004393320064991713, -0.07498496025800705, -0.006265744101256132, -0.0009377804235555232, 0.01566888391971588, -0.015657344833016396, 0.43463557958602905, -0.012095937505364418, -0.023083271458745003, 0.026309646666049957, 0.02014264464378357, 0.003867971245199442, 0.014110351912677288, 0.006282620131969452, -0.04773503169417381, 0.026860494166612625, -0.010493461042642593, 0.024139543995261192, 0.006127799861133099, 0.024716148152947426, -0.05415993928909302, 0.016977805644273758, -0.004386764019727707, -0.0335281603038311, 0.0034791852813214064, -0.02007426507771015, 0.001721976208500564, -0.022958893328905106, 0.007909239269793034, 0.042434368282556534, 0.030852045863866806, -0.003402699949219823, -0.007601249031722546, 0.04115722328424454, 0.03493562713265419, 0.036801666021347046, 0.016366900876164436, 0.05196072906255722, -0.055555421859025955, -0.08147498965263367, -0.0020361552014946938, 0.003319512354210019, 0.005159296561032534, 0.04238692671060562, -0.005128717515617609, -0.011929442174732685, 0.04729756712913513, -0.00930139422416687, 0.022555194795131683, 0.022936126217246056, -0.025027232244610786, -0.06589077413082123, 0.13358215987682343, 0.013270815834403038, -0.007661981042474508, -0.041856203228235245, -0.049676984548568726, 0.009719553403556347, 0.05123015493154526, -0.007157014217227697, -0.03154556453227997, -0.00009583670180290937, 0.025661651045084, 0.056935809552669525, -0.003625396639108658, -0.03831993415951729, 0.0015519509324803948, -0.0007749819778837264, -0.04912370443344116, -0.03906242549419403, 0.07000251859426498, 0.025845816358923912, -0.11774709075689316, -0.002826133742928505, 0.02514583244919777, 0.03207654878497124, -0.04710216820240021, -0.011315002106130123, 0.00029922722023911774, 0.0012501081218943, -0.04987698420882225, 0.052373629063367844, -0.03502783924341202, -0.02723051607608795, 0.01944107934832573, 0.028712930157780647, -0.009768305346369743, -0.02410215139389038, -0.01263504009693861, -0.03258005902171135, -0.009998701512813568, -0.036945316940546036, -0.08939651399850845, -0.06989631801843643, 0.01779947616159916, -0.0354606993496418, -0.0044241854920983315, -0.022915666922926903, -0.022508567199110985, -0.0825195387005806, 0.055686283856630325, -0.02375015988945961, -0.033103808760643005, 0.026515880599617958, 0.007313109934329987, -0.011346838437020779, -0.013747507706284523, -0.0035510025918483734, 0.049084313213825226, -0.033270493149757385, 0.04652829468250275, -0.03907586261630058, 0.041449595242738724, 0.04302374646067619, -0.031233852729201317, 0.06282159686088562, 0.014583611860871315, -0.00611426867544651, 0.019764311611652374, 0.028692610561847687, 0.03718878701329231, 0.007636744063347578, -0.0029538250528275967, 0.002461474621668458, 0.035149428993463516, 0.021523354575037956, 0.019561458379030228, -0.01181983482092619, -0.02348504588007927, 0.003342268755659461, -0.3702433407306671, -0.05150391161441803, -0.03884540870785713, 0.0014101008418947458, -0.005312690511345863, -0.04454752057790756, 0.040275830775499344, -0.021719753742218018, -0.04893244802951813, 0.029821578413248062, 0.11888782680034637, -0.00561760226264596, -0.013661797158420086, -0.0729728490114212, -0.01534182671457529, -0.0025939480401575565, -0.012410083785653114, -0.027566932141780853, -0.059410594403743744, -0.027124576270580292, 0.0006028658826835454, -0.023242805153131485, 0.02834700234234333, -0.047549884766340256, -0.00811914261430502, -0.025370316579937935, 0.11093702167272568, -0.029570957645773888, 0.09135697036981583, -0.017531804740428925, 0.04280318692326546, 0.01237897016108036, 0.008396194316446781, -0.09087245166301727, -0.00025959560298360884, -0.04019537940621376, -0.019815078005194664, 0.035172395408153534, 0.01010960340499878, -0.048258595168590546, -0.05634612590074539, 0.008767246268689632, -0.03945067524909973, -0.07367966324090958, 0.018734419718384743, -0.00339719420298934, -0.036786098033189774, -0.04086826369166374, -0.02913329005241394, 0.0694781243801117, -0.00650014216080308, -0.01821231283247471, 0.012500528246164322, 0.03160064294934273, 0.010645176284015179, -0.0021233458537608385, -0.04757971689105034, 0.009750395081937313, 0.024247780442237854, -0.012387060560286045, 0.0010169117012992501, 0.05460478365421295, 0.02411026880145073, -0.0561295822262764, -0.012533922679722309, 0.002218727022409439, 0.015295758843421936, 0.018638933077454567, 0.05009550601243973, -0.05244545266032219, -0.015152756124734879, 0.1134016364812851, -0.025001876056194305, 0.0010189305758103728, 0.03701779991388321, 0.054412275552749634, -0.0539422407746315, 0.007048667874187231, -0.015334323048591614, 0.006943966262042522, 0.021649664267897606, 0.012896894477307796, 0.036429036408662796, -0.01965855062007904, -0.0044280653819441795, 0.057665832340717316, -0.002483046380802989, -0.03548131138086319, 0.03151371702551842, -0.00916021317243576, -0.017925962805747986, -0.03983994945883751, -0.025909338146448135, -0.0778515562415123, 0.06890200823545456, -0.015691066160798073, -0.26995372772216797, 0.024127217009663582, 0.04551980271935463, 0.0417514406144619, -0.005427346099168062, 0.028765428811311722, 0.0821777880191803, -0.016815166920423508, -0.006664004176855087, 0.01859678141772747, 0.006534872110933065, 0.023905126377940178, 0.0010898587061092257, -0.02879711240530014, 0.04847029596567154, 0.017030229791998863, 0.061389267444610596, 0.005586712621152401, -0.017905086278915405, -0.021196501329541206, 0.013827529735863209, -0.03227363899350166, 0.155271515250206, 0.01452516857534647, 0.001448141410946846, 0.027725620195269585, 0.005465182475745678, 0.04363036900758743, 0.07207325845956802, 0.050223156809806824, -0.009748224169015884, 0.0009436100372113287, 0.04301396757364273, -0.017878225073218346, 0.013053315691649914, -0.06558825075626373, 0.007155038416385651, 0.03576105460524559, 0.029361849650740623, -0.004073868505656719, -0.007659342605620623, 0.0001690189092187211, -0.04743269085884094, 0.031980447471141815, 0.06412571668624878, 0.0021468058694154024, 0.0039244480431079865, -0.01513333898037672, -0.027845263481140137, -0.004578253719955683, -0.022027958184480667, -0.04227658733725548, -0.00944611243903637, -0.023285826668143272, 0.028705529868602753, 0.06012361869215965, -0.007613759022206068, 0.0006984896608628333, -0.01709902659058571, 0.013098866678774357, 0.0330379381775856, -0.031634144484996796, 0.09015735983848572, 0.018534883856773376, 0.03620234504342079 ]
[ -0.03468529134988785, 0.003676222637295723, -0.006918554659932852, 0.0332053080201149, 0.011641338467597961, -0.018642650917172432, 0.051982663571834564, 0.02693234756588936, -0.015839453786611557, -0.017426082864403725, 0.013278443366289139, -0.006844967138022184, 0.026151198893785477, -0.011034486815333366, 0.042299266904592514, 0.02339187078177929, 0.04432627186179161, -0.020467771217226982, 0.02988489158451557, -0.009031553752720356, -0.0499572679400444, 0.02056400291621685, 0.013162626884877682, 0.010732831433415413, 0.01224976684898138, 0.030583351850509644, -0.022370973601937294, -0.017438601702451706, 0.028712429106235504, -0.1428661048412323, 0.0014205510960891843, -0.040841829031705856, -0.03668937459588051, 0.014249310828745365, 0.00006047505667083897, 0.018441826105117798, 0.004925560671836138, 0.026948589831590652, -0.008846733719110489, 0.022631309926509857, 0.013325954787433147, -0.008804547600448132, 0.009737540036439896, 0.010566744022071362, -0.015518264845013618, -0.04254966229200363, -0.006207017228007317, -0.03286697342991829, -0.011336644180119038, -0.017962047830224037, -0.020219169557094574, -0.014716205187141895, 0.00028375431429594755, 0.025392083451151848, -0.006544583011418581, -0.047577038407325745, 0.016024675220251083, -0.0010640952968969941, -0.027987008914351463, 0.032831769436597824, 0.0012658699415624142, 0.009000986814498901, -0.03329352289438248, -0.02168811857700348, 0.008194119669497013, -0.006178078707307577, -0.007682622876018286, -0.016969747841358185, 0.016446996480226517, -0.030639812350273132, 0.015078198164701462, 0.017689788714051247, -0.03531118854880333, -0.02308226376771927, -0.022099694237113, -0.022806836292147636, 0.0037361339200288057, -0.0009563165949657559, -0.0023123780265450478, -0.018452612683176994, 0.019584760069847107, 0.024576637893915176, -0.007250342983752489, 0.04199827462434769, -0.01844232715666294, -0.0013601562241092324, 0.009384369477629662, 0.021889163181185722, 0.012528624385595322, -0.007619152776896954, 0.013854479417204857, 0.02438434027135372, 0.022476572543382645, 0.012322735972702503, -0.0584878996014595, -0.003088707337155938, -0.014065781608223915, -0.034809838980436325, -0.014700603671371937, 0.8540142178535461, 0.02487623319029808, -0.011761411093175411, 0.030324527993798256, 0.00815337523818016, 0.02748911827802658, -0.049252476543188095, 0.014588135294616222, 0.005183955654501915, -0.017109060660004616, 0.017249155789613724, 0.030117137357592583, 0.019011782482266426, 0.020043056458234787, 0.04842517152428627, 0.0050154742784798145, 0.015952900052070618, 0.035376131534576416, -0.025483235716819763, -0.024677786976099014, -0.02159058302640915, 0.0029005000833421946, 0.004997980315238237, -0.015737241134047508, 0.002975961659103632, 0.00550982216373086, -0.16985435783863068, 0.013916941359639168, -7.7327390596509e-33, 0.04212329536676407, -0.042118337005376816, 0.03807466849684715, 0.0010021539637818933, 0.025999849662184715, -0.00858557689934969, -0.02697867900133133, 0.0003220922953914851, 0.003640864510089159, 0.005296552088111639, -0.00769097451120615, -0.024462344124913216, -0.002817068714648485, -0.0077444580383598804, 0.01856142096221447, -0.010384905152022839, -0.01727175898849964, 0.05449803173542023, 0.008277504704892635, 0.004505282733589411, 0.004454257432371378, 0.030270887538790703, -0.019350821152329445, -0.016133736819028854, 0.03867707774043083, 0.036300934851169586, -0.021059107035398483, 0.025249000638723373, 0.030212070792913437, -0.05626799166202545, -0.0011590541107580066, -0.0174165777862072, 0.021962637081742287, 0.022935569286346436, -0.006612058263272047, -0.045871175825595856, -0.016360826790332794, 0.011626753024756908, -0.041109755635261536, -0.01911012828350067, -0.0016203136183321476, 0.01612105593085289, -0.054005421698093414, 0.009880139492452145, 0.0030215922743082047, -0.0065093678422272205, 0.0021334264893084764, -0.004969574976712465, 0.011508497409522533, -0.011140319518744946, 0.02718064747750759, 0.009470880962908268, -0.038733284920454025, -0.021023469045758247, -0.024529708549380302, 0.034218087792396545, -0.041121382266283035, -0.0036111234221607447, 0.018609004095196724, 0.010187165811657906, 0.009275159798562527, -0.023928634822368622, 0.0012066924246028066, 0.011605309322476387, -0.008047561161220074, 0.004913419019430876, 0.009159374982118607, -0.01783123053610325, 0.04084942489862442, 0.018036819994449615, -0.06711990386247635, -0.0020538424141705036, -0.0015551322139799595, -0.029060538858175278, 0.031732842326164246, -0.02766628935933113, 0.007708890829235315, -0.004105828702449799, 0.015213080681860447, 0.03585866466164589, 0.0008110649650916457, -0.04561001434922218, -0.025753850117325783, 0.033885009586811066, -0.020438332110643387, 0.03248205780982971, 0.0164398904889822, 0.014118569903075695, -0.03768249601125717, 0.019490065053105354, 0.02890201285481453, 0.04799121245741844, 0.004262698348611593, -0.03284505009651184, 0.0051849824376404285, 7.95974024310613e-33, -0.007666668388992548, -0.018952637910842896, -0.004771301057189703, 0.0023667847272008657, 0.017155399546027184, -0.03050789050757885, 0.025122711434960365, 0.04231370985507965, -0.023986252024769783, 0.0408051572740078, -0.00006096627112128772, 0.05750260502099991, -0.03274788334965706, 0.0322771817445755, 0.030289743095636368, -0.013577884994447231, 0.017701704055070877, -0.002957775490358472, 0.011906239204108715, 0.03124159760773182, 0.010650312528014183, 0.02543538063764572, 0.01347424741834402, -0.006377944257110357, 0.03247714042663574, 0.054281774908304214, -0.02306593582034111, 0.00490982411429286, 0.022511083632707596, -0.021089041605591774, -0.008810929022729397, -0.037338078022003174, 0.026061126962304115, -0.07012739777565002, -0.029276374727487564, 0.0113943787291646, -0.0025372207164764404, 0.0017280668253079057, -0.00882217101752758, 0.019764002412557602, -0.031951215118169785, -0.017513735219836235, -0.02329699881374836, 0.025846393778920174, -0.0032258133869618177, -0.028251424431800842, -0.02321355789899826, -0.005756236147135496, 0.0005674173589795828, -0.013284793123602867, -0.004687448497861624, 0.004403840284794569, 0.0019156633643433452, 0.02070009335875511, 0.005617823917418718, -0.021099312230944633, -0.01875549741089344, 0.03137494996190071, -0.000633535732049495, 0.020160673186182976, -0.007170278113335371, -0.002449369989335537, -0.020437628030776978, -0.013645886443555355, -0.019342096522450447, 0.023767681792378426, -0.026531921699643135, -0.02135227806866169, -0.04040932655334473, -0.04047293961048126, 0.014990962110459805, 0.000032652998925186694, 0.00624775979667902, 0.01672212779521942, 0.06255792826414108, -0.04903041571378708, -0.01904551312327385, 0.00789284985512495, 0.016237368807196617, 0.03322042524814606, 0.009802861139178276, -0.008612029254436493, -0.004429847467690706, -0.013397925533354282, -0.02561773546040058, -0.02118723839521408, -0.011535989120602608, 0.005712936632335186, 0.016004372388124466, -0.021560456603765488, -0.022158386185765266, -0.024094590917229652, -0.03257187455892563, 0.02577046863734722, -0.001749351155012846, -1.3192217096502645e-8, -0.023815738037228584, 0.013147709891200066, -0.011010853573679924, 0.01122148148715496, 0.01605892740190029, 0.0009193431469611824, -0.038630783557891846, -0.01185158733278513, 0.017020219936966896, 0.024087559431791306, 0.022917620837688446, 0.014285465702414513, 0.00038956161006353796, 0.04207984730601311, 0.004201965406537056, -0.058080729097127914, 0.01933012716472149, -0.048373784869909286, 0.029774311929941177, 0.02553645148873329, -0.015354842878878117, 0.019715750589966774, -0.0303795263171196, -0.028369419276714325, 0.015434728935360909, 0.007132099475711584, 0.009480834938585758, -0.057407643646001816, 0.024918019771575928, 0.025962911546230316, 0.04855072498321533, -0.007317661307752132, -0.023336496204137802, 0.02871207520365715, -0.029130056500434875, -0.014441524632275105, 0.009676072746515274, 0.002111546229571104, 0.03447650000452995, 0.013958828523755074, -0.0016782633028924465, -0.027140945196151733, 0.0019859562162309885, -0.01897316798567772, -0.024234890937805176, 0.026960255578160286, 0.015714840963482857, 0.03878605365753174, 0.008219300769269466, -0.0005972072249278426, 0.008330488577485085, -0.029537435621023178, 0.008316484279930592, 0.0006871281075291336, 0.02098611369729042, -0.017449913546442986, 0.04718898981809616, -0.031162070110440254, -0.03109882026910782, 0.026166412979364395, 0.02292531356215477, -0.012137788347899914, -0.013796958141028881, -0.018510054796934128 ]
coding-isolate-the-data-not-just-the-endpoint
https://markhneedham.com/blog/2009/03/25/coding-isolate-the-data-not-just-the-endpoint
false
2009-03-25 00:36:09
QTB: Lean Times Require Lean Thinking
[ "thoughtworks", "lean", "qtb" ]
[ "Software Development", "OOP", "QTB" ]
I went to watch the latest http://www.thoughtworks.com/what-we-say/events/tech-briefing_au.html[ThoughtWorks Quarterly Technology Briefing] on Tuesday, which was presented by my colleague http://jchyip.blogspot.com/[Jason Yip] and Paul Heaton, titled 'http://www.thoughtworks.com/pdfs/aus-qtb-mar09.pdf[Lean Times Require Lean Thinking]' I've been reading http://www.markhneedham.com/blog/2009/03/21/lean-thinking-book-review/[quite] http://www.markhneedham.com/blog/2008/12/20/lean-software-development-book-review/[a] http://www.markhneedham.com/blog/2008/12/09/taiichi-ohnos-workplace-management-book-review/[bit] http://www.markhneedham.com/blog/2008/11/19/the-toyota-way-book-review/[of lean related material] lately but I thought it would be interesting to hear about it directly from the perspective of two people who have been involved with applying the concepts in organisations. == What did I learn? * It was pointed out that *lean thinking is particularly relevant at the moment with the global financial crisis* requiring organisations to come up with more effective ways of operating with little cash at their disposal. Toyota of course derived the Toyota Production System when they were in big trouble and needed to find a way out of their own financial crisis in the 1950s. * *Lean is not just about manufacturing*, it is being applied in many other industries as well. Paul pointed out that KMT are introducing it to the service side of many organisations. I think it is a different challenge introducing it into software development and while the http://www.poppendieck.com/[Poppendiecks] have written some excellent material on lean software development, there is still more for us to learn about how to do this successfully. * Although I've read quite a bit of material about lean I've never been convinced with the normal definition that I hear of lean in that 'it's about reducing waste' but I didn't have a better definition until Jason came up with '*it's about engaging everyone to solve problems*'. It does still feel a bit generic but I like it better than the other definition. * The most interesting part of the presentation for me was when Jason spoke about the http://www.leanmap.com/index.php?categoryid=74[different types of waste in lean] in terms of software development: ** Extra features (Over Production) ** Delays (Wait and Queue) e.g. waiting for business sign off of stories ** Hand-Offs (Internal Transport) e.g. passing work onto someone else ** Re-learning (Over Processing) e.g. the same problems coming back when we have already previously learn about them. The first time we find a problem that counts as learning. ** Partially done work (Inventory) - e.g. work requiring late integration which hasn't been done yet. At an extreme I think this could be taken to mean any work which isn't in production since it is only when we put something into production that the value from it is realised. ** Task switching (Motion) - e.g. doing several projects at the same time. Here we end up with the problem that all of these projects are delivered late. Jason pointed out that *just because people are busy doesn't necessarily mean they are adding value*. ** Defects ** Unused Employee Creativity + The book 'http://www.amazon.co.uk/Learning-See-Eliminate-Enterprise-Institute/dp/0966784308/ref=sr_1_1?ie=UTF8&s=books&qid=1237903599&sr=8-1[Learning to See]' was suggested as a particularly useful one for learning how to identify waste. * There was mention of *set based concurrent engineering* which http://bradfordcross.blogspot.com/2009/03/set-based-triangulation-and.html[Brad Cross has an excellent post about]. The idea is that when there is doubt about the best solution to a problem we pursue several different options at the same time before deciding on the best option at the last responsible moment. * Jason spoke about the difference between *authority focus and responsibility focus*, the latter being a more lean approach where we focus on 'What is the right thing to do?' and 'How can I help?' rather than the far more common approach I have noticed of 'Whose job is this?' and 'Not my problem'. If we can get the responsibility focus going then suddenly the working environment becomes much more pleasant. Related to this I quite liked Liz Keogh's recent post where she talks about http://lizkeogh.com/2009/01/16/whos-the-best-person-to-fix-this/[rephrasing the language we use when talking about problems to avoid the blame culture]. * Value streaming was also mentioned with relation to how our goal is to *find added value for our customer* and that most organisations only achieve around 20% of value added activity in their value streams. A comment which really stood out for me was how '*no problem is a problem*' in lean thinking. People like to hear good news and you can often be referred to as being negative when you point out problems. In lean we recognise there are going to be problems and get these raised and sorted out as soon as possible.
null
null
[ 0.04917412996292114, -0.007313900161534548, -0.00952207949012518, 0.049135517328977585, 0.08894896507263184, 0.038872864097356796, 0.002237769542261958, 0.06082594394683838, 0.027989590540528297, -0.00509121036157012, -0.02610599994659424, 0.0034266654402017593, -0.03356607258319855, 0.019836891442537308, -0.03395983576774597, 0.07059178501367569, 0.05494355782866478, 0.013897874392569065, 0.03924938663840294, 0.01457255333662033, 0.04864341393113136, 0.08022676408290863, 0.05480857565999031, 0.0344165675342083, 0.06062284857034683, -0.011781021021306515, 0.022441420704126358, -0.009783733636140823, -0.060491010546684265, -0.013701614923775196, 0.034053586423397064, 0.014865444973111153, -0.009224215522408485, 0.0167680773884058, 0.036675747483968735, -0.010850325226783752, 0.004499917384237051, 0.014425478875637054, -0.0061922757886350155, 0.005153748672455549, -0.07548011094331741, 0.050405602902173996, -0.013757895678281784, 0.014675752259790897, -0.05453003570437431, 0.008640632964670658, -0.024374011904001236, 0.019446631893515587, -0.007309813052415848, -0.007370722014456987, -0.0529261939227581, 0.01815824769437313, 0.008443834260106087, -0.006578670348972082, -0.016428697854280472, 0.055578067898750305, -0.002575844759121537, -0.055484358221292496, -0.0048195598646998405, -0.035195235162973404, 0.00467293756082654, -0.03640621528029442, -0.001233896822668612, 0.03434714302420616, 0.05043783411383629, -0.05987520515918732, 0.005837207660079002, 0.03903217241168022, -0.03484092652797699, 0.016107801347970963, -0.04302335903048515, 0.017277956008911133, -0.019457265734672546, 0.01840274967253208, 0.002922199433669448, -0.06517297029495239, 0.007158242166042328, 0.08738178759813309, 0.021749915555119514, 0.03542228788137436, -0.017053790390491486, 0.04422156885266304, -0.015970952808856964, 0.03900262340903282, -0.023057401180267334, -0.040710605680942535, 0.006280696019530296, -0.014047395437955856, -0.08095066249370575, 0.06255246698856354, -0.008558363653719425, -0.03705951198935509, -0.005847102962434292, 0.0555281937122345, -0.03917868435382843, 0.01662314310669899, 0.027744833379983902, 0.007178299129009247, -0.004591776058077812, -0.0275343656539917, -0.02254936844110489, -0.031019939109683037, 0.008102034218609333, 0.011533470824360847, -0.07164480537176132, 0.00425303541123867, -0.008667821995913982, -0.02314852364361286, 0.0036862425040453672, 0.015979912132024765, -0.02068188227713108, 0.014930911362171173, -0.02519858628511429, 0.023788001388311386, -0.07032833993434906, 0.06289086490869522, 0.004330263938754797, -0.05642058327794075, -0.02313866652548313, -0.00023252541723195463, 0.036717213690280914, 0.008095117285847664, -0.009432238526642323, 0.06367374211549759, 0.023626619949936867, 0.013506623916327953, -0.05273274704813957, 0.04937039688229561, 0.0019928021356463432, -0.05943572148680687, 0.014249278232455254, 0.035076629370450974, -0.0400189571082592, -0.017169110476970673, 0.010689604096114635, -0.011013830080628395, 0.02856038697063923, 0.01448863372206688, 0.030348343774676323, 0.0530942901968956, 0.014355752617120743, -0.044418931007385254, 0.02255302295088768, 0.01878201961517334, 0.002856628270819783, -0.00858560111373663, -0.006394572556018829, -0.022083822637796402, -0.05844265967607498, -0.03312961757183075, -0.007113276980817318, -0.013605850748717785, 0.02910795249044895, -0.03408857434988022, 0.032527826726436615, 0.07513030618429184, 0.03264836221933365, 0.02399398572742939, -0.03412724658846855, 0.03982268646359444, 0.017109382897615433, 0.04743748903274536, -0.0020417149644345045, 0.013283025473356247, 0.003328445367515087, -0.022726891562342644, -0.010493036359548569, 0.024534761905670166, -0.0011872171889990568, 0.0013330772053450346, -0.043408237397670746, -0.039435047656297684, 0.03565207123756409, -0.04365008696913719, -0.02428780123591423, 0.054083675146102905, 0.08993494510650635, 0.05655023083090782, 0.029889211058616638, -0.010315913707017899, -0.078267402946949, 0.032837849110364914, 0.026112763211131096, 0.02931058779358864, 0.033585067838430405, -0.025743767619132996, 0.05775616690516472, 0.034706346690654755, 0.006900537759065628, 0.04844645783305168, -0.07053908705711365, -0.1004430428147316, -0.03376825153827667, -0.02899595908820629, 0.03837988153100014, -0.04403354227542877, 0.04730406403541565, 0.05134289339184761, -0.013396763242781162, 0.05245855823159218, 0.019215580075979233, -0.010722597129642963, 0.021690217778086662, -0.038725901395082474, -0.0342271588742733, 0.0411391444504261, 0.04036243259906769, -0.00583897577598691, -0.06168115884065628, 0.007221678271889687, -0.010703415609896183, -0.027485627681016922, 0.04327581822872162, -0.003472286509349942, 0.030843418091535568, -0.0004938921774737537, 0.05102113261818886, -0.03747702017426491, 0.0422850027680397, -0.03576338663697243, 0.013780512847006321, 0.014474114403128624, -0.02829997055232525, 0.010447594337165356, -0.001319071976467967, 0.10736361145973206, 0.06461618095636368, -0.050430718809366226, -0.05465983599424362, 0.032592784613370895, 0.014215032570064068, -0.043326638638973236, -0.009091326966881752, -0.026053987443447113, 0.021797146648168564, 0.0075304401107132435, -0.06134836748242378, -0.03646843507885933, 0.016443395987153053, -0.05154825747013092, 0.020578375086188316, 0.032428570091724396, 0.000864989182446152, 0.052902400493621826, 0.023729931563138962, -0.010579020716249943, -0.0231319572776556, 0.002301473869010806, -0.05883047357201576, 0.006468271370977163, -0.01691206730902195, -0.017215274274349213, 0.06452099978923798, -0.010554603300988674, -0.04762614890933037, -0.036961596459150314, -0.02976122498512268, 0.03620702400803566, 0.07407686114311218, 0.06765149533748627, -0.020938629284501076, 0.059909638017416, -0.01263211015611887, 0.061951879411935806, 0.011838841252028942, -0.03438533842563629, -0.04955044016242027, -0.060399264097213745, -0.011307804845273495, 0.006984559353441, 0.019623510539531708, -0.00036545287002809346, 0.017508771270513535, 0.01987231895327568, -0.004122283309698105, -0.031021734699606895, 0.03219728544354439, 0.024037616327404976, -0.0059634968638420105, -0.026361631229519844, -0.005452924873679876, 0.056892506778240204, -0.027114208787679672, -0.003666561096906662, 0.0001362100156256929, -0.08087728917598724, 0.05106011778116226, -0.047366656363010406, -0.024541456252336502, -0.008106685243546963, 0.006543048657476902, 0.028487741947174072, 0.005691810976713896, 0.014196386560797691, 0.061014506965875626, 0.029372859746217728, 0.0007375850109383464, -0.028051620349287987, -0.009126279503107071, 0.03634219616651535, 0.02118762396275997, 0.005091918632388115, 0.05804549902677536, 0.023563116788864136, -0.003519277088344097, -0.05956028774380684, 0.05883610248565674, -0.05890442430973053, -0.27998244762420654, 0.017310768365859985, 0.023114783689379692, -0.05159754678606987, 0.05346958711743355, -0.008443430997431278, 0.00659478735178709, -0.07016916573047638, -0.029949935153126717, 0.005000411998480558, -0.029420213773846626, -0.03974958881735802, -0.01970173604786396, 0.019194824621081352, 0.0009884078754112124, 0.023931259289383888, 0.03495371341705322, -0.024537235498428345, 0.03596072643995285, 0.059962235391139984, -0.013512741774320602, -0.06986585259437561, -0.015627974644303322, 0.04408074915409088, 0.03342174366116524, 0.060558173805475235, -0.07757560908794403, 0.049080174416303635, -0.04629865661263466, -0.0014638700522482395, -0.008120260201394558, 0.007526720408350229, -0.001549774780869484, -0.019860604777932167, 0.010811855085194111, 0.00715390220284462, 0.04647275432944298, -0.008593862876296043, -0.009594650939106941, -0.006258696783334017, -0.011454418301582336, -0.028396781533956528, 0.016516631469130516, 0.04027368500828743, 0.0669393390417099, 0.015401204116642475, -0.06994602084159851, -0.03368199244141579, -0.05815454199910164, 0.07145939767360687, -0.025148905813694, -0.012082389555871487, -0.015858566388487816, 0.01323671080172062, -0.00982319749891758, -0.008908884599804878, -0.006467499304562807, -0.028629258275032043, -0.04358625411987305, -0.02820444293320179, -0.015633296221494675, -0.02201584354043007, -0.012030897662043571, -0.04462726414203644, -0.01820291392505169, -0.062416400760412216, -0.0598977729678154, 0.0006341338157653809, 0.06502033770084381, 0.013630527071654797, -0.030706653371453285, 0.015751298516988754, 0.006024198606610298, -0.10989274829626083, -0.00748660322278738, 0.01065980363637209, -0.00560004310682416, 0.015014693140983582, 0.03637930750846863, 0.038820963352918625, -0.026189599186182022, -0.06433737277984619, 0.02332949824631214, 0.0005233214469626546, 0.04819229245185852, -0.028154537081718445, 0.04277658089995384, 0.033666618168354034, -0.007022075820714235, 0.016490263864398003, 0.06947483867406845, -0.020797016099095345, -0.024040209129452705, -0.02065085619688034, 0.035383351147174835, 0.004469334613531828, 0.009685290046036243, 0.00670807808637619, -0.002441579010337591, 0.03465837985277176, -0.007890443317592144, -0.042391225695610046, 0.011322968639433384, -0.015269247815012932, -0.013978470116853714, -0.02821516990661621, -0.02604951523244381, 0.029503321275115013, 0.020318884402513504, 0.008648007176816463, 0.009090770967304707, -0.024302572011947632, 0.02567850612103939, -0.0472869910299778, -0.03179231286048889, -0.0054113431833684444, -0.003781996900215745, 0.03521449491381645, 0.0005185792106203735, -0.026736237108707428, -0.05136476829648018, -0.009535220451653004, -0.012407387606799603, -0.01379353366792202, -0.06912529468536377, -0.017276674509048462, -0.04472661018371582, -0.023393144831061363, 0.0013654844369739294, 0.029372481629252434, -0.017491135746240616, 0.004328885115683079, 0.039177313446998596, -0.04059378802776337, 0.002711702836677432, -0.04418911784887314, -0.07071565836668015, -0.03531826660037041, 0.006749242078512907, 0.01252973172813654, -0.005964494310319424, 0.024433307349681854, -0.011027793399989605, 0.011082714423537254, 0.03548507019877434, 0.020776264369487762, -0.017527660354971886, 0.0017352874856442213, 0.039988499134778976, 0.029722409322857857, -0.006917781662195921, -0.06338029354810715, 0.020592069253325462, -0.0328393429517746, -0.012538082897663116, -0.014769071713089943, 0.041842907667160034, -0.023496966809034348, -0.0077664232812821865, -0.010932042263448238, 0.025476837530732155, -0.041089802980422974, -0.047571077942848206, -0.04153631627559662, 0.03326023370027542, 0.05455618351697922, 0.0025786752812564373, 0.01067197322845459, 0.006774415727704763, -0.008427915163338184, -0.0026379225309938192, -0.01849447377026081, -0.05324055999517441, 0.012138254940509796, 0.018948396667838097, 0.002351968316361308, 0.021798482164740562, -0.00293492223136127, 0.036862563341856, 0.00046981501509435475, -0.0008810686995275319, -0.0446469746530056, 0.005401259288191795, 0.01456800289452076, 0.038513924926519394, 0.024374021217226982, -0.01602160558104515, 0.0026645257603377104, -0.02048001065850258, -0.04000716283917427, -0.037420306354761124, -0.01393931359052658, -0.003372532781213522, 0.008379473350942135, -0.03838709369301796, -0.07715940475463867, 0.06423073261976242, -0.00009908241190714762, 0.007195926271378994, 0.020353613421320915, -0.021263040602207184, 0.004566232208162546, -0.029465701431035995, 0.02973145805299282, 0.05969806760549545, -0.06656848639249802, -0.021676765754818916, -0.007860451005399227, 0.0016806520288810134, -0.005744036752730608, -0.02873823791742325, -0.022693326696753502, -0.019107434898614883, -0.04080597683787346, -0.00015888434427324682, -0.07526174932718277, -0.026560399681329727, -0.027240009978413582, 0.026159506291151047, -0.007419230416417122, 0.01194771658629179, -0.020428553223609924, -0.021786490455269814, -0.019609572365880013, -0.014670644886791706, 0.013252425007522106, -0.028641344979405403, -0.004009120631963015, 0.003090430051088333, -0.03299171105027199, -0.03576572984457016, -0.030110914260149002, 0.01320813037455082, 0.020467903465032578, -0.016078971326351166, 0.010930494405329227, -0.0027087763883173466, -0.005381093360483646, 0.007352365180850029, 0.04468195140361786, -0.013159645721316338, -0.01096735056489706, -0.04798693582415581, -0.0034400192089378834, -0.05304357409477234, 0.026396865025162697, -0.024848580360412598, 0.004425765015184879, 0.03505057096481323, 0.06857600808143616, -0.004557403735816479, 0.040697190910577774, -0.0017026488203555346, -0.03149406611919403, 0.038066599518060684, -0.0814593955874443, -0.019600048661231995, -0.02296648919582367, -0.06487231701612473, -0.007925046607851982, -0.01873413659632206, 0.0205206461250782, -0.035645145922899246, 0.0590999573469162, 0.00652357516810298, 0.041419755667448044, 0.016137221828103065, 0.023251889273524284, 0.018371544778347015, -0.05488627776503563, -0.008558345958590508, -0.05990615859627724, -0.027915189042687416, 0.01808919757604599, 0.018880479037761688, -0.018341414630413055, 0.004900971427559853, -0.02570074424147606, 0.05429239198565483, -0.07059652358293533, -0.030825773254036903, 0.05153464525938034, -0.015176295302808285, -0.019946426153182983, 0.022298751398921013, -0.06516514718532562, 0.05011686682701111, 0.04188675805926323, -0.03336577117443085, 0.003335957881063223, -0.03270740061998367, 0.04414534941315651, 0.005634809844195843, 0.03479304909706116, -0.052791353315114975, -0.008276442065834999, 0.08167168498039246, 0.0054220170713961124, -0.013138876296579838, 0.049712885171175, -0.0015885139582678676, 0.02447402849793434, 0.02680281549692154, 0.014055420644581318, -0.022051462903618813, 0.011956518515944481, -0.009702918119728565, -0.06198874115943909, 0.024794025346636772, 0.014062292873859406, -0.00031130603747442365, -0.013474997133016586, 0.05361044779419899, 0.02468830533325672, -0.02538899891078472, -0.05625727400183678, 0.004484925884753466, -0.08378920704126358, -0.022402502596378326, -0.006842811591923237, -0.011972545646131039, -0.036293573677539825, 0.03558572754263878, -0.024518385529518127, 0.02153308503329754, 0.06724227219820023, 0.0102012250572443, -0.007302720565348864, -0.030987383797764778, 0.08114302903413773, 0.06542637199163437, 0.055524591356515884, -0.0038723754696547985, 0.07698976993560791, -0.015912679955363274, -0.03734312579035759, 0.01148299127817154, -0.016313696280121803, -0.0032071585301309824, -0.036032453179359436, 0.028153249993920326, 0.05482638254761696, -0.008590718731284142, 0.055983737111091614, -0.01173975970596075, -0.016601553186774254, -0.018371986225247383, 0.03321283683180809, 0.014322872273623943, 0.0510965995490551, 0.017786705866456032, 0.006591313518583775, -0.031000161543488503, -0.04460517689585686, 0.03434506431221962, -0.03477765992283821, -0.014175446704030037, 0.030782097950577736, -0.00870782695710659, 0.05050069838762283, -0.001821934594772756, 0.035838544368743896, 0.07661981880664825, -0.03608231991529465, 0.05034101381897926, -0.008755533955991268, 0.023613495752215385, -0.01663721725344658, 0.009243374690413475, -0.0265964362770319, -0.010479562915861607, -0.010630385018885136, -0.03028317727148533, -0.027596134692430496, -0.019289089366793633, -0.023787910118699074, 0.025507088750600815, -0.00991612859070301, 0.009736155159771442, 0.041363444179296494, 0.008312508463859558, -0.014811022207140923, -0.06575606018304825, -0.035082049667835236, -0.04518537223339081, -0.03124673292040825, -0.007848528213799, 0.040388356894254684, 0.013879354111850262, -0.04373695328831673, -0.0287692341953516, -0.02429237775504589, -0.026249324902892113, 0.03326550871133804, -0.05478854104876518, -0.0226151030510664, -0.002371181733906269, 0.018383175134658813, -0.0003250956069678068, 0.011112945154309273, 0.04004565253853798, 0.01631220243871212, -0.0317256934940815, -0.002015741541981697, 0.036969054490327835, 0.01489591971039772, 0.004757404793053865, 0.029891787096858025, -0.08095758408308029, 0.01792379841208458, 0.02149822562932968, -0.025193562731146812, -0.060029879212379456, 0.019993534311652184, 0.010279552079737186, -0.010525091551244259, 0.04052428528666496, -0.00008480941323796287, 0.030937442556023598, -0.029128551483154297, -0.013953442685306072, -0.005097727756947279, 0.015273173339664936, 0.02864513173699379, -0.02594071440398693, 0.090091273188591, 0.03730882331728935, 0.01529539842158556, -0.048079222440719604, 0.0037738815881311893, -0.0020366625394672155, 0.013472183607518673, -0.02179385907948017, -0.03105935826897621, -0.01958714798092842, -0.07536699622869492, -0.027796627953648567, 0.02167976088821888, -0.030471185222268105, -0.02536609210073948, 0.04423341900110245, 0.008623284287750721, -0.018605027347803116, 0.002201556693762541, -0.04588507115840912, 0.014616988599300385, -0.010804950259625912, -0.002078658901154995, 0.01163957454264164, 0.01908585987985134, 0.011489726603031158, -0.01263737678527832, -0.00724130030721426, -0.05819746479392052, 0.016901429742574692, -0.0036636660806834698, 0.021198635920882225, 0.05274791643023491, 0.02128574438393116, -0.041572120040655136 ]
[ -0.07343446463346481, -0.0060066599398851395, -0.01639770157635212, -0.035143252462148666, 0.04243059828877449, -0.008066819980740547, -0.019525105133652687, 0.03394440561532974, -0.026465443894267082, -0.019224897027015686, -0.0007996004424057901, -0.043242014944553375, -0.0030738068744540215, -0.015531674027442932, 0.09160670638084412, 0.007297082804143429, 0.015017800964415073, -0.09670121222734451, 0.02770504727959633, 0.020921405404806137, 0.01028087455779314, -0.028182867914438248, -0.04438013955950737, -0.007855572737753391, 0.026891164481639862, -0.005910392850637436, 0.0190587155520916, -0.018756698817014694, -0.0038129694294184446, -0.15380451083183289, 0.004985161125659943, 0.010209557600319386, 0.043995968997478485, -0.009064014069736004, 0.01298605091869831, 0.06639529764652252, 0.035918768495321274, 0.021014031022787094, -0.0041448683477938175, 0.030630527064204216, 0.021782517433166504, 0.013033200986683369, -0.0262099951505661, -0.03781397268176079, 0.014068006537854671, 0.03566569462418556, 0.025467263534665108, -0.02648801915347576, -0.009313484653830528, 0.007656480651348829, -0.05926341190934181, -0.032380618155002594, -0.0046363286674022675, -0.03767624497413635, -0.0231719221919775, 0.01794872246682644, 0.028808869421482086, 0.06210169196128845, -0.005333550274372101, 0.00734236603602767, 0.028067564591765404, -0.02866624854505062, -0.14376778900623322, 0.07164675742387772, 0.04166993498802185, 0.061239246279001236, -0.0645761638879776, -0.003748722840100527, -0.018879441544413567, 0.07344803214073181, 0.03636523336172104, -0.038027457892894745, -0.015738099813461304, 0.02544034831225872, 0.015141854993999004, 0.017516568303108215, 0.006137722637504339, 0.02613174542784691, -0.011805850081145763, -0.06392348557710648, -0.014676004648208618, 0.026963552460074425, -0.030965277925133705, -0.014478637836873531, -0.06464777141809464, 0.024689894169569016, -0.009954139590263367, 0.057269368320703506, 0.06028827279806137, 0.013479174114763737, 0.021807873621582985, 0.007540734950453043, 0.03141289949417114, -0.029776642099022865, -0.05641188472509384, -0.013430207967758179, -0.0007792452815920115, 0.022030944004654884, -0.04505055770277977, 0.44422221183776855, -0.03563880920410156, -0.00023081290419213474, 0.10577384382486343, 0.02066037431359291, -0.0034038482699543238, 0.012070529162883759, 0.014015612192451954, -0.02506704069674015, 0.05004701763391495, -0.007804716471582651, 0.05036699399352074, 0.03145269304513931, 0.06933563947677612, -0.030271846801042557, -0.00086215854389593, 0.0029591659549623728, 0.014344084076583385, 0.006511847488582134, 0.005830051843076944, -0.003626259509474039, -0.03225543349981308, 0.03547706454992294, 0.04186320677399635, -0.0031606764532625675, -0.03927895426750183, -0.03934527933597565, 0.029042672365903854, 0.04199589416384697, 0.016010697931051254, -0.022006763145327568, 0.0593508705496788, -0.04469335824251175, -0.0637790784239769, -0.00010745037434389815, -0.00223913649097085, -0.005637041293084621, 0.03593318536877632, -0.012266041710972786, 0.011326887644827366, 0.06616898626089096, 0.010824821889400482, -0.01012961845844984, -0.007548667956143618, -0.05402375012636185, -0.03199860826134682, 0.13795888423919678, 0.04603860527276993, -0.0485772043466568, -0.02254275605082512, -0.024187490344047546, 0.005013285204768181, 0.024715930223464966, 0.017974065616726875, -0.06827527284622192, 0.05048125982284546, 0.009935703128576279, 0.09281028062105179, -0.008770731277763844, -0.04752452298998833, 0.007888372987508774, -0.017496569082140923, -0.01878393441438675, -0.06259853392839432, 0.0099638095125556, 0.07857278734445572, -0.10944242030382156, -0.03518393635749817, -0.012227111496031284, 0.03946175426244736, -0.067392498254776, -0.0026130396872758865, 0.013856583274900913, -0.03659583255648613, 0.012751626782119274, 0.08332601934671402, -0.023848485201597214, -0.03138621151447296, 0.025318333879113197, 0.055653128772974014, 0.009974289685487747, 0.039918165653944016, 0.0018422044813632965, -0.02561146765947342, -0.012542727403342724, -0.03732831031084061, -0.06511747092008591, -0.0441911518573761, -0.029272450134158134, -0.029906263574957848, 0.014791138470172882, -0.008453036658465862, -0.009801377542316914, -0.10017891973257065, 0.10015830397605896, -0.031739555299282074, -0.026405012235045433, -0.01075365673750639, 0.02127736806869507, -0.03215966746211052, -0.014102892018854618, -0.095115065574646, 0.007651126012206078, -0.035254620015621185, 0.01214534044265747, -0.056649357080459595, 0.03072510100901127, 0.021457664668560028, -0.04150538891553879, 0.11438445746898651, 0.07710837572813034, -0.025415809825062752, -0.042386494576931, 0.022810503840446472, 0.03262708708643913, 0.017639242112636566, -0.016423869878053665, 0.010562428273260593, 0.021154267713427544, -0.019436342641711235, 0.006854746025055647, -0.013401661068201065, 0.031198745593428612, -0.04555891081690788, -0.3433326780796051, -0.028941312804818153, -0.02966877445578575, 0.013708882965147495, 0.047325823456048965, -0.03527461737394333, 0.005901752971112728, -0.0072660562582314014, -0.038517218083143234, 0.019958095625042915, 0.07978452742099762, 0.003741688560694456, 0.007740604225546122, -0.09058059751987457, 0.004126725718379021, 0.0019014733843505383, -0.04497531056404114, -0.034512508660554886, -0.0574721060693264, -0.0014778808690607548, 0.008896385319530964, 0.018543178215622902, -0.04906219616532326, -0.03120337799191475, 0.014203096739947796, -0.06993581354618073, 0.09125392138957977, -0.010130035690963268, 0.0722704827785492, -0.014008133672177792, 0.025736216455698013, 0.010353295132517815, 0.018830720335245132, -0.11896427720785141, -0.000051582730520749465, -0.0041694724932312965, 0.004796501249074936, -0.025066131725907326, -0.007168339099735022, -0.03196466341614723, -0.07444412261247635, 0.008724501356482506, -0.08290992677211761, -0.02873099409043789, -0.060298431664705276, -0.003298427676782012, -0.028366483747959137, -0.03167993202805519, -0.036906611174345016, 0.06309111416339874, 0.0020025097765028477, 0.023631257936358452, 0.012657989747822285, 0.04167160764336586, -0.006224953103810549, -0.03705162554979324, -0.07448959350585938, 0.02754993923008442, 0.002293799538165331, -0.01578708551824093, 0.011283854953944683, 0.05263042822480202, 0.04353567212820053, -0.031104639172554016, -0.013849753886461258, -0.013254471123218536, -0.0029855372849851847, 0.027724284678697586, 0.009550671093165874, 0.009142485447227955, -0.0025559719651937485, 0.08634792268276215, -0.012816878035664558, -0.020922798663377762, 0.012746447697281837, 0.026356138288974762, -0.02776997908949852, 0.025303727015852928, -0.004371765069663525, -0.018852034583687782, 0.012365352362394333, -0.03579367324709892, 0.024213828146457672, -0.0013748538913205266, -0.00461875693872571, 0.030436808243393898, -0.0061350613832473755, -0.07870432734489441, 0.06498915702104568, 0.03204519301652908, -0.009400074370205402, 0.001542391604743898, -0.027908697724342346, -0.05754200741648674, 0.10219205915927887, 0.005536332260817289, -0.23389890789985657, 0.013999956659972668, 0.04214173182845116, 0.03969869017601013, -0.0018384684808552265, 0.04323588311672211, 0.021343810483813286, -0.03343188762664795, 0.0502418652176857, 0.03946688771247864, 0.016472335904836655, 0.008913937956094742, 0.013429908081889153, -0.008777759037911892, 0.03862331807613373, -0.022308088839054108, 0.04748893156647682, -0.003094502491876483, 0.0347454771399498, -0.006191758904606104, 0.0013263861183077097, 0.007878582924604416, 0.13406744599342346, 0.0309752207249403, 0.028430704027414322, 0.02485959418118, -0.025351371616125107, 0.007313144858926535, 0.07414557039737701, 0.021622059866786003, 0.028579674661159515, -0.0064042252488434315, 0.02681681327521801, 0.011969310231506824, 0.0148021150380373, -0.07691644132137299, -0.04969039559364319, 0.0337727889418602, 0.03901451453566551, 0.009536203928291798, 0.02135399915277958, 0.00017369951820001006, -0.029681427404284477, 0.04749085009098053, 0.06628107279539108, 0.0037925834767520428, -0.022456377744674683, -0.09846409410238266, -0.032440222799777985, -0.021756209433078766, -0.034163158386945724, -0.02145157940685749, 0.006517977919429541, 0.0079261539503932, 0.03085813671350479, 0.046473365277051926, 0.031584348529577255, -0.03441902622580528, -0.0077024842612445354, 0.001103931455872953, -0.016488511115312576, -0.050290048122406006, 0.06343156844377518, 0.033591073006391525, 0.03691994026303291 ]
[ -0.012737222015857697, 0.008825348690152168, -0.002215223852545023, -0.019312603399157524, -0.022256189957261086, 0.009124353528022766, -0.0041052550077438354, 0.031440362334251404, 0.011663665063679218, -0.017762912437319756, 0.005347387865185738, 0.04519890248775482, 0.02236602082848549, -0.05844062566757202, 0.04858841374516487, -0.03903400897979736, -0.028208427131175995, -0.004920941777527332, 0.0291594248265028, 0.020126355811953545, -0.013498185202479362, -0.00857978779822588, -0.0037688594311475754, 0.02493632398545742, -0.005977710708975792, 0.022507546469569206, 0.018635578453540802, 0.01193151343613863, 0.01842833124101162, -0.11576756089925766, -0.028976883739233017, 0.009691218845546246, 0.02279926836490631, -0.01667604222893715, 0.01877507008612156, 0.023781033232808113, 0.0481988787651062, 0.027009733021259308, -0.0229414664208889, -0.005114872939884663, -0.005414958111941814, -0.04227973893284798, 0.009238402359187603, 0.015323992818593979, 0.005092237144708633, 0.01930808089673519, -0.017996877431869507, -0.05780720338225365, -0.02456393837928772, -0.024614514783024788, -0.03484091907739639, -0.039397943764925, -0.016927596181631088, -0.030308591201901436, 0.010319707915186882, 0.00011771546996897087, 0.04006096348166466, -0.012510470114648342, 0.011156654916703701, -0.0018740245141088963, 0.00431027403101325, -0.05980036035180092, -0.0339200422167778, -0.008127555251121521, 0.021989785134792328, 0.007260204292833805, -0.03834220767021179, 0.005872594192624092, -0.044090114533901215, 0.011255091056227684, -0.007312901318073273, -0.02886166051030159, -0.029713764786720276, -0.04818110913038254, 0.007112659048289061, 0.005891605746001005, 0.00935601256787777, -0.042149655520915985, -0.014367240481078625, -0.01379847526550293, -0.08860890567302704, 0.05087864398956299, 0.006103693973273039, -0.03167010098695755, -0.058226630091667175, -0.019565442577004433, 0.011667835526168346, -0.032752905040979385, 0.004204844124615192, 0.02333618514239788, -0.04212430864572525, 0.04795552417635918, -0.01220836490392685, -0.030685467645525932, -0.06069879233837128, -0.007118146400898695, 0.03117939457297325, -0.015148606151342392, 0.02901715412735939, 0.8041911125183105, 0.04929821193218231, 0.06253797560930252, 0.05843890458345413, -0.011739619076251984, 0.004805922042578459, -0.022352522239089012, -0.007892897352576256, -0.011949353851377964, 0.004369317088276148, -0.04583064094185829, -0.012316695414483547, 0.008814092725515366, 0.0647977739572525, 0.028797274455428123, 0.04355315864086151, 0.02529538981616497, 0.020510336384177208, -0.037660326808691025, -0.07615136355161667, 0.024810515344142914, -0.00039890516200102866, 0.023200785741209984, -0.006282980553805828, -0.020983673632144928, -0.026588812470436096, -0.1488417685031891, -0.04161272570490837, -8.709535926933849e-33, 0.0044119637459516525, -0.005077175330370665, 0.044555243104696274, -0.017453808337450027, -0.005890312604606152, -0.03574483469128609, -0.0073082405142486095, 0.006655381992459297, -0.008087454363703728, -0.003745405003428459, 0.003418844658881426, -0.0226804967969656, 0.010834486223757267, 0.001978268614038825, 0.011146999895572662, -0.02894091233611107, 0.00020858552306890488, 0.048638612031936646, -0.017343590036034584, 0.032753389328718185, 0.02618596889078617, 0.007868736051023006, -0.010177363641560078, 0.004571191966533661, 0.042753200978040695, 0.01375969871878624, 0.022788342088460922, 0.05555593594908714, -0.010353139601647854, -0.06291890889406204, -0.028888123109936714, 0.03667593002319336, -0.05034980550408363, -0.020661553367972374, -0.010522371158003807, -0.08228112757205963, -0.052408453077077866, 0.021994637325406075, -0.03262216970324516, -0.04566146060824394, -0.017122061923146248, -0.0029363459907472134, -0.036385536193847656, -0.0025609179865568876, -0.013234574347734451, 0.0739971473813057, 0.01492017786949873, 0.02070894092321396, 0.025756940245628357, -0.003935697488486767, 0.006304619368165731, 0.011853554286062717, 0.021213853731751442, 0.04020853340625763, 0.0002665777283255011, 0.011779211461544037, 0.009560949169099331, -0.02418251521885395, -0.04074978083372116, 0.02965916134417057, 0.03554167225956917, 0.043026383966207504, -0.023073654621839523, -0.0022906416561454535, -0.01703721098601818, 0.023567307740449905, 0.025453047826886177, 0.007995431311428547, -0.020043576136231422, -0.005331270396709442, -0.012225504964590073, 0.007133319973945618, -0.02386399544775486, 0.009620167315006256, 0.04462890326976776, 0.012172522954642773, -0.00020679215958807617, 0.010356628336012363, -0.02674688957631588, 0.010195315815508366, -0.019833514466881752, 0.0368792749941349, -0.0028842645697295666, -0.06789790093898773, -0.007190642412751913, 0.009712010622024536, -0.0010862498311325908, -0.0419461652636528, -0.0006929232040420175, 0.0396919883787632, -0.03447780758142471, -0.019550373777747154, -0.052925001829862595, 0.02146914042532444, -0.029950229451060295, 8.36804012434059e-33, 0.02522018738090992, -0.05263436585664749, 0.004996312316507101, 0.014086761511862278, 0.06829497218132019, 0.008703356608748436, -0.0014173791278153658, 0.003831859678030014, -0.023032134398818016, 0.03674598038196564, 0.00031168098212219775, -0.033633120357990265, -0.01520303264260292, 0.05422143265604973, 0.04255634918808937, -0.0033984356559813023, 0.02964092791080475, -0.021639177575707436, 0.018197864294052124, 0.010108442977070808, 0.02688661962747574, -0.020419932901859283, 0.011355188675224781, 0.009564228355884552, 0.012932980433106422, 0.07119372487068176, -0.04209014028310776, 0.021356014534831047, -0.0013976403279229999, -0.02986912988126278, 0.008547713980078697, -0.022849613800644875, 0.004438980482518673, -0.01405667420476675, -0.032280247658491135, -0.009552014991641045, -0.015868594869971275, -0.011398053728044033, -0.0033478057011961937, 0.005187640432268381, 0.01378890685737133, -0.015522469766438007, -0.004446680191904306, 0.03565888851881027, -0.023311207070946693, -0.04414249211549759, 0.01946103386580944, -0.030430108308792114, -0.026714934036135674, -0.016231462359428406, 0.01924295350909233, 0.0030926461331546307, 0.028922483325004578, 0.06515016406774521, 0.011759965680539608, 0.002905658446252346, 0.05239386111497879, -0.00012213313311804086, -0.00471773324534297, 0.0023649788927286863, -0.014983335509896278, -0.017109811305999756, -0.022031059488654137, -0.0010093440068885684, -0.02532382681965828, -0.024603279307484627, 0.07174951583147049, 0.011596410535275936, -0.01553755346685648, -0.012309367768466473, -0.009882536716759205, 0.019270533695816994, 0.03578054904937744, 0.0723351240158081, 0.001071767183020711, 0.0154123455286026, -0.02073751576244831, -0.03039420209825039, -0.01252833940088749, -0.03219280391931534, 0.021764671429991722, -0.005092991515994072, 0.02459421008825302, 0.03052743896842003, 0.0089100431650877, 0.02696945331990719, -0.009603919461369514, -0.02661645971238613, -0.002226372482255101, -0.02017373777925968, 0.012305955402553082, -0.01775064505636692, 0.00789786409586668, 0.04907475784420967, -0.032090190798044205, -1.373928348868958e-8, -0.013913263566792011, -0.016697144135832787, 0.001918830443173647, 0.006389936897903681, 0.00444807717576623, -0.013214406557381153, 0.005845181178301573, 0.004519226960837841, -0.017072299495339394, 0.04952004924416542, 0.03607706353068352, -0.045176710933446884, -0.006590258330106735, 0.01079581305384636, -0.005598404910415411, -0.07234769314527512, -0.03619585186243057, 0.034012746065855026, 0.03637157380580902, -0.008801025338470936, 0.008995873853564262, 0.041329801082611084, -0.034926753491163254, 0.011924783699214458, 0.031249122694134712, -0.014440017752349377, 0.014265088364481926, -0.03414264693856239, 0.041051190346479416, -0.022187240421772003, 0.023047080263495445, -0.015164216980338097, -0.03992708399891853, 0.015701837837696075, -0.012327466160058975, -0.06060172617435455, 0.05415589362382889, 0.038449399173259735, -0.036257024854421616, 0.024290071800351143, -0.01902169920504093, -0.0053046694956719875, -0.027552137151360512, -0.039860885590314865, -0.00277800508774817, -0.0020478651858866215, -0.06587071716785431, 0.010428142733871937, 0.01128202211111784, -0.008104904554784298, 0.007976974360644817, 0.0021802980918437243, 0.07880416512489319, 0.06723280996084213, 0.013531879521906376, -0.00020688575750682503, 0.00456125708296895, -0.0033092591911554337, -0.016882633790373802, 0.018767882138490677, 0.011635065078735352, 0.022135209292173386, 0.02552131749689579, -0.014443074353039265 ]
qtb-lean-times-require-lean-thinking
https://markhneedham.com/blog/2009/03/25/qtb-lean-times-require-lean-thinking
false
2009-04-04 11:41:23
Functional C#: The hole in the middle pattern
[ "c", "net" ]
[ ".NET" ]
While reading http://manning.com/petricek/[Real World Functional Programming] I came across an interesting pattern that I have noticed in some code bases recently which I liked but didn't know had been given a name! The http://enfranchisedmind.com/blog/posts/the-hole-in-the-middle-pattern/[hole in the middle pattern], coined by Brian Hurt, shows a cool way of using higher order functions in order to reuse code in cases where the code typically looks something like this: [source,csharp] ---- public void SomeServiceCall() { var serviceClient = CreateServiceClient(); try { serviceClient.MakeMethodCall(); } catch(SomeServiceException someServiceException) { // Handle exception } finally { serviceClient.Close(); } } ---- The first and the third lines (initialisation and finalisation) are always the same but the service.MakeMethodCall() varies depending on which service we are using. The more services we have the more boring it gets writing out the same code over and over again. In C# 3.0 we could reuse code in this situation by passing in a lambda expression which calls that method, allowing us to vary the important part of the method call while keeping the scaffolding the same. [source,csharp] ---- public void SomeServiceCall(Action<TServiceClient> callService) { var serviceClient = CreateServiceClient(); try { callService(serviceClient); } catch(SomeServiceException someServiceException) { // Handle exception } finally { serviceClient.Close(); } } ---- [source,csharp] ---- SomeServiceCall(service => service.SomeMethodCall()) ---- One of the things I've noticed with the ability to pass in functions to methods is that sometimes we end up making the code really difficult to read by doing so but when we're dealing with services this seems to be one of the best and most obvious uses of Actions/Funcs in C# 3.0 and it leads to a more reusable and easy to understand API.
null
null
[ 0.011912958696484566, -0.028853410854935646, -0.023359065875411034, 0.002247850876301527, 0.05300753191113472, 0.017978724092245102, 0.0497727170586586, 0.02545902132987976, -0.00000844003170641372, -0.024021070450544357, -0.005579428747296333, -0.03599000349640846, -0.07983367145061493, 0.0018400456756353378, -0.005375861655920744, 0.07013804465532303, 0.08273167908191681, -0.02638181485235691, 0.052626874297857285, -0.030890988186001778, -0.0041479067876935005, 0.0770718902349472, -0.0033442331477999687, 0.018607953563332558, 0.0535149909555912, 0.0263026375323534, -0.017842300236225128, 0.0066227661445736885, -0.06201530620455742, -0.015491788275539875, 0.05603722482919693, 0.03656933084130287, 0.01036311499774456, -0.022168893367052078, 0.014837615191936493, -0.03752276673913002, -0.009697776287794113, 0.007210348267108202, 0.011546144261956215, 0.013247840106487274, -0.06147165223956108, -0.00389479985460639, -0.007409241516143084, -0.014188666827976704, -0.04357699677348137, 0.010514173656702042, -0.03144706040620804, -0.001634531538002193, -0.036546822637319565, -0.0023199289571493864, -0.084632009267807, 0.038174860179424286, -0.030718011781573296, 0.02905525267124176, 0.0073824916034936905, 0.043598175048828125, 0.007802818436175585, -0.050556693226099014, 0.0074036759324371815, -0.04921473190188408, 0.0026116312947124243, -0.005387913901358843, 0.014001221396028996, 0.022950967773795128, 0.019254930317401886, 0.027997754514217377, -0.019958877936005592, 0.06134249269962311, -0.03449393808841705, -0.03023320622742176, -0.007500180974602699, -0.02028551511466503, 0.0036533542443066835, 0.028961235657334328, -0.013925128616392612, -0.048729151487350464, -0.016286108642816544, 0.05171072110533714, 0.011525762267410755, 0.05992536619305611, -0.041478630155324936, 0.0011719783069565892, 0.029949132353067398, -0.0023081970866769552, 0.01259723212569952, -0.04287685453891754, -0.01289843488484621, 0.01130062248557806, -0.012191727757453918, 0.04901561513543129, 0.011523250490427017, -0.05953299254179001, 0.0009512634132988751, 0.05247681587934494, 0.018153002485632896, 0.018619777634739876, 0.03118395432829857, -0.012547513470053673, 0.019256863743066788, -0.008949873968958855, -0.036716047674417496, -0.004438231699168682, 0.013019545935094357, 0.020869899541139603, -0.06439287215471268, -0.0261751189827919, -0.01490496564656496, -0.04008515924215317, -0.01876680739223957, 0.006703197956085205, -0.059209614992141724, -0.001125766197219491, -0.015126490034162998, -0.009771074168384075, -0.08575358986854553, 0.06076423451304436, 0.010130218230187893, -0.002613297663629055, 0.002318538259714842, 0.028059935197234154, 0.03597504645586014, 0.0003253962495364249, -0.035894542932510376, 0.06950031220912933, 0.005323813762515783, 0.01674831472337246, -0.021690500900149345, 0.059386659413576126, -0.005661717150360346, -0.04363143444061279, -0.006859718821942806, 0.04312348738312721, -0.011498118750751019, -0.026043323799967766, -0.015344646759331226, -0.017162110656499863, 0.000926224107388407, -0.0034556128084659576, 0.020416520535945892, 0.03319879248738289, -0.010308061726391315, -0.044827815145254135, 0.01316200103610754, -0.016105061396956444, 0.01443190686404705, 0.007861915044486523, 0.013880947604775429, -0.01942872256040573, 0.023164501413702965, 0.03910878673195839, 0.04335591197013855, 0.08476345241069794, 0.03745366260409355, -0.015783175826072693, 0.006657486781477928, 0.07605665177106857, 0.0006997015443630517, 0.0234976913779974, 0.0002763345546554774, 0.02393990196287632, 0.051125407218933105, 0.04990985617041588, 0.00822366215288639, 0.018329055979847908, 0.027275701984763145, -0.012069989927113056, 0.014800338074564934, 0.05377298593521118, 0.01095290295779705, 0.007295297924429178, -0.08310724794864655, -0.04203479364514351, 0.06880952417850494, -0.06105209141969681, 0.02024347335100174, 0.013087764382362366, 0.09212426096200943, -0.011148271150887012, 0.04225541278719902, 0.014629296027123928, -0.060167256742715836, 0.01812761463224888, -0.019692949950695038, 0.008762623183429241, 0.008899695239961147, 0.0037224185653030872, 0.04162454977631569, 0.036476146429777145, -0.01589363068342209, 0.031648412346839905, -0.0724639818072319, -0.07760521024465561, -0.037550367414951324, -0.005343258380889893, 0.06910686939954758, -0.03579326719045639, -0.02894720993936062, 0.0835414007306099, 0.0022168594878166914, 0.04327193647623062, 0.021335074678063393, -0.015285594388842583, -0.0018470025388523936, -0.00794289167970419, -0.042594991624355316, 0.039087094366550446, 0.040518634021282196, 0.022579524666070938, -0.05127767100930214, 0.01825753040611744, 0.013805965892970562, -0.00277027883566916, 0.031110739335417747, -0.015158800408244133, 0.053338680416345596, 0.019161537289619446, 0.03642692416906357, -0.03621941804885864, 0.06443244963884354, -0.05777228996157646, -0.01469972264021635, -0.012007600627839565, -0.006252841092646122, -0.0074034458957612514, -0.0034843054600059986, 0.11000186204910278, 0.06511880457401276, -0.05676170438528061, -0.03808660805225372, 0.01547862309962511, 0.023310957476496696, -0.030499927699565887, -0.028077784925699234, -0.027993207797408104, 0.011358083225786686, 0.007094571832567453, -0.0011549178743734956, -0.005156802944839001, 0.016190439462661743, -0.02880343608558178, -0.007109920959919691, 0.09290725737810135, -0.03599473461508751, 0.040454279631376266, 0.006753887981176376, -0.031547911465168, -0.013547161594033241, -0.049602679908275604, -0.02952723205089569, 0.004347998648881912, 0.004049308132380247, -0.01251244731247425, 0.056344687938690186, -0.026298265904188156, -0.026788899675011635, -0.007642591837793589, -0.04713267460465431, 0.02390855923295021, 0.011300886049866676, 0.051146723330020905, -0.03222676366567612, 0.05699889361858368, -0.03130432218313217, 0.00801200419664383, -0.02078377455472946, -0.04369397088885307, 0.018541522324085236, 0.010412354953587055, 0.03846030682325363, 0.03582080081105232, -0.003384822979569435, 0.020986808463931084, 0.036999449133872986, -0.006617804057896137, -0.027863837778568268, -0.03538317233324051, 0.04119347408413887, 0.006070037838071585, -0.05860024318099022, -0.023481806740164757, -0.04135718569159508, 0.04127199947834015, -0.04469802603125572, -0.0420493520796299, 0.0020718160085380077, -0.05502338334918022, 0.0516839325428009, -0.06090650334954262, -0.06301151216030121, 0.004107411950826645, 0.036764126271009445, 0.026982659474015236, -0.014234821312129498, 0.019570551812648773, 0.05167733505368233, 0.031242936849594116, 0.0035955312196165323, -0.0015083758626133204, 0.016764413565397263, -0.005303891375660896, -0.0036117155104875565, 0.023892415687441826, 0.04348807781934738, 0.008582773618400097, 0.004585244692862034, -0.0439227819442749, 0.0014363433001562953, 0.01329682394862175, -0.2656695246696472, 0.036214668303728104, 0.0030322892125695944, -0.021616991609334946, 0.037579409778118134, 0.014728162437677383, 0.01977209933102131, -0.020784378051757812, -0.0022930041886866093, 0.04555428400635719, -0.036970656365156174, -0.04863964393734932, -0.012293864041566849, 0.02632759138941765, -0.0403180867433548, 0.02417864464223385, -0.03568480908870697, -0.030484508723020554, 0.0049234009347856045, 0.050835855305194855, -0.012577245943248272, -0.06900472939014435, 0.001997346058487892, 0.024432959035038948, 0.009268837980926037, 0.042713556438684464, -0.08240712434053421, 0.05806826427578926, -0.016807343810796738, -0.007435626816004515, -0.0069191474467515945, -0.01534966193139553, 0.009905771352350712, -0.03857361897826195, -0.04128164425492287, -0.00190068781375885, -0.008582434616982937, 0.014269012957811356, -0.019054513424634933, 0.04018964245915413, -0.02345544472336769, -0.07188302278518677, -0.016776427626609802, 0.013009399175643921, 0.07354289293289185, 0.0007724090828560293, -0.053475555032491684, -0.01858813315629959, -0.04219210520386696, 0.06848449259996414, -0.028383877128362656, -0.03944772481918335, 0.006437778472900391, 0.034694742411375046, -0.006516699213534594, -0.038687750697135925, -0.010591394267976284, -0.002417681971564889, -0.010186219587922096, -0.013422183692455292, 0.011056601069867611, -0.05273035168647766, -0.016126636415719986, -0.05751032382249832, -0.02667246386408806, -0.06653598695993423, -0.06027749553322792, -0.020122338086366653, 0.07432029396295547, 0.011394218541681767, -0.002000360516831279, 0.035056959837675095, 0.02623027190566063, -0.12996402382850647, -0.0028959063347429037, -0.06137760356068611, -0.036169614642858505, -0.03039924055337906, 0.022651473060250282, 0.030530264601111412, -0.021233510226011276, -0.03949841484427452, 0.012210170738399029, 0.02365577593445778, 0.037774913012981415, -0.009091360494494438, 0.018519030883908272, -0.034273482859134674, -0.04848569631576538, -0.011817866936326027, 0.05928194150328636, 0.013912791386246681, 0.004129242617636919, -0.015283077023923397, -0.001769385184161365, 0.03521203622221947, 0.004545797128230333, -0.00037311637424863875, -0.011934308335185051, 0.005645293276757002, 0.032006341964006424, -0.06130063533782959, 0.03795100376009941, -0.01813911832869053, 0.008432344533503056, -0.025546418502926826, -0.0515078641474247, 0.03455532714724541, 0.03935909643769264, 0.01673790067434311, 0.018917620182037354, -0.037247560918331146, 0.00312872976064682, -0.06804343312978745, -0.013773757964372635, -0.030456053093075752, -0.021551981568336487, 0.023319842293858528, 0.0024893595837056637, -0.0329672209918499, -0.042668018490076065, 0.025184640660881996, 0.03818143904209137, 0.008330166339874268, -0.0553605817258358, -0.059677474200725555, -0.0234124306589365, -0.008381787687540054, 0.032519660890102386, 0.05673462525010109, 0.011079665273427963, 0.03179561346769333, 0.007309870328754187, -0.04361874237656593, 0.0012258567148819566, -0.019688189029693604, -0.02244255319237709, -0.03276751562952995, -0.027616525068879128, -0.010770795866847038, 0.038564883172512054, 0.018216701224446297, -0.0057975538074970245, 0.019747931510210037, 0.03232946619391441, 0.01268264465034008, 0.023184822872281075, -0.01648877002298832, 0.034166861325502396, 0.03255971893668175, -0.01971226930618286, -0.06808707863092422, 0.04087017476558685, -0.05588014796376228, -0.02031363546848297, -0.022182730957865715, 0.015266711823642254, -0.04209515452384949, -0.05415676161646843, -0.03376367688179016, 0.04739324375987053, -0.04123445227742195, -0.05520765483379364, -0.041805513203144073, 0.0008331959252245724, 0.06081945821642876, -0.05870209261775017, 0.03853026404976845, -0.03194674104452133, -0.018712511286139488, 0.012184730730950832, 0.012469370849430561, -0.02474743314087391, 0.059623416513204575, -0.012360848486423492, 0.015142325311899185, -0.005978472996503115, 0.010029356926679611, 0.01902475394308567, -0.003276888048276305, 0.019883083179593086, -0.008118865080177784, 0.011001750826835632, 0.02315419167280197, 0.04689257964491844, 0.024202905595302582, 0.0003630938590504229, -0.011615091003477573, -0.0404328890144825, -0.0048825680278241634, -0.047353025525808334, -0.006778991315513849, -0.02850145660340786, 0.03973717242479324, -0.0533512644469738, -0.06796890497207642, 0.024311011657118797, 0.02457795850932598, 0.01717185229063034, 0.019831035286188126, 0.015461575239896774, 0.036322999745607376, -0.011201780289411545, 0.0026083325501531363, 0.04418305680155754, -0.045212067663669586, 0.05486518517136574, 0.007860911078751087, 0.022734520956873894, 0.05509694665670395, 0.022828219458460808, -0.03566538169980049, 0.005557322409003973, -0.04103350639343262, -0.009872314520180225, -0.05043148621916771, -0.011383626610040665, -0.01706612855195999, -0.000927958928514272, 0.012997233308851719, -0.018708977848291397, -0.014544396661221981, -0.00405113585293293, -0.029098641127347946, -0.025364553555846214, 0.02553805150091648, -0.03409392759203911, -0.03027157485485077, 0.039583321660757065, -0.031617503613233566, 0.007479731924831867, -0.027288829907774925, 0.01911430060863495, 0.01114779431372881, -0.018527545034885406, -0.011496053077280521, -0.05819070339202881, 0.009871073998510838, -0.020252982154488564, 0.054793935269117355, -0.00456108245998621, -0.028020286932587624, 0.009640389122068882, -0.0209658145904541, -0.03141796961426735, 0.04375723376870155, -0.0006491899839602411, 0.005343943368643522, 0.003416114253923297, 0.06513563543558121, 0.005865639075636864, 0.02758820913732052, 0.017377180978655815, 0.007044434547424316, 0.07264000922441483, -0.0461663082242012, -0.015457739122211933, -0.04676714166998863, -0.07449673861265182, 0.0016629385063424706, -0.013870500028133392, 0.005555047653615475, -0.03137987107038498, 0.0318901464343071, 0.048487015068531036, 0.04752011597156525, 0.044695816934108734, 0.026587864384055138, 0.0476781502366066, -0.03728354349732399, 0.0199566837400198, -0.07372915744781494, 0.04121897742152214, 0.04611056670546532, 0.01264119055122137, -0.030149508267641068, -0.03812048211693764, -0.008550984784960747, 0.06160026416182518, -0.05752410367131233, -0.020749690011143684, 0.010731516405940056, -0.008944887667894363, -0.002761965384706855, 0.026091722771525383, -0.07310463488101959, 0.027081090956926346, -0.00804936420172453, -0.0318179652094841, -0.04130587354302406, -0.023228267207741737, 0.042115721851587296, 0.05514046549797058, 0.02393176406621933, -0.03872593864798546, -0.006108690984547138, 0.06377656012773514, 0.019964158535003662, 0.018985213711857796, 0.04977204278111458, -0.01821695640683174, 0.03754430636763573, 0.02237357385456562, -0.032074037939310074, -0.010780845768749714, -0.0009045570041052997, 0.005097385961562395, -0.06428471952676773, 0.031278591603040695, 0.0010450067929923534, -0.021153604611754417, -0.052255671471357346, 0.06864304095506668, 0.01802268624305725, -0.03112621419131756, -0.029092613607645035, 0.00592569075524807, -0.043158285319805145, -0.006515667773783207, -0.0017383556114509702, 0.0023832214064896107, -0.01571614295244217, 0.05191809684038162, 0.018855955451726913, 0.005433308891952038, 0.07505619525909424, -0.01872103475034237, 0.005652333609759808, -0.0059960754588246346, 0.061891257762908936, 0.09192094951868057, 0.026717906817793846, 0.018168563023209572, 0.019207149744033813, 0.0005297735915519297, -0.04410111531615257, 0.00423912238329649, -0.028924381360411644, -0.020558064803481102, -0.017933476716279984, 0.03647737577557564, 0.06404773145914078, 0.02100829966366291, 0.058221735060214996, -0.035679470747709274, -0.00035981161636300385, -0.025608282536268234, 0.04140770435333252, 0.03776564449071884, 0.03978795185685158, 0.012190614826977253, 0.013967094011604786, 0.020608777180314064, -0.03510362654924393, 0.03495129197835922, -0.010067702271044254, -0.015445053577423096, 0.017703726887702942, 0.031570229679346085, -0.0011005763662979007, 0.014991718344390392, 0.019766880199313164, 0.06040627136826515, -0.002388601889833808, -0.0029738612938672304, -0.0005630481173284352, 0.0136316679418087, 0.008257100358605385, -0.021362941712141037, -0.02560284733772278, -0.044102992862463, 0.01610814593732357, 0.004593432880938053, -0.00574244000017643, -0.0360509529709816, -0.04436609148979187, 0.046713367104530334, -0.01929272897541523, 0.010401895269751549, 0.011228102259337902, -0.011480120010674, -0.027057887986302376, -0.05498671531677246, -0.06969509273767471, -0.030692674219608307, -0.06652062386274338, -0.04810657724738121, 0.034905269742012024, -0.037181876599788666, -0.0357913039624691, -0.021524960175156593, -0.020742760971188545, -0.019058214500546455, 0.06239455193281174, -0.03178771585226059, -0.005017319228500128, 0.02384299412369728, -0.007211649790406227, 0.047939933836460114, 0.017395419999957085, 0.03568704426288605, 0.011667076498270035, -0.017162591218948364, -0.04837483912706375, -0.026893746107816696, 0.05204949900507927, 0.022863363847136497, 0.013645031489431858, -0.08913668245077133, 0.03525606542825699, 0.0018718899227678776, 0.021856272593140602, -0.07683663070201874, 0.0034588868729770184, 0.026175128296017647, -0.008775781840085983, 0.042541857808828354, -0.045404236763715744, -0.022405914962291718, -0.02513374388217926, -0.008825039491057396, 0.004212610423564911, 0.028707066550850868, 0.03708146512508392, -0.01742853969335556, 0.05900130793452263, 0.02183019369840622, -0.017679600045084953, -0.0459287092089653, 0.026624096557497978, -0.017978070303797722, 0.015437574125826359, -0.03609810769557953, -0.017863715067505836, -0.0034657237119972706, -0.054151102900505066, -0.012003759853541851, 0.02931937202811241, -0.00019792675448115915, -0.055625252425670624, 0.033703215420246124, 0.022799011319875717, -0.08796236664056778, 0.03074108064174652, -0.0215893667191267, 0.053771018981933594, -0.015869546681642532, -0.03411559760570526, -0.0070418911054730415, 0.015794625505805016, 0.032440658658742905, -0.027844799682497978, 0.003342346055433154, -0.04855154827237129, -0.017290635034441948, -0.028495067730545998, 0.0069756838493049145, 0.06788399070501328, -0.011679524555802345, 0.01837209425866604 ]
[ -0.10345111042261124, -0.02138431929051876, -0.03959286957979202, -0.04477166011929512, 0.040785469114780426, -0.04767291992902756, 0.03270532563328743, 0.024498172104358673, 0.013180303387343884, -0.03552347794175148, 0.015691353008151054, 0.009943036362528801, -0.00914042629301548, -0.02260774001479149, 0.08539150655269623, 0.011267956346273422, -0.00602825079113245, -0.008692318573594093, -0.02900737151503563, -0.002744305180385709, 0.04404875263571739, -0.030694959685206413, -0.05585640296339989, -0.04452936351299286, 0.03952639177441597, 0.03579740598797798, 0.023304734379053116, -0.03603946045041084, 0.01658129319548607, -0.1915929615497589, 0.000853401783388108, 0.013283122330904007, -0.003292055567726493, -0.01190129667520523, 0.004741187673062086, 0.019754275679588318, 0.026218418031930923, 0.05511282756924629, 0.0011106043821200728, 0.061571162194013596, 0.02009524218738079, 0.03526797890663147, -0.054360657930374146, 0.011615289375185966, -0.014401677995920181, -0.02148783951997757, -0.013430876657366753, -0.00459315674379468, -0.017209559679031372, 0.011727578938007355, -0.048132918775081635, -0.025646569207310677, -0.03299836069345474, -0.006188774947077036, -0.005661575589329004, 0.01330105122178793, 0.029913730919361115, 0.0471593402326107, 0.021438108757138252, 0.03117963671684265, 0.01946350745856762, -0.047159187495708466, -0.1386341005563736, 0.10821381211280823, 0.022723117843270302, 0.02932022698223591, 0.0218014158308506, -0.024842021986842155, -0.025373438373208046, 0.0787622258067131, 0.000717169139534235, -0.02929091826081276, -0.06328475475311279, 0.057396724820137024, 0.015144837088882923, -0.02532714605331421, -0.02169267274439335, 0.004454989451915026, 0.02515454962849617, -0.013571052812039852, -0.02665228769183159, -0.04171503335237503, 0.023118315264582634, 0.022628676146268845, -0.06299228221178055, 0.0424136258661747, 0.0038916533812880516, 0.02962208166718483, 0.05440543219447136, 0.030275195837020874, 0.01941211149096489, -0.052350860089063644, 0.01941399835050106, -0.008830503560602665, -0.08428680896759033, -0.017669368535280228, -0.028867362067103386, 0.01575232483446598, -0.06593111902475357, 0.3864634335041046, -0.042105164378881454, -0.022179750725626945, 0.04995054006576538, 0.046737004071474075, 0.0015892453957349062, 0.02099332958459854, 0.014229250140488148, -0.04575067013502121, 0.014544024132192135, -0.03833603113889694, -0.009646766819059849, 0.03448667749762535, 0.044731199741363525, -0.05178479477763176, -0.03331475332379341, 0.01748083345592022, 0.011979064904153347, 0.013185490854084492, -0.007880878634750843, 0.011702178046107292, 0.014059565961360931, -0.005140889901667833, 0.021772129461169243, 0.003343168878927827, -0.018499737605452538, -0.03918793424963951, 0.029715897515416145, 0.0687568411231041, 0.016745274886488914, -0.01964818313717842, 0.06275298446416855, -0.0635991171002388, -0.05096394568681717, -0.014786513522267342, 0.02134561538696289, 0.010737230069935322, 0.022359361872076988, -0.02053372748196125, -0.011011266149580479, 0.0038111861795186996, 0.01737077161669731, 0.001443067449145019, 0.009644445963203907, -0.043511297553777695, -0.04561420902609825, 0.1407756805419922, -0.015220588073134422, -0.011442143470048904, -0.013381684198975563, -0.048864107578992844, 0.004156060051172972, 0.05468630790710449, 0.00015091458044480532, -0.04099978506565094, 0.01438810396939516, 0.017025258392095566, 0.06655370444059372, -0.004592400975525379, -0.01588178426027298, 0.010561250150203705, -0.04762639105319977, 0.012947393581271172, -0.0381603017449379, 0.06509923934936523, 0.02729879319667816, -0.10454736649990082, -0.01225910522043705, 0.0068967631086707115, -0.008778244256973267, -0.027187854051589966, -0.04024064913392067, 0.0010862193303182721, -0.028066158294677734, -0.01188050489872694, 0.02569233439862728, 0.021254215389490128, -0.04344276711344719, -0.023833373561501503, 0.06573744863271713, 0.03904685750603676, 0.007059562485665083, 0.03753012791275978, -0.05759238451719284, 0.026947567239403725, 0.008731837384402752, -0.075111985206604, -0.02864840067923069, 0.0058926744386553764, -0.020355435088276863, -0.05895610898733139, -0.05024002864956856, -0.01322209183126688, -0.036003824323415756, 0.05879543721675873, -0.03351997584104538, -0.018270598724484444, 0.01744810678064823, -0.017979290336370468, 0.0285794660449028, -0.015469176694750786, 0.004187530837953091, 0.06519796699285507, -0.017891649156808853, 0.05175483226776123, -0.03559735789895058, 0.05180264264345169, 0.03598209097981453, -0.048245277255773544, 0.028330152854323387, 0.04482389613986015, -0.03143223747611046, 0.005101347807794809, -0.004595535341650248, 0.034721486270427704, 0.007910197600722313, -0.048997245728969574, 0.010706002824008465, 0.0494314581155777, -0.008631650358438492, 0.0057296124286949635, -0.03727136552333832, -0.005548471584916115, -0.008146810345351696, -0.32176080346107483, -0.03897907957434654, 0.00019846543727908283, -0.01769421435892582, 0.012824486941099167, -0.04489254578948021, 0.023962650448083878, -0.004364123102277517, -0.04692193120718002, -0.019294913858175278, 0.11211030930280685, -0.02034739777445793, -0.010282163508236408, -0.09632955491542816, 0.01886296086013317, 0.0325649119913578, -0.021634619683027267, -0.03863159567117691, -0.031477849930524826, 0.03532986342906952, 0.03739027678966522, 0.03996759280562401, 0.02386198751628399, -0.06184915825724602, -0.008731679990887642, -0.03661555051803589, 0.07933545112609863, -0.05921056121587753, 0.12488781660795212, -0.03506443649530411, 0.05671887844800949, -0.016880013048648834, 0.035682305693626404, -0.059243202209472656, -0.014895872212946415, -0.03777184337377548, 0.009739330969750881, -0.010799901559948921, 0.04647277295589447, -0.023988155648112297, -0.03142724931240082, 0.022351913154125214, -0.05326519533991814, -0.038369689136743546, -0.0007581279496662319, -0.03777417540550232, -0.06506069004535675, -0.04623177647590637, -0.02545998804271221, 0.03816322237253189, -0.027328668162226677, -0.035335104912519455, -0.020247645676136017, 0.003543055383488536, 0.005765191745012999, -0.011438447050750256, -0.03729930892586708, -0.020696334540843964, -0.013771803118288517, -0.01633240282535553, 0.029367130249738693, 0.07537324726581573, 0.05737512931227684, -0.03983340784907341, 0.021349288523197174, 0.005979114677757025, 0.009713811799883842, 0.0016249805921688676, 0.0440637581050396, -0.065086729824543, -0.05397576838731766, 0.1316221058368683, -0.020293783396482468, -0.03426274284720421, 0.029395973309874535, 0.03664829954504967, -0.007660366129130125, 0.017628664150834084, -0.009729496203362942, -0.01330836396664381, 0.04407973960042, 0.0035024904645979404, 0.022382834926247597, -0.04490526765584946, 0.02301756851375103, 0.010499771684408188, -0.06330473721027374, 0.036846332252025604, 0.04942677915096283, -0.04598372429609299, -0.04016801714897156, -0.007650177460163832, -0.01722107268869877, -0.036985844373703, 0.07178109139204025, -0.002172010252252221, -0.26110395789146423, -0.0020655826665461063, 0.08507020026445389, 0.04269305244088173, -0.0321878120303154, 0.04125053808093071, 0.021417463198304176, -0.043271034955978394, 0.03317512944340706, 0.015500577166676521, 0.05833408981561661, 0.014673300087451935, 0.022707421332597733, -0.0025872238911688328, 0.05232206732034683, -0.021362101659178734, 0.0589737594127655, -0.01983344368636608, -0.004558567423373461, -0.004244690760970116, 0.020641667768359184, 0.006508431397378445, 0.1879459023475647, -0.009800360538065434, 0.05989780277013779, 0.03300997242331505, 0.04127855226397514, 0.013994434848427773, 0.07450827211141586, 0.022730758413672447, 0.03618164733052254, 0.00025332163204438984, 0.08980026096105576, 0.0015271144220605493, 0.02914697863161564, -0.13221707940101624, 0.03534908592700958, 0.0431000292301178, 0.009749154560267925, -0.017379194498062134, -0.016506029292941093, 0.0011329160770401359, -0.048940930515527725, -0.005862317979335785, 0.084562286734581, 0.018832674250006676, -0.00832371786236763, -0.07151836901903152, -0.0032906110864132643, -0.0098831532523036, -0.050200242549180984, -0.05824568495154381, 0.016877826303243637, -0.00837811827659607, 0.004972456488758326, 0.07121628522872925, 0.0039983270689845085, -0.03828420117497444, -0.047798916697502136, 0.03226035088300705, 0.048390746116638184, -0.03308122977614403, 0.10966362059116364, 0.044045694172382355, 0.04379817098379135 ]
[ -0.03692013770341873, 0.0001402046182192862, 0.007779335603117943, -0.0161602720618248, -0.02209809422492981, 0.008047064766287804, 0.0040854718536138535, -0.00010942610242636874, -0.006979924626648426, 0.004383656196296215, -0.025463785976171494, 0.016603553667664528, 0.020361416041851044, -0.010161761194467545, 0.06105143949389458, -0.025487106293439865, 0.025979965925216675, -0.023954572156071663, 0.01981758140027523, 0.007472878322005272, -0.008793976157903671, 0.051531050354242325, -0.014445170760154724, -0.01901393197476864, -0.05789993703365326, -0.005840518046170473, -0.021424492821097374, -0.060828596353530884, -0.0019084167433902621, -0.09828167408704758, 0.008318308740854263, -0.020713111385703087, -0.02773071452975273, -0.02451375685632229, -0.021132875233888626, 0.03495880961418152, 0.018442461267113686, 0.038566671311855316, 0.006625673733651638, 0.036322008818387985, -0.02080974355340004, -0.015417192131280899, -0.013651806861162186, 0.010963529348373413, -0.020734811201691628, -0.016132188960909843, -0.00687700929120183, -0.05231712386012077, 0.004016997292637825, -0.009504305198788643, -0.004364695865660906, -0.010607603937387466, -0.007933879271149635, 0.031755559146404266, 0.033745452761650085, -0.05021092668175697, -0.02923198975622654, -0.010456711053848267, -0.030095921829342842, 0.010067499242722988, 0.002965490100905299, -0.007041047792881727, -0.028621139004826546, -0.015498269349336624, 0.027397284284234047, -0.017201414331793785, 0.007126481272280216, -0.038572024554014206, -0.022709140554070473, -0.0051129721105098724, -0.020356537774205208, 0.02976905182003975, -0.00028375856345519423, 0.00876106508076191, -0.0121159041300416, 0.012014820240437984, 0.053189538419246674, -0.00798007007688284, 0.023135028779506683, -0.042087823152542114, -0.01093593891710043, 0.0011502004927024245, 0.026465222239494324, 0.08143050968647003, 0.008946622721850872, 0.026308264583349228, 0.005801758263260126, -0.020930705592036247, 0.030792834237217903, 0.004528562538325787, -0.015194865874946117, 0.028113696724176407, 0.004796748049557209, -0.014043724164366722, -0.05205463618040085, 0.0024312420282512903, -0.05044646933674812, -0.04731755703687668, -0.022236289456486702, 0.833100438117981, -0.014270683750510216, 0.027907831594347954, 0.04420965164899826, 0.008624570444226265, 0.029480990022420883, -0.033788714557886124, -0.037534549832344055, 0.020656028762459755, 0.023396972566843033, -0.004252779297530651, 0.004104392137378454, 0.00434420071542263, 0.008387151174247265, 0.012566564604640007, -0.013527370989322662, 0.02343292161822319, 0.029960844665765762, -0.05956476554274559, 0.003949233330786228, 0.011646625585854053, 0.02513789013028145, -0.015470640733838081, -0.021345796063542366, -0.02906758524477482, 0.02819918654859066, -0.1580837368965149, 0.032818760722875595, -8.686164895187594e-33, -0.008671657182276249, -0.036539074033498764, 0.026327110826969147, 0.04449347034096718, 0.057159487158060074, -0.020761817693710327, 0.027004258707165718, 0.0067741759121418, 0.012516811490058899, -0.00458100950345397, -0.02051553875207901, -0.014527883380651474, 0.01901628077030182, -0.026832180097699165, 0.015211710706353188, -0.023861953988671303, 0.0046522729098796844, 0.013487663120031357, -0.0034824174363166094, -0.021152313798666, 0.02078716643154621, 0.028786545619368553, 0.021789880469441414, -0.013165835291147232, 0.02732883393764496, 0.00606391578912735, 0.0043413895182311535, -0.013624012470245361, 0.0009995012078434229, -0.05187465250492096, 0.032560721039772034, -0.023088904097676277, -0.01536080427467823, 0.017877578735351562, 0.013753293082118034, -0.032671310007572174, -0.001083033042959869, -0.010675696656107903, -0.048072364181280136, -0.030825026333332062, -0.021099956706166267, 0.023648163303732872, -0.03295369818806648, 0.049898386001586914, -0.026016902178525925, -0.039539117366075516, -0.014409046620130539, -0.022366588935256004, 0.05173448845744133, 0.013567031361162663, 0.058304913341999054, 0.053267914801836014, 0.011072555556893349, -0.004074884112924337, -0.01334710419178009, 0.03457604721188545, 0.0023661511950194836, 0.0033839792013168335, 0.011613073758780956, 0.01184073742479086, 0.03937537223100662, -0.05243963375687599, -0.01013659406453371, -0.007416226901113987, 0.002191038802266121, -0.0628281757235527, -0.0382704958319664, -0.002031393116340041, 0.008109206333756447, 0.0027945826295763254, -0.008931762538850307, -0.025681626051664352, -0.009382360614836216, -0.006013999227434397, 0.03678356856107712, 0.013111915439367294, 0.01983514614403248, -0.031079202890396118, -0.005517005920410156, -0.022990068420767784, 0.033766962587833405, 0.0013164846459403634, 0.01949653960764408, 0.023135460913181305, -0.02109002321958542, 0.0017682621255517006, 0.03242955729365349, -0.016005823388695717, 0.005780062172561884, -0.006704117637127638, 0.0077004884369671345, 0.038710445165634155, 0.010531560517847538, -0.0007745705079287291, -0.035025615245103836, 8.073913070665622e-33, -0.037053994834423065, 0.001055612345226109, -0.019565792754292488, -0.0009605141240172088, -0.0008865242707543075, 0.04042309522628784, 0.03262913227081299, -0.008187202736735344, -0.06626338511705399, 0.037811651825904846, 0.008705868385732174, 0.0711231529712677, -0.022737253457307816, 0.06524196267127991, 0.03387651592493057, -0.017311418429017067, 0.02601710520684719, -0.015065507031977177, 0.015345142222940922, -0.011447099037468433, 0.0017439480870962143, 0.007075099740177393, 0.029277505353093147, -0.023312153294682503, -0.02116047777235508, 0.05204511806368828, -0.025737229734659195, 0.001736814621835947, 0.004152283538132906, -0.050298526883125305, 0.000562668195925653, -0.020788339897990227, 0.029429689049720764, -0.04130994901061058, 0.022195925936102867, 0.0286867655813694, -0.01752769574522972, -0.00877367239445448, 0.023870430886745453, -0.028452668339014053, 0.029859349131584167, -0.055748872458934784, -0.011033706367015839, -0.003961488138884306, -0.0012111807009205222, -0.02427397295832634, -0.0026154376100748777, -0.038963768631219864, -0.010604665614664555, 0.06443905830383301, -0.006091385148465633, -0.028451310470700264, -0.005929472856223583, 0.043107591569423676, 0.011741837486624718, 0.02281821519136429, -0.016072245314717293, -0.024453217163681984, -0.014552552253007889, 0.013132426887750626, 0.026233555749058723, 0.02642057090997696, -0.01707315631210804, 0.03941276669502258, -0.006860144902020693, 0.0087687186896801, -0.03195899724960327, -0.02412109449505806, -0.016782045364379883, 0.00028252811171114445, -0.028343800455331802, 0.030188942328095436, -0.023210130631923676, 0.007985929027199745, 0.02065104991197586, -0.030428780242800713, 0.0333903506398201, -0.026505090296268463, -0.012328297831118107, 0.005058129783719778, 0.015644242987036705, -0.04520367458462715, 0.014725947752594948, 0.007813016884028912, -0.03857732564210892, -0.02886784076690674, -0.0032325421925634146, -0.03166329488158226, 0.020086418837308884, -0.023917004466056824, -0.03247489035129547, 0.010045924223959446, -0.01774839498102665, 0.0014438852667808533, 0.025805596262216568, -1.3565737866372274e-8, -0.04234353080391884, 0.03177093341946602, -0.024749765172600746, 0.032987624406814575, 0.030037973076105118, -0.030097907409071922, -0.0407036691904068, -0.035285044461488724, -0.022639283910393715, 0.02323842979967594, -0.0044816965237259865, -0.017936889082193375, 0.015396622940897942, -0.01663392037153244, 0.04684976860880852, -0.01769091747701168, -0.016612069681286812, -0.025718213990330696, 0.01617535389959812, 0.021722013130784035, -0.025568673387169838, 0.05106375738978386, 0.008625089190900326, -0.023645035922527313, 0.00219478621147573, 0.01887468993663788, 0.014967628754675388, -0.05540268495678902, 0.009169105440378189, 0.03469407558441162, -0.02557387575507164, -0.023605166003108025, -0.021447395905852318, -0.014415918849408627, -0.052330926060676575, 0.0025416011922061443, -0.03385831043124199, 0.0027283523231744766, 0.02222568169236183, -0.0004337332211434841, 0.028707701712846756, 0.00069214659743011, 0.030417349189519882, 0.012943201698362827, 0.021287938579916954, 0.018489334732294083, -0.012598159722983837, 0.05244334414601326, 0.029570704326033592, -0.02219654992222786, -0.021594226360321045, 0.04949439689517021, 0.04238797351717949, -0.0066100298427045345, -0.0028447150252759457, 0.007240258622914553, 0.02644363045692444, -0.038776736706495285, 0.01030335295945406, 0.04397629573941231, -0.004571626894176006, 0.044286832213401794, -0.02453686110675335, -0.02559799887239933 ]
functional-c-the-hole-in-the-middle-pattern
https://markhneedham.com/blog/2009/04/04/functional-c-the-hole-in-the-middle-pattern
false
2009-04-05 19:45:56
Coding: It's all about the context
[ "coding" ]
[ "Coding" ]
I think one of the easiest things to do as a developer is to look at some code that you didn't write and then start trashing it for all the supposed mistakes that the author has made that you wouldn't have. It's certainly something I've been guilty of doing and probably will be again in the future. Sometimes it's justified but most of the time we lack the context for http://www.markhneedham.com/blog/2008/08/08/if-they-were-that-rubbish/[understanding why the code was written the way it was] and therefore our criticism is not very useful to anyone. I think the more projects that I work on the more I realise that there's no single set of rules that we can apply in all contexts. I think rules or principles do still have value but http://www.markhneedham.com/blog/2009/02/13/ferengi-programmer-and-the-dreyfus-model/[we shouldn't rigidly stick to them], but be aware when there is more value in not following the rule and then go for it. To give a simple example, one of the forms of good practice when using the NUnit testing framework is to minimise our use of the TestFixtureSetUp attribute and instead use SetUp so that the common bit of code is repeated before each test is run rather than one time before all the tests are run. One time when we found it useful to break this rule is when writing tests for mapping code when there are a lot of different things to assert and only one method call to make. Using our normal approach of keeping each test as it's own little specification resulted in tests that were really difficult so we broke the rule and using an approach which http://www.markhneedham.com/blog/2009/03/01/nunit-tests-with-contextspec-style-assertions/[resembles the context/spec approach to driving code]. Looking at that code without the context of what I've just described you would probably think that it's terrible code and that we don't know how to use the framework but in this case it actually made our lives easier so I think it's fine to break the rule in this case. Another example is passing booleans into methods - in general I think this is really bad practice but it actually helps to significantly simplify code when we pass them into HtmlHelpers so that it knows whether to render the read only version of a control or not. I'm not sure who said that 'if you rewrite a system that you didn't write the first time you'll probably make the same mistakes as the original team did' but it's certainly becoming more clear to me how this would be the case. The conclusion I'm pretty much coming to is that *it's great to follow a set of practices*, and doing so helps ensure that we are doing the right thing most of the time, but *having the flexibility of thought to step away from that and try something different is very important*.
null
null
[ 0.010603188537061214, 0.0077912574633955956, -0.00814757402986288, 0.03410831838846207, 0.07349070906639099, 0.0046630604192614555, 0.0323946475982666, 0.024848073720932007, 0.02678631618618965, -0.024335689842700958, -0.01727963238954544, 0.009413008578121662, -0.0680244043469429, 0.007642509415745735, -0.04608291760087013, 0.08251895010471344, 0.06247144192457199, -0.031172428280115128, 0.0510668009519577, -0.02061416395008564, 0.04531414806842804, 0.055463168770074844, 0.006514154840260744, 0.026855766773223877, 0.023646721616387367, 0.022821389138698578, 0.010498415678739548, 0.013083293102681637, -0.07282590121030807, -0.013522244989871979, 0.04183211922645569, 0.015347721055150032, 0.004057273734360933, -0.012196196243166924, 0.0025557586923241615, -0.011048135347664356, -0.0022184429690241814, 0.03304975479841232, 0.010159535333514214, 0.017565324902534485, -0.0520976260304451, 0.02790151908993721, -0.00574290007352829, 0.018993351608514786, -0.046359091997146606, -0.0014561054995283484, -0.008302104659378529, -0.007319952826946974, -0.021966584026813507, -0.0036749597638845444, -0.05846018344163895, 0.05680163577198982, -0.007932591252028942, -0.001163671026006341, -0.0036512964870780706, 0.05333588272333145, 0.03003985621035099, -0.07270260900259018, 0.025285055860877037, -0.041076406836509705, -0.008724283427000046, -0.00014741742052137852, -0.0022133963648229837, 0.05927000567317009, 0.02052268758416176, -0.01470796950161457, -0.014233572408556938, 0.02750891074538231, -0.04782305657863617, 0.004087374079972506, -0.008263962343335152, 0.0011567813344299793, -0.033468734472990036, -0.020163211971521378, 0.005980688147246838, -0.03945634514093399, -0.0036410249304026365, 0.0567513033747673, 0.014220798388123512, 0.04634150117635727, -0.012679149396717548, -0.012631498277187347, 0.02953861467540264, 0.008182166144251823, 0.0030330198351293802, -0.040986765176057816, 0.008582829497754574, -0.012982047162950039, -0.047399695962667465, 0.07263585925102234, 0.03350811079144478, -0.052905503660440445, 0.030248291790485382, 0.032777804881334305, -0.0005025079590268433, 0.010312464088201523, 0.02247658558189869, -0.0001466813700972125, -0.00019544387760106474, 0.014073085971176624, -0.013032159768044949, -0.029248123988509178, 0.0074366130866110325, 0.004491541069000959, -0.08646535873413086, -0.007460430264472961, -0.027906838804483414, -0.0168033204972744, 0.003421265631914139, 0.004023162182420492, -0.030715761706233025, 0.035646915435791016, -0.013502292335033417, 0.003288447391241789, -0.07797952741384506, 0.0576147586107254, -0.024786198511719704, -0.029798727482557297, -0.011510113254189491, 0.013147651217877865, 0.04116552695631981, 0.015489955432713032, -0.0015222044894471765, 0.08450146019458771, 0.013565619476139545, 0.026743868365883827, -0.010324073024094105, 0.059258028864860535, -0.005846871063113213, -0.04367987439036369, -0.008448061533272266, 0.03690633550286293, -0.02561798319220543, -0.012178834527730942, -0.008471807464957237, -0.0265093632042408, -0.007670899387449026, -0.0073877437971532345, 0.02030765824019909, 0.059632424265146255, -0.017119886353611946, -0.04105605185031891, 0.030035268515348434, 0.0041583022102713585, 0.014094838872551918, 0.016086557880043983, -0.010038030333817005, -0.010945253074169159, -0.009081120602786541, 0.012749778106808662, -0.003110916120931506, 0.03750451281666756, 0.01641666144132614, -0.0454714335501194, 0.02219117060303688, 0.07037677615880966, 0.012453718110918999, 0.02687489613890648, -0.017835309728980064, 0.04979981109499931, 0.0443161241710186, 0.03648398071527481, 0.028189372271299362, 0.027336416766047478, 0.036505069583654404, 0.0008366277324967086, -0.0043292841874063015, 0.04736095666885376, 0.0052983504720032215, 0.03216793015599251, -0.05469749867916107, -0.05445956066250801, 0.05696810409426689, -0.05503256991505623, -0.026432329788804054, 0.049512218683958054, 0.06971148401498795, 0.002908304100856185, 0.058588191866874695, 0.014030763879418373, -0.07259941101074219, 0.02443530224263668, 0.02211022935807705, 0.01984557881951332, -0.00357516179792583, -0.0008405963890254498, 0.05746016651391983, 0.016057904809713364, -0.01308166142553091, 0.03115225024521351, -0.0820828527212143, -0.09180112183094025, -0.006831792648881674, -0.030967727303504944, 0.060993362218141556, -0.038958631455898285, -0.008668499067425728, 0.08162865042686462, 0.02101415954530239, 0.055782500654459, 0.04266328737139702, 0.007494607008993626, 0.016637591645121574, -0.047007836401462555, -0.034459300339221954, 0.057815298438072205, 0.032253291457891464, -0.0250932015478611, -0.054568350315093994, 0.018235687166452408, -0.0009136157459579408, 0.004047245718538761, 0.03886428475379944, -0.010534056462347507, 0.027890585362911224, 0.014472590759396553, 0.06926608085632324, -0.014364638365805149, 0.06689144670963287, -0.05985013023018837, 0.006941889878362417, -0.03312994912266731, -0.01160216424614191, 0.00691049313172698, 0.0015830566408112645, 0.11730164289474487, 0.054345764219760895, -0.04243771731853485, -0.01954936794936657, -0.009708346799015999, 0.004243531264364719, -0.054753005504608154, 0.006162857171148062, -0.0008966963505372405, -0.0027824314311146736, -0.003938546869903803, -0.05590694397687912, -0.0068669370375573635, 0.01525868196040392, -0.029855575412511826, 0.015467934310436249, 0.0805356353521347, -0.03532891348004341, 0.04459001123905182, -0.014656848274171352, -0.023924969136714935, -0.008806396275758743, -0.01028002891689539, -0.05995139852166176, 0.01889812760055065, 0.025421863421797752, -0.024004166945815086, 0.05593762919306755, -0.021295912563800812, -0.040400393307209015, -0.030652828514575958, -0.050416864454746246, 0.011191735975444317, 0.03249438852071762, 0.0664990171790123, 0.00019383215112611651, 0.03917919099330902, 0.0004085731052327901, 0.017748860642313957, -0.0006102197803556919, -0.05081019178032875, -0.01783462055027485, -0.01232026144862175, 0.001933304825797677, 0.0445721261203289, -0.014283915981650352, 0.026605183258652687, 0.028553800657391548, 0.018055837601423264, -0.02731848880648613, -0.027455763891339302, 0.03768489137291908, 0.011320018209517002, -0.027490394189953804, -0.012618759647011757, -0.04024684056639671, 0.03963721543550491, -0.034605465829372406, -0.014144472777843475, 0.027087068185210228, -0.06941509991884232, 0.05587560310959816, -0.058977242559194565, -0.05371667817234993, 0.020916802808642387, 0.02399432845413685, 0.05161159113049507, -0.02539019286632538, 0.023534348234534264, 0.08001262694597244, 0.00374803994782269, -0.004820642992854118, 0.005725299473851919, 0.0069202398881316185, 0.02735869586467743, 0.0037820758298039436, 0.002606094814836979, 0.018313420936465263, 0.00919110607355833, 0.02214064449071884, -0.037221528589725494, 0.006450382526963949, -0.005944734904915094, -0.2777101397514343, 0.0511983260512352, 0.0038731717504560947, -0.030371814966201782, 0.02441585063934326, -0.03345494344830513, 0.013249932788312435, -0.03719419986009598, -0.012066011317074299, 0.03369750455021858, -0.05744272470474243, -0.06201130896806717, -0.03264887258410454, 0.043671224266290665, -0.015293383970856667, -0.0046356115490198135, 0.010762576013803482, -0.05040824040770531, 0.013750205747783184, 0.06303142756223679, -0.011269435286521912, -0.06869432330131531, 0.021563749760389328, 0.02417820692062378, 0.03997480124235153, 0.056769128888845444, -0.09201428294181824, 0.05316592752933502, -0.05170796439051628, -0.004522747825831175, -0.0010386136127635837, -0.007811713498085737, -0.003167668590322137, -0.051677554845809937, -0.015605717897415161, 0.0005629242514260113, 0.03202167525887489, -0.0016527220141142607, -0.013176404871046543, 0.024161478504538536, -0.019025610759854317, -0.044722653925418854, -0.026874985545873642, 0.006094840820878744, 0.07820770889520645, -0.017023665830492973, -0.09639012813568115, -0.017057787626981735, -0.029500853270292282, 0.0675782784819603, -0.06694192439317703, -0.026051927357912064, -0.008820745162665844, 0.04549633711576462, -0.031484369188547134, -0.04432183876633644, 0.005188692826777697, -0.0292593352496624, -0.04128580912947655, -0.03564660996198654, -0.03164131939411163, -0.0440843291580677, -0.0022755025420337915, -0.04122460260987282, 0.00163900142069906, -0.06714597344398499, -0.05702337995171547, -0.017597094178199768, 0.06492418050765991, 0.01792864315211773, -0.030404364690184593, 0.006214141845703125, 0.004126907326281071, -0.10893223434686661, -0.007954590022563934, -0.025992823764681816, -0.021715344861149788, -0.026253245770931244, 0.004618866369128227, 0.05822582542896271, -0.040923576802015305, -0.06274428218603134, 0.04033425822854042, -0.0030537110287696123, 0.02372538298368454, -0.010349816642701626, 0.030696110799908638, 0.02080770954489708, -0.012202479876577854, 0.02081928960978985, 0.0710473358631134, 0.00849539041519165, -0.0353177934885025, -0.0340484119951725, 0.02631259709596634, 0.010261123068630695, 0.035749830305576324, -0.007375682704150677, 0.01639818400144577, 0.01954941265285015, 0.008657444268465042, -0.06240306794643402, 0.04500040411949158, -0.022080594673752785, 0.008313242346048355, -0.005851814057677984, -0.0562821626663208, 0.0333990603685379, 0.01900913380086422, 0.0478375144302845, -0.005690537393093109, -0.02128440886735916, -0.0072914292104542255, -0.03580082580447197, -0.04704389348626137, -0.027379143983125687, 0.013803179375827312, 0.03231637552380562, -0.02133774943649769, -0.006006136536598206, -0.04430585354566574, 0.0016641858965158463, 0.002386690815910697, -0.016726834699511528, -0.0487796925008297, -0.04350633919239044, 0.009127220138907433, -0.018178511410951614, 0.011576124466955662, 0.006805202923715115, -0.01384369283914566, 0.032301656901836395, 0.013655927032232285, -0.044955063611269, 0.013993815518915653, -0.01781524531543255, -0.03725842759013176, -0.014871425926685333, -0.010322688147425652, -0.022440239787101746, 0.001958341570571065, 0.018581608310341835, 0.01157639641314745, 0.024698985740542412, 0.023269489407539368, -0.01408034935593605, 0.034552525728940964, -0.0025988095439970493, 0.022428976371884346, 0.01640896499156952, 0.019267180934548378, -0.0840614065527916, 0.030496226623654366, -0.042579829692840576, -0.035418204963207245, -0.0250508151948452, 0.022137410938739777, -0.012921341694891453, -0.04033057019114494, -0.03325546905398369, 0.016505366191267967, -0.05307811126112938, -0.04847542196512222, -0.03827957063913345, 0.02500578947365284, 0.06556733697652817, -0.018143903464078903, 0.047158125787973404, -0.0375734306871891, -0.020793959498405457, 0.006184194702655077, 0.021336156874895096, -0.040786780416965485, 0.023680655285716057, -0.0006032525561749935, 0.0014973905635997653, -0.014050348661839962, 0.0006581628695130348, 0.05047466605901718, 0.01792312040925026, 0.004130162764340639, -0.01193209644407034, 0.020901383832097054, 0.02201949432492256, 0.04022771492600441, -0.0011196885025128722, 0.0030282053630799055, 0.010947240516543388, -0.019018879160284996, -0.019047504290938377, -0.04140545427799225, -0.022097373381257057, 0.01164990570396185, 0.03715621307492256, -0.044815078377723694, -0.07078701257705688, 0.029350094497203827, 0.042936600744724274, 0.02565205842256546, 0.015588413923978806, 0.006904140580445528, -0.011982200667262077, -0.021415449678897858, 0.03510540351271629, 0.0713982954621315, -0.05492765083909035, 0.012366922572255135, -0.008926614187657833, 0.01696094125509262, 0.027309171855449677, -0.004796413239091635, -0.051301777362823486, -0.01640673168003559, -0.03532075136899948, -0.014854305423796177, -0.061509281396865845, -0.01726454123854637, -0.009756437502801418, 0.011812964454293251, -0.005999282468110323, -0.023784611374139786, -0.022259587422013283, -0.008428904227912426, -0.01083594560623169, -0.02092430181801319, 0.008824065327644348, -0.01940888725221157, 0.012941286899149418, 0.03107290528714657, -0.039120618253946304, 0.006057302001863718, -0.01327917817980051, 0.02819572389125824, 0.023087337613105774, -0.02608354762196541, -0.027880890294909477, -0.02542530931532383, 0.0044095623306930065, -0.005239472258836031, 0.04351780191063881, -0.012444847263395786, -0.03921239823102951, -0.038380902260541916, 0.007225964218378067, -0.03755470737814903, 0.018071018159389496, -0.013723297044634819, -0.024103747680783272, 0.023119671270251274, 0.0648287758231163, 0.013395359739661217, 0.037951622158288956, 0.0013954858295619488, -0.002776539418846369, 0.05844762548804283, -0.08285080641508102, -0.013521055690944195, -0.04881707578897476, -0.06296934187412262, 0.017910940572619438, 0.023243991658091545, 0.021937357261776924, -0.019276443868875504, 0.029496770352125168, 0.015869900584220886, 0.028434475883841515, 0.028195224702358246, -0.018154043704271317, 0.041050024330616, -0.06564027070999146, 0.015850083902478218, -0.09822246432304382, 0.019732635468244553, 0.03689245507121086, 0.007017816882580519, -0.014389406889677048, -0.019886082038283348, -0.041234347969293594, 0.05392571538686752, -0.04466605931520462, -0.018171586096286774, 0.02684766612946987, 0.0045220316387712955, -0.009198863990604877, 0.014994511380791664, -0.0725802630186081, 0.03126681223511696, 0.024831727147102356, -0.04845132678747177, -0.04202932491898537, -0.025635026395320892, 0.050126515328884125, 0.01539748813956976, 0.00511085195466876, -0.026672886684536934, -0.0035295358393341303, 0.062344253063201904, 0.011710796505212784, 0.03128514066338539, 0.032809048891067505, -0.016352342441678047, 0.03876329958438873, 0.046728428453207016, 0.0013023240026086569, -0.00760780181735754, -0.005030883476138115, 0.0015132195549085736, -0.06309809535741806, 0.03813443332910538, 0.022088881582021713, -0.05160174518823624, -0.033427052199840546, 0.06281739473342896, 0.00809694267809391, -0.026827989146113396, -0.046204593032598495, -0.010806777514517307, -0.08127842098474503, -0.01636856608092785, -0.015523424372076988, -0.00573218846693635, -0.04412613809108734, 0.05551283061504364, 0.01732606813311577, 0.0022803256288170815, 0.08278632909059525, -0.009289846755564213, -0.017487023025751114, -0.003759835148230195, 0.07918395847082138, 0.06193346902728081, 0.05013761296868324, -0.0038011930882930756, 0.04669661819934845, -0.01756821759045124, -0.0378103032708168, 0.024449123069643974, 0.008482192642986774, 0.015582879073917866, -0.02084515057504177, 0.028960855677723885, 0.040232203900814056, -0.016704559326171875, 0.06412416696548462, -0.025027552619576454, -0.0013232167111709714, -0.000707999977748841, 0.019832387566566467, 0.019663207232952118, 0.08907347172498703, 0.004614091943949461, 0.01826530136168003, -0.009065965190529823, -0.045286014676094055, 0.017802458256483078, -0.04207967221736908, -0.016222883015871048, 0.02558720111846924, 0.0023868584539741278, 0.023653538897633553, 0.03235739469528198, 0.039736486971378326, 0.06772921979427338, -0.014579063281416893, 0.006593142636120319, 0.005739660933613777, 0.036738160997629166, 0.013287643902003765, -0.0092008663341403, -0.03594445064663887, -0.023186426609754562, -0.009336821734905243, -0.01153471227735281, -0.011539075523614883, -0.02394709922373295, -0.022741736844182014, 0.04355106130242348, -0.01383743155747652, -0.015474827028810978, 0.010989476926624775, 0.015253201127052307, -0.029695725068449974, -0.07434996217489243, -0.04726637154817581, -0.04762723296880722, -0.06890173256397247, -0.03680168837308884, 0.01135831419378519, -0.010655724443495274, -0.022245164960622787, -0.021320639178156853, -0.014458296820521355, -0.022349556908011436, 0.0527111291885376, -0.0508587583899498, -0.014118632301688194, 0.033650655299425125, 0.024713637307286263, 0.03912755474448204, 0.015586764551699162, 0.027900544926524162, 0.01612360030412674, -0.004278185311704874, -0.01259718369692564, -0.014043047092854977, 0.041680920869112015, -0.0011392519809305668, 0.01666923612356186, -0.07849215716123581, 0.004550601821392775, 0.03054947778582573, 0.01648048125207424, -0.05813836306333542, 0.04795772209763527, -0.020715106278657913, -0.030078796669840813, 0.06240665540099144, -0.04074358567595482, 0.010764970444142818, -0.005461331456899643, -0.005709069315344095, -0.013307982124388218, 0.03414721041917801, 0.0373736247420311, -0.02079482190310955, 0.08594736456871033, 0.009068245999515057, -0.027099592611193657, -0.02698793262243271, -0.016379626467823982, 0.0013268239563331008, -0.0007418010500259697, -0.026717733591794968, -0.026852283626794815, -0.04429116100072861, -0.06038438156247139, -0.015712542459368706, 0.008020303212106228, -0.02843816578388214, -0.031877294182777405, 0.02599487267434597, 0.025756914168596268, -0.06571917235851288, 0.014096200466156006, -0.054378751665353775, 0.05847470089793205, -0.031941112130880356, -0.014939459040760994, 0.020650120452046394, 0.02106979861855507, -0.011886599473655224, 0.0107210548594594, 0.032833974808454514, -0.04591429606080055, -0.011160471476614475, 0.004101412370800972, 0.03710097074508667, 0.02610716037452221, -0.018667273223400116, 0.004293992184102535 ]
[ -0.10160363465547562, -0.004461475647985935, -0.028738820925354958, -0.04591723904013634, 0.061532195657491684, -0.04391205683350563, 0.016733787953853607, 0.004655551631003618, -0.01697714440524578, -0.01650238037109375, -0.02688124030828476, -0.02152964659035206, -0.01478959433734417, -0.00520872650668025, 0.07299122214317322, 0.012871114537119865, -0.028565745800733566, -0.03428671509027481, 0.0071476539596915245, 0.012637625448405743, 0.022770734503865242, -0.0019040865590795875, -0.029493123292922974, -0.00571016687899828, 0.026694979518651962, 0.03767211735248566, 0.0293964184820652, -0.056337110698223114, -0.004491097759455442, -0.19961713254451752, 0.01180222537368536, 0.005112219601869583, 0.024543030187487602, -0.033621445298194885, -0.0033541894517838955, 0.053088851273059845, 0.02780976891517639, 0.009713984094560146, -0.002763706725090742, 0.03251037374138832, -0.0006967736990191042, 0.013139335438609123, -0.03794029727578163, -0.031333956867456436, 0.03087785094976425, 0.019585996866226196, -0.00011002667451975867, -0.04413023218512535, -0.025613535195589066, -0.006684902124106884, -0.07006438076496124, -0.036457933485507965, -0.03237615525722504, -0.04331028833985329, -0.00502867391332984, -0.0031737834215164185, 0.03369272127747536, 0.06817933171987534, 0.003967226017266512, 0.020492661744356155, 0.0298636332154274, -0.045668359845876694, -0.13787415623664856, 0.0677986592054367, 0.048231277614831924, 0.0667015016078949, -0.034518979489803314, -0.021048152819275856, -0.021021686494350433, 0.08701568841934204, 0.009946094825863838, -0.023258771747350693, -0.026620622724294662, 0.06025662273168564, 0.016735009849071503, -0.0012412786018103361, -0.007110876031219959, 0.037364061921834946, 0.053383875638246536, -0.044510044157505035, -0.015552236698567867, -0.009815286844968796, 0.008909814059734344, 0.007323546800762415, -0.022133909165859222, 0.028772525489330292, -0.024881873279809952, 0.060690987855196, 0.06311751157045364, 0.024573029950261116, 0.08077631890773773, -0.019004259258508682, 0.02737722359597683, -0.0013479749904945493, -0.07606003433465958, -0.01167786680161953, -0.012120728380978107, 0.005439752712845802, -0.061338722705841064, 0.42443886399269104, -0.043539587408304214, -0.012345891445875168, 0.043169450014829636, 0.05139686167240143, -0.007623911835253239, -0.00358591228723526, 0.0423257052898407, -0.044772058725357056, 0.030350251123309135, -0.032026853412389755, 0.013818183913826942, 0.015161651186645031, 0.055021289736032486, -0.048406265676021576, -0.006950135808438063, 0.03899920731782913, 0.01522066816687584, 0.02755403146147728, -0.02206292375922203, 0.0028417406138032675, -0.023367522284388542, 0.018291359767317772, 0.024137869477272034, -0.0025405087508261204, 0.013431920669972897, -0.0027383172418922186, 0.022118758410215378, 0.07599187642335892, 0.01870567537844181, -0.006743057630956173, 0.037133656442165375, -0.06119917333126068, -0.04274266958236694, 0.004061213694512844, 0.017692266032099724, -0.0010226586600765586, 0.02032536268234253, 0.002598334103822708, 0.006602381356060505, 0.018445579335093498, -0.019706983119249344, -0.024826884269714355, 0.01577352173626423, 0.009225250221788883, -0.04873461276292801, 0.09786281734704971, -0.010509238578379154, -0.015087290666997433, 0.005934879183769226, -0.04199106991291046, 0.03325667232275009, 0.03802705928683281, -0.03632182627916336, -0.052065372467041016, 0.007338009774684906, 0.006748473737388849, 0.07493969053030014, -0.012324742041528225, -0.03580787405371666, -0.02069121040403843, -0.026186883449554443, -0.03662757948040962, -0.06423093378543854, 0.030671115964651108, 0.04780196025967598, -0.07569091767072678, -0.022393446415662766, 0.007280661258846521, 0.03466295450925827, -0.06899449229240417, -0.00747737567871809, -0.024133335798978806, -0.023449381813406944, -0.02987079881131649, 0.04207577556371689, -0.0386861190199852, -0.005941868294030428, 0.027629822492599487, 0.05129781365394592, 0.024539286270737648, 0.002056160708889365, 0.013532436452805996, -0.03775207698345184, 0.010370200499892235, -0.02682553231716156, -0.07461675256490707, -0.05048421397805214, -0.019568048417568207, -0.031268682330846786, -0.03677738085389137, -0.03220833092927933, -0.02149590104818344, -0.08975048363208771, 0.07944149523973465, -0.028183765709400177, -0.01977413333952427, 0.0415998175740242, -0.00954261515289545, -0.02829628624022007, -0.005373918917030096, -0.002324518747627735, 0.042446937412023544, -0.017538592219352722, 0.016169918701052666, -0.06450247019529343, 0.04713185504078865, 0.06652899086475372, -0.07116304337978363, 0.0815030187368393, 0.06118325889110565, -0.028117777779698372, -0.02004774659872055, 0.008951274678111076, 0.016875816509127617, -0.001815303461626172, -0.02371862530708313, 0.015402058139443398, 0.01979587785899639, -0.024314887821674347, 0.04894249513745308, -0.03489864990115166, -0.01029148604720831, -0.007489184848964214, -0.34900182485580444, -0.03868565708398819, -0.013701062649488449, -0.01774955727159977, 0.03890520706772804, -0.050919193774461746, -0.0026762697380036116, -0.0061361053958535194, -0.04411671683192253, 0.020926814526319504, 0.09082139283418655, -0.0010295668616890907, 0.005353651940822601, -0.09369885176420212, -0.0024185136426240206, -0.018768759444355965, -0.04500570893287659, -0.009701241739094257, -0.048544637858867645, 0.011587346903979778, -0.01262267492711544, -0.007922448217868805, -0.017344404011964798, -0.10310196131467819, 0.006170474924147129, -0.05394197255373001, 0.11738039553165436, -0.01775171607732773, 0.1290367841720581, -0.009759917855262756, 0.047622863203287125, -0.0194151159375906, 0.04475349560379982, -0.09874583780765533, 0.006768746301531792, -0.025506475940346718, -0.012266045436263084, 0.014841930940747261, 0.021375786513090134, -0.038483574986457825, -0.014045365154743195, 0.011773061007261276, -0.05342024564743042, -0.03589111566543579, -0.04192554950714111, 0.01797783188521862, -0.050378866493701935, -0.008946672081947327, -0.032362259924411774, 0.08186817914247513, 0.013764976523816586, 0.0020425801631063223, -0.003364813281223178, 0.013187971897423267, -0.0066627212800085545, -0.0099392244592309, -0.10635646432638168, 0.00009482535097049549, 0.02283053658902645, 0.0023237387649714947, 0.034181199967861176, 0.06777926534414291, 0.04037298262119293, -0.07777905464172363, 0.011236301623284817, 0.021360676735639572, 0.028349805623292923, -0.009190804325044155, 0.05631961300969124, -0.012724513188004494, -0.012834836728870869, 0.1312258392572403, -0.004730714950710535, -0.03987330570816994, 0.0240405835211277, 0.03855986148118973, -0.018652409315109253, 0.0324336476624012, 0.023904331028461456, -0.0005410886951722205, 0.01666153594851494, 0.002976205199956894, 0.021115750074386597, -0.014668870717287064, -0.006377949379384518, 0.01539591420441866, -0.03830966725945473, -0.02146049588918686, 0.0666947215795517, 0.019539358094334602, -0.020186202600598335, 0.01358781661838293, -0.02620885707437992, -0.05067664384841919, 0.06579511612653732, -0.020465083420276642, -0.22898778319358826, 0.010293884202837944, 0.07305747270584106, 0.0581524558365345, -0.010903814807534218, 0.03182418644428253, 0.03878660127520561, -0.055502086877822876, 0.017032062634825706, -0.00940130464732647, 0.012433587573468685, 0.04949378967285156, 0.011921107769012451, -0.01944560557603836, 0.06278886646032333, -0.01889706403017044, 0.0382840670645237, -0.001658084336668253, 0.04054807871580124, -0.013162696734070778, 0.028980739414691925, 0.011647511273622513, 0.16602514684200287, -0.01874854415655136, 0.015685055404901505, 0.024048615247011185, 0.029715312644839287, -0.0021228038240224123, 0.07971082627773285, 0.018010292202234268, 0.004024163354188204, 0.0069624558091163635, 0.0479995459318161, -0.002632835879921913, 0.032932527363300323, -0.08440716564655304, -0.028453798964619637, -0.0011459153611212969, 0.023762721568346024, -0.03670233488082886, 0.005777010228484869, 0.0014642636524513364, -0.021389156579971313, 0.03752397000789642, 0.05903066322207451, 0.014365429989993572, -0.00910459365695715, -0.04124927148222923, -0.052387725561857224, -0.010488753207027912, -0.02670235000550747, -0.018862709403038025, 0.007489566225558519, -0.023094361647963524, 0.00202578934840858, 0.06202635541558266, 0.041069645434617996, -0.028950542211532593, -0.01980414241552353, 0.00847300048917532, -0.005893980152904987, -0.016573132947087288, 0.11623510718345642, 0.039869021624326706, 0.021259432658553123 ]
[ -0.005824410822242498, -0.005275489296764135, -0.017479199916124344, 0.0003811596252489835, -0.018419617787003517, 0.002487989142537117, -0.01099851168692112, 0.013940246775746346, 0.016844434663653374, -0.0021001428831368685, -0.008259841240942478, 0.006101282779127359, 0.011048163287341595, -0.01155439019203186, 0.0009860474383458495, -0.0265159010887146, -0.021167784929275513, 0.018856331706047058, 0.020797304809093475, 0.009525650180876255, -0.025151487439870834, 0.03330641984939575, 0.009270993992686272, -0.004375394433736801, -0.006830422207713127, 0.01692848838865757, -0.0006251158774830401, -0.013195505365729332, 0.023068415001034737, -0.14457722008228302, -0.03619208559393883, -0.009691706858575344, -0.0037878050934523344, 0.0023357695899903774, -0.009576089680194855, 0.004068577196449041, 0.0271111149340868, 0.005737579893320799, 0.0021974833216518164, -0.0043685040436685085, -0.02970089018344879, -0.008247753605246544, 0.0011851940071210265, -0.009916762821376324, -0.02418994903564453, 0.007160949520766735, -0.013282500207424164, -0.008811448700726032, -0.01686260849237442, -0.06547059863805771, -0.008149444125592709, -0.0010865855729207397, 0.00024176595616154373, -0.005238829646259546, 0.021461643278598785, -0.024811839684844017, 0.016004230827093124, -0.011625241488218307, -0.004177803173661232, 0.00738723948597908, -0.013290628790855408, 0.007983487099409103, -0.035416800528764725, -0.027332788333296776, 0.017098456621170044, -0.00614602817222476, -0.00597304105758667, 0.0035039903596043587, -0.01424335315823555, -0.003438867162913084, -0.03307104855775833, 0.004735017195343971, -0.00976096373051405, -0.0174260251224041, 0.0006441114819608629, 0.028638053685426712, -0.0012664460809901357, -0.017043879255652428, 0.02925097942352295, -0.0001725124748190865, -0.03602704778313637, 0.012238073162734509, 0.02980024367570877, -0.014814366586506367, 0.019182994961738586, -0.012139391154050827, 0.0032432021107524633, 0.0024688229896128178, 0.032717514783144, 0.021179236471652985, -0.010403886437416077, 0.053229283541440964, -0.008410603739321232, 0.023445889353752136, -0.06843412667512894, -0.0052293143235147, 0.008669902570545673, -0.015933148562908173, 0.0017659930745139718, 0.8821269869804382, -0.006883678957819939, 0.03585827723145485, 0.019703520461916924, 0.003006500657647848, 0.022903786972165108, 0.021869178861379623, 0.013525917194783688, 0.002059719990938902, 0.002832416445016861, -0.04175492748618126, 0.006816988345235586, 0.015917381271719933, 0.02603805996477604, -0.00015574962890241295, 0.029934508726000786, 0.02412833645939827, 0.004989950451999903, 0.011299215257167816, -0.020360469818115234, 0.022945454344153404, -0.003193494165316224, -0.000340543279889971, -0.01047679502516985, 0.016482150182127953, 0.02316208928823471, -0.17839649319648743, 0.0004690605273935944, -9.143690806414645e-33, 0.05207039788365364, -0.001943427138030529, -0.007356578484177589, 0.007842477411031723, 0.024979552254080772, -0.012012851424515247, 0.028594978153705597, 0.051414765417575836, 0.010499025695025921, -0.02286330610513687, 0.013037781231105328, -0.029351701959967613, -0.030838146805763245, -0.014684656634926796, 0.052825525403022766, 0.0033164096530526876, -0.007893105037510395, 0.028125138953328133, -0.009392903186380863, 0.022646337747573853, 0.04376634582877159, 0.03681383654475212, 0.02327645570039749, -0.020213641226291656, 0.024144485592842102, -0.001415905891917646, 0.013469722121953964, 0.028786668553948402, -0.0226187314838171, -0.03828534111380577, -0.021277526393532753, 0.010253170505166054, -0.026059160009026527, -0.010715393349528313, -0.009406205266714096, -0.031380705535411835, -0.02277831733226776, 0.01186762098222971, -0.01845603622496128, 0.0019093678565695882, -0.019887322559952736, -0.016697576269507408, -0.05610708147287369, -0.0013693775981664658, -0.023913320153951645, -0.004300044383853674, 0.007070218678563833, 0.015219329856336117, 0.030451681464910507, 0.016374845057725906, 0.02320292219519615, 0.021169910207390785, -0.0001652617211220786, -0.01697087660431862, -0.019189637154340744, 0.028936175629496574, -0.016230439767241478, -0.005338175222277641, 0.018442444503307343, 0.026734694838523865, -0.0024421270936727524, 0.0014906307915225625, -0.023804297670722008, 0.03539809212088585, -0.0015976778231561184, -0.024795768782496452, 0.016594821587204933, 0.006515837740153074, 0.02580343931913376, -0.02420874685049057, -0.04567041993141174, -0.005092736333608627, -0.028387051075696945, -0.019036130979657173, 0.00994887575507164, -0.019323883578181267, 0.017655670642852783, 0.013911297544836998, -0.0036303834058344364, 0.00628902530297637, 0.029422177001833916, 0.007736850995570421, -0.006053655408322811, -0.04613764211535454, -0.001923530944623053, 0.007831517606973648, 0.01844886876642704, -0.008183017373085022, -0.014462331309914589, -0.030778389424085617, 0.03758662939071655, 0.004595562350004911, -0.0049979169853031635, -0.035520631819963455, 0.007938130758702755, 8.569962135821026e-33, 0.018128791823983192, -0.03835287317633629, -0.03511711582541466, 0.0020032699685543776, 0.011219083331525326, -0.02864478901028633, 0.00761459581553936, 0.01837574690580368, -0.03571959584951401, 0.031471628695726395, -0.021621044725179672, 0.0021112835966050625, -0.003215852426365018, 0.025859961286187172, -0.0017500519752502441, -0.02593844197690487, 0.021922847256064415, -0.03661099821329117, 0.009692361578345299, 0.0007645960431545973, 0.016699401661753654, 0.019318848848342896, 0.0054282620549201965, -0.016515009105205536, -0.00505517004057765, 0.03732286021113396, -0.047096673399209976, 0.009323748759925365, 0.00882811937481165, 0.003627621801570058, 0.0010990393348038197, 0.007919423282146454, 0.03427442908287048, -0.015236452221870422, -0.013990849256515503, 0.0013200369430705905, -0.004508949350565672, -0.008532398380339146, 0.007835043594241142, 0.010639064945280552, 0.018788959830999374, 0.019508395344018936, 0.008343886584043503, 0.006295668892562389, 0.009757407940924168, 0.014117865823209286, 0.0009280731901526451, -0.013152802363038063, 0.010634013451635838, 0.005410708021372557, -0.009430517442524433, 0.011917964555323124, 0.019204895943403244, 0.01478276215493679, -0.0043199933134019375, -0.018818261101841927, -0.01161286886781454, -0.02326781302690506, -0.01085012685507536, 0.049037542194128036, -0.008762821555137634, 0.012365651316940784, -0.03528319299221039, 0.000495104759465903, -0.028948135673999786, -0.0057518621906638145, -0.036971315741539, -0.0008127352921292186, 0.011933572590351105, -0.017656277865171432, -0.044932156801223755, -0.014519949443638325, 0.014687512069940567, 0.03928377851843834, 0.005579070188105106, -0.038004785776138306, -0.02293550968170166, -0.0014917929656803608, -0.012623920105397701, 0.026727046817541122, 0.023554710671305656, -0.028322603553533554, 0.009986452758312225, 0.005431345663964748, -0.006172723602503538, 0.02026650309562683, -0.0060740564949810505, 0.0072193630039691925, -0.006711991503834724, -0.013673335313796997, -0.004511767067015171, -0.008304411545395851, 0.021862076595425606, -0.001112940488383174, -0.006588960066437721, -1.4332129261163118e-8, 0.010426310822367668, 0.02094779908657074, -0.004111323971301317, 0.016216900199651718, 0.002119263866916299, -0.0046396381221711636, -0.01850864104926586, 0.009811148047447205, -0.03441481292247772, 0.006058642640709877, 0.021920081228017807, 0.014681217260658741, -0.012181063182651997, 0.005066371988505125, 0.020446795970201492, -0.05746656656265259, -0.03429348021745682, -0.0024163720663636923, 0.02919412963092327, -0.005746081005781889, 0.009730193763971329, 0.04461223632097244, -0.03520987927913666, 0.02277345582842827, 0.031169651076197624, 0.025468280538916588, 0.012246339581906796, -0.07203398644924164, -0.001311142579652369, 0.02282465435564518, 0.015306184068322182, -0.032574210315942764, -0.022468775510787964, 0.014341594651341438, -0.042364928871393204, -0.01120983250439167, -0.0029224699828773737, 0.006852368358522654, 0.004553299397230148, 0.013422001153230667, -0.011057044379413128, 0.0008632452227175236, -0.003478697966784239, -0.026667596772313118, -0.021350683644413948, 0.008640140295028687, -0.0176651980727911, 0.005307306535542011, 0.01503675989806652, -0.019435405731201172, 0.014858705922961235, 0.01094090286642313, 0.0019077137112617493, 0.01730036549270153, 0.01237342320382595, 0.02298828214406967, 0.004332243464887142, -0.019277680665254593, -0.04275859147310257, -0.02746414579451084, 0.03124169260263443, 0.02853430062532425, -0.009202059358358383, -0.049531009048223495 ]
coding-criticising-without-context
https://markhneedham.com/blog/2009/04/05/coding-criticising-without-context
false
2009-04-02 23:11:12
TDD: Testing mapping code
[ "tdd", "mapping" ]
[ "Testing" ]
I've previously written about http://www.markhneedham.com/blog/2009/03/25/coding-isolate-the-data-not-just-the-endpoint/[some] http://www.markhneedham.com/blog/2009/03/10/ddd-repository-not-only-for-databases/[of the aspects] of the mapping efforts that we've done on recent projects and what we've found from our testing (or lack of) around this type of code is that somewhere along the line you are going to have to check that you're mapping these values correctly, be it in an automated test or just by manually checking that the correct values are being sent across our integration points and into other systems. Writing unit tests around mapping code is certainly one of the areas of testing where it feels like there isn't that much value in doing so - after all we are just copying data from one data structure to another, what could possibly go wrong?! While I would certainly agree that in this case we are not using the tests to drive the design of our code, I think they are still very valuable for helping us to ensure that our specific bit of mapping code is doing what we expect it to. Let's say we have data flowing across our application like so: image::{{<siteurl>}}/uploads/2009/04/test-your-mapping.gif[test_your_mapping.gif,459] We get the data from the UI and we need it to end up being sent to the service. Along the way there are a few different places where data could get lost and from (painful) experience I've found that if we aren't testing that all our data is being mapped then *we will forget to map something* and then we will have the fun job of debugging end to end trying to work out where it got lost. I would certainly relax the notion of taking small steps a bit when doing this type of testing otherwise it can get immensely frustrating - maybe write the tests for a set of similar fields and then writing the mapping code rather than creating the test \-> code cycle individually for each one. These tests can end up getting quite difficult to read so an approach we've been trying is to http://www.markhneedham.com/blog/2009/03/01/nunit-tests-with-contextspec-style-assertions/[setup the test data in a TestFixtureSetUp at the top of our NUnit test fixture and then creating just the assertions for similar sets of fields in each test]. I think it's working reasonably well even though maybe it goes against the convention of the way you would typically use NUnit. We're still got higher level tests around this code and while they're useful they don't help us zoom into the point of error that easily so the humble unit test still has a part to play!
null
null
[ 0.011895562522113323, 0.005488425958901644, -0.0035747040528804064, 0.0625324621796608, 0.08909166604280472, 0.0041123186238110065, 0.03157338872551918, 0.04353838413953781, 0.02171142026782036, -0.030737750232219696, -0.009233017452061176, -0.039293769747018814, -0.06540939956903458, 0.016238169744610786, -0.018120167776942253, 0.08346230536699295, 0.05843903869390488, -0.025022020563483238, 0.056866005063056946, 0.011919263750314713, 0.022358056157827377, 0.048209499567747116, -0.016534186899662018, 0.050158463418483734, 0.025321776047348976, 0.022030038759112358, 0.007860840298235416, 0.006549090147018433, -0.07018686085939407, -0.02409077063202858, 0.02897109091281891, 0.0011884903069585562, 0.00797776784747839, 0.017917295917868614, 0.0026360303163528442, -0.024591095745563507, -0.03930184617638588, 0.035246748477220535, 0.019119704142212868, -0.008430487476289272, -0.07087171077728271, 0.026885872706770897, -0.0149303637444973, -0.0049230074509978294, -0.044147126376628876, -0.0025301913265138865, -0.07873964309692383, 0.004672268405556679, -0.01336834765970707, 0.0017236393177881837, -0.050523191690444946, 0.04970856383442879, -0.0192054845392704, 0.011747063137590885, -0.022764161229133606, 0.05949874222278595, 0.02514324150979519, -0.07715235650539398, 0.02369394712150097, -0.03471089154481888, 0.008754084818065166, -0.014198489487171173, -0.013023437932133675, 0.046101510524749756, 0.04451494663953781, -0.04758940264582634, -0.012432699091732502, 0.05378301814198494, -0.0273864958435297, 0.003822455881163478, 0.005052129738032818, 0.005360529292374849, 0.013770844787359238, -0.005014166235923767, -0.0011675325222313404, -0.05230006203055382, -0.009253826923668385, 0.059524502605199814, 0.01269637979567051, 0.03951364383101463, -0.04008390009403229, 0.005196519661694765, 0.01172915194183588, 0.011538124643266201, -0.0019209794700145721, -0.0487300269305706, -0.01682385802268982, -0.002452840330079198, -0.05170580744743347, 0.06598901003599167, 0.013114260509610176, -0.06387494504451752, 0.03147471696138382, 0.028605837374925613, -0.01008654199540615, -0.012231597676873207, 0.01889711059629917, 0.02355792745947838, 0.0008630383526906371, -0.021369295194745064, -0.03343590721487999, -0.007387595251202583, 0.025589285418391228, 0.014790982939302921, -0.07377797365188599, -0.03326185792684555, -0.03219248726963997, -0.03463784605264664, 0.012898367829620838, 0.012771657668054104, -0.02882922813296318, 0.019927913323044777, -0.027246607467532158, -0.014634110033512115, -0.07194413989782333, 0.05907849594950676, 0.004560215398669243, -0.05194375663995743, -0.005342547781765461, 0.02436862513422966, 0.045156221836805344, 0.0054016453213989735, -0.019142866134643555, 0.07122902572154999, 0.00013956207840237767, 0.027747463434934616, -0.01742340251803398, 0.03954404219985008, -0.030458519235253334, -0.04985818266868591, -0.008945923298597336, 0.034357666969299316, -0.02987288497388363, -0.0011252397671341896, 0.026066407561302185, -0.03481891751289368, -0.007257663179188967, -0.008046364411711693, 0.04536375775933266, 0.034070905297994614, -0.024297986179590225, -0.04334648326039314, 0.005799328908324242, 0.0029256579000502825, 0.006252474617213011, 0.025276469066739082, 0.0018019709968939424, -0.025133728981018066, -0.04207373037934303, 0.031225360929965973, 0.014191852882504463, 0.061848148703575134, 0.02721220999956131, -0.034308917820453644, 0.012029938399791718, 0.09441958367824554, -0.007283626589924097, 0.03333233669400215, -0.007877041585743427, 0.05338439717888832, 0.024042977020144463, 0.03138373792171478, 0.026555631309747696, 0.033866286277770996, 0.005949978716671467, -0.0036706537939608097, 0.017242809757590294, 0.05621403083205223, 0.010852355509996414, 0.0019033111166208982, -0.06323379278182983, -0.07666046172380447, 0.06922900676727295, -0.044975414872169495, -0.013817252591252327, 0.0469067357480526, 0.07011368870735168, 0.03196294978260994, 0.026990914717316628, -0.0037574435118585825, -0.07575040310621262, 0.023303823545575142, 0.019777975976467133, 0.016880830749869347, 0.01667153090238571, -0.021789632737636566, 0.07539141178131104, 0.02377067133784294, -0.02008996158838272, 0.04340285807847977, -0.06857118755578995, -0.08044072985649109, -0.01648428849875927, -0.0007821752224117517, 0.05252249911427498, -0.034974001348018646, 0.0021951107773929834, 0.08538723737001419, 0.01544374693185091, 0.04861970618367195, 0.020892921835184097, 0.013694020919501781, 0.032985564321279526, -0.0548093281686306, -0.012825064361095428, 0.04885625094175339, 0.04088352248072624, -0.007672890555113554, -0.04194435477256775, 0.0019722396973520517, -0.003555918810889125, -0.0015821298584342003, 0.039572227746248245, -0.013618888333439827, 0.021214744076132774, 0.011371942237019539, 0.06157601252198219, -0.030970385298132896, 0.05547346919775009, -0.06591077148914337, 0.015372969210147858, -0.001530468580313027, -0.016189318150281906, 0.01090315356850624, 0.0008892748737707734, 0.11165209859609604, 0.05884818360209465, -0.013206928968429565, -0.030667275190353394, 0.01994451880455017, 0.009204231202602386, -0.039910733699798584, -0.0014401100343093276, -0.02320130541920662, -0.010358831845223904, 0.011480947956442833, -0.05148841440677643, -0.02850184589624405, 0.011918547563254833, -0.022126007825136185, 0.010987263172864914, 0.05628935992717743, -0.015819957479834557, 0.05181112140417099, -0.015731865540146828, -0.01858375035226345, -0.00295216660015285, -0.03205009177327156, -0.053096454590559006, 0.007214599754661322, 0.0037549897097051144, -0.008407875895500183, 0.04697052761912346, -0.014601287432014942, -0.031069906428456306, -0.024496421217918396, -0.021155599504709244, 0.01654878444969654, 0.018611760810017586, 0.06948409974575043, -0.010363883338868618, 0.05951308831572533, -0.00472290487959981, 0.017131544649600983, 0.007500551640987396, -0.03794465214014053, -0.030305752530694008, 0.006754525005817413, -0.016569826751947403, 0.04472221061587334, 0.011152185499668121, 0.025639304891228676, 0.04579540714621544, 0.008695636875927448, -0.024884626269340515, -0.0146988146007061, 0.030682088807225227, 0.01675993576645851, -0.03046184964478016, -0.021610897034406662, -0.0417221374809742, 0.022078411653637886, -0.05296478420495987, -0.015099359676241875, 0.02547604590654373, -0.08083957433700562, 0.0574360154569149, -0.06360510736703873, -0.05815788358449936, 0.011852473951876163, 0.032008904963731766, 0.03351498395204544, -0.006155624985694885, 0.01811812072992325, 0.09084976464509964, 0.01016010157763958, 0.00165994418784976, -0.010272391140460968, 0.009471995756030083, 0.03960801288485527, -0.015989623963832855, 0.0026847287081182003, 0.046893782913684845, -0.012888750992715359, -0.007338059600442648, -0.0656939446926117, 0.015880238264799118, -0.007653611246496439, -0.2970088720321655, 0.03492608666419983, -0.010332579724490643, -0.03789132088422775, 0.04475932568311691, -0.01600382849574089, 0.004972978960722685, -0.03662712126970291, -0.03906422108411789, 0.03556244820356369, -0.02496185712516308, -0.05110945925116539, -0.009613759815692902, 0.0442165806889534, 0.005674021318554878, 0.029870538040995598, 0.032952744513750076, -0.02758977748453617, 0.01671008951961994, 0.05114353820681572, -0.020475439727306366, -0.08668799698352814, -0.0024827553424984217, 0.05247895419597626, 0.03163541853427887, 0.04261381924152374, -0.0800098404288292, 0.04251112416386604, -0.043161217123270035, -0.014511055313050747, 0.026072483509778976, 0.002751588588580489, -0.00275252154096961, -0.02090141363441944, -0.029588542878627777, -0.01930440589785576, 0.0167013481259346, 0.011830243282020092, -0.009237900376319885, 0.014337901026010513, -0.008844830095767975, -0.03510299697518349, -0.026172880083322525, 0.0004074110183864832, 0.06481299549341202, -0.022211913019418716, -0.06873655319213867, 0.005452764220535755, -0.019959645345807076, 0.07530781626701355, -0.016170131042599678, -0.012251057662069798, -0.012910911813378334, 0.0445336177945137, -0.022094672545790672, -0.033949438482522964, 0.008280559442937374, -0.011128515005111694, -0.05072375759482384, -0.041444331407547, -0.00865248404443264, -0.05408599227666855, -0.027110392227768898, -0.045159514993429184, -0.007666825782507658, -0.06929369270801544, -0.0651368498802185, -0.024279335513710976, 0.06472659856081009, 0.02624628134071827, -0.042441658675670624, 0.018859202042222023, 0.009154045954346657, -0.11496601998806, -0.008600426837801933, -0.019926127046346664, -0.017888156697154045, -0.02686307579278946, -0.001808706670999527, 0.033786267042160034, -0.030537627637386322, -0.04222667217254639, 0.049437686800956726, 0.02497216872870922, 0.0006611302960664034, -0.031721290200948715, 0.03691709414124489, 0.0017868770519271493, -0.011881057173013687, 0.007779465988278389, 0.07723601162433624, -0.008338184095919132, -0.008235214278101921, -0.04058445990085602, -0.0014600043650716543, 0.0057435170747339725, 0.03328832611441612, 0.006417385768145323, -0.00428822310641408, 0.014993126504123211, 0.021973228082060814, -0.05484595522284508, 0.052831195294857025, -0.009682090021669865, 0.013959287665784359, -0.031516384333372116, -0.056072577834129333, 0.03454283997416496, 0.01912003941833973, 0.028855379670858383, -0.01746176928281784, -0.03162544593214989, -0.008083798922598362, -0.06287281960248947, -0.057523004710674286, -0.024039076641201973, 0.019929802045226097, 0.02404974214732647, -0.02030649036169052, -0.022339163348078728, -0.03677577152848244, 0.023994119837880135, 0.030484387651085854, 0.005881931632757187, -0.042831845581531525, -0.042549341917037964, -0.018792390823364258, -0.00017071848560590297, 0.04367007315158844, 0.025232087820768356, 0.020988713949918747, 0.04443097114562988, 0.008930191397666931, -0.038494594395160675, -0.005621395539492369, -0.02000279538333416, -0.02711326628923416, -0.013489017263054848, -0.0018766176654025912, -0.00902661681175232, 0.0052084363996982574, 0.008750975131988525, 0.013114485889673233, 0.02449892833828926, 0.031657975167036057, -0.0078124478459358215, 0.04618636891245842, -0.010831838473677635, 0.02213877998292446, 0.0017261892789974809, -0.0002165731566492468, -0.09011571109294891, 0.023800838738679886, -0.0381588451564312, -0.034374166280031204, -0.016353346407413483, 0.0346803143620491, -0.013923754915595055, -0.021613335236907005, -0.025824304670095444, -0.00278514064848423, -0.06503023207187653, -0.032215867191553116, -0.019153298810124397, 0.011152789928019047, 0.07886409759521484, -0.02171817049384117, 0.030687114223837852, -0.011618338525295258, -0.0268280990421772, 0.014717517420649529, 0.011677570641040802, -0.020487232133746147, 0.01705826073884964, 0.009992574341595173, 0.0024817162193357944, -0.022117117419838905, 0.0022702428977936506, 0.06535474956035614, 0.010130882263183594, 0.0012276088818907738, -0.020251061767339706, 0.018566355109214783, 0.02241484262049198, 0.04576493427157402, 0.007384114898741245, 0.008140413090586662, 0.005709678400307894, -0.015646949410438538, -0.018893901258707047, -0.048530369997024536, -0.026956580579280853, -0.014981022104620934, 0.032826732844114304, -0.03722316771745682, -0.0640992522239685, 0.06623801589012146, 0.01092927809804678, 0.0037130301352590322, 0.028358174487948418, 0.02394414320588112, 0.01042140368372202, -0.023239364847540855, 0.03297728672623634, 0.05813007056713104, -0.052960339933633804, 0.013444574549794197, 0.01609698310494423, -0.0030467647593468428, -0.005354121793061495, 0.011631528846919537, -0.03616950288414955, -0.05365604907274246, -0.01063326746225357, -0.007326251361519098, -0.04129913076758385, -0.017535081133246422, -0.029223576188087463, 0.029736235737800598, 0.0023024643305689096, -0.02477909065783024, 0.007253352086991072, -0.0007680812850594521, -0.003703100373968482, -0.017907755449414253, 0.019038137048482895, -0.010498997755348682, -0.011501387692987919, 0.0101140346378088, -0.03497082740068436, 0.01744796521961689, -0.018452811986207962, 0.025678560137748718, 0.010553502477705479, -0.028707368299365044, -0.025815902277827263, -0.015902813524007797, 0.0076177059672772884, -0.001874035457149148, 0.04141426831483841, -0.006041466724127531, -0.033606428653001785, -0.023666419088840485, 0.007198090199381113, -0.007370212581008673, 0.01025671511888504, -0.0230674110352993, -0.017015136778354645, 0.007597031537443399, 0.068235844373703, 0.020892547443509102, 0.02521541155874729, -0.01896943897008896, -0.028198959305882454, 0.049297627061605453, -0.07289782911539078, -0.017055513337254524, -0.04219011962413788, -0.06508342921733856, -0.013183590956032276, 0.011436195112764835, 0.009975473396480083, -0.012464764527976513, 0.028358422219753265, 0.0193791501224041, 0.011267684400081635, 0.04680847376585007, 0.007747954688966274, 0.04711822420358658, -0.07562685012817383, 0.011837826110422611, -0.0782037079334259, 0.024468183517456055, 0.018273117020726204, 0.0063262456096708775, -0.023606976494193077, 0.009820351377129555, -0.047672055661678314, 0.06090719252824783, -0.05597284808754921, -0.022183844819664955, 0.05223865434527397, 0.00019280078413430601, -0.011495507322251797, 0.015300494618713856, -0.06436031311750412, 0.020780380815267563, 0.024573154747486115, -0.040859904140233994, -0.03847234323620796, 0.004996567498892546, 0.03904235363006592, 0.018775878474116325, 0.020584184676408768, -0.04331653565168381, -0.003386059310287237, 0.05865804851055145, -0.003908952698111534, 0.01870386302471161, 0.03304753452539444, -0.026192978024482727, 0.04640837013721466, 0.025486040860414505, -0.009604929946362972, 0.0006263488321565092, 0.007050584070384502, -0.0049186088144779205, -0.0501481369137764, 0.029375171288847923, 0.008692963048815727, -0.02891135960817337, -0.02843870408833027, 0.08029823750257492, 0.026161009445786476, -0.03210749477148056, -0.060961637645959854, 0.029645202681422234, -0.05215437337756157, -0.014207194559276104, -0.008586809039115906, -0.017719905823469162, -0.036640845239162445, 0.05996276065707207, 0.010009746998548508, 0.0015514498809352517, 0.06401270627975464, 0.0034242828842252493, -0.0265555027872324, -0.006542979273945093, 0.08318301290273666, 0.09909943491220474, 0.026492545381188393, 0.006999237462878227, 0.05612899735569954, -0.0009642670629546046, -0.02778078056871891, 0.021849144250154495, -0.01739385351538658, -0.008114148862659931, -0.027989720925688744, -0.016430426388978958, 0.05604405701160431, -0.010173858143389225, 0.06894303113222122, -0.02307017892599106, 0.002289600670337677, 0.014133038930594921, 0.026961904019117355, 0.018068980425596237, 0.04446255788207054, -0.005416614934802055, 0.02396371215581894, -0.0140121690928936, -0.03819803521037102, 0.01791163720190525, -0.037539076060056686, -0.0248331967741251, 0.02285599149763584, -0.009260580874979496, 0.006732656620442867, -0.021016055718064308, 0.009567944332957268, 0.07036668062210083, -0.034786853939294815, 0.012113755568861961, -0.020872069522738457, 0.05170327425003052, -0.016130300238728523, 0.028341788798570633, -0.019483141601085663, -0.034404218196868896, 0.00866413302719593, -0.03228167071938515, -0.012549391016364098, -0.004727001767605543, -0.03612017631530762, 0.04884615167975426, -0.021554484963417053, -0.014202901162207127, 0.02153574302792549, 0.012276667170226574, -0.025457268580794334, -0.052096884697675705, -0.06729847937822342, -0.025005659088492393, -0.06533200293779373, -0.006288853473961353, 0.028989644721150398, 0.00032906484557315707, -0.0324585847556591, -0.023212658241391182, -0.03562323376536369, -0.02896837145090103, 0.013022015802562237, -0.04193991422653198, -0.02821556106209755, 0.027933213859796524, 0.022064607590436935, 0.04758496582508087, 0.025306304916739464, 0.04670202359557152, 0.004778407514095306, 0.007918983697891235, -0.0380559042096138, -0.014293788000941277, 0.04067597910761833, 0.004830970894545317, 0.009890836663544178, -0.08049095422029495, 0.017898892983794212, 0.01870068348944187, 0.009499842301011086, -0.0686786100268364, 0.037113118916749954, -0.004537132102996111, -0.03253024071455002, 0.047068092972040176, -0.029524294659495354, 0.014619221910834312, -0.014160724356770515, -0.017529187723994255, -0.010683628730475903, 0.014359082095324993, 0.035442087799310684, -0.013358046300709248, 0.07778295874595642, 0.033108070492744446, -0.013396681286394596, -0.03330608457326889, -0.01537294965237379, 0.00033860999974422157, 0.009777125902473927, -0.034310221672058105, -0.07444991916418076, -0.0400473028421402, -0.06383761763572693, -0.03671243041753769, 0.03030615672469139, -0.022952960804104805, -0.03481901437044144, 0.003136257641017437, 0.04442387446761131, -0.05118066444993019, 0.012435237877070904, -0.02069811522960663, 0.04498465359210968, -0.036707304418087006, -0.016853787004947662, -0.006986194755882025, 0.03150651231408119, -0.01386815495789051, 0.02320631965994835, 0.027400698512792587, -0.050811342895030975, 0.008373728021979332, 0.013675382360816002, 0.032005466520786285, 0.03078247606754303, -0.0018020480638369918, 0.023358650505542755 ]
[ -0.08582626283168793, -0.025414032861590385, -0.003482099389657378, -0.05053042992949486, 0.0636066198348999, -0.04137558862566948, -0.01838875003159046, 0.00046986990491859615, -0.02849225141108036, -0.031061291694641113, -0.0022956489119678736, -0.04804860055446625, 0.01522641722112894, -0.0018506903434172273, 0.052708640694618225, 0.012297962792217731, -0.02287408709526062, -0.038088902831077576, 0.057523105293512344, 0.02147391438484192, 0.02181505411863327, 0.003526056418195367, -0.06552994251251221, -0.010923832654953003, 0.004040746483951807, 0.04611858353018761, 0.03880128264427185, -0.06345992535352707, -0.014264487661421299, -0.22705310583114624, 0.002094824332743883, 0.0020218994468450546, 0.034682415425777435, -0.04813744127750397, 0.013716334477066994, 0.028941597789525986, 0.03395729511976242, 0.02566462941467762, 0.007371949497610331, 0.014284253120422363, 0.023048311471939087, -0.010060365311801434, -0.05506889149546623, -0.01572827436029911, 0.02298978716135025, -0.02157917618751526, -0.013683642260730267, -0.05615564435720444, -0.00401937635615468, 0.020786529406905174, -0.04531576856970787, 0.005180159118026495, -0.05271853506565094, -0.014465905725955963, -0.012954901903867722, 0.028233323246240616, 0.043123140931129456, 0.08013371378183365, -0.0015790376346558332, -0.0019126408733427525, 0.021339261904358864, -0.01867942325770855, -0.12420348823070526, 0.06424861401319504, 0.03922809660434723, 0.07450643181800842, -0.0001423233625246212, -0.03159179165959358, 0.0071342093870043755, 0.07142309099435806, -0.013259864412248135, -0.01588190719485283, -0.05432242527604103, 0.06714357435703278, 0.026148458942770958, -0.0105096735060215, -0.016032768413424492, 0.048581384122371674, 0.04142100363969803, -0.04514220356941223, -0.047065041959285736, 0.004692086484283209, 0.03535957261919975, 0.013006879948079586, -0.029702233150601387, -0.009062506258487701, -0.030917925760149956, 0.056154605001211166, 0.03729758784174919, 0.01291130855679512, 0.08128941804170609, -0.02188221551477909, 0.02657238207757473, 0.017184237018227577, -0.07282322645187378, -0.014510835520923138, 0.0001542641402920708, 0.016835423186421394, -0.010005256161093712, 0.427459180355072, -0.040620144456624985, -0.025575093924999237, 0.047327376902103424, 0.046550773084163666, -0.03436119854450226, -0.0024066627956926823, 0.014551342464983463, -0.03186215087771416, -0.004198574926704168, -0.004999917466193438, 0.024576501920819283, -0.014297310262918472, 0.02736087329685688, -0.03632856905460358, -0.004238160792738199, 0.003629125189036131, 0.002543071983382106, 0.02883591316640377, -0.044099997729063034, 0.003343577031046152, -0.037646178156137466, 0.00904674082994461, 0.02194191887974739, 0.003216611687093973, 0.023176027461886406, -0.007703057024627924, 0.03692887723445892, 0.0522390678524971, 0.051420826464891434, 0.003320638556033373, 0.034986432641744614, -0.03903951123356819, -0.10157854110002518, 0.021959815174341202, 0.000021550804376602173, -0.0033028663601726294, 0.050050828605890274, -0.010533114895224571, -0.012891675345599651, 0.0400695875287056, -0.003550721798092127, -0.007776984479278326, 0.024532940238714218, -0.006636225152760744, -0.05041561648249626, 0.11244286596775055, -0.012671936303377151, -0.03236642852425575, -0.03485260531306267, -0.03202270716428757, 0.025602497160434723, 0.04048624634742737, 0.001265247818082571, -0.02959885634481907, 0.002033166354522109, 0.04877261817455292, 0.08898622542619705, -0.00724436342716217, -0.07208361476659775, -0.005715031176805496, 0.006908867508172989, -0.03564983606338501, -0.04778004065155983, 0.061971668154001236, 0.054773494601249695, -0.07891762256622314, -0.03245959058403969, 0.02012302726507187, 0.038562797009944916, -0.06333611160516739, -0.010494749061763287, -0.006842959672212601, 0.007018038537353277, -0.024644654244184494, 0.022849127650260925, -0.05706937983632088, -0.025180410593748093, 0.012382111512124538, 0.021182546392083168, 0.012350164353847504, -0.015199311077594757, 0.016994284465909004, -0.015714682638645172, 0.00419455673545599, -0.04448922351002693, -0.0759587362408638, -0.06698763370513916, 0.03225915506482124, -0.03556905314326286, -0.024054013192653656, -0.011990249156951904, -0.034857455641031265, -0.09261703491210938, 0.06475868821144104, -0.026760336011648178, -0.04230513423681259, 0.029507163912057877, 0.01433285791426897, -0.00822580885142088, -0.03588137403130531, 0.006264758761972189, 0.05286204069852829, -0.009460372850298882, 0.03621085360646248, -0.04156550392508507, 0.04420628398656845, 0.06744668632745743, -0.04872588813304901, 0.028819186612963676, 0.07788015902042389, -0.018942173570394516, -0.02049870602786541, 0.025728968903422356, 0.0019719842821359634, -0.015488440170884132, -0.0012729114387184381, 0.0006508459337055683, 0.0195870790630579, -0.02008313499391079, 0.06015640124678612, -0.03812893480062485, 0.003933523315936327, -0.00785909779369831, -0.3543175458908081, -0.0657116174697876, -0.023006215691566467, 0.01117320079356432, -0.010004686191678047, -0.055604029446840286, 0.019479144364595413, 0.019939059391617775, -0.03138824552297592, -0.006720930337905884, 0.09458905458450317, -0.01850299723446369, 0.0010423759231343865, -0.058402854949235916, -0.015405682846903801, 0.0037748704198747873, -0.021352315321564674, -0.03073485940694809, -0.05469528213143349, -0.0009575631702318788, 0.005926112178713083, -0.01543332077562809, -0.002324112458154559, -0.08399562537670135, 0.023220360279083252, -0.0379447303712368, 0.10111717134714127, -0.04546129330992699, 0.10347992926836014, -0.009833342395722866, 0.041917189955711365, -0.02061138115823269, 0.019721824675798416, -0.09304440021514893, 0.013727008365094662, -0.04129144549369812, -0.023547548800706863, 0.02569570392370224, 0.029548272490501404, -0.06176283210515976, -0.03945944830775261, 0.01708253100514412, -0.04083223268389702, -0.0662102997303009, -0.03292176499962807, -0.007167399860918522, -0.02910470962524414, -0.005293514579534531, -0.029252735897898674, 0.07962745428085327, -0.00010884970834013075, -0.02860170044004917, 0.022218184545636177, 0.019329888746142387, -0.007240470964461565, -0.00846591591835022, -0.07476888597011566, -0.005675706546753645, 0.007971478626132011, -0.008496466092765331, 0.041113488376140594, 0.05022117495536804, 0.022623809054493904, -0.042717911303043365, 0.006999726872891188, -0.0031136663164943457, -0.00866211112588644, -0.005635720212012529, 0.07414010912179947, -0.005741016007959843, -0.016703130677342415, 0.10324567556381226, -0.019667144864797592, -0.003380527952685952, 0.0319330096244812, 0.042550209909677505, -0.02299683354794979, 0.03086020052433014, 0.02165195904672146, -0.014631151221692562, 0.0053330035880208015, -0.012273823842406273, 0.047379475086927414, -0.003565683960914612, 0.023722391575574875, 0.0668080598115921, -0.004060602746903896, -0.016163043677806854, 0.03246219828724861, 0.0035660353023558855, -0.0053427256643772125, -0.01244860328733921, -0.024564145132899284, -0.09889502823352814, 0.07145234942436218, 0.0010861706687137485, -0.21055328845977783, -0.001546060317195952, 0.05070126801729202, 0.057876504957675934, -0.024002909660339355, 0.0144932447001338, 0.08462455868721008, -0.03066464141011238, 0.016202880069613457, 0.013495947234332561, 0.014576943591237068, 0.05730651691555977, 0.007103298790752888, -0.03220240771770477, 0.04366222769021988, 0.013361301273107529, 0.048725809901952744, -0.004633965436369181, 0.030348725616931915, -0.05077870562672615, 0.01636366732418537, -0.021623721346259117, 0.17029760777950287, 0.01659540832042694, 0.03255119547247887, 0.03864605352282524, 0.015569421462714672, 0.0038175524678081274, 0.08935907483100891, 0.01751474104821682, 0.0030179249588400126, -0.013783025555312634, 0.04561557248234749, 0.006011169869452715, 0.015782814472913742, -0.033195871859788895, -0.030628224834799767, 0.019027791917324066, 0.02616722881793976, -0.011462191119790077, 0.02125042863190174, 0.0032160975970327854, -0.041029613465070724, 0.04931725561618805, 0.05764131620526314, 0.024802763015031815, 0.0024000084958970547, -0.031123271211981773, -0.060353461652994156, -0.011864610947668552, -0.003137013642117381, -0.05123697221279144, -0.012907511554658413, -0.02873414009809494, 0.0030338463839143515, 0.1055830717086792, 0.0019683558493852615, -0.025262411683797836, -0.02350776642560959, 0.013986104167997837, 0.019093645736575127, -0.053886137902736664, 0.11209318786859512, 0.012154856696724892, -0.0026707795914262533 ]
[ 0.001962658716365695, -0.01952175237238407, -0.011429746635258198, 0.015700429677963257, -0.003883536672219634, -0.02445879951119423, 0.009143724106252193, 0.026055455207824707, -0.02889535203576088, 0.003615277586504817, -0.0160038024187088, 0.007482180837541819, 0.033785380423069, -0.009107042104005814, 0.035654809325933456, 0.007180655840784311, 0.007040190510451794, 0.007696823682636023, 0.031077736988663673, -0.014435983262956142, -0.03816715255379677, 0.01625633053481579, 0.014213324524462223, 0.013977691531181335, 0.0007048854022286832, 0.012937900610268116, -0.02085292711853981, -0.0062513165175914764, 0.011993816122412682, -0.13901853561401367, -0.007637004368007183, -0.02567947283387184, -0.04710398241877556, 0.021896935999393463, 0.004805460572242737, 0.030237659811973572, 0.014920024201273918, 0.0043752663768827915, -0.011898388154804707, 0.00875032227486372, 0.025620153173804283, -0.03012397326529026, 0.027297450229525566, -0.004905597772449255, 0.011566705070436, -0.009595327079296112, -0.00750231696292758, -0.035623837262392044, -0.012591459788382053, 0.0008355221943929791, -0.028355779126286507, -0.005081140901893377, -0.009843377396464348, 0.01767735555768013, -0.004626928828656673, -0.0365707166492939, 0.016239400953054428, -0.03508473187685013, -0.009481791406869888, -0.00010589825251372531, -0.01033173780888319, 0.024174446240067482, -0.008197699673473835, -0.032992128282785416, -0.008753933012485504, -0.010168682783842087, -0.006342901382595301, -0.00797952152788639, 0.009773189201951027, -0.010384656488895416, 0.0049064853228628635, 0.024103693664073944, -0.040074460208415985, -0.013205116614699364, 0.00023301984765566885, 0.029929572716355324, -0.003719852538779378, -0.012780900113284588, -0.0013723793672397733, -0.031162871047854424, 0.0005964924348518252, 0.022911714389920235, 0.02973821386694908, 0.02667120099067688, -0.011805661022663116, 0.009766872972249985, 0.0323985256254673, 0.021310752257704735, 0.0022271713241934776, 0.0023480781819671392, -0.010272673331201077, 0.027670912444591522, -0.008183949626982212, 0.05395496264100075, -0.07047028094530106, -0.03131682053208351, -0.013313152827322483, -0.012321250513195992, -0.014641735702753067, 0.8690274357795715, 0.01741848513484001, -0.0029223314486443996, 0.03332388028502464, 0.010444482788443565, -0.0003192310396116227, -0.006512459833174944, 0.040630463510751724, 0.00823206640779972, -0.004204703029245138, -0.020074060186743736, 0.021911848336458206, 0.005224617198109627, 0.015213233418762684, 0.017711691558361053, 0.0037152592558413744, 0.004258362576365471, 0.005362695083022118, 0.008747286163270473, -0.02830595150589943, 0.002548249438405037, 0.020809173583984375, -0.0030488003976643085, -0.011779769323766232, 0.012990660965442657, 0.009850675240159035, -0.16297119855880737, 0.013001871295273304, -7.900486511617055e-33, 0.034248143434524536, -0.019365422427654266, 0.015738654881715775, 0.005538754630833864, 0.029107781127095222, -0.0020649591460824013, 0.0027331835590302944, 0.015614601783454418, -0.007867039181292057, -0.010732811875641346, -0.0020118337124586105, -0.004840785171836615, -0.004650323651731014, 0.004032823257148266, 0.015366103500127792, 0.0014911402249708772, -0.01191218476742506, 0.035586729645729065, 0.009659694507718086, 0.00016246935410890728, 0.02473166026175022, 0.040443211793899536, -0.023607131093740463, -0.006113193463534117, 0.034455373883247375, 0.024517806246876717, -0.021151885390281677, 0.020750345662236214, -0.0012003371957689524, -0.042856354266405106, -0.008363407105207443, -0.0035642264410853386, -0.004390100482851267, 0.0007790239178575575, 0.015166056342422962, -0.04426131024956703, -0.007021155208349228, 0.014069342985749245, -0.06309012323617935, -0.0387633815407753, -0.01004515029489994, -0.03139146789908409, -0.061448242515325546, -0.018665684387087822, 0.004228384234011173, -0.026850229129195213, -0.02141101099550724, 0.0012429162161424756, 0.01898021437227726, -0.003017724957317114, 0.04261393845081329, 0.003377386601641774, -0.020626600831747055, -0.011495722457766533, -0.02135929837822914, 0.012861615978181362, -0.034414954483509064, -0.013729220256209373, 0.017219578847289085, 0.0417938269674778, -0.010945647954940796, -0.0167645663022995, -0.005826407112181187, 0.006283809896558523, -0.010021742433309555, -0.032178424298763275, 0.023096760734915733, -0.0063032484613358974, 0.030803408473730087, 0.008557898923754692, -0.04205554351210594, -0.0266346987336874, -0.01405426301062107, -0.006900849752128124, 0.021595725789666176, -0.03961331769824028, 0.010353755205869675, 0.014996333047747612, 0.003613237524405122, 0.03268897160887718, 0.011198831722140312, -0.03826208785176277, -0.011788330972194672, -0.00217937002889812, 0.0019238946260884404, 0.02334951050579548, 0.02768092229962349, -0.003690011566504836, -0.04434042423963547, 0.008964250795543194, 0.030415363609790802, 0.057745594531297684, -0.004059928935021162, -0.026701966300606728, 0.002109760418534279, 8.242883036756633e-33, -0.015065358020365238, -0.024160165339708328, -0.021382462233304977, 0.01564072072505951, -0.013587458059191704, -0.04219561815261841, 0.06362608820199966, 0.024047184735536575, -0.0273375753313303, 0.05448242649435997, -0.01318015530705452, -0.0063643199391663074, -0.010180383920669556, 0.011118754744529724, 0.02945784665644169, -0.0422668419778347, 0.01342080533504486, -0.02974085696041584, 0.024599142372608185, 0.03599126636981964, 0.0307338647544384, 0.03861459344625473, 0.012803439050912857, 0.012036832980811596, 0.017980173230171204, 0.0575631782412529, -0.03795301914215088, 0.0110276248306036, -0.013821677304804325, -0.010561740025877953, -0.010610327124595642, -0.01050188485532999, 0.021916193887591362, -0.041758015751838684, -0.016749031841754913, 0.024574745446443558, 0.01197399478405714, 0.005870125722140074, 0.002829154022037983, 0.018321368843317032, -0.0130718182772398, -0.005187909118831158, -0.014312841929495335, 0.014609282836318016, 0.00017690657114144415, 0.02140832506120205, -0.0002543795562814921, 0.013889829628169537, -0.008155678398907185, 0.021243859082460403, 0.007992726750671864, 0.017466416582465172, 0.014725795947015285, -0.002711114240810275, 0.013902063481509686, -0.006550208665430546, -0.026391593739390373, 0.01919717527925968, -0.010694699361920357, 0.023251211270689964, -0.010896959342062473, 0.0077471318654716015, 0.012944218702614307, 0.015963837504386902, -0.017570918425917625, -0.005159093998372555, -0.026797810569405556, -0.026356371119618416, -0.002361433580517769, -0.022577937692403793, -0.01681574061512947, 0.015487155877053738, -0.0060599311254918575, 0.030125804245471954, 0.04199758544564247, -0.048240695148706436, -0.017287641763687134, 0.020669206976890564, 0.01817059889435768, 0.014022637158632278, 0.0127760274335742, -0.012206210754811764, 0.008977551013231277, 0.015243589878082275, -0.03208727017045021, 0.020955419167876244, 0.0031787718180567026, 0.010295270010828972, -0.0014696522848680615, -0.017851298674941063, -0.015441917814314365, -0.0034351469948887825, -0.019478892907500267, -0.019166456535458565, -0.00816400721669197, -1.3533649756425348e-8, -0.03290793299674988, 0.02393912337720394, -0.011938058771193027, 0.014557015150785446, -0.010687397792935371, -0.0017848459538072348, -0.016661465167999268, 0.031282298266887665, 0.004148040432482958, 0.018452545627951622, 0.04908556118607521, 0.016594255343079567, -0.013096458278596401, 0.020176976919174194, -0.006947680842131376, -0.07555356621742249, 0.006785612087696791, -0.0297844335436821, 0.020560650154948235, 0.012006626464426517, -0.002387045184150338, 0.03592519462108612, -0.030340328812599182, -0.009337950497865677, 0.016399342566728592, 0.028786327689886093, 0.02609771490097046, -0.07062934339046478, -0.006447732914239168, 0.001652969280257821, 0.0525270476937294, -0.0354955680668354, -0.04775439575314522, 0.013654613867402077, -0.02587730996310711, -0.029887663200497627, 0.024037526920437813, 0.016589075326919556, 0.017245255410671234, -0.0033583801705390215, -0.00052526785293594, -0.008904220536351204, 0.017903035506606102, -0.023070598021149635, -0.03621797636151314, 0.006855458486825228, -0.005320669151842594, 0.030209209769964218, 0.01796090044081211, -0.02165163680911064, 0.007524807006120682, -0.018147790804505348, -0.007308686152100563, 0.011437281966209412, 0.030603928491473198, -0.031109312549233437, 0.03929806873202324, -0.02877243421971798, -0.04950181022286415, 0.017071466892957687, 0.02864643558859825, 0.017995839938521385, -0.025474922731518745, -0.039916325360536575 ]
tdd-testing-mapping-code
https://markhneedham.com/blog/2009/04/02/tdd-testing-mapping-code
false
2009-04-18 08:47:06
F#: Refactoring that little twitter application into objects
[ "f", "refactoring" ]
[ "fsharp" ]
I previously wrote about a http://www.markhneedham.com/blog/2009/04/13/f-a-day-of-writing-a-little-twitter-application/[little twitter application I've been writing to go through my twitter feed and find only the tweets with links it] and while it works I realised that I was finding it quite difficult to add any additional functionality to it. I've been following the examples in http://manning.com/petricek/[Real World Functional Programming] which has encouraged an approach of creating functions to do everything that you want to do and then mixing them together. This works quite well for getting a quick development cycle but I found that I ended up mixing different concerns in the same functions, making it really difficult to test the code I've been working on - I decided not to TDD this application because I don't know the syntax well enough. I am now suffering from that decision! Chatting to http://pilchardfriendly.wordpress.com/[Nick] about the problems I was having he encouraged me to look at the possibility of structuring the code into different objects - this is still the best way that I know for describing intent and managing complexity although it doesn't feel like 'the functional way'. Luckily Chapter 9 of the book (which I hadn't reached yet!) explains how to restructure your code into a more manageable structure. I'm a big fan of creating lots of little objects in C# land so I followed the same approach here. I found http://forum.codecall.net/programming-news/10523-object-oriented-f-creating-classes.html[this post] really useful for helping me understand the F# syntax for creating classes and so on. I started by creating a type to store all the statuses: [source,ocaml] ---- type Tweets = { TwitterStatuses: seq<TwitterStatus> } ---- F# provides quite a nice way of moving between the quick cycle of writing functions and testing them to structuring objects with behaviour and data together by allowing us to *append members using augmentation*. From the previous code we have these two functions: [source,ocaml] ---- let withLinks (statuses:seq<TwitterStatus>) = statuses |> Seq.filter (fun eachStatus -> eachStatus.Text.Contains("http")) let print (statuses:seq<TwitterStatus>) = for status in statuses do printfn "[%s] %s" status.User.ScreenName status.Text ---- We can add these two methods to the Tweets type using type augmentations: [source,ocaml] ---- type Tweets with member x.print() = print x.TwitterStatuses member x.withLinks() = { TwitterStatuses = withLinks x.TwitterStatuses} ---- It looks quite similar to C# extension methods but the methods are actually added to the class rather than being defined as static methods. The type augmentations need to be in the same file as the type is defined. Next I wanted to put the http://code.google.com/p/tweetsharp/[tweetsharp] API calls into their own class. It was surprisingly tricky working out how to create a class with a no argument constructor but I guess it's fairly obvious in the end. [source,ocaml] ---- type TwitterService() = static member GetLatestTwitterStatuses(recordsToSearch) = findStatuses(0L, 0, recordsToSearch, []) ---- I managed to simplify the recursive calls to the Twitter API to keep getting the next 20 tweets as well: [source,ocaml] ---- let friendsTimeLine = FluentTwitter.CreateRequest().AuthenticateAs("userName", "password").Statuses().OnFriendsTimeline() let getStatusesBefore (statusId:int64) = if(statusId = 0L) then friendsTimeLine.AsJson().Request().AsStatuses() else friendsTimeLine.Before(statusId).AsJson().Request().AsStatuses() let rec findStatuses (args:int64 * int * int * seq<TwitterStatus>) = let findOldestStatus (statuses:seq<TwitterStatus>) = statuses |> Seq.sort_by (fun eachStatus -> eachStatus.Id) |> Seq.hd match args with | (_, numberProcessed, statusesToSearch, soFar) when numberProcessed >= statusesToSearch -> soFar | (lastId, numberProcessed, statusesToSearch, soFar) -> let latestStatuses = getStatusesBefore lastId findStatuses(findOldestStatus(latestStatuses).Id, numberProcessed + 20, statusesToSearch, Seq.append soFar latestStatuses) ---- To get the tweets we can now do the following: [source,ocaml] ---- let myTweets = { TwitterStatuses = TwitterService.GetLatestTwitterStatuses 100 };; myTweets.withLinks().print();; ---- I still feel that I'm thinking a bit too procedurally when writing this code but hopefully that will get better as I play around with F# more. One other lesson from this refactoring is that it's so much easier to refactor code when you have tests around them - because I didn't do this I had to change a little bit then run the code manually and check nothing had broken. Painful!
null
null
[ 0.03016575239598751, -0.0008170444052666426, -0.010138158686459064, 0.011591469869017601, 0.08215592056512833, 0.039461053907871246, 0.020479539409279823, 0.04668073728680611, 0.01426996011286974, -0.009965820237994194, 0.005710838828235865, 0.006287617143243551, -0.07956220209598541, 0.0035476621706038713, -0.01832658424973488, 0.05934177711606026, 0.08338237553834915, -0.030255883932113647, 0.04422405734658241, 0.006790552753955126, 0.014191997237503529, 0.08399190753698349, -0.005696392618119717, 0.018451349809765816, 0.029039569199085236, 0.015316938050091267, 0.01950245164334774, 0.0016579384682700038, -0.04146159067749977, -0.016384182497859, 0.0288836769759655, 0.019844232127070427, 0.0025138878263533115, -0.02615107223391533, 0.004847505129873753, -0.0195816271007061, 0.009572173468768597, 0.02660154365003109, -0.0006696198834106326, 0.025593576952815056, -0.08989071100950241, 0.02628585323691368, -0.00015323565457947552, -0.0023601585999131203, -0.046762529760599136, 0.009957794100046158, -0.031582705676555634, 0.0156581811606884, -0.010226182639598846, -0.0015183405485004187, -0.07721249014139175, 0.02485670894384384, 0.00991897564381361, -0.011494085192680359, -0.006797922309488058, 0.053484957665205, 0.019262464717030525, -0.07310263812541962, 0.018765946850180626, -0.04021346569061279, 0.00046332404599525034, -0.0011329572880640626, 0.020537467673420906, 0.03145305812358856, 0.017623763531446457, -0.0217229425907135, -0.035819604992866516, 0.04088035225868225, -0.04518991708755493, -0.0033461677376180887, 0.007620351389050484, 0.03073105588555336, -0.023375246673822403, -0.02229512482881546, 0.0037796664983034134, -0.04217059165239334, -0.0009762162226252258, 0.08589457720518112, 0.0132425706833601, 0.030544131994247437, -0.018809955567121506, 0.03832707554101944, 0.027170604094862938, 0.02930600941181183, 0.01527724415063858, -0.011397406458854675, -0.01589319296181202, 0.012857635505497456, -0.04672590643167496, 0.06628652662038803, 0.01915811188519001, -0.05668269097805023, 0.013934623450040817, 0.04071803390979767, 0.015757931396365166, 0.021107587963342667, 0.021022194996476173, 0.000513638136908412, -0.010540883056819439, -0.01738567464053631, -0.03697973117232323, -0.02808048389852047, 0.01628609374165535, -0.009364624507725239, -0.07367976754903793, -0.02359749749302864, -0.01588725484907627, -0.017220860347151756, 0.03342713415622711, 0.018229350447654724, -0.02853257581591606, 0.02041717804968357, -0.01886185258626938, 0.006547813303768635, -0.07505271583795547, 0.05423564091324806, 0.009658470749855042, -0.01667003333568573, -0.033289387822151184, 0.006958501413464546, 0.05026279762387276, 0.03288884088397026, -0.01085404772311449, 0.07111284881830215, 0.020985104143619537, 0.034001655876636505, -0.03602343425154686, 0.06024320051074028, -0.02582208253443241, -0.04890570044517517, -0.025066403672099113, 0.05107174441218376, -0.04509208723902702, 0.008145368658006191, -0.004817236214876175, -0.028837546706199646, -0.025101549923419952, -0.008380546234548092, 0.049054887145757675, 0.07064031064510345, -0.007009874563664198, -0.04818616062402725, 0.0019269291078671813, -0.022942258045077324, 0.024493573233485222, -0.0007282561273314059, -0.01759451813995838, -0.0036169940140098333, -0.020938891917467117, 0.015414069406688213, 0.01807277277112007, 0.0015653464943170547, 0.011877919547259808, -0.045504093170166016, 0.03163289278745651, 0.07987715303897858, 0.03979801759123802, 0.006480627693235874, -0.014703911729156971, 0.03376266732811928, 0.03891131281852722, 0.0405692495405674, 0.006981199141591787, 0.03526806831359863, 0.016899121925234795, -0.01139822043478489, 0.010583670809864998, 0.05932214856147766, -0.012391905300319195, -0.00851177517324686, -0.062487613409757614, -0.03098398447036743, 0.07676073908805847, -0.030230097472667694, -0.018511254340410233, 0.029016023501753807, 0.08560895174741745, -0.011137919500470161, 0.03345145285129547, 0.013650225475430489, -0.0766492635011673, 0.028108244761824608, 0.020097317174077034, 0.019366716966032982, -0.006078981328755617, -0.011335579678416252, 0.06359296292066574, 0.013101180084049702, 0.012248472310602665, 0.00836947001516819, -0.055390529334545135, -0.08742453902959824, -0.023339496925473213, -0.00746193528175354, 0.0783771499991417, -0.02442687563598156, -0.012022586539387703, 0.08083706349134445, 0.01789965108036995, 0.04020529240369797, 0.026269197463989258, -0.016933700069785118, 0.009987113066017628, -0.023857485502958298, -0.042908500880002975, 0.05685535818338394, 0.04081970825791359, -0.016425715759396553, -0.05784496292471886, 0.01196333672851324, -0.012734217569231987, -0.007806336972862482, 0.049469243735075, -0.023009100928902626, 0.03775031119585037, 0.01777920126914978, 0.05453408509492874, -0.03852463886141777, 0.04564130678772926, -0.06108180060982704, 0.01027254294604063, -0.004262072499841452, -0.009976961649954319, -0.002465378027409315, -0.0009985672077164054, 0.12342237681150436, 0.06777262687683105, -0.06339118629693985, -0.047785308212041855, 0.005957483779639006, 0.010410643182694912, -0.030764030292630196, -0.0033387888688594103, 0.005465489346534014, -0.012366636656224728, 0.010325451381504536, -0.04718383774161339, -0.012562542222440243, 0.010351062752306461, -0.03611820936203003, 0.03802259638905525, 0.07573489844799042, -0.032941095530986786, 0.0494183674454689, -0.016592802479863167, -0.02660299837589264, 0.018449833616614342, -0.006676480174064636, -0.03868260979652405, 0.01966581493616104, 0.010364331305027008, -0.013388117775321007, 0.06618763506412506, -0.021269619464874268, -0.031497254967689514, -0.03012273833155632, -0.040103331208229065, 0.027045734226703644, 0.03973880410194397, 0.05458866432309151, -0.010152412578463554, 0.057854846119880676, -0.025473816320300102, 0.019428124651312828, -0.010242662392556667, -0.04784378781914711, -0.0310503076761961, -0.024601230397820473, 0.015079540200531483, 0.05122753605246544, 0.012765490449965, -0.010602851398289204, 0.022496769204735756, 0.010134078562259674, -0.01122196577489376, -0.010562660172581673, 0.02037893421947956, -0.027322599664330482, -0.0424845889210701, -0.0481354258954525, -0.04733153060078621, 0.06129177659749985, -0.02832033857703209, -0.031630538403987885, -0.013678797520697117, -0.05857160687446594, 0.062308263033628464, -0.07162445038557053, -0.04315396025776863, 0.0019140830263495445, 0.017315082252025604, 0.023966120555996895, -0.007858188822865486, -0.0010478436015546322, 0.06523565202951431, 0.01587885431945324, 0.022253040224313736, -0.02061551995575428, -0.028629779815673828, 0.03000633232295513, -0.010046950541436672, 0.010398059152066708, 0.05452683940529823, 0.011219056323170662, -0.008741384372115135, -0.03931199759244919, 0.016183894127607346, 0.01024552807211876, -0.29084333777427673, 0.04270106554031372, 0.0067079453729093075, -0.037682004272937775, 0.017472323030233383, -0.019015422090888023, -0.0037875983398407698, -0.0446990504860878, -0.012908409349620342, 0.022705309092998505, -0.03328229859471321, -0.02347538247704506, -0.03377703204751015, 0.04646144062280655, 0.0002581955341156572, 0.0015491892118006945, 0.009687951765954494, -0.032856207340955734, 0.0015513630351051688, 0.07518406957387924, -0.0077588907442986965, -0.05284135416150093, 0.0189509354531765, 0.02957228571176529, 0.04309544712305069, 0.0356026254594326, -0.10765686631202698, 0.038549941033124924, -0.038067497313022614, 0.0037518260069191456, -0.019488630816340446, 0.0017696138238534331, 0.011406338773667812, -0.012087352573871613, -0.028756465762853622, -0.0011348584666848183, 0.03060898184776306, -0.004024301189929247, 0.023238029330968857, 0.010548210702836514, -0.01634826324880123, -0.03538000211119652, -0.036093033850193024, -0.006876217667013407, 0.08016004413366318, -0.012037286534905434, -0.0734778642654419, 0.0056944047100842, -0.04342447966337204, 0.06537792086601257, -0.031112486496567726, -0.06396937370300293, -0.018426528200507164, 0.046345699578523636, 0.0041014389134943485, -0.033815741539001465, -0.006067008711397648, -0.027204958721995354, -0.03616927191615105, -0.04792467877268791, -0.020020291209220886, -0.047926273196935654, -0.007771119009703398, -0.05307266488671303, -0.008279349654912949, -0.06436347216367722, -0.07376886159181595, -0.006406115833669901, 0.08518748730421066, 0.02392178401350975, -0.012136145494878292, 0.011934652924537659, -0.015583587810397148, -0.10663387924432755, -0.013641529716551304, -0.03062286227941513, -0.036734774708747864, -0.013999170623719692, 0.03867143765091896, 0.05091489106416702, -0.024866221472620964, -0.06257554888725281, 0.02661869488656521, 0.015548462979495525, 0.02473701909184456, -0.007920115254819393, 0.022727441042661667, 0.003614530200138688, -0.025549395009875298, 0.009795267134904861, 0.08598285913467407, -0.007594855036586523, -0.009780272841453552, -0.020084775984287262, 0.02617306262254715, 0.021481025964021683, 0.041635751724243164, -0.010326105169951916, 0.0009544001659378409, 0.036161456257104874, 0.03027121163904667, -0.039162877947092056, 0.01651926524937153, -0.02575637772679329, -0.007204676046967506, 0.0006167729734443128, -0.058658648282289505, 0.037705931812524796, 0.029910383746027946, 0.022345324978232384, -0.026957957074046135, -0.037499625235795975, 0.01376380492001772, -0.04876492917537689, -0.036771662533283234, -0.009734068065881729, 0.005339630879461765, 0.02460811287164688, 0.00974305160343647, -0.02366570010781288, -0.052913155406713486, 0.0156227583065629, 0.004337779246270657, -0.012150418013334274, -0.07384361326694489, -0.045150455087423325, -0.01973487064242363, -0.03179356828331947, -0.0018550620879977942, 0.04462510347366333, -0.00010168566223001108, 0.018085913732647896, -0.00040687996079213917, -0.05349969491362572, 0.009940124116837978, 0.0031641290988773108, -0.020761093124747276, -0.0492204949259758, -0.005001243203878403, -0.025694990530610085, 0.01590733416378498, 0.00950626377016306, 0.009552412666380405, 0.016713609918951988, 0.04643052816390991, 0.017330249771475792, 0.012224100530147552, 0.0013974102912470698, 0.01354900375008583, 0.01620628871023655, 0.007021842058748007, -0.0684153214097023, 0.017787320539355278, -0.034275006502866745, -0.020016133785247803, -0.02229042537510395, 0.04415522515773773, -0.01978626661002636, -0.030774468556046486, -0.018824884667992592, 0.02179534360766411, -0.03647651895880699, -0.03669090196490288, -0.029898151755332947, 0.00011220754822716117, 0.040501371026039124, -0.02920384891331196, 0.04527797922492027, -0.015281648375093937, -0.020413096994161606, -0.009226662106812, 0.02713027596473694, -0.021343201398849487, 0.007195997983217239, 0.0004846289521083236, -0.013175356201827526, -0.006455529481172562, 0.0028030413668602705, 0.03030729480087757, 0.015454026870429516, -0.013082469813525677, -0.03244373947381973, -0.0007530370494350791, 0.03689361363649368, 0.06590888649225235, 0.022837882861495018, 0.0017873994074761868, -0.014204297214746475, -0.02742680162191391, 0.004476519301533699, -0.04621059447526932, -0.010593724437057972, 0.007703256327658892, 0.052569519728422165, -0.037121884524822235, -0.07850328832864761, 0.04498693719506264, 0.04147396609187126, 0.00832534208893776, 0.003650290658697486, -0.0005149985663592815, 0.006465170066803694, -0.02997519262135029, 0.028896046802401543, 0.058580029755830765, -0.04436994343996048, 0.0038324345368891954, -0.011820764280855656, 0.022913621738553047, 0.012457671575248241, 0.02310752123594284, -0.04856064170598984, -0.018580276519060135, -0.023539429530501366, 0.004313371609896421, -0.02643820084631443, -0.02672368660569191, -0.017032630741596222, -0.004596319515258074, -0.006458316929638386, -0.02115936391055584, -0.02297450229525566, 0.009181465022265911, -0.021202143281698227, -0.03377833217382431, 0.028216740116477013, -0.05052157863974571, 0.0019598871003836393, 0.04276370629668236, -0.03351755067706108, 0.024610841646790504, -0.03135744482278824, 0.022887224331498146, 0.03889024630188942, -0.019928283989429474, -0.007234306074678898, -0.05052546039223671, -0.005077137146145105, -0.020523279905319214, 0.06011682748794556, -0.005939938127994537, -0.03905347362160683, -0.024067528545856476, -0.016321280971169472, -0.06652741879224777, 0.008187527768313885, -0.016765939071774483, -0.0039369454607367516, 0.02115427330136299, 0.0468844473361969, -0.0013578501529991627, 0.04156222566962242, -0.015370321460068226, 0.005482501350343227, 0.04358978942036629, -0.04857112467288971, -0.024121904745697975, -0.04021098464727402, -0.04502533748745918, 0.01585465297102928, -0.009211661294102669, 0.009672660380601883, -0.044056665152311325, 0.05060859024524689, 0.032771866768598557, 0.03321804478764534, 0.05611675605177879, -0.007804384920746088, 0.03753330186009407, -0.04062804579734802, -0.0013237971579656005, -0.07546769827604294, -0.0010156318312510848, 0.041971996426582336, 0.0093879709020257, -0.0257143322378397, 0.007023160345852375, 0.002649198053404689, 0.0537545420229435, -0.05768158659338951, -0.008592288009822369, 0.043627988547086716, 0.0030696673784404993, -0.0028133175801485777, 0.011527257971465588, -0.0554942712187767, 0.03952972963452339, 0.025764182209968567, -0.03773626312613487, -0.024767223745584488, -0.015476484782993793, 0.04218360781669617, -0.006322940811514854, 0.018817031756043434, -0.007214532699435949, -0.0183525700122118, 0.059757787734270096, 0.02326742745935917, 0.0040817162953317165, 0.0632522851228714, -0.024142635986208916, 0.02543664537370205, 0.04384804144501686, 0.004400553647428751, -0.005156366154551506, 0.010087748989462852, -0.03384695202112198, -0.07270121574401855, -0.003263128222897649, 0.025858912616968155, -0.05169271305203438, -0.049677494913339615, 0.06882034242153168, 0.019389960914850235, -0.017139332368969917, -0.0429002121090889, 0.0074117365293204784, -0.05682317912578583, -0.0014309269608929753, -0.03620171174407005, 0.014768882654607296, -0.043609268963336945, 0.05294719338417053, 0.006516443565487862, -0.020374203100800514, 0.0796554833650589, -0.027026278898119926, -0.013020405545830727, -0.02183583565056324, 0.07703570276498795, 0.06722253561019897, 0.06656451523303986, -0.012119075283408165, 0.05652336776256561, -0.02097988687455654, -0.0424252524971962, 0.007415603380650282, -0.011460497975349426, 0.0028601670637726784, -0.005924735683947802, 0.029993942007422447, 0.07880454510450363, -0.013797945342957973, 0.07842063903808594, -0.029278894886374474, -0.004966020118445158, -0.013225928880274296, 0.007783548440784216, 0.0030496218241751194, 0.06430653482675552, 0.0038146297447383404, 0.03028666041791439, -0.008041185326874256, -0.028230100870132446, 0.02150724083185196, -0.05995641276240349, -0.006939603015780449, 0.006581613328307867, 0.004985295236110687, 0.016909360885620117, 0.012572098523378372, 0.055903110653162, 0.060969188809394836, -0.04575303941965103, 0.015114829875528812, 0.008677343837916851, 0.040737856179475784, -0.0018229727866128087, 0.014855108223855495, -0.017297696322202682, -0.014414345845580101, 0.011885194107890129, -0.005586822982877493, 0.0027687884867191315, -0.027449557557702065, -0.023517616093158722, 0.05769461393356323, -0.02408459223806858, -0.010902582667768002, -0.0007444266229867935, -0.014575385488569736, -0.035347599536180496, -0.04978356882929802, -0.03831934183835983, -0.04530302807688713, -0.07256951183080673, -0.025499625131487846, 0.011209217831492424, -0.013725447468459606, -0.032589737325906754, -0.03312272951006889, -0.021189182996749878, -0.0071403710171580315, 0.04811561480164528, -0.02321135438978672, -0.020080532878637314, 0.01378028467297554, 0.010345137678086758, 0.03406045213341713, 0.026824869215488434, 0.038082968443632126, -0.009145713411271572, -0.006882121786475182, -0.04327630624175072, -0.010630439035594463, 0.032189033925533295, 0.021378671750426292, 0.0005095412489026785, -0.08572517335414886, 0.01387726329267025, 0.009116549044847488, 0.007525977212935686, -0.08394546806812286, 0.007033904083073139, 0.02575640007853508, 0.01020718365907669, 0.045190826058387756, -0.03509454429149628, 0.009679533541202545, -0.043052781373262405, 0.002755645662546158, -0.006778134498745203, 0.02440689504146576, 0.05249530449509621, -0.031660549342632294, 0.08285780251026154, -0.009371788240969181, -0.023875940591096878, -0.03239639103412628, -0.016616569831967354, -0.01675281673669815, 0.0006627788534387946, -0.025744153186678886, -0.036232758313417435, -0.017660753801465034, -0.054432909935712814, -0.027103276923298836, 0.025647467002272606, -0.016278309747576714, -0.022622132673859596, 0.032952141016721725, 0.04015015438199043, -0.05969051271677017, 0.06104546785354614, -0.03467778116464615, 0.04098333418369293, -0.0009456745465286076, -0.011572027578949928, 0.000281176355201751, -0.012084398418664932, 0.016172906383872032, -0.004267127253115177, 0.007849497720599174, -0.0418485663831234, -0.01766207255423069, -0.01312178373336792, 0.017898568883538246, 0.01111619919538498, -0.006172980647534132, 0.03405136242508888 ]
[ -0.09140483289957047, -0.04037287086248398, -0.033260393887758255, -0.03367029130458832, 0.04197273775935173, -0.05318664386868477, -0.006893466226756573, 0.027450840920209885, 0.004698479548096657, -0.024762725457549095, -0.015739930793642998, -0.018057452514767647, -0.003593429923057556, 0.0012976392172276974, 0.11680789291858673, 0.008067946881055832, -0.011982496827840805, -0.05824940651655197, -0.022215906530618668, -0.02657262235879898, 0.021005753427743912, -0.010661101900041103, -0.043523237109184265, -0.03463643789291382, 0.020269522443413734, 0.03115718439221382, 0.019620532169938087, -0.05821767449378967, 0.023414505645632744, -0.19575150310993195, 0.008091936819255352, 0.013714224100112915, 0.04660977050662041, -0.029317248612642288, 0.0022349888458848, 0.05589805543422699, 0.01589617133140564, 0.019572896882891655, -0.025320151820778847, 0.07099124789237976, 0.01784469746053219, 0.001955746440216899, -0.054373227059841156, -0.00842238962650299, 0.05120611563324928, -0.02157437428832054, -0.028794657438993454, -0.024857299402356148, -0.042134564369916916, 0.015092339366674423, -0.062478624284267426, -0.04933354631066322, -0.03085746057331562, -0.012872316874563694, 0.01725117862224579, 0.04875224083662033, 0.025932101532816887, 0.10615326464176178, 0.011649955064058304, 0.033440664410591125, 0.0287118349224329, -0.029988279566168785, -0.11672081798315048, 0.11428427696228027, 0.025656597688794136, 0.054412875324487686, -0.01869463361799717, -0.018977703526616096, 0.013716968707740307, 0.1009177565574646, 0.019214099273085594, -0.0017427329439669847, 0.000835307699162513, 0.057366371154785156, 0.013624237850308418, -0.008579092100262642, 0.016395188868045807, 0.018214944750070572, 0.035311684012413025, -0.04201340675354004, -0.03874853253364563, 0.0010387225775048137, 0.013841365464031696, 0.006909349001944065, -0.039650823920965195, -0.0008018975495360792, -0.03419917821884155, 0.039706580340862274, 0.04183752462267876, 0.03691229224205017, 0.02334205061197281, -0.03450959920883179, 0.0516635961830616, -0.014512582682073116, -0.06945863366127014, -0.023977572098374367, -0.0027577783912420273, -0.013017314486205578, -0.05999743193387985, 0.41637611389160156, -0.035095419734716415, -0.02351554110646248, 0.09260287880897522, 0.031721726059913635, -0.0093201519921422, 0.008667058311402798, 0.021739322692155838, -0.07084287703037262, -0.0018712389282882214, -0.042840536683797836, -0.038104619830846786, -0.00903348159044981, 0.03788552060723305, -0.04799111187458038, -0.015039422549307346, -0.003960662055760622, 0.025754153728485107, 0.0247862059623003, -0.0026499361265450716, 0.020876716822385788, -0.0020167704205960035, 0.0055300090461969376, 0.02808726765215397, 0.024647768586874008, 0.0015431984793394804, -0.007892236113548279, 0.014102541841566563, 0.058727748692035675, 0.049748290330171585, 0.019631773233413696, 0.05640813335776329, 0.006299830507487059, -0.08541135489940643, -0.012514092959463596, 0.009715697728097439, 0.01101997122168541, 0.00016094181046355516, -0.02102489396929741, -0.004432101268321276, 0.008316314779222012, -0.007571188732981682, -0.0015087455976754427, 0.03165259212255478, -0.027714282274246216, -0.04639704152941704, 0.14539088308811188, -0.015021280385553837, -0.01171004120260477, -0.009580946527421474, -0.017861472442746162, 0.019321022555232048, 0.048028845340013504, -0.02619778923690319, -0.05540594458580017, 0.01809915341436863, 0.027017496526241302, 0.06799136102199554, -0.01008679997175932, -0.0391988530755043, -0.014745903201401234, -0.047940414398908615, 0.0033620961476117373, -0.015582098625600338, 0.0092341722920537, 0.018189964815974236, -0.10926279425621033, -0.004494252149015665, 0.009349992498755455, 0.02784121409058571, -0.10343177616596222, 0.00840045977383852, 0.017206931486725807, -0.04332027956843376, -0.026864783838391304, 0.06129341945052147, -0.010019159875810146, -0.02502155303955078, 0.015031836926937103, 0.06906410306692123, 0.040279217064380646, 0.024179548025131226, 0.009420108050107956, -0.0569056011736393, 0.0006997752352617681, -0.04882827773690224, -0.06480579078197479, -0.007376259192824364, -0.0421307198703289, -0.011605195701122284, -0.017971739172935486, 0.002404828555881977, -0.01913730427622795, -0.0722954198718071, 0.039522502571344376, -0.05345425754785538, -0.03389124199748039, 0.054143305867910385, -0.015706632286310196, 0.009308229200541973, -0.016993194818496704, -0.02130964770913124, 0.025813667103648186, -0.0506640300154686, 0.03528671711683273, -0.05513877794146538, 0.039969176054000854, 0.06786038726568222, -0.04520602151751518, 0.0747685581445694, 0.039387691766023636, -0.04490458592772484, -0.03817852959036827, -0.002266363240778446, 0.006456374190747738, 0.009456849656999111, -0.012110778130590916, 0.004153215792030096, 0.029724357649683952, -0.007440266199409962, 0.02309374138712883, -0.058404117822647095, -0.024350976571440697, -0.009635845199227333, -0.32738515734672546, -0.03381429985165596, -0.0015711311716586351, -0.032922983169555664, -0.02367926575243473, -0.07071541249752045, -0.00829278863966465, -0.027123479172587395, -0.02515304461121559, -0.0007211875054053962, 0.11551224440336227, -0.005972506012767553, 0.0053422823548316956, -0.09245603531599045, 0.00455109030008316, 0.00447738915681839, -0.028342606499791145, -0.04720526561141014, -0.006092691794037819, 0.022959034889936447, -0.008970915339887142, 0.007225397042930126, -0.0018474716925993562, -0.06950685381889343, 0.01773642934858799, -0.030019672587513924, 0.08495897799730301, -0.01649411767721176, 0.11455313861370087, -0.029936064034700394, 0.06587575376033783, 0.019530827179551125, 0.009733486920595169, -0.09495683014392853, 0.012746712192893028, -0.0006835386157035828, 0.013357967138290405, -0.005482365842908621, 0.03178117424249649, -0.021192215383052826, -0.04179522767663002, 0.044508758932352066, -0.04837441071867943, -0.05592993274331093, -0.03549877554178238, 0.0014218203723430634, -0.02895723469555378, -0.05945838987827301, -0.006621893495321274, 0.05598362162709236, -0.011399985291063786, -0.022193145006895065, 0.030421674251556396, 0.03492937982082367, -0.029820149764418602, -0.022688234224915504, -0.0779375210404396, 0.015363971702754498, -0.02006431855261326, 0.00504486495628953, 0.04105779528617859, 0.044301003217697144, 0.034612514078617096, -0.04502616822719574, 0.011412710882723331, 0.021618833765387535, -0.015796862542629242, -0.026871712878346443, 0.044209808111190796, -0.039278220385313034, -0.02050846815109253, 0.09921019524335861, -0.0009299276280216873, 0.02998722903430462, 0.04961090162396431, 0.012449922040104866, -0.009237426333129406, 0.01610880345106125, 0.028891287744045258, -0.002483279909938574, 0.013644433580338955, -0.01217835582792759, 0.03514459356665611, -0.030051574110984802, -0.02785295434296131, 0.017660368233919144, -0.017311377450823784, -0.026118192821741104, 0.0319744274020195, 0.005173011217266321, -0.011578877456486225, -0.001433143625035882, 0.01368311233818531, -0.05967433750629425, 0.07375946640968323, -0.013893977738916874, -0.24238717555999756, 0.004745236597955227, 0.0928349643945694, 0.0528804250061512, -0.008330341428518295, 0.008147068321704865, 0.045094601809978485, -0.06585853546857834, 0.008995383977890015, -0.01702709309756756, 0.01919598877429962, 0.0433809831738472, 0.018281102180480957, -0.0042989663779735565, 0.04058922454714775, 0.000667254498694092, 0.019381456077098846, -0.007133827544748783, -0.0003537784214131534, -0.011867409572005272, 0.03160306066274643, -0.011401548981666565, 0.18076680600643158, -0.017823489382863045, 0.038283344358205795, 0.007757766637951136, 0.004680518992245197, -0.0011873133480548859, 0.09125969558954239, 0.014019261114299297, 0.013275994919240475, 0.0017319611506536603, 0.06327995657920837, 0.009608451277017593, 0.03090813010931015, -0.11997656524181366, -0.01462068036198616, 0.02954983152449131, 0.014825185760855675, 0.003689261619001627, -0.019554413855075836, 0.021467482671141624, -0.037875182926654816, 0.01488478947430849, 0.060537777841091156, -0.004287348594516516, -0.010248616337776184, -0.03748144209384918, -0.05500318855047226, 0.011252153664827347, -0.04426361992955208, -0.0232015922665596, 0.017081765457987785, 0.010892760008573532, 0.02551165781915188, 0.0509864017367363, 0.01897525228559971, 0.0077537428587675095, -0.020257605239748955, 0.02791624702513218, 0.0034003041218966246, -0.013557382859289646, 0.09735330194234848, 0.0440254732966423, 0.04930250719189644 ]
[ 0.003530129324644804, 0.00727293873205781, -0.018287722021341324, -0.004095740150660276, -0.009924490936100483, 0.005008190870285034, 0.022503608837723732, 0.024094125255942345, 0.0020941481925547123, 0.005355308763682842, 0.009786739945411682, 0.028935929760336876, 0.034231144934892654, -0.02955997921526432, 0.023670243099331856, -0.02118738181889057, -0.013687364757061005, -0.02451077289879322, 0.025070304051041603, -0.04963855445384979, -0.019740544259548187, 0.01658858358860016, 0.010272019542753696, 0.005166957620531321, -0.015882669016718864, 0.0037273052148520947, -0.030323786661028862, -0.014010322280228138, 0.03268089145421982, -0.1011241003870964, -0.016367632895708084, -0.019620710983872414, -0.01611870713531971, -0.016993366181850433, -0.04455573111772537, 0.005744430236518383, -0.01086526270955801, -0.02096700482070446, 0.009546547196805477, 0.009175099432468414, -0.011526864022016525, -0.050509799271821976, -0.03842853009700775, 0.005855395458638668, -0.048405908048152924, 0.007278302684426308, 0.021223874762654305, -0.021797459572553635, -0.03555208072066307, -0.01946575567126274, -0.02099352702498436, 0.004741174168884754, -0.017818525433540344, 0.02146446891129017, 0.004947757348418236, -0.013355736620724201, -0.016370698809623718, 0.0016635695938020945, 0.013694081455469131, -0.023444250226020813, -0.019862346351146698, -0.0016876582521945238, 0.0018654584418982267, -0.01438218355178833, -0.0009249640279449522, -0.010409583337605, -0.04369869828224182, 0.01917370595037937, 0.0028758319094777107, 0.0023071952164173126, -0.0026786380913108587, 0.04324377700686455, -0.014668326824903488, -0.0016800713492557406, -0.010374912992119789, 0.005017204210162163, 0.019020268693566322, -0.013553346507251263, -0.01001948956400156, 0.01110572274774313, -0.03245243430137634, 0.018738219514489174, 0.02906711772084236, 0.03478677198290825, 0.00479459622874856, -0.0006343540153466165, 0.004619200713932514, -0.011290479451417923, 0.003102818736806512, 0.02421252802014351, -0.018361298367381096, 0.03197629377245903, 0.006420932710170746, -0.0038657139521092176, -0.09317637234926224, -0.016105009242892265, -0.013713103719055653, -0.049676232039928436, -0.009069519117474556, 0.853671669960022, -0.04036882519721985, 0.021302426233887672, 0.028574110940098763, 0.018467970192432404, 0.0270528607070446, -0.0013082537334412336, -0.022259464487433434, -0.0030146087519824505, 0.04124164953827858, -0.020268172025680542, -0.010842454619705677, 0.03314327448606491, 0.0145662110298872, 0.00930797215551138, 0.02413133718073368, 0.020885223522782326, 0.0018205223605036736, -0.00626761419698596, 0.05016566440463066, 0.00608676066622138, 0.03851974755525589, -0.01456801313906908, -0.006432330701500177, 0.014007766731083393, 0.009096252731978893, -0.15436208248138428, -0.012315776199102402, -7.316586876152947e-33, 0.04806409776210785, -0.0053593460470438, -0.015374056994915009, 0.007711755111813545, 0.020719019696116447, 0.006384348496794701, 0.042409297078847885, -0.016767440363764763, -0.027548132464289665, -0.02029712125658989, -0.024990694597363472, -0.004863498266786337, -0.0093928137794137, -0.016282636672258377, 0.0549573116004467, -0.012527219019830227, -0.011184962466359138, 0.04452567175030708, 0.0073020500130951405, 0.007048066705465317, 0.018194712698459625, 0.037382572889328, 0.011823087930679321, 0.020214378833770752, 0.026181166991591454, 0.03590374067425728, 0.02905283495783806, -0.01909821666777134, -0.010352457873523235, -0.046914245933294296, -0.00792637001723051, 0.03517281636595726, -0.004480814095586538, -0.02718515880405903, 0.07341237366199493, -0.04810279980301857, -0.017307156696915627, 0.014313427731394768, -0.03965406492352486, -0.04115165024995804, -0.017469123005867004, 0.014595651999115944, -0.023929746821522713, -0.039191633462905884, -0.028425410389900208, -0.003056751098483801, -0.002899749903008342, 0.009922846220433712, 0.007820107974112034, -0.0006902368040755391, 0.045746613293886185, 0.03342718631029129, -0.00889961700886488, -0.032073911279439926, -0.021379120647907257, 0.0029221689328551292, -0.024577440693974495, -0.01542002335190773, 0.04521244764328003, 0.012188609689474106, 0.024488573893904686, -0.026178156957030296, 0.010405762121081352, -0.01120063103735447, 0.019334523007273674, -0.021333293989300728, -0.032549504190683365, 0.013914010487496853, 0.03808150067925453, -0.010363524779677391, -0.02502048946917057, 0.0069394404999911785, -0.015134783461689949, -0.016647491604089737, 0.02911377139389515, -0.020099371671676636, -0.00027257436886429787, -0.04500770568847656, -0.013750910758972168, 0.0000048155484364542644, 0.03402623161673546, -0.017482958734035492, 0.009432160295546055, -0.035478558391332626, 0.00425994535908103, -0.02124994434416294, 0.030692540109157562, -0.015635691583156586, -0.02559293806552887, 0.04776465520262718, 0.030041974037885666, 0.03626526519656181, -0.01186216901987791, -0.021446391940116882, -0.03310702368617058, 7.508200536860642e-33, -0.016971372067928314, -0.008882174268364906, -0.04091465845704079, -0.007236758712679148, -0.016660574823617935, -0.017197897657752037, 0.0036386025603860617, 0.007073398679494858, -0.034260571002960205, 0.04876264929771423, -0.007879193872213364, -0.00636174064129591, -0.04647379368543625, 0.019712427631020546, 0.04892366752028465, -0.025456706061959267, 0.0281926728785038, -0.04574507474899292, 0.01051246002316475, -0.0036795134656131268, -0.008493590168654919, -0.007607349660247564, 0.0016756649129092693, 0.0156911201775074, 0.01493004895746708, 0.0551004521548748, -0.010828902944922447, 0.005714546423405409, 0.0032114379573613405, -0.01804698072373867, -0.00699254497885704, -0.031054560095071793, 0.03802606463432312, 0.004759085364639759, -0.0029699180740863085, 0.026964811608195305, -0.004959714598953724, -0.037267837673425674, 0.05633125081658363, -0.026303645223379135, 0.064468614757061, -0.029347741976380348, 0.017980819568037987, 0.008319549262523651, -0.03366245701909065, 0.021691497415304184, -0.01303100399672985, 0.0005998500855639577, -0.027736220508813858, 0.018961027264595032, 0.026289038360118866, 0.014437505975365639, 0.0005356348701752722, 0.008552066050469875, 0.027179967612028122, -0.033210959285497665, 0.00929802656173706, -0.02337324619293213, -0.03583615645766258, -0.011943386867642403, -0.012168530374765396, 0.0026321732439100742, -0.008023764938116074, 0.016200684010982513, -0.014215512201189995, -0.034349437803030014, -0.041699256747961044, -0.02253538928925991, -0.00007305006874958053, 0.0050325593911111355, -0.018436366692185402, -0.008841602131724358, 0.009937293827533722, 0.006384213920682669, 0.04114712029695511, -0.028844023123383522, -0.004087652079761028, 0.014425181783735752, -0.02112390659749508, 0.017219603061676025, -0.001057854387909174, -0.002397810807451606, 0.024010099470615387, -0.03671041876077652, -0.02219267189502716, 0.0009846783941611648, -0.011443071067333221, 0.035328857600688934, 0.022974880412220955, 0.000787275203038007, 0.006893607787787914, 0.031745124608278275, 0.021955620497465134, 0.016769589856266975, 0.022962942719459534, -1.3199218606985141e-8, -0.044965893030166626, -0.018512437120079994, -0.033490825444459915, 0.029387468472123146, 0.04031287506222725, 0.04637180641293526, -0.005842345766723156, -0.008513647131621838, 0.0002545381721574813, -0.0005593282985500991, 0.019218552857637405, 0.0021472161170095205, 0.0066487425938248634, -0.0017595899989828467, 0.029849562793970108, -0.03474718704819679, -0.033212266862392426, -0.060652632266283035, 0.03397946432232857, 0.03545871004462242, -0.02015150897204876, 0.04758038744330406, -0.028348078951239586, 0.006388160400092602, 0.01652025803923607, 0.00014269909297581762, 0.011463319882750511, -0.08190582692623138, -0.025330007076263428, 0.02526479959487915, 0.015083728358149529, -0.03933180496096611, -0.03517547622323036, 0.0117544736713171, -0.014815562404692173, -0.022240670397877693, 0.02255329303443432, -0.0002654388954397291, -0.00001699575841485057, -0.0077558173798024654, 0.03684655576944351, 0.025124160572886467, 0.00292862206697464, -0.02478160336613655, -0.018154161050915718, 0.012887374497950077, -0.007210418116301298, 0.005541355349123478, 0.03856195509433746, -0.0338253527879715, -0.006907555740326643, 0.02708151936531067, 0.025750482454895973, 0.027197230607271194, 0.00998954102396965, 0.0070372517220675945, 0.04905654489994049, -0.03576652333140373, -0.020656179636716843, -0.005190473981201649, 0.029549259692430496, 0.035622432827949524, -0.022404218092560768, -0.012430819682776928 ]
f-refactoring-that-little-twitter-application-into-objects
https://markhneedham.com/blog/2009/04/18/f-refactoring-that-little-twitter-application-into-objects
false
2009-04-18 09:25:17
I don't have time not to test!
[ "testing" ]
[ "Testing" ]
I recently read a blog post by Joshua Lockwood where he spoke of some people who claim they http://www.lostechies.com/blogs/joshua_lockwood/archive/2009/04/13/quot-i-don-t-have-time-to-test-quot.aspx[don't have time to test]. Learning the TDD approach to writing code has been one of best things that I've learnt over the last few years - before I worked at ThoughtWorks I didn't know how to do it and the only way I could verify whether something worked was to load up the application and manually check it. It was severely painful and on one particular occasion I managed to put some code with a bug into production because I didn't know all the places that making that code change would impact. It's not a good way of working and I'm glad I've been given the opportunity to work with people who have showed me a better way. My experience pretty much matches a comment made by http://www.lostechies.com/members/chrismissal/default.aspx[Chris Missal] on the post where he pointed out that you are going to test your code anyway so you might as well automate that test! ____ "You're already testing with the debugger, TestPage1.aspx, or whatever\... Just save that code and automate it!" ____ I've just spent the last 2 hours doing some http://www.markhneedham.com/blog/2009/04/18/f-refactoring-that-little-twitter-application-into-objects/[refactoring on an F# twitter application I'm working on] and because I didn't write any tests it's been a very painful experience indeed. Every time I make a change I have to copy all the code into F# interactive, run the code and then manually make sure that I haven't broken anything. I've been doing this in fairly small steps - make one change then run it - but *the cycle time is still much greater than it would be if I had just put some tests around the code in the first place*. I think we should be looking to test more than just the 'complex code' as well - there have been numerous occasions when I've put the logic for a conditional statement the wrong way around and a test has come to the rescue. It pretty much applies to all the languages that I've worked in and if we can't see how to easily create an automated test for a bit of code then http://www.markhneedham.com/blog/2008/11/30/tdd-if-its-hard-to-test-reflect-on-your-approach/[it's a sign that we're doing something wrong] and we might want to take a look at that!
null
null
[ 0.03362952917814255, 0.0018945798510685563, -0.0028426058124750853, 0.04237736389040947, 0.08810801059007645, 0.021646369248628616, 0.042289864271879196, 0.046409185975790024, 0.0186395812779665, -0.026181936264038086, -0.009539206512272358, 0.016230357810854912, -0.059348661452531815, -0.0033167307265102863, -0.036773763597011566, 0.08148401975631714, 0.06410478800535202, -0.023859810084104538, 0.046074215322732925, 0.0026887860149145126, 0.0407903827726841, 0.07478561997413635, 0.000012196418538223952, 0.03617236390709877, 0.026587164029479027, 0.0293300561606884, 0.006193113047629595, -0.0074227978475391865, -0.0781736671924591, -0.017043063417077065, 0.04869862273335457, 0.0020807767286896706, 0.023731378838419914, -0.0242846067994833, 0.0140351178124547, -0.00635310634970665, -0.006880208849906921, 0.02964603714644909, 0.003599621122702956, 0.016886061057448387, -0.07721196860074997, 0.01937609538435936, -0.012076430954039097, 0.006704012397676706, -0.04846843332052231, 0.02478008344769478, -0.021978655830025673, -0.00787295401096344, -0.0053460681810975075, -0.016487475484609604, -0.05128041282296181, 0.05076297000050545, -0.007838739082217216, -0.0013855111319571733, -0.009371859021484852, 0.06569844484329224, 0.033835992217063904, -0.07307524234056473, 0.014094915241003036, -0.04730311408638954, 0.004031735472381115, 0.002531997859477997, -0.0036757003981620073, 0.04184941202402115, 0.02961827628314495, -0.013547920621931553, 0.004984688013792038, 0.04378607124090195, -0.03369835764169693, 0.01385404635220766, -0.0022055511362850666, -0.0032355033326894045, -0.025616342201828957, -0.011939927004277706, 0.01744667813181877, -0.026783838868141174, -0.017603673040866852, 0.07139119505882263, 0.026174070313572884, 0.05723585933446884, -0.022973820567131042, 0.020251983776688576, 0.019159136340022087, 0.017987828701734543, -0.015720147639513016, -0.02295457199215889, 0.004796275403350592, -0.00911711622029543, -0.04306137189269066, 0.062101028859615326, 0.026687879115343094, -0.04871996492147446, 0.04095692187547684, 0.049416929483413696, 0.005404998082667589, 0.01179136335849762, 0.023407328873872757, 0.0187522042542696, -0.027244247496128082, -0.0016684565925970674, -0.02032390795648098, -0.0361710824072361, 0.016694922000169754, 0.008096364326775074, -0.07584661990404129, 0.0047863200306892395, -0.026154810562729836, -0.01810804381966591, -0.0037027737125754356, 0.012839355506002903, -0.04254790022969246, 0.03023403137922287, -0.028094828128814697, -0.00450387317687273, -0.07852794975042343, 0.07678750902414322, 0.0069719054736196995, -0.024125151336193085, -0.00367377488873899, -0.0012449700152501464, 0.027088778093457222, 0.022857919335365295, -0.007148316595703363, 0.08265362679958344, 0.015887511894106865, 0.04454211890697479, -0.022773142904043198, 0.0461324006319046, -0.019104542210698128, -0.0572892464697361, -0.0049158018082380295, 0.04345525801181793, -0.03070465475320816, 0.004721194505691528, 0.006256266497075558, -0.016967613250017166, -0.0007290949579328299, 0.0008437064243480563, 0.037962038069963455, 0.06306415051221848, -0.0249257143586874, -0.024756714701652527, 0.01550313364714384, 0.0049127680249512196, -0.006094079464673996, 0.020068014040589333, -0.012047914788126945, -0.008444278500974178, -0.03482595086097717, 0.015045271255075932, 0.015609292313456535, 0.024172334000468254, 0.010829259641468525, -0.03345506638288498, 0.01707206852734089, 0.06993167847394943, 0.0021870608907192945, -0.0018280374351888895, -0.008805160410702229, 0.04128514602780342, 0.05031507462263107, 0.04349842667579651, 0.021180378273129463, 0.04394517093896866, 0.024389375001192093, -0.003021213924512267, -0.0054539283737540245, 0.03259431943297386, -0.011631561443209648, -0.006870971992611885, -0.06510861963033676, -0.025564512237906456, 0.06434879451990128, -0.06735755503177643, -0.02218073420226574, 0.04548494145274162, 0.07603780925273895, -0.003708807285875082, 0.029728706926107407, 0.006470479071140289, -0.07394497841596603, 0.01577613316476345, 0.023630790412425995, 0.028038600459694862, -0.0034468001686036587, -0.0198519267141819, 0.06901291757822037, 0.018895721063017845, -0.0022654084023088217, 0.033491089940071106, -0.07982128113508224, -0.10180898755788803, -0.014649814926087856, -0.01595795527100563, 0.06633462756872177, -0.04352395981550217, -0.012500789016485214, 0.08582895249128342, 0.01889565959572792, 0.053149059414863586, 0.02924145944416523, -0.00866197980940342, 0.0049461121670901775, -0.04092644155025482, -0.047914281487464905, 0.048222001641988754, 0.04366007819771767, -0.009207417257130146, -0.05690830200910568, -0.006264534778892994, -0.0064679826609790325, -0.006514410022646189, 0.046138644218444824, -0.010795583948493004, 0.019853204488754272, 0.03454906493425369, 0.06353326886892319, -0.019677121192216873, 0.06591948866844177, -0.0681602954864502, 0.012236248701810837, -0.009165801107883453, -0.0018790215253829956, -0.00520233903080225, -0.010254132561385632, 0.09735412150621414, 0.05481497198343277, -0.06305930763483047, -0.041366759687662125, 0.0007380149909295142, -0.004218393936753273, -0.04365236312150955, -0.016626063734292984, -0.013661294244229794, -0.010917773470282555, -0.004807660356163979, -0.0653957799077034, -0.03209449350833893, 0.008754936046898365, -0.03667313605546951, 0.04196164011955261, 0.06530311703681946, -0.01802796870470047, 0.04681812971830368, -0.02924416773021221, -0.017511961981654167, -0.015034607611596584, -0.0020368462428450584, -0.04399985074996948, 0.019026003777980804, 0.043263938277959824, -0.013054518960416317, 0.04168318584561348, -0.02630486711859703, -0.034296177327632904, -0.03316102176904678, -0.02835572138428688, 0.016838135197758675, 0.023212525993585587, 0.0682038888335228, -0.011721646413207054, 0.057338837534189224, 0.00019091465219389647, 0.031573787331581116, 0.008757442235946655, -0.05026852339506149, -0.03460647165775299, -0.01576969400048256, -0.00020062443218193948, 0.0502898134291172, 0.005035037640482187, 0.015208161436021328, 0.02567264623939991, 0.003951756749302149, -0.012899848632514477, -0.013678140006959438, 0.02194586955010891, 0.007461222819983959, -0.03428198769688606, -0.02061488851904869, -0.040238942950963974, 0.03325199335813522, -0.04723242297768593, -0.033085402101278305, 0.008970203809440136, -0.06962547451257706, 0.047837384045124054, -0.06387114524841309, -0.05566282942891121, 0.012864560820162296, 0.004503762349486351, 0.028127118945121765, -0.002820332534611225, 0.038191139698028564, 0.07336481660604477, -0.014996817335486412, 0.028450757265090942, -0.01933380961418152, -0.0030744168907403946, 0.024052351713180542, 0.013787050731480122, 0.009679284878075123, 0.017724042758345604, 0.007754898630082607, 0.008790726773440838, -0.04982651770114899, 0.02863476425409317, -0.022512517869472504, -0.2854883372783661, 0.052499521523714066, 0.011035778559744358, -0.04777379333972931, 0.027002114802598953, -0.01524149440228939, 0.018737684935331345, -0.04058748856186867, -0.017180416733026505, 0.04302722588181496, -0.036074455827474594, -0.03774239122867584, -0.028163040056824684, 0.05083711817860603, -0.02023344486951828, 0.003447517054155469, 0.01911560446023941, -0.04490002989768982, 0.023945022374391556, 0.059665851294994354, -0.012050263583660126, -0.07088631391525269, 0.008951574563980103, 0.03521974757313728, 0.05018816888332367, 0.06301643699407578, -0.09427659213542938, 0.03986956924200058, -0.03515490144491196, 0.0014211538946256042, 0.01046342495828867, 0.006851190701127052, 0.012876763939857483, -0.027329690754413605, -0.024767057970166206, -0.015139523893594742, 0.021301135420799255, -0.001791108283214271, -0.008026279509067535, 0.014276385307312012, -0.016343358904123306, -0.052295103669166565, -0.018225036561489105, 0.0004183351411484182, 0.0679270476102829, -0.009078368544578552, -0.06597231328487396, -0.00786654558032751, -0.030950775370001793, 0.08280332386493683, -0.029279712587594986, -0.0415782630443573, -0.003051898442208767, 0.02827371656894684, -0.007567360065877438, -0.03974699229001999, 0.0014012267347425222, -0.013602955266833305, -0.04585225507616997, -0.04425949975848198, -0.01403073314577341, -0.025225479155778885, -0.016436830163002014, -0.04471687600016594, 0.008810936473309994, -0.07116688787937164, -0.04335914924740791, -0.0038242230657488108, 0.08820933103561401, 0.01767796277999878, -0.018851887434720993, 0.019396334886550903, 0.009508322924375534, -0.11171729117631912, 0.0016614024061709642, 0.002967474050819874, -0.03802774101495743, -0.029951389878988266, 0.000043473264668136835, 0.0627228319644928, -0.042065173387527466, -0.05084874853491783, 0.05084247514605522, 0.004483135882765055, 0.012450301088392735, 0.0016426682705059648, 0.024408938363194466, 0.03282124921679497, -0.009898411110043526, 0.0140534033998847, 0.08543757349252701, -0.0074098315089941025, -0.025668475776910782, -0.03314485773444176, 0.027887603268027306, 0.04047679901123047, 0.04421207681298256, -0.0019853764679282904, 0.009843157604336739, 0.018903927877545357, 0.00809892825782299, -0.05739232525229454, 0.05034157261252403, -0.028729116544127464, 0.005052764900028706, -0.03203647956252098, -0.051243700087070465, 0.019681544974446297, 0.02625315450131893, 0.04356126859784126, -0.024024702608585358, -0.03353360667824745, -0.022955255582928658, -0.05255282670259476, -0.024397587403655052, -0.016467513516545296, 0.02029525302350521, 0.020491786301136017, -0.03334255889058113, -0.012223497033119202, -0.04761623963713646, 0.02308589220046997, -0.005827782675623894, 0.00011643316247500479, -0.05572357028722763, -0.04187760502099991, -0.005913622211664915, -0.015749963000416756, 0.02741910144686699, 0.02833334356546402, -0.000667327200062573, 0.03737014904618263, -0.006738557945936918, -0.02789619006216526, 0.003789660055190325, -0.008119977079331875, -0.0399179607629776, -0.02971057966351509, 0.004122910089790821, -0.005081936717033386, 0.007102007046341896, 0.003345620119944215, -0.0033205379731953144, 0.007557980250567198, 0.06415890902280807, 0.011559520848095417, 0.0315215066075325, -0.019643692299723625, 0.001388100441545248, 0.0066150794737041, 0.012464477680623531, -0.09019103646278381, 0.01181226409971714, -0.05543004721403122, -0.04399622604250908, -0.01958353817462921, 0.03913428634405136, -0.01628025248646736, -0.027565786615014076, -0.020941486582159996, -0.007509523071348667, -0.062294043600559235, -0.031933676451444626, -0.024010634049773216, 0.020225411280989647, 0.05277905985713005, -0.009168270975351334, 0.0367947593331337, -0.019245445728302002, -0.022112397477030754, -0.019548583775758743, 0.014131995849311352, -0.04477277770638466, 0.019828109070658684, 0.013738276436924934, -0.009033138863742352, -0.011473947204649448, -0.013441813178360462, 0.046548690646886826, 0.01788746938109398, 0.009286761283874512, -0.017607273533940315, 0.018971428275108337, 0.03327063471078873, 0.048265207558870316, -0.009923827834427357, 0.004738794639706612, -0.011677674949169159, -0.033116232603788376, -0.005670817103236914, -0.03270622715353966, -0.03366702049970627, 0.013527866452932358, 0.03773564100265503, -0.038050953298807144, -0.06806355714797974, 0.05113111063838005, 0.02145129255950451, 0.03170498460531235, 0.013821419328451157, -0.009129805490374565, -0.019195426255464554, -0.024646708741784096, 0.051659416407346725, 0.05608382448554039, -0.06123606115579605, 0.0018971026875078678, -0.0019817964639514685, 0.013464760966598988, 0.012305540032684803, 0.015660757198929787, -0.05036187916994095, -0.03705089911818504, -0.02256918139755726, -0.018433192744851112, -0.03423323109745979, -0.012191365472972393, -0.03126531466841698, 0.018047360703349113, -0.006254197098314762, -0.040153875946998596, -0.021360499784350395, -0.020148156210780144, -0.004047160968184471, -0.01754339225590229, 0.0011110299965366721, -0.03278002142906189, -0.012525382451713085, 0.01899760216474533, -0.032855287194252014, 0.015915721654891968, -0.02245623618364334, 0.025235706940293312, 0.03313549607992172, -0.034487441182136536, -0.040033649653196335, -0.022667156532406807, 0.0036266131792217493, -0.0014006518758833408, 0.02524685114622116, -0.012845628894865513, -0.035992465913295746, -0.03631275147199631, -0.009511461481451988, -0.031269386410713196, 0.007226820103824139, -0.015661872923374176, -0.017591973766684532, 0.048878226429224014, 0.05898642912507057, 0.046354055404663086, 0.04413314163684845, -0.0003977728192694485, -0.0043879346922039986, 0.04918272793292999, -0.0865902379155159, -0.01026652380824089, -0.03280007466673851, -0.06398582458496094, 0.013859529979526997, -0.005878045689314604, 0.02355755865573883, -0.028060216456651688, 0.028211621567606926, 0.013856456615030766, 0.017858067527413368, 0.04917712137103081, -0.0085733188316226, 0.044445592910051346, -0.05204102024435997, 0.0007635756628587842, -0.0772869661450386, 0.010993734933435917, 0.049900416284799576, -0.007333740126341581, -0.006954788230359554, -0.011280651204288006, -0.018774446099996567, 0.04145897179841995, -0.042089372873306274, -0.01553133875131607, 0.05380367860198021, 0.0017129224725067616, -0.021996792405843735, 0.014667344279587269, -0.06210867688059807, 0.04070271924138069, 0.030299106612801552, -0.029194289818406105, -0.03310186788439751, -0.0037891597021371126, 0.04035172238945961, 0.017717134207487106, 0.010682264342904091, -0.05022915080189705, 0.00018125344649888575, 0.050245825201272964, 0.016122162342071533, 0.01015585009008646, 0.047489654272794724, -0.02460131235420704, 0.028919901698827744, 0.04998202994465828, 0.019543418660759926, -0.019270550459623337, 0.0025622902903705835, -0.007172465790063143, -0.05124860629439354, 0.023694895207881927, 0.015108563005924225, -0.051740970462560654, -0.03748190402984619, 0.06237117201089859, 0.03538065776228905, -0.019586559385061264, -0.031828708946704865, -0.009151909500360489, -0.06377767026424408, -0.017947128042578697, -0.01916130632162094, -0.0063677458092570305, -0.04553750157356262, 0.056847866624593735, 0.011273792944848537, -0.007904690690338612, 0.08420209586620331, 0.002371955895796418, -0.0037429281510412693, -0.018893685191869736, 0.06827010959386826, 0.07348227500915527, 0.043663326650857925, -0.01106200646609068, 0.061420638114213943, -0.02183462679386139, -0.03993929922580719, 0.034114960581064224, -0.00783967599272728, -0.012017219327390194, -0.04799675941467285, 0.0032814121805131435, 0.05790608376264572, 0.0027613819111138582, 0.05698070302605629, -0.03482893854379654, -0.0013309860369190574, -0.014935003593564034, 0.025713954120874405, 0.011332627385854721, 0.0813664123415947, -0.004028689116239548, 0.0006257889908738434, -0.001433099270798266, -0.025167275220155716, 0.02140020951628685, -0.06982845813035965, -0.013742659240961075, 0.03701339289546013, -0.017986176535487175, 0.019233599305152893, 0.007937125861644745, 0.027636626735329628, 0.06509783864021301, -0.03189706429839134, 0.013031193986535072, -0.020526623353362083, 0.045945994555950165, 0.0026263841427862644, -0.003744285088032484, -0.017317233607172966, -0.02124071680009365, 0.0004478795744944364, -0.007164051290601492, -0.0040648095309734344, -0.02979409135878086, -0.029613982886075974, 0.05018476024270058, -0.015495231375098228, -0.011750965379178524, 0.036828506737947464, 0.008810147643089294, -0.04292707145214081, -0.07212977856397629, -0.04263116419315338, -0.053182151168584824, -0.04702935367822647, -0.03232075646519661, 0.024788595736026764, 0.009129711426794529, -0.033522605895996094, -0.0051689897663891315, -0.026729511097073555, -0.020285606384277344, 0.04271728917956352, -0.03919919580221176, -0.029395105317234993, 0.022326303645968437, 0.0018230871064588428, 0.03787224367260933, 0.025123627856373787, 0.03555498272180557, 0.0011986902682110667, -0.008528272621333599, -0.040334902703762054, -0.01257292740046978, 0.02822868525981903, 0.0043755946680903435, 0.007000525016337633, -0.08065550774335861, 0.011938896030187607, 0.008256110362708569, 0.010400599800050259, -0.05185597017407417, 0.03663240000605583, -0.014167796820402145, -0.005916829686611891, 0.06555004417896271, -0.038196008652448654, 0.029380913823843002, -0.03895209729671478, 0.0034029970411211252, 0.012425893917679787, 0.00915195606648922, 0.032614320516586304, -0.026222221553325653, 0.07635118812322617, -0.01592852734029293, -0.02700357511639595, -0.04575999453663826, -0.014362499117851257, 0.0024463171139359474, -0.0018132677068933845, -0.011159207671880722, -0.04976204037666321, -0.04087701439857483, -0.05279982462525368, -0.012201893143355846, 0.008658458478748798, -0.010347758419811726, -0.028713615611195564, 0.035406433045864105, 0.015541745349764824, -0.06268725544214249, 0.04516680911183357, -0.04914013668894768, 0.03725850209593773, -0.02418331988155842, -0.022304287180304527, 0.017788397148251534, -0.008329914882779121, 0.0002626800851430744, -0.000048768404667498544, 0.039225224405527115, -0.049597445875406265, -0.014498624950647354, 0.013516701757907867, 0.0204390287399292, 0.01635700650513172, -0.0026875792536884546, -0.005096966400742531 ]
[ -0.11832837015390396, -0.0004935402539558709, -0.0065719871781766415, -0.029835490509867668, 0.026080261915922165, -0.024699337780475616, -0.007554149720817804, 0.03824404999613762, -0.018341567367315292, -0.03527238965034485, -0.01330765150487423, -0.005312587600201368, -0.004767982754856348, 0.012505811639130116, 0.07150862365961075, 0.007408109027892351, -0.0065269810147583485, -0.08709068596363068, 0.02558048628270626, 0.014550764113664627, 0.008751967921853065, -0.01405149232596159, -0.039851218461990356, -0.028525453060865402, 0.0038697486743330956, 0.03281280770897865, 0.04540279507637024, -0.05796442925930023, 0.0037192299496382475, -0.17823517322540283, 0.020309116691350937, -0.007474037818610668, 0.029215628281235695, -0.03638308122754097, 0.01327397022396326, 0.026801414787769318, 0.01028250902891159, 0.004520203452557325, -0.009189837612211704, 0.02015066146850586, 0.005678125657141209, 0.01767977699637413, -0.056789446622133255, -0.03184112533926964, 0.057892702519893646, -0.009615794755518436, 0.007105945143848658, -0.03906524181365967, 0.007820649072527885, 0.02989126555621624, -0.061223577708005905, -0.02450098656117916, 0.009394343942403793, -0.05697518587112427, -0.009779758751392365, 0.009618881158530712, 0.031322915107011795, 0.0861724317073822, 0.02018306776881218, 0.012200688011944294, 0.031107116490602493, -0.019932499155402184, -0.1257752776145935, 0.10827609151601791, 0.06478121131658554, 0.06721782684326172, -0.02506825514137745, -0.03977878391742706, -0.012200606986880302, 0.0866054892539978, -0.005013264715671539, -0.006931322626769543, -0.016760557889938354, 0.06849440932273865, 0.024277832359075546, 0.005212609190493822, 0.010099914856255054, 0.016848305240273476, 0.024832721799612045, -0.04926939681172371, -0.018076805397868156, -0.025997009128332138, -0.013725129887461662, -0.01819794438779354, -0.04170883819460869, -0.0014134962111711502, -0.007427650969475508, 0.0496150441467762, 0.044192612171173096, 0.03686188533902168, 0.05291653797030449, -0.018347688019275665, 0.040967125445604324, -0.019081156700849533, -0.08354049921035767, -0.02894183062016964, -0.0007928172126412392, 0.0131768099963665, -0.034795209765434265, 0.4566386640071869, -0.03974391147494316, -0.008350877091288567, 0.05584980174899101, 0.03277081623673439, -0.024380944669246674, 0.0012232310837134719, 0.027082128450274467, -0.04548120126128197, -0.007508901413530111, -0.03262937068939209, 0.020969895645976067, 0.0037337506655603647, 0.06919000297784805, -0.03513486310839653, 0.008485020138323307, 0.02658890187740326, 0.024000199511647224, 0.0019133746391162276, 0.0039711822755634785, 0.033272165805101395, -0.0028071668930351734, 0.01014411449432373, 0.01438590046018362, -0.026743492111563683, 0.01268744096159935, -0.03795872628688812, 0.03296820819377899, 0.05886920541524887, 0.01341981627047062, 0.015026415698230267, 0.05844579264521599, -0.05333617329597473, -0.05465361475944519, 0.009897669777274132, 0.018053395673632622, -0.0018152701668441296, 0.025282133370637894, -0.008458486758172512, 0.005610048305243254, 0.027245834469795227, 0.005646893754601479, -0.01162541750818491, 0.030680721625685692, 0.0020483380649238825, -0.020112546160817146, 0.08726321160793304, 0.016327574849128723, -0.026923496276140213, -0.006999123841524124, -0.04037224501371384, 0.024073846638202667, 0.029392482712864876, -0.006637880112975836, -0.058561209589242935, 0.03666255995631218, 0.008335924707353115, 0.07902545481920242, -0.008167003281414509, -0.06332797557115555, -0.006307227537035942, -0.005701025482267141, -0.010621846653521061, -0.03938362002372742, 0.026156874373555183, 0.049844563007354736, -0.10377458482980728, -0.010000591166317463, -0.010793828405439854, 0.048284538090229034, -0.07692794501781464, 0.0013218616368249059, 0.01211757492274046, -0.046955376863479614, -0.043003201484680176, 0.033849041908979416, -0.0489494688808918, -0.017417818307876587, 0.032736729830503464, 0.06589530408382416, 0.02603140100836754, 0.031044648960232735, -0.005948363337665796, -0.02860032394528389, 0.003907785750925541, -0.03101198375225067, -0.062102410942316055, -0.01731753908097744, -0.007972683757543564, -0.021294988691806793, -0.02063424326479435, -0.011273608542978764, -0.047736868262290955, -0.10055794566869736, 0.06621331721544266, -0.02985614538192749, -0.01805984228849411, 0.023707890883088112, -0.020651308819651604, 0.004039800260215998, -0.026925833895802498, -0.0021369701717048883, -0.006376697216182947, -0.036216851323843, 0.04159089922904968, -0.06165885180234909, 0.07736136764287949, 0.03792036324739456, -0.06579716503620148, 0.09134025126695633, 0.04767455533146858, -0.044620200991630554, -0.04950360953807831, 0.03377974033355713, 0.013191411271691322, -0.000941737147513777, -0.017865311354398727, 0.004439462907612324, 0.013677805662155151, -0.002291220473125577, 0.04358817636966705, -0.015543757006525993, 0.023097965866327286, 0.001132099307142198, -0.32142117619514465, -0.049188707023859024, -0.0369873009622097, -0.0009757194784469903, 0.006320595741271973, -0.05851095914840698, -0.014673756435513496, -0.02823595516383648, 0.0011373647721484303, -0.0009403513977304101, 0.08861920982599258, 0.0008263856288976967, 0.02883497066795826, -0.10653020441532135, 0.0046704597771167755, -0.015895552933216095, -0.04159596562385559, -0.0075292689725756645, -0.021770082414150238, 0.002023544395342469, -0.027098365128040314, 0.0016903700307011604, -0.02404528297483921, -0.07075688987970352, 0.001047238358296454, -0.046934403479099274, 0.11333240568637848, -0.007965563796460629, 0.11698181927204132, -0.02453492023050785, 0.023425236344337463, -0.004049020819365978, 0.04493870586156845, -0.10442722588777542, 0.002211466198787093, -0.014626900665462017, 0.0029028027784079313, -0.002944880397990346, 0.037119247019290924, -0.04496743157505989, -0.04806964471936226, 0.010217788629233837, -0.04628470912575722, -0.06007697433233261, -0.0614238977432251, -0.0024688139092177153, -0.03884772211313248, -0.01996544748544693, -0.042186710983514786, 0.0795356035232544, 0.02329850383102894, -0.017490210011601448, 0.004833305720239878, 0.011946568265557289, 0.002677875105291605, -0.03580651432275772, -0.05622464045882225, 0.024416696280241013, -0.004217242822051048, -0.008995781652629375, 0.035748470574617386, 0.05810484662652016, 0.03024568036198616, -0.04591042175889015, -0.004751745145767927, 0.03158097714185715, -0.012112481519579887, -0.026845062151551247, 0.05761576071381569, -0.02329530380666256, -0.025969840586185455, 0.11836205422878265, -0.0074154408648610115, -0.001125869806855917, 0.006659739185124636, 0.022972065955400467, -0.015768662095069885, 0.04287086799740791, 0.03491594269871712, 0.00483601214364171, 0.008952472358942032, -0.02174730971455574, 0.046348053961992264, -0.033417098224163055, -0.03130647540092468, 0.029199102893471718, -0.0423395037651062, -0.022689200937747955, 0.05785699933767319, 0.012517886236310005, -0.020512353628873825, 0.011761817149817944, -0.011754169128835201, -0.07134217768907547, 0.07921160012483597, -0.014472720213234425, -0.2276718020439148, -0.0065724728628993034, 0.06261908262968063, 0.051152653992176056, -0.036028385162353516, 0.02385680004954338, 0.048864588141441345, -0.060801342129707336, 0.008250191807746887, -0.00105746288318187, -0.0005316193564794958, 0.06597670912742615, -0.01072313915938139, -0.005924773868173361, 0.04597904160618782, -0.011827390640974045, 0.02423342503607273, 0.005241623613983393, -0.0012766264844685793, -0.00030866634915582836, 0.00009113909618463367, -0.009417282417416573, 0.15484312176704407, -0.001411170233041048, 0.02529333531856537, 0.017379505559802055, 0.016009721904993057, 0.02308848686516285, 0.0961347371339798, 0.012576872482895851, -0.014173016883432865, -0.00522964634001255, 0.01644931174814701, 0.00922322552651167, 0.03263520449399948, -0.10023481398820877, -0.04341188073158264, 0.05013015866279602, 0.020161231979727745, 0.00970679335296154, 0.02622002363204956, 0.007282234728336334, -0.004834424238651991, 0.0059688640758395195, 0.04478877782821655, 0.021128365769982338, -0.011603756807744503, -0.03247129172086716, -0.06858984380960464, -0.00529502984136343, -0.03985150158405304, -0.028607307001948357, 0.028531137853860855, -0.0049508181400597095, 0.011511159129440784, 0.07956284284591675, 0.02513911761343479, -0.012783900834619999, -0.006303341127932072, -0.0050642541609704494, -0.020984040573239326, -0.021186426281929016, 0.12105803191661835, 0.0373973473906517, 0.03956693783402443 ]
[ -0.03428496792912483, -0.007323410362005234, -0.019399944692850113, 0.02181733399629593, -0.0038135775830596685, 0.008358950726687908, 0.011806247755885124, 0.02260482870042324, 0.00043436314444988966, 0.0029023673851042986, -0.009085506200790405, 0.014763944782316685, 0.022058427333831787, -0.03421516716480255, 0.006261196918785572, -0.02234724350273609, -0.0020014611072838306, -0.017357544973492622, 0.02950185537338257, -0.016660815104842186, -0.011791390366852283, 0.020894555374979973, 0.009332277812063694, 0.0061722383834421635, -0.013731635175645351, 0.0021964567713439465, -0.017691325396299362, -0.005623618606477976, 0.011002966202795506, -0.12047082185745239, -0.021279392763972282, -0.01014009490609169, -0.03089437261223793, 0.001455160672776401, -0.0006050994270481169, 0.01084606721997261, 0.009063217788934708, 0.0024573388509452343, 0.01260695606470108, -0.016872847452759743, -0.004644034896045923, -0.04015637934207916, -0.013872570358216763, -0.0028595379553735256, -0.010820348747074604, -0.018897268921136856, 0.011132259853184223, -0.015401797369122505, -0.036616869270801544, -0.002844159258529544, -0.012049208395183086, 0.01080893911421299, -0.013196391053497791, 0.004983711056411266, -0.01118544302880764, -0.012657287530601025, 0.04367469623684883, -0.00914039183408022, -0.0027419975958764553, -0.0003528484085109085, 0.0010997721692547202, -0.0014968753093853593, -0.018553879112005234, -0.013402249664068222, -0.006005799397826195, 0.007688398938626051, -0.053059641271829605, 0.002858237363398075, -0.01700802892446518, 0.0033052084036171436, -0.010630860924720764, 0.03829716518521309, -0.00588991679251194, 0.00579816335812211, -0.002480271738022566, -0.015143693424761295, 0.008238089270889759, -0.03032703511416912, 0.015524143353104591, -0.0008093407959677279, -0.031295523047447205, 0.02347145788371563, 0.022880706936120987, 0.023486303165555, 0.01531822606921196, 0.024436593055725098, 0.034441299736499786, -0.002610865980386734, 0.02160598896443844, 0.035570114850997925, -0.01338167767971754, 0.04341715946793556, 0.0001805586798582226, 0.030580397695302963, -0.09365508705377579, -0.014049489982426167, -0.008831033483147621, -0.01973618194460869, 0.004759461153298616, 0.8664010167121887, -0.02362235262989998, 0.02348541095852852, 0.046206969767808914, 0.016784394159913063, 0.01854352280497551, -0.004614780656993389, 0.015265753492712975, -0.019150547683238983, 0.045811042189598083, -0.047807760536670685, 0.009569724090397358, 0.02538730949163437, 0.034402914345264435, -0.00042410052265040576, 0.008872609585523605, -0.000026286859792890027, 0.009270750917494297, -0.017580999061465263, 0.031956642866134644, 0.027671635150909424, 0.04079778864979744, 0.001798489480279386, -0.004635596182197332, 0.042379483580589294, 0.04687286540865898, -0.1595277190208435, -0.012486021965742111, -7.751569744467103e-33, 0.03182367607951164, -0.0044542294926941395, -0.01828496716916561, 0.015123343095183372, 0.012175921350717545, 0.006587998475879431, 0.04979485645890236, 0.0050650667399168015, -0.01251088734716177, -0.014460206031799316, -0.001694719074293971, -0.025790773332118988, -0.012435462325811386, -0.031775884330272675, 0.038103144615888596, 0.002392970258370042, -0.012528439052402973, 0.04757510498166084, 0.000882775173522532, 0.01685241051018238, 0.0435262992978096, 0.03219270706176758, 0.00212465669028461, -0.0024160691536962986, 0.0062704202719032764, 0.0022402836475521326, 0.012917906977236271, 0.04287046939134598, -0.00965837948024273, -0.03827987611293793, -0.021893776953220367, 0.025294369086623192, -0.030627362430095673, 0.00331353978253901, 0.027650650590658188, -0.04760437086224556, -0.00591734005138278, 0.0020514889620244503, -0.03908558934926987, -0.017051346600055695, -0.03240301460027695, 0.0016619767993688583, -0.04393847659230232, -0.043759748339653015, -0.004536376800388098, -0.019094672054052353, -0.027756953611969948, 0.006296485662460327, 0.009468373842537403, -0.008409031666815281, 0.03627842292189598, 0.025655053555965424, 0.021838685497641563, -0.016836706548929214, -0.015508792363107204, 0.008574710227549076, -0.03238147869706154, -0.0041570100001990795, 0.045240048319101334, 0.05936625599861145, 0.029358601197600365, -0.020958520472049713, -0.031792402267456055, 0.01841334067285061, -0.006606014911085367, -0.03190198168158531, 0.031030483543872833, -0.00949771236628294, 0.015910489484667778, -0.01876126602292061, -0.04436351731419563, -0.023007316514849663, -0.008331718854606152, -0.01217067800462246, 0.02069101296365261, -0.009943807497620583, 0.004288291092962027, -0.007968793623149395, -0.01137621607631445, 0.01347178965806961, 0.038995735347270966, -0.03177819028496742, -0.018720993772149086, -0.0541345477104187, 0.002161663956940174, -0.022540055215358734, -0.004077581223100424, -0.014262845739722252, 0.007233855780214071, 0.002601675223559141, 0.030303627252578735, -0.0024175699800252914, -0.013818005099892616, -0.015044007450342178, -0.023381432518363, 7.771409150373106e-33, -0.011298364959657192, -0.03014034777879715, -0.027133231982588768, 0.01217065379023552, 0.007232059724628925, 0.000060674163250951096, 0.016534171998500824, 0.014027622528374195, -0.038333166390657425, 0.04212872311472893, 0.007884572260081768, 0.000681864214129746, -0.057129111140966415, 0.03010767139494419, 0.030106309801340103, -0.0038832626305520535, 0.03810236230492592, -0.030458467081189156, 0.012880665250122547, -0.0023535052314400673, 0.01243993267416954, 0.007248098962008953, -0.0019090764690190554, 0.013799861073493958, 0.007076780777424574, 0.053435999900102615, -0.038214873522520065, 0.01997162215411663, 0.02132897637784481, 0.003498513950034976, -0.006951658986508846, 0.005474582314491272, 0.03798358887434006, 0.007572602946311235, -0.020398760214447975, 0.03009936772286892, -0.008705630898475647, -0.021776000037789345, 0.0329010970890522, 0.005493842996656895, 0.05686226114630699, -0.023287512362003326, 0.010800865478813648, 0.01698431745171547, -0.01309698261320591, 0.03798606991767883, -0.01817316934466362, -0.006914041470736265, -0.012664408423006535, 0.011524621397256851, 0.009781663306057453, -0.007223392836749554, 0.011782658286392689, -0.013876929879188538, 0.008302083238959312, -0.031158002093434334, -0.012345106340944767, -0.009966802783310413, -0.030784767121076584, 0.027403809130191803, 0.0026725884526968002, 0.008898680098354816, -0.009481603279709816, -0.0007716073887422681, -0.023548463359475136, -0.01838219352066517, -0.031429074704647064, -0.007110440172255039, -0.0014438071520999074, 0.013350285589694977, -0.03271375223994255, 0.013593435287475586, -0.0037466532085090876, 0.030003994703292847, 0.037681695073843, -0.04291536286473274, -0.004769814200699329, -0.01313808187842369, -0.024960100650787354, 0.019614312797784805, -0.004400189500302076, -0.00035886350087821484, 0.009202981367707253, -0.030169451609253883, -0.035100556910037994, 0.042454369366168976, -0.009100183844566345, 0.026339292526245117, 0.0029682584572583437, -0.030074577778577805, -0.020770657807588577, 0.018017668277025223, 0.006754599045962095, -0.008921252563595772, -0.00041204679291695356, -1.338350941182398e-8, -0.03712804242968559, 0.010959827341139317, -0.012229994870722294, 0.013169076293706894, 0.01216892246156931, 0.03189213573932648, -0.014185057953000069, 0.0014017317444086075, -0.007210300769656897, 0.016079869121313095, 0.016405539587140083, 0.005504238419234753, 0.0054475171491503716, 0.013020549900829792, -0.01335662230849266, -0.05910145863890648, -0.03727516159415245, -0.04163164645433426, 0.029315108433365822, 0.002470441395416856, 0.017448147758841515, 0.06349246203899384, -0.029968727380037308, 0.028651759028434753, 0.017577560618519783, 0.0007907020044513047, 0.009372425265610218, -0.07602886110544205, -0.00558015052229166, 0.018424078822135925, -0.0003845244355034083, -0.02378304861485958, -0.03612678125500679, 0.00020741236221510917, -0.03386687859892845, -0.015501686371862888, 0.014006191864609718, 0.00991718377918005, -0.0009627643157728016, -0.008012883365154266, 0.011675698682665825, -0.008245020173490047, 0.008198009803891182, -0.03390636667609215, -0.03332848474383354, 0.0017980234697461128, -0.021477630361914635, -0.010602817870676517, 0.011522959917783737, -0.05978678539395332, 0.009155693463981152, 0.004111733287572861, 0.0055465493351221085, 0.030667513608932495, -0.0012683303793892264, 0.021337363868951797, 0.027825389057397842, -0.03130537271499634, -0.02003813534975052, -0.001730677206069231, 0.031293924897909164, 0.02063404954969883, -0.007571763824671507, -0.03528595343232155 ]
i-dont-have-time-not-to-test
https://markhneedham.com/blog/2009/04/18/i-dont-have-time-not-to-test
false
2009-04-27 20:30:52
Coding: Weak/Strong APIs
[ "coding" ]
[ "Coding" ]
An interesting problem that I've come across a few times in the last couple of week centres around how strongly typed we should make the arguments to public methods on our objects. There seem to be benefits and drawbacks with each approach so I'm not sure which approach is better - it possibly depends on the context. When we have a strong API the idea is that we pass an object as the argument to a method on another object. To given an example, recently a colleague and I were working on a little application to compare two objects and show the differences between them. One of the decisions to be made was how to accumulate the differences. We created PropertyDifference and PropertyDifferences objects to do this, but the question became who should have the responsibility for creating the PropertyDifference. The choice was between having PropertyDifferences API look like this: [source,csharp] ---- public class PropertyDifferences { public void Add(PropertyDifference propertyDifference) { // code to add a difference } } ---- Or like this: [source,csharp] ---- public class PropertyDifferences { public void Add(string propertyName, object actualValue, object expectedValue) { var propertyDifference = new PropertyDifference(propertyName, actualValue, expectedValue) // code to add a difference } } ---- In the former the client (ObjectComparer) needs to create the PropertyDifference before passing it to PropertyDifferences whereas in the latter that responsibility for doing that rests with PropertyDifferences. I'm in favour of the former strong API approach which James Noble describes in his paper 'http://www.laputan.org/pub/patterns/noble/noble.pdf[Arguments and Results]' as the Arguments Object. What I like about this approach is that it simplifies the API of PropertyDifferences - we just have to pass in a PropertyDifference and then we don't need to worry about it. I also find it more expressive than having each of the arguments individually. However, while reading through http://www.amazon.co.uk/Object-Design-Responsibilities-Collaborations-Addison-Wesley/dp/0201379430/ref=sr_1_1?ie=UTF8&s=books&qid=1240826439&sr=8-1[Object Design] this morning I've started to see that there can be some benefits in the weak API approach as well. (from page 7 of the book) ____ As we conceive our design, we must constantly consider each object's value to its immediate neighbourhood. Does it provide a useful service? Is it easy to talk to? Is it a pest because it is constantly asking for help?\...The fewer demands an object makes, the easier it is to use. ____ By that logic PropertyDifferences is making itself more difficult to use by demanding that it gets sent a PropertyDifference since objects which use it now need to create that object. I suppose the other way of reading that could be that if PropertyDifferences demands that it gets three different arguments instead of one then that is more demanding. The other advantage I can see with the weak API is that we can reduce the places in the code where we new up a PropertyDifference. If we then decide to change the way that you create a PropertyDifference then we have less places to change. The down side is that we end up coupling PropertyDifferences and PropertyDifference which maybe isn't so bad since they are fairly closely related. I still favour having a stronger API on objects since I believe it makes objects more expressive and I currently consider that to be the most important thing when coding but weaker APIs certainly have their place too.
null
null
[ 0.016013512387871742, -0.014505961909890175, -0.0069581554271280766, 0.03586890175938606, 0.05070846900343895, 0.027352547273039818, 0.038986608386039734, -0.011618830263614655, -0.00283212517388165, -0.042236775159835815, 0.00022252539929468185, -0.006816860754042864, -0.080861896276474, 0.03160101920366287, -0.01573919504880905, 0.07847573608160019, 0.08438427746295929, -0.01285224873572588, 0.025300847366452217, 0.018284795805811882, 0.003568730317056179, 0.06976357847452164, -0.008941764943301678, 0.02744116634130478, 0.03200936317443848, 0.04135400429368019, 0.008692254312336445, 0.0009371732594445348, -0.049120206385850906, -0.04204076528549194, 0.014416350983083248, 0.01586058735847473, -0.013880949467420578, -0.02078203111886978, 0.008536425419151783, -0.02762420102953911, -0.01220125425606966, 0.0002586575865279883, 0.02128906175494194, 0.02249925583600998, -0.05319231376051903, 0.03750551864504814, -0.01611301116645336, -0.005548075772821903, -0.04391755908727646, -0.002705348189920187, -0.04188725724816322, -0.015330510213971138, -0.05207887664437294, -0.005812277551740408, -0.06583046168088913, 0.04819710925221443, -0.050251662731170654, 0.022544100880622864, 0.019103026017546654, 0.04230296611785889, -0.001681594643741846, -0.08634673804044724, 0.019849779084324837, -0.05125720798969269, 0.010644338093698025, -0.0006531582330353558, -0.003955094143748283, 0.014643915928900242, 0.02653256617486477, 0.002849717391654849, -0.02138834446668625, 0.043387312442064285, -0.03224942460656166, -0.016946740448474884, -0.015199794434010983, -0.01095516886562109, 0.006250589154660702, -0.01433537993580103, -0.017597373574972153, -0.030154766514897346, -0.014058864675462246, 0.05039634928107262, 0.015117979608476162, 0.032934632152318954, -0.002261518035084009, 0.008975056931376457, 0.0014199379365891218, 0.015293370932340622, 0.013423851691186428, -0.013617346063256264, -0.0038454404566437006, 0.016083868220448494, -0.029014384374022484, 0.05370587110519409, 0.025518424808979034, -0.02960883639752865, -0.010506655089557171, 0.023865345865488052, 0.011258679442107677, 0.00923459418118, 0.008164522238075733, -0.02085810899734497, -0.01473574060946703, 0.01696290262043476, -0.03431335464119911, -0.030258595943450928, 0.03152676671743393, 0.023950492963194847, -0.07518300414085388, -0.00946287252008915, -0.04547548666596413, -0.019500840455293655, -0.004247545264661312, 0.044018279761075974, -0.042571067810058594, 0.046604666858911514, -0.02919282764196396, 0.0018029744969680905, -0.04993685707449913, 0.03422399237751961, 0.03647604212164879, -0.010486639104783535, -0.0091771325096488, 0.04642718657851219, 0.04099881649017334, 0.01750955916941166, -0.010271785780787468, 0.07825765013694763, 0.007673381362110376, 0.02929137647151947, -0.029254278168082237, 0.06556679308414459, 0.00001766029527061619, -0.06436881422996521, -0.0034412271343171597, 0.0382939949631691, -0.015935450792312622, -0.019699808210134506, -0.013772450387477875, -0.025850245729088783, 0.0219675712287426, 0.0011035704519599676, 0.04747110605239868, 0.012722577899694443, -0.05149412900209427, -0.05010063946247101, 0.03357042372226715, -0.0026740077883005142, 0.00971742533147335, -0.017661234363913536, 0.01454633753746748, -0.028350260108709335, -0.01549361553043127, 0.049267783761024475, 0.04162456467747688, 0.07356435805559158, 0.06881944835186005, -0.035990193486213684, 0.009490777738392353, 0.07062885910272598, 0.01523272693157196, 0.031840212643146515, -0.007658984046429396, 0.02790224738419056, 0.03868218883872032, 0.040936365723609924, -0.001312196720391512, 0.022854918614029884, 0.006591278128325939, 0.013129670172929764, -0.010115629062056541, 0.05472811311483383, -0.017082812264561653, -0.0025539975613355637, -0.0651615560054779, -0.037999823689460754, 0.05045205354690552, -0.040293123573064804, 0.006446962244808674, 0.03479946404695511, 0.07858779281377792, 0.011110302060842514, 0.08664552867412567, 0.0013951187720522285, -0.07856465876102448, 0.024557748809456825, 0.0026748725213110447, -0.010410673916339874, 0.008006846532225609, 0.01663323864340782, 0.057066697627305984, 0.022647056728601456, 0.0006495132111012936, 0.04914563521742821, -0.04965326935052872, -0.05441197007894516, -0.026889581233263016, -0.017686152830719948, 0.0699717178940773, -0.015922607854008675, -0.014415211044251919, 0.0703449472784996, 0.028692353516817093, 0.051657259464263916, 0.038194477558135986, -0.029436292126774788, -0.0008033025078475475, -0.012539791874587536, -0.036697421222925186, 0.015584618784487247, 0.020505933091044426, 0.016842005774378777, -0.009060059674084187, 0.008754911832511425, -0.020488085225224495, -0.013615074567496777, 0.03337208926677704, -0.01514037698507309, 0.028774604201316833, -0.0013041513739153743, 0.0546596422791481, -0.050551705062389374, 0.051252782344818115, -0.08056527376174927, 0.009691634215414524, -0.01956954225897789, 0.007423532195389271, 0.02203863486647606, -0.010708724148571491, 0.11117471754550934, 0.055803366005420685, -0.04567168653011322, -0.035028837621212006, 0.021476902067661285, 0.011358465068042278, -0.014977018348872662, 0.014811312779784203, -0.02431313507258892, 0.011232039891183376, 0.005384773947298527, -0.0317823626101017, 0.0028990686405450106, 0.0225031990557909, -0.04260319098830223, 0.021559633314609528, 0.0759720578789711, -0.022268062457442284, 0.061225131154060364, -0.015732120722532272, -0.015435882844030857, 0.01941477321088314, -0.021602613851428032, -0.06638497859239578, 0.002516650129109621, -0.0024513290263712406, 0.0017274757847189903, 0.04627474024891853, -0.013819451443850994, -0.012418732978403568, -0.027037683874368668, -0.03651662543416023, 0.005375990644097328, 0.036472614854574203, 0.05510393902659416, -0.006651963107287884, 0.05836505815386772, -0.011310460045933723, 0.0026734545826911926, -0.0029990128241479397, -0.0596398264169693, 0.01968587376177311, 0.014684109948575497, 0.005370479077100754, 0.055053528398275375, 0.020039645954966545, 0.00502786273136735, 0.023403745144605637, -0.01183899212628603, -0.028414953500032425, -0.006755376700311899, 0.03944552689790726, -0.015485139563679695, -0.026858961209654808, -0.051206428557634354, -0.014353848993778229, 0.04696793854236603, -0.02401932328939438, -0.053813766688108444, 0.030663050711154938, -0.08176138997077942, 0.03756416589021683, -0.10205983370542526, -0.06044556200504303, 0.0027513778768479824, 0.024103622883558273, 0.03314423933625221, 0.008213753812015057, 0.029201945289969444, 0.09402579069137573, 0.023804474622011185, -0.0079293018206954, -0.010290934704244137, 0.005464625544846058, 0.02311420626938343, -0.005974314641207457, 0.005894624162465334, 0.03855988755822182, 0.003142212051898241, 0.009784441441297531, -0.0694633424282074, 0.028177345171570778, 0.007445409893989563, -0.2722703814506531, 0.02213025651872158, -0.009486809372901917, -0.03176193684339523, 0.021699348464608192, -0.017539260908961296, 0.0233231782913208, -0.04184373468160629, -0.00801448430866003, 0.04580895975232124, -0.015418242663145065, -0.07020854204893112, -0.022152554243803024, 0.05585208162665367, 0.008802988566458225, 0.0011247596703469753, 0.007732630707323551, -0.040545202791690826, -0.013984455727040768, 0.04785232990980148, -0.017731405794620514, -0.07905746251344681, 0.010404235683381557, 0.04664064571261406, 0.03734325245022774, 0.035797715187072754, -0.08617789298295975, 0.04106830433011055, -0.028570886701345444, -0.012334199622273445, 0.016588810831308365, 0.008415658958256245, 0.0015712991589680314, -0.020887549966573715, -0.007926431484520435, -0.020436318591237068, -0.0005021332181058824, 0.020931286737322807, -0.012920064851641655, 0.012766310945153236, -0.03033333458006382, -0.031591761857271194, -0.0322103351354599, 0.0036085997708141804, 0.06889263540506363, -0.020839843899011612, -0.05175638943910599, -0.010691549628973007, -0.07904626429080963, 0.07739215344190598, -0.030735205858945847, -0.03796147555112839, -0.005436029750853777, 0.021991489455103874, -0.019593054428696632, -0.02065345086157322, 0.01342298835515976, -0.017402561381459236, -0.047823041677474976, -0.03636865317821503, 0.0018636930035427213, -0.042540211230516434, -0.015691569074988365, -0.019811095669865608, -0.016599973663687706, -0.0632161796092987, -0.05532040446996689, -0.012977785430848598, 0.07155058532953262, 0.025548618286848068, -0.009680137038230896, 0.0019248456228524446, 0.017845753580331802, -0.12302978336811066, 0.01058904454112053, -0.05581309273838997, -0.012182130478322506, -0.048520278185606, -0.019298018887639046, 0.04891032353043556, -0.008830388076603413, -0.04037230461835861, 0.011840335093438625, 0.015995752066373825, 0.007088968064635992, 0.007696008309721947, 0.04323381185531616, -0.017396993935108185, -0.026099413633346558, 0.005253433715552092, 0.07148867845535278, -0.007757805287837982, -0.010259038768708706, -0.0377647690474987, 0.00022826339409220964, 0.023210423067212105, 0.042921267449855804, -0.029718784615397453, 0.008877523243427277, 0.024405090138316154, 0.03196495771408081, -0.07868796586990356, 0.016614142805337906, -0.030842561274766922, 0.0015392355853691697, -0.023215167224407196, -0.062156207859516144, 0.03370017558336258, 0.04023772478103638, -0.01196487620472908, -0.004340450745075941, -0.03278348967432976, 0.014026609249413013, -0.055373866111040115, -0.0379968024790287, -0.020988943055272102, -0.0013176619540899992, 0.04695931449532509, -0.030868427827954292, -0.02262280508875847, -0.044742170721292496, 0.025439126417040825, 0.0082935756072402, -0.02701195888221264, -0.07182049006223679, -0.02733994834125042, -0.0224958136677742, -0.01142127439379692, -0.007636978756636381, 0.029470738023519516, -0.015557575970888138, 0.020575813949108124, -0.015847092494368553, -0.022346992045640945, -0.007748179603368044, 0.011275975033640862, -0.0070854052901268005, -0.028021391481161118, -0.016109716147184372, -0.0294352937489748, 0.018903059884905815, -0.011365645565092564, 0.015329474583268166, 0.02980957366526127, 0.03934650495648384, 0.0012724961852654815, 0.02793392725288868, 0.014558977447450161, -0.010165134444832802, 0.015108512714505196, 0.029165389016270638, -0.07650554925203323, 0.027454514056444168, -0.035027261823415756, -0.04646002873778343, -0.06069624423980713, 0.010587458498775959, -0.02264835685491562, -0.03880642354488373, -0.046593181788921356, 0.03820232301950455, -0.03675612434744835, -0.05553698539733887, -0.02492673695087433, 0.00042755514732562006, 0.05318383499979973, -0.03592153638601303, 0.0353715680539608, -0.05056917294859886, -0.04113588482141495, 0.02723228745162487, -0.00003230590300518088, -0.02012806199491024, 0.016230570152401924, -0.007772417273372412, 0.002104062819853425, 0.0004582122783176601, 0.031433481723070145, 0.05317921191453934, 0.010424688458442688, 0.026897598057985306, -0.023315303027629852, 0.019685929641127586, -0.021251343190670013, 0.06535863876342773, 0.006463746540248394, 0.010423834435641766, -0.018273204565048218, -0.021141039207577705, -0.00031511462293565273, -0.049021460115909576, -0.017691751942038536, -0.003041650401428342, 0.04607180133461952, -0.0355597622692585, -0.06621617823839188, 0.037956997752189636, 0.010185967199504375, 0.005372417625039816, 0.01800236478447914, -0.005463188514113426, 0.027708187699317932, -0.02061540260910988, 0.030632365494966507, 0.03928973898291588, -0.05025763437151909, 0.03113638609647751, 0.009056982584297657, 0.0013522626832127571, 0.04231160506606102, 0.026017000898718834, -0.0321495346724987, -0.027273161336779594, -0.007765698246657848, 0.0070679932832717896, -0.04577156528830528, -0.026774641126394272, -0.015417697839438915, 0.016018744558095932, -0.003149737138301134, -0.003379333298653364, -0.02599812112748623, 0.012510322965681553, -0.02392340637743473, -0.026873257011175156, 0.026553284376859665, -0.04471537098288536, 0.01639682613313198, 0.05225871503353119, -0.03695337101817131, 0.039547134190797806, -0.01752592995762825, 0.02062135934829712, 0.03500983119010925, -0.01957464963197708, -0.030919702723622322, -0.05544257164001465, 0.003851809538900852, -0.0313054695725441, 0.056699782609939575, -0.004941296298056841, -0.035611867904663086, -0.025467438623309135, -0.026871945708990097, -0.028166048228740692, 0.00670037092640996, -0.020751990377902985, -0.005448225885629654, 0.013097069226205349, 0.04197263345122337, 0.0014564420562237501, 0.005054352805018425, -0.0007381302420981228, 0.00011697345325956121, 0.06270826607942581, -0.0608973428606987, -0.016839006915688515, -0.01801752671599388, -0.06971197575330734, 0.028298888355493546, 0.01932159997522831, 0.024307286366820335, -0.02886020578444004, 0.042812004685401917, 0.040751077234745026, 0.017270298674702644, 0.05797697976231575, -0.007151275407522917, 0.024774523451924324, -0.03607872501015663, 0.011738669127225876, -0.07960042357444763, 0.0364096537232399, 0.026739440858364105, 0.02603479102253914, -0.04329374060034752, -0.031140411272644997, -0.036767274141311646, 0.05425764247775078, -0.07836367934942245, -0.01629532314836979, 0.022074585780501366, 0.0034144213423132896, -0.007384731434285641, 0.017096994444727898, -0.05357600748538971, 0.028096653521060944, 0.02409650757908821, -0.04024393483996391, -0.033421944826841354, -0.010559732094407082, 0.04596289247274399, 0.019302809610962868, 0.02638944424688816, -0.036951418966054916, 0.020399851724505424, 0.07088970392942429, 0.009541056118905544, 0.012905517593026161, 0.05060739442706108, -0.04017110913991928, 0.049881305545568466, 0.023323385044932365, -0.002934648422524333, -0.007937424816191196, 0.012542648240923882, 0.010217368602752686, -0.0659278854727745, 0.016172809526324272, 0.032054267823696136, -0.050752826035022736, -0.06808977574110031, 0.060424938797950745, 0.003136330982670188, -0.02845652960240841, -0.06442541629076004, 0.02352343127131462, -0.018094178289175034, -0.00999118946492672, -0.011553008109331131, 0.0013368490617722273, -0.022884085774421692, 0.05548672378063202, 0.011442465707659721, 0.0019304398447275162, 0.07711467146873474, -0.01082219835370779, 0.008240838535130024, -0.021693715825676918, 0.0690351352095604, 0.06443338096141815, 0.07478292286396027, -0.025777149945497513, 0.058710865676403046, -0.011817318387329578, -0.04492690786719322, 0.020510338246822357, -0.025603072717785835, -0.020835435017943382, -0.020198896527290344, 0.025974664837121964, 0.06780543923377991, -0.0001466477260692045, 0.046847403049468994, -0.0590696819126606, -0.0196584053337574, -0.031964171677827835, 0.01497717946767807, 0.008753055706620216, 0.03852745518088341, 0.026951875537633896, 0.014718405902385712, 0.0058506568893790245, -0.040416598320007324, 0.012247889302670956, -0.0036073620431125164, -0.021328046917915344, 0.012915656901896, 0.0015655677998438478, 0.03621867299079895, 0.017977001145482063, 0.025559840723872185, 0.07363540679216385, -0.02886226214468479, -0.05051305145025253, 0.005866166669875383, 0.02636384218931198, 0.03327051177620888, -0.03054015152156353, 0.007739463821053505, -0.0169816967099905, 0.006454990245401859, -0.010072690434753895, -0.003231876064091921, -0.005805684719234705, -0.017753710970282555, 0.0780688002705574, -0.01884884387254715, 0.03933124989271164, 0.010629940778017044, 0.01777981035411358, -0.036813948303461075, -0.06539430469274521, -0.06120344251394272, -0.03874990716576576, -0.04314297065138817, -0.03095392882823944, 0.027276581153273582, -0.016624797135591507, -0.04929537698626518, -0.03548381105065346, -0.0013575974153354764, -0.0019205027492716908, 0.07728856801986694, -0.031192567199468613, -0.04197340086102486, 0.03316913917660713, 0.02954249456524849, 0.038201313465833664, 0.0333743542432785, 0.02817072533071041, -0.011487670242786407, 0.0020579351112246513, -0.04230485484004021, -0.005004780367016792, 0.03274945169687271, 0.010101782158017159, 0.005924345459789038, -0.07026416808366776, 0.02675791271030903, -0.011964044533669949, -0.028590183705091476, -0.06847783178091049, 0.006219398695975542, 0.02617214433848858, -0.016543064266443253, 0.0712515339255333, 0.00007179152453318238, -0.019717629998922348, -0.020832005888223648, -0.0022204560227692127, 0.012280180118978024, 0.03571803495287895, 0.028637507930397987, -0.015139414928853512, 0.07086186856031418, 0.028176767751574516, -0.05493348464369774, -0.033624496310949326, -0.017672907561063766, -0.009861074388027191, 0.021782347932457924, -0.03543226420879364, -0.02233332209289074, -0.03656187281012535, -0.0632641464471817, -0.019489223137497902, 0.017028793692588806, -0.0527648851275444, -0.0328546017408371, 0.014215247705578804, 0.03263462334871292, -0.04034992307424545, 0.03258827328681946, -0.044680651277303696, 0.05702073499560356, -0.010704721324145794, 0.009915756992995739, 0.002227528253570199, 0.020708980038762093, -0.009423705749213696, 0.006331521086394787, 0.03227050229907036, -0.02067580632865429, -0.03823833540081978, -0.0106865419074893, 0.026767870411276817, 0.03192872181534767, -0.022711453959345818, 0.0025577025953680277 ]
[ -0.08752989023923874, -0.003028756007552147, -0.04790494963526726, -0.047754183411598206, 0.032742757350206375, -0.03764742985367775, 0.05370570719242096, 0.007255383767187595, 0.025490237399935722, 0.0012836613459512591, -0.04129107668995857, -0.037032634019851685, -0.010939251631498337, -0.013387606479227543, 0.07814110815525055, -0.0085224574431777, -0.023499326780438423, -0.031532883644104004, -0.011139444075524807, 0.05371793732047081, 0.05398394912481308, 0.0016588816652074456, -0.035700637847185135, -0.06104384362697601, 0.02452891878783703, 0.028415123000741005, 0.010641730390489101, -0.01225472241640091, 0.039260588586330414, -0.21222522854804993, 0.0002960110723506659, -0.00008644320769235492, 0.016433121636509895, -0.049144890159368515, -0.005392245948314667, 0.006751899141818285, 0.030582236126065254, 0.031121667474508286, -0.005497328471392393, 0.043371569365262985, 0.038210004568099976, 0.031808387488126755, -0.022403515875339508, -0.036602914333343506, 0.029309172183275223, 0.016936101019382477, 0.020057957619428635, -0.021649176254868507, -0.04144210368394852, 0.012840250506997108, -0.040223173797130585, -0.017743874341249466, -0.0031400348525494337, -0.021308641880750656, -0.01003626361489296, 0.031185418367385864, 0.042015112936496735, 0.09937920421361923, 0.023171821609139442, 0.0034662452526390553, 0.01837930642068386, -0.042364612221717834, -0.13454569876194, 0.12408485263586044, 0.03529328480362892, 0.0527106337249279, 0.004211299121379852, -0.01775161176919937, 0.007496177684515715, 0.05848288908600807, 0.029362918809056282, -0.00210310285910964, -0.018629608675837517, 0.054800380021333694, 0.020683374255895615, -0.0329274907708168, 0.005868112202733755, 0.004107867367565632, 0.06268426030874252, -0.054380469024181366, -0.06319238990545273, -0.030249811708927155, 0.010111487470567226, -0.006977084092795849, -0.020541749894618988, 0.022699449211359024, 0.01184009574353695, -0.0015660225180909038, 0.07887444645166397, 0.03197823837399483, 0.03195863217115402, -0.039030369371175766, 0.03799053281545639, 0.02421729452908039, -0.05333458259701729, 0.023935850709676743, -0.01483249943703413, -0.016302766278386116, -0.016581052914261818, 0.42506518959999084, -0.029723821207880974, -0.03876052424311638, 0.009353742003440857, 0.02903904765844345, -0.0035908198915421963, -0.013156427070498466, -0.0030632445123046637, -0.08386766165494919, -0.003840408055111766, -0.04391725733876228, 0.020522797480225563, 0.018015101552009583, 0.011678139679133892, -0.036925677210092545, -0.026637744158506393, 0.00673280842602253, 0.029710687696933746, 0.008708280511200428, -0.011168356984853745, 0.0009310609893873334, -0.0034824491012841463, -0.007540169637650251, 0.0016347415512427688, 0.04572904855012894, -0.008152260445058346, -0.045966606587171555, 0.02262105420231819, 0.05311189964413643, 0.04099239781498909, 0.00634548207744956, 0.026671327650547028, -0.04820967838168144, -0.09487664699554443, -0.0289775338023901, 0.04205158352851868, 0.01774366945028305, 0.03453124687075615, -0.024319132789969444, 0.014720333740115166, 0.019629115238785744, -0.0030922957230359316, -0.0030327027197927237, -0.009482743218541145, -0.024678723886609077, -0.02391779236495495, 0.1318197399377823, -0.02369571477174759, -0.0021082358434796333, -0.026101170107722282, -0.021761449053883553, -0.0027178344316780567, 0.03610572591423988, -0.04373887926340103, -0.0533200241625309, 0.011587783694267273, 0.018764685839414597, 0.03925749659538269, -0.008538200519979, -0.01161784678697586, -0.028867268934845924, -0.011261630803346634, 0.022465871647000313, -0.03777126595377922, 0.01419916097074747, 0.0065520633943378925, -0.09249389171600342, -0.030426762998104095, -0.025933073833584785, -0.01660057343542576, -0.06836621463298798, -0.01291782595217228, 0.03624039888381958, -0.01832416094839573, 0.0041196015663445, 0.05995898321270943, 0.007170357275754213, -0.03878474608063698, -0.0073997024446725845, 0.04099292680621147, 0.03296046331524849, 0.0023846172261983156, 0.02268427051603794, -0.06715287268161774, 0.0020465438719838858, -0.016103949397802353, -0.08375357836484909, -0.05651656165719032, -0.012427696958184242, -0.052572790533304214, 0.007409634068608284, 0.005149150267243385, -0.042500462383031845, -0.08821584284305573, 0.08499051630496979, -0.04318132996559143, 0.014935408718883991, 0.03746132180094719, 0.0006996616721153259, 0.013475402258336544, 0.033205870538949966, 0.015938185155391693, 0.06279920786619186, 0.0026723803021013737, 0.028068099170923233, -0.04624269902706146, 0.03737984597682953, 0.055116958916187286, -0.03864793851971626, 0.04423278942704201, 0.038007382303476334, -0.05695652589201927, -0.02619546838104725, -0.025792554020881653, 0.046026282012462616, -0.020144812762737274, -0.0216191578656435, 0.012090313248336315, 0.03066759556531906, 0.011177998036146164, 0.007306259591132402, -0.07416489720344543, -0.04720074310898781, 0.015451980754733086, -0.34534433484077454, -0.059882454574108124, -0.02388228289783001, -0.045382943004369736, 0.02464241161942482, -0.06644362956285477, 0.02924620732665062, -0.012135213240981102, -0.06847017258405685, 0.003340453375130892, 0.06983441859483719, -0.04663999006152153, 0.0023292158730328083, -0.03919265419244766, 0.00401657959446311, 0.05430172011256218, -0.05193733423948288, -0.0681011900305748, -0.07024748623371124, 0.021762017160654068, -0.04309025779366493, 0.02126622572541237, -0.01937813125550747, -0.056762032210826874, 0.04201705753803253, -0.043906182050704956, 0.06359019130468369, -0.02586079016327858, 0.12237082421779633, -0.019652238115668297, 0.03867547586560249, -0.0195310078561306, -0.013657456263899803, -0.10922576487064362, -0.0017011890886351466, -0.01886994205415249, -0.03040172904729843, 0.0014192834496498108, 0.03507819026708603, -0.017405619844794273, -0.009898005053400993, 0.01460366602987051, -0.03880499303340912, -0.013723223470151424, -0.0018871503416448832, 0.010859254747629166, -0.0040810126811265945, -0.03229007124900818, -0.0014401659136638045, 0.09440846741199493, 0.003384788054972887, 0.023606708273291588, 0.02627692185342312, 0.022659551352262497, -0.041191525757312775, -0.01379358395934105, -0.05198630318045616, -0.01200931891798973, 0.023328470066189766, 0.031333111226558685, 0.01975916512310505, 0.03373110666871071, 0.022052742540836334, -0.02144540473818779, 0.003057813039049506, -0.005679191090166569, -0.00660863658413291, -0.025356333702802658, 0.008786559104919434, -0.029387913644313812, -0.02935042232275009, 0.10131841152906418, -0.035610489547252655, -0.016399525105953217, 0.031054789200425148, 0.076534204185009, 0.0127189252525568, 0.041755180805921555, 0.01619502156972885, -0.0010534283937886357, 0.0067358678206801414, 0.03212999179959297, 0.02212986908853054, -0.018030745908617973, 0.02019762434065342, 0.01192468125373125, -0.017030157148838043, 0.0010462505742907524, 0.002551324898377061, -0.04302702099084854, -0.013588904403150082, 0.0004170066968072206, -0.030157221481204033, -0.044638603925704956, 0.029460864141583443, -0.0036930646747350693, -0.253143310546875, 0.010723302140831947, 0.0984891802072525, 0.05264100432395935, -0.0158243365585804, 0.05716783553361893, 0.014562287367880344, -0.07935651391744614, -0.01185429934412241, 0.005609623622149229, 0.02443273924291134, 0.044211260974407196, 0.037317678332328796, 0.020096395164728165, 0.02538873814046383, -0.02272084541618824, 0.06205778568983078, 0.014624149538576603, 0.04213486984372139, -0.0010122560197487473, 0.019532987847924232, 0.011028088629245758, 0.17780181765556335, -0.0038086166605353355, 0.05672353506088257, 0.0010794867994263768, 0.0320134311914444, 0.04374871775507927, 0.05865580961108208, -0.0015386444283649325, 0.004130929242819548, -0.015614727512001991, 0.07820447534322739, 0.0108622582629323, 0.03892667219042778, -0.08368320763111115, 0.011243026703596115, -0.007670908700674772, 0.0102819399908185, -0.009489273652434349, 0.017695924267172813, 0.0013460014015436172, -0.034590527415275574, 0.005589945241808891, 0.0698673352599144, 0.03815301135182381, -0.039272457361221313, -0.03134233504533768, -0.04617027938365936, -0.010637685656547546, -0.05782478302717209, -0.0417308546602726, -0.011966455727815628, -0.016218729317188263, 0.009634340181946754, 0.017777850851416588, 0.01623447798192501, 0.007856125943362713, -0.029933426529169083, 0.030810294672846794, 0.012942963279783726, 0.019757922738790512, 0.06904887408018112, 0.05945906415581703, 0.04661568999290466 ]
[ 0.00442960811778903, 0.021067989990115166, 0.0036766338162124157, -0.0005689624231308699, -0.030370647087693214, 0.004007328301668167, 0.006347027141600847, 0.02743220143020153, 0.01232992298901081, 0.02652532234787941, -0.05684489384293556, -0.012455763295292854, -0.007883789949119091, -0.019359620288014412, 0.03628826141357422, -0.007125639822334051, 0.017508424818515778, -0.030024105682969093, 0.011560022830963135, 0.028176745399832726, 0.013390053063631058, 0.027262473478913307, -0.014645237475633621, -0.046093009412288666, -0.011927585117518902, 0.023008054122328758, 0.007078621070832014, -0.04626234248280525, 0.02539850026369095, -0.1240122988820076, -0.03233014792203903, -0.03811296448111534, 0.00004879682091996074, -0.009246285073459148, -0.030695367604494095, -0.013901138678193092, 0.025924937799572945, 0.03171224892139435, 0.020377371460199356, 0.004087694454938173, 0.015079219825565815, 0.0057194652035832405, -0.0010246110614389181, -0.019575679674744606, -0.002536760177463293, -0.0021347131114453077, 0.02156633883714676, -0.038307543843984604, -0.019222494214773178, -0.016766250133514404, -0.01404086034744978, -0.008859910070896149, -0.023405494168400764, -0.005561749916523695, 0.010174388997256756, -0.016457419842481613, 0.0025109301786869764, 0.0365309864282608, -0.009783819317817688, -0.026375669986009598, -0.014407717622816563, -0.02024567686021328, -0.012981117703020573, -0.030813703313469887, 0.03912445157766342, -0.0023130865301936865, 0.012668727897107601, 0.01890900917351246, 0.02473754994571209, 0.0005941168055869639, -0.020823167636990547, 0.01754935458302498, -0.0028833579272031784, -0.03128339722752571, 0.027198178693652153, 0.007263190113008022, 0.02388155646622181, 0.00250393059104681, 0.03240714967250824, -0.06626127660274506, -0.03876981511712074, 0.016271114349365234, -0.0248570516705513, 0.01323186606168747, 0.026988865807652473, 0.013701707124710083, -0.022144779562950134, -0.012796660885214806, -0.012817014940083027, 0.01695050112903118, -0.029419932514429092, 0.029428506270051003, 0.01592710055410862, 0.01618383079767227, -0.08021103590726852, -0.005044374614953995, 0.01164261531084776, -0.0334753580391407, -0.0003358048852533102, 0.8621121048927307, -0.0024863146245479584, 0.06594713032245636, 0.03191794082522392, 0.01771295629441738, 0.012944133020937443, -0.01461958047002554, -0.03851857781410217, 0.0015771075850352645, 0.025619881227612495, -0.03069329634308815, 0.01690717414021492, 0.00986049510538578, 0.004553896840661764, 0.0308636836707592, 0.01343603152781725, -0.002588401548564434, -0.004232564941048622, -0.01168821007013321, 0.012370546348392963, -0.024235298857092857, -0.00011837285273941234, -0.0425879992544651, -0.010422094725072384, -0.02321547269821167, 0.00594300264492631, -0.17863279581069946, 0.03170682489871979, -8.35186973017709e-33, 0.01653510145843029, -0.011223078705370426, 0.04087039455771446, 0.017227396368980408, 0.006421180907636881, 0.0041199298575520515, 0.031193988397717476, 0.035667501389980316, 0.02364090271294117, -0.03792811557650566, 0.011273467913269997, -0.04237012192606926, -0.012209569104015827, -0.019233211874961853, 0.028774458914995193, -0.0035827273968607187, -0.027898041531443596, 0.023173363879323006, -0.0022852281108498573, 0.02721012569963932, 0.023857727646827698, 0.04448915645480156, 0.00973655004054308, 0.0005558828124776483, -0.020941393449902534, -0.0028806717600673437, 0.01750045455992222, 0.014050832949578762, -0.007627576123923063, -0.04386993125081062, 0.0018874758388847113, 0.0499676875770092, 0.0011270424583926797, -0.022883489727973938, 0.021846814081072807, -0.045111943036317825, -0.012233161367475986, 0.00939176045358181, 0.015833023935556412, -0.04028553143143654, -0.040321581065654755, -0.019534334540367126, -0.026725608855485916, 0.040963314473629, -0.043402332812547684, -0.028171872720122337, -0.008448507636785507, -0.012707964517176151, 0.023013336583971977, 0.01341922115534544, -0.01641463302075863, 0.03155325725674629, -0.0014376600738614798, 0.0199869554489851, -0.013921824283897877, 0.0016234532231464982, -0.004601846914738417, 0.01283257920295, 0.009393565356731415, 0.0004529354628175497, 0.013686157763004303, 0.007654076442122459, -0.0017345749074593186, -0.000967106781899929, -0.02581986039876938, 0.012293010950088501, 0.013916928321123123, 0.0008099976112134755, 0.026130912825465202, -0.026602033525705338, -0.02591731771826744, 0.02609863318502903, -0.027777286246418953, -0.0184626542031765, 0.02983696758747101, -0.009678974747657776, 0.00803244486451149, 0.0234508216381073, -0.012559883296489716, 0.0109098544344306, 0.005379905458539724, 0.042858850210905075, 0.0175938680768013, -0.012467728927731514, 0.0011947320308536291, -0.0007820554892532527, 0.023034213110804558, -0.011117490008473396, 0.025860175490379333, -0.0021115560084581375, 0.026401247829198837, 0.02419489249587059, -0.0064195129089057446, -0.02739841677248478, -0.02445739321410656, 8.577767418310486e-33, -0.0014396606711670756, -0.030841322615742683, -0.026147300377488136, 0.018936719745397568, -0.030569741502404213, -0.02420751377940178, -0.014361800625920296, 0.0038440099451690912, -0.04780582711100578, 0.012106156907975674, -0.018696274608373642, 0.03764762356877327, 0.0020558203104883432, 0.02212241105735302, 0.017575200647115707, -0.04041003808379173, 0.01745687611401081, -0.05032627657055855, 0.040802665054798126, -0.025511901825666428, 0.02908926270902157, -0.01358130294829607, 0.03370871767401695, -0.011581881903111935, -0.06033293157815933, 0.03715215623378754, -0.050465915352106094, 0.010146304033696651, -0.0010177280055359006, -0.018008621409535408, -0.01383156143128872, 0.014688743278384209, 0.014204937033355236, -0.04427128657698631, -0.06358755379915237, 0.006433372851461172, 0.021095599979162216, -0.019212497398257256, -0.008828246966004372, 0.0021596320439130068, -0.013154597952961922, -0.04218986630439758, 0.028313927352428436, 0.007727355696260929, 0.029776668176054955, -0.00794935505837202, -0.007029511965811253, -0.013645609840750694, -0.016905013471841812, 0.05401460826396942, 0.033421747386455536, 0.018513351678848267, -0.007284711580723524, 0.02214857190847397, 0.008459928445518017, -0.0014262120239436626, 0.012889323756098747, 0.006411043927073479, 0.007545274682343006, 0.019801553338766098, -0.014515722170472145, 0.015349275432527065, -0.031598955392837524, 0.00968958716839552, -0.025993995368480682, 0.013676815666258335, 0.003841838799417019, -0.02472149394452572, 0.03473462909460068, -0.03192688152194023, -0.011511235497891903, -0.01880483143031597, 0.013571682386100292, 0.02730065956711769, 0.025990193709731102, -0.025495482608675957, -0.004126712679862976, -0.010562175884842873, 0.018076876178383827, 0.0205604899674654, -0.0021246476098895073, -0.0028285959269851446, 0.05449652671813965, 0.015494736842811108, 0.01409392710775137, -0.007402605842798948, -0.025708219036459923, -0.03142673894762993, -0.010755966417491436, 0.008114817552268505, -0.04356653615832329, 0.02058321423828602, 0.005682940129190683, -0.0001328846119577065, 0.017438070848584175, -1.4120862701361148e-8, -0.022681253030896187, 0.03124668262898922, -0.010500293225049973, 0.030063074082136154, 0.011307435110211372, -0.015176493674516678, -0.02195269800722599, -0.0087355962023139, -0.012289568781852722, -0.019547075033187866, 0.026045430451631546, -0.029699573293328285, 0.008934570476412773, -0.002189269755035639, 0.016571706160902977, -0.03996086120605469, 0.006473299581557512, -0.02883172780275345, 0.006545559037476778, -0.00016619548841845244, -0.012647480703890324, 0.04057350382208824, 0.006269004195928574, 0.006060659419745207, 0.0384330153465271, -0.015675943344831467, 0.023156851530075073, -0.0640515610575676, -0.010396971367299557, -0.0105358911678195, -0.023107541725039482, -0.029672492295503616, 0.0002538883709348738, 0.019974669441580772, 0.005811756476759911, -0.019948910921812057, -0.008000541478395462, 0.031136387959122658, 0.006302887573838234, 0.021165745332837105, 0.014773745089769363, -0.009918026626110077, -0.0033193030394613743, -0.00512296287342906, 0.031082825735211372, 0.00483078695833683, 0.008627062663435936, 0.022643359377980232, 0.010684525594115257, -0.0061440495774149895, -0.002390105277299881, -0.0018705249531194568, 0.00539171090349555, 0.006426055449992418, -0.00222623348236084, -0.013277342543005943, -0.01295744813978672, -0.009038789197802544, -0.0059888348914682865, 0.040703821927309036, 0.021960383281111717, 0.031791117042303085, -0.03908810764551163, -0.022819459438323975 ]
coding-weakstrong-apis
https://markhneedham.com/blog/2009/04/27/coding-weakstrong-apis
false
2009-04-16 18:20:50
Coding Dojo #12: F#
[ "coding-dojo", "f" ]
[ "Coding Dojo", "fsharp" ]
In our latest coding dojo we worked on trying to port some of the functionality of some http://bitbucket.org/codingdojosydney/to_fsharp/src/tip/Chaos/[C# 1.0 brain models], and in particular one around simulating http://en.wikipedia.org/wiki/Logistic_map[chaos behaviour], that http://www.twitter.com/davcamer[Dave] worked on at university. == The Format This was more of an experimental dojo since everyone was fairly new to F# so we didn't rotate the pair at the keyboard as frequently as possible. == What We Learnt * The aim of the session was to try and put some unit tests around the C# code and then try and replace that code with an F# version of it piece by piece. We created an F# project in the same solution as the C# one and then managed to hook up the C# and F# projects, referencing the C# one from the F# one, with some success although the references did seem to get slightly confused at times. The support from the IDE isn't really there yet so it can be a bit tricky at times. * We were using the http://codebetter.com/blogs/matthew.podwysocki/archive/2008/04/25/xunit-net-goes-1-0-and-unit-testing-f.aspx[XUnit.NET framework] to unit test our code - this seems like a useful framework for testing F# code since it doesn't require so much setup to get a simple test working. We can just annotate a function with the 'Fact' annotation and we're good to go. One thing to be careful about is to make sure that you are actually creating functions to be evaluated by the test runner and not having the tests evaluated immediately and therefore not being picked up by the runner. For a while I had written a test similar to this and it wasn't being picked up: ~~~text [+++<Fact>+++] let should_do_something = Assert.AreEqual(2,2) ~~~ The type of 'should_do_something" is 'unit' and as I understand it gets evaluated immediately. What we really want to do though is create a function (with type 'unit \-> unit') which can be evaluated later on: ~~~text [+++<Fact>+++] let should_do_something() = Assert.AreEqual(2,2) ~~~ The brackets are important, something that I hadn't appreciated. We were generally running the test by directly calling the test runner from the command line - we couldn't quite work out how to hook everything up inside Visual Studio.</li> I'm not sure if we went exactly to http://www.amazon.co.uk/Working-Effectively-Legacy-Robert-Martin/dp/0131177052/ref=sr_1_1?ie=UTF8&s=books&qid=1239830214&sr=8-1[the book] with our refactoring of the code to make it testable - the method on the class doing the work was private so we made it public - but it helped to get us moving. We were able to then replace this with an F# function while verifying that the output was still the same. As I mentioned on http://www.markhneedham.com/blog/2009/04/13/f-a-day-of-writing-a-little-twitter-application/[my post about the little twitter application I'm working on], I'm intrigued as to how we should structure code in F#. Apparently http://forum.codecall.net/programming-news/10523-object-oriented-f-creating-classes.html[the answer is as objects] but I'm interested how the design would differ from one done in a predominantly OO as opposed to functional language. </ul> == For next time * I'm really enjoying playing around with F# - it's definitely interesting learning a different approach to programming than I'm used to - so we might continue working on that next time around. If not then we need to find another game to model!+++</Fact>++++++</Fact>+++
null
null
[ 0.00958244688808918, -0.01947246491909027, -0.0018200956983491778, 0.05044017732143402, 0.07420805841684341, 0.012680667452514172, 0.027152536436915398, 0.04080909863114357, 0.013483850285410881, -0.03536894544959068, -0.010144182480871677, -0.005844359751790762, -0.07944168895483017, -0.0014651138335466385, -0.022990738973021507, 0.07338546216487885, 0.07883214205503464, -0.013044540770351887, 0.040245626121759415, -0.006655257195234299, 0.013779175467789173, 0.053378958255052567, -0.019724609330296516, 0.031826213002204895, 0.011929425410926342, 0.022187434136867523, 0.029979532584547997, -0.018767179921269417, -0.061630479991436005, -0.0326477475464344, 0.035779260098934174, 0.027273157611489296, 0.02696147933602333, -0.021526385098695755, -0.0058984761126339436, -0.0017412808956578374, -0.013662324286997318, 0.0398193895816803, 0.007311514113098383, 0.02852719835937023, -0.07274438440799713, 0.01335134357213974, 0.014990255236625671, 0.009342686273157597, -0.043779756873846054, 0.01982957310974598, -0.04247097671031952, -0.007143257651478052, -0.013485137373209, -0.017777251079678535, -0.05965036526322365, 0.037703484296798706, -0.003252947237342596, -0.0019205240532755852, -0.0037525356747210026, 0.05019153654575348, 0.023250795900821686, -0.062298472970724106, 0.03126094117760658, -0.05412410572171211, 0.007248254027217627, 0.0062768845818936825, 0.009122945368289948, 0.051313579082489014, 0.03853249177336693, -0.025721780955791473, -0.014058190397918224, 0.06573207676410675, -0.04084600508213043, -0.0023436807096004486, -0.0044281273148953915, 0.027761101722717285, -0.009204904548823833, -0.014610454440116882, 0.022837286815047264, -0.0552702471613884, -0.010472826659679413, 0.06454206258058548, 0.02284601703286171, 0.03919323533773422, -0.02871372550725937, 0.027769381180405617, 0.06496873497962952, 0.003958555869758129, -0.010514491237699986, -0.005480132065713406, -0.011611186899244785, 0.0012708051363006234, -0.04275697097182274, 0.07149932533502579, 0.016825539991259575, -0.047358639538288116, 0.02581346407532692, 0.023333808407187462, 0.011070187203586102, 0.033540669828653336, 0.0027071386575698853, 0.01672017015516758, 0.001568141276948154, 0.011000570841133595, -0.026813222095370293, -0.010082254186272621, 0.024454155936837196, 0.018668387085199356, -0.07127992063760757, -0.00812995620071888, 0.001711647491902113, -0.040130648761987686, 0.01834174431860447, 0.03795059770345688, -0.0595511794090271, 0.007141841109842062, -0.01344603206962347, -0.0013793745310977101, -0.0834086537361145, 0.042849693447351456, -0.003584807040169835, -0.013202275149524212, -0.023133713752031326, 0.03420763090252876, 0.058754608035087585, 0.027556287124753, -0.028551846742630005, 0.0790506899356842, 0.01428409107029438, 0.050682567059993744, -0.03654543682932854, 0.06243114545941353, -0.012177259661257267, -0.07611805945634842, -0.015763984993100166, 0.03288333863019943, -0.04018571972846985, 0.005909809842705727, 0.008299808949232101, -0.03317101672291756, -0.017837895080447197, 0.003489089896902442, 0.030005550011992455, 0.060120757669210434, -0.03035588748753071, -0.039945609867572784, 0.019833629950881004, -0.03356782719492912, 0.0032979040406644344, 0.024485401809215546, -0.031747397035360336, -0.03264082968235016, -0.021282849833369255, 0.024049978703260422, 0.019012026488780975, 0.0458047091960907, 0.035448621958494186, -0.04727613180875778, 0.0052441698499023914, 0.075881727039814, -0.007729348726570606, 0.007926078513264656, -0.011153094470500946, 0.02395225316286087, 0.018840566277503967, 0.03949865698814392, 0.01239779032766819, 0.048376165330410004, 0.008301932364702225, -0.010674916207790375, 0.021424297243356705, 0.03854164108633995, -0.03136580437421799, 0.012078053317964077, -0.057890892028808594, -0.03005072847008705, 0.05539378523826599, -0.04752969369292259, 0.00037004624027758837, 0.05711358040571213, 0.06919731944799423, -0.001079206238500774, 0.03217156603932381, 0.019551485776901245, -0.08014286309480667, 0.027204008772969246, 0.024786081165075302, -0.010623114183545113, -0.011000641621649265, -0.013326851651072502, 0.055001650005578995, 0.014794033952057362, 0.02313614822924137, 0.05856970325112343, -0.05080585554242134, -0.07553757727146149, -0.02990524098277092, -0.019649647176265717, 0.08058401942253113, -0.01931607536971569, -0.012670340947806835, 0.08261746913194656, 0.030482212081551552, 0.04212864488363266, 0.044480904936790466, -0.023495636880397797, 0.034559015184640884, -0.020901069045066833, -0.03699202835559845, 0.059307996183633804, 0.03587185963988304, -0.015811776742339134, -0.0464317761361599, -0.005058719776570797, -0.006296777632087469, 0.006845708005130291, 0.054243188351392746, -0.018401656299829483, 0.0476951077580452, 0.011721723712980747, 0.037886280566453934, -0.03701937198638916, 0.052539531141519547, -0.056360941380262375, 0.011905149556696415, -0.023023614659905434, -0.00781527254730463, -0.02916656620800495, -0.0004275135579518974, 0.12263572216033936, 0.08240775763988495, -0.04294586554169655, -0.04026951640844345, -0.007269588299095631, 0.005422426853328943, -0.046378351747989655, -0.02501603774726391, 0.011155284941196442, -0.0044976528733968735, -0.011761133559048176, -0.029177146032452583, -0.0066274357959628105, 0.0033314377069473267, -0.028475450351834297, 0.05358949303627014, 0.08643830567598343, -0.02040977217257023, 0.04254111647605896, -0.010179099626839161, -0.0395675003528595, 0.016942927613854408, -0.006111280992627144, -0.04060276225209236, 0.026599468663334846, 0.03461334481835365, -0.017256267368793488, 0.06692934036254883, -0.039745889604091644, -0.02905958704650402, -0.02761228196322918, -0.020849747583270073, 0.015558377839624882, 0.03284353390336037, 0.055919449776411057, 0.0037834711838513613, 0.04146929457783699, -0.039190564304590225, 0.008659699000418186, 0.02534228004515171, -0.04666724428534508, -0.023154787719249725, 0.0019084165105596185, 0.014874235726892948, 0.06317801773548126, -0.01294495165348053, 0.00841151736676693, 0.04590194672346115, -0.006805222947150469, -0.028666794300079346, -0.01762465387582779, 0.032047368586063385, 0.022779734805226326, -0.07049769908189774, -0.031625330448150635, -0.06066610664129257, 0.04692787677049637, -0.030982745811343193, -0.020521100610494614, 0.016190549358725548, -0.06779464334249496, 0.043608978390693665, -0.07374375313520432, -0.050468236207962036, 0.013064274564385414, 0.026920301839709282, 0.027676347643136978, -0.034221310168504715, 0.025441749021410942, 0.05731302499771118, 0.012298958376049995, 0.029816163703799248, -0.004108407534658909, -0.012832283042371273, 0.020601673051714897, -0.01934029534459114, 0.003028338076546788, 0.04173709452152252, 0.01254130620509386, 0.0012731477618217468, -0.059163931757211685, 0.016214897856116295, -0.006103092338889837, -0.2919871211051941, 0.04672332480549812, -0.013874315656721592, -0.033407337963581085, 0.03743905574083328, -0.007086195982992649, 0.01488547120243311, -0.04368598386645317, -0.018535137176513672, 0.035855088382959366, -0.04792202264070511, -0.03785449638962746, -0.043901629745960236, 0.04998382180929184, -0.019823303446173668, 0.006658576894551516, 0.005983263254165649, -0.03895217925310135, 0.010649274103343487, 0.05050132796168327, -0.025843771174550056, -0.05912187695503235, 0.006890659220516682, 0.05258680135011673, 0.030522719025611877, 0.047817230224609375, -0.10259523242712021, 0.03240744397044182, -0.019036294892430305, -0.004129286855459213, -0.006282151211053133, 0.009075905196368694, -0.007301114499568939, -0.029045401141047478, -0.02941199019551277, -0.01585492119193077, 0.006946957670152187, -0.00653459969907999, 0.00809018686413765, 0.008806632831692696, -0.0279927346855402, -0.043955206871032715, -0.02854185923933983, -0.017171766608953476, 0.0886758416891098, -0.0049027688801288605, -0.09224165976047516, -0.004189054016023874, -0.031127020716667175, 0.07164254039525986, -0.03725533187389374, -0.04889439418911934, -0.011706610210239887, 0.056951332837343216, 0.003996272571384907, -0.024746224284172058, 0.009365526959300041, -0.0036452896893024445, -0.03624625504016876, -0.04222020134329796, -0.020831814035773277, -0.05918313190340996, -0.031135445460677147, -0.06923894584178925, -0.00548198539763689, -0.07391143590211868, -0.041860535740852356, 0.008274855092167854, 0.07914327085018158, 0.012979261577129364, -0.035906367003917694, 0.003558799158781767, 0.0025061059277504683, -0.11153928935527802, -0.003937144298106432, -0.030696401372551918, -0.03750995174050331, -0.032506540417671204, 0.013488820753991604, 0.07520752400159836, -0.03334343805909157, -0.039533115923404694, 0.049071840941905975, 0.004206105135381222, -0.0013535552425310016, 0.010062077082693577, 0.03266385570168495, 0.006524044554680586, -0.009375357069075108, 0.006028182804584503, 0.0839012861251831, -0.0014157904079183936, 0.0036074225790798664, -0.058974191546440125, 0.047838080674409866, 0.02704913541674614, 0.045611608773469925, -0.012820154428482056, 0.014505596831440926, 0.021353287622332573, 0.03534110635519028, -0.052716538310050964, 0.02587268501520157, -0.04536301642656326, -0.00032524921698495746, -0.015447019599378109, -0.05522790551185608, 0.02508058212697506, 0.03083157166838646, 0.04260009527206421, -0.021671505644917488, -0.05151094123721123, 0.019680481404066086, -0.04251430556178093, -0.014901761896908283, -0.010773813351988792, 0.011401207186281681, 0.029216283932328224, -0.00837189331650734, 0.008736815303564072, -0.054899439215660095, 0.02114894427359104, 0.011521927081048489, -0.02261553704738617, -0.05640360340476036, -0.029942993074655533, -0.02198687009513378, -0.02087601087987423, 0.025092149153351784, 0.026738345623016357, 0.008062091656029224, 0.04461141675710678, -0.006356135942041874, -0.016818562522530556, 0.012557360343635082, -0.008846164681017399, 0.001175047131255269, -0.033133916556835175, -0.01056468952447176, -0.013783237896859646, -0.021620335057377815, 0.011755174957215786, 0.009650941006839275, 0.011740616522729397, 0.01083230972290039, 0.019814232364296913, 0.012634258717298508, 0.013804716989398003, -0.006848817225545645, 0.0004226138407830149, 0.018622910603880882, -0.08813513070344925, 0.029281655326485634, -0.036067210137844086, -0.03680666908621788, 0.008424599654972553, 0.03185269236564636, -0.01488514430820942, -0.0183530542999506, -0.06080888584256172, 0.028486335650086403, -0.03300441429018974, -0.024764390662312508, -0.031376663595438004, -0.0012623139191418886, 0.05894782394170761, -0.022727414965629578, 0.03653426095843315, -0.021124092862010002, -0.014048479497432709, 0.0028734758961945772, 0.03944796323776245, -0.03660738840699196, 0.02117707021534443, -0.014142163097858429, 0.006071934476494789, -0.0036378861404955387, 0.0026626663748174906, 0.05150109529495239, 0.017494231462478638, 0.011797565035521984, -0.014218605123460293, 0.002698357217013836, 0.009242180734872818, 0.040061481297016144, -0.006765023805201054, 0.01748690940439701, 0.005153479054570198, -0.019589615985751152, 0.00022587133571505547, -0.04029363766312599, -0.021339066326618195, -0.008085053414106369, 0.04194653406739235, -0.04503650218248367, -0.05595208331942558, 0.03894583880901337, 0.04197849705815315, -0.0012019947171211243, 0.010002709925174713, -0.003989880438894033, 0.015956372022628784, -0.03199051693081856, 0.02840798906981945, 0.059031929820775986, -0.05133692920207977, 0.016919191926717758, -0.0015549944946542382, 0.03774247318506241, 0.00024199184554163367, 0.0005403325194492936, -0.04838564619421959, -0.029346739873290062, -0.037333179265260696, -0.007120505906641483, -0.01886533945798874, -0.023297019302845, -0.03856657072901726, 0.009115222841501236, -0.007472628727555275, -0.031076546758413315, -0.010334976017475128, -0.007772485259920359, -0.030091775581240654, -0.007353294640779495, -0.0086912726983428, -0.03719019144773483, -0.006191823165863752, 0.023445073515176773, -0.04527264088392258, 0.010941886343061924, -0.024960074573755264, 0.026171501725912094, 0.010828229598701, -0.02844754420220852, -0.026082679629325867, -0.04131525382399559, 0.0023149438202381134, -0.014223290607333183, 0.028879594057798386, 0.004927554167807102, -0.012846470810472965, -0.012985248118638992, -0.008295671083033085, -0.021693779155611992, 0.002251126803457737, -0.0038980613462626934, -0.03324819356203079, 0.04223041981458664, 0.06496056169271469, 0.010036014951765537, 0.03408994898200035, -0.018182191997766495, -0.009958679787814617, 0.051256559789180756, -0.08361776918172836, -0.01505339052528143, -0.016002491116523743, -0.06726395338773727, -0.009082944132387638, -0.011311992071568966, 0.018129970878362656, -0.04456566274166107, 0.03808034211397171, 0.009158220142126083, 0.028716610744595528, 0.03294002637267113, -0.02155028097331524, 0.026341794058680534, -0.044412367045879364, -0.006002399139106274, -0.07344813644886017, 0.02778833545744419, 0.04591650888323784, 0.023074893280863762, -0.004206516779959202, 0.01649254932999611, -0.021922646090388298, 0.05791793763637543, -0.03543081134557724, -0.004962208215147257, 0.047666408121585846, 0.0017392374575138092, -0.02055627666413784, 0.01710682176053524, -0.05829804763197899, 0.03245554491877556, 0.02751457318663597, -0.03849387541413307, -0.03869732841849327, -0.010986910201609135, 0.05915657803416252, 0.00463565019890666, 0.001062472234480083, -0.024503545835614204, -0.007776071783155203, 0.046079620718955994, 0.011674883775413036, 0.002025533001869917, 0.03648581728339195, -0.023199163377285004, 0.042646631598472595, 0.025481555610895157, -0.0068601095117628574, -0.008994203060865402, -0.005303300451487303, -0.009093181230127811, -0.05431947112083435, 0.032558999955654144, 0.00411982461810112, -0.03969839960336685, -0.042260024696588516, 0.05381615087389946, 0.020813455805182457, -0.01889219880104065, -0.04289521276950836, -0.0066153137013316154, -0.061691537499427795, -0.008397506549954414, -0.011576379649341106, 0.02087525464594364, -0.02442966401576996, 0.06254824995994568, 0.018256530165672302, -0.02330704592168331, 0.05736897140741348, -0.029384136199951172, -0.006322834175080061, -0.005885883700102568, 0.06993936747312546, 0.05772718787193298, 0.03407784178853035, 0.002299270359799266, 0.06632015109062195, -0.023979539051651955, -0.056891437619924545, 0.011160047724843025, 0.012644622474908829, 0.009232324548065662, -0.02562798745930195, 0.018092181533575058, 0.07446101307868958, 0.023886535316705704, 0.058838967233896255, -0.0411776602268219, -0.005117220804095268, -0.028284916654229164, 0.013257568702101707, 0.003552468726411462, 0.039855800569057465, 0.013904656283557415, -0.010007097385823727, -0.0027828209567815065, -0.03838063403964043, 0.03416735306382179, -0.057317961007356644, -0.002803531475365162, 0.019778385758399963, 0.01356018427759409, 0.011926445178687572, -0.003002013312652707, 0.02414555847644806, 0.05454281345009804, -0.027997829020023346, 0.024401020258665085, -0.0010529352584853768, 0.01818043552339077, 0.01809946820139885, -0.024561360478401184, -0.03242877870798111, -0.0031745454762130976, 0.002585206413641572, -0.010757975280284882, -0.029031340032815933, -0.01228029653429985, -0.01054068747907877, 0.032945480197668076, -0.02068820595741272, 0.008322679437696934, 0.01735512726008892, -0.012845870107412338, -0.034592270851135254, -0.048889268189668655, -0.044205863028764725, -0.01855596899986267, -0.05896366015076637, -0.02865014038980007, 0.024863865226507187, -0.02276901714503765, -0.0274511706084013, -0.023946119472384453, -0.026059027761220932, -0.010155605152249336, 0.038077984005212784, -0.02205025590956211, -0.04199858382344246, 0.027708398178219795, -0.011165518313646317, 0.041475869715213776, 0.027438966557383537, 0.05745331943035126, -0.011674828827381134, 0.00555121386423707, -0.05104744806885719, -0.016432806849479675, 0.04331900179386139, 0.0038293206598609686, 0.0233735591173172, -0.07420962303876877, 0.018551120534539223, 0.016722826287150383, 0.015695199370384216, -0.05608685687184334, 0.03368370607495308, -0.0096224220469594, -0.02961922623217106, 0.06594628840684891, -0.04204021766781807, 0.002164960838854313, -0.04264496639370918, -0.021536344662308693, 0.021013399586081505, 0.015768611803650856, 0.03766276687383652, -0.02386886067688465, 0.07455809414386749, 0.012091795913875103, -0.024663802236318588, -0.03221062943339348, -0.017266055569052696, -0.00278551341034472, 0.01044945977628231, -0.004293434321880341, -0.059877827763557434, -0.047590188682079315, -0.056697867810726166, 0.003625593613833189, 0.004638897255063057, -0.009159237146377563, -0.03373054042458534, 0.022129308432340622, 0.02715899609029293, -0.08031182736158371, 0.02008446305990219, -0.02073485776782036, 0.03464541956782341, -0.013323523104190826, -0.010372551158070564, 0.02330232411623001, 0.01478978805243969, -0.012746961787343025, -0.013138719834387302, 0.04715791344642639, -0.04839858040213585, -0.014181292615830898, 0.020855093374848366, 0.012424778193235397, 0.038256965577602386, 0.001270259148441255, 0.0018154914723709226 ]
[ -0.13436008989810944, -0.005433861166238785, -0.01313100103288889, -0.027137337252497673, 0.04107680544257164, -0.023710059002041817, -0.008535698056221008, 0.02549460157752037, -0.007285997737199068, -0.03297768160700798, -0.010195356793701649, -0.029604893177747726, -0.016697080805897713, 0.02826552838087082, 0.09262381494045258, -0.0010371881071478128, -0.024326423183083534, -0.044274695217609406, -0.021189384162425995, 0.0239093117415905, 0.029708027839660645, -0.030789893120527267, -0.04879600554704666, -0.02396392449736595, 0.01149943470954895, 0.041684266179800034, 0.03632843866944313, -0.050082094967365265, 0.009264043532311916, -0.20266319811344147, 0.003272572299465537, 0.0006274735787883401, 0.042995043098926544, -0.02654913440346718, 0.004292861092835665, 0.028626790270209312, 0.007045809645205736, 0.016127290204167366, -0.012517604976892471, 0.04840011149644852, 0.004523227456957102, 0.030611688271164894, -0.05229450389742851, -0.010932394303381443, 0.049381617456674576, -0.028750354424118996, -0.0012404820881783962, -0.04115931689739227, -0.001602917560376227, 0.01930653117597103, -0.05059719458222389, -0.0433807373046875, -0.02494554966688156, -0.01220534835010767, 0.00712621258571744, 0.0034065810032188892, 0.04635825753211975, 0.04663601145148277, 0.025289054960012436, 0.035577576607465744, -0.008064073510468006, -0.03373386338353157, -0.12402408570051193, 0.07519254833459854, 0.03495180979371071, 0.04633648693561554, -0.009815642610192299, -0.04086986556649208, 0.006920395884662867, 0.0938507691025734, 0.01987825520336628, -0.03558919578790665, -0.014460306614637375, 0.05110033601522446, 0.012963378801941872, -0.01689811609685421, -0.0029674042016267776, 0.017760662361979485, 0.04648621007800102, -0.027029452845454216, -0.0514579676091671, -0.02447301335632801, 0.010799011215567589, -0.000355654105078429, -0.030572503805160522, 0.02371136285364628, -0.015850409865379333, 0.053209107369184494, 0.02479296550154686, 0.01604864001274109, 0.029606321826577187, 0.0071891723200678825, 0.021901046857237816, 0.02185887284576893, -0.06531720608472824, -0.006013441830873489, -0.01330827921628952, 0.017580971121788025, -0.038207415491342545, 0.4301731586456299, -0.027341725304722786, -0.0384540930390358, 0.06953278928995132, 0.038744259625673294, -0.008910909295082092, 0.024171624332666397, 0.026322273537516594, -0.04913730174303055, -0.003026098944246769, -0.044460903853178024, 0.0036996002309024334, 0.03580740839242935, 0.05285082757472992, -0.029847869649529457, -0.011595828458666801, 0.01917552389204502, 0.02899409458041191, 0.01043294370174408, -0.019266575574874878, -0.00357046234421432, 0.02259930782020092, 0.003412825521081686, 0.014410900883376598, 0.00923652108758688, 0.013329763896763325, -0.032559219747781754, 0.014928122982382774, 0.06088532134890556, 0.04659339413046837, -0.022072670981287956, 0.04842612147331238, -0.0385977067053318, -0.06471401453018188, 0.0000532084668520838, 0.006399577017873526, 0.023212965577840805, 0.04028099775314331, -0.006172833498567343, -0.023899855092167854, 0.04328085482120514, 0.004437366034835577, -0.019700950011610985, 0.04583358019590378, -0.04287497699260712, -0.06453941762447357, 0.10403691977262497, -0.004020692314952612, -0.012609561905264854, -0.0071045891381800175, -0.012832030653953552, 0.0054873875342309475, 0.03235778585076332, -0.023979051038622856, -0.06922469288110733, 0.02499559335410595, 0.017755262553691864, 0.08346454054117203, 0.003993576392531395, -0.04267451912164688, -0.00782063975930214, -0.05956170707941055, -0.015017549507319927, -0.028066638857126236, 0.03144507855176926, 0.03932303562760353, -0.09357302635908127, -0.038322813808918, 0.015679454430937767, 0.03951955586671829, -0.09448830783367157, -0.01905074715614319, 0.010221333242952824, -0.054481688886880875, -0.01811746321618557, 0.04215390607714653, -0.0019771228544414043, 0.0004076662880834192, 0.007982535287737846, 0.02499084547162056, 0.028310241177678108, -0.013745704665780067, 0.03214602172374725, -0.037769339978694916, -0.009709368459880352, -0.014114664867520332, -0.0736844539642334, -0.019277704879641533, -0.015294087119400501, -0.03563341870903969, -0.028567330911755562, -0.007550137583166361, -0.042407359927892685, -0.07924772799015045, 0.10013504326343536, -0.046060994267463684, -0.039705947041511536, 0.013182156719267368, -0.004883576184511185, -0.015620938502252102, -0.039017681032419205, -0.011423729360103607, 0.04118490219116211, -0.014617428183555603, 0.03738125413656235, -0.04841522127389908, 0.05003218352794647, 0.058520130813121796, -0.05171700194478035, 0.06101304665207863, 0.06983186304569244, -0.037705499678850174, -0.03811559081077576, 0.027962664142251015, 0.026529205963015556, -0.00012362490815576166, -0.024544604122638702, -0.019655123353004456, 0.02668280154466629, -0.013605407439172268, 0.02537171170115471, -0.03785115107893944, -0.012323795817792416, -0.024309715256094933, -0.3351671099662781, -0.036640483886003494, -0.025781013071537018, -0.017213845625519753, 0.019047435373067856, -0.06026436761021614, 0.012624451890587807, -0.01805754378437996, -0.012639694847166538, -0.030207473784685135, 0.06960564106702805, 0.007805981207638979, -0.0033707001712173223, -0.09925346821546555, 0.00908680260181427, 0.009551242925226688, -0.03209293261170387, -0.035911012440919876, -0.04535503312945366, 0.02840503118932247, 0.01322137750685215, 0.014748589135706425, -0.03483264148235321, -0.05552300438284874, -0.003918799571692944, -0.05373802036046982, 0.09366466850042343, -0.02281545102596283, 0.13860777020454407, -0.02881409414112568, 0.03694638982415199, 0.010380961932241917, 0.0352533683180809, -0.07137271761894226, 0.005888010375201702, -0.03891162574291229, -0.0008208780782297254, -0.015273142606019974, 0.05380049720406532, -0.038158539682626724, -0.05713657662272453, 0.01618180423974991, -0.047891199588775635, -0.05509406328201294, -0.03956451267004013, 0.004863867536187172, -0.013851746916770935, -0.03111352026462555, -0.03817284479737282, 0.06815434247255325, 0.007923155091702938, -0.0184564720839262, 0.01941145583987236, 0.031015504151582718, -0.024585535749793053, -0.014734298922121525, -0.07384675741195679, -0.0037697535008192062, -0.017424318939447403, 0.00035140416002832353, 0.05395769700407982, 0.07205915451049805, 0.02939778007566929, -0.05172150954604149, 0.012847678735852242, 0.015103352256119251, 0.010362321510910988, -0.020775627344846725, 0.09171691536903381, -0.016906283795833588, -0.01356431096792221, 0.0832982137799263, -0.009509746916592121, 0.005069904029369354, 0.042907554656267166, 0.045435305684804916, -0.004689776338636875, 0.012251500971615314, 0.0025393387768417597, 0.00646156957373023, 0.009212972596287727, 0.001743496977724135, 0.03239685297012329, -0.039114195853471756, -0.020398516207933426, 0.035562872886657715, -0.022007351741194725, -0.0002813437022268772, 0.07486355304718018, 0.0025956113822758198, -0.04173247516155243, 0.007757769897580147, -0.000023999789846129715, -0.061460942029953, 0.06937693059444427, -0.01625775918364525, -0.24302229285240173, 0.00565987266600132, 0.07858041673898697, 0.07845751196146011, -0.03170115128159523, 0.0009431646321900189, 0.0428079292178154, -0.07123405486345291, 0.0010266521712765098, 0.0023221613373607397, 0.03436923399567604, 0.024314921349287033, 0.010444625280797482, -0.019838273525238037, 0.04963696375489235, -0.007696123793721199, 0.00998830609023571, -0.009392795152962208, 0.05878786742687225, -0.021699627861380577, 0.0028000555466860533, 0.012569643557071686, 0.17833863198757172, 0.016860760748386383, 0.03104092739522457, 0.03565959632396698, 0.029070720076560974, 0.014094305224716663, 0.08216655254364014, 0.0022400221787393093, 0.02525683119893074, -0.01194959320127964, 0.05110880732536316, 0.0000257352785411058, 0.019139301031827927, -0.1051238477230072, -0.013791861943900585, 0.04181968793272972, 0.01566198281943798, 0.005133516620844603, -0.010226303711533546, -0.00396648608148098, -0.02182755619287491, 0.013238024897873402, 0.08828882873058319, 0.03157676011323929, 0.012278330512344837, -0.03944522142410278, -0.05197769030928612, 0.010782265104353428, -0.044281162321567535, -0.041991107165813446, 0.022664954885840416, -0.01902179792523384, 0.019744744524359703, 0.08247864991426468, 0.005247471854090691, -0.028907518833875656, -0.0094910254701972, 0.004219152964651585, 0.010471598245203495, -0.019230421632528305, 0.10596694052219391, 0.009311972185969353, 0.011475183069705963 ]
[ 0.005513626616448164, -0.001376285799778998, -0.006640223320573568, -0.00355202192440629, 0.02278122492134571, -0.005633297376334667, -0.013527213595807552, 0.028839141130447388, 0.008232698775827885, 0.023941509425640106, -0.009161648340523243, -0.015275956131517887, 0.01972472108900547, -0.015881076455116272, 0.007000662386417389, -0.008181527256965637, -0.01537390798330307, -0.014428415335714817, 0.01709108054637909, 0.03299668803811073, -0.015733126550912857, 0.005870482884347439, 0.01656249538064003, -0.009925640188157558, -0.03711846470832825, -0.02592184953391552, -0.020337950438261032, -0.005331044550985098, 0.02583746239542961, -0.14615827798843384, -0.015958666801452637, -0.01622760482132435, -0.011087900027632713, 0.027767427265644073, 0.0038328333757817745, -0.006445745937526226, 0.0185506921261549, -0.002654578536748886, -0.007594000548124313, 0.021846557036042213, -0.011863858439028263, -0.02176608331501484, 0.0367988720536232, -0.015961382538080215, 0.002439314965158701, 0.010993716306984425, 0.012453810311853886, -0.044280409812927246, -0.01097260694950819, 0.03339014947414398, -0.02267586626112461, 0.03625548630952835, -0.0003337835078127682, 0.027494139969348907, 0.03716793283820152, 0.0037704382557421923, 0.030324218794703484, -0.008996793068945408, -0.020404430106282234, 0.03138275071978569, -0.004110616631805897, 0.004224520176649094, -0.039994556456804276, -0.02516830340027809, 0.0020115403458476067, -0.0029222837183624506, -0.026551686227321625, -0.008324935100972652, 0.005275356117635965, -0.005844572093337774, -0.013527210801839828, 0.003860774450004101, 0.006557386368513107, -0.039507605135440826, 0.03836693614721298, 0.00672809686511755, 0.012155024334788322, -0.004663743544369936, 0.0265390332788229, -0.03131691366434097, -0.03052609972655773, 0.005215249955654144, 0.05095459893345833, -0.0017778550973162055, 0.029467105865478516, 0.00467439740896225, -0.018255550414323807, 0.004402937367558479, 0.015501586720347404, 0.050516095012426376, -0.03900770843029022, 0.04495802894234657, 0.007389484439045191, 0.019254392012953758, -0.055853743106126785, -0.003389589721336961, 0.003942578565329313, -0.013454081490635872, -0.016189083456993103, 0.8504180312156677, -0.046791527420282364, 0.028479300439357758, 0.05551781505346298, -0.028361652046442032, -0.004227303899824619, -0.027365565299987793, 0.01233050785958767, 0.00812592450529337, 0.029682982712984085, -0.04834088310599327, 0.04558948427438736, 0.014392256736755371, 0.021698620170354843, 0.005985613446682692, 0.022999804466962814, -0.03325875848531723, 0.029834365472197533, 0.012699340470135212, -0.016832174733281136, 0.0052433619275689125, 0.03687838837504387, -0.0037916298024356365, -0.010585463605821133, 0.012860379181802273, 0.005471103824675083, -0.19128961861133575, -0.040292419493198395, -7.298808258780729e-33, 0.03473040461540222, -0.002188938669860363, -0.008453920483589172, 0.006765797268599272, 0.02992800436913967, 0.0017099378164857626, 0.05538212135434151, 0.007562272250652313, -0.01108991913497448, -0.0022723120637238026, -0.00763327069580555, -0.0192805714905262, -0.0284261517226696, -0.0221831314265728, 0.015143260359764099, -0.04202995449304581, -0.00799167063087225, 0.03692014515399933, -0.015769660472869873, -0.01065140776336193, 0.07172141969203949, 0.034283269196748734, 0.023732759058475494, -0.07251210510730743, 0.03624366968870163, 0.006242875941097736, -0.022428657859563828, 0.03010321781039238, 0.018611770123243332, -0.029158059507608414, -0.020413896068930626, 0.029857050627470016, -0.04524890333414078, -0.04315183684229851, 0.02445427142083645, -0.05141643062233925, -0.009896380826830864, -0.008855310268700123, -0.04302948713302612, -0.014194943942129612, -0.019622286781668663, 0.009157652035355568, -0.055847860872745514, -0.031067201867699623, -0.00620484771206975, -0.008984721265733242, 0.00504680210724473, 0.053072016686201096, 0.04223744198679924, -0.006452052854001522, 0.01927872747182846, -0.010430947877466679, 0.006199336145073175, -0.00314929592423141, -0.00002242246046080254, 0.02304091490805149, -0.007921861484646797, -0.0143668744713068, 0.014428513124585152, 0.055087607353925705, -0.01788472756743431, -0.01818675547838211, -0.02784094773232937, -0.009080071933567524, -0.007481888867914677, -0.033538818359375, 0.020981162786483765, -0.006432168185710907, 0.022470729425549507, -0.026277443394064903, -0.02913966216146946, -0.013630797155201435, -0.0233495831489563, -0.014460613019764423, 0.01713097095489502, 0.00405174819752574, -0.017201317474246025, 0.002224281430244446, -0.009216089732944965, 0.0033736987970769405, 0.028330504894256592, -0.03109028935432434, 0.002070091897621751, 0.0021632802672684193, -0.002578502055257559, 0.0022251985501497984, -0.004196858964860439, -0.013405744917690754, -0.013981540687382221, -0.0006339792162179947, 0.028845341876149178, 0.01145566813647747, -0.0023082937113940716, -0.012484303675591946, -0.01690651848912239, 7.83181192759011e-33, -0.04385468363761902, 0.0065013328567147255, -0.024306003004312515, 0.030135158449411392, 0.01596921868622303, -0.010414921678602695, 0.054402414709329605, -0.03934688866138458, -0.02644282579421997, 0.050899162888526917, -0.006606355309486389, -0.03453807532787323, -0.02239171229302883, 0.023076338693499565, 0.04329046979546547, -0.04583657905459404, 0.004959408193826675, -0.0186112429946661, 0.04309981316328049, 0.04023779556155205, 0.021332085132598877, 0.0025688514579087496, -0.007180295884609222, 0.0023542947601526976, -0.003854638198390603, 0.07489163428544998, -0.042570095509290695, 0.011297713033854961, 0.019621441140770912, 0.005152322351932526, 0.006898037623614073, 0.010773773305118084, 0.016162922605872154, -0.04903719574213028, 0.016805358231067657, 0.00850377045571804, 0.006080697290599346, -0.015496084466576576, 0.03333194926381111, 0.023727787658572197, 0.055459555238485336, -0.007307387422770262, 0.002313844161108136, -0.005423801485449076, 0.004678424447774887, 0.0015537922736257315, 0.003731435164809227, -0.019927244633436203, 0.006420730613172054, 0.041855376213788986, 0.016785211861133575, 0.009483220055699348, -0.032256051898002625, -0.0058614639565348625, -0.045249827206134796, -0.023151759058237076, -0.00717698410153389, -0.021821996197104454, -0.018274877220392227, 0.03399505838751793, -0.027335485443472862, -0.015109539031982422, -0.021613847464323044, 0.030742790549993515, -0.005960789974778891, 0.0024783029220998287, -0.035602670162916183, 0.004917288664728403, -0.009997132234275341, 0.022280903533101082, -0.011683049611747265, 0.0015412686625495553, 0.021129224449396133, 0.030059529468417168, -0.0075473603792488575, -0.01741475984454155, -0.004308514762669802, -0.021299803629517555, 0.03927087411284447, 0.028568552806973457, 0.008767570368945599, 0.0031614922918379307, 0.016958605498075485, -0.00013738754205405712, -0.02905857376754284, -0.0024512868840247393, 0.015828445553779602, 0.011533984914422035, -0.0022779207210987806, -0.02968243882060051, 0.0035646827891469, 0.004639969207346439, 0.006558586843311787, 0.016928663477301598, 0.019261132925748825, -1.322507880985313e-8, -0.024206604808568954, 0.013305663131177425, -0.014916080050170422, 0.03373841568827629, 0.0037295937072485685, 0.005891304463148117, -0.029877154156565666, -0.010990007780492306, -0.029808208346366882, 0.008180471137166023, 0.003827936016023159, 0.028706729412078857, -0.010584871284663677, -0.001737269340083003, 0.024921994656324387, -0.05744476243853569, -0.0007304000901058316, -0.012765984982252121, 0.01899137906730175, 0.0030990648083388805, 0.009777965024113655, 0.039211615920066833, -0.025862500071525574, -0.0014025741256773472, -0.0035865348763763905, -0.002539203269407153, -0.0017614003736525774, -0.05491960793733597, -0.00994572788476944, 0.010483629070222378, 0.0015454364474862814, -0.009457796812057495, -0.04330545291304588, 0.018090158700942993, -0.039042308926582336, -0.034070517867803574, -0.010385011322796345, 0.007769076619297266, -0.0019595553167164326, -0.006205919198691845, 0.02674788609147072, 0.011735697276890278, 0.014669686555862427, -0.029246049001812935, -0.01688554883003235, -0.013786164112389088, -0.005419719032943249, 0.006290528457611799, 0.007770326919853687, -0.033996839076280594, 0.018729090690612793, 0.03187787905335426, 0.007858715951442719, 0.019693203270435333, -0.0017475651111453772, 0.0257926806807518, 0.0009131209808401763, -0.014848769642412663, -0.04082072153687477, 0.028774775564670563, 0.0026529778260737658, 0.010352914221584797, -0.013112116605043411, -0.03369805961847305 ]
coding-dojo-12-f
https://markhneedham.com/blog/2009/04/16/coding-dojo-12-f
false
2009-04-28 23:43:22
F#: Overloading functions/pattern matching
[ "f" ]
[ "fsharp" ]
While trying to http://www.markhneedham.com/blog/2009/04/18/f-refactoring-that-little-twitter-application-into-objects/[refactor my twitter application] into a state where I could use Erlang style message passing to process some requests asynchronously while still hitting twitter to get more messages I came across the problem of wanting to overload a method. By default it seems that you can't do method overloading in F# unless you make use of the OverloadID attribute which I learnt about from reading http://www.scottseely.com/blog/09-03-06/Method_Overloading_in_F.aspx[Scott Seely's blog post]: ____ Adding the OverloadID attribute to a member permits it to be part of a group overloaded by the same name and arity. The string must be a unique name amongst those in the overload set. Overrides of this method, if permitted, must be given the same OverloadID, and the OverloadID must be specified in both signature and implementation files if signature files are used. ____ I therefore ended up with this somewhat horrible looking code: [source,ocaml] ---- type TwitterMessageProcessor = let agent = MailboxProcessor.Start(fun inbox -> (* ... *) [<OverloadID("Send.TwitterStatus")>] member x.Send(message:TwitterStatus) = agent.Post(Phrase(message)) [<OverloadID("Send.list.TwitterStatus")>] member x.Send(message: seq<TwitterStatus>) = message |> Seq.iter (fun message -> agent.Post(Phrase(message))) ---- This allows me to either send a single TwitterStatus or a collection of TwitterStatuses to the TwitterMessageProcessor but it feels like the C# approach to solving the problem. Talking to http://www.twitter.com/davcamer[Dave] about this problem he suggested that maybe pattern matching was the way to go about this problem but I wasn't sure how to do pattern matching based on the input potentially being a different type. A bit of googling turned up a http://stackoverflow.com/questions/501069/f-functions-with-generic-parameter-types[Stack Overflow thread about defining functions to work on multiple types of parameters]. I tried this out and ended up with the following code which uses type constraints: [source,ocaml] ---- type TwitterMessageProcessor() = let agent = MailboxProcessor.Start(fun inbox -> (* ... *) member x.Send(message) = match box message with | :? seq<TwitterStatus> as message -> message |> Seq.iter (fun message -> agent.Post(Phrase(message))) | :? TwitterStatus as message -> agent.Post(Phrase(message)) | _ -> failwith "Unmatched message type" ---- This seems a bit nicer but obviously we lose our type safety that we had before - you can pretty much send in anything you want to the Send method. Looking at the code in http://www.red-gate.com/products/reflector/[Reflector] confirms this: [source,csharp] ---- public void Send<T>(T message) { object obj2 = message; IEnumerable<TwitterStatus> $typeTestResult@37 = obj2 as IEnumerable<TwitterStatus>; if ($typeTestResult@37 != null) { IEnumerable<TwitterStatus> message = $typeTestResult@37; Seq.iter<TwitterStatus>(new Twitter.clo@37_1(this), message); } else { TwitterStatus $typeTestResult@38 = obj2 as TwitterStatus; if ($typeTestResult@38 != null) { TwitterStatus message = $typeTestResult@38; this.agent@16.Post(new Twitter.Message._Phrase(message)); } else { Operators.failwith<Unit>("Unmatched message type"); } } } ---- I'm not really happy with either of these solutions but I haven't come across a better way to achieve this but I'd be interested in doing so if anyone has any ideas.
null
null
[ 0.00978021789342165, -0.05196167156100273, -0.0215702336281538, 0.003945715259760618, 0.05754772573709488, 0.023394690826535225, 0.0448947437107563, 0.04015105962753296, 0.008384344168007374, -0.01027706265449524, 0.010623885318636894, -0.022804463282227516, -0.10558956116437912, 0.008755789138376713, -0.010674904100596905, 0.06711478531360626, 0.07037052512168884, -0.03733591362833977, 0.05056820809841156, -0.006770455278456211, 0.023565884679555893, 0.08197743445634842, 0.002332648728042841, -0.009996075183153152, 0.00975473877042532, 0.01878288947045803, -0.012747297994792461, -0.019082970917224884, -0.047046612948179245, 0.007027558516710997, 0.0397624708712101, 0.02148432470858097, 0.012610072270035744, -0.01745259203016758, -0.008504125289618969, -0.007469454314559698, 0.030445992946624756, 0.005668036639690399, 0.009023846127092838, 0.0070526511408388615, -0.06809154152870178, 0.030118534341454506, -0.02909216657280922, -0.009823432192206383, -0.0507480651140213, 0.02083323337137699, -0.024220893159508705, 0.00319855404086411, -0.008283850736916065, -0.021090488880872726, -0.08856382966041565, 0.026146214455366135, -0.036612171679735184, -0.003149893367663026, 0.053436651825904846, 0.05028659477829933, -0.0161640215665102, -0.0801568254828453, 0.005787129048258066, -0.05224906653165817, 0.006290363147854805, -0.029119357466697693, 0.011811310425400734, 0.0062835500575602055, 0.03608718514442444, 0.004838301334530115, -0.009919092059135437, 0.06551738828420639, -0.06503860652446747, -0.04350810870528221, -0.002834493760019541, 0.04020816087722778, 0.005053795408457518, -0.03693866729736328, 0.03327765688300133, -0.022944865748286247, -0.007276138290762901, 0.05525693669915199, 0.025863386690616608, 0.04815424233675003, -0.01710383966565132, -0.000010872002349060494, 0.03022659569978714, 0.03233133628964424, 0.027730818837881088, -0.007060901261866093, -0.02631196565926075, 0.03071116842329502, -0.022604146972298622, 0.04714265465736389, 0.009896509349346161, -0.03059087134897709, 0.020747633650898933, -0.0004638108948711306, 0.0037694862112402916, -0.016248030588030815, -0.014271206222474575, 0.0033016286324709654, -0.0169269610196352, -0.0017507023876532912, -0.044545978307724, -0.01174856536090374, 0.005371396895498037, 0.009327967651188374, -0.06867726892232895, -0.02002166211605072, -0.030361851677298546, -0.005297490861266851, 0.04317569360136986, 0.020900918170809746, -0.02646288275718689, -0.004475080873817205, -0.03237365558743477, -0.020758820697665215, -0.08525803685188293, 0.04787250980734825, 0.01698572374880314, -0.024528563022613525, -0.030703363940119743, 0.0220540352165699, 0.05994891747832298, 0.05836930125951767, 0.008661490865051746, 0.06972882896661758, 0.052103955298662186, 0.014048968441784382, -0.027154238894581795, 0.07225023955106735, -0.05410780385136604, -0.02787715382874012, -0.0024610261898487806, 0.06969567388296127, -0.012720969505608082, 0.025049099698662758, -0.018845204263925552, -0.012237817980349064, -0.024884728714823723, -0.005229521542787552, 0.05551226809620857, 0.03306388109922409, -0.031139632686972618, -0.03289750590920448, -0.006610248237848282, -0.008458158932626247, 0.01580353081226349, 0.010722119361162186, -0.0099595682695508, -0.009755008853971958, 0.004257478751242161, 0.04726504534482956, 0.01759779080748558, 0.027887443080544472, 0.04294859245419502, -0.033768270164728165, 0.029562704265117645, 0.07053081691265106, 0.008453466929495335, -0.008988198824226856, -0.029430272057652473, 0.02661832608282566, 0.02592732012271881, 0.045921169221401215, 0.029709387570619583, 0.04142818599939346, 0.017375508323311806, -0.017058398574590683, 0.013460067100822926, 0.04641849547624588, -0.009782391600310802, -0.021328141912817955, -0.0482369139790535, -0.05608990043401718, 0.054643768817186356, -0.036931537091732025, 0.023832550272345543, 0.028582006692886353, 0.05607391521334648, -0.029786741361021996, 0.04759117588400841, 0.010270621627569199, -0.06105412542819977, 0.033851634711027145, 0.016942141577601433, 0.020195184275507927, -0.00818227045238018, 0.0012327154399827123, 0.05350784584879875, 0.016090987250208855, 0.009660088457167149, 0.01776048354804516, -0.05871500447392464, -0.05699479207396507, -0.013893873430788517, -0.005368252284824848, 0.08565882593393326, -0.018633460626006126, -0.008361422456800938, 0.05829886719584465, 0.022100457921624184, 0.04165618121623993, 0.06569620966911316, -0.03847175091505051, 0.010083986446261406, -0.043609265238046646, -0.06474301964044571, 0.06188848987221718, 0.03155612200498581, 0.0010343763278797269, -0.06104384362697601, 0.016682347282767296, -0.014974315650761127, -0.03259554132819176, 0.02284141443669796, -0.02318071573972702, 0.027074027806520462, 0.007501489482820034, 0.004198113456368446, -0.03768269717693329, 0.04916995391249657, -0.05938213691115379, 0.03330453857779503, -0.013898788020014763, 0.004146680701524019, -0.002915048971772194, 0.0016988054849207401, 0.12097811698913574, 0.03689895197749138, -0.029628438875079155, -0.06399066001176834, 0.0055129751563072205, 0.02982817217707634, -0.023400207981467247, 0.019347932189702988, 0.005497509613633156, -0.0035917474888265133, 0.013217620551586151, -0.039799321442842484, -0.02088916301727295, 0.012716218829154968, -0.04963674023747444, 0.00967097096145153, 0.10089953243732452, -0.05172538012266159, 0.02819846384227276, 0.00048736651660874486, -0.029203280806541443, 0.037761885672807693, -0.024482641369104385, -0.029167750850319862, 0.04024003446102142, 0.018398039042949677, 0.0009095290442928672, 0.06865917146205902, -0.02659309096634388, -0.0323893167078495, -0.010542820207774639, -0.030755428597331047, 0.01693238504230976, 0.03748870640993118, 0.03727199509739876, -0.023916013538837433, 0.022486552596092224, -0.02499132603406906, -0.012053447775542736, -0.025608645752072334, -0.04497791454195976, -0.025218117982149124, 0.021401995792984962, 0.023023881018161774, 0.027469277381896973, 0.028982311487197876, -0.03318004310131073, 0.025538591668009758, 0.02607916109263897, -0.02838858589529991, -0.010921220295131207, 0.017853060737252235, -0.02532687783241272, -0.03365980461239815, -0.03143000602722168, -0.06810415536165237, 0.05198001116514206, -0.023648591712117195, -0.042171720415353775, -0.00809518527239561, -0.07317045331001282, 0.026954995468258858, -0.06714758276939392, -0.027746928855776787, 0.016028331592679024, 0.04670481011271477, 0.017929738387465477, 0.0005281066987663507, 0.0019275734666734934, 0.05440118908882141, -0.004215588793158531, 0.03259916603565216, 0.022822601720690727, -0.020451698452234268, 0.01881340704858303, -0.003042588708922267, 0.008066211827099323, 0.047867272049188614, 0.015072667971253395, -0.03650126978754997, -0.06973952054977417, -0.005317387171089649, 0.015394802205264568, -0.2713754177093506, 0.06090802699327469, 0.025077106431126595, -0.029409052804112434, -0.0009009971399791539, -0.0054045310243964195, 0.031005987897515297, -0.015391876921057701, -0.022598275914788246, 0.04071390628814697, -0.02234424464404583, -0.021218374371528625, -0.013894345611333847, 0.024814946576952934, -0.00765622453764081, -0.02683616429567337, -0.007624310906976461, -0.02939496375620365, 0.02069658786058426, 0.048630114644765854, 0.000654324539937079, -0.04299267381429672, -0.000345117092365399, 0.05403239652514458, 0.02780192159116268, 0.036842744797468185, -0.09767355769872665, 0.05321729555726051, -0.004884549416601658, 0.015742244198918343, 0.0004800362803507596, -0.012029900215566158, -0.016962986439466476, -0.0177171528339386, -0.04306495562195778, -0.034759771078825, 0.05109970644116402, 0.020613444969058037, 0.022917436435818672, 0.010940251871943474, -0.02316291444003582, -0.052473150193691254, -0.05592857301235199, -0.033088792115449905, 0.07858751714229584, 0.02094573713839054, -0.067641980946064, 0.006451413966715336, -0.04317225515842438, 0.060941845178604126, -0.02876906283199787, -0.08600867539644241, -0.0007837160374037921, 0.013246259652078152, -0.006608259864151478, -0.035069819539785385, 0.006638337392359972, -0.01350866723805666, -0.015315903350710869, -0.024105751886963844, -0.023901069536805153, -0.056200385093688965, -0.025813639163970947, -0.035104136914014816, -0.02003951370716095, -0.05616215988993645, -0.0550050362944603, -0.010729929432272911, 0.060745302587747574, 0.006720813922584057, -0.01597752794623375, 0.005388395860791206, -0.021444927901029587, -0.10984626412391663, -0.0032603393774479628, -0.023212824016809464, -0.033536553382873535, -0.024191487580537796, 0.01149282231926918, 0.050386350601911545, -0.024215171113610268, -0.025990476831793785, 0.017960378900170326, 0.008683551102876663, 0.03689802810549736, 0.0026080894749611616, 0.006460249423980713, -0.03452259674668312, -0.03148971498012543, -0.005075166933238506, 0.07777023315429688, -0.0051150270737707615, -0.009367761202156544, -0.009896315634250641, 0.029298115521669388, 0.05238339677453041, 0.03337043523788452, -0.009278621524572372, 0.013395117595791817, 0.02107021026313305, 0.059201352298259735, -0.0511556901037693, -0.01247822679579258, -0.05488867685198784, -0.0210641548037529, -0.003870069980621338, -0.05876879021525383, 0.027390284463763237, 0.017128797248005867, 0.02596447989344597, -0.026926636695861816, -0.030126918107271194, -0.006260459311306477, -0.04341845586895943, -0.011664049699902534, 0.021027304232120514, -0.018212690949440002, 0.015603035688400269, 0.015845898538827896, -0.022519726306200027, -0.056492384523153305, 0.011994684115052223, 0.007984675467014313, 0.0058374726213514805, -0.06882378458976746, -0.03935573622584343, -0.0018073484534397721, -0.03890224173665047, -0.023684438318014145, 0.018127435818314552, -0.004885606002062559, -0.0028365440666675568, 0.0007746455958113074, -0.028853392228484154, 0.013540749438107014, -0.012938718311488628, -0.005643466021865606, -0.045203499495983124, -0.005639130715280771, -0.027728969231247902, 0.018214726820588112, 0.0020001898519694805, 0.01909639500081539, 0.022354770451784134, 0.09173324704170227, 0.03261442855000496, 0.02093544229865074, -0.0024137746077030897, -0.0035626604221761227, 0.00403343653306365, 0.01789480447769165, -0.06252111494541168, 0.028153544291853905, -0.03231881931424141, 0.003218795405700803, -0.0073061673901975155, 0.03839198872447014, -0.036373868584632874, -0.005907848477363586, -0.03279385715723038, 0.02119685336947441, -0.03332512825727463, -0.01985921338200569, -0.032921548932790756, -0.0061837597750127316, 0.02573619969189167, -0.04086606204509735, 0.04227110370993614, -0.031111767515540123, -0.02706000953912735, -0.008879018947482109, 0.02668214775621891, -0.02672187052667141, 0.03606041893362999, 0.015331958420574665, -0.012594147585332394, -0.019648268818855286, 0.013166500255465508, 0.032791297882795334, 0.03392951935529709, -0.00955529697239399, -0.035292673856019974, 0.0006484219338744879, 0.02566801756620407, 0.06265563517808914, 0.02831714227795601, 0.0179281048476696, 0.0003021265147253871, -0.03980318084359169, 0.020812172442674637, -0.04625974968075752, -0.013681186363101006, -0.0030247909016907215, 0.042339205741882324, -0.007930252701044083, -0.07381635904312134, 0.028964221477508545, 0.017927903681993484, 0.023957937955856323, 0.006744238082319498, 0.008790993131697178, 0.016010534018278122, -0.020899316295981407, -0.0026666871272027493, 0.04574096202850342, -0.049489472061395645, 0.008467163890600204, -0.007107703946530819, 0.006114532705396414, 0.04953987896442413, 0.04067184403538704, -0.03551606461405754, -0.014523779973387718, 0.0011772133875638247, 0.02216755412518978, -0.04596269503235817, -0.04068756103515625, -0.012306911870837212, 0.0003381918650120497, -0.02408578433096409, -0.021711399778723717, -0.03211764618754387, 0.01353200152516365, -0.021288113668560982, -0.036664512008428574, 0.007973087951540947, -0.038995835930109024, -0.01308899000287056, 0.04773302376270294, -0.004022963810712099, -0.004722827114164829, -0.0391484759747982, 0.017209194600582123, 0.034361883997917175, -0.03362588211894035, -0.021956827491521835, -0.05018462985754013, 0.0019500605994835496, -0.031906090676784515, 0.04892700910568237, -0.02773292548954487, -0.03424743935465813, -0.0057279858738183975, -0.019483041018247604, -0.039530545473098755, 0.007321086246520281, -0.022776959463953972, -0.014400613494217396, 0.015081066638231277, 0.04651085287332535, 0.0009993682615458965, 0.04584725573658943, -0.03643548861145973, 0.018534746021032333, 0.0352850966155529, -0.07363314181566238, -0.024681629613041878, -0.025944558903574944, -0.051680292934179306, 0.008945941925048828, 0.005765977781265974, 0.010577215813100338, -0.05334895849227905, 0.03985234349966049, 0.05715251341462135, 0.018977293744683266, 0.07778932899236679, -0.008774902671575546, 0.025619160383939743, -0.01081964559853077, 0.002063462045043707, -0.08380381017923355, -0.011180040426552296, 0.019873419776558876, 0.007704554125666618, 0.0024631801061332226, -0.004269967786967754, -0.004324644338339567, 0.045247405767440796, -0.024114729836583138, -0.0017629762878641486, 0.03663591295480728, 0.003648895537480712, -0.010010913945734501, 0.034251805394887924, -0.05933414399623871, 0.04048829525709152, 0.01821168139576912, -0.02038716711103916, -0.01930411159992218, -0.023978086188435555, 0.0442836657166481, 0.009572888724505901, 0.01646137610077858, -0.05039331316947937, -0.0412059985101223, 0.059595558792352676, 0.014413934201002121, 0.00645815534517169, 0.06277057528495789, -0.04685821384191513, 0.0443384125828743, 0.02000350132584572, -0.00007079124043229967, 0.010649232193827629, 0.00725523941218853, -0.02966681309044361, -0.08146040141582489, 0.03690304234623909, -0.004746684804558754, -0.042894888669252396, -0.06915415078401566, 0.0692467913031578, 0.020542804151773453, -0.027640346437692642, -0.04899084195494652, 0.04521777108311653, -0.007210876792669296, -0.014591872692108154, -0.03814361244440079, 0.037584178149700165, -0.026725411415100098, 0.06232691556215286, 0.01873556710779667, 0.003531157970428467, 0.0725509375333786, -0.030050236731767654, 0.01651834510266781, -0.01958051323890686, 0.08538724482059479, 0.07780340313911438, 0.03843821585178375, -0.0007684594020247459, 0.047724973410367966, -0.010525336489081383, -0.05079960450530052, 0.008179050870239735, -0.007579413242638111, -0.022507622838020325, 0.010385744273662567, 0.014185233972966671, 0.09913129359483719, -0.0025883251801133156, 0.08716001361608505, -0.061860647052526474, -0.00373570853844285, -0.016613174229860306, 0.0023209680803120136, 0.003912035841494799, 0.034652095288038254, -0.0038063630927354097, 0.0691058486700058, -0.028580691665410995, -0.030854683369398117, 0.0315113328397274, -0.032691165804862976, -0.014960695058107376, 0.010936741717159748, -0.0062215314246714115, 0.009226812049746513, 0.0301760695874691, 0.01927887834608555, 0.04604600369930267, -0.018546460196375847, 0.005294996779412031, 0.019770951941609383, 0.05126436427235603, -0.03575322777032852, -0.006205062381923199, -0.00945643987506628, -0.024474384263157845, -0.012743477709591389, -0.007513802498579025, 0.00431795883923769, -0.03788475692272186, -0.03021852672100067, 0.052560530602931976, -0.021137362346053123, -0.018953541293740273, 0.0072579290717840195, -0.009110094979405403, -0.020981699228286743, -0.016934791579842567, -0.07380155473947525, -0.050265442579984665, -0.05891793221235275, -0.008543610572814941, 0.002499275840818882, 0.02457139641046524, -0.020255284383893013, -0.04725338891148567, -0.006481058429926634, -0.00620389124378562, 0.048426564782857895, -0.0194227434694767, -0.031177790835499763, 0.013739257119596004, 0.013127240352332592, 0.022915776818990707, 0.04147268086671829, 0.05976484715938568, -0.006187079474329948, 0.009783212095499039, -0.06085813418030739, 0.007468704599887133, 0.029605213552713394, 0.03718651831150055, -0.006532809231430292, -0.09701378643512726, 0.02409193478524685, 0.037550561130046844, -0.0031784481834620237, -0.06562820076942444, 0.015880480408668518, 0.03314832225441933, 0.018154077231884003, 0.03879638388752937, -0.010417351499199867, -0.02766413241624832, -0.023416712880134583, -0.010941766202449799, -0.01497702207416296, 0.027912674471735954, 0.047227006405591965, -0.024190261960029602, 0.06823604553937912, 0.021902497857809067, -0.05296465754508972, -0.016763346269726753, -0.010237709619104862, -0.0233062244951725, 0.013720362447202206, -0.017303641885519028, -0.03694222494959831, -0.023245329037308693, -0.042550262063741684, 0.015143723227083683, 0.02735115960240364, -0.002659121761098504, -0.018777040764689445, 0.04068171977996826, 0.06282126903533936, -0.046513862907886505, 0.04960770905017853, -0.03731811046600342, 0.04093127325177193, 0.007446605712175369, -0.04734203591942787, -0.012433664873242378, -0.012019877322018147, 0.011233056895434856, -0.014524012804031372, 0.03334468975663185, -0.03491336852312088, -0.009932717308402061, -0.007981258444488049, 0.007557219360023737, 0.015943575650453568, -0.05065882205963135, 0.022221073508262634 ]
[ -0.08673903346061707, -0.03544042259454727, -0.053234782069921494, -0.02113272063434124, 0.013651459477841854, -0.08449060469865799, 0.013164777308702469, 0.033013179898262024, -0.01288319006562233, -0.022136783227324486, -0.0023788916878402233, -0.02955472841858864, 0.01293640211224556, -0.012311124242842197, 0.0836823582649231, 0.020016228780150414, 0.02115938626229763, -0.06262842565774918, -0.017574256286025047, -0.0430297777056694, 0.02087479829788208, 0.004696497227996588, -0.008817922323942184, -0.028882790356874466, 0.03430447727441788, 0.021898318082094193, -0.018242251127958298, -0.08301564306020737, -0.018879897892475128, -0.21287019550800323, 0.022754255682229996, -0.010218227282166481, 0.008035770617425442, -0.008590963669121265, -0.012684199027717113, 0.03566271439194679, 0.0035434747114777565, 0.00044743475154973567, -0.0025426512584090233, 0.07452795654535294, 0.007369596045464277, 0.02003602683544159, -0.046913404017686844, -0.01617109403014183, 0.0535280779004097, -0.024143412709236145, -0.04139723628759384, -0.01448020339012146, -0.03678591921925545, 0.03218682110309601, -0.017035549506545067, 0.001037438167259097, -0.000712140928953886, -0.025529516860842705, 0.002128364983946085, 0.053506478667259216, 0.050894033163785934, 0.11578536778688431, 0.024413248524069786, -0.007357063703238964, 0.04923386126756668, 0.008954779244959354, -0.09331435710191727, 0.12026368826627731, -0.01495468057692051, 0.055053986608982086, 0.010529942810535431, -0.0015546390786767006, 0.011694899760186672, 0.11127407848834991, 0.029816986992955208, -0.0012709916336461902, -0.023460987955331802, 0.0511225201189518, 0.026416458189487457, 0.008312628604471684, 0.017200816422700882, 0.018202263861894608, 0.03841908276081085, -0.04712175577878952, -0.07263623923063278, -0.011715616099536419, 0.02442718669772148, -0.01580200530588627, -0.03101992979645729, -0.02363276109099388, -0.01406161766499281, 0.024395553395152092, 0.04712170362472534, 0.022143084555864334, 0.0278376005589962, -0.035148486495018005, 0.051122959703207016, 0.009509257040917873, -0.0722460150718689, -0.02825353294610977, -0.020668115466833115, 0.007172907702624798, -0.06329133361577988, 0.40733885765075684, -0.031469833105802536, -0.026705151423811913, 0.03941192105412483, 0.06092909350991249, -0.028043756261467934, -0.00914732739329338, 0.02303430624306202, -0.07075385749340057, -0.0055466629564762115, -0.02956191822886467, -0.032676685601472855, -0.00660153292119503, 0.05038401111960411, -0.0349852629005909, 0.00954984687268734, 0.0076811048202216625, 0.004374645184725523, 0.02020869590342045, -0.03737382963299751, -0.014346528798341751, 0.008996610529720783, -0.01728566363453865, 0.039373502135276794, 0.026041682809591293, -0.013632300309836864, 0.013678476214408875, 0.014351461082696915, 0.06391272693872452, 0.057228654623031616, 0.03450021147727966, 0.017788222059607506, 0.00888498779386282, -0.09620637446641922, -0.016168033704161644, 0.03451155871152878, 0.04537133872509003, 0.01831829361617565, -0.009523686952888966, -0.019498128443956375, 0.014987864531576633, -0.0018004137091338634, -0.04363472759723663, 0.010612771846354008, -0.011227045208215714, -0.03576520457863808, 0.15245321393013, -0.0013649346074089408, -0.027435721829533577, -0.023859161883592606, -0.031671613454818726, -0.011802904307842255, 0.03081149235367775, -0.0398489274084568, -0.04460429772734642, -0.016978684812784195, 0.02218715287744999, 0.05092426389455795, -0.0023188574705272913, -0.04359782114624977, -0.0028672891203314066, -0.018782392144203186, 0.00012814879301004112, -0.005105783697217703, 0.021388959139585495, 0.008523572236299515, -0.12059450894594193, -0.010527345351874828, -0.031210264191031456, -0.003692996222525835, -0.08178763836622238, -0.00956658460199833, 0.020671134814620018, -0.04814384877681732, -0.02760498970746994, 0.023728476837277412, -0.0025292220525443554, -0.004560672212392092, -0.034441642463207245, 0.06024443358182907, 0.014314137399196625, -0.020293474197387695, 0.010973377153277397, -0.05168968811631203, -0.007638903334736824, -0.058357685804367065, -0.06892165541648865, -0.02779950201511383, -0.02565201185643673, 0.00811194907873869, -0.017078468576073647, -0.024757998064160347, -0.009896690025925636, -0.04389025270938873, 0.03744916245341301, -0.04053661972284317, -0.010793691501021385, 0.025082530453801155, 0.00014145726163405925, 0.05210278183221817, -0.017531519755721092, -0.01567685604095459, 0.05709134042263031, -0.05306100472807884, 0.039560601115226746, -0.061319440603256226, 0.030291186645627022, 0.059759851545095444, -0.04402479901909828, 0.03702728822827339, 0.019648270681500435, -0.04261120408773422, -0.0263439379632473, -0.022080056369304657, 0.04482497274875641, -0.029314419254660606, -0.0094288419932127, 0.011650914326310158, 0.03021281585097313, 0.025273336097598076, 0.01977633498609066, -0.05231605842709541, -0.014918165281414986, 0.03222503140568733, -0.33935487270355225, -0.041967861354351044, 0.0166876632720232, -0.03286082297563553, -0.030752860009670258, -0.061043862253427505, -0.013458779081702232, -0.04661659523844719, -0.024532722309231758, 0.02071397192776203, 0.09963127970695496, 0.008663163520395756, -0.00024436856620013714, -0.10076376795768738, 0.019883643835783005, 0.02710997499525547, -0.04178585857152939, -0.05562269687652588, 0.0197945274412632, 0.024042028933763504, -0.023910807445645332, 0.02141205593943596, -0.020208951085805893, -0.04858037456870079, 0.07878506183624268, -0.02547183632850647, 0.08303776383399963, -0.006162842735648155, 0.10985484719276428, -0.0030000347178429365, 0.04794115200638771, 0.0316823348402977, 0.00013047261745668948, -0.08701841533184052, 0.014580455608665943, -0.021987464278936386, 0.018150072544813156, 0.011871004477143288, 0.07578106969594955, 0.014389926567673683, -0.04105895385146141, 0.003424560185521841, -0.024366039782762527, -0.07644585520029068, -0.007038661744445562, -0.010011390782892704, -0.03836008533835411, -0.06153525784611702, 0.00022890500258654356, 0.06791092455387115, 0.02834295481443405, 0.008632724173367023, 0.015849236398935318, 0.05148129537701607, 0.00870123878121376, -0.031199458986520767, -0.05415940657258034, -0.0027084818575531244, -0.03186992555856705, 0.00031264059362001717, 0.046648744493722916, 0.03864961117506027, 0.02654968574643135, -0.03586814925074577, 0.036127105355262756, 0.010247694328427315, -0.034073445945978165, -0.031588636338710785, 0.010399735532701015, -0.0193040668964386, -0.007316347677260637, 0.12418235093355179, -0.03869514912366867, 0.01772007718682289, 0.050633255392313004, 0.016237985342741013, -0.011578942649066448, 0.015783702954649925, 0.004263316281139851, 0.026274004951119423, 0.01908760331571102, -0.014318273402750492, 0.07005228102207184, -0.02333504520356655, -0.02208000421524048, 0.021186280995607376, -0.0568816214799881, 0.014486796222627163, 0.04875694587826729, 0.001089168363250792, -0.007004349492490292, 0.012030456215143204, -0.02299015410244465, -0.028200970962643623, 0.04534972459077835, -0.03297610580921173, -0.2264140546321869, 0.007557423785328865, 0.0638914629817009, 0.07003407180309296, 0.006238804664462805, 0.011658471077680588, 0.041339535266160965, -0.05734346807003021, -0.034848496317863464, -0.022079261019825935, 0.018198776990175247, 0.06607472896575928, 0.018545206636190414, 0.01683960109949112, 0.015396280214190483, -0.0034329728223383427, 0.019280198961496353, 0.007987073622643948, 0.005642143078148365, -0.004032013937830925, -0.0015129161765798926, -0.03040410205721855, 0.1870993822813034, -0.005893123336136341, 0.01694321073591709, 0.023416507989168167, 0.006458434741944075, 0.012814770452678204, 0.06400545686483383, -0.000984896789304912, 0.024037618190050125, -0.022426804527640343, 0.06982231885194778, -0.006666701752692461, 0.06136399134993553, -0.11428127437829971, 0.01539001427590847, 0.017110610380768776, 0.019581811502575874, -0.010689720511436462, -0.02314046397805214, 0.021008893847465515, -0.036304447799921036, 0.013904060237109661, 0.05430392175912857, -0.013272038660943508, -0.029959077015519142, -0.030868222936987877, -0.056500811129808426, 0.032147932797670364, -0.04303090274333954, -0.024125145748257637, -0.024383412674069405, 0.030254798009991646, 0.01352161355316639, 0.05583513528108597, 0.03566384315490723, -0.01864108256995678, -0.025721190497279167, 0.004729395732283592, -0.016247056424617767, 0.019663535058498383, 0.08886364847421646, 0.04097408801317215, 0.07985322177410126 ]
[ 0.002323759952560067, 0.01951155997812748, 0.0010347833158448339, 0.014892746694386005, 0.013676390051841736, -0.014781507663428783, 0.02856144681572914, 0.034889549016952515, -0.007309651933610439, -0.003015912603586912, -0.030524084344506264, 0.00794059969484806, 0.03042099066078663, -0.027707742527127266, 0.05510929599404335, 0.0009454424143768847, 0.034179892390966415, -0.05045553296804428, 0.011761467903852463, -0.04517104849219322, -0.009771270677447319, 0.04795253276824951, 0.011038658209145069, 0.013117318041622639, -0.01536020077764988, -0.023145347833633423, -0.056262414902448654, -0.038124389946460724, 0.013655143789947033, -0.12017887085676193, 0.008115279488265514, -0.029136445373296738, -0.013634045608341694, 0.022809399291872978, -0.03333309665322304, 0.015776576474308968, -0.025839554145932198, 0.006412744056433439, 0.004969680681824684, 0.020268859341740608, -0.02370418608188629, -0.042616091668605804, -0.037366390228271484, 0.026609359309077263, -0.020709266886115074, 0.010832715779542923, 0.016256581991910934, 0.0012549073435366154, -0.022494522854685783, 0.024269787594676018, -0.006457068491727114, -0.002945150015875697, -0.011380010284483433, 0.049654699862003326, 0.004726305138319731, 0.0001224728039233014, -0.0373472161591053, 0.00803775992244482, -0.010305815376341343, -0.024706324562430382, -0.008127817884087563, 0.0030666040256619453, -0.022501086816191673, -0.02935304120182991, -0.020720215514302254, -0.008345360867679119, -0.030101308599114418, -0.005733541678637266, -0.014733427204191685, 0.004944140091538429, 0.016901370137929916, 0.01680232398211956, -0.013102990575134754, 0.013643748126924038, 0.007910624146461487, -0.010803903453052044, 0.008271029219031334, -0.01262546144425869, -0.032763559371232986, 0.006445737089961767, -0.027855603024363518, -0.013288133777678013, 0.026251811534166336, 0.008915502578020096, 0.028886670246720314, -0.009105118922889233, 0.00486687570810318, -0.023348219692707062, 0.01021671574562788, 0.03162270039319992, 0.007502794731408358, 0.023736124858260155, 0.030849386006593704, 0.03589868173003197, -0.07471951097249985, 0.02055942825973034, -0.03923951834440231, -0.024265052750706673, -0.02131343074142933, 0.850117564201355, -0.03008873760700226, 0.042200278490781784, 0.02536570094525814, -0.0001574455527588725, 0.00863584689795971, -0.020478086546063423, -0.03442397341132164, -0.03464449569582939, 0.032123416662216187, -0.04836319759488106, 0.020115459337830544, -0.016930805519223213, 0.031436026096343994, 0.01271798461675644, 0.05115535482764244, 0.007668015081435442, 0.01774567738175392, 0.024832328781485558, 0.03701378032565117, 0.02432933822274208, 0.04763508215546608, -0.01820210926234722, 0.012430245988070965, 0.01627575419843197, 0.02665669284760952, -0.1369304209947586, -0.006230367813259363, -7.456219441983311e-33, 0.013129187747836113, 0.02479241043329239, -0.004679202102124691, 0.020538318902254105, 0.009908130392432213, -0.001228039851412177, 0.03219091147184372, 0.004885651171207428, -0.04354109242558479, -0.04874084144830704, -0.01641285978257656, -0.012665248475968838, -0.004351045470684767, -0.005389851052314043, 0.03554580360651016, -0.0283109862357378, -0.016607724130153656, 0.059852976351976395, 0.0439639575779438, 0.0018810025649145246, 0.046355415135622025, 0.03429605811834335, -0.01044523436576128, -0.008646114729344845, 0.0008968435577116907, 0.059090107679367065, 0.030671725049614906, -0.017054343596100807, -0.011355570517480373, -0.03593028336763382, 0.0002733187284320593, 0.038872212171554565, -0.006926744244992733, 0.01923193968832493, 0.031251221895217896, -0.04968030005693436, -0.025463923811912537, 0.023536989465355873, -0.04250070080161095, -0.05154459923505783, -0.021417729556560516, 0.03471776098012924, -0.04661967232823372, -0.03579183295369148, -0.030131183564662933, -0.009553175419569016, -0.007773110643029213, -0.012129467912018299, 0.014631490223109722, -0.021612653508782387, 0.021379880607128143, -0.008695673197507858, 0.0021406873129308224, -0.01801707223057747, -0.0150808310136199, 0.0068585993722081184, -0.016740240156650543, 0.0003428841882850975, 0.042729198932647705, 0.013068953529000282, 0.03192559629678726, -0.04660910367965698, 0.023090504109859467, 0.007466052193194628, 0.021457986906170845, -0.037925418466329575, -0.021446065977215767, 0.00870326068252325, 0.03715893626213074, 0.0029970230534672737, -0.02494082599878311, -0.008816557936370373, -0.018661120906472206, 0.00023435373441316187, 0.0020963188726454973, -0.025620218366384506, -0.010042834095656872, -0.001962482463568449, -0.01090957224369049, 0.0182837825268507, -0.001353711704723537, -0.027888387441635132, 0.019229991361498833, -0.014462046325206757, 0.001750046038068831, -0.010322767309844494, 0.006287997588515282, -0.01349115464836359, 0.0005872087203897536, 0.047345273196697235, -0.007421241607517004, 0.007292626425623894, -0.010879674926400185, -0.002854330698028207, -0.03412966802716255, 7.632642042258535e-33, -0.02134574018418789, -0.03963349014520645, -0.04185843840241432, 0.019722862169146538, 0.01854872889816761, -0.025742046535015106, 0.0387575700879097, 0.0000022656120108877076, -0.026616839691996574, 0.0523521825671196, -0.00738451536744833, -0.0016367282951250672, -0.025274446234107018, 0.0021262201480567455, 0.030907945707440376, -0.051303327083587646, 0.05047934874892235, 0.002167330589145422, 0.01977565884590149, 0.0007228667964227498, -0.03665171191096306, -0.015292348340153694, 0.016720304265618324, 0.026162663474678993, 0.012689333409070969, 0.030652808025479317, -0.02859102189540863, -0.011203896254301071, 0.012213892303407192, -0.03890559822320938, -0.0030205980874598026, -0.021897906437516212, 0.031595975160598755, -0.006062869448214769, -0.013210763223469257, 0.028754938393831253, 0.0007059023482725024, -0.00790738221257925, 0.05701294168829918, -0.020348967984318733, 0.10042338073253632, -0.005430515389889479, -0.0010750506771728396, 0.008972100913524628, -0.004771897103637457, -0.017954107373952866, -0.04322405159473419, -0.01774156279861927, 0.002313190372660756, 0.014190365560352802, 0.010636771097779274, -0.003180128987878561, 0.030637718737125397, 0.02099783718585968, 0.0048545049503445625, -0.017559466883540154, 0.01635761372745037, 0.0023010256700217724, -0.0314992293715477, -0.009388074278831482, -0.022622166201472282, 0.01390924397855997, 0.015726804733276367, -0.02326485887169838, -0.000664992374368012, -0.035951483994722366, -0.03417600318789482, -0.009905894286930561, 0.0028536655008792877, 0.006755650509148836, -0.012220848351716995, -0.0412151925265789, -0.015231856144964695, 0.03676746413111687, 0.03846616670489311, -0.016960909590125084, 0.013649525120854378, 0.006974261254072189, -0.011032188311219215, 0.015368589200079441, -0.014965787529945374, 0.005216122139245272, -0.012742148712277412, 0.009745371527969837, 0.005998549517244101, -0.008391437120735645, -0.010678539983928204, 0.05341967195272446, 0.027307545766234398, 0.011017979122698307, 0.016299180686473846, 0.006605229340493679, 0.00913962721824646, 0.009406165219843388, -0.013393140397965908, -1.3248349972627693e-8, -0.046492286026477814, -0.02339673973619938, 0.0047147744335234165, 0.024438999593257904, 0.06190253794193268, 0.009044131264090538, -0.016052894294261932, -0.0013365326449275017, 0.021714502945542336, -0.022460943087935448, -0.002432787325233221, 0.0012362039415165782, 0.02173968218266964, -0.007332335226237774, 0.034612078219652176, -0.04937315359711647, -0.042060188949108124, -0.02658725529909134, 0.01757337711751461, 0.021113799884915352, 0.004712933674454689, 0.021098589524626732, -0.029590077698230743, 0.003154909238219261, 0.02531806379556656, 0.014045972377061844, 0.005651879124343395, -0.07610533386468887, -0.01895359344780445, -0.007198153529316187, 0.02067478746175766, -0.0350201353430748, -0.02782321535050869, 0.006182604935020208, -0.021165404468774796, -0.007683728355914354, 0.02614613249897957, -0.031527865678071976, -0.009347916580736637, 0.004747963510453701, 0.021041294559836388, -0.0031171664595603943, 0.02400759421288967, -0.029563892632722855, -0.012883755378425121, -0.0022752827499061823, -0.03229203447699547, -0.0061319987289607525, 0.011239567771553993, -0.01685602031648159, -0.013049769215285778, 0.005128868855535984, -0.0029042912647128105, 0.04283812642097473, 0.007410726975649595, 0.004618838429450989, 0.03825432434678078, -0.038518961519002914, 0.004165163729339838, 0.010350669734179974, 0.04860204458236694, -0.006955585442483425, -0.03315654769539833, -0.005976940505206585 ]
f-overloading-functionspattern-matching
https://markhneedham.com/blog/2009/04/28/f-overloading-functionspattern-matching
false
2009-04-10 19:28:18
Pair Programming: The Code Fairy
[ "pair-programming" ]
[ "Pair Programming" ]
One of the hardest situations that comes up when pair programming is when you want to solve a problem in a certain way but you can't persuade your pair that it's the approach you should take. The temptation in these situations is to wait until your pair isn't around, maybe by staying late at the end of the day or coming in early the next day and then making the changes to the code that you wanted to make but didn't when you were pairing with them. My colleague http://camswords.wordpress.com/[Cam Swords] has coined this pattern of behaviour '*the code fairy*' and it's something that we want to try and avoid in software development teams. The thing to note here is that you're following another direction than you had been when pairing, not that you're working alone on the code just because you're pair can't work with you at the moment for example. The problem with following this approach is that you *lose the benefit of pairing* in that you have two eyes looking at the code and reducing the likelihood of stupid code being put into the code base - by stupid I mean code which has been written with cleverness in mind rather than simplicity. I find that when I work alone those types of ideas are much more likely to seem a good idea than when I have someone else there to put me right. When we can't convince our pair to follow our approach it is often due to the fact that we can't articulate why we prefer it well enough to convince them. In a recent conversation with Cam about the problem of persuading people of our approach he pointed out that even if we are really good at constructing an argument for why our approach is better our pair may still not want to do it and we can't do a lot about it. Most recently I've been really enthused by the idea of writing http://blog.objectmentor.com/articles/2009/03/22/the-sucessor-value-pattern[functional OO code] but I find it very frustrating that I can't currently clearly explain why I prefer this approach to writing code over an approach which favours there being more mutable state. I really want to go and change the code to follow that approach but it would be inconsistent with the rest of the code base as well as being less clear to my team mates since it would have been me who wrote it alone rather than doing it in collaboration with a colleague. Another problem is that since we ended up going and re-writing the code ourselves the same situation will happen again in the future so *we haven't really achieved anything apart from temporarily making the code a bit better in our eyes*. In addition there are now less people on the team who understand that particular bit of code which is not a good position to be in when we're working in a team. It's definitely not easy to resist the urge to go and 'fix' the code on our own but for the benefit of our team mates it's something we need to consider.
null
null
[ 0.026194235309958458, 0.009429041296243668, -0.012900992296636105, 0.04224406182765961, 0.07069100439548492, 0.040047235786914825, 0.03939659520983696, 0.03863478824496269, 0.033630747348070145, -0.024835992604494095, -0.02345830388367176, 0.008464822545647621, -0.07034360617399216, -0.002113435184583068, -0.0608406662940979, 0.06902223080396652, 0.06568094342947006, -0.02917667292058468, 0.02340114116668701, 0.0013520244974642992, 0.02329019457101822, 0.08082594722509384, 0.005348748993128538, 0.024631062522530556, 0.04293075576424599, 0.015983182936906815, 0.009334812872111797, 0.0013657850213348866, -0.04347671568393707, -0.01952902041375637, 0.051489800214767456, -0.00026282996986992657, 0.014763354323804379, -0.009523328393697739, 0.0051953899674117565, -0.01872236281633377, -0.015347174368798733, 0.019057052209973335, 0.026148002594709396, 0.01835118606686592, -0.05820838361978531, 0.049718938767910004, -0.0045197587460279465, 0.0008917055674828589, -0.03401193395256996, -0.007856490090489388, -0.05183783546090126, 0.011547114700078964, -0.004610851872712374, -0.012006271630525589, -0.07402998954057693, 0.039530009031295776, 0.016543643549084663, -0.004029819741845131, -0.01617506891489029, 0.05369002744555473, 0.034663308411836624, -0.07657623291015625, 0.0016394532285630703, -0.03838474676012993, -0.013536853715777397, 0.0035864883102476597, 0.022406334057450294, 0.03661870211362839, 0.016914095729589462, -0.014105569571256638, -0.0011485059512779117, 0.04271214082837105, -0.03002743050456047, -0.00950563233345747, -0.010694731026887894, 0.007091921754181385, -0.02733110822737217, -0.026759149506688118, -0.013573949225246906, -0.03406555950641632, 0.0006015425897203386, 0.059047847986221313, 0.02693372778594494, 0.046524398028850555, -0.004983589984476566, 0.0468502901494503, -0.017711428925395012, 0.01677272468805313, 0.009692118503153324, -0.03133578971028328, 0.021008120849728584, -0.008287141099572182, -0.06573326140642166, 0.05535449460148811, 0.026412358507514, -0.0701710507273674, 0.007668946869671345, 0.0470893420279026, -0.0004222397110424936, 0.019969621673226357, 0.019756199792027473, 0.018974091857671738, 0.002383823972195387, -0.008940599858760834, -0.01806740090250969, -0.02109934575855732, 0.00431822519749403, -0.012068175710737705, -0.07734644412994385, -0.005768522620201111, -0.013342355377972126, -0.023529555648565292, 0.0037023285403847694, 0.013920729048550129, -0.04037253186106682, 0.015568890608847141, -0.011022569611668587, 0.008857819251716137, -0.06814848631620407, 0.06252045184373856, -0.007933255285024643, -0.033460427075624466, -0.022522639483213425, 0.0013477230677381158, 0.0366794653236866, 0.015453257597982883, -0.007403452415019274, 0.07555099576711655, 0.01056772843003273, 0.027675971388816833, -0.019900383427739143, 0.0651860237121582, -0.018553627654910088, -0.043983276933431625, -0.023632774129509926, 0.049449365586042404, -0.039116062223911285, -0.02248331531882286, -0.003039959352463484, -0.031146949157118797, -0.006709016859531403, 0.019453855231404305, 0.014115512371063232, 0.06640259921550751, -0.0229201503098011, -0.03682153299450874, 0.03547075763344765, 0.0132760563865304, 0.011502311564981937, -0.0002995275426656008, 0.0021045466419309378, 0.002964574843645096, -0.027995917946100235, -0.015509865246713161, -0.007725415751338005, 0.01889529637992382, 0.01477494090795517, -0.04446212202310562, 0.024519294500350952, 0.08604191988706589, 0.025861894711852074, 0.031172821298241615, -0.006820200476795435, 0.03815826401114464, 0.021741226315498352, 0.007715515326708555, -0.008281911723315716, 0.03382075950503349, 0.023956799879670143, -0.012105844914913177, 0.008294632658362389, 0.03334309533238411, 0.00324268895201385, 0.03187308833003044, -0.05955532193183899, -0.03419117256999016, 0.05150362476706505, -0.04991835355758667, -0.018243052065372467, 0.029481306672096252, 0.0733477994799614, 0.022903582081198692, 0.03270518407225609, 0.026951411738991737, -0.0746917650103569, 0.0214389655739069, 0.005128616467118263, 0.005288866814225912, 0.006621234118938446, -0.00918081495910883, 0.048355743288993835, 0.0339999794960022, -0.009817026555538177, 0.03802115470170975, -0.0784381777048111, -0.0772952288389206, -0.029593365266919136, -0.028719641268253326, 0.07288356870412827, -0.04686107113957405, -0.0030401088297367096, 0.06516077369451523, 0.011847843416035175, 0.05709807202219963, 0.0448780432343483, -0.009412196464836597, 0.009274757467210293, -0.01795404963195324, -0.04830489307641983, 0.04923899099230766, 0.06477469950914383, -0.01213130634278059, -0.061221618205308914, 0.009567154571413994, -0.006986137945204973, -0.013162256218492985, 0.03122684173285961, -0.022226527333259583, 0.04985890910029411, 0.005693917162716389, 0.054819729179143906, -0.027580086141824722, 0.05356322228908539, -0.05750162526965141, -0.026856618002057076, -0.022635284811258316, -0.019765038043260574, 0.01612415537238121, 0.012998556718230247, 0.10553741455078125, 0.06465640664100647, -0.06945919990539551, -0.03653252124786377, 0.031316496431827545, 0.034794341772794724, -0.03799225762486458, 0.01315013226121664, -0.006001753732562065, 0.006976480595767498, 0.011382819153368473, -0.0646427795290947, -0.030428266152739525, 0.014898071996867657, -0.043402157723903656, 0.008092425763607025, 0.06401173025369644, -0.03635375574231148, 0.057208724319934845, -0.03137727826833725, -0.0185535978525877, -0.002913890639320016, -0.022238321602344513, -0.05535045638680458, 0.038264788687229156, 0.00987075176090002, -0.020284835249185562, 0.05493197590112686, -0.013919821009039879, -0.04022786393761635, -0.05271797999739647, -0.016074886545538902, -0.007796308491379023, 0.05176205560564995, 0.04939285293221474, -0.008320272900164127, 0.053261611610651016, -0.01165442168712616, 0.02014489658176899, -0.007391436956822872, -0.05281008034944534, -0.04122977703809738, -0.013202130794525146, -0.005489981267601252, 0.027776233851909637, -0.019725726917386055, 0.002667561871930957, 0.023683708161115646, 0.0106969540938735, -0.03157500922679901, -0.013688845559954643, 0.029519181698560715, -0.005171495024114847, -0.007448076736181974, -0.037412889301776886, -0.01385337021201849, 0.04903990030288696, -0.03496888652443886, -0.01552987564355135, -0.0038933756295591593, -0.06931060552597046, 0.05497930943965912, -0.06093161180615425, -0.06194404885172844, 0.005200919229537249, 0.03541400656104088, 0.05683799460530281, -0.01624010130763054, 0.029170149937272072, 0.06523014605045319, 0.010075555182993412, 0.01854989118874073, -0.0011952313361689448, 0.0041490038856863976, 0.039889536798000336, 0.028432484716176987, 0.01059778779745102, 0.03258910030126572, -0.0013462997740134597, -0.017200078815221786, -0.04630777984857559, 0.0673440620303154, -0.01070472039282322, -0.28962093591690063, 0.03032347559928894, 0.00631380220875144, -0.04972843825817108, 0.024344678968191147, -0.02107418328523636, 0.008920756168663502, -0.058687251061201096, -0.012278196401894093, 0.01966038905084133, -0.03897767886519432, -0.05131207033991814, -0.03494817763566971, 0.0406937301158905, -0.0007597422227263451, 0.020647579804062843, 0.0006020610453560948, -0.019663413986563683, 0.003954017534852028, 0.05421249195933342, -0.00244011078029871, -0.06572912633419037, 0.013657347299158573, 0.021134812384843826, 0.028532780706882477, 0.04451686516404152, -0.09296715259552002, 0.04456998407840729, -0.05065929517149925, -0.011415292508900166, -0.0042457557283341885, 0.009617652744054794, 0.0031238580122590065, -0.028534695506095886, -0.002501507755368948, -0.005723847541958094, 0.0501236617565155, 0.003294921014457941, -0.019637763500213623, 0.05020841211080551, -0.02460564114153385, -0.02852736972272396, 0.006167634855955839, 0.033501576632261276, 0.06986279785633087, -0.007853507064282894, -0.06762958317995071, -0.002685824641957879, -0.03039960376918316, 0.08478178828954697, -0.059352707117795944, -0.03393692150712013, 0.016194650903344154, 0.03861168026924133, -0.00033545002224855125, -0.033742018043994904, 0.009817937389016151, -0.010617938823997974, -0.017132863402366638, -0.01213130820542574, -0.03077971749007702, -0.04314333200454712, 0.009946979582309723, -0.057567644864320755, 0.017504651099443436, -0.058156002312898636, -0.05999821797013283, -0.013428939506411552, 0.0586039274930954, 0.026376288384199142, -0.0314464345574379, 0.013983442448079586, -0.0009481783490628004, -0.11195772141218185, -0.01014369074255228, -0.0027299602515995502, -0.0038585199508816004, -0.027132825925946236, -0.004900019150227308, 0.042106568813323975, -0.02119857259094715, -0.06554048508405685, 0.013560782186686993, 0.019401224330067635, 0.03753483295440674, -0.013700305484235287, 0.026998205110430717, -0.0035429615527391434, -0.030640162527561188, 0.021084053441882133, 0.057428471744060516, 0.014704792760312557, -0.03127032518386841, -0.015541676431894302, 0.03393585607409477, 0.008674689568579197, 0.03420373052358627, -0.029689421877264977, -0.001960448455065489, 0.032518234103918076, -0.020068584010004997, -0.04975590482354164, 0.03927795588970184, -0.006466532126069069, -0.007722748909145594, -0.021777721121907234, -0.05334283038973808, 0.0355491079390049, 0.04276300221681595, 0.038412973284721375, -0.011669931001961231, -0.019427523016929626, 0.0014560321578755975, -0.03597359359264374, -0.04893495887517929, -0.01983991265296936, -0.002429327927529812, 0.03670961409807205, -0.01594524085521698, -0.014013362117111683, -0.06410722434520721, 0.002483019605278969, -0.0035583574790507555, 0.01881401427090168, -0.07341891527175903, -0.032327815890312195, -0.03127755597233772, -0.04617517814040184, 0.00928724929690361, 0.023799177259206772, -0.013684273697435856, 0.0419405959546566, 0.022690894082188606, -0.05573507770895958, 0.009909747168421745, -0.015039291232824326, -0.045908331871032715, -0.015083958394825459, -0.031189844012260437, -0.021563805639743805, 0.006157174240797758, 0.024341506883502007, 0.006477825343608856, 0.02979939803481102, 0.02437002770602703, 0.0011904009152203798, 0.028150679543614388, -0.02440734952688217, 0.028367051854729652, 0.024492667987942696, -0.005852951668202877, -0.08638002723455429, 0.022870350629091263, -0.03771119937300682, -0.028889227658510208, -0.03492084518074989, 0.015896007418632507, -0.012662854976952076, -0.04240204021334648, -0.0040472750551998615, 0.01124840322881937, -0.04387357458472252, -0.04989384114742279, -0.0427996963262558, 0.046929843723773956, 0.06576893478631973, -0.02837221324443817, 0.014471890404820442, -0.0346977673470974, -0.02184874750673771, 0.00017481751274317503, 0.02659466862678528, -0.04876261204481125, 0.005555838346481323, 0.006498516071587801, -0.01132245548069477, -0.009520299732685089, -0.00527844438329339, 0.026367854326963425, 0.008501826785504818, -0.0007036976749077439, -0.020512014627456665, 0.01480576116591692, 0.009399469010531902, 0.05194839835166931, 0.001879638060927391, -0.00026438519125804305, -0.0194014310836792, -0.0002448653685860336, -0.011532592587172985, -0.056201256811618805, -0.012566545978188515, 0.007819311693310738, 0.03193746879696846, -0.03734578192234039, -0.06985501199960709, 0.029698843136429787, 0.0517355278134346, 0.014196427538990974, 0.020107105374336243, -0.011282546445727348, 0.008261213079094887, -0.0316876657307148, 0.015965264290571213, 0.08531877398490906, -0.043144531548023224, 0.010348097421228886, -0.01664900965988636, 0.006421027705073357, 0.01575729064643383, -0.004396575503051281, -0.04839048534631729, -0.0281372107565403, -0.025085655972361565, 0.0013244480360299349, -0.051891736686229706, -0.0350177064538002, -0.0015787851298227906, 0.011602167971432209, 0.0019966671243309975, -0.016344673931598663, -0.019009919837117195, 0.004800314549356699, -0.023340467363595963, -0.02933322638273239, 0.017502425238490105, -0.052858904004096985, 0.024982556700706482, 0.03039364516735077, -0.019536975771188736, 0.014049257151782513, -0.03581549972295761, 0.019552292302250862, 0.013562030158936977, -0.012012158520519733, -0.023960383608937263, -0.02958972379565239, 0.011275900527834892, 0.011930691078305244, 0.039472684264183044, 0.002247794298455119, -0.026368213817477226, -0.023041777312755585, -0.015328691340982914, -0.0425899513065815, 0.027806490659713745, -0.03047795593738556, -0.015569680370390415, 0.017851730808615685, 0.060146696865558624, 0.012450081296265125, 0.03262541815638542, 0.006635801400989294, -0.006345140747725964, 0.044507332146167755, -0.04905528575181961, -0.02903204783797264, -0.043110478669404984, -0.05749635398387909, -0.000741702679079026, 0.009509905241429806, 0.02270425483584404, -0.04390079528093338, 0.03576911240816116, 0.032651349902153015, 0.04809106886386871, 0.03611229360103607, -0.004563409369438887, 0.03373584523797035, -0.051114413887262344, 0.01812625117599964, -0.08122840523719788, 0.011409904807806015, 0.02635246142745018, 0.012438582256436348, -0.014672651886940002, -0.012347010895609856, -0.02464277669787407, 0.03248007595539093, -0.06760447472333908, -0.012493434362113476, 0.035281818360090256, 0.005327063612639904, 0.004857238847762346, 0.011088026687502861, -0.07448310405015945, 0.024451255798339844, 0.024673402309417725, -0.04725244641304016, -0.01913984678685665, -0.030218685045838356, 0.05059225484728813, 0.0027793319895863533, 0.03173436224460602, -0.01722360961139202, -0.017742494121193886, 0.06120400130748749, 0.006755518261343241, 0.00037274695932865143, 0.05325482040643692, -0.008237059228122234, 0.04507772624492645, 0.043647006154060364, 0.010803618468344212, -0.015624869614839554, 0.010066493414342403, -0.008818080648779869, -0.07390956580638885, 0.033371079713106155, 0.022266998887062073, -0.05548683926463127, -0.020372793078422546, 0.0686652734875679, 0.0191891361027956, -0.036615077406167984, -0.026950379833579063, 0.0033490650821477175, -0.06534869968891144, 0.0030032226350158453, -0.011088239029049873, -0.01778498850762844, -0.044465284794569016, 0.052680015563964844, 0.000734349072445184, 0.0033244595397263765, 0.0636383667588234, 0.009649359621107578, -0.015316891483962536, -0.019409867003560066, 0.08840402960777283, 0.07248849421739578, 0.06844501942396164, 0.010238838382065296, 0.07288043946027756, -0.018641868606209755, -0.0349208302795887, 0.015279400162398815, -0.00998874381184578, -0.02153094671666622, -0.031813450157642365, 0.04162336885929108, 0.04344934970140457, -0.02181389182806015, 0.057706378400325775, -0.02106780745089054, -0.02155597321689129, 0.015004763379693031, 0.030193492770195007, 0.008562350645661354, 0.08286671340465546, 0.029365194961428642, 0.007859780453145504, -0.0269010029733181, -0.048986975103616714, 0.028091631829738617, -0.035606544464826584, -0.013929476961493492, 0.028418879956007004, 0.004915246739983559, 0.014822890982031822, 0.030686942860484123, 0.03276963159441948, 0.07988797873258591, -0.051420073956251144, -0.0028257211670279503, -0.005187519825994968, 0.0469246469438076, -0.026187250390648842, 0.012359609827399254, -0.028044937178492546, -0.02037033438682556, 0.01972782239317894, -0.015003434382379055, -0.012580901384353638, -0.02368822693824768, -0.01646827720105648, 0.06406990438699722, -0.026928724721074104, -0.015341226011514664, 0.0011201882734894753, 0.014901941642165184, -0.039684925228357315, -0.05949629098176956, -0.03485434502363205, -0.0382009781897068, -0.05080145224928856, -0.025100473314523697, 0.012921526096761227, -0.007347703445702791, -0.04021638259291649, -0.011673202738165855, -0.011711960658431053, -0.0332263745367527, 0.03244843706488609, -0.0484393835067749, -0.011116232722997665, 0.02393256686627865, 0.03167691081762314, 0.039205051958560944, 0.023923175409436226, 0.03282591328024864, -0.009483079425990582, -0.013121718540787697, -0.012594674713909626, 0.019463079050183296, 0.013829251751303673, 0.009026514366269112, 0.002278172643855214, -0.07765981554985046, 0.008522465825080872, 0.03871630132198334, -0.008449999615550041, -0.06461203098297119, 0.025128908455371857, 0.00808156281709671, 0.0008218565490096807, 0.0572555735707283, -0.04240390285849571, 0.0001692388323135674, -0.044701963663101196, 0.0029211705550551414, -0.013018881902098656, 0.02812221646308899, 0.05099448561668396, -0.023076441138982773, 0.0807209312915802, 0.010123890824615955, -0.0214574933052063, -0.045208923518657684, -0.011840298771858215, 0.007640685886144638, -0.002834236016497016, -0.011096751317381859, -0.03695379197597504, -0.0013243246357887983, -0.0700344517827034, -0.025707243010401726, 0.024562662467360497, -0.030910484492778778, -0.02402425929903984, 0.04649176821112633, 0.04298590496182442, -0.04969590902328491, 0.0497780404984951, -0.05737979710102081, 0.03811487928032875, -0.01586306467652321, -0.00779182743281126, 0.02152235247194767, 0.006462324410676956, -0.015531041659414768, -0.0004994219052605331, -0.002885750960558653, -0.0517553836107254, 0.0015343682607635856, 0.013237468898296356, 0.045911602675914764, 0.02089325338602066, -0.005830409936606884, 0.007736234460026026 ]
[ -0.10974571108818054, -0.005767363123595715, -0.048984505236148834, -0.02609766460955143, 0.02895343117415905, -0.028985733166337013, 0.004377577919512987, 0.014791815541684628, 0.014260473661124706, -0.0358450822532177, -0.009443086571991444, -0.0021675601601600647, 0.030277440324425697, -0.018035735934972763, 0.08602546900510788, 0.010736929252743721, -0.030004408210515976, -0.062056150287389755, -0.005993345752358437, 0.03430016711354256, 0.02178879640996456, -0.05510146543383598, -0.041069962084293365, -0.028638528659939766, 0.002328139031305909, 0.029006274417042732, 0.024816015735268593, -0.043311089277267456, 0.027251653373241425, -0.1874704509973526, -0.0037786641623824835, 0.029854843392968178, 0.060191214084625244, -0.02888019196689129, -0.007378951646387577, 0.05433560162782669, 0.027550432831048965, 0.011165931820869446, -0.016864918172359467, 0.03687110170722008, -0.008523860014975071, 0.007720523979514837, -0.030221182852983475, -0.04880940541625023, 0.012984354980289936, 0.012580864131450653, 0.011189361102879047, -0.03571329638361931, -0.03577101230621338, 0.010681304149329662, -0.06132368743419647, -0.0437321811914444, -0.026262208819389343, -0.02500099502503872, -0.004120599012821913, 0.05508242920041084, 0.038189783692359924, 0.061492882668972015, -0.02865779399871826, 0.039234478026628494, 0.01038562785834074, -0.027793539687991142, -0.11486976593732834, 0.0653253123164177, 0.05131809040904045, 0.06386278569698334, -0.040428292006254196, -0.011677686125040054, -0.019165726378560066, 0.11512916535139084, 0.02780252881348133, -0.026815121993422508, -0.02427685633301735, 0.03275996074080467, 0.018214259296655655, 0.0023572121281176805, -0.0021719597280025482, 0.026509122923016548, 0.04356880486011505, -0.03245975077152252, -0.04695935919880867, -0.013782145455479622, -0.009703200310468674, 0.004278343170881271, -0.029608745127916336, 0.021807555109262466, -0.010875366628170013, 0.03395038843154907, 0.039188314229249954, 0.008926358073949814, 0.03875943273305893, -0.014408841729164124, 0.033947836607694626, -0.021806897595524788, -0.07634417712688446, 0.013471878133714199, 0.013353105634450912, 0.00797188002616167, -0.0684676319360733, 0.4541012942790985, -0.046907734125852585, -0.027204763144254684, 0.0748998373746872, 0.026821279898285866, -0.00927484966814518, -0.003904092824086547, 0.00016731709183659405, -0.05637035891413689, 0.028863048180937767, -0.04163830354809761, 0.014996896497905254, 0.006994983647018671, 0.06408116221427917, -0.03717596083879471, 0.008199617266654968, 0.052277661859989166, 0.02583772875368595, 0.03790530189871788, 0.017161909490823746, -0.010123738087713718, -0.004363569431006908, 0.01096286065876484, 0.01996607333421707, 0.013786745257675648, -0.0192127488553524, -0.051164645701646805, 0.00629905192181468, 0.05072403326630592, 0.026422783732414246, -0.011617380194365978, 0.07306581735610962, -0.042205002158880234, -0.02859075739979744, 0.008117028512060642, -0.02088170126080513, -0.003931984771043062, 0.015667909756302834, -0.01483196672052145, 0.00935214851051569, 0.047150805592536926, 0.02212296798825264, -0.024591214954853058, 0.02469969354569912, -0.002146488521248102, -0.015066584572196007, 0.10852805525064468, -0.008818196132779121, -0.02940179407596588, -0.012827564962208271, -0.021004939451813698, 0.0009432032238692045, 0.022596554830670357, -0.009258696809411049, -0.0657835602760315, 0.02497682347893715, 0.006270589306950569, 0.08371002227067947, -0.022252872586250305, -0.057447515428066254, 0.012894387356936932, -0.02368558570742607, -0.0019140241201967, -0.07371733337640762, 0.006936033256351948, 0.07772012799978256, -0.08014652878046036, 0.017024429515004158, -0.006164712365716696, 0.033458564430475235, -0.05824538320302963, -0.005070804618299007, 0.006050574127584696, -0.009218092076480389, -0.015261070802807808, 0.03870049864053726, -0.030296485871076584, -0.05406999960541725, 0.009203650057315826, 0.06004007160663605, 0.02563784085214138, 0.006370882038027048, 0.025549713522195816, -0.03578420355916023, 0.012866215780377388, -0.02831447869539261, -0.08298780024051666, -0.03291141986846924, -0.00177021196577698, -0.03328792750835419, -0.00520804850384593, -0.011522773653268814, -0.03576381877064705, -0.07577208429574966, 0.0984637588262558, -0.027971189469099045, -0.038489699363708496, 0.03801748529076576, -0.016374167054891586, -0.05632319301366806, 0.0007623271667398512, -0.05176691338419914, 0.03638041764497757, -0.018914317712187767, 0.01907174289226532, -0.05924505367875099, 0.03932918608188629, 0.05197394639253616, -0.05682871490716934, 0.08020684123039246, 0.05117340013384819, -0.018345005810260773, -0.04336792603135109, 0.0059224520809948444, 0.029207907617092133, -0.0013320305151864886, -0.02325497381389141, -0.010279969312250614, 0.04111018404364586, 0.00019048077228944749, 0.03489503264427185, -0.03394579514861107, 0.009926168248057365, 0.028318963944911957, -0.34301066398620605, -0.029316894710063934, -0.020367734134197235, -0.00501876138150692, 0.023278072476387024, -0.0675085186958313, 0.014015830121934414, -0.02507808990776539, -0.06476787477731705, 0.018698953092098236, 0.08040888607501984, -0.020106784999370575, -0.013217422179877758, -0.08033005148172379, -0.014663919806480408, 0.030615760013461113, -0.030764929950237274, -0.0049889832735061646, -0.03284025564789772, 0.01753171533346176, -0.009611881338059902, -0.0034120818600058556, -0.013406871818006039, -0.06555155664682388, 0.005686872638761997, -0.031853970140218735, 0.0965803861618042, -0.011270539835095406, 0.09723643213510513, -0.012705935165286064, 0.028470970690250397, -0.006064077839255333, 0.02405015379190445, -0.11220266669988632, 0.01631230115890503, -0.008998150937259197, 0.013961976394057274, -0.06265352666378021, 0.05300677567720413, -0.03640838712453842, -0.06806407868862152, 0.0044147246517241, -0.05996277183294296, -0.02530616894364357, -0.06258591264486313, 0.012991975992918015, -0.03463441878557205, -0.031963374465703964, -0.022455189377069473, 0.07522047311067581, 0.020303163677453995, 0.01928495615720749, 0.016939248889684677, -0.0072191208600997925, -0.009468522854149342, -0.03887292370200157, -0.0979437604546547, 0.02375776879489422, 0.02018195390701294, -0.007594674825668335, 0.03903529793024063, 0.060610946267843246, 0.017869556322693825, -0.051008861511945724, 0.010603990405797958, 0.008962307125329971, 0.006444551050662994, -0.0026410813443362713, 0.04134341701865196, 0.02205761894583702, 0.0025128901470452547, 0.10813514143228531, 0.009845796972513199, -0.02857847884297371, 0.017140375450253487, 0.029885273426771164, -0.018784575164318085, 0.017162175849080086, -0.004594798665493727, -0.026430586352944374, 0.03157604858279228, -0.021352266892790794, 0.03301405534148216, -0.03225376456975937, -0.0076290313154459, -0.006053089164197445, -0.004386650398373604, -0.028666794300079346, 0.06523478776216507, 0.013380229473114014, -0.03128154203295708, -0.006227023433893919, -0.011255929246544838, -0.04781799390912056, 0.09597992897033691, -0.0006712267640978098, -0.25837084650993347, -0.001264406368136406, 0.045722510665655136, 0.05420277640223503, -0.027766771614551544, 0.04214527830481529, 0.032786350697278976, -0.04972730949521065, -0.02276451140642166, -0.027110766619443893, 0.007538933772593737, 0.027707230299711227, 0.0013680743286386132, 0.014839913696050644, 0.052743248641490936, -0.00932858046144247, 0.04478929936885834, -0.004826969001442194, 0.0210990272462368, -0.007665104698389769, 0.03229473903775215, -0.007540385238826275, 0.15552346408367157, 0.0006758304662071168, 0.05282643809914589, 0.013451050966978073, 0.012555588968098164, 0.02609434723854065, 0.06867478787899017, 0.0021121487952768803, -0.022171905264258385, 0.026523465290665627, 0.026873281225562096, -0.016615381464362144, 0.02286083810031414, -0.052185144275426865, -0.023920360952615738, 0.0028089971747249365, 0.061210259795188904, 0.009410165250301361, 0.009353726170957088, 0.003299084957689047, -0.01226704940199852, 0.0025675471406430006, 0.08056437224149704, 0.02725577913224697, 0.012079943902790546, -0.007175968494266272, -0.050078850239515305, 0.0018485627369955182, -0.041025977581739426, -0.029325172305107117, -0.001851441920734942, 0.007136630825698376, 0.016563909128308296, 0.04698509722948074, 0.016941621899604797, -0.015427538193762302, -0.03241509944200516, 0.013904174789786339, -0.003338517853990197, -0.011709976941347122, 0.09148096293210983, 0.037803713232278824, 0.010382016189396381 ]
[ -0.030911538749933243, 0.014772080816328526, -0.019957853481173515, 0.007502314634621143, 0.0016611317405477166, 0.040747903287410736, -0.006155329756438732, 0.0289845559746027, 0.013661444187164307, -0.002803463488817215, 0.007869542576372623, 0.017873218283057213, 0.010175446048378944, 0.004839298315346241, 0.01759694330394268, -0.0035205904860049486, -0.02686910144984722, -0.027110891416668892, 0.026659097522497177, 0.036986757069826126, -0.030463794246315956, -0.003259384771808982, -0.015018409118056297, -0.016377165913581848, -0.0031934347935020924, -0.011157178319990635, 0.0010816713329404593, -0.022526664659380913, 0.01889038272202015, -0.11941607296466827, -0.059407658874988556, -0.015660325065255165, 0.02150409109890461, 0.02492469921708107, -0.04560057073831558, -0.016510987654328346, 0.04720470681786537, 0.022184699773788452, -0.001661334652453661, -0.029489679262042046, -0.039266444742679596, 0.007289545144885778, 0.01808338239789009, 0.008452185429632664, 0.014097575098276138, 0.013274835422635078, 0.006746362894773483, -0.03130463883280754, -0.0052076680585742, -0.04133132845163345, -0.06093090772628784, 0.014161581173539162, -0.012822712771594524, -0.023003846406936646, 0.03526332974433899, 0.017129110172390938, 0.004957572557032108, -0.03808589279651642, -0.0065111382864415646, -0.002901040716096759, -0.0024488018825650215, -0.00006496087735285982, -0.03830395266413689, -0.018733514472842216, -0.0020441096276044846, -0.008721988648176193, -0.0012321246322244406, 0.02092861384153366, -0.030807487666606903, -0.0007206125883385539, -0.0239182710647583, 0.005803340580314398, -0.031843990087509155, 0.00829666294157505, -0.018449923023581505, 0.05014643445611, -0.023527977988123894, -0.04468949884176254, 0.02805054746568203, -0.03818488121032715, -0.06881902366876602, 0.009242457337677479, 0.00657181441783905, 0.02844885177910328, 0.043604329228401184, -0.0071116844192147255, 0.022291719913482666, -0.012897376902401447, 0.021189942955970764, -0.0059636542573571205, -0.029703373089432716, 0.04993780702352524, -0.026372049003839493, 0.007561413571238518, -0.08489707112312317, 0.013910033740103245, 0.0001333474210696295, 0.001642892137169838, -0.0063874381594359875, 0.8359383940696716, 0.005758028011769056, 0.039175521582365036, 0.02278134413063526, -0.012923522852361202, 0.03345196694135666, 0.04338160902261734, 0.015028011985123158, -0.006323023233562708, 0.028001029044389725, -0.039959125220775604, 0.017908360809087753, -0.018655555322766304, 0.00010595329513307661, -0.015122052282094955, 0.048352789133787155, 0.04284156486392021, -0.001972349127754569, 0.020855171605944633, -0.009091774933040142, -0.015654925256967545, 0.025901786983013153, -0.007447038311511278, 0.02209535986185074, -0.017682703211903572, 0.03733402490615845, -0.18013253808021545, 0.029454054310917854, -7.484758240769368e-33, 0.04865124449133873, 0.014384569600224495, 0.00754771800711751, -0.014655224978923798, -0.020353972911834717, -0.010902250185608864, 0.007735704071819782, -0.024707239121198654, -0.04331178590655327, -0.02655796706676483, -0.008046767674386501, -0.022644096985459328, 0.023171009495854378, -0.01061499398201704, 0.020952973514795303, -0.04406172037124634, 0.017184630036354065, 0.00018392367928754538, -0.03538411110639572, 0.035866089165210724, 0.05380355939269066, 0.041886474937200546, -0.00667991116642952, 0.007423697970807552, -0.013958451338112354, 0.004037667065858841, 0.015512938611209393, 0.001382280606776476, 0.015245036222040653, -0.04125809296965599, 0.00885779969394207, 0.025621796026825905, -0.01833277940750122, -0.014004137367010117, -0.012377574108541012, -0.01538107544183731, -0.01853092573583126, -0.01059203501790762, -0.012121148407459259, -0.013971475884318352, -0.012907820753753185, 0.004747265949845314, -0.04472774267196655, -0.008493157103657722, 0.008594661951065063, -0.01129236351698637, 0.010840457864105701, 0.03292551636695862, -0.011808966286480427, -0.03370311111211777, -0.034434664994478226, 0.05015692487359047, -0.014929331839084625, 0.013597014360129833, -0.03962010145187378, 0.02644197642803192, -0.01327035017311573, -0.012114275246858597, 0.006513126194477081, 0.004677196498960257, 0.015636878088116646, -0.010853124782443047, -0.029293391853570938, -0.000284017703961581, -0.027890387922525406, 0.0010317275300621986, 0.0015938363503664732, -0.02156670019030571, 0.0267769917845726, -0.009522554464638233, -0.03320041298866272, 0.01583438739180565, 0.010840148665010929, -0.027315305545926094, -0.024766921997070312, 0.005031747743487358, 0.01101917028427124, -0.028480324894189835, 0.011582779698073864, 0.005641009658575058, -0.0326848141849041, 0.034679755568504333, 0.025571579113602638, -0.000590244831983, -0.00943890679627657, -0.01714310795068741, 0.01342348288744688, -0.020117511972784996, -0.046910449862480164, 0.07470296323299408, 0.01673729531466961, 0.026069359853863716, 0.015064009465277195, -0.050362780690193176, 0.034201689064502716, 7.336811991142814e-33, 0.006336566526442766, -0.015377351082861423, 0.004843594506382942, -0.004779542796313763, 0.052917949855327606, -0.0067591480910778046, 0.0160922110080719, -0.02565322071313858, -0.02972518280148506, 0.033013153821229935, -0.01410061027854681, -0.023373201489448547, 0.009289809502661228, -0.00023193456581793725, 0.062094151973724365, -0.010730467736721039, 0.013561815954744816, 0.005053326487541199, 0.04729555547237396, 0.008599171414971352, 0.0470348484814167, 0.002002003137022257, 0.03276083618402481, -0.0014086456503719091, 0.03245085850358009, 0.048548564314842224, -0.0025444086641073227, 0.000046170720452209935, 0.000623730942606926, -0.015603156760334969, 0.021459857001900673, -0.012808184139430523, 0.006849806290119886, -0.02932620979845524, 0.007036952301859856, 0.030837083235383034, -0.0482327826321125, -0.046455077826976776, -0.0019270250340923667, 0.004822095390409231, -0.018111474812030792, -0.013006986118853092, -0.025956740602850914, 0.010517934337258339, 0.0047621047124266624, 0.0026749034877866507, -0.008308213204145432, -0.002309771254658699, -0.017917582765221596, -0.011100267991423607, 0.05685291066765785, 0.05645141378045082, -0.030358269810676575, -0.040876347571611404, -0.0022367609199136496, -0.03395702689886093, -0.012061879970133305, 0.00834833923727274, 0.006005356553941965, 0.03141578659415245, 0.011338659562170506, -0.012119854800403118, -0.024354329332709312, -0.008805493824183941, -0.037663865834474564, 0.019016645848751068, -0.0008086259476840496, 0.03203129395842552, -0.020826799795031548, -0.005677918903529644, -0.021567266434431076, 0.005397078115493059, 0.031003931537270546, 0.03143032640218735, -0.017182033509016037, -0.04096025228500366, -0.049255307763814926, -0.017621271312236786, 0.016058335080742836, 0.02152923122048378, 0.011822715401649475, 0.01307512354105711, 0.028093185275793076, 0.03781106323003769, -0.023437146097421646, 0.043327849358320236, 0.0030207750387489796, 0.0582243874669075, 0.004110140260308981, -0.01410593930631876, -0.021795544773340225, -0.04567975923418999, 0.04095359519124031, 0.0007260203710757196, -0.030220087617635727, -1.3343977478541547e-8, -0.03167847543954849, 0.021092357113957405, -0.01812342181801796, 0.009757372550666332, -0.0017578569240868092, 0.0367915965616703, 0.007225009612739086, 0.006756901275366545, -0.022579869255423546, -0.010246179066598415, 0.060366541147232056, 0.0021034437231719494, 0.01085603702813387, -0.003846501698717475, 0.05040057748556137, -0.030738426372408867, -0.0007326676859520376, -0.05915253981947899, 0.01592283695936203, -0.001776037854142487, -0.005881167482584715, 0.024302953854203224, -0.0625930204987526, 0.03971923887729645, -0.03865837678313255, 0.03402036055922508, 0.00583229772746563, -0.07002165913581848, 0.0031904708594083786, 0.00421389052644372, 0.014501670375466347, -0.015844782814383507, -0.018484311178326607, 0.055270709097385406, 0.001285954611375928, -0.03127441555261612, -0.0295226089656353, 0.03682469576597214, 0.027471451088786125, 0.0026825089007616043, -0.011400710791349411, -0.003219634760171175, -0.015045988373458385, -0.005776919424533844, 0.0031487143132835627, 0.02128017693758011, -0.024690380319952965, -0.029926452785730362, -0.02842380292713642, -0.02246190793812275, 0.009447306394577026, 0.004414005670696497, 0.011940496042370796, 0.030627936124801636, -0.0010238428367301822, 0.0280266422778368, 0.0015833015786483884, -0.022712983191013336, -0.013134562410414219, -0.020451117306947708, 0.004523699637502432, -0.009965931065380573, -0.019928015768527985, -0.02861296758055687 ]
pair-programming-the-code-fairy
https://markhneedham.com/blog/2009/04/10/pair-programming-the-code-fairy
false
2009-04-19 23:03:01
Coding: Applying levels of abstraction
[ "coding", "software-development" ]
[ "Coding" ]
One interesting situation that we often arrive at when writing code is working out when the best time to apply a level of abstraction is. I think there is always a http://www.markhneedham.com/blog/2009/03/02/trade-offs-some-thoughts/[trade off] to be made when it comes to creating abstractions - creating the abstraction adds to the complexity of the code we're writing but it is often the case that creating it makes it easier for us to navigate the code base. The trick then seems to be working out when the benefits we get from making that abstraction outweigh the complexity/indirection that we create in the code. Of course if we can name the abstraction in an http://www.markhneedham.com/blog/2009/03/18/coding-make-it-obvious/[obvious] way that it need not be the case that we over complicate the code that much. If we apply a pattern or abstraction effectively then we would hope that the code becomes *more expressive and readable*. A recent situation where I was confronted with this decision was in a bit of code being used to render the view model for one of our pages. The code started out quite simple and there was originally just one path that we would go down when creating that model. Soon though there became a second path where the data being rendered differed slightly if there was a logged in user. It felt like there was a need to try and abstract this into a Model Renderer or something similar but it felt like I would be over engineering the solution if I went for this approach. Possible case of http://en.wikipedia.org/wiki/You_Ain%27t_Gonna_Need_It[YAGNI] linked to http://www.cuberick.com/2007/11/down-with-if.html[my dislike of having to write if statements in the code]! Anyway I didn't apply the abstraction and now unfortunately that code has ended up having 5 different paths and it's quite tricky to refactor since the logic is spread all over the place. Although I felt the decision I made at the time was reasonable I don't think it satisfied one of the ideas that I've picked up from speaking to http://dannorth.net/[Dan North] - that *we should make it easy for people to do the right thing in the code*. If I'd gone with the abstraction when I considered it then maybe the code would have taken a different and better direction. One idea suggested to me recently by http://pilchardfriendly.wordpress.com/[Nick] about when to create the abstraction is based on the idea of what I think might be a myth of the http://en.wikipedia.org/wiki/Australian_Aboriginal_enumeration[aboriginal counting system] but nevertheless is quite useful here. The idea is that we only have three numbers '1', '2', and 'Many'. When we reach the stage where we have 'Many' branches in an if/else statement for example that might be a good time to create an abstraction to take care of that complexity. I know there generally http://www.markhneedham.com/blog/2009/02/13/ferengi-programmer-and-the-dreyfus-model/[aren't rules that we can apply at all times in software development] but this seems a reasonable rule to keep in mind. Maybe it should also be the type of idea that goes together with the coding conventions that a team decides to follow.
null
null
[ 0.018227333202958107, -0.0029738997109234333, 0.016623735427856445, 0.03238828107714653, 0.07486734539270401, 0.006377877201884985, 0.01776924915611744, 0.03536481037735939, 0.017217840999364853, -0.037631019949913025, -0.006787443533539772, -0.004131550434976816, -0.06819557398557663, 0.01943059265613556, -0.02750442363321781, 0.08113260567188263, 0.06429579108953476, -0.017796410247683525, 0.02116536907851696, 0.006876303348690271, 0.02419644594192505, 0.0783657431602478, -0.008707392029464245, 0.018771303817629814, 0.019370457157492638, 0.013062115758657455, 0.01141760591417551, 0.0036393615882843733, -0.06665083020925522, -0.002000634092837572, 0.03251632675528526, 0.015393937937915325, 0.0005392757011577487, -0.013815000653266907, 0.0025005696807056665, -0.026015697047114372, -0.034357231110334396, 0.019533773884177208, 0.004619397688657045, 0.01420701015740633, -0.07186230272054672, 0.042278725653886795, 0.01230864878743887, 0.008142811246216297, -0.036281369626522064, -0.0017526298761367798, -0.031432051211595535, 0.0077953641302883625, -0.01034917775541544, -0.010058744810521603, -0.06322723627090454, 0.035135667771101, -0.02268335595726967, 0.02315221168100834, -0.017431296408176422, 0.061176951974630356, 0.03503992781043053, -0.07053771615028381, 0.00920875184237957, -0.05878789350390434, 0.021085331216454506, -0.0016590203158557415, 0.005782830063253641, 0.033767905086278915, 0.016229405999183655, -0.0021859516855329275, -0.017479345202445984, 0.03564208373427391, -0.03937571495771408, 0.0023125489242374897, 0.005482527893036604, 0.019134974107146263, -0.031067775562405586, -0.010448203422129154, 0.0037544104270637035, -0.030184732750058174, 0.0019439561292529106, 0.055537596344947815, 0.008463355712592602, 0.04822239652276039, -0.042661748826503754, 0.015031843446195126, 0.01877015270292759, 0.023107632994651794, 0.014332240447402, -0.041244834661483765, 0.003280417062342167, 0.001184352906420827, -0.050578393042087555, 0.05454634875059128, 0.02011416107416153, -0.06936661899089813, 0.028776170685887337, 0.03649582341313362, 0.00332649820484221, 0.019704557955265045, 0.016585344448685646, 0.011896300129592419, -0.017906082794070244, -0.0031328003387898207, -0.018713515251874924, -0.015527377836406231, 0.007127146236598492, -0.00547844497486949, -0.07695057988166809, -0.0008798699709586799, -0.025226842612028122, -0.009342558681964874, 0.015645815059542656, 0.0024393610656261444, -0.025497697293758392, 0.01056281290948391, -0.024239469319581985, -0.009241128340363503, -0.052849236875772476, 0.039442893117666245, 0.005920107942074537, -0.0276106558740139, -0.017865244299173355, 0.011497567407786846, 0.05280658230185509, 0.02648724801838398, -0.011160333640873432, 0.09572447836399078, 0.014916897751390934, 0.02163706347346306, -0.023437704890966415, 0.04589752107858658, -0.025124013423919678, -0.07018058747053146, -0.011605297215282917, 0.04202473163604736, -0.02484276331961155, -0.017477374523878098, 0.0033939629793167114, -0.03767142817378044, -0.0010761459125205874, 0.010212182998657227, 0.01916845329105854, 0.02334795705974102, -0.028832921758294106, -0.05378298833966255, 0.031663499772548676, -0.0033918158151209354, 0.008541608229279518, 0.006234598346054554, 0.012540650554001331, -0.021059850230813026, -0.01343953050673008, -0.006354128941893578, 0.00659283809363842, 0.030917851254343987, -0.0013250820338726044, -0.045816536992788315, 0.04583553597331047, 0.09348934143781662, 0.02155626192688942, 0.026318572461605072, -0.016893362626433372, 0.030156036838889122, 0.051700763404369354, 0.022674933075904846, 0.015674257650971413, 0.00882028229534626, 0.02112177014350891, -0.006019013002514839, 0.003060966497287154, 0.04452046379446983, -0.0018238878110423684, -0.007312865927815437, -0.05468912795186043, -0.04832359775900841, 0.06413456797599792, -0.05360472574830055, -0.03163662180304527, 0.04487960413098335, 0.09348836541175842, 0.024023115634918213, 0.05694395676255226, -0.027692001312971115, -0.07687181979417801, 0.0024129152297973633, 0.005182092543691397, 0.016408588737249374, 0.012336159124970436, -0.04237190634012222, 0.08043855428695679, 0.03272377327084541, -0.005001961253583431, 0.04175485670566559, -0.06960364431142807, -0.07153806835412979, -0.02137511782348156, -0.03587648272514343, 0.06454101949930191, -0.020703937858343124, -0.015223024412989616, 0.07425285875797272, 0.02952020801603794, 0.05372045561671257, 0.04082465171813965, 0.0060172840021550655, 0.02493034116923809, -0.033642273396253586, -0.024742893874645233, 0.03814544156193733, 0.061936963349580765, -0.004996463656425476, -0.05285835266113281, 0.02060004696249962, 0.003510060254484415, -0.026262713596224785, 0.03381754830479622, -0.00971364974975586, 0.02629675529897213, 0.011395769193768501, 0.05725765600800514, -0.022945109754800797, 0.05247509852051735, -0.047464143484830856, -0.006379790138453245, 0.0032644416205585003, -0.0048078931868076324, -0.008481367491185665, 0.011110030114650726, 0.10900060087442398, 0.04244287312030792, -0.06433368474245071, -0.03544210270047188, 0.0077372267842292786, 0.002309298375621438, -0.040999166667461395, -0.004988360218703747, -0.006319108419120312, -0.007456421852111816, -0.0074386196210980415, -0.05112466216087341, -0.0204178299754858, 0.020599599927663803, -0.03303128108382225, -0.00529406126588583, 0.058941375464200974, -0.03449762612581253, 0.0522017702460289, -0.03130798414349556, -0.013974091969430447, -0.004130312707275152, -0.023421939462423325, -0.057144660502672195, 0.022754766047000885, -0.0005172790260985494, -0.014290590770542622, 0.049820199608802795, -0.01590346172451973, -0.041035912930965424, -0.03407362848520279, -0.023330872878432274, 0.011829609982669353, 0.040444470942020416, 0.06673412024974823, -0.015916496515274048, 0.04858655855059624, 0.009193850681185722, 0.03703473508358002, -0.014221922494471073, -0.06016450375318527, -0.0403963178396225, -0.0366591177880764, 0.018665269017219543, 0.05273328721523285, 0.011459555476903915, 0.0330069437623024, 0.046006251126527786, 0.016486458480358124, -0.012682169675827026, -0.03189719468355179, 0.049764469265937805, 0.003067560261115432, -0.0315510518848896, -0.0230327770113945, -0.024820826947689056, 0.0468439906835556, -0.03271077200770378, -0.020452499389648438, -0.002709511434659362, -0.06789878755807877, 0.07233064621686935, -0.07901237905025482, -0.05172270908951759, 0.0021730437874794006, 0.03617390990257263, 0.03643571957945824, -0.006415719166398048, 0.026529930531978607, 0.08835725486278534, 0.003015087451785803, 0.02156572788953781, -0.019904015585780144, -0.008439733646810055, 0.02941877208650112, -0.003148585557937622, -0.004379412159323692, 0.04274595528841019, 0.015808235853910446, -0.003659400623291731, -0.020458782091736794, 0.030918419361114502, -0.0178717952221632, -0.28188979625701904, 0.021984435617923737, -0.01644817367196083, -0.052898477762937546, 0.007343370001763105, -0.024054156616330147, 0.0008345317910425365, -0.033418379724025726, 0.0013439765898510814, 0.01068428996950388, -0.04497374966740608, -0.06704974174499512, -0.04023391753435135, 0.05596916377544403, -0.012665612623095512, 0.00724387913942337, 0.008422239683568478, -0.022824933752417564, -0.008953466080129147, 0.04899198189377785, -0.010183785110712051, -0.07177180796861649, -0.00028510435367934406, 0.036259133368730545, 0.04545270651578903, 0.04067692533135414, -0.09430670738220215, 0.042234234511852264, -0.06489337980747223, -0.019892564043402672, -0.008270727470517159, 0.0044427597895264626, 0.0008107430767267942, -0.032244972884655, -0.007197766564786434, -0.019256627187132835, 0.0354502834379673, 0.02296825498342514, 0.01907404698431492, 0.0283784382045269, -0.019163703545928, -0.025759531185030937, -0.030126022174954414, 0.010732176713645458, 0.07736833393573761, -0.021074417978525162, -0.06493362784385681, 0.012699243612587452, -0.02720029279589653, 0.09260603040456772, -0.039048630744218826, -0.02415018156170845, 0.008494848385453224, 0.04316040873527527, -0.0028067133389413357, -0.0332082100212574, 0.009792839176952839, -0.016565373167395592, -0.031358249485492706, -0.04143921658396721, -0.0019757328554987907, -0.03604560345411301, 0.0032785781659185886, -0.04863281920552254, 0.024936717003583908, -0.05411394685506821, -0.04968515411019325, -0.012148010544478893, 0.057992659509181976, 0.03897763788700104, -0.015989452600479126, 0.022478755563497543, 0.008019610308110714, -0.10404181480407715, 0.017612546682357788, -0.018692823126912117, -0.010998382233083248, -0.025588620454072952, 0.008344621397554874, 0.03473840653896332, -0.018658500164747238, -0.06690304726362228, 0.02170521765947342, 0.005053251050412655, 0.026184502989053726, 0.0008827770943753421, 0.03934019058942795, 0.019444452598690987, -0.020132621750235558, 0.014601287432014942, 0.06456885486841202, 0.008754005655646324, -0.02632826380431652, -0.036679040640592575, 0.020592790096998215, 0.0048217615112662315, 0.05360163748264313, -0.02745322696864605, 0.0024870974011719227, 0.02754243277013302, 0.013823133893311024, -0.05327380821108818, 0.011928591877222061, -0.01917513832449913, -0.006974084302783012, -0.0011283535277470946, -0.05837281048297882, 0.024735331535339355, 0.044320665299892426, 0.02911946177482605, -0.01757148653268814, -0.058253686875104904, -0.017922263592481613, -0.047881145030260086, -0.041225042194128036, -0.021140025928616524, 0.003150490578263998, 0.040257468819618225, -0.017745302990078926, -0.01189606636762619, -0.05408105626702309, 0.010484011843800545, -0.010924845933914185, 0.00972336158156395, -0.05977913737297058, -0.032534729689359665, -0.012094884179532528, -0.01328970491886139, 0.0017759498441591859, 0.03258374333381653, -0.01733631081879139, 0.039937857538461685, 0.0038108539301902056, -0.057827528566122055, 0.010667933151125908, 0.00441237585619092, -0.04165585711598396, -0.01677977666258812, 0.005560894496738911, -0.01491586584597826, -0.013087229803204536, 0.04146602377295494, 0.017695114016532898, 0.010864310897886753, 0.03464512899518013, 0.010581412352621555, 0.03454527258872986, -0.010072294622659683, 0.013352002017199993, 0.012168633751571178, 0.03429887071251869, -0.06811336427927017, 0.019373694434762, -0.04740185663104057, -0.03870167210698128, -0.03532318398356438, 0.036029789596796036, -0.0477462112903595, -0.03953518345952034, -0.006544604431837797, 0.03219515457749367, -0.04869725555181503, -0.057204000651836395, -0.03033318556845188, 0.022222766652703285, 0.07194016128778458, -0.012704463675618172, 0.00954486709088087, -0.007845631800591946, -0.008070835843682289, -0.0024207450915127993, 0.02211962826550007, -0.05863884463906288, 0.00046352282515726984, 0.02467864193022251, -0.0142850736156106, -0.01457152608782053, -0.017275149002671242, 0.043297652155160904, 0.027043573558330536, -0.005669937934726477, -0.030545223504304886, 0.017765339463949203, 0.017033591866493225, 0.03923927620053291, -0.013607129454612732, 0.0116427605971694, 0.003948886413127184, -0.019492605701088905, -0.015452827326953411, -0.03570578992366791, -0.008993693627417088, -0.0189663078635931, 0.015512279234826565, -0.03739599138498306, -0.058380793780088425, 0.054476238787174225, 0.03330603986978531, 0.02831474132835865, -0.0013309363275766373, 0.005750763695687056, 0.01075240783393383, -0.039865851402282715, 0.02144528366625309, 0.06763503700494766, -0.05640144646167755, 0.016506528481841087, 0.004472922533750534, 0.00802756566554308, 0.009534907527267933, 0.002026689238846302, -0.03764479607343674, -0.023955948650836945, -0.03236665576696396, 0.003773899283260107, -0.026333075016736984, -0.021172864362597466, -0.01726381480693817, 0.020737625658512115, -0.006520115304738283, -0.017537426203489304, -0.02235528454184532, 0.019969655200839043, -0.02010127529501915, -0.023873133584856987, 0.010718308389186859, -0.02244677022099495, 0.03421441838145256, 0.01168004423379898, -0.023649735376238823, 0.008526756428182125, -0.02599523402750492, 0.02063058316707611, 0.020500384271144867, -0.021749405190348625, -0.03221384063363075, -0.034807316958904266, 0.0019638664089143276, 0.004513028543442488, 0.032846711575984955, -0.0053719119168818, -0.025859706103801727, -0.03634823113679886, -0.004496913403272629, -0.03264809399843216, 0.019380422309041023, -0.044354163110256195, -0.011761520057916641, 0.01090981811285019, 0.05211791768670082, 0.020667724311351776, 0.016321420669555664, -0.007290997076779604, -0.0305338092148304, 0.05142277479171753, -0.05910231173038483, -0.020415466278791428, -0.04005274549126625, -0.06814250349998474, 0.023804310709238052, 0.0002284584625158459, 0.029188593849539757, -0.042238812893629074, 0.02540404349565506, 0.023972319439053535, 0.03935046121478081, 0.031444814056158066, -0.003816830925643444, 0.04459090903401375, -0.062431443482637405, 0.02327520027756691, -0.08269524574279785, 0.0015042955055832863, 0.023230787366628647, 0.016418538987636566, -0.01453886553645134, -0.005810200236737728, -0.03805350139737129, 0.056704502552747726, -0.07274004817008972, -0.011903353035449982, 0.04959123954176903, 0.02013646811246872, -0.006515853572636843, 0.005574946757405996, -0.07863917201757431, 0.02507711574435234, 0.04434417560696602, -0.04639323800802231, -0.016871675848960876, -0.02616819180548191, 0.05323398485779762, 0.0060394154861569405, 0.027010155841708183, -0.023946739733219147, 0.007753454614430666, 0.07909398525953293, 0.02645406872034073, 0.014671282842755318, 0.04396042227745056, -0.009826588444411755, 0.03376308083534241, 0.027132835239171982, 0.0299065001308918, -0.02561184950172901, 0.0123023996129632, -0.008614405989646912, -0.055194173008203506, 0.031238488852977753, 0.022242778912186623, -0.04468606412410736, -0.034839872270822525, 0.060835100710392, 0.013814746402204037, -0.029652422294020653, -0.033640146255493164, -0.0021981941536068916, -0.08036230504512787, 0.00451775174587965, -0.014289827086031437, 0.006559792906045914, -0.02773360162973404, 0.054197851568460464, 0.006305366288870573, -0.0059076715260744095, 0.08404403924942017, -0.009868315421044827, -0.025724351406097412, -0.037909235805273056, 0.09455931931734085, 0.06739041209220886, 0.06752821803092957, -0.002918181475251913, 0.055343613028526306, -0.021909378468990326, -0.031234076246619225, 0.03373856097459793, -0.00829952210187912, -0.022998999804258347, -0.04793228209018707, 0.04615916311740875, 0.04649996757507324, -0.01417312491685152, 0.07880577445030212, -0.023929452523589134, -0.01294205617159605, 0.004248807672411203, 0.031359486281871796, 0.002806510077789426, 0.07976870983839035, 0.027955470606684685, -0.009679170325398445, 0.00619253795593977, -0.05226957052946091, 0.0229902695864439, -0.03600597381591797, -0.0035667377524077892, 0.024185270071029663, 0.01338679064065218, 0.017694730311632156, 0.013117251917719841, 0.04870196804404259, 0.08991921693086624, -0.04437154531478882, -0.003202578751370311, -0.015389276668429375, 0.029510952532291412, 0.005696023348718882, -0.019358206540346146, -0.031753238290548325, -0.04072757065296173, -0.01309540681540966, -0.02860257588326931, -0.0241065863519907, -0.012242765165865421, -0.024793945252895355, 0.05741623044013977, -0.008985624648630619, -0.007630906067788601, 0.01777203381061554, 0.011697826907038689, -0.03584139794111252, -0.08010928332805634, -0.05063295364379883, -0.035660531371831894, -0.051308006048202515, -0.01929290220141411, 0.018500419333577156, -0.018516214564442635, -0.02862941101193428, -0.023126522079110146, -0.010401180014014244, -0.02625209465622902, 0.06119904667139053, -0.05751832202076912, -0.020406369119882584, 0.02494824305176735, 0.02826775051653385, 0.04581135883927345, 0.02910308726131916, 0.02789020538330078, 0.002188447630032897, -0.002792155835777521, -0.023466091603040695, 0.0010717338882386684, 0.013889572583138943, 0.02479688636958599, 0.013579743914306164, -0.09133146703243256, 0.0253602284938097, 0.021969394758343697, -0.0058104791678488255, -0.06885043531656265, 0.049115490168333054, 0.002794999862089753, -0.015525366179645061, 0.07074877619743347, -0.030891738831996918, 0.013521425426006317, -0.029679641127586365, 0.0010016629239544272, -0.01080500241369009, 0.03227291628718376, 0.0429338701069355, -0.012510907836258411, 0.07798975706100464, 0.009532071650028229, -0.012444159016013145, -0.027237897738814354, -0.0026779964100569487, -0.013797853142023087, -0.001355338841676712, -0.03503098338842392, -0.027519969269633293, -0.01865878887474537, -0.06716856360435486, -0.011589695699512959, -0.000038256006519077346, -0.019916081801056862, -0.04511367529630661, 0.01361818052828312, 0.026042230427265167, -0.05952611565589905, 0.024154139682650566, -0.06183060258626938, 0.027256794273853302, -0.01676354929804802, 0.0010981421219184995, 0.007028845138847828, 0.010224616155028343, -0.003722496097907424, 0.017741350457072258, 0.009425091557204723, -0.0400112047791481, -0.01171358022838831, -0.0032964840065687895, 0.03294868767261505, 0.019221436232328415, 0.009135029278695583, -0.0006383054424077272 ]
[ -0.09751608222723007, -0.013122121803462505, -0.04011364281177521, -0.02839062549173832, 0.02223506197333336, -0.011436517350375652, -0.01880190521478653, 0.0188437607139349, 0.01784522272646427, -0.022564806044101715, 0.0018993045669049025, -0.03886602818965912, -0.029961656779050827, 0.005839694757014513, 0.07748161256313324, 0.014255882240831852, -0.02518000639975071, -0.017669016495347023, 0.023308733478188515, 0.0012594179715961218, 0.02119635045528412, -0.025732921436429024, -0.030438972637057304, -0.014568770304322243, 0.022044366225600243, 0.045829616487026215, 0.02456311695277691, -0.030767586082220078, 0.023587530478835106, -0.20429743826389313, -0.011178381741046906, 0.03310961276292801, 0.052662596106529236, -0.042564671486616135, -0.003997281193733215, 0.047351181507110596, 0.03742020204663277, 0.060767028480768204, -0.01204635575413704, 0.04887211322784424, 0.009197993203997612, 0.04420160502195358, -0.03476836904883385, -0.029515717178583145, 0.020952444523572922, 0.01895160973072052, 0.007094820495694876, -0.03745239973068237, -0.03530494123697281, 0.028362149372696877, -0.05531871318817139, -0.047928839921951294, -0.04008276388049126, -0.02326514571905136, -0.0021651682909578085, 0.03979210555553436, 0.034818850457668304, 0.08471067249774933, -0.015345132909715176, 0.004576928913593292, 0.011004862375557423, -0.026464879512786865, -0.11478163301944733, 0.09457032382488251, 0.05070962756872177, 0.04787634685635567, -0.0394715815782547, -0.019603729248046875, 0.003716974286362529, 0.11975452303886414, -0.008381947875022888, -0.026688244193792343, -0.02740497887134552, 0.05216406285762787, 0.033642563968896866, -0.030006472021341324, -0.009182491339743137, -0.0026477365754544735, 0.03577463701367378, -0.05249815806746483, -0.03717724233865738, -0.0030746606644243, -0.010409975424408913, 0.011104746721684933, -0.05914046987891197, 0.027592390775680542, -0.008789795450866222, 0.04365323483943939, 0.05118759721517563, -0.0010031836573034525, 0.03956332057714462, -0.03264084830880165, 0.019497767090797424, -0.0018974033882841468, -0.053829532116651535, -0.0105344383046031, 0.0019692699424922466, -0.0018144489731639624, -0.020443204790353775, 0.4250732958316803, -0.05475568026304245, -0.047123342752456665, 0.07982224225997925, 0.02512262761592865, -0.025517689064145088, 0.021918177604675293, 0.02845901809632778, -0.04268968850374222, 0.013181020505726337, -0.042558565735816956, -0.026006031781435013, 0.018058881163597107, 0.049066729843616486, -0.03632758930325508, -0.0043585640378296375, 0.005299644079059362, 0.043007269501686096, 0.0012314131017774343, -0.0014845903497189283, -0.007091387640684843, 0.00677242036908865, 0.017998678609728813, 0.027192173525691032, 0.008710725232958794, -0.030895238742232323, -0.021423352882266045, 0.008518272079527378, 0.059063419699668884, 0.02617296762764454, -0.004843035247176886, 0.05443026125431061, -0.024600405246019363, -0.047046102583408356, 0.001486156601458788, 0.0011388063430786133, 0.004490496125072241, 0.02117878384888172, -0.005803228355944157, 0.0010680758859962225, 0.014717381447553635, 0.016263963654637337, 0.039581794291734695, 0.0063885715790092945, -0.011801737360656261, -0.028211219236254692, 0.12447261065244675, -0.009167268872261047, -0.041991133242845535, -0.02871559001505375, -0.04513850808143616, 0.001643502269871533, 0.03851054981350899, -0.008783519268035889, -0.06416341662406921, 0.02315308339893818, 0.0010087788105010986, 0.06213320419192314, -0.008346449583768845, -0.06351076811552048, -0.012122024782001972, -0.028256867080926895, 0.0041844709776341915, -0.04292861744761467, 0.04604199156165123, 0.018084067851305008, -0.06724182516336441, -0.02180051989853382, -0.005236880388110876, 0.044078145176172256, -0.05878279730677605, -0.006821561139076948, 0.015332438051700592, -0.006058285944163799, 0.01151787955313921, 0.05291680619120598, -0.02268698625266552, -0.04060957953333855, 0.001538991229608655, 0.051297903060913086, 0.038091737776994705, 0.0497586727142334, 0.01493178028613329, -0.04171913489699364, 0.0022323373705148697, -0.032559093087911606, -0.09430409222841263, -0.057068854570388794, 0.00014034078049007803, -0.03168409690260887, 0.0009396887035109103, -0.019797176122665405, -0.009589950554072857, -0.07343150675296783, 0.09246690571308136, -0.04611217975616455, -0.018957069143652916, 0.04287466034293175, -0.006727052386850119, -0.03560684621334076, -0.023867424577474594, -0.035565055906772614, 0.02819916605949402, -0.036888666450977325, 0.03813108801841736, -0.04702002555131912, 0.04297821596264839, 0.05951197072863579, -0.05063112825155258, 0.06936977058649063, 0.04269934445619583, -0.04607198014855385, -0.028973456472158432, 0.011130855418741703, 0.010375709272921085, 0.021115366369485855, -0.010398530401289463, 0.004780279006808996, 0.023212483152747154, 0.020539386197924614, 0.0038552957121282816, -0.047301020473241806, -0.03348848223686218, -0.0003840575518552214, -0.3237588703632355, -0.04410563409328461, -0.013540588319301605, -0.011465081945061684, 0.03137581795454025, -0.08248583227396011, -0.0019441040931269526, -0.031035877764225006, -0.04145476967096329, -0.012801815755665302, 0.03491165116429329, -0.011502387002110481, -0.03858610987663269, -0.09266100823879242, -0.009479453787207603, -0.00909185316413641, -0.03308027982711792, -0.04387253522872925, -0.03599200025200844, 0.012912859208881855, -0.009455298073589802, 0.000023115462681744248, 0.000018806747902999632, -0.09351545572280884, -0.021585529670119286, -0.038440778851509094, 0.10107745230197906, -0.014168722555041313, 0.11356887966394424, 0.002522809896618128, 0.04708755016326904, -0.009318030439317226, -0.004046304151415825, -0.10628663003444672, 0.006026176735758781, -0.020674176514148712, 0.00624770438298583, -0.011139554902911186, 0.04449908435344696, -0.04114571958780289, -0.03385285288095474, -0.008133787661790848, -0.06413164734840393, -0.032531023025512695, -0.053636692464351654, 0.02389666624367237, -0.018274327740073204, -0.033243145793676376, -0.026412049308419228, 0.07137878239154816, 0.02182730846107006, 0.0038940575905144215, 0.01019460242241621, 0.01732933521270752, -0.01961585320532322, -0.028819674625992775, -0.08278423547744751, 0.007658936083316803, 0.0034987700637429953, 0.034223735332489014, 0.030780291184782982, 0.06338001787662506, 0.026940761134028435, -0.04035508632659912, -0.00020002223027404398, 0.017862223088741302, -0.00031833190587349236, -0.037873826920986176, 0.020336603745818138, -0.02002774178981781, -0.0027899842243641615, 0.15254302322864532, 0.008727268315851688, -0.057451922446489334, 0.060221895575523376, 0.055845849215984344, -0.009040288627147675, 0.05532573536038399, 0.0387871228158474, -0.014822256751358509, -0.008468604646623135, -0.04834257811307907, 0.029308779165148735, -0.019849805161356926, -0.025755342096090317, 0.02487732283771038, -0.007301557809114456, -0.044619373977184296, 0.00920156016945839, -0.005604001227766275, -0.037674516439437866, -0.014433387666940689, -0.014290578663349152, -0.061822615563869476, 0.07163319736719131, -0.02855466678738594, -0.2440829575061798, 0.006648185662925243, 0.08669085055589676, 0.07137124985456467, 0.010837874375283718, 0.03391682729125023, 0.04022430628538132, -0.03571193665266037, 0.0068519143387675285, -0.0009271176531910896, 0.028666621074080467, 0.022557329386472702, 0.01253671944141388, 0.0002343478990951553, 0.046273164451122284, -0.01925179921090603, 0.04576927423477173, -0.012269637547433376, 0.02123895287513733, 0.005314836278557777, 0.020522406324744225, -0.00178535096347332, 0.18829602003097534, -0.02807648293673992, 0.04587678983807564, 0.013750617392361164, 0.014012153260409832, 0.004816974978893995, 0.08771859854459763, 0.02739662490785122, -0.0013130767038092017, -0.006897340528666973, 0.07303134351968765, -0.010330564342439175, 0.04543780907988548, -0.0671829879283905, -0.00827299989759922, 0.02613726630806923, 0.043086372315883636, -0.008138162083923817, 0.020614368841052055, 0.003310388419777155, -0.027585742995142937, 0.021877141669392586, 0.046334750950336456, 0.050274595618247986, -0.01588522270321846, -0.008834646083414555, -0.07846624404191971, -0.00264728837646544, -0.04218777269124985, -0.014358575455844402, -0.009492267854511738, 0.013890950009226799, 0.01809649169445038, 0.05039098858833313, 0.01660452038049698, -0.01195813249796629, -0.029728703200817108, 0.03511535003781319, -0.0020285381469875574, 0.006891905330121517, 0.1278475821018219, 0.013737939298152924, 0.02994825877249241 ]
[ -0.0370037816464901, -0.007400939241051674, 0.004862047266215086, 0.02752050757408142, -0.003773138392716646, 0.0034376741386950016, -0.0020883483812212944, 0.014450679533183575, 0.012978010810911655, 0.01485908217728138, -0.006140213925391436, 0.010130572132766247, 0.020205482840538025, 0.006245284806936979, 0.037252262234687805, 0.009907511062920094, 0.005609114188700914, 0.008058263920247555, 0.007440206594765186, 0.003530470421537757, -0.004157446324825287, 0.03192230314016342, -0.004354049917310476, 0.0019285734742879868, -0.0070731122978031635, 0.009293081238865852, 0.0018883380107581615, -0.029712481424212456, 0.0305747389793396, -0.13393236696720123, -0.02241365797817707, -0.02645839750766754, -0.00520198093727231, 0.02031579241156578, -0.02994578890502453, 0.008426619693636894, 0.004832129459828138, 0.0030600405298173428, 0.019061444327235222, -0.019178291782736778, -0.015127453953027725, -0.007950249128043652, -0.02371005155146122, -0.0015140799805521965, -0.011787493713200092, -0.004259326960891485, -0.013595047406852245, -0.06402073055505753, -0.014665508642792702, -0.04656721651554108, -0.017699362710118294, -0.008806368336081505, -0.005666228011250496, -0.006928784307092428, -0.0017879816005006433, -0.039470795542001724, -0.0018409566255286336, -0.00454926211386919, -0.008892449550330639, -0.02528855763375759, -0.031087985262274742, -0.02221398428082466, -0.03864197060465813, -0.030214820057153702, 0.019050784409046173, -0.009964377619326115, -0.002796208718791604, 0.01961938478052616, 0.01775798574090004, -0.013863441534340382, -0.0014750143745914102, 0.014754644595086575, -0.02771107107400894, -0.028272364288568497, 0.010128645226359367, -0.027678029611706734, 0.016796814277768135, -0.014474952593445778, 0.0037565643433481455, -0.03017822839319706, -0.017125489190220833, 0.040174294263124466, 0.021329842507839203, 0.020472824573516846, 0.02795354090631008, -0.012546605430543423, -0.01839367486536503, 0.026714447885751724, 0.006150422617793083, 0.006510614417493343, -0.02635238692164421, 0.01461071614176035, 0.00029761777841486037, 0.028041159734129906, -0.07758557051420212, -0.007524736225605011, -0.013202798552811146, -0.004999472294002771, -0.004742494784295559, 0.8661043643951416, 0.004017513245344162, 0.025062760338187218, 0.01534514781087637, -0.0039183455519378185, 0.016094082966446877, -0.0075605520978569984, 0.009764599613845348, 0.011301929131150246, -0.003902522847056389, -0.028157947584986687, 0.013369041495025158, -0.008163669146597385, 0.0262814499437809, 0.030688222497701645, 0.013767121359705925, 0.01330757699906826, 0.03438923507928848, -0.031844042241573334, 0.019642755389213562, 0.016355641186237335, 0.012376805767416954, 0.009189656004309654, 0.012474988587200642, 0.03652745857834816, 0.005271436180919409, -0.20008088648319244, 0.019161373376846313, -8.929444471349806e-33, 0.039031513035297394, 0.0163008663803339, -0.012095705606043339, 0.02637528069317341, 0.01402503252029419, -0.003107447177171707, 0.027279112488031387, 0.003305991180241108, 0.0042719910852611065, -0.03414620831608772, -0.009220686741173267, -0.004151681903749704, -0.02298649586737156, -0.015289627946913242, 0.0398765429854393, 0.004352464806288481, -0.023301227018237114, 0.03526296094059944, -0.013361292891204357, 0.023749399930238724, 0.030740726739168167, 0.0355796292424202, -0.02157546393573284, -0.0031471129041165113, -0.005974548868834972, 0.020789749920368195, -0.006124141160398722, 0.008187619037926197, -0.029780790209770203, -0.04916185885667801, 0.0005507870810106397, 0.01579149439930916, -0.01233706809580326, -0.0014985217712819576, 0.02782830037176609, -0.02229946479201317, -0.004528365097939968, 0.023491330444812775, -0.0305640771985054, -0.040066711604595184, -0.03461466357111931, 0.0008628978976048529, -0.04912583902478218, 0.01113138161599636, -0.02572002075612545, 0.008483216166496277, -0.0015060000587254763, 0.025795215740799904, 0.010577368550002575, -0.021827833727002144, 0.019975915551185608, 0.034669388085603714, 0.01799965277314186, 0.010372471064329147, -0.02486600913107395, -0.005875095725059509, -0.006346835754811764, -0.006090627051889896, 0.031703341752290726, 0.038980815559625626, 0.007764953654259443, -0.003202540799975395, -0.02515898272395134, 0.033330969512462616, -0.020530838519334793, -0.02015593647956848, 0.023656636476516724, 0.028445517644286156, 0.02495173178613186, 0.003532461356371641, -0.0515497587621212, 0.006904075853526592, -0.003464718349277973, 0.0006023789756000042, 0.021786967292428017, -0.003313023131340742, -0.006395815405994654, -0.028071019798517227, -0.018595127388834953, 0.04731776937842369, 0.015375325456261635, 0.018636314198374748, 0.0023252449464052916, -0.04386196658015251, -0.0005440770764835179, -0.017155729234218597, 0.021849241107702255, 0.007319435011595488, -0.02725023590028286, 0.0009887119522318244, 0.04366719722747803, -0.003328719176352024, 0.019860731437802315, -0.023490840569138527, 0.0008081586565822363, 8.597852943346193e-33, 0.008221062831580639, -0.03051380068063736, -0.01657217927277088, -0.010792478919029236, -0.006002172362059355, -0.01037824247032404, 0.01547879260033369, 0.01663810759782791, -0.045787401497364044, 0.02599303424358368, 0.006483714561909437, -0.004545580130070448, 0.01632920280098915, 0.055227939039468765, 0.02867167629301548, -0.01365696918219328, -0.004129211418330669, -0.020125357434153557, 0.03857935220003128, 0.0011588261695578694, 0.004768317565321922, -0.0028446135111153126, -0.011726899072527885, 0.0020723871421068907, -0.004129198379814625, 0.07543093711137772, -0.016655821353197098, 0.032451920211315155, 0.01373385637998581, 0.005674815736711025, -0.020278073847293854, -0.02889200858771801, 0.01992720365524292, -0.042655691504478455, -0.018744176253676414, 0.03738811984658241, -0.015026981942355633, -0.010974448174238205, -0.013860716484487057, -0.006921765394508839, 0.015811821445822716, -0.012639942578971386, -0.009491209872066975, 0.03123362921178341, 0.003572985762730241, -0.011755507439374924, 0.003427863586694002, -0.012895542196929455, -0.02035660482943058, -0.0004983960534445941, 0.020965060219168663, 0.0051439544185996056, 0.011149482801556587, 0.005635921377688646, -0.0005628956714645028, -0.01794004626572132, -0.03141601383686066, 0.005644606426358223, -0.02405022829771042, 0.017668206244707108, -0.018867403268814087, 0.0013756690314039588, -0.036917295306921005, 0.008637234568595886, -0.03831232339143753, -0.015661263838410378, -0.01530203316360712, -0.009285103529691696, 0.006884183268994093, -0.005716797895729542, -0.019930031150579453, 0.012491144239902496, 0.013349834829568863, 0.030425019562244415, 0.05125831440091133, -0.0268260408192873, 0.008992394432425499, 0.020903954282402992, -0.018071889877319336, 0.03196525573730469, 0.012714964337646961, -0.01791786588728428, 0.02472578175365925, -0.0254075787961483, 0.0034921765327453613, -0.00012662082735914737, -0.02281593345105648, 0.043592266738414764, -0.03900682553648949, -0.040882937610149384, -0.021799318492412567, -0.009761308319866657, 0.008676251396536827, 0.05321549251675606, -0.018925128504633904, -1.4077540910761854e-8, -0.023981695994734764, 0.0179362241178751, 0.01666325516998768, -0.001064544077962637, 0.01716703735291958, 0.003493143245577812, -0.006455911323428154, -0.00268797529861331, -0.052742164582014084, 0.0009188697440549731, 0.03366120904684067, 0.006578057538717985, -0.01737140491604805, 0.017034314572811127, 0.01465635932981968, -0.0451846569776535, -0.02926216833293438, -0.00740518793463707, 0.03726377710700035, 0.009410961531102657, 0.012252739630639553, 0.03802711144089699, -0.038216497749090195, -0.0018793534254655242, 0.01304277777671814, 0.03285129368305206, 0.010378805920481682, -0.0693100318312645, -0.018332168459892273, -0.009791473858058453, 0.017160840332508087, -0.026131214573979378, -0.0373644158244133, 0.035952918231487274, -0.02011764980852604, -0.03687906265258789, 0.00006931501411600038, 0.006204142700880766, -0.01126957405358553, -0.000540137873031199, 0.023822512477636337, 0.00590656278654933, -0.016986286267638206, -0.023813799023628235, 0.013494269922375679, 0.01706312596797943, -0.0028073990251868963, -0.0014637518906965852, 0.01960396021604538, -0.009409799240529537, 0.003341807285323739, -0.016837459057569504, 0.014388833194971085, 0.04256860911846161, 0.022320380434393883, -0.02722136862576008, 0.01324331946671009, -0.006986217573285103, -0.03536304086446762, -0.0012776559451594949, 0.032692037522792816, 0.03537455201148987, -0.011390585452318192, -0.027282189577817917 ]
coding-applying-levels-of-abstraction
https://markhneedham.com/blog/2009/04/19/coding-applying-levels-of-abstraction
false
2009-04-21 07:38:36
Learning through teaching
[ "learning" ]
[ "Learning" ]
I've been watching one of the podcasts recorded from the Alt.NET Houston conference titled 'http://highoncoding.com/Podcasts/544_Houston_ALT_NET_Open_Spaces_Why_Blog_and_Open_Source_.aspx[Why blog and open source]' and one of the interesting ideas that stood out amongst the opinions express is that people write about their experience in order to understand the topics better themselves. I've found this to be a very valuable way of learning - in fact it's probably more beneficial to the teacher than the student, somewhat ironically. I've noticed that there are a few opportunities that we can take advantage of in order to increase our knowledge on topics by teaching other people about them. By 'teaching' I mean explaining your understanding of a topic to other people rather than the traditional classroom approach where the 'teacher' is the expert and the 'students' are mostly passive learners. == Writing/Presenting Blogging was the topic being discussed on the podcast, and I've found that writing about a topic is a pretty good way of organising your thoughts on that topic and seeing whether you understand it well enough to construct some opinions that you would have the ability to defend. I've often found that when I start to write about a topic I discover some things about it that I hadn't previously considered and of course the ability for people to give you feedback on what you write means that it can become a two way conversation. There have certainly been a http://www.markhneedham.com/blog/2009/03/07/ddd-bounded-contexts/#comments[couple] of http://www.markhneedham.com/blog/2008/09/19/should-we-always-use-domain-mode/#comments[occasions] when people with more knowledge of a topic than me have pointed out where my understand of something can be improved. The same thing applies when presenting about a topic although the feedback will be more immediate. == Book Clubs One approach we've been trying out in our http://domaindrivendesign.org[Domain Driven Design] book club recently is to split the sub chapters between each of the members of the group and then everyone presents their part in the next meeting. The advantage of this approach is that everyone gets the opportunity to teach the rest of the group in a topic area in which they have more knowledge and/or have studied more recently. If you know you need to explain something to other people then I think it encourages you to approach the subject differently than if you are just reading through it for yourself. You also need to understand the topic more clearly yourself and be able to put it into your own words to explain to other people. == Pair Programming I think one of the situations that can be the most frustrating in pair programming is when you understand something really well and your pair doesn't understand it as well. The temptation is to http://www.markhneedham.com/blog/2009/04/10/pair-programming-the-code-fairy/[wait until they're not around to implement your ideas] but this misses a great opportunity to explore how well you really understand the topic area. The questions posed by someone with less knowledge on a topic than you will force you to come up with good reasons for your opinions that you can explain in a more simple way than you may be used to. We may be forced to come up with metaphors that make it easier to explain something and certainly coming up with these metaphors may improve our own understanding. == In summary I think there are a lot of opportunities in the world of software development to teach what we know to others and although it may seem that we are doing a favour to other people, I think we will find that we learn just as much as them from doing so if not more. Of course it's not the only approach to learning but I've found it to be a surprisingly effective one.
null
null
[ 0.021802576258778572, -0.019728675484657288, 0.005107297096401453, 0.05507030338048935, 0.08455270528793335, -0.026634447276592255, 0.01998106576502323, 0.03973717987537384, 0.018054809421300888, -0.004889571573585272, -0.0017016985220834613, 0.013127341866493225, -0.03752896562218666, 0.020592404529452324, -0.019470220431685448, 0.0556715652346611, 0.03738023340702057, -0.021687999367713928, 0.02940552309155464, 0.0026158394757658243, 0.027525318786501884, 0.03393011540174484, 0.023418568074703217, 0.04163442552089691, 0.054707739502191544, -0.00021029751223977655, 0.021457212045788765, 0.03419261798262596, -0.03502529859542847, 0.012764610350131989, 0.025328755378723145, 0.0059185996651649475, 0.004397038836032152, 0.012330813333392143, 0.03292854502797127, -0.008944426663219929, 0.018112212419509888, 0.011330775916576385, 0.017190158367156982, -0.003709078300744295, -0.07427705824375153, 0.042320650070905685, -0.013747671619057655, 0.018452461808919907, -0.04691527783870697, 0.015339256264269352, -0.03115253336727619, 0.014356923289597034, 0.022038614377379417, 0.0008788665290921926, -0.0818265974521637, 0.033285606652498245, 0.03298357129096985, -0.01325658056885004, -0.017414219677448273, 0.057816460728645325, 0.03497336059808731, -0.07047733664512634, 0.009437602013349533, -0.03696202486753464, -0.025908494368195534, -0.0019500440685078502, -0.021471410989761353, 0.022270850837230682, 0.027568047866225243, -0.02368932217359543, -0.014385628513991833, 0.03230525925755501, -0.04645782336592674, 0.009661155752837658, -0.031070290133357048, 0.008126786909997463, -0.021330591291189194, -0.03162055090069771, 0.013914479874074459, -0.03890443965792656, 0.01980236917734146, 0.0385182723402977, 0.03137941285967827, 0.02345544472336769, -0.030795011669397354, 0.007451480720192194, -0.004912179429084063, 0.029275037348270416, -0.0044762445613741875, -0.060019318014383316, 0.008185533806681633, -0.02957911789417267, -0.06403452903032303, 0.053611401468515396, -0.011611728928983212, -0.06156257539987564, 0.005262466613203287, 0.03373531624674797, 0.020726125687360764, -0.004546539392322302, 0.04895242303609848, -0.01056800875812769, -0.022403163835406303, -0.034869614988565445, -0.008721635676920414, -0.0072050257585942745, 0.013015568256378174, 0.013962267898023129, -0.07561440020799637, -0.008729951456189156, -0.009919190779328346, -0.02085643820464611, -0.014254730194807053, 0.015306410379707813, -0.011889580637216568, 0.022542016580700874, -0.031684860587120056, -0.002875387668609619, -0.053324632346630096, 0.05234236270189285, 0.014093770645558834, -0.03272964432835579, -0.013294164091348648, 0.0020102430135011673, -0.004974214360117912, 0.029463818296790123, -0.017011795192956924, 0.07484287768602371, -0.00956401601433754, -0.008535081520676613, -0.05697014927864075, 0.04877954348921776, -0.03587116673588753, -0.052887823432683945, 0.0021351315081119537, 0.03603394329547882, -0.002235251944512129, 0.0009367933380417526, 0.01811211369931698, -0.027043698355555534, 0.033138979226350784, 0.011302567087113857, 0.03581914305686951, 0.0715768113732338, 0.0075628808699548244, -0.046148303896188736, 0.012989290058612823, 0.0006387497414834797, 0.02321745455265045, -0.03642493486404419, -0.020493490621447563, -0.02425081841647625, -0.03374354913830757, -0.028159156441688538, 0.002017025602981448, 0.020984582602977753, 0.01783282309770584, -0.04656952992081642, 0.013641800731420517, 0.057536687701940536, 0.033493973314762115, 0.03745036944746971, -0.0026449922006577253, 0.04104611650109291, 0.03949009254574776, 0.02005896158516407, 0.011239945888519287, 0.02007744275033474, 0.014674910344183445, -0.021057825535535812, -0.016421087086200714, 0.053012534976005554, -0.005729831755161285, 0.0005153752281330526, -0.0642252266407013, -0.029433107003569603, 0.04816500097513199, -0.06586705893278122, -0.02076745219528675, 0.04167576879262924, 0.0690455511212349, 0.06087994575500488, 0.04257190227508545, -0.012158378958702087, -0.06900522112846375, 0.012844410724937916, 0.015143350698053837, 0.01990155689418316, 0.012915186583995819, -0.026658624410629272, 0.05488570034503937, 0.03931795433163643, 0.014127408154308796, 0.0670529305934906, -0.08231368660926819, -0.08950522541999817, -0.007774672005325556, 0.004659284371882677, 0.06045513227581978, -0.016306616365909576, 0.038468752056360245, 0.07939040660858154, 0.011304989457130432, 0.04710514098405838, 0.03895579278469086, 0.013800904154777527, 0.02428264357149601, -0.03826681524515152, -0.02300650253891945, 0.04775109514594078, 0.0258022528141737, -0.006723341066390276, -0.058918483555316925, -0.0015847040340304375, -0.02909519337117672, 0.00023403939849231392, 0.07357271760702133, 0.008712646551430225, 0.019119448959827423, -0.01552420761436224, 0.08116777241230011, -0.024109048768877983, 0.03725294768810272, -0.022688357159495354, 0.006564344745129347, -0.022645296528935432, -0.01406235620379448, 0.02858695387840271, 0.006087380927056074, 0.11814069747924805, 0.025620318949222565, -0.020212378352880478, -0.03483119606971741, 0.012768403626978397, 0.0033312097657471895, -0.026532631367444992, 0.0014938415260985494, 0.001988374860957265, 0.026672083884477615, 0.02402658201754093, -0.06219308450818062, -0.025823233649134636, 0.01752035692334175, -0.03936488553881645, -0.005168585572391748, 0.06320343166589737, -0.024591555818915367, 0.06417407095432281, -0.012864413671195507, 0.01625940017402172, -0.00677172327414155, 0.00051742052892223, -0.04943663999438286, 0.004703236743807793, 0.012753249146044254, -0.02205451764166355, 0.047267328947782516, -0.025041470304131508, -0.036257434636354446, -0.041203755885362625, -0.023148469626903534, 0.0031860237941145897, 0.04874717444181442, 0.051642775535583496, -0.031123386695981026, 0.05793071538209915, 0.009767466224730015, 0.04371481016278267, 0.0022175644990056753, -0.05028028413653374, -0.048821061849594116, -0.03780096396803856, -0.014505100436508656, 0.00775575079023838, 0.007593405432999134, 0.02069880999624729, 0.041654814034700394, 0.019071051850914955, -0.057841088622808456, -0.00011163483577547595, 0.04200629144906998, -0.007822319865226746, -0.0124628571793437, -0.04175779968500137, -0.04591275751590729, 0.02355474792420864, -0.02917422167956829, -0.029254408553242683, 0.005496959201991558, -0.07109230756759644, 0.030626822263002396, -0.05229830741882324, -0.05630058795213699, 0.019899290055036545, 0.01910727471113205, 0.03730716183781624, 0.04640723019838333, 0.02121269702911377, 0.0875236764550209, 0.005112316459417343, 0.003136259503662586, -0.032297469675540924, -0.004306443501263857, 0.0335211306810379, -0.03973827883601189, -0.0242226030677557, 0.030335502699017525, 0.01983524113893509, -0.009536349214613438, -0.05638475343585014, 0.053889065980911255, -0.02823980525135994, -0.30331987142562866, 0.035470303148031235, 0.009925680235028267, -0.04817963391542435, 0.02906171791255474, -0.059474095702171326, 0.004618913866579533, -0.06479102373123169, -0.05097680911421776, 0.0164882093667984, -0.07696127146482468, -0.024663344025611877, -0.026381168514490128, 0.042362481355667114, 0.012485659681260586, 0.03111013025045395, 0.012112855911254883, -0.0029426945839077234, 0.016759779304265976, 0.04869002103805542, -0.007762642577290535, -0.05382459610700607, -0.013799799606204033, 0.046591442078351974, 0.05520026385784149, 0.03822861239314079, -0.07723294198513031, 0.031663451343774796, -0.05549187213182449, 0.018534086644649506, 0.018625641241669655, 0.009754478000104427, 0.006879617925733328, -0.015946965664625168, -0.010823221877217293, -0.012405293993651867, 0.06308870762586594, 0.01256944052875042, 0.004259039182215929, 0.016506580635905266, -0.0347973108291626, -0.04024973884224892, -0.000370784051483497, 0.018191682174801826, 0.051091939210891724, 0.0012761325342580676, -0.06867719441652298, -0.015670135617256165, -0.04185011237859726, 0.09301725775003433, -0.03911904990673065, -0.06369086354970932, -0.004592837765812874, 0.029674053192138672, -0.023131517693400383, -0.0263315849006176, 0.0176975317299366, -0.022408533841371536, -0.038904331624507904, -0.07703384757041931, -0.02508687973022461, -0.023036420345306396, -0.003719465807080269, -0.06532641500234604, 0.025275692343711853, -0.061845649033784866, -0.07555177807807922, -0.006560725159943104, 0.06389589607715607, 0.050924573093652725, -0.03711695224046707, 0.02076670341193676, -0.006826554425060749, -0.10357281565666199, -0.008660022169351578, 0.00473674526438117, -0.027707863599061966, -0.0006514263805001974, 0.00738639198243618, 0.058410342782735825, -0.030511172488331795, -0.02378547005355358, 0.02326647937297821, -0.000211843682336621, 0.02988828718662262, -0.022826779633760452, 0.036669403314590454, -0.001338590169325471, -0.04340829700231552, 0.0117654949426651, 0.06265650689601898, 0.00038496352499350905, -0.02482721023261547, -0.006281690206378698, 0.03614228963851929, 0.030780160799622536, 0.02931370586156845, -0.005397471133619547, 0.027719026431441307, 0.0069877635687589645, 0.01145629957318306, -0.027227312326431274, 0.004764517303556204, 0.0035057140048593283, -0.007337005343288183, -0.009208161383867264, -0.0506480447947979, 0.036583609879016876, 0.03911438584327698, -0.014394043944776058, -0.024317754432559013, -0.0166028905659914, 0.0050276294350624084, -0.02273588255047798, -0.03683967888355255, -0.020222017541527748, -0.0001205540684168227, 0.04539361223578453, -0.00491297896951437, -0.027218183502554893, -0.016935240477323532, -0.01177220419049263, 0.006401929538697004, 0.004537599626928568, -0.06717236340045929, -0.008759611286222935, 0.001012270338833332, -0.043733660131692886, -0.0023534621577709913, 0.009255901910364628, -0.020191064104437828, -0.020263629034161568, 0.024541037157177925, -0.037620194256305695, 0.010130863636732101, -0.01589909754693508, -0.06973011791706085, -0.024547290056943893, -0.0006137352320365608, 0.018342385068535805, -0.009443256072700024, 0.024578748270869255, -0.021384222432971, 0.015973083674907684, 0.07693756371736526, 0.0029236827977001667, -0.010721540078520775, -0.0008106929017230868, 0.01758572645485401, 0.01578882895410061, 0.01538234855979681, -0.04850037395954132, 0.0011461186222732067, -0.030371153727173805, -0.011827738024294376, -0.008163470774888992, 0.02337704598903656, -0.004173635970801115, -0.03647884726524353, -0.017023544758558273, 0.03578334301710129, -0.06783869862556458, -0.03338553383946419, -0.007166631054133177, 0.02510172687470913, 0.06243196129798889, -0.046796638518571854, 0.04316961020231247, 0.008862807415425777, -0.04786612465977669, 0.029001465067267418, 0.005409041419625282, -0.04818475618958473, 0.013734028674662113, 0.012620871886610985, -0.034237608313560486, 0.0047059496864676476, 0.014971235767006874, 0.0556088462471962, 0.01971597783267498, 0.010231559164822102, -0.05237700417637825, 0.01377963274717331, 0.018656350672245026, 0.07716788351535797, 0.03594845533370972, -0.01686139591038227, 0.006377845071256161, -0.03295154124498367, 0.0010071857832372189, -0.035540416836738586, -0.01572260633111, -0.006962943356484175, 0.01896306872367859, -0.030745895579457283, -0.08038313686847687, 0.04825562611222267, -0.015595604665577412, 0.0016636538784950972, -0.004903283901512623, -0.015706103295087814, -0.0033568856306374073, -0.04077666997909546, 0.05811410769820213, 0.04800368472933769, -0.04909197986125946, 0.01288260892033577, -0.021131273359060287, -0.010943830944597721, 0.02340361662209034, 0.007724320515990257, -0.06100266054272652, -0.020763305947184563, -0.007215288933366537, 0.012425755150616169, -0.08711622655391693, -0.037379100918769836, -0.027824096381664276, 0.025506380945444107, 0.003685452975332737, 0.02223420888185501, -0.03581320494413376, -0.0009760215762071311, -0.02816353552043438, -0.035221654921770096, 0.013110133819282055, -0.058021821081638336, 0.0008867108845151961, -0.009937578812241554, -0.0679975301027298, 0.0033574344124644995, -0.014507520012557507, 0.04698607325553894, 0.01382776815444231, -0.028464019298553467, -0.006419004872441292, -0.03451330214738846, 0.024031206965446472, -0.007379512768238783, 0.06829500198364258, 0.010362226516008377, -0.013919350691139698, -0.07059288769960403, -0.0031462167389690876, -0.03356659784913063, 0.03326137736439705, -0.04102769494056702, 0.006050694268196821, 0.019101185724139214, 0.05067901685833931, 0.0367840938270092, 0.027180321514606476, -0.022457879036664963, -0.010255533270537853, 0.04260009527206421, -0.05999596789479256, -0.02869877591729164, -0.021228250116109848, -0.09009089320898056, 0.017829306423664093, 0.029081938788294792, 0.021695885807275772, -0.029224887490272522, 0.041170693933963776, 0.027228496968746185, 0.03201054781675339, 0.024437977001070976, -0.007304929196834564, 0.0344182588160038, -0.032543931156396866, -0.004792155232280493, -0.06679029017686844, 0.008146539330482483, 0.0262164119631052, 0.038723528385162354, -0.008214154280722141, -0.023491328582167625, -0.039042871445417404, 0.06401482224464417, -0.07475000619888306, -0.006713100243359804, 0.005916100461035967, -0.008868655189871788, -0.03165888413786888, 0.00329523254185915, -0.06781066954135895, -0.002025722758844495, 0.03501288220286369, -0.026167405769228935, -0.0213652141392231, -0.03542601689696312, 0.024323582649230957, 0.014421084895730019, 0.03267856314778328, -0.006740582175552845, -0.015526213683187962, 0.07150285691022873, -0.010292069986462593, 0.005081313196569681, 0.03543217480182648, -0.006065940484404564, 0.02893596515059471, 0.0302764642983675, 0.012440125457942486, 0.03654224053025246, -0.007986878044903278, -0.015225516632199287, -0.04109704867005348, 0.03339091315865517, 0.0013269034679979086, -0.032325275242328644, -0.02864643558859825, 0.05547880381345749, 0.023450329899787903, -0.03302709758281708, -0.06760886311531067, 0.037545837461948395, -0.03556963801383972, -0.012265441007912159, -0.00868060253560543, 0.002303057350218296, -0.030112307518720627, 0.05064798519015312, 0.0015487271593883634, 0.024082401767373085, 0.0410863421857357, -0.004962047562003136, -0.04054994508624077, -0.02912951447069645, 0.09066586196422577, 0.061687957495450974, 0.08831175416707993, -0.018444154411554337, 0.07671068608760834, -0.04244556650519371, -0.04380492493510246, -0.008473113179206848, 0.003419706132262945, -0.00435927277430892, -0.011138582602143288, 0.021663105115294456, 0.029062004759907722, 0.000007956431545608211, 0.06318285316228867, -0.02851160243153572, -0.014161740429699421, -0.00535097299143672, 0.0496184416115284, 0.026167593896389008, 0.029606809839606285, 0.03086164779961109, 0.025312969461083412, -0.0032437127083539963, -0.059264928102493286, 0.021231338381767273, -0.04911498352885246, -0.0032101881224662066, 0.009530453011393547, -0.007410962600260973, 0.037273112684488297, 0.019506966695189476, 0.022316718474030495, 0.06470607966184616, -0.04213418439030647, 0.021121220663189888, 0.002687502419576049, 0.0143502838909626, -0.02549608051776886, 0.018574591726064682, 0.010188741609454155, 0.006273432169109583, -0.022805234417319298, -0.040804728865623474, -0.03831353783607483, -0.04150055721402168, -0.020429659634828568, 0.020279536023736, -0.016370395198464394, 0.007970262318849564, 0.012985107488930225, 0.021257229149341583, -0.022935064509510994, -0.06258878111839294, -0.01656287908554077, -0.014169266447424889, -0.031669266521930695, -0.012401685118675232, 0.02642979845404625, 0.00295593636110425, -0.019960328936576843, -0.022161148488521576, -0.03149813413619995, -0.022955575957894325, 0.041818730533123016, -0.0512089878320694, -0.005279599688947201, 0.0008480632095597684, 0.038254719227552414, 0.04698171839118004, 0.014656578190624714, 0.03466023877263069, -0.013958017341792583, -0.014571847394108772, -0.0070238313637673855, 0.0015726699493825436, 0.01301097683608532, -0.004770069848746061, -0.0009406857425346971, -0.0960635095834732, 0.02105485089123249, 0.031655482947826385, 0.019393164664506912, -0.05243009328842163, 0.019357947632670403, 0.03219623118638992, 0.024019474163651466, 0.032388366758823395, -0.022385282441973686, 0.004116421099752188, -0.015465544536709785, -0.0016552815213799477, 0.012515855953097343, 0.010052470490336418, 0.04073794186115265, -0.022419024258852005, 0.08643568307161331, 0.006900829263031483, -0.012769375927746296, -0.0413292720913887, -0.027394352480769157, 0.0040433877147734165, 0.006391433998942375, -0.025359738618135452, -0.030681347474455833, -0.02158842794597149, -0.044632688164711, -0.05311640724539757, 0.03931950777769089, -0.01794499345123768, -0.0019120420329272747, 0.03072098083794117, -0.0012859778944402933, -0.018528535962104797, 0.017664479091763496, -0.04048040136694908, 0.01453903317451477, 0.0025439905002713203, 0.010034746490418911, -0.009571203030645847, -0.0037495254073292017, -0.016891472041606903, -0.021742211654782295, 0.008848040364682674, -0.03525545075535774, -0.020275665447115898, -0.0023750239051878452, 0.037653904408216476, 0.06575492024421692, 0.009263779036700726, -0.00968974269926548 ]
[ -0.051679737865924835, -0.012482021935284138, -0.009426038712263107, -0.02950666844844818, 0.05628195405006409, -0.023634610697627068, -0.034157488495111465, 0.022327285259962082, -0.0214835237711668, -0.02429286390542984, -0.0013390816748142242, -0.0004469242412596941, -0.010214027017354965, -0.0019109129207208753, 0.08810456842184067, -0.00042759685311466455, -0.012710471637547016, -0.06805294752120972, -0.010218937881290913, 0.03359011933207512, -0.010988159105181694, -0.02216697856783867, -0.019234253093600273, -0.013592096976935863, 0.024718208238482475, 0.010411014780402184, 0.0396529957652092, -0.050246432423591614, -0.01768515072762966, -0.1525738537311554, 0.010201888158917427, 0.02108188346028328, 0.054105568677186966, -0.01498694159090519, -0.03290640562772751, 0.057474154978990555, 0.03254031017422676, 0.008656088262796402, -0.015742406249046326, 0.03681129962205887, 0.028177129104733467, -0.010368176735937595, -0.025129856541752815, -0.021699123084545135, 0.042127955704927444, 0.022728033363819122, 0.007920326665043831, -0.05186145752668381, -0.01849113591015339, -0.001213395968079567, -0.06590151786804199, -0.042174484580755234, -0.04638638347387314, -0.03956197202205658, -0.03704497963190079, 0.01005010586231947, 0.010221462696790695, 0.060244906693696976, 0.007164294365793467, 0.019097531214356422, 0.02079623006284237, 0.0059517924673855305, -0.16965444386005402, 0.12763574719429016, -0.0021551589015871286, 0.06158358231186867, -0.03383079916238785, 0.04804500564932823, -0.002581927692517638, 0.08038806915283203, 0.004166364204138517, -0.02090359479188919, 0.009057278744876385, 0.054405875504016876, 0.01835099793970585, 0.03546396642923355, -0.019405050203204155, 0.028781089931726456, 0.03387219086289406, -0.06552386283874512, -0.03973554074764252, 0.0024965982884168625, 0.004593706224113703, -0.030680563300848007, -0.007620609365403652, -0.0033266774844378233, 0.012453500181436539, 0.018157485872507095, 0.0015210650162771344, 0.014697954058647156, 0.03467248007655144, -0.027863143011927605, -0.004036684520542622, 0.017871398478746414, -0.0668504387140274, -0.05412544682621956, 0.002631771843880415, 0.012432267889380455, -0.04316626861691475, 0.40095359086990356, -0.03665591776371002, -0.008981321007013321, 0.09777888655662537, 0.02201935462653637, 0.002577574457973242, -0.018443778157234192, 0.060430701822042465, -0.05270491912961006, 0.03273499757051468, -0.0146905817091465, 0.0022087404504418373, -0.006253818981349468, 0.04631109908223152, -0.04049772769212723, 0.03185419365763664, 0.026843929663300514, 0.06308772414922714, 0.03473558649420738, -0.011284791864454746, -0.03336244449019432, 0.0007162103429436684, -0.009063049219548702, 0.020659558475017548, -0.03753755986690521, -0.0033206038642674685, -0.04723137617111206, 0.03347045183181763, 0.0416787713766098, 0.057118743658065796, 0.007272837683558464, 0.049547236412763596, -0.027620820328593254, -0.0704658180475235, -0.012204176746308804, -0.0065817805007100105, 0.01314973272383213, 0.0076668295077979565, -0.03022083453834057, 0.03098459728062153, 0.04695909097790718, 0.05354253947734833, 0.0014930205652490258, 0.005254833027720451, -0.013522433117032051, -0.04628298431634903, 0.12452183663845062, 0.030722251161932945, -0.02964351512491703, -0.04368108510971069, -0.004515280481427908, 0.006085507106035948, 0.018720556050539017, -0.029855363070964813, -0.05751631781458855, 0.033516693860292435, -0.0025825495831668377, 0.12708225846290588, -0.029091540724039078, -0.0443737655878067, -0.031865932047367096, -0.03254089131951332, -0.023251496255397797, -0.03326127305626869, 0.02320067025721073, 0.07013634592294693, -0.08797575533390045, -0.0006033256649971008, 0.00258378847502172, -0.011303850449621677, -0.08154480159282684, 0.004201042931526899, 0.006606350187212229, -0.025208357721567154, 0.01685217209160328, 0.06648758798837662, -0.014538201503455639, -0.029222380369901657, 0.003196590580046177, 0.05805307999253273, 0.01649080403149128, 0.052782680839300156, 0.02158346213400364, -0.033283766359090805, 0.028313755989074707, -0.048161424696445465, -0.06365451216697693, -0.05086548998951912, -0.04246966168284416, -0.016119593754410744, 0.025177551433444023, -0.018755998462438583, -0.018207764253020287, -0.10179326683282852, 0.0702647939324379, -0.04770433530211449, 0.003662264905869961, 0.05544119328260422, -0.012975955381989479, -0.03918592259287834, 0.005118743982166052, -0.10310418903827667, 0.013645106926560402, -0.06822825968265533, 0.023495253175497055, -0.03961888328194618, 0.04985438659787178, 0.09463278204202652, -0.03623690456151962, 0.0884988084435463, 0.02693980187177658, -0.05202212929725647, -0.04028430953621864, -0.008648588322103024, 0.0015893550589680672, -0.006729417014867067, -0.022290382534265518, 0.02870752289891243, 0.034798238426446915, -0.006299387663602829, 0.0240913275629282, -0.0025406437925994396, -0.035086922347545624, -0.01547203678637743, -0.3416898548603058, -0.03041302040219307, 0.013555482029914856, -0.011155584827065468, 0.04556181654334068, -0.06174953654408455, 0.053903862833976746, -0.013697929680347443, -0.018274608999490738, 0.026650039479136467, 0.061166901141405106, -0.028544606640934944, 0.04733413830399513, -0.08358895033597946, 0.008824296295642853, 0.014446315355598927, -0.02489003725349903, -0.01640257053077221, -0.01157313771545887, 0.015942903235554695, 0.004815893713384867, -0.0013985231053084135, 0.0015588755486533046, -0.06778714805841446, 0.00027910948847420514, -0.024578822776675224, 0.056622955948114395, 0.043048568069934845, 0.06930258125066757, -0.01885456219315529, 0.055835090577602386, 0.0235642958432436, 0.02779388055205345, -0.13542836904525757, -0.01575554348528385, 0.011098580434918404, 0.020534353330731392, -0.03839210420846939, 0.010245043784379959, -0.06458454579114914, -0.019276970997452736, 0.057849474251270294, -0.07537289708852768, -0.05866296589374542, -0.1261102557182312, 0.01836666278541088, -0.02601098082959652, -0.03167073428630829, -0.011215310543775558, 0.062293894588947296, 0.011998103000223637, -0.011434575542807579, -0.0018015202367678285, 0.024533413350582123, -0.054041244089603424, -0.013053448870778084, -0.08585361391305923, 0.007201243191957474, -0.003947173245251179, 0.010164308361709118, 0.012614396400749683, 0.07809002697467804, 0.03541013225913048, -0.07356944680213928, -0.013167282566428185, 0.020173361524939537, -0.004310046322643757, 0.028933871537446976, 0.03893735632300377, -0.023123208433389664, -0.03942714259028435, 0.08312036842107773, 0.0021886047907173634, 0.010768504813313484, 0.019967686384916306, 0.01949603483080864, -0.012348274700343609, 0.03447253257036209, 0.0033876444213092327, -0.01719759777188301, 0.020154282450675964, -0.033830177038908005, 0.023638634011149406, -0.023020531982183456, -0.002753995358943939, 0.03749494627118111, -0.011796316131949425, -0.06475497037172318, 0.06252115964889526, 0.016673117876052856, -0.04275543987751007, 0.038726966828107834, -0.04070035740733147, -0.03322960436344147, 0.020895717665553093, 0.007164087146520615, -0.23436510562896729, 0.005702523980289698, 0.0670996606349945, 0.05652322247624397, 0.031631022691726685, 0.034116923809051514, 0.02694172039628029, -0.025028327479958534, -0.017810821533203125, 0.023433689028024673, 0.05637100338935852, 0.018546398729085922, -0.05151721090078354, 0.01172778569161892, 0.019742973148822784, 0.01859956793487072, 0.04559582099318504, 0.009038828313350677, -0.017231548205018044, -0.0020212631206959486, 0.015655994415283203, -0.008132196962833405, 0.14617478847503662, 0.014138670638203621, 0.03207935392856598, -0.022018322721123695, -0.003768485737964511, 0.004430104047060013, 0.07151009142398834, -0.008775106631219387, 0.018591122701764107, -0.04233797639608383, 0.04208555072546005, 0.008434808813035488, 0.020880430936813354, -0.08055847883224487, -0.02202005498111248, 0.011578412726521492, 0.0345781110227108, -0.010912591591477394, 0.03098955564200878, -0.008105098269879818, -0.059253763407468796, 0.03677063807845116, 0.044188495725393295, 0.011112342588603497, 0.023334136232733727, -0.06369025260210037, -0.051773469895124435, -0.011928523890674114, 0.007493692450225353, -0.01750178262591362, 0.02198309451341629, 0.04003077372908592, 0.0005949482438154519, 0.07859976589679718, 0.01639954000711441, -0.01875537820160389, -0.0016941542271524668, -0.003621719777584076, -0.033513277769088745, -0.021945420652627945, 0.08815068751573563, 0.06875398010015488, 0.05152997374534607 ]
[ 0.01037691906094551, -0.027264196425676346, 0.01998637244105339, 0.004099797457456589, -0.0056508323177695274, -0.0008324065711349249, 0.007673891726881266, 0.008446223102509975, 0.03198584169149399, 0.0022512967698276043, -0.0074500818736851215, 0.028348105028271675, 0.013300100341439247, -0.031069863587617874, 0.04018582031130791, 0.0035053652245551348, 0.005309050902724266, -0.021292276680469513, 0.0056121014058589935, 0.02030114084482193, 0.006089077331125736, 0.0263983067125082, 0.008353592827916145, -0.007751429453492165, -0.03029746189713478, 0.033498331904411316, -0.018288083374500275, -0.04569138586521149, 0.03921964764595032, -0.13596177101135254, 0.005131271667778492, -0.004919152241200209, 0.012031608261168003, 0.01608223095536232, -0.00785392988473177, -0.016822198405861855, -0.0037248479202389717, 0.0350986048579216, -0.006819064263254404, 0.012509840540587902, -0.01793615333735943, -0.014792325906455517, 0.02454536221921444, 0.01990845799446106, -0.01046166941523552, -0.01761471852660179, -0.0019141117809340358, -0.034390904009342194, -0.007174407597631216, -0.009720555506646633, -0.03145298734307289, -0.05144445598125458, -0.008431869558990002, 0.016667624935507774, -0.006009743548929691, 0.01023903675377369, -0.005189788527786732, 0.007085822522640228, 0.007884059101343155, -0.020533455535769463, 0.0011494234204292297, -0.026881342753767967, -0.0659441277384758, -0.00828312523663044, -0.005078714340925217, -0.020673230290412903, -0.014250271022319794, 0.023122163489460945, -0.010528633370995522, 0.012926461175084114, -0.0012541061732918024, 0.04913552850484848, -0.014497057534754276, -0.030260656028985977, 0.03259886056184769, -0.002243963535875082, -0.001867882558144629, -0.011537964455783367, 0.02921728603541851, -0.034844301640987396, 0.0013233906356617808, 0.04104955494403839, 0.008668443188071251, -0.03202728554606438, 0.0040575237944722176, -0.01648225262761116, 0.03659415245056152, -0.012053778395056725, -0.019423991441726685, 0.011717834509909153, -0.03037451021373272, 0.023649517446756363, -0.006325972732156515, -0.011652491986751556, -0.08397512137889862, -0.02182948961853981, -0.03385672718286514, -0.002567768795415759, 0.019276216626167297, 0.8638582825660706, -0.006261921022087336, 0.04464190825819969, 0.011559359729290009, -0.023859016597270966, 0.00916770938783884, -0.042527973651885986, -0.004118836019188166, 0.015614017844200134, 0.0390000157058239, -0.017463356256484985, 0.021544985473155975, 0.025533931329846382, 0.0017332113347947598, 0.000056692108046263456, 0.04949316754937172, 0.02463732659816742, 0.06717131286859512, -0.013501117937266827, -0.015539596788585186, -0.0042765154503285885, -0.004515471868216991, -0.003137888852506876, 0.009453494101762772, 0.00817336980253458, -0.022665003314614296, -0.18759821355342865, 0.01629016362130642, -7.988332673821943e-33, 0.03426051884889603, -0.0036403085105121136, -0.017290499061346054, 0.006664857268333435, 0.008190332911908627, 0.010466453619301319, 0.021816203370690346, 0.02213238552212715, -0.028056301176548004, -0.014671548269689083, 0.009280482307076454, -0.00518782576546073, 0.011685575358569622, -0.02573605813086033, 0.030027849599719048, -0.0003473277611192316, -0.03958255797624588, 0.0006810913910157979, -0.004215944558382034, -0.002471229061484337, 0.04071345925331116, 0.027112126350402832, 0.0034098911564797163, -0.0018223727820441127, -0.004784025251865387, -0.009670020081102848, 0.02475484274327755, -0.014758831821382046, 0.014429649338126183, -0.04474606364965439, -0.028102383017539978, -0.0021924860775470734, -0.03614771366119385, -0.016924822703003883, 0.01214254554361105, -0.04215441644191742, -0.0359412245452404, 0.011597394943237305, 0.023766111582517624, -0.04117930680513382, -0.03529849275946617, -0.010870001278817654, -0.01761370711028576, -0.017373668029904366, -0.012920270673930645, 0.02219812385737896, 0.009369498118758202, 0.011021281592547894, -0.011852656491100788, -0.00017507134180050343, 0.013725773431360722, -0.015530959703028202, -0.01371570024639368, 0.006929296534508467, 0.00848847534507513, -0.017143793404102325, 0.0034010177478194237, 0.015698935836553574, 0.014059745706617832, 0.0294744074344635, 0.002987942658364773, 0.016919294372200966, -0.0028720940463244915, 0.02211996167898178, -0.01609373278915882, 0.0018999206367880106, -0.005811212118715048, -0.0013802446192130446, 0.04240439459681511, -0.02042430080473423, -0.03810276463627815, 0.00039477323298342526, -0.013432323932647705, -0.017824744805693626, -0.03246831148862839, 0.0011588471243157983, -0.014999465085566044, 0.00008402636740356684, -0.004408130422234535, 0.07906744629144669, 0.014765848405659199, 0.0023120816331356764, -0.0052176183089613914, -0.01684398576617241, -0.0362197570502758, -0.015976890921592712, 0.04080378636717796, -0.019463036209344864, -0.01916508749127388, 0.007450787350535393, 0.02574324794113636, 0.04986562579870224, -0.011169493198394775, 0.0129335792735219, 0.002800195710733533, 8.072408437896569e-33, 0.028187118470668793, 0.0025260625407099724, -0.020481785759329796, -0.022880075499415398, 0.039227329194545746, -0.006119615864008665, 0.007641437463462353, 0.0299015324562788, -0.05805318430066109, 0.01001925952732563, -0.015478509478271008, -0.0072328513488173485, -0.019735826179385185, 0.036502014845609665, 0.008250290527939796, -0.04528229683637619, 0.010767434723675251, -0.02188047394156456, 0.007097726222127676, 0.004527888260781765, 0.0014691798714920878, 0.004763957113027573, -0.007914966903626919, 0.032294318079948425, 0.05123428255319595, 0.04212887957692146, 0.000924132764339447, 0.03125796467065811, -0.006166430190205574, 0.014356679283082485, 0.005677472334355116, 0.008758626878261566, 0.026121089234948158, 0.0035055235493928194, -0.02797790989279747, 0.03959929570555687, -0.002950626192614436, -0.019767822697758675, -0.002168018138036132, -0.042928531765937805, 0.009048039093613625, 0.017850801348686218, 0.0016975441249087453, 0.011766073293983936, 0.006878680549561977, -0.017803329974412918, 0.0032258713617920876, -0.012432030402123928, -0.011671517044305801, -0.0014128420734778047, -0.01552415732294321, -0.03797605633735657, 0.04373166337609291, 0.01991180144250393, 0.011727158911526203, -0.021686211228370667, -0.011293022893369198, -0.00855029746890068, 0.005539351608604193, 0.006455687340348959, -0.013723045587539673, -0.002853136043995619, -0.030862806364893913, 0.0007109213620424271, -0.0232333242893219, -0.033273596316576004, 0.012990148738026619, 0.03333616629242897, -0.018352864310145378, -0.0024613356217741966, -0.004543691873550415, 0.0013727735495194793, 0.01983567886054516, 0.026204144582152367, 0.04041723161935806, -0.004266840405762196, 0.015014332719147205, 0.022571083158254623, -0.04791678860783577, 0.02121654711663723, -0.004959693178534508, -0.0019359212601557374, 0.008888878859579563, 0.0018807948799803853, -0.005693103652447462, 0.03587653860449791, 0.020292973145842552, 0.0258177500218153, -0.009687598794698715, -0.02434626780450344, -0.007606509607285261, -0.02797582745552063, 0.00654450012370944, 0.012316468171775341, -0.0021792715415358543, -1.3723771452589517e-8, -0.056007254868745804, -0.018341483548283577, -0.0236003790050745, 0.02550756186246872, 0.012234834022819996, 0.00612215930595994, -0.010811435990035534, -0.011183924973011017, -0.023890845477581024, 0.03427259624004364, 0.02623734623193741, -0.027428599074482918, 0.008638138882815838, 0.020017454400658607, 0.023669760674238205, -0.008459246717393398, -0.01925596222281456, -0.01775757409632206, 0.0412435345351696, -0.0028920473996549845, 0.04269759729504585, 0.02173542231321335, 0.008642790839076042, 0.016475722193717957, 0.022606180980801582, -0.0073743243701756, 0.003303737612441182, -0.08495031297206879, -0.02631053328514099, -0.010710290633141994, 0.0049994210712611675, -0.028785662725567818, -0.041128113865852356, 0.0195007361471653, -0.006605948321521282, 0.0019456279696896672, 0.004766813945025206, 0.022161101922392845, -0.0017818821361288428, -0.0037207254208624363, -0.026284370571374893, -0.010707293637096882, -0.0017186205368489027, -0.03467819094657898, -0.022529160603880882, 0.014115075580775738, -0.0012810758780688047, -0.004155728034675121, 0.0283365361392498, -0.0038727312348783016, -0.007439638953655958, -0.01848275400698185, 0.04554300382733345, 0.005713877268135548, 0.015287721529603004, -0.006459258496761322, -0.017603961750864983, 0.021599475294351578, -0.03435882180929184, -0.02643902227282524, 0.012420074082911015, 0.03470028564333916, -0.02231028862297535, -0.009029255248606205 ]
learning-through-teaching
https://markhneedham.com/blog/2009/04/21/learning-through-teaching
false
2009-04-30 06:12:41
Coding Dojo #13: TDD as if you meant it
[ "coding-dojo" ]
[ "Coding Dojo" ]
We decided to follow Keith Braithwaite's 'http://www.parlezuml.com/softwarecraftsmanship/sessions/tdd_as_if_you_meant_it.htm[TDD as if you meant it]' exercise which he led at the http://www.parlezuml.com/softwarecraftsmanship/index.htm[Software Craftsmanship Conference] and which I originally read about on http://gojko.net/2009/02/27/thought-provoking-tdd-exercise-at-the-software-craftsmanship-conference/[Gojko Adzic's blog]. We worked on implementing a Flash Message interceptor, to hook into the Spring framework, that one of my colleague's has been working on - the idea is to show a flash method to the user, that message being stored in the session on a Post and then removed on a Get in the 'http://en.wikipedia.org/wiki/Post/Redirect/Get[Post-Redirect-Get]' cycle. It's similar to the http://ianpurton.com/helper-to-display-rails-flash-messages/[':flash' messages that get passed around in Rails]. == The Format We used the http://codingdojo.org/cgi-bin/wiki.pl?RandoriKata[Randori] approach with five people participating for the whole session. == What We Learnt * We were following these rules for coding : .. write exactly ONE failing test .. make the test from (1) pass by first writing implementation code IN THE TEST .. create a new implementation method/function by: ... doing extract method on implementation code created as per (2), or ... moving implementation code as per (2) into an existing implementation method ** only ever create new methods IN THE TEST CLASS ** only ever create implementation classes to provide a destination for extracting a method created as per (4). ** populate implementation classes by doing move method from a test class into them ** refactor as required ** go to (1) + </ol> Despite having read about Gojko's experiences of this exercise I still found it amazingly frustrating early on taking such small steps and the others pointed out a couple of times that the steps we were taking were too big. The *most difficult thing for me was the idea of writing the implementation in the test* and working out what counts as implementation code and what counts as test setup. The line seemed to be a little bit blurred at times. .. We worked out after writing 5 or 6 tests that *we had overcomplicated things* - we originally started out using a map to represent the session and then called the get and put methods on that to represent putting the flash message into and taking it out from the session. We decided to redo these tests so that the flash message was just represented as a string which we manipulated. This second approach guided us towards the idea of having a FlashMessageStore object with a much simpler API than a Map. .. We started off *only extracting methods when there was duplication in our tests which forced us to do so*. As a result of doing this I think we ended up having the implementation details in the test for longer than the exercise intended. We didn't introduce a class to hold our methods for quite a while either - the idea we were following was that we wouldn't create a class unless we had three methods to put on it. Once we got the hang of the exercise we started creating those methods and classes much earlier. .. http://twitter.com/davcamer/[Dave] pointed out an interesting way of writing guard blocks which I hadn't seen before - the idea is that if you want to exit from a method it's fine not to have the {} on the if statement as long as you keep the whole statement on one line. Roughly something like this: ~~~java public void clearFlashMessageIfRequestTypeIsGet(Request request) { if(!"get".equalsIgnoreCase(request.GetType()) return; // do other stuff } ~~~ .. It seemed like following these rules guided us towards http://www.markhneedham.com/blog/2009/03/10/oo-micro-types/[tiny/micro types] in our code and *the methods we extracted were really small* compared to the ones we would have written if we'd started off writing the test and implementation separately. .. We had an interesting discussion towards the end of the dojo about the merits of *wrapping framework libraries with our own types*. For example we might choose to wrap the HttpServletRequest in our own Request object so that we can control the API in our code. Although I think this might initially be a bit confusing to people who expect to see a certain set of methods available when they see they are using a Request object, this approach seems to be following Steve McConnell's advice in http://www.amazon.co.uk/Code-Complete-Practical-Handbook-Construction/dp/0735619670/ref=sr_1_1?ie=UTF8&s=books&qid=1241035816&sr=8-1[Code Complete] of 'coding into a language' rather than in a language - we are moulding the framework to our system's needs. + == For next time *** I really enjoy the dojos where we experiment with an approach which is slightly different than what you do on projects. Although the language (Java) was familiar to everyone it was still challenging to code a very different way than what we're used to. We'll probably try this exercise again the next time with another problem.
null
null
[ 0.019167430698871613, -0.006948698312044144, -0.032622598111629486, 0.05145680531859398, 0.0788213312625885, 0.004770054016262293, 0.057005930691957474, 0.01961594447493553, 0.028306154534220695, -0.010696866549551487, -0.01937193237245083, -0.010633704252541065, -0.05600273236632347, 0.005523215513676405, -0.0410713329911232, 0.06569448113441467, 0.07216136902570724, -0.015650298446416855, 0.04119591414928436, 0.008861744776368141, 0.025981659069657326, 0.08867722004652023, 0.020414257422089577, 0.031583648175001144, 0.01960873045027256, 0.033974528312683105, 0.04041118919849396, -0.011093026027083397, -0.06299299746751785, -0.02298959344625473, 0.03317407891154289, -0.006487247534096241, 0.012334674596786499, -0.002545769326388836, 0.02553556114435196, 0.00935464259237051, -0.004674520809203386, -0.00023684055486228317, 0.015491941012442112, 0.0007349170045927167, -0.05554722994565964, 0.04899153485894203, -0.019624609500169754, 0.011870168149471283, -0.04438817501068115, 0.00011481728142825887, -0.03848211467266083, 0.004146823193877935, 0.013038265518844128, -0.012742958031594753, -0.08175664395093918, 0.042594507336616516, -0.016835102811455727, -0.004324568435549736, 0.0019101096550002694, 0.04939379543066025, 0.026911931112408638, -0.06933903694152832, 0.033585499972105026, -0.03144437074661255, -0.018971828743815422, -0.010274112224578857, 0.0005979379056952894, 0.0401860773563385, 0.02001180686056614, -0.035297080874443054, -0.01166904903948307, 0.046563584357500076, -0.034221526235342026, -0.022717278450727463, -0.020023133605718613, 0.0038706727791577578, -0.013837617821991444, 0.004104283172637224, 0.0432131364941597, -0.025297338142991066, 0.015556958504021168, 0.07103308290243149, -0.015877392143011093, 0.04071952402591705, -0.016768427565693855, 0.004439288750290871, 0.013042643666267395, 0.030602749437093735, -0.00020101950212847441, -0.036361511796712875, -0.016497235745191574, -0.00418316712602973, -0.045367442071437836, 0.066367506980896, -0.0012743547558784485, -0.060354653745889664, 0.012585461139678955, 0.03359728306531906, 0.018361933529376984, 0.00950674805790186, 0.009209683164954185, 0.013237105682492256, -0.005327833350747824, -0.007231268100440502, -0.006897553335875273, -0.009939990006387234, 0.0034908284433186054, 0.022161049768328667, -0.0740320160984993, 0.01665392704308033, -0.03149712458252907, -0.04469332844018936, 0.0039902678690850735, 0.0053376248106360435, -0.026834363117814064, 0.008662023581564426, -0.03535839170217514, -0.014131942763924599, -0.0789397582411766, 0.07747504115104675, -0.003094290615990758, -0.0394807793200016, -0.016749903559684753, 0.02924511581659317, 0.037529610097408295, 0.031125903129577637, -0.007988184690475464, 0.07691627740859985, 0.024219034239649773, 0.028795352205634117, -0.0315224826335907, 0.0755794495344162, -0.02993093803524971, -0.049564581364393234, -0.029944490641355515, 0.034847818315029144, 0.005776598583906889, 0.0022879736497998238, -0.003735214937478304, -0.020526191219687462, 0.005696540232747793, -0.022107768803834915, 0.038872409611940384, 0.05871712043881416, -0.030871499329805374, -0.023060303181409836, 0.026341166347265244, -0.00714820995926857, 0.011886491440236568, 0.009587026201188564, 0.024590404704213142, -0.022484801709651947, -0.0355062335729599, 0.0015730931190773845, 0.00032443940290249884, 0.01675301603972912, 0.032136220484972, -0.039879266172647476, -0.004496251232922077, 0.08495921641588211, 0.010085401125252247, 0.013355575501918793, -0.009064066223800182, 0.010089029558002949, 0.03138519451022148, 0.02012510411441326, 0.023409340530633926, 0.03716646879911423, 0.017549622803926468, 0.0024861616548150778, -0.01536581851541996, 0.03360354155302048, 0.004931810777634382, -0.005909767001867294, -0.060018811374902725, -0.033800672739744186, 0.06394914537668228, -0.06121029704809189, -0.013220353052020073, 0.0301071684807539, 0.06354329735040665, 0.016466841101646423, 0.047709155827760696, 0.01326356828212738, -0.07516831159591675, 0.017609206959605217, 0.004998471587896347, 0.027128323912620544, 0.03026791848242283, -0.0324767604470253, 0.07257995009422302, 0.037102364003658295, -0.011693377047777176, 0.04519728571176529, -0.08466368913650513, -0.09635459631681442, -0.013974812813103199, -0.04099082574248314, 0.06957333534955978, -0.03727417811751366, 0.01870984211564064, 0.05436873063445091, 0.02121925726532936, 0.044654879719018936, 0.02585216611623764, -0.015125569887459278, -0.0024537730496376753, -0.03253592550754547, -0.01483914628624916, 0.06112336739897728, 0.03888528421521187, -0.013264760375022888, -0.04473024606704712, -0.004885704256594181, 0.0036748533602803946, -0.028783699497580528, 0.03469918668270111, -0.005420163739472628, 0.043531160801649094, 0.02120821177959442, 0.05706486478447914, 0.004377932287752628, 0.0708390548825264, -0.055370818823575974, 0.011132503859698772, 0.004492904059588909, -0.02706255577504635, 0.009110977873206139, -0.009209956973791122, 0.11248897016048431, 0.042292557656764984, -0.03795282915234566, -0.0372602753341198, 0.005855260882526636, 0.012482832185924053, -0.040988679975271225, -0.011411026120185852, -0.0172128826379776, 0.022732330486178398, -0.0022715614177286625, -0.06101829558610916, -0.03343931958079338, 0.024240147322416306, -0.041333913803100586, 0.02017553336918354, 0.08383417129516602, -0.015748847275972366, 0.03486355394124985, -0.015296855941414833, -0.013882318511605263, -0.005637213587760925, -0.011436911299824715, -0.06387964636087418, 0.02740919031202793, 0.04459194466471672, -0.03191941976547241, 0.04465930908918381, -0.03317254036664963, -0.03498843312263489, -0.03430499881505966, -0.03948334604501724, -0.00676879333332181, 0.033555787056684494, 0.05740184336900711, -0.009414109401404858, 0.057424627244472504, -0.020835185423493385, 0.02018273063004017, -0.008473952300846577, -0.05236038193106651, -0.030130945146083832, -0.026229580864310265, -0.009376143105328083, 0.04037842899560928, 0.004212272819131613, 0.014442344196140766, 0.029417553916573524, 0.006647538859397173, -0.02723328210413456, 0.011104878969490528, 0.01821393147110939, -0.007470319978892803, -0.022999845445156097, -0.006195950787514448, -0.05600897967815399, 0.03461712598800659, -0.04416537284851074, -0.01623019389808178, 0.019641082733869553, -0.06991694122552872, 0.051903098821640015, -0.0587533563375473, -0.05498311668634415, 0.03567017614841461, 0.022715585306286812, 0.06053656339645386, -0.0008740242337808013, 0.017288876697421074, 0.07070823758840561, 0.00012927554780617356, 0.005542603321373463, -0.005434464663267136, 0.005727971903979778, 0.04295392706990242, 0.0162690170109272, -0.0031223304104059935, 0.032025113701820374, 0.010566267184913158, -0.0014166025212034583, -0.04400922358036041, 0.03151350095868111, 0.003927778452634811, -0.27273237705230713, 0.0354609414935112, -0.011343251913785934, -0.03424510732293129, 0.022258274257183075, -0.01646972820162773, 0.005874039605259895, -0.05680714547634125, -0.009614434093236923, 0.01848168671131134, -0.04181148111820221, -0.03477602079510689, -0.02667657472193241, 0.05110563710331917, -0.009747258387506008, 0.017413679510354996, 0.007281414698809385, -0.03679031506180763, 0.03497237339615822, 0.060391396284103394, 0.010797036811709404, -0.0696268305182457, 0.014046472497284412, 0.047647878527641296, 0.022609923034906387, 0.04269283264875412, -0.09474287182092667, 0.03433066979050636, -0.0220656618475914, -0.004182045813649893, 0.026312103495001793, -0.014792528003454208, -0.006174365524202585, -0.01731802336871624, -0.020090557634830475, 0.011401156894862652, 0.048622578382492065, 0.007726642768830061, 0.01270870678126812, 0.0076728444546461105, -0.020632822066545486, -0.03405323997139931, -0.007078985683619976, 0.02180233597755432, 0.08755750209093094, 0.00039196779835037887, -0.06392016261816025, -0.01434326171875, -0.028164394199848175, 0.07617218047380447, -0.03408944234251976, -0.04582595080137253, 0.029875749722123146, 0.030415911227464676, -0.01522116083651781, -0.02248631976544857, -0.000399492826545611, -0.00817625131458044, -0.03492617607116699, -0.024831971153616905, -0.03173891082406044, -0.02901110239326954, -0.018702048808336258, -0.05819368362426758, -0.005655923392623663, -0.07833512127399445, -0.03693172335624695, -0.00059660361148417, 0.06339503079652786, 0.021117256954312325, -0.02167242206633091, 0.01858621835708618, -0.03205995634198189, -0.10882159322500229, -0.011211186647415161, -0.0107293501496315, -0.01736903190612793, -0.023433474823832512, 0.006380929611623287, 0.06502097845077515, -0.043823737651109695, -0.047391656786203384, 0.048637114465236664, 0.015026416629552841, 0.030438382178544998, 0.01336530689150095, 0.03899671509861946, -0.006399696692824364, -0.01925382949411869, 0.0070686847902834415, 0.07049493491649628, 0.0029124165885150433, -0.04328025132417679, -0.023602021858096123, 0.021349018439650536, 0.05266828089952469, 0.034547582268714905, -0.004779031500220299, 0.006572237703949213, 0.018117111176252365, -0.010103698819875717, -0.054781969636678696, 0.047219302505254745, -0.012908507138490677, -0.010336027480661869, -0.010299766436219215, -0.06345541775226593, 0.02667856588959694, 0.04249877482652664, 0.038108039647340775, -0.021449578925967216, -0.04252740368247032, -0.004819402936846018, -0.025063814595341682, -0.04830719158053398, -0.03035498969256878, -0.013534891419112682, 0.02579229511320591, -0.013162698596715927, -0.0006484636687673628, -0.08072376996278763, -0.003901801770552993, 0.009724188596010208, -0.017630768939852715, -0.05233035236597061, -0.03721314296126366, -0.004456779453903437, -0.03116842359304428, 0.017551744356751442, 0.015036658383905888, -0.01288168877363205, 0.02132389508187771, 0.003065424505621195, -0.04409283399581909, 0.0002321190113434568, -0.023573650047183037, -0.05662621930241585, -0.016877412796020508, -0.0043085417710244656, 0.00721012381836772, 0.013267274014651775, 0.00425174692645669, 0.0031268249731510878, 0.02547614835202694, 0.06215951591730118, 0.013637750409543514, 0.014150709845125675, 0.0047753723338246346, -0.0013224022695794702, 0.00747060589492321, 0.028216805309057236, -0.0706012099981308, 0.010497413575649261, -0.04115445539355278, -0.02740219607949257, -0.02877189964056015, 0.00256332173012197, -0.02525383047759533, -0.016052816063165665, -0.009328474290668964, 0.012463144958019257, -0.04377591237425804, -0.019986897706985474, -0.0328347347676754, 0.01886128820478916, 0.06472232192754745, -0.017392566427588463, 0.021944083273410797, -0.02812017686665058, -0.035294074565172195, -0.00578592624515295, 0.006893150508403778, -0.034752778708934784, 0.029774421826004982, 0.00895285326987505, -0.020866012200713158, 0.004143223166465759, -0.0033374286722391844, 0.03624682128429413, 0.002410568529739976, -0.0018079705769196153, -0.056569572538137436, 0.032622095197439194, 0.021038571372628212, 0.0434190034866333, 0.0012617253232747316, -0.006352749653160572, 0.012964428402483463, -0.013615679927170277, -0.006293321028351784, -0.02745322696864605, -0.005999449174851179, 0.015373223461210728, 0.02201596088707447, -0.04384147375822067, -0.08756311982870102, 0.03326205909252167, 0.046395789831876755, -0.004754478577524424, -0.0013311749789863825, -0.0005999099230393767, -0.017188815400004387, -0.013731350190937519, 0.0263556819409132, 0.05590140074491501, -0.06652640551328659, -0.003019518917426467, -0.007730009034276009, 0.015079806558787823, 0.007155537139624357, -0.0008229584782384336, -0.051147423684597015, -0.014459527097642422, -0.022706953808665276, -0.019407734274864197, -0.03983475640416145, -0.03229115903377533, -0.026965726166963577, 0.008273954503238201, 0.00045694326399825513, -0.003409386845305562, -0.007267311215400696, -0.0317826047539711, -0.008727826178073883, -0.031331565231084824, 0.000017146630852948874, -0.04620325192809105, -0.0007615248905494809, -0.010846305638551712, -0.02207954414188862, 0.01918756775557995, -0.031923457980155945, 0.031778767704963684, 0.01720586232841015, -0.018198082223534584, -0.031964074820280075, -0.04525482654571533, 0.02056906931102276, 0.009685678407549858, 0.045648980885744095, -0.0002164137695217505, -0.003787731286138296, -0.026173647493124008, -0.0014930472243577242, -0.04577192664146423, 0.01793050207197666, -0.025281142443418503, -0.027387680485844612, 0.04563703387975693, 0.061134155839681625, 0.026617923751473427, 0.07124163955450058, 0.008136498741805553, -0.006906261667609215, 0.057498205453157425, -0.07567491382360458, -0.003427294082939625, -0.0305927824229002, -0.07041697204113007, 0.024007529020309448, -0.010807830840349197, 0.03581416606903076, -0.03654850274324417, 0.0370212197303772, 0.012798330746591091, 0.027052495628595352, 0.05738937854766846, -0.007030127570033073, 0.03396133705973625, -0.03446950390934944, -0.003401476191356778, -0.10086765885353088, 0.004581518471240997, 0.02851216122508049, 0.0027765370905399323, -0.02231913059949875, -0.02623843029141426, -0.02764706499874592, 0.037155214697122574, -0.0474112406373024, -0.03026081807911396, 0.037160687148571014, -0.0016226173611357808, -0.015472544357180595, 0.02323019690811634, -0.05225983262062073, 0.03439786657691002, 0.034700360149145126, -0.0419313944876194, -0.017490722239017487, -0.049007877707481384, 0.05137767642736435, 0.007302050478756428, 0.02286430448293686, -0.025932282209396362, -0.010814019478857517, 0.06287873536348343, 0.019485000520944595, 0.0138094462454319, 0.04939509928226471, -0.003637112909927964, 0.03568313643336296, 0.0224260613322258, -0.005745776928961277, -0.014879485592246056, 0.02546941302716732, -0.008088662289083004, -0.0663987547159195, 0.0749180018901825, -0.004420834127813578, -0.03185014799237251, -0.040167249739170074, 0.06854899227619171, 0.0277203768491745, -0.03677038103342056, -0.0588187649846077, 0.023525012657046318, -0.058142032474279404, -0.014040830545127392, -0.010916649363934994, 0.0014505306025967002, -0.03620069473981857, 0.06293629854917526, -0.024028373882174492, 0.003048427402973175, 0.06890890747308731, 0.0015207264805212617, -0.030285628512501717, -0.04420046508312225, 0.07382911443710327, 0.06514057517051697, 0.04698057472705841, 0.010348094627261162, 0.06738312542438507, -0.013614753261208534, -0.06338126212358475, 0.010224203579127789, -0.01597994565963745, -0.01628457009792328, -0.037589266896247864, 0.01646219566464424, 0.06663589179515839, -0.016634555533528328, 0.048684656620025635, -0.0192214734852314, -0.0038366748485714197, -0.0017037087818607688, 0.03635166212916374, 0.03327449783682823, 0.06541983038187027, 0.01894121989607811, -0.0008312640129588544, -0.0016204457497224212, -0.04940488934516907, 0.021897725760936737, -0.038153763860464096, -0.03076249174773693, 0.04645410180091858, -0.020862611010670662, 0.021249892190098763, 0.015458272770047188, 0.011327557265758514, 0.0694095715880394, -0.03505828231573105, 0.020144468173384666, -0.024674197658896446, 0.0178585983812809, 0.017775682732462883, -0.008315295912325382, -0.024603739380836487, -0.025489378720521927, -0.018770311027765274, -0.03693775087594986, -0.01605718769133091, -0.0238640159368515, -0.024697577580809593, 0.04239736869931221, -0.00898665376007557, 0.023389622569084167, 0.04798506572842598, 0.02115105278789997, -0.034348759800195694, -0.048890892416238785, -0.056077562272548676, -0.04251442477107048, -0.0535380057990551, -0.0045449091121554375, 0.03977323696017265, -0.020642150193452835, -0.052741456776857376, -0.018474778160452843, -0.01927092671394348, -0.012052065692842007, 0.036828383803367615, -0.04487045109272003, -0.050578903406858444, 0.01766831800341606, 0.014325955882668495, 0.028295421972870827, 0.007478637620806694, 0.04998432472348213, -0.0008818144560791552, 0.014381361193954945, -0.04016406089067459, -0.006004033610224724, 0.03329496085643768, 0.012344523333013058, 0.038300201296806335, -0.08169657737016678, 0.02422918938100338, 0.023243069648742676, 0.00856734998524189, -0.05399605631828308, 0.029822615906596184, 0.012551425956189632, 0.007818037644028664, 0.058350976556539536, -0.024858295917510986, -0.0010802203323692083, -0.03511085733771324, -0.021532483398914337, 0.007592464797198772, 0.020900681614875793, 0.03793729469180107, -0.02228696458041668, 0.09611225873231888, 0.03254612907767296, -0.02539307065308094, -0.03881175443530083, 0.0017723337514325976, -0.005499977618455887, -0.02156556397676468, -0.0034642855171114206, -0.03063211403787136, -0.03583955019712448, -0.07237173616886139, -0.0201862882822752, 0.020848562940955162, -0.029903719201683998, -0.026048265397548676, 0.01763710379600525, 0.016743965446949005, -0.026544203981757164, 0.025389989838004112, -0.05736461281776428, 0.044539425522089005, -0.05143585801124573, -0.01527690701186657, 0.007015119306743145, -0.009757017716765404, -0.007580485660582781, -0.005688344594091177, 0.03448370844125748, -0.045273974537849426, 0.010965419933199883, -0.003073897212743759, 0.04575613886117935, 0.024727486073970795, -0.01409984938800335, -0.019371503964066505 ]
[ -0.09232515096664429, 0.0019163645338267088, -0.027512427419424057, -0.019030017778277397, 0.03794148191809654, -0.05097794160246849, -0.0101900240406394, 0.03530845418572426, -0.014755754731595516, -0.027407044544816017, -0.010856758803129196, -0.019751397892832756, -0.013528071343898773, -0.014335695654153824, 0.07689236104488373, -0.0093111926689744, -0.0036078335251659155, -0.047197166830301285, 0.03150166943669319, 0.029335422441363335, 0.013720539398491383, -0.005198536440730095, -0.02549750544130802, -0.016164841130375862, 0.023392178118228912, 0.054083630442619324, 0.027651071548461914, -0.05201933905482292, 0.001646425691433251, -0.20130786299705505, 0.0356033518910408, -0.012686233036220074, 0.014722275547683239, -0.035682253539562225, -0.007056710310280323, 0.03780829533934593, 0.03241223096847534, -0.0032546897418797016, -0.012772372923791409, 0.03664878010749817, -0.00900738500058651, 0.0036063925363123417, -0.07517609000205994, -0.04790760949254036, 0.04434365779161453, -0.016826771199703217, -0.0030878952238708735, -0.03293561562895775, -0.0031964194495230913, -0.0024618867319077253, -0.06529219448566437, -0.0019382878672331572, 0.019686821848154068, -0.05043419450521469, -0.03043227642774582, 0.01470406074076891, 0.029054351150989532, 0.08076944202184677, 0.013360142707824707, 0.03953273594379425, 0.017343653365969658, 0.004067983012646437, -0.1508106142282486, 0.0718424916267395, 0.03180289641022682, 0.05190795660018921, -0.030404092743992805, -0.01732388697564602, 0.019921131432056427, 0.10232691466808319, 0.00814078189432621, -0.01833038590848446, -0.016675706952810287, 0.059690773487091064, 0.01380506157875061, 0.006048715207725763, 0.006890860386192799, 0.02407027967274189, 0.037453822791576385, -0.07805614173412323, -0.047149065881967545, 0.00011881766113219783, -0.026049545034766197, -0.002356504090130329, -0.032186444848775864, 0.004917732439935207, -0.01131248939782381, 0.04482864588499069, 0.04255198687314987, 0.047119781374931335, 0.035195980221033096, -0.0005496860831044614, 0.009126042947173119, -0.003035544417798519, -0.1106707826256752, -0.02185114659368992, -0.0015001578722149134, -0.0021727285347878933, -0.04137595370411873, 0.4755665063858032, -0.014478625729680061, -0.03902618959546089, 0.04995586350560188, 0.03126232698559761, -0.022676879540085793, 0.0017557936953380704, 0.025246884673833847, -0.05931367352604866, 0.006006683688610792, -0.03079744055867195, 0.03062507137656212, 0.009543443098664284, 0.049006085842847824, -0.06939631700515747, 0.022250162437558174, 0.01898866519331932, 0.018937664106488228, 0.0028124521486461163, -0.0195660050958395, 0.03229746222496033, 0.01295617688447237, 0.021303731948137283, 0.02823195606470108, -0.01075778529047966, -0.004071926698088646, -0.02041364274919033, 0.03901683911681175, 0.059869423508644104, 0.02600473165512085, 0.022371023893356323, 0.04753224179148674, -0.03219916671514511, -0.09101036190986633, 0.009154676459729671, 0.00630141980946064, 0.014496599324047565, 0.03014306351542473, -0.03232784569263458, -0.009101715870201588, 0.04801354929804802, 0.012141888961195946, -0.004511993378400803, 0.04544831067323685, -0.015403466299176216, -0.03905485197901726, 0.08252909779548645, 0.007927815429866314, -0.028358150273561478, -0.02358154021203518, -0.02280716598033905, 0.012527503073215485, 0.055336493998765945, 0.018300896510481834, -0.047521233558654785, 0.0224886704236269, 0.004238623660057783, 0.050979163497686386, 0.009082277305424213, -0.04090123251080513, 0.012692008167505264, -0.016408152878284454, -0.04508446156978607, -0.02845483087003231, 0.04357496649026871, 0.05012548342347145, -0.09869343787431717, -0.014054452069103718, 0.00718494551256299, 0.02877466380596161, -0.08318738639354706, -0.0018064728938043118, 0.028506603091955185, -0.041533954441547394, -0.03803257644176483, 0.037116169929504395, -0.016749663278460503, -0.023154795169830322, -0.007967046461999416, 0.023805301636457443, 0.011615857481956482, 0.025066573172807693, 0.014985861256718636, -0.009116087108850479, 0.025624163448810577, -0.04031023755669594, -0.053534116595983505, -0.029637228697538376, -0.01854957640171051, -0.011245790868997574, 0.0036946202162653208, -0.03489270806312561, -0.004825934302061796, -0.0843292847275734, 0.05305204167962074, -0.03580298274755478, -0.018239667639136314, 0.010110564529895782, -0.010106961242854595, -0.01038743369281292, -0.002912917174398899, -0.024024955928325653, 0.03733031451702118, -0.03991280123591423, 0.04241320490837097, -0.06629464030265808, 0.05394020304083824, 0.04548845440149307, -0.04233432561159134, 0.06236598640680313, 0.04654279723763466, -0.04061499983072281, -0.024103060364723206, 0.04441859573125839, 0.01138389017432928, -0.016691306605935097, -0.012030042707920074, -0.01034297700971365, 0.03934461250901222, -0.02989163063466549, 0.0320146270096302, -0.02235240861773491, 0.041024383157491684, 0.010973867028951645, -0.33837607502937317, -0.03965432196855545, -0.015502318739891052, -0.015609434805810452, 0.007670361083000898, -0.05321817472577095, 0.0154715022072196, -0.020434005185961723, 0.009500302374362946, -0.012613581493496895, 0.09769031405448914, -0.010906261391937733, -0.01706845499575138, -0.09673135727643967, 0.002596816048026085, 0.019198598340153694, -0.06120147928595543, -0.03337039425969124, -0.014597679488360882, 0.0060979691334068775, 0.006371891126036644, -0.017668038606643677, 0.007817288860678673, -0.06224207207560539, -0.0004850895202253014, -0.039639972150325775, 0.0955544114112854, 0.024973347783088684, 0.07926016300916672, -0.03330984711647034, 0.022794650867581367, -0.005156210158020258, 0.012303879484534264, -0.08508223295211792, -0.0005616301205009222, -0.019422272220253944, 0.0014271107502281666, 0.018953541293740273, 0.07784657925367355, -0.03983721509575844, -0.048225391656160355, 0.03455730527639389, -0.03837024047970772, -0.08294868469238281, -0.0366520918905735, -0.00036803839611820877, -0.031677182763814926, -0.04440467059612274, -0.01590604893863201, 0.06139569729566574, 0.029657263308763504, -0.02808206155896187, 0.029410412535071373, 0.0029449330177158117, 0.0007479935884475708, -0.04343896731734276, -0.08417607098817825, 0.012229494750499725, 0.006606490816920996, 0.001960612600669265, 0.009388240054249763, 0.06571947783231735, -0.0015540324384346604, -0.051676828414201736, 0.00783612672239542, 0.004215487744659185, 0.005572641268372536, -0.018333762884140015, 0.047199103981256485, -0.023654121905565262, -0.011793420650064945, 0.11079613119363785, 0.019374100491404533, -0.01834036037325859, 0.03548450767993927, 0.04002205654978752, 0.001436404651030898, 0.02581946738064289, 0.011801619082689285, 0.003914095927029848, 0.008880880661308765, -0.008206225000321865, 0.04896395280957222, -0.04438365250825882, -0.015005366876721382, 0.029574576765298843, 0.009402185678482056, -0.06811634451150894, 0.058446601033210754, 0.007136275991797447, -0.03247004747390747, -0.004951832816004753, -0.020269304513931274, -0.042147234082221985, 0.051951367408037186, 0.003920090850442648, -0.24036750197410583, 0.006069718860089779, 0.06593415886163712, 0.04362040385603905, -0.006986264139413834, 0.03751086816191673, 0.058042533695697784, -0.060534924268722534, 0.003403398673981428, -0.005408657714724541, 0.007675447501242161, 0.04304465651512146, 0.019050277769565582, 0.014513149857521057, 0.02695056051015854, 0.009587695822119713, 0.03948168456554413, -0.015823086723685265, 0.005563403945416212, -0.0271710604429245, -0.00730772502720356, 0.0015103693585842848, 0.14283215999603271, -0.0020268773660063744, 0.008031116798520088, 0.019530178979039192, 0.013109712861478329, -0.017980746924877167, 0.10036575049161911, 0.009421980939805508, -0.005284668877720833, 0.003039733739569783, 0.02765965647995472, 0.026485219597816467, 0.027644360437989235, -0.05992039665579796, -0.02039661630988121, 0.024470284581184387, 0.0001876992464531213, -0.00041229926864616573, 0.00970828253775835, 0.013025499880313873, -0.008479100652039051, 0.0009585605002939701, 0.03471968322992325, 0.01107668038457632, -0.01285550370812416, -0.04208951070904732, -0.06293078511953354, -0.01541135273873806, -0.013001528568565845, -0.05421573296189308, -0.013953727670013905, -0.007706037722527981, 0.021086858585476875, 0.09184135496616364, 0.027125893160700798, -0.00873924233019352, -0.030811846256256104, 0.004735358525067568, -0.016221987083554268, 0.0011222254252061248, 0.13710011541843414, 0.036342695355415344, 0.04040762782096863 ]
[ 0.007197023835033178, 0.003080200171098113, 0.004966185428202152, 0.01329721137881279, 0.036819130182266235, 0.0003222542000003159, 0.006605241447687149, -0.007999462075531483, -0.014806433580815792, -0.007802072912454605, 0.024100201204419136, 0.030203191563487053, 0.026594124734401703, -0.0064184102229774, 0.015529834665358067, -0.00304421572946012, 0.006438174284994602, -0.0273714829236269, 0.015452122315764427, -0.008908835239708424, 0.007094637956470251, -0.014856371097266674, 0.027833586558699608, -0.002015882870182395, -0.033180154860019684, -0.0037562681827694178, -0.0059770639054477215, -0.00532930763438344, 0.021255426108837128, -0.1290624737739563, 0.002920679282397032, -0.021587146446108818, -0.027111683040857315, -0.007638476323336363, 0.019630786031484604, -0.006046571768820286, 0.027840841561555862, 0.013533124700188637, 0.018844008445739746, 0.021752646192908287, -0.03744930773973465, -0.04986133798956871, 0.028399057686328888, 0.018093518912792206, 0.022752970457077026, -0.0065833390690386295, -0.0015028411289677024, -0.012617071159183979, 0.0035724847111850977, -0.04071325808763504, 0.0011318947654217482, 0.009637990966439247, 0.01686832308769226, 0.002952709561213851, 0.002536715939640999, -0.012139152735471725, 0.0007390048122033477, -0.018051836639642715, 0.01841800846159458, -0.021508269011974335, 0.007590441964566708, 0.008477575145661831, -0.0256522074341774, -0.030834108591079712, -0.016545230522751808, -0.004462213255465031, -0.022990625351667404, -0.013564969412982464, -0.0032929417211562395, 0.011959799565374851, -0.045481156557798386, 0.005214229691773653, -0.03155971318483353, 0.008076539263129234, -0.022597458213567734, -0.02805335260927677, 0.01806158572435379, 0.025347823277115822, -0.0039190142415463924, 0.02158721722662449, 0.014875869266688824, -0.016038311645388603, 0.015990646556019783, -0.0046882592141628265, -0.01645827293395996, 0.009159806184470654, 0.008316926658153534, -0.007818236015737057, 0.035818737000226974, 0.024924540892243385, -0.03714659437537193, 0.02230514958500862, -0.006083215121179819, 0.02781704068183899, -0.12818779051303864, 0.014805549755692482, -0.013832333497703075, -0.02418341487646103, -0.025735782459378242, 0.8490989804267883, -0.026813341304659843, -0.006745000369846821, 0.026736093685030937, 0.015553852543234825, -0.012576362118124962, -0.012830792926251888, -0.012702934443950653, 0.001154047902673483, 0.04321223869919777, -0.044137146323919296, 0.007845575921237469, 0.04265349358320236, -0.0036862273700535297, 0.00394845474511385, -0.005597342271357775, 0.01342081744223833, -0.027105197310447693, -0.003168267197906971, 0.023852471262216568, 0.023944653570652008, 0.04583945870399475, 0.046830594539642334, 0.045215118676424026, 0.03575489670038223, 0.047015927731990814, -0.16588528454303741, 0.030734973028302193, -7.115673585762309e-33, 0.03015216626226902, -0.007680889684706926, -0.03476686030626297, 0.019108153879642487, 0.02938290312886238, 0.005258394405245781, 0.07448669523000717, 0.0009977563749998808, 0.009671472012996674, -0.05618176981806755, -0.0016069550765678287, -0.0113320117816329, -0.0031420569866895676, -0.008161386474967003, 0.0394713394343853, -0.002750513842329383, -0.02403615042567253, 0.025719057768583298, -0.00718741724267602, 0.010461642406880856, 0.020120298489928246, 0.028564969077706337, -0.0005559359560720623, 0.017234839498996735, 0.025652272626757622, 0.07105667889118195, 0.00621812092140317, -0.0036084363237023354, 0.005541984923183918, -0.024952344596385956, -0.0035811401903629303, 0.022280583158135414, 0.006048062816262245, -0.02119980752468109, 0.03349347040057182, -0.03576803207397461, -0.009139961563050747, -0.013837632723152637, -0.017233457416296005, -0.04291484132409096, -0.04627302661538124, 0.013699627481400967, -0.06906403601169586, -0.025267405435442924, -0.020193973556160927, -0.023245172575116158, 0.006209608167409897, 0.04165315628051758, 0.029605688527226448, -0.014892634935677052, 0.008517028763890266, 0.012540511786937714, 0.03562553599476814, 0.01921503245830536, -0.015728052705526352, -0.005364284384995699, -0.01988801173865795, 0.02051503024995327, 0.0341210812330246, 0.00022845945204608142, -0.017310133203864098, -0.02366851083934307, -0.028664274141192436, 0.034652017056941986, -0.005956678651273251, -0.03287188708782196, -0.02044696919620037, -0.0002436928916722536, 0.04958006739616394, -0.006074645556509495, -0.04792693629860878, -0.007456856779754162, -0.008601604029536247, 0.005642318166792393, -0.019262025132775307, -0.021578334271907806, 0.017452148720622063, 0.013145387172698975, 0.01868697628378868, 0.044066838920116425, 0.0010394500568509102, -0.047726817429065704, -0.0012653333833441138, -0.021596204489469528, -0.009192978963255882, -0.0019268179312348366, 0.005064936354756355, -0.02008923701941967, -0.013646776787936687, 0.016232656314969063, 0.020602814853191376, 0.00694138091057539, 0.0260038822889328, -0.009052233770489693, 0.016520492732524872, 6.548857556635495e-33, -0.011668231338262558, -0.00036176395951770246, -0.0503370463848114, 0.007798925507813692, 0.022584395483136177, 0.01212464552372694, 0.015920214354991913, -0.02785671316087246, -0.04962312802672386, 0.017022622749209404, -0.037321776151657104, 0.0016941891517490149, -0.06091336905956268, 0.04262017086148262, 0.035229966044425964, -0.042898524552583694, 0.019525442272424698, -0.005187906790524721, 0.04280650615692139, 0.02765462175011635, 0.01190489623695612, 0.03109954670071602, 0.009290163405239582, -0.01170394942164421, 0.01511745247989893, 0.038101162761449814, -0.005063791759312153, 0.020736411213874817, -0.00711837550625205, 0.000553061137907207, 0.013681656681001186, -0.007324541453272104, 0.00857680942863226, 0.011855979450047016, -0.013253111392259598, 0.01427959743887186, -0.010998047888278961, 0.0031482886988669634, 0.026180164888501167, 0.008810250088572502, 0.046374186873435974, -0.011461911723017693, -0.016708403825759888, 0.00987955927848816, 0.016784366220235825, 0.01345919817686081, -0.02240803837776184, -0.019982289522886276, 0.015172780491411686, 0.030472155660390854, 0.0013638096861541271, -0.005395182408392429, 0.0010166276479139924, -0.018296584486961365, -0.027019357308745384, -0.06472193449735641, -0.006721469573676586, -0.02684827148914337, -0.02164013870060444, 0.01913796365261078, -0.022071313112974167, 0.012507881969213486, -0.004253660794347525, 0.03156522661447525, -0.01130594965070486, -0.01636132225394249, -0.012756084091961384, 0.011000294238328934, -0.039011452347040176, -0.004742785822600126, -0.0037778886035084724, -0.009875267744064331, 0.01581050641834736, 0.0399128757417202, 0.02788998745381832, -0.009337243624031544, -0.026381077244877815, -0.004027126356959343, -0.022124024108052254, -0.01727481000125408, -0.021963272243738174, -0.0045712171122431755, -0.009462432935833931, -0.0054354541935026646, -0.044321898370981216, 0.01148270908743143, -0.013586323708295822, 0.025841297581791878, 0.009867844171822071, -0.0057543860748410225, -0.011409774422645569, 0.008351416327059269, 0.01735137216746807, 0.0029903335962444544, 0.00659076776355505, -1.2821361750070537e-8, -0.005243316758424044, 0.009412864223122597, -0.006564881186932325, 0.00020071845210622996, 0.016154885292053223, 0.04370979964733124, -0.042323824018239975, -0.0072999922558665276, 0.01168863382190466, -0.026870176196098328, 0.038137827068567276, 0.02089034952223301, 0.010013371706008911, 0.01663590781390667, 0.02526659145951271, -0.04973166063427925, -0.038260649889707565, -0.024123333394527435, 0.004611403215676546, 0.0003392444341443479, 0.020827343687415123, 0.04859767481684685, -0.011288858018815517, -0.010214763693511486, -0.014413402415812016, 0.010129544883966446, 0.02794577367603779, -0.04591623693704605, -0.019451947882771492, -0.039289433509111404, -0.026951981708407402, -0.016026625409722328, 0.0016344989417120814, 0.019790830090641975, -0.033367134630680084, -0.01779302768409252, 0.014428896829485893, -0.002166999038308859, -0.016798846423625946, -0.0012844782322645187, -0.01856902614235878, -0.013042150996625423, 0.015964169055223465, -0.04201693460345268, -0.03220778703689575, 0.014571134001016617, -0.04792970418930054, -0.02603178657591343, 0.05637155845761299, -0.012622547335922718, -0.031594809144735336, -0.019422149285674095, -0.047862619161605835, 0.04850952699780464, -0.0015571522526443005, -0.0014407419366762042, -0.008937573991715908, -0.04214746132493019, -0.01826983131468296, -0.05651908740401268, 0.03589703142642975, 0.016165554523468018, -0.021126417443156242, 0.0083638746291399 ]
coding-dojo-13-tdd-as-if-you-meant-it
https://markhneedham.com/blog/2009/04/30/coding-dojo-13-tdd-as-if-you-meant-it
false
2009-04-08 05:43:43
Coding: Passing booleans into methods
[ "coding" ]
[ "Coding" ]
In a post I wrote a couple of days ago about http://www.markhneedham.com/blog/2009/04/05/coding-criticising-without-context/[understanding the context of a piece of code before criticising it], one of the examples that I used of a time when it seems fine to break a rule was passing a boolean into a method to determine whether or not to show an editable version of a control on the page. Chatting with http://pilchardfriendly.wordpress.com/[Nick] about this yesterday it became clear to me that I've missed one important reason why you'd not want to pass a boolean into a method. The first reason I hate passing booleans around is that it usually means *we are controlling the path code should take inside a method* rather than just calling the appropriate method ourself. The following type code is not that unusual to see: [source,csharp] ---- public void SomeMethod(bool someBoolean) { if(someBoolean) { // doThis } else { // doThat } } ---- The client of this method knows what it wants to happen so why not just have two methods, like so: [source,csharp] ---- public void DoThis() { } ---- [source,csharp] ---- public void DoThat() { } ---- In the specific case I was referring to in the post we had a HtmlHelper (ASP.NET MVC) method called DropDownOrReadOnly which either rendered a drop down with options for a user to select or just displayed the option they had previously selected if they were an existing user. The boolean in this case was a property on the model which indicated whether or not the user had the ability to change these options or not. It was therefore a case of doing an if statement in the aspx page or inside the helper. Initially we went for putting it in the aspx page but they started to look so messy we moved it into the helper. Now what I totally didn't see in this example until Nick pointed it out is that where we are passing in a boolean to this method, what we really want is an object which defines a strategy for how we render the control - we can delegate the decision for whether to display a drop down or read only version of the control. Instead of passing in a boolean we could end up with something like this: [source,csharp] ---- public abstract class EditMode { public static readonly EditMode Editable = new Editable(); public static readonly EditMode ReadOnly = new ReadOnly(); public abstract void RenderFieldWith(HtmlHelper htmlHelper); } ---- [source,csharp] ---- public class Editable : EditMode { public override void RenderFieldWith(HtmlHelper htmlHelper) { htmlHelper.Label(...); } } ---- [source,csharp] ---- public class ReadOnly : EditMode { public override void RenderFieldWith(HtmlHelper htmlHelper) { htmlHelper.DropDownList(...); } } ---- We've added the 'Label' method to HtmlHelper as an extension method for the sake of the above example. I'm sure the API for EditMode can be done better but that's the basic idea. We could then use it like this: [source,csharp] ---- public static class HtmlHelperExtensions { public static void DropDownOrReadOnly(this HtmlHelper htmlHelper, EditMode editMode) { editMode.Render(htmlHelper); } } ---- Again I've simplified the API to show the idea of delegating responsibility for how we render the control to the EditMode. Nick has written more about this idea in a post about http://pilchardfriendly.wordpress.com/2009/04/06/refactoring-to-law-of-demeter/[refactoring to the law of demeter]. The final reason that passing booleans around is not a great idea is that when you read the code it's not immediately obvious what's going on - *the API is not expressible at all*. If we compare [source,csharp] ---- HtmlHelper.DropDownOrReadOnly(true) ---- with [source,csharp] ---- HtmlHelper.DropDownOrReadOnly(EditMode.ReadOnly) ---- I think it's clear that with the second approach it's http://www.markhneedham.com/blog/2009/03/18/coding-make-it-obvious/[much easier] for someone coming into the code to understand what is going on.
null
null
[ -0.011787589639425278, -0.015662765130400658, -0.014151637442409992, 0.0055053578689694405, 0.06938116997480392, -0.017688918858766556, 0.03324011340737343, -0.0008224808261729777, -0.004419503267854452, -0.0380609892308712, -0.012045104056596756, 0.0026563166175037622, -0.06059950962662697, 0.029007306322455406, 0.0014834573958069086, 0.06612520664930344, 0.06719428300857544, -0.03489578142762184, 0.029435288161039352, -0.006735908333212137, -0.004682842176407576, 0.05374586954712868, -0.021041566506028175, 0.020131250843405724, 0.019198525696992874, 0.042324215173721313, -0.013386892154812813, -0.011275405995547771, -0.04969414696097374, -0.014460496604442596, 0.049458280205726624, 0.04868267849087715, 0.02552199363708496, 0.00036099881981499493, -0.001903977827169001, -0.022323306649923325, 0.00983205996453762, 0.0305241160094738, 0.007753623649477959, 0.02580668404698372, -0.08404140174388885, 0.04228027164936066, 0.0004530120058916509, 0.006628320552408695, -0.026849940419197083, -0.008943191729485989, -0.025475021451711655, 0.005129560362547636, -0.038888849318027496, -0.03759508952498436, -0.07047734409570694, 0.04279986396431923, -0.030649583786725998, 0.018797896802425385, 0.018747767433524132, 0.07512648403644562, 0.026419667527079582, -0.04082341864705086, 0.002442814875394106, -0.06808430701494217, -0.012439167127013206, 0.009546647779643536, -0.005808314774185419, 0.03704574331641197, 0.025605808943510056, 0.005433929618448019, -0.04489514231681824, 0.043945763260126114, -0.03041771985590458, 0.0008053233614191413, -0.026255162432789803, 0.001963954418897629, 0.013118301518261433, -0.018233835697174072, 0.05129072070121765, -0.013209552504122257, -0.007155343424528837, 0.05306345969438553, 0.012602562084794044, 0.037198249250650406, 0.007543190848082304, 0.0015402744757011533, 0.029253961518406868, 0.01842607371509075, 0.0079298485070467, -0.0446992926299572, -0.00039871654007583857, 0.003993912599980831, 0.01443146076053381, 0.06206344813108444, -0.0015161777846515179, -0.03590824455022812, 0.029182739555835724, 0.01684141531586647, 0.02930592931807041, 0.012772103771567345, 0.00962133426219225, -0.013713662512600422, 0.012498605065047741, 0.0022113702725619078, -0.03395158797502518, -0.02626693807542324, 0.04275702312588692, 0.00791335478425026, -0.07148794829845428, 0.0073859510011971, -0.03300207853317261, -0.006211495492607355, 0.006605823058634996, 0.02779189497232437, -0.0464116707444191, 0.02721555344760418, -0.023810813203454018, -0.0010633075144141912, -0.03353051841259003, 0.03895285353064537, 0.002031423384323716, 0.01765867881476879, 0.014801796525716782, 0.047722067683935165, 0.016238223761320114, 0.022666173055768013, -0.013337813317775726, 0.0826631709933281, 0.025171587243676186, 0.0212855264544487, -0.02732115611433983, 0.06318274140357971, -0.017352858558297157, -0.07021617144346237, 0.019317833706736565, 0.04559573903679848, 0.004769620485603809, -0.020379841327667236, -0.01780402474105358, -0.01758842170238495, -0.004677404649555683, -0.023498324677348137, 0.017067328095436096, 0.034540705382823944, -0.05082713067531586, -0.04624887555837631, 0.027877002954483032, -0.004815273452550173, 0.01729261316359043, 0.019631963223218918, 0.021752383559942245, -0.019093386828899384, -0.02362637408077717, 0.051140960305929184, 0.02389412373304367, 0.048115767538547516, 0.04938453808426857, -0.06731615215539932, 0.01881776750087738, 0.029970386996865273, 0.01761390082538128, -0.003543382976204157, 0.0009799945401027799, 0.009860574267804623, 0.04182339459657669, 0.03787290304899216, 0.02600754424929619, 0.04200970381498337, 0.0331994853913784, 0.009081016294658184, -0.005252175964415073, 0.041841618716716766, 0.018896887078881264, 0.0023708983790129423, -0.05611260607838631, -0.027770543470978737, 0.05565481632947922, -0.05350274592638016, 0.02850639447569847, 0.03874063119292259, 0.06691897660493851, 0.003036701353266835, 0.05843111127614975, -0.021721960976719856, -0.0752238854765892, 0.00843467190861702, 0.000024386799850617535, 0.0047846585512161255, -0.005511460825800896, 0.02278790809214115, 0.06947895884513855, 0.050820931792259216, 0.03424149751663208, 0.03327794000506401, -0.08043947070837021, -0.0640874058008194, -0.05400180071592331, -0.012240255251526833, 0.0649835467338562, -0.008963646367192268, -0.034564077854156494, 0.10450956970453262, 0.022590167820453644, 0.05092289298772812, 0.03686606511473656, -0.0301315039396286, -0.01195699442178011, -0.001071207458153367, -0.035633064806461334, 0.03358428552746773, 0.0366424024105072, -0.000398458942072466, -0.036885086447000504, 0.018415620550513268, -0.0383869893848896, -0.005614069290459156, 0.006724630948156118, -0.00684591056779027, 0.06391402333974838, 0.018521500751376152, 0.05599834397435188, -0.016401801258325577, 0.042559411376714706, -0.06275402754545212, 0.03449387475848198, -0.01231206115335226, 0.0021803323179483414, -0.0005487042362801731, 0.026912063360214233, 0.13351112604141235, 0.046972986310720444, -0.032349128276109695, -0.046739015728235245, -0.02431255578994751, -0.009353943169116974, -0.005637625698000193, 0.0026797461323440075, -0.014591819606721401, 0.0112668601796031, -0.030280083417892456, -0.04106256738305092, -0.008450313471257687, 0.017738502472639084, -0.03679584339261055, 0.0412573367357254, 0.07656513899564743, -0.025583989918231964, 0.04240817949175835, -0.0348900631070137, -0.010847694240510464, -0.006288941018283367, -0.0019090929999947548, -0.05395103245973587, 0.041434019804000854, 0.02314014360308647, -0.007476666010916233, 0.05299033597111702, -0.011489372700452805, -0.011468207463622093, -0.024422768503427505, -0.04508607089519501, 0.0001468631235184148, 0.02951904572546482, 0.05813756585121155, -0.013302269391715527, 0.04086484760046005, -0.014682874083518982, -0.009391269646584988, 0.011268194764852524, -0.055223409086465836, -0.019893696531653404, 0.007862826809287071, 0.044415395706892014, 0.04936975985765457, -0.0025226164143532515, 0.014438267797231674, 0.015696637332439423, -0.00673051830381155, -0.0164809487760067, -0.011860167607665062, 0.02981342002749443, 0.018840426579117775, -0.008193808607757092, -0.029986388981342316, -0.03805370256304741, 0.027400614693760872, -0.05099952220916748, -0.05540606379508972, 0.009521381929516792, -0.07302255183458328, 0.039583105593919754, -0.0700811892747879, -0.06695210188627243, 0.01798907294869423, 0.03115316480398178, 0.011271425522863865, 0.01070299930870533, 0.04239930585026741, 0.09161694347858429, -0.01591525971889496, -0.003804755862802267, 0.029262753203511238, -0.016089780256152153, 0.007509286515414715, 0.009880189783871174, 0.009124130010604858, 0.03103245235979557, -0.014481422491371632, 0.012617575004696846, -0.042395979166030884, 0.033830225467681885, -0.004477874841541052, -0.26355746388435364, 0.06430252641439438, -0.001890067826025188, -0.05060615763068199, 0.034630484879016876, -0.02543940395116806, 0.039686087518930435, -0.03304281830787659, -0.0033392845652997494, 0.03840503841638565, -0.033147260546684265, -0.05135365575551987, -0.04669616371393204, 0.028077390044927597, 0.001326675759628415, 0.00586710125207901, 0.012087102048099041, -0.03476034477353096, -0.006930622272193432, 0.03264384716749191, 0.010204169899225235, -0.07066120952367783, 0.011844096705317497, 0.03912421315908432, 0.04273240268230438, 0.04612347483634949, -0.07968688011169434, 0.04653095453977585, -0.031210310757160187, -0.0031396960839629173, 0.0036742507945746183, 0.006253615953028202, -0.018806468695402145, -0.03187451884150505, -0.00994197279214859, -0.016994953155517578, 0.030267223715782166, 0.025753801688551903, 0.011831752955913544, 0.03012772649526596, -0.05557718127965927, -0.028464073315262794, -0.02044418640434742, -0.010983619838953018, 0.08326014131307602, -0.006743381731212139, -0.07729418575763702, -0.015657205134630203, -0.061646316200494766, 0.07159599661827087, -0.03335336223244667, -0.05101591348648071, -0.008237478323280811, 0.04301841929554939, -0.019373876973986626, -0.022214632481336594, 0.005805468186736107, -0.016438191756606102, -0.04548202455043793, -0.05974331125617027, -0.02072039246559143, -0.02492896467447281, -0.00884932093322277, -0.05506140738725662, 0.04527020826935768, -0.07589618116617203, -0.0593709759414196, -0.006957860663533211, 0.07065357267856598, 0.03573039919137955, 0.005643359385430813, 0.001455558929592371, -0.011156992986798286, -0.11452134698629379, 0.026745302602648735, -0.03984106332063675, -0.01207573339343071, -0.059044674038887024, 0.020991770550608635, 0.027886206284165382, -0.030843760818243027, -0.023604122921824455, 0.052111390978097916, 0.008886363357305527, 0.008445668034255505, -0.006050004158169031, 0.03423529863357544, 0.003855184419080615, -0.03202759474515915, 0.010141609236598015, 0.09041031450033188, 0.013262154534459114, -0.000785625830758363, -0.051376402378082275, 0.0020709901582449675, 0.020160336047410965, 0.04701796546578407, -0.016694549471139908, 0.02803015150129795, 0.033293675631284714, 0.03455321118235588, -0.062197692692279816, 0.016888070851564407, -0.03930320218205452, -0.003131171688437462, 0.012869179248809814, -0.06397946178913116, 0.032157860696315765, 0.038566362112760544, -0.010405694134533405, -0.0178125761449337, -0.022527428343892097, 0.006831010337918997, -0.05277806147933006, -0.0006996860611252487, -0.0016363003524020314, 0.0008048444869928062, 0.0003453094104770571, -0.015163533389568329, -0.04254334792494774, -0.03895426169037819, 0.01740955002605915, 0.0037686284631490707, 0.0037254570052027702, -0.07101120799779892, -0.0485423244535923, -0.0074544125236570835, 0.01827245205640793, 0.02132362127304077, 0.01747649535536766, -0.014528069645166397, 0.025653840973973274, -0.012070980854332447, -0.04230520501732826, 0.009042571298778057, -0.009704502299427986, -0.010943823494017124, -0.020528458058834076, -0.02849116362631321, -0.012753649614751339, -0.002799537032842636, 0.007012366317212582, 0.002914890181273222, 0.0050820158794522285, 0.0451669842004776, 0.011130303144454956, 0.00955957267433405, 0.02082633040845394, -0.00433322275057435, 0.04672921448945999, -0.002964026527479291, -0.08285278081893921, -0.0005015526548959315, -0.0340423658490181, -0.05367431417107582, -0.03140658885240555, 0.01790260523557663, -0.025385024026036263, -0.004960048012435436, -0.04948174208402634, 0.014716296456754208, -0.03907152637839317, -0.045918941497802734, -0.010593818500638008, 0.004553649108856916, 0.053843166679143906, -0.02926880121231079, 0.055343806743621826, -0.020083356648683548, -0.01632702723145485, 0.03092665784060955, 0.032308440655469894, -0.042514294385910034, 0.0313371904194355, 0.0033766929991543293, 0.008616250939667225, -0.014889339916408062, -0.002432041335850954, 0.02627270668745041, 0.0012890934012830257, 0.026331864297389984, -0.03062555380165577, 0.039612967520952225, 0.011024193838238716, 0.038338638842105865, 0.0008162296144291759, 0.00343584967777133, 0.01497566420584917, -0.0074844444170594215, -0.011749987490475178, -0.06002065911889076, -0.026637153699994087, -0.015913065522909164, 0.04359102621674538, -0.043919648975133896, -0.0616336427628994, 0.03978168964385986, 0.0006717062788084149, 0.0003115088911727071, 0.019215291365981102, -0.005053538829088211, -0.0016341239679604769, -0.019169822335243225, 0.030618976801633835, 0.032080017030239105, -0.0741550475358963, 0.04403218999505043, 0.010858837515115738, -0.00885632075369358, 0.04752986505627632, 0.016523374244570732, -0.0451095849275589, -0.026163524016737938, -0.026581671088933945, 0.008718002587556839, -0.07411965727806091, -0.030931320041418076, -0.016031790524721146, -0.004308400675654411, -0.0030951574444770813, 0.00871226191520691, -0.007955261506140232, -0.0127008818089962, -0.02531617507338524, -0.016529789194464684, 0.013683503493666649, -0.04921137914061546, -0.03529869392514229, 0.057057853788137436, -0.043257761746644974, -0.0069940946996212006, 0.0122885312885046, 0.025293758139014244, 0.019318845123052597, -0.03262755647301674, -0.03150400519371033, -0.06412751227617264, -0.006903305184096098, 0.0018962445901706815, 0.06433185189962387, 0.004858676809817553, -0.01691894792020321, -0.030684608966112137, -0.022041080519557, -0.01127137616276741, 0.008872652426362038, -0.013146724551916122, -0.013644708320498466, 0.010593835264444351, 0.050455983728170395, 0.020016971975564957, 0.011021329089999199, 0.00258436007425189, 0.005152631085366011, 0.06837905198335648, -0.0342961847782135, -0.027481086552143097, -0.025853533297777176, -0.04771888256072998, 0.04551631212234497, 0.027157004922628403, 0.04489259794354439, -0.04914604127407074, 0.03517087176442146, 0.03530757874250412, -0.005957771558314562, 0.03953620418906212, 0.0067426301538944244, 0.03531130030751228, -0.018548328429460526, 0.005937309470027685, -0.08737993985414505, 0.0014517024392262101, 0.02274928241968155, 0.03477306663990021, -0.03835858032107353, -0.013491058722138405, -0.006963073741644621, 0.05807264521718025, -0.08215174823999405, -0.03168422728776932, 0.021362410858273506, 0.030924592167139053, -0.0088302381336689, 0.014237487688660622, -0.05935510993003845, 0.008257551118731499, 0.029636191204190254, -0.04347670078277588, -0.0653257742524147, -0.04056598246097565, 0.04322439804673195, 0.009233612567186356, -0.009061076678335667, -0.0365900993347168, 0.012838445603847504, 0.0520777553319931, 0.013449126854538918, 0.03344244882464409, 0.048253245651721954, -0.019272729754447937, 0.008899623528122902, 0.016080334782600403, 0.009591133333742619, -0.04532020911574364, -0.0019719237461686134, 0.005089929327368736, -0.06166185438632965, -0.0017558673862367868, 0.015618233010172844, -0.04880298301577568, -0.06314212828874588, 0.051886189728975296, -0.0014896352076902986, -0.0030012179631739855, -0.05018343776464462, -0.00988045148551464, -0.03535927087068558, -0.03603294491767883, -0.010742160491645336, 0.02500685304403305, -0.020020676776766777, 0.07245968282222748, 0.00744662806391716, -0.01606503129005432, 0.06829419732093811, -0.005981436464935541, 0.007542808074504137, -0.01978626474738121, 0.052894603461027145, 0.07408222556114197, 0.04476431384682655, -0.0011085859732702374, 0.05652622506022453, -0.021149801090359688, -0.05232207104563713, -0.010033194907009602, -0.03276639059185982, -0.01888917200267315, -0.01706484705209732, 0.006709983106702566, 0.05606525391340256, 0.013935206457972527, 0.06224270164966583, -0.03761384263634682, -0.009610707871615887, -0.007656619884073734, 0.05047886446118355, -0.010724416002631187, 0.0558861643075943, 0.023715481162071228, 0.016115887090563774, 0.006899768486618996, -0.0438510924577713, 0.036279913038015366, -0.042175695300102234, -0.00029191255453042686, 0.014686573296785355, 0.01709923706948757, -0.0034309523180127144, -0.020185578614473343, 0.031051795929670334, 0.06468205899000168, -0.02630213275551796, -0.0034164306707680225, 0.01207218412309885, 0.02380535937845707, 0.01797533966600895, -0.028202684596180916, -0.016061991453170776, -0.048936035484075546, -0.014643252827227116, -0.005445846356451511, -0.0034416269045323133, -0.02826731838285923, -0.01385500654578209, 0.03715701401233673, -0.05930184945464134, 0.015626730397343636, 0.012226929888129234, 0.009250783361494541, -0.06053013727068901, -0.061064448207616806, -0.03791669383645058, -0.044702377170324326, -0.07464854419231415, -0.022324396297335625, 0.03246244415640831, -0.02762337028980255, -0.030188607051968575, -0.03678513318300247, 0.0033444573637098074, -0.030073046684265137, 0.059914324432611465, -0.0023113463539630175, -0.027856148779392242, 0.021395564079284668, 0.007225284818559885, 0.03415067493915558, 0.06079445406794548, 0.023282263427972794, -0.01889157108962536, -0.012999989092350006, -0.03723501041531563, -0.02847840078175068, 0.043353691697120667, -0.006616671569645405, 0.02153257466852665, -0.07842167466878891, 0.02981537953019142, 0.02022673934698105, 0.00269968225620687, -0.05728719383478165, 0.015620110556483269, 0.020657295361161232, -0.007275264710187912, 0.0536627434194088, -0.03217143192887306, -0.021880224347114563, -0.03349301964044571, -0.0010545540135353804, -0.008008692413568497, 0.016966620460152626, 0.04022349417209625, -0.03469185531139374, 0.04927714169025421, 0.02621012181043625, -0.0338464118540287, -0.04630829766392708, -0.020793436095118523, -0.006948420777916908, 0.023361681029200554, -0.052832357585430145, -0.007897060364484787, -0.058081042021512985, -0.05826685205101967, -0.0020545185543596745, 0.03458930924534798, 0.0039923288859426975, -0.04363589361310005, 0.015300809405744076, 0.03962082788348198, -0.09046909213066101, 0.004868123214691877, -0.02561469003558159, 0.03838653862476349, -0.034286439418792725, -0.012188558466732502, 0.012307319790124893, 0.02221023105084896, 0.0031521208584308624, 0.0007901804056018591, 0.03871016204357147, -0.028247512876987457, -0.013788077980279922, -0.03137891739606857, 0.005027441307902336, 0.050892628729343414, -0.008541540242731571, 0.019161641597747803 ]
[ -0.0809331163764, -0.019648529589176178, -0.026193710044026375, -0.024966532364487648, -0.004430997651070356, -0.03566771373152733, 0.06598176807165146, 0.012397699058055878, 0.006678114179521799, -0.004320167936384678, -0.007540096994489431, -0.008108949288725853, -0.03670233115553856, -0.004516328684985638, 0.06496305018663406, 0.018433373421430588, -0.025964539498090744, -0.053876496851444244, -0.004761978052556515, 0.038322046399116516, 0.05344828963279724, 0.009357263334095478, -0.04669772461056709, -0.025249648839235306, 0.006176403723657131, 0.030310915783047676, 0.035360924899578094, -0.04488150030374527, -0.00771595723927021, -0.19039002060890198, -0.004328172188252211, -0.013241645880043507, 0.01005743071436882, -0.05675780773162842, -0.024208849295973778, 0.01537520345300436, 0.01955264061689377, 0.0373830683529377, 0.008661230094730854, 0.040159232914447784, 0.009376964531838894, 0.02906142920255661, 0.008876579813659191, -0.006718263495713472, 0.05909779667854309, 0.0038622627034783363, 0.011984074488282204, -0.02379460446536541, -0.02303094044327736, -0.0030420622788369656, -0.03738001734018326, -0.009937590919435024, -0.021004555746912956, -0.029218943789601326, -0.015981346368789673, 0.0000684352926327847, 0.04018060863018036, 0.060792066156864166, -0.0020455459598451853, 0.036639776080846786, 0.016260024160146713, -0.023556478321552277, -0.12637163698673248, 0.11726465821266174, 0.036399975419044495, 0.04251367598772049, -0.01266200840473175, -0.015157167799770832, -0.005775194149464369, 0.0868225172162056, 0.037719231098890305, -0.02238200046122074, -0.047769006341695786, 0.07339978963136673, 0.03831992670893669, -0.04149257019162178, 0.022830059751868248, 0.053604185581207275, 0.047762464731931686, -0.025577668100595474, -0.05935635045170784, -0.04010159894824028, 0.008136585354804993, -0.009810456074774265, -0.0424610935151577, -0.0037507142405956984, 0.01309885736554861, 0.0266153234988451, 0.03691735491156578, 0.009575512260198593, 0.0615202859044075, -0.0515148900449276, 0.008921393193304539, -0.00031400396255776286, -0.05961610749363899, -0.005815495271235704, -0.006657698191702366, 0.007417988032102585, -0.04154247045516968, 0.38708725571632385, -0.06652949005365372, -0.03126174584031105, 0.0419895313680172, -0.005349672399461269, -0.044821713119745255, 0.00019311500363983214, 0.037452053278684616, -0.04432661458849907, 0.01501282025128603, -0.03858700767159462, 0.010253742337226868, -0.009584203362464905, 0.05729980021715164, -0.02082207426428795, -0.0031752758659422398, 0.026202108711004257, 0.03327549993991852, 0.004632764030247927, -0.01585237681865692, -0.016073480248451233, -0.021982727572321892, -0.010881449095904827, 0.0315130352973938, 0.03091181255877018, 0.017154447734355927, -0.03314564377069473, 0.016180258244276047, 0.0735747441649437, 0.0500110499560833, 0.010280655696988106, 0.06478147953748703, -0.08377432078123093, -0.05346323922276497, -0.0008131357608363032, 0.028331466019153595, -0.01905066706240177, 0.029165534302592278, 0.022249624133110046, 0.018619637936353683, 0.002013472141698003, 0.004724749829620123, -0.020296959206461906, 0.05537242814898491, -0.008222025819122791, -0.047006040811538696, 0.10687371343374252, -0.048213891685009, -0.055583175271749496, -0.008961646817624569, -0.032599229365587234, 0.004775622859597206, 0.03565438836812973, -0.05907965078949928, -0.06976579874753952, -0.0012653986923396587, 0.02408510074019432, 0.04647861048579216, -0.01793808862566948, -0.04041542485356331, -0.030166957527399063, -0.019416632130742073, 0.004652565810829401, -0.028346434235572815, 0.025575624778866768, 0.034225039184093475, -0.09270049631595612, -0.04585583135485649, -0.024048123508691788, 0.003420883323997259, -0.07662728428840637, -0.026142772287130356, -0.011664078570902348, -0.06121855974197388, -0.03019205667078495, 0.030516553670167923, 0.0015026533510535955, -0.0053740800358355045, 0.03541276976466179, 0.03130125626921654, 0.019743528217077255, 0.014805963262915611, 0.0011562388390302658, -0.06464067846536636, 0.011274637654423714, -0.027035189792513847, -0.07074196636676788, -0.03991524502635002, -0.022866427898406982, 0.0022794646210968494, -0.008273201063275337, -0.03225017711520195, -0.044020965695381165, -0.11809056997299194, 0.07477632164955139, -0.03774017468094826, -0.0008987718028947711, 0.04356629028916359, -0.015036294236779213, 0.0056896875612437725, 0.006460154894739389, 0.007823025807738304, 0.026910915970802307, -0.013518482446670532, 0.022673988714814186, -0.03360037878155708, 0.04367905482649803, 0.04706446826457977, -0.07420776039361954, 0.07212928682565689, 0.03961427882313728, -0.08220108598470688, -0.021750355139374733, -0.0000701082099112682, 0.02906579151749611, -0.00046225968981161714, -0.019387243315577507, -0.00050825608195737, 0.03926906734704971, 0.00010228158498648554, 0.008205676451325417, -0.02694707363843918, -0.031276486814022064, 0.031966835260391235, -0.3204951882362366, -0.04642501100897789, -0.0003115240833722055, -0.009635652415454388, 0.033577702939510345, -0.06177220493555069, 0.0006851829239167273, -0.028851697221398354, -0.048611924052238464, 0.002188978251069784, 0.07388335466384888, -0.021363388746976852, 0.004391651134938002, -0.07050769031047821, 0.0018863258883357048, 0.006349076516926289, -0.025974126532673836, -0.059942085295915604, -0.041590455919504166, 0.01819157972931862, -0.005610743537545204, 0.006523153278976679, 0.03145640343427658, -0.08809316158294678, 0.0006662854575552046, -0.06283769756555557, 0.09188615530729294, 0.005118419881910086, 0.1345035433769226, -0.019931072369217873, 0.031132575124502182, -0.0035971803590655327, 0.00984280090779066, -0.11202482879161835, 0.009450810961425304, -0.032536573708057404, -0.044676560908555984, -0.007590268738567829, 0.042543940246105194, -0.014131101779639721, -0.0024513702373951674, -0.03284764289855957, -0.06142687425017357, -0.04639534279704094, 0.003030385822057724, 0.004176377784460783, -0.010708584450185299, -0.020740436390042305, -0.01678759977221489, 0.08091337978839874, 0.021758342161774635, -0.002432235050946474, -0.0014251923421397805, 0.04988284409046173, 0.01060828659683466, -0.02859947271645069, -0.040811531245708466, -0.027547098696231842, 0.001657478278502822, 0.035035472363233566, 0.030497118830680847, 0.03842570632696152, 0.018947076052427292, -0.05578741058707237, -0.0006679316866211593, 0.047660380601882935, -0.018299909308552742, -0.019192146137356758, 0.06000429764389992, -0.015089058317244053, -0.05916221812367439, 0.133518248796463, -0.002328298520296812, -0.014914378523826599, 0.035883549600839615, 0.06989628821611404, -0.014821446500718594, 0.02387174405157566, 0.01268328819423914, 0.018910754472017288, 0.02739846706390381, 0.00423723179847002, 0.05345647782087326, -0.0314960777759552, -0.029086841270327568, 0.005326459649950266, -0.04880911484360695, -0.014273829758167267, 0.04474102705717087, -0.007877340540289879, -0.020617235451936722, -0.010493103414773941, -0.0024081645533442497, -0.06020829826593399, 0.07194027304649353, -0.02299114130437374, -0.23921765387058258, -0.020350711420178413, 0.08701477199792862, 0.08441567420959473, -0.023265575990080833, 0.05821553245186806, 0.06786666065454483, -0.05405035614967346, -0.006883600261062384, -0.010483494959771633, 0.00030213958234526217, 0.04110908508300781, 0.018279781565070152, 0.013288237154483795, 0.047642871737480164, -0.008044470101594925, 0.0008668683585710824, 0.03548049181699753, 0.04080851748585701, 0.013409297913312912, 0.0026739160530269146, -0.018683861941099167, 0.1727600395679474, 0.01421290636062622, 0.0497625432908535, 0.00605170289054513, 0.050427015870809555, -0.005317799746990204, 0.0880511924624443, 0.02492624521255493, 0.017630988731980324, -0.004833901766687632, 0.11798754334449768, -0.0028838268481194973, 0.06239581108093262, -0.10061878710985184, -0.029836976900696754, 0.038231443613767624, 0.04341886192560196, -0.03693293780088425, -0.01511782594025135, 0.002637895755469799, -0.02587798982858658, 0.004584056790918112, 0.0728471502661705, 0.020629139617085457, -0.021204335615038872, -0.02669711410999298, -0.013715644367039204, 0.008647563867270947, -0.03927765041589737, -0.0010394598357379436, 0.00619861762970686, -0.03692755848169327, -0.013626630418002605, 0.06936406344175339, 0.007474095094949007, -0.036979783326387405, -0.0338154062628746, 0.02114049158990383, -0.008594288490712643, 0.008484229445457458, 0.13718923926353455, 0.04608802869915962, 0.05220787227153778 ]
[ -0.0100615369156003, 0.00969054363667965, -0.012960475869476795, 0.038469891995191574, 0.012233969755470753, 0.029672548174858093, 0.007726655341684818, -0.022225912660360336, 0.016561433672904968, 0.025711890310049057, -0.0039120870642364025, -0.011021831072866917, 0.032990552484989166, -0.01193732488900423, 0.029971757903695107, 0.01425536721944809, 0.006979253143072128, -0.02875507064163685, 0.020206520333886147, 0.017254851758480072, -0.014738352969288826, 0.016682181507349014, -0.000666194420773536, -0.006697639357298613, 0.0015932944370433688, 0.002981920260936022, -0.004387322347611189, -0.05259060487151146, 0.018580766394734383, -0.14559492468833923, -0.038657598197460175, -0.026868168264627457, -0.003560533979907632, 0.002517084823921323, -0.03328181803226471, 0.01938888058066368, 0.027210919186472893, 0.030901331454515457, 0.014769217930734158, 0.006578198634088039, -0.026096481829881668, 0.000760209106374532, -0.01841294765472412, -0.021378351375460625, -0.02020355500280857, -0.014789499342441559, -0.02116270363330841, -0.00723307067528367, -0.025922289118170738, -0.037163689732551575, -0.0031451492104679346, 0.004990260116755962, 0.016527824103832245, -0.025712838396430016, 0.02288435958325863, -0.032563190907239914, 0.007355463691055775, 0.018987178802490234, -0.004167171660810709, -0.007437724154442549, -0.012460085563361645, -0.008481992408633232, -0.049597855657339096, -0.018512997776269913, 0.005846095737069845, -0.013510888442397118, -0.010219823569059372, -0.01116663683205843, -0.00828736461699009, -0.01215256005525589, -0.0573829747736454, 0.017055043950676918, 0.0010736940894275904, -0.007631744723767042, 0.02974703162908554, -0.009965552017092705, 0.023323260247707367, -0.010876839980483055, 0.033928584307432175, -0.024928295984864235, -0.013301566243171692, 0.006374943070113659, 0.02715437300503254, 0.028930801898241043, 0.02523425966501236, 0.002021062420681119, 0.010998464189469814, -0.017549457028508186, 0.02489500492811203, 0.018278906121850014, -0.0007389257661998272, 0.025435594841837883, 0.003150078235194087, 0.022294867783784866, -0.07240984588861465, -0.019113218411803246, -0.025229601189494133, -0.008909821510314941, -0.013253817334771156, 0.8653873801231384, 0.011258010752499104, 0.017378827556967735, 0.014188796281814575, -0.00684437807649374, 0.03848923370242119, -0.027843307703733444, 0.021146822720766068, 0.024820245802402496, 0.051488615572452545, -0.028711935505270958, -0.01654975488781929, 0.0251468438655138, 0.005668130237609148, -0.01123202033340931, 0.00585705041885376, 0.023053433746099472, 0.029745465144515038, -0.028116237372159958, -0.0077298665419220924, -0.007220999337732792, 0.014410830102860928, -0.003515638178214431, -0.0051043531857430935, 0.02331487275660038, 0.01701439917087555, -0.1914960891008377, 0.01190831046551466, -8.673096336742328e-33, 0.057031162083148956, 0.006745040882378817, -0.010848190635442734, 0.005733779165893793, 0.0355151891708374, 0.007417343556880951, 0.01950535550713539, 0.00320566538721323, 0.016136443242430687, -0.04177870228886604, 0.022807620465755463, -0.041131485253572464, -0.019714001566171646, -0.000716720474883914, 0.061779510229825974, -0.015664340928196907, -0.024626553058624268, 0.030121173709630966, 0.010651785880327225, -0.02335556596517563, 0.01804654859006405, 0.02785230241715908, 0.01670711487531662, -0.014586567878723145, 0.0005672856932505965, 0.012148767709732056, 0.013298244215548038, 0.03466217592358589, -0.03402069956064224, -0.04901658371090889, 0.017327824607491493, -0.007605110295116901, -0.010932053439319134, -0.0066139912232756615, 0.0001758775906637311, -0.025264287367463112, 0.003123957896605134, 0.0014512344496324658, -0.021387578919529915, -0.018347132951021194, -0.04318000748753548, -0.007670312654227018, -0.034833770245313644, -0.0031523804645985365, -0.0381760448217392, -0.036363210529088974, -0.01400424912571907, 0.00561797758564353, 0.018693815916776657, -0.00055933918338269, 0.017900874838232994, 0.04632425680756569, 0.032320402562618256, 0.0020619467832148075, -0.019948258996009827, 0.01130692008882761, -0.026525557041168213, -0.008475503884255886, 0.026811163872480392, 0.00936528667807579, 0.05158993974328041, -0.011287265457212925, -0.025936076417565346, 0.009078592993319035, -0.00013733723608311266, -0.017615443095564842, 0.013212115503847599, -0.010880432091653347, 0.03732386231422424, -0.033349424600601196, -0.06037015840411186, 0.006177956238389015, 0.00014631955127697438, 0.001776025048457086, 0.02329793944954872, -0.005717644467949867, -0.0028945759404450655, 0.013958792202174664, 0.013655712828040123, 0.020505236461758614, 0.01610865257680416, -0.01571180857717991, 0.02656378783285618, -0.02040605992078781, -0.01432038750499487, -0.01167850662022829, 0.023874446749687195, 0.0024020445998758078, -0.004828834440559149, -0.004592132288962603, 0.04463338106870651, 0.029270583763718605, -0.010239776223897934, -0.03125850483775139, -0.011234712786972523, 8.478345575485876e-33, -0.00487696286290884, -0.007856547832489014, -0.023863347247242928, 0.012315583415329456, -0.018143314868211746, -0.01832013577222824, -0.007252721581608057, 0.010026160627603531, -0.03161131963133812, 0.0025176857598125935, 0.0008809280698187649, 0.0235931184142828, 0.0005701411864720285, 0.03417951986193657, 0.03761046379804611, -0.007844539359211922, -0.008514444343745708, -0.031238194555044174, 0.00910126231610775, -0.01868947595357895, 0.011432001367211342, 0.01468453835695982, 0.006560754030942917, -0.011393224820494652, -0.011730042286217213, 0.04616295546293259, -0.018435677513480186, 0.008941259235143661, 0.01206060778349638, 0.0017336733872070909, -0.012510934844613075, 0.012710620649158955, 0.014936528168618679, -0.03949388116598129, -0.019171804189682007, 0.00302764936350286, 0.005836291238665581, 0.013964599929749966, 0.013222812674939632, 0.008417082019150257, 0.01145950797945261, -0.028066309168934822, 0.009272413328289986, 0.008824414573609829, 0.028618913143873215, 0.007263227831572294, -0.004635052755475044, -0.01502813771367073, 0.009130078367888927, 0.04068604111671448, 0.006734300404787064, 0.003539679804816842, 0.013073837384581566, 0.0077072493731975555, 0.004135980736464262, -0.0274172555655241, -0.02706984058022499, -0.0033724200911819935, 0.0086324792355299, 0.003343929536640644, -0.03453788906335831, 0.023351944983005524, -0.03920590505003929, 0.026447873562574387, -0.026536790654063225, 0.014288338832557201, -0.026191217824816704, -0.007316328585147858, 0.017661668360233307, -0.027463627979159355, -0.020209675654768944, 0.0030744383111596107, -0.005418097600340843, 0.021401887759566307, 0.028594981878995895, -0.018083035945892334, 0.008325993083417416, 0.013123978860676289, -0.000060749895055778325, 0.03203077241778374, 0.0004273254598956555, -0.012294849380850792, 0.039738886058330536, -0.025213023647665977, -0.004399992525577545, 0.006955528166145086, -0.019828686490654945, -0.0007465833914466202, -0.0005715911975130439, -0.03390764445066452, -0.018206564709544182, -0.00853800866752863, 0.006344624329358339, 0.001436373800970614, 0.00000546520186617272, -1.3905062878905028e-8, -0.044533342123031616, 0.0257793627679348, 0.005459172651171684, 0.012269935570657253, 0.03253486379981041, 0.04380141943693161, -0.02197108417749405, -0.05109823867678642, -0.021297872066497803, 0.008372269570827484, 0.005662199109792709, 0.026089584454894066, 0.009410249069333076, -0.008394365198910236, 0.016670899465680122, -0.059535909444093704, -0.051945123821496964, 0.011203167028725147, 0.03774746134877205, 0.0072225467301905155, 0.00798008032143116, 0.03371677175164223, -0.022565122693777084, 0.01392553374171257, 0.052061643451452255, -0.007145529147237539, -0.002442494500428438, -0.0773809403181076, -0.013187617063522339, 0.0267069973051548, 0.0022752501536160707, -0.005262499675154686, -0.048724446445703506, 0.003082817420363426, -0.019650699570775032, 0.0017151976935565472, -0.04077750816941261, 0.006163150072097778, 0.006783253513276577, 0.012991816736757755, 0.010511627420783043, -0.004807989578694105, 0.012314551509916782, -0.014725062996149063, 0.005136506166309118, -0.004027648828923702, -0.009368532337248325, -0.018839221447706223, 0.023493215441703796, -0.04031369462609291, 0.022182036191225052, 0.005504206754267216, 0.027341315522789955, 0.014651823788881302, 0.02524610050022602, 0.003263473976403475, 0.014183185063302517, -0.015964249148964882, -0.00929439440369606, -0.0017889440059661865, 0.014012536033987999, 0.037853922694921494, -0.020569147542119026, -0.042793095111846924 ]
coding-passing-booleans-into-methods
https://markhneedham.com/blog/2009/04/08/coding-passing-booleans-into-methods
false
2009-04-06 19:21:55
DDD: Only for complex projects?
[ "ddd", "domain-driven-design" ]
[ "Domain Driven Design" ]
One of the things I find a bit confusing when it comes to Domain Driven Design is that some of the higher profile speakers/user group contributors on the subject have expressed the opinion that http://www.infoq.com/interviews/greg-young-ddd[DDD is more suitable] http://devlicio.us/blogs/casey/archive/2009/02/18/ddd-what-kind-of-applications-is-it-suited-to.aspx[when we are dealing with complex projects]. I think this means complex in terms of the domain but I've certainly worked on some projects where we've been following certainly some of the ideas of DDD and have got some value out of doing so in domains which I wouldn't say were particularly complex. == What is Domain Driven Design? One of the quotes from http://qconlondon.com/london-2009/file?path=/qcon-london-2009/slides/JimmyNilsson_IsDomainDrivenDesignMoreThanEntitiesAndRepositories.pdf[Jimmy Nilsson's QCon presentation] was that '*DDD is OO done well*' and I think there are a http://www.markhneedham.com/blog/2008/09/20/similarities-between-domain-driven-design-object-oriented-programming/#comments[lot of similarities between the ideas of OO and DDD] - in fact I think DDD has ended up covering the ground that OO was initially intended to cover. Having our code express the domain using its own language rather than the language of the technical solution seems like an approach that would be valuable in any type of project and my recent reading of http://www.amazon.co.uk/Code-Complete-Practical-Handbook-Construction/dp/0735619670/ref=sr_1_1?ie=UTF8&s=books&qid=1238934377&sr=8-1[Code Complete] suggests that this is certainly an approach that was used before the term DDD was coined. However, if we're truly doing DDD then in theory we should be modeling our domain with the help of a subject matter/business expert but from the projects I've worked on we can very rarely get access to these people so the modeling becomes a best attempt based on the information we have rather than a collaborative effort. I'm not sure whether it's actually possible to get a truly ubiquitous language that's used by everyone from the business through to the software team by taking this approach. We certainly have a language of sorts but maybe it's not truly ubiquitous. As Luis Abreu points out, I don't think there is http://msmvps.com/blogs/luisabreu/archive/2008/12/10/is-ddd-for-me.aspx[a precise definition of what DDD actually is] but for me the essence of DDD is still the same as when I compared it with OO i.e. *Domain Driven Design = Object Oriented Programming + Ubiquitous Language*. What that definition doesn't cover is the organisational patterns we can use to allow our domain model to fit into and interact with other systems, and I think this is a part of DDD which I underestimated when I wrote my previous post. It also doesn't take into account the possibility of doing DDD in a non OO language - for example I'm sure it's possible to follow a DDD approach when using a functional language. == The value in using a DDD approach As I've written before, I think there is http://www.markhneedham.com/blog/2009/03/07/ddd-bounded-contexts/[value in applying the patterns of DDD] even if we aren't using every single idea that comes from the book. The approach of using just the patterns has even been coined as http://www.blogcoward.com/archive/2008/11/25/DDD-Lite-and-Data-Access-One-way-of-doing-it.aspx[DDD Lite]. DDD Lite sounds to me like a particular subset of DDD but I would be quite surprised to find a project which used every single idea from the book, so maybe every use of DDD is merely a subset of the whole idea. I'm not sure which presenter it was, but at http://qconlondon.com[QCon London] the idea that we can use DDD to drive out the simplicity of our domain was expressed. I would agree with this and I also think the idea of creating a ubiquitous language is very useful when working in teams, even if the domain is not that complex, so that we can stop doing the costly translations between the different terminologies people may be using to refer to the same things in the domain. The idea of striving to make concepts in our code http://www.markhneedham.com/blog/2009/02/28/coding-implicit-vs-explicit-modeling/[explicit rather than implicit] is another idea which I think works very well regardless of the complexity of the project. Being able to look at code and understand what is going on without having to know a whole lot of context is invaluable. Finally the organisational patterns of DDD, as Dan North pointed out at QCon, are valuable even in a non DDD context. We may not always use the DDD terms for what we are doing but I've noticed that a lot of the ways we interact with other systems have a corresponding DDD pattern which will explain the benefits and drawbacks of that approach and where it will and won't be appropriate. == In Summary I know neither of the authors are writing off DDD for projects with less complex domains but I feel the value that the different ideas can give to most projects is sometimes not recognised. What link:[the book] has done well is bring together some very useful ideas for allowing us to write business software and since this is what a lot of us are doing it's definitely worth looking at where the ideas of DDD can be applied.
null
null
[ 0.024002350866794586, 0.01593911275267601, -0.00496154697611928, 0.0575350746512413, 0.08647427707910538, 0.01922641694545746, 0.00891930889338255, 0.040929391980171204, 0.040342461317777634, -0.013176406733691692, -0.022879263386130333, 0.0050176349468529224, -0.0547705702483654, 0.01072076428681612, -0.019297555088996887, 0.0669209361076355, 0.04778558760881424, -0.01352748367935419, 0.040714412927627563, -0.005034343805164099, 0.03464047983288765, 0.0478229857981205, 0.0033911271020770073, 0.035025402903556824, 0.04178524389863014, 0.017058929428458214, 0.021061744540929794, 0.0178418830037117, -0.05760841816663742, -0.02217239700257778, 0.04794006794691086, -0.003820061916485429, -0.0010017071617767215, -0.0022302870638668537, 0.015089768916368484, -0.001571193803101778, -0.023586414754390717, -0.009179509244859219, -0.008747169747948647, 0.015777233988046646, -0.07502175867557526, 0.05007321015000343, -0.010714496485888958, 0.01015325915068388, -0.0346292182803154, 0.0020679233130067587, -0.06325631588697433, 0.009730725549161434, -0.002960359677672386, -0.0003884431498590857, -0.05274936929345131, 0.024996468797326088, -0.018437616527080536, 0.015386726707220078, -0.03158330172300339, 0.06243785098195076, 0.03679315373301506, -0.07111667841672897, -0.0023049863521009684, -0.05236785113811493, 0.014034467749297619, -0.01742229051887989, 0.006881104316562414, 0.02304958738386631, 0.036452215164899826, -0.015636319294571877, -0.022918416187167168, 0.025188488885760307, -0.047140538692474365, 0.014178566634654999, -0.010027792304754257, 0.015835225582122803, 0.011753911152482033, 0.00578820426017046, -0.0081854909658432, -0.038359787315130234, 0.006925662979483604, 0.05931448936462402, 0.012444506399333477, 0.024504300206899643, -0.03315214067697525, 0.009691309183835983, -0.012283996678888798, 0.026271091774106026, -0.016055431216955185, -0.03934618458151817, -0.002001155400648713, -0.009032667614519596, -0.04964649677276611, 0.0651119127869606, -0.0020167515613138676, -0.07020547986030579, 0.012745186686515808, 0.02891499176621437, 0.0020491608884185553, 0.015746181830763817, 0.032679393887519836, 0.02550927922129631, -0.01392607856541872, -0.0013768115313723683, -0.020551210269331932, -0.02325008064508438, -0.01377877313643694, -0.0037518853787332773, -0.06282474100589752, -0.015202576294541359, -0.029769210144877434, -0.018945841118693352, -0.00012191478890599683, 0.010102828033268452, -0.05338801071047783, 0.020963560789823532, -0.02540656551718712, -0.0020627749618142843, -0.04331474378705025, 0.06361600756645203, -0.0029711234383285046, -0.04563125595450401, 0.0028906408697366714, 0.009723209775984287, 0.02509651519358158, -0.006966201588511467, -0.03527579456567764, 0.05807573348283768, -0.00038310157833620906, 0.0036229148972779512, -0.03691420331597328, 0.061996206641197205, -0.028139598667621613, -0.05811494588851929, 0.0038701710291206837, 0.03456803783774376, -0.049842216074466705, -0.015708230435848236, -0.008004711009562016, -0.053788118064403534, 0.004036124795675278, 0.006201024167239666, 0.029395077377557755, 0.03631345182657242, 0.0005610449006780982, -0.04859980195760727, 0.0019775335676968098, -0.011795660480856895, 0.03317519649863243, 0.013839837163686752, 0.02934175357222557, -0.02387683279812336, -0.03591931238770485, -0.012463890947401524, -0.007011792156845331, 0.04481789469718933, 0.0034837780985981226, -0.04787730798125267, 0.04114969074726105, 0.09561243653297424, 0.034534234553575516, 0.023343553766608238, 0.004412838723510504, 0.03613455966114998, 0.021387897431850433, 0.019847892224788666, 0.002079358324408531, 0.030938582494854927, 0.021079113706946373, -0.018153896555304527, -0.005576957482844591, 0.060252510011196136, 0.011564137414097786, -0.019860047847032547, -0.0793544128537178, -0.05506245046854019, 0.051477767527103424, -0.05582009628415108, -0.024731915444135666, 0.03205154463648796, 0.0848667249083519, 0.03502047434449196, 0.033502645790576935, -0.017346974462270737, -0.07624731957912445, -0.003633030690252781, 0.015624146908521652, 0.013978676870465279, 0.0262021292001009, -0.030014069750905037, 0.05365585535764694, 0.03274447098374367, -0.0017993496730923653, 0.06067732721567154, -0.07650912553071976, -0.08650971949100494, -0.022064875811338425, -0.02848433144390583, 0.03989165276288986, -0.00034441283787600696, 0.008065855130553246, 0.08697476983070374, 0.009377945214509964, 0.06419220566749573, 0.03845059871673584, 0.018117256462574005, 0.011674350127577782, -0.03784657642245293, -0.01613791100680828, 0.037415146827697754, 0.03703373298048973, 0.012300306931138039, -0.043010611087083817, -0.005186151713132858, 0.023748399689793587, -0.029255984351038933, 0.034038860350847244, -0.03141426295042038, 0.016152624040842056, -0.01683720387518406, 0.06624165922403336, -0.021721553057432175, 0.03147305175662041, -0.06437045335769653, 0.02887367270886898, 0.027756167575716972, -0.013402501121163368, 0.028459833934903145, -0.00781134981662035, 0.11874984949827194, 0.05377158522605896, -0.04482356086373329, -0.04678286984562874, 0.027159959077835083, -0.0008713784627616405, -0.02916698530316353, 0.020500710234045982, -0.025250326842069626, -0.001094258390367031, 0.02718513272702694, -0.06820262223482132, -0.04507608711719513, 0.027824552729725838, -0.013053782284259796, 0.010763824917376041, 0.05128038302063942, -0.03380902111530304, 0.04651613533496857, -0.006853381171822548, -0.005340797360986471, -0.009880549274384975, -0.020895706489682198, -0.06088517606258392, 0.010072418488562107, 0.0005224185879342258, -0.013801103457808495, 0.05497710406780243, -0.01205358188599348, -0.028401052579283714, -0.03612947463989258, -0.01362193189561367, 0.013900420628488064, 0.02316480316221714, 0.0651836171746254, -0.030595604330301285, 0.07741759717464447, 0.002142539946362376, 0.04070855677127838, 0.011159909889101982, -0.05363358557224274, -0.039320025593042374, -0.023601088672876358, -0.0007573357434011996, 0.028266023844480515, 0.007763338275253773, 0.02688603661954403, 0.008646993897855282, -0.005345010198652744, -0.01675807312130928, -0.022526763379573822, 0.021049458533525467, -0.0148776238784194, -0.020481126382946968, -0.027699628844857216, -0.046120788902044296, 0.04944108799099922, -0.0520993247628212, -0.023137470707297325, -0.02688903547823429, -0.069890595972538, 0.0498356856405735, -0.09370255470275879, -0.06313762068748474, 0.017732135951519012, 0.04102963209152222, 0.027857990935444832, -0.003502741688862443, 0.013913816772401333, 0.08252504467964172, -0.0068194144405424595, 0.0012523349141702056, -0.02189590409398079, -0.017519881948828697, 0.030768636614084244, -0.013283138163387775, 0.019627001136541367, 0.03646533191204071, 0.012558729387819767, -0.006042485125362873, -0.04863420128822327, 0.0404798798263073, 0.007477832492440939, -0.2715021073818207, -0.0027680869679898024, 0.0007822615443728864, -0.05480239540338516, 0.020683078095316887, 0.0065066758543252945, -0.0045606642961502075, -0.05422782152891159, -0.029651356860995293, -0.009322196245193481, -0.03898533061146736, -0.06159937381744385, -0.006931530777364969, 0.03683927655220032, -0.007789082359522581, 0.03973421826958656, 0.041336264461278915, -0.04098746180534363, 0.001171774696558714, 0.05721396952867508, -0.021656569093465805, -0.07211744040250778, 0.005264762789011002, 0.032785069197416306, 0.031401775777339935, 0.04597410559654236, -0.09119408577680588, 0.02542310766875744, -0.04666499048471451, 0.011766879819333553, 0.023381417617201805, 0.0179426372051239, -0.016256460919976234, -0.013596615754067898, -0.0269687008112669, -0.01972215250134468, 0.05788411945104599, 0.02011621557176113, 0.0007705225725658238, 0.016879424452781677, -0.011380437761545181, -0.03126240149140358, -0.006859820801764727, 0.000984447542577982, 0.07139778137207031, 0.004583144094794989, -0.08724217116832733, -0.0005070895422250032, -0.04039090871810913, 0.08492647111415863, -0.027790695428848267, -0.022422512993216515, 0.011521395295858383, 0.04191436618566513, -0.007865202613174915, -0.011517069302499294, 0.006859966088086367, -0.015754856169223785, -0.06238327547907829, -0.029584428295493126, -0.00892371404916048, -0.031060827895998955, -0.0024403303395956755, -0.05608658865094185, 0.005767847876995802, -0.03849227726459503, -0.07403875142335892, -0.004247073084115982, 0.07228196412324905, 0.04641025513410568, -0.0200258307158947, 0.05294623598456383, 0.002500432077795267, -0.121475949883461, 0.007100215647369623, -0.017695195972919464, 0.009114798158407211, -0.024624492973089218, 0.03247683122754097, 0.027780013158917427, -0.004301728215068579, -0.06265608966350555, -0.00019080005586147308, 0.04012914374470711, 0.011092347092926502, -0.022538073360919952, 0.04750692471861839, 0.0020228226203471422, -0.03666394576430321, 0.004899899009615183, 0.07213234156370163, -0.0093551529571414, -0.037249013781547546, -0.03613053262233734, 0.026814373210072517, -0.0038111957255750895, 0.02538445219397545, 0.0006510610110126436, -0.002500965027138591, 0.011089189909398556, -0.0011906118597835302, -0.06142051890492439, 0.02171953022480011, -0.004027789458632469, 0.001606546575203538, -0.029934130609035492, -0.0456119179725647, 0.008874603547155857, 0.022730981931090355, 0.027257682755589485, -0.00844364520162344, -0.03222661837935448, 0.005355325993150473, -0.05896609649062157, -0.06006883829832077, -0.02890968881547451, 0.007082032505422831, 0.04807116463780403, -0.002589888870716095, -0.020674897357821465, -0.0373394750058651, 0.00255046715028584, 0.018800828605890274, -0.004362814128398895, -0.06333493441343307, -0.016910379752516747, -0.011524474248290062, -0.00574963865801692, 0.018947409465909004, 0.010024168528616428, 0.004041997250169516, 0.03455722704529762, 0.014547663740813732, -0.05160678178071976, 0.003933240193873644, 0.003269697306677699, -0.05326851084828377, -0.020281441509723663, -0.011559982784092426, 0.00010952843149425462, 0.01610969752073288, 0.028421150520443916, 0.019569549709558487, -0.0036176969297230244, 0.06307186186313629, 0.011372163891792297, 0.02845553494989872, 0.01780550368130207, 0.046792685985565186, -0.0018159078899770975, 0.00225662998855114, -0.07100614905357361, 0.022936448454856873, -0.046598371118307114, -0.01642780192196369, -0.04571221396327019, 0.03794381394982338, -0.012302660383284092, -0.0382816344499588, -0.02610294707119465, 0.013695476576685905, -0.06437669694423676, -0.01927950419485569, -0.02256382815539837, 0.032583896070718765, 0.06608807295560837, -0.03316190466284752, 0.02964811399579048, -0.015634724870324135, -0.015890512615442276, 0.019703857600688934, 0.03548313304781914, -0.04526552930474281, 0.0010388385271653533, 0.01340846810489893, 0.0010836716974154115, -0.01769452914595604, 0.000505563453771174, 0.06876673549413681, 0.028993740677833557, -0.0021078751888126135, -0.025179915130138397, 0.0024848158936947584, 0.015036082826554775, 0.059923771768808365, 0.015789328143000603, -0.007401135750114918, 0.015957899391651154, -0.021754927933216095, -0.023343652486801147, -0.03861405700445175, -0.01154379639774561, 0.0016875503351911902, 0.01536401454359293, -0.03729161620140076, -0.067625992000103, 0.08879657834768295, 0.026514502242207527, 0.014643351547420025, 0.0010449668625369668, 0.0034807759802788496, 0.01876114495098591, -0.031244855374097824, 0.049929384142160416, 0.045031558722257614, -0.05616408959031105, 0.010761171579360962, -0.004003136418759823, 0.01829434558749199, 0.01689809001982212, 0.008703825995326042, -0.052524253726005554, -0.04169085994362831, -0.0386783629655838, 0.004724199417978525, -0.053280021995306015, -0.03246263787150383, -0.01588808186352253, 0.02110225521028042, 0.0019361289450898767, 0.0007331437664106488, -0.007131883408874273, -0.005755194928497076, 0.02769843116402626, -0.020457295700907707, 0.02506098337471485, -0.03644394129514694, 0.004459444899111986, 0.0043198042549192905, -0.040776386857032776, 0.0004994919872842729, -0.016993718221783638, -0.00774581590667367, 0.011656219139695168, -0.030678508803248405, -0.01793532446026802, -0.01880795694887638, 0.018729329109191895, -0.010941777378320694, 0.040072791278362274, 0.0016011582920327783, -0.018465733155608177, -0.026467638090252876, 0.000785403826739639, -0.044412773102521896, 0.028776198625564575, -0.027729248628020287, -0.013104449026286602, 0.008349454030394554, 0.05847001448273659, 0.001188570400699973, 0.041880033910274506, -0.009516244754195213, 0.0019184112315997481, 0.05037197470664978, -0.07968439161777496, -0.019339773803949356, -0.054621051996946335, -0.07578141987323761, -0.006296265404671431, 0.005574693437665701, 0.03991316258907318, -0.012696520425379276, 0.02861642651259899, 0.04252038896083832, 0.04076101630926132, 0.03468082845211029, 0.010239244438707829, 0.04894605651497841, -0.032957401126623154, 0.00782634224742651, -0.06381764262914658, 0.022958073765039444, 0.039270855486392975, 0.017068734392523766, -0.008090930990874767, 0.0017726185033097863, -0.04108188673853874, 0.07204901427030563, -0.06848505139350891, -0.02395574189722538, 0.04725191369652748, 0.006890774238854647, -0.02219606377184391, -0.005335169844329357, -0.07362198084592819, 0.001326094032265246, 0.04135865345597267, -0.039889030158519745, -0.026565931737422943, -0.010300274938344955, 0.036370065063238144, 0.01114474143832922, 0.023366976529359818, -0.05133237689733505, -0.014898763969540596, 0.06473639607429504, -0.005757374223321676, -0.006647130474448204, 0.04250247776508331, 0.005682907532900572, 0.05004693567752838, 0.02600269205868244, -0.0025289927143603563, 0.0028068525716662407, 0.021624285727739334, -0.031027255579829216, -0.06699585169553757, 0.041795067489147186, 0.0016688999021425843, -0.015002839267253876, -0.04214101284742355, 0.053550560027360916, 0.04483162611722946, -0.03384752944111824, -0.039268940687179565, 0.01957530714571476, -0.04689600318670273, -0.00996651966124773, -0.010314807295799255, 0.0005813259049318731, -0.024497922509908676, 0.04915664717555046, 0.011363317258656025, 0.014574432745575905, 0.06551558524370193, 0.0014265525387600064, -0.04314613342285156, -0.006767602637410164, 0.08955289423465729, 0.08418688923120499, 0.0448371022939682, -0.00703783705830574, 0.06968032568693161, -0.01753578707575798, -0.041631750762462616, 0.01838412508368492, -0.005753409583121538, -0.007322253193706274, -0.025837473571300507, -0.0009134571882896125, 0.05174117535352707, -0.012817995622754097, 0.06832732260227203, -0.020575091242790222, -0.019470902159810066, 0.00010088432463817298, 0.018555177375674248, 0.03171145170927048, 0.07038026303052902, 0.00904342345893383, 0.0287751667201519, -0.0009100131574086845, -0.02595745399594307, 0.013626214116811752, -0.025639735162258148, -0.03306247293949127, 0.003998063504695892, 0.005612864159047604, 0.011139108799397945, -0.005869681481271982, 0.024275025352835655, 0.0996721163392067, -0.04216249659657478, 0.009661352261900902, -0.02740384079515934, 0.003598014824092388, -0.006805152632296085, 0.011218095198273659, 0.004512511193752289, -0.03218311071395874, -0.019927719607949257, -0.027644354850053787, -0.03336091339588165, -0.01990734413266182, -0.03777526691555977, 0.05439736694097519, -0.020711718127131462, -0.02296631783246994, 0.017742354422807693, 0.009515538811683655, -0.021299464628100395, -0.06349999457597733, -0.03635816648602486, 0.0033429996110498905, -0.052976831793785095, -0.02135799638926983, 0.05125360190868378, -0.00369278434664011, -0.025154123082756996, -0.018556315451860428, -0.008802596479654312, -0.028167499229311943, 0.058506082743406296, -0.0553024522960186, -0.0242132768034935, 0.015492266975343227, 0.012360182590782642, 0.031296249479055405, 0.017680097371339798, 0.04401256516575813, -0.014674613252282143, -0.0022143693640828133, -0.03917081654071808, 0.010310274548828602, 0.0160481296479702, 0.018378915265202522, 0.018182311207056046, -0.08236732333898544, 0.019695600494742393, 0.022923557087779045, -0.013888075947761536, -0.07983020693063736, 0.03404324874281883, 0.019375884905457497, 0.0007727446500211954, 0.03165782243013382, -0.007721621077507734, 0.018554985523223877, -0.02957085147500038, -0.010852950625121593, 0.005098685622215271, 0.020648745819926262, 0.028909899294376373, -0.015262870118021965, 0.08349166065454483, 0.03992941603064537, -0.010432425886392593, -0.03864995390176773, 0.0010019730543717742, -0.017683908343315125, -0.004367793444544077, -0.0006236288463696837, -0.034396473318338394, -0.04336284473538399, -0.07413797080516815, -0.020595764741301537, 0.02097034454345703, -0.034851253032684326, -0.023215817287564278, 0.011067741550505161, 0.02496795915067196, -0.03419610485434532, 0.04022706300020218, -0.05189421400427818, 0.01802588440477848, -0.007393506355583668, -0.01019460428506136, -0.001142738969065249, -0.00011258454469498247, -0.009061560034751892, 0.007961224764585495, 0.025197770446538925, -0.045957788825035095, -0.00475761154666543, 0.0023642098531126976, 0.03425338491797447, 0.014819122850894928, 0.02845699153840542, 0.005484466440975666 ]
[ -0.07711571455001831, 0.0077064866200089455, -0.024606535211205482, -0.05752616003155708, 0.041706375777721405, -0.04252583906054497, -0.04408092051744461, 0.022367190569639206, -0.020287441089749336, -0.047121599316596985, -0.028982415795326233, -0.01111351978033781, -0.012332487851381302, -0.019501158967614174, 0.07891087979078293, 0.022784434258937836, 0.003740799380466342, -0.06143474578857422, 0.05368836596608162, 0.0425444170832634, 0.0402064248919487, -0.03153021261096001, -0.04629484936594963, -0.024309450760483742, -0.008077135309576988, 0.026722248643636703, 0.05524509772658348, -0.012318236753344536, 0.022615952417254448, -0.17691953480243683, -0.00668724812567234, 0.03634042665362358, 0.03454401716589928, -0.023407837375998497, 0.005226672161370516, 0.053768765181303024, 0.013084360398352146, 0.021559134125709534, -0.002989241387695074, 0.010274613276124, 0.004689858295023441, -0.009627723135054111, -0.024468151852488518, -0.021088721230626106, 0.0362938791513443, 0.02260756678879261, -0.0036514955572783947, -0.037653643637895584, -0.04804625362157822, 0.005025804974138737, -0.021459762006998062, -0.017657525837421417, -0.011765987612307072, -0.027345707640051842, -0.014495697803795338, 0.03415407985448837, 0.01603604294359684, 0.06516609340906143, -0.005943230353295803, 0.005100166890770197, 0.024481186643242836, -0.003909722901880741, -0.14167599380016327, 0.10576920956373215, 0.04339522123336792, 0.07013578712940216, -0.03161729499697685, -0.03660737723112106, -0.04577441141009331, 0.09142854064702988, 0.032723985612392426, -0.04688530042767525, -0.031270723789930344, 0.010818247683346272, 0.011942418292164803, 0.009661014191806316, 0.0019896335434168577, 0.010920421220362186, 0.009833616204559803, -0.054916441440582275, -0.0026087062433362007, 0.012727038003504276, -0.04119105264544487, -0.022273017093539238, -0.07036548107862473, 0.02287747524678707, 0.003705409122630954, 0.04849487915635109, 0.024609750136733055, 0.04584769159555435, 0.019544264301657677, -0.016821587458252907, 0.033069588243961334, -0.013549115508794785, -0.07710862159729004, -0.0002846796705853194, -0.0005092534702271223, 0.0026855547912418842, -0.039974696934223175, 0.4204043745994568, -0.011214441619813442, -0.040908392518758774, 0.09151970595121384, 0.005445389077067375, -0.015716826543211937, 0.035576969385147095, 0.01858116127550602, -0.046076975762844086, 0.04512562230229378, -0.017307279631495476, 0.005363411270081997, 0.013978595845401287, 0.03993456810712814, -0.025637611746788025, 0.012092294171452522, 0.0007456521852873266, 0.00012348081509117037, 0.010500959120690823, -0.01141138281673193, -0.03919599950313568, -0.008508974686264992, 0.006257161032408476, 0.019932672381401062, 0.014851967804133892, -0.027016639709472656, -0.015327454544603825, 0.03371431306004524, 0.050202757120132446, 0.03715059533715248, 0.009541957639157772, 0.03499961271882057, -0.06361126154661179, -0.04369047284126282, 0.002290337812155485, 0.016997283324599266, 0.014785905368626118, 0.019730662927031517, -0.007253517862409353, -0.025654740631580353, 0.04939110204577446, -0.015736719593405724, -0.006274503190070391, 0.03651641681790352, -0.006390177644789219, -0.040368229150772095, 0.09295649081468582, 0.013679646886885166, -0.047775305807590485, -0.004777447786182165, 0.006837974302470684, 0.024754734709858894, 0.03907325491309166, -0.007249358110129833, -0.046071771532297134, -0.002107170643284917, 0.01954868622124195, 0.09722795337438583, -0.011090853251516819, -0.07323122024536133, -0.0037772012874484062, 0.013436544686555862, -0.025549864396452904, -0.04691960662603378, 0.06819918006658554, 0.043676938861608505, -0.12376472353935242, -0.04277069494128227, 0.007856043055653572, 0.04630311578512192, -0.06914790719747543, -0.014650060795247555, 0.006221198942512274, -0.013471532613039017, -0.015148584730923176, 0.048947520554065704, -0.037361860275268555, -0.03890921548008919, 0.021400561556220055, 0.03722554072737694, 0.014200696721673012, 0.02910650707781315, 0.02348492667078972, -0.017359478399157524, 0.001238238182850182, -0.027918346226215363, -0.09255897253751755, -0.049355365335941315, -0.012661092914640903, -0.03184422478079796, -0.01759961247444153, -0.016294272616505623, -0.017135003581643105, -0.09546536207199097, 0.10746379941701889, -0.004747448954731226, 0.0006086891517043114, 0.0352613739669323, -0.00864864606410265, -0.019580727443099022, -0.011408290825784206, -0.05599122494459152, 0.0429520383477211, -0.058789901435375214, 0.008522468619048595, -0.06751330941915512, 0.050479937344789505, 0.06481827050447464, -0.0473991334438324, 0.05508990213274956, 0.07051604986190796, -0.051381729543209076, -0.012138254009187222, 0.029638290405273438, 0.03818280249834061, 0.021413831040263176, 0.004346654750406742, 0.002452606800943613, 0.020546741783618927, -0.010743261314928532, 0.012275666929781437, -0.007268656976521015, 0.010240745730698109, -0.011098203249275684, -0.3677660822868347, -0.06174931302666664, -0.05108852684497833, -0.009328103624284267, 0.027727684006094933, -0.05833427235484123, 0.03332405537366867, -0.005172154400497675, -0.02954496443271637, 0.01592852734029293, 0.05307764187455177, -0.024353479966521263, -0.002728722058236599, -0.09144534915685654, -0.009163105860352516, 0.01871972344815731, -0.004890270531177521, -0.04493971914052963, -0.05866726115345955, -0.0049056182615458965, 0.006638672668486834, -0.0028524354565888643, 0.01013560127466917, -0.07742108404636383, -0.00013511588622350246, -0.04220273345708847, 0.09163198620080948, -0.01881643943488598, 0.10062582790851593, -0.027445141226053238, 0.0549645870923996, -0.0029915007762610912, 0.03348269313573837, -0.10885712504386902, 0.004694873001426458, -0.012891625054180622, 0.028891874477267265, -0.011152876541018486, 0.015484779141843319, -0.04518779739737511, -0.04835014045238495, 0.014503532089293003, -0.04680284112691879, -0.04298418015241623, -0.06178071349859238, 0.013582849875092506, -0.04225881025195122, -0.038359757512807846, -0.03887604922056198, 0.10248269885778427, 0.009734316729009151, 0.007199399173259735, 0.026760652661323547, 0.06003148481249809, -0.03370990231633186, -0.02387554943561554, -0.07577056437730789, 0.0058006057515740395, 0.00692341011017561, -0.002413808833807707, 0.02225528284907341, 0.05458248034119606, 0.03931382670998573, -0.055711425840854645, -0.01130482368171215, 0.00035709133953787386, -0.004088365938514471, 0.00024091475643217564, 0.0650043860077858, -0.023292301222682, -0.004268847405910492, 0.10013072937726974, -0.01785089820623398, -0.011666608043015003, 0.03535255417227745, 0.02066619135439396, -0.03488518297672272, 0.040549471974372864, 0.023271286860108376, 0.007013257592916489, 0.02289670519530773, -0.008099326863884926, 0.03808159753680229, -0.02598900906741619, 0.01127924770116806, 0.03134499862790108, -0.01152257900685072, -0.05243042856454849, 0.021301154047250748, 0.015267791226506233, -0.022159790620207787, 0.0011970042251050472, -0.014460182748734951, -0.0788615345954895, 0.057963211089372635, -0.010891501791775227, -0.23503044247627258, 0.015235945582389832, 0.07200951129198074, 0.0839400589466095, -0.00196532323025167, 0.045591965317726135, 0.047560982406139374, -0.02011546678841114, 0.040416426956653595, 0.011642293073236942, 0.006338542327284813, 0.026279717683792114, -0.018584394827485085, 0.011816157959401608, 0.038370124995708466, -0.01716659590601921, 0.05507674813270569, 0.011609580367803574, 0.01820674166083336, -0.0486268624663353, 0.006277682725340128, 0.012089713476598263, 0.1542075127363205, -0.013770058751106262, 0.030534785240888596, -0.02462892048060894, 0.009082788601517677, 0.02013462595641613, 0.02924773283302784, 0.008705214597284794, -0.015542121604084969, 0.0009649443090893328, 0.05506560951471329, -0.005733787547796965, 0.02432180941104889, -0.046807266771793365, -0.03170691058039665, 0.03343832865357399, 0.020480306819081306, 0.014921717345714569, 0.0193313080817461, -0.0017913829069584608, -0.022152233868837357, 0.053587406873703, 0.047189805656671524, 0.042710818350315094, 0.010867827571928501, -0.019681083038449287, -0.03659086301922798, 0.0026768024545162916, -0.05779815465211868, -0.04946113005280495, 0.006899532396346331, -0.021879687905311584, 0.013855863362550735, 0.06886978447437286, 0.02216990850865841, -0.027973096817731857, -0.02170003391802311, 0.012436171993613243, -0.013481957837939262, -0.034867335110902786, 0.0980222299695015, 0.056628625839948654, 0.03483213856816292 ]
[ -0.00748426141217351, -0.024724921211600304, 0.010295368731021881, -0.02664826065301895, -0.005367487668991089, -0.03912997245788574, -0.002467736368998885, 0.03286191448569298, 0.0034576235339045525, -0.03020915947854519, -0.02755049243569374, 0.03509208932518959, 0.019788596779108047, -0.017999807372689247, 0.015780488029122353, -0.0013852143893018365, 0.03530881181359291, -0.009654602967202663, 0.013808763585984707, -0.004962655249983072, -0.008914020843803883, 0.03711213544011116, -0.009134229272603989, -0.011469396762549877, -0.04901273921132088, 0.026423649862408638, 0.03162630274891853, -0.027898959815502167, 0.03610273450613022, -0.13388516008853912, 0.006781799253076315, -0.0008876209030859172, -0.013047722168266773, 0.009940880350768566, 0.0135869225487113, -0.0005659849266521633, 0.013259639963507652, 0.023149682208895683, -0.0017391456058248878, -0.03819085285067558, 0.006133864633738995, -0.033857785165309906, 0.054550860077142715, 0.0073315748013556, 0.01274015475064516, 0.020906610414385796, -0.015422003343701363, -0.04761318489909172, 0.0129390312358737, -0.052505962550640106, -0.003333823522552848, -0.025900570675730705, 0.010803544893860817, 0.007737047504633665, 0.005828437395393848, 0.0002496863016858697, 0.02700101025402546, 0.014307636767625809, -0.00024799566017463803, 0.0008891627076081932, -0.03173385560512543, 0.01018561702221632, -0.03899720311164856, -0.028490304946899414, 0.011463234201073647, -0.0029580118134617805, -0.01778317429125309, 0.016751596704125404, -0.044527456164360046, 0.008508946746587753, 0.0047676945105195045, 0.020889887586236, -0.02179744839668274, -0.011890005320310593, 0.03644395247101784, 0.00969936978071928, -0.0037482527550309896, -0.0027550009544938803, 0.03263388201594353, -0.05702705681324005, -0.021378999575972557, 0.043918706476688385, 0.009523590095341206, 0.005419415887445211, -0.016296081244945526, -0.0021080737933516502, 0.005672312341630459, -0.007399098481982946, 0.018482428044080734, 0.022083481773734093, -0.028980299830436707, 0.013273819349706173, -0.011990425176918507, -0.0008810751023702323, -0.10489927977323532, -0.017594456672668457, -0.00843399204313755, -0.03006572276353836, 0.011930161155760288, 0.8556206226348877, -0.025822103023529053, 0.04295797273516655, 0.013294056989252567, 0.007762731518596411, -0.006883677095174789, -0.011342504993081093, 0.0014322706265375018, 0.02439136989414692, 0.014330735430121422, -0.008239959366619587, 0.0013802339090034366, 0.012653364799916744, 0.03329452872276306, 0.00956661719828844, 0.027748500928282738, -0.04195951297879219, -0.01665475405752659, -0.000056509139540139586, 0.0005788825219497085, -0.031232310459017754, -0.012187953107059002, -0.016361379995942116, -0.00796645786613226, -0.018047835677862167, 0.007338210474699736, -0.18978480994701385, 0.01583731919527054, -8.672147859738008e-33, 0.03766288608312607, -0.003086903365328908, 0.004928024020045996, 0.01068038959056139, 0.011038847267627716, -0.022197915241122246, 0.042050931602716446, 0.026862118393182755, 0.01417678315192461, -0.015606536529958248, -0.008554669097065926, -0.010687417350709438, -0.00524548813700676, -0.024197189137339592, 0.032180190086364746, -0.009542866609990597, -0.0011888578301295638, 0.023531736806035042, -0.02382132224738598, -0.00011745057418011129, 0.036052487790584564, 0.045705873519182205, -0.00900876522064209, 0.005700587760657072, 0.01661686971783638, 0.009832159616053104, 0.0010866959346458316, 0.0252300463616848, 0.016181714832782745, -0.033090539276599884, -0.020165683701634407, 0.009087360464036465, -0.011843034066259861, 0.008380680344998837, 0.005191805772483349, -0.020976629108190536, -0.04243413731455803, -0.006485074292868376, -0.004309376236051321, -0.027112992480397224, -0.03551487624645233, -0.013488913886249065, -0.03778296709060669, -0.005785106681287289, -0.04548666626214981, 0.019399765878915787, 0.028614237904548645, 0.007264773361384869, 0.013719304464757442, -0.01134432666003704, 0.02381793223321438, 0.007894166745245457, 0.0071639916859567165, 0.017495153471827507, -0.0014053022023290396, -0.004115811549127102, -0.03870243579149246, -0.01865791343152523, 0.019704544916749, 0.017727535218000412, 0.007101074792444706, 0.017889738082885742, -0.026216115802526474, 0.017400212585926056, -0.021886399015784264, -0.030214566737413406, 0.022242844104766846, -0.0007969610742293298, 0.017673799768090248, -0.030551094561815262, -0.023913366720080376, -0.014054428786039352, -0.01689639315009117, -0.015908196568489075, -0.006846189498901367, -0.0014297178713604808, 0.016016937792301178, 0.008504699915647507, 0.005124433431774378, 0.05332734063267708, 0.0046584527008235455, 0.008463640697300434, -0.015860842540860176, -0.03294489532709122, 0.012586737982928753, 0.025570834055542946, 0.007130276877433062, -0.015019380487501621, -0.028517460450530052, 0.007344243116676807, -0.0019119250355288386, -0.03535311669111252, 0.0165895763784647, 0.010080772452056408, -0.00859371479600668, 8.304896975918232e-33, -0.02495635114610195, -0.023492418229579926, -0.01394415833055973, -0.011355333030223846, 0.02446049638092518, -0.03395434841513634, 0.02650139108300209, 0.018451089039444923, -0.03701134771108627, 0.006333074066787958, -0.04329335689544678, -0.0036398801021277905, -0.022429822012782097, 0.03798908367753029, 0.04089575260877609, -0.03886207938194275, -0.00451670540496707, -0.03460906073451042, 0.022435899823904037, 0.04713499918580055, 0.02257983200252056, 0.015280390158295631, -0.010952671989798546, 0.016448041424155235, 0.025031518191099167, 0.0760577842593193, -0.01939570903778076, 0.02762589044868946, -0.004161564167588949, 0.008881645277142525, 0.017545733600854874, 0.015789415687322617, 0.00037525309016928077, -0.017455272376537323, -0.03690733388066292, 0.012789635919034481, -0.00406983308494091, -0.03223751485347748, -0.020624123513698578, -0.007067167665809393, -0.014717754907906055, -0.009422766976058483, -0.007176076527684927, 0.019665254279971123, 0.020256787538528442, -0.0011002819519490004, -0.007583352271467447, -0.027782557532191277, 0.013966771773993969, 0.025714000687003136, -0.005933184176683426, 0.017613692209124565, 0.06513668596744537, 0.0022851533722132444, 0.010048069059848785, -0.05958668142557144, -0.0069878846406936646, -0.005544086452573538, 0.02009684219956398, 0.00810797419399023, -0.017461897805333138, -0.002257651649415493, 0.0025254494976252317, 0.015620271675288677, -0.03952128440141678, 0.011368751525878906, 0.021883798763155937, 0.0022037357557564974, -0.00377073185518384, -0.047354865819215775, -0.04945501685142517, -0.005082570482045412, 0.01539694331586361, 0.028425341472029686, 0.008367649279534817, -0.05026029422879219, -0.007868189364671707, 0.01351909525692463, -0.004247233271598816, 0.030675647780299187, -0.002020888030529022, 0.025555036962032318, 0.0020822915248572826, 0.0027583979535847902, -0.027782022953033447, 0.02091406285762787, -0.02716982364654541, 0.01730264537036419, -0.022314706817269325, 0.0003259462828282267, -0.00641207117587328, -0.02260010503232479, 0.013124518096446991, 0.02351192943751812, -0.024123556911945343, -1.3876753968133926e-8, -0.018425745889544487, 0.010299296118319035, 0.009602700360119343, -0.03364093229174614, 0.011846448294818401, -0.017826860770583153, -0.0038060671649873257, 0.009243695996701717, -0.014096785336732864, 0.0008262284100055695, 0.05012959614396095, -0.01941962167620659, -0.0007044384838081896, 0.023854058235883713, 0.004330349620431662, -0.03333790600299835, 0.007714885286986828, -0.010480194352567196, 0.018864089623093605, -0.0007359763840213418, 0.049205053597688675, 0.050541941076517105, 0.0069736395962536335, -0.005406016483902931, 0.04839752987027168, 0.011184602044522762, 0.009780308231711388, -0.11110363900661469, -0.012784332036972046, 0.0075171757489442825, -0.005523231346160173, -0.01372822280973196, -0.02380465529859066, 0.040939707309007645, 0.004853458143770695, -0.026148321107029915, 0.025309590622782707, 0.02404884435236454, 0.01326267421245575, 0.007024269551038742, -0.003042864380404353, 0.037110913544893265, 0.004028400871902704, -0.011145713739097118, 0.0008349327254109085, 0.015803368762135506, -0.0016822133911773562, 0.026422051712870598, 0.0017172243678942323, -0.017932981252670288, -0.020003676414489746, 0.0020444239489734173, 0.013751745223999023, 0.035785481333732605, 0.0033633592538535595, -0.031193461269140244, -0.003629993414506316, -0.018304521217942238, -0.021853405982255936, -0.021918168291449547, 0.004778079688549042, 0.03437769040465355, -0.003437022678554058, -0.016460925340652466 ]
ddd-only-for-complex-projects
https://markhneedham.com/blog/2009/04/06/ddd-only-for-complex-projects
false
2009-04-23 12:36:25
DDD: Making implicit concepts explicit
[ "ddd", "domain-driven-design" ]
[ "Domain Driven Design" ]
One of my favourite parts of the http://domaindrivendesign.org[Domain Driven Design] book is where Eric Evans talks about making implicit concepts in our domain model explicit. The book describes this process like so: ____ Many transformations of domain models and the corresponding code happen when developers recognize a concept that has been hinted at in discussion or present implicitly in the design, and they then represent it explicitly in the model with one or more objects or relationships. ____ Lu and I were working on a small application to parse the WCF message log file on our project into more readable chunks whereby each request in the file would be outputted into another file so that it would be possible to read them individually. We decided to create a little domain model for this since the code seemed to be getting a bit tricky to handle when it was all being written inline inside a main method. To start with we just had a collection of requests which was an accurate representation of the way that the data was being stored in the log file. We collected all these requests and then created individual files for each of them. We also grouped these request files under directories by the session that the request was from. The input/output of our application looked a bit like this: image::{{<siteurl>}}/uploads/2009/04/implicitexplicit.gif[implicitexplicit.gif,442] The next idea suggested for this little application was that it would be cool if we could put the characters 'FAIL' into the file name of any requests which failed and also into the folder name of any sessions which had failing requests inside them. We tried to do this with our original model but everything we did resulted in adding more and more code to the Request object which didn't seem to belong to it. The tipping point for me was when we ended up with Request.SessionFolderName as a property. Eventually we realised that what had been implicit would now need to be made explicit and the Session came to be an object in our domain model. What I found most interesting about this process was that we were always talking about the Session but it didn't actually exist in our model! The model in our code now pretty much represents the format in which we out outputting the data and with Session as an explicit concept it makes it much easier to make changes in the future.
null
null
[ -0.012230574153363705, -0.02779633365571499, -0.03200786933302879, 0.05866744741797447, 0.07146982848644257, -0.021237678825855255, 0.042038366198539734, 0.028124114498496056, 0.03852958232164383, -0.03139933571219444, -0.02566072717308998, -0.01813756301999092, -0.07207199186086655, 0.03248819708824158, -0.024284357205033302, 0.08287936449050903, 0.04159137234091759, -0.015076749958097935, 0.03770050033926964, -0.01101615745574236, 0.003986299503594637, 0.07419507950544357, -0.005272726062685251, 0.02880609966814518, 0.03806706517934799, 0.04217013716697693, -0.0025460324250161648, -0.030042700469493866, -0.047436896711587906, 0.011333508417010307, 0.014902028255164623, -0.007468291558325291, -0.00892531219869852, -0.002174168825149536, 0.01739233173429966, -0.006271724123507738, -0.032780732959508896, -0.0005175610422156751, 0.0053961328230798244, 0.013770654797554016, -0.04054276645183563, 0.04352346062660217, -0.0055657727643847466, 0.004766310565173626, -0.01929164119064808, -0.009136601351201534, -0.05262881889939308, 0.000646591535769403, -0.008554999716579914, -0.014200996607542038, -0.07727768272161484, 0.045645572245121, -0.03141199052333832, 0.011796383187174797, 0.0019279761472716928, 0.046785976737737656, 0.020109698176383972, -0.0675702840089798, 0.019338829442858696, -0.062777578830719, -0.011121349409222603, -0.0006953969714231789, 0.006169435102492571, 0.012507528997957706, 0.007226216606795788, -0.043668195605278015, -0.015426531434059143, 0.054506123065948486, -0.03588787466287613, -0.027598200365900993, 0.019864309579133987, 0.018157334998250008, -0.012482114136219025, 0.01342615857720375, 0.006888663396239281, -0.034690067172050476, 0.020321868360042572, 0.06584230065345764, 0.03875052183866501, 0.04432623088359833, -0.04326611012220383, 0.026916949078440666, 0.02606894262135029, 0.01691029779613018, -0.004080455284565687, -0.03457457199692726, -0.01872805319726467, 0.006664400454610586, -0.05277624726295471, 0.06479651480913162, 0.0025504566729068756, -0.09134946018457413, -0.009140623733401299, 0.03640573471784592, -0.009757831692695618, -0.00032433270826004446, 0.013039595447480679, 0.003771665971726179, 0.004506595432758331, 0.035587236285209656, -0.024365905672311783, -0.0025828643701970577, 0.015642734244465828, 0.0042917667888104916, -0.07182105630636215, -0.01635107398033142, -0.034666843712329865, -0.05625440180301666, 0.009247737936675549, 0.003515163902193308, -0.025792162865400314, -0.01008115615695715, -0.05137949436903, -0.027437148615717888, -0.06037956103682518, 0.062060125172138214, 0.005791955161839724, -0.02456873282790184, 0.0035795769654214382, 0.03806033357977867, 0.04715746268630028, 0.007147956173866987, -0.028250427916646004, 0.06850650161504745, 0.008455250412225723, 0.03288619592785835, -0.007836797274649143, 0.04930483177304268, -0.031747881323099136, -0.0941765233874321, 0.015543467365205288, 0.04958276450634003, -0.024043962359428406, -0.0027750548906624317, -0.010249659419059753, -0.03796462342143059, -0.00765763595700264, -0.012544304132461548, 0.02584811858832836, 0.028656616806983948, -0.0006270520389080048, -0.036995794624090195, 0.007243380881845951, -0.028454145416617393, 0.04164357855916023, 0.011461942456662655, -0.015583885833621025, -0.032198354601860046, -0.03325376659631729, 0.008464200422167778, 0.018394168466329575, 0.04464427009224892, 0.035020023584365845, -0.03797999396920204, 0.024068325757980347, 0.10756393522024155, 0.021576296538114548, 0.03561650589108467, 0.01129894144833088, 0.007915453054010868, 0.057153280824422836, 0.0069897230714559555, -0.0016178407240658998, 0.04377837851643562, 0.023110834881663322, -0.012778793461620808, 0.0022625254932790995, 0.018016116693615913, -0.010328834876418114, -0.0002466466976329684, -0.07069442421197891, -0.0547272227704525, 0.04025508090853691, -0.0378258191049099, -0.028284769505262375, 0.04232919588685036, 0.07235286384820938, 0.03166748583316803, 0.071378193795681, -0.02202443964779377, -0.0682499036192894, -0.003653543069958687, 0.0012131856055930257, 0.015130111947655678, 0.02732297219336033, -0.01629352755844593, 0.0717553123831749, 0.033880192786455154, -0.020489690825343132, 0.06284233182668686, -0.07935294508934021, -0.07763118296861649, -0.009321430698037148, -0.03034469671547413, 0.06928998976945877, -0.015256762504577637, 0.004904340486973524, 0.09213568270206451, 0.008590608835220337, 0.04453714191913605, 0.04703507572412491, 0.011896043084561825, 0.015883946791291237, -0.04308614879846573, -0.013021272607147694, 0.01428874023258686, 0.04046234115958214, -0.001486939494498074, -0.05515694618225098, 0.0022293596994131804, -0.006937588099390268, -0.0092603275552392, 0.031388938426971436, -0.01948317512869835, 0.014148958027362823, 0.004945053718984127, 0.062420543283224106, -0.01841406524181366, 0.05605759099125862, -0.07652609795331955, 0.030616790056228638, 0.0268307663500309, -0.03377542644739151, -0.010742592625319958, -0.012574703432619572, 0.10466406494379044, 0.05208505317568779, -0.015230146236717701, -0.023561906069517136, 0.0033703360240906477, 0.013890678994357586, -0.042461469769477844, 0.01852954365313053, -0.01813567616045475, 0.00033273862209171057, 0.01664068177342415, -0.033108919858932495, 0.00027582349139265716, 0.026859967038035393, -0.033991701900959015, 0.003333471482619643, 0.07225959002971649, -0.014419221319258213, 0.02669956348836422, -0.003110819961875677, 0.003871999680995941, 0.003426395822316408, -0.023562656715512276, -0.06395410746335983, 0.007360436953604221, 0.011325923725962639, -0.0024832661729305983, 0.03446558490395546, -0.046378254890441895, -0.022301675751805305, -0.01600271835923195, -0.02791122905910015, 0.006545319687575102, 0.0251151192933321, 0.05664268881082535, -0.014511484652757645, 0.04896152392029762, -0.019996076822280884, 0.01606559008359909, 0.0037071434780955315, -0.032960355281829834, -0.021585386246442795, -0.023082515224814415, 0.0019581164233386517, 0.01569044217467308, 0.023696010932326317, 0.01853032037615776, 0.022030498832464218, 0.01613725908100605, 0.0025531949941068888, -0.0066671790555119514, 0.034789975732564926, 0.022108078002929688, -0.004726857412606478, -0.007095306646078825, -0.03776209428906441, 0.03905373811721802, -0.05468479171395302, -0.02842230349779129, -0.007078093010932207, -0.06881503760814667, 0.041381191462278366, -0.07678242772817612, -0.09213385730981827, -0.011678868904709816, 0.05225520581007004, 0.022868556901812553, 0.0020799394696950912, 0.017199542373418808, 0.05784739553928375, 0.03513335809111595, 0.003405442461371422, -0.005466919858008623, 0.00808168575167656, 0.04061247035861015, -0.008618048392236233, 0.00982350017875433, 0.0395553782582283, -0.017012404277920723, 0.004353745840489864, -0.05222131311893463, 0.02994379773736, 0.006656166166067123, -0.2986908257007599, 0.022905372083187103, 0.012953131459653378, -0.06047613173723221, 0.024234788492321968, -0.027418049052357674, 0.004642367362976074, -0.04273292049765587, -0.025580991059541702, 0.04403198882937431, -0.04236884415149689, -0.05634693801403046, -0.013914850540459156, 0.05042586848139763, -0.012351646088063717, 0.036345407366752625, 0.03015676885843277, -0.044862356036901474, 0.017385397106409073, 0.03550920635461807, -0.01729574240744114, -0.05981145426630974, 0.0003232328162994236, 0.04134003818035126, 0.027053093537688255, 0.04313405603170395, -0.08441794663667679, 0.019030127674341202, -0.029618460685014725, -0.013373355381190777, 0.01861240714788437, -0.00764037948101759, -0.005572037305682898, 0.008612084202468395, -0.032835811376571655, 0.0006358627579174936, 0.044936299324035645, 0.0292064119130373, -0.0004041250504087657, 0.004434060305356979, -0.011549645103514194, -0.05806896463036537, -0.01853548176586628, -0.006310164928436279, 0.06430389732122421, -0.014294165186583996, -0.07360198348760605, -0.005080247297883034, -0.03164460137486458, 0.07680590450763702, -0.030508248135447502, -0.008282849565148354, 0.007857779040932655, 0.053461745381355286, 0.0019228537566959858, -0.03640400618314743, 0.0011625122278928757, -0.0227858517318964, -0.04698536545038223, -0.058401405811309814, 0.01921965554356575, -0.058881666511297226, -0.05149088054895401, -0.06007596105337143, 0.012696071527898312, -0.03577301278710365, -0.06905830651521683, -0.009325269609689713, 0.05311615765094757, 0.058196768164634705, -0.021024826914072037, 0.038392700254917145, 0.013031266629695892, -0.11745130270719528, 0.002427862025797367, -0.03321113437414169, 0.023557331413030624, -0.004358605016022921, 0.007216000929474831, 0.029993876814842224, -0.03471459448337555, -0.038376905024051666, 0.002328997477889061, 0.024985412135720253, 0.02462742105126381, -0.006143339443951845, 0.044183399528265, -0.004986444488167763, -0.03217633441090584, -0.005627751350402832, 0.0729387030005455, -0.002812751568853855, -0.007746925577521324, -0.032226141542196274, 0.016078466549515724, 0.015036982484161854, 0.02399962954223156, -0.006054346915334463, 0.000612483941949904, -0.00283678132109344, 0.028933551162481308, -0.052966173738241196, 0.025272374972701073, -0.026421310380101204, -0.012968168593943119, -0.023293878883123398, -0.041270505636930466, 0.017666593194007874, 0.030824726447463036, 0.04039454832673073, -0.025484424084424973, -0.03165709227323532, -0.016468195244669914, -0.057567838579416275, -0.05620409920811653, -0.023361951112747192, 0.006565583869814873, 0.049760330468416214, -0.010812249034643173, -0.029905153438448906, -0.04213292524218559, 0.02268371358513832, 0.03298628330230713, -0.004453020170331001, -0.048580750823020935, -0.03817891329526901, -0.010729641653597355, 0.0021270832512527704, 0.007311895489692688, 0.025082862004637718, 0.014993008226156235, 0.03217997029423714, 0.011721566319465637, -0.043768271803855896, 0.011917077004909515, 0.005045984871685505, -0.023447250947356224, -0.03126848489046097, 0.014496099203824997, -0.010284238494932652, 0.019135387614369392, 0.023463577032089233, 0.0013917323667556047, 0.01951483078300953, 0.06258229166269302, 0.025807024911046028, 0.04114112630486488, 0.0067161088809370995, 0.02738308534026146, -0.012176502496004105, 0.005138991866260767, -0.07796525210142136, 0.0008004448609426618, -0.04156118631362915, -0.03941262140870094, -0.035471558570861816, 0.013162407092750072, -0.034191541373729706, -0.02561814710497856, -0.013050864450633526, 0.012878312729299068, -0.039202652871608734, -0.013528336770832539, -0.02237621881067753, -0.002303249202668667, 0.07520868629217148, -0.030754925683140755, 0.015629449859261513, 0.0013006046647205949, -0.018991462886333466, -0.0022736024111509323, 0.01771460473537445, -0.003179308259859681, 0.022730665281414986, -0.01503109559416771, -0.0013363457983359694, -0.008167282678186893, 0.007391141727566719, 0.01878528669476509, 0.03598691523075104, 0.0067720417864620686, -0.01868308149278164, 0.024220792576670647, 0.012492477893829346, 0.05732887610793114, 0.024335447698831558, -0.0055225202813744545, 0.04015014320611954, -0.036932941526174545, -0.016613109037280083, -0.03721729293465614, 0.0038373766001313925, 0.012797565199434757, 0.007455701008439064, -0.02699202299118042, -0.08762505650520325, 0.06302127242088318, 0.00957519467920065, 0.02938789315521717, -0.0037056475412100554, 0.007558612618595362, 0.008791451342403889, -0.023258812725543976, 0.028882252052426338, 0.011007783003151417, -0.06125464662909508, -0.0156524870544672, -0.008868889883160591, 0.009540094994008541, -0.018543079495429993, 0.005619687959551811, -0.05208299309015274, -0.047957077622413635, -0.04980631172657013, 0.009853418916463852, -0.03466544672846794, -0.02405514009296894, -0.04721490293741226, 0.0279666930437088, 0.017983561381697655, -0.0023265485651791096, 0.0008287949021905661, -0.013049887493252754, -0.012423280626535416, -0.018050504848361015, -0.01621982268989086, -0.014234807342290878, -0.014261532574892044, 0.00008771370630711317, -0.01403143722563982, 0.027501849457621574, -0.012095280922949314, 0.008542824536561966, 0.00838250108063221, -0.0253671333193779, -0.009987342171370983, -0.02190963551402092, 0.04438226297497749, 0.028367480263113976, 0.04778648912906647, -0.002707857172936201, 0.014274821616709232, -0.009831865318119526, 0.002001049229875207, -0.00180788803845644, 0.021155359223484993, -0.026118600741028786, -0.044834207743406296, 0.0210287943482399, 0.07491130381822586, 0.003660244634374976, 0.04291597381234169, 0.00015695708862040192, -0.01499298494309187, 0.049692776054143906, -0.07391931861639023, 0.005987893790006638, -0.01437746174633503, -0.07018070667982101, 0.017646173015236855, 0.022573718801140785, 0.03204789012670517, -0.02838805690407753, 0.03321041911840439, 0.05783974379301071, 0.03457370772957802, 0.060543451458215714, 0.021140551194548607, 0.04329261928796768, -0.014687926508486271, -0.010120470076799393, -0.06502615660429001, 0.01663919724524021, 0.01796850562095642, -0.0009788844035938382, -0.036514632403850555, -0.014764804393053055, -0.04345818608999252, 0.08021978288888931, -0.07698600739240646, -0.05164008587598801, 0.03654308617115021, -0.004838898312300444, -0.02269407920539379, 0.007160054985433817, -0.05383342504501343, 0.011282004415988922, 0.033151786774396896, -0.02991941198706627, -0.022520774975419044, -0.014924144372344017, 0.04028649628162384, -0.007588683627545834, 0.011237001977860928, -0.0385977067053318, -0.003481782041490078, 0.04238168150186539, 0.01620805263519287, 0.004652183037251234, 0.028628196567296982, 0.008102508261799812, 0.04010244831442833, 0.005025189835578203, -0.025594180449843407, 0.00964405108243227, -0.013519869185984135, -0.017046770080924034, -0.05980370193719864, 0.015494913794100285, -0.006776054389774799, -0.008938011713325977, -0.047406379133462906, 0.052854374051094055, 0.024129057303071022, -0.020350374281406403, -0.053565073758363724, 0.026044480502605438, -0.04169175773859024, -0.024474430829286575, -0.013714016415178776, 0.011423270218074322, -0.014570157043635845, 0.06639863550662994, -0.0038094627670943737, -0.005110152531415224, 0.07429485768079758, -0.0012299700174480677, -0.026067661121487617, -0.013280085287988186, 0.0862090140581131, 0.0911468118429184, 0.01870943419635296, 0.018688298761844635, 0.052849575877189636, -0.00033826378057710826, -0.045910101383924484, 0.023541254922747612, -0.01196420006453991, -0.01703469455242157, -0.020169802010059357, -0.001395951141603291, 0.06424771994352341, -0.02979900687932968, 0.07171370089054108, -0.045371685177087784, 0.020640267059206963, 0.009312737733125687, 0.023869717493653297, 0.029704144224524498, 0.04081517085433006, 0.03137807548046112, 0.007457918021827936, -0.02494656853377819, -0.02686857059597969, 0.016929656267166138, -0.017027752473950386, -0.031040973961353302, 0.02343028411269188, -0.00780884362757206, 0.010246423073112965, -0.02150348201394081, 0.03426035866141319, 0.09431403875350952, -0.025489632040262222, -0.01207741815596819, 0.0027097519487142563, 0.0012345220893621445, 0.014115558005869389, 0.016750453040003777, -0.015513936057686806, -0.04426441341638565, -0.006819312926381826, -0.04172242060303688, -0.03868935629725456, -0.00015912520757410675, -0.044981613755226135, 0.04211075231432915, -0.01987079158425331, -0.004415545146912336, 0.0001438637264072895, 0.006731546949595213, -0.018853751942515373, -0.05594892054796219, -0.05108450725674629, -0.019930941984057426, -0.05880400165915489, -0.013334205374121666, 0.025582756847143173, 0.01024728361517191, -0.045838601887226105, -0.008208870887756348, -0.0317116416990757, -0.013758610002696514, 0.06445442885160446, -0.053657710552215576, -0.02537454664707184, 0.018894944339990616, 0.028601909056305885, 0.027737494558095932, 0.023489266633987427, 0.03231101110577583, -0.004430380649864674, 0.01640181429684162, -0.05871696397662163, -0.010964002460241318, 0.02635655365884304, 0.0032113005872815847, -0.008146153762936592, -0.07785554230213165, 0.01901436410844326, 0.038439709693193436, 0.005050773732364178, -0.07607579976320267, 0.02279280126094818, 0.030833637341856956, 0.00554932514205575, 0.0465744286775589, -0.029242925345897675, 0.006469959858804941, -0.027946846559643745, -0.039033401757478714, 0.008617844432592392, 0.025703230872750282, 0.047608211636543274, -0.01704881712794304, 0.08566311746835709, 0.06492895632982254, -0.026886209845542908, -0.036822471767663956, -0.007168777287006378, 0.00031140679493546486, 0.023857418447732925, -0.017885498702526093, -0.01997838355600834, -0.04432198032736778, -0.05893756449222565, -0.03416627645492554, 0.050449348986148834, -0.014412185177206993, -0.019504735246300697, -0.006346868816763163, 0.02887328527867794, -0.056440312415361404, 0.01896563731133938, -0.03828883171081543, 0.01425881590694189, 0.001843849546276033, -0.013988349586725235, -0.012507027015089989, 0.031308989971876144, 0.03581494465470314, 0.005825681611895561, 0.01045125350356102, -0.049339890480041504, -0.015195357613265514, 0.01168094389140606, 0.03426526114344597, 0.0006296315114013851, -0.009102711454033852, 0.022210489958524704 ]
[ -0.06754806637763977, -0.011702464893460274, -0.026670360937714577, -0.03230102360248566, 0.03881603106856346, -0.04174550622701645, -0.029243363067507744, -0.0017388961277902126, 0.014886941760778427, -0.019629938527941704, -0.0017807409167289734, -0.017152225598692894, -0.009643360041081905, 0.005123489536345005, 0.08318426460027695, 0.004549049306660891, -0.025325510650873184, -0.04781972989439964, 0.012261479161679745, 0.055704228579998016, 0.03732146695256233, -0.018935488536953926, -0.04684024304151535, -0.014204100705683231, -0.02590446174144745, 0.02088804543018341, 0.03445139154791832, -0.030479155480861664, 0.00004095737313036807, -0.2205328494310379, 0.01279117725789547, -0.0034261594992130995, 0.019198663532733917, -0.01697666384279728, 0.01113147847354412, 0.04083789139986038, 0.0066576795652508736, 0.014091831631958485, -0.011943009681999683, 0.03648240864276886, 0.003582980018109083, 0.022124001756310463, -0.03625775873661041, -0.021129118278622627, 0.026409948244690895, -0.020852355286478996, -0.01191904116421938, -0.012093490920960903, -0.038012828677892685, 0.013389571569859982, -0.03702051192522049, -0.005544645246118307, 0.00023856399639043957, -0.01884322799742222, -0.0058297887444496155, 0.03159560263156891, 0.05079331994056702, 0.06432512402534485, -0.003235969226807356, 0.028409266844391823, 0.016743281856179237, 0.0031264559365808964, -0.1290307641029358, 0.0950692817568779, 0.03370966389775276, 0.06478561460971832, -0.04346732050180435, -0.041545744985342026, 0.000944433908443898, 0.09375359117984772, -0.011062715202569962, -0.001141863875091076, -0.05429033562541008, 0.02328607812523842, 0.029778532683849335, -0.01907002367079258, 0.008649257011711597, 0.04475098103284836, 0.03807777538895607, -0.04693656414747238, -0.04597819223999977, 0.010094636119902134, -0.015535990707576275, 0.0026151302736252546, -0.05548987537622452, 0.004818596877157688, 0.006152622401714325, 0.027671538293361664, 0.032162223011255264, 0.024679796770215034, 0.012536751106381416, -0.027752146124839783, 0.007889959961175919, -0.010548661462962627, -0.08221574127674103, 0.025145241990685463, -0.012200230732560158, 0.02420143410563469, -0.017331112176179886, 0.45262160897254944, -0.0074388799257576466, -0.038607772439718246, 0.04185044765472412, 0.007323812693357468, -0.009879017248749733, 0.02172395959496498, 0.018026627600193024, -0.03877145051956177, 0.03017500415444374, -0.014281755313277245, -0.011867095716297626, 0.012701775878667831, 0.02269604802131653, -0.06621570885181427, -0.0005663002957589924, -0.015961451455950737, 0.017691107466816902, 0.004815096501260996, -0.01751534640789032, -0.021097457036376, -0.01583671383559704, 0.02012043446302414, 0.03266790509223938, 0.010855295695364475, -0.011252145282924175, -0.017622340470552444, 0.03531447798013687, 0.06292258203029633, 0.06241651996970177, 0.012447367422282696, 0.026300324127078056, -0.03643834590911865, -0.0662984549999237, -0.01204510685056448, 0.012270473875105381, 0.007672690320760012, 0.031088491901755333, -0.03060729429125786, -0.01828697882592678, 0.051449909806251526, -0.01411415170878172, 0.0015087620122358203, 0.005254952237010002, -0.0022137837950140238, -0.0424625426530838, 0.11964860558509827, 0.016047243028879166, -0.04583573341369629, -0.03514184057712555, -0.02403934858739376, 0.012972172349691391, 0.0677853375673294, -0.011103834956884384, -0.05848760902881622, 0.019283263012766838, 0.005671143066138029, 0.0652473121881485, -0.008464060723781586, -0.06052490696310997, -0.025415120646357536, -0.004972008988261223, -0.031784411519765854, -0.029146261513233185, 0.06370054185390472, 0.0313648022711277, -0.1049334853887558, -0.039971742779016495, 0.010208592750132084, 0.010316071100533009, -0.0692584291100502, -0.014346783980727196, -0.006646505557000637, -0.032892968505620956, -0.006474692840129137, 0.025275832042098045, -0.015618364326655865, -0.04766874387860298, -0.0035163159482181072, 0.033131010830402374, 0.010004185140132904, 0.0027172656264156103, 0.001424160785973072, -0.02853325940668583, 0.03372400626540184, -0.05203865095973015, -0.08662998676300049, -0.05645998939871788, -0.005418058950453997, -0.040186088532209396, -0.005695951636880636, -0.029792921617627144, -0.028361573815345764, -0.10162591189146042, 0.07914486527442932, -0.01590549573302269, -0.022460676729679108, 0.046881016343832016, 0.02398875541985035, -0.024467943236231804, -0.006074079312384129, -0.006740781012922525, 0.07134297490119934, -0.027749078348279, 0.0024702120572328568, -0.08359146118164062, 0.04863916337490082, 0.046118274331092834, -0.018925443291664124, 0.03894291818141937, 0.03202950954437256, -0.04051841050386429, -0.007015983574092388, -0.011410612612962723, 0.013619131408631802, -0.011832641437649727, -0.012614896520972252, 0.01517015416175127, 0.01782969944179058, -0.006090163253247738, 0.026059769093990326, -0.029478449374437332, -0.02719448134303093, 0.01341722160577774, -0.35271111130714417, -0.03752080723643303, -0.028329649940133095, -0.035142287611961365, 0.03394871950149536, -0.07947326451539993, 0.026247810572385788, 0.011241085827350616, -0.004146269056946039, 0.016420375555753708, 0.07097145915031433, -0.004374091979116201, -0.014506521634757519, -0.05607321858406067, -0.013579146936535835, 0.023656589910387993, -0.03550234064459801, -0.032620519399642944, -0.04043516889214516, 0.011042849160730839, -0.009367410093545914, -0.01397391315549612, 0.0042747980915009975, -0.06605708599090576, 0.019924363121390343, -0.020062994211912155, 0.08514731377363205, -0.014989398419857025, 0.09067293256521225, -0.053332291543483734, 0.05734562501311302, -0.009523175656795502, 0.02749118208885193, -0.10041550546884537, 0.009726772084832191, -0.045048993080854416, 0.011561990715563297, 0.020013827830553055, 0.06575959175825119, -0.036831215023994446, -0.045086804777383804, 0.014860608614981174, -0.029294436797499657, -0.049950312823057175, -0.03369353339076042, 0.030926287174224854, -0.017603319138288498, -0.05486685782670975, -0.013106224127113819, 0.07729369401931763, 0.016048382967710495, -0.03210710361599922, 0.029866818338632584, 0.02207477204501629, -0.019344842061400414, -0.028078187257051468, -0.062001634389162064, -0.0008837273926474154, 0.012998925521969795, 0.01515422947704792, 0.03665726259350777, 0.045900117605924606, 0.01792169362306595, -0.055135130882263184, 0.023715700954198837, -0.012394815683364868, -0.011950049549341202, -0.012526221573352814, 0.05467134341597557, -0.05375644192099571, -0.027168499305844307, 0.10367600619792938, 0.01612091436982155, -0.0011639054864645004, 0.04579148814082146, 0.030880019068717957, -0.02862432226538658, 0.02163405530154705, -0.015190355479717255, 0.007550485897809267, 0.04117696359753609, -0.024286217987537384, 0.06465642899274826, -0.05429060012102127, 0.014202677644789219, 0.0471673458814621, -0.014393375255167484, -0.03350154682993889, 0.04056134447455406, -0.00004753584289574064, -0.03991995006799698, -0.01260250061750412, -0.03593046963214874, -0.06464401632547379, 0.07611246407032013, -0.0008921063272282481, -0.2567896842956543, 0.01789269410073757, 0.07889207452535629, 0.07022532820701599, 0.013197825290262699, 0.03738759458065033, 0.034986913204193115, -0.03778402507305145, 0.008049027062952518, 0.0008595258696004748, 0.03592780977487564, 0.029890570789575577, 0.014430302195250988, 0.008316324092447758, 0.03220655396580696, 0.0031433114781975746, 0.031906064599752426, 0.003591586137190461, 0.023150773718953133, -0.030784767121076584, 0.0033955436665564775, -0.0019328799098730087, 0.1847522258758545, 0.0019819659646600485, 0.03280147537589073, 0.029926447197794914, 0.010908475145697594, -0.006641692947596312, 0.0846523642539978, 0.03202854469418526, -0.006406694650650024, 0.023148519918322563, 0.07110125571489334, -0.00879883673042059, 0.0296076200902462, -0.06598882377147675, -0.0024972890969365835, 0.004447605926543474, 0.02422790415585041, -0.004249046090990305, 0.02114102989435196, -0.001956022111698985, -0.00983705185353756, 0.042615391314029694, 0.017920784652233124, 0.027984153479337692, 0.02540590986609459, -0.008323194459080696, -0.035073574632406235, -0.0014782153302803636, -0.022144505754113197, -0.04834156855940819, -0.0035112181212753057, 0.0063256737776100636, 0.037966612726449966, 0.05967089906334877, 0.009075725451111794, -0.026420053094625473, -0.02890227735042572, 0.027242597192525864, 0.007537425961345434, -0.010500185191631317, 0.11435941606760025, 0.024176975712180138, 0.008509705774486065 ]
[ 0.002586797811090946, 0.002113202353939414, 0.002252646256238222, 0.02369205839931965, -0.01371081080287695, -0.01552768424153328, -0.010511582717299461, 0.03749445080757141, 0.010787680745124817, 0.021192258223891258, -0.00356845511123538, 0.025179073214530945, 0.01906026341021061, -0.015961674973368645, 0.03351041302084923, -0.005582487676292658, 0.02485172264277935, -0.009992836974561214, 0.02031651698052883, 0.014131828211247921, -0.01857772096991539, 0.06285570561885834, 0.000002454219611536246, -0.009296728298068047, -0.02514837495982647, -0.0028710977640002966, -0.013120215386152267, -0.00924874097108841, 0.0255434513092041, -0.1369725912809372, -0.006403191946446896, -0.033503275364637375, -0.016464900225400925, 0.011643909849226475, -0.0077630458399653435, -0.02301577292382717, 0.011797741986811161, -0.015487165190279484, 0.015517016872763634, -0.030276814475655556, 0.011180398054420948, -0.005574399139732122, 0.04947672411799431, -0.009803439490497112, -0.01735129952430725, -0.007325588259845972, -0.02618974819779396, -0.025534825399518013, 0.005541342776268721, -0.022204047068953514, -0.0012428949121385813, -0.013326656073331833, 0.02373853698372841, 0.01022859662771225, -0.020130211487412453, -0.014517620205879211, -0.014521712437272072, 0.011778188869357109, -0.0020855122711509466, 0.0027578668668866158, -0.027758343145251274, -0.006351477466523647, -0.03275774419307709, -0.018790477886795998, 0.006019129883497953, -0.01535019464790821, -0.0044134389609098434, 0.011751948855817318, -0.006958059035241604, 0.012051824480295181, -0.019084801897406578, 0.02211753837764263, -0.06615099310874939, -0.05121512711048126, 0.03274868428707123, 0.008178092539310455, 0.01924833096563816, 0.031552381813526154, -0.004479056224226952, -0.050380025058984756, -0.028357097879052162, 0.02687731757760048, 0.03475495055317879, 0.004261530935764313, -0.016116680577397346, -0.031945131719112396, -0.011742680333554745, -0.009461130946874619, 0.007698198314756155, -0.020493047311902046, -0.03142617642879486, -0.01458426658064127, -0.006458197720348835, 0.04006887227296829, -0.08743508160114288, 0.004536406137049198, 0.02645510993897915, 0.0038572843186557293, -0.03168164938688278, 0.8491823077201843, -0.007149917539209127, 0.037029169499874115, 0.02699945867061615, -0.011653067544102669, -0.0039147790521383286, -0.0030059132259339094, 0.01606551930308342, 0.044973451644182205, 0.022405920550227165, -0.05738278105854988, 0.0301979947835207, 0.0018446180038154125, 0.010067349299788475, 0.029486441984772682, 0.020398229360580444, -0.048180919140577316, -0.0036715392488986254, -0.03187215328216553, -0.02039727196097374, -0.009113432839512825, 0.008366275578737259, -0.018103664740920067, -0.0020857853814959526, -0.02565656416118145, 0.021483231335878372, -0.1953912079334259, 0.03028780408203602, -8.235741173891418e-33, 0.03581174090504646, 0.032798655331134796, 0.004795805085450411, 0.023086436092853546, 0.034090280532836914, 0.02368093840777874, -0.0019450051477178931, 0.008665171451866627, -0.009269929490983486, -0.02411644160747528, -0.0298185832798481, 0.0029923422262072563, 0.008536591194570065, -0.024516958743333817, 0.032743413001298904, -0.01754201576113701, -0.00967712327837944, 0.025778118520975113, 0.03151364251971245, 0.019189313054084778, 0.023465203121304512, 0.03566652536392212, 0.012413771823048592, 0.0013022413477301598, 0.038734983652830124, 0.02799474447965622, 0.0013457403983920813, 0.012508134357631207, -0.0028180601075291634, -0.03772291541099548, -0.01256579626351595, 0.02862885780632496, -0.018306508660316467, -0.029074303805828094, 0.030165033414959908, -0.034273646771907806, -0.014202668331563473, -0.004802863113582134, -0.03392297029495239, -0.04440871253609657, -0.024631446227431297, -0.010231797583401203, -0.06581167131662369, 0.007422193419188261, -0.05665283277630806, 0.003421652829274535, -0.004981896374374628, 0.029472867026925087, 0.028100043535232544, 0.011477417312562466, 0.00954265333712101, 0.018666880205273628, 0.0008100476115942001, 0.0188345555216074, -0.02717275358736515, 0.01417230349034071, -0.028213292360305786, -0.010186348110437393, 0.019393300637602806, 0.011804666370153427, 0.012752640061080456, -0.018373461440205574, -0.006702335085719824, 0.019877923652529716, -0.021087460219860077, -0.030701816082000732, 0.019861677661538124, -0.004367786925286055, 0.0232017133384943, -0.02188795804977417, -0.0443207211792469, 0.012277497909963131, -0.021593954414129257, 0.004219423048198223, 0.010757911950349808, -0.026862798258662224, 0.028419530019164085, 0.011360999196767807, 0.02910064533352852, 0.03634507954120636, -0.03912031650543213, -0.018867289647459984, -0.0026020302902907133, -0.018025878816843033, -0.02161049284040928, -0.01780725084245205, 0.019840430468320847, -0.005116508342325687, -0.008792642503976822, -0.014276355504989624, 0.026055315509438515, 0.022106295451521873, 0.013149667531251907, -0.014199165627360344, -0.0025373881217092276, 8.359392894022353e-33, 0.011066759005188942, -0.019839908927679062, -0.010030660778284073, -0.0032906848937273026, 0.05367541313171387, -0.0011710169492289424, 0.03443246707320213, 0.005164467263966799, -0.055304162204265594, 0.005264525301754475, -0.010510304011404514, 0.019383592531085014, 0.004512852989137173, 0.007950766943395138, 0.04354230687022209, -0.04160318151116371, 0.026745984330773354, -0.05622286722064018, 0.032212670892477036, 0.02730889804661274, 0.03652955964207649, -0.00410066545009613, -0.012623254209756851, 0.01203068532049656, 0.008411933667957783, 0.07231821119785309, -0.045728642493486404, 0.015092612244188786, -0.017070015892386436, -0.011395309120416641, 0.0011801711516454816, 0.0038683495949953794, 0.014317781664431095, -0.03343500196933746, -0.006696230731904507, 0.03306904807686806, 0.004216592758893967, 0.015428555198013783, -0.000993321998976171, -0.008419034071266651, 0.013995327986776829, 0.003947199322283268, -0.01467722188681364, 0.04932761564850807, 0.027769573032855988, 0.007038563024252653, -0.006767590995877981, -0.018810853362083435, -0.017921244725584984, 0.04127958044409752, 0.01236735563725233, -0.01392348948866129, 0.019065340980887413, 0.011445472948253155, -0.0075296699069440365, -0.014843887649476528, -0.016306230798363686, -0.0007876123418100178, -0.005017435643821955, 0.0377560630440712, -0.019025063142180443, 0.02456561289727688, -0.019008819013834, 0.033932629972696304, -0.060603007674217224, -0.009649282321333885, -0.021802540868520737, -0.020203230902552605, 0.032039839774370193, -0.027238963171839714, -0.007969650439918041, -0.018042385578155518, -0.03177938610315323, 0.02830014005303383, 0.05645478516817093, -0.025767087936401367, 0.007197283208370209, -0.0063589573837816715, -0.01318314392119646, 0.015189818106591702, 0.012506016530096531, -0.004567037336528301, 0.021185625344514847, 0.00810113362967968, -0.0088252704590559, -0.003259530756622553, -0.020551864057779312, 0.02100801095366478, -0.0062170797027647495, 0.006354101002216339, -0.018849529325962067, -0.0048451414331793785, 0.005971227306872606, 0.013926094397902489, 0.005042037460952997, -1.3624110728471805e-8, -0.05676973611116409, 0.012490039691329002, 0.005756849888712168, 0.01115950383245945, -0.0034041281323879957, 0.006495574489235878, 0.0002621021121740341, 0.004724347032606602, -0.031651947647333145, 0.0006617594626732171, 0.03059488534927368, -0.038146160542964935, -0.011837266385555267, 0.011770674958825111, 0.014801383949816227, -0.024607881903648376, -0.007387164048850536, 0.001384069910272956, 0.010877552442252636, 0.030108511447906494, 0.03015102632343769, 0.05442456156015396, 0.0006999261677265167, -0.004605005495250225, 0.03872692212462425, 0.006976731587201357, 0.019709637388586998, -0.08345019817352295, -0.04085691645741463, -0.006876164115965366, 0.00955244991928339, -0.019840801134705544, -0.04054473340511322, 0.027360837906599045, -0.02508785016834736, -0.022919176146388054, 0.02044108882546425, 0.024849923327565193, 0.005224448628723621, 0.006882542744278908, -0.007761524058878422, 0.04012034088373184, -0.0030834560748189688, -0.02440820075571537, -0.01203144621104002, 0.011700200848281384, -0.009075840935111046, 0.024530775845050812, 0.03793046623468399, -0.021888889372348785, -0.027236510068178177, 0.00003703151014633477, -0.015299920924007893, 0.03605145961046219, 0.001768401707522571, -0.01673690229654312, 0.009831812232732773, -0.008604724891483784, -0.026554077863693237, -0.017649825662374496, 0.03227017819881439, 0.010820973664522171, -0.02025744318962097, -0.0077641913667321205 ]
ddd-making-implicit-concepts-explicit
https://markhneedham.com/blog/2009/04/23/ddd-making-implicit-concepts-explicit
false
2009-04-13 00:47:00
TDD: Balancing DRYness and Readability
[ "tdd", "testing" ]
[ "Testing" ]
I wrote previously about http://www.markhneedham.com/blog/2009/01/30/tdd-test-dryness/[creating DRY tests] and after some conversations with my colleagues recently about the balance between reducing duplication but maintaining readability I think I've found the compromise between the two that works best for me. The underlying idea is that in any unit test I want to be aiming for a distinct 3 sections in the test - Given/When/Then, Arrange/Act/Assert or whatever your favourite description for those is. == Why? I find that tests written like this are the *easiest for me to understand* - there would typically be a blank line between each distinct section so that scanning through the test it is easy to understand what is going on and I can zoom in more easily on the bit which concerns me at the time. When there's expectations on mocks involved in the test then we might end up with the meat of the 'Then' step being defined before the 'When' section but for other tests it should be possible to keep to the structure. A lot of the testing I've been working on recently has been around mapping data between objects - there's not that much logic going on but it's still important to have some sort of http://www.markhneedham.com/blog/2009/04/02/tdd-testing-mapping-code/[verification that we have mapped everything that we need to]. We often end up with a couple of tests which might look something like this: [source,csharp] ---- public void ShouldEnsureThatFemaleCustomerIsMappedCorrectly() { var customer = new Customer() { Gender = Gender.Female Address = new Address(...) } var customerMessage = new CustomerMapper().MapFrom(customer) Assert.AreEqual(CustomerMessage.Gender.Female, customerMessage.Gender); Assert.AreEqual(new Address(..), customerMessage.Address); // and so on... } public void ShouldEnsureThatMaleCustomerIsMappedCorrectly() { var customer = new Customer() { Gender = Gender.Male Address = new Address(...) } var customerMessage = new CustomerMapper().MapFrom(customer) Assert.AreEqual(CustomerMessage.Gender.Male, customerMessage.Gender); Assert.AreEqual(new Address(..), customerMessage.Address); // and so on... } ---- (For the sake of this example 'CustomerMessage' is being auto generated from an xsd) We've got a bit of duplication here - it's not that bad but if there are changes to the CustomerMessage class, for example, we have more than one place to change. It is actually possible to refactor this so that we encapsulate nearly everything in the test, but I've never found a clean way to do this so that you can still understand the intent of the test. [source,csharp] ---- public void ShouldEnsureThatFemaleCustomerIsMappedCorrectly() { AssertCustomerDetailsAreMappedCorrectly(customer, Gender.Female, CustomerMessage.Gender.Female); } public void ShouldEnsureThatMaleCustomerIsMappedCorrectly() { AssertCustomerDetailsAreMappedCorrectly(customer, Gender.Male, CustomerMessage.Gender.Male); } private void AssertCustomerDetailsAreMappedCorrectly(Customer customer, Gender gender, CustomerMessage.Gender gender) { var customer = new Customer() { Gender = gender, Address = new Address(...) } var customerMessage = new CustomerMapper().MapFrom(customer) Assert.AreEqual(CustomerMessage.Gender.Male, customerMessage.Gender); // and so on... } ---- (Of course we would be mapping more than just gender normally but gender helps illustrate the pattern that I've noticed) We've achieved our goal of reducing duplication but it's not immediately obvious what we're testing because that's encapsulated too. I find with this approach that it's more difficult to http://www.markhneedham.com/blog/2009/01/28/tdd-design-tests-for-failure/[work out what went wrong when the test stops working], so I prefer to refactor to somewhere in between the two extremes. [source,csharp] ---- public void ShouldEnsureThatFemaleCustomerIsMappedCorrectly() { var customer = CreateCustomer(Gender.Female, new Address(...)); var customerMessage = MapCustomerToCustomerMessage(customer); AssertFemaleCustomerDetailsAreMappedCorrectly(customer, customerMessage); } public void ShouldEnsureThatMaleCustomerIsMappedCorrectly() { var customer = CreateCustomer(Gender.Male, new Address(...)); var customerMessage = MapCustomerToCustomerMessage(customer); AssertMaleCustomerDetailsAreMappedCorrectly(customer, customerMessage); } private CustomerMessage MapCustomerToCustomerMessage(Customer customer) { return new CustomerMapper().MapFrom(customer); } private Customer CreateCustomer(Gender gender, Address address) { return new Customer() { Gender = gender, Address = address }; } private void AssertMaleCustomerDetailsAreMappedCorrectly(Customer customer, CustomerMessage customerMessage) { Assert.AreEqual(CustomerMessage.Gender.Male, customerMessage.Gender); // and so on... } private void AssertFemaleCustomerDetailsAreMappedCorrectly(Customer customer, CustomerMessage customerMessage) { Assert.AreEqual(CustomerMessage.Gender.Female, customerMessage.Gender); // and so on... } ---- Although this results in more code than the 1st approach I like it because there's a clear three part description of what is going on which will make it easier for me to work out which bit is going wrong. I've also split the assertions for Male and Female because I think it makes the test easier to read. I'm not actually sure whether we need to put the 2nd step into its own method or not - it's an idea I've been experimenting with lately. I'm open to different ideas on this - until recently I was quite against the idea of encapsulating all the assertion statements in one method but a few conversations with http://fabiopereira.me/blog/[Fabio] have led me to trying it out and I think it does help reduce some duplication without hurting our ability to debug a test when it fails.
null
null
[ 0.002510929014533758, -0.01900400221347809, -0.03956211730837822, 0.06046229228377342, 0.07272670418024063, 0.02706761099398136, 0.052796605974435806, 0.031625062227249146, 0.01484916266053915, -0.0004377510922495276, -0.005753931123763323, 0.012640177272260189, -0.057750266045331955, 0.02115677297115326, -0.04073052480816841, 0.08074170351028442, 0.0712091401219368, -0.02428295835852623, 0.05213986709713936, 0.0002618662256281823, 0.03204173222184181, 0.050011031329631805, 0.0010558691574260592, 0.027713807299733162, 0.04343198239803314, 0.01743672601878643, 0.011471012607216835, 0.004588884301483631, -0.061589356511831284, -0.027519425377249718, 0.016822071745991707, -0.014592916704714298, 0.010271577164530754, 0.017855431884527206, 0.000780399888753891, -0.012327595613896847, -0.00256005278788507, 0.021471407264471054, 0.02013198658823967, -0.017753073945641518, -0.06474619358778, 0.005567812826484442, -0.0008095451048575342, -0.019282041117548943, -0.06645642220973969, 0.01451130211353302, -0.04379456862807274, -0.02359546162188053, -0.034818246960639954, 0.017797239124774933, -0.052843689918518066, 0.0376153327524662, -0.03844296559691429, 0.034390997141599655, -0.00542806601151824, 0.06043107062578201, 0.012605355121195316, -0.09397302567958832, 0.04411475732922554, -0.045546356588602066, 0.01759141869843006, -0.03621441870927811, -0.007279931101948023, 0.056999433785676956, 0.03008197993040085, -0.013630369678139687, -0.028537863865494728, 0.0334315225481987, -0.047720666974782944, -0.002044116612523794, -0.021107586100697517, -0.017232973128557205, 0.0222680252045393, -0.01056881807744503, -0.012635752558708191, -0.03442323952913284, -0.0148710822686553, 0.03404479846358299, -0.021048016846179962, 0.03426244854927063, -0.0312135461717844, 0.01519906148314476, 0.02388720028102398, 0.009129027836024761, -0.010200696997344494, -0.03846587613224983, 0.008494258858263493, 0.0043211583979427814, -0.028268296271562576, 0.06317759305238724, -0.005821180064231157, -0.03434496745467186, 0.010734847746789455, 0.027038346976041794, -0.0048445723950862885, -0.008586203679442406, 0.025727273896336555, -0.010854137130081654, -0.0008926758891902864, -0.02494012378156185, -0.022175351157784462, 0.01307209674268961, 0.01779051125049591, 0.01445814874023199, -0.08476123958826065, -0.0002782894589472562, -0.02372879907488823, -0.04715065658092499, 0.014391367323696613, 0.04572918266057968, -0.05303134024143219, 0.0008415953489020467, -0.0014716917648911476, 0.015811646357178688, -0.08351960778236389, 0.04688296467065811, 0.010432928800582886, -0.008238628506660461, -0.0012937989085912704, 0.02613779529929161, 0.028099628165364265, 0.020769931375980377, -0.010385673493146896, 0.061400484293699265, -0.009416788816452026, 0.058916520327329636, -0.029765743762254715, 0.07518922537565231, -0.02037632279098034, -0.06019170954823494, -0.019802169874310493, 0.02284359186887741, 0.01114337146282196, 0.01856238953769207, -0.0005671855760738254, -0.04661455750465393, -0.0026691455859690905, -0.027073467150330544, 0.07669127732515335, 0.047684650868177414, -0.022014057263731956, -0.0118190823122859, 0.019639672711491585, 0.008130636066198349, 0.0040596891194581985, 0.016345690935850143, -0.01569300889968872, -0.011660825461149216, -0.05161413550376892, 0.058094270527362823, 0.014313086867332458, 0.05938800051808357, 0.05192866548895836, -0.030030762776732445, 0.016881365329027176, 0.06380002945661545, 0.0009583000210113823, 0.010142190381884575, 0.0057371556758880615, 0.03755898401141167, 0.029164789244532585, 0.038087133318185806, 0.003307084087282419, 0.0678684264421463, -0.0034686478320509195, 0.014130624011158943, 0.01080499216914177, 0.036052558571100235, -0.010331705212593079, -0.020933568477630615, -0.05122404173016548, -0.06691749393939972, 0.054237380623817444, -0.04475755617022514, -0.009355959482491016, 0.06408222764730453, 0.06528959423303604, 0.0035344092175364494, 0.02979785017669201, 0.016882246360182762, -0.0733504593372345, 0.030731089413166046, 0.0449475459754467, 0.014177553355693817, 0.017265666276216507, -0.010140876285731792, 0.049811188131570816, 0.04565708711743355, -0.051499031484127045, 0.04905056953430176, -0.06407729536294937, -0.06237484887242317, -0.014636061154305935, 0.02021470107138157, 0.07174598425626755, -0.04044374078512192, -0.008776150643825531, 0.10959893465042114, 0.029417622834444046, 0.025421587750315666, 0.028466874733567238, -0.010359731502830982, 0.03047613799571991, -0.044444482773542404, -0.048525575548410416, 0.053960055112838745, 0.02980826608836651, -0.009666161611676216, -0.046424057334661484, 0.013117200694978237, -0.009919430129230022, 0.0037328042089939117, 0.04038025066256523, 0.002164592733606696, 0.02634267881512642, 0.02385728433728218, 0.06130567565560341, -0.025861544534564018, 0.0781266987323761, -0.05291472002863884, 0.026952994987368584, -0.014501189813017845, -0.024791186675429344, -0.005612978246062994, -0.006237908266484737, 0.11387870460748672, 0.03541009500622749, -0.03477461636066437, -0.05480455979704857, -0.010151864029467106, 0.021311813965439796, -0.006632751785218716, 0.006858658045530319, -0.011194931343197823, 0.009341925382614136, -0.0033496178220957518, -0.05106556415557861, -0.005869325250387192, 0.024527577683329582, -0.03222257271409035, 0.020984821021556854, 0.062056999653577805, -0.0208025723695755, 0.05959758535027504, -0.0074432846158742905, 0.0017127594910562038, 0.00547195365652442, -0.01893458515405655, -0.03977391496300697, 0.006950372830033302, 0.015563537366688251, -0.009830824099481106, 0.052965983748435974, -0.03209923580288887, -0.040693558752536774, -0.016191503033041954, -0.026716114953160286, 0.02438708022236824, 0.04833586513996124, 0.06172601878643036, -0.04019072279334068, 0.056473150849342346, 0.005025492049753666, 0.014728986658155918, 0.003952586557716131, -0.03724755346775055, -0.047430265694856644, 0.008475997485220432, -0.01675092801451683, 0.05336585268378258, 0.010145091451704502, -0.00040689084562473, 0.03081594780087471, 0.028375636786222458, 0.00144014204852283, -0.008441776968538761, 0.028550032526254654, 0.0017310497350990772, -0.03951319679617882, -0.013032512739300728, -0.0499751940369606, 0.01778237521648407, -0.022443028166890144, -0.04481316730380058, 0.0254804790019989, -0.09673920273780823, 0.014204133301973343, -0.09080501645803452, -0.07932235300540924, 0.023546768352389336, 0.022859793156385422, 0.03065664879977703, 0.005414415616542101, 0.012116000056266785, 0.08537932485342026, 0.031882792711257935, 0.013941507786512375, 0.018894238397479057, -0.008351998403668404, 0.038816049695014954, 0.0038530989550054073, 0.011379022151231766, 0.02070671133697033, -0.00786649715155363, 0.003571756649762392, -0.07766649127006531, 0.020710691809654236, -0.015281345695257187, -0.25826650857925415, 0.018951069563627243, -0.028487836942076683, -0.050090938806533813, 0.04800242930650711, -0.040858976542949677, 0.025839904323220253, -0.029699774459004402, -0.0338052399456501, 0.06674764305353165, -0.03263736888766289, -0.021538114175200462, -0.013172868639230728, 0.05456390604376793, 0.010397322475910187, 0.0035165585577487946, 0.009193956851959229, -0.03990009054541588, 0.038317110389471054, 0.06800316274166107, 0.0015302951214835048, -0.0703737810254097, -0.015129916369915009, 0.0679137110710144, 0.01989907957613468, 0.0597025491297245, -0.06666281074285507, 0.04365018755197525, -0.031168144196271896, -0.011414576321840286, 0.020795177668333054, -0.01005078200250864, -0.014995971694588661, -0.03167093172669411, -0.02966231107711792, -0.02039804495871067, -0.0030442671850323677, 0.009501333348453045, -0.015788549557328224, 0.013687205500900745, -0.013635622337460518, -0.048342492431402206, -0.010416251607239246, -0.008238093927502632, 0.0652097538113594, -0.0386267825961113, -0.044975943863391876, -0.01148815918713808, -0.01990659162402153, 0.07760016620159149, -0.018028682097792625, -0.016790563240647316, -0.00029629532946273685, 0.028883013874292374, -0.02666267193853855, -0.04242943227291107, 0.027659447863698006, -0.006409253925085068, -0.016318367794156075, -0.041290704160928726, -0.0395890511572361, -0.04999491944909096, -0.010917880572378635, -0.05244988948106766, -0.016328642144799232, -0.07625006139278412, -0.08562009781599045, -0.013264646753668785, 0.04795948415994644, 0.009826532565057278, -0.004401443526148796, -0.014678138308227062, 0.005726505070924759, -0.11610015481710434, -0.016781680285930634, -0.0606251023709774, -0.029703332111239433, -0.024462979286909103, -0.0012064403854310513, 0.05019652470946312, -0.031525883823633194, -0.034129731357097626, 0.03854794800281525, 0.01587063819169998, -0.003784188535064459, -0.017292870208621025, 0.031350553035736084, 0.018997812643647194, -0.04035257548093796, 0.011868737637996674, 0.07752130180597305, 0.0027495473623275757, -0.012373199686408043, -0.04248657077550888, 0.02216857112944126, 0.01798195205628872, 0.016370359808206558, -0.0017111105844378471, 0.001632867963053286, -0.002713988535106182, 0.018548132851719856, -0.060877203941345215, 0.022035028785467148, -0.019158538430929184, 0.008468499407172203, -0.017454462125897408, -0.04411543533205986, 0.04572701081633568, 0.015159988775849342, 0.01477128453552723, -0.0032746947836130857, -0.029547318816184998, -0.0371248684823513, -0.05464544892311096, -0.04832636937499046, -0.014738812111318111, 0.010077323764562607, 0.025990433990955353, -0.014979810453951359, -0.0021117653232067823, -0.029378831386566162, 0.021985286846756935, 0.02031181938946247, -0.02020956762135029, -0.05675448477268219, -0.04314957186579704, -0.011823872104287148, -0.009842307306826115, 0.021529152989387512, 0.013227712363004684, -0.012830561958253384, 0.018964676186442375, 0.017353933304548264, -0.05774602293968201, 0.01996196061372757, 0.0012432981748133898, -0.028695974498987198, 0.0016952917212620378, -0.028639351949095726, 0.017276693135499954, 0.0016478282632306218, -0.011057239025831223, 0.01932462677359581, 0.018797192722558975, 0.04353822022676468, -0.011347696185112, 0.0025792401283979416, -0.01913526840507984, -0.0026846094988286495, 0.009096344001591206, 0.01721224933862686, -0.06082364171743393, 0.02109096199274063, -0.00958721898496151, -0.027274444699287415, -0.020232386887073517, 0.036092400550842285, -0.0021707683335989714, -0.05297641083598137, -0.042820919305086136, -0.011036199517548084, -0.05317400023341179, -0.0006210380815900862, -0.04259129613637924, 0.039780471473932266, 0.057574693113565445, -0.020269889384508133, 0.03297442942857742, -0.02125183492898941, -0.002594995079562068, 0.01728678122162819, -0.020331067964434624, -0.020451465621590614, 0.02225576527416706, -0.012160271406173706, 0.0034432136453688145, 0.006951420102268457, 0.013527188450098038, 0.06437285244464874, 0.018192483112215996, 0.0014304774813354015, -0.013624330051243305, 0.006367947906255722, 0.024700863286852837, 0.056613244116306305, 0.01445179432630539, -0.0006790427141822875, -0.0019013523124158382, -0.005334450397640467, -0.02184186689555645, -0.022254016250371933, -0.013262126594781876, -0.02893119864165783, 0.053160592913627625, -0.040314994752407074, -0.07616172730922699, 0.030776308849453926, 0.015282629057765007, 0.007443444337695837, 0.015232364647090435, 0.018208159133791924, -0.02159537933766842, -0.0018827328458428383, 0.034855917096138, 0.07007771730422974, -0.04682186245918274, 0.027839699760079384, -0.0010732105001807213, -0.040220797061920166, 0.004844422917813063, 0.014960726723074913, -0.03188534080982208, -0.022816304117441177, -0.006943534594029188, -0.0009944142075255513, -0.06276106834411621, -0.03911575675010681, -0.045251451432704926, 0.02439121901988983, 0.0006594334845431149, -0.02527697943150997, -0.01971651241183281, 0.0017225596820935607, 0.011512475088238716, -0.03280799835920334, 0.019006364047527313, -0.027770990505814552, 0.008032450452446938, 0.012820462696254253, -0.05073677748441696, 0.019569067284464836, -0.014121098443865776, 0.05099497735500336, 0.042850933969020844, -0.022831158712506294, -0.0269215926527977, -0.0432254821062088, -0.0002487447636667639, -0.01705271564424038, 0.04251046106219292, 0.009918018244206905, -0.05197888985276222, -0.041318245232105255, 0.03201153501868248, -0.010844817385077477, 0.02962755411863327, 0.0014666508650407195, -0.03939521312713623, 0.02306496724486351, 0.07648908346891403, 0.010954263620078564, 0.03779080882668495, 0.006846136413514614, -0.0017994858790189028, 0.06689508259296417, -0.051914624869823456, -0.03377309441566467, -0.046958692371845245, -0.07441896200180054, -0.01026913896203041, -0.012500525452196598, 0.015226834453642368, -0.03095904365181923, 0.044797383248806, 0.007263686507940292, 0.03395840898156166, 0.028889693319797516, 0.018412036821246147, 0.03321464732289314, -0.061575859785079956, 0.02134088985621929, -0.08143346011638641, 0.023562535643577576, 0.024176163598895073, 0.012046913616359234, -0.03149712085723877, -0.005449318792670965, -0.042494356632232666, 0.04162219539284706, -0.023358091711997986, -0.017826557159423828, 0.052120622247457504, -0.0016681990819051862, -0.0034049570094794035, 0.037294600158929825, -0.02581757865846157, 0.023929331451654434, 0.033897869288921356, -0.040121082216501236, -0.05471812188625336, -0.007471243850886822, 0.04800732061266899, 0.030766410753130913, -0.011233100667595863, -0.04667280241847038, 0.022657103836536407, 0.051930829882621765, 0.017018089070916176, 0.05015014857053757, 0.027714446187019348, -0.03820302337408066, 0.03730105981230736, 0.027073737233877182, -0.021667636930942535, -0.013572660274803638, 0.01401766762137413, 0.0014881729148328304, -0.05068371072411537, 0.03681653365492821, 0.012055601924657822, -0.020055383443832397, -0.03931322321295738, 0.07234116643667221, 0.015876037999987602, -0.03281547874212265, -0.054716482758522034, -0.0018790196627378464, -0.058800507336854935, -0.02073584496974945, -0.005210607312619686, 0.012679767794907093, -0.03310524672269821, 0.0704738199710846, 0.004588643088936806, -0.007881736382842064, 0.0790812224149704, -0.014803033322095871, -0.0011702144984155893, -0.003931703045964241, 0.06924387067556381, 0.10061338543891907, 0.032606661319732666, -0.00963923055678606, 0.05685795098543167, 0.0005698261666111648, -0.028487984091043472, 0.0037488401867449284, -0.03464284539222717, 0.00677682226523757, -0.014711784198880196, -0.016176998615264893, 0.05210142582654953, -0.0029650628566741943, 0.06381002813577652, -0.041640277951955795, 0.02286899834871292, 0.009922385215759277, 0.03134266287088394, 0.02015598863363266, 0.06859492510557175, -0.02327393740415573, -0.0009962029289454222, 0.0022801090963184834, -0.028914885595440865, 0.027862772345542908, -0.021457236260175705, -0.03960816189646721, 0.023437082767486572, -0.024294381961226463, 0.02267790399491787, -0.011045497842133045, 0.0225218553096056, 0.043069176375865936, -0.02837960422039032, 0.007573271170258522, -0.01840270310640335, 0.011717477813363075, 0.0010603946866467595, -0.0052366601303219795, 0.0018307061400264502, -0.016111917793750763, -0.02505139447748661, -0.02152268961071968, -0.02939387783408165, -0.012483524158596992, -0.011022050864994526, 0.03528980910778046, -0.022117922082543373, 0.010638289153575897, 0.034022074192762375, 0.02956063486635685, -0.06252138316631317, -0.05679882690310478, -0.05974934622645378, -0.030898142606019974, -0.04257083684206009, 0.0073411487974226475, 0.03712296113371849, -0.01579965278506279, -0.04515597224235535, -0.009166913107037544, -0.0407252199947834, -0.010747922584414482, 0.019935019314289093, -0.032156527042388916, -0.026199359446763992, 0.016375716775655746, 0.011744862422347069, 0.03299913555383682, 0.015140957199037075, 0.04097576439380646, 0.008642500266432762, 0.0065337857231497765, -0.041354402899742126, -0.023877453058958054, 0.03704226016998291, 0.008200934156775475, 0.03398807719349861, -0.08002160489559174, -0.01702941581606865, 0.019207915291190147, 0.01912599243223667, -0.06371024250984192, 0.0021746084094047546, -0.006774165201932192, -0.02140667662024498, 0.029471078887581825, -0.003976202569901943, 0.004503501113504171, -0.007177951280027628, -0.01934048905968666, 0.015760663896799088, 0.024495191872119904, 0.025744207203388214, -0.029999537393450737, 0.07804746180772781, 0.003188830567523837, -0.0313541442155838, -0.006920743267983198, 0.0022338060662150383, -0.007338778115808964, 0.017538458108901978, -0.028227662667632103, -0.07238414883613586, -0.052379678934812546, -0.055640485137701035, -0.02034730091691017, -0.0015117935836315155, -0.010222101584076881, -0.017924662679433823, -0.004163684323430061, 0.0031659305095672607, -0.0722036063671112, 0.024983588606119156, -0.04400871694087982, 0.036514364182949066, -0.02754409797489643, -0.034902140498161316, 0.006837451830506325, 0.05133437737822533, -0.02519877813756466, 0.017066527158021927, 0.04769516736268997, -0.0585784949362278, 0.0004005002847407013, 0.009263450279831886, 0.015462854877114296, 0.03647523745894432, -0.022128889337182045, 0.0023673027753829956 ]
[ -0.06512781977653503, 0.012406056746840477, 0.01302377786487341, -0.00045661197509616613, 0.038641419261693954, -0.009290684014558792, 0.02693396992981434, 0.02004406228661537, 0.0024543385952711105, -0.03133682534098625, -0.02045370824635029, -0.059611279517412186, -0.011995868757367134, -0.0028738004621118307, 0.0767369344830513, -0.01104602962732315, -0.025674548000097275, -0.05491791293025017, 0.018836570903658867, 0.03943837806582451, 0.03339526802301407, 0.020799146965146065, -0.03603307157754898, 0.005028943996876478, 0.03129243478178978, 0.04239892214536667, 0.046003226190805435, -0.048143282532691956, 0.00024069762730505317, -0.24643772840499878, 0.012510317377746105, 0.004419575911015272, 0.0010796220740303397, -0.04312458634376526, -0.011389004997909069, 0.022520285099744797, 0.034003984183073044, 0.015810223296284676, 0.01106796320527792, 0.01683206297457218, -0.005953345913439989, 0.007536562625318766, -0.05857405439019203, -0.023060960695147514, 0.030810335651040077, 0.0019311936339363456, -0.03333037346601486, -0.008863027207553387, 0.01622065156698227, 0.019077183678746223, -0.027477823197841644, -0.037056814879179, -0.011168655008077621, -0.025627635419368744, -0.025595050305128098, 0.006313154939562082, 0.06317776441574097, 0.07210136204957962, 0.023006828501820564, 0.02017042227089405, 0.016660667955875397, -0.02283407561480999, -0.1342523843050003, 0.08547400683164597, 0.05275992676615715, 0.044205158948898315, -0.026480933651328087, -0.023573819547891617, -0.0198177769780159, 0.11126475781202316, 0.003756132675334811, -0.018268581479787827, -0.023990366607904434, 0.09368569403886795, 0.007570183370262384, -0.009073598310351372, -0.005100856069475412, 0.02173183299601078, 0.05741747468709946, -0.03568998724222183, -0.054420311003923416, -0.005181869491934776, 0.015713751316070557, -0.008764643222093582, -0.013416561298072338, -0.03099355287849903, -0.03998970612883568, 0.022397486492991447, 0.025374606251716614, 0.03235012665390968, 0.0695958212018013, -0.047095708549022675, -0.030122822150588036, 0.031163370236754417, -0.09180770814418793, -0.05040634796023369, -0.00828457996249199, -0.010292768478393555, 0.0019025427754968405, 0.42226555943489075, -0.026232516393065453, -0.014440699480473995, 0.0262391846626997, 0.05261866748332977, -0.03401027247309685, -0.0010238999966531992, 0.006204100791364908, -0.07113297283649445, -0.026968328282237053, -0.040110401809215546, 0.028305426239967346, -0.00170719379093498, 0.03718090057373047, -0.07014916837215424, -0.011804888024926186, 0.01666397787630558, 0.050666481256484985, 0.004161635879427195, -0.0009254392934963107, 0.0060948459431529045, -0.01606273092329502, -0.004752771463245153, -0.006842511706054211, -0.02796109765768051, 0.005280806217342615, -0.025565506890416145, 0.04229705035686493, 0.06506744027137756, 0.019206078723073006, -0.007748149801045656, 0.06122151389718056, -0.038638100028038025, -0.08750782161951065, 0.0257264431566, 0.010018088854849339, 0.0076569910161197186, 0.023791681975126266, -0.023188427090644836, -0.002524705370888114, 0.0344458669424057, 0.010118809528648853, -0.03972987085580826, 0.03623368963599205, -0.02970048598945141, -0.023618435487151146, 0.12108731269836426, -0.04524604231119156, -0.025184661149978638, -0.00885702669620514, -0.000650840112939477, 0.026070967316627502, 0.05242982879281044, 0.0015224185772240162, -0.0668221041560173, 0.0031807078048586845, 0.022882681339979172, 0.04530646279454231, -0.005852851551026106, -0.030237898230552673, -0.016609270125627518, 0.00890012551099062, -0.026327241212129593, -0.056190188974142075, 0.05565399304032326, 0.027738157659769058, -0.07625792920589447, -0.028432341292500496, 0.0168785210698843, 0.025057725608348846, -0.08980897814035416, 0.029420001432299614, 0.005990392994135618, -0.04327710345387459, -0.006153154652565718, 0.011360496282577515, -0.03146231919527054, -0.01930074580013752, 0.014961585402488708, 0.02803605981171131, 0.02242032252252102, 0.022009480744600296, 0.0020046390127390623, -0.03267183527350426, 0.01312993373721838, 0.008261995390057564, -0.03736212104558945, -0.035161420702934265, 0.014331456273794174, -0.025671496987342834, -0.006075379438698292, -0.014139187522232533, -0.028227467089891434, -0.07840915024280548, 0.08691131323575974, -0.06556165218353271, -0.04018517583608627, 0.030668606981635094, -0.0121063943952322, -0.011120439507067204, 0.004341477528214455, 0.030052945017814636, 0.040942687541246414, -0.029846448451280594, 0.04936086758971214, -0.08283474296331406, 0.08569207787513733, 0.07692243158817291, -0.07825025916099548, 0.09577187895774841, 0.040273331105709076, -0.05628426745533943, -0.014247276820242405, -0.008821110241115093, 0.008676518686115742, -0.02640537917613983, -0.02332393452525139, 0.024248359724879265, -0.008293628692626953, -0.014420973137021065, 0.07116726785898209, -0.012988793663680553, -0.0055269584991037846, 0.018039267510175705, -0.3432740271091461, -0.06568712741136551, -0.004863684996962547, 0.002806108444929123, 0.029793381690979004, -0.042926423251628876, -0.01089343149214983, 0.03761390224099159, -0.021025845780968666, -0.005015307571738958, 0.09105747193098068, 0.0007994744228199124, -0.012887870892882347, -0.09597258269786835, -0.006985293235629797, 0.009236226789653301, -0.03376738354563713, -0.03913450241088867, -0.03513357415795326, 0.03977387025952339, 0.013947675935924053, 0.004713330417871475, -0.0144238555803895, -0.052130669355392456, 0.022800711914896965, -0.03393758833408356, 0.0932331532239914, -0.026414986699819565, 0.07005170732736588, -0.029063330963253975, 0.03195696696639061, -0.0016776372212916613, 0.016925148665905, -0.066071517765522, 0.022207260131835938, -0.03689436614513397, -0.06309930235147476, 0.00963501911610365, 0.026951812207698822, -0.0546104721724987, -0.034189093858003616, 0.035641394555568695, -0.033972468227148056, -0.047137774527072906, -0.03253023698925972, -0.019570622593164444, -0.024069050326943398, 0.01530618965625763, -0.021314896643161774, 0.06621290743350983, -0.001964925555512309, -0.037581104785203934, -0.01436983048915863, 0.01771591044962406, 0.024475030601024628, -0.010225780308246613, -0.10145679861307144, -0.006146071944385767, -0.01988903619349003, -0.043387435376644135, 0.041786376386880875, 0.07774414122104645, 0.02600124664604664, -0.02500893920660019, -0.037189971655607224, -0.01194203644990921, -0.014948610216379166, -0.027177780866622925, 0.04536886513233185, -0.02774643898010254, -0.030419856309890747, 0.057443805038928986, -0.022449759766459465, -0.010479629971086979, 0.02610844559967518, 0.03454672917723656, -0.030641576275229454, 0.036173075437545776, 0.02016148902475834, -0.008221468888223171, 0.0028922485653311014, -0.021955033764243126, 0.027151089161634445, -0.011016067117452621, -0.015103908255696297, 0.028676485642790794, 0.00514428922906518, -0.005475567188113928, 0.06724114716053009, -0.014882216230034828, -0.023221032693982124, 0.011644655838608742, -0.029705317690968513, -0.03666399419307709, 0.04424827918410301, 0.006208266131579876, -0.2336566150188446, 0.002271924400702119, 0.04405617341399193, 0.05433300882577896, -0.012868235819041729, 0.0463809072971344, 0.027249088510870934, -0.07005477696657181, -0.0012415818637236953, -0.0025778396520763636, 0.020397773012518883, 0.043947476893663406, 0.01244080439209938, -0.015134057030081749, 0.008208317682147026, 0.015800556167960167, 0.08204042911529541, 0.005231761373579502, 0.013098439201712608, -0.02284293994307518, 0.024572979658842087, -0.02310825325548649, 0.18333083391189575, 0.014129997231066227, 0.009321663528680801, 0.03337589651346207, 0.04613903537392616, 0.02608947455883026, 0.08165129274129868, 0.012556519359350204, 0.0211698766797781, -0.009195441380143166, 0.053807854652404785, 0.02475574053823948, 0.006940241903066635, -0.048800669610500336, -0.021328093484044075, 0.038554999977350235, 0.03037651814520359, -0.008570685051381588, 0.0205175019800663, -0.014746472239494324, -0.05233493447303772, 0.011503920890390873, 0.08213313668966293, 0.020413868129253387, -0.007207490969449282, -0.034485410898923874, -0.05580081045627594, -0.007756086997687817, -0.012311547063291073, -0.021903330460190773, -0.007931339554488659, -0.01128779724240303, 0.026195097714662552, 0.048691488802433014, 0.04214464873075485, -0.02132994681596756, -0.008884386159479618, -0.0011539111146703362, -0.021616658195853233, 0.0006037653656676412, 0.11300726234912872, 0.06566210836172104, 0.02635609172284603 ]
[ -0.004227893892675638, -0.020812613889575005, 0.020789172500371933, 0.04318201169371605, -0.017352264374494553, -0.004963730927556753, 0.001667386619374156, -0.008874006569385529, 0.004094042349606752, 0.022565776482224464, 0.003857253585010767, 0.0060487911105155945, 0.016134867444634438, -0.003328787162899971, 0.06534162163734436, -0.01842094026505947, 0.0008706255466677248, 0.0022563310340046883, 0.03670308738946915, 0.017022252082824707, -0.010848918929696083, 0.01878332905471325, 0.015849625691771507, -0.012981596402823925, -0.01843804307281971, -0.003428091760724783, 0.021437007933855057, -0.011264191940426826, 0.00700414041057229, -0.13581109046936035, 0.0004655862576328218, -0.030682899057865143, -0.00938783586025238, 0.016605312004685402, -0.024585288017988205, -0.028898784890770912, 0.026037264615297318, 0.032306235283613205, 0.03514305129647255, 0.0031922447960823774, -0.009763198904693127, -0.03211066871881485, 0.007459696382284164, -0.00006617609324166551, 0.015549274161458015, 0.017168648540973663, -0.01342877559363842, -0.015442723408341408, -0.01423775963485241, 0.015897799283266068, -0.022313687950372696, -0.01579231396317482, -0.0005569458589889109, 0.01502242311835289, 0.02120042033493519, -0.005557675380259752, -0.028060082346200943, -0.03274717181921005, 0.006797790061682463, 0.017962470650672913, -0.007368309423327446, 0.012307357043027878, 0.0035094141494482756, -0.01991409622132778, 0.012809859588742256, -0.014321942813694477, -0.03664295747876167, 0.0020097633823752403, 0.01795016974210739, 0.014593547210097313, -0.002048984868451953, 0.036172203719615936, -0.0011636033887043595, 0.030292123556137085, -0.006507625337690115, 0.02844424359500408, 0.0064511364325881, -0.04118478298187256, 0.02629152312874794, -0.012826701626181602, -0.05183599516749382, -0.010315894149243832, 0.013456367887556553, 0.04347849637269974, -0.028757523745298386, -0.022445198148489, 0.023984817788004875, -0.024452028796076775, -0.01004946231842041, -0.011387965641915798, -0.023614559322595596, 0.013349009677767754, -0.006957929115742445, 0.04010048508644104, -0.08032861351966858, -0.017138486728072166, -0.021173719316720963, -0.025988157838582993, -0.015288211405277252, 0.8562808632850647, 0.0030559543520212173, 0.024851182475686073, 0.040468666702508926, 0.0334007553756237, -0.039284780621528625, -0.03364384174346924, 0.019274063408374786, -0.030348611995577812, -0.019966380670666695, -0.026745138689875603, 0.011453783139586449, 0.007700012531131506, 0.022700831294059753, 0.012779650278389454, -0.0007730593788437545, 0.0015231831930577755, 0.03139534592628479, 0.005147687159478664, -0.0017189832869917154, 0.03402378782629967, 0.006509257946163416, -0.00423946138471365, -0.014848065562546253, 0.002675427356734872, 0.02710770256817341, -0.16664732992649078, 0.035369548946619034, -8.817764426498027e-33, 0.03702724352478981, 0.021709468215703964, 0.0071305218152701855, 0.0405193492770195, 0.04575270041823387, 0.009101655334234238, 0.0210716649889946, 0.02120964415371418, -0.004136581439524889, -0.03184523060917854, 0.003816609038040042, -0.002750413492321968, 0.007089658174663782, -0.0145623330026865, -0.007570252753794193, 0.018746593967080116, -0.01704435423016548, 0.027251843363046646, -0.018021954223513603, 0.02188294008374214, 0.006511472165584564, 0.04973985254764557, 0.014942769892513752, -0.0033887200988829136, 0.017130078747868538, 0.004956997465342283, 0.013564693741500378, 0.04642348363995552, -0.005833535920828581, -0.04144428297877312, 0.0378248505294323, 0.00790458358824253, -0.027096301317214966, 0.01304523553699255, 0.027966637164354324, -0.02370414137840271, -0.012310297228395939, 0.005837907083332539, -0.02773400768637657, 0.0053609819151461124, -0.02958470582962036, -0.025925783440470695, -0.016155071556568146, -0.005056194495409727, -0.02724625915288925, -0.02214849926531315, -0.013870077207684517, 0.006933176890015602, 0.028006887063384056, 0.0026780739426612854, 0.012729114852845669, 0.024297576397657394, -0.01392744667828083, -0.004369268659502268, -0.023534292355179787, 0.012555866502225399, -0.00924108549952507, -0.009128070436418056, 0.02098398469388485, 0.03271005302667618, 0.006876462604850531, -0.037572380155324936, -0.029217055067420006, -0.0038826498202979565, -0.029561135917901993, -0.015444363467395306, 0.02219085395336151, -0.027557948604226112, 0.015448087826371193, -0.040144097059965134, -0.021038483828306198, 0.007537602912634611, -0.008120677433907986, 0.021256307139992714, 0.0030857324600219727, -0.027002133429050446, -0.012398786842823029, 0.05112181603908539, -0.008152575232088566, -0.0075603448785841465, -0.007332758046686649, -0.02957523614168167, 0.007657592184841633, -0.0016641122056171298, 0.012676202692091465, -0.015646500512957573, 0.01462401170283556, -0.026153801009058952, -0.0006040891166776419, -0.002490665763616562, 0.01546056754887104, 0.05118531733751297, -0.005296783521771431, -0.015182883478701115, 0.02278381958603859, 8.844938182469192e-33, -0.013090480118989944, -0.013196521438658237, -0.0354335717856884, 0.015248868614435196, -0.00803333893418312, -0.028557365760207176, 0.037686239928007126, 0.015099477022886276, -0.053639985620975494, 0.0296284519135952, -0.018379518762230873, -0.014861593022942543, 0.004158608615398407, 0.023026205599308014, 0.04326556995511055, 0.006951563060283661, 0.012167304754257202, -0.06603042781352997, 0.012352614663541317, -0.005393632221966982, 0.03022029995918274, 0.02952434867620468, 0.02907838113605976, 0.016898104920983315, -0.0075555890798568726, 0.04545284062623978, -0.0374746210873127, 0.003272070549428463, -0.0037226355634629726, 0.0037444946356117725, -0.03335338085889816, 0.007778927683830261, 0.015191435813903809, -0.023835819214582443, 0.02032993920147419, -0.008997741155326366, -0.011098113842308521, 0.006812452804297209, 0.029758617281913757, 0.021952426061034203, -0.006164676509797573, -0.012141906656324863, 0.0040725539438426495, -0.00863389577716589, 0.020297328010201454, 0.032167598605155945, 0.041863493621349335, 0.005174323450773954, 0.02286667935550213, 0.03212696686387062, -0.001461691688746214, -0.02123253047466278, -0.016659090295433998, 0.014404511079192162, 0.009964522905647755, -0.027185186743736267, -0.01815568283200264, -0.008562355302274227, 0.0087685352191329, 0.021386563777923584, 0.0021344339475035667, 0.02843029983341694, -0.0159449502825737, 0.027403799816966057, -0.032506976276636124, -0.004155201371759176, -0.03222519904375076, -0.030807148665189743, 0.015044484287500381, -0.012408878654241562, -0.03426467627286911, -0.056911807507276535, 0.015458926558494568, 0.01610284298658371, 0.03798436000943184, -0.03359352424740791, -0.032787855714559555, -0.00566284591332078, -0.02066854201257229, -0.002490187529474497, 0.011666318401694298, -0.04006756469607353, 0.01569848135113716, -0.0022512050345540047, -0.01389129925519228, 0.040197744965553284, 0.0029315403662621975, 0.006947397720068693, -0.022466612979769707, 0.010667191818356514, -0.03728589415550232, 0.00991146732121706, -0.02294730767607689, -0.014811394736170769, -0.019608555361628532, -1.3953743049910372e-8, -0.03122655116021633, 0.023679157719016075, -0.026235071942210197, 0.006339814979583025, -0.009222124703228474, -0.03245421499013901, -0.01901039481163025, -0.0038911981973797083, 0.00760958157479763, 0.011003939434885979, 0.0008119606645777822, 0.009994948282837868, -0.0067284065298736095, 0.004868994001299143, 0.03128539025783539, -0.07162858545780182, -0.03424456715583801, -0.026874544098973274, 0.005354825407266617, 0.006481707561761141, 0.01935775950551033, 0.05581531301140785, -0.0012588079553097486, 0.03036140650510788, 0.05978802591562271, 0.07426105439662933, 0.013134658336639404, -0.08251053839921951, -0.015545825473964214, 0.008125882595777512, 0.02242610789835453, -0.03346630185842514, -0.018466416746377945, -0.012749356217682362, -0.028940968215465546, -0.0008994684321805835, 0.011474065482616425, 0.03340459242463112, 0.03315792605280876, -0.011058982461690903, 0.009655348025262356, -0.002289320109412074, 0.030401265248656273, -0.010423359461128712, 0.001517455792054534, 0.0021593249402940273, -0.04956313222646713, 0.0027858202811330557, 0.01378639042377472, -0.03579007461667061, -0.05323522165417671, 0.012346677482128143, 0.017060115933418274, 0.015908503904938698, -0.015766173601150513, -0.009189163334667683, 0.003025425598025322, -0.0189638864248991, -0.03691651299595833, -0.007506573107093573, 0.04048822820186615, 0.00850246474146843, -0.025724653154611588, -0.049008551985025406 ]
tdd-balancing-dryness-and-readability
https://markhneedham.com/blog/2009/04/13/tdd-balancing-dryness-and-readability
false
2009-04-13 22:09:37
F#: A day of writing a little twitter application
[ "net", "f" ]
[ ".NET", "fsharp" ]
I spent most of the bank holiday Monday here in Sydney writing a little application to scan through http://twitter.com[my twitter feed] and find me just the tweets which have links in them since for me that's where http://www.markhneedham.com/blog/2008/12/07/twitter-as-a-learning-tool/[a lot of the value of twitter lies]. I'm sure someone has done this already but it seemed like a good opportunity to try and put a little of the F# that I've learned from reading http://manning.com/petricek/[Real World Functional Programming] to use. The code I've written so far is at the end of this post. == What did I learn? * I didn't really want to write a wrapper on top of the twitter API so I http://twitter.com/markhneedham/status/1505689603[put out a request for suggestions for a .NET twitter API]. It pretty much seemed to be a choice of either http://devblog.yedda.com/index.php/2007/05/16/twitter-c-library/[Yedda] or http://code.google.com/p/tweetsharp/[tweetsharp] and since the latter seemed easier to use I went with that. In the code you see at the end I have added the 'Before' method to the API because I needed it for what I wanted to do. * I found it really difficult writing the 'findLinks' method - the way I've written it at the moment uses pattern matching and recursion which isn't something I've spent a lot of time doing. Whenever I tried to think how to solve the problem *my mind just wouldn't move away from the procedural approach* of going down the collection, setting a flag depending on whether we had a 'lastId' or not and so on. Eventually I explained the problem to http://blog.m.artins.net/[Alex] and working together through it we realised that there are three paths that the code can take: .. When we have processed all the tweets and want to exit .. The first call to get tweets when we don't have a 'lastId' starting point - I was able to get 20 tweets at a time through the API .. Subsequent calls to get tweets when we have a 'lastId' from which we want to work backwards from + I think it is probably possible to reduce the code in this function to follow just one path by passing in the function to find the tweets but I haven't been able to get this working yet. * I recently watched a http://vimeo.com/3555080[F# video from Alt.NET Seattle] featuring http://www.pandamonial.com/[Amanda Laucher] where she spoke of the need to explicitly state types that we import from C# into our F# code. You can see that I needed to do that in my code when referencing the TwitterStatus class - I guess it would be pretty difficult for the use of that class to be inferred but it still made the code a bit more clunky than any of the other simple problems I've played with before. * I've not used any of the functions on 'Seq' until today - from what I understand these are available for applying operations to any collections which implement IEnumerable - which is exactly what I had! * I had to use the following code to allow F# interactive to recognise the Dimebrain namespace: ~~~text #r "\path\to\Dimebrain.Tweetsharp.dll" ~~~ I thought it would be enough to reference it in my Visual Studio project and reference the namespace but apparently not. </ul> + == The code + This is the code I have at the moment - there are certainly some areas that it can be improved but I'm not exactly sure how to do it. In particular: ** *What's the best way to structure F# code?* I haven't seen any resources on how to do this so it'd be cool if someone could point me in the right direction. The code I've written is just a collection of functions which doesn't really have any structure at all. ** *Reducing duplication* - I hate the fact I've basically got the same code twice in the 'getStatusesBefore' and 'getLatestStatuses' functions - I wasn't sure of the best way to refactor that. Maybe putting the common code up to the 'OnFriendsTimeline' call into a common function and then call that from the other two functions? I think a similar approach can be applied to findLinks as well. ** The *code doesn't feel that expressive to me* - I was debating whether or not I should have passed a type into the 'findLinks' function - right now it's only possible to tell what each part of the tuple means by reading the pattern matching code which feels wrong. I think there may also be some opportunities to use the http://www.markhneedham.com/blog/2009/01/12/f-partial-function-application-with-the-function-composition-operator/[function composition operator] but I couldn't quite see where. ** *How much context should we put in the names of functions?* Most of my programming has been in OO languages where whenever we have a method its context is defined by the object on which it resides. When naming functions such as 'findOldestStatus' and 'oldestStatusId' I wasn't sure whether or not I was putting too much context into the function name. I took the alternative approach with the 'withLinks' function since I think it reads more clearly like that when it's actually used. + ~~~ocaml #light open Dimebrain.TweetSharp.Fluent open Dimebrain.TweetSharp.Extensions open Dimebrain.TweetSharp.Model open Microsoft.FSharp.Core.Operators let getStatusesBefore (statusId:int64) = FluentTwitter .CreateRequest() .AuthenticateAs("userName", "password") .Statuses() .OnFriendsTimeline() .Before(statusId) .AsJson() .Request() .AsStatuses() let withLinks (statuses:seq+++<Dimebrain.TweetSharp.Model.TwitterStatus>+++) = statuses |> Seq.filter (fun eachStatus \-> eachStatus.Text.Contains("http")) let print (statuses:seq+++<Dimebrain.TweetSharp.Model.TwitterStatus>+++) = for status in statuses do printfn "[%s] %s" status.User.ScreenName status.Text let getLatestStatuses = FluentTwitter .CreateRequest() .AuthenticateAs("userName", "password") .Statuses() .OnFriendsTimeline() .AsJson() .Request() .AsStatuses() let findOldestStatus (statuses:seq+++<Dimebrain.TweetSharp.Model.TwitterStatus>+++) = statuses |> Seq.sort_by (fun eachStatus \-> eachStatus.Id) |> Seq.hd let oldestStatusId = (getLatestStatuses |> findOldestStatus).Id let rec findLinks (args:int64 * int * int) = match args with | (_, numberProcessed, recordsToSearch) when numberProcessed >= recordsToSearch \-> ignore | (0L, numberProcessed, recordsToSearch) \-> let latestStatuses = getLatestStatuses (latestStatuses |> withLinks) |> print findLinks(findOldestStatus(latestStatuses).Id, numberProcessed + 20, recordsToSearch) | (lastId, numberProcessed, recordsToSearch) \-> let latestStatuses = getStatusesBefore lastId (latestStatuses |> withLinks) |> print findLinks(findOldestStatus(latestStatuses).Id, numberProcessed + 20, recordsToSearch) let findStatusesWithLinks recordsToSearch = findLinks(0L, 0, recordsToSearch) |> ignore ~~~ And to use it to find the links contained in the most recent 100 statuses of the people I follow: ~~~text findStatusesWithLinks 100;; ~~~ Any advice on how to improve this will be gratefully received. I'm going to continue working this into a little DSL which can print me up a nice summary of the links that have been posted during the times that I'm not on twitter watching what's going on.+++</Dimebrain.TweetSharp.Model.TwitterStatus>++++++</Dimebrain.TweetSharp.Model.TwitterStatus>++++++</Dimebrain.TweetSharp.Model.TwitterStatus>+++
null
null
[ 0.04510749131441116, -0.02401038631796837, 0.0010008736280724406, 0.024131037294864655, 0.06862415373325348, 0.03316032141447067, 0.03563041612505913, 0.05760372057557106, 0.013659791089594364, 0.00721901748329401, -0.0016511562280356884, -0.01684623584151268, -0.08098791539669037, 0.0016544886166229844, -0.02759740501642227, 0.062097083777189255, 0.062427014112472534, -0.029041001573204994, 0.04967089369893074, -0.0025591617450118065, 0.0054533216170966625, 0.0674099400639534, 0.0016246214509010315, 0.009296154603362083, 0.02653999999165535, 0.009985392913222313, 0.008881164714694023, -0.003550330176949501, -0.04719362035393715, 0.008715500123798847, 0.029096825048327446, 0.018391143530607224, 0.022294843569397926, 0.006597045809030533, -0.0005172563251107931, -0.017771024256944656, -0.0027301935479044914, 0.007690007798373699, 0.0021770319435745478, 0.02361896075308323, -0.07844651490449905, 0.03415363281965256, -0.009428784251213074, 0.010166523978114128, -0.032101668417453766, 0.01197733823210001, -0.01888986863195896, 0.012103413231670856, -0.0039762090891599655, -0.011844417080283165, -0.06852973252534866, 0.033131200820207596, -0.0008452715701423585, -0.015926390886306763, -0.0034759975969791412, 0.05991590768098831, 0.01544699352234602, -0.08176131546497345, 0.012223029509186745, -0.025945426896214485, 0.0053195408545434475, -0.01610039360821247, 0.022662440314888954, 0.038357026875019073, 0.024726739153265953, -0.03101774863898754, -0.0290369875729084, 0.06477250158786774, -0.03321289271116257, -0.007326498162001371, -0.010846557095646858, 0.0400434210896492, -0.023855380713939667, -0.015029733069241047, -0.00015762199473101646, -0.02117689698934555, 0.005132234655320644, 0.08155929297208786, 0.01977667026221752, 0.04347256198525429, -0.04680884629487991, 0.020022014155983925, 0.037824202328920364, 0.03423722833395004, 0.016070900484919548, -0.013924440369009972, -0.03547854721546173, -0.0011014069896191359, -0.02872593142092228, 0.047536879777908325, 0.011018206365406513, -0.04860125854611397, 0.0006565843359567225, 0.03219643980264664, -0.011249528266489506, 0.0126089071854949, -0.0018825767328962684, 0.007827152498066425, -0.012887954711914062, -0.032014187425374985, -0.03097439929842949, -0.03698217123746872, 0.024994827806949615, 0.01437504030764103, -0.054903168231248856, -0.021320093423128128, -0.023312289267778397, 0.0021005594171583652, 0.047404203563928604, 0.005147628020495176, -0.03471814841032028, 0.027119731530547142, -0.020252777263522148, -0.0016627829754725099, -0.05494115501642227, 0.054214853793382645, 0.005987280048429966, -0.024402040988206863, -0.0432966910302639, 0.014667676761746407, 0.042031388729810715, 0.03163204342126846, -0.0021538157016038895, 0.062317900359630585, 0.008396961726248264, 0.031391602009534836, -0.027653593569993973, 0.04648085683584213, -0.023352211341261864, -0.042292311787605286, -0.022997625172138214, 0.04896078258752823, -0.02505018375813961, -0.008176504634320736, -0.03898892179131508, -0.04638758301734924, -0.028775064274668694, -0.002677159383893013, 0.04178903251886368, 0.037749163806438446, -0.010096407495439053, -0.04327059164643288, -0.012736181728541851, -0.029857980087399483, 0.02097555808722973, 0.016000820323824883, -0.015291945077478886, -0.013582278974354267, -0.01489964034408331, 0.01955961063504219, 0.008280545473098755, -0.02000209502875805, 0.030604878440499306, -0.046733129769563675, 0.007564644329249859, 0.06122010573744774, 0.02788856066763401, 0.0025046877562999725, -0.019762273877859116, 0.025023510679602623, 0.05142361670732498, 0.06269898265600204, 0.015577170066535473, 0.03900383785367012, -0.002506969030946493, -0.025817902758717537, 0.01146659441292286, 0.0647626668214798, -0.0008669583476148546, -0.002816187683492899, -0.04247443377971649, -0.04973004385828972, 0.07338640838861465, -0.03359929844737053, -0.01732635870575905, 0.01346510462462902, 0.06137358024716377, 0.009921053424477577, 0.028568491339683533, 0.014381947927176952, -0.0549854040145874, 0.03398256376385689, 0.05027174949645996, 0.02603491209447384, 0.013376806862652302, -0.004089567810297012, 0.07422912865877151, 0.029818831011652946, 0.020105119794607162, 0.022761201485991478, -0.05637620761990547, -0.07585529237985611, -0.03375480696558952, -0.02192756161093712, 0.07377053052186966, -0.0261391568928957, 0.02279362641274929, 0.0611661858856678, 0.022364849224686623, 0.06307797133922577, 0.036445677280426025, -0.026808427646756172, 0.013837623409926891, -0.039890799671411514, -0.06197312846779823, 0.046191081404685974, 0.0396416001021862, -0.022241896018385887, -0.059846680611371994, 0.03336762264370918, -0.02385694347321987, -0.0052543459460139275, 0.023160794749855995, -0.011863524094223976, 0.020065786316990852, 0.028701838105916977, 0.06579554826021194, -0.02174227125942707, 0.06383999437093735, -0.0707491859793663, 0.022467568516731262, -0.009486201219260693, -0.0019159222720190883, -0.03263551741838455, 0.010556360706686974, 0.12470448762178421, 0.04184620454907417, -0.06202048808336258, -0.04228150472044945, -0.011703803203999996, 0.00964594166725874, -0.02705739438533783, 0.009026642888784409, -0.02365320362150669, -0.02485504187643528, 0.008185645565390587, -0.06577915698289871, -0.044398583471775055, 0.0018493804382160306, -0.03706613555550575, 0.02593366988003254, 0.07364631444215775, -0.02072426863014698, 0.04714124649763107, -0.015049166046082973, -0.023258501663804054, 0.0006575451698154211, -0.034090179949998856, -0.043796803802251816, 0.029552549123764038, 0.03460170701146126, -0.012587117962539196, 0.05069596692919731, -0.02234688587486744, -0.03569365292787552, -0.008042803034186363, -0.03168252855539322, 0.028504597023129463, 0.0219511017203331, 0.08139771968126297, -0.003112784354016185, 0.057099826633930206, -0.01782657951116562, 0.025832854211330414, -0.010582489892840385, -0.02467140555381775, -0.02508615143597126, -0.004235710017383099, 0.016632910817861557, 0.04951368272304535, 0.024617981165647507, 0.003092139959335327, 0.024780621752142906, 0.021416937932372093, -0.014559116214513779, -0.023911207914352417, 0.0342060923576355, -0.01591992750763893, -0.03336057811975479, -0.04779111221432686, -0.04642220586538315, 0.0629582554101944, -0.04556266963481903, -0.03510461375117302, -0.02105908840894699, -0.09774097055196762, 0.062080878764390945, -0.04406675323843956, -0.036230213940143585, 0.006961851846426725, 0.02778877504169941, 0.029361773282289505, 0.018877482041716576, 0.0022912498097866774, 0.06509920209646225, -0.009727422147989273, 0.005167389754205942, 0.0038873679004609585, -0.027998240664601326, 0.027292950078845024, -0.005399883724749088, 0.02113354206085205, 0.055069707334041595, -0.0012486963532865047, 0.020229322835803032, -0.07271574437618256, 0.01071490440517664, -0.004639922641217709, -0.28108009696006775, 0.06076064333319664, 0.005625783000141382, -0.04198786988854408, 0.024319440126419067, 0.006289690732955933, 0.012183703482151031, -0.02572731301188469, 0.01872922293841839, 0.007655182853341103, -0.004113413859158754, -0.035098738968372345, -0.06116706132888794, 0.01448496151715517, -0.005210756324231625, -0.03110523335635662, -0.01880577951669693, -0.029211923480033875, 0.03255169093608856, 0.043881382793188095, 0.0010779466247186065, -0.04152001813054085, 0.01578386314213276, 0.04437750577926636, 0.037842243909835815, 0.05893591418862343, -0.09768760949373245, 0.03656451776623726, -0.028441939502954483, -0.005532622803002596, 0.012738222256302834, -0.014589247293770313, 0.009473232552409172, -0.012463755905628204, -0.02430643141269684, -0.011045245453715324, 0.037046004086732864, -0.000286566762952134, 0.0064042662270367146, 0.016237175092101097, -0.029945606365799904, -0.02497296780347824, -0.046534303575754166, 0.004473468288779259, 0.09283467382192612, 0.014611750841140747, -0.06843284517526627, 0.0019550968427211046, -0.03589286655187607, 0.06259619444608688, -0.047204867005348206, -0.06297525763511658, -0.028880583122372627, 0.023134242743253708, -0.0009658720809966326, -0.0494229830801487, -0.020864073187112808, -0.016093874350190163, -0.05277121067047119, -0.051710937172174454, 0.010903550311923027, -0.04605206102132797, 0.00534454733133316, -0.052803073078393936, -0.029903709888458252, -0.06891675293445587, -0.042514145374298096, 0.007283720187842846, 0.08187718689441681, 0.02649957686662674, -0.026307014748454094, 0.019596058875322342, -0.013238111510872841, -0.11313080042600632, -0.0012161637423560023, 0.0005336470203474164, -0.04878674075007439, 0.013475249521434307, 0.030680259689688683, 0.015161399729549885, -0.038107436150312424, -0.046878375113010406, 0.028490640223026276, 0.02342960052192211, 0.03478630259633064, -0.01095935795456171, 0.0038062294479459524, -0.022262291982769966, -0.02111540175974369, 0.009714039042592049, 0.07559611648321152, -0.006479836534708738, -0.03651934862136841, -0.013841087929904461, 0.01263326033949852, 0.034632373601198196, 0.032704636454582214, -0.005795491859316826, -0.007115335203707218, 0.04842124134302139, 0.05257682502269745, -0.037897732108831406, 0.01394440047442913, -0.0195179283618927, 0.000489107973407954, 0.008219270035624504, -0.035724472254514694, 0.022077936679124832, -0.0028660218231379986, 0.025263329967856407, -0.008822360076010227, -0.03792282193899155, -0.021600769832730293, -0.04104478284716606, -0.044075243175029755, -0.013879246078431606, 0.01087373960763216, 0.030881093814969063, 0.016961803659796715, -0.037358254194259644, -0.04566952586174011, -0.0018455196404829621, 0.019268875941634178, 0.022040782496333122, -0.06216713413596153, -0.055266980081796646, -0.02304624766111374, -0.025430725887417793, 0.02055943012237549, 0.043339066207408905, 0.009682217612862587, 0.016365405172109604, -0.005616556387394667, -0.05981597304344177, 0.02680170349776745, -0.0117771802470088, -0.0030266486573964357, -0.06512868404388428, 0.02939831092953682, -0.013533935882151127, 0.009965960867702961, -0.0009716355125419796, -0.00464646378532052, 0.033404573798179626, 0.035569753497838974, 0.010863243602216244, 0.010807269252836704, -0.004973619244992733, 0.008174402639269829, 0.02165297418832779, -0.017834443598985672, -0.04635261744260788, 0.01659080944955349, -0.031071772798895836, -0.011838598176836967, -0.010379801504313946, 0.0579075813293457, -0.013141562230885029, -0.05043954774737358, -0.026853105053305626, 0.03358527272939682, -0.05146707594394684, -0.022287879139184952, 0.004667299333959818, -0.02017621509730816, 0.030975766479969025, -0.03522152081131935, 0.0609448179602623, -0.009408893063664436, -0.038884371519088745, -0.010736554861068726, 0.02038024365901947, -0.0072313635610044, 0.03396623581647873, -0.0024270599242299795, -0.02094527706503868, -0.011384928598999977, 0.011607221327722073, 0.027353378012776375, 0.025895055383443832, -0.00478932773694396, -0.029265951365232468, 0.004537129309028387, 0.03613235428929329, 0.0628531277179718, 0.047589369118213654, 4.765738026435429e-7, 0.010829965583980083, -0.044008638709783554, -0.00010266494064126164, -0.04940129071474075, -0.007161193527281284, -0.005877269897609949, 0.02724781073629856, -0.026466816663742065, -0.08204563707113266, 0.04436817765235901, 0.021739674732089043, 0.022565865889191628, 0.02099868468940258, -0.003686310490593314, 0.009031030349433422, -0.03325730189681053, 0.043442029505968094, 0.04485486447811127, -0.03255743533372879, 0.0003275813942309469, -0.013611668720841408, 0.022241538390517235, 0.008746318519115448, 0.04268593341112137, -0.0667400062084198, -0.02211419865489006, -0.017276862636208534, 0.029347868636250496, -0.044530052691698074, -0.02659638598561287, -0.01751224882900715, 0.030050650238990784, -0.009921152144670486, -0.02077207714319229, -0.028711771592497826, -0.007300013210624456, -0.014198384247720242, -0.02179878205060959, 0.03620380535721779, -0.028355853632092476, -0.02464178204536438, 0.02266981638967991, -0.031629353761672974, -0.007310043554753065, -0.03457607328891754, 0.03109491989016533, 0.05161682888865471, -0.04147248715162277, -0.009752346202731133, -0.05092392861843109, -0.02770126983523369, -0.02160048671066761, 0.06321817636489868, -0.0316149964928627, -0.03495406359434128, -0.04195123538374901, -0.028350267559289932, -0.03725069388747215, 0.006092576775699854, -0.014249000698328018, -0.0009473080281168222, 0.025430653244256973, 0.04658230021595955, 0.012784567661583424, 0.039523594081401825, -0.0036687194369733334, -0.003543501254171133, 0.04477236047387123, -0.049398962408304214, -0.014990551397204399, -0.03852631151676178, -0.04609675705432892, 0.0014667937066406012, 0.008095311000943184, 0.006392755080014467, -0.06415094435214996, 0.04306674376130104, 0.014588691294193268, 0.0384114570915699, 0.059613391757011414, 0.0030029842164367437, 0.04202796146273613, -0.02074841782450676, -0.007015581708401442, -0.08455666899681091, -0.01261210534721613, 0.028816694393754005, -0.01724858209490776, -0.01457961741834879, 0.005131373647600412, -0.003542108228430152, 0.03128553926944733, -0.05379997193813324, -0.023060698062181473, 0.03721925988793373, -0.002516720676794648, -0.020505309104919434, 0.030686097219586372, -0.040533944964408875, 0.04323946684598923, 0.044369496405124664, -0.03509097918868065, -0.02745695970952511, -0.011190305463969707, 0.06286892294883728, 0.0018460458377376199, 0.022531963884830475, -0.024708988144993782, -0.03683759644627571, 0.05571701377630234, 0.030726658180356026, 0.004607852548360825, 0.06859364360570908, -0.024467434734106064, 0.01922878436744213, 0.03362027928233147, -0.00561627047136426, 0.01592402346432209, 0.01010188926011324, -0.025398559868335724, -0.06707751750946045, 0.020886685699224472, 0.005688787437975407, -0.04182715713977814, -0.037076544016599655, 0.08911379426717758, 0.020571868866682053, -0.04762260615825653, -0.037043776363134384, 0.015135770663619041, -0.04473253712058067, -0.027871178463101387, -0.05230531468987465, 0.0022495503071695566, -0.02977590076625347, 0.0626724511384964, 0.018801622092723846, 0.00023836705076973885, 0.07345149666070938, -0.017317021265625954, 0.0165761299431324, -0.011375841684639454, 0.07355192303657532, 0.06705213338136673, 0.05646200850605965, -0.016870375722646713, 0.06289603561162949, -0.005968641489744186, -0.03836529329419136, -0.0004453632573131472, -0.022480357438325882, -0.01251763291656971, -0.006836360786110163, 0.03125816956162453, 0.06535904109477997, -0.02288130857050419, 0.07074099034070969, -0.03405344858765602, -0.006019135937094688, -0.007207656279206276, 0.02656339295208454, 0.019232597202062607, 0.04699663072824478, 0.006775496527552605, 0.05136093869805336, -0.006412729155272245, -0.02250894345343113, 0.06545720994472504, -0.03539525717496872, -0.007374980952590704, 0.03227562829852104, -0.00842216145247221, 0.023081859573721886, 0.013737661764025688, 0.05299043655395508, 0.05785060673952103, -0.03570854291319847, 0.001739885308779776, -0.013045409694314003, 0.029512710869312286, -0.012727713212370872, 0.013195570558309555, -0.01667320542037487, 0.0021122610196471214, -0.01820283941924572, -0.0308940801769495, -0.0009203525842167437, -0.026650622487068176, -0.022524168714880943, 0.033881574869155884, -0.02240617945790291, -0.006907398346811533, -0.007827810943126678, -0.007978856563568115, -0.03852679580450058, -0.04727120324969292, -0.05053459107875824, -0.051670052111148834, -0.0698552057147026, -0.03451313450932503, 0.011252702213823795, 0.0031229935120791197, -0.025699719786643982, -0.015278376638889313, -0.03022916615009308, -0.02380377985537052, 0.025048380717635155, -0.03322599083185196, -0.01623164862394333, 0.01388468500226736, 0.03991040587425232, 0.03817100450396538, 0.03229427710175514, 0.031370729207992554, -0.019470611587166786, -0.020828189328312874, -0.04844160005450249, 0.006205041892826557, 0.03836265206336975, 0.04511798173189163, -0.010869266465306282, -0.08327656984329224, 0.014141824096441269, -0.005753031931817532, 0.016537901014089584, -0.07185583561658859, 0.0040446133352816105, 0.01585901528596878, 0.012022077105939388, 0.04049433767795563, -0.022072795778512955, -0.0006211890140548348, -0.02763519249856472, 0.0015395618975162506, -0.005710991099476814, 0.0063224006444215775, 0.051219791173934937, -0.03613082692027092, 0.07951784878969193, -0.004289060831069946, 0.0003581845376174897, -0.058139950037002563, -0.007861198857426643, -0.009559609927237034, -0.014287497848272324, -0.032337840646505356, -0.07522005587816238, -0.034563932567834854, -0.057690784335136414, -0.019391167908906937, 0.022103244438767433, -0.009558049030601978, -0.028492862358689308, 0.05564003437757492, 0.045338425785303116, -0.04222623258829117, 0.05365092307329178, -0.043093204498291016, 0.024493809789419174, -0.0003265536215621978, -0.008066286332905293, -0.008283722214400768, -0.00869881920516491, -0.009228406473994255, 0.014124699868261814, -0.010476985014975071, -0.02413829416036606, -0.005151302553713322, -0.011751772835850716, 0.01423982810229063, 0.009067750535905361, -0.019765952602028847, 0.011669269762933254 ]
[ -0.07279722392559052, -0.04634006693959236, -0.03971206396818161, -0.019293026998639107, 0.062010012567043304, -0.059645865112543106, 0.008841508068144321, 0.049639470875263214, 0.004816308151930571, -0.018314408138394356, 0.004771757870912552, -0.028327282518148422, 0.012007411569356918, -0.003176322439685464, 0.09078764170408249, 0.018360156565904617, 0.009676188230514526, -0.10866165906190872, -0.02379743382334709, -0.0019447339000180364, 0.017193954437971115, -0.0073959678411483765, -0.021119844168424606, -0.03354565426707268, 0.020138509571552277, 0.021718261763453484, 0.04106248542666435, -0.062094639986753464, 0.00047487893607467413, -0.17313823103904724, 0.022922994568943977, -0.006515337619930506, 0.042568907141685486, -0.012460596859455109, 0.003402527654543519, 0.0464957170188427, 0.016057560220360756, -0.012142116203904152, 0.008566209115087986, 0.04846327379345894, 0.029426075518131256, -0.002087624045088887, -0.05437007546424866, -0.027883702889084816, 0.051082246005535126, 0.003807958448305726, -0.024270074442029, -0.007612733170390129, -0.0314580574631691, 0.017648275941610336, -0.06674890965223312, -0.0059444718062877655, -0.01482838112860918, -0.022235576063394547, -0.005902264267206192, 0.05130124092102051, 0.02704993449151516, 0.09564591199159622, 0.0047572641633450985, 0.021891171112656593, 0.06149597093462944, -0.014937788248062134, -0.1172112226486206, 0.10418202728033066, 0.012477556243538857, 0.05503372102975845, -0.022900912910699844, 0.016696607694029808, 0.00813385285437107, 0.09120302647352219, 0.01967514492571354, -0.013252122327685356, -0.006554385647177696, 0.04098176211118698, 0.007814768701791763, 0.0012149837566539645, 0.030385421589016914, 0.027150958776474, 0.01725236512720585, -0.04407407343387604, -0.031185222789645195, -0.009378966875374317, 0.01622937060892582, -0.0033274723682552576, -0.02255368046462536, -0.02054060623049736, -0.03954344615340233, 0.05998442322015762, 0.01602804847061634, 0.021969255059957504, 0.05446814373135567, -0.024075662717223167, 0.047252390533685684, -0.009517070837318897, -0.09068533033132553, -0.052951499819755554, -0.00420156866312027, 0.021994618698954582, -0.03761494904756546, 0.45200061798095703, -0.023161735385656357, 0.0002743306977208704, 0.07495302706956863, 0.051136504858732224, -0.005390291567891836, -0.018252266570925713, 0.008033129386603832, -0.07475791126489639, -0.009203648194670677, -0.040872544050216675, -0.018413372337818146, -0.02431616000831127, 0.08615700900554657, -0.031048031523823738, 0.012312699109315872, -0.006028035655617714, 0.029436806216835976, 0.048329513520002365, -0.0032441653311252594, 0.011328747496008873, -0.03148644044995308, 0.01411439385265112, 0.031637370586395264, -0.0023050017189234495, -0.02140589989721775, 0.0037953273858875036, 0.03781703859567642, 0.05853643640875816, 0.03063618764281273, 0.03193378448486328, 0.03018299676477909, -0.022389844059944153, -0.08728854358196259, 0.017127998173236847, -0.0078021022491157055, 0.016995424404740334, 0.0013697994872927666, -0.025988787412643433, -0.01160399615764618, 0.010101556777954102, -0.017793677747249603, -0.038751889020204544, 0.03226962685585022, -0.0088160689920187, -0.020345743745565414, 0.11995121091604233, 0.01374560222029686, -0.028557421639561653, -0.0008475566282868385, -0.032728053629398346, 0.01532849669456482, 0.0413336381316185, -0.006239878945052624, -0.06368528306484222, 0.014284797012805939, 0.015925506129860878, 0.08111244440078735, -0.030282599851489067, -0.038060177117586136, 0.016314582899212837, -0.002044838387519121, -0.0384855754673481, -0.029828500002622604, -0.005112513434141874, 0.03908947482705116, -0.14025498926639557, 0.011170048266649246, -0.009108949452638626, 0.01234438642859459, -0.08298178017139435, 0.01927148923277855, 0.031380802392959595, -0.04244929552078247, -0.024444229900836945, 0.03435994312167168, -0.019450392574071884, -0.016875287517905235, 0.020705541595816612, 0.05310039222240448, 0.01871439255774021, -0.021248219534754753, -0.02619989402592182, -0.03569873049855232, 0.007613158319145441, -0.05142451077699661, -0.04804961755871773, -0.00969039835035801, -0.03907719999551773, 0.015514878556132317, -0.0038536451756954193, 0.011622503399848938, -0.051194798201322556, -0.08251357823610306, 0.031227514147758484, -0.03404761105775833, -0.022075166925787926, 0.03150780126452446, -0.0011351468274369836, 0.02051781304180622, -0.012460856698453426, -0.046472351998090744, -0.03220103308558464, -0.03622109070420265, 0.03186039999127388, -0.04547872766852379, 0.049853917211294174, 0.048538725823163986, -0.05586563050746918, 0.09475242346525192, 0.03265099599957466, -0.007292524911463261, -0.03510139510035515, 0.0059853470884263515, -0.0031325272284448147, 0.005549716763198376, -0.03811590000987053, 0.02639283984899521, -0.004220359027385712, 0.00088745285756886, 0.03994106873869896, -0.032917946577072144, -0.027863945811986923, -0.007291479967534542, -0.31856170296669006, -0.06558436900377274, -0.008152766153216362, -0.0004280252323951572, -0.013703322038054466, -0.08591138571500778, -0.010204803198575974, -0.03661702573299408, -0.01308719627559185, 0.03976020589470863, 0.09556019306182861, -0.020390840247273445, 0.014680481515824795, -0.09886138886213303, 0.003625746350735426, 0.016503827646374702, -0.04374701529741287, 0.010003735311329365, 0.01242508739233017, 0.025862034410238266, -0.03431825712323189, -0.02149762213230133, -0.013817239552736282, -0.0712895318865776, 0.00619460828602314, -0.03185787424445152, 0.10671630501747131, 0.05651586875319481, 0.05864488705992699, -0.037540633231401443, 0.050724901258945465, 0.010153218172490597, 0.001972954021766782, -0.10713113844394684, 0.004144006408751011, 0.007290340028703213, 0.024591736495494843, -0.022001963108778, 0.027615224942564964, -0.04886092245578766, -0.06429299712181091, 0.053622227162122726, -0.03532065823674202, -0.05910162255167961, -0.04443898797035217, 0.023464014753699303, -0.03242607042193413, -0.07200296968221664, -0.006207505706697702, 0.07657642662525177, 0.013268706388771534, -0.018428070470690727, 0.03832557052373886, 0.008996513672173023, -0.013691327534615993, -0.03128331899642944, -0.05941373482346535, 0.008436611853539944, -0.02587994560599327, 0.000529770739376545, 0.009271039627492428, 0.04376431182026863, 0.03336826711893082, -0.05302601307630539, -0.011036516167223454, 0.020757252350449562, -0.03463365137577057, 0.01103860605508089, 0.014690076932311058, -0.005897714290767908, -0.01696913130581379, 0.10253093391656876, -0.0031977843027561903, 0.03804086521267891, 0.0193145964294672, 0.018296195194125175, -0.0055395569652318954, 0.017644936218857765, 0.02780982479453087, 0.0090250875800848, 0.02349393256008625, -0.03809068351984024, 0.06567689776420593, -0.030969344079494476, -0.03514840453863144, 0.03696401044726372, -0.013364341109991074, -0.016039907932281494, 0.06427089869976044, 0.027687299996614456, 0.004676362499594688, 0.01767817884683609, -0.006366024259477854, -0.06389258801937103, 0.07301517575979233, -0.01592901535332203, -0.22435715794563293, 0.017390411347150803, 0.05853277072310448, 0.047972507774829865, 0.014479795470833778, 0.021850913763046265, 0.04654848575592041, -0.0492873378098011, -0.006271546706557274, -0.001269707572646439, 0.018454574048519135, 0.06703898310661316, 0.007982791401445866, -0.019720017910003662, 0.01780528947710991, -0.008830973878502846, 0.014581945724785328, 0.0014270390383899212, -0.019375840201973915, 0.02008827216923237, 0.026010787114501, -0.030711909756064415, 0.1498880833387375, 0.010298590175807476, 0.0059233009815216064, 0.030534986406564713, -0.01183850783854723, 0.02153605967760086, 0.08350776135921478, 0.008783646859228611, -0.00567364227026701, -0.01693960279226303, 0.009582863189280033, 0.010306536220014095, 0.0407341904938221, -0.10920827090740204, -0.03219549357891083, 0.02148994244635105, 0.015410113148391247, -0.0032101524993777275, -0.0065093026496469975, 0.017806170508265495, -0.032533179968595505, 0.03443789854645729, 0.045274652540683746, 0.004079136997461319, -0.019981354475021362, -0.040096819400787354, -0.07090084254741669, 0.016162291169166565, -0.01585223339498043, -0.057304929941892624, -0.013864771462976933, 0.02548196353018284, 0.033277783542871475, 0.08497365564107895, 0.023028144612908363, -0.022547351196408272, 0.008310266770422459, 0.012448112480342388, -0.03226642310619354, -0.02330891601741314, 0.10133250802755356, 0.011664391495287418, 0.06551981717348099 ]
[ -0.013433413580060005, 0.02811935730278492, -0.025207798928022385, 0.0003336690424475819, -0.009712575003504753, -0.005949249491095543, 0.00595290120691061, 0.00013296790712047368, 0.0022820255253463984, 0.009251079522073269, -0.0020308750681579113, 0.012699100188910961, 0.0402219295501709, -0.0334676131606102, 0.014227828942239285, 0.0028743958100676537, -0.038753218948841095, -0.030441636219620705, 0.02530530095100403, -0.044571589678525925, -0.017972800880670547, 0.03890504315495491, 0.012057007290422916, 0.0021326770074665546, -0.026751400902867317, 0.017606813460588455, -0.030374934896826744, -0.042234450578689575, 0.011989984661340714, -0.09176523238420486, -0.03145688399672508, -0.012435426004230976, -0.03507711738348007, -0.031885791569948196, -0.032454200088977814, 0.012610513716936111, -0.021397799253463745, 0.022595198825001717, 0.03190784156322479, 0.004692710470408201, 0.0047020213678479195, -0.04300937429070473, -0.03877207636833191, -0.005358655471354723, -0.041300732642412186, 0.004085727035999298, 0.0057358695194125175, -0.01054078247398138, -0.028046049177646637, 0.010845490731298923, -0.011922189965844154, 0.0020788786932826042, -0.006769723258912563, 0.025545772165060043, -0.007690413389354944, -0.03479368984699249, -0.03721930459141731, 0.004543908406049013, -0.00528671545907855, -0.02144050970673561, 0.01266984548419714, -0.007476951461285353, -0.01827750913798809, -0.018877986818552017, 0.021320289000868797, -0.007212134078145027, -0.05752872675657272, 0.018161801621317863, -0.005031670909374952, -0.018199453130364418, -0.016641678288578987, 0.02637646161019802, -0.042367130517959595, -0.008116011507809162, -0.009186496026813984, -0.009519854560494423, 0.044547293335199356, -0.024335447698831558, -0.01118103414773941, 0.010485842823982239, -0.005163609515875578, 0.0053841653279960155, 0.02085382305085659, 0.04403111711144447, 0.03126641735434532, -0.011034396477043629, 0.006335412617772818, 0.019350681453943253, 0.00747190834954381, 0.007876774296164513, 0.004396240226924419, 0.022558297961950302, 0.014557722955942154, 0.012243025936186314, -0.06590858846902847, -0.013834841549396515, -0.05398215353488922, -0.031129000708460808, -0.010369392111897469, 0.8496150374412537, -0.014388796873390675, 0.014680977910757065, 0.045203935354948044, 0.006915946025401354, 0.023609613999724388, -0.021786615252494812, -0.03531986102461815, 0.010171621106564999, 0.06449562311172485, -0.04157470539212227, 0.0015022396109998226, 0.02542196214199066, 0.019325880333781242, 0.019645724445581436, 0.01680443249642849, 0.047767139971256256, 0.004545978270471096, 0.017062034457921982, 0.040226370096206665, 0.014687684364616871, 0.02873055264353752, 0.01611504703760147, 0.004799071233719587, 0.009009819477796555, 0.022815875709056854, -0.1495528221130371, 0.011789095588028431, -6.833679837839735e-33, 0.044258881360292435, -0.019244959577918053, 0.0012553941924124956, -0.008710167370736599, 0.010279246605932713, -0.01375148817896843, 0.01780383102595806, 0.0173133984208107, -0.03966289013624191, -0.01753051206469536, 0.003813482355326414, -0.019491402432322502, 0.021081240847706795, -0.017211921513080597, 0.03438429534435272, -0.017258018255233765, -0.009835531935095787, 0.039806611835956573, 0.022442718967795372, -0.004746230784803629, 0.000376621464965865, 0.03088240884244442, 0.023555250838398933, -0.006745444145053625, 0.009318901225924492, 0.04901743680238724, 0.029202798381447792, -0.0016198264202103019, -0.02511855587363243, -0.05031987652182579, -0.014784601517021656, 0.012972911819815636, 0.00319496332667768, -0.01536476518958807, 0.04219908267259598, -0.03848731145262718, -0.034027550369501114, 0.011759530752897263, -0.0398017093539238, -0.05709842965006828, -0.01625342294573784, 0.03132650628685951, -0.00997807364910841, -0.009558849968016148, -0.02817845158278942, -0.0076802815310657024, -0.0015337523072957993, -0.00026517437072470784, -0.005223636049777269, 0.029426202178001404, 0.042768727988004684, 0.0009200747590512037, -0.022542353719472885, -0.013207850977778435, -0.021163303405046463, -0.008127315901219845, -0.023410290479660034, -0.013897562399506569, 0.04766818881034851, 0.0020448698196560144, 0.04424804821610451, -0.04484642297029495, -0.006131785921752453, 0.007875404320657253, 0.002668283646926284, -0.015278362669050694, -0.023863689973950386, 0.0048217372968792915, 0.011629072949290276, -0.006882962770760059, -0.020743271335959435, 0.010753367096185684, -0.016164682805538177, -0.005824971478432417, 0.02821378968656063, -0.0038664420135319233, 0.005791102536022663, -0.010104297660291195, 0.009116957895457745, 0.015574523247778416, 0.044294994324445724, -0.022985123097896576, 0.01730533130466938, -0.03363342955708504, -0.0252312533557415, 0.00187196908518672, 0.03860936686396599, -0.03289865702390671, -0.015903150662779808, 0.018674835562705994, 0.021682851016521454, 0.049068570137023926, -0.03722691163420677, -0.008672047406435013, -0.027345696464180946, 6.817945845953979e-33, -0.02282796800136566, -0.03181697428226471, -0.021154996007680893, -0.022443415597081184, -0.01916642114520073, -0.018735790625214577, 0.017740430310368538, 0.008149286732077599, -0.029593754559755325, 0.05132937803864479, 0.026851393282413483, -0.010153242386877537, -0.0665305107831955, 0.023588065057992935, 0.05249686539173126, -0.023814719170331955, 0.04505527392029762, -0.029954049736261368, 0.023233918473124504, -0.024294212460517883, -0.005117542576044798, -0.0033456466626375914, -0.008126506581902504, -0.00028348862542770803, -0.005206911824643612, 0.0391521230340004, -0.018238665536046028, 0.009618968702852726, -0.00296258507296443, -0.019029859453439713, -0.005569729954004288, -0.03226586803793907, 0.036066021770238876, 0.010690874420106411, -0.02016669325530529, 0.05900830402970314, -0.004327161703258753, -0.02452915720641613, 0.07830067723989487, -0.0023313225246965885, 0.07134243100881577, -0.005982981529086828, 0.03352396935224533, 0.0041305446065962315, -0.009262105450034142, -0.009560652077198029, -0.03401908650994301, 0.0034260202664881945, -0.02555210329592228, 0.02882567048072815, 0.025521183386445045, 0.025557709857821465, 0.004508878570050001, 0.008733251132071018, -0.004334507044404745, -0.017995566129684448, 0.01782826893031597, -0.004716508090496063, -0.03208319470286369, -0.038426436483860016, -0.007970171980559826, 0.00852747168391943, -0.011986016295850277, 0.0215680580586195, -0.019238004460930824, -0.049321725964546204, -0.039371926337480545, -0.02361883595585823, 0.009765271097421646, 0.008638869971036911, -0.019370658323168755, 0.005826994776725769, -0.003111777128651738, 0.011771331541240215, 0.04710967093706131, -0.04033210501074791, -0.0020061873365193605, 0.005267641507089138, -0.00014672458928544074, 0.0021007463801652193, -0.007498672232031822, 0.011241014115512371, 0.034391894936561584, -0.00906419288367033, -0.01643477939069271, -0.00146477110683918, 0.009991315193474293, 0.007403278257697821, 0.03038732148706913, -0.02266492322087288, 0.01820986159145832, -0.0027829562313854694, 0.014208097942173481, 0.019295871257781982, 0.010707447305321693, -1.290961648692246e-8, -0.053372401744127274, -0.012662967666983604, -0.03058518096804619, 0.024301080033183098, 0.03955704718828201, 0.05229933187365532, -0.004847231786698103, -0.0038781501352787018, 0.0034491398837417364, 0.006384589243680239, 0.02198646031320095, 0.009290811605751514, -0.014350855723023415, -0.0017642119200900197, -0.001716251252219081, -0.05317879840731621, -0.03827318549156189, -0.06411970406770706, 0.03828686848282814, 0.009608989581465721, 0.0024287530686706305, 0.04888882115483284, -0.032759636640548706, -0.01958637498319149, 0.03413895145058632, -0.011126392520964146, 0.023609669879078865, -0.07136248797178268, -0.010966365225613117, 0.008891003206372261, 0.005822258070111275, -0.029601767659187317, -0.029697798192501068, -0.0046206009574234486, -0.015453031286597252, -0.009085902012884617, 0.01325195748358965, -0.005854508839547634, -0.03345155343413353, 0.005256608594208956, 0.02716025337576866, -0.009204032830893993, -0.011389254592359066, -0.03505856171250343, -0.018309561535716057, -0.009264381602406502, -0.004962282720953226, 0.01858631707727909, 0.04351838678121567, -0.024291537702083588, 0.013734497129917145, 0.009998291730880737, 0.03971990942955017, 0.015362291596829891, 0.027721282094717026, -0.029048381373286247, 0.02534336969256401, -0.022007297724485397, -0.022866642102599144, -0.0005803444073535502, 0.05904575437307358, 0.027108658105134964, -0.019955145195126534, -0.009594159200787544 ]
f-a-day-of-writing-a-little-twitter-application
https://markhneedham.com/blog/2009/04/13/f-a-day-of-writing-a-little-twitter-application
false
2009-04-14 22:10:13
Lean: Big Picture over Local Optimisations
[ "lean" ]
[ "Agile", "Lean" ]
I recently finished reading http://www.markhneedham.com/blog/2009/03/21/lean-thinking-book-review/[Lean Thinking] and one of the things that was repeatedly emphasised is the need to look at the process as a whole rather than trying to optimise each part individually. If we phrased this in a similar way to the Agile Manifesto it would probably read '*Big Picture over Local Optimisations*'. The examples in Lean Thinking tend to be more manufacturing focused but I think this idea can certainly be applied in thinking about software projects too. == Individual vs Team Focus For me on a software development team what we care about is the *quality of the team as a whole not the individuals on it*. It's all good being very strong technically but you have to be able to work effectively with other people to solve problems otherwise your value to a development team is much reduced. I wrote a bit about this previously in my http://www.markhneedham.com/blog/2009/03/29/pair-programming-from-a-lean-angle/[lean look at pair programming] but I think it goes beyond just ensuring that we are sharing knowledge around the team by having people collaborating closely with each other. When I first joined ThoughtWorks my former colleague Fred George was always talking about the value of being poly skilled - having the ability to carry out more than one role - and I think this is lost when we refer to people as being their role i.e. 'you ARE a developer' rather than 'you CAN PLAY the developer role'. If we have people on a team who are polyskilled or http://www.markhneedham.com/blog/2008/08/11/does-generalising-specialist-mean-you-cant-be-the-best/[generalising specialist] (although I think generalising specialist refers more to poly skilled across a role rather than being able to carry out multiple roles) then we can get away with building teams which are smaller in number and which are more resilient and able to respond when team members are ill or absent. == Horizonal vs Vertical teams Creating teams of people by the layer or horizontal which they work on rather than the piece of functionality or vertical which they are working on seems to be one of the most obvious ways of locally optimising instead of looking at the big picture i.e. *the delivery of a piece of functionality to the business*. I guess the theory is that if we put everyone working on similar things on the same layer in the same team then it will result in greater productivity than having people who are working on different areas of the system but have the same underlying goals. The problem is that we create a lot of handover points - opportunities for context and information to be lost - and the ineffectiveness of this approach as a communication mechanism means that it takes much longer to integrate the components from each horizontal than it would have done with a team with people from each layer in it. In addition any techniques used to try and increase the productivity of an individual team will be ineffective since they will only satisfy a local optima and will have a http://en.wikipedia.org/wiki/Systems_thinking[knock on effect to the rest of the system]. For example, let's say we have three teams A, B and C and team B aren't as productive as we were expecting. Applying pressure to team B may have an impact on their immediate productivity but it's likely to affect the other two teams since team B will probably be less communicative towards those teams since they are trying to optimise their own performance. Having a vertical team which is responsible for the delivery of a feature or features end to end works much better from my experience. == Colocated vs Distributed teams One of my favourite agile ideas is having a http://agilesoftwaredevelopment.com/blog/cspag/case-collocation[co-located team], with the business people, analysts and developers *all working in the same physical location*. Sometimes though the decision is taken to distribute teams across multiple locations - be it because that's more convenient or cheaper to do. The big picture i.e. project delivery is likely to become more difficult to achieve due to the increased cost of communication that has been created. For me there is nothing better than face to face communication - even with phone calls/instant messaging/emailing it is still an extremely valuable form of communication. With any of the other three it's much more difficult to read what someone is really thinking and you can come across as being much more aggressive than you intended to in any of those mediums. My colleagues in India/China will certainly have some tools/techniques to bridge these gaps that I'm not aware of but I still remain convinced that if we have the choice then a co-located team is the best choice. == In Summary These are just some of the ideas that came to mind when trying to apply one of the principles of lean to software development teams. Although many of these may seem obvious sometimes it takes another angle of looking at the problem to make that visible. If you can think of any others feel free to mention them in the comments.
null
null
[ 0.025502827018499374, 0.005991426762193441, -0.007786797359585762, 0.024140162393450737, 0.08172759413719177, 0.025133293122053146, 0.018114060163497925, 0.04286820441484451, 0.011042280122637749, -0.02660995163023472, -0.027668312191963196, -0.027318987995386124, -0.04901673644781113, 0.012767280451953411, -0.03836310654878616, 0.06823050230741501, 0.06693921983242035, 0.010334230959415436, 0.000191112223546952, 0.010439234785735607, 0.05611254274845123, 0.09877839684486389, 0.020917920395731926, 0.03806159272789955, 0.06491520255804062, -0.0021176377777010202, 0.03287091106176376, -0.0053268964402377605, -0.025597983971238136, -0.0035084960982203484, 0.029949532821774483, -0.0025039040483534336, 0.009735825471580029, 0.005004805978387594, 0.026037059724330902, -0.029794761911034584, -0.0017795549938455224, 0.031764961779117584, 0.022912878543138504, -0.010465111583471298, -0.07093542069196701, 0.05546219274401665, -0.00798054225742817, 0.01593262329697609, -0.03740397468209267, 0.014971449039876461, -0.03676031529903412, 0.014393018558621407, 0.001558563206344843, -0.001150110736489296, -0.06783521175384521, 0.010373873636126518, 0.004474010784178972, -0.021870220080018044, -0.004487558733671904, 0.04029104858636856, 0.007185290567576885, -0.05228083208203316, -0.008777296170592308, -0.043988555669784546, -0.01621159538626671, -0.011559362523257732, -0.003185319248586893, 0.04145598039031029, 0.049777161329984665, -0.03077785298228264, 0.0008788586710579693, 0.033516135066747665, -0.0417579710483551, 0.00832957960665226, -0.03839661180973053, -0.0001569637533975765, -0.022961562499403954, -0.006306536495685577, -0.012592618353664875, -0.059680499136447906, 0.015219141729176044, 0.06644316017627716, 0.031654857099056244, 0.0469791516661644, -0.009090110659599304, 0.031625185161828995, -0.012658492662012577, 0.035868436098098755, -0.019546017050743103, -0.02907838672399521, 0.0297502800822258, -0.03248187154531479, -0.07364436984062195, 0.07780498266220093, -0.007104851305484772, -0.06525567173957825, -0.011458195745944977, 0.0497436560690403, -0.009228278882801533, 0.016292525455355644, 0.04431241378188133, 0.028594056144356728, -0.006659875623881817, -0.03303668648004532, -0.029335569590330124, -0.0169918742030859, -0.009011327289044857, -0.00113682693336159, -0.07896188646554947, 0.006047805771231651, -0.008566024713218212, -0.012044278904795647, -0.015167324803769588, 0.006793901789933443, -0.03685074299573898, 0.02477613463997841, -0.02471361868083477, 0.016837559640407562, -0.06712190806865692, 0.06225293129682541, -0.0007449136464856565, -0.037985507398843765, -0.009456352330744267, 0.0030411784537136555, 0.03591140732169151, 0.03324735537171364, -0.006313815712928772, 0.07839148491621017, -0.0029574090149253607, 0.010758769698441029, -0.05405435711145401, 0.04870615527033806, -0.011447962373495102, -0.051950905472040176, -0.006335029844194651, 0.054732922464609146, -0.06690531969070435, -0.0025874320417642593, -0.008029645308852196, -0.031019289046525955, 0.0173557847738266, 0.02271508239209652, 0.016998011618852615, 0.05598829686641693, -0.000960073433816433, -0.03915960341691971, 0.03379667550325394, 0.027053389698266983, 0.01370291318744421, -0.011128016747534275, 0.012558503076434135, -0.02143327333033085, -0.058992594480514526, -0.021853655576705933, 0.009295009076595306, 0.018198436126112938, 0.038479387760162354, -0.03409328684210777, 0.040599144995212555, 0.0919383317232132, 0.060731589794158936, 0.0015617359895259142, -0.019275004044175148, 0.03255176171660423, 0.03149945288896561, 0.015277339145541191, 0.014208455570042133, 0.023625826463103294, 0.0141295175999403, -0.013584611937403679, -0.001281352830119431, 0.013671544380486012, 0.015312316827476025, 0.01335381343960762, -0.04581204429268837, -0.04731086269021034, 0.03480759635567665, -0.042230647057294846, -0.010706478729844093, 0.036285705864429474, 0.0706428736448288, 0.04921664297580719, 0.04341547191143036, 0.0021804277785122395, -0.06712833791971207, 0.026280978694558144, 0.023429451510310173, 0.021987607702612877, 0.03881792724132538, -0.017842590808868408, 0.05172227323055267, 0.03237980604171753, -0.00898338295519352, 0.04442130774259567, -0.07530433684587479, -0.09499851614236832, -0.004731600638478994, -0.023153526708483696, 0.05521582067012787, -0.04848629981279373, 0.013549454510211945, 0.06397952139377594, 0.013573435135185719, 0.04322158172726631, 0.027974914759397507, -0.0016426012152805924, 0.00729172769933939, -0.024181397631764412, -0.03482603654265404, 0.06050834804773331, 0.04395836219191551, 0.013207514770328999, -0.0685480609536171, 0.01678459718823433, -0.009767402894794941, -0.01782352663576603, 0.025627033784985542, -0.009485104121267796, 0.042908426374197006, -0.00013422637130133808, 0.05369174852967262, -0.009965998120605946, 0.05818907544016838, -0.0362958088517189, 0.01680617965757847, 0.0045791808515787125, -0.014384439215064049, 0.01800099015235901, 0.00870171096175909, 0.10268658399581909, 0.057094424962997437, -0.056771308183670044, -0.047226376831531525, 0.043583352118730545, 0.02202686294913292, -0.02680172584950924, -0.0021120894234627485, -0.0026460508815944195, 0.009897514246404171, 0.003030485473573208, -0.057650014758110046, -0.035746872425079346, 0.023405708372592926, -0.04986783117055893, -0.0020832906011492014, 0.03802235797047615, -0.00934127252548933, 0.060837242752313614, 0.00712240394204855, -0.016688229516148567, -0.013173351064324379, 0.0005770442658104002, -0.061863601207733154, 0.006919901352375746, -0.0063851927407085896, -0.018128255382180214, 0.052053485065698624, -0.016955707222223282, -0.05598063766956329, -0.043288152664899826, -0.01630471460521221, 0.012797734700143337, 0.06108247861266136, 0.056997109204530716, -0.03377245366573334, 0.06339024007320404, -0.008539464324712753, 0.039607323706150055, -0.0034408716019243, -0.038632746785879135, -0.048675015568733215, -0.034267522394657135, 0.0075943307019770145, -0.00039244521758519113, 0.0128890760242939, 0.011566156521439552, 0.008450029417872429, 0.01950005069375038, -0.03228263556957245, -0.01713586039841175, 0.014280424453318119, 0.005287631880491972, 0.005887941457331181, -0.049710579216480255, -0.01063060574233532, 0.051253918558359146, -0.01940322294831276, 0.0028105678502470255, -0.0007637475500814617, -0.08300992101430893, 0.039804086089134216, -0.07825498282909393, -0.029258254915475845, -0.007839552126824856, 0.02516251429915428, 0.03579150140285492, 0.019228646531701088, 0.010819297283887863, 0.06263644993305206, 0.01739480346441269, 0.008715364150702953, -0.000770052894949913, -0.0006343558779917657, 0.05722227692604065, 0.018076220527291298, -0.004562576301395893, 0.05965101718902588, -0.01115727610886097, -0.004858717322349548, -0.05424228310585022, 0.05521370470523834, -0.043952662497758865, -0.2831108570098877, 0.0258991289883852, 0.008122764527797699, -0.04558851197361946, 0.028307141736149788, -0.0319705493748188, 0.0033733530435711145, -0.060768838971853256, -0.030552711337804794, 0.0039709401316940784, -0.052304912358522415, -0.04104562848806381, -0.018484385684132576, 0.04040546342730522, 0.0032185388263314962, 0.030355852097272873, 0.028064459562301636, -0.03068729303777218, 0.02749480865895748, 0.06648772209882736, -0.014741198159754276, -0.07180280238389969, -0.022869454696774483, 0.038202036172151566, 0.04128366708755493, 0.054772503674030304, -0.07876309752464294, 0.05333133041858673, -0.05733918771147728, -0.0039342250674963, -0.007134662009775639, 0.008128032088279724, 0.00895172543823719, -0.02220325544476509, -0.004548956640064716, -0.01971525140106678, 0.03906098008155823, -0.010580937378108501, -0.0019371527014300227, 0.011234559118747711, -0.02275269292294979, -0.03577837720513344, 0.0005011276807636023, 0.007421697955578566, 0.06235959008336067, 0.016041209921240807, -0.08082269877195358, -0.01360476203262806, -0.03763604536652565, 0.0831725001335144, -0.0272210780531168, -0.02700677141547203, 0.0010650003096088767, 0.0341835618019104, -0.009245692752301693, -0.036105092614889145, 0.0046831704676151276, -0.03311259299516678, -0.03601652756333351, -0.02506907470524311, -0.015516165643930435, -0.020286308601498604, -0.018001137301325798, -0.04589850455522537, -0.012950917705893517, -0.0585266537964344, -0.0707317590713501, -0.012629540637135506, 0.051634531468153, 0.000054882155382074416, -0.04489824175834656, 0.0012743724510073662, 0.0035364774521440268, -0.09988413006067276, -0.01905246078968048, 0.004851344041526318, -0.01058866549283266, 0.008797740563750267, 0.021543601527810097, 0.050208680331707, -0.013606041669845581, -0.06316124647855759, 0.02024959586560726, 0.012976376339793205, 0.03916141390800476, -0.005031609907746315, 0.041079241782426834, 0.03189973160624504, -0.03438068926334381, 0.009225855581462383, 0.06138616055250168, 0.004027952440083027, -0.01946232281625271, -0.009765171445906162, 0.03824765607714653, -0.004190763458609581, 0.004911009222269058, -0.01965469866991043, -0.010342374444007874, 0.0028550694696605206, -0.005258597899228334, -0.038585588335990906, -0.00711727375164628, 0.012661672197282314, -0.027731139212846756, -0.023840975016355515, -0.04545372352004051, 0.02726236917078495, 0.04655515402555466, 0.03201713785529137, 0.011160703375935555, -0.01079931203275919, 0.020056767389178276, -0.03424441069364548, -0.025644607841968536, -0.02577582560479641, -0.014900460839271545, 0.04431898519396782, -0.009601611644029617, 0.0016712012002244592, -0.0547013096511364, 0.0007790601812303066, -0.02504807338118553, -0.019328219816088676, -0.08875196427106857, 0.0018387137679383159, -0.02681559883058071, -0.04190833866596222, 0.01097156386822462, 0.02015458047389984, -0.018516598269343376, 0.026421960443258286, 0.037875059992074966, -0.047555092722177505, 0.0021130023524165154, -0.04345642775297165, -0.07837498933076859, -0.026517698541283607, -0.0025062120985239744, 0.002055185614153743, 0.014512121677398682, 0.03898005932569504, 0.00254409434273839, 0.019586365669965744, 0.03410559520125389, 0.014850742183625698, -0.005265024956315756, -0.010419507510960102, 0.023605575785040855, 0.021891823038458824, 0.017117343842983246, -0.06395572423934937, 0.02496907114982605, -0.03458994999527931, -0.009110795333981514, -0.028805449604988098, 0.025168299674987793, -0.011139058507978916, -0.02742435783147812, -0.014012868516147137, 0.008931534364819527, -0.05055670067667961, -0.044368926435709, -0.046776194125413895, 0.05071648210287094, 0.0703706219792366, -0.007197413127869368, 0.010411664843559265, -0.029072079807519913, -0.013026494532823563, 0.008879311382770538, 0.0012323088012635708, -0.05560506135225296, -0.012243957258760929, 0.010948884300887585, 0.0243124607950449, 0.023480892181396484, 0.005422386806458235, 0.04237011447548866, 0.00800397340208292, -0.0019315691897645593, -0.034479424357414246, 0.017369361594319344, 0.016040785238146782, 0.03332117572426796, 0.03520287945866585, -0.014405756257474422, -0.013112190179526806, -0.023077409714460373, -0.03277629613876343, -0.04755226895213127, -0.0010142455575987697, -0.007263609673827887, 0.021456651389598846, -0.04036295786499977, -0.05818712338805199, 0.04854625463485718, 0.007152556907385588, 0.008967511355876923, 0.016363773494958878, -0.031636208295822144, 0.013424825854599476, -0.024040188640356064, 0.022817207500338554, 0.08466064929962158, -0.06343317776918411, 0.0012957861181348562, 0.0006958901067264378, -0.0048448918387293816, 0.004549053031951189, -0.014818345196545124, -0.027364762499928474, -0.027102366089820862, -0.030263638123869896, 0.011178799904882908, -0.07868318259716034, -0.0019566582050174475, -0.029003852978348732, 0.002716136397793889, 0.009357559494674206, -0.007536806631833315, -0.022255789488554, -0.02198977582156658, -0.021766379475593567, -0.014478589408099651, 0.013498475775122643, -0.022831305861473083, 0.0003880714066326618, 0.025897249579429626, -0.035563044250011444, -0.019332554191350937, -0.01600014790892601, 0.008218337781727314, 0.00836862437427044, -0.01580500602722168, 0.000749077124055475, -0.007184295449405909, -0.003876536153256893, 0.014640867710113525, 0.03344154357910156, -0.008863409049808979, -0.03477875515818596, -0.027502238750457764, -0.012962087988853455, -0.05884584039449692, 0.0032118239905685186, -0.0309462770819664, -0.0043520196340978146, 0.02363544888794422, 0.06297539174556732, 0.006409025751054287, 0.028198912739753723, 0.009794206358492374, -0.0338888093829155, 0.051086343824863434, -0.03545563668012619, -0.05377305671572685, -0.03112931363284588, -0.04425644502043724, -0.01231792289763689, 0.0005235396674834192, 0.027019793167710304, -0.04510592296719551, 0.05189359933137894, 0.027735531330108643, 0.041662488132715225, 0.026821734383702278, 0.010724509134888649, 0.027656305581331253, -0.07403983920812607, -0.01505775935947895, -0.067766472697258, -0.016446135938167572, 0.011505978181958199, 0.009746258147060871, -0.009865246713161469, -0.016261853277683258, -0.04340427368879318, 0.04929938539862633, -0.07320675998926163, -0.01578170619904995, 0.03680253401398659, -0.006086536683142185, -0.0025253247004002333, 0.02758612670004368, -0.08183852583169937, 0.0224709901958704, 0.006340717896819115, -0.03701452165842056, -0.028875039890408516, -0.037087332457304, 0.03299601376056671, 0.002460055286064744, 0.033869825303554535, -0.04425366222858429, -0.006467651110142469, 0.08651427924633026, 0.0074386196210980415, -0.0052047306671738625, 0.052957113832235336, -0.001498746918514371, 0.039595961570739746, 0.031998857855796814, 0.029653307050466537, -0.012560970149934292, 0.022122658789157867, -0.012905823066830635, -0.059776466339826584, 0.03745536878705025, 0.018454011529684067, -0.01914026215672493, -0.016775181517004967, 0.052615877240896225, 0.015753520652651787, -0.029870662838220596, -0.052237071096897125, -0.0073571279644966125, -0.06442487984895706, 0.01575614884495735, -0.0013667166931554675, -0.001875456189736724, -0.0371587760746479, 0.037643369287252426, -0.02397080324590206, 0.01825377158820629, 0.06621894985437393, 0.0046785082668066025, -0.027969952672719955, -0.018516134470701218, 0.09641493111848831, 0.06745075434446335, 0.07116614282131195, 0.00797886960208416, 0.06690740585327148, -0.005467813927680254, -0.04352244734764099, 0.027295304462313652, -0.006493300199508667, -0.016112057492136955, -0.03506413474678993, 0.02098950371146202, 0.058109577745199203, -0.012386639602482319, 0.0651954784989357, -0.00818889681249857, -0.0409960001707077, 0.0012975211720913649, 0.0555899553000927, 0.017186369746923447, 0.08095582574605942, 0.008112501353025436, 0.01637660153210163, -0.031868062913417816, -0.04091779515147209, 0.005767474416643381, -0.03554604575037956, -0.014447096735239029, 0.025458313524723053, 0.003060957184061408, 0.03135998919606209, 0.028517691418528557, 0.0143350251019001, 0.07712635397911072, -0.044467151165008545, 0.013644875027239323, -0.014990982599556446, 0.02239195443689823, -0.04052998498082161, -0.0006931860698387027, -0.010393301956355572, -0.017915522679686546, -0.01137688010931015, -0.013075522147119045, -0.03059653379023075, -0.015983356162905693, -0.009087953716516495, 0.04611913114786148, -0.02499825321137905, 0.005519726313650608, 0.021342510357499123, 0.02528180368244648, -0.031031716614961624, -0.06033846735954285, -0.03744557499885559, -0.055628951638936996, -0.022579289972782135, -0.00869641825556755, 0.040125515311956406, -0.0011829843278974295, -0.033608194440603256, -0.011756899766623974, -0.010005536489188671, -0.038274671882390976, 0.027135668322443962, -0.052138544619083405, -0.017827602103352547, -0.004784274380654097, 0.045109909027814865, 0.045169372111558914, 0.012642093934118748, 0.04334600642323494, -0.01022252719849348, 0.001496905111707747, 0.010070128366351128, 0.030643420293927193, 0.007350025232881308, 0.005947497207671404, 0.014394281432032585, -0.08719271421432495, 0.005474144592881203, 0.02810027077794075, -0.02826978638768196, -0.06468850374221802, 0.019452543929219246, 0.01663385145366192, -0.020963845774531364, 0.036087073385715485, 0.00649252999573946, 0.028383871540427208, -0.04275842383503914, -0.005411668214946985, -0.013374412432312965, 0.012361793778836727, 0.03891813009977341, -0.027100393548607826, 0.07993052154779434, 0.027701517567038536, -0.006332292687147856, -0.05072961747646332, -0.0065528517588973045, -0.009863553568720818, 0.010501012206077576, -0.02289406768977642, -0.0413312129676342, -0.013981279917061329, -0.08301321417093277, -0.003498718375340104, 0.020226825028657913, -0.03027873858809471, -0.02869083173573017, 0.02894260361790657, 0.010545612312853336, -0.023138130083680153, 0.030058840289711952, -0.057689402252435684, 0.03096194379031658, -0.01665690913796425, -0.006124630104750395, 0.007529033347964287, 0.027116896584630013, 0.018841329962015152, 0.004669565707445145, 0.012296708300709724, -0.0683993250131607, 0.01601882465183735, 0.012879431247711182, 0.021571209654211998, 0.04698062315583229, 0.004607926122844219, 0.005702565424144268 ]
[ -0.07983902096748352, 0.002848612843081355, -0.017910659313201904, -0.039180222898721695, 0.029960261657834053, -0.0026152620557695627, 0.002678056014701724, 0.019562341272830963, 0.013093505054712296, -0.0177146028727293, 0.01655564457178116, -0.04872323200106621, 0.017742877826094627, -0.0408613383769989, 0.07064235955476761, 0.002286101458594203, -0.028567839413881302, -0.06335204094648361, 0.026515113189816475, 0.009825012646615505, 0.00017495686188340187, -0.07044155150651932, -0.04939230903983116, -0.028362397104501724, 0.03346256911754608, 0.01524914801120758, 0.00029608214390464127, -0.029095033183693886, 0.010710801929235458, -0.19024595618247986, 0.017070837318897247, 0.04614835977554321, 0.053173743188381195, -0.025188282132148743, 0.012056076899170876, 0.09247801452875137, 0.02634156309068203, 0.016729703173041344, -0.017454979941248894, 0.04035696014761925, 0.00702173775061965, 0.022809745743870735, -0.04264417290687561, -0.03503895923495293, 0.00318030989728868, 0.020126618444919586, -0.00916698295623064, -0.04241165146231651, -0.05676354840397835, 0.01889660581946373, -0.04454607889056206, -0.03810524940490723, -0.030586987733840942, -0.006579883396625519, -0.011321883648633957, 0.052898306399583817, 0.03017834573984146, 0.04357035458087921, -0.006483649834990501, 0.0032232566736638546, 0.021229231730103493, -0.02137584052979946, -0.14543336629867554, 0.05775581672787666, 0.047233693301677704, 0.06167076900601387, -0.07068838179111481, 0.0009162419009953737, -0.04340548813343048, 0.09286195784807205, 0.019232576712965965, -0.022986020892858505, -0.013041069731116295, 0.018589690327644348, 0.027204221114516258, 0.03116726502776146, -0.017079705372452736, 0.01579304039478302, 0.021660547703504562, -0.03145207092165947, -0.012481953017413616, 0.0032649182248860598, -0.03502563759684563, -0.017970476299524307, -0.04379704222083092, 0.04555583745241165, -0.012848756276071072, 0.03661537542939186, 0.054067835211753845, 0.014863275922834873, 0.040592510253190994, -0.0020582880824804306, 0.019956523552536964, -0.020611200481653214, -0.04579049348831177, 0.010208077728748322, 0.02308526821434498, 0.014248314313590527, -0.04962819069623947, 0.4579851031303406, -0.034054696559906006, -0.01685921661555767, 0.09526975452899933, 0.05049395188689232, -0.014794789254665375, 0.007798518519848585, 0.006571599747985601, -0.0363653227686882, 0.05457138270139694, -0.0008661232423037291, 0.009287958964705467, 0.038682375103235245, 0.02665567211806774, -0.039016302675008774, -0.003032467793673277, 0.02814314514398575, -0.02012641169130802, 0.018447350710630417, -0.0009812477510422468, 0.015566946007311344, -0.015437972731888294, 0.012962580658495426, 0.029683321714401245, 0.017658991739153862, -0.037402451038360596, -0.0069792615249753, 0.008496054448187351, 0.04387052357196808, 0.03358534350991249, -0.028360478579998016, 0.06835034489631653, -0.031068751588463783, -0.05749204009771347, -0.010548555292189121, 0.008968907408416271, -0.009216535836458206, 0.04390387237071991, -0.013918000273406506, -0.024677075445652008, 0.05376248061656952, 0.02565796673297882, 0.00048180288285948336, 0.016932412981987, -0.04325978830456734, -0.022769933566451073, 0.14338980615139008, 0.009923625737428665, -0.029708486050367355, -0.01943681761622429, -0.021068792790174484, -0.026235943660140038, -0.000981849618256092, 0.012342494912445545, -0.04028856009244919, 0.02009199559688568, 0.005732781253755093, 0.06536485254764557, -0.01775336265563965, -0.06485708802938461, 0.007815442979335785, -0.011902931146323681, 0.00701533630490303, -0.06811098009347916, 0.03779089078307152, 0.07455147057771683, -0.10823434591293335, -0.019562283530831337, -0.006090875249356031, 0.01986525021493435, -0.06972494721412659, -0.006127177271991968, 0.006258093751966953, -0.006654520984739065, 0.027509229257702827, 0.06955058127641678, -0.04085061326622963, -0.049495548009872437, 0.006729183718562126, 0.05405277758836746, 0.0005166861810721457, 0.05555421859025955, 0.019507700577378273, -0.018743090331554413, -0.034433428198099136, -0.014426996000111103, -0.05263508856296539, -0.03440384566783905, -0.029376734048128128, -0.041427068412303925, -0.006242287810891867, -0.02880222164094448, 0.013730882667005062, -0.08125468343496323, 0.08423074334859848, -0.024238167330622673, -0.01678222231566906, 0.01894727721810341, -0.021499497815966606, -0.048670846968889236, -0.009389279410243034, -0.09528724104166031, 0.04926082119345665, -0.027006883174180984, 0.004410568159073591, -0.06764804571866989, 0.009512328542768955, 0.04414307326078415, -0.03403831645846367, 0.09358007460832596, 0.06529689580202103, -0.041028425097465515, -0.06649557501077652, 0.003602610668167472, 0.043802350759506226, 0.006286742631345987, 0.0035959749948233366, 0.0043802037835121155, 0.030697066336870193, -0.026000507175922394, 0.02793721854686737, -0.01900039054453373, 0.03695937246084213, -0.028591971844434738, -0.3337801694869995, -0.026888931170105934, -0.018834959715604782, -0.006960365455597639, 0.03076154738664627, -0.011828994378447533, 0.012973377481102943, 0.011339334771037102, -0.049508899450302124, 0.004233403597027063, 0.10276187211275101, -0.01598747819662094, -0.026236984878778458, -0.0601024404168129, -0.012794068083167076, 0.022794298827648163, -0.05179009959101677, -0.024118565022945404, -0.05505756661295891, -0.014801890589296818, 0.032405786216259, 0.021303245797753334, -0.03541319817304611, -0.025456668809056282, 0.02170547842979431, -0.05111514404416084, 0.10247692465782166, -0.018817376345396042, 0.09172999858856201, -0.005404400639235973, 0.011522750370204449, 0.025650283321738243, 0.019883815199136734, -0.08433257043361664, 0.02901817113161087, -0.012798204086720943, 0.014853140339255333, -0.0589628592133522, 0.005718681495636702, -0.022321688011288643, -0.044113583862781525, 0.011565500870347023, -0.0781957358121872, -0.041218772530555725, -0.05924380570650101, -0.009126986376941204, -0.04052309691905975, 0.006311770528554916, -0.03554167598485947, 0.06124618649482727, 0.0036667922977358103, 0.01898915134370327, 0.02288028970360756, -0.0018198565812781453, -0.013337843120098114, -0.04030800610780716, -0.1035202145576477, 0.04563597962260246, -0.013510383665561676, 0.0032325575593858957, 0.021553443744778633, 0.04052269458770752, 0.0262430552393198, -0.02951345592737198, 0.008564584888517857, -0.02742139995098114, 0.019359031692147255, 0.008504564873874187, 0.035066038370132446, -0.019203202798962593, 0.015323515981435776, 0.06450296193361282, 0.007964342832565308, -0.022587228566408157, 0.02151133306324482, 0.012728706002235413, -0.023022906854748726, 0.010977186262607574, 0.0013184413546696305, -0.0342339463531971, 0.01477213017642498, -0.048834897577762604, 0.01795353554189205, -0.010850876569747925, 0.011138136498630047, 0.006282097660005093, 0.007549194153398275, -0.03990142419934273, 0.06993721425533295, 0.014434381388127804, -0.047560468316078186, -0.006557383108884096, -0.04231167584657669, -0.03210094943642616, 0.07887952774763107, 0.01119539886713028, -0.24443286657333374, 0.0368112251162529, 0.031239010393619537, 0.025179797783493996, -0.012815306894481182, 0.055404603481292725, 0.010574229061603546, -0.05515574291348457, 0.009327935986220837, 0.006768963299691677, 0.025922482833266258, -0.007750830613076687, 0.020021192729473114, 0.0038109265733510256, 0.027524495497345924, -0.0013645720900967717, 0.06541924178600311, -0.020977482199668884, 0.04418131336569786, -0.019669588655233383, -0.004170230124145746, 0.002211238956078887, 0.165978342294693, 0.00444312347099185, 0.04420371353626251, 0.027284402400255203, -0.018742641434073448, 0.00003160984124406241, 0.04543352872133255, 0.030751245096325874, 0.02451017126441002, 0.0076363482512533665, 0.03234127536416054, 0.0030072813387960196, 0.012869344092905521, -0.044965680688619614, -0.031755946576595306, 0.02462701126933098, 0.04722536355257034, 0.02822316251695156, 0.03009744919836521, -0.020375069230794907, 0.004993217531591654, 0.04116218537092209, 0.08672035485506058, 0.015410526655614376, -0.027985380962491035, -0.07445351779460907, -0.060543447732925415, -0.016338350251317024, -0.049048300832509995, -0.0070174094289541245, 0.008100729435682297, -0.00520514789968729, 0.051115166395902634, 0.04276083782315254, 0.045317165553569794, -0.02720113843679428, -0.0163310244679451, -0.003744447370991111, -0.008272327482700348, -0.025218632072210312, 0.07096274942159653, 0.04281507059931755, 0.032981835305690765 ]
[ -0.001547807129099965, 0.008794127963483334, 0.007490372750908136, 0.0034724087454378605, -0.012021942064166069, -0.012969572097063065, -0.012803512625396252, 0.020098034292459488, 0.002018262865021825, 0.006599665619432926, -0.01728682592511177, 0.012787691317498684, 0.01063953060656786, -0.026995554566383362, 0.023812774568796158, 0.002945308107882738, 0.019631830975413322, -0.012638073414564133, 0.035630036145448685, 0.025637825950980186, -0.007033107336610556, -0.01311393640935421, -0.034879766404628754, 0.013340477831661701, -0.005101929884403944, -0.009256672114133835, -0.03360108286142349, -0.001954105217009783, 0.03014805167913437, -0.1370137482881546, -0.04966280981898308, -0.0034180046059191227, 0.014895251952111721, 0.029040366411209106, 0.0206524059176445, 0.03174801915884018, 0.019761644303798676, 0.028842197731137276, -0.012226857244968414, -0.002246561925858259, -0.005947298835963011, -0.012731664814054966, 0.005415768828243017, 0.010428456589579582, 0.004453089088201523, 0.014170244336128235, 0.0013570655137300491, -0.06384937465190887, -0.01294628530740738, 0.018023140728473663, -0.07182684540748596, -0.04079602286219597, -0.013404780998826027, -0.0013158867368474603, 0.03565255552530289, 0.01007167436182499, 0.03927072137594223, -0.013551891781389713, 0.007144400384277105, 0.0023134092334657907, 0.017744671553373337, -0.02805846370756626, -0.0555550791323185, -0.026011914014816284, -0.0011039809323847294, 0.00950077548623085, -0.01880635693669319, 0.010733346454799175, -0.03757154196500778, 0.0009574631112627685, 0.0011450330493971705, -0.01484233234077692, -0.01297717820852995, -0.07056646794080734, 0.023598050698637962, 0.015394301153719425, -0.003976465668529272, -0.04341374337673187, 0.0326400101184845, -0.010853338986635208, -0.047546569257974625, 0.03793517127633095, 0.013368598185479641, -0.02493962086737156, -0.02027924545109272, 0.011172532103955746, 0.022656075656414032, -0.01878604292869568, 0.030111605301499367, 0.012827674858272076, -0.04295514151453972, 0.02862265147268772, -0.0013767306227236986, -0.0030677285976707935, -0.06953410804271698, 0.008722377009689808, -0.020096363499760628, -0.030758483335375786, 0.0063496180810034275, 0.8429081439971924, -0.014766243286430836, 0.00952984020113945, 0.06582053750753403, -0.025423070415854454, -0.018819492310285568, -0.018470657989382744, 0.007873215712606907, -0.011702724732458591, 0.01640155538916588, -0.026814615353941917, -0.008510235697031021, 0.02499079331755638, 0.02065568044781685, 0.02429262362420559, 0.015705915167927742, 0.012282934039831161, 0.014938215725123882, -0.014791307039558887, -0.045934103429317474, -0.01330307126045227, 0.015327729284763336, 0.010876040905714035, 0.006643986329436302, -0.010049865581095219, 0.016677256673574448, -0.18751725554466248, -0.006484166719019413, -9.318272288662894e-33, 0.040542855858802795, -0.0066456180065870285, 0.007462773937731981, -0.0013760784640908241, 0.008786892518401146, -0.014446322806179523, 0.024738190695643425, 0.02228207141160965, -0.03647236526012421, 0.0002435693022562191, -0.022453831508755684, -0.03677929937839508, 0.020173441618680954, 0.0333959199488163, 0.01868927851319313, -0.045800335705280304, -0.009158222936093807, 0.04014476761221886, -0.035004425793886185, 0.033749666064977646, 0.041885048151016235, -0.009343954734504223, -0.020092429593205452, -0.006800204515457153, -0.0018515372648835182, 0.009370526298880577, 0.003933638799935579, 0.01864437572658062, -0.004733475390821695, -0.047252342104911804, -0.023836443200707436, 0.025682011619210243, -0.026633715257048607, 0.013431369327008724, -0.002942148596048355, -0.051511019468307495, -0.039273250848054886, 0.01853252202272415, 0.014674236066639423, 0.0030185915529727936, -0.021533982828259468, 0.009305717423558235, -0.020592445507645607, -0.018450459465384483, 0.0064281378872692585, 0.04084619879722595, 0.01768016628921032, -0.0013350836234167218, 0.011551883071660995, -0.04244132339954376, 0.0033444182481616735, 0.015607505105435848, 0.012573594227433205, 0.037021562457084656, 0.0034515007864683867, 0.0016359988367184997, 0.008629213087260723, 0.017026979476213455, -0.018376823514699936, 0.022387489676475525, 0.007050315849483013, 0.01760437712073326, -0.022223269566893578, 0.007312219589948654, -0.02804148569703102, 0.011292669922113419, 0.017995139583945274, 0.02436056174337864, 0.040559422224760056, -0.025373592972755432, -0.04212784394621849, -0.003923209849745035, 0.012469779700040817, -0.025150755420327187, 0.015717491507530212, -0.01838858798146248, -0.023977676406502724, 0.046726059168577194, -0.03439425304532051, 0.03218894451856613, 0.006682429928332567, 0.03202328458428383, -0.03449293598532677, -0.04769259691238403, -0.023526353761553764, 0.030573271214962006, 0.006858669687062502, -0.003034064779058099, -0.024496888741850853, 0.024710632860660553, -0.007688689976930618, -0.02387949265539646, -0.021177124232053757, 0.002944978652521968, -0.026324205100536346, 8.811565163165378e-33, 0.005910500418394804, -0.047024551779031754, -0.01397682260721922, -0.008578948676586151, 0.06770040094852448, -0.014817966148257256, 0.021481914445757866, -0.01811927743256092, -0.040551912039518356, 0.0359647236764431, 0.006619073450565338, -0.02645767666399479, -0.025097263976931572, 0.05467773973941803, 0.019231367856264114, -0.020932750776410103, 0.013053739443421364, -0.03545746952295303, 0.03677527979016304, -0.005441745743155479, 0.021363843232393265, -0.022220371291041374, -0.004460732452571392, 0.03977878391742706, 0.041035979986190796, 0.06022517383098602, -0.031178399920463562, 0.000589689880143851, 0.014415177516639233, 0.00432622479274869, 0.011212470941245556, 0.002644121181219816, -0.0029273219406604767, 0.009828473441302776, 0.006483794655650854, 0.010708860121667385, -0.04165497049689293, -0.02418399788439274, 0.009676252491772175, -0.008243856020271778, -0.0018172931158915162, -0.02079286426305771, 0.02068054862320423, 0.028477614745497704, 0.010225741192698479, 0.00038231859798543155, 0.012519924901425838, -0.053378548473119736, -0.026441358029842377, 0.005710054188966751, 0.02169697731733322, 0.011081816628575325, 0.00789625383913517, 0.02477858029305935, -0.0032476340420544147, -0.012623063288629055, 0.01254582591354847, -0.03247953578829765, -0.003923830110579729, -0.010199964046478271, -0.00539489695802331, -0.014934349805116653, -0.036159127950668335, 0.016705753281712532, -0.026203345507383347, 0.037621282041072845, 0.04367867857217789, -0.004537574481219053, -0.032529331743717194, 0.017790034413337708, -0.032816264778375626, 0.011674324050545692, 0.005822417326271534, 0.053902268409729004, -0.025219662114977837, -0.019300751388072968, -0.027789894491434097, 0.00003865879261866212, -0.009033337235450745, -0.010040638037025928, 0.012836712412536144, -0.014508766122162342, 0.025645393878221512, 0.02514883689582348, 0.0003288396983407438, 0.010709204711019993, -0.009973178617656231, 0.03044857457280159, -0.005231534130871296, -0.03494970127940178, -0.007311774417757988, -0.031430430710315704, 0.007097382564097643, -0.005414664279669523, 0.0002563268644735217, -1.4488492183772905e-8, 0.004336690995842218, 0.012736987322568893, -0.009772616438567638, 0.013350614346563816, -0.0015185052761808038, -0.01029932126402855, -0.012806500308215618, 0.03541715443134308, -0.0028472887352108955, 0.04606710374355316, 0.03735846281051636, -0.03537760302424431, 0.005551609676331282, -0.011211410164833069, 0.025902900844812393, -0.03760377690196037, -0.02376224473118782, 0.0077486722730100155, 0.046803973615169525, -0.012738638557493687, 0.007106199394911528, 0.039438646286726, -0.044220685958862305, 0.03100147657096386, 0.003069878090173006, -0.007366442587226629, -0.024657346308231354, -0.0688466802239418, 0.012137222103774548, 0.004304305650293827, 0.03362163156270981, -0.0017406217521056533, -0.047940026968717575, 0.02532852068543434, -0.0018166758818551898, -0.04166816547513008, 0.050446346402168274, 0.019782554358243942, 0.015067697502672672, 0.018040047958493233, -0.01801866479218006, 0.029649652540683746, -0.005201772321015596, -0.03313587233424187, -0.0026816711761057377, 0.016852466389536858, -0.03861479088664055, -0.031951628625392914, 0.012279467657208443, -0.03952860087156296, 0.02418443188071251, 0.01590432971715927, 0.026264604181051254, 0.04683954268693924, -0.012338240630924702, 0.011470939964056015, -0.02091684564948082, -0.013909776695072651, -0.020597759634256363, 0.015661494806408882, 0.01893255114555359, 0.028872212395071983, 0.005956585984677076, -0.023652127012610435 ]
lean-big-picture-over-local-optimisations
https://markhneedham.com/blog/2009/04/14/lean-big-picture-over-local-optimisations
false
2009-04-22 06:50:43
The Five Dysfunctions of a Team: Book Review
[ "books", "teams", "book-review" ]
[ "Books" ]
== The Book http://www.amazon.co.uk/Five-Dysfunctions-Team-Leadership-Fable/dp/0787960756/ref=sr_1_1?ie=UTF8&s=books&qid=1240314513&sr=8-1[The Five Dysfunctions of a Team] by Patrick Lencioni == The Review I heard about this book a while ago but I was intrigued to actually get a copy http://twitter.com/dcotterill/status/1554291688[by Darren Cotterill], the Iteration Manager on the project I'm working on at the moment. I was particularly interested in learning whether the ideas of agile and/or lean help to solve any of these dysfunctions. == What did I learn? * The book is split into two sections. In the first section a story is told about an organisation with a dysfunctional team and the dysfunctions are gradually introduced. The second section covers them in more detail and provides ways to overcome. The dysfunctions are as follows: .. Absence of Trust - team members are unwilling to be vulnerable within the group .. Fear of Conflict - team cannot engage in unfiltered and passionate debate of ideas .. Lack of Commitment - team members rarely have buy in or commit to decisions .. Avoidance of Accountability - team members don't call their peers on actions/behaviours which hurt the team .. Inattention to Results - team members put their individual needs before those of the team * One of the most interesting arguments the book raises is around getting everyone to be focused on the same goal whereby the *collective ego gets precedence over individual egos*. This requires a *lack of politics* which is defined as 'when people choose their words and actions based on how they want others to react rather than what they really think'. This idea also seems similar to the idea in lean thinking of http://www.markhneedham.com/blog/2009/04/14/lean-big-picture-over-local-optimisations/[favouring the big picture over local optimisations] - the team as a whole succeeding is more important than any individual success. * The other danger of individual goals being favoured over those of the collective is identified as being *specialism* in teams whereby everyone is responsible for their part and noone else knows anything about it. http://www.markhneedham.com/blog/category/pair-programming/[Pair programming] with frequent rotation is one approach that we can use in software development teams to help avoid this specialisation as well as encouraging team members to become http://www.markhneedham.com/blog/2008/08/11/does-generalising-specialist-mean-you-cant-be-the-best/[generalising specialists] rather than expert in just one area. * The ideas around healthy conflict are quite interesting. Meetings should have *some level of conflict otherwise we probably just have false harmony*. This sounds a little similar to the idea in lean that 'no problem is a problem' - i.e. we shouldn't keep things to ourself but instead get them out there and find a way to solve the problem. The author also points out that conflict is never going to feel comfortable but that doesn't mean that we shouldn't engage in it. * I particularly liked the ideas for creating trust on a team - team members are given the opportunity to share some information about themselves including their greatest strength and weakness in relation to the team. I've not seen this explicitly done on any teams I've worked on but I think that when pair programming people do share this kind of information so maybe we do actually get some of the benefits of this approach. The idea is that team members should be 'confident that their peers intentions are good'. Reading this reminded me of the http://www.retrospectives.com/pages/retroPrimeDirective.html[retrospective prime directive]. * An idea which I don't completely agree with is that we should look to make decisions because 'a decision is better than no decision' - the author claims that not making decisions can lead to a lack of confidence in the team and that dysfunctional teams wait until they have enough data to be certain that their decision is correct. He does then go on to point out that if the decision is wrong then we should not be afraid to change it which I do agree with. In software development teams though I question the value of making decisions too early - there is some value in following an approach such as http://xp123.com/xplor/xp0611/index.shtml[set based concurrent engineering] where we try out several approaches before converging on the actual solution later on. == In Summary I found this book really interesting and I could definitely relate to some of the the things that were talked about. I think lean/agile ideas do solve some of the problems but certainly not all of them and it would definitely be interesting to try out some of the exercises suggested on future teams I work on.
null
null
[ 0.011306793428957462, 0.00937951635569334, -0.02807481959462166, 0.027653053402900696, 0.06539362668991089, -0.005946249235421419, 0.04549435153603554, 0.044185571372509, 0.0241718627512455, -0.014835147187113762, -0.02353399619460106, -0.0023040282540023327, -0.05578991770744324, 0.012718947604298592, -0.055900439620018005, 0.07614609599113464, 0.06909946352243423, 0.033228468149900436, -0.0036310076247900724, 0.0008874770719558001, 0.06256252527236938, 0.09122353792190552, 0.03321043401956558, 0.03978525847196579, 0.05389315262436867, -0.00657230569049716, 0.03874405473470688, -0.022056249901652336, -0.030649710446596146, 0.005743274465203285, 0.025667492300271988, -0.02404835633933544, 0.013975806534290314, 0.007042255252599716, 0.03245087340474129, -0.029035113751888275, -0.0074727716855704784, 0.01539964135736227, 0.01889701560139656, -0.009785285219550133, -0.06858494132757187, 0.037246011197566986, -0.024618634954094887, 0.018129264935851097, -0.041674237698316574, 0.03208271414041519, -0.028178812935948372, 0.030466623604297638, 0.000644475978333503, 0.0023857776541262865, -0.05063464120030403, 0.017551444470882416, 0.00896921195089817, -0.024965574964880943, -0.022479508072137833, 0.03970205411314964, -0.004190764389932156, -0.042730797082185745, 0.006445025093853474, -0.0562007799744606, -0.02060479111969471, 0.004789646249264479, 0.004276054445654154, 0.046785544604063034, 0.027702556923031807, -0.032364945858716965, 0.0027207834646105766, 0.04748552292585373, -0.05164555460214615, 0.007490681018680334, -0.04682048410177231, 0.009380482137203217, -0.026972617954015732, -0.004800931550562382, 0.002840596716850996, -0.060975175350904465, 0.02194223366677761, 0.07123511284589767, 0.028117520734667778, 0.058799970895051956, 0.01051369123160839, 0.03988981619477272, 0.0033364915288984776, 0.020270923152565956, -0.04393776133656502, -0.035977803170681, 0.010309815406799316, -0.031202342361211777, -0.0621761716902256, 0.06858274340629578, -0.005486597307026386, -0.057822275906801224, -0.005001322366297245, 0.04863741621375084, 0.0008504217257723212, -0.004078359343111515, 0.04805242270231247, 0.005350368097424507, -0.023519273847341537, -0.042859695851802826, -0.01818629913032055, -0.02565297670662403, -0.002875996520742774, 0.008181861601769924, -0.08377517759799957, 0.015850985422730446, -0.0020519557874649763, -0.017861850559711456, -0.010672948323190212, 0.004733347799628973, -0.026963410899043083, 0.018564950674772263, -0.044640347361564636, 0.007767829578369856, -0.0747114047408104, 0.06775356084108353, 0.013516458682715893, -0.014277918264269829, -0.005866667255759239, 0.02520236186683178, 0.041257426142692566, 0.01622871309518814, -0.004941452294588089, 0.07790227234363556, -0.009376873262226582, 0.010194031521677971, -0.03878878802061081, 0.04875694215297699, -0.014525986276566982, -0.04310571029782295, -0.024213500320911407, 0.057963013648986816, -0.05815792828798294, -0.0007618320523761213, -0.011990574188530445, -0.03331993892788887, 0.013818486593663692, 0.018116571009159088, 0.02184218354523182, 0.04779617488384247, 0.007075693923979998, -0.03395944833755493, -0.0009974830318242311, 0.03272593021392822, 0.03123028390109539, -0.01168124657124281, 0.0030379125382751226, -0.026940304785966873, -0.03372351452708244, -0.01981671340763569, 0.016196206212043762, 0.00033290841383859515, 0.039639879018068314, -0.03358274698257446, 0.018293144181370735, 0.09741045534610748, 0.06814522296190262, 0.0028140731155872345, -0.021958325058221817, 0.03660150617361069, 0.047693464905023575, 0.028507022187113762, 0.027654405683279037, 0.02257143333554268, 0.01882636733353138, -0.020601652562618256, -0.00642324797809124, 0.032156120985746384, 0.010025735013186932, -0.007135581225156784, -0.03350144624710083, -0.06590113788843155, 0.026960963383316994, -0.0322691984474659, -0.003924268763512373, 0.05416490510106087, 0.05214652419090271, 0.0445648729801178, 0.04394511133432388, 0.019125554710626602, -0.07824687659740448, 0.05314807593822479, 0.0222574882209301, 0.02226005308330059, 0.04270665720105171, -0.020804475992918015, 0.059440623968839645, 0.02670181915163994, 0.01794877089560032, 0.0479205846786499, -0.08468624949455261, -0.0977265015244484, 0.008488158695399761, -0.007736680097877979, 0.059361714869737625, -0.060584284365177155, 0.024525703862309456, 0.06604918837547302, 0.016853731125593185, 0.04289666563272476, 0.0014240812743082643, -0.010168072767555714, 0.004514728672802448, -0.02192453108727932, -0.04944074526429176, 0.07739682495594025, 0.024842120707035065, 0.022959120571613312, -0.030286384746432304, 0.023602712899446487, -0.018246864899992943, 0.004928047768771648, 0.016958028078079224, -0.00700044259428978, 0.04365440830588341, -0.025565044954419136, 0.05191115289926529, -0.006339044310152531, 0.05525807663798332, -0.039886098355054855, 0.023554768413305283, 0.00522959278896451, -0.019680730998516083, 0.02213934250175953, -0.013591215014457703, 0.10679524391889572, 0.06587822735309601, -0.03971600532531738, -0.03966936096549034, 0.03119122050702572, 0.018895041197538376, -0.02751992642879486, -0.006623506546020508, 0.012557457201182842, -0.002095195697620511, -0.0043350826017558575, -0.05607783421874046, -0.039634913206100464, 0.03333790972828865, -0.05827674642205238, -0.0005389834404923022, 0.043096575886011124, 0.0042532361112535, 0.07130090892314911, 0.018268896266818047, -0.022208500653505325, -0.013424115255475044, 0.01027631014585495, -0.05610555410385132, -0.00015293907199520618, -0.00815082062035799, -0.0281527079641819, 0.04299464076757431, -0.027862487360835075, -0.02931072562932968, -0.0395786426961422, -0.027727771550416946, 0.04010804370045662, 0.07452169805765152, 0.058634839951992035, -0.03611559420824051, 0.06027407571673393, -0.03025313839316368, 0.01310855895280838, 0.007121282629668713, -0.020614463835954666, -0.0572236068546772, -0.02540239505469799, -0.003938003443181515, -0.018493210896849632, 0.007782146334648132, 0.008500704541802406, 0.0007548190769739449, 0.02699248120188713, -0.010995485819876194, 0.01389503013342619, 0.03338449075818062, -0.000798602937720716, 0.022623760625720024, -0.015009541995823383, -0.02239551953971386, 0.046556174755096436, -0.022068966180086136, -0.01847841776907444, 0.005744957365095615, -0.09110352396965027, 0.03326753154397011, -0.047470901161432266, -0.025138987228274345, -0.002379912883043289, 0.028987985104322433, 0.02877936139702797, 0.036554303020238876, 0.0038956310600042343, 0.03342635557055473, 0.009349245578050613, -0.013716730289161205, 0.02342766709625721, 0.004850946366786957, 0.04627007246017456, 0.023408684879541397, 0.006616476457566023, 0.044605400413274765, -0.03157429397106171, 0.0095121581107378, -0.054860424250364304, 0.024050181731581688, -0.03431899845600128, -0.26625967025756836, 0.044832225888967514, 0.008512705564498901, -0.03208940848708153, 0.03160567209124565, -0.03488330915570259, 0.008113720454275608, -0.06965615600347519, -0.03543444722890854, 0.03729768097400665, -0.032881610095500946, -0.03254353627562523, -0.0012948355870321393, 0.03378530591726303, 0.00921107828617096, 0.011469833552837372, 0.03854719549417496, -0.02660258300602436, -0.0064885588362813, 0.06747115403413773, -0.01394077017903328, -0.05625253543257713, -0.023606255650520325, 0.021881351247429848, 0.04557884857058525, 0.07387571036815643, -0.04779491946101189, 0.034338027238845825, -0.05813026800751686, -0.014536549337208271, 0.00012051178055116907, 0.008174052461981773, -0.00022630927560385317, -0.029800504446029663, -0.0009597217431291938, -0.03639611974358559, 0.04413667693734169, -0.000019959448763984255, -0.014819183386862278, 0.002195633016526699, -0.02834954299032688, -0.035426992923021317, 0.01738557778298855, 0.010498128831386566, 0.0736934244632721, 0.04083602875471115, -0.08411223441362381, -0.014087826013565063, -0.029355864971876144, 0.08497695624828339, -0.032987840473651886, -0.03442753851413727, -0.00005183523171581328, 0.031621966511011124, 0.012014973908662796, -0.026907773688435555, -0.00114700966514647, -0.03434337303042412, -0.035986609756946564, -0.031099865213036537, -0.025235150009393692, -0.01904001645743847, -0.011442568153142929, -0.04623599722981453, -0.03968619182705879, -0.05502844229340553, -0.04953935742378235, -0.02237636409699917, 0.04657118022441864, -0.00816719327121973, -0.0565168634057045, -0.002073812996968627, -0.017740055918693542, -0.0842892974615097, -0.0231301449239254, 0.0014413209864869714, -0.01726817525923252, 0.005894261412322521, 0.00398211507126689, 0.045771900564432144, -0.03445814177393913, -0.03662748262286186, -0.000359948055120185, 0.012719905935227871, 0.04120112955570221, -0.0009466619230806828, 0.053122375160455704, 0.019921600818634033, -0.041016045957803726, 0.006836168002337217, 0.06834239512681961, 0.023751502856612206, -0.03590576350688934, -0.005073510576039553, 0.029014816507697105, -0.004326935391873121, 0.0017364753875881433, -0.017629897221922874, -0.007670986466109753, 0.020946981385350227, -0.00878105778247118, -0.027109164744615555, 0.008797353133559227, -0.00922072771936655, -0.03987837955355644, -0.007694411091506481, -0.05408918112516403, 0.011073203757405281, 0.0369991771876812, 0.004648793488740921, 0.02521372400224209, -0.03368528559803963, 0.03607553988695145, -0.03763069584965706, -0.012093767523765564, -0.03830835595726967, 0.01506406906992197, 0.07243001461029053, -0.00984886009246111, 0.00010294359526596963, -0.06602737307548523, 0.011944573372602463, -0.048076365143060684, -0.04671387001872063, -0.07731131464242935, -0.0047774468548595905, -0.011681104078888893, -0.03675554692745209, 0.023146100342273712, 0.01515441108494997, -0.019846592098474503, 0.010873927734792233, 0.04390541836619377, -0.037118926644325256, 0.011831545270979404, -0.05659281834959984, -0.08948298543691635, -0.0329444445669651, -0.025634890422225, 0.005223603919148445, 0.0033356526400893927, 0.023753641173243523, -0.0302641149610281, 0.009353437460958958, 0.03999175503849983, 0.016316959634423256, -0.013533752411603928, -0.017222320660948753, 0.019756309688091278, 0.04003097116947174, 0.013854159973561764, -0.03614725545048714, 0.034113623201847076, -0.03802162781357765, -0.007353886961936951, -0.0021060698200017214, 0.012929977849125862, -0.017231067642569542, -0.022588783875107765, -0.011367895640432835, -0.0008654420962557197, -0.040932606905698776, -0.023649051785469055, -0.03478750213980675, 0.035220157355070114, 0.05771029368042946, -0.017865024507045746, -0.003986004274338484, -0.015951702371239662, -0.006737605202943087, 0.024602318182587624, 0.005631995853036642, -0.04676751047372818, 0.006189875770360231, -0.011042480356991291, 0.011384626850485802, 0.019673198461532593, 0.006606172304600477, 0.022132787853479385, 0.0018220205092802644, -0.005578038282692432, -0.029750987887382507, 0.01926364377140999, 0.00006476001726696268, 0.03162158280611038, 0.02888748236000538, -0.003762672422453761, -0.022928724065423012, -0.02551463060081005, -0.03996734693646431, -0.02920149639248848, -0.018449686467647552, -0.0026335520669817924, 0.007432323414832354, -0.05358344316482544, -0.059637341648340225, 0.04119132086634636, 0.007153785787522793, 0.007543318904936314, 0.017003759741783142, -0.013244354166090488, 0.0209143478423357, -0.051208436489105225, 0.00791127048432827, 0.05313299596309662, -0.0705401748418808, 0.004387478809803724, -0.014821895398199558, -0.01757163181900978, 0.023169025778770447, -0.010180046781897545, -0.04451068118214607, -0.02173881232738495, -0.02981237880885601, 0.024134917184710503, -0.09263862669467926, -0.0005836479249410331, -0.06083280220627785, 0.005230027716606855, 0.013497005216777325, 0.02212083525955677, -0.03449410945177078, -0.02003118209540844, -0.029684914276003838, -0.019509989768266678, 0.017706625163555145, -0.023781733587384224, -0.0036159816663712263, 0.02710144594311714, -0.042957425117492676, -0.020116474479436874, -0.015690114349126816, 0.026412352919578552, 0.008210981264710426, -0.02298126183450222, -0.008527321740984917, -0.032595496624708176, -0.010413538664579391, 0.012215825729072094, 0.03354335576295853, -0.019253278151154518, -0.02022010274231434, -0.020716514438390732, -0.021607201546430588, -0.03907634690403938, -0.005711582489311695, -0.017093084752559662, -0.018905123695731163, 0.04052305594086647, 0.07046341896057129, 0.02315668947994709, 0.020360326394438744, 0.0011211703531444073, -0.028279654681682587, 0.06017676368355751, -0.030081335455179214, -0.037087760865688324, -0.025227073580026627, -0.03466597944498062, 0.009509534575045109, 0.006261836737394333, 0.020702576264739037, -0.045869581401348114, 0.03204602748155594, 0.023792173713445663, 0.044964008033275604, 0.041537899523973465, 0.00008128214540192857, 0.03259044885635376, -0.05982568487524986, -0.0058555155992507935, -0.07864724099636078, -0.015558871440589428, 0.0009788406314328313, -0.004746017977595329, -0.007860266603529453, -0.0076095289550721645, -0.05192029848694801, 0.05307856202125549, -0.09067805111408234, -0.009697778150439262, 0.04277774691581726, -0.005839647259563208, 0.0006786786252632737, 0.04576456919312477, -0.06026368588209152, 0.0178361926227808, 0.005955684930086136, -0.05210994556546211, -0.022097148001194, -0.019293619319796562, 0.04203256592154503, -0.01997663453221321, 0.011187734082341194, -0.036905378103256226, 0.002457293914631009, 0.07200749218463898, 0.020832542330026627, 0.013015536591410637, 0.058790694922208786, -0.0176723413169384, 0.03434870019555092, 0.020345086231827736, 0.027237944304943085, -0.006432265508919954, 0.03208192437887192, -0.032448623329401016, -0.07303936034440994, 0.032257262617349625, -0.014174293726682663, -0.024821944534778595, -0.046169862151145935, 0.05998411774635315, 0.0037898786831647158, -0.025471286848187447, -0.03878951072692871, -0.016741879284381866, -0.043978847563266754, -0.012583465315401554, -0.007288373541086912, 0.0074616167694330215, -0.04026588052511215, 0.04505445063114166, -0.015603763051331043, 0.017209449782967567, 0.06127543747425079, -0.014475644566118717, -0.016636477783322334, 0.00021742761600762606, 0.09616061300039291, 0.09143457561731339, 0.05798489972949028, 0.020214788615703583, 0.07576317340135574, 0.01333483587950468, -0.05170199275016785, 0.021708328276872635, -0.002807552693411708, -0.009453889913856983, -0.009881219826638699, 0.009804808534681797, 0.04418947547674179, -0.018708905205130577, 0.05976248160004616, 0.004513467662036419, -0.04438593238592148, -0.005075324326753616, 0.0441301167011261, 0.012024841271340847, 0.08085224032402039, -0.002817504806444049, 0.035623881965875626, -0.014518704265356064, -0.04475324600934982, 0.029262373223900795, -0.01029020082205534, 0.0017127005849033594, 0.028116868808865547, -0.02478792890906334, 0.020490989089012146, 0.017476225271821022, 0.01470719464123249, 0.08149345964193344, -0.02856510877609253, 0.00398009130731225, -0.0032219327986240387, 0.009529813192784786, -0.01627391204237938, 0.013234046287834644, -0.03280531242489815, -0.019490724429488182, -0.026390662416815758, -0.026649001985788345, -0.05282299593091011, -0.015945788472890854, -0.014670399948954582, 0.045313213020563126, -0.022913755849003792, 0.010773821733891964, 0.01969655230641365, 0.010154993273317814, -0.04320449382066727, -0.04361121729016304, -0.045451756566762924, -0.0471096970140934, -0.03746814280748367, 0.002270242664963007, 0.017886923626065254, -0.0008211842505261302, -0.03427648916840553, -0.014901204034686089, 0.012707722373306751, -0.02589402161538601, 0.02892308309674263, -0.03153356909751892, -0.007497273851186037, -0.01584857702255249, 0.040612440556287766, 0.03230571374297142, 0.003562262747436762, 0.06382866203784943, 0.0040961019694805145, -0.01273543480783701, 0.0308265071362257, 0.022838719189167023, 0.016851691529154778, -0.006263966206461191, 0.026380382478237152, -0.08864126354455948, -0.019504046067595482, 0.03953610360622406, -0.030526038259267807, -0.07115278393030167, 0.032084524631500244, 0.041075970977544785, -0.013750850223004818, 0.035917624831199646, 0.0014032296603545547, 0.003788840491324663, -0.05205031484365463, 0.002822828944772482, 0.002517618937417865, 0.00834089145064354, 0.04239249601960182, -0.04811820387840271, 0.08197379112243652, 0.02801753766834736, -0.007995393127202988, -0.048439871519804, -0.01792202703654766, 0.0019189760787412524, 0.023073310032486916, -0.03572940453886986, -0.007054958958178759, -0.031019335612654686, -0.08853987604379654, 0.0044205873273313046, 0.028850317001342773, -0.03165839985013008, -0.0353894867002964, 0.020712673664093018, -0.005896241404116154, -0.03421317785978317, 0.034380633383989334, -0.03832234814763069, 0.02833309769630432, -0.025545964017510414, -0.009541706182062626, 0.007658269256353378, 0.019680935889482498, 0.02164050005376339, 0.00439918739721179, 0.01862487755715847, -0.05432433634996414, 0.02778596803545952, -0.015927927568554878, 0.003125582356005907, 0.059779442846775055, -0.006816480308771133, 0.015369127504527569 ]
[ -0.0733681246638298, 0.0018894389504566789, 0.00589666748419404, -0.007649566512554884, 0.03450053185224533, -0.01306399330496788, 0.019331296905875206, 0.032343361526727676, -0.008239110000431538, -0.014826782047748566, 0.03197150304913521, -0.023440755903720856, 0.007750745862722397, -0.033150456845760345, 0.047189634293317795, -0.000960014236625284, -0.023864764720201492, -0.08619502931833267, 0.004645701963454485, 0.031429026275873184, -0.014640499837696552, -0.03258155658841133, -0.0363132506608963, 0.01696525700390339, 0.033739637583494186, 0.015093899331986904, 0.021299075335264206, -0.018345346674323082, -0.018406465649604797, -0.17152589559555054, -0.018019400537014008, 0.018763933330774307, 0.04495447129011154, -0.006732165813446045, 0.00812501460313797, 0.07409363240003586, 0.01329402532428503, -0.0016148793511092663, 0.0236719511449337, 0.04533521458506584, 0.03538531810045242, 0.027910903096199036, -0.03639639914035797, -0.02380870282649994, 0.03495339676737785, 0.02120736613869667, -0.014321692287921906, -0.041145309805870056, -0.01792726293206215, 0.0011045383289456367, -0.06319110840559006, -0.03184818476438522, -0.015435848385095596, 0.01914067007601261, -0.00897935125976801, 0.03071783296763897, 0.048743654042482376, 0.03980036824941635, 0.006257942412048578, 0.025003191083669662, 0.039060741662979126, -0.027048392221331596, -0.14171934127807617, 0.06305944919586182, 0.05939805135130882, 0.0659116879105568, -0.04992659389972687, 0.007642804179340601, -0.01021517999470234, 0.06675129383802414, -0.005715740844607353, -0.04464637115597725, 0.019330134615302086, 0.01922583021223545, 0.04782402142882347, 0.04184329882264137, 0.0036150363739579916, -0.0005729182157665491, 0.02156365104019642, -0.05004921555519104, -0.013567730784416199, 0.002339873695746064, -0.03146223723888397, -0.02936616726219654, -0.033487576991319656, 0.016920486465096474, -0.0012563837226480246, 0.03774580731987953, 0.01663258671760559, 0.05095396563410759, 0.03035604953765869, 0.034209709614515305, 0.04619944468140602, -0.003090485231950879, -0.07217878103256226, -0.0331985205411911, -0.027605609968304634, 0.005729845724999905, -0.08734569698572159, 0.4599916636943817, -0.003787158988416195, 0.010108960792422295, 0.07434218376874924, 0.04553012177348137, -0.003985201008617878, 0.007367916405200958, 0.04180782288312912, -0.06332259625196457, 0.03444958105683327, 0.011211145669221878, 0.03702138736844063, 0.03128766268491745, 0.05321361869573593, -0.05106080695986748, 0.018630199134349823, 0.015616828575730324, 0.005947730969637632, 0.00568224536255002, -0.016178404912352562, 0.0011436378117650747, -0.0038392269052565098, 0.017139257863163948, 0.03923575207591057, 0.03719110041856766, -0.0363970547914505, -0.0713239312171936, -0.021144993603229523, 0.048672568053007126, 0.05923212319612503, -0.03252342343330383, 0.050414424389600754, -0.013917798176407814, -0.03939800336956978, -0.017264125868678093, -0.0015470313373953104, -0.0007388439844362438, 0.01985256001353264, -0.02457503229379654, 0.003700016997754574, 0.05133453384041786, 0.031031541526317596, -0.04524754360318184, -0.013905978761613369, -0.03842664882540703, -0.060764163732528687, 0.11621704697608948, 0.03922901675105095, -0.037888795137405396, -0.017562750726938248, 0.017506729811429977, -0.01632070168852806, 0.003991482313722372, 0.005649939179420471, -0.04289883002638817, 0.006397044286131859, 0.0001401369518134743, 0.07182629406452179, -0.01469634473323822, -0.04455999284982681, -0.018157988786697388, -0.0298151858150959, -0.01476628053933382, -0.08736023306846619, 0.05789237841963768, 0.0648723840713501, -0.10610628128051758, -0.0316522940993309, -0.009701414033770561, -0.01279603410512209, -0.08177503198385239, -0.0197445135563612, -0.009446593001484871, -0.012081895023584366, 0.049631427973508835, 0.04726751893758774, -0.01563071832060814, -0.005736156832426786, -0.013511519879102707, 0.04434128850698471, 0.0227967556566, 0.04487911984324455, 0.02112625353038311, -0.018027501180768013, 0.0003142923815175891, -0.013321424834430218, -0.018682852387428284, -0.051550641655921936, -0.040015071630477905, -0.01597185619175434, 0.005887249484658241, -0.028928697109222412, -0.02078145369887352, -0.09746120125055313, 0.066222183406353, -0.04015733301639557, -0.022175686433911324, 0.01600620336830616, -0.035642776638269424, -0.04993382841348648, 0.001961009344086051, -0.11017635464668274, 0.02690812572836876, -0.03240010142326355, 0.015616084448993206, -0.06247080862522125, 0.04309256747364998, 0.035680413246154785, -0.041809771209955215, 0.0951649621129036, 0.014940478838980198, -0.05068093538284302, -0.03415374085307121, -0.0034694101195782423, 0.03838244080543518, 0.0009165097726508975, 0.027846651151776314, 0.009826458990573883, 0.03971331939101219, -0.011796994134783745, 0.008424986153841019, 0.010485035367310047, 0.016469692811369896, -0.04107523337006569, -0.32644885778427124, -0.028485650196671486, -0.040207043290138245, -0.022210603579878807, -0.00424572778865695, -0.01346242893487215, 0.021220853552222252, -0.016887813806533813, -0.042373720556497574, 0.028596479445695877, 0.11456465721130371, -0.017654260620474815, -0.021642541512846947, -0.07117210328578949, -0.0020527075976133347, 0.004759651143103838, -0.07231931388378143, -0.013298309408128262, -0.04566841945052147, 0.0031809809152036905, 0.032697249203920364, 0.031101588159799576, -0.03132399171590805, -0.026612522080540657, -0.006293047685176134, -0.038265228271484375, 0.08592014014720917, 0.011942830868065357, 0.06135935336351395, -0.022736042737960815, 0.019538501277565956, 0.044213101267814636, 0.03134601563215256, -0.08157084137201309, 0.02364039421081543, -0.03679146245121956, -0.0019172009779140353, -0.059576768428087234, -0.0062074013985693455, -0.04132167994976044, -0.06266434490680695, 0.03190553933382034, -0.09060646593570709, -0.025093847885727882, -0.10037810355424881, 0.031131507828831673, -0.013801910914480686, -0.022743480280041695, -0.031427957117557526, 0.06307794153690338, 0.017585553228855133, 0.015348197892308235, 0.025619009509682655, 0.012911253608763218, -0.00030333787435665727, -0.026314767077565193, -0.09823323041200638, 0.045194730162620544, -0.015252006240189075, -0.02022792026400566, 0.0159507654607296, 0.0751226544380188, 0.029391610994935036, -0.04469907656311989, 0.018357086926698685, -0.03248608112335205, -0.01624547876417637, 0.017785942181944847, 0.051598407328128815, -0.005714570637792349, -0.011257998645305634, 0.06791631132364273, 0.007607652805745602, -0.031387269496917725, 0.02909936010837555, 0.038623906672000885, -0.03461194783449173, 0.013597780838608742, -0.011785575188696384, -0.010689470916986465, 0.0060774413868784904, -0.039033595472574234, 0.018289802595973015, -0.009223253466188908, 0.004192845895886421, 0.00030213940772227943, -0.037973687052726746, -0.047509219497442245, 0.09345421195030212, 0.019953066483139992, -0.012807328253984451, 0.0038798628374934196, -0.04099152609705925, -0.01485027838498354, 0.07922933250665665, 0.014249518513679504, -0.23676374554634094, 0.01701238751411438, 0.04926534369587898, 0.039261594414711, -0.0012261467054486275, 0.05674013867974281, -0.008175806142389774, -0.04466114938259125, 0.004833064042031765, 0.028396261855959892, 0.07074196636676788, 0.004225238226354122, 0.008908174000680447, -0.025077208876609802, 0.016868971288204193, -0.014106657356023788, 0.06203940883278847, -0.035416025668382645, 0.043985240161418915, 0.01035609096288681, -0.0026878551580011845, -0.0027047886978834867, 0.13733071088790894, 0.00626174733042717, 0.022483965381979942, 0.02126806415617466, 0.007398452144116163, 0.003185007255524397, 0.022112378850579262, 0.008789773099124432, 0.022921795025467873, -0.017063889652490616, 0.022851480171084404, 0.03031342104077339, -0.0028848545625805855, -0.10312336683273315, -0.027835100889205933, 0.043550536036491394, 0.02652263268828392, 0.0009200508357025683, 0.017342353239655495, 0.013143421150743961, 0.018243595957756042, 0.03582083061337471, 0.08657500892877579, 0.0015355943469330668, -0.03716046363115311, -0.057709094136953354, -0.05700166895985603, -0.004912824835628271, -0.03434557095170021, -0.028007926419377327, 0.011875953525304794, 0.0005899241077713668, 0.03730000555515289, 0.05340470373630524, 0.04666534811258316, -0.026447558775544167, 0.020770009607076645, -0.020196370780467987, -0.03003426268696785, -0.002306432230398059, 0.09746535867452621, 0.05394308641552925, 0.03318663313984871 ]
[ 0.002572104102000594, 0.00374216353520751, 0.0006701000966131687, 0.025631677359342575, 0.004874820820987225, 0.010509681887924671, -0.03514663875102997, 0.010564586147665977, 0.015526214614510536, 0.022060690447688103, -0.014864245429635048, 0.040536172688007355, 0.028475623577833176, -0.031213555485010147, 0.02370503544807434, -0.008386747911572456, -0.03055887296795845, -0.01236235536634922, 0.02424326352775097, -0.010075475089251995, -0.010569185018539429, 0.009013448841869831, -0.036844078451395035, 0.030526146292686462, -0.042379505932331085, -0.0046970476396381855, -0.022332319989800453, 0.02974630706012249, 0.012739831581711769, -0.1473100781440735, -0.02840910106897354, -0.03126836195588112, 0.014441324397921562, 0.015729419887065887, -0.0059715937823057175, 0.03132670372724533, 0.032825030386447906, 0.03860385715961456, 0.0025329103227704763, -0.0054565174505114555, -0.004294020123779774, -0.012775626964867115, 0.00817355141043663, -0.025046462193131447, -0.004883997607976198, 0.022368503734469414, -0.033786822110414505, -0.03334422782063484, -0.025565940886735916, -0.011166638694703579, -0.05729471147060394, -0.0151100754737854, 0.0009472331730648875, -0.011326296254992485, 0.02419106289744377, 0.010715288110077381, 0.030913537368178368, -0.012221157550811768, 0.022313710302114487, -0.038961634039878845, 0.04213344678282738, -0.035616446286439896, -0.049601390957832336, -0.01701236143708229, -0.015113156288862228, -0.0060023097321391106, 0.00022886846272740513, 0.016022998839616776, -0.03257886692881584, 0.017932558432221413, -0.0029030221048742533, -0.05030914023518562, 0.011985210701823235, -0.050798963755369186, 0.017087813466787338, 0.03154291585087776, 0.005293033551424742, -0.021524209529161453, 0.04961858689785004, 0.0069563970901072025, -0.05755934119224548, 0.03578052297234535, 0.008928583934903145, -0.02050330489873886, -0.01340065710246563, -0.01440314669162035, 0.003223133273422718, -0.05094512924551964, 0.015948913991451263, 0.00949711911380291, -0.019624730572104454, 0.025108536705374718, -0.009011723101139069, 0.02091669850051403, -0.06932099163532257, 0.0143118379637599, -0.009852769784629345, -0.0031752106733620167, -0.011858508922159672, 0.8408128619194031, -0.011268612928688526, 0.0282522551715374, 0.031119493767619133, -0.029418256133794785, 0.004506122320890427, -0.019018402323126793, -0.008798934519290924, -0.009171251207590103, 0.024839166551828384, -0.05055941641330719, -0.013169419020414352, 0.014820417389273643, 0.0006626707036048174, 0.004382919520139694, 0.04384051263332367, 0.009284059517085552, -0.004739510826766491, -0.0023016445338726044, -0.03915013000369072, 0.012042593210935593, 0.06588099151849747, 0.011244642548263073, 0.01844637282192707, -0.00811269972473383, 0.011762619018554688, -0.15611281991004944, -0.033773113042116165, -8.622046086454054e-33, 0.0392146073281765, -0.008419007062911987, 0.000028251632102183066, 0.0033832399640232325, 0.009317834861576557, -0.01621313951909542, 0.010819568298757076, 0.022873317822813988, -0.002348473994061351, -0.012098580598831177, 0.005061764735728502, -0.023488979786634445, 0.033543504774570465, -0.01839154213666916, 0.017871735617518425, -0.035897091031074524, -0.014241958037018776, 0.021196473389863968, -0.03737715631723404, 0.013295307755470276, 0.05086761340498924, 0.016372758895158768, 0.008584016002714634, -0.007871362380683422, 0.02161194570362568, 0.0097566032782197, 0.006315719801932573, -0.00524666765704751, 0.008678046986460686, -0.03423062339425087, -0.006248138844966888, 0.028615063056349754, -0.04907437786459923, -0.02010066621005535, -0.012832277454435825, -0.051194075495004654, -0.0480259507894516, 0.018888069316744804, 0.004201489966362715, -0.02678169123828411, -0.015344910323619843, -0.007744447328150272, -0.0248798169195652, 0.0028342537116259336, 0.018220115453004837, 0.03648283705115318, 0.008615766651928425, 0.007437208201736212, 0.025897914543747902, -0.023207927122712135, -0.003374469233676791, -0.01773945242166519, 0.02454759180545807, 0.009423824027180672, 0.027874352410435677, -0.009837890043854713, 0.005757302511483431, 0.033811427652835846, 0.00464842701330781, -0.005533943418413401, 0.03226930648088455, -0.0035084153059870005, -0.03013748861849308, -0.012448831461369991, -0.02366967312991619, 0.012472214177250862, 0.013810050673782825, -0.013659076765179634, 0.04262211173772812, -0.038233183324337006, -0.02720537595450878, 0.005301990546286106, 0.01899418979883194, 0.012789592146873474, 0.006617071107029915, -0.027124200016260147, -0.00380139728076756, 0.05316714569926262, -0.02577677182853222, 0.026781633496284485, -0.018887214362621307, 0.011095979250967503, -0.018858708441257477, -0.010998286306858063, -0.005070861428976059, 0.019418081268668175, 0.024703249335289, -0.014650469645857811, -0.009236016310751438, 0.038376692682504654, 0.0018166875233873725, -0.019150186330080032, -0.024863170459866524, 0.011586659587919712, -0.017526809126138687, 8.607829951648797e-33, 0.01505057979375124, -0.048202190548181534, 0.004480020143091679, 0.010170496068894863, 0.06009332463145256, -0.009982479736208916, 0.005944901145994663, -0.0214479211717844, -0.03968485817313194, 0.0187358520925045, -0.018435487523674965, -0.01677194982767105, -0.036654554307460785, 0.029569482430815697, 0.0365130789577961, -0.012360697612166405, 0.029812559485435486, -0.03244880214333534, 0.050027377903461456, 0.009225461632013321, 0.035611774772405624, -0.011880690231919289, 0.005351370666176081, 0.033560216426849365, 0.06711866706609726, 0.05587302893400192, -0.021303508430719376, -0.009550616145133972, 0.024357350543141365, -0.021664293482899666, 0.02088375762104988, 0.004194980952888727, 0.007686328142881393, 0.013211498968303204, -0.028937971219420433, 0.010598128661513329, -0.027752786874771118, -0.02098155952990055, -0.02039465308189392, -0.01723388209939003, 0.020376745611429214, -0.007678622845560312, 0.018544122576713562, 0.01875198446214199, 0.03586570546030998, -0.0006353342905640602, 0.016238076612353325, -0.03739457577466965, -0.05146072059869766, 0.025626176968216896, 0.02604816108942032, 0.0030689584091305733, 0.020102765411138535, 0.029872609302401543, 0.0022143367677927017, -0.00047456269385293126, -0.0034870426170527935, -0.034889932721853256, 0.0034793049562722445, 0.0067649343982338905, -0.01581374555826187, -0.0019938284531235695, -0.027896296232938766, -0.008135178126394749, -0.037583284080028534, 0.018929801881313324, -0.006394146475940943, 0.0013914871960878372, -0.004788058809936047, 0.02310144528746605, -0.044846486300230026, -0.004524732008576393, 0.03319073095917702, 0.025154517963528633, -0.0032246701885014772, 0.019448060542345047, -0.04230911657214165, -0.009557596407830715, -0.016980620101094246, 0.006781476084142923, -0.016020651906728745, -0.00977605301886797, 0.013995841145515442, 0.013476541265845299, -0.006359117571264505, 0.020629743114113808, 0.017330827191472054, 0.040683817118406296, 0.02169014886021614, 0.010372999124228954, 0.01607484742999077, -0.05950384587049484, 0.030740398913621902, -0.014260971918702126, 0.02112461067736149, -1.395609139365206e-8, 0.006097937934100628, 0.0036335547920316458, -0.013435848988592625, -0.002146441023796797, 0.047073040157556534, 0.013133491389453411, -0.02812538854777813, -0.004943923093378544, 0.0030009360052645206, 0.05021414905786514, 0.07019703090190887, -0.03928855061531067, 0.005838388577103615, -0.014353265054523945, 0.008041593246161938, -0.04830503836274147, -0.017122874036431313, 0.029095035046339035, 0.03873017802834511, 0.021422825753688812, -0.008938707411289215, 0.052074793726205826, -0.035369474440813065, 0.00653461180627346, 0.024945426732301712, -0.024152496829628944, -0.038637008517980576, -0.08481080830097198, -0.015150015242397785, -0.01981542631983757, 0.006629209034144878, -0.005700189620256424, -0.025022298097610474, 0.0408516451716423, -0.012811576947569847, -0.022834165021777153, 0.020364562049508095, 0.0013670544140040874, -0.03490825742483139, 0.021220404654741287, 0.003736789571121335, 0.020138682797551155, 0.0026373486034572124, -0.034103356301784515, -0.010051473043859005, -0.006357679143548012, -0.049329765141010284, -0.03266230598092079, 0.015602323226630688, -0.0569789744913578, 0.0018660170026123524, -0.0000017945114905160153, 0.03092097118496895, 0.05826497822999954, -0.003515130840241909, 0.005094365682452917, -0.004648831207305193, -0.01500056590884924, -0.04515523463487625, -0.00794204045087099, 0.002825785893946886, 0.01651526428759098, 0.011186165735125542, -0.01904764212667942 ]
the-five-dysfunctions-of-a-team-book-review
https://markhneedham.com/blog/2009/04/22/the-five-dysfunctions-of-a-team-book-review
false
2009-04-25 19:51:10
Writing unit tests can be fun
[ "testing", "unit-test" ]
[ "Testing" ]
I recently came across http://blog.brodzinski.com/[Pavel Brodzinski's blog] and while browsing through some of his most recent posts I came across one discussing http://blog.brodzinski.com/2009/04/when-unit-testing-doesnt-work.html[when unit testing doesn't work]. The majority of what Pavel says I've seen happen before on projects I've worked on but I disagree with his suggestion that writing unit tests is boring: ____ Writing unit tests is boring. That's not amusing or challenging algorithmic problem. That's not cool hacking trick which you can show off with in front of your geeky friends. That's not a new technology which gets a lot of buzz. It's boring. People don't like boring things. People tend to skip them. </blockquote I think it depends on the way that the unit tests are being written. When I first started working at ThoughtWorks I used to think that writing tests was boring and that it was much more fun writing production code. A couple of years have gone by since then and I think I actually get more enjoyment out of writing tests these days. There are some things we've done on teams I've worked on which contribute to my enjoyment when writing unit tests: ____ == Small steps While working on a http://www.markhneedham.com/blog/2009/04/23/ddd-making-implicit-concepts-explicit/[little application to parse some log files] last week I had to implement an algorithm to find the the closing tag of an xml element in a stream of text. I had a bit of an idea of how to do that but coming up with little examples to drive out the algorithm helped me a lot as I find it very difficult to keep large problems in my head. The key with following the small steps approach is to http://www.markhneedham.com/blog/2008/12/09/tdd-one-test-at-a-time/[only writing one test at a time] as that helps keep you focused on just that one use of this class which I find much easier than considering all the cases at the same time. The feeling of progress all the time, however small, contributes to my enjoyment of using this approach. == Test first I think a lot of the enjoyment comes from writing unit tests before writing code, TDD style. The process of moving up and down the code as we discover different objects that should be created and different places where functionality should be written means that writing our tests/examples first is a http://www.markhneedham.com/blog/2008/12/22/testing-first-vs-testing-last/[much more enjoyable process] http://www.markhneedham.com/blog/2008/11/28/tdd-suffering-from-testing-last/[than writing them afterwards]. The additional enjoyment in this process comes from the fact that we often discover scenarios of code use and problems that we probably wouldn't have come across if we hadn't driven our code that way. == Ping pong pairing I think this is the most fun variation of http://www.markhneedham.com/blog/category/pair-programming/[pair programming] that I've experienced, the basic idea being that one person writes a test, the other writes the code and then the next test before the first person writes the code for that test. I like it to become a bit of a game whereby when it's your turn to write the code you write just the minimal amount of code possible to make the test pass before driving out a proper implementation with the next test you write. I think this makes the whole process much more light hearted than it can be otherwise. == In Summary The underlying premise of what makes writing unit tests pretty much seems to be about driving our code through those unit tests and preferably while working with someone else. Even if we choose not to unit test because we find it boring http://www.markhneedham.com/blog/2009/04/18/i-dont-have-time-not-to-test/[we're still going to test the code] whether or not we do it in an automated way!
null
null
[ 0.02751937508583069, 0.006639390252530575, -0.0012994969729334116, 0.04955914244055748, 0.07479042559862137, 0.002628108486533165, 0.027505217120051384, 0.05320797115564346, 0.034182965755462646, -0.03478081151843071, -0.008432772941887379, -0.014829405583441257, -0.03940494731068611, 0.021254077553749084, -0.025191279128193855, 0.0757792517542839, 0.052989229559898376, -0.02606900967657566, 0.03825677931308746, -0.012026370503008366, 0.068637415766716, 0.05084667354822159, 0.019724426791071892, 0.03451034799218178, 0.033593032509088516, 0.01812128722667694, 0.0177364032715559, 0.0021442046854645014, -0.06510838121175766, -0.015729684382677078, 0.025430811569094658, 0.0050184414722025394, 0.01035313680768013, -0.005891246255487204, 0.013022256083786488, -0.010022343136370182, -0.016011971980333328, 0.024717004969716072, 0.02173997461795807, -0.0034551983699202538, -0.06056351587176323, 0.04092654213309288, -0.025752857327461243, -0.001858397270552814, -0.04746761918067932, -0.005210320930927992, -0.021500712260603905, -0.000056331686209887266, -0.01918725110590458, 0.0024850289337337017, -0.06107324734330177, 0.04863133281469345, 0.012669996358454227, 0.0018373378552496433, -0.009220444597303867, 0.06262674927711487, 0.024971798062324524, -0.08101765066385269, 0.03319443389773369, -0.028106635436415672, -0.005784696899354458, -0.010888228192925453, -0.023363573476672173, 0.06019710749387741, 0.03878370299935341, -0.028159089386463165, -0.011007044464349747, 0.03440698981285095, -0.03869907185435295, 0.002662898739799857, -0.019750462844967842, 0.0025602271780371666, -0.011871619150042534, -0.010559321381151676, 0.02515174075961113, -0.0395735427737236, 0.01693931221961975, 0.06501433998346329, 0.016253791749477386, 0.05173073336482048, -0.0033424177672713995, 0.019376998767256737, 0.019072432070970535, 0.025385558605194092, -0.02461709827184677, -0.03876230865716934, 0.005682625342160463, -0.011527761816978455, -0.04682239145040512, 0.0740332081913948, 0.02153151109814644, -0.0646221861243248, 0.04630683735013008, 0.0337458960711956, -0.016555732116103172, 0.004892028868198395, 0.026872089132666588, -0.0010146824643015862, -0.008014924824237823, -0.015744958072900772, -0.015089737251400948, -0.03852492570877075, 0.007437991444021463, 0.020257120952010155, -0.08740715682506561, -0.022606955841183662, -0.022988079115748405, -0.026415180414915085, -0.0017061388352885842, 0.020050106570124626, -0.03096996434032917, 0.031887710094451904, -0.0029821640346199274, -0.008894789963960648, -0.07374843955039978, 0.06405875086784363, 0.009721828624606133, -0.044460639357566833, -0.017293613404035568, 0.026834996417164803, 0.03034711256623268, 0.018305011093616486, -0.003245290834456682, 0.0730145201086998, -0.006558022927492857, 0.017261069267988205, -0.007636803202331066, 0.056402865797281265, -0.017034102231264114, -0.05505114048719406, -0.007571295369416475, 0.047701116651296616, -0.01040766853839159, 0.00014316634042188525, 0.0246431864798069, -0.04228818416595459, -0.011059088632464409, -0.002428783569484949, 0.03620303049683571, 0.06891951709985733, -0.01516043022274971, -0.03729483485221863, 0.03607739508152008, 0.011447802186012268, 0.00019235866784583777, -0.0033789773005992174, 0.009317021816968918, -0.005380762275308371, -0.031319696456193924, 0.002349229296669364, 0.013026254251599312, 0.03344513475894928, 0.002799874171614647, -0.030068378895521164, 0.023859575390815735, 0.08204979449510574, 0.005347805563360453, 0.006738793570548296, -0.0029927524738013744, 0.05039200186729431, 0.03522419184446335, 0.052966002374887466, 0.026600323617458344, 0.02985837310552597, 0.011084415018558502, -0.015322331339120865, 0.013240749947726727, 0.051374100148677826, -0.014576660469174385, 0.018817702308297157, -0.05080157145857811, -0.05666530132293701, 0.07113589346408844, -0.0467715710401535, -0.0372496023774147, 0.06799423694610596, 0.070802241563797, -0.01170036755502224, 0.05626625195145607, 0.01851179078221321, -0.06723640859127045, 0.018771592527627945, 0.018932871520519257, 0.03167341277003288, 0.01577606052160263, -0.02166908234357834, 0.060337651520967484, 0.011710858903825283, -0.01169455423951149, 0.02375667728483677, -0.07486622780561447, -0.07578028738498688, -0.01488176267594099, -0.00156408513430506, 0.06169840693473816, -0.013515750877559185, -0.006616770289838314, 0.05032588914036751, 0.004382739309221506, 0.054905522614717484, 0.03969702869653702, 0.012034693732857704, 0.018476882949471474, -0.044893842190504074, -0.03302806615829468, 0.061931587755680084, 0.05134352669119835, -0.03409957513213158, -0.06789790838956833, 0.0009281914681196213, -0.010883748531341553, -0.012346701696515083, 0.07498587667942047, -0.031093476340174675, 0.013857387006282806, 0.021163374185562134, 0.07026016712188721, -0.0350022055208683, 0.06359154731035233, -0.058806419372558594, -0.005964607931673527, -0.04145132005214691, -0.01898474432528019, -0.009671987034380436, -0.005208713933825493, 0.11778390407562256, 0.04098014533519745, -0.05333424359560013, -0.034962866455316544, -0.0016006266232579947, 0.0144011490046978, -0.028299087658524513, -0.01122124120593071, 0.006238539237529039, -0.020214546471834183, 0.017758836969733238, -0.05880005657672882, -0.03374267742037773, 0.027633970603346825, -0.032297901809215546, -0.003271030029281974, 0.058190878480672836, 0.006784981116652489, 0.05920865759253502, -0.01886453665792942, 0.007229768671095371, -0.0011755675077438354, -0.02884865179657936, -0.03732681646943092, -0.00042883638525381684, 0.014235517010092735, -0.015820031985640526, 0.047017429023981094, -0.023323962464928627, -0.04728300869464874, -0.022894155234098434, -0.04004330188035965, 0.009729360230267048, 0.044275641441345215, 0.07080087065696716, -0.02913905493915081, 0.04321911558508873, 0.009408697485923767, 0.010507256723940372, 0.015343580394983292, -0.05487751215696335, -0.030141189694404602, -0.02800465188920498, -0.0025394700933247805, 0.03169109299778938, -0.00017590163042768836, 0.021436821669340134, 0.021639689803123474, 0.006758480798453093, -0.026181461289525032, -0.016382018104195595, 0.029536694288253784, 0.009778415784239769, -0.02873486839234829, -0.03804745525121689, -0.04249805212020874, 0.042903248220682144, -0.040183473378419876, -0.010119719430804253, 0.012640785425901413, -0.07166096568107605, 0.046557363122701645, -0.05522117018699646, -0.04964497312903404, 0.012003181502223015, 0.015727035701274872, 0.032724641263484955, -0.008394880220293999, 0.014507850632071495, 0.06983822584152222, 0.018148398026823997, 0.01642697863280773, -0.03963073343038559, -0.004623742308467627, 0.019849473610520363, -0.002180215436965227, -0.025695806369185448, 0.04514728859066963, -0.0022440017201006413, 0.000669702363666147, -0.054221417754888535, 0.02267867885529995, -0.02092568203806877, -0.28773438930511475, 0.02935384027659893, -0.0022299799602478743, -0.029550760984420776, 0.021215585991740227, -0.01623198390007019, -0.003999926149845123, -0.044679220765829086, -0.03214713931083679, 0.04172193631529808, -0.047023236751556396, -0.023943115025758743, -0.019857892766594887, 0.05794709175825119, 0.008467817679047585, -0.009432103484869003, 0.028330205008387566, -0.024174725636839867, 0.0233931764960289, 0.05912502855062485, 0.008297247812151909, -0.06456246972084045, 0.001491629402153194, 0.03851691260933876, 0.0620112381875515, 0.05059027671813965, -0.0829586312174797, 0.07283751666545868, -0.0532451830804348, -0.0013208374148234725, 0.004671634174883366, -0.015924623236060143, 0.008882607333362103, -0.04087967425584793, -0.011397706344723701, 0.003620729548856616, 0.04043539986014366, 0.019792675971984863, -0.014794702641665936, 0.04527965560555458, -0.005696916487067938, -0.0607476681470871, -0.01871366612613201, -0.004723837133497, 0.06417640298604965, -0.000652009213808924, -0.07228020578622818, -0.013760820031166077, -0.017072880640625954, 0.059426531195640564, -0.04001665487885475, -0.016770943999290466, 0.0006754234782420099, 0.03344733268022537, -0.021188585087656975, -0.0433468334376812, 0.013724727556109428, -0.017769429832696915, -0.0442965067923069, -0.05237075313925743, -0.018526233732700348, -0.032147303223609924, -0.013731017708778381, -0.05772200599312782, -0.0072066099382936954, -0.05266299843788147, -0.043674640357494354, -0.019321655854582787, 0.07175172865390778, 0.019342472776770592, -0.01971910148859024, 0.013191988691687584, 0.014157300814986229, -0.10772979259490967, -0.02725931815803051, 0.00988719891756773, -0.02174035832285881, -0.017303066328167915, -0.0042861467227339745, 0.06301068514585495, -0.0492507629096508, -0.06512667238712311, 0.021943332627415657, 0.014872363768517971, 0.02352387271821499, -0.02064323052763939, 0.032180383801460266, 0.028411442413926125, -0.01670440472662449, 0.002921844832599163, 0.08178609609603882, 0.021229468286037445, -0.01437277253717184, -0.02621403895318508, 0.0326177217066288, 0.02227693796157837, 0.031075406819581985, -0.0008485677535645664, -0.0022335040848702192, 0.025810489431023598, 0.00837345328181982, -0.04137417674064636, 0.04582485929131508, -0.008382990024983883, 0.010429814457893372, -0.016917482018470764, -0.06699366122484207, 0.017737122252583504, 0.01541965827345848, 0.028281399980187416, -0.015036145225167274, -0.0402056984603405, 0.00829562358558178, -0.034463830292224884, -0.030574249103665352, -0.016109492629766464, 0.007619225885719061, 0.05050388351082802, -0.019018694758415222, -0.005263300146907568, -0.05103784054517746, 0.008098346181213856, -0.0036584429908543825, -0.02127094566822052, -0.04932413622736931, -0.036684293299913406, -0.00937841460108757, -0.03323153778910637, 0.011132879182696342, 0.016598965972661972, -0.011621403507888317, 0.024276087060570717, 0.007901896722614765, -0.0242974404245615, -0.00149351276922971, -0.029910080134868622, -0.06095007434487343, -0.016142500564455986, 0.004470138810575008, 0.004069875925779343, 0.00974174402654171, 0.006850221194326878, 0.005370131228119135, 0.016706744208931923, 0.04548399895429611, 0.004913411568850279, 0.039807889610528946, -0.03466925024986267, 0.029567915946245193, 0.004500846844166517, 0.02247416414320469, -0.0635642260313034, 0.017539501190185547, -0.04434989392757416, -0.02446429431438446, -0.020124651491642, 0.023166321218013763, -0.005724629852920771, -0.02683175355195999, -0.028085246682167053, 0.012058930471539497, -0.05034878849983215, -0.02006683684885502, -0.056852128356695175, 0.042068418115377426, 0.05690649524331093, -0.039920225739479065, 0.061257947236299515, -0.01425313949584961, -0.03839915245771408, 0.012977262027561665, 0.00839522946625948, -0.046046316623687744, 0.027168642729520798, 0.006974660791456699, -0.007431815378367901, 0.0027445240411907434, -0.016160983592271805, 0.04641275852918625, 0.016040978953242302, 0.00051598105346784, -0.0340716727077961, 0.019197583198547363, 0.032793931663036346, 0.05277781933546066, -0.004932575859129429, 0.012864177115261555, 0.005485108587890863, -0.022840704768896103, -0.009198861196637154, -0.055526550859212875, -0.013707048259675503, 0.024179190397262573, 0.02709183655679226, -0.05382201820611954, -0.08428812026977539, 0.05619906634092331, 0.012279820628464222, -0.0168492142111063, 0.003628720995038748, 0.02126530557870865, -0.028407560661435127, -0.03734206780791283, 0.029885519295930862, 0.06182580441236496, -0.06408891826868057, 0.004874156787991524, -0.011046580038964748, 0.019649961963295937, 0.004888224881142378, 0.009088454768061638, -0.041770242154598236, -0.03856821358203888, -0.023798763751983643, -0.0014959415420889854, -0.056245822459459305, -0.007629746571183205, -0.045844174921512604, 0.013205189257860184, -0.005134721752256155, -0.011537937447428703, -0.01360804121941328, -0.016418835148215294, -0.013446319848299026, -0.03785647079348564, 0.007388267666101456, -0.024800913408398628, -0.01913421042263508, -0.011890326626598835, -0.04678314924240112, 0.030689043924212456, -0.016771716997027397, 0.024202024564146996, 0.013822857290506363, -0.03918766230344772, -0.02685687690973282, -0.010604559443891048, 0.0006481826421804726, -0.01576526090502739, 0.04955693334341049, 0.007209754083305597, -0.03345567733049393, -0.027764517813920975, -0.0006578054162673652, -0.041145794093608856, 0.023475168272852898, -0.020851820707321167, -0.011402673088014126, 0.018183324486017227, 0.0693652406334877, 0.01894414611160755, 0.029421303421258926, -0.019865915179252625, -0.03501679003238678, 0.04105076938867569, -0.08666614443063736, -0.004837424028664827, -0.052825286984443665, -0.06558331102132797, 0.016543017700314522, -0.0063413898460567, 0.028730904683470726, -0.022086357697844505, 0.03330836445093155, 0.01732831448316574, 0.03856045380234718, 0.026558199897408485, 0.023906221613287926, 0.04180672764778137, -0.06748631596565247, 0.0069869449362158775, -0.10214430093765259, 0.00877983495593071, 0.05104222893714905, 0.012989559210836887, -0.007300359662622213, -0.001238553668372333, -0.034589141607284546, 0.05686883255839348, -0.06077747419476509, -0.016476374119520187, 0.05739510431885719, 0.0012839182745665312, -0.014772310853004456, 0.02080201357603073, -0.05553090572357178, 0.019063491374254227, 0.03177881985902786, -0.0387716069817543, -0.009750327095389366, 0.00524891447275877, 0.046026069670915604, 0.018987374380230904, 0.00017582252621650696, -0.02056422084569931, 0.0028263081330806017, 0.061406806111335754, 0.012074435129761696, 0.021832657977938652, 0.03737790882587433, -0.01748615689575672, 0.034898728132247925, 0.0307469442486763, 0.0014472872717306018, -0.007397753652185202, -0.005383095238357782, -0.025847896933555603, -0.050453320145606995, 0.03794407099485397, 0.006903588306158781, -0.005682685878127813, -0.027216609567403793, 0.059629879891872406, 0.028518345206975937, -0.023420365527272224, -0.05365913361310959, -0.0018122491892427206, -0.04499730095267296, -0.013531580567359924, -0.03412555903196335, 0.002716389950364828, -0.03738800436258316, 0.04151047766208649, -0.017944281920790672, -0.006184010300785303, 0.06425179541110992, -0.004273459780961275, -0.02674040012061596, -0.016668330878019333, 0.08685987442731857, 0.09464956820011139, 0.034646548330783844, -0.006161251105368137, 0.0661698430776596, -0.018906481564044952, -0.04699898883700371, 0.004440937656909227, -0.007211942225694656, -0.00695413863286376, -0.025960125029087067, 0.027224009856581688, 0.04053155705332756, -0.0023905865382403135, 0.07800258696079254, -0.01140529289841652, -0.0025772962253540754, -0.004386997316032648, 0.04021447151899338, 0.019092701375484467, 0.0702132135629654, -0.01352937426418066, 0.025578541681170464, -0.012075760401785374, -0.05472530424594879, 0.00553857209160924, -0.07200028002262115, -0.024867642670869827, 0.024434126913547516, -0.007925644516944885, 0.01343190111219883, 0.007808045018464327, 0.027455028146505356, 0.06016407161951065, -0.05040060728788376, 0.028841888532042503, -0.013242928311228752, 0.039526645094156265, 0.006198418326675892, -0.000532134436070919, -0.02514590322971344, -0.006251499988138676, -0.007753973361104727, -0.016877802088856697, -0.022305065765976906, -0.03314894810318947, -0.02678186260163784, 0.0502765029668808, -0.019824476912617683, -0.006902929861098528, 0.017173703759908676, 0.007785740774124861, -0.021715933457016945, -0.06147834286093712, -0.03763486072421074, -0.031858958303928375, -0.06474323570728302, -0.00732946814969182, 0.03585391119122505, 0.005527064669877291, -0.03432530537247658, -0.014529862441122532, -0.032196514308452606, -0.015536488965153694, 0.03695724159479141, -0.03238784521818161, -0.02012966386973858, 0.009800262749195099, 0.019246334210038185, 0.007766392547637224, -0.0003455424739513546, 0.04130595922470093, 0.0017935936339199543, 0.006209797691553831, -0.02471253275871277, -0.01907082460820675, 0.021790476515889168, 0.00025681042461656034, 0.002770860679447651, -0.08390577137470245, 0.009044254198670387, 0.02632298693060875, 0.009204507805407047, -0.06772464513778687, 0.02951258234679699, 0.003284412669017911, -0.006880804896354675, 0.058446675539016724, -0.032572921365499496, 0.02189796417951584, -0.02665284276008606, -0.006061767227947712, 0.0015110736712813377, 0.02703896537423134, 0.042283717542886734, -0.020994843915104866, 0.0738966092467308, 0.00016842229524627328, -0.02511078491806984, -0.024714060127735138, -0.024438077583909035, -0.007803258020430803, 0.012647265568375587, -0.02869953215122223, -0.03631013631820679, -0.041214510798454285, -0.06524761021137238, -0.02590567246079445, 0.02286388911306858, -0.026613807305693626, -0.021321702748537064, 0.037635687738657, 0.015449433587491512, -0.044720329344272614, 0.023209279403090477, -0.049838654696941376, 0.03583777695894241, -0.03366129845380783, -0.0149600924924016, 0.01977541483938694, 0.0045949663035571575, -0.002590504940599203, 0.01206766627728939, 0.03389047831296921, -0.04549804702401161, -0.004614650271832943, 0.026852089911699295, 0.039826057851314545, 0.04418019950389862, -0.0015763421542942524, -0.017882926389575005 ]
[ -0.1139925867319107, 0.02761012315750122, 0.007803301326930523, -0.01323900930583477, 0.034892745316028595, -0.05182923376560211, -0.021884454414248466, 0.027120379731059074, 0.004672214388847351, -0.023911524564027786, 0.009965654462575912, -0.024008717387914658, 0.0008643014589324594, -0.013383462093770504, 0.05796932801604271, -0.024980343878269196, -0.00270043290220201, -0.0607881061732769, 0.022161034867167473, 0.011361335404217243, 0.014335243962705135, -0.020327553153038025, -0.037303049117326736, -0.04539066553115845, 0.023239634931087494, 0.05982152745127678, 0.031040770933032036, -0.043360769748687744, 0.0011893855407834053, -0.20639179646968842, 0.0145697807893157, 0.021502450108528137, 0.0471988245844841, -0.03425537422299385, 0.019288858398795128, 0.06043355166912079, 0.016659442335367203, 0.009205233305692673, -0.03228960186243057, 0.024795610457658768, 0.014937254600226879, 0.01196819357573986, -0.049782395362854004, -0.032189998775720596, 0.031344614923000336, 0.019226692616939545, 0.000008001739843166433, -0.0644712969660759, 0.003744424320757389, 0.04386628419160843, -0.06078546121716499, -0.036333803087472916, -0.026800494641065598, -0.02108924649655819, -0.017691144719719887, -0.009669040329754353, 0.03828844055533409, 0.06131201237440109, 0.005036715418100357, 0.007365971803665161, -0.01568792201578617, -0.023676130920648575, -0.13416601717472076, 0.08393467962741852, 0.05082055553793907, 0.010408778674900532, -0.03202153369784355, -0.028619801625609398, 0.013759065419435501, 0.1112123429775238, 0.01735198311507702, -0.017055444419384003, -0.025199266150593758, 0.07464201003313065, 0.010856003500521183, 0.018069960176944733, -0.003346350509673357, -0.0039170412346720695, 0.06351637840270996, -0.05047185719013214, -0.05755101889371872, -0.026390885934233665, 0.0037778618279844522, 0.004442047327756882, -0.01978124864399433, -0.001952433492988348, -0.023786455392837524, 0.04338083043694496, 0.059604719281196594, 0.02492319978773594, 0.049082934856414795, 0.005260686855763197, -0.006748949643224478, 0.003943806979805231, -0.051953092217445374, -0.04203733429312706, -0.003480417188256979, 0.01366519182920456, -0.039652273058891296, 0.42640045285224915, -0.05063621327280998, -0.006031354423612356, 0.09118115901947021, 0.014372403733432293, -0.02825036644935608, 0.02840912900865078, 0.025045201182365417, -0.061345428228378296, -0.03037102147936821, -0.02657146379351616, 0.027437277138233185, 0.020590387284755707, 0.04541722312569618, -0.02213585563004017, -0.001394904451444745, 0.0169448871165514, 0.03527991473674774, 0.01720910333096981, 0.004300099331885576, 0.0021711881272494793, 0.0001226081367349252, 0.009092775173485279, -0.01635819487273693, -0.01344491820782423, -0.0010854379506781697, -0.04858676716685295, 0.02815522812306881, 0.06097028777003288, 0.012430202215909958, -0.010429274290800095, 0.06358363479375839, -0.04952980577945709, -0.08015535771846771, 0.01403711549937725, -0.0017637398559600115, 0.01978140138089657, 0.04636387154459953, -0.014714525081217289, -0.006570827681571245, 0.032329779118299484, 0.02909143455326557, 0.0010481160134077072, 0.028920942917466164, -0.034911517053842545, -0.03682909160852432, 0.08479081839323044, 0.010069034993648529, -0.014396500773727894, 0.015554855577647686, -0.02999812737107277, 0.021680746227502823, 0.010328831151127815, -0.007559747900813818, -0.07754611223936081, 0.03482838720083237, -0.0005532691138796508, 0.07631565630435944, -0.0012655748287215829, -0.05198797583580017, 0.0013368695508688688, -0.04141170531511307, 0.012294786050915718, -0.07539817690849304, 0.023604031652212143, 0.05898009613156319, -0.07122496515512466, -0.016431931406259537, 0.007845188491046429, 0.04143514484167099, -0.10121066123247147, 0.018390633165836334, 0.046411868184804916, -0.043647266924381256, -0.02104071155190468, 0.012431090697646141, -0.03686223179101944, -0.030630039051175117, 0.010399868711829185, 0.04809116944670677, 0.02225426211953163, 0.02031557261943817, 0.02784743346273899, -0.0054488773457705975, 0.006476250477135181, -0.0051400004886090755, -0.056334156543016434, -0.04013201221823692, -0.0029330553952604532, -0.033048924058675766, -0.0224637258797884, -0.025893667712807655, -0.04042729362845421, -0.09743950515985489, 0.09261934459209442, -0.07273416221141815, -0.027580684050917625, 0.0389607809484005, -0.022794732823967934, -0.02400491200387478, -0.028253376483917236, -0.035455167293548584, 0.009319201111793518, 0.0026703968178480864, 0.04750119522213936, -0.030692793428897858, 0.06118831783533096, 0.0757400318980217, -0.06766502559185028, 0.0961000993847847, 0.05488601326942444, -0.03437718376517296, -0.056444332003593445, 0.017617465928196907, -0.00026854604948312044, -0.020600689575076103, -0.016193049028515816, 0.006327509880065918, 0.012200547382235527, 0.002811215817928314, 0.03406618908047676, -0.02061462588608265, 0.005369300488382578, -0.033681754022836685, -0.32428911328315735, -0.059370383620262146, 0.002062033861875534, -0.00610323203727603, 0.03379334136843681, -0.06580766290426254, -0.0042398907244205475, -0.014933341182768345, -0.017020804807543755, 0.008340716361999512, 0.07049070298671722, -0.0016536606708541512, -0.006419379264116287, -0.14712589979171753, 0.010668626055121422, -0.005853760987520218, -0.04050375521183014, -0.023276889696717262, -0.0155015354976058, 0.014741863124072552, 0.010809797793626785, -0.014251367188990116, 0.011195892468094826, -0.060902584344148636, -0.0019430038519203663, -0.055490411818027496, 0.09897972643375397, -0.016285717487335205, 0.10367470979690552, 0.0074456240981817245, 0.017004618421196938, 0.012340997345745564, 0.02470993809401989, -0.07666262239217758, -0.010406519286334515, -0.002534668892621994, -0.008928055875003338, -0.008159909397363663, 0.023438988253474236, -0.0686083659529686, -0.04708782583475113, 0.02413308061659336, -0.06160975247621536, -0.038944900035858154, -0.07175086438655853, 0.017929069697856903, -0.012228531762957573, -0.030749572440981865, -0.05029939115047455, 0.06943468004465103, 0.01571623980998993, 0.0037597264163196087, 0.019838150590658188, 0.010296452790498734, -0.017268888652324677, -0.020084673538804054, -0.07752703875303268, 0.02184651605784893, 0.00889689102768898, -0.008735701441764832, 0.02125389501452446, 0.06188118830323219, 0.045252855867147446, -0.0415799506008625, 0.0022654403001070023, 0.005549110472202301, 0.004436072893440723, -0.013225647620856762, 0.043462757021188736, 0.01911388337612152, -0.0042847394943237305, 0.12471596151590347, -0.021565156057476997, -0.023796169087290764, 0.015035344287753105, 0.04264366626739502, -0.003131973324343562, 0.06016351282596588, 0.02530226856470108, -0.026976553723216057, -0.002553257392719388, -0.011522820219397545, 0.022064540535211563, -0.025311198085546494, 0.005442250054329634, 0.03473912924528122, -0.020864205434918404, -0.01315409503877163, 0.06940187513828278, 0.014297593384981155, -0.046703893691301346, 0.016659880056977272, -0.009412381798028946, -0.04172114282846451, 0.054724324494600296, 0.004526256117969751, -0.22672060132026672, -0.0017319234320893884, 0.06246397644281387, 0.06768181174993515, -0.026630770415067673, 0.0196964330971241, 0.017335616052150726, -0.07522483915090561, 0.0031668825540691614, 0.01634981483221054, 0.03976275399327278, 0.032461173832416534, 0.008235804736614227, -0.016181480139493942, 0.043541837483644485, -0.01352048572152853, 0.045962631702423096, -0.013265153393149376, 0.03768451511859894, -0.000012376424820104148, 0.027440205216407776, -0.0032941894605755806, 0.16800335049629211, -0.026808006688952446, 0.02712143585085869, 0.010747372172772884, 0.030803387984633446, 0.02384738065302372, 0.0782211422920227, 0.0077429357916116714, 0.007188741117715836, -0.01491581741720438, 0.030875513330101967, 0.009246774949133396, -0.009995957836508751, -0.06709028035402298, -0.027764130383729935, 0.017928464338183403, 0.02510148100554943, -0.005287680774927139, 0.004691809881478548, 0.006029911804944277, -0.012972496449947357, 0.005909700412303209, 0.07563582807779312, 0.048841994255781174, 0.0007277853437699378, -0.04899268597364426, -0.07322341203689575, -0.005822780076414347, -0.008308378979563713, -0.035825349390506744, -0.0016436083242297173, 0.00023663333558943123, 0.005814728327095509, 0.08018892258405685, -0.005643220152705908, -0.024664636701345444, 0.0021120579913258553, 0.008149806410074234, -0.017299504950642586, -0.0116348285228014, 0.1244618222117424, 0.06301001459360123, 0.024933472275733948 ]
[ -0.01942629925906658, 0.007368358317762613, -0.029765523970127106, 0.01907191425561905, -0.009544610977172852, -0.027386778965592384, -0.014638427644968033, -0.0009721194510348141, 0.0017352517461404204, -0.0030831305775791407, -0.004771420732140541, 0.012528568506240845, 0.030910396948456764, -0.012103388085961342, 0.010204148478806019, -0.026337474584579468, -0.017983660101890564, -0.02067607268691063, 0.021047497168183327, -0.0006348374299705029, -0.015992600470781326, 0.010477542877197266, 0.03034626878798008, 0.021587515249848366, -0.007504635024815798, 0.014832811430096626, 0.008592448197305202, -0.02758614905178547, 0.029100922867655754, -0.1208253726363182, -0.032626956701278687, -0.023214416578412056, -0.002188256476074457, 0.0022615212947130203, 0.007193194702267647, -0.005658957175910473, 0.03647281974554062, 0.027798237279057503, -0.011693269945681095, 0.01168844010680914, 0.017352625727653503, -0.013054418377578259, 0.009616092778742313, 0.03499913215637207, 0.0059075262397527695, -0.003830462461337447, -0.009402376599609852, -0.06700535863637924, -0.017986740916967392, -0.005011316854506731, -0.040880829095840454, -0.02215067483484745, 0.0005132706719450653, 0.030655013397336006, 0.0030650380067527294, -0.03693612292408943, 0.038605086505413055, -0.008219627663493156, 0.0001999887463171035, -0.015241475775837898, 0.0009585449006408453, -0.010200596414506435, -0.033783819526433945, -0.016290202736854553, -0.00853065773844719, -0.036581385880708694, -0.01962641254067421, 0.017606306821107864, -0.02383546344935894, 0.013413426466286182, -0.007033417001366615, 0.027830617502331734, -0.010660887695848942, 0.0058273738250136375, 0.011617469601333141, 0.036173541098833084, 0.0036268990952521563, -0.02409178577363491, 0.009108533151447773, -0.00867353193461895, -0.034976158291101456, 0.008373440243303776, 0.006575736682862043, 0.017004158347845078, -0.015071850270032883, 0.02472688816487789, 0.041488151997327805, 0.01078980416059494, 0.03218043968081474, -0.019600337371230125, -0.00618436373770237, 0.028379952535033226, -0.018175644800066948, 0.031184105202555656, -0.07894822955131531, 0.013228883035480976, -0.010610807687044144, 0.004663718398660421, -0.013282760046422482, 0.8596707582473755, -0.00006718376971548423, 0.030934425070881844, 0.02572775073349476, -0.00894157588481903, -0.021636677905917168, 0.012302139773964882, 0.039257410913705826, 0.012765467166900635, 0.007360376883298159, -0.06570728868246078, 0.02470007911324501, 0.0028382872696965933, 0.012069761753082275, 0.00741205969825387, 0.02953743189573288, 0.013201400637626648, 0.03652248531579971, -0.010438498109579086, -0.011162922717630863, 0.019319046288728714, 0.03058566153049469, 0.014784036204218864, -0.022026177495718002, 0.04064647853374481, 0.04911711812019348, -0.14013080298900604, 0.014229366555809975, -7.917321794772738e-33, 0.06085142865777016, -0.017708584666252136, -0.031809743493795395, 0.006790106650441885, -0.014077379368245602, 0.025224436074495316, 0.046235475689172745, 0.03463265299797058, -0.02313942089676857, -0.001440222142264247, 0.007193755824118853, -0.007511028088629246, 0.013052760623395443, -0.03673955053091049, 0.018129630014300346, -0.009462947957217693, -0.019223609939217567, 0.028787832707166672, 0.007817921228706837, 0.03149687871336937, 0.046276915818452835, 0.03176914155483246, -0.008983664214611053, -0.03301694616675377, 0.01913546957075596, -0.00787254050374031, 0.01111001055687666, -0.014326316304504871, -0.022738885134458542, -0.04316839575767517, -0.021485378965735435, 0.0338297002017498, -0.0583559088408947, 0.0026068799197673798, -0.014737933874130249, -0.030163828283548355, -0.007800652179867029, 0.011289883404970169, -0.0066715083085000515, -0.044619232416152954, -0.03770875558257103, -0.0196953434497118, -0.040143124759197235, -0.01974351890385151, 0.008477273397147655, 0.00044726350461132824, -0.03971533477306366, 0.0014059464447200298, 0.0251634418964386, -0.03862037509679794, 0.035664308816194534, 0.009285125881433487, -0.008544210344552994, -0.01767132245004177, -0.020984595641493797, 0.018659083172678947, 0.021515263244509697, 0.010992186143994331, 0.011731946840882301, 0.04797104001045227, -0.01095984410494566, -0.0029200047720223665, -0.01832265406847, 0.038312558084726334, -0.011643556877970695, -0.03204657882452011, 0.005832817405462265, -0.02785472385585308, 0.013050206005573273, -0.027751939371228218, -0.021883156150579453, -0.04094432294368744, -0.030598565936088562, -0.002096862066537142, 0.024208059534430504, -0.017958391457796097, 0.007628093007951975, 0.006008356809616089, -0.016652695834636688, 0.029708417132496834, 0.022699637338519096, -0.04002322629094124, -0.023050324991345406, -0.028476979583501816, 0.0006972263217903674, -0.030932845547795296, 0.02236400730907917, -0.011870595626533031, -0.015906257554888725, 0.008617875166237354, 0.017785808071494102, 0.027586357668042183, 0.006491229869425297, 0.0018009347841143608, -0.013285363093018532, 8.528974117175792e-33, -0.01463780552148819, -0.003328464925289154, -0.027546623721718788, 0.002121624769642949, 0.005035778973251581, 0.00001144309680967126, 0.0419529490172863, 0.008645685389637947, -0.0540674552321434, 0.07080180943012238, 0.010801647789776325, -0.021942801773548126, -0.032316870987415314, 0.03357241675257683, 0.027992481365799904, -0.002023187465965748, 0.0309564508497715, -0.05020277947187424, 0.02953292801976204, 0.0007651346386410296, 0.004101053811609745, 0.016246430575847626, 0.022126123309135437, 0.004900455940514803, 0.02769361063838005, 0.06110290810465813, -0.040737178176641464, 0.024889469146728516, 0.0046460009180009365, -0.013378581032156944, -0.01960628665983677, -0.010500320233404636, 0.01549008022993803, 0.013920566998422146, 0.0009511472890153527, 0.040142688900232315, -0.0008476479561068118, -0.03364407271146774, 0.023593783378601074, 0.0073227970860898495, 0.022808948531746864, 0.01234347466379404, 0.033147986978292465, 0.026555867865681648, 0.0015519094886258245, 0.009128248319029808, 0.008752202615141869, -0.009433476254343987, -0.02363603375852108, 0.030044013634324074, -0.004529654048383236, 0.0014876405475661159, 0.006039734929800034, 0.023239754140377045, 0.0029770154505968094, -0.021041037514805794, -0.03549790754914284, -0.012001345865428448, -0.03070792369544506, 0.02738155983388424, 0.0012107760412618518, 0.019383803009986877, -0.03014032170176506, 0.027673961594700813, -0.028237666934728622, -0.007849063724279404, -0.00028248075977899134, 0.03014271892607212, -0.036172762513160706, 0.015736933797597885, -0.024778753519058228, 0.015055762603878975, 0.030641727149486542, 0.04014013707637787, 0.025164714083075523, -0.028201647102832794, -0.011752214282751083, -0.0172176081687212, -0.023562880232930183, 0.006058380473405123, 0.013798481784760952, 0.003317425958812237, -0.014436295256018639, 0.016128288581967354, -0.027586719021201134, 0.0052415370009839535, 0.012430568225681782, 0.031027281656861305, -0.00175627286080271, -0.02083621360361576, -0.006132406182587147, -0.00022315559908747673, 0.00921862293034792, -0.009090876206755638, 0.006771562620997429, -1.3619585459423433e-8, -0.03474351763725281, -0.0074175274930894375, -0.015066450461745262, 0.02912689372897148, -0.0029651091899722815, -0.011586801148951054, -0.020219609141349792, 0.00755790900439024, -0.023872453719377518, 0.03712952882051468, 0.05337608978152275, -0.034180644899606705, -0.00924777053296566, 0.019661083817481995, 0.014987273141741753, -0.037827879190444946, -0.030320942401885986, -0.03246190771460533, 0.033619873225688934, -0.010540105402469635, 0.03535841777920723, 0.04046507924795151, -0.02640826813876629, 0.014452657662332058, -0.014165264554321766, 0.02763717994093895, -0.006511892192065716, -0.07393753528594971, 0.0041140541434288025, -0.020418083295226097, 0.03033934161067009, -0.02011343464255333, -0.029462255537509918, 0.02242736704647541, -0.011180993169546127, -0.01216394454240799, 0.03400551527738571, 0.015345588326454163, 0.015126395039260387, 0.015262950211763382, -0.03289278596639633, -0.004964569117873907, -0.002157711423933506, -0.033359527587890625, -0.02685670182108879, -0.02992022968828678, -0.04162180796265602, -0.029805921018123627, 0.032136499881744385, -0.02332599274814129, 0.014296426437795162, -0.004817817360162735, 0.03906859830021858, -0.0155668705701828, 0.012893359176814556, -0.000007629359060956631, 0.015228057280182838, -0.02692124992609024, -0.0548001229763031, 0.0022492599673569202, 0.014915933832526207, 0.040558286011219025, -0.010892561636865139, -0.01794413849711418 ]
writing-unit-tests-can-be-fun
https://markhneedham.com/blog/2009/04/25/writing-unit-tests-can-be-fun
false
2009-04-25 01:26:38
Pimp my architecture - Dan North
[ "software-development", "architecture" ]
[ "Software Development" ]
My colleague http://dannorth.net/[Dan North] presented a version of a talk he first did at http://qconlondon.com[QCon London] titled 'http://qconlondon.com/london-2009/presentation/Pimp+my+architecture[Pimp my architecture]' at the ThoughtWorks Sydney community college on Wednesday night. He'll also be presenting it at http://jaoo.com.au[JAOO] in http://jaoo.com.au/sydney-2009/[Sydney] and http://jaoo.com.au/brisbane-2009/[Brisbane] in a couple of weeks time. The slides for the talk are http://qconlondon.com/london-2009/file?path=/qcon-london-2009/slides/DanNorth_PimpMyArchitecture.pdf[here] and it's also http://www.infoq.com/presentations/north-pimp-my-architecture[available on InfoQ]. == What did I learn? * I quite liked the way the talk was laid out - Dan laid out a series of problems that he's seen on some projects he's worked on and then showed on the next slide where he planned to take the architecture. The rest of the talk then detailed the story of how the team got there. To begin with it was a case of SOA gone bad with clients heavily coupled to services via WSDL definitions, a lot of code duplication, a complex/flaky architecture featuring a non standard JBoss and a team where the developers worked in silos. The aim was to get to a 'good SOA' where the services were actually helpful to clients, the code would be stable in production/deterministically deployable and a happy team would now exist. * The role of an architect is to play a key role in design, to be the technology expert on the team, to act as a coach and a social anthropologist/shaman. An interesting theme for me in the talk was that so much of it centred around the *human aspects of architecture*. I guess maybe that's obvious but a lot of what I've read about architecture comes from the technical side and providing the technical direction so it was refreshing to see a different approach. * As mentioned above, Dan spoke of the need to have a project http://en.wikipedia.org/wiki/Shamanism[shaman] - someone who can share the history of the project and why certain decisions were made on the project and explain those to people when they join the team. It can be the architect but it doesn't actually matter as long as someone on the team assumes the role. Another colleague of mine pointed out that this role is also about envisioning the future of the system. As with most things when we know the http://www.markhneedham.com/blog/2009/04/05/coding-criticising-without-context/[context in which something was done] the decision doesn't seem quite so stupid. * One of the interesting ideas which Dan spoke of was that of having a *transitional architecture* on your way to the architecture that you actually want. You know that it's not the end goal but it's a much better place to be than where you were and can provide a nice stepping stone to where you want to be. The example he gave was refactoring the architecture to a stage where the services could be accessed via a service locator. It's never going to be the end goal but provides a nice middle ground. * Dan provided quite an interesting alternative to the 'yesterday I did this, today I'm doing that\...' style of http://martinfowler.com/articles/itsNotJustStandingUp.html[standups] which I haven't seen used before. The idea is that the team *consider what would make today the best possible day* in achieving their goal, and then going around the circle each team member adds in information that will help the team teach that goal - be it stuff they learnt the day before or areas that they have been struggling in. He also spoke of the idea of people helping each other rather than pairing to try and get past the reluctance of having two people working on the same machine. * The idea that you http://blog.franktrindade.com/2009/04/21/what-is-your-goal/[you get what you measure] was also mentioned - if we measure the performance of developers by the number of story points they complete then we increase the chance that they're just going to finish stories as quickly as possible without caring as much about the quality of the code being written potentially leading to more buggy code. I'm interested in reading the http://www.amazon.co.uk/Influencer-Change-Anything-Kerry-Patterson/dp/007148499X/ref=sr_1_1?ie=UTF8&s=books&qid=1240537593&sr=8-1[Influencer] to understand more about this type of thing. * Dan pointed out that we should *never write caches* unless that happens to be our differentiator - they've been done loads of times before and there are plenty to choose from. This ties in with the Domain Driven Design idea of focusing our efforts on the http://dotnet.org.za/hannes/archive/2009/04/07/core-domains-and-sub-domains-in-ddd.aspx[core domain] and not worrying so much about other areas since they aren't what makes us special. * It was also pointed out that *we won't fix everything* on a project. I think this is a very astute observation and makes it easier to work with code bases where we want to make a lot of changes. At times it can feel that you want to change just about everything but clearly that's not going to happen.
null
null
[ 0.03733856976032257, 0.005300202872604132, 0.009864933788776398, 0.04795797914266586, 0.0793147161602974, 0.033627353608608246, 0.029790572822093964, 0.049719586968421936, 0.019698284566402435, -0.030696075409650803, -0.04875406250357628, -0.010041417554020882, -0.055452052503824234, 0.013498486019670963, -0.011319868266582489, 0.06432053446769714, 0.06665342301130295, -0.0067413486540317535, 0.023808665573596954, 0.015993688255548477, 0.057674210518598557, 0.06988656520843506, 0.032415274530649185, 0.029839899390935898, 0.02665339782834053, 0.00615750951692462, 0.004752798471599817, 0.009272860363125801, -0.06613917648792267, -0.012305531650781631, 0.0547209195792675, 0.009737894870340824, 0.0020157985854893923, -0.0054292925633490086, 0.022018088027834892, -0.007172734476625919, -0.01322213001549244, 0.016369959339499474, -0.005790445487946272, 0.010400167666375637, -0.06475391238927841, 0.05419958010315895, -0.0024859050754457712, 0.015461500734090805, -0.045658111572265625, 0.023685293272137642, -0.03449173644185066, 0.01708466000854969, 0.0027888985350728035, -0.0066568274050951, -0.05628741532564163, 0.021717699244618416, -0.013062354177236557, 0.0037050372920930386, -0.023899301886558533, 0.04264627397060394, 0.01204709243029356, -0.06429557502269745, -0.00446647172793746, -0.03624211624264717, 0.002534557832404971, -0.030459729954600334, 0.005549370311200619, 0.044236574321985245, 0.02919822931289673, -0.016814861446619034, -0.000010998823199770413, 0.03353962302207947, -0.02721882052719593, 0.020989904180169106, -0.01204870454967022, 0.012170752510428429, 0.01037424337118864, -0.010023573413491249, 0.005019811447709799, -0.04474443197250366, 0.017553992569446564, 0.07253509759902954, 0.008145205676555634, 0.0165901817381382, -0.028078556060791016, -0.0002993209636770189, -0.016237206757068634, 0.04234600067138672, -0.030870266258716583, -0.042272213846445084, -0.028510617092251778, -0.017138369381427765, -0.08583886921405792, 0.050058525055646896, 0.005192184820771217, -0.05319666489958763, 0.02107507921755314, 0.04974128305912018, 0.006540605332702398, 0.024368448182940483, 0.02278243936598301, 0.0059494501911103725, -0.012206440791487694, -0.020721279084682465, -0.01920066773891449, -0.013491257093846798, -0.017328698188066483, 0.00641850708052516, -0.0640236958861351, -0.01236796099692583, -0.027635330334305763, 0.005139370448887348, -0.012774955481290817, 0.00018980700406245887, -0.015325084328651428, 0.016948124393820763, 0.008565312251448631, -0.000019447172235231847, -0.058034300804138184, 0.07249573618173599, 0.018492145463824272, -0.05572723597288132, -0.02771391160786152, -0.007587303873151541, 0.03752465546131134, 0.03645191341638565, -0.016535960137844086, 0.0899062380194664, 0.010206800885498524, -0.004976903088390827, -0.02514486573636532, 0.062457725405693054, -0.03948430344462395, -0.056988488882780075, -0.017771141603589058, 0.044805265963077545, -0.01504745427519083, -0.008953861892223358, -0.0045406087301671505, -0.0352083295583725, 0.009366350248456001, 0.0032603000290691853, 0.025423189625144005, 0.03314344584941864, -0.0029476755298674107, -0.049891430884599686, 0.03209653124213219, 0.014730727300047874, 0.03699449077248573, 0.0016124063404276967, 0.01396151352673769, -0.03929636627435684, -0.02877347357571125, -0.005214242730289698, 0.0025148913264274597, 0.02217336744070053, 0.007181029766798019, -0.06477954238653183, 0.03467607498168945, 0.08815937489271164, 0.05629589781165123, 0.015142396092414856, -0.012593718245625496, 0.02373928390443325, 0.02281845174729824, 0.027955489233136177, 0.027960538864135742, 0.02465532347559929, 0.012675421312451363, 0.01303164940327406, -0.020768050104379654, 0.03300565481185913, 0.007638508453965187, 0.002568251686170697, -0.06224764883518219, -0.055017221719026566, 0.04073392227292061, -0.026954583823680878, -0.04252457618713379, 0.04937336593866348, 0.09859533607959747, 0.03818958252668381, 0.026873165741562843, -0.005614245776087046, -0.08959636092185974, 0.01809198409318924, 0.015592442825436592, 0.023734966292977333, 0.055809032171964645, -0.033356890082359314, 0.058432161808013916, 0.03918619453907013, -0.008094464428722858, 0.05525118112564087, -0.06523729860782623, -0.09423141926527023, -0.028352512046694756, -0.01758464239537716, 0.03271150216460228, -0.006850876845419407, 0.011778398416936398, 0.04330823943018913, 0.00033412285847589374, 0.0590222142636776, 0.030389560386538506, 0.0044382051564753056, 0.01395675353705883, -0.02879283018410206, -0.03590738773345947, 0.04098277539014816, 0.04783215746283531, 0.01004168950021267, -0.031983982771635056, 0.012690850533545017, -0.003548906184732914, -0.03849508613348007, 0.04515518993139267, -0.014786860905587673, 0.03942102566361427, -0.018244130536913872, 0.056650638580322266, -0.03727303445339203, 0.02507796697318554, -0.04737536236643791, 0.010717700235545635, 0.015919944271445274, -0.03654853254556656, 0.03979219123721123, -0.001263760612346232, 0.115057572722435, 0.05376983433961868, -0.0644514262676239, -0.019061081111431122, 0.009161313995718956, 0.018548771739006042, -0.03682486340403557, -0.012056159786880016, -0.015013759955763817, 0.02139938808977604, -0.0045150211080908775, -0.05014477297663689, -0.04099502041935921, 0.04746328666806221, -0.0427166223526001, -0.0038231653161346912, 0.05545677989721298, -0.0165006835013628, 0.05874522402882576, -0.0020944932475686073, -0.007207708898931742, 0.004104414954781532, -0.029893646016716957, -0.04272974282503128, 0.023079343140125275, -0.007017767056822777, -0.017006782814860344, 0.04360351338982582, -0.006257910747081041, -0.01955988071858883, -0.04235946759581566, -0.027813756838440895, 0.004021627362817526, 0.04543869197368622, 0.05202498286962509, -0.02188142016530037, 0.06509982794523239, -0.01266986969858408, 0.03667844831943512, 0.0007885735249146819, -0.04603360965847969, -0.02427484281361103, -0.04476753994822502, 0.005038217641413212, 0.01275823824107647, 0.015010419301688671, 0.011973910965025425, -0.00046296455548144877, -0.0123846884816885, 0.0007761941524222493, -0.011422434821724892, 0.02786458283662796, 0.004691843409091234, 0.0008957540849223733, -0.020788338035345078, -0.00799662247300148, 0.05350388213992119, -0.04797998443245888, -0.027477849274873734, 0.02177524007856846, -0.08284071087837219, 0.022500265389680862, -0.0662434920668602, -0.030887195840477943, -0.015686120837926865, 0.0095706507563591, 0.03400466591119766, 0.011155848391354084, 0.013784779235720634, 0.05122561752796173, 0.00979398563504219, 0.004038564395159483, -0.021215399727225304, -0.03899224475026131, 0.010735922493040562, -0.0012859004782512784, 0.0015547636430710554, 0.04238346219062805, 0.017134878784418106, 0.0063643245957791805, -0.04532661288976669, 0.04370564967393875, -0.04712669551372528, -0.27550286054611206, 0.013276046141982079, 0.02720535732805729, -0.03997047618031502, 0.02914794534444809, -0.0135702108964324, -0.00008539347618352622, -0.05541768670082092, -0.020104875788092613, -0.005933846812695265, -0.0338839627802372, -0.06941939890384674, 0.006514028180390596, 0.0408429279923439, 0.012873233295977116, 0.02274206280708313, 0.0037371835205703974, -0.0415714867413044, 0.01271246187388897, 0.03995749354362488, -0.009529653936624527, -0.07341745495796204, 0.0013254944933578372, 0.0224201250821352, 0.04040404409170151, 0.06793893873691559, -0.09779471904039383, 0.03860866650938988, -0.05300318822264671, -0.01240223366767168, 0.020789584144949913, -0.0024454151280224323, -0.0025153050664812326, -0.004687344189733267, -0.014472788199782372, -0.010903519578278065, 0.05487764626741409, -0.004783814772963524, -0.018877249211072922, -0.006682794075459242, -0.008497225120663643, -0.03113965317606926, -0.006146166007965803, 0.01560436561703682, 0.08014483749866486, 0.010222329758107662, -0.09836729615926743, -0.01516276877373457, -0.02188076451420784, 0.0472223199903965, -0.03645002469420433, -0.003043697914108634, -0.01753096841275692, 0.04382132366299629, -0.029740801081061363, -0.012751876376569271, -0.01249129418283701, -0.019260242581367493, -0.04422459751367569, -0.015922047197818756, -0.005160692147910595, -0.03126087784767151, -0.004783930256962776, -0.0455763004720211, 0.008219081908464432, -0.0613396018743515, -0.06677722185850143, -0.016098957508802414, 0.084816575050354, -0.005285303574055433, -0.03557831794023514, 0.01761426217854023, 0.005687999073415995, -0.11128287762403488, 0.027551382780075073, 0.0010968761052936316, -0.007139529567211866, -0.011532503180205822, 0.03867414593696594, 0.039931315928697586, -0.010941540822386742, -0.06634359806776047, 0.009153686463832855, 0.01632230170071125, 0.02070479281246662, -0.005598157644271851, 0.037872541695833206, 0.04173876717686653, -0.015573190525174141, 0.014542218297719955, 0.057448431849479675, -0.014658022671937943, -0.026176486164331436, -0.03346705436706543, 0.011132471263408661, 0.012219732627272606, 0.015077983029186726, -0.0003071209357585758, 0.024393416941165924, 0.052435871213674545, -0.015670152381062508, -0.07186780124902725, 0.008185421116650105, -0.011892460286617279, 0.009384853765368462, 0.00537716131657362, -0.04012785851955414, -0.007399270310997963, 0.03538569062948227, 0.04690977931022644, 0.014842568896710873, -0.04136563837528229, 0.014312578365206718, -0.04073198512196541, -0.017775652930140495, -0.016436927020549774, 0.012150513008236885, 0.05201959237456322, -0.009862177073955536, -0.018193790689110756, -0.05098867043852806, 0.008692263625562191, -0.0061072129756212234, -0.000095449919172097, -0.055582739412784576, 0.01378750242292881, -0.018459927290678024, -0.006147139705717564, -0.009703741408884525, 0.021725233644247055, -0.020012231543660164, 0.01761321909725666, 0.023723851889371872, -0.02897918038070202, 0.013612807728350163, -0.013696448877453804, -0.07333740592002869, -0.040408648550510406, 0.01232338510453701, 0.007754197344183922, 0.008240995928645134, 0.03733077272772789, 0.013236681930720806, 0.009343852289021015, 0.03261025622487068, 0.023518038913607597, 0.008789789862930775, -0.009545140899717808, 0.050916243344545364, 0.01313850563019514, 0.0019681595731526613, -0.06992807239294052, 0.0075949737802147865, -0.051813382655382156, -0.015181872062385082, -0.027059806510806084, 0.03668211027979851, -0.04370918497443199, -0.03752001374959946, 0.001802744111046195, 0.017609059810638428, -0.039096586406230927, -0.047153621912002563, -0.01800079084932804, 0.009127962402999401, 0.05725867301225662, -0.00377891818061471, 0.018319543451070786, -0.022932447493076324, -0.007471462246030569, 0.010954225435853004, 0.013447502627968788, -0.058129921555519104, 0.006959597580134869, 0.023677866905927658, 0.0073542813770473, -0.009337170980870724, 0.0025080263148993254, 0.06311154365539551, 0.011795993894338608, -0.0015939059667289257, -0.012628471478819847, -0.007849393412470818, 0.017310824245214462, 0.05333159863948822, 0.010183283127844334, -0.025156741961836815, 0.013045988976955414, -0.015543091110885143, -0.02298389934003353, -0.02011260949075222, -0.0016618064837530255, -0.018521547317504883, 0.019948231056332588, -0.016792887821793556, -0.09595727175474167, 0.07175707817077637, 0.009575833566486835, 0.01727142371237278, 0.01524488814175129, -0.00405685231089592, 0.0008762212237343192, -0.026788773015141487, 0.03864235430955887, 0.042157746851444244, -0.07678383588790894, 0.00495881587266922, -0.017046168446540833, -0.0021914278622716665, 0.0031170782167464495, -0.00393822742626071, -0.026762651279568672, -0.028235675767064095, -0.01431979238986969, 0.005555121228098869, -0.06913392245769501, -0.02362908609211445, -0.011401026509702206, 0.007849263027310371, -0.005027356091886759, 0.010366072878241539, -0.013274167664349079, -0.011041003279387951, -0.008159841410815716, -0.03859561309218407, 0.027406616136431694, -0.04715178534388542, 0.011292839422821999, -0.0013406972866505384, -0.04997904598712921, 0.019872184842824936, -0.025974856689572334, -0.0020205751061439514, 0.03475714847445488, -0.02337101474404335, 0.002742059761658311, -0.03127660974860191, -0.03740508109331131, 0.00044960551895201206, 0.048185598105192184, -0.02229863405227661, -0.01443448942154646, -0.06632594019174576, -0.02727445587515831, -0.05038691684603691, 0.02842586301267147, -0.03275018557906151, 0.017932729795575142, 0.02999827079474926, 0.026547927409410477, 0.008635083213448524, 0.021553410217165947, -0.009907987900078297, -0.020419590175151825, 0.033525895327329636, -0.07193443179130554, -0.017799856141209602, -0.04708753898739815, -0.0647926926612854, -0.009469680488109589, -0.009806064888834953, 0.013648024760186672, -0.02807348221540451, 0.0676305741071701, 0.029102999716997147, 0.0162934809923172, 0.024089913815259933, -0.007852322421967983, 0.01196895632892847, -0.03910136595368385, 0.003106269519776106, -0.07985512167215347, 0.003180946223437786, 0.03475208207964897, 0.008141924627125263, -0.0074327122420072556, 0.01434135902673006, -0.043063316494226456, 0.06441646814346313, -0.08496914803981781, -0.022371698170900345, 0.04452797397971153, -0.01838313415646553, -0.02091514691710472, -0.00045063221477903426, -0.06276971101760864, 0.0293425265699625, 0.01955394633114338, -0.051474906504154205, -0.004444124177098274, -0.02828540839254856, 0.045405469834804535, -0.012738978490233421, 0.06865078955888748, -0.03633624687790871, 0.01082678698003292, 0.0701661929488182, 0.009744099341332912, 0.005411659833043814, 0.04852479696273804, -0.014441611245274544, 0.038089320063591, 0.020761603489518166, 0.025143563747406006, -0.003295032773166895, 0.026499498635530472, -0.007179625332355499, -0.05238012969493866, 0.031119512394070625, -0.0046475655399262905, -0.026401005685329437, -0.03560757264494896, 0.05542796477675438, 0.032646939158439636, -0.038001470267772675, -0.036350201815366745, 0.030862564221024513, -0.07138016819953918, -0.0028388635255396366, -0.022097492590546608, -0.007966293953359127, -0.03962286189198494, 0.05045564845204353, 0.006041651591658592, 0.01947643980383873, 0.06452146172523499, 0.030734093859791756, -0.021867016330361366, -0.01906302198767662, 0.09939516335725784, 0.07265647500753403, 0.0587928332388401, -0.00480160815641284, 0.06661278754472733, -0.024605490267276764, -0.0485423244535923, 0.025964900851249695, 0.0011152767110615969, -0.024149660021066666, -0.03720135614275932, 0.03277434781193733, 0.07518666237592697, -0.032528314739465714, 0.06884317845106125, -0.01164773665368557, -0.018586160615086555, 0.00503070093691349, 0.027387280017137527, 0.028630176559090614, 0.08116137981414795, 0.004194350913167, 0.034462206065654755, -0.004640643019229174, -0.06407367438077927, 0.029080096632242203, -0.02313997596502304, -0.032207686454057693, 0.03829158470034599, -0.008787699043750763, 0.02783786691725254, 0.010815265588462353, 0.024604449048638344, 0.09212034940719604, -0.03512701764702797, -0.002434954745694995, -0.0042450749315321445, 0.008559994399547577, 0.018290122970938683, 0.01741538941860199, -0.033295679837465286, -0.028119122609496117, 0.003900967538356781, -0.047188907861709595, -0.01806793361902237, -0.00314274406991899, -0.021987510845065117, 0.04159038886427879, -0.009348293766379356, 0.011266570538282394, 0.027743972837924957, 0.01268165186047554, -0.03231184557080269, -0.06341502070426941, -0.04398326203227043, -0.032772161066532135, -0.04242867976427078, -0.02053607441484928, 0.030033130198717117, -0.020338300615549088, -0.04676057770848274, -0.01905827410519123, -0.021504787728190422, -0.01443567220121622, 0.06730715185403824, -0.05808906629681587, -0.04890808090567589, 0.01899920217692852, 0.01219430286437273, 0.01435292512178421, 0.012163234874606133, 0.058587003499269485, 0.004829533398151398, -0.01190468855202198, -0.02178974822163582, 0.02997344173491001, 0.0019915730226784945, 0.008690384216606617, 0.020940110087394714, -0.09357570856809616, 0.03211309015750885, 0.020578619092702866, -0.02266824059188366, -0.06722656637430191, 0.019659459590911865, 0.024720799177885056, 0.026521900668740273, 0.0407121516764164, 0.009449710138142109, 0.023130936548113823, -0.008808563463389874, -0.006546134129166603, -0.005218127276748419, 0.010893099941313267, 0.039429083466529846, -0.009386805817484856, 0.08865784108638763, 0.02336944080889225, -0.019177354872226715, -0.026232680305838585, -0.010606738738715649, 0.007071398664265871, 0.006180860567837954, -0.024767929688096046, -0.02333691157400608, -0.045904502272605896, -0.08542001247406006, -0.03759082406759262, 0.0141246747225523, -0.0405757911503315, -0.03605666756629944, 0.015803346410393715, 0.013330095447599888, -0.013751745223999023, 0.0012084303889423609, -0.06047135964035988, 0.02942022494971752, -0.022320957854390144, -0.008677424862980843, -0.0055114347487688065, 0.010464497841894627, 0.0019429754465818405, -0.012417042627930641, 0.022308552637696266, -0.03399580717086792, -0.013919220305979252, -0.0014788334956392646, 0.017285356298089027, 0.03450648859143257, 0.03362762928009033, -0.024984484538435936 ]
[ -0.06110387668013573, 0.016325965523719788, -0.018436135724186897, -0.031341567635536194, 0.020549217239022255, -0.032777365297079086, -0.018026357516646385, 0.023240309208631516, -0.018161078914999962, -0.026437822729349136, -0.022672683000564575, -0.012409226968884468, -0.013312037102878094, -0.0036176741123199463, 0.07881783694028854, 0.01833505555987358, -0.006783292628824711, -0.058822762221097946, 0.0351768434047699, 0.038276080042123795, 0.002151639200747013, -0.04887394979596138, -0.02523365616798401, -0.009544544853270054, -0.004486539401113987, 0.009013453498482704, 0.05469880253076553, -0.010649770498275757, 0.031947750598192215, -0.1660218983888626, -0.007924029603600502, 0.016104411333799362, 0.04624928906559944, -0.007334825117141008, 0.01638001948595047, 0.06920718401670456, -0.006207930389791727, 0.033085897564888, -0.021028488874435425, 0.022554902359843254, 0.016747398301959038, 0.013938416726887226, -0.03366762027144432, -0.03593149408698082, 0.062158215790987015, 0.016070550307631493, 0.018878722563385963, -0.052621740847826004, -0.034803569316864014, -0.0035203415900468826, -0.03721760958433151, -0.03143715113401413, -0.011960433796048164, -0.036650706082582474, -0.007451354060322046, 0.056622110307216644, 0.026820367202162743, 0.05596010759472847, 0.002732542110607028, 0.022041626274585724, 0.0072011323645710945, 0.0038614748045802116, -0.16088427603244781, 0.1077316626906395, 0.04099294915795326, 0.048795562237501144, -0.06286720931529999, -0.012396764941513538, 0.0024404949508607388, 0.07960852980613708, 0.022035451605916023, -0.03955109417438507, 0.013675485737621784, -0.014613790437579155, 0.04086635634303093, 0.003215010045096278, -0.001530277542769909, 0.0301051028072834, 0.021735915914177895, -0.07702126353979111, -0.002058567013591528, -0.018495365977287292, -0.048298727720975876, -0.022073877975344658, -0.045033521950244904, 0.044196173548698425, -0.019223827868700027, 0.08580301702022552, 0.004628528840839863, 0.02847668156027794, 0.03673838451504707, -0.03319873288273811, 0.015077847056090832, -0.010047880001366138, -0.06480351090431213, -0.016731785610318184, -0.0033101835288107395, 0.011239989660680294, -0.04038739949464798, 0.4750242233276367, -0.03166366368532181, -0.03540097549557686, 0.11520370095968246, 0.0317128486931324, -0.009252320975065231, 0.010762215591967106, 0.025083517655730247, -0.061984483152627945, 0.008048886433243752, -0.0037042484618723392, 0.005106068216264248, 0.02729358896613121, 0.05134027078747749, -0.023644529283046722, 0.049224525690078735, 0.009039755910634995, 0.004305241163820028, 0.013914010487496853, -0.011042820289731026, -0.03484134376049042, -0.007972506806254387, 0.0063704559579491615, 0.023396946489810944, -0.00008699782483745366, -0.03410675376653671, -0.04421881586313248, 0.02006242424249649, 0.044560737907886505, 0.02853347547352314, 0.0171368308365345, 0.03440693020820618, -0.015630757436156273, -0.011862809769809246, 0.007458162028342485, 0.026916619390249252, 0.023060059174895287, 0.05839461460709572, -0.04905179888010025, 0.005473767872899771, 0.043885745108127594, 0.007386273704469204, 0.009976066648960114, 0.0012220159405842423, -0.02534015290439129, -0.02058246359229088, 0.11096783727407455, 0.04099239036440849, -0.015936389565467834, -0.023973308503627777, -0.014216730371117592, 0.024127187207341194, 0.01883609965443611, 0.011647865176200867, -0.04214229807257652, 0.03465452045202255, -0.008711677975952625, 0.060354821383953094, 0.02856297977268696, -0.041890017688274384, -0.012690309435129166, 0.02159217558801174, -0.020074600353837013, -0.042634669691324234, 0.061208341270685196, 0.052703239023685455, -0.13592840731143951, -0.037579603493213654, 0.010144387371838093, 0.031252238899469376, -0.06456487625837326, -0.01567132957279682, 0.025151966139674187, -0.03804566711187363, 0.008241700008511543, 0.07000552862882614, -0.018755275756120682, -0.02713492326438427, 0.027669096365571022, 0.04826875403523445, -0.00012028373748762533, 0.0010188574669882655, 0.004440333694219589, -0.023563388735055923, 0.012637446634471416, -0.03251279145479202, -0.0846390575170517, -0.030815426260232925, -0.02416398376226425, -0.04134845733642578, -0.0027824672870337963, -0.027098415419459343, 0.017913619056344032, -0.08038418740034103, 0.10127637535333633, -0.02824486419558525, -0.008236832916736603, 0.03067459724843502, -0.03111107647418976, -0.0492926761507988, -0.013911554589867592, -0.0598548986017704, 0.01662493497133255, -0.07765951752662659, 0.046864330768585205, -0.0757819265127182, 0.04696795716881752, 0.03680194169282913, 0.0028102512005716562, 0.07789717614650726, 0.058755528181791306, -0.034019917249679565, -0.035402487963438034, 0.03200835362076759, 0.016610942780971527, 0.03912636637687683, -0.02242741920053959, 0.025609662756323814, 0.015788616612553596, 0.00514386547729373, -0.00020708325610030442, -0.004859838634729385, 0.008834403939545155, -0.06555304676294327, -0.34279391169548035, -0.013847610913217068, -0.04436606168746948, -0.01168217696249485, 0.008133403956890106, -0.047805480659008026, 0.014956710860133171, -0.0204466599971056, 0.0006797587848268449, 0.009274995885789394, 0.06268176436424255, -0.02085426263511181, 0.025783799588680267, -0.04452873766422272, -0.026949137449264526, 0.018234344199299812, 0.0007926013204269111, 0.013354448601603508, -0.027533352375030518, -0.049860600382089615, 0.00805725622922182, 0.03523211181163788, -0.03916686028242111, -0.07037697732448578, -0.023495156317949295, -0.04173609986901283, 0.1168234646320343, 0.0032200792338699102, 0.05461318418383598, -0.01137241069227457, 0.05612768232822418, -0.010289158672094345, 0.013850279152393341, -0.1261577308177948, 0.022742439061403275, 0.018512671813368797, 0.0602019801735878, 0.0028204983100295067, 0.002381066093221307, -0.05455393344163895, -0.028533589094877243, 0.033265240490436554, -0.042558811604976654, -0.03760266304016113, -0.09019112586975098, 0.0032080828677862883, -0.03423673287034035, -0.020804084837436676, -0.050524864345788956, 0.07039916515350342, -0.004713424015790224, -0.017769290134310722, 0.0146654536947608, 0.018702343106269836, -0.030508114024996758, -0.02820809744298458, -0.057192351669073105, 0.0009671509615145624, 0.010272319428622723, 0.019927693530917168, 0.036147113889455795, 0.05477067455649376, 0.044126201421022415, -0.03807755187153816, -0.0007429387187585235, 0.005446831230074167, -0.0028163515962660313, 0.022841865196824074, 0.03335851803421974, -0.01946697011590004, -0.02229277417063713, 0.06329002976417542, 0.015280689112842083, -0.029539121314883232, 0.04669788107275963, 0.01315142959356308, 0.006184254307299852, 0.03549797832965851, 0.03735140711069107, -0.0031821434386074543, 0.011667856015264988, -0.031006762757897377, 0.009074743837118149, -0.037492603063583374, 0.0034630256704986095, 0.018587857484817505, -0.03521663695573807, -0.05428500846028328, 0.03402445465326309, 0.004421287216246128, -0.02803533710539341, 0.033036477863788605, -0.014946662820875645, -0.03454488143324852, 0.04270055145025253, -0.025790156796574593, -0.26425451040267944, 0.00005424437404144555, 0.05574756860733032, 0.01850777678191662, -0.02575048990547657, 0.007953548803925514, 0.011483198031783104, -0.015297397039830685, 0.029789654538035393, 0.03418007865548134, 0.021424243226647377, -0.017297808080911636, -0.02374355122447014, 0.0083018708974123, 0.03509962186217308, -0.04764188081026077, 0.0357833206653595, 0.019132867455482483, 0.011018211022019386, -0.01690611056983471, -0.015770407393574715, 0.005838755518198013, 0.13952164351940155, -0.0008518354152329266, 0.05011321231722832, -0.00234437407925725, -0.027913851663470268, 0.01002416480332613, 0.020263871178030968, -0.013158787041902542, 0.019693680107593536, -0.031662918627262115, 0.028070490807294846, -0.003864679718390107, 0.012879019603133202, -0.0677979588508606, -0.03356791287660599, 0.0483984611928463, 0.008911912329494953, 0.03374785929918289, 0.007501224987208843, 0.0014667835785076022, -0.018128499388694763, 0.062417615205049515, 0.051557157188653946, 0.01893908903002739, -0.011488556861877441, 0.0039827716536819935, -0.029339183121919632, -0.018778212368488312, -0.0354890413582325, -0.03491673618555069, 0.025024205446243286, -0.027569636702537537, 0.007628229912370443, 0.06327909976243973, 0.005140556488186121, -0.05029034987092018, -0.007830466143786907, 0.013322561047971249, -0.028429463505744934, -0.011947735212743282, 0.07546345889568329, 0.0015133998822420835, 0.055049218237400055 ]
[ -0.015577486716210842, 0.025712892413139343, -0.003362569259479642, -0.02151649072766304, -0.022833451628684998, 0.015596874989569187, -0.0054646688513457775, 0.008816316723823547, -0.017790041863918304, -0.005419719498604536, -0.0011700454633682966, 0.012540853582322598, 0.01933111809194088, 0.0009312183829024434, 0.03214690461754799, -0.018673250451683998, 0.016120310872793198, -0.008393673226237297, 0.024068839848041534, 0.013659647665917873, -0.01081228256225586, 0.011685465462505817, -0.012174624018371105, -0.022589081898331642, -0.015035317279398441, 0.02499014511704445, -0.009007691405713558, 0.030157338827848434, 0.03428709879517555, -0.14900881052017212, 0.0004553819017019123, -0.0007834696443751454, -0.005125781521201134, 0.022382522001862526, 0.033806148916482925, 0.0007867447566241026, 0.029373858124017715, -0.017683200538158417, 0.002643782878294587, 0.004446572158485651, 0.010590046644210815, 0.004446853883564472, -0.006246944423764944, -0.01309056207537651, 0.014772876165807247, 0.02211999148130417, -0.019362913444638252, -0.03203383460640907, -0.014600132592022419, -0.023410795256495476, -0.045256197452545166, -0.026949534192681313, -0.009952631779015064, 0.006300080101937056, 0.006929316557943821, -0.0031028210651129484, -0.006497988477349281, 0.0029697618447244167, -0.04337148368358612, -0.034867092967033386, -0.010427705012261868, 0.02686375007033348, -0.046265922486782074, -0.019216245040297508, 0.02286149375140667, -0.005086253397166729, -0.03346632793545723, 0.0031569888815283775, -0.013291298411786556, -0.0021578874439001083, -0.0030769226141273975, 0.0032700637821108103, -0.03700312227010727, -0.028393186628818512, 0.0074225724674761295, 0.02535737305879593, 0.015207616612315178, 0.0026818241458386183, 0.0019698902033269405, -0.03417384624481201, -0.017835678532719612, 0.01312688272446394, -0.0023406404070556164, -0.0012080279411748052, -0.0031868654768913984, -0.012071277014911175, -0.002619547303766012, 0.023186564445495605, 0.02899993769824505, -0.004241602029651403, -0.010259946808218956, 0.001714734942652285, -0.004493787884712219, 0.009893893264234066, -0.0787290707230568, -0.026653766632080078, -0.03214653581380844, -0.02957300841808319, -0.025489401072263718, 0.8587199449539185, -0.007866201922297478, 0.001016237074509263, 0.02684200182557106, -0.004529002122581005, 0.0005231216782703996, -0.00704432837665081, 0.0116939228028059, 0.012599483132362366, -0.004158966243267059, -0.03370918706059456, -0.0150925163179636, 0.02120167762041092, 0.03316805511713028, 0.0036801148671656847, 0.025806456804275513, 0.0326676182448864, 0.04145851731300354, 0.010014122352004051, -0.030104495584964752, 0.006961442530155182, 0.012799584306776524, -0.012718191370368004, -0.007287549786269665, 0.028046516701579094, -0.01690302975475788, -0.19320867955684662, -0.026065072044730186, -7.98579066728829e-33, 0.04202655702829361, 0.0018916658591479063, 0.00823413860052824, 0.010630324482917786, 0.00896826758980751, -0.036412112414836884, 0.02576233074069023, 0.00016652123304083943, -0.008327560499310493, -0.03237169235944748, 0.004228789359331131, 0.0007026759558357298, 0.011084675788879395, -0.005486574023962021, 0.015169607475399971, -0.02135877124965191, -0.00238086748868227, 0.036923088133335114, 0.0025669196620583534, 0.01580631546676159, 0.020440487191081047, 0.029679657891392708, 0.007080545648932457, -0.00045652082189917564, 0.04759659990668297, 0.04216155409812927, 0.00953217875212431, -0.0003960036556236446, -0.04302056506276131, -0.048513926565647125, -0.03546959534287453, 0.021299071609973907, -0.030771974474191666, -0.009874531999230385, -0.006569359451532364, -0.03728228807449341, -0.013185239396989346, -0.008373351767659187, -0.02451462857425213, -0.03295513615012169, -0.015971342101693153, -0.006083567626774311, -0.03358312323689461, 0.020899038761854172, -0.0003198918129783124, -0.012279651127755642, -0.002792318118736148, 0.0079712038859725, 0.018311433494091034, -0.02563229762017727, 0.025677965953946114, 0.007338402792811394, -0.005363659467548132, 0.056342460215091705, -0.017907842993736267, 0.0011182345915585756, 0.018805691972374916, 0.01996520534157753, 0.004675384610891342, 0.016113853082060814, 0.029936155304312706, -0.004008420277386904, -0.034740597009658813, 0.02769484743475914, 0.001978720538318157, -0.043794531375169754, 0.011535379104316235, 0.039237361401319504, 0.009863940998911858, 0.007886922918260098, -0.0470927432179451, -0.0038679619319736958, 0.014515703544020653, -0.001064918702468276, -0.0021017719991505146, -0.0077696978114545345, -0.010473080910742283, 0.011461878195405006, -0.015334130264818668, 0.03956976905465126, 0.02662910893559456, 0.03592672944068909, -0.012123674154281616, -0.028136489912867546, -0.018491342663764954, -0.0005108065670356154, 0.057953815907239914, 0.00429941713809967, -0.0108533576130867, 0.013294747099280357, 0.04324600473046303, 0.0049360524863004684, 0.02629731595516205, -0.011584659107029438, -0.030657604336738586, 7.933224763971425e-33, -0.039567142724990845, -0.01760578528046608, -0.0518542118370533, -0.003871619701385498, 0.005893447902053595, -0.03439212590456009, 0.013202189467847347, -0.01077995914965868, -0.04266440123319626, 0.031250130385160446, -0.04262390732765198, -0.01465326827019453, -0.003491191891953349, 0.03302623704075813, 0.052579913288354874, -0.009651453234255314, 0.011669027619063854, -0.03144020214676857, 0.027597127482295036, 0.020114563405513763, 0.028794240206480026, 0.005575739778578281, 0.00005440663153422065, 0.005870443303138018, 0.005642686039209366, 0.0705232322216034, -0.0128014599904418, 0.017110217362642288, 0.0036028812173753977, -0.032536961138248444, -0.021567655727267265, -0.024920471012592316, -0.005080097820609808, -0.026094522327184677, 0.0028810978401452303, 0.027781961485743523, -0.008030977100133896, 0.0012549242237582803, -0.00858023390173912, -0.0005271938280202448, 0.00836716964840889, -0.0052622240036726, -0.007827566005289555, 0.017267687246203423, 0.02091478742659092, 0.02013903297483921, -0.00010722346632974222, -0.05844051390886307, -0.03409996256232262, 0.04175926372408867, 0.013297155499458313, 0.031030427664518356, 0.020013684406876564, 0.0024437331594526768, 0.017553474754095078, -0.041242294013500214, -0.021953443065285683, -0.0021803576964884996, -0.00636149849742651, 0.022358976304531097, 0.0077466340735554695, -0.0023665919434279203, -0.039032887667417526, -0.0028631642926484346, -0.009744733572006226, -0.017478888854384422, 0.004367161076515913, -0.005880003795027733, -0.014831198379397392, -0.008518745191395283, -0.023206790909171104, 0.0247905682772398, 0.0045136758126318455, 0.049210965633392334, -0.000027361722459318116, -0.006430765613913536, -0.014253145083785057, 0.02828410640358925, -0.018319550901651382, 0.018447553738951683, -0.028120994567871094, -0.02634228579699993, -0.005803958047181368, 0.008330081589519978, 0.013358453288674355, 0.01652545854449272, -0.029591955244541168, 0.036547306925058365, 0.006736135110259056, -0.02237493172287941, 0.0010760474251583219, -0.04324611648917198, 0.008060608990490437, 0.025463484227657318, 0.00016716030950192362, -1.3525850661721961e-8, -0.01123047899454832, 0.0006880218861624599, -0.027246391400694847, 0.012832124717533588, 0.007625905331224203, -0.00196914398111403, 0.0022931729909032583, 0.007965044118463993, -0.00047098714276216924, 0.017729531973600388, 0.02894965000450611, -0.011622071266174316, 0.0075456141494214535, 0.01512877643108368, 0.0217560064047575, -0.00419595604762435, -0.021830543875694275, -0.0186331607401371, 0.04107726365327835, -0.010113774798810482, 0.04523444175720215, 0.05528910085558891, -0.015548449009656906, 0.003778214566409588, -0.012276170775294304, 0.015397599898278713, -0.013628538697957993, -0.08886785805225372, -0.03379383683204651, 0.013468097895383835, 0.01835644617676735, -0.02544543333351612, -0.011446641758084297, 0.02692095749080181, -0.019901858642697334, -0.037451066076755524, 0.0625547394156456, 0.011100460775196552, 0.020506739616394043, -0.00823582150042057, -0.019398005679249763, 0.0021592294797301292, -0.034241896122694016, -0.026482325047254562, 0.012517329305410385, 0.036388084292411804, 0.00649865111336112, -0.02306039072573185, 0.013611285015940666, -0.031094755977392197, -0.002237733220681548, 0.014880008064210415, 0.028126921504735947, 0.016216645017266273, 0.005696757696568966, 0.0028626355342566967, 0.0025550348218530416, -0.028982030227780342, 0.016654301434755325, 0.0027857550885528326, 0.01628720387816429, 0.058118343353271484, -0.018669109791517258, -0.012074613943696022 ]
pimp-my-architecture-dan-north
https://markhneedham.com/blog/2009/04/25/pimp-my-architecture-dan-north
false
2009-04-25 11:14:12
OO with a bit of functional mixed in
[ "oop", "functional-programming" ]
[ "OOP" ]
From my experiences playing around with F# and doing a bit of functional C# I'm beginning to think that the combination of functional and object oriented programming actually results in code which I think is more expressive and easy to work with than code written only with an object oriented approach in mind. I'm also finding it much more fun to write code this way! In a recent post Dean Wampler http://blog.objectmentor.com/articles/2009/04/20/is-the-supremacy-of-object-oriented-programming-over[questions whether the supremacy of object oriented programming is over] before going on to suggest that the future is probably going to be a mix of functional programming and object oriented programming. I agree with his conclusion but there are some things Dean talks about which I don't really understand: ____ The problem is that there is never a stable, clear object model in applications any more. What constitutes a BankAccount or Customer or whatever is fluid. It changes with each iteration. It's different from one subsystem to another even within the same iteration! I see a lot of misfit object models that try to be all things to all people, so they are bloated and the teams that own them can't be agile. The other extreme is "`balkanization`", where each subsystem has its own model. We tend to think the latter case is bad. However, is lean and mean, but non-standard, worse than bloated, yet standardized? ____ I don't think an object model needs to be stable - for me the whole point is to iterate it until we get something that fits the domain that we're working in. I'm not sure who thinks it's bad for each subsystem to have its own model - this is certainly an approach that I think is quite useful. Having the same model across different subsystems makes our life significantly more difficult. There are http://www.markhneedham.com/blog/2009/03/30/ddd-recognising-relationships-between-bounded-contexts/[several solutions for this] outlined in http://domaindrivendesign.org[Domain Driven Design]. Dean goes on to suggest that in a lot of applications data is just data and that having that data wrapped in objects doesn't add much value. I've worked on some projects which took that approach and I found the opposite to be true - if we have some data in an application it is very likely that there is going to be some sort of behaviour associated to it, meaning that it more than likely represents some concept in the business domain. I find it much easier to communicate with team mates about domain concepts if they're represented explicitly as an object instead of just as a hash map of data for example. Creating objects also helps manage the complexity by hiding information and from my experience it's much http://www.markhneedham.com/blog/2009/03/12/oo-reducing-the-cost-oflots-of-stuff/[easier to make changes] in our code base when we've managed data & behaviour in this manner. I think there is still a place for the functional programming approach though. http://www.markhneedham.com/blog/2008/12/17/functional-collection-parameters-in-c/[Functional collection parameters] for example are an excellent way to *reduce accidental complexity* in our code and removing useless state from our applications when performing operations on collections. I don't think using this type of approach to coding necessarily means that we need to expose the state of our objects though - we can still make use of these language features within our objects. The most interesting thing for me about using this approach to some areas areas of coding when using C# is that you do need to change your mindset about how to solve a problem. I typically solve problems with a procedural mindset where you just consider the next step you need to take sequentially to solve the problem. This can end up leading to quite verbose solutions. The functional mindset seems to be more about considering the problem as a whole and then working out how we can simplify that problem from the outside in which is a bit of a paradigm shift. I don't think I've completely made but it can certainly lead to solutions which are much easier to understand. The other idea of functional programming that I've been experimenting with is that of trying to keep *objects as immutable as possible*. This pretty much means that every operation that I perform on an object which would previously mutate the object now returns a new instance of it. This is much easier in F# than in C# where you end up writing quite a lot of extra code to make that possible and can be a bit confusing if you're not used to that approach. Sadek Drobi did a http://qconlondon.com/london-2009/presentation/Functional+Programming+with+a+Mainstream+Language[presentation at QCon London] where he spoke more about taking a functional programming approach on a C# project and while he's gone further than I have with the functional approach my current thinking is that we should model our domain and manage complexity with objects but when it comes to solving problems within those objects which are more algorithmic in nature the functional approach works better.
null
null
[ 0.00327293761074543, 0.005781175103038549, 0.004380086436867714, 0.044040098786354065, 0.07807992398738861, 0.024385157972574234, 0.019740082323551178, 0.030672913417220116, 0.014058679342269897, -0.027910426259040833, -0.006951066665351391, 0.005382903385907412, -0.06964752078056335, 0.01186692900955677, -0.027194904163479805, 0.06150447577238083, 0.06670384109020233, -0.0223521888256073, 0.037262074649333954, 0.014645712450146675, 0.011000785045325756, 0.05524663254618645, -0.009843801148235798, 0.03509839251637459, 0.03044353425502777, 0.019546784460544586, 0.013265341520309448, 0.008636175654828548, -0.05273899435997009, -0.015524333342909813, 0.021550334990024567, 0.023243211209774017, -0.00852786935865879, 0.0006250389851629734, 0.012002093717455864, -0.012116063386201859, 0.0023561320267617702, 0.01654200628399849, -0.007360279094427824, 0.019805848598480225, -0.07271557301282883, 0.04484718292951584, 0.001698872772976756, 0.002800743328407407, -0.030904317274689674, 0.0024215441662818193, -0.06174306944012642, 0.0018425959860906005, -0.01715216040611267, 0.004942355211824179, -0.06014106050133705, 0.023388033732771873, 0.0037175125908106565, 0.002727193757891655, -0.03793909773230553, 0.05442383140325546, 0.01825660467147827, -0.06598430126905441, -0.008967520669102669, -0.05749328434467316, -0.0040124813094735146, -0.01532409805804491, 0.01269993744790554, 0.015103419311344624, 0.029670389369130135, -0.008371110074222088, -0.030599890276789665, 0.033282890915870667, -0.04878755658864975, -0.0019012135453522205, 0.0024218435864895582, 0.0030965525656938553, -0.0081840381026268, -0.0191681869328022, 0.004734456539154053, -0.06093406304717064, -0.0004942393279634416, 0.05522475391626358, 0.021285297349095345, 0.03653000295162201, -0.021650824695825577, 0.03297991305589676, 0.026416145265102386, 0.014580558985471725, 0.00783243216574192, -0.027134140953421593, -0.009938286617398262, -0.011399234645068645, -0.04335309937596321, 0.07154961675405502, 0.017981112003326416, -0.06488204747438431, 0.0023977472446858883, 0.03494088351726532, -0.007461897097527981, 0.019780561327934265, 0.027010949328541756, 0.014595253393054008, -0.013738029636442661, 0.003129701130092144, -0.015220151282846928, -0.028670277446508408, -0.003485941793769598, -0.010049998760223389, -0.059251997619867325, -0.02649184875190258, -0.01828819140791893, -0.02074584551155567, 0.009916975162923336, 0.009046188555657864, -0.061624493449926376, 0.02843785658478737, -0.017209874466061592, -0.0022535475436598063, -0.06998320668935776, 0.059643495827913284, -0.004087993875145912, -0.031913645565509796, -0.014253957197070122, 0.009970567189157009, 0.052714671939611435, 0.005061133299022913, -0.03110276721417904, 0.06676541268825531, 0.010932976379990578, 0.013083475641906261, -0.025122012943029404, 0.062260039150714874, -0.03155750781297684, -0.06460180133581161, -0.004530159290879965, 0.03794137015938759, -0.05302426591515541, -0.004928009118884802, 0.006214573048055172, -0.047695234417915344, -0.007602480240166187, -0.0003881470765918493, 0.03934530168771744, 0.054912175983190536, -0.001791903399862349, -0.04592794179916382, 0.005510838236659765, -0.016486654058098793, 0.012975932098925114, -0.011584121733903885, 0.009643656201660633, -0.000984851852990687, -0.02568751946091652, -0.0002442042459733784, 0.013331557624042034, 0.06752155721187592, 0.0026596607640385628, -0.04647233337163925, 0.047121141105890274, 0.10603710263967514, 0.021497203037142754, 0.022910185158252716, 0.002158042276278138, 0.036041948944330215, 0.0407646968960762, 0.020060332491993904, 0.003147504525259137, 0.023169400170445442, 0.02620876021683216, -0.0035598238464444876, 0.012270523235201836, 0.0567888505756855, 0.007011448033154011, -0.004565487615764141, -0.07320865988731384, -0.055542390793561935, 0.05628775805234909, -0.04915032908320427, -0.017765214666724205, 0.0210174098610878, 0.08902723342180252, 0.02469269372522831, 0.047053251415491104, -0.00925007276237011, -0.07599738985300064, -0.0026047772262245417, 0.01757453754544258, 0.003166967537254095, 0.014866548590362072, -0.0028638197109103203, 0.06146567687392235, 0.013611666858196259, 0.0021755157504230738, 0.04200660437345505, -0.05173194780945778, -0.08244562149047852, -0.013314652256667614, -0.032604094594717026, 0.06101786717772484, -0.019611695781350136, -0.022114455699920654, 0.07134493440389633, 0.002829220611602068, 0.058280099183321, 0.03739438205957413, -0.00373092875815928, 0.0009605179657228291, -0.021866239607334137, -0.009758710861206055, 0.035913240164518356, 0.03944628685712814, 0.015108306892216206, -0.06367321312427521, 0.010100625455379486, 0.014543414115905762, -0.03195160999894142, 0.04532137140631676, -0.031360700726509094, 0.03263310343027115, -0.0007503328961320221, 0.04944967105984688, -0.03217769041657448, 0.041826341301202774, -0.06915062665939331, -0.006434006616473198, -0.006228697020560503, -0.023586219176650047, 0.011284174397587776, 0.005427530501037836, 0.11279834806919098, 0.07729845494031906, -0.05632321164011955, -0.04616254195570946, 0.013618416152894497, 0.028111916035413742, -0.03588147833943367, 0.003061119932681322, -0.001833755406551063, -0.0031950820703059435, 0.03395404666662216, -0.04307522252202034, -0.0046566566452383995, 0.014850519597530365, -0.033269189298152924, 0.013585822656750679, 0.06446615606546402, -0.032551806420087814, 0.052346743643283844, -0.003975357860326767, -0.034955959767103195, 0.017523884773254395, -0.016719955950975418, -0.04935166612267494, 0.018736865371465683, -0.00747629115357995, -0.00849717017263174, 0.06879115849733353, -0.01832169108092785, -0.030823204666376114, -0.03409929201006889, -0.018389254808425903, 0.019724305719137192, 0.029303211718797684, 0.0668678805232048, -0.016621990129351616, 0.05894993618130684, -0.02539687603712082, 0.017014745622873306, -0.007087679114192724, -0.06299155205488205, -0.033485643565654755, -0.0176527202129364, 0.007700399029999971, 0.03289294242858887, -0.0047853561118245125, 0.01096549816429615, 0.017887266352772713, 0.007893689908087254, -0.02490316331386566, -0.016898855566978455, 0.03167400136590004, -0.00774804363027215, -0.05093248933553696, -0.04775054380297661, -0.045331571251153946, 0.0545848086476326, -0.02850782684981823, -0.025605235248804092, -0.02767001837491989, -0.060268599539995193, 0.06688090413808823, -0.0807626023888588, -0.061347827315330505, 0.0046942816115915775, 0.036147017031908035, 0.027003411203622818, -0.027013111859560013, 0.00114584737457335, 0.0645056888461113, 0.03420212119817734, 0.012633454985916615, -0.004315410740673542, -0.0029157311655580997, 0.02471262961626053, 0.0072364467196166515, 0.014240258373320103, 0.05085236579179764, 0.004238593392074108, -0.008217058144509792, -0.048905279487371445, 0.042873628437519073, 0.010020517744123936, -0.28481510281562805, 0.008835311979055405, -0.00507790083065629, -0.054279524832963943, 0.017960527911782265, 0.005882679019123316, -0.013937928713858128, -0.04746396467089653, -0.014411578886210918, 0.016987618058919907, -0.0420614592730999, -0.04725400358438492, -0.014495965093374252, 0.05851288512349129, 0.01061027217656374, 0.030092569068074226, 0.03246137127280235, -0.033999066799879074, -0.03080045059323311, 0.059341445565223694, -0.025144191458821297, -0.07039587944746017, 0.007867162115871906, 0.048624638468027115, 0.03098640963435173, 0.03670548275113106, -0.09738589078187943, 0.02896369993686676, -0.0511346235871315, 0.009117591194808483, -0.012537664733827114, 0.015165463089942932, 0.0010761299636214972, -0.036281995475292206, -0.009942280128598213, -0.020230762660503387, 0.011300655081868172, 0.020429212599992752, -0.0002677965967450291, 0.014126301743090153, -0.013753262348473072, -0.05078409984707832, -0.027962716296315193, 0.020455781370401382, 0.06159995496273041, -0.0076220231130719185, -0.07065460085868835, 0.001918691210448742, -0.05783616751432419, 0.06358038634061813, -0.03645157441496849, -0.04604349285364151, 0.003503437153995037, 0.05466485768556595, -0.01209835335612297, -0.032421693205833435, 0.0207773856818676, -0.010935734026134014, -0.03841250762343407, -0.009694050997495651, -0.03112916462123394, -0.0452139638364315, -0.021135099232196808, -0.050402380526065826, -0.016139458864927292, -0.0408843569457531, -0.08662339299917221, -0.001474036369472742, 0.0582277774810791, 0.030497942119836807, -0.02424095943570137, 0.026839543133974075, 0.003368585603311658, -0.11796246469020844, -0.0188479982316494, -0.01916797086596489, 0.0031776102259755135, -0.02010432630777359, 0.03140893951058388, 0.0480593666434288, -0.01194168720394373, -0.0718192607164383, 0.02321949042379856, 0.015139726921916008, 0.020786043256521225, -0.01770106330513954, 0.04274542257189751, 0.004855929408222437, -0.01835882104933262, 0.014967046678066254, 0.08510790020227432, 0.006696805357933044, 0.012446890585124493, -0.039676278829574585, 0.031832169741392136, 0.010961435735225677, 0.039294157177209854, -0.028391314670443535, 0.0044739218428730965, 0.015550444833934307, 0.005291781388223171, -0.064951092004776, 0.020853081718087196, -0.007285562343895435, -0.013205240480601788, -0.02185530588030815, -0.04289684817194939, 0.020444145426154137, 0.04810009524226189, 0.020275507122278214, 0.0008292970596812665, -0.024261774495244026, 0.013721305876970291, -0.06843438744544983, -0.040189433842897415, -0.018663140013813972, -0.006199758034199476, 0.03489575907588005, 0.008557923138141632, -0.01206458080559969, -0.04763555899262428, 0.013385487720370293, 0.02105124481022358, 0.007847449742257595, -0.07478109747171402, -0.0386112742125988, -0.015013497322797775, -0.007282440550625324, -0.006335321813821793, 0.04516845569014549, -0.008755396120250225, 0.04489149525761604, 0.017090456560254097, -0.05364016816020012, 0.01623968780040741, 0.009557479061186314, -0.03669488802552223, -0.026962878182530403, -0.027995651587843895, -0.04103892669081688, 0.02507673390209675, 0.013467039912939072, 0.02778586745262146, 0.017306135967373848, 0.025641288608312607, 0.01966266706585884, 0.03494122996926308, 0.008001204580068588, 0.03882605955004692, 0.00823171902447939, 0.009599876590073109, -0.09872592985630035, 0.02266082353889942, -0.049564946442842484, -0.04243166372179985, -0.04315614700317383, 0.042185112833976746, -0.021811196580529213, -0.045691393315792084, -0.03213002160191536, 0.03401807323098183, -0.04640985280275345, -0.035023149102926254, -0.039385050535202026, 0.008301268331706524, 0.07933461666107178, -0.038529977202415466, 0.029003579169511795, -0.029907649382948875, -0.015029925853013992, 0.01753399707376957, 0.024816161021590233, -0.024386562407016754, -0.005218899808824062, 0.008419058285653591, -0.0031135801691561937, -0.020314538851380348, 0.016617683693766594, 0.06275473535060883, 0.024782871827483177, 0.0017761080525815487, -0.02103975974023342, 0.0003605599340517074, 0.017241738736629486, 0.06349882483482361, 0.0035754861310124397, 0.00045026108273305, -0.006201640702784061, -0.01327846385538578, -0.0011769776465371251, -0.04498128592967987, -0.007380185183137655, -0.0038426504470407963, 0.04811778664588928, -0.03420168161392212, -0.06960079073905945, 0.05443248525261879, 0.03573475405573845, 0.01093982718884945, -0.00392345292493701, 0.013289140537381172, 0.025298161432147026, -0.016526101157069206, 0.016623958945274353, 0.053876303136348724, -0.048911064863204956, 0.011585568077862263, -0.00358418351970613, 0.02511606551706791, 0.014078301377594471, 0.020314708352088928, -0.0325685478746891, -0.03937874361872673, -0.03522684797644615, -0.009475634433329105, -0.03277946263551712, -0.02559833601117134, -0.02550465054810047, -0.008372334763407707, 0.01087729912251234, -0.04307464882731438, -0.004836249630898237, -0.01626017689704895, 0.0020797518081963062, -0.030738728120923042, 0.019780537113547325, -0.03850267827510834, 0.012307818047702312, 0.020004073157906532, -0.025333665311336517, 0.00655202753841877, -0.03210141509771347, 0.006918381899595261, 0.017517631873488426, -0.010677388869225979, -0.02172689512372017, -0.022228354588150978, 0.02310476452112198, -0.009520874358713627, 0.033958662301301956, -0.004409037996083498, -0.03099064901471138, -0.0197068490087986, 0.0007757932180538774, -0.052093759179115295, 0.019884074106812477, -0.007432136218994856, -0.015165764838457108, 0.002585227135568857, 0.04890868812799454, 0.003478677710518241, 0.032904546707868576, -0.005300732795149088, 0.000477586523629725, 0.05417391657829285, -0.06801362335681915, -0.02646247111260891, -0.046321362257003784, -0.06651267409324646, -0.0037680414970964193, 0.002164428122341633, 0.01899634674191475, -0.021002905443310738, 0.03903740271925926, 0.043643318116664886, 0.06175020709633827, 0.047632575035095215, 0.003100815461948514, 0.05316981300711632, -0.05543837323784828, 0.011126930825412273, -0.06475924700498581, 0.015339897945523262, 0.040096886456012726, 0.029347820207476616, -0.02219706028699875, -0.018242500722408295, -0.02198641374707222, 0.04111505672335625, -0.06651556491851807, -0.003287253202870488, 0.03653180971741676, 0.014273240230977535, -0.012640305794775486, 0.0005802292143926024, -0.06802579760551453, 0.026020225137472153, 0.015038172714412212, -0.039057984948158264, -0.03109104000031948, 0.0006083902553655207, 0.03237812966108322, 0.00047864773659966886, 0.0273747481405735, -0.039986155927181244, 0.012278609909117222, 0.07554259896278381, 0.01830443926155567, -0.011591315269470215, 0.056834347546100616, -0.008183563128113747, 0.042926326394081116, 0.02912234328687191, -0.010547525249421597, -0.023857340216636658, -0.002066106302663684, -0.01560718473047018, -0.06967130303382874, 0.013043084181845188, 0.02600989118218422, -0.03233352676033974, -0.05062440037727356, 0.05262700840830803, 0.022284017875790596, -0.008203406818211079, -0.02592957392334938, -0.0007166107534430921, -0.06514354795217514, 0.011170216836035252, -0.013598867692053318, 0.006565345451235771, -0.04035654291510582, 0.05319251865148544, 0.016001321375370026, -0.004985600709915161, 0.058724451810121536, -0.012489361688494682, -0.033772170543670654, -0.01405443623661995, 0.09247027337551117, 0.07321115583181381, 0.06060110405087471, 0.0028019812889397144, 0.06046019867062569, -0.04217829927802086, -0.0454423725605011, 0.011349779553711414, -0.006613484583795071, -0.004323674365878105, -0.020109962671995163, 0.032885704189538956, 0.0648820623755455, -0.0010546661214902997, 0.05691513046622276, -0.03395925834774971, -0.002470028353855014, -0.0024746640119701624, 0.009902914986014366, 0.0012101888423785567, 0.06152460351586342, 0.010409245267510414, 0.010398652404546738, -0.012906716205179691, -0.02463824488222599, 0.006624408531934023, -0.03664454445242882, -0.018718905746936798, -0.006717789452522993, 0.01640809141099453, 0.02023318037390709, 0.006989059969782829, 0.041251685470342636, 0.08644574880599976, -0.039104122668504715, 0.022056395187973976, -0.012857841327786446, 0.011622630059719086, 0.0074045839719474316, -0.006448559463024139, -0.008490325883030891, -0.03194977343082428, 0.017452076077461243, 0.008683263324201107, -0.015200715512037277, -0.01708708144724369, -0.033542927354574203, 0.055643368512392044, -0.021802615374326706, -0.004815453663468361, 0.00034441001480445266, 0.0030796416103839874, -0.013585816137492657, -0.06362411379814148, -0.05658015236258507, -0.018298998475074768, -0.06391127407550812, -0.011829796247184277, 0.03727586567401886, 0.005041066557168961, -0.023295165970921516, -0.02675813063979149, -0.013174827210605145, -0.02263285405933857, 0.06603635847568512, -0.029103266075253487, -0.030563436448574066, 0.017025677487254143, 0.016693828627467155, 0.042983587831258774, 0.03553181141614914, 0.0431961715221405, -0.01345475297421217, -0.006203844677656889, -0.028892697766423225, -0.009550830349326134, 0.023509927093982697, 0.012514447793364525, 0.017150241881608963, -0.07444175332784653, 0.028607496991753578, 0.022438745945692062, -0.015560775995254517, -0.08066674321889877, 0.022606149315834045, 0.009441698901355267, -0.0031869797967374325, 0.03498087078332901, -0.04119008406996727, -0.00036532068043015897, -0.035330332815647125, -0.0007600159733556211, -0.00953061692416668, 0.032976265996694565, 0.045855674892663956, -0.017371034249663353, 0.08573021739721298, 0.02149287611246109, -0.020646575838327408, -0.04558594152331352, 0.0027044168673455715, -0.010412353090941906, 0.0063367425464093685, -0.011706230230629444, -0.038489993661642075, -0.0060898014344275, -0.05729614198207855, -0.014087441377341747, 0.02198067121207714, -0.018876321613788605, -0.0430193692445755, 0.01867779903113842, 0.03927304595708847, -0.06400609761476517, 0.04346059262752533, -0.012916265055537224, 0.042782511562108994, -0.002627858892083168, -0.005194658413529396, -0.0011494813952594995, 0.012307501398026943, -0.0005879912059754133, 0.018708523362874985, 0.013899273239076138, -0.04616260528564453, -0.019264085218310356, 0.003303241916000843, 0.03661807253956795, 0.015986109152436256, 0.02515961416065693, 0.033578138798475266 ]
[ -0.09721062332391739, -0.02127956971526146, -0.04336388781666756, -0.04553906247019768, 0.04398266598582268, -0.041225798428058624, -0.017167067155241966, 0.015422802418470383, 0.004785438533872366, -0.02407216466963291, -0.014996620826423168, -0.0455147884786129, -0.022364752367138863, -0.011108570732176304, 0.10004016011953354, -0.0010705626336857677, 0.000609806680586189, -0.03122425079345703, 0.036139752715826035, 0.007568235509097576, 0.02576351724565029, -0.0542907677590847, -0.07416379451751709, -0.04213527590036392, 0.006635231431573629, 0.04215336963534355, 0.037287961691617966, -0.02691398188471794, 0.022017821669578552, -0.20042386651039124, -0.021017588675022125, 0.03770734742283821, 0.05109693109989166, -0.033031415194272995, 0.0076270089484751225, 0.067478708922863, 0.02964322455227375, 0.01341667678207159, -0.04871956259012222, 0.056022364646196365, 0.00796828605234623, 0.020036892965435982, -0.03868122026324272, -0.017591025680303574, 0.028937211260199547, 0.00658234441652894, -0.018417201936244965, -0.03389398008584976, -0.05319767817854881, 0.02107206918299198, -0.038461484014987946, -0.03687785193324089, -0.03761189430952072, -0.00936933234333992, -0.00020105636212974787, 0.04676973074674606, 0.011336594820022583, 0.06654693931341171, -0.01047646813094616, 0.006962515413761139, -0.006999559700489044, -0.019808301702141762, -0.1037798598408699, 0.09266306459903717, 0.06044032424688339, 0.0667610913515091, -0.03197001665830612, -0.053813327103853226, -0.01394338347017765, 0.09201165288686752, 0.014972425997257233, -0.014807118102908134, -0.022468574345111847, 0.0218831617385149, 0.008163521066308022, -0.02697625383734703, -0.0044798352755606174, 0.016468986868858337, 0.03329627588391304, -0.03534756228327751, -0.020327219739556313, -0.005768114700913429, -0.010617204941809177, -0.004897222388535738, -0.04311405122280121, 0.004903324879705906, -0.016854844987392426, 0.03187398239970207, 0.038284070789813995, 0.039407167583703995, 0.015757916495203972, 0.0041519817896187305, 0.07202096283435822, -0.008203312754631042, -0.04571034759283066, 0.01026939693838358, 0.002288341987878084, -0.006542981136590242, -0.030317427590489388, 0.41071903705596924, -0.03758386895060539, -0.04944262653589249, 0.1283729076385498, 0.013848667964339256, -0.027878494933247566, 0.03041655756533146, 0.0030642577912658453, -0.05170165374875069, 0.029319152235984802, -0.03286970779299736, -0.011469526216387749, 0.014881841838359833, 0.03026517480611801, -0.04889519140124321, -0.023898236453533173, -0.0236381646245718, 0.03710838034749031, 0.014113795943558216, 0.02295157127082348, -0.0014191846130415797, 0.0009353398345410824, 0.014944090507924557, 0.018979782238602638, 0.02645520307123661, -0.01023896038532257, -0.04175736382603645, 0.0030079693533480167, 0.04772977903485298, 0.03940332308411598, -0.011764369904994965, 0.05621840059757233, -0.03246793895959854, -0.07922499626874924, -0.02892235852777958, 0.0014531916240230203, 0.00923751201480627, 0.029080642387270927, -0.024348102509975433, -0.012263020500540733, 0.038409143686294556, -0.022118709981441498, -0.009992318227887154, 0.04376782476902008, -0.039881568402051926, -0.04026714339852333, 0.1358647644519806, 0.023823611438274384, -0.01700698770582676, -0.022555071860551834, -0.02546895109117031, 0.002113815164193511, 0.04371068626642227, -0.005230030044913292, -0.054808925837278366, 0.02967628836631775, 0.020365573465824127, 0.07876579463481903, -0.0010877014137804508, -0.0747423842549324, -0.015028419904410839, -0.06429647654294968, -0.005105938762426376, -0.0396721288561821, 0.05392592027783394, 0.02483620122075081, -0.09302110224962234, -0.009548901580274105, 0.012464306317269802, 0.05002632364630699, -0.06764709949493408, -0.0013114851899445057, 0.02424224279820919, -0.008030380122363567, -0.00892676692456007, 0.06276582926511765, -0.03424673154950142, -0.03941559046506882, 0.001327206613495946, 0.04872683808207512, 0.019510596990585327, 0.033580370247364044, 0.03382473811507225, -0.035251569002866745, 0.0022546336986124516, -0.018497159704566002, -0.09439423680305481, -0.04380576312541962, -0.01944831572473049, -0.04523027688264847, -0.041116416454315186, -0.0016636945074424148, -0.022673524916172028, -0.05589833855628967, 0.09905746579170227, -0.04156385362148285, -0.03664618358016014, 0.0501711405813694, 0.008298099040985107, -0.004138776566833258, -0.019246906042099, -0.03453897312283516, 0.06909424811601639, -0.04255472868680954, 0.01725306361913681, -0.07223271578550339, 0.02101963572204113, 0.04192275553941727, -0.0522388331592083, 0.05586455762386322, 0.047105077654123306, -0.03922878950834274, -0.039482150226831436, 0.01657215878367424, 0.03244098275899887, -0.004576108884066343, -0.0349600650370121, 0.00913222599774599, 0.024288572371006012, -0.014868628233671188, 0.01448506023734808, -0.029007254168391228, 0.002406239975243807, -0.007451574318110943, -0.3300083875656128, -0.019601324573159218, -0.03788768872618675, -0.02335488237440586, 0.028525393456220627, -0.0670449510216713, 0.022458534687757492, -0.005286482162773609, -0.040330611169338226, -0.004970514215528965, 0.06526601314544678, 0.0040368284098804, -0.012052019126713276, -0.0860966369509697, -0.005369517952203751, 0.019459230825304985, -0.01915781944990158, -0.057368818670511246, -0.06458286195993423, -0.002999038202688098, -0.017197951674461365, 0.011788814328610897, -0.0007211468764580786, -0.063814178109169, -0.00290838535875082, -0.06109854206442833, 0.09976547211408615, -0.03993142768740654, 0.14119663834571838, -0.0006226410623639822, 0.0445038340985775, -0.006837544962763786, 0.025617565959692, -0.08620645105838776, 0.01259902399033308, -0.02086162380874157, 0.027496997267007828, -0.020404253154993057, 0.040380582213401794, -0.022561002522706985, -0.043845295906066895, -0.0009918685536831617, -0.05309613421559334, -0.044868819415569305, -0.04879152774810791, 0.021505823358893394, -0.018108442425727844, -0.027013281360268593, -0.023216163739562035, 0.07532340288162231, -0.024917755275964737, 0.002704428043216467, 0.024685006588697433, 0.048555415123701096, -0.03453916311264038, -0.019010694697499275, -0.08089620620012283, -0.0002206255740020424, 0.004826889839023352, 0.02087664045393467, 0.04406283423304558, 0.06238029524683952, 0.021298347041010857, -0.044661082327365875, 0.006414386443793774, 0.01272567454725504, 0.004937388002872467, -0.02695394679903984, 0.06416808068752289, -0.05257239565253258, -0.009555624797940254, 0.11568769812583923, -0.008577043190598488, -0.022473471239209175, 0.03945555165410042, 0.03145613521337509, -0.004776007495820522, 0.05248188599944115, 0.02925129048526287, -0.0009259734069928527, 0.03407997265458107, -0.011306346394121647, 0.008137604221701622, -0.013319004327058792, 0.000299741979688406, 0.019674591720104218, -0.008314884267747402, -0.04817846417427063, 0.0030340468510985374, 0.00045677885646000504, -0.02813592366874218, -0.003961192909628153, 0.000132523404317908, -0.06794179975986481, 0.08602685481309891, 0.005268278066068888, -0.23700514435768127, 0.010462284088134766, 0.11256159096956253, 0.07197893410921097, -0.013179430738091469, 0.03858397156000137, 0.02029966190457344, -0.07937798649072647, 0.016058750450611115, -0.000039027050661388785, 0.03783334419131279, 0.03142956644296646, 0.018371084704995155, 0.010344873182475567, 0.06111863628029823, -0.005838929209858179, 0.039703283458948135, -0.028660735115408897, 0.03237639740109444, -0.029963577166199684, 0.014676131308078766, 0.021767759695649147, 0.15900202095508575, -0.01745818741619587, 0.026802031323313713, 0.0018218638142570853, 0.026842335239052773, 0.025258691981434822, 0.060609303414821625, 0.016053365543484688, 0.02349824085831642, 0.012528883293271065, 0.06404867768287659, 0.006916275713592768, 0.023867834359407425, -0.06683258712291718, -0.0006717473734170198, 0.04935801774263382, 0.029255295172333717, -0.0024585130158811808, 0.014399580657482147, -0.008294181898236275, -0.018782325088977814, 0.003278166987001896, 0.08005106449127197, 0.01616240106523037, 0.004728248808532953, -0.02371080406010151, -0.03706244379281998, -0.0043862429447472095, -0.0371675007045269, -0.054775774478912354, 0.023315362632274628, -0.013340559788048267, 0.02658604085445404, 0.05154059827327728, 0.007047215476632118, -0.009229530580341816, -0.03256802260875702, 0.016416965052485466, 0.026068905368447304, -0.007776979822665453, 0.06819167733192444, 0.03476722165942192, 0.017524996772408485 ]
[ 0.01046913955360651, -0.009413172490894794, -0.009479217231273651, 0.0008244930650107563, -0.023409072309732437, -0.02763413079082966, 0.0007030419073998928, 0.035861533135175705, 0.01569511368870735, -0.0035465648397803307, -0.02924361266195774, 0.030114969238638878, -0.014833631925284863, -0.022510994225740433, 0.028401745483279228, -0.008249904960393906, 0.011029692366719246, -0.003223518608137965, 0.030380047857761383, 0.027057327330112457, 0.0007030701963230968, -0.00024631098494865, -0.04556489363312721, -0.004387333523482084, -0.03657480329275131, 0.009490576572716236, -0.009350815787911415, -0.0209600068628788, 0.019362416118383408, -0.14053401350975037, -0.03621777519583702, -0.01317990105599165, 0.008251345716416836, 0.03573914244771004, 0.011362383142113686, -0.019335608929395676, 0.02285013161599636, 0.005028847139328718, 0.02659519948065281, 0.003195422003045678, 0.0037297983653843403, -0.026156600564718246, 0.012750012800097466, -0.01719691790640354, 0.014521176926791668, 0.026861101388931274, -0.0001724032626952976, -0.018733885139226913, -0.013714111410081387, 0.02539346180856228, -0.03554697707295418, -0.005636302288621664, -0.012336916290223598, 0.0095855463296175, 0.024473778903484344, 0.009135980159044266, 0.020294494926929474, -0.02915550209581852, -0.02245267480611801, -0.013813318684697151, -0.004888280760496855, 0.02178015001118183, -0.029768941923975945, 0.0024580429308116436, -0.010745932348072529, 0.005923747550696135, -0.045407600700855255, 0.02061261422932148, -0.023826153948903084, -0.0038724583573639393, 0.025863466784358025, -0.014925389550626278, -0.006097078789025545, -0.042108435183763504, 0.02523779682815075, 0.033161405473947525, 0.041939377784729004, -0.015111399814486504, 0.0328073725104332, -0.04214688763022423, -0.03128528967499733, 0.025168148800730705, -0.00455873878672719, -0.022106964141130447, -0.017483776435256004, -0.01460620854049921, 0.020508624613285065, -0.040211208164691925, 0.008508007973432541, 0.006882651709020138, -0.010503542609512806, 0.034974731504917145, 0.019825944676995277, -0.037952546030282974, -0.09167376905679703, -0.016081325709819794, 0.0039002918638288975, -0.02579914778470993, 0.003547106171026826, 0.8583025932312012, 0.002106275875121355, 0.058106228709220886, 0.06226911023259163, 0.0013804209884256124, -0.015638040378689766, 0.0017302848864346743, 0.017233584076166153, 0.017259793356060982, 0.019856663420796394, -0.04165934771299362, -0.011513355188071728, 0.023601947352290154, 0.03528585657477379, 0.005488838534802198, -0.014501084573566914, -0.004047532100230455, -0.03463262319564819, -0.019128087908029556, -0.005164929665625095, 0.015869606286287308, 0.022072890773415565, 0.0009508769726380706, -0.014711616560816765, -0.00577220693230629, 0.013211513869464397, -0.1626352071762085, -0.036021389067173004, -9.162213658647727e-33, 0.013211208395659924, -0.012700479477643967, 0.0013791669625788927, 0.012353475205600262, 0.040352337062358856, -0.0008678246522322297, 0.0314289815723896, -0.01622917316854, -0.015401860699057579, 0.025125036016106606, -0.02530387043952942, -0.02660989575088024, 0.004213851876556873, -0.02547132410109043, 0.014292513951659203, -0.017536845058202744, 0.01051519438624382, 0.017085935920476913, -0.009723580442368984, 0.035671476274728775, 0.05427655205130577, 0.02026316523551941, 0.0019567811395972967, -0.038205865770578384, 0.04531978443264961, 0.018496964126825333, -0.027676844969391823, 0.008891740813851357, 0.0244993194937706, -0.02961602993309498, -0.017141975462436676, 0.025722777470946312, -0.008980289101600647, 0.011740632355213165, 0.011776580475270748, -0.04584144800901413, -0.011068839579820633, -0.01800762489438057, -0.0013066580286249518, -0.04580008238554001, -0.033549003303050995, 0.012978585436940193, -0.03882355988025665, 0.00873852800577879, -0.022630475461483, 0.03143090009689331, 0.0031579420901834965, 0.04087717831134796, 0.021941103041172028, -0.003713977290317416, 0.01880793459713459, 0.0038413882721215487, -0.028762103989720345, 0.007257636170834303, -0.04338949918746948, -0.013480299152433872, -0.02204320579767227, -0.017714837566018105, -0.00037346637691371143, 0.014579694718122482, 0.00863166805356741, -0.0009837590623646975, -0.025936976075172424, -0.01875130459666252, -0.015568429604172707, -0.013199887238442898, -0.0012164603685960174, -0.009748761542141438, 0.01620456576347351, -0.013995454646646976, -0.02517097443342209, 0.014459164813160896, -0.024347418919205666, 0.018524473533034325, -0.011769897304475307, -0.009068760089576244, 0.01237175241112709, 0.01103043369948864, -0.035779133439064026, 0.030900917947292328, 0.01491093821823597, 0.016153443604707718, 0.018285049125552177, 0.0012891708174720407, -0.003152470337226987, 0.030099811032414436, 0.0387110598385334, -0.0036976442206650972, 0.016381174325942993, -0.0012373925419524312, 0.029687916859984398, -0.012469751760363579, 0.006964243017137051, -0.034450989216566086, -0.007569876965135336, 8.947959242059226e-33, -0.008979217149317265, -0.040093254297971725, -0.015425365418195724, 0.015019968152046204, 0.009179570712149143, -0.014050854369997978, 0.020945342257618904, -0.015356920659542084, -0.047578904777765274, 0.04176264628767967, -0.012755710631608963, 0.0013261879794299603, -0.02230858989059925, 0.03853464499115944, 0.048203445971012115, -0.02406253293156624, 0.019420797005295753, -0.05018681287765503, 0.024323439225554466, 0.030949868261814117, 0.01641078107059002, -0.006663099862635136, 0.017384594306349754, 0.02492842823266983, -0.006325423717498779, 0.06832284480333328, -0.0787293016910553, 0.0005333615117706358, 0.006478268653154373, -0.0005177524872124195, -0.010381664149463177, 0.017452411353588104, 0.03806566447019577, -0.030939646065235138, -0.03119797259569168, -0.009108440950512886, 0.0008752383873797953, -0.04070507362484932, 0.02512383460998535, 0.00473759276792407, 0.04137277230620384, -0.018718287348747253, 0.0015552726108580828, -0.01257034856826067, 0.032532140612602234, -0.010063575580716133, 0.002064169617369771, -0.005999518092721701, 0.02350311167538166, 0.0052730427123606205, 0.00046953611308708787, -0.007840313017368317, 0.01128764171153307, 0.01735992729663849, -0.015662487596273422, 0.0016198265366256237, 0.03927967697381973, -0.014242034405469894, -0.002833394333720207, 0.028373343870043755, -0.02091655507683754, 0.037375688552856445, -0.007572587113827467, -0.00902907270938158, -0.02688007242977619, -0.01969802938401699, -0.000989006832242012, -0.03994732350111008, -0.002247471362352371, -0.03332837298512459, -0.046646978706121445, -0.021503914147615433, -0.007310507353395224, 0.05442793294787407, 0.0172073096036911, -0.017005791887640953, -0.03364668786525726, -0.010402114130556583, 0.013147525489330292, 0.038366999477148056, 0.008212676271796227, -0.004290563985705376, 0.014305703341960907, 0.020175432786345482, -0.012089047580957413, -0.01794598437845707, -0.002459521172568202, -0.012046570889651775, -0.017878659069538116, -0.0218958780169487, -0.020207343623042107, -0.021219316869974136, 0.01236737985163927, -0.0023414844181388617, -0.013581711798906326, -1.4270987058750961e-8, -0.0324750617146492, 0.006161816418170929, -0.007838818244636059, 0.01307523064315319, 0.02427784726023674, -0.009749580174684525, -0.024156905710697174, -0.03217647597193718, -0.00642675394192338, 0.006568079348653555, 0.004662660416215658, 0.00932091474533081, -0.030906328931450844, -0.00749696372076869, 0.023215923458337784, -0.016010597348213196, -0.00015813457139302045, -0.03359502553939819, 0.025414904579520226, 0.0345943346619606, 0.004370694514364004, 0.06079208478331566, -0.03771882876753807, -0.0075033134780824184, 0.0386231429874897, -0.004554814659059048, 0.019683323800563812, -0.053959086537361145, 0.0530206635594368, 0.01685178652405739, 0.011038763448596, -0.016120480373501778, -0.00439611217007041, 0.01745646260678768, -0.0034651830792427063, -0.02137700468301773, 0.03654146194458008, 0.03975244611501694, -0.0030142650939524174, 0.0027928310446441174, 0.02424626052379608, 0.019124839454889297, -0.011498598381876945, -0.02920660935342312, 0.0019152123713865876, 0.0009889641078189015, -0.007317384239286184, 0.009542718529701233, 0.0156902726739645, -0.02961510606110096, -0.013299021869897842, 0.018409401178359985, 0.04043767228722572, 0.04359463229775429, 0.0010480990167707205, -0.013068183325231075, 0.006619178224354982, -0.03835596889257431, -0.02036411687731743, 0.0009015846881084144, 0.026056379079818726, 0.0031842743046581745, -0.008563486859202385, -0.029329106211662292 ]
oo-with-a-bit-of-functional-mixed-in
https://markhneedham.com/blog/2009/04/25/oo-with-a-bit-of-functional-mixed-in
false
2009-04-25 22:12:43
F#: Not equal/Not operator
[ "f" ]
[ "fsharp" ]
While continuing playing with http://www.markhneedham.com/blog/2009/04/18/f-refactoring-that-little-twitter-application-into-objects/[my F# twitter application] I was trying to work out how to exclude the tweets that I posted from the list that gets displayed. I actually originally had the logic the wrong way round so that it was only showing my tweets! [source,ocaml] ---- let excludeSelf (statuses:seq<TwitterStatus>) = statuses |> Seq.filter (fun eachStatus -> eachStatus.User.ScreenName.Equals("markhneedham")) ---- Coming from the world of Java and C# '!' would be the operator to find the screen names that don't match my own name. So I tried that. [source,ocaml] ---- let excludeSelf (statuses:seq<TwitterStatus>) = statuses |> Seq.filter (fun eachStatus -> !(eachStatus.User.ScreenName.Equals("markhneedham"))) ---- Which leads to the error: [source,text] ---- Type constraint mismatch. The type 'bool' is not compatible with the type 'bool ref'. ---- If we look at the definition of '!' we see the following: [source,ocaml] ---- (!);; > val it : ('a ref -> 'a) ---- It's not a logical negation operator at all. In actual fact it's an operator used to deference a mutable reference cell. What I was looking for was actually http://stackoverflow.com/questions/239888/logical-negation-operator-in-f-equivalent[the 'not' operator]. [source,ocaml] ---- let excludeSelf (statuses:seq<TwitterStatus>) = statuses |> Seq.filter (fun eachStatus -> not (eachStatus.User.ScreenName.Equals("markhneedham"))) ---- I could also have used the '<>' operator although that would have changed the implementation slightly: [source,ocaml] ---- let excludeSelf (statuses:seq<TwitterStatus>) = statuses |> Seq.filter (fun eachStatus -> eachStatus.User.ScreenName <> "markhneedham") ---- The http://research.microsoft.com/en-us/um/cambridge/projects/fsharp/manual/FSharp.Core/Microsoft.FSharp.Core.Operators.html[Microsoft Research F# website] seems to be quite a useful reference for understanding the different operators.
null
null
[ 0.006916141137480736, -0.00477005448192358, -0.022095130756497383, -0.01811991259455681, 0.0745387002825737, 0.018147166818380356, 0.027573712170124054, 0.029408298432826996, -0.0015428656479343772, 0.006899529602378607, -0.030582457780838013, 0.012322850525379181, -0.09491223841905594, 0.01607738807797432, 0.009977111592888832, 0.06860551238059998, 0.07607865333557129, -0.025363128632307053, 0.024639522656798363, -0.01842387579381466, 0.04032621905207634, 0.07896631211042404, 0.0032982281409204006, 0.004825301002711058, 0.04637282341718674, -0.000601238280069083, 0.030414927750825882, 0.0015206560492515564, -0.0453910157084465, 0.009506480768322945, 0.029021764174103737, 0.050191886723041534, -0.014454435557126999, -0.027077021077275276, -0.012165909633040428, 0.01726551353931427, 0.031341202557086945, 0.02733887918293476, -0.027181033045053482, 0.03203320503234863, -0.07437607645988464, 0.023340387269854546, -0.007349506486207247, 0.00959599670022726, -0.061859115958213806, 0.01807517372071743, -0.032205309718847275, 0.0055409083142876625, -0.025669710710644722, -0.0067344545386731625, -0.058095838874578476, 0.02078734152019024, -0.02097553387284279, 0.001815684954635799, 0.01367359422147274, 0.05559303238987923, 0.00549899460747838, -0.09477540850639343, 0.029119646176695824, -0.030965525656938553, 0.015484176576137543, -0.01979469694197178, 0.010915722697973251, 0.02621990628540516, 0.013851013965904713, -0.020676923915743828, -0.023177364841103554, 0.034573283046483994, -0.05324733629822731, -0.016901670023798943, 0.0016299772541970015, 0.020774874836206436, -0.004783567041158676, 0.0002561937435530126, 0.017309721559286118, -0.027915282174944878, 0.008871117606759071, 0.07980194687843323, 0.029945578426122665, 0.028210705146193504, -0.01447299774736166, -0.006107470486313105, 0.04929199442267418, 0.044393595308065414, 0.02797887474298477, -0.010158074088394642, -0.023473989218473434, 0.007699177600443363, -0.06124001741409302, 0.05023306608200073, 0.03185487911105156, -0.010253481566905975, 0.02470235340297222, 0.008785415440797806, 0.00926909688860178, 0.0019319902639836073, 0.018794069066643715, -0.019382093101739883, -0.01792239211499691, -0.036769766360521317, -0.03019099496304989, -0.040059976279735565, 0.028506558388471603, 0.001089023076929152, -0.09689755737781525, -0.032194118946790695, 0.0026195908430963755, 0.006059133447706699, 0.05139331892132759, 0.02892015315592289, -0.04830963909626007, 0.043746571987867355, 0.012315419502556324, 0.00455128587782383, -0.08229756355285645, 0.04962937533855438, 0.009621999226510525, -0.017024707049131393, -0.009441438131034374, 0.05169578269124031, 0.04893845319747925, 0.016733525320887566, -0.023618336766958237, 0.07205530256032944, 0.006694186013191938, 0.027038220316171646, -0.024680159986019135, 0.053010568022727966, -0.02020377293229103, -0.05578427016735077, -0.028577057644724846, 0.06486009806394577, -0.03965039178729057, 0.03140724077820778, -0.020033130422234535, -0.013773873448371887, -0.051805995404720306, -0.03610857203602791, 0.06429262459278107, 0.03317450359463692, -0.0019407982472330332, -0.06337522715330124, -0.007352464832365513, -0.028455261141061783, 0.022318612784147263, -0.0034389635547995567, -0.019121842458844185, 0.01573522575199604, 0.0020175734534859657, 0.029420340433716774, 0.016273576766252518, 0.010091021656990051, 0.04859904199838638, -0.029338767752051353, 0.015179380774497986, 0.07764837890863419, 0.048506949096918106, -0.0014479262754321098, -0.027656229212880135, 0.03373195603489876, 0.036718275398015976, 0.056921325623989105, -0.0007034513400867581, 0.04056646302342415, 0.032442428171634674, 0.002562504028901458, 0.005886385217308998, 0.050446733832359314, -0.022116590291261673, -0.021411139518022537, -0.049131378531455994, -0.07645364105701447, 0.05982941389083862, -0.025217708200216293, 0.009421885944902897, 0.03058156557381153, 0.06533882766962051, -0.014139008708298206, 0.04815416410565376, 0.01677677594125271, -0.060520485043525696, 0.03652593120932579, -0.0014894113410264254, 0.03622466325759888, 0.0012885202886536717, 0.007345686201006174, 0.04382072016596794, 0.0010585859417915344, 0.02361290343105793, 0.014481081627309322, -0.06168491765856743, -0.07298080623149872, -0.019063493236899376, 0.015848921611905098, 0.0619029700756073, -0.014460104517638683, -0.007455161307007074, 0.053673841059207916, 0.009770774282515049, 0.03549153730273247, 0.05101914703845978, -0.031407877802848816, 0.03428970277309418, -0.021501582115888596, -0.08506427705287933, 0.07564520835876465, 0.020274590700864792, -0.026141684502363205, -0.04038103297352791, 0.03995135799050331, -0.00988652091473341, 0.011263061314821243, 0.029316958039999008, -0.019381001591682434, 0.028929322957992554, 0.008348654955625534, 0.00453301053494215, -0.04315171763300896, 0.048624131828546524, -0.08478299528360367, 0.032741524279117584, 0.023315371945500374, 0.012531018815934658, -0.014294381253421307, 0.005877871997654438, 0.13524307310581207, 0.026990413665771484, -0.03826993703842163, -0.07505147159099579, 0.023302853107452393, 0.01622699946165085, -0.022306719794869423, 0.00571070471778512, -0.020647849887609482, 0.0009835383389145136, -0.009484866634011269, -0.013614398427307606, -0.013010506518185139, 0.026872139424085617, -0.032038502395153046, 0.02046854980289936, 0.06582752615213394, -0.03694237768650055, 0.044219210743904114, 0.008811892941594124, -0.027871999889612198, 0.022871069610118866, -0.013558059930801392, -0.032062266021966934, 0.025449642911553383, 0.030971253290772438, -0.024127526208758354, 0.04428492859005928, -0.026007795706391335, -0.033344168215990067, -0.024434108287096024, -0.047299593687057495, 0.027044320479035378, 0.03088013269007206, 0.049608148634433746, -0.03171649947762489, 0.029458045959472656, -0.03447847440838814, -0.03450295701622963, -0.0363483652472496, -0.03939887881278992, -0.025917550548911095, 0.011842307634651661, 0.014499208889901638, 0.03232023864984512, 0.028692586347460747, -0.026249786838889122, 0.012857247143983841, 0.004753354471176863, -0.010595282539725304, 0.007943728007376194, -0.009599846787750721, 0.008121133781969547, -0.005105826538056135, -0.023035438731312752, -0.02072431519627571, 0.053024034947156906, -0.023293431848287582, -0.04397837072610855, 0.0023533806670457125, -0.08538390696048737, 0.07306128740310669, -0.05719694495201111, -0.04006960988044739, 0.021010050550103188, 0.034922659397125244, 0.02849332056939602, 0.0063502672128379345, -0.04021190106868744, 0.05322743579745293, 0.0014992805663496256, 0.03157467767596245, 0.037630245089530945, -0.01455435436218977, 0.03715234249830246, -0.024223610758781433, 0.0348055325448513, 0.07708681374788284, -0.008598681539297104, 0.012210005894303322, -0.04857592657208443, 0.011975927278399467, -0.005747410003095865, -0.2527642846107483, 0.04820971190929413, 0.004598833620548248, -0.0160828884691, -0.0038339211605489254, -0.03511940687894821, 0.01894991286098957, -0.033361610025167465, -0.010141465812921524, 0.05065524950623512, -0.005497748497873545, -0.011680076830089092, -0.013357812538743019, 0.027563100680708885, -0.0020079126115888357, -0.039376068860292435, -0.010431965813040733, -0.06899183243513107, 0.012940646149218082, 0.04800619184970856, -0.014523257501423359, -0.04469315707683563, 0.029090482741594315, 0.0576348602771759, 0.033914610743522644, 0.060284413397312164, -0.0838150680065155, 0.015690287575125694, -0.02182077057659626, -0.012366830371320248, -0.01196379866451025, -0.00770370801910758, 0.007060231640934944, -0.026911025866866112, -0.037686049938201904, -0.03133134916424751, 0.02145761251449585, 0.003006301587447524, 0.014049496501684189, 0.05275893956422806, -0.027298543602228165, -0.0428563728928566, -0.018850622698664665, -0.042618200182914734, 0.059565234929323196, -0.0015467251650989056, -0.08743760734796524, 0.016673630103468895, -0.015523022972047329, 0.04913124814629555, -0.016201883554458618, -0.039180587977170944, -0.010215116664767265, 0.048272110521793365, 0.0019414437701925635, -0.01497664861381054, 0.0007871260750107467, -0.038281168788671494, -0.06857265532016754, -0.03809762001037598, -0.04827982187271118, -0.055089373141527176, -0.028727710247039795, -0.00614215387031436, -0.04818596690893173, -0.06606946885585785, -0.05331984534859657, 0.02209307812154293, 0.06937585026025772, 0.00471304589882493, -0.012894970364868641, -0.014242907054722309, -0.010516371577978134, -0.10558465123176575, -0.0493655726313591, -0.010067705996334553, -0.027771756052970886, -0.011390045285224915, 0.01864210143685341, 0.03388447314500809, -0.02541866898536682, -0.038063015788793564, 0.02994062937796116, 0.021964028477668762, 0.043625570833683014, -0.014873306266963482, 0.017281370237469673, -0.009618639945983887, -0.012908312492072582, 0.012298226356506348, 0.07396229356527328, -0.0011292010312899947, -0.015828488394618034, -0.018243327736854553, 0.00929523166269064, 0.04177885875105858, 0.02781734988093376, -0.0075625949539244175, 0.01118981558829546, 0.042696513235569, 0.04906901717185974, -0.02845911867916584, 0.008954709395766258, -0.04868137091398239, -0.01105403807014227, 0.017886288464069366, -0.05246284604072571, 0.020452452823519707, -0.0013701284769922495, -0.0032210159115493298, -0.013814226724207401, -0.02602303959429264, 0.0018268872518092394, -0.03649052977561951, -0.03151571378111839, -0.028581909835338593, -0.002095109084621072, 0.025576811283826828, 0.03668531775474548, -0.024079786613583565, -0.047473128885030746, 0.011730176396667957, 0.0041073900647461414, -0.024677464738488197, -0.07957269251346588, -0.06004311144351959, -0.01741296984255314, -0.013443178497254848, -0.014258871786296368, 0.02916272170841694, -0.002584239235147834, 0.01416119746863842, -0.025884635746479034, -0.019188400357961655, 0.043695785105228424, -0.04374340921640396, 0.030063504353165627, -0.05764710530638695, -0.018264461308717728, -0.007869020104408264, 0.008538599126040936, -0.026946457102894783, 0.02742888778448105, 0.021286169067025185, 0.04595080018043518, -0.008657220751047134, 0.025354618206620216, 0.009938600473105907, -0.011149898171424866, 0.029640667140483856, 0.022860974073410034, -0.06144694611430168, 0.00950043834745884, -0.011283021420240402, 0.013960073702037334, 0.0208391435444355, 0.03867088630795479, -0.018392246216535568, -0.04529760032892227, -0.06396795809268951, 0.028407037258148193, -0.022769099101424217, -0.007872692309319973, -0.024180788546800613, -0.010757033713161945, 0.03780587762594223, -0.03585764765739441, 0.033984869718551636, -0.021900979802012444, -0.007079370319843292, -0.015547421760857105, -0.003893657587468624, -0.01151389628648758, 0.06032891198992729, -0.016731031239032745, -0.008955501019954681, -0.0013826017966493964, 0.005158082582056522, 0.003272095462307334, 0.03629978746175766, -0.01606971211731434, -0.016594700515270233, 0.009827743284404278, 0.022373180836439133, 0.05176633596420288, 0.028678249567747116, -0.0005310651613399386, -0.018381774425506592, -0.01893237605690956, 0.013088366016745567, -0.04234318807721138, -0.010921832174062729, -0.020116057246923447, 0.00331158097833395, -0.03719716891646385, -0.0725666955113411, 0.007625206373631954, 0.025381922721862793, 0.024924257770180702, -0.007391788065433502, -0.01569255068898201, 0.007763353642076254, -0.028568200767040253, 0.002569270320236683, 0.057498712092638016, -0.061986371874809265, 0.024551773443818092, 0.01645069196820259, -0.008170331828296185, 0.05787795037031174, 0.01924428530037403, -0.08426311612129211, -0.011112203821539879, -0.020095083862543106, -0.0009889221983030438, -0.05301477760076523, -0.03784852847456932, -0.01483133900910616, 0.022620581090450287, -0.034146178513765335, 0.0034457407891750336, -0.010496890172362328, 0.008946011774241924, 0.0028969482518732548, -0.012282680720090866, 0.036917317658662796, -0.033432092517614365, 0.013869980350136757, 0.07095585018396378, -0.0293749887496233, -0.015029232017695904, -0.038956865668296814, 0.03210443630814552, 0.05730351433157921, -0.0034380846191197634, -0.011273650452494621, -0.06572549790143967, -0.01869785599410534, -0.029694868251681328, 0.037311702966690063, 0.00882171280682087, -0.042717866599559784, -0.00999889150261879, -0.016902294009923935, -0.02950156480073929, 0.0009258469799533486, 0.005910562817007303, -0.03203145042061806, 0.023109152913093567, 0.03587590530514717, 0.0013309704372659326, 0.05442497506737709, -0.034681618213653564, -0.0008092788048088551, 0.06317503750324249, -0.04565451666712761, -0.00967269018292427, -0.012116887606680393, -0.06036689877510071, 0.026403803378343582, -0.01960754208266735, 0.005658632144331932, -0.03258495032787323, 0.014954940415918827, 0.049506425857543945, 0.001322086900472641, 0.06586123257875443, -0.015123006887733936, 0.02377668395638466, -0.026675095781683922, 0.004541393369436264, -0.07813935726881027, -0.009889996610581875, 0.03952585533261299, 0.007909441366791725, 0.007968297228217125, -0.022241123020648956, 0.004917372949421406, 0.020225180312991142, -0.036178864538669586, -0.020058291032910347, 0.018354222178459167, 0.002811774844303727, -0.0025460219476372004, 0.04928113892674446, -0.03292327746748924, 0.04378218948841095, 0.028994102030992508, -0.01638859696686268, -0.030585579574108124, -0.02569642663002014, 0.04698500037193298, -0.0025550948921591043, -0.0034232111647725105, -0.0057474160566926, -0.01714029535651207, 0.06000201031565666, 0.04037431254982948, 0.04680653288960457, 0.05493719503283501, -0.04671567305922508, 0.0045370315201580524, 0.044612325727939606, -0.017028776928782463, -0.015580981969833374, 0.04137507826089859, -0.02467491663992405, -0.06578745692968369, -0.0018807734595611691, 0.024613704532384872, -0.02756105363368988, -0.07739237695932388, 0.05999603495001793, -0.002099123550578952, -0.02536614239215851, -0.010738515295088291, 0.008803606033325195, -0.019894225522875786, -0.026459740474820137, -0.06687682121992111, 0.018214883282780647, -0.055446889251470566, 0.05437832325696945, 0.0008133566007018089, 0.008132613264024258, 0.072911836206913, 0.0022298586554825306, 0.0070495386607944965, -0.002325815614312887, 0.08508624881505966, 0.0679074302315712, 0.0448160246014595, -0.0219563040882349, 0.05672698840498924, -0.028915945440530777, -0.05193166434764862, 0.01934058964252472, -0.023472581058740616, -0.021624470129609108, 0.008238198235630989, 0.003991306759417057, 0.09528465569019318, -0.0038607895839959383, 0.060728106647729874, -0.032749854028224945, -0.004270531237125397, -0.02984459325671196, -0.008155755698680878, 0.017768051475286484, 0.038409214466810226, -0.021057099103927612, 0.05507059767842293, 0.006513127591460943, -0.03410600870847702, 0.04453142359852791, -0.02359948307275772, -0.008359802886843681, -0.014781679026782513, -0.00008232919935835525, -0.005831114016473293, 0.004848326090723276, 0.04775262996554375, 0.04311482980847359, -0.02241927944123745, 0.0059113213792443275, 0.022185582667589188, 0.02073247730731964, -0.00454062782227993, -0.011596166528761387, 0.0044009690172970295, -0.01973039098083973, -0.009225388057529926, -0.00785089936107397, 0.014297914691269398, -0.04281703010201454, -0.020867373794317245, 0.049539245665073395, -0.050381287932395935, 0.004553989041596651, -0.003196406876668334, -0.005889879539608955, -0.022873273119330406, -0.053512729704380035, -0.04601234570145607, -0.04113341122865677, -0.06775225698947906, -0.006712895818054676, -0.006138598546385765, -0.0014797530602663755, -0.006319287233054638, -0.03297761082649231, -0.01016089878976345, -0.0038926482666283846, 0.042385514825582504, -0.02901168167591095, -0.018013887107372284, 0.013921144418418407, 0.01569676585495472, 0.019645506516098976, 0.033996786922216415, 0.06532712280750275, -0.03552676737308502, 0.003022297751158476, -0.0571095272898674, -0.00009568328823661432, 0.048382360488176346, 0.031158853322267532, -0.0253794863820076, -0.09078182280063629, -0.017787884920835495, 0.009044279344379902, 0.003868361236527562, -0.07449822127819061, 0.005348235834389925, 0.028641989454627037, 0.01864805445075035, 0.02957846410572529, 0.0001955236220965162, -0.009463799186050892, -0.016043366864323616, -0.01081767026335001, 0.004274730570614338, -0.0056874873116612434, 0.051907382905483246, -0.035697612911462784, 0.08461784571409225, 0.002448674524202943, -0.018251558765769005, -0.01881267875432968, 0.0033299350179731846, -0.029004264622926712, 0.001574877416715026, -0.028000857681035995, -0.06218011677265167, -0.049428459256887436, -0.05728397145867348, -0.016577672213315964, 0.02884807251393795, -0.02893306501209736, -0.0472777783870697, 0.011945975944399834, 0.058784496039152145, -0.04518798366189003, 0.06643672287464142, -0.023467469960451126, 0.011707577854394913, -0.008292516693472862, -0.03670414537191391, -0.012312701903283596, 0.002219016198068857, -0.010369822382926941, 0.02750079706311226, 0.04594344273209572, -0.031427860260009766, -0.01582280732691288, -0.02379237301647663, 0.012165880762040615, 0.038701288402080536, -0.02311861515045166, 0.0276848915964365 ]
[ -0.08228065818548203, 0.00498763145878911, -0.05578048527240753, -0.006132298614829779, 0.0479055792093277, -0.07734333723783493, 0.07467617094516754, 0.0324576310813427, 0.026249293237924576, 0.010480951517820358, -0.0007175100618042052, -0.059780269861221313, 0.02136830799281597, -0.002139975083991885, 0.0846996009349823, 0.014551788568496704, -0.010498665273189545, -0.04857449606060982, -0.043188344687223434, -0.02008294127881527, 0.00953776203095913, 0.011034645140171051, -0.01600865088403225, -0.025934170931577682, 0.03569905459880829, 0.018605884164571762, 0.017674466595053673, -0.0572250671684742, -0.0010766001651063561, -0.21083253622055054, 0.014642857015132904, -0.024334821850061417, -0.001094189821742475, -0.012153783813118935, -0.004545892123132944, 0.030229290947318077, 0.0005099219270050526, 0.013717683032155037, -0.00516884122043848, 0.05163637176156044, -0.006152637302875519, 0.0006273468025028706, -0.046017806977033615, -0.028701020404696465, 0.056871090084314346, -0.006704725790768862, -0.03405186906456947, -0.01804177835583687, -0.06135374307632446, 0.020388375967741013, -0.054748229682445526, 0.002449300140142441, -0.005297750700265169, -0.008597410283982754, -0.017039550468325615, 0.03338347747921944, 0.05536961182951927, 0.10131581872701645, 0.029038280248641968, 0.0265165027230978, 0.024762270972132683, -0.022765938192605972, -0.11536656320095062, 0.11603265255689621, -0.010927131399512291, 0.024958118796348572, 0.0007751471130177379, -0.04018116369843483, -0.017568441107869148, 0.0925505980849266, 0.04500722140073776, 0.022149452939629555, -0.021383287385106087, 0.06448188424110413, -0.0019274256192147732, -0.026615772396326065, 0.011758122593164444, 0.015202262438833714, 0.03058539517223835, -0.025083303451538086, -0.05105915293097496, -0.005351207684725523, 0.01653958484530449, -0.012894044630229473, -0.019381878897547722, -0.00790844950824976, -0.02070336416363716, 0.025661557912826538, 0.016530856490135193, 0.016985751688480377, 0.04097842797636986, -0.03670700639486313, 0.06489938497543335, 0.0022729216143488884, -0.06723115593194962, -0.024354778230190277, -0.021253269165754318, 0.0016057450557127595, -0.041136693209409714, 0.44227880239486694, -0.014350933022797108, 0.013498954474925995, 0.0350482203066349, 0.04197756573557854, 0.007783280685544014, -0.00605475390329957, -0.014453099109232426, -0.07185525447130203, -0.0031068110838532448, -0.039332225918769836, -0.014836855232715607, -0.03970027342438698, 0.06985880434513092, -0.04443829506635666, 0.004514896310865879, -0.015235898084938526, 0.07048794627189636, -0.011197184212505817, 0.005427842028439045, 0.013738058507442474, -0.050935838371515274, -0.01888297125697136, 0.04511784389615059, 0.028438281267881393, 0.004141623619943857, 0.036272693425416946, 0.019019510596990585, 0.06452268362045288, 0.030926145613193512, 0.029969042167067528, 0.02132299169898033, -0.03016412816941738, -0.07995451986789703, 0.011759365908801556, 0.008099854923784733, 0.01837214268743992, 0.004704991355538368, -0.01703728176653385, -0.016379520297050476, 0.013748819008469582, -0.011013230308890343, -0.08054454624652863, 0.03261576592922211, 0.010571785271167755, -0.045542165637016296, 0.11749159544706345, -0.045995861291885376, -0.02681140974164009, -0.030293719843029976, -0.03534531593322754, -0.027227843180298805, 0.0455523245036602, -0.018788142129778862, -0.03032607212662697, -0.009376966394484043, 0.004272454883903265, 0.05116226151585579, -0.01443730853497982, -0.06332232058048248, 0.005909913685172796, 0.01962551660835743, -0.03658211976289749, 0.0012445322936400771, 0.01703951321542263, 0.010381784290075302, -0.08775263279676437, -0.010681127198040485, 0.011451502330601215, 0.023221170529723167, -0.08624119311571121, 0.01567581482231617, -0.008684446103870869, -0.05856282636523247, -0.03882478177547455, 0.030179357156157494, -0.011628123000264168, -0.005973060615360737, 0.009532689116895199, 0.037551913410425186, 0.026129169389605522, -0.00597880594432354, -0.039114028215408325, -0.0750146359205246, -0.009260671213269234, -0.02992250584065914, -0.03880993276834488, -0.03666500374674797, -0.0329778715968132, 0.025014683604240417, -0.01337029691785574, -0.022887572646141052, -0.04700980335474014, -0.08518032729625702, 0.026387635618448257, -0.017237437888979912, -0.030542444437742233, 0.030142180621623993, -0.017703955993056297, 0.03132409229874611, -0.01605595462024212, 0.013907559216022491, 0.01738658919930458, -0.030502326786518097, 0.03559383749961853, -0.07507099211215973, 0.054712556302547455, 0.034944918006658554, -0.05374694615602493, 0.09532744437456131, -0.004225642420351505, -0.05616891384124756, -0.014429240487515926, -0.055695075541734695, 0.023172546178102493, 0.022746466100215912, -0.02511829137802124, 0.022859768941998482, 0.0019459349568933249, 0.050928354263305664, 0.03185310587286949, -0.03964492678642273, -0.013085893355309963, -0.028875693678855896, -0.3453063368797302, -0.037535160779953, -0.028676340356469154, -0.011721093207597733, -0.04073706269264221, -0.05283290520310402, -0.011266052722930908, -0.031238814815878868, -0.012441713362932205, 0.06279900670051575, 0.07730229198932648, 0.002969940658658743, -0.017720060423016548, -0.06902208924293518, 0.0006680957158096135, 0.011059196665883064, -0.02831277623772621, -0.026149176061153412, 0.00864221341907978, 0.015817873179912567, 0.0008120183483697474, -0.013127749785780907, 0.005918276961892843, -0.0737038180232048, 0.031147385016083717, -0.019982414320111275, 0.09407121688127518, 0.06653867661952972, 0.06853874772787094, -0.030034039169549942, 0.05796953663229942, 0.020627418532967567, 0.0065570310689508915, -0.08242132514715195, 0.01577054336667061, -0.017456179484725, -0.04828424006700516, -0.010158594697713852, 0.019152309745550156, -0.0042941272258758545, -0.01732134260237217, 0.04083909094333649, -0.04785642772912979, -0.0761365070939064, 0.005827508866786957, -0.0042295800521969795, 0.0032303116749972105, -0.046113789081573486, 0.019073359668254852, 0.08107020705938339, 0.011035402305424213, -0.01218483317643404, 0.04172917455434799, 0.03358931466937065, 0.015698645263910294, -0.024626100435853004, -0.05548678711056709, -0.0015799376415088773, -0.023478444665670395, -0.007528124842792749, 0.035480499267578125, 0.036675747483968735, 0.011321830563247204, -0.05140029266476631, -0.010555191896855831, 0.02641623094677925, -0.02271788939833641, -0.0029495833441615105, 0.03329823166131973, -0.01194861251860857, -0.046393394470214844, 0.10007933527231216, 0.007814592681825161, 0.0351247675716877, 0.027570940554142, 0.05157621204853058, 0.0014603394083678722, -0.008263828232884407, 0.014000765047967434, 0.01046899426728487, 0.01676253229379654, -0.004839751869440079, 0.07900507003068924, -0.020029595121741295, -0.04159921780228615, 0.015140541829168797, 0.010951889678835869, 0.00945463590323925, 0.06444592028856277, -0.005625522695481777, -0.003258930053561926, 0.01675061136484146, -0.008043934591114521, -0.051657505333423615, 0.05717329680919647, -0.028461119160056114, -0.23424553871154785, 0.015318718738853931, 0.04227600246667862, 0.04343324154615402, 0.008337719365954399, 0.010205838829278946, 0.02474759891629219, -0.05903802812099457, -0.025815589353442192, -0.025688668712973595, -0.011622627265751362, 0.07018201053142548, 0.004023658111691475, -0.011936532333493233, -0.005667893216013908, 0.003403841517865658, 0.017138130962848663, 0.004348949063569307, 0.004318063147366047, 0.031414445489645004, 0.04407338798046112, -0.03992443159222603, 0.17590218782424927, 0.013140509836375713, 0.02652483806014061, 0.03945113718509674, -0.011570350266993046, -0.0037482164334505796, 0.0497533418238163, 0.04153534024953842, 0.0037157898768782616, -0.01678273268043995, 0.08902798593044281, 0.017507044598460197, 0.04511142522096634, -0.07844218611717224, -0.0032844531815499067, 0.02662920393049717, 0.03014252334833145, -0.021076390519738197, -0.04066166281700134, 0.026239702478051186, -0.035863351076841354, 0.03495645150542259, 0.08328980207443237, -0.007893233560025692, -0.006995519157499075, 0.00614528264850378, -0.061838310211896896, 0.021372484043240547, -0.041488166898489, -0.005314195062965155, -0.0007607231964357197, 0.046796947717666626, 0.04491790384054184, 0.030588878318667412, 0.016598593443632126, -0.022474074736237526, -0.005737843457609415, 0.009451641701161861, -0.02540150284767151, 0.004042698536068201, 0.09799633175134659, 0.026590662077069283, 0.06570950895547867 ]
[ -0.01059857290238142, 0.04172606021165848, -0.0049075656570494175, -0.01735878735780716, -0.012698602862656116, -0.009607825428247452, 0.040833983570337296, 0.02973867952823639, 0.0136905862018466, -0.019328579306602478, 0.0045689246617257595, -0.043953344225883484, 0.05394750460982323, -0.04573840647935867, 0.026723697781562805, -0.019826972857117653, 0.0237833634018898, -0.02146092988550663, 0.03409607335925102, -0.049052637070417404, -0.017744828015565872, 0.03278087079524994, 0.029468107968568802, -0.010606286115944386, 0.011754131875932217, 0.0034130539279431105, -0.02394941635429859, 0.005574662238359451, 0.02045449987053871, -0.11936622112989426, -0.04162207990884781, -0.019892418757081032, -0.03258311748504639, 0.023624904453754425, -0.045452430844306946, -0.03952011838555336, -0.027095936238765717, 0.01174633763730526, 0.024524543434381485, 0.01862010732293129, -0.06236463412642479, -0.03843419626355171, -0.050364959985017776, 0.01397955883294344, -0.03184628114104271, -0.022978056222200394, 0.0003307599981781095, -0.014975066296756268, -0.025142736732959747, 0.024187469854950905, -0.05950101464986801, 0.005102281458675861, -0.01058640331029892, 0.012367166578769684, 0.03175908327102661, 0.004812442231923342, -0.019173970445990562, 0.006903854198753834, 0.04028370603919029, 0.0044713327661156654, -0.0008352267905138433, -0.005209483206272125, 0.0007356188143603504, -0.005535382777452469, -0.005474906414747238, -0.03763379901647568, -0.035745225846767426, -0.0016804385231807828, 0.00005313717701938003, -0.005520677659660578, -0.028111524879932404, 0.020326843485236168, 0.01732642576098442, -0.002132922876626253, -0.05943009629845619, 0.011225511319935322, 0.0226128026843071, -0.025663184002041817, 0.005723781883716583, 0.011686962097883224, -0.03075062669813633, -0.0030142799951136112, -0.001206934335641563, 0.031733859330415726, -0.006556912790983915, -0.021708041429519653, 0.006936543621122837, 0.009615899994969368, 0.013315164484083652, 0.03486331179738045, -0.025014402344822884, 0.010906469076871872, 0.02698608487844467, -0.00845927745103836, -0.08751830458641052, 0.005930580198764801, -0.03087969310581684, -0.03782607242465019, -0.012524981983006, 0.8431628346443176, -0.030803821980953217, 0.040215153247117996, 0.04796982184052467, 0.02435031719505787, 0.006385376676917076, -0.008026307448744774, -0.012064959853887558, -0.021563470363616943, 0.04600295424461365, -0.05602899566292763, -0.004439760465174913, 0.02702186070382595, 0.020702429115772247, 0.010203428566455841, 0.014839236624538898, 0.017567070201039314, 0.03448603302240372, 0.010895087383687496, 0.030348340049386024, 0.002890779636800289, 0.03481721505522728, 0.0061891209334135056, 0.014762393198907375, 0.009173821657896042, 0.04235486686229706, -0.11407531797885895, 0.0035111946053802967, -7.915906793447936e-33, 0.05679691582918167, -0.01000694464892149, 0.017766514793038368, 0.00645037554204464, 0.013794210739433765, 0.03078996203839779, 0.012572066858410835, 0.029105616733431816, -0.029564296826720238, -0.028506554663181305, -0.0040520355105400085, -0.0165631752461195, -0.014093919657170773, -0.0032823504880070686, 0.04504052549600601, -0.008532991632819176, -0.0002469006576575339, 0.026839062571525574, -0.018460141494870186, -0.0073494804091751575, 0.032249514013528824, 0.03186018392443657, 0.011309056542813778, 0.04458277300000191, -0.015517921186983585, 0.053836166858673096, 0.02855224534869194, -0.0028013186529278755, -0.006221473217010498, -0.04208467900753021, -0.02097460813820362, 0.025212367996573448, -0.0063977777026593685, -0.02905297465622425, 0.09380164742469788, -0.060947172343730927, -0.015179821290075779, 0.025042638182640076, -0.0007647298043593764, -0.041013699024915695, -0.04714900627732277, 0.029442213475704193, -0.020717240869998932, -0.040054261684417725, -0.008723922073841095, -0.028849704191088676, -0.006886594463139772, -0.006488676182925701, 0.007051221095025539, 0.01295506116002798, 0.009743244387209415, 0.003868427127599716, -0.012213696725666523, -0.04896995425224304, -0.019586054608225822, -0.00832632090896368, -0.02077222429215908, 0.006184910889714956, 0.022863278165459633, 0.016709962859749794, 0.009939451701939106, -0.038317445665597916, -0.00910085067152977, 0.03014729544520378, -0.005161632783710957, 0.014705134555697441, -0.03898010775446892, -0.02437157928943634, -0.0010999777587130666, -0.018343789502978325, -0.020339196547865868, 0.02368721179664135, 0.011980656534433365, -0.03522142767906189, 0.014093302190303802, -0.032405342906713486, -0.02793698199093342, -0.03230474144220352, -0.011339180171489716, 0.00475122919306159, 0.01597335748374462, -0.02099471539258957, 0.01374575961381197, -0.051954738795757294, 0.0080830417573452, -0.030407782644033432, 0.02073405310511589, -0.003188802395015955, -0.00823819451034069, 0.04609338566660881, 0.013951100409030914, 0.04320678114891052, -0.03770393878221512, -0.024414241313934326, -0.022950252518057823, 7.279678557589035e-33, -0.007569965906441212, -0.010396438650786877, -0.02287105843424797, -0.026143275201320648, 0.03282305598258972, -0.0211328212171793, 0.018742403015494347, 0.016016211360692978, -0.010605644434690475, 0.003912714309990406, -0.023569699376821518, 0.019466007128357887, -0.039879243820905685, -0.0034925350919365883, 0.04334660619497299, -0.004807785153388977, 0.02233048714697361, -0.03266337886452675, -0.04299525171518326, 0.006362394895404577, -0.003039491130039096, 0.002383001847192645, 0.006324008107185364, 0.03262239694595337, 0.03580404445528984, 0.041299786418676376, -0.010994402691721916, -0.013610602356493473, 0.012024770490825176, -0.002386327600106597, 0.008989587426185608, -0.007977972738444805, 0.008717825636267662, -0.017141716554760933, 0.018693871796131134, 0.017596537247300148, -0.0014593785163015127, -0.01425184030085802, 0.030704107135534286, -0.009054570458829403, 0.052959099411964417, -0.02357802726328373, 0.032951947301626205, 0.008946333080530167, -0.025996748358011246, 0.04271538928151131, -0.024520106613636017, -0.00935742910951376, -0.01826385408639908, 0.008739219047129154, 0.025866394862532616, 0.0026432585436850786, -0.015358527190983295, 0.01603255234658718, 0.02040359191596508, -0.018506420776247978, -0.002742055105045438, -0.018086571246385574, -0.025100931525230408, -0.018914414569735527, -0.0028378721326589584, -0.0029462487436830997, 0.005566478706896305, -0.0032518040388822556, -0.021907594054937363, 0.008342395536601543, -0.034166984260082245, 0.022286411374807358, -0.00004873877333011478, -0.027875347062945366, -0.0151950279250741, -0.04267125949263573, -0.02342815138399601, 0.004154653754085302, 0.034933701157569885, -0.03472568094730377, -0.012535413727164268, 0.014191420748829842, -0.006466586608439684, 0.01749330572783947, 0.02260195091366768, -0.009540543891489506, 0.014512884430587292, -0.03705168515443802, 0.010037760250270367, -0.009802401065826416, -0.020485147833824158, 0.023474974557757378, 0.021356817334890366, 0.009212618693709373, 0.01214608084410429, -0.02247806265950203, 0.0120948925614357, 0.008891872130334377, 0.02780698612332344, -1.3272599019842346e-8, -0.053001075983047485, -0.03399921581149101, -0.007319108583033085, 0.024516958743333817, 0.0438980907201767, 0.006351370830088854, -0.0153396837413311, -0.011059367097914219, 0.02306428551673889, 0.006600553635507822, 0.025999626144766808, 0.013834464363753796, 0.040670379996299744, 0.012877749279141426, 0.03087167628109455, -0.04858888313174248, -0.028132053092122078, -0.025040792301297188, 0.0370306670665741, 0.04719717800617218, -0.019795408472418785, 0.013307267799973488, -0.042474739253520966, 0.02276240661740303, 0.033657778054475784, 0.00784237403422594, -0.003091266145929694, -0.08994758874177933, 0.01204140018671751, 0.013556119985878468, 0.016084248200058937, -0.028539562597870827, -0.0027319982182234526, 0.0020104404538869858, -0.024205569177865982, -0.028888899832963943, 0.03790902718901634, -0.0034939697943627834, 0.008260861039161682, -0.007411604281514883, 0.0072517674416303635, -0.025616515427827835, 0.007068308535963297, -0.035741373896598816, -0.03239824250340462, 0.014018555171787739, -0.0277822557836771, 0.01108839176595211, 0.03783614560961723, -0.022877046838402748, -0.025530623272061348, -0.0026927872095257044, 0.016565505415201187, 0.01722688227891922, 0.01760413870215416, -0.0017091738991439342, 0.0625433400273323, -0.014588960446417332, -0.0005360378418117762, -0.039632558822631836, 0.06416058540344238, 0.016088133677840233, -0.010721711441874504, -0.012559521943330765 ]
f-not-equalnot-operator
https://markhneedham.com/blog/2009/04/25/f-not-equalnot-operator
false
2009-05-03 19:08:27
Pair Programming: When your pair steps away
[ "pair-programming" ]
[ "Pair Programming" ]
I've been having a bit of a discussion recently with some of my colleagues about what we should do when pair programming and one of the people in the pair has to step away to go and help someone else or to take part in an estimation session or whatever it happens to be. If we're pairing in an effective way then it should be possible for the person still at the computer to keep on going on the story/task that the pair were working on alone. Obviously sometimes that isn't the case especially if http://www.markhneedham.com/blog/2008/11/05/pair-programming-the-over-eager-driver/[one person has been driving for the majority of the time] but for this post we'll assume that both people are capable of continuing alone. Continuing alone doesn't necessarily mean that you become the http://www.markhneedham.com/blog/2009/04/10/pair-programming-the-code-fairy/[code fairy], which is where one of the people in a pair goes and implements the functionality of something they had been pairing on in their own favoured style. My initial thought is that if the absence is only short term then you shouldn't plow on too much otherwise you need to spend time bringing them back on the same page when they return. To give an example, a couple of weeks ago I was pairing with a colleague and we were retrieving a value from a Dictionary if it existed and creating a value in the Dictionary if it did not exist. http://www.twitter.com/davcamer[Dave] had recently shown me quite a clean way of doing this which I wanted to discuss with my colleague in case they hadn't seen it before - the approach we had been taking to solve this problem wasn't along these lines before my pair was called away. [source,csharp] ---- public class DictionaryExample { private readonly Dictionary<string, string> values = new Dictionary<string, string>(); public string FindValue(string key) { if(!values.ContainsKey(key)) { values[key] = "somethingNew"; } return values[key]; } } ---- When he came back I suggested this approach and he was happy to go with it. I sometimes write down stuff I'm unsure of when pairing and I find that if my pair goes off for a short amount of time then this can be a useful time to look that up. If we decide to keep on going during their absence then I think it's important that we keep going down the same path that we were when we were pairing to reduce the amount of catching up our pair needs to do when they return. If they have gone away for a longer period of time then we should treat it as them having left the pair and we can look for someone else to pair with or just code as if we were working alone. That's my current thinking on this - some colleagues have suggested they think it's better if we just keep on coding regardless but I think this approach finds a happy medium.
null
null
[ 0.016888072714209557, -0.009125224314630032, -0.008716646581888199, 0.04287029057741165, 0.07968822866678238, 0.024813242256641388, 0.04876076802611351, 0.03782689571380615, 0.011913535185158253, -0.02950531616806984, -0.027616525068879128, 0.01267280150204897, -0.07360251992940903, 0.011866007000207901, -0.051851361989974976, 0.07260297238826752, 0.08819755911827087, -0.019316768273711205, 0.018766146153211594, -0.010827966034412384, 0.02738315612077713, 0.06379757821559906, 0.013828936032950878, 0.03236028179526329, 0.02148572914302349, 0.03459155559539795, -0.0160362608730793, -0.015383902005851269, -0.039285361766815186, -0.0158869419246912, 0.04584585130214691, 0.020671365782618523, 0.019718898460268974, -0.0226376224309206, 0.01681966334581375, -0.005838911514729261, -0.001538524404168129, 0.009569548070430756, 0.019482489675283432, 0.03431108221411705, -0.06450267881155014, 0.022583387792110443, -0.017719432711601257, 0.008202462457120419, -0.04776085540652275, -0.014193348586559296, -0.04590257257223129, 0.003178695682436228, 0.004183347802609205, 0.00005303647049004212, -0.07044271379709244, 0.028950605541467667, 0.00219218828715384, 0.014315707609057426, -0.010701566934585571, 0.055372387170791626, 0.026676462963223457, -0.07574885338544846, 0.022948872298002243, -0.04547915980219841, -0.0023853357415646315, 0.00029406321118585765, -0.0023759843315929174, 0.029345383867621422, 0.004348580725491047, -0.028544601052999496, 0.013899226672947407, 0.04155440628528595, -0.0401744544506073, 0.0006325620342977345, -0.00458530243486166, 0.022813118994235992, -0.021621650084853172, -0.03396211192011833, 0.009258710779249668, -0.0346754789352417, -0.006854608654975891, 0.026362504810094833, 0.024326125159859657, 0.06164930388331413, 0.004151022527366877, 0.018076764419674873, 0.008732082322239876, 0.016065753996372223, -0.010785244405269623, -0.038306839764118195, -0.01474616676568985, -0.02184782363474369, -0.05594060197472572, 0.03608401492238045, 0.008750819601118565, -0.04771648347377777, 0.014606679789721966, 0.028736678883433342, -0.020779509097337723, 0.03266031667590141, 0.02120012417435646, -0.012916596606373787, -0.0002499891852494329, -0.007422083988785744, -0.010173555463552475, -0.03244011849164963, 0.010057706385850906, 0.0019801435992121696, -0.08889122307300568, 0.00459862407296896, -0.02656431309878826, -0.010348613373935223, 0.007646826561540365, -0.003566555678844452, -0.04321501404047012, 0.020048223435878754, -0.02256353199481964, 0.008317100815474987, -0.06315581500530243, 0.055390115827322006, 0.008975482545793056, -0.016342496499419212, -0.014510405249893665, 0.02990274876356125, 0.022307947278022766, 0.018376577645540237, -0.009650089778006077, 0.07861149311065674, 0.011776385828852654, 0.021905016154050827, -0.010046475566923618, 0.0636952817440033, -0.007716866210103035, -0.07016567140817642, -0.015529722906649113, 0.03998469188809395, -0.016634898260235786, -0.015152067877352238, 0.012926745228469372, -0.03053978644311428, 0.0018934013787657022, 0.02680685743689537, 0.034852877259254456, 0.059377554804086685, -0.021584535017609596, -0.02354440651834011, 0.017732223495841026, 0.00924858171492815, -0.001021627220325172, 0.0186466071754694, -0.021306505426764488, -0.004160459153354168, -0.02655983343720436, 0.037961725145578384, 0.009144444018602371, 0.045895617455244064, 0.035432662814855576, -0.038284409791231155, 0.008245841600000858, 0.06593522429466248, 0.012616857886314392, 0.02354118973016739, -0.01061819214373827, 0.040958184748888016, 0.031491659581661224, 0.022100362926721573, 0.0016451444244012237, 0.041309911757707596, 0.02368059754371643, 0.004473960492759943, 0.003842549165710807, 0.04959025979042053, -0.015568651258945465, 0.008105662651360035, -0.06148802489042282, -0.020271852612495422, 0.06164687126874924, -0.07042468339204788, -0.03437143936753273, 0.05126465857028961, 0.060212474316358566, 0.0010553729953244328, 0.05446823313832283, 0.013318467885255814, -0.07843519002199173, 0.028143947944045067, 0.01569688320159912, 0.0005242808838374913, 0.016262846067547798, 0.01765359379351139, 0.05551966652274132, 0.04880468174815178, -0.013374609872698784, 0.01734085939824581, -0.0748758390545845, -0.07654140889644623, -0.04422810673713684, -0.022487128153443336, 0.07077988237142563, -0.04423539713025093, 0.002769798506051302, 0.05816701054573059, 0.017579397186636925, 0.04168259724974632, 0.037811022251844406, -0.020532825961709023, 0.0037927008233964443, -0.01896628737449646, -0.05430789291858673, 0.06737659871578217, 0.04912519082427025, -0.021825486794114113, -0.04598337784409523, 0.006522609386593103, -0.014131193049252033, -0.0034493899438530207, 0.040394071489572525, -0.03520673140883446, 0.051294129341840744, 0.013751322403550148, 0.03646430745720863, -0.013423312455415726, 0.040492165833711624, -0.06644222140312195, 0.006675194948911667, -0.006422655191272497, 0.0042033749632537365, 0.0079807098954916, 0.023731650784611702, 0.1266866773366928, 0.06461050361394882, -0.03863271325826645, -0.052140820771455765, 0.021958520635962486, 0.013488909229636192, -0.036266766488552094, -0.01203116588294506, -0.013591882772743702, -0.009418622590601444, 0.023150242865085602, -0.06160087138414383, -0.026414914056658745, 0.017999891191720963, -0.03100035898387432, 0.007471928838640451, 0.07884141802787781, -0.049419041723012924, 0.05765460059046745, -0.008927593007683754, -0.016113895922899246, 0.01064505334943533, -0.027694348245859146, -0.04200344160199165, -0.009724537841975689, 0.012937593273818493, -0.003277390729635954, 0.048678889870643616, -0.020514002069830894, -0.015242602676153183, -0.03190406784415245, -0.022139351814985275, 0.01163435261696577, 0.046050265431404114, 0.05364328995347023, -0.0021947610657662153, 0.06817273795604706, -0.012706984765827656, 0.007476904429495335, -0.01622132584452629, -0.041276413947343826, -0.015279858373105526, 0.004783755633980036, 0.026606950908899307, 0.03443801403045654, 0.013269463554024696, -0.00395439425483346, 0.014880192466080189, 0.02279696613550186, -0.013431471772491932, 0.004640265833586454, 0.044920917600393295, -0.0032341601327061653, -0.020641669631004333, -0.044620923697948456, -0.027913657948374748, 0.03456228971481323, -0.043344441801309586, -0.05098366364836693, 0.0027818609960377216, -0.09046880900859833, 0.04877634719014168, -0.059771522879600525, -0.0766056552529335, -0.0000024292185116792098, 0.03388255089521408, 0.03102179989218712, 0.004012334626168013, 0.015469219535589218, 0.07532064616680145, 0.0020062916446477175, 0.011303768493235111, 0.02316843904554844, -0.00038881428190506995, 0.030552275478839874, 0.0019046971574425697, 0.012344121001660824, 0.039719272404909134, -0.024992046877741814, -0.010851817205548286, -0.05030110478401184, 0.041674789041280746, -0.022485965862870216, -0.29665929079055786, 0.0352536179125309, -0.021368231624364853, -0.04792451485991478, 0.016754616051912308, -0.01517229899764061, 0.026056131348013878, -0.04825758934020996, -0.02188761904835701, 0.050219498574733734, -0.03177083283662796, -0.06241973489522934, -0.03906650468707085, 0.03460129350423813, 0.005288395099341869, -0.009162936359643936, 0.00006297476647887379, -0.04413940757513046, 0.013741432689130306, 0.04288533329963684, 0.01263858750462532, -0.05982101336121559, -0.006858048029243946, 0.052709925919771194, 0.0509633794426918, 0.05085630342364311, -0.07300399988889694, 0.018030978739261627, -0.04937449470162392, 0.002965116873383522, 0.0005157045088708401, 0.020298264920711517, 0.02651256136596203, -0.04107516258955002, -0.018800683319568634, -0.022396229207515717, 0.03244858235120773, 0.007655993103981018, -0.0024566650390625, 0.03795722872018814, -0.048431072384119034, -0.0444151945412159, -0.0007233432261273265, 0.006604872643947601, 0.07204952090978622, 0.0014377657789736986, -0.06033678725361824, -0.007536439690738916, -0.03391599655151367, 0.07604106515645981, -0.0532703772187233, -0.0475589744746685, 0.0033036991953849792, 0.03736185282468796, -0.001191224786452949, -0.035373713821172714, 0.008420010097324848, 0.00799982063472271, -0.02844911627471447, -0.033087462186813354, -0.011808440089225769, -0.04139907658100128, -0.008096146397292614, -0.06695367395877838, 0.009532918222248554, -0.055996160954236984, -0.06571045517921448, -0.004008321091532707, 0.07899640500545502, 0.030014045536518097, -0.032843492925167084, 0.004156043287366629, 0.009375573135912418, -0.10764186829328537, 0.013240315020084381, 0.0021516289561986923, -0.015212086029350758, -0.02285948395729065, 0.00031898362794891, 0.05446122586727142, -0.03722011670470238, -0.05835924670100212, 0.02965588867664337, 0.020447498187422752, 0.026325879618525505, -0.036159515380859375, 0.014011108316481113, -0.014564779587090015, -0.029709693044424057, 0.003970419056713581, 0.07883121073246002, 0.007447375450283289, -0.01655648835003376, -0.03207078203558922, 0.013538463041186333, 0.02436274103820324, 0.04323472082614899, -0.017249440774321556, 0.011061892844736576, 0.030887139961123466, 0.014800071716308594, -0.052604254335165024, 0.02911711297929287, -0.0326898954808712, -0.0006305685383267701, -0.023469174280762672, -0.0541624017059803, 0.017452243715524673, 0.044447943568229675, 0.025644240900874138, -0.012267595157027245, -0.016881505027413368, 0.0019388506188988686, -0.050712767988443375, -0.03451835364103317, -0.043816618621349335, 0.021025557070970535, 0.025329502299427986, -0.006658825557678938, -0.021734807640314102, -0.04746052995324135, 0.010362084023654461, 0.03895121067762375, 0.011052860878407955, -0.09042464941740036, -0.0290742889046669, -0.026981182396411896, -0.02092866785824299, 0.003898798720911145, 0.011313129216432571, -0.011917679570615292, 0.031732525676488876, -0.004254497587680817, -0.05557829886674881, 0.009198852814733982, 0.002227767137810588, -0.022683417424559593, -0.01279542688280344, -0.029579002410173416, -0.027218133211135864, 0.024589842185378075, -0.010375948622822762, 0.002213123021647334, 0.010507135652005672, 0.03732987865805626, 0.008738741278648376, 0.023503806442022324, -0.01895531639456749, -0.0005914849461987615, 0.010305773466825485, 0.0091731958091259, -0.06385558098554611, 0.022483235225081444, -0.028241092339158058, -0.028180379420518875, -0.025363260880112648, 0.02443971484899521, -0.022512473165988922, -0.04205209016799927, -0.010385601781308651, 0.010999617166817188, -0.05063541978597641, -0.023262934759259224, -0.03248544782400131, 0.030575301498174667, 0.05258745700120926, -0.04142393171787262, 0.03790838271379471, -0.03403538465499878, -0.0006945437053218484, 0.014199340716004372, 0.025785068050026894, -0.04276761785149574, 0.012142354622483253, 0.010295330546796322, -0.0010113661410287023, -0.010012933984398842, 0.006419671233743429, 0.023868070915341377, 0.013151508755981922, 0.034052737057209015, -0.022271014750003815, 0.007635246962308884, -0.0008789224084466696, 0.05902869999408722, 0.012667952105402946, 0.004352066200226545, -0.029253048822283745, -0.014044634997844696, -0.013742503710091114, -0.05920673534274101, -0.03772066533565521, -0.012630374170839787, 0.03772523254156113, -0.03229580447077751, -0.07373922318220139, 0.008199567906558514, 0.019169598817825317, 0.006807171739637852, 0.029194973409175873, -0.011282790452241898, 0.010147775523364544, -0.011633075773715973, 0.03125343099236488, 0.0770595595240593, -0.057062700390815735, 0.026092996820807457, -0.0034207419957965612, -0.009596249088644981, 0.022098110988736153, 0.010797346010804176, -0.03437381982803345, -0.004440171178430319, -0.03139983117580414, 0.00877903401851654, -0.048210445791482925, -0.02727104350924492, -0.0067316447384655476, 0.00894713681191206, -0.0060599143616855145, -0.012650036253035069, -0.010427361354231834, -0.0037209000438451767, -0.017633626237511635, -0.026169713586568832, 0.01524006575345993, -0.04477747157216072, 0.022270888090133667, 0.030357981100678444, -0.038823626935482025, -0.0015366618754342198, -0.025223568081855774, 0.013704980723559856, 0.017028944566845894, -0.03484863415360451, -0.029481390491127968, -0.04901746287941933, 0.005398000590503216, -0.003194774268195033, 0.052914127707481384, 0.003478245111182332, -0.03070487640798092, -0.044717755168676376, -0.022603904828429222, -0.057687703520059586, 0.02388155087828636, -0.021102366968989372, -0.014455351047217846, 0.03357839956879616, 0.04521317780017853, 0.02283909171819687, 0.023787971585989, -0.006448619998991489, -0.011508171446621418, 0.04961087927222252, -0.028458034619688988, -0.05037501081824303, -0.01614711433649063, -0.039473094046115875, -0.0018900695722550154, 0.016942210495471954, 0.0266648568212986, -0.04501880705356598, 0.030170388519763947, 0.029631586745381355, 0.022863054648041725, 0.03432625159621239, 0.004280700348317623, 0.04953192174434662, -0.05042341351509094, 0.013077503070235252, -0.08207132667303085, 0.012194993905723095, 0.029531309381127357, 0.017579684033989906, -0.016649993136525154, -0.0047507877461612225, -0.020521892234683037, 0.020463958382606506, -0.07598794996738434, -0.00896825734525919, 0.03009517677128315, 0.0020504766143858433, 0.011047097854316235, 0.005521956365555525, -0.05558577552437782, 0.03058544173836708, 0.011166004464030266, -0.02857677824795246, -0.04575308784842491, -0.02474137581884861, 0.056019604206085205, 0.014824384823441505, 0.02868509292602539, -0.02326890081167221, -0.003154083853587508, 0.06075472757220268, 0.023872340098023415, 0.021174713969230652, 0.06203087046742439, -0.025277435779571533, 0.024621447548270226, 0.03439679369330406, -0.02003069408237934, -0.02054484188556671, 0.015562892891466618, 0.008400061167776585, -0.0850309282541275, 0.0030812097247689962, 0.014078561216592789, -0.018211044371128082, -0.03311461582779884, 0.07555419951677322, 0.026982462033629417, -0.022935746237635612, -0.044033851474523544, 0.01264149323105812, -0.042595185339450836, -0.009407097473740578, -0.00788248423486948, -0.012123966589570045, -0.04888392612338066, 0.05598413571715355, 0.01599152944982052, -0.00435290252789855, 0.06683424860239029, 0.0073323636315763, -0.017783036455512047, 0.003148772055283189, 0.10335615277290344, 0.08359656482934952, 0.05394168198108673, 0.023156028240919113, 0.07037144899368286, -0.021327095106244087, -0.042462848126888275, 0.011031539179384708, -0.03210292384028435, -0.04734751954674721, -0.014467167668044567, 0.016770198941230774, 0.05853090062737465, -0.0026975800283253193, 0.06439128518104553, -0.03238263353705406, -0.02191000059247017, 0.006665277294814587, 0.0343053936958313, 0.018242664635181427, 0.042678553611040115, 0.019755134359002113, 0.03419084474444389, -0.020451374351978302, -0.04397498071193695, 0.040624987334012985, -0.02872624807059765, -0.00989176519215107, 0.019062506034970284, -0.00005546435932046734, 0.0053639174439013, 0.017338603734970093, 0.04942067712545395, 0.07934878021478653, -0.028689440339803696, -0.012311436235904694, -0.007515856996178627, 0.02258172258734703, 0.0013493121368810534, 0.009737104177474976, -0.005910019855946302, -0.009980574250221252, 0.012524701654911041, -0.0048167589120566845, -0.021118147298693657, -0.040714628994464874, -0.016771435737609863, 0.04389515891671181, -0.03821783885359764, 0.017574917525053024, 0.011615501716732979, 0.01848731003701687, -0.03379819914698601, -0.05839907005429268, -0.053012777119874954, -0.04445062577724457, -0.05956776812672615, -0.03259172663092613, 0.027664855122566223, -0.0010202282574027777, -0.020487379282712936, 0.0066296737641096115, -0.029946191236376762, -0.006370065733790398, 0.030098402872681618, -0.0408623106777668, -0.0474797748029232, 0.02959626354277134, 0.03124815598130226, 0.046455979347229004, 0.029511814936995506, 0.037480808794498444, -0.026967989280819893, -0.016763698309659958, -0.03689314052462578, -0.010898347944021225, 0.04516405984759331, 0.009446559473872185, -0.020562633872032166, -0.07832109183073044, 0.018097203224897385, 0.02877715416252613, -0.014195788651704788, -0.07701636850833893, 0.008396578021347523, 0.03036179021000862, 0.010746937245130539, 0.04165500029921532, -0.028143249452114105, 0.0021751616150140762, -0.04803675785660744, -0.005565327126532793, 0.01623123325407505, 0.02152406796813011, 0.044382259249687195, -0.02309313789010048, 0.08652464300394058, 0.01960417814552784, -0.003999101929366589, -0.03614271432161331, -0.02982473000884056, 0.01946190372109413, 0.00754164345562458, -0.027461078017950058, -0.043526988476514816, -0.026851952075958252, -0.07461653649806976, -0.023854484781622887, 0.016791004687547684, -0.03160040080547333, -0.035885874181985855, 0.029167285189032555, 0.05385320261120796, -0.029655229300260544, 0.0523860938847065, -0.04631917178630829, 0.030987704172730446, -0.02682233788073063, 0.009764861315488815, -0.014343718066811562, 0.012431561015546322, -0.03727352246642113, -0.003077251370996237, 0.024717552587389946, -0.03490162268280983, -0.005148764234036207, -0.001111603807657957, 0.03239516168832779, 0.0208043921738863, -0.01665753498673439, 0.014422973617911339 ]
[ -0.09647201746702194, -0.00446070684120059, -0.03854404389858246, -0.025571787729859352, 0.00012654325109906495, -0.04087496176362038, 0.027995048090815544, 0.011189505457878113, 0.0015597058227285743, -0.05308590829372406, 0.002377857221290469, -0.023169521242380142, 0.03834550827741623, -0.02883155085146427, 0.07711382955312729, 0.005763578694313765, -0.010438000783324242, -0.060153618454933167, -0.014510653913021088, 0.03107641264796257, -0.014481836929917336, -0.06635406613349915, -0.06354799121618271, -0.036499157547950745, 0.000012332444384810515, 0.03739529103040695, 0.020492086187005043, -0.05052456632256508, 0.01985088177025318, -0.15911434590816498, 0.0061284215189516544, 0.02504168450832367, 0.03880692273378372, -0.011812281794846058, -0.011654295027256012, 0.05614499747753143, 0.043037790805101395, 0.016501078382134438, 0.0038139312528073788, 0.03364093601703644, 0.0019841960165649652, 0.005372256971895695, -0.03312508389353752, -0.027465276420116425, 0.030321648344397545, 0.02706921473145485, -0.005804202053695917, -0.06289569288492203, -0.011600453406572342, 0.014882205985486507, -0.05029195174574852, -0.02025368995964527, -0.0322895385324955, -0.03221987187862396, -0.005079381633549929, 0.053829945623874664, 0.051044341176748276, 0.03242840617895126, -0.0016986601985991001, 0.027932796627283096, 0.0092034712433815, -0.018994910642504692, -0.11455152928829193, 0.06169299781322479, 0.04854775220155716, 0.053918253630399704, -0.015460847876966, -0.034620169550180435, -0.005988575518131256, 0.09421350061893463, 0.040874846279621124, -0.014765479601919651, -0.03816741704940796, 0.03488760441541672, 0.012652681209146976, -0.0261780247092247, 0.006334046367555857, 0.04406270757317543, 0.03148282319307327, -0.013093122281134129, -0.0559152327477932, -0.011403178796172142, 0.008007770404219627, 0.00045746384421363473, -0.04365028440952301, 0.017579790204763412, -0.008861684240400791, 0.007270519156008959, 0.00000924832511373097, 0.0002132139343302697, 0.02716689743101597, 0.0033222821075469255, 0.029637763276696205, 0.014099564403295517, -0.07167556136846542, -0.003479244653135538, 0.013998731970787048, 0.02366465888917446, -0.06663988530635834, 0.45240911841392517, -0.038009364157915115, -0.010145816951990128, 0.07697176933288574, 0.03999067470431328, -0.01617790013551712, -0.0160882156342268, -0.007177028805017471, -0.05345187708735466, 0.03242290019989014, -0.043467096984386444, 0.030772674828767776, -0.00778129743412137, 0.05849301815032959, -0.027394134551286697, 0.025842946022748947, 0.07705386728048325, 0.040814902633428574, 0.04016946628689766, 0.01437622681260109, 0.001288861152715981, -0.028048710897564888, 0.009858118370175362, 0.021208640187978745, 0.017942938953638077, 0.002429535146802664, -0.034618254750967026, 0.028673069551587105, 0.06501075625419617, 0.026308543980121613, 0.0004397652519401163, 0.07586199790239334, -0.05503338575363159, -0.05347605049610138, 0.014740578830242157, -0.03755932301282883, 0.0008503355784341693, 0.026614835485816002, -0.035716015845537186, 0.01593039743602276, 0.02564414218068123, 0.032797109335660934, -0.07002951949834824, 0.03794124349951744, -0.0020637251436710358, 0.013869011774659157, 0.12603433430194855, -0.0078086755238473415, -0.03216169402003288, -0.011001257225871086, -0.020226873457431793, -0.00908329151570797, 0.027049588039517403, -0.02168024331331253, -0.06777477264404297, 0.027071192860603333, 0.0142826484516263, 0.1243501529097557, -0.027817342430353165, -0.061773285269737244, 0.028665410354733467, -0.02134801633656025, -0.033435557037591934, -0.08310271054506302, 0.003488400252535939, 0.08724693953990936, -0.11092601716518402, 0.0012895045801997185, 0.009085562080144882, 0.006823329254984856, -0.06278731673955917, 0.012882744893431664, -0.00042642303742468357, -0.02353186160326004, -0.0032537071965634823, 0.0428907573223114, -0.024478528648614883, -0.05347023904323578, 0.01222322043031454, 0.03149746358394623, 0.02368553727865219, -0.024095576256513596, 0.015267066657543182, -0.047538112848997116, -0.011211235076189041, -0.03858620673418045, -0.07751201838254929, -0.03520853444933891, -0.0013881948543712497, -0.021524252369999886, 0.006401124410331249, -0.012758249416947365, -0.04441226273775101, -0.05173884332180023, 0.07626404613256454, -0.028416022658348083, -0.03740072622895241, 0.014533241279423237, -0.020386818796396255, -0.06694408506155014, -0.0023023562971502542, -0.05020982399582863, 0.02967247925698757, -0.018673134967684746, 0.02009110152721405, -0.053496986627578735, 0.04480166360735893, 0.04195630922913551, -0.03353557363152504, 0.0712055042386055, 0.04465542733669281, 0.0028221425600349903, -0.0549829937517643, -0.01207408681511879, 0.03160660341382027, -0.014350115321576595, -0.03492836654186249, -0.014403806068003178, 0.028001580387353897, 0.011442000046372414, 0.03530668094754219, -0.03339202329516411, -0.016461430117487907, 0.0326559878885746, -0.3496832251548767, -0.01973596215248108, -0.014755886048078537, 0.005562501028180122, 0.015353994444012642, -0.06017715483903885, 0.01812341995537281, -0.017747581005096436, -0.0678761750459671, -0.00007295990508282557, 0.08600275963544846, -0.03918103128671646, 0.0010514080058783293, -0.05681709572672844, 0.00551294069737196, 0.03846370428800583, -0.028982365503907204, -0.01658092625439167, -0.03262249007821083, 0.021869810298085213, 0.001838524593040347, 0.010131454095244408, -0.033350877463817596, -0.0527038648724556, 0.0018458340782672167, -0.04366578534245491, 0.10820067673921585, 0.010574978776276112, 0.07389537245035172, -0.0334068201482296, 0.01823120377957821, 0.00726733822375536, 0.0050389147363603115, -0.1209941953420639, 0.004983335267752409, -0.023089688271284103, 0.0033685588277876377, -0.06722289323806763, 0.04147036001086235, -0.03248080983757973, -0.07595375925302505, 0.014162307605147362, -0.0392778255045414, -0.021411703899502754, -0.0615922175347805, 0.0021794068161398172, -0.01952432282269001, -0.020786147564649582, -0.010757483541965485, 0.08193415403366089, 0.022603048011660576, -0.0008113121148198843, 0.017712006345391273, -0.01798158511519432, -0.00981943216174841, -0.04293596372008324, -0.08317168056964874, 0.01235258486121893, -0.012368572875857353, -0.00028228643350303173, 0.01208137720823288, 0.07347916811704636, 0.006456323899328709, -0.04400938004255295, 0.01724698767066002, 0.0074898903258144855, 0.0063679758459329605, 0.010963513515889645, 0.05311514437198639, 0.008280972018837929, -0.014819496311247349, 0.08483581990003586, -0.011996403336524963, 0.000061029510106891394, 0.006698074750602245, 0.030082447454333305, -0.021157704293727875, 0.010754798538982868, -0.0033591147512197495, -0.01371750608086586, 0.02324952743947506, -0.04449017718434334, 0.04784974455833435, -0.0028099738992750645, 0.01790526695549488, -0.0010452597634866834, 0.016141606494784355, 0.015409216284751892, 0.05522926151752472, 0.007824113592505455, -0.022724462673068047, -0.005073983687907457, -0.004725337959825993, -0.06031091883778572, 0.08227400481700897, -0.0105510912835598, -0.25700777769088745, 0.01104210875928402, 0.038059547543525696, 0.06288124620914459, -0.009301618672907352, 0.0438123419880867, 0.035039834678173065, -0.022651314735412598, -0.023221421986818314, -0.015194471925497055, 0.014161703176796436, 0.025013351812958717, 0.015452654100954533, 0.018036313354969025, 0.038797635585069656, -0.0031301334965974092, 0.053125299513339996, 0.010677111335098743, -0.016109909862279892, -0.0085498858243227, 0.024310952052474022, -0.005573717411607504, 0.15088683366775513, 0.004905290901660919, 0.06534923613071442, 0.016511013731360435, 0.008017832413315773, 0.030310872942209244, 0.06621883809566498, -0.01320742629468441, -0.00535166310146451, 0.010021773166954517, 0.017305267974734306, -0.011994040571153164, 0.03844834119081497, -0.0682019591331482, -0.027139000594615936, 0.028749210759997368, 0.07069365680217743, 0.006028112024068832, 0.007651456166058779, -0.009627494029700756, -0.019406553357839584, -0.006217044312506914, 0.09570381045341492, 0.029171887785196304, 0.008863157592713833, -0.010846748948097229, -0.06454825401306152, -0.0029129546601325274, -0.029137682169675827, -0.018480466678738594, 0.002139882417395711, 0.01472974382340908, 0.022395994514226913, 0.06612679362297058, -0.0010240341071039438, -0.01582161895930767, 0.005708822514861822, 0.019627509638667107, -0.020634613931179047, 0.0020476544741541147, 0.09887972474098206, 0.030758211389183998, 0.020281599834561348 ]
[ -0.01782013475894928, 0.04117460921406746, -0.027862045913934708, 0.021094823256134987, -0.038336314260959625, 0.047365445643663406, 0.0004291021032258868, 0.012990554794669151, 0.0006812990759499371, -0.022311124950647354, -0.034649286419153214, 0.016684643924236298, 0.012837310321629047, -0.03377368673682213, 0.01862889900803566, -0.010265055112540722, -0.02620561234652996, -0.03265264257788658, 0.02324306219816208, 0.021541660651564598, -0.03946701064705849, 0.00044727884232997894, -0.012032544240355492, -0.008231288753449917, -0.012945081107318401, 0.007482918445020914, 0.00039735710015520453, -0.03824080899357796, 0.01941448263823986, -0.11545135080814362, -0.06947045773267746, -0.019250744953751564, -0.006587769836187363, 0.005935651250183582, -0.05175156518816948, -0.004819003399461508, 0.02461787313222885, 0.05293559655547142, -0.011740798130631447, -0.029339522123336792, -0.022242631763219833, -0.026757333427667618, -0.00017119462427217513, 0.0013670960906893015, -0.004199450369924307, -0.0010526240803301334, -0.01772656850516796, -0.016283253207802773, -0.039225757122039795, -0.030447205528616905, -0.04921109229326248, 0.0347517691552639, -0.011421062052249908, -0.002323396969586611, 0.03703240305185318, 0.003442701417952776, -0.02395852841436863, -0.03339407593011856, 0.010005136951804161, 0.0023123505525290966, -0.004792510066181421, -0.008844218216836452, -0.04235239699482918, -0.012207348830997944, -0.01228451170027256, -0.028322672471404076, 0.009613900445401669, -0.009697958827018738, 0.01389154139906168, -0.012665449641644955, -0.016411980614066124, 0.013714419677853584, -0.01837790012359619, -0.02462843805551529, 0.02138950303196907, -0.002276677405461669, 0.004847487900406122, -0.057908423244953156, 0.01608910597860813, -0.03637924790382385, -0.05947752296924591, -0.002701862482354045, 0.016876740381121635, 0.04919913038611412, 0.06068263202905655, -0.029958423227071762, -0.0025783830787986517, 0.017222275957465172, -0.03188788518309593, 0.0036622483748942614, -0.07017011195421219, 0.023714594542980194, -0.002167418133467436, 0.013993141241371632, -0.05854007974267006, 0.04639097675681114, -0.013642559759318829, 0.004340338055044413, 0.01422498282045126, 0.8332400321960449, -0.011242619715631008, 0.04995191842317581, 0.053152505308389664, -0.0014305708464235067, 0.00803677923977375, 0.015473546460270882, 0.02666180022060871, -0.019560083746910095, 0.05042105168104172, -0.037559594959020615, 0.05681300163269043, -0.03819568082690239, 0.018864374607801437, 0.017683910205960274, 0.02635035663843155, 0.010676927864551544, -0.00493171252310276, 0.03725621849298477, 0.012158703990280628, 0.004477246198803186, -0.017252912744879723, -0.028431285172700882, 0.009590634144842625, -0.0135681526735425, 0.028073187917470932, -0.16691531240940094, 0.04627789929509163, -7.164113503907788e-33, 0.0366649404168129, 0.003997217398136854, 0.005777629557996988, -0.014842123724520206, 0.025054756551980972, 0.01035759225487709, -0.011656132526695728, -0.00009292127651860937, -0.008698532357811928, -0.03660452738404274, 0.008135808631777763, 0.013014152646064758, 0.02327205426990986, -0.027573423460125923, 0.025834940373897552, -0.03462439402937889, 0.022607283666729927, 0.01784588396549225, -0.017716560512781143, 0.02467561699450016, 0.0814078226685524, 0.040076401084661484, 0.0032745888456702232, -0.009426543489098549, -0.009196634404361248, 0.003146110102534294, -0.0007366423378698528, 0.049869999289512634, 0.01959322579205036, -0.03759705275297165, 0.0007969134021550417, 0.031146259978413582, -0.012695593759417534, -0.0020292834378778934, 0.008932475931942463, -0.01812349259853363, -0.02538525126874447, 0.003335827263072133, -0.015541321597993374, -0.03958415612578392, -0.03452935814857483, 0.01065976731479168, -0.040752630680799484, -0.04572620242834091, -0.03604976460337639, -0.030745677649974823, -0.005662695970386267, 0.04508092254400253, 0.002090986119583249, -0.01412924937903881, -0.011015286669135094, 0.03379245474934578, -0.01713162288069725, 0.035642046481370926, -0.05384761467576027, 0.02441299892961979, 0.0001925742981256917, -0.014966683462262154, -0.00238923542201519, 0.03452926129102707, 0.005997762084007263, 0.005081547889858484, 0.01464044488966465, -0.008698077872395515, 0.010949449613690376, -0.013388009741902351, 0.035945165902376175, -0.035803552716970444, 0.023723389953374863, -0.02152801863849163, -0.021020561456680298, -0.0010099023347720504, -0.0229847002774477, -0.023134419694542885, -0.011313997209072113, 0.01391049474477768, 0.021152455359697342, 0.0032278846483677626, 0.009069540537893772, 0.011511090211570263, 0.01614544168114662, 0.006143397651612759, 0.017346149310469627, -0.0210272166877985, -0.0263337604701519, -0.022710764780640602, -0.02530529722571373, -0.041046541184186935, -0.01697598583996296, 0.04266710206866264, 0.008150340989232063, 0.0479552187025547, -0.0271332785487175, -0.03887287899851799, 0.019116396084427834, 6.721115233488962e-33, 0.009960959665477276, -0.019394392147660255, 0.02674775943160057, 0.014874989166855812, 0.07465139031410217, -0.00390456710010767, 0.03260667994618416, 0.004970771260559559, -0.013932336121797562, 0.027459507808089256, -0.007545911706984043, -0.01545019168406725, 0.0294327475130558, 0.0030445728916674852, 0.051727328449487686, 0.0006754615460522473, 0.022734958678483963, -0.007221576292067766, 0.0490618459880352, -0.0069016083143651485, 0.0059787859208881855, -0.004626619629561901, 0.026803774759173393, 0.02413872443139553, 0.02953217551112175, 0.05237416923046112, 0.012367297895252705, -0.002638572361320257, -0.024307118728756905, -0.004710585810244083, 0.015422452241182327, -0.01661122776567936, 0.0027249788399785757, -0.06932514905929565, -0.015506510622799397, 0.03373260051012039, -0.025565585121512413, -0.030349791049957275, -0.009474457241594791, -0.005363335367292166, 0.03036380372941494, -0.006699010729789734, -0.0032088090665638447, 0.009797516278922558, 0.05239485949277878, -0.001003391807898879, 0.026188379153609276, -0.014240838587284088, -0.016695864498615265, -0.00237295962870121, 0.06958166509866714, 0.03987150639295578, -0.04096285626292229, -0.030799459666013718, -0.02881665714085102, -0.03216281160712242, 0.00023001249064691365, 0.01785466820001602, 0.0020291144028306007, -0.0033129798248410225, -0.002110852161422372, -0.007440868765115738, -0.013113662600517273, 0.040874697268009186, -0.02083752118051052, -0.004371144343167543, -0.026170700788497925, -0.013279917649924755, -0.008797978982329369, -0.03308210149407387, -0.022339576855301857, -0.017817920073866844, 0.017815299332141876, 0.03729579225182533, -0.010453873313963413, -0.038022056221961975, -0.033776044845581055, -0.0271254014223814, 0.026840314269065857, 0.0038357896264642477, 0.053986214101314545, 0.026185281574726105, 0.0451066829264164, 0.03417515382170677, -0.016474980860948563, 0.03696455433964729, 0.02330218441784382, 0.020215298980474472, -0.019515471532940865, 0.0025329471100121737, -0.020745255053043365, -0.009767916053533554, 0.003643646603450179, 0.006774870678782463, -0.010903440415859222, -1.2904624036025325e-8, -0.034095633774995804, 0.03333444148302078, -0.022139685228466988, 0.022007858380675316, 0.01268907729536295, -0.001075672684237361, 0.008960044011473656, -0.023293178528547287, -0.029406851157546043, -0.014467098750174046, 0.02664424479007721, -0.021384745836257935, 0.014278125017881393, 0.01806991919875145, 0.04554880037903786, -0.02527940459549427, 0.002283374546095729, -0.0525505393743515, 0.0033632193226367235, 0.01911775767803192, 0.021350448951125145, 0.014216866344213486, -0.033308375626802444, 0.05142690986394882, 0.005268222186714411, 0.011182631365954876, 0.035950079560279846, -0.06726472824811935, 0.019853610545396805, -0.010497534647583961, -0.0063528623431921005, -0.0240410678088665, -0.020127704367041588, 0.028454314917325974, -0.002080956008285284, -0.01680789329111576, -0.03313268721103668, 0.04042642563581467, 0.012776942923665047, -0.0017931669717654586, -0.015383056364953518, 0.011000360362231731, -0.0024361920077353716, -0.007710773032158613, -0.007385311182588339, -0.002725717145949602, -0.03936437889933586, 0.008557918481528759, -0.041779499500989914, -0.02163560874760151, 0.002435952890664339, -0.006054798141121864, 0.01996602676808834, 0.00535343075171113, -0.0038654636591672897, 0.009244687855243683, -0.01190055813640356, -0.0058939503505826, 0.000778525834903121, -0.024959441274404526, 0.0021113615948706865, -0.02275192178785801, -0.038030222058296204, -0.028705311939120293 ]
pair-programming-when-your-pair-steps-away
https://markhneedham.com/blog/2009/05/03/pair-programming-when-your-pair-steps-away
false
2009-05-04 23:43:03
Adding humour to Tester/Developer collaboration
[ "communication", "software-development" ]
[ "Communication" ]
Pat Kua has a http://www.thekua.com/atwork/2009/04/improving-collaboration-between-developers-and-testers/[recent post where he talks about the language used between testers and developers] when talking about defects that testers come across when testing some functionality and while I would agree with him that the language used is important, I've always found that injecting some humour into the situation takes the edge off. As http://dahliabock.wordpress.com/2009/05/03/its-our-code/[Dahlia points out I think this is probably only possible if there is good rapport between the developers and testers on the team] so perhaps this has been the case for the teams I've worked on. I would find it quite disappointing if my first attempt at a story cleared all the way through to business sign off without a tester in the team at least coming up with some cases where it doesn't work properly - I try to think of the scenarios that someone with a testing hat on would come up with but they are way better at that role than I am so there's bound to be something that I've missed. Now this doesn't mean that I should keep recreating the same types of defects/bugs over and over again - that would be the http://www.leanmap.com/index.php?categoryid=74[waste of re-learning] and doesn't add a whole lot of value. In all the teams I've worked on there has definitely been a bit of banter between the testers and the developers whereby the testers tell us off 'tongue in cheek' for putting so many bugs into the code and we respond by asking them not to keep on breaking the application. I've always felt that this approach worked reasonably well although it should probably be pointed out that I only do that with my ThoughtWorks colleagues where we pretty much have an implicit understanding that we are not criticising each other when talking in such a (supposedly) blunt manner. If there's any underlying lesson from this approach then I would suggest it's that developers would be better of assuming that a tester is probably going to find a bug in their code and that they shouldn't assume something is finished just because it is development complete. Testers on the other hand maybe can be less confrontational (as Pat suggests) when they find bugs - the developers didn't put them in there deliberately! You guys just happen to be way better at using the application in a way that finds its' flaws than we are. Keeping it light hearted is also way more fun!
null
null
[ 0.023683393374085426, 0.02712726965546608, -0.010615400969982147, 0.05049925670027733, 0.06965608149766922, 0.021852632984519005, 0.03787972778081894, 0.050006624311208725, 0.024468978866934776, -0.03173366189002991, -0.023535018786787987, 0.008985374122858047, -0.06170022860169411, 0.015283489599823952, -0.032708846032619476, 0.06993450969457626, 0.061621591448783875, 0.0007998469518497586, 0.03913206234574318, 0.011995429173111916, 0.030684247612953186, 0.04251563549041748, 0.008522323332726955, 0.030851174145936966, 0.02184220217168331, 0.001951876562088728, 0.006203874014317989, 0.027699066326022148, -0.07632055878639221, -0.02439209632575512, 0.04128190129995346, 0.001564206089824438, 0.03583737462759018, -0.022809820249676704, -0.005169824697077274, -0.012264247052371502, -0.0228131040930748, 0.03407464548945427, 0.020813826471567154, 0.0162066463381052, -0.06467069685459137, 0.04801400005817413, -0.0025257908273488283, 0.00497110141441226, -0.03596638888120651, 0.03230198100209236, -0.03643044829368591, 0.006872669328004122, -0.0017006827984005213, 0.03101751208305359, -0.07213956862688065, 0.03805160894989967, 0.001274608657695353, -0.004913456737995148, -0.02162574976682663, 0.03854268044233322, 0.013696586713194847, -0.06464013457298279, -0.008609202690422535, -0.043321941047906876, -0.0041685644537210464, -0.007202672306448221, 0.013819890096783638, 0.03333471342921257, 0.04057839512825012, -0.01873096451163292, 0.00894306879490614, 0.015300611034035683, -0.037847016006708145, -0.0011151647195219994, -0.006131094414740801, 0.019597934558987617, -0.011900730431079865, -0.03908952698111534, 0.028867589309811592, -0.05649251118302345, -0.016432564705610275, 0.06788905709981918, 0.01235192734748125, 0.04869575798511505, -0.041758809238672256, 0.021768709644675255, 0.01765851303935051, 0.02487000823020935, -0.01818358711898327, -0.05273016542196274, 0.015491685830056667, -0.029062246903777122, -0.038087159395217896, 0.06782125681638718, 0.016398955136537552, -0.05838223546743393, 0.047780346125364304, 0.03108820505440235, 0.008217167109251022, 0.02719331532716751, 0.03773673623800278, 0.014030271209776402, -0.008049643598496914, -0.018185624852776527, -0.03620640188455582, -0.031539078801870346, -0.004505236633121967, 0.012565776705741882, -0.08570407330989838, -0.01057424210011959, -0.008709815330803394, -0.013379762880504131, -0.021977141499519348, 0.022246578708291054, -0.023644622415304184, 0.01978045329451561, 0.000704884878359735, 0.013522126711905003, -0.06976808607578278, 0.07934354245662689, -0.006025156006217003, -0.05601774901151657, 0.0009739891975186765, 0.0014835683396086097, 0.04092293977737427, 0.02792101725935936, 0.002513328567147255, 0.09721824526786804, 0.018838150426745415, 0.03388960286974907, -0.022031251341104507, 0.05426876246929169, -0.008516877889633179, -0.04575943201780319, 0.006068193819373846, 0.05618325620889664, -0.03106672316789627, 0.0005054004141129553, 0.007195178885012865, -0.034785687923431396, -0.00019371719099581242, -0.006731209810823202, 0.017844783142209053, 0.03174000233411789, -0.029526134952902794, -0.020136842504143715, 0.008170061744749546, 0.02982434630393982, 0.014582755044102669, 0.015439200215041637, -0.014545949175953865, -0.017566906288266182, -0.04797136411070824, -0.010350060649216175, -0.010272749699652195, 0.019386528059840202, 0.012712066061794758, -0.03202246502041817, 0.02615705132484436, 0.06918951123952866, 0.032378800213336945, 0.005856693722307682, -0.016385044902563095, 0.05377766117453575, 0.03297014161944389, 0.02464623935520649, 0.021600469946861267, 0.026848746463656425, 0.011845734901726246, 0.006966633256524801, -0.0016855834983289242, 0.04083767905831337, 0.026487236842513084, 0.03327251970767975, -0.051575515419244766, -0.039362553507089615, 0.047519221901893616, -0.04948527365922928, -0.03142164275050163, 0.05420356243848801, 0.0766180157661438, 0.016304990276694298, 0.030265698209404945, 0.01806751824915409, -0.0829424038529396, 0.020229702815413475, 0.01720481738448143, 0.032344695180654526, 0.010827435180544853, -0.029396051540970802, 0.06635589152574539, 0.01210317574441433, -0.005425288807600737, 0.03335952386260033, -0.08766679465770721, -0.0874432623386383, -0.01616288162767887, -0.008102360181510448, 0.0605219304561615, -0.03846508637070656, 0.00797034427523613, 0.07325588166713715, 0.025720516219735146, 0.0581386424601078, 0.028856554999947548, 0.026463748887181282, 0.000030169481760822237, -0.0562019981443882, -0.052979882806539536, 0.06068333610892296, 0.03997853398323059, -0.006430042441934347, -0.059655409306287766, 0.025678956881165504, -0.007397052366286516, -0.0006647672853432596, 0.05184212699532509, -0.040574681013822556, 0.03423374146223068, 0.003788857953622937, 0.059864819049835205, -0.03769926726818085, 0.0598551407456398, -0.06121242046356201, -0.0039308336563408375, -0.007583830505609512, -0.012467834167182446, 0.013514387421309948, 0.002405730076134205, 0.10741070657968521, 0.06780797243118286, -0.043676409870386124, -0.020487193018198013, -0.00017510820180177689, 0.013128922320902348, -0.03810868039727211, -0.0025653382763266563, -0.0037372407969087362, 0.00007848170207580552, -0.0022126114927232265, -0.06413183361291885, -0.050688449293375015, 0.025745738297700882, -0.045159950852394104, 0.0034089917317032814, 0.0785176083445549, -0.02492264285683632, 0.04489940404891968, -0.017087029293179512, -0.007135455030947924, -0.021159708499908447, -0.03443876653909683, -0.0419258214533329, 0.016143856570124626, 0.01375783234834671, -0.011444234289228916, 0.03656378015875816, -0.018379485234618187, -0.04128583148121834, -0.028376450762152672, -0.038055356591939926, 0.006500163581222296, 0.05934210866689682, 0.05870581418275833, -0.01853361912071705, 0.04509243741631508, 0.004934653639793396, 0.023095201700925827, 0.02134411223232746, -0.06075958535075188, -0.03234141319990158, -0.020779293030500412, -0.012897385284304619, 0.04620148241519928, 0.006759608630090952, 0.03497995436191559, -0.0009403552394360304, -0.008063007146120071, -0.016861699521541595, -0.020650997757911682, 0.014102434739470482, 0.00595104182139039, -0.0060881152749061584, -0.03540753200650215, -0.03160478174686432, 0.03755869343876839, -0.05337296426296234, -0.023827189579606056, -0.001870316336862743, -0.0722094178199768, 0.055702876299619675, -0.07019257545471191, -0.045416031032800674, 0.010282913222908974, 0.01045198179781437, 0.02589353919029236, -0.022384371608495712, 0.033944953233003616, 0.0760238766670227, -0.016740869730710983, 0.029156146571040154, 0.011077914386987686, -0.0009025981416925788, 0.03253563866019249, 0.017026526853442192, 0.007084054872393608, 0.03822373226284981, 0.004306502174586058, -0.010703402571380138, -0.050908930599689484, 0.0471181683242321, -0.04350963979959488, -0.3008049726486206, 0.03912842646241188, -0.004277419298887253, -0.048234973102808, 0.018231641501188278, -0.004965083207935095, 0.003508487716317177, -0.03904295712709427, -0.01926291733980179, 0.029326394200325012, -0.0399177186191082, -0.04037453606724739, -0.02366545796394348, 0.045757655054330826, -0.002571175340563059, 0.010623429901897907, 0.008019613102078438, -0.038396649062633514, 0.006696600466966629, 0.02890479750931263, -0.018357640132308006, -0.06238676607608795, -0.005235705524682999, 0.036962009966373444, 0.056311070919036865, 0.060835789889097214, -0.08365562558174133, 0.0554085373878479, -0.041131969541311264, 0.006569485180079937, 0.003500969149172306, 0.013902261853218079, -0.03072708286345005, -0.030824029818177223, -0.02592870593070984, -0.0015964192571118474, 0.026744861155748367, -0.011856780387461185, -0.006419047247618437, 0.013801902532577515, -0.009921608492732048, -0.03019513189792633, -0.0054719215258955956, -0.00585387134924531, 0.05459868907928467, -0.02060684934258461, -0.08084572851657867, -0.0027549348305910826, -0.013450133614242077, 0.07328025996685028, -0.03515438735485077, -0.03522976487874985, -0.011629047803580761, 0.04113277792930603, -0.006777247879654169, -0.019206281751394272, 0.003163206158205867, -0.03768987953662872, -0.045104529708623886, -0.03395110368728638, -0.03823460638523102, -0.01998172327876091, -0.02727607637643814, -0.023137615993618965, 0.0006273725302889943, -0.057176027446985245, -0.05186942592263222, -0.026984481140971184, 0.08378221094608307, -0.013672268018126488, -0.029132716357707977, 0.012926549650728703, -0.008557204157114029, -0.10313954949378967, -0.009302722290158272, 0.0027500453870743513, -0.04545129835605621, -0.008189237676560879, 0.009489549323916435, 0.033650413155555725, -0.03837613761425018, -0.06193109601736069, 0.04053959995508194, -0.006729562301188707, 0.0010907028336077929, -0.017662839964032173, 0.026137901470065117, 0.03063475526869297, -0.025449538603425026, 0.023351043462753296, 0.06809472292661667, 0.0011226760689169168, -0.016129959374666214, -0.022923806682229042, 0.03145233914256096, 0.0035495716147124767, 0.03598278760910034, -0.010243872180581093, -0.00024607745581306517, 0.04303063452243805, -0.010079114697873592, -0.0839696079492569, 0.04440167173743248, -0.01697925664484501, 0.004897768143564463, -0.00023829973360989243, -0.048936598002910614, 0.01005591917783022, 0.03933955356478691, 0.03010033629834652, -0.0024854131042957306, -0.03873730078339577, 0.00791897438466549, -0.032911792397499084, -0.022578749805688858, -0.012534734793007374, 0.02996034361422062, 0.033751752227544785, -0.030425360426306725, -0.009461895562708378, -0.029778318479657173, -0.0030721027869731188, -0.01498487126082182, 0.0028574434109032154, -0.059430114924907684, -0.015191435813903809, -0.022762276232242584, -0.001237221877090633, 0.04283782094717026, 0.00880755577236414, -0.02794831618666649, 0.029949627816677094, 0.017106864601373672, -0.04378695785999298, 0.012705054134130478, -0.025691255927085876, -0.05649648979306221, -0.008181451819837093, -0.012768934480845928, -0.020868299528956413, -0.003410163801163435, 0.029553495347499847, 0.0017362004145979881, 0.0005898374365642667, 0.035204678773880005, -0.007138912100344896, 0.012410840950906277, -0.025006379932165146, 0.013496391475200653, 0.005530304275453091, 0.008420745842158794, -0.09026919305324554, 0.03513413667678833, -0.0491882748901844, -0.045128971338272095, -0.024174023419618607, 0.05843256413936615, 0.007951056584715843, -0.029729077592492104, -0.00711403414607048, 0.007715859450399876, -0.059171173721551895, -0.033319324254989624, -0.017471419647336006, 0.03308837488293648, 0.045766450464725494, -0.012968236580491066, 0.019788101315498352, -0.02922089956700802, -0.007657802663743496, 0.009670381434261799, 0.03117477148771286, -0.04807986319065094, -0.011545863002538681, 0.017373984679579735, -0.002360332291573286, -0.014971098862588406, -0.010970290750265121, 0.06760839372873306, 0.016864914447069168, -0.003988998010754585, -0.018680457025766373, 0.016286028549075127, 0.03401682525873184, 0.033016350120306015, -0.008923672139644623, 0.018583642318844795, -0.008329463191330433, 0.0017347456887364388, -0.0028736430685967207, -0.037940863519907, -0.0016367952339351177, 0.010839625261723995, 0.043004851788282394, -0.055655788630247116, -0.07214347273111343, 0.050132010132074356, 0.016795756295323372, 0.022487901151180267, 0.007176899816840887, -0.004831036552786827, -0.013844594359397888, -0.016353951767086983, 0.02306200936436653, 0.06236147880554199, -0.06884977221488953, 0.017648281529545784, -0.003024368779733777, -0.020126810297369957, 0.012859511189162731, -0.001012305961921811, -0.0481099858880043, -0.02654278464615345, -0.02279943972826004, -0.001010342501103878, -0.08436671644449234, -0.01070594135671854, -0.002746035112068057, 0.004161020275205374, -0.010491201654076576, -0.038359202444553375, -0.031456463038921356, -0.015467215329408646, -0.003985017072409391, -0.027716025710105896, 0.015276611782610416, -0.039392273873090744, -0.0001836982264649123, 0.03543766215443611, -0.03989178687334061, 0.023933978751301765, -0.026726026087999344, 0.03565501794219017, 0.03842629864811897, -0.025894274935126305, 0.00197582202963531, -0.043149013072252274, -0.005161405075341463, -0.0012479274300858378, 0.023313842713832855, -0.009117845445871353, -0.051754217594861984, -0.0448165200650692, -0.011889384128153324, -0.0295631792396307, 0.008189363405108452, -0.03232928737998009, -0.01758243516087532, 0.016156768426299095, 0.061265844851732254, 0.04249899834394455, 0.03628465160727501, -0.009937728755176067, 0.00966124702244997, 0.04250246658921242, -0.08233916759490967, -0.0199306458234787, -0.020548248663544655, -0.061113469302654266, -0.004106495063751936, 0.006146509200334549, 0.008401387371122837, -0.03364259749650955, 0.03383772447705269, 0.0137499263510108, 0.022278858348727226, 0.02903769724071026, -0.010501833632588387, 0.03715210407972336, -0.06657001376152039, 0.003013340523466468, -0.0872936025261879, 0.035841234028339386, 0.04494743049144745, -0.01759469322860241, -0.015466466546058655, -0.004414327908307314, -0.03928352892398834, 0.039157766848802567, -0.051151834428310394, -0.005868337117135525, 0.04196985810995102, -0.0024824668653309345, 0.0008355965837836266, 0.020475350320339203, -0.0690731331706047, 0.030965887010097504, 0.023518294095993042, -0.03500853106379509, -0.044567257165908813, -0.017686691135168076, 0.05313371121883392, 0.022207679226994514, 0.02443312481045723, -0.029095003381371498, 0.0001853769936133176, 0.06763472408056259, 0.015345094725489616, 0.002372576855123043, 0.037621114403009415, -0.019494229927659035, 0.04042159765958786, 0.0660543441772461, 0.03185781091451645, -0.013583158142864704, 0.008577346801757812, -0.007062732707709074, -0.04413871094584465, 0.015356101095676422, 0.01206138450652361, -0.03803602606058121, -0.018971364945173264, 0.049292583018541336, 0.023780597373843193, -0.022789308801293373, -0.03462713211774826, 0.0014577771071344614, -0.051100291311740875, 0.0024485518224537373, -0.01652756705880165, -0.014117365702986717, -0.05690452829003334, 0.04443623498082161, 0.003502441802993417, 0.016516299918293953, 0.04679272323846817, 0.013542952947318554, -0.02459380403161049, -0.007746176328510046, 0.09506475925445557, 0.08494704961776733, 0.05234953761100769, 0.03528352081775665, 0.05091603100299835, -0.028836002573370934, -0.043546296656131744, 0.022794947028160095, 0.009992546401917934, -0.012880213558673859, -0.015903588384389877, 0.0051554422825574875, 0.038844991475343704, -0.0037921613547950983, 0.06917831301689148, -0.004373007919639349, -0.004583596717566252, 0.013664426282048225, 0.017213234677910805, 0.010539192706346512, 0.09057559818029404, -0.005498973187059164, -0.002990242326632142, -0.013208199292421341, -0.033699266612529755, 0.01871495507657528, -0.06750556826591492, -0.01873786933720112, 0.026083944365382195, 0.008711617439985275, 0.02339053712785244, -0.0019346950575709343, 0.02024768479168415, 0.07226736843585968, -0.044974781572818756, 0.009025299921631813, 0.001618251553736627, 0.04722938314080238, 0.0028722072020173073, 0.0289434976875782, -0.027214134112000465, -0.0003389859921298921, -0.006865006871521473, -0.022182228043675423, 0.017189744859933853, -0.005196209065616131, -0.021588034927845, 0.07199172675609589, -0.024252403527498245, -0.012302667833864689, 0.047138240188360214, 0.012417326681315899, -0.010602293536067009, -0.06576928496360779, -0.04173881933093071, -0.04309059679508209, -0.041461847722530365, -0.025296861305832863, 0.010561439208686352, 0.0021822345443069935, -0.0335201695561409, -0.00014787469990551472, -0.03015676885843277, -0.032448556274175644, 0.03814978897571564, -0.055886127054691315, -0.037144917994737625, 0.029133565723896027, 0.014704981818795204, 0.02154640480875969, 0.03392844647169113, 0.052380792796611786, 0.005507826339453459, 0.009577435441315174, -0.014493914321064949, -0.0035203180741518736, 0.029544075950980186, -0.010906430892646313, 0.009875263087451458, -0.08889704197645187, 0.013617030344903469, 0.03777572140097618, 0.004964624531567097, -0.05105162784457207, 0.02881963551044464, -0.012540053576231003, -0.023960813879966736, 0.04351311922073364, -0.010334599763154984, 0.011008097790181637, -0.02851084992289543, -0.008983189240098, -0.031886857002973557, 0.0019736739341169596, 0.04891417175531387, -0.006108829285949469, 0.075543113052845, 0.00490041496232152, -0.022253362461924553, -0.040121402591466904, -0.001643553958274424, 0.007143175695091486, 0.0017219308065250516, -0.01211537141352892, -0.04785577207803726, -0.02057144045829773, -0.07184244692325592, -0.01584506221115589, 0.0034090327098965645, -0.00408422015607357, -0.03910258039832115, 0.022408751770853996, 0.00835680216550827, -0.029099607840180397, 0.013957773335278034, -0.037011440843343735, 0.039848942309617996, -0.021065715700387955, -0.010431163012981415, 0.0016645798459649086, 0.013051134534180164, -0.026227399706840515, 0.008105897344648838, 0.018781181424856186, -0.056785836815834045, 0.013766823336482048, 0.0064910054206848145, 0.018572555854916573, 0.01733129844069481, 0.014215998351573944, 0.0013278067344799638 ]
[ -0.10651540756225586, 0.01679699495434761, -0.020919546484947205, -0.026002749800682068, 0.028418537229299545, -0.0433502271771431, 0.006268844474107027, 0.030987558886408806, -0.004729146137833595, -0.026522187516093254, -0.0031177166383713484, -0.02050446905195713, 0.005271576810628176, -0.014947916381061077, 0.06988229602575302, -0.0006038706633262336, -0.02130061388015747, -0.09145152568817139, 0.006194806192070246, 0.01349940337240696, -0.002779522677883506, -0.027761310338974, -0.00543154776096344, -0.018301796168088913, 0.0018804729916155338, 0.01249441597610712, -0.00620767567306757, -0.027441931888461113, 0.01744161732494831, -0.17344500124454498, -0.017155665904283524, 0.01807601936161518, 0.02960091270506382, -0.022658655419945717, 0.00645447289571166, 0.06704344600439072, 0.024138962849974632, 0.0007293355301953852, -0.007999340072274208, 0.01940593682229519, 0.011454741470515728, 0.008006306365132332, -0.03725047409534454, -0.04076797515153885, 0.03821796923875809, 0.0077728996984660625, -0.00218203361146152, -0.05600830167531967, -0.062113478779792786, 0.01027256902307272, -0.03752133250236511, -0.058720510452985764, -0.029935339465737343, -0.02774839662015438, -0.028804682195186615, 0.024818288162350655, 0.03134273737668991, 0.07633866369724274, -0.004196809139102697, 0.025216136127710342, 0.020557943731546402, -0.04652747884392738, -0.11902438849210739, 0.0953778550028801, 0.042922984808683395, 0.051707666367292404, -0.05214977636933327, -0.008412082679569721, -0.020380277186632156, 0.08616888523101807, 0.01672939397394657, -0.038914043456315994, 0.0027542375028133392, 0.04350213333964348, 0.03233287110924721, 0.03258654847741127, 0.00686030276119709, 0.025035515427589417, 0.037264201790094376, -0.04815904423594475, -0.029211722314357758, -0.03494725003838539, -0.011967489495873451, -0.016770171001553535, -0.024640673771500587, 0.009592651389539242, -0.014320419169962406, 0.06677868217229843, 0.04858330264687538, 0.02861051633954048, 0.06707435101270676, -0.0040724207647144794, 0.048687517642974854, -0.0000912117466214113, -0.06753914058208466, -0.015269322320818901, -0.009390038438141346, 0.0024340865202248096, -0.07302441447973251, 0.4677029550075531, -0.02551550418138504, -0.03947613388299942, 0.06827007979154587, 0.01604277268052101, -0.0269379410892725, 0.009563266299664974, 0.010875965468585491, -0.05091529339551926, 0.028254615142941475, -0.021111996844410896, 0.004195868503302336, 0.01607668399810791, 0.07231155037879944, -0.03322774916887283, -0.01079658605158329, 0.024705706164240837, 0.011807780712842941, 0.02204696275293827, -0.0038289441727101803, 0.001714974525384605, 0.01901981420814991, 0.01129167526960373, 0.009248425252735615, -0.012914389371871948, -0.011999103240668774, -0.02512717992067337, 0.022796841338276863, 0.05922496318817139, 0.030216572806239128, -0.0027394439093768597, 0.05535207316279411, -0.04663664102554321, -0.02267426624894142, 0.01578514650464058, -0.008831431157886982, -0.0006903888424858451, 0.01207696832716465, -0.00042224436765536666, -0.00871295016258955, 0.0657145157456398, 0.014713210985064507, -0.04621100053191185, 0.019484173506498337, -0.01891922764480114, -0.04248109087347984, 0.07372666150331497, 0.0036466289311647415, -0.0275113582611084, -0.015531889162957668, -0.02810242958366871, 0.0047634923830628395, 0.04408103600144386, 0.006394512951374054, -0.03717784211039543, 0.03694956377148628, 0.0030721956863999367, 0.08883707970380783, -0.01643998548388481, -0.0638408213853836, 0.004178374074399471, 0.008515269495546818, -0.028188355267047882, -0.059408556669950485, 0.012269707396626472, 0.05706626549363136, -0.09202788025140762, -0.018811974674463272, -0.004545017145574093, 0.04025893658399582, -0.06333176791667938, -0.003974650986492634, 0.0010652280179783702, -0.024257879704236984, -0.028215721249580383, 0.020988548174500465, -0.03993448242545128, -0.03401343524456024, 0.042759254574775696, 0.04565117508172989, 0.024011094123125076, 0.02889084257185459, 0.017412716522812843, -0.021937888115644455, 0.0204582791775465, -0.02292693220078945, -0.08770425617694855, -0.025639303028583527, -0.01731747016310692, -0.01643037423491478, 0.0007177116931416094, -0.02370927482843399, -0.025375746190547943, -0.10766801983118057, 0.08953431993722916, -0.0016244888538494706, -0.02482849545776844, 0.024445973336696625, -0.040316034108400345, -0.02746947854757309, -0.0184117890894413, -0.0596901960670948, 0.042894504964351654, -0.026005135849118233, 0.0404728502035141, -0.07596291601657867, 0.0691906213760376, 0.06743709743022919, -0.0703037828207016, 0.10139019042253494, 0.037756454199552536, -0.04011208564043045, -0.05393293499946594, -0.0003200782521162182, 0.03868252784013748, 0.008606952615082264, -0.004098410252481699, 0.02716812491416931, 0.02776089496910572, -0.014123442582786083, 0.032110344618558884, -0.0195294301956892, 0.027200575917959213, -0.010743365623056889, -0.3359014093875885, -0.06413114815950394, -0.015998322516679764, -0.0024962015450000763, -0.0005238614394329488, -0.017498204484581947, 0.01518225111067295, 0.0069021559320390224, -0.006942389067262411, 0.0048163472674787045, 0.07201039046049118, -0.014883667230606079, 0.008562727831304073, -0.0741804912686348, 0.007161315530538559, 0.01050545834004879, -0.045817434787750244, 0.002739096526056528, -0.022755106911063194, 0.003922417759895325, 0.009643081575632095, -0.0028966327663511038, -0.007749305106699467, -0.06759189814329147, -0.0065258271060884, -0.06135959550738335, 0.09412770718336105, 0.04188433289527893, 0.08336058259010315, -0.031464170664548874, 0.02808421477675438, 0.02256888337433338, 0.036911629140377045, -0.10599719732999802, 0.02472097985446453, -0.0031818703282624483, -0.016200168058276176, -0.03211630880832672, 0.018651442602276802, -0.026211878284811974, -0.03511003777384758, 0.023632267490029335, -0.0761270672082901, -0.042006924748420715, -0.06478489935398102, 0.00841636210680008, -0.025717422366142273, -0.012782508507370949, -0.05239180848002434, 0.06545811891555786, 0.0009171236888505518, -0.008367658592760563, 0.026756126433610916, 0.01359937246888876, -0.009105726145207882, -0.04661109670996666, -0.08693403005599976, 0.04157606512308121, 0.010356040671467781, -0.008123844861984253, 0.0372915118932724, 0.05068233236670494, 0.04656023532152176, -0.035229314118623734, 0.012072203680872917, 0.022149862721562386, 0.019530760124325752, 0.012252569198608398, 0.06590202450752258, 0.006292578764259815, -0.011670492589473724, 0.126078262925148, -0.0012142782798036933, -0.011104858480393887, 0.009397147223353386, 0.0536247193813324, -0.012892065569758415, -0.024056540802121162, 0.0026597443502396345, -0.00771472929045558, 0.021075410768389702, -0.025522932410240173, 0.022531669586896896, -0.02070237509906292, -0.00029208025080151856, 0.020810795947909355, -0.021297210827469826, -0.03335917368531227, 0.08239688724279404, 0.0094676548615098, -0.03754042461514473, 0.03144288435578346, -0.014705860055983067, -0.06346648931503296, 0.04934085160493851, 0.003919163253158331, -0.2325364500284195, 0.001321345567703247, 0.06252133101224899, 0.033323630690574646, -0.02733425237238407, 0.0560007318854332, 0.01838403195142746, -0.05129512399435043, 0.007815520279109478, 0.005186494905501604, 0.03902629390358925, 0.008007681928575039, -0.0019326943438500166, -0.01520917471498251, 0.04135816544294357, 0.01661844179034233, 0.062496498227119446, -0.01924913376569748, 0.03038952685892582, -0.01705268584191799, 0.0029580616392195225, -0.02112468332052231, 0.16715465486049652, -0.012783432379364967, 0.02149851992726326, -0.0040780180133879185, 0.029757441952824593, 0.02642335556447506, 0.05685686320066452, -0.012086683884263039, -0.005871063098311424, 0.009279354475438595, 0.031090334057807922, -0.003844883758574724, -0.0026247992645949125, -0.0655871331691742, -0.025077369064092636, -0.01817009411752224, 0.030029872432351112, 0.018361281603574753, 0.014851356856524944, 0.0027310382574796677, -0.0018025062745437026, 0.01929815113544464, 0.05088985338807106, 0.030802151188254356, -0.01021505706012249, -0.06149344518780708, -0.05434491112828255, -0.019727259874343872, -0.04099191352725029, -0.033326391130685806, 0.02797277644276619, -0.012855222448706627, 0.006282248999923468, 0.05280238017439842, 0.029969921335577965, -0.029805118218064308, -0.004106661304831505, -0.0055963401682674885, -0.026284655556082726, -0.008569478988647461, 0.12486258894205093, 0.05129513517022133, 0.035412225872278214 ]
[ -0.00243748864158988, 0.014608155004680157, 0.010416612029075623, 0.005877902265638113, -0.012313390150666237, 0.011861728504300117, -0.021878574043512344, 0.02053486928343773, 0.03836102783679962, 0.012995234690606594, -0.011257159523665905, 0.003940630238503218, 0.006411124486476183, -0.029604624956846237, 0.017746545374393463, -0.00551433302462101, -0.01610325090587139, -0.016288554295897484, 0.0400889553129673, -0.03778840973973274, -0.027253735810518265, 0.006043922156095505, 0.0006414020317606628, 0.0040669129230082035, -0.02767377905547619, 0.008981231600046158, -0.022353781387209892, -0.00983432587236166, 0.042141132056713104, -0.1609879583120346, -0.043277207762002945, -0.016510535031557083, -0.0033076282124966383, 0.009779130108654499, 0.007769160438328981, 0.006605682894587517, 0.0067205545492470264, 0.020355772227048874, 0.0004570484161376953, 0.015000629238784313, 0.015707911923527718, -0.01781972497701645, -0.022038448601961136, 0.003442824585363269, -0.000012352432349871378, -0.002901834901422262, -0.007773218210786581, -0.044066812843084335, 0.0026367767713963985, -0.018541250377893448, -0.020901208743453026, -0.03435411676764488, -0.0013189994497224689, 0.007717497646808624, 0.0077769095078110695, -0.018074512481689453, 0.03909285366535187, -0.02557028830051422, 0.0300696212798357, 0.03251727297902107, 0.017664777114987373, 0.007154587656259537, -0.02761675976216793, -0.015316961333155632, -0.003786447225138545, -0.020256809890270233, -0.0028576834592968225, 0.011316037736833096, -0.037496715784072876, 0.014883339405059814, -0.03421245515346527, 0.0016571241430938244, -0.009748110547661781, -0.0066757346503436565, 0.005146583076566458, 0.0330515019595623, -0.04594717174768448, 0.0032422731164842844, 0.01782851479947567, -0.004737059585750103, -0.05434689670801163, 0.016455957666039467, 0.01926329731941223, -0.009888503700494766, -0.02590045891702175, 0.019909873604774475, 0.010199693031609058, -0.006612026132643223, 0.03995339944958687, 0.013170110061764717, -0.014990963973104954, 0.03885991498827934, 0.019960684701800346, 0.004037122707813978, -0.07034967094659805, -0.017237400636076927, 0.011062238365411758, -0.02494763396680355, 0.004379708785563707, 0.8529720902442932, -0.012362848967313766, 0.02578786388039589, 0.012746009975671768, -0.009748201817274094, -0.015684297308325768, -0.01517041027545929, 0.003951224032789469, -0.009823758155107498, 0.010461783036589622, -0.02508406899869442, -0.005298909731209278, 0.02441207319498062, 0.015914788469672203, -0.0001934257597895339, 0.036366820335388184, 0.0058199320919811726, 0.011532390490174294, 0.009544947184622288, 0.0038507720455527306, 0.01734037883579731, 0.06534815579652786, 0.013105769641697407, 0.0023548873141407967, 0.018311645835638046, 0.03212175890803337, -0.166438028216362, -0.009341802448034286, -8.571718765191537e-33, 0.0881584957242012, 0.014720836654305458, -0.013594253920018673, -0.012928995303809643, -0.0005631429958157241, -0.03326825425028801, 0.0244531761854887, 0.038589492440223694, -0.03433296084403992, -0.027454840019345284, 0.006887949071824551, -0.025303328409790993, 0.011505687609314919, -0.028186578303575516, 0.018343620002269745, 0.011473973281681538, -0.01665731891989708, 0.025798069313168526, -0.008861856535077095, 0.028631821274757385, 0.041110504418611526, 0.0005033561028540134, 0.012298556044697762, -0.012138835154473782, -0.012573076412081718, -0.0006706754793412983, -0.006418549921363592, 0.029002806171774864, -0.007567976601421833, -0.050943173468112946, -0.02760477364063263, 0.02618333324790001, -0.00993350986391306, 0.02309807762503624, -0.03045887127518654, -0.05780079960823059, -0.025871984660625458, 0.019678140059113503, -0.04231203347444534, 0.009204870089888573, -0.009541632607579231, -0.009098379872739315, -0.053354907780885696, -0.016639430075883865, 0.03631297126412392, -0.013708258047699928, -0.013456752523779869, -0.01534794457256794, 0.022351302206516266, -0.024181220680475235, 0.00021704753453377634, 0.009451627731323242, 0.01005340926349163, 0.021813448518514633, 0.003567414591088891, 0.01733524352312088, 0.013754959218204021, -0.04228438064455986, -0.03551868349313736, 0.044075414538383484, 0.013830042444169521, 0.005484024528414011, -0.03826149180531502, 0.02854284644126892, -0.021021906286478043, -0.03415953367948532, 0.023927537724375725, 0.002843043999746442, 0.019098715856671333, -0.03406737744808197, -0.020480070263147354, 0.015195299871265888, -0.01831495203077793, 0.013168196193873882, -0.008647752925753593, -0.03043702431023121, -0.00906378123909235, 0.060441553592681885, -0.0062078554183244705, 0.04531398043036461, 0.02432071603834629, -0.04388108104467392, -0.00576410535722971, -0.025447359308600426, -0.006715257652103901, 0.0031169764697551727, 0.014057164080440998, -0.025727763772010803, -0.03581384941935539, 0.01346988882869482, -0.0043044546619057655, 0.006303317844867706, 0.01876855455338955, -0.0015276509802788496, -0.007723099086433649, 8.844013950035858e-33, -0.002283373149111867, -0.012522687204182148, -0.032632406800985336, 0.014624771662056446, 0.05512602627277374, -0.02132743038237095, 0.01584590971469879, -0.009368568658828735, -0.0427355095744133, 0.03642149642109871, -0.014788034372031689, -0.01122764777392149, -0.03141263127326965, 0.03960968181490898, -0.002115135546773672, -0.03288115933537483, 0.032548703253269196, -0.03169606253504753, 0.02323821373283863, 0.007902003824710846, 0.026437437161803246, 0.008495563641190529, 0.009283196181058884, -0.01114964671432972, 0.0019732678774744272, 0.03197760879993439, -0.027487460523843765, 0.022920021787285805, -0.016445565968751907, 0.012432663701474667, 0.011286006309092045, -0.0012533850967884064, 0.006936498451977968, 0.009813266806304455, 0.00813254714012146, 0.00230480101890862, -0.02836635522544384, -0.0016617417568340898, 0.006611164193600416, 0.009266182780265808, 0.02354995533823967, 0.02475416474044323, 0.0013422116171568632, 0.01984095759689808, 0.021470513194799423, 0.03785606473684311, 0.0034944924991577864, -0.03974897414445877, 0.003166638547554612, 0.001033477601595223, 0.016729334369301796, 0.027646325528621674, 0.013113862834870815, 0.005115436390042305, -0.034716568887233734, -0.0001081021546269767, -0.02196667529642582, -0.014382584020495415, -0.009434329345822334, 0.030306026339530945, 0.009321866557002068, 0.0021043352317065, -0.004439494106918573, 0.005598593037575483, -0.025987938046455383, -0.01701131835579872, 0.024385526776313782, 0.050077665597200394, -0.010853243991732597, 0.015297199599444866, -0.02600312978029251, -0.02175283432006836, 0.006152123212814331, 0.04166889935731888, 0.034455399960279465, -0.02265191823244095, -0.023379020392894745, 0.0054880050010979176, -0.004777088761329651, 0.020620295777916908, 0.0013400516472756863, -0.008877855725586414, -0.01419362798333168, 0.030065182596445084, 0.009843699634075165, 0.05864660441875458, -0.005795133300125599, 0.041744351387023926, 0.006631638389080763, -0.010986252687871456, 0.011959219351410866, -0.005949267186224461, 0.0012389481998980045, -0.002752030733972788, -0.0038016943726688623, -1.383722914027885e-8, 0.028928885236382484, -0.009930175729095936, -0.03354991227388382, 0.005957096349447966, 0.014165493659675121, -0.013123192824423313, -0.010505551472306252, 0.026537084951996803, -0.027138859033584595, 0.013898296281695366, 0.01391390711069107, 0.017716623842716217, -0.003782181302085519, 0.024746650829911232, 0.02040795050561428, -0.04222104325890541, -0.01715398207306862, 0.042406488209962845, 0.031731799244880676, -0.014153843745589256, 0.007048534695059061, 0.04952417314052582, -0.005880360491573811, -0.0076054660603404045, 0.0030865094158798456, 0.0029954209458082914, 0.014941032975912094, -0.07629562169313431, -0.0033700258936733007, 0.007063849829137325, 0.03426823019981384, -0.011851191520690918, -0.052435919642448425, -0.006513277534395456, 0.01384991779923439, -0.021151378750801086, 0.029132351279258728, -0.006271094549447298, 0.02687041461467743, 0.016237694770097733, -0.022436441853642464, 0.017287449911236763, 0.008219368755817413, -0.02719011716544628, -0.0026004815008491278, -0.024107661098241806, -0.0599634051322937, -0.014052331447601318, 0.0046877069398760796, -0.08236560970544815, 0.025495778769254684, -0.0038233790546655655, -0.0012958112638443708, 0.04210663214325905, 0.00655143428593874, 0.017193416133522987, -0.0035727438516914845, -0.017860224470496178, -0.058168407529592514, -0.0031385805923491716, 0.033163849264383316, 0.030115222558379173, 0.0033760543446987867, -0.026187246665358543 ]
adding-humour-to-testerdeveloper-collaboration
https://markhneedham.com/blog/2009/05/04/adding-humour-to-testerdeveloper-collaboration
false
2009-05-02 14:38:36
F#: Stuff I get confused about
[ "f" ]
[ "fsharp" ]
Coming from the world of C# I've noticed that there are a couple of things that I sometimes get confused about when playing around with stuff in F# land. == Passing arguments to functions The way that we pass arguments to functions seems to be a fairly constant cause of confusion at the moment especially when doing that as part of a chain of other expressions where the use of brackets starts to become necessary. In C# I'm used to putting the arguments in parentheses but that doesn't quite work in F#. For example in http://www.markhneedham.com/blog/2009/04/13/f-a-day-of-writing-a-little-twitter-application/[my twitter application] I was trying to append two lists together similar to this: [source,ocaml] ---- let first_item = Seq.singleton("mark") let second_item = Seq.singleton "needham" let joined_items = Seq.append (first_item, second_item) ---- Which doesn't compile with the following error message: [source,text] ---- The type 'b * 'c' is not compatible with the type 'seq<'a>' ---- What we've done here is pass in a tuple containing 'first_item' and 'second_item' instead of passing them separately as arguments to the function. The correct way of doing this is like so: [source,ocaml] ---- let joined_items = Seq.append first_item second_item ---- == Values and Expressions As I understand it in everything that we create in F# is an expression and when those expressions get evaluated we end up with some values. I http://www.markhneedham.com/blog/2009/04/16/coding-dojo-12-f/[wrote previously how we got confused about this distinction in a coding dojo] a couple of weeks ago. That particular example was around how we need to create functions which take in an argument of type 'unit' if they are to be picked up by the XUnit.NET test runner. http://www.twitter.com/davcamer[Dave] explains how this works in the comments of that post: Given this code: [source,ocaml] ---- let should_do_something () = Assert.AreEqual(2,2) ---- ____ \... The extra space implies that should_do_something is a function, which takes one argument which is a unit. This is more similar to the syntax for declaring a one argument function where the argument is actually a value, such as let square_it x = x * x ____ When we put brackets around the arguments we are passing to functions they stop being passed as arguments as the compiler now tried to evaluate what's in the brackets first and pass it to the function. To give an example from playing around with Seq.append, if we do this: [source,ocaml] ---- let joined_items = Seq.append (first_item second_item) ---- We get a compilation error over 'first_item': [source,text] ---- The value is not a function can cannot be applied ---- Here the compiler attempts to evaluate the function 'first_item' with an argument 'second_item' but since 'first_item' is actually a value and not a function this is impossible. == Referencing other types in our code From my experiences so far it seems that F# uses http://en.wikipedia.org/wiki/One-pass_compiler[one pass compilation] such that you can only reference types or functions which have been defined either earlier in the file you're currently in or appear in a file which is specified earlier in the compilation order. This seems a bit restrictive to me although I'm sure there's probably some benefits of this approach that I'm not yet aware of, maybe around type checking.
null
null
[ 0.027603188529610634, 0.0049686916172504425, -0.01914125494658947, 0.016580933704972267, 0.05924651026725769, 0.05126531794667244, 0.004526740871369839, 0.013323321007192135, 0.013450626283884048, -0.018776267766952515, 0.0035834377631545067, 0.016952715814113617, -0.10127831995487213, 0.025055794045329094, -0.010314741171896458, 0.049836620688438416, 0.0887356847524643, -0.03219284489750862, 0.009613524191081524, -0.02060561813414097, 0.018045274540781975, 0.06274822354316711, 0.001672252081334591, 0.0005251110997051001, 0.027001403272151947, 0.025775710120797157, 0.041573163121938705, -0.005316486116498709, -0.04056056961417198, -0.03685932233929634, 0.022547664120793343, 0.037953540682792664, 0.001162177650257945, -0.04541138932108879, -0.0030783142428845167, -0.005741903092712164, 0.025095781311392784, 0.005752692464739084, 0.006924652028828859, 0.054011985659599304, -0.08687642216682434, -0.0045774527825415134, 0.0031615684274584055, -0.007333214394748211, -0.05544581264257431, -0.002159442752599716, -0.03006531484425068, -0.008217289112508297, -0.036388956010341644, 0.011147829703986645, -0.0676984041929245, 0.01171288825571537, -0.0015462408773601055, -0.009041124023497105, 0.029428835958242416, 0.039691295474767685, 0.003985641524195671, -0.08125293254852295, 0.049326032400131226, -0.05103323608636856, 0.0009498437284491956, 0.009714837186038494, 0.021937595680356026, 0.03859036788344383, 0.03346698358654976, -0.008879988454282284, -0.008980615064501762, 0.05361107364296913, -0.0690968930721283, -0.00362814380787313, -0.013341914862394333, 0.004616244696080685, -0.020792432129383087, -0.026867397129535675, 0.0077246068976819515, -0.03943566605448723, -0.023444438353180885, 0.04441988468170166, 0.03258976340293884, 0.03857723996043205, -0.014210673049092293, 0.03522012382745743, 0.02692689746618271, 0.0001085121402866207, 0.03142228350043297, 0.00915885902941227, -0.017905937507748604, 0.018233926966786385, -0.04175401106476784, 0.052732985466718674, 0.005563544575124979, -0.04866509139537811, -0.022655747830867767, 0.001963878981769085, 0.025479841977357864, 0.020150309428572655, 0.002290535718202591, -0.020144810900092125, 0.004673430230468512, 0.007706187665462494, -0.04035203531384468, -0.025039048865437508, 0.03772341087460518, -0.0013331033987924457, -0.06280671060085297, -0.013603581115603447, -0.014443519525229931, -0.024758096784353256, 0.03613816946744919, 0.028738172724843025, -0.05859606713056564, 0.014442802406847477, -0.007951021194458008, 0.013904294930398464, -0.07513310760259628, 0.023178210482001305, 0.01290406659245491, 0.00569204892963171, -0.052831463515758514, 0.03595202416181564, 0.03444189950823784, 0.007962913252413273, -0.01800663210451603, 0.055328693240880966, -0.009986069984734058, 0.03032100945711136, -0.014423009939491749, 0.07932425290346146, -0.01867094822227955, -0.07218221575021744, -0.04621162638068199, 0.06795462965965271, -0.04616563022136688, -0.003251107409596443, -0.01296717394143343, -0.04425554350018501, -0.041640184819698334, 0.0016340580768883228, 0.039667531847953796, 0.036069706082344055, -0.012778467498719692, -0.034189336001873016, 0.00598275288939476, -0.05570560693740845, -0.006706481333822012, 0.017913656309247017, -0.028630301356315613, 0.0006962265470065176, -0.0006823867443017662, 0.028392834588885307, 0.036201100796461105, 0.03578031063079834, 0.06208924576640129, -0.04597186669707298, 0.01568049192428589, 0.059549544006586075, 0.0353490374982357, 0.0211651548743248, -0.015797877684235573, 0.02874462492763996, 0.03733578696846962, 0.03165329620242119, 0.0189729742705822, 0.07760514318943024, 0.024021150544285774, 0.0020957118831574917, 0.01008657831698656, 0.025995278730988503, -0.01282905600965023, -0.023264281451702118, -0.04429803416132927, -0.0066913398914039135, 0.06538765877485275, -0.026077263057231903, -0.002285771304741502, 0.03167913109064102, 0.07325147092342377, -0.014515316113829613, 0.05590180307626724, 0.017332324758172035, -0.07133350521326065, 0.042265281081199646, -0.0041244844906032085, 0.01828426867723465, 0.0022344812750816345, 0.007705510128289461, 0.043422818183898926, 0.006324905902147293, 0.036424536257982254, 0.04174496605992317, -0.026161137968301773, -0.07558520138263702, -0.04139067977666855, -0.009198217652738094, 0.07264856994152069, -0.038113001734018326, -0.012139013037085533, 0.07472483813762665, 0.013488540425896645, 0.031046532094478607, 0.02665160596370697, -0.04489271342754364, 0.033341385424137115, -0.008014155551791191, -0.03293503075838089, 0.08778824657201767, 0.03489423170685768, -0.006415711250156164, -0.01777515560388565, 0.03719315305352211, -0.010398837737739086, 0.023270374163985252, 0.05151893198490143, -0.024511560797691345, 0.053079620003700256, 0.010524081066250801, 0.022910237312316895, -0.04019812494516373, 0.02583516575396061, -0.08870907872915268, 0.021393069997429848, 0.014263146556913853, 0.0047723171301186085, -0.016809362918138504, -0.004661634564399719, 0.1262698918581009, 0.07096439599990845, -0.049228571355342865, -0.05339490622282028, 0.0014517690287902951, 0.0012602111091837287, -0.020660508424043655, -0.0009987885132431984, 0.03143370896577835, -0.009631550870835781, -0.015864316374063492, -0.00787782110273838, 0.028126860037446022, 0.0016249094624072313, -0.045281071215867996, 0.0420648418366909, 0.09673680365085602, -0.04818733409047127, 0.039589934051036835, -0.010165061801671982, -0.03655894100666046, 0.03173184394836426, -0.019625017419457436, -0.024389764294028282, 0.01877838745713234, 0.03981096297502518, -0.024217968806624413, 0.08084700256586075, -0.008892429061233997, -0.029495904222130775, -0.0034509224351495504, -0.027502084150910378, 0.035878174006938934, 0.03715257719159126, 0.028236480429768562, -0.00785613339394331, 0.042757194489240646, -0.0406881682574749, -0.004276611842215061, -0.006299212574958801, -0.03891080245375633, -0.032650869339704514, 0.030298614874482155, 0.016482552513480186, 0.05651853606104851, 0.017437390983104706, -0.015458443202078342, 0.029272643849253654, 0.0002621241728775203, -0.04394741356372833, 0.006671487353742123, 0.007131499238312244, -0.007882600650191307, -0.07613673061132431, -0.06513433158397675, -0.03224294260144234, 0.045174069702625275, -0.035977769643068314, -0.04790429398417473, -0.015636024996638298, -0.04675048589706421, 0.036595750600099564, -0.09174113720655441, -0.05048850178718567, 0.003820630721747875, 0.04307500645518303, 0.030319368466734886, -0.04255823791027069, -0.005329950712621212, 0.055143747478723526, 0.010099961422383785, 0.038520894944667816, 0.0033811102621257305, -0.004701272118836641, 0.010001789778470993, -0.021940909326076508, 0.0030617581214755774, 0.05653251335024834, 0.0003045969642698765, -0.009579038247466087, -0.05338335409760475, -0.012381943874061108, 0.008579117245972157, -0.2581920027732849, 0.050692565739154816, -0.02392006665468216, -0.002154794055968523, 0.01409495621919632, -0.027087315917015076, 0.017366155982017517, -0.04156273603439331, -0.00886229146271944, 0.025161143392324448, -0.024578195065259933, -0.01944943144917488, -0.04566774144768715, 0.029314128682017326, 0.002864765003323555, -0.03639289364218712, -0.020343804731965065, -0.04708587005734444, 0.02560853213071823, 0.05875048786401749, 0.0019010537071153522, -0.05042161047458649, 0.004480775445699692, 0.06320273131132126, 0.05094278231263161, 0.028724154457449913, -0.09637849777936935, 0.022978652268648148, -0.011176920495927334, -0.003321313066408038, -0.028553610667586327, 0.0019743333104997873, 0.012252751737833023, -0.02983967773616314, -0.02697746269404888, -0.02702500857412815, 0.018371764570474625, -0.004315466154366732, 0.0423492006957531, 0.008145785890519619, -0.03843070566654205, -0.06863829493522644, 0.003134978236630559, -0.027960577979683876, 0.06697899848222733, -0.03286193311214447, -0.07809235900640488, 0.011028550565242767, -0.0536842867732048, 0.06698054075241089, -0.029751019552350044, -0.034384578466415405, -0.019765842705965042, 0.03710617497563362, 0.002443142933771014, -0.027139797806739807, 0.0032668861094862223, -0.03681253269314766, -0.027675239369273186, -0.022497620433568954, -0.030005941167473793, -0.059769779443740845, -0.022722085937857628, -0.05627485737204552, -0.048332057893276215, -0.05418200418353081, -0.06861109286546707, 0.005322846118360758, 0.07625828683376312, 0.03140619769692421, 0.015453088097274303, -0.001541774719953537, -0.01612430065870285, -0.10244576632976532, -0.027965901419520378, -0.03450952470302582, -0.04241245985031128, -0.011100647039711475, -0.003568378509953618, 0.06570857018232346, -0.011938659474253654, -0.05373396351933479, 0.03877850994467735, 0.01745198294520378, 0.030413493514060974, 0.003235842799767852, 0.009454446844756603, -0.018566181883215904, 0.006777668371796608, 0.009363874793052673, 0.06535308063030243, -0.007020415738224983, 0.006311447825282812, -0.026578349992632866, 0.040503595024347305, 0.014102322049438953, 0.037011418491601944, 0.011896802112460136, 0.05054332688450813, 0.01042111311107874, 0.058584701269865036, -0.034148234874010086, 0.004540271125733852, -0.04846473038196564, -0.021701829507946968, -0.010501230135560036, -0.05818678438663483, 0.039723437279462814, 0.006931161507964134, -0.00412296038120985, -0.03259788826107979, -0.04758891463279724, 0.011567833833396435, -0.0470944419503212, -0.04108411818742752, -0.023203367367386818, 0.01744666136801243, 0.017579076811671257, 0.027229957282543182, -0.03306293860077858, -0.053281188011169434, 0.013801563531160355, 0.030243949964642525, -0.030838673934340477, -0.05697409063577652, -0.030608946457505226, -0.01650320366024971, -0.009730447083711624, 0.0063121020793914795, 0.047849688678979874, 0.0007115047192201018, 0.025328056886792183, -0.0013445436488837004, -0.017983481287956238, 0.015739653259515762, -0.00311419484205544, 0.00904342345893383, -0.03109344281256199, -0.032520052045583725, -0.02502409741282463, 0.009115386754274368, 0.0006087038782425225, 0.027820130810141563, -0.003234565258026123, 0.035821545869112015, 0.0072589754126966, 0.0001059545757016167, 0.020941296592354774, -0.01427203044295311, 0.02525954321026802, 0.04436607286334038, -0.05844658240675926, 0.01751727983355522, -0.025523709133267403, -0.01762334257364273, 0.0033490541391074657, 0.024534549564123154, -0.04060182347893715, -0.053648825734853745, -0.07330115884542465, 0.014602934010326862, -0.00888183806091547, -0.01575516164302826, -0.029526036232709885, -0.027590159326791763, 0.02820025198161602, -0.044952381402254105, 0.04290788993239403, -0.030943306162953377, 0.015606096014380455, 0.0041435230523347855, 0.04231183975934982, -0.020898442715406418, 0.02055688016116619, -0.022746823728084564, -0.034543249756097794, -0.02308022789657116, 0.02776598557829857, 0.042325958609580994, 0.01391951460391283, 0.003291382221505046, -0.009040440432727337, 0.01028408296406269, 0.008724691346287727, 0.040256716310977936, 0.001459674327634275, -0.00244104559533298, -0.02838064916431904, -0.04492707923054695, 0.00526589248329401, -0.03457692265510559, -0.05108096823096275, -0.005356638692319393, 0.032919686287641525, -0.03730277717113495, -0.042677830904722214, 0.02480730414390564, 0.05213189870119095, -0.0017216927371919155, 0.005067280028015375, 0.01055461261421442, 0.022788384929299355, -0.022656088694930077, 0.021971799433231354, 0.056548986583948135, -0.054853085428476334, 0.017890851944684982, 0.0018952233949676156, 0.028466464951634407, 0.044293127954006195, 0.02871519699692726, -0.029544347897171974, -0.029777025803923607, -0.018390212208032608, 0.007014686707407236, -0.014165730215609074, -0.03744339942932129, -0.006921451538801193, -0.017342088744044304, -0.01722380332648754, 0.005213000811636448, -0.025347627699375153, 0.01115412637591362, -0.0313786081969738, -0.028583718463778496, 0.01583169214427471, -0.08222947269678116, 0.002865728922188282, 0.05244819447398186, -0.03804564103484154, -0.008389984257519245, -0.03337147459387779, 0.03346956893801689, 0.015889666974544525, -0.02478913962841034, -0.023828374221920967, -0.06958185136318207, 0.00022110529243946075, -0.07366309314966202, 0.04060977324843407, 0.014955351129174232, -0.02439846470952034, -0.012409507296979427, -0.016184208914637566, -0.05037369579076767, 0.0024920261930674314, -0.010050109587609768, -0.050719622522592545, 0.022023919969797134, 0.04182404279708862, -0.0034467026125639677, 0.03784458711743355, -0.0031134523451328278, -0.0018382685957476497, 0.039035167545080185, -0.052914317697286606, -0.023556290194392204, -0.003365949494764209, -0.05125826969742775, 0.015880299732089043, -0.0019887425005435944, 0.015517625957727432, -0.04305720329284668, 0.054277487099170685, 0.059034548699855804, 0.031183866783976555, 0.04004567489027977, -0.010434659197926521, 0.027614638209342957, -0.0190743375569582, 0.0008755609160289168, -0.06834039092063904, 0.028274692595005035, 0.03282787650823593, 0.03874712064862251, -0.02827349305152893, -0.01296213362365961, 0.011740769259631634, 0.047150447964668274, -0.0520254410803318, -0.001307768514379859, 0.023807859048247337, 0.021448351442813873, 0.0028932623099535704, 0.035066381096839905, -0.04212815314531326, 0.03345385193824768, 0.037034694105386734, -0.015014173462986946, -0.032235872000455856, -0.009734301827847958, 0.05524946004152298, 0.00718082906678319, 0.019243143498897552, 0.0013873507268726826, -0.013374161906540394, 0.05200306698679924, 0.0402754545211792, 0.0165767390280962, 0.07728799432516098, -0.017939431592822075, -0.004900549538433552, 0.02994154952466488, -0.031071901321411133, -0.008325018920004368, 0.020382650196552277, -0.027748379856348038, -0.06739778816699982, -0.0104093998670578, 0.0214508306235075, -0.030063221231102943, -0.05285337194800377, 0.05763806775212288, -0.005556175485253334, -0.02083301730453968, -0.026211081072688103, -0.011552047915756702, -0.031394124031066895, 0.00928365346044302, -0.030426397919654846, 0.02776677906513214, -0.021820057183504105, 0.07235987484455109, -0.004523635841906071, -0.00689690001308918, 0.05051117390394211, -0.01683959551155567, 0.007388460915535688, -0.009500877931714058, 0.04791757091879845, 0.062263187021017075, 0.05198642984032631, 0.008122854866087437, 0.04397236183285713, -0.018099380657076836, -0.06659507751464844, 0.004362347070127726, -0.02023906446993351, 0.014783907681703568, -0.00271203531883657, 0.035876110196113586, 0.10070697218179703, -0.003734553698450327, 0.060577768832445145, -0.042582884430885315, 0.010357499122619629, -0.03225521370768547, 0.02822270430624485, 0.011292971670627594, 0.058526016771793365, 0.01414818037301302, 0.015434987843036652, 0.02920999750494957, -0.03959249332547188, 0.03601826727390289, -0.021488873288035393, 0.000039186979847727343, -0.0013875254662707448, 0.024189718067646027, 0.01002234686166048, 0.012899910099804401, 0.04272438585758209, 0.05649591237306595, -0.05714256688952446, -0.01467575877904892, 0.007981381379067898, 0.03752841055393219, 0.012784604914486408, -0.0350068137049675, 0.014838584698736668, -0.024823756888508797, 0.006369894370436668, 0.006383652798831463, -0.027904080227017403, -0.035992786288261414, -0.03167961910367012, 0.03316015377640724, -0.04606734216213226, -0.0005030971951782703, 0.004356196615844965, -0.030099954456090927, -0.025924518704414368, -0.03797624632716179, -0.025757238268852234, -0.041485514491796494, -0.06460147351026535, -0.02014206349849701, 0.012667179107666016, -0.03251902014017105, -0.019691843539476395, -0.031711068004369736, -0.003816551761701703, -0.007379766087979078, 0.04492862522602081, 0.0029864409007132053, -0.03164459392428398, 0.01652219519019127, 0.0060244034975767136, 0.04466359689831734, 0.035355474799871445, 0.010219203308224678, -0.007497385609894991, 0.007157216779887676, -0.04761282354593277, -0.017786646261811256, 0.050704751163721085, 0.02486763335764408, -0.0022879443131387234, -0.05699256435036659, 0.011678952723741531, 0.01399135123938322, 0.010932845063507557, -0.07591758668422699, -0.0014041613321751356, 0.011781599372625351, -0.012579879723489285, 0.043074578046798706, -0.02740582637488842, -0.016705812886357307, -0.04919924959540367, 0.0012308876030147076, 0.027595432475209236, 0.002504030242562294, 0.03420871123671532, -0.027708807960152626, 0.06186539679765701, -0.00705595500767231, -0.011490355245769024, -0.01769668236374855, -0.015841204673051834, 0.002436283975839615, 0.040450286120176315, -0.011844336055219173, -0.05108460783958435, -0.04208521917462349, -0.04052950069308281, -0.007852294482290745, -0.0037595992907881737, -0.014936117455363274, -0.027291590347886086, 0.012455315329134464, 0.04001469165086746, -0.07599487155675888, 0.0721394345164299, -0.019818847998976707, 0.018935268744826317, -0.010283037088811398, -0.025759553536772728, 0.015543496236205101, 0.048811815679073334, 0.006013169419020414, -0.00821700319647789, 0.06283754855394363, -0.034559935331344604, -0.03499728441238403, -0.0062615759670734406, -0.003449490759521723, 0.034265048801898956, -0.02815181575715542, 0.05221744626760483 ]
[ -0.11606531590223312, -0.02864648774266243, -0.0313732735812664, -0.014037519693374634, 0.009955928660929203, -0.038365013897418976, 0.038480259478092194, 0.004911457654088736, 0.0215122289955616, -0.025682786479592323, -0.03611641749739647, -0.04471239447593689, -0.005714574363082647, 0.014279533177614212, 0.08188086748123169, 0.012646363116800785, -0.06695843487977982, -0.04412912204861641, -0.05043182894587517, -0.009377828799188137, 0.019357044249773026, 0.004052385687828064, -0.05750627443194389, -0.043829966336488724, 0.03900208696722984, 0.03675643727183342, 0.022087402641773224, -0.057350438088178635, 0.02153012342751026, -0.19423069059848785, -0.007228778675198555, 0.012875635176897049, 0.021032394841313362, -0.02017238922417164, -0.029766788706183434, 0.014834298752248287, 0.03683316707611084, 0.027931734919548035, -0.017338089644908905, 0.07245378941297531, 0.03942287713289261, 0.04323631525039673, -0.015958497300744057, 0.0010988055728375912, 0.0456770621240139, -0.01588173769414425, -0.030617788434028625, -0.032244373112916946, -0.01845807395875454, 0.020018529146909714, -0.044603608548641205, -0.010917973704636097, -0.05259639397263527, -0.019473008811473846, -0.022898009046912193, 0.04647473990917206, 0.04259738326072693, 0.07336775958538055, 0.0246655885130167, 0.030107174068689346, 0.005851110443472862, -0.044023167341947556, -0.12407029420137405, 0.11737016588449478, 0.03242235630750656, 0.0313834473490715, 0.006386913359165192, -0.04159633815288544, -0.03426388278603554, 0.11110471934080124, 0.012475833296775818, -0.02529197745025158, -0.030303092673420906, 0.053319696336984634, 0.020675400272011757, -0.054864875972270966, 0.0016054731095209718, 0.017853453755378723, 0.0532219335436821, -0.022380400449037552, -0.023573119193315506, -0.03264712542295456, 0.04403625801205635, 0.008075179532170296, -0.02486800216138363, -0.01340102031826973, -0.01626824215054512, 0.028981151059269905, 0.03730946406722069, 0.027194423601031303, 0.03548317775130272, -0.023869790136814117, 0.034280069172382355, 0.049477823078632355, -0.0561717264354229, -0.017441291362047195, 0.0042708213441073895, -0.03122004307806492, -0.04853585362434387, 0.40055209398269653, -0.04796023666858673, -0.012254511006176472, 0.04019501060247421, 0.02650454081594944, -0.029823260381817818, 0.008767927996814251, 0.007337596733123064, -0.045723117887973785, 0.008303608745336533, -0.05033225193619728, -0.05359465628862381, 0.004906924441456795, 0.04850214347243309, -0.051024291664361954, -0.02416468970477581, -0.00012412900105118752, 0.028531063348054886, 0.005105205811560154, -0.005798776168376207, 0.020298145711421967, 0.01684430055320263, -0.0048311734572052956, 0.012475389055907726, 0.03770291432738304, 0.010796342976391315, -0.023749753832817078, 0.01996658742427826, 0.07804873585700989, 0.06625383347272873, 0.006303364876657724, 0.05450054258108139, -0.016612963750958443, -0.055499859154224396, -0.009287439286708832, 0.009468979202210903, 0.0374288372695446, 0.052025165408849716, -0.017574161291122437, 0.016866663470864296, 0.027746379375457764, 0.003954504616558552, -0.04901202395558357, 0.03318912535905838, -0.03444281965494156, -0.030870851129293442, 0.1266007423400879, -0.02159212902188301, -0.01667650416493416, -0.03266721963882446, -0.00746180908754468, -0.015154171735048294, 0.05218750238418579, -0.033305030316114426, -0.035105347633361816, -0.007117351517081261, 0.032952312380075455, 0.08706121146678925, -0.02997358702123165, -0.041868288069963455, -0.021704234182834625, -0.07658573240041733, 0.017286278307437897, -0.03649509698152542, 0.02159734070301056, 0.03071989305317402, -0.06530139595270157, -0.019425014033913612, -0.013689420185983181, 0.006648975424468517, -0.10200370103120804, 0.004484734497964382, -0.007452093530446291, -0.07213912904262543, -0.03009830042719841, 0.0596088208258152, 0.008363531902432442, -0.0038819503970444202, -0.004656864330172539, 0.03945905715227127, 0.009166303090751171, -0.00045909409527666867, 0.017438707873225212, -0.04888097941875458, -0.013025954365730286, -0.030445856973528862, -0.06804057955741882, -0.05593939870595932, -0.029881013557314873, -0.024560796096920967, -0.018633486703038216, 0.014566355384886265, -0.04380064085125923, -0.062056560069322586, 0.07231664657592773, -0.07658104598522186, -0.01698373258113861, 0.051839254796504974, 0.0030638326425105333, 0.022750714793801308, -0.00995858758687973, 0.027117948979139328, 0.038351234048604965, -0.015385795384645462, 0.05691216140985489, -0.05910729989409447, 0.02040187455713749, 0.04442828521132469, -0.038831669837236404, 0.03810953348875046, 0.040287941694259644, -0.044812411069869995, -0.012343689799308777, -0.020637597888708115, 0.01730755902826786, -0.000454358640126884, -0.049505915492773056, 0.010920287109911442, 0.00014027096040081233, -0.0011333976872265339, 0.0033024672884494066, -0.0439613051712513, -0.06456682831048965, 0.014776675030589104, -0.34413963556289673, -0.03705592826008797, -0.01046686340123415, -0.04057229310274124, 0.004046349786221981, -0.06488721817731857, -0.004960224498063326, 0.01999015174806118, -0.06629811972379684, 0.02060626447200775, 0.09005402028560638, -0.013764623552560806, 0.015111026354134083, -0.09445813298225403, -0.005138834938406944, 0.011091544292867184, -0.04684315621852875, -0.07485976070165634, -0.023974385112524033, 0.0390017069876194, -0.010270480997860432, 0.019015101715922356, -0.030948761850595474, -0.06311288475990295, 0.032139867544174194, -0.017209401354193687, 0.08120858669281006, -0.021190499886870384, 0.13075490295886993, -0.017046352848410606, 0.06961144506931305, 0.03214807063341141, 0.010851276107132435, -0.06300032883882523, -0.015824710950255394, -0.044192101806402206, -0.021668147295713425, -0.023605937138199806, 0.055522289127111435, -0.01117902435362339, -0.01700594276189804, 0.030549639835953712, -0.02877786196768284, -0.028778905048966408, 0.005675956606864929, 0.022917984053492546, -0.0015249103307724, -0.011941974982619286, 0.009425463154911995, 0.08432438969612122, 0.0008784030214883387, -0.012705584987998009, 0.021416375413537025, 0.021314918994903564, 0.002112927846610546, -0.007835229858756065, -0.0528109185397625, -0.026384884491562843, -0.017547063529491425, -0.00044391752453520894, 0.04573238641023636, 0.047998398542404175, 0.0463433712720871, -0.026507355272769928, 0.004041493870317936, 0.021846164017915726, -0.010139580816030502, -0.011372463777661324, 0.050468165427446365, -0.020170850679278374, -0.026588011533021927, 0.09141986817121506, -0.033271707594394684, 0.01848539337515831, 0.03573131933808327, 0.048651162534952164, -0.01179230771958828, 0.05297493934631348, 0.009785483591258526, -0.018380211666226387, 0.010933813638985157, -0.015778107568621635, 0.035561833530664444, -0.014052669517695904, 0.009912339970469475, 0.01482367143034935, -0.02997364103794098, 0.022161319851875305, 0.030674299225211143, -0.03694387897849083, -0.03210067376494408, -0.007932407781481743, 0.004286314360797405, -0.04589560255408287, 0.05898253247141838, -0.027818037196993828, -0.23212642967700958, 0.0019438466988503933, 0.10236141830682755, 0.023231055587530136, -0.014504575170576572, 0.018780000507831573, 0.056207697838544846, -0.09714268893003464, -0.023176804184913635, 0.015196461230516434, 0.032063551247119904, 0.04250447824597359, 0.02021699957549572, -0.001712307333946228, 0.019685734063386917, -0.01990802399814129, 0.036499276757240295, 0.01023242436349392, 0.004739139694720507, 0.005447756964713335, 0.06264165043830872, 0.005884572397917509, 0.17384107410907745, -0.010897429659962654, 0.031438618898391724, -0.009291351772844791, 0.006798043847084045, 0.022846190258860588, 0.09125053882598877, 0.015358691103756428, 0.04874368757009506, 0.006836146116256714, 0.0846087858080864, 0.001268683816306293, 0.03372764587402344, -0.10402841120958328, 0.010516171343624592, 0.05651850998401642, 0.019682103767991066, -0.025900205597281456, -0.04425843432545662, 0.00430665910243988, -0.03881334885954857, 0.0026893510948866606, 0.07078251242637634, -0.005120266228914261, 0.001557396724820137, -0.031443770974874496, -0.03432227298617363, 0.005343401338905096, -0.05864324793219566, 0.025503480806946754, 0.026232287287712097, -0.02530558593571186, 0.0004082636150997132, 0.010512290522456169, 0.009983495809137821, -0.026676468551158905, -0.015523173846304417, 0.053216174244880676, 0.010935978963971138, 0.002165928017348051, 0.08687443286180496, 0.03731437399983406, 0.05569661036133766 ]
[ -0.011756732128560543, -0.00010163871047552675, 0.0045659807510674, 0.021670209243893623, 0.024479826912283897, -0.01750045455992222, 0.010742004960775375, 0.0530681386590004, -0.00809063483029604, -0.017264319583773613, -0.028966236859560013, -0.02109360881149769, 0.00833153072744608, -0.017551833763718605, 0.052121613174676895, 0.019352450966835022, 0.0021143341436982155, -0.04462328925728798, 0.020972702652215958, -0.025392737239599228, -0.005539639387279749, 0.043275583535432816, 0.012692244723439217, -0.010828502476215363, 0.0012772810878232121, -0.03445466607809067, -0.037506625056266785, 0.039743758738040924, 0.033815108239650726, -0.12134819477796555, -0.039235781878232956, -0.018912767991423607, -0.0025262869894504547, 0.037565138190984726, 0.016233766451478004, -0.02100531943142414, 0.00016723234148230404, -0.002661691512912512, -0.03659701719880104, 0.02397470921278, -0.03803398460149765, -0.021465519443154335, -0.011701845563948154, -0.006872148718684912, -0.0013591040624305606, 0.011582236737012863, 0.023960435763001442, 0.01636340841650963, -0.01756533980369568, 0.0430104024708271, -0.008969726040959358, 0.01533607766032219, -0.017348026856780052, 0.004581521265208721, 0.060695137828588486, 0.008091847412288189, -0.016151532530784607, -0.007168337237089872, -0.0010749718639999628, -0.028147906064987183, -0.010736808180809021, 0.011325512081384659, -0.0210757777094841, -0.018303722143173218, 0.009960239753127098, -0.031769074499607086, -0.04634992033243179, 0.00795811228454113, -0.00439803022891283, -0.0013709876220673323, -0.006156269460916519, 0.022542862221598625, 0.0015397954266518354, -0.006551190745085478, 0.010864725336432457, -0.0028130633290857077, 0.018275192007422447, -0.022772008553147316, -0.0011596149997785687, -0.02424168400466442, -0.0192265585064888, -0.0072938003577291965, -0.009404946118593216, 0.0062406607903540134, -0.0034168476704508066, -0.016750028356909752, -0.011360862292349339, 0.019849592819809914, 0.014873316511511803, 0.01602778024971485, -0.027814671397209167, -0.0012158097233623266, 0.015548287890851498, 0.016478542238473892, -0.07264155894517899, -0.004696922842413187, 0.004202886484563351, -0.03181350976228714, -0.027034543454647064, 0.854810893535614, -0.03544599935412407, 0.040118258446455, 0.05210617929697037, 0.012802721932530403, -0.0002265937509946525, -0.025027189403772354, -0.01480508130043745, -0.020461611449718475, 0.040216490626335144, -0.062385883182287216, 0.05204664170742035, 0.024802349507808685, 0.021289648488163948, 0.0027346722781658173, 0.02541249245405197, 0.010270167142152786, 0.03157152608036995, -0.0008402086677961051, 0.016346968710422516, -0.0001731206284603104, 0.026349876075983047, -0.0040911100804805756, 0.0048093777149915695, 0.033940963447093964, 0.029327694326639175, -0.17710676789283752, 0.02172989211976528, -8.015657774690777e-33, 0.03022153675556183, -0.016736088320612907, -0.00499931164085865, -0.00040770124178379774, 0.018797632306814194, -0.006796973757445812, 0.03568295016884804, 0.03075649030506611, -0.03876117244362831, -0.021849991753697395, -0.0018838460091501474, -0.028899358585476875, 0.018879234790802002, -0.020830810070037842, 0.03801726922392845, -0.013681062497198582, -0.00373919028788805, 0.04227031394839287, 0.009594650939106941, 0.007467418443411589, 0.04877424240112305, 0.046804871410131454, 0.011120983399450779, 0.013726118952035904, -0.0021546429488807917, 0.01707620359957218, 0.011632781475782394, -0.001056011184118688, 0.01094699464738369, -0.03915846720337868, -0.023967022076249123, 0.04907407984137535, -0.035843100398778915, -0.039914559572935104, 0.05932453274726868, -0.046192679554224014, 0.0012486971681937575, 0.004169434309005737, -0.009398818016052246, -0.06787321716547012, -0.021522914990782738, 0.0232140701264143, -0.017984304577112198, -0.025596365332603455, -0.021145517006516457, -0.03424797207117081, -0.0011952546192333102, 0.007110008504241705, 0.022629015147686005, 0.010455537587404251, 0.010088648647069931, 0.020233679562807083, -0.0016294782981276512, -0.0035261751618236303, -0.011782888323068619, 0.0004291403747629374, -0.03043965995311737, -0.017948275431990623, 0.028104914352297783, 0.0015540923923254013, 0.002563249319791794, -0.02280627191066742, -0.011355428025126457, 0.016703356057405472, -0.017498089000582695, -0.014418933540582657, 0.003829122520983219, 0.01132887415587902, 0.02502669207751751, 0.00048459001118317246, -0.032715171575546265, -0.00461957324296236, -0.024713292717933655, -0.05214739218354225, 0.007863430306315422, -0.035570841282606125, -0.019697129726409912, -0.027286063879728317, -0.00817309133708477, 0.0366540253162384, 0.007500335108488798, -0.009038560092449188, -0.016222627833485603, -0.00563660915941, -0.0019102564547210932, -0.03848699852824211, 0.011059686541557312, -0.0001884696539491415, -0.017561469227075577, 0.02239515446126461, -0.0031251295004040003, 0.025184815749526024, -0.0008406765991821885, -0.044937875121831894, -0.0056948051787912846, 8.000783363049059e-33, -0.022842295467853546, -0.008792689070105553, -0.031614046543836594, 0.0030692555010318756, -0.008631322532892227, -0.04002026095986366, 0.03141598403453827, -0.010356612503528595, -0.022318806499242783, 0.03505793213844299, -0.023962298408150673, 0.008698818273842335, -0.03235260024666786, 0.006611840333789587, 0.029578184708952904, -0.029372934252023697, -0.009287660010159016, 0.004275891929864883, 0.024963321164250374, 0.0143220704048872, 0.008694913238286972, 0.00046346409362740815, 0.030154379084706306, 0.010405821725726128, 0.0032044770196080208, 0.06439721584320068, -0.026549194008111954, -0.014881563372910023, -0.0007549759466201067, -0.013710021041333675, 0.012972666881978512, 0.00021377135999500751, 0.03798063471913338, -0.04068741947412491, -0.0109888706356287, 0.014229410327970982, 0.030042819678783417, -0.04822051525115967, 0.01843131333589554, -0.01245394442230463, 0.06485069543123245, -0.01050445158034563, 0.013851616531610489, -0.0039046474266797304, -0.02791697345674038, 0.014222129248082638, -0.006676211953163147, 0.006635816302150488, -0.013807957991957664, 0.0172736756503582, 0.011346036568284035, -0.010320418514311314, -0.018451817333698273, 0.01380336657166481, 0.021085597574710846, -0.019428838044404984, 0.00036464640288613737, -0.0069518242962658405, -0.0309104323387146, 0.0005469588795676827, -0.004084193147718906, 0.017239326611161232, -0.027789371088147163, -0.009638872928917408, 0.013141402043402195, -0.00257324380800128, -0.03403531387448311, -0.010175561532378197, -0.030394895002245903, 0.014340033754706383, -0.04127327725291252, 0.01107095554471016, 0.025714389979839325, 0.023462597280740738, -0.03435421362519264, -0.014544231817126274, 0.024242978543043137, 0.005155710969120264, -0.003119064262136817, 0.010357636958360672, -0.009630945511162281, -0.03126257658004761, 0.04830576106905937, 0.012100474908947945, -0.033500682562589645, -0.008246810175478458, -0.008242093026638031, 0.0028671997133642435, 0.0239817276597023, 0.009684814140200615, -0.018146466463804245, -0.021755384281277657, 0.019759519025683403, 0.027619855478405952, 0.003531378461048007, -1.366867419250184e-8, -0.09003815054893494, 0.014732934534549713, -0.027901889756321907, 0.0280669704079628, 0.011354172602295876, -0.0020518177188932896, -0.01828061044216156, 0.0053137969225645065, 0.017733443528413773, -0.009942708536982536, 0.0037967290263623, 0.006893174722790718, 0.016323000192642212, -0.002010687254369259, 0.03918636962771416, -0.039217449724674225, -0.005363467615097761, -0.0524679459631443, 0.01637118123471737, 0.005778484512120485, 0.004720229189842939, 0.029863784089684486, -0.022064119577407837, -0.0027739948127418756, -0.002820375142619014, 0.021663617342710495, -0.008052181452512741, -0.07424990832805634, 0.024852478876709938, 0.022856198251247406, 0.005379744339734316, -0.02014017477631569, -0.010371880605816841, 0.03757857903838158, -0.0061032455414533615, -0.04352255538105965, 0.01668064296245575, 0.018945999443531036, 0.012389237992465496, -0.010402518324553967, 0.015759171918034554, 0.00789570715278387, -0.0026431987062096596, -0.030190877616405487, -0.023667681962251663, -0.014279678463935852, -0.0061440235003829, 0.016291961073875427, 0.02309177629649639, -0.015593335032463074, 0.009432713501155376, -0.01142741646617651, 0.01922275871038437, 0.036669496446847916, 0.03445438668131828, 0.01629575528204441, 0.009309724904596806, -0.046948693692684174, 0.004884637426584959, 0.014392930082976818, 0.0340498685836792, 0.018203681334853172, -0.020214034244418144, 0.008938178420066833 ]
f-stuff-i-get-confused-about
https://markhneedham.com/blog/2009/05/02/f-stuff-i-get-confused-about
false
2009-05-02 01:56:09
F#: Entry point of an application
[ "f" ]
[ "fsharp" ]
In an attempt to see whether or not the http://www.markhneedham.com/blog/2009/05/02/f-erlang-style-messaging-passing/[mailboxes I've been working on for my twitter application] were actually processing messages on different threads I ran into the problem of defining the entry point of an F# application. I thought it would be as simple as defining a function called 'main' but I put this function into my code ran the executable and nothing happened! Googling the problem a bit led me to believe that it is possible to do but that the function needs to be the last thing that happens in the compilation sequence of the project. i.e. it needs to be on the last line of the last file that gets compiled. That just seemed wrong to me and a http://stackoverflow.com/questions/663894?sort=newest[Stack Overflow thread] suggested that it should be possible to get around this problem http://lorgonblog.spaces.live.com/blog/cns!701679AD17B6D310!412.entry[by using the EntryPointAttribute on the main function]. I tried this leading to the following code: [source,ocaml] ---- [<EntryPoint>] let main args = printfn "in main function" 0 ---- It seems like if you have the EntryPointAttribute on a function that function needs to be of type 'string array \-> int' hence the returning of 0 by this function. This still didn't solve my problem though and when I tried to build the project it was now failing to compile but no errors were showing up on the Visual Studio error list. This gave me the chance to try out an F# build tool I came across a couple of weeks ago called http://code.google.com/p/fake/[Fake]. I setup a build file just to compile the code based on http://www.navision-blog.de/2009/04/01/getting-started-with-fake-a-f-sharp-make-tool/[Steffen Forkman's blog post] and then tried to compile the project, leading to the following error: [source,text] ---- error FS0191: A function labelled with the 'EntryPointAttribute' atribute must be the last declaration in the last file in the compilation sequence. ---- Which suggests that it doesn't actually matter whether or not you have the attribute or not, the main method still needs to be the last step of compilation. I wanted to get something working so I've just rearranged my fsproj file so that the file with the main function in is the last one listed but it seems a ridiculous fix and I'm sure there must be a better way to do this. Any ideas?
null
null
[ -0.0015303328400477767, -0.0005359828355722129, 0.0010815165005624294, -0.007737334817647934, 0.061302825808525085, 0.029436297714710236, 0.0428125225007534, 0.024190783500671387, 0.014453105628490448, -0.004727485124021769, -0.025849701836705208, -0.006872982252389193, -0.08217962831258774, 0.01229866873472929, 0.0024009558837860823, 0.04957349970936775, 0.08367015421390533, -0.007808402646332979, 0.06619714945554733, 0.006534554064273834, 0.02004639431834221, 0.07508213818073273, -0.004861058667302132, 0.030747048556804657, 0.019457736983895302, 0.008344464935362339, -0.01134489942342043, 0.0007660257397219539, -0.05462829768657684, 0.010491865687072277, 0.01328685600310564, 0.03001926839351654, 0.019766325131058693, -0.056253109127283096, 0.0010794542031362653, 0.002133013680577278, 0.018668150529265404, 0.01846883073449135, 0.015191738493740559, 0.05117167532444, -0.07183118909597397, 0.028013210743665695, -0.020217519253492355, -0.018184470012784004, -0.06278137862682343, 0.03946150466799736, -0.031645145267248154, 0.0060037667863070965, -0.01580948941409588, -0.022901510819792747, -0.07826296985149384, 0.011251663789153099, 0.00549760228022933, -0.04641567915678024, 0.007666490506380796, 0.03786278888583183, 0.014184749685227871, -0.07501335442066193, 0.012780485674738884, -0.042405299842357635, 0.0014890411403030157, 0.017233209684491158, 0.02089366503059864, 0.05561648681759834, 0.02988366037607193, -0.003956140484660864, -0.01094126421958208, 0.03680671006441116, -0.07319209724664688, -0.01594926416873932, 0.006465709302574396, 0.014538143761456013, -0.04068993777036667, -0.02090919017791748, 0.028399763628840446, -0.0371750108897686, -0.0023737880401313305, 0.07143018394708633, 0.01767343282699585, 0.030938541516661644, -0.011050097644329071, 0.017290059477090836, 0.033014073967933655, 0.03192201629281044, 0.016620665788650513, 0.000600677274633199, -0.014232390560209751, 0.004770793952047825, -0.03088783472776413, 0.04674601927399635, -0.008292158134281635, -0.0773283839225769, 0.0014765302184969187, 0.01988178864121437, 0.024532094597816467, 0.01849009469151497, 0.013459733687341213, -0.010008808225393295, -0.017249634489417076, -0.017467781901359558, -0.03149932995438576, -0.007155663333833218, 0.005817955359816551, 0.0357980914413929, -0.0555255301296711, -0.028716905042529106, -0.01480388455092907, -0.019024932757019997, 0.027757711708545685, 0.004387931432574987, -0.028956355527043343, 0.017040718346834183, -0.03648223727941513, -0.012167617678642273, -0.08370750397443771, 0.04917183890938759, -0.013992328196763992, -0.026304390281438828, -0.023917369544506073, 0.01826285757124424, 0.053676050156354904, 0.03327921777963638, -0.027463382109999657, 0.07247030735015869, 0.01993796043097973, 0.050742510706186295, -0.025304393842816353, 0.0804142951965332, -0.02463858760893345, -0.03973069041967392, -0.04945427551865578, 0.07387726753950119, -0.032934900373220444, 0.006809919606894255, -0.01260891743004322, -0.025090014562010765, -0.024855202063918114, -0.011672023683786392, 0.039976995438337326, 0.0385274812579155, 0.0070108273066580296, -0.03464939072728157, -0.005913045722991228, -0.030405744910240173, 0.004153879825025797, -0.0006703673279844224, -0.001024058903567493, -0.01233039703220129, -0.03405199199914932, 0.024444397538900375, 0.00045033692731522024, 0.048789821565151215, 0.06444995850324631, -0.02588692680001259, 0.03258165717124939, 0.07421083003282547, 0.030086221173405647, -0.005784180480986834, -0.015355929732322693, 0.037815604358911514, 0.05451884865760803, 0.05063173174858093, -0.008211604319512844, 0.06855903565883636, 0.018762029707431793, -0.019539713859558105, 0.02364460565149784, 0.0047285412438213825, -0.014791754074394703, -0.005448116455227137, -0.03853541985154152, -0.021012337878346443, 0.07458584755659103, -0.014706026762723923, -0.006087648216634989, 0.021775541827082634, 0.07967916131019592, -0.004785615485161543, 0.04023930802941322, 0.0169176384806633, -0.07677672058343887, 0.026197845116257668, 0.006272786296904087, 0.009768822230398655, 0.0010597663931548595, 0.0012672008015215397, 0.055503446608781815, 0.019147925078868866, 0.0001311621454078704, 0.017267774790525436, -0.03812980279326439, -0.09810563176870346, -0.023326974362134933, -0.014858472160995007, 0.07356042414903641, -0.024743305519223213, -0.02609224244952202, 0.07448753714561462, 0.028827134519815445, 0.04933604598045349, 0.033613529056310654, -0.02171570248901844, 0.019136058166623116, -0.02556123211979866, -0.04984239861369133, 0.06371372193098068, 0.01707521826028824, -0.002462178934365511, -0.04859938099980354, 0.02375798113644123, -0.008329471573233604, 0.0017135384259745479, 0.03232773765921593, -0.005185674875974655, 0.061681948602199554, 0.03715778514742851, 0.022407880052924156, -0.061706870794296265, 0.01847264915704727, -0.05574553832411766, 0.0385005883872509, -0.007453638594597578, -0.0004751576343551278, -0.013866064138710499, -0.013041660189628601, 0.1318463385105133, 0.07570310682058334, -0.030371347442269325, -0.041761934757232666, -0.0008639456355012953, 0.022347284480929375, -0.046243779361248016, 0.029295464977622032, 0.02837335504591465, -0.029276635497808456, 0.010404293425381184, -0.005605859216302633, 0.03415226191282272, 0.01810585893690586, -0.051709916442632675, 0.030413981527090073, 0.08349338173866272, -0.033391550183296204, 0.05059034004807472, -0.030219977721571922, -0.057693179696798325, 0.02953169122338295, -0.00928814522922039, -0.062429279088974, 0.014117823913693428, 0.02977423183619976, -0.016315322369337082, 0.0692182183265686, -0.024708660319447517, -0.07611189782619476, -0.02758396789431572, -0.03475141525268555, 0.02546006254851818, 0.04253000766038895, 0.05454358085989952, 0.021071782335639, 0.037099115550518036, -0.03988040238618851, -0.005897207651287317, -0.0018950589001178741, -0.0535532608628273, -0.031769055873155594, 0.0059062400832772255, 0.026850854977965355, 0.05536118894815445, 0.004532006569206715, -0.005255098454654217, -0.00843136478215456, 0.00544967083260417, -0.009866336360573769, -0.00881975144147873, 0.015254028141498566, -0.021714601665735245, -0.05759535729885101, -0.027021147310733795, -0.05487548187375069, 0.051868949085474014, -0.05019703134894371, -0.030413446947932243, -0.020054560154676437, -0.02921602502465248, 0.030561864376068115, -0.08379248529672623, -0.01933082938194275, 0.010536118410527706, 0.008789216168224812, 0.027482658624649048, -0.022308051586151123, 0.0003530771064106375, 0.07898898422718048, 0.010692707262933254, 0.013553319498896599, -0.00044336231076158583, -0.03569737821817398, 0.0169038288295269, 0.022451110184192657, 0.03269672766327858, 0.03445360064506531, -0.0002790837606880814, -0.006044559180736542, -0.020409682765603065, -0.010515140369534492, -0.008006569929420948, -0.2723180055618286, 0.03880331292748451, -0.023207126185297966, -0.01702881045639515, 0.02620995044708252, -0.02919941022992134, -0.004435752052813768, -0.041652802377939224, -0.009441646747291088, 0.012147068046033382, -0.04366404563188553, -0.03193655237555504, -0.026353109627962112, 0.040185146033763885, 0.0036431660410016775, 0.0012410591589286923, -0.005298239644616842, -0.03594433143734932, 0.02390212193131447, 0.04595116898417473, -0.023419788107275963, -0.03343962877988815, 0.017764991149306297, 0.04584544152021408, 0.03269575536251068, 0.03814263269305229, -0.09283321350812912, 0.0566864013671875, -0.02374970354139805, 0.01206604391336441, -0.029948709532618523, -0.010866026394069195, -0.028873324394226074, -0.024258380755782127, -0.015796750783920288, -0.019789455458521843, 0.003262151265516877, -0.004036922473460436, 0.027943313121795654, -0.00654378579929471, -0.025361960753798485, -0.05752874165773392, -0.01091914251446724, 0.0005355265457183123, 0.07226889580488205, -0.014171864837408066, -0.06277255713939667, -0.0021753639448434114, -0.045124609023332596, 0.07444918900728226, -0.03684590756893158, -0.04621667042374611, -0.009376057423651218, 0.07335759699344635, 0.015942765399813652, -0.022925088182091713, -0.016820505261421204, -0.03168055787682533, -0.03440484404563904, -0.0055458685383200645, -0.013311946764588356, -0.028351353481411934, -0.03899213299155235, -0.03431761637330055, -0.015145566314458847, -0.06698460876941681, -0.04946061223745346, -0.004112092312425375, 0.04982095584273338, -0.006956771016120911, -0.007791570853441954, -0.021758373826742172, -0.016281211748719215, -0.11237160861492157, -0.0009138281457126141, -0.06198590621352196, -0.049839895218610764, 0.003958988934755325, 0.022496797144412994, 0.035134825855493546, -0.029545018449425697, -0.038655731827020645, 0.041704267263412476, 0.010758042335510254, 0.02779274620115757, -0.0032620131969451904, 0.009372820146381855, -0.002171645639464259, -0.02834072895348072, 0.0014672756660729647, 0.05871542915701866, -0.021470967680215836, -0.007237476762384176, -0.03868908807635307, 0.011340836063027382, 0.022926444187760353, 0.039824653416872025, -0.0003836812684312463, 0.02504555881023407, 0.03957286477088928, 0.03983223810791969, -0.053061436861753464, 0.00975728314369917, -0.03743940219283104, -0.005112610291689634, 0.005668104626238346, -0.045361682772636414, 0.021435750648379326, 0.05301722139120102, 0.009235227480530739, -0.025936082005500793, -0.050972092896699905, 0.015668543055653572, -0.04228877276182175, -0.05106950178742409, 0.013856429606676102, 0.01407135184854269, 0.014469091780483723, 0.03837637975811958, -0.013334629125893116, -0.05680202692747116, 0.010201225988566875, 0.009292751550674438, -0.00018159570754505694, -0.05590228736400604, -0.022946376353502274, -0.019079817458987236, -0.04323114827275276, 0.008588964119553566, 0.04780321195721626, -0.02023865282535553, 0.03783613443374634, 0.0061822859570384026, -0.04358801245689392, 0.032638609409332275, -0.003732125973328948, 0.008874423801898956, -0.05344071611762047, -0.0095719825476408, -0.04390935227274895, 0.02151954546570778, -0.016290202736854553, 0.020988430827856064, 0.03505006060004234, 0.05240190401673317, 0.015706907957792282, 0.010766977444291115, -0.004858129192143679, 0.0012665148824453354, 0.010325230658054352, 0.009016264230012894, -0.05110784247517586, 0.06960219144821167, -0.01741509884595871, -0.005336474627256393, -0.008800296112895012, 0.04017464816570282, -0.02612965926527977, -0.059039197862148285, -0.032024577260017395, 0.0510774627327919, -0.0203220434486866, 0.004939350299537182, -0.01519384142011404, -0.03011407144367695, 0.0535150021314621, -0.014417500235140324, 0.05503295361995697, -0.003937944769859314, -0.016859393566846848, -0.010999632999300957, 0.016116561368107796, -0.038136377930641174, 0.021553359925746918, -0.0009659629431553185, 0.005254390649497509, 0.00023674585099797696, 0.01989922486245632, 0.032521311193704605, -0.007810479030013084, -0.020156074315309525, -0.03744896128773689, 0.023899734020233154, 0.02923804521560669, 0.04691179841756821, 0.005151447840034962, -0.0007633928908035159, -0.0024740167427808046, -0.03676658496260643, 0.013779052533209324, -0.05084709823131561, 0.0003533528943080455, -0.013695540837943554, 0.04606150835752487, -0.005979723762720823, -0.07080749422311783, -0.015691887587308884, 0.050471533089876175, 0.012664365582168102, -0.037705227732658386, -0.008605427108705044, -0.008055707439780235, -0.01838267780840397, 0.015841344371438026, 0.0850602239370346, -0.03650814667344093, 0.015237303450703621, -0.003823189064860344, 0.043188534677028656, 0.04955434426665306, 0.016829438507556915, -0.036129120737314224, -0.03528842702507973, -0.01234823651611805, 0.003388947807252407, -0.012940267100930214, -0.028033284470438957, -0.013221519067883492, -0.011732346378266811, 0.009915215894579887, -0.05068377032876015, 0.00688193179666996, 0.010618427768349648, -0.023371484130620956, -0.032854992896318436, 0.01126418262720108, -0.04632757976651192, -0.004221668932586908, 0.043934207409620285, -0.032789360731840134, 0.007753355428576469, -0.027906032279133797, 0.05288296565413475, 0.01040230318903923, 0.007156023755669594, -0.008518760092556477, -0.06617288291454315, 0.01182264368981123, -0.023467522114515305, 0.07277385145425797, -0.01418106909841299, -0.03041704185307026, -0.004163916222751141, -0.0006082519539631903, -0.03016151487827301, 0.011502633802592754, -0.00675667030736804, -0.015306576155126095, 0.012109866365790367, 0.04189351573586464, -0.019898511469364166, 0.05094250664114952, -0.025105752050876617, 0.007219954393804073, 0.0032171737402677536, -0.0559377521276474, -0.03157190605998039, 0.01657254993915558, -0.04394574835896492, 0.031295858323574066, 0.029522109776735306, -0.018476812168955803, -0.07232517749071121, 0.0534965954720974, 0.05541691929101944, 0.046505652368068695, 0.03370465710759163, -0.022215094417333603, 0.031913552433252335, -0.026220547035336494, -0.013875296339392662, -0.10368721187114716, 0.018042005598545074, 0.060803089290857315, 0.005901907104998827, -0.011416325345635414, -0.022916393354535103, -0.0006546255317516625, 0.013932844623923302, -0.03480365499854088, -0.036174874752759933, 0.023470385000109673, 0.017334910109639168, -0.00037175611942075193, 0.01775415427982807, -0.03220902383327484, 0.02793663553893566, 0.026374733075499535, -0.03196262940764427, -0.038730792701244354, -0.012527034617960453, 0.026126187294721603, -0.006300655193626881, 0.017701925709843636, -0.00898091122508049, -0.0113998893648386, 0.046964533627033234, 0.027680207043886185, -0.01536518894135952, 0.0654885470867157, -0.015698330476880074, 0.01379178836941719, 0.06442777067422867, -0.014033222571015358, -0.01221069972962141, 0.00726743321865797, -0.045930974185466766, -0.07983669638633728, 0.03347103297710419, 0.019781704992055893, -0.018637819215655327, -0.05608808994293213, 0.06573043018579483, 0.010171674191951752, -0.027480844408273697, -0.0176096074283123, 0.000557785271666944, -0.051471445709466934, 0.011277721263468266, -0.03424360975623131, 0.01533212698996067, -0.053010571748018265, 0.06526817381381989, 0.025306660681962967, -0.011349682696163654, 0.051227133721113205, -0.014792941510677338, -0.013345345854759216, -0.014846721664071083, 0.06613044440746307, 0.06121138855814934, 0.028592342510819435, -0.0033861196134239435, 0.04655319079756737, -0.045714836567640305, -0.0499245822429657, 0.011524834670126438, -0.04683303460478783, -0.001271739136427641, -0.017148228362202644, 0.02830665372312069, 0.09652702510356903, -0.008843393996357918, 0.0711648017168045, -0.053379226475954056, 0.024852868169546127, -0.0016589934239163995, 0.03868101164698601, 0.01064224448055029, 0.07466252893209457, 0.0008969819755293429, 0.028890462592244148, 0.003979449160397053, -0.029385006055235863, 0.01127566397190094, -0.02921620011329651, -0.0071937041357159615, 0.01483853068202734, 0.02093270979821682, 0.019269736483693123, 0.013081297278404236, 0.009388432838022709, 0.05096953362226486, -0.027467742562294006, -0.018156688660383224, 0.00683597382158041, 0.02664347179234028, 0.01585216261446476, 0.003248934168368578, -0.030117036774754524, 0.002581235021352768, -0.0012473704991862178, 0.0014332826249301434, -0.01724645122885704, -0.034051306545734406, -0.03254213556647301, 0.04157277196645737, -0.050004009157419205, -0.010166372172534466, -0.018675383180379868, -0.025438381358981133, -0.02770829200744629, -0.024952277541160583, -0.0319543220102787, -0.06443490087985992, -0.07944680750370026, -0.012227309867739677, -0.01183262374252081, -0.009881402365863323, -0.0293241199105978, -0.04847005382180214, -0.010712822899222374, -0.010216353461146355, 0.04015336185693741, -0.022059988230466843, -0.037766873836517334, 0.03662237524986267, -0.004830067045986652, 0.023681778460741043, 0.034033454954624176, 0.01849052682518959, -0.012944997288286686, -0.02141207829117775, -0.033175233751535416, -0.012922761961817741, 0.025609182193875313, 0.0010814581764861941, 0.003861734876409173, -0.07830880582332611, 0.03545740991830826, 0.021948954090476036, 0.02446962706744671, -0.07527252286672592, 0.000051884522690670565, 0.014188744127750397, -0.0053082662634551525, 0.045479368418455124, -0.022730063647031784, 0.0058608283288776875, -0.03520341217517853, -0.007333414163440466, -0.003252193797379732, -0.005503891501575708, 0.024205219000577927, -0.0222763754427433, 0.06628131866455078, 0.01233670860528946, -0.0032525102142244577, -0.00974931102246046, -0.018466489389538765, -0.023222824558615685, -0.009662803262472153, -0.02238674834370613, -0.03779623657464981, -0.03423013165593147, -0.03907427936792374, 0.013006276451051235, 0.036561284214258194, -0.017855260521173477, -0.021962475031614304, 0.03310325741767883, 0.04240040108561516, -0.06969338655471802, 0.05923723429441452, -0.01895795576274395, 0.03655458986759186, -0.010281981900334358, -0.02634272165596485, -0.012395205907523632, -0.004342123866081238, 0.05793584883213043, -0.013739725574851036, 0.023550571873784065, -0.0408664345741272, -0.01945706456899643, -0.004451343789696693, 0.011102866381406784, 0.011066412553191185, -0.02831939235329628, 0.05074252933263779 ]
[ -0.08621539175510406, 0.004740593489259481, -0.052421871572732925, -0.028998002409934998, 0.044636912643909454, -0.04612207040190697, -0.01749431900680065, 0.04393589869141579, -0.0028871470130980015, -0.0362352654337883, 0.01797644980251789, -0.03213135898113251, -0.008026828058063984, -0.01062373723834753, 0.06664066761732101, 0.025651520118117332, -0.02193543314933777, -0.05522439628839493, 0.01006869412958622, 0.01991282030940056, 0.008713924326002598, -0.0053353323601186275, -0.018173635005950928, -0.03413330018520355, 0.04321042448282242, 0.044653698801994324, 0.018057839944958687, -0.03981046751141548, -0.00867475476115942, -0.18654465675354004, -0.00018970412202179432, 0.015883466228842735, 0.03449443727731705, -0.02065795660018921, 0.019703423604369164, 0.03671905770897865, 0.0043021743185818195, -0.005965495947748423, 0.003041589865460992, 0.05369644612073898, 0.010534360073506832, 0.017597513273358345, -0.025568893179297447, -0.024712977930903435, 0.04365517944097519, -0.024796994403004646, -0.04925519973039627, 0.0025624169502407312, -0.03725908324122429, 0.005593946203589439, -0.0395890474319458, 0.016088901087641716, -0.025294579565525055, -0.017486082389950752, -0.04171644523739815, 0.06417801976203918, 0.05002572387456894, 0.08314880728721619, -0.007828940637409687, 0.02916259504854679, 0.025347210466861725, -0.02823597937822342, -0.12449368089437485, 0.08074747771024704, 0.013576777651906013, 0.04528273269534111, 0.006491978187114, -0.045036688446998596, -0.0026582665741443634, 0.07545366883277893, -0.03113153576850891, -0.014185109175741673, -0.04178865626454353, 0.055897459387779236, 0.013162210583686829, -0.03169558197259903, 0.0000704769990989007, 0.0496719554066658, 0.03957214578986168, -0.01206166297197342, -0.03969620540738106, -0.015200250782072544, 0.0014795837923884392, 0.015054483897984028, -0.0492795929312706, 0.026985784992575645, 0.0001756841957103461, 0.07647588104009628, 0.032996129244565964, 0.044444307684898376, 0.023251501843333244, -0.055681485682725906, 0.05863155797123909, 0.018404779955744743, -0.06002376973628998, -0.01737399958074093, 0.0021805923897773027, -0.014497575350105762, -0.06313193589448929, 0.4124140739440918, -0.059535980224609375, -0.021244501695036888, 0.05881091579794884, 0.03726191073656082, -0.01817977800965309, 0.006505483295768499, 0.005620519630610943, -0.028309714049100876, -0.014779987744987011, -0.037581782788038254, -0.05009632930159569, -0.004817039240151644, 0.05635901167988777, -0.07950539886951447, 0.018709763884544373, 0.004517736379057169, 0.01635647751390934, 0.0035993866622447968, -0.05479633808135986, 0.04114316776394844, 0.022317633032798767, -0.0014207243220880628, 0.013849583454430103, 0.015312452800571918, -0.01746266707777977, -0.014326724223792553, 0.00544383842498064, 0.056254804134368896, 0.07142278552055359, 0.0006290379678830504, 0.009677394293248653, -0.016277283430099487, -0.08384250849485397, -0.004140440374612808, -0.0027131722308695316, 0.044113095849752426, -0.00819662120193243, 0.0018682219088077545, -0.0005719990585930645, 0.02984865941107273, -0.00587235065177083, 0.004547629039734602, 0.03184964135289192, 0.0024070225190371275, -0.06732084602117538, 0.10373268276453018, -0.01181701198220253, -0.009033029899001122, -0.03158566355705261, -0.030456537380814552, 0.020067378878593445, 0.04884478077292442, -0.03296564891934395, -0.0329405814409256, 0.04186173155903816, 0.011844955384731293, 0.020849812775850296, -0.01688305288553238, -0.06141155585646629, -0.011836874298751354, -0.07664293795824051, -0.021351458504796028, -0.011795471422374249, 0.02477385103702545, 0.014551120810210705, -0.08717133104801178, -0.04187467321753502, 0.019049925729632378, 0.012913113459944725, -0.09951415657997131, 0.0022638426162302494, -0.0007051542052067816, -0.029260382056236267, -0.03440059348940849, 0.03433836251497269, -0.015543414279818535, 0.003592871595174074, -0.004208981059491634, 0.05264945328235626, 0.023291654884815216, 0.02562524378299713, 0.01094700489193201, -0.043705374002456665, -0.014804098755121231, -0.0371001660823822, -0.11465800553560257, -0.031507380306720734, -0.013953357003629208, 0.013673446141183376, -0.006465285085141659, -0.054313093423843384, 0.0037668345030397177, -0.0359937809407711, 0.04771275818347931, -0.05382482334971428, -0.02475968934595585, 0.015322606079280376, 0.001449334667995572, 0.019519392400979996, -0.032454729080200195, 0.04422527179121971, 0.05932072550058365, -0.02787207067012787, 0.03895178437232971, -0.0847923532128334, 0.03459350764751434, 0.051828742027282715, -0.03872905671596527, 0.05066229775547981, 0.024795928969979286, -0.051457833498716354, -0.019607683643698692, 0.0008437106152996421, -0.005911968648433685, 0.008558633737266064, -0.03349355608224869, 0.017371846362948418, 0.004380600061267614, -0.009517204016447067, 0.026209820061922073, -0.049176208674907684, -0.019182343035936356, -0.01991778239607811, -0.3551226556301117, -0.03494331240653992, 0.003926590085029602, -0.023081589490175247, -0.011668112128973007, -0.051734983921051025, -0.029756201431155205, -0.013342687860131264, -0.009361539036035538, 0.024027332663536072, 0.12339475005865097, 0.009419570676982403, -0.0035847569815814495, -0.0842130109667778, 0.02065369300544262, 0.016980456188321114, -0.04158759489655495, -0.06493032723665237, -0.005157731473445892, -0.005614241119474173, -0.03475688397884369, -0.006895896978676319, -0.030263850465416908, -0.03964691236615181, 0.012098939158022404, -0.006807329598814249, 0.06946797668933868, 0.024690045043826103, 0.11686449497938156, -0.052973996847867966, 0.0718255266547203, 0.017477694898843765, 0.024542950093746185, -0.08172071725130081, 0.009832913987338543, -0.033681582659482956, 0.019198914989829063, 0.02967050112783909, 0.06494857370853424, 0.01099367719143629, -0.027094529941678047, 0.010537905618548393, -0.02110273577272892, -0.04790762439370155, 0.014696662314236164, 0.0004477151087485254, -0.014187037944793701, -0.05662774294614792, -0.007732576224952936, 0.05697457119822502, 0.017860310152173042, -0.00037481560138985515, 0.04539191722869873, 0.05562152713537216, 0.00009674378816271201, -0.017857909202575684, -0.07497325539588928, -0.004525867290794849, -0.011620063334703445, -0.014026441611349583, 0.05932845175266266, 0.04497708007693291, 0.039734791964292526, -0.01793326810002327, 0.015663031488656998, 0.018178364261984825, -0.03153159096837044, -0.03235674649477005, 0.07564423233270645, -0.008928786031901836, 0.0021495597902685404, 0.1281527280807495, -0.015025144442915916, 0.013973608613014221, 0.04810953512787819, 0.023716602474451065, -0.006614010315388441, -0.014601149596273899, 0.03690749406814575, -0.008977034129202366, 0.018645886331796646, -0.018741203472018242, 0.04029645025730133, -0.051044587045907974, -0.03193214163184166, 0.027181800454854965, -0.03829147666692734, 0.007212100550532341, 0.02708442509174347, 0.001707565737888217, -0.0047692605294287205, 0.013069787994027138, 0.008648622781038284, -0.036944907158613205, 0.08480469882488251, -0.004779905546456575, -0.2494065910577774, -0.015519022941589355, 0.09979555010795593, 0.029198147356510162, -0.016593990847468376, -0.004806394223123789, 0.05658523365855217, -0.06382779777050018, -0.016838861629366875, 0.0023247869685292244, 0.014063797891139984, 0.03401053696870804, 0.035114239901304245, 0.006461442448198795, 0.04618511721491814, -0.017390085384249687, 0.00021236400061752647, 0.030027829110622406, -0.00032481070957146585, 0.003234849777072668, 0.020775169134140015, -0.020357269793748856, 0.16626061499118805, -0.01973697543144226, -0.018855024129152298, 0.018430903553962708, 0.021744927391409874, 0.02244773879647255, 0.09197812527418137, -0.0012354633072391152, 0.0426209419965744, -0.004602412227541208, 0.055584538727998734, -0.005383284296840429, 0.014109293930232525, -0.10964391380548477, 0.01244785450398922, 0.067060187458992, 0.0240962915122509, -0.018119683489203453, -0.04246672987937927, 0.010826442390680313, -0.035844068974256516, 0.021977277472615242, 0.03523590788245201, -0.03128610551357269, -0.014263543300330639, -0.02330617792904377, -0.05557333678007126, -0.015606850385665894, -0.06028282269835472, -0.01649988256394863, 0.017424006015062332, -0.025693070143461227, 0.0024596266448497772, 0.047025371342897415, 0.04209967330098152, -0.018656332045793533, -0.010738187469542027, 0.051848191767930984, 0.008965814486145973, 0.0065569705329835415, 0.12816347181797028, 0.03125026449561119, 0.04370085150003433 ]
[ 0.011672955006361008, 0.00559751084074378, 0.0065979259088635445, -0.005907953251153231, 0.018604634329676628, -0.01922571286559105, 0.013570974580943584, 0.046689439564943314, -0.018892377614974976, -0.0035800400655716658, -0.03240901604294777, -0.005615755915641785, 0.01765657588839531, -0.02152184769511223, 0.0201704204082489, -0.026145346462726593, 0.0016550131840631366, -0.011017356999218464, 0.034755535423755646, 0.0010855605360120535, -0.021473828703165054, 0.03575688228011131, 0.020023616030812263, 0.01898258365690708, -0.002777116373181343, -0.01975187286734581, -0.03747224435210228, 0.01817276142537594, 0.01804937608540058, -0.16276225447654724, 0.004990502260625362, -0.022510644048452377, 0.015261149033904076, 0.007501129526644945, -0.021685142070055008, 0.009098934009671211, 0.003306326223537326, -0.015830568969249725, 0.003627624362707138, 0.005261172074824572, -0.04578134045004845, -0.024299204349517822, -0.005201762076467276, -0.00949446577578783, 0.0220518559217453, -0.006003018468618393, -0.00269099953584373, -0.018474701792001724, -0.01702691987156868, 0.028995636850595474, -0.013954976573586464, 0.009980683214962482, -0.022482164204120636, 0.006984024774283171, 0.030852578580379486, 0.004670556169003248, -0.014963428489863873, 0.0010356741258874536, -0.00498236296698451, 0.01567826420068741, -0.008347305469214916, -0.0005225242348387837, -0.03428374603390694, -0.040805041790008545, -0.0034012440592050552, -0.006784213241189718, 0.0030872987117618322, -0.013023900799453259, -0.000991455395705998, -0.005102918017655611, -0.003024538978934288, 0.03414173051714897, -0.03758080303668976, 0.007320270407944918, 0.003790677059441805, 0.001227729837410152, -0.012892700731754303, 0.015437478199601173, -0.009787401184439659, 0.002754759509116411, -0.02508729323744774, 0.019932672381401062, 0.03159985691308975, -0.0032364402431994677, 0.009192376397550106, -0.007536702323704958, -0.014751426875591278, -0.0029039958026260138, 0.006019396707415581, 0.028624728322029114, -0.023393064737319946, 0.003134832251816988, -0.012515311129391193, 0.04024640470743179, -0.08604951947927475, -0.019049866124987602, -0.046967681497335434, -0.01935536414384842, -0.014486395753920078, 0.8554452657699585, -0.025179704651236534, 0.015909012407064438, 0.05575656145811081, -0.01339845359325409, 0.016431374475359917, -0.016580352559685707, -0.001051104860380292, -0.006927140988409519, -0.02080109529197216, -0.07957690209150314, 0.029670219868421555, -0.00841740146279335, 0.0408431701362133, -0.014954018406569958, 0.03768210858106613, 0.010860070586204529, 0.016133392229676247, -0.016919665038585663, 0.0019697234965860844, 0.03993996977806091, 0.04150472208857536, -0.005568249616771936, 0.0078806197270751, 0.06593313068151474, -0.005366068799048662, -0.18786796927452087, 0.007614297326654196, -7.566100245794363e-33, 0.022296622395515442, -0.004637620877474546, -0.011511577293276787, 0.018537983298301697, 0.015565331093966961, -0.014798072166740894, 0.040048278868198395, 0.024968191981315613, -0.03149281069636345, -0.04188689962029457, 0.01063021644949913, -0.021554647013545036, 0.0068145194090902805, 0.003387204371392727, 0.03884777054190636, -0.021840831264853477, 0.02186049148440361, 0.04661334678530693, -0.005516601260751486, 0.00004921865547657944, 0.05824112892150879, 0.02343536913394928, 0.017504937946796417, -0.01954798772931099, 0.036765698343515396, 0.06893017888069153, 0.017350802198052406, 0.020157357677817345, -0.003260577330365777, -0.040204863995313644, -0.01780618354678154, -0.010579105466604233, -0.010017304681241512, 0.0006592859281226993, 0.034933336079120636, -0.05638692528009415, -0.035305678844451904, 0.0062406654469668865, -0.030155284330248833, -0.006563037168234587, -0.015034749172627926, 0.027153518050909042, -0.0473800003528595, -0.014797636307775974, -0.010691464878618717, 0.01123717613518238, -0.03190664201974869, 0.044424887746572495, 0.04747597128152847, 0.01042601466178894, 0.03571479767560959, -0.008687932975590229, -0.004175032023340464, 0.012866154313087463, -0.011389557272195816, 0.0072861323133111, -0.017075154930353165, -0.0005393019528128207, 0.022635463625192642, 0.026851367205381393, 0.01256073173135519, -0.015106312930583954, -0.01635982096195221, 0.03207479789853096, -0.012568976730108261, -0.011506546288728714, 0.00894953217357397, 0.01680145598948002, 0.03993399441242218, -0.010542234405875206, -0.03718160092830658, -0.017509881407022476, -0.012757821939885616, -0.0021988688968122005, 0.013648584485054016, 0.0036904970183968544, -0.030810663476586342, -0.006516731344163418, 0.007206291891634464, 0.02438298799097538, 0.011718634516000748, 0.008869045414030552, -0.020785095170140266, -0.01682536117732525, -0.019906144589185715, -0.020363854244351387, 0.025089384987950325, -0.009089485742151737, -0.015694309026002884, 0.02931394800543785, 0.012687013484537601, -0.0063988459296524525, 0.000029342294510570355, -0.006151619832962751, -0.013237974606454372, 7.941206370613509e-33, -0.002096721436828375, -0.01033772062510252, -0.03277357667684555, 0.0052267760038375854, -0.0154724745079875, 0.010077366605401039, 0.03978009521961212, 0.008805733174085617, -0.02799384295940399, 0.06754470616579056, -0.012369822710752487, -0.009504592977464199, -0.002860558917745948, 0.016867540776729584, 0.019818054512143135, -0.0323968343436718, 0.03451249748468399, -0.01825781539082527, 0.026264257729053497, 0.025368010625243187, -0.01983821392059326, 0.006505731493234634, 0.0035555479116737843, 0.00450542289763689, 0.006053183227777481, 0.065241239964962, -0.02815927192568779, -0.007590637542307377, -0.0082851005718112, -0.02621869556605816, -0.009498389437794685, -0.0075825294479727745, 0.018057527020573616, -0.0371229462325573, -0.017284046858549118, 0.016822895035147667, 0.017331888899207115, -0.014293679967522621, 0.04189211502671242, -0.023720862343907356, 0.07028789073228836, 0.024953776970505714, 0.023946112021803856, -0.01014559343457222, -0.008955281227827072, 0.008227629587054253, -0.013552486896514893, -0.01561819203197956, -0.015937404707074165, -0.008129268884658813, -0.005827668122947216, 0.017838185653090477, 0.02777678892016411, -0.005153668578714132, -0.020086320117115974, -0.02209901437163353, 0.010584809817373753, -0.0017515853978693485, -0.01919548586010933, 0.020563747733831406, -0.017665041610598564, -0.021369898691773415, 0.009824560023844242, -0.0018807732267305255, -0.007009688764810562, -0.016107598319649696, -0.014466668479144573, -0.008233170956373215, 0.009558144025504589, 0.011989808641374111, -0.006103466730564833, 0.0042463866993784904, 0.0008314189035445452, 0.03144156187772751, 0.0018682919908314943, -0.0019519259221851826, 0.014817015267908573, 0.004836146254092455, -0.010802758857607841, 0.027766410261392593, 0.00022857786098029464, -0.015775764361023903, -0.011251602321863174, 0.0128611596301198, -0.02345963567495346, -0.004939148668199778, -0.02924358658492565, 0.014848715625703335, 0.01663271151483059, -0.023190513253211975, 0.006071094423532486, -0.02491026744246483, 0.012607168406248093, 0.014854662120342255, -0.012650532647967339, -1.3217262839759769e-8, -0.027193916961550713, -0.007006281055510044, -0.03822195157408714, 0.027001116424798965, 0.024777842685580254, 0.01577594317495823, -0.02399064414203167, -0.005405535455793142, -0.012654067948460579, -0.00034277659142389894, -0.0055596898309886456, -0.004885838367044926, -0.003874372923746705, -0.008706885389983654, 0.03537602350115776, -0.049727436155080795, 0.019842717796564102, -0.012000104412436485, 0.018520699813961983, 0.0008309744298458099, 0.022730300202965736, 0.06078609079122543, -0.022164855152368546, -0.0010924101807177067, 0.009204957634210587, -0.010458177886903286, 0.008008213713765144, -0.06672784686088562, -0.009898919612169266, 0.019465427845716476, 0.015456070192158222, -0.017706558108329773, -0.04370179399847984, 0.015249399468302727, -0.04388066753745079, -0.04291894659399986, 0.024019727483391762, 0.00882679596543312, -0.018375471234321594, -0.014918317086994648, 0.018948106095194817, -0.009436558000743389, 0.013529873453080654, -0.04180796071887016, -0.028077293187379837, -0.0038491839077323675, 0.004373070318251848, -0.007673582062125206, 0.03554486483335495, -0.02374814637005329, 0.018291931599378586, 0.012570423074066639, 0.01504874974489212, 0.037474364042282104, -0.02878553606569767, 0.013464322313666344, 0.022487644106149673, -0.02845906652510166, -0.027327867224812508, 0.009543689899146557, 0.030550843104720116, 0.013229547999799252, -0.018938349559903145, -0.002208596793934703 ]
f-entry-point-of-an-application
https://markhneedham.com/blog/2009/05/02/f-entry-point-of-an-application
false
2009-05-02 01:53:56
F#: Erlang style messaging passing
[ "f" ]
[ "fsharp" ]
As I mentioned in my previous post about over loading methods in F# I've been trying to refactor my twitter application into a state where it can concurrently process twitter statuses while continuing to retrieve more of them from the twitter website. I played around a bit with Erlang last year and one thing that I quite liked is the message passing between processes to allow operations to be performed concurrently. I found a http://weblogs.asp.net/podwysocki/archive/2008/06/18/concurrency-in-net-learning-from-erlang.aspx[cool blog post by Matthew Podwysocki where he explains how we can achieve Erlang message passing in F# by using mail boxes] so I decided to try and follow his example to see if I could do a similar thing with my twitter application. As far as I understand the Erlang approach to messaging follows the http://en.wikipedia.org/wiki/Actor_model[actor model] which is defined as follows: ____ An actor is a computational entity that, in response to a message it receives, can concurrently: * send a finite number of messages to other actors * create a finite number of new actors * designate the behavior to be used for the next message it receives. ____ I can definitely see the first two ideas in the solution that I've ended up with but I'm not sure how you would do the third. From reading Joe Armstrong's http://www.amazon.co.uk/Programming-Erlang-Software-Concurrent-World/dp/193435600X/ref=sr_1_1?ie=UTF8&s=books&qid=1241182065&sr=8-1[Programming Erlang] book and http://strangelights.com/blog/archive/2007/10/24/1601.aspx#2073[Ulf Wiger's comment on Robert Pickering's blog], I understand that the code we can create in F# is not exactly the same as what we can do in Erlang since in Erlang each process has its own mailbox whereas in F# a thread can handle more than one mailbox. The reason for me wanting to do this is because the twitter API only allows me to retrieve 20 statuses at a time and if I'm getting a large number of them my http://www.markhneedham.com/blog/2009/04/18/f-refactoring-that-little-twitter-application-into-objects/[original design] means that we are just waiting for the statuses to be accumulated before we can do anything else with them - I want to make this a bit more real time. This is what the code looks like at the moment: [source,ocaml] ---- open System open Microsoft.FSharp.Control.CommonExtensions open Microsoft.FSharp.Control open System.Threading type Message = Phrase of TwitterStatus | Stop type LinkProcessor(callBack) = let agent = MailboxProcessor.Start(fun inbox -> let rec loop () = async { let! msg = inbox.Receive() match msg with | Phrase item -> callBack item return! loop() | Stop -> return () } loop() ) member x.Send(message) = match box message with | :? seq<TwitterStatus> as message -> message |> Seq.iter (fun message -> agent.Post(Phrase(message))) | :? TwitterStatus as message -> agent.Post(Phrase(message)) | _ -> failwith "Unmatched message type" member x.Stop() = agent.Post(Stop) let linkProcessor = new LinkProcessor(fun status -> printfn "[%s] %s, thread id: (%d)" status.User.ScreenName status.Text Thread.CurrentThread.ManagedThreadId) let hasLink (message:TwitterStatus) = message.Text.Contains("http") type MainProcessor() = let agent = MailboxProcessor.Start(fun inbox -> let rec loop () = async { let! msg = inbox.Receive() match msg with | Phrase item when item |> hasLink -> linkProcessor.Send(item) return! loop() | Phrase item -> printfn "in mainprocessor, thread id: (%d)" Thread.CurrentThread.ManagedThreadId return! loop() | Stop -> return () } loop() ) member x.Send(message) = match box message with | :? seq<TwitterStatus> as message -> message |> Seq.iter (fun message -> agent.Post(Phrase(message))) | :? TwitterStatus as message -> agent.Post(Phrase(message)) | _ -> failwith "Unmatched message type" member x.Stop() = agent.Post(Stop) let centralProcessor = new MainProcessor() ---- And this is the code where we process the statuses: [source,ocaml] ---- let rec findStatuses (args:int64 * int * int * seq<TwitterStatus>) = let findOldestStatus (statuses:seq<TwitterStatus>) = statuses |> Seq.sort_by (fun eachStatus -> eachStatus.Id) |> Seq.hd match args with | (_, numberProcessed, statusesToSearch, soFar) when numberProcessed >= statusesToSearch -> soFar |> ignore | (lastId, numberProcessed, statusesToSearch, soFar) -> let latestStatuses = getStatusesBefore lastId centralProcessor.Send(latestStatuses) findStatuses(findOldestStatus(latestStatuses).Id, numberProcessed + 20, statusesToSearch, Seq.append soFar latestStatuses) ---- (The rest of the code is http://pastie.org/465092[here]) There is certainly some duplication in there - I think it should be possible to get a BaseMailboxProcessor - and I found it annoying that I needed to have a different type of mail box processor for each of the cases so that I could have different pattern matching in each. In Erlang that scaffolding is built into the language and you just need to care about the pattern matching which is the important thing here. I've setup a callback function that's passed to the LinkProcessor which prints out the status when it processes it. The next step is to store that somewhere so I can view them later. Running this though the threadId is always the same. The console output looks like this: [source,text] ---- in mainprocessor, thread id: (6) in mainprocessor, thread id: (6) in mainprocessor, thread id: (6) in mainprocessor, thread id: (6) [jbristowe] Beautiful morning in downtown Edmonton: http://twitpic.com/4c6n8 #YEG, thread id: (6) [MParekh] ABC News does a fly-by correction of a critical 2007 Torture story. http://bit.ly/C9tNH, thread id: (6) ---- They processing of statuses doesn't ever interleave either so it looks like the thread is switching its attention between the two mail boxes. I was expecting to see different threads processing each mail box but I'm not sure whether that's a correct expectation or not?
null
null
[ 0.021569835022091866, -0.02330923266708851, -0.0034515769220888615, 0.018558548763394356, 0.07429682463407516, 0.03305349126458168, 0.03415277600288391, 0.0654730349779129, -0.0069655003026127815, -0.004356468096375465, 0.016220590099692345, -0.012426945380866528, -0.09583474695682526, -0.0013497594045475125, -0.0011695746798068285, 0.05892020836472511, 0.061847023665905, -0.0017699860036373138, 0.042078740894794464, 0.0065755825489759445, 0.03652879223227501, 0.09445831179618835, 0.0172436460852623, 0.028328360989689827, 0.010460707359015942, 0.01984305866062641, -0.021826118230819702, -0.021030286327004433, -0.04349694401025772, -0.0032918404322117567, 0.04487792029976845, 0.02223869413137436, -0.002974356524646282, -0.006146425846964121, 0.014778890646994114, -0.02790127694606781, 0.0001261983416043222, 0.005181645508855581, -0.003186691552400589, 0.012212821282446384, -0.061481259763240814, 0.03245354816317558, -0.018143605440855026, -0.013233830220997334, -0.057214196771383286, 0.02842436544597149, -0.035977158695459366, 0.003142736619338393, -0.0009566692169755697, -0.002008891198784113, -0.09283329546451569, 0.02591032348573208, -0.001982121728360653, -0.016895752400159836, 0.03082607313990593, 0.05434076115489006, 0.0010358643485233188, -0.06543320417404175, 0.02543458715081215, -0.03596266359090805, 0.015357024036347866, -0.022530293092131615, 0.008314566686749458, 0.02460874803364277, 0.026532940566539764, -0.013533287681639194, -0.0014600447611883283, 0.06508417427539825, -0.054420553147792816, -0.019602898508310318, -0.011629839427769184, 0.03672166168689728, -0.01948518119752407, -0.017322301864624023, 0.03974436596035957, -0.04539451748132706, 0.004805256612598896, 0.061535853892564774, 0.012543612159788609, 0.04092925414443016, -0.03207565099000931, 0.013186109252274036, 0.02452206425368786, 0.029704952612519264, 0.029506759718060493, -0.002603078493848443, -0.025703754276037216, 0.022799573838710785, -0.03576391190290451, 0.06255502998828888, 0.005759487394243479, -0.05161155015230179, -0.007056470029056072, 0.005110920872539282, -0.020597415044903755, 0.001963071059435606, -0.023492613807320595, 0.015064012259244919, -0.02395465224981308, -0.0028633803594857454, -0.04011882469058037, -0.02843598648905754, 0.020918801426887512, -0.0036112202797085047, -0.07828596234321594, -0.03245827928185463, -0.02503952570259571, 0.00484573794528842, 0.024283336475491524, 0.014829076826572418, -0.025925105437636375, 0.006615498103201389, -0.02895454131066799, 0.0011618969729170203, -0.08346524089574814, 0.06415476649999619, 0.02625611424446106, -0.03229031339287758, -0.008079754188656807, -0.0019172502215951681, 0.06554985046386719, 0.05171222612261772, 0.005991427227854729, 0.07902418076992035, 0.021856097504496574, 0.022833343595266342, -0.028538955375552177, 0.05314185097813606, -0.05460527911782265, -0.06022085249423981, -0.011726545169949532, 0.07890720665454865, -0.029975995421409607, 0.014593235217034817, -0.011828611604869366, -0.0095886355265975, 0.0016146822599694133, -0.007871430367231369, 0.03881086781620979, 0.04762887954711914, -0.014142068102955818, -0.029999081045389175, 0.00012546313519123942, -0.008499574847519398, 0.03526616469025612, 0.004158341325819492, 0.0027657621540129185, -0.02620326541364193, -0.014279906637966633, 0.028916537761688232, 0.003399145556613803, -0.0034495291765779257, 0.04052917659282684, -0.04586163908243179, 0.004831055644899607, 0.07165806740522385, 0.03228382021188736, 0.000839960586745292, -0.026606135070323944, 0.010957556776702404, 0.03530297428369522, 0.026870232075452805, 0.015058303251862526, 0.026281623169779778, 0.00180568837095052, -0.015371156856417656, 0.016318809241056442, 0.049252159893512726, -0.01265204418450594, -0.004758445546030998, -0.05489597097039223, -0.007581415120512247, 0.05445534735918045, -0.06265664845705032, 0.016972750425338745, 0.04273136705160141, 0.061383556574583054, 0.012648948468267918, 0.040135372430086136, -0.01993849314749241, -0.08127886056900024, 0.03462082892656326, -0.0002917862148024142, 0.028333423659205437, -0.00310765509493649, -0.021955061703920364, 0.06250602006912231, 0.02144264429807663, 0.0036572329699993134, 0.029048020020127296, -0.06135692447423935, -0.07309644669294357, -0.028180856257677078, -0.012228795327246189, 0.061720553785562515, -0.03634105995297432, -0.006063520442694426, 0.051702335476875305, 0.03535200655460358, 0.04386516660451889, 0.046137187629938126, -0.03169103339314461, 0.0018267398700118065, -0.03725919499993324, -0.04846383258700371, 0.05349702388048172, 0.028784889727830887, -0.006318537052720785, -0.06270136684179306, 0.034767650067806244, -0.009679161943495274, -0.026129713281989098, 0.03938776254653931, -0.014521141536533833, 0.04045788571238518, 0.03190597891807556, 0.021405959501862526, -0.036585234105587006, 0.038012102246284485, -0.043029990047216415, 0.047110769897699356, -0.00512267230078578, -0.009330527856945992, 0.004241678863763809, 0.007664985489100218, 0.12451151758432388, 0.0457284152507782, -0.035714827477931976, -0.04726230353116989, 0.014111828990280628, 0.027449864894151688, -0.05012243241071701, 0.011048844084143639, 0.008017060346901417, -0.022787921130657196, 0.031897082924842834, -0.05206300690770149, -0.011770590208470821, 0.011640945449471474, -0.03181380033493042, 0.00043920642929151654, 0.08706314116716385, -0.04965141415596008, 0.04566008225083351, 0.0017612765077501535, -0.024888014420866966, 0.026530006900429726, -0.019585125148296356, -0.04881209135055542, 0.03720284253358841, 0.022303059697151184, -0.006327542942017317, 0.05600127950310707, -0.04852631315588951, -0.019450636580586433, -0.020954856649041176, -0.0340564139187336, 0.03370659053325653, 0.046194449067115784, 0.035517849028110504, -0.01079883985221386, 0.030839791521430016, -0.033545058220624924, 0.008365924470126629, 0.0015844415174797177, -0.036290477961301804, -0.026239046826958656, -0.014481401070952415, 0.01310649048537016, 0.048777736723423004, 0.02370133064687252, -0.02529529482126236, 0.02126835100352764, 0.012967612594366074, 0.0028134689200669527, -0.012889756821095943, 0.020386643707752228, -0.020248867571353912, -0.06241379305720329, -0.03969961404800415, -0.042918551713228226, 0.05215918645262718, -0.018565278500318527, -0.014288613572716713, -0.004133565351366997, -0.06497640162706375, 0.0641910508275032, -0.07263771444559097, -0.03200790286064148, -0.009982937015593052, 0.00942414440214634, 0.026834366843104362, -0.0021545791532844305, 0.003890041494742036, 0.045196615159511566, 0.014817256480455399, 0.010510649532079697, 0.03262445330619812, 0.00730454595759511, 0.01917302794754505, 0.00014507595915347338, 0.009545280598104, 0.0624663308262825, -0.005480601917952299, -0.039901211857795715, -0.0780249536037445, 0.02115025371313095, -0.006808580830693245, -0.28394442796707153, 0.03626329079270363, 0.03051603212952614, -0.040795017033815384, 0.027634942904114723, 0.0015593980206176639, 0.021009108051657677, -0.03335809335112572, -0.0028045892249792814, 0.02838853932917118, -0.02160540781915188, -0.04714362695813179, -0.04131852835416794, 0.03353643789887428, -0.016676997765898705, 0.0065588573925197124, 0.0011474316706880927, -0.05096042901277542, -0.006094382144510746, 0.051409799605607986, -0.0008062398410402238, -0.052601706236600876, 0.01213638111948967, 0.029964741319417953, 0.02909419685602188, 0.03374778851866722, -0.10542812943458557, 0.03659578412771225, -0.010384399443864822, 0.01621377468109131, 0.0009302700636908412, -0.005944127216935158, -0.0014462304534390569, -0.014749913476407528, -0.022392580285668373, -0.04289395734667778, 0.047943249344825745, 0.033750154078006744, 0.030106352642178535, -0.014916807413101196, -0.026178482919931412, -0.047392237931489944, -0.05185599625110626, -0.010422281920909882, 0.07280774414539337, 0.03230489417910576, -0.0724635198712349, 0.007684324402362108, -0.030616018921136856, 0.05937585234642029, -0.0067009408958256245, -0.08133478462696075, 0.004756908398121595, 0.02324732579290867, 0.019799068570137024, -0.009590933099389076, -0.03233787789940834, 0.0012735063210129738, -0.025098534300923347, -0.038288746029138565, -0.015080985613167286, -0.04597015678882599, -0.033287402242422104, -0.043480269610881805, -0.0005364071694202721, -0.04309113323688507, -0.05988320708274841, 0.012364964000880718, 0.07403955608606339, -0.010136105120182037, -0.022594619542360306, 0.0020755950827151537, -0.012292481027543545, -0.10778509825468063, 0.009935143403708935, -0.017148761078715324, -0.03750540688633919, -0.005920886527746916, 0.018281592056155205, 0.034445684403181076, -0.030106546357274055, -0.03274616599082947, 0.0065575274638831615, 0.007034324575215578, 0.0469922199845314, 0.01222617644816637, 0.02975928969681263, -0.03008240833878517, -0.022181808948516846, 0.008980204351246357, 0.0854729637503624, -0.028970563784241676, -0.0022822339087724686, -0.01194844301789999, 0.02770080976188183, 0.03152685984969139, 0.025692658498883247, 0.012699798680841923, 0.003551896195858717, 0.04204912111163139, 0.03689735755324364, -0.06687933951616287, 0.005961849354207516, -0.04224543273448944, -0.012626896612346172, 0.023278165608644485, -0.05808583274483681, 0.03465962037444115, 0.04159874841570854, 0.020843472331762314, -0.025589115917682648, -0.02000824175775051, 0.0026646831538528204, -0.06046047434210777, -0.019706279039382935, 0.021178612485527992, 0.007946200668811798, 0.042797088623046875, 0.0008451015455648303, -0.021856192499399185, -0.05651862174272537, 0.02933812141418457, 0.034247010946273804, 0.026067135855555534, -0.05753354728221893, -0.04735029861330986, -0.005173980724066496, -0.04453488439321518, -0.016440516337752342, 0.019593840464949608, -0.00039885047590360045, -0.0009921931196004152, 0.018327884376049042, -0.03908289223909378, 0.03548280894756317, -0.0004484640958253294, -0.03222226724028587, -0.03548477590084076, -0.013017702847719193, -0.00986356008797884, 0.017072053626179695, -0.006197140086442232, 0.004422241821885109, 0.018368780612945557, 0.06000198796391487, 0.03597012534737587, 0.013167370110750198, -0.006511955056339502, 0.006593204569071531, 0.009066860191524029, 0.033220477402210236, -0.06910376995801926, -0.013452889397740364, -0.016584886237978935, -0.02408476546406746, -0.010905596427619457, 0.03898339346051216, -0.035797297954559326, -0.029716499149799347, -0.05185972526669502, 0.03248806297779083, -0.04836716130375862, -0.005889378022402525, -0.03497727960348129, -0.01945640705525875, 0.03484627604484558, -0.019642401486635208, 0.03657862916588783, -0.02327396534383297, -0.02519470639526844, -0.0014556798851117492, 0.022140927612781525, -0.018646255135536194, 0.03894968330860138, 0.01687047816812992, -0.014024491421878338, -0.019114412367343903, -0.008072669617831707, 0.04467840492725372, 0.03377391770482063, 0.00910295732319355, -0.02028561756014824, -0.008775876834988594, 0.03996606171131134, 0.04345674440264702, 0.04814865440130234, 0.005599929019808769, 0.008102773688733578, -0.05261607840657234, -0.027850454673171043, -0.037223733961582184, 0.00870247557759285, -0.01019164826720953, 0.029104622080922127, -0.016996504738926888, -0.07423848658800125, 0.031828831881284714, 0.017429808154702187, 0.030628876760601997, 0.002558121457695961, 0.01847049780189991, 0.015486083924770355, -0.029571134597063065, -0.006114017218351364, 0.06833120435476303, -0.03606054186820984, -0.006836749147623777, 0.010207225568592548, 0.015476585365831852, 0.028484180569648743, 0.03252480551600456, -0.027147695422172546, -0.011063454672694206, -0.0029570816550403833, 0.02025287225842476, -0.03740663081407547, -0.043277230113744736, -0.023226408287882805, -0.0014310764381662011, -0.004378098528832197, -0.0036702670622617006, -0.04954805597662926, -0.007542547304183245, -0.010300522670149803, -0.05198775976896286, -0.003825551364570856, -0.029708920046687126, -0.031981468200683594, 0.050700146704912186, -0.019453905522823334, 0.007396692410111427, -0.03339017555117607, 0.0292830727994442, 0.020890438929200172, -0.01656978949904442, -0.01900503784418106, -0.05225535109639168, -0.0057868980802595615, -0.02940790355205536, 0.050974924117326736, -0.042946331202983856, -0.016849089413881302, -0.036036647856235504, 0.006510633043944836, -0.0519971027970314, 0.030142316594719887, -0.011739392764866352, -0.022372324019670486, 0.019765622913837433, 0.04261094704270363, 0.0004017762839794159, 0.05898651108145714, -0.01683027856051922, 0.0016246401937678456, 0.012399706989526749, -0.07095211744308472, -0.0166705884039402, -0.020754043012857437, -0.053251542150974274, 0.018402671441435814, 0.00493988674134016, -0.015872392803430557, -0.04763372242450714, 0.04035378247499466, 0.05739753693342209, 0.02593466080725193, 0.07478906959295273, -0.007024216465651989, 0.03187203407287598, -0.01209601666778326, -0.007824410684406757, -0.06369150429964066, 0.00894105527549982, 0.02972259558737278, 0.0041625224985182285, 0.009450357407331467, 0.009257183410227299, -0.017112459987401962, 0.04855697602033615, -0.03779109567403793, -0.009386495687067509, 0.022541875019669533, 0.003325574565678835, -0.013450766913592815, 0.025314778089523315, -0.06908325105905533, 0.03101682849228382, 0.006714027840644121, -0.04009188711643219, -0.009177472442388535, -0.01192108727991581, 0.058010417968034744, -0.018192490562796593, 0.04548390209674835, -0.02730811946094036, -0.03875444084405899, 0.05943409353494644, 0.005181793589144945, -0.021172771230340004, 0.06456326693296432, -0.03433920443058014, 0.02808820828795433, 0.01832391880452633, 0.003511662594974041, -0.0016737404512241483, 0.013945138081908226, -0.03360320255160332, -0.060342371463775635, 0.032354529947042465, 0.0003699511871673167, -0.030565772205591202, -0.05412678420543671, 0.06103656068444252, 0.027229271829128265, -0.02368301898241043, -0.06306590884923935, 0.022934699431061745, -0.039883118122816086, -0.020412063226103783, -0.02942420169711113, 0.03798900172114372, -0.04670025035738945, 0.07194073498249054, 0.00650009186938405, -0.019282620400190353, 0.07499340921640396, -0.024881519377231598, 0.0030964775942265987, -0.01927228830754757, 0.0815296620130539, 0.09073843061923981, 0.047545116394758224, 0.003543491940945387, 0.05457623675465584, -0.006275584455579519, -0.039590686559677124, 0.013290210627019405, -0.0075583383440971375, -0.021463477984070778, -0.0161826740950346, 0.020318323746323586, 0.07599042356014252, -0.021315403282642365, 0.07868000119924545, -0.02245161682367325, -0.0024778791703283787, 0.006261598318815231, 0.00843936949968338, -0.0005902705015614629, 0.04598477482795715, 0.010701196268200874, 0.04692723974585533, -0.0008438294171355665, -0.02153565175831318, 0.020905539393424988, -0.041356410831213, -0.03604797273874283, 0.016077492386102676, 0.005036650225520134, 0.03729308396577835, 0.03388258069753647, 0.03969115763902664, 0.07433941960334778, -0.023369047790765762, -0.0025965014938265085, 0.007244734559208155, 0.016293687745928764, -0.031064672395586967, -0.013934623450040817, -0.01292967889457941, -0.0158672071993351, -0.015344674699008465, -0.01047834288328886, -0.018480904400348663, -0.05059714987874031, -0.03197259083390236, 0.03378123417496681, -0.030824080109596252, -0.003850142704322934, 0.0019209267338737845, -0.03191624954342842, -0.0223997812718153, -0.007902568206191063, -0.06868548691272736, -0.06540468335151672, -0.04831329360604286, -0.006596476770937443, 0.013392693363130093, 0.0107517559081316, -0.03149767592549324, -0.0368504524230957, -0.02004755474627018, -0.018137039616703987, 0.04992382228374481, -0.03807283192873001, -0.04293332248926163, 0.015366153791546822, -0.004121571779251099, 0.03932875394821167, 0.028785599395632744, 0.06824228167533875, -0.003294252557680011, 0.012370876036584377, -0.061276741325855255, -0.00732988677918911, 0.018161391839385033, 0.0271187461912632, -0.014622128568589687, -0.08046698570251465, 0.026129242032766342, 0.021341471001505852, 0.0038789219688624144, -0.06789623945951462, 0.0040719229727983475, 0.021610571071505547, 0.011164738796651363, 0.01938239485025406, -0.04715346544981003, 0.005480926018208265, -0.021349098533391953, -0.01121597085148096, -0.017614172771573067, 0.02196572721004486, 0.0314902625977993, -0.019896937534213066, 0.09429339319467545, 0.015454484149813652, -0.02346431463956833, -0.02354096621274948, 0.0009147041710093617, -0.011788466945290565, -0.001722814398817718, -0.007582309655845165, -0.025817282497882843, -0.0377763956785202, -0.05784817785024643, -0.03130512312054634, 0.015187961049377918, -0.0014164794702082872, -0.034368351101875305, 0.039719339460134506, 0.054549187421798706, -0.05214950814843178, 0.025869466364383698, -0.031959500163793564, 0.0026968305464833975, -0.013314877636730671, -0.0421723835170269, -0.0025807912461459637, 0.014373884536325932, -0.025221407413482666, -0.034988969564437866, 0.02313532494008541, -0.034366656094789505, -0.028249407187104225, 0.009333670139312744, 0.03761567920446396, 0.009379019029438496, -0.0006852513179183006, 0.00969893392175436 ]
[ -0.10585109144449234, -0.029091307893395424, -0.03699458763003349, -0.008339435793459415, 0.0037838206626474857, -0.06469271332025528, -0.0020736416336148977, 0.061222463846206665, 0.025284580886363983, -0.014852521009743214, -0.021368365734815598, -0.04964321106672287, -0.02372104860842228, -0.006367199122905731, 0.0830833688378334, 0.004495447967201471, 0.018949070945382118, -0.06587246805429459, -0.032014455646276474, -0.018134115263819695, 0.01398779172450304, -0.008814205415546894, -0.02276482991874218, -0.039595816284418106, 0.024262748658657074, 0.012597388587892056, 0.0005322246579453349, -0.07337413728237152, 0.005092898849397898, -0.20369122922420502, 0.0328243188560009, -0.001884167897514999, 0.006717962678521872, -0.007071716710925102, -0.028942083939909935, 0.031683117151260376, -0.007887539453804493, -0.027389103546738625, -0.01276292186230421, 0.05030937120318413, -0.00032754382118582726, 0.020801695063710213, -0.05115804821252823, -0.027734888717532158, 0.04750389605760574, -0.020952854305505753, -0.03984463959932327, -0.006587598472833633, -0.03347894921898842, 0.027887601405382156, -0.02108592912554741, 0.006010370794683695, 0.004258023574948311, -0.0031933302525430918, -0.012366531416773796, 0.05371422693133354, 0.02421317808330059, 0.11726856976747513, 0.002947757253423333, -0.005898594856262207, 0.03693339228630066, 0.0020080599933862686, -0.09894894808530807, 0.09557947516441345, -0.00104778993409127, 0.049305833876132965, -0.012276352383196354, -0.007694913540035486, -0.021889671683311462, 0.09438677877187729, -0.017385950312018394, 0.0035806926898658276, -0.03714914247393608, 0.06610279530286789, 0.01799449324607849, -0.014163974672555923, 0.021800804883241653, 0.05184207856655121, 0.0006591724813915789, -0.02721317671239376, -0.04756530374288559, -0.011420411057770252, -0.01558767631649971, -0.016408240422606468, -0.04100843518972397, -0.006746322847902775, -0.0228851567953825, 0.04808646813035011, 0.006531188730150461, 0.017048588022589684, 0.01824839413166046, 0.022223087027668953, 0.05772532522678375, 0.008999831043183804, -0.05722084268927574, -0.031695932149887085, -0.02848278172314167, 0.012814530171453953, -0.014155542477965355, 0.40498411655426025, -0.030599605292081833, -0.025214744731783867, 0.09067859500646591, 0.04102436453104019, -0.012442432343959808, 0.01388203352689743, 0.02236930839717388, -0.03275929391384125, -0.01312259677797556, -0.027137391269207, -0.03873445466160774, -0.015676407143473625, 0.06844495236873627, -0.058334074914455414, 0.02444329485297203, 0.03298594430088997, 0.018078796565532684, 0.025599822402000427, -0.008768299594521523, 0.008141511119902134, -0.00253908708691597, 0.004839933943003416, 0.0388646274805069, -0.01195621769875288, -0.004914572462439537, 0.010270361788570881, 0.037173930555582047, 0.05572228133678436, 0.061975158751010895, 0.03352952376008034, 0.03592805564403534, -0.022903243079781532, -0.06718280911445618, -0.003839200595393777, -0.0021922506857663393, 0.03036409057676792, 0.011856175027787685, -0.03297489881515503, -0.005522625055164099, 0.009587849490344524, -0.0064866552129387856, -0.01597348041832447, 0.05617012456059456, -0.0458790585398674, -0.022695889696478844, 0.15140165388584137, 0.0321151465177536, -0.03738132864236832, -0.020013246685266495, -0.03659703955054283, -0.01810179091989994, 0.03795674070715904, -0.01666608452796936, -0.08374502509832382, 0.0043062674812972546, 0.0517730750143528, 0.07066698372364044, 0.02102064900100231, -0.05996474251151085, 0.0034907893277704716, -0.027792297303676605, -0.006845572963356972, -0.01425944548100233, 0.046220406889915466, 0.028287233784794807, -0.1270042508840561, -0.027519378811120987, 0.006495184730738401, 0.003492065006867051, -0.11395871639251709, 0.01208388339728117, 0.03524652123451233, -0.026600221171975136, -0.05429908633232117, 0.020882312208414078, -0.004834966734051704, -0.009380815550684929, -0.03212878480553627, 0.05117836594581604, 0.007307219784706831, -0.021276241168379784, -0.005547326058149338, -0.017913974821567535, 0.0016255999216809869, -0.06536327302455902, -0.0857255831360817, -0.012476679868996143, -0.0009047082858160138, 0.011009573936462402, 0.0015967715298756957, -0.02269848622381687, -0.0005130631616339087, -0.03090767189860344, 0.06703890115022659, -0.030300742015242577, -0.030317597091197968, 0.010136669501662254, -0.016709335148334503, -0.019741959869861603, 0.005256400443613529, -0.005637397989630699, 0.06449953466653824, -0.06451418995857239, 0.04739268496632576, -0.0726831704378128, 0.047587692737579346, 0.042172010987997055, -0.016401518136262894, 0.045118220150470734, 0.015797197818756104, -0.026402201503515244, -0.01750873774290085, -0.005244614090770483, 0.02692931704223156, -0.0016365868505090475, -0.010558695532381535, 0.028157925233244896, 0.03863438218832016, 0.022314725443720818, 0.03883065655827522, -0.00999937579035759, -0.014797871932387352, 0.025297366082668304, -0.3561548888683319, -0.03612462058663368, 0.009001322090625763, -0.01515448559075594, 0.015830839052796364, -0.07245177775621414, -0.011634244583547115, -0.04166370630264282, 0.021999601274728775, 0.00962833408266306, 0.11537126451730728, -0.012748711742460728, -0.00858499575406313, -0.09264446049928665, 0.028976505622267723, 0.03499922528862953, -0.06601377576589584, -0.04147171601653099, -0.025504164397716522, 0.019052045419812202, -0.026394357904791832, 0.026335319504141808, -0.02080370858311653, -0.060019440948963165, 0.03930051252245903, -0.025403372943401337, 0.07793170213699341, -0.01736672781407833, 0.09212281554937363, -0.070472352206707, 0.05410877615213394, 0.012888140976428986, -0.0015378301031887531, -0.054045919328927994, 0.005670544691383839, -0.02405100129544735, 0.02563357539474964, 0.010731205344200134, 0.08327729254961014, -0.005381940398365259, -0.07708282023668289, -0.0011759964982047677, -0.035087645053863525, -0.051655616611242294, -0.040138810873031616, 0.018027111887931824, -0.011711142025887966, -0.07619255781173706, 0.016709482297301292, 0.048711229115724564, 0.013025538064539433, -0.015189181081950665, 0.02244771271944046, 0.04006058722734451, -0.008922271430492401, -0.030416375026106834, -0.05495860055088997, 0.008271937258541584, -0.04545167088508606, 0.014402925036847591, 0.043692510575056076, 0.04421670362353325, 0.0079870680347085, -0.013901482336223125, 0.03881007805466652, 0.046239033341407776, -0.021586643531918526, -0.04876688867807388, 0.01716029644012451, 0.017310122027993202, -0.017674511298537254, 0.1251850426197052, -0.05378029868006706, 0.011811059899628162, 0.04618312418460846, 0.04048634693026543, -0.0178222693502903, -0.0028795660473406315, 0.025283783674240112, 0.04328843578696251, 0.045069318264722824, -0.04008197784423828, 0.041463542729616165, -0.027837226167321205, -0.026837799698114395, 0.020121263340115547, -0.028897330164909363, 0.0005184354959055781, -0.0005761103820987046, 0.02556425705552101, 0.000704502104781568, 0.024763017892837524, -0.019665760919451714, -0.0336589552462101, 0.050212424248456955, -0.0029009163845330477, -0.23147542774677277, 0.023452885448932648, 0.04148466885089874, 0.0303172804415226, -0.01235254481434822, 0.021838698536157608, 0.011656908318400383, -0.061405036598443985, -0.03756817430257797, -0.0038496076595038176, 0.03553015738725662, 0.07780157774686813, 0.030000925064086914, 0.033147234469652176, 0.015950825065374374, 0.044308193027973175, 0.012618712149560452, 0.009404895827174187, -0.024919072166085243, -0.002685000654309988, 0.026193328201770782, -0.02467619627714157, 0.1657753735780716, -0.016046982258558273, 0.010037844069302082, 0.020658086985349655, 0.009527315385639668, 0.013975915499031544, 0.0651058778166771, -0.000744033430237323, 0.022527851164340973, -0.007038788869976997, 0.01715521141886711, -0.021999645978212357, 0.061188600957393646, -0.12111172080039978, -0.0016101557994261384, 0.05159754306077957, 0.01836659386754036, -0.0007375320419669151, -0.021915527060627937, 0.019658630713820457, -0.025561828166246414, -0.014185123145580292, 0.06878381967544556, 0.0031659442465752363, -0.044539861381053925, -0.04760812222957611, -0.07134798914194107, 0.008852140046656132, -0.04748725891113281, -0.029380014166235924, 0.02121683768928051, 0.009684642776846886, 0.005603809375315905, 0.08854710310697556, 0.010115375742316246, -0.0023748348467051983, -0.025620969012379646, 0.017385045066475868, 0.0011100444244220853, 0.003186227520927787, 0.0788036435842514, -0.0028824270702898502, 0.04230447858572006 ]
[ 0.026792937889695168, 0.0125173544511199, 0.006404614541679621, -0.010454516857862473, 0.015291617251932621, 0.004427955485880375, 0.03360174223780632, 0.004178840667009354, 0.039369743317365646, 0.004134031943976879, -0.017021210864186287, 0.004762970842421055, 0.02448335662484169, -0.006304081995040178, 0.03496147692203522, -0.0508531779050827, 0.018502676859498024, -0.012769890949130058, 0.028200246393680573, -0.04136637598276138, -0.01813369244337082, 0.017223812639713287, -0.005578805226832628, 0.0030703144147992134, -0.030468137934803963, -0.04525090754032135, -0.01653401181101799, -0.01420154795050621, 0.004390887916088104, -0.14044739305973053, -0.0011418345384299755, -0.015040982514619827, 0.007587498053908348, 0.013704371638596058, -0.042493902146816254, 0.010307634249329567, -0.026348872110247612, -0.018415017053484917, -0.0010211634216830134, 0.0017522206762805581, -0.01780768297612667, -0.06653312593698502, -0.026238637045025826, -0.03023301064968109, -0.0041748094372451305, 0.005469924304634333, 0.000536833074875176, -0.03560914844274521, -0.01583157107234001, 0.04927763342857361, -0.014638970606029034, 0.027037842199206352, 0.010232646018266678, 0.03084837645292282, 0.030596481636166573, -0.0023329192772507668, 0.003376803593710065, -0.01785467006266117, -0.025285640731453896, -0.012384525500237942, -0.008920520544052124, -0.006512749008834362, -0.05712929368019104, -0.044801827520132065, -0.013661595061421394, 0.02452320232987404, -0.019346218556165695, -0.01582615077495575, -0.002466720761731267, 0.00109823327511549, 0.014843281358480453, 0.018856311216950417, -0.02281826362013817, 0.009467373602092266, 0.018625272437930107, -0.030110642313957214, -0.0023116865195333958, -0.018694331869482994, -0.018255354836583138, 0.017267927527427673, -0.019704651087522507, 0.025693673640489578, 0.04267784580588341, -0.011713420040905476, -0.010116850957274437, -0.0038901004008948803, -0.002028033835813403, -0.02075081132352352, -0.0002043576823780313, 0.03693445771932602, -0.010787528939545155, 0.044103994965553284, 0.02999008819460869, 0.046944450587034225, -0.08198758214712143, 0.0014844079269096255, -0.08629146218299866, -0.009151606820523739, -0.011612304486334324, 0.806951105594635, 0.011705187149345875, 0.02889794297516346, 0.02752550132572651, 0.00017491038306616247, 0.004177202004939318, -0.014160568825900555, -0.018773866817355156, -0.029229478910565376, -0.0021068218629807234, -0.058835990726947784, 0.040174320340156555, -0.0026958459056913853, 0.05740218982100487, 0.024305488914251328, 0.02419295534491539, -0.003271609777584672, 0.009499994106590748, 0.017290635034441948, 0.040942687541246414, 0.02610878087580204, 0.03978152573108673, -0.01161489263176918, 0.01241336576640606, 0.0359732024371624, 0.0035547749139368534, -0.17401959002017975, -0.0030735244508832693, -7.86187519561239e-33, 0.02224135771393776, 0.0029630328062921762, -0.015126453712582588, 0.0349234975874424, 0.025549158453941345, 0.009358075447380543, 0.03207871690392494, -0.02161155641078949, -0.013229789212346077, -0.033105574548244476, -0.0377594456076622, -0.00422710832208395, 0.001926764496602118, -0.03185250610113144, 0.03307256102561951, -0.03267740458250046, 0.007174532860517502, 0.06300772726535797, 0.021387901157140732, -0.006817828398197889, 0.06877508014440536, 0.03294198587536812, -0.00006007890260661952, -0.007804393768310547, 0.04400224611163139, 0.049936532974243164, 0.007046819664537907, -0.022746751084923744, 0.01997821219265461, -0.032391637563705444, -0.019605686888098717, 0.028124196454882622, 0.007031033281236887, 0.02697664126753807, 0.05791231244802475, -0.059736914932727814, -0.03503847122192383, 0.03821903094649315, -0.03177645429968834, -0.054531291127204895, -0.01499703899025917, 0.04422685131430626, -0.04728526622056961, -0.008859925903379917, -0.045093607157468796, -0.005463294684886932, -0.01663227565586567, 0.03940471634268761, 0.04003152623772621, 0.011523653753101826, 0.05274469405412674, -0.0108584463596344, 0.004915692377835512, -0.0262075774371624, 0.0053239911794662476, 0.00488981744274497, -0.012441541068255901, 0.009610195644199848, 0.06414397805929184, 0.051030199974775314, 0.019421763718128204, -0.032811783254146576, 0.006485853809863329, 0.003956001717597246, 0.022664636373519897, 0.01054883562028408, -0.018630100414156914, 0.024416960775852203, 0.023801270872354507, -0.016519568860530853, -0.04146402329206467, -0.00962119922041893, 0.002738330513238907, 0.013109870254993439, 0.003085420234128833, -0.026007387787103653, -0.004088406451046467, -0.024267327040433884, -0.030323848128318787, 0.043701570481061935, 0.027302516624331474, 0.0032838082406669855, -0.036943744868040085, -0.028944432735443115, -0.016399990767240524, -0.017472008243203163, -0.0004913042648695409, -0.0011863689869642258, 0.0132475346326828, 0.046438876539468765, 0.022541111335158348, -0.024900736287236214, -0.016676893457770348, 0.018866773694753647, -0.011520921252667904, 8.512795641488631e-33, -0.02045525051653385, -0.06034354865550995, -0.061409592628479004, -0.012716700322926044, 0.020627710968255997, -0.019230414181947708, 0.05264394357800484, -0.011519157327711582, -0.047072891145944595, 0.07517538219690323, -0.007517915219068527, -0.017940690740942955, -0.03048810362815857, 0.03657564893364906, 0.04400588944554329, -0.046684201806783676, 0.06670504063367844, 0.0012745009735226631, 0.015644825994968414, 0.02635779045522213, -0.01831449195742607, 0.005622704513370991, -0.005549819674342871, 0.03498487547039986, -0.019469626247882843, 0.05604046583175659, -0.007833641953766346, -0.012489642016589642, -0.00522332638502121, -0.008014746010303497, -0.017216896638274193, -0.027832983061671257, 0.032302044332027435, -0.0007411945844069123, -0.023459281772375107, 0.01763688400387764, 0.020320860669016838, -0.02861979231238365, 0.035007722675800323, -0.031071484088897705, 0.06330692023038864, 0.00973191112279892, 0.006501373369246721, -0.024741578847169876, 0.00510414969176054, 0.0179536584764719, -0.022802049294114113, -0.04090293496847153, -0.012880166061222553, 0.009670537896454334, -0.010688531212508678, 0.01924770511686802, 0.01539271418005228, -0.012300093658268452, -0.03291628137230873, -0.03280864655971527, 0.021927082911133766, -0.012917316518723965, -0.012899461202323437, -0.013105472549796104, -0.038147322833538055, -0.01057938951998949, 0.01973745971918106, 0.00200317008420825, 0.007590835448354483, 0.0024360534735023975, -0.002417526440694928, -0.03238455951213837, 0.025590043514966965, 0.008034895174205303, -0.012567375786602497, -0.01098321471363306, -0.006835025269538164, 0.04954224452376366, 0.030369075015187263, -0.019492629915475845, -0.00785162765532732, 0.012523110024631023, -0.011696363799273968, 0.040660228580236435, -0.014774918556213379, 0.0010725152678787708, -0.01804531365633011, 0.025118347257375717, -0.026408182457089424, -0.02212585136294365, 0.0013101014774292707, 0.02717798389494419, 0.03889623284339905, -0.005741022992879152, 0.047605451196432114, -0.018872307613492012, -0.0002886524598579854, 0.014649780467152596, 0.0002824939147103578, -1.3224854988891366e-8, -0.05284717679023743, -0.010839187540113926, -0.028706122189760208, 0.03454563394188881, 0.030899224802851677, 0.03275660052895546, -0.014719792641699314, -0.021813297644257545, 0.013714264146983624, -0.0035816386807709932, -0.018191419541835785, 0.00904420018196106, -0.006736595183610916, -0.010446777567267418, 0.04424210265278816, -0.04407922923564911, -0.0247020423412323, -0.032395485788583755, 0.038398247212171555, 0.018413325771689415, 0.05290612578392029, 0.05686501786112785, -0.007481846958398819, 0.010676664300262928, 0.004753194283694029, 0.01559953112155199, 0.006380433216691017, -0.06625957787036896, -0.015003540553152561, -0.016505781561136246, -0.0017291158437728882, -0.05246614292263985, -0.057228486984968185, 0.014734567143023014, -0.02389364503324032, -0.027113139629364014, -0.0014626936754211783, -0.0006574004073627293, -0.007360543590039015, -0.040889281779527664, 0.030528364703059196, -0.020975660532712936, 0.005921082571148872, -0.027630535885691643, -0.0016249545151367784, 0.030261285603046417, -0.015252750366926193, -0.013069850392639637, 0.026822403073310852, -0.04109948128461838, 0.008201121352612972, 0.004551296588033438, 0.03142928704619408, 0.06550256907939911, -0.012274029664695263, 0.004204001277685165, 0.04297761619091034, -0.051752496510744095, 0.027154797688126564, 0.01964011788368225, 0.05130042880773544, 0.01770205982029438, -0.03486735001206398, -0.021652331575751305 ]
f-erlang-style-messaging-passing
https://markhneedham.com/blog/2009/05/02/f-erlang-style-messaging-passing
false
2009-05-18 01:03:25
97 Things Every Software Architect Should Know: Book Review
[ "software-development", "books", "book-review" ]
[ "Books" ]
== The Book http://www.amazon.co.uk/Things-Every-Software-Architect-Should/dp/059652269X/ref=sr_1_1?ie=UTF8&s=books&qid=1242525416&sr=8-1[97 Things Every Software Architect Should Know] by Richard Monson-Haefel == The Review My colleague http://erik.doernenburg.com/[Erik Doernenburg] mentioned that he had written a couple of chapters in this book a while ago and there was a copy of the book in the ThoughtWorks office so I thought I'd take a look. I'm far from being an architect but since their decisions affect what I do I was intrigued to see what they should be doing. The contributions in the book are http://97-things.near-time.net/wiki/97-things-every-software-architect-should-know-the-book[also available on the 97 things wiki]. == What did I learn? This book contains a series of short essays by software architects, 97 in total, so clearly there is a lot to be learnt from this book. I'll just cover some of the ones I found most interesting. * The first chapter in the book talks of the need to not put your resume ahead of the requirements and instead *choose the right technology for the customer* rather than the one that you want to use. Later on Greg Nyberg talks about how http://97-things.near-time.net/wiki/avoid-good-ideas[good ideas kill projects] due to them getting out of hand and taking up much more time than expected to implement and affecting far more of the code than you would think. The suggestion therefore seems to be that we shouldn't upgrade frameworks and should be cautious about introducing technologies into our project. At face value this seems to make sense but it somewhat limits our ability to improve in my opinion. If we always choose the technology based on what we currently know then how will we know when something better comes along. I much prefer the idea of trying out several solution early on (an idea that Erik Doernenburg mentions in 'http://97-things.near-time.net/wiki/Try%20before%20choosing[Try before choosing]' using lean's idea of http://xp123.com/xplor/xp0611/index.shtml[concurrent set based engineering]. Experimentation is very important early on in a project although of course we must eventually be looking to choose the best solution and go with that at the http://www.codinghorror.com/blog/archives/000705.html[last responsible moment]. * Another one that really stood out for me is 'http://97-things.near-time.net/wiki/Simplicity%20before%20generality,%20use%20before%20reuse[Simplicity Before Generality, Use Before Reuse]' written by Kevin Hennery. He speaks of how we *often use general purpose infrastructure code/class libraries which don't actually help us solve our specific problem*. It's better to derive the generality of a solution later on having originally designed for what we need them for in the first place. Joe Walnes' http://xstream.codehaus.org/[XStream] framework is often pointed out as being a library which was developed in this way - he only put in the features that he needed rather than trying to think how people might want to use it and by doing so actually did cover the way that most people would use it. * I think my favourite essay in the book is 'http://97-things.near-time.net/wiki/dont-be-clever[Don't Be Clever]' by Eben Hewitt where he talks of the importance of being '*as dumb as you possibly can and still create the appropriate design*'. He goes on to add: + ____ More developers can implement and maintain dumb solutions. In dumb solutions, each component can only do one thing. They will take less time to create, and less time to change later. ____ + It's so easy to make clever design decisions but when there are other people on a team that need to work with these designs it is in fact pointless to be clever and creating something simple that everyone will be able to work with is a much better approach. http://97-things.near-time.net/wiki/your-system-is-legacy-design-for-it[Dave Anderson also talks about the importance of designing our code so that it's easy for someone from a different team to work] with especially if they have to make production fixes. The need for the code to be http://www.markhneedham.com/blog/2009/03/18/coding-make-it-obvious/[obvious], testable, correct and traceable are pointed out as being key. * Another one which I really liked is 'http://97-things.near-time.net/wiki/the-business-vs-the-angry-architect[The Business vs The Angry Architect]' which talks about *the need to listen to what the business are saying instead of always waiting to have our say and display our superior knowledge*. My favourite quote from this chapter is: + ____ Remember; when you're talking you can only hear something you already know. Don't ever start thinking you're so smart that no one else has something valuable to say. \... Don't allow yourself to become a disgruntled genius that spends all of your time trying to impress others by making witty, condescending statements about how poorly the company is run. They won't be impressed. ____ + This is certainly something that anyone in a software team can apply not only architects. Certainly I have learnt that it's important to accept some decisions instead of constantly pointing out how wrong they are, something which Dan North also points out in his 'http://www.markhneedham.com/blog/2009/04/25/pimp-my-architecture-dan-north/[Pimp My Architecture]' talk. * I really like Timothy High's idea of 'http://97-things.near-time.net/wiki/record-your-rationale[Recording Your Rationale]' where he suggests keeping track of all the http://www.markhneedham.com/blog/2009/03/02/trade-offs-some-thoughts/[trade offs] being made so that we know in the future why certain decisions were made. This ties in quite nicely with Dan North's idea of the project shaman who tells the stories of the project and why different decisions were made. http://97-things.near-time.net/wiki/communication-is-king[Mark Richards also talks about the need to communicate clearly] with the developers on the team and keep them informed about the big picture and the like and Timothy High goes on to talk about the importance of recording any assumptions that we make. On every project I've worked on we have recorded assumptions related to the order of stories and the approach we are likely to take during estimation sessions and it certainly makes it easier to explain decisions in the future. Dave Quick suggests that we could also http://97-things.near-time.net/wiki/warning-problems-in-mirror-may-be-larger-than-they-appear[record potential risks] on projects until they are no longer a risk. They can be prioritised and reviewed when there is new information. I quite like this idea as it puts the information out in the open rather than sweeping it under the carpet. * Paul W. Homer talks of the benefit of http://97-things.near-time.net/wiki/share-your-knowledge-and-experiences[sharing our knowledge and experiences], an idea that I absolutely agree with and I think can be valuable within teams as well as within the industry. He points out that *explaining our ideas to others helps us find the weaknesses in what we are saying* - I agree, I find I learn most when http://www.markhneedham.com/blog/2009/04/21/learning-through-teaching/[trying to teach things to other people]. * Einar Landre's essay about how the http://www.markhneedham.com/blog/2009/04/21/learning-through-teaching/[architect's focus is around the boundaries and interfaces] is another interesting one - I think this is the place where the messiest code ends up being so it makes sense that you would have the strongest person technically in the team involved. Creating these boundaries is certainly essential from my experience. The author talks about making use of http://domaindrivendesign.org[Domain Driven Design] concepts such as http://www.markhneedham.com/blog/2009/03/07/ddd-bounded-contexts/[bounded contexts] and http://dddstepbystep.com/wikis/ddd/context-map.aspx[context mapping] to handle the complexity around these areas. Keith Braithwaite also talks about the value of http://97-things.near-time.net/wiki/There%20Can%20be%20More%20than%20One[having multiple overlapping representations instead of trying to have one representation for the whole system] which seems along the same lines as the DDD approach. * http://97-things.near-time.net/wiki/shortcuts-now-are-paid-back-with-interest-later[Scott Mcphee] and http://97-things.near-time.net/wiki/pay-down-your-technical-debt[Burkhardt Hufnagel] both talk about the importance of *paying back technical debt before it causes us problems*. Scott covers it more from the angle of correcting incorrect decisions as soon as we can while Burk comes at this more from the angle of making changes the correct way later on if we can't do the first time we make them. I think this is something that we often forget to do and it's not immediately painful so we think we've got away with it until a few months later we notice how truly difficult it is to make any changes at all and then it's really hard to recover the code to a good state. * http://97-things.near-time.net/wiki/Reuse%20is%20about%20people%20and%20education,%20not%20just%20architecture[Jeremey Mayer] makes a very astute observation about reuse of code - *developers need to know that code is there to reuse* otherwise they will just write the functionality that they need themselves. He also notes that developers tend to prefer to solve problems themselves rather than ask for help. http://www.markhneedham.com/blog/2009/03/15/qcon-london-2009-the-power-of-value-power-use-of-value-objects-in-domain-driven-design-dan-bergh-johnsson/[Dan Bergh Johnsson also noted at QCon] that developers will only wait 30 seconds to try and find a piece of code that they need before writing it themselves. == In Summary I enjoyed reading this book and there is plenty more in this book than just what I've mentioned - I was mainly interested in the architecture advice which affects me as a developer but there's also advice which doesn't apply so much to me at the moment which is probably more interesting to architects.
null
null
[ 0.02940448373556137, 0.031704988330602646, -0.002250619465485215, 0.04012680798768997, 0.08145943284034729, 0.007310227490961552, 0.027880121022462845, 0.035098034888505936, 0.02207760512828827, -0.023029405623674393, -0.005283148493617773, -0.003989820834249258, -0.06383315473794937, -0.0018765596905723214, -0.048514991998672485, 0.06906505674123764, 0.07031024992465973, 0.008265065029263496, 0.009714797139167786, 0.0063102347776293755, 0.04587818682193756, 0.07763703167438507, 0.03063170798122883, 0.031441494822502136, 0.03167309984564781, 0.0054993657395243645, 0.010731315240263939, -0.019219685345888138, -0.05034678056836128, -0.000009925243830366526, 0.04496316611766815, -0.010996193625032902, -0.007117377128452063, -0.014546098187565804, 0.015044498257339, -0.0095863351598382, -0.014956993982195854, 0.015336892567574978, -0.00810847245156765, -0.00037080448237247765, -0.07416430860757828, 0.048968713730573654, -0.002545917872339487, 0.006437888368964195, -0.03556746244430542, 0.02269970253109932, -0.03080219216644764, 0.009308157488703728, -0.014308433048427105, -0.0008609248325228691, -0.04660709947347641, 0.03214164823293686, -0.013781878165900707, -0.014433620497584343, -0.0043756598606705666, 0.059408772736787796, 0.012508719228208065, -0.04614029824733734, 0.00474152434617281, -0.03393254801630974, 0.009198724292218685, -0.010425039567053318, 0.004045738372951746, 0.03499490022659302, 0.02588217332959175, -0.033770062029361725, 0.004073105752468109, 0.04873198643326759, -0.03818201273679733, 0.015974465757608414, -0.03583521023392677, 0.012540663592517376, -0.019879264757037163, -0.005578379612416029, 0.001390987541526556, -0.049527358263731, 0.015578594990074635, 0.07902282476425171, 0.02045147866010666, 0.032899703830480576, -0.024076519533991814, 0.03888395428657532, -0.008705141954123974, 0.035566408187150955, -0.023159842938184738, -0.03281015902757645, -0.011246479116380215, -0.028977511450648308, -0.0595085471868515, 0.05312846973538399, 0.01075168326497078, -0.06561608612537384, 0.014206469058990479, 0.051879119127988815, 0.008262909948825836, -0.005192755255848169, 0.03168058022856712, 0.012971318326890469, -0.019182754680514336, 0.0004286427574697882, -0.02749694511294365, -0.02246037684381008, -0.008658007718622684, -0.006376323755830526, -0.05498432740569115, -0.0033549414947628975, -0.014104115776717663, -0.009166139177978039, -0.005769518669694662, 0.014772038906812668, -0.024134354665875435, 0.014921809546649456, -0.037418466061353683, 0.000973863760009408, -0.07353252917528152, 0.07473881542682648, 0.001957500586286187, -0.0419200100004673, -0.00898678693920374, 0.014936245046555996, 0.04433472082018852, 0.02604447677731514, -0.01372962910681963, 0.07366514205932617, 0.011796151287853718, 0.0004638497775886208, -0.010006380267441273, 0.044065091758966446, -0.02940460667014122, -0.05308793857693672, -0.010958989150822163, 0.05242030322551727, -0.03802541270852089, 0.0026660540606826544, -0.013079679571092129, -0.012271836400032043, 0.016545264050364494, 0.017599383369088173, 0.011703216470777988, 0.03503362089395523, -0.0022989821154624224, -0.05394451692700386, 0.02601950615644455, 0.00838226918131113, 0.031892020255327225, -0.0015420987037941813, 0.03687205910682678, -0.025316108018159866, -0.03067879192531109, -0.013535542413592339, 0.02664039097726345, 0.045716021209955215, -0.002287693088874221, -0.03582192212343216, 0.049082957208156586, 0.09022092819213867, 0.06518159061670303, 0.02275807596743107, -0.008147777058184147, 0.02543313428759575, 0.04126063734292984, 0.03570162504911423, 0.03145793452858925, 0.01709369756281376, 0.010458913631737232, -0.015966152772307396, -0.010600674897432327, 0.041112978011369705, 0.0208018496632576, -0.008481231518089771, -0.05340828746557236, -0.042290475219488144, 0.03333216533064842, -0.050908613950014114, -0.0024175920989364386, 0.046270858496427536, 0.08769278973340988, 0.03451313450932503, 0.03500451520085335, 0.00490468880161643, -0.0808204710483551, 0.03366507217288017, 0.02495690993964672, 0.008004839532077312, 0.029448680579662323, -0.03538147360086441, 0.06828097254037857, 0.03745260089635849, 0.009023617953062057, 0.03660599887371063, -0.0747070163488388, -0.10785982757806778, -0.01622517965734005, -0.018971096724271774, 0.04968075081706047, -0.016906613484025, 0.0062605091370642185, 0.05361800640821457, 0.006961708422750235, 0.061749234795570374, 0.01385413482785225, 0.007775175850838423, -0.006783625576645136, -0.03822983801364899, -0.04496216028928757, 0.04740552976727486, 0.03681565821170807, 0.013301015831530094, -0.0360570102930069, 0.018684305250644684, 0.00224918476305902, -0.011079881340265274, 0.037983138114213943, -0.013485406525433064, 0.03440206125378609, -0.0030299732461571693, 0.06824906915426254, -0.030525915324687958, 0.0571972131729126, -0.05668184533715248, 0.022817187011241913, 0.018733203411102295, -0.013253060169517994, 0.03320678696036339, -0.015569379553198814, 0.10221369564533234, 0.0693846121430397, -0.05924932658672333, -0.03881944715976715, 0.008443952538073063, 0.005096192937344313, -0.04763788357377052, -0.004399084951728582, -0.01668430119752884, 0.02924765832722187, -0.016874127089977264, -0.04965980350971222, -0.03912263736128807, 0.03662778064608574, -0.046945106238126755, 0.005465436261147261, 0.062015339732170105, -0.01812317781150341, 0.0668599009513855, 0.019211189821362495, -0.009341206401586533, -0.01845354400575161, -0.013635935261845589, -0.0709533765912056, 0.025718234479427338, -0.0052327802404761314, -0.026621710509061813, 0.05277133733034134, -0.03643304854631424, -0.03866955265402794, -0.03000345453619957, -0.05690686032176018, 0.030739426612854004, 0.05584188178181648, 0.04006825387477875, -0.01821536384522915, 0.06529276072978973, -0.018756244331598282, 0.035605479031801224, 0.020867638289928436, -0.042261753231287, -0.038512855768203735, -0.0527721531689167, 0.0023621744476258755, 0.015722764655947685, 0.007365853991359472, 0.0068206703290343285, 0.013258992694318295, 0.00571528822183609, -0.02308887615799904, -0.019871776923537254, 0.04741339758038521, -0.0066840494982898235, -0.0021656847093254328, -0.01848199963569641, -0.013720424845814705, 0.06231601536273956, -0.055046048015356064, -0.04189744219183922, 0.018486153334379196, -0.0835413932800293, 0.058432646095752716, -0.06176412105560303, -0.03069165349006653, -0.007350287865847349, 0.022737927734851837, 0.02719242312014103, 0.025140833109617233, 0.008426852524280548, 0.07157020270824432, 0.01678260788321495, -0.001143799046985805, -0.01068811770528555, -0.018222175538539886, 0.009016630239784718, 0.016411416232585907, 0.004348365124315023, 0.055521782487630844, 0.0174516960978508, -0.00020052531908731908, -0.06331615895032883, 0.03034384548664093, -0.03937194496393204, -0.27274584770202637, 0.028620479628443718, -0.00046728039160370827, -0.058313071727752686, 0.014276004396378994, 0.002504548756405711, 0.005134063307195902, -0.06970208138227463, -0.01402521412819624, 0.020846236497163773, -0.03625005856156349, -0.05329585820436478, 0.0026738818269222975, 0.04888511076569557, 0.007213165517896414, 0.022707972675561905, 0.03381650894880295, -0.039688561111688614, -0.014235572889447212, 0.049697235226631165, -0.011191233992576599, -0.07492642104625702, 0.014026590622961521, 0.012144293636083603, 0.04856725037097931, 0.06325230747461319, -0.07580126821994781, 0.04444233700633049, -0.051051244139671326, -0.00427740253508091, 0.024273423478007317, 0.00801599957048893, -0.0017998379189521074, -0.023845652118325233, -0.01837174780666828, -0.010768805630505085, 0.046584468334913254, 0.02469763718545437, -0.0017726660007610917, 0.029477601870894432, -0.005222135689109564, -0.01840217038989067, 0.00039957542321644723, 0.013062079437077045, 0.07961173355579376, -0.0018279817886650562, -0.09207124263048172, -0.020075678825378418, -0.027711356058716774, 0.0798882320523262, -0.04201415553689003, -0.026022156700491905, 0.004383099265396595, 0.05330488830804825, -0.01974143087863922, -0.02788894809782505, 0.018682703375816345, -0.03465054929256439, -0.04124468192458153, -0.02429543435573578, -0.01172991655766964, -0.020535171031951904, -0.008981255814433098, -0.05468432605266571, -0.012317388318479061, -0.05861150473356247, -0.06234900653362274, -0.031565211713314056, 0.07328402996063232, 0.004238533787429333, -0.04912702366709709, 0.013219907879829407, -0.009296438656747341, -0.09841622412204742, -0.011016294360160828, -0.016649316996335983, -0.007040309254080057, 0.009063966572284698, 0.006015097256749868, 0.0451059564948082, -0.01826309971511364, -0.03891582787036896, 0.007466056849807501, 0.017848022282123566, 0.0320926271378994, -0.010650869458913803, 0.011064206250011921, 0.03335392102599144, -0.026497626677155495, 0.019208094105124474, 0.06563914567232132, -0.000370012188795954, -0.03779410943388939, -0.05761122331023216, 0.03023260273039341, 0.021621154621243477, 0.01476270705461502, -0.011634180322289467, 0.02390541508793831, 0.04966292530298233, -0.0025675613433122635, -0.05036165937781334, 0.0310832429677248, -0.024885911494493484, -0.009884202852845192, -0.02628208138048649, -0.03894435614347458, 0.012235664762556553, 0.02778487280011177, 0.021215271204710007, -0.004057356156408787, -0.04125985875725746, 0.017689233645796776, -0.0424928143620491, -0.03748815506696701, -0.027405045926570892, 0.01054366398602724, 0.0549054853618145, -0.03577369078993797, -0.007012832444161177, -0.06408409029245377, 0.008824962191283703, -0.028690382838249207, -0.040707606822252274, -0.04784407094120979, -0.008499600924551487, -0.01907205767929554, -0.022863026708364487, -0.002965177409350872, 0.04566149413585663, -0.023208796977996826, 0.03725099563598633, 0.01727026328444481, -0.040630683302879333, 0.0025592201855033636, -0.02976265549659729, -0.05197297781705856, -0.03164432570338249, -0.014162848703563213, -0.00332721509039402, 0.000766051234677434, 0.012056074105203152, 0.009768927469849586, 0.008173712529242039, 0.05091498792171478, 0.010350904427468777, 0.015758654102683067, -0.009736165404319763, 0.0328974649310112, 0.005248198285698891, -0.012661452405154705, -0.0625632256269455, 0.030058808624744415, -0.04416131228208542, -0.031271178275346756, -0.026488250121474266, 0.019181234762072563, -0.03233260288834572, -0.04912803694605827, -0.004695167765021324, 0.0033024561125785112, -0.05983200669288635, -0.04409397020936012, -0.029304370284080505, 0.02155046910047531, 0.07266931980848312, -0.006623324006795883, 0.01189109031111002, -0.043711982667446136, -0.004823357332497835, 0.03247082978487015, 0.013219311833381653, -0.038399070501327515, 0.009865074418485165, 0.009994639083743095, 0.008854961954057217, 0.008963579311966896, -0.0015575098805129528, 0.051378313452005386, 0.0017519195098429918, -0.017672419548034668, -0.03782833740115166, 0.004663764499127865, 0.00731500331312418, 0.04048112407326698, 0.009585777297616005, -0.030825648456811905, -0.0022278153337538242, -0.04338843747973442, -0.04360516741871834, -0.03044767677783966, -0.005434887949377298, 0.010684550739824772, 0.011690246872603893, -0.025433773174881935, -0.08072664588689804, 0.06414913386106491, 0.008200406096875668, -0.0018068330828100443, 0.012838151305913925, -0.005573211703449488, 0.0033390060998499393, -0.03978416323661804, 0.03156926482915878, 0.05418923869729042, -0.0778813287615776, 0.007669165264815092, -0.010311530902981758, 0.013022717088460922, 0.01083329040557146, -0.008285826072096825, -0.03378418833017349, -0.021722493693232536, -0.029097989201545715, -0.004218059126287699, -0.05821782350540161, -0.020297946408391, -0.01938328519463539, -0.006584686227142811, 0.006109131965786219, 0.012077324092388153, 0.0009624968515709043, -0.023515373468399048, -0.028437292203307152, -0.022070294246077538, 0.022967223078012466, -0.036265067756175995, -0.01318647712469101, 0.011520792730152607, -0.05549333617091179, 0.0021362751722335815, -0.02533486858010292, 0.007174522150307894, 0.009570551104843616, -0.023763829842209816, -0.03026789426803589, -0.033816251903772354, -0.017468785867094994, -0.0003990645054727793, 0.041571926325559616, -0.020063946023583412, -0.01266135647892952, -0.04008316993713379, -0.016809813678264618, -0.05322408303618431, 0.01659253053367138, -0.019706133753061295, -0.0008513199863955379, 0.029207540675997734, 0.06309976428747177, -0.005000758916139603, 0.027369942516088486, -0.01193972397595644, -0.014324769377708435, 0.052837640047073364, -0.06542681902647018, -0.02655850164592266, -0.023100286722183228, -0.0468827523291111, 0.004268412012606859, -0.007102534640580416, 0.020812086760997772, -0.022275637835264206, 0.06922146677970886, 0.023137660697102547, 0.032309480011463165, 0.04172324761748314, -0.005910648964345455, 0.027911480516195297, -0.05007387697696686, 0.007191488053649664, -0.0869775041937828, 0.007764371577650309, 0.01197900902479887, 0.007020212709903717, -0.000006656979167019017, -0.0009258897043764591, -0.04649211838841438, 0.06662840396165848, -0.08471151441335678, -0.025573855265975, 0.03387751057744026, -0.014986561611294746, -0.02413613721728325, 0.00611905986443162, -0.05906707048416138, 0.028761811554431915, 0.025914737954735756, -0.04779563844203949, -0.0183547493070364, -0.02396080642938614, 0.03899436071515083, -0.007773632649332285, 0.03752489387989044, -0.02843060903251171, 0.0001729785290081054, 0.06995546817779541, 0.015347003936767578, 0.009099059738218784, 0.038850337266922, -0.00480586476624012, 0.02670169249176979, 0.030710382387042046, 0.025359492748975754, 0.006738902069628239, 0.03998316079378128, -0.020621391013264656, -0.05351483076810837, 0.034049224108457565, -0.01818917691707611, -0.049364298582077026, -0.03738989681005478, 0.05609363317489624, 0.030404716730117798, -0.024865536019206047, -0.04082589969038963, 0.0128471739590168, -0.04973043128848076, -0.01597791723906994, -0.022114340215921402, 0.0015145705547183752, -0.046986375004053116, 0.05407083407044411, -0.00998691190034151, 0.009283496998250484, 0.05200893431901932, -0.0036333082243800163, -0.028978345915675163, -0.02787799946963787, 0.10315907746553421, 0.0900396853685379, 0.05905716493725777, 0.008061259984970093, 0.07255897670984268, 0.0021782764233648777, -0.04887072741985321, 0.010646379552781582, -0.0166301392018795, -0.02418765239417553, -0.03907138481736183, 0.013157418929040432, 0.058300696313381195, 0.0013544736430048943, 0.05994856730103493, -0.036500174552202225, -0.014893329702317715, 0.014114423654973507, 0.049779344350099564, 0.010588482022285461, 0.0610731765627861, 0.01020333543419838, 0.033473268151283264, -0.016696708276867867, -0.045871466398239136, 0.0214147437363863, -0.0014727961970493197, -0.018724657595157623, 0.03289414569735527, 0.0007104194955900311, 0.008917827159166336, 0.012266982346773148, 0.02064586617052555, 0.08203098922967911, -0.024119164794683456, -0.0016045491211116314, 0.004982091020792723, 0.01413593627512455, 0.0014811784494668245, -0.000748041202314198, -0.039033882319927216, -0.042322151362895966, -0.01348017156124115, -0.02120356075465679, -0.016569584608078003, 0.0031841008458286524, -0.027143873274326324, 0.0348174050450325, -0.021621808409690857, 0.007409128360450268, 0.04322563484311104, 0.022396991029381752, -0.03725331649184227, -0.05154431611299515, -0.03743135184049606, -0.031293824315071106, -0.039660703390836716, -0.0011164736934006214, 0.00375550938770175, -0.006924063432961702, -0.05700220912694931, -0.021639734506607056, -0.0006128292297944427, -0.028186965733766556, 0.05686844885349274, -0.06472131609916687, -0.03137732297182083, 0.0014583903830498457, 0.026088479906320572, 0.01175781525671482, 0.010915729217231274, 0.06320231407880783, 0.001353750005364418, -0.01740337908267975, -0.001992389326915145, 0.015092414803802967, 0.018353134393692017, 0.007335983216762543, 0.0548890195786953, -0.06539279222488403, 0.02969205379486084, 0.026224862784147263, -0.016986574977636337, -0.06036490574479103, 0.03334811329841614, 0.03264598548412323, -0.001505312160588801, 0.052364904433488846, 0.001015511341392994, 0.025737475603818893, -0.023510465398430824, 0.0013152729952707887, -0.00864883791655302, 0.02072235383093357, 0.035446640104055405, -0.023340919986367226, 0.0931076630949974, 0.022899501025676727, -0.002466746373102069, -0.027156541123986244, -0.0094743138179183, 0.016929928213357925, 0.00685004610568285, -0.025605158880352974, -0.00041466395487077534, -0.03824111074209213, -0.07343363016843796, -0.016319654881954193, 0.018893379718065262, -0.023829778656363487, -0.0362788550555706, 0.027746595442295074, 0.014282790943980217, -0.046796977519989014, 0.02289463020861149, -0.04629373922944069, 0.021114710718393326, -0.02780318818986416, -0.0046545821242034435, 0.012776919640600681, 0.01875181868672371, 0.0022149484138935804, 0.0016275577945634723, 0.020370002835989, -0.04872651770710945, -0.007766049820929766, -0.002714450005441904, 0.018444331362843513, 0.03358208388090134, 0.023118194192647934, -0.0019458142342045903 ]
[ -0.08419004827737808, -0.015906181186437607, -0.009571321308612823, -0.030800841748714447, 0.04518480971455574, -0.04045671224594116, -0.045209359377622604, 0.03058657795190811, -0.004934303928166628, -0.026931967586278915, 0.012531496584415436, 0.0045969500206410885, -0.01696726493537426, -0.020521974191069603, 0.06324604153633118, 0.00474114203825593, -0.016690434888005257, -0.07322356849908829, 0.0322493240237236, 0.015948055312037468, 0.03378096595406532, -0.009308450855314732, -0.008453769609332085, -0.03358945995569229, 0.023175444453954697, 0.033993788063526154, 0.03167412057518959, -0.016555922105908394, 0.04371056705713272, -0.1587805151939392, 0.001641573035158217, 0.02364424429833889, 0.058812472969293594, -0.0301156435161829, 0.0199678186327219, 0.06806506961584091, 0.011910874396562576, 0.014146771281957626, -0.00773720582947135, 0.04030439630150795, 0.005472561810165644, 0.0401977114379406, -0.04189831018447876, -0.037250809371471405, 0.042180608958005905, 0.0005416369531303644, 0.0031272328924387693, -0.04602682963013649, -0.025800012052059174, -0.012567771598696709, -0.06632563471794128, -0.032662082463502884, -0.01996530033648014, -0.011476902291178703, -0.015270773321390152, 0.03224005177617073, 0.016811087727546692, 0.0805063396692276, -0.008531652390956879, 0.010351655073463917, 0.04507123678922653, -0.02507059834897518, -0.14127101004123688, 0.113804891705513, 0.05766255781054497, 0.04297567903995514, -0.050354473292827606, -0.012648205272853374, -0.016491124406456947, 0.10145565867424011, 0.008042337372899055, -0.020663660019636154, -0.03212912753224373, 0.022635051980614662, 0.03949638456106186, 0.004544124007225037, 0.016068626195192337, 0.010950240306556225, 0.03753899782896042, -0.058389779180288315, -0.012773322872817516, -0.01496773213148117, -0.01692286506295204, -0.01699826493859291, -0.0583188496530056, 0.027346989139914513, -0.0015052777016535401, 0.0840972438454628, 0.02101229690015316, 0.02750455215573311, 0.039725080132484436, -0.007657796610146761, 0.04512520879507065, 0.0015892849769443274, -0.05740859732031822, -0.03077940084040165, 0.0036243039648979902, 0.031910646706819534, -0.060459818691015244, 0.4621463716030121, -0.023641420528292656, -0.03652330860495567, 0.06301693618297577, 0.07081673294305801, -0.017163662239909172, -0.0013521764194592834, 0.02308208867907524, -0.05165562778711319, 0.030157852917909622, -0.02515968680381775, 0.013112171553075314, 0.03207727521657944, 0.038668159395456314, -0.03915724158287048, 0.030547302216291428, 0.004323166329413652, 0.00847654603421688, 0.012203524820506573, 0.01705828495323658, -0.011640206910669804, -0.020296311005949974, 0.0052684880793094635, 0.046821191906929016, 0.011755862273275852, -0.03317391127347946, -0.07445572316646576, -0.006000097841024399, 0.040408775210380554, 0.009200620464980602, 0.023504137992858887, 0.042556874454021454, -0.035498447716236115, -0.04514554888010025, -0.0006825409363955259, 0.027825504541397095, 0.03958599641919136, 0.012927207164466381, -0.019404809921979904, -0.007027433719485998, 0.022218432277441025, 0.0026672251988202333, 0.018842080608010292, 0.010400261729955673, -0.03318540006875992, -0.05653059110045433, 0.10921543091535568, 0.0475626103579998, -0.011979999020695686, -0.035695407539606094, -0.04612747207283974, 0.027435576543211937, 0.029256554320454597, 0.017118355259299278, -0.03212421387434006, 0.03581010922789574, 0.0029345510993152857, 0.08852384239435196, -0.00606819661334157, -0.0883011519908905, -0.027612188830971718, -0.003503737971186638, -0.0003749377210624516, -0.07591145485639572, 0.05275736376643181, 0.04760919511318207, -0.1012052595615387, -0.02752356417477131, 0.006592677906155586, 0.010015664622187614, -0.04385055974125862, -0.0353589728474617, 0.015802372246980667, -0.017788201570510864, 0.029320284724235535, 0.08908212929964066, -0.029035352170467377, -0.027118362486362457, -0.007530301343649626, 0.04552268981933594, 0.0008173485985025764, 0.009853798896074295, 0.01192571222782135, -0.01677687093615532, 0.01482405886054039, -0.005660401191562414, -0.06552858650684357, -0.048967596143484116, -0.021525686606764793, -0.025106661021709442, -0.009995773434638977, -0.05305566266179085, 0.018591035157442093, -0.061598457396030426, 0.09072805196046829, -0.026364773511886597, -0.022041931748390198, 0.0018714810721576214, -0.008667193353176117, -0.024183567613363266, -0.02582305669784546, -0.04681895300745964, 0.0077358148992061615, -0.05749114975333214, 0.018732337281107903, -0.06978052109479904, 0.04523080959916115, 0.04769749566912651, -0.04045459255576134, 0.10640063136816025, 0.050794683396816254, -0.05023517087101936, -0.036242108792066574, 0.03896847367286682, 0.03507579490542412, 0.02397165820002556, -0.015710920095443726, -0.009260538965463638, 0.03661434352397919, -0.011774892918765545, 0.013619444333016872, -0.022760627791285515, 0.0351296067237854, -0.043032582849264145, -0.32568714022636414, -0.003259828547015786, -0.06328833103179932, -0.0024498074781149626, 0.00884796492755413, -0.042058829218149185, 0.0036662386264652014, -0.025771230459213257, -0.04920726642012596, 0.02293350175023079, 0.05777961388230324, -0.04252536967396736, 0.010442778468132019, -0.06788554787635803, -0.00463460898026824, -0.005255506373941898, -0.028084425255656242, -0.02243463695049286, -0.04902970790863037, -0.01609666459262371, -0.007416417356580496, 0.004469334147870541, -0.02911539562046528, -0.09225742518901825, -0.015647685155272484, -0.05064726993441582, 0.0695229023694992, -0.007887431420385838, 0.08338579535484314, -0.018429173156619072, 0.040606703609228134, 0.025413518771529198, 0.03478292003273964, -0.12785020470619202, -0.0010290943318977952, 0.014985982328653336, 0.03740328177809715, -0.019885610789060593, 0.00856022909283638, -0.04937539994716644, -0.04886365309357643, 0.05403494834899902, -0.0672035664319992, -0.029516134411096573, -0.06659632176160812, 0.0016766063636168838, -0.024942871183156967, -0.02042204700410366, -0.027175940573215485, 0.07195580750703812, -0.0138616431504488, 0.013716270215809345, -0.003841989440843463, 0.017243243753910065, -0.009739057160913944, -0.04136360064148903, -0.08291532844305038, 0.013913864269852638, 0.019085081294178963, 0.0063646589405834675, 0.027173344045877457, 0.04764921963214874, 0.012174374423921108, -0.050739362835884094, 0.005191164556890726, 0.001260079792700708, -0.011925130151212215, -0.00017954770009964705, 0.04450230672955513, -0.024140499532222748, -0.0019196972716599703, 0.07369457185268402, -0.012712701223790646, -0.03176521137356758, 0.03629324957728386, 0.036900799721479416, 0.0018409880576655269, 0.052287738770246506, 0.022948550060391426, -0.021387536078691483, -0.0479862242937088, -0.037197135388851166, 0.021770864725112915, -0.030109215527772903, 0.003369869664311409, 0.02215142734348774, -0.04973801597952843, -0.05014479160308838, 0.025278808549046516, 0.011114649474620819, -0.03396865352988243, 0.011944383382797241, -0.021253861486911774, -0.049141936004161835, 0.08420594036579132, 0.008497726172208786, -0.20459440350532532, 0.023193227127194405, 0.09335692971944809, 0.03603663295507431, -0.0233970507979393, 0.02688279002904892, 0.029157795011997223, -0.08085691928863525, 0.02168278582394123, 0.009398315101861954, 0.019990067929029465, 0.014354693703353405, -0.013532462529838085, -0.02222750335931778, 0.04853720963001251, -0.007279702927917242, 0.07144613564014435, -0.020184729248285294, 0.004620969761162996, 0.002539851702749729, -0.005981233902275562, 0.008295404724776745, 0.1585698425769806, 0.007040475960820913, 0.021555645391345024, -0.010824435390532017, 0.012258979491889477, 0.03021104820072651, 0.06264647841453552, 0.023123282939195633, 0.029574653133749962, -0.015291145071387291, 0.055035870522260666, 0.00908329151570797, 0.02228199876844883, -0.07324646413326263, -0.026076441630721092, 0.01428079791367054, 0.014123518019914627, 0.01636667549610138, 0.030022773891687393, 0.005349589977413416, -0.018109625205397606, 0.06014251336455345, 0.0870714783668518, 0.007464219816029072, -0.008572094142436981, -0.020157884806394577, -0.05180663615465164, -0.021997077390551567, -0.03835798799991608, -0.04760494455695152, 0.002186794066801667, 0.0007294107927009463, 0.021681590005755424, 0.054203640669584274, 0.024625113233923912, -0.034176912158727646, -0.03299955651164055, 0.009065620601177216, -0.011198568157851696, 0.0035522005055099726, 0.10487011820077896, 0.04186223819851875, 0.03673379868268967 ]
[ -0.02198539301753044, 0.004838536027818918, -0.004342364612966776, -0.0008502867422066629, 0.005237800069153309, -0.02059386670589447, 0.018601901829242706, 0.02000431716442108, -0.027815690264105797, -0.007355697453022003, -0.004311562981456518, 0.038335371762514114, 0.02308475412428379, -0.033338289707899094, 0.03711709752678871, 0.007773458957672119, -0.0030303169041872025, -0.01988787204027176, 0.04105554148554802, 0.01286952942609787, -0.0225260891020298, 0.04674920067191124, -0.018032781779766083, -0.0075805108062922955, -0.012946647591888905, 0.03172854706645012, 0.014438786543905735, -0.014109441079199314, 0.01668776385486126, -0.10643912851810455, -0.017962371930480003, 0.003974077757447958, -0.0018473557429388165, -0.00003228097557439469, 0.006434399168938398, 0.012758300639688969, 0.020324930548667908, -0.005955162923783064, -0.023684868589043617, -0.025960249826312065, -0.043379999697208405, -0.015606197528541088, -0.007243276573717594, 0.012659975327551365, -0.02118247002363205, 0.025791751220822334, -0.0024570527020841837, -0.05046457424759865, -0.012529653497040272, -0.03551080822944641, -0.04563354700803757, -0.04203877970576286, -0.025681613013148308, -0.00787235889583826, 0.0196648258715868, 0.014003352262079716, 0.030891241505742073, -0.0018557292642071843, -0.015578638762235641, -0.03318464010953903, 0.0073939356952905655, -0.04306252673268318, -0.04504571482539177, -0.020647358149290085, 0.023061832413077354, 0.016982868313789368, -0.02741246297955513, -0.008038708940148354, -0.043691687285900116, 0.01320586260408163, 0.0007908045663498342, -0.0017758714966475964, -0.014294708147644997, -0.03418466076254845, 0.03440439701080322, 0.006157518830150366, 0.018336504697799683, -0.025581801310181618, 0.02733464725315571, -0.02515953779220581, -0.04819434881210327, 0.027893060818314552, 0.0012717973440885544, -0.010080366395413876, -0.011673908680677414, 0.005990926176309586, 0.020782696083188057, -0.002789021236822009, 0.017122115939855576, 0.020539315417408943, -0.01902659237384796, 0.024951662868261337, -0.01951964944601059, 0.00505997845903039, -0.06815115362405777, 0.0009280528174713254, -0.010459120385348797, -0.03319818899035454, -0.009166080504655838, 0.8588838577270508, -0.0160828810185194, 0.015244564972817898, 0.044841378927230835, 0.006740074139088392, 0.003955090418457985, 0.00378905376419425, 0.0005846264539286494, 0.0014738427707925439, -0.0034387714695185423, -0.04988185688853264, -0.002652004361152649, 0.024016179144382477, 0.039513424038887024, 0.004810787737369537, 0.02295016683638096, 0.015578220598399639, 0.00738852983340621, -0.003454890800639987, -0.02345140278339386, 0.011393764987587929, -0.006460967473685741, 0.020294707268476486, -0.003076805267482996, -0.009362501092255116, -0.012288753874599934, -0.2052423357963562, -0.022556599229574203, -9.098845696930775e-33, 0.01344358455389738, -0.002840970177203417, -0.006154435686767101, 0.023127475753426552, 0.027765288949012756, -0.017470067366957664, 0.0427163727581501, 0.03547677770256996, 0.017448920756578445, -0.009293964132666588, -0.002704140730202198, -0.027235200628638268, -0.011267551220953465, -0.0040597375482320786, 0.03474939987063408, -0.010507575236260891, 0.002241697395220399, 0.04192681983113289, -0.018497273325920105, 0.013778719119727612, 0.028114574030041695, 0.013207546435296535, -0.01086401380598545, -0.0041429935954511166, 0.03800619766116142, 0.0371389277279377, 0.029100941494107246, 0.03542453423142433, -0.0069845994003117085, -0.05443527549505234, -0.015970241278409958, 0.029530519619584084, -0.017147809267044067, -0.012487499043345451, 0.012546641752123833, -0.04956846684217453, -0.04702256992459297, -0.012339693494141102, -0.011283621191978455, -0.025081593543291092, -0.035594236105680466, 0.027854830026626587, -0.0423072874546051, 0.0004921319778077304, 0.0026306298095732927, -0.001293397624976933, 0.025497375056147575, 0.043313540518283844, 0.02572537772357464, -0.02123347483575344, 0.013270256109535694, 0.0196541715413332, 0.0042523774318397045, 0.03814051300287247, -0.021152295172214508, -0.0011101627023890615, -0.00608197832480073, 0.00432359054684639, 0.011947189457714558, 0.01559201255440712, 0.006061455234885216, 0.002124386141076684, -0.012120912782847881, 0.016479909420013428, -0.011531069874763489, -0.00009786041482584551, 0.019689783453941345, 0.008160139434039593, 0.013901684433221817, 0.008862110786139965, -0.03506215661764145, -0.019138088449835777, -0.02639268897473812, -0.005151089746505022, -0.01365565788000822, -0.014502731151878834, -0.003621384035795927, 0.0213590320199728, -0.030383439734578133, 0.03853587433695793, 0.00983717292547226, 0.03275305777788162, 0.009801049716770649, -0.05624517798423767, 0.011308316141366959, 0.03882407769560814, 0.02666287124156952, -0.03820588439702988, -0.01606212928891182, 0.033816512674093246, 0.02297733537852764, -0.01722542755305767, -0.01558507326990366, 0.008369650691747665, -0.02897224761545658, 8.825870929414885e-33, 0.009704324416816235, -0.061820920556783676, 0.0004084457759745419, -0.0035018674097955227, 0.03797294199466705, 0.0015450399369001389, 0.012624369002878666, -0.015758568421006203, -0.051688894629478455, 0.02315906621515751, 0.01212068647146225, 0.0027460865676403046, -0.01213846355676651, 0.007903898134827614, 0.04143894091248512, -0.019509578123688698, 0.03119710646569729, -0.049068037420511246, 0.03690180554986, -0.006945905741304159, 0.0158890038728714, 0.007755163125693798, -0.0023273518308997154, -0.010238307528197765, 0.018859535455703735, 0.05050862208008766, -0.03904305398464203, 0.023478081449866295, 0.005263968370854855, -0.01187277864664793, -0.0013988384744152427, -0.026929743587970734, 0.02128705196082592, 0.0330582931637764, 0.010646802373230457, 0.014277733862400055, -0.026070212945342064, -0.007687394041568041, 0.0017751193372532725, 0.016494927927851677, 0.0280955471098423, 0.00011986760364379734, -0.0003820494457613677, 0.019222505390644073, -0.002371977549046278, -0.01875247247517109, -0.0163109190762043, -0.020506106317043304, -0.04350713640451431, -0.01674834080040455, 0.014082041569054127, 0.017489545047283173, 0.02168681100010872, 0.009320659562945366, 0.002069337060675025, -0.013684693723917007, 0.002833229023963213, -0.006279638968408108, 0.024830780923366547, 0.0063565317541360855, 0.01013690885156393, -0.014392973855137825, 0.010674727149307728, 0.011022351682186127, -0.03748125955462456, -0.00860500056296587, 0.010448516346514225, -0.017878202721476555, -0.001416836865246296, -0.023643232882022858, -0.04444558918476105, 0.028462691232562065, -0.002899418817833066, 0.041682444512844086, -0.01860874705016613, -0.030783291906118393, -0.0029573719948530197, -0.004504350945353508, -0.023060329258441925, -0.00806104950606823, 0.0008031888864934444, 0.00703859468922019, 0.013883236795663834, 0.006000806111842394, -0.001859111594967544, 0.017344461753964424, -0.023231787607073784, -0.006662324070930481, -0.01095999963581562, -0.02423754148185253, -0.027023209258913994, -0.01250667404383421, 0.014845863915979862, 0.0124198067933321, -0.0019669767934828997, -1.4078712418097439e-8, -0.024200033396482468, 0.019147025421261787, -0.000012046477422700264, -0.01445851381868124, 0.015888245776295662, -0.0015197298489511013, -0.006692276336252689, 0.026342401280999184, -0.016425739973783493, 0.024355573579669, 0.05801628902554512, -0.036665063351392746, -0.013535724952816963, 0.018973860889673233, 0.013840141706168652, -0.06422757357358932, -0.01664065010845661, 0.004281430505216122, 0.023128019645810127, -0.014811892993748188, 0.04438558220863342, 0.062360163778066635, 0.00024907520855776966, 0.009765997529029846, 0.023570159450173378, 0.017291849479079247, 0.012999729253351688, -0.07793597877025604, 0.00811387225985527, 0.02258375473320484, -0.02179618552327156, -0.04492136090993881, 0.003322603413835168, 0.0274583138525486, -0.002398384502157569, -0.014411261305212975, 0.030290549620985985, 0.037831392139196396, -0.0028459453023970127, 0.0036681084893643856, -0.006406038533896208, 0.018197018653154373, -0.013016263023018837, -0.022769296541810036, -0.011698491871356964, 0.007496370933949947, -0.02546948753297329, 0.013855463825166225, 0.018371984362602234, -0.003117075888440013, 0.03203558549284935, 0.004761307965964079, 0.04834683984518051, 0.026035655289888382, -0.002498399931937456, -0.002695008646696806, 0.021842779591679573, -0.033994417637586594, -0.03254399076104164, 0.0027542838361114264, 0.015956705436110497, 0.01959371566772461, -0.006557253189384937, -0.009470176883041859 ]
97-things-every-software-architect-should-know-book-review
https://markhneedham.com/blog/2009/05/18/97-things-every-software-architect-should-know-book-review
false
2009-05-11 23:54:12
Tackling the risk early on at a task level
[ "risk" ]
[ "Software Development" ]
I http://www.markhneedham.com/blog/2008/11/10/agile-putting-the-risk-up-front/[wrote previously about the idea of tackling the risky tasks in a project early on] - an idea that I learnt about when reading Alistair Cockburn's http://www.markhneedham.com/blog/2008/11/05/crystal-clear-book-review/[Crystal Clear]. Towards the end of the post I wondered whether we could apply this idea at a story level whereby we would identify the potentially risky parts of a story and make sure that we addressed those risks before they became problematic to us. I define risk in this sense to mean something that we don't know a lot about and therefore don't know how long it is going to take, something which we think might be difficult to do or something which is likely to cause us problems. From my experience I've noticed that there tends to be risk around any boundaries with other systems which are likely to be a black box to us and in areas which we lack information about the best approach and therefore need to do some research/spiking first. I've been trying to apply this approach and in a recent example my pair and I needed to fix a bug whereby some values on the website weren't being correctly updated when the user changed a value in a particular field. We started by informally working out the different changes we might need to make in order to fix this problem: * Javascript to handle the page refreshing with the new values * C# mapping data from service into JSON object * Service call to get back the new values We had quite a tight timeframe to make this fix and it seemed clear that the call to the service was probably the biggest area of risk in fixing this bug - we had done some investigation which indicated that we hadn't been sending a particular piece of data to the service and we weren't sure what would happen when we did. As it turned out when we did pass this data we weren't quite getting the response that we expected but we were able to communicate with the other team and get the problem resolved really quickly. The only thing I would have changed about our approach to this problem was that we tested whether or not the service was working by making a call to it through the UI having ensured that we were passing the correct data through to it. We would have been able to find out whether our integration was working much more quickly if we had just written an automated test directly hitting the service and made some assertions on the results. This only became apparent to me while watching an http://railsconf.blip.tv/file/2089545/[Uncle Bob presentation which included a section about the value of testing].
null
null
[ 0.013002905994653702, -0.0003163002256769687, -0.013108879327774048, 0.04661000892519951, 0.08634304255247116, 0.011427582241594791, 0.030152538791298866, 0.037328269332647324, 0.029175415635108948, -0.029526369646191597, -0.027019046247005463, 0.00157125573605299, -0.06131763756275177, -0.0014042028924450278, -0.04328042268753052, 0.06974533200263977, 0.07410313189029694, 0.007005339488387108, 0.02049414999783039, 0.0011438059154897928, 0.0023032270837575197, 0.09118367731571198, 0.00798021350055933, 0.027907568961381912, 0.04880552738904953, 0.010556361638009548, 0.0023572961799800396, -0.0027394974604249, -0.06511355936527252, -0.014110215939581394, 0.04298640787601471, 0.011317663826048374, -0.011914296075701714, 0.012028769589960575, 0.016646310687065125, -0.0014569273917004466, -0.021351784467697144, 0.02266617678105831, -0.011280421167612076, 0.0006577493622899055, -0.06995508819818497, 0.046977877616882324, -0.02373601123690605, -0.000055930398957571015, -0.033869631588459015, -0.004180644638836384, -0.020302938297390938, -0.003422778332605958, -0.006697496399283409, -0.012027381919324398, -0.06360769271850586, 0.02994603104889393, -0.015320858918130398, -0.010213508270680904, -0.001738120918162167, 0.04501432925462723, 0.010876975022256374, -0.04704435169696808, 0.0035237225238233805, -0.049062132835388184, -0.012517860159277916, -0.008513660170137882, 0.0031209189910441637, 0.0382477268576622, 0.03052355907857418, -0.01012402679771185, -0.009394081309437752, 0.053046587854623795, -0.03080250322818756, 0.007220934610813856, -0.013783521018922329, 0.012632199563086033, -0.018513938412070274, -0.012154282070696354, -0.017453044652938843, -0.06621083617210388, -0.013984670862555504, 0.06501561403274536, -0.01279373001307249, 0.04084356129169464, -0.005894532892853022, 0.020116811618208885, 0.022776462137699127, 0.0070353406481444836, -0.01618291065096855, -0.060020774602890015, 0.0075547662563622, -0.014722160063683987, -0.04993389546871185, 0.06436026096343994, 0.04658219963312149, -0.05126781016588211, 0.021941490471363068, 0.038276366889476776, 0.009564487263560295, 0.02095990814268589, 0.02414465881884098, 0.012804390862584114, -0.023132674396038055, -0.018893683329224586, -0.03786977380514145, 0.0042777881026268005, -0.0013462686911225319, 0.017654137685894966, -0.08844607323408127, -0.010057004168629646, -0.0036700882483273745, -0.023236453533172607, -0.00797331053763628, -0.002297015627846122, -0.030182935297489166, 0.019327614456415176, -0.028560373932123184, 0.0003098309098277241, -0.0841757133603096, 0.08250278234481812, 0.03123469464480877, -0.02690562978386879, 0.008943656459450722, 0.003103878814727068, 0.035548314452171326, -0.006842592731118202, -0.039605941623449326, 0.07050314545631409, 0.01853518933057785, 0.025616493076086044, -0.03002799302339554, 0.047970667481422424, 0.004124461207538843, -0.06294352561235428, -0.013177257962524891, 0.06512198597192764, -0.03895355388522148, -0.010932879522442818, 0.000848282128572464, -0.005476069170981646, 0.0019748001359403133, 0.004137211013585329, 0.037369854748249054, 0.0338943712413311, 0.002783149015158415, -0.03984915465116501, -0.00427735410630703, 0.024184759706258774, 0.036648452281951904, 0.011218682862818241, 0.0031151811126619577, -0.02341114729642868, -0.048816926777362823, 0.013007326051592827, 0.01564924418926239, -0.004151445813477039, 0.043032072484493256, -0.017335180193185806, 0.002613658783957362, 0.07849998027086258, 0.04422220215201378, 0.02095714956521988, -0.007827874273061752, 0.02958380989730358, 0.03892585262656212, 0.02444322034716606, 0.019530361518263817, -0.003937058616429567, 0.016016313806176186, -0.016002608463168144, -0.008075740188360214, 0.03697038069367409, 0.01571791246533394, -0.0031368674244731665, -0.07135219871997833, -0.04923481494188309, 0.05264752730727196, -0.0435231514275074, -0.007170066703110933, 0.057357899844646454, 0.0819828137755394, 0.03403906524181366, 0.03052579052746296, 0.01938326470553875, -0.08474604785442352, 0.018298611044883728, 0.029947401955723763, 0.015375439077615738, 0.0195534098893404, -0.005284105893224478, 0.04865257441997528, 0.045821256935596466, 0.012937448918819427, 0.043185316026210785, -0.0916583463549614, -0.09728986024856567, -0.035824116319417953, -0.019999200478196144, 0.04691164568066597, -0.05932836979627609, 0.01920512691140175, 0.08768053352832794, 0.020219342783093452, 0.05483071878552437, 0.02751040831208229, 0.0009179709595628083, 0.007692921906709671, -0.049112215638160706, -0.03843351826071739, 0.055038563907146454, 0.050509121268987656, 0.009638711810112, -0.05171987786889076, 0.025328656658530235, -0.024731941521167755, -0.0054120090790092945, 0.04063817113637924, -0.01289557944983244, 0.04029810056090355, -0.005886158440262079, 0.07041521370410919, -0.03100922890007496, 0.06111033260822296, -0.051382943987846375, 0.017196359112858772, -0.0003301689284853637, -0.0052768574096262455, 0.003337774658575654, 0.006161173805594444, 0.11399439722299576, 0.070870541036129, -0.02926257625222206, -0.052340198308229446, 0.010524841025471687, 0.0115479975938797, -0.04947126656770706, -0.005092769395560026, -0.017177624627947807, 0.017872342839837074, 0.005603010766208172, -0.06729286164045334, -0.035800062119960785, 0.014993255026638508, -0.04429157078266144, 0.022178733721375465, 0.056211572140455246, -0.013930530287325382, 0.0643460750579834, 0.0022461414337158203, -0.006592398043721914, -0.01543702743947506, -0.021017665043473244, -0.05542861297726631, -0.0032782277557998896, 0.0022504928056150675, -0.013847879134118557, 0.047049954533576965, -0.03511185199022293, -0.039119377732276917, -0.020949481055140495, -0.03893755376338959, 0.018800199031829834, 0.04136127233505249, 0.07145831733942032, -0.008864671923220158, 0.06984550505876541, -0.012890465557575226, 0.01578756608068943, 0.008103867992758751, -0.035604219883680344, -0.03640321269631386, -0.04286188259720802, 0.00704054394736886, 0.03972100466489792, 0.018624555319547653, 0.008651623502373695, 0.023936698213219643, 0.031199496239423752, -0.0033304444514214993, -0.010159214958548546, 0.046472299844026566, 0.01964355818927288, -0.02529021166265011, 0.0024654860608279705, -0.011746191419661045, 0.058209728449583054, -0.029370343312621117, -0.030709920451045036, 0.021577084437012672, -0.08379103243350983, 0.03755577281117439, -0.06594924628734589, -0.05375296249985695, 0.004586468916386366, 0.0019456499721854925, 0.025899073109030724, 0.02651412971317768, 0.011135696433484554, 0.05013580247759819, -0.00582141662016511, -0.0075277769938111305, 0.01754864491522312, -0.012501225806772709, 0.04321416839957237, 0.001062059891410172, -0.012806071899831295, 0.06070483848452568, -0.013737807050347328, 0.015434077940881252, -0.07039480656385422, 0.04235955327749252, -0.04281441122293472, -0.2868727445602417, 0.01123045850545168, 0.023526933044195175, -0.0319337360560894, 0.021123670041561127, 0.012384078465402126, 0.017828959971666336, -0.05355417728424072, -0.012412781827151775, 0.030301952734589577, -0.018197935074567795, -0.05626663193106651, -0.001459348713979125, 0.024924665689468384, 0.012058259919285774, 0.016771728172898293, 0.033084701746702194, -0.02392243966460228, 0.0023500786628574133, 0.028261352330446243, -0.009272826835513115, -0.06885058432817459, 0.002908590016886592, 0.04351450875401497, 0.04178379476070404, 0.05594037473201752, -0.05573255568742752, 0.049869392067193985, -0.03620024025440216, -0.012500542216002941, 0.04043801501393318, -0.00840847846120596, 0.020209116861224174, -0.03905963897705078, -0.0005127487238496542, -0.016302697360515594, 0.02921714261174202, 0.01569392904639244, -0.00926237367093563, -0.005111777223646641, -0.010220841504633427, -0.046577468514442444, -0.0035496321506798267, 0.01624881848692894, 0.07617629319429398, -0.019471947103738785, -0.06967650353908539, 0.004850917961448431, -0.03531176969408989, 0.08680813014507294, -0.01697171851992607, -0.019086889922618866, -0.017298366874456406, 0.046366918832063675, -0.009890440851449966, -0.007274014875292778, -0.011623037047684193, -0.014592902734875679, -0.04591912776231766, -0.013950358144938946, -0.0050247968174517155, -0.029832234606146812, -0.012658094987273216, -0.03939739614725113, -0.006114184390753508, -0.06849516183137894, -0.05291413143277168, -0.020944425836205482, 0.06820224225521088, -0.010616804473102093, -0.02479090355336666, 0.022290311753749847, 0.019128194078803062, -0.11607629805803299, 0.006320395041257143, -0.01553560420870781, -0.00940768327564001, -0.003064453834667802, 0.007418941706418991, 0.030307214707136154, -0.037950776517391205, -0.06593117117881775, 0.01760254241526127, 0.0057446835562586784, 0.01812785677611828, -0.01765541546046734, 0.05046141520142555, 0.03592671826481819, -0.046185340732336044, 0.007262430153787136, 0.0800023227930069, 0.010051313787698746, -0.015527844429016113, -0.007278980687260628, 0.012379257008433342, 0.026220597326755524, -0.0019830958917737007, -0.027350841090083122, -0.0014312491985037923, 0.022716578096151352, 0.007796329911798239, -0.058446113020181656, 0.02026977576315403, -0.05391300469636917, -0.023516112938523293, -0.002297749510034919, -0.04700770601630211, 0.018867874518036842, 0.02574157528579235, 0.010876664891839027, 0.015263734385371208, -0.03121699020266533, 0.005349206738173962, -0.05084166303277016, -0.04166029766201973, -0.004397714510560036, 0.012660861946642399, 0.03269783407449722, -0.016334861516952515, -0.017609337344765663, -0.04878377541899681, 0.014486701227724552, 0.015275347977876663, -0.007343577686697245, -0.06246192380785942, -0.03395198658108711, -0.008073439821600914, -0.0030575315468013287, 0.020207423716783524, 0.021804869174957275, -0.012881290167570114, 0.02322840504348278, 0.019760869443416595, -0.029679222032427788, 0.0039518666453659534, -0.02723768912255764, -0.07434247434139252, -0.024044256657361984, -0.004924269393086433, -0.001807606196962297, -0.005372213665395975, 0.023294907063245773, 0.007537795230746269, 0.009643984027206898, 0.041099172085523605, 0.007184332236647606, 0.0165723729878664, -0.014957095496356487, 0.03469778224825859, 0.019976453855633736, -0.027538610622286797, -0.062004972249269485, 0.029374204576015472, -0.03444850817322731, -0.036709483712911606, -0.00354167097248137, 0.03021647036075592, -0.02979442849755287, -0.04940440133213997, -0.01583814062178135, -0.004482032265514135, -0.07007227092981339, -0.038497645407915115, -0.03065776824951172, 0.028345342725515366, 0.05212920159101486, -0.03781156241893768, 0.009444443508982658, -0.008197424933314323, -0.002604893408715725, 0.010525607503950596, 0.001758264028467238, -0.04714135825634003, 0.01237448025494814, -0.0023285222705453634, 0.010390626266598701, -0.0014538996620103717, -0.015755154192447662, 0.029366599395871162, 0.0035195238888263702, 0.019288700073957443, 0.00029736754368059337, -0.0006601233617402613, 0.01680663414299488, 0.05165954306721687, 0.03794049099087715, -0.0013599965022876859, -0.0015737387584522367, -0.015262573026120663, -0.0341251865029335, -0.04836215451359749, -0.004021076485514641, -0.0026304954662919044, 0.018659254536032677, -0.01638796553015709, -0.073367178440094, 0.047711532562971115, -0.006096294615417719, 0.03006742149591446, 0.018805790692567825, 0.004061776213347912, 0.0075453342869877815, -0.01571516878902912, 0.03292633965611458, 0.032489076256752014, -0.07231790572404861, -0.007690238766372204, 0.0063832285813987255, -0.006468025967478752, 0.011650127358734608, 0.0021239325869828463, -0.025378162041306496, -0.027587000280618668, -0.038404256105422974, 0.002689430955797434, -0.06815037876367569, -0.04006536304950714, -0.023159965872764587, 0.012087018229067326, -0.013684673234820366, -0.001965555129572749, -0.034325070679187775, 0.0028352972585707903, -0.01425471156835556, -0.017586102709174156, 0.010507813654839993, -0.03770723193883896, -0.008069988340139389, 0.036781031638383865, -0.030589809641242027, -0.004227751400321722, -0.030503515154123306, 0.018900064751505852, 0.00960596278309822, -0.03828050568699837, 0.0043184636160731316, -0.04838322475552559, -0.015160434879362583, 0.014547199942171574, 0.04930404946208, -0.02074027992784977, -0.018503503873944283, -0.022159505635499954, -0.012761121615767479, -0.02390136756002903, 0.008013373240828514, -0.02027997002005577, -0.0041787996888160706, 0.035814184695482254, 0.06663508713245392, 0.025568202137947083, 0.02726798690855503, 0.003483543870970607, -0.013322874903678894, 0.0653214380145073, -0.06628172099590302, -0.01703498698771, -0.043161261826753616, -0.06053049862384796, -0.004618257749825716, 0.010353312827646732, 0.0072179618291556835, -0.057860568165779114, 0.033215079456567764, 0.035946160554885864, 0.049147799611091614, 0.034976206719875336, 0.008962427265942097, 0.030274702236056328, -0.0537138432264328, 0.004504316486418247, -0.08013864606618881, 0.01013665646314621, 0.022994522005319595, -0.01140569057315588, -0.010881999507546425, 0.00012937531573697925, -0.034031108021736145, 0.04031072556972504, -0.07787150889635086, -0.02743198536336422, 0.04808641970157623, 0.0015485541662201285, -0.03866085410118103, 0.015760665759444237, -0.06749329715967178, 0.025537168607115746, 0.029849616810679436, -0.04685676097869873, -0.023318249732255936, -0.017305899411439896, 0.06722746044397354, 0.0017623143503442407, 0.03429826349020004, -0.0566621869802475, -0.0013526524417102337, 0.07965674996376038, 0.010771109722554684, -0.004621796775609255, 0.054127857089042664, -0.010823840275406837, 0.027440693229436874, 0.025885041803121567, -0.003996055573225021, 0.001971221063286066, 0.0054948762990534306, -0.0001284562749788165, -0.06460626423358917, 0.04502672702074051, -0.00022926725796423852, -0.028170285746455193, -0.037609584629535675, 0.06996719539165497, 0.014923909679055214, -0.03782767057418823, -0.04971194639801979, 0.005990354344248772, -0.07132019102573395, -0.01607893593609333, 0.0018769499147310853, -0.00549777178093791, -0.04441374912858009, 0.05262864753603935, -0.005717012099921703, -0.00147400819696486, 0.07357621937990189, -0.002807823708280921, 0.01151370070874691, -0.002918686717748642, 0.07915876060724258, 0.0705396756529808, 0.07980118691921234, 0.007705999072641134, 0.07518870383501053, -0.03133973851799965, -0.05332200229167938, 0.005074883811175823, -0.026437319815158844, -0.03646566718816757, -0.019311251118779182, 0.0233432836830616, 0.048091527074575424, -0.009323925711214542, 0.061191391199827194, -0.009233850054442883, -0.019622527062892914, -0.006866491865366697, 0.03952425718307495, 0.020976144820451736, 0.05934123322367668, 0.0030456853564828634, 0.01363262441009283, 0.006011925172060728, -0.03692599758505821, 0.0294362660497427, -0.027472015470266342, -0.021462081000208855, 0.028004711493849754, -0.004531869664788246, 0.01670766808092594, 0.0005771238938905299, 0.021055566146969795, 0.07851791381835938, -0.039409782737493515, 0.003931337967514992, -0.021826893091201782, 0.045532986521720886, -0.007805481553077698, 0.03360189497470856, -0.009152292273938656, -0.016962245106697083, -0.003639434464275837, -0.021583307534456253, -0.033615294843912125, -0.030386142432689667, -0.043195586651563644, 0.053590234369039536, -0.037626054137945175, 0.014746591448783875, 0.04258045181632042, -0.02200978994369507, -0.024421678856015205, -0.05643005296587944, -0.0536687932908535, -0.03431393578648567, -0.053643256425857544, -0.023917710408568382, 0.03247072920203209, -0.011018253862857819, -0.021314943209290504, 0.012381148524582386, -0.021028688177466393, -0.030296487733721733, 0.043061815202236176, -0.05311226472258568, -0.02604285441339016, 0.030478108674287796, 0.011536456644535065, 0.02138235606253147, 0.00018730164447333664, 0.050406564027071, -0.0124060595408082, -0.007111973594874144, -0.022094283252954483, 0.006054056342691183, 0.046054162085056305, 0.01849125325679779, 0.01965334080159664, -0.06391279399394989, 0.00954325869679451, 0.03159630298614502, -0.012677062302827835, -0.06402399390935898, 0.02344801276922226, 0.006411695387214422, -0.03081200085580349, 0.06122017651796341, -0.010251212865114212, -0.009831859730184078, -0.03539805859327316, -0.027263037860393524, -0.009137600660324097, 0.022561360150575638, 0.033727966248989105, -0.033147744834423065, 0.07899226248264313, 0.028788642957806587, -0.011634997092187405, -0.02359299547970295, 0.008758787997066975, 0.010006607510149479, 0.0037689805030822754, -0.006233729887753725, -0.02736005000770092, -0.02956083044409752, -0.0668204054236412, -0.02131832204759121, 0.01052260585129261, -0.01587511971592903, -0.025267070159316063, 0.03420945629477501, 0.026383860036730766, -0.033997613936662674, 0.03294813260436058, -0.043630894273519516, 0.03786709904670715, -0.016675107181072235, -0.01825954020023346, -0.005496099591255188, 0.027563132345676422, 0.011094685643911362, -0.008681870065629482, 0.013770553283393383, -0.05020920932292938, 0.016177259385585785, -0.001729228300973773, 0.008911141194403172, 0.03916965052485466, -0.0008907827432267368, 0.0032753036357462406 ]
[ -0.0763324648141861, -0.009045866318047047, -0.01922164112329483, -0.024929655715823174, 0.031839001923799515, -0.03140588477253914, 0.011636669747531414, 0.03788360580801964, -0.00024578787270002067, -0.01889623887836933, 0.00876243133097887, 0.0040389159694314, 0.0025358786806464195, -0.00519615039229393, 0.06580530107021332, 0.04632032290101051, -0.015552777796983719, -0.08943584561347961, -0.01912245713174343, 0.06252904236316681, 0.004283929243683815, -0.031518034636974335, -0.030237900093197823, -0.021283000707626343, 0.01799296773970127, 0.018864845857024193, 0.012404020875692368, -0.028321141377091408, 0.003289842512458563, -0.1714610606431961, 0.005701078567653894, 0.013704165816307068, 0.021730151027441025, -0.038327015936374664, 0.017225507646799088, 0.06632616370916367, 0.013116689398884773, 0.045808542519807816, 0.03472616523504257, 0.048514947295188904, 0.02887766808271408, 0.019099518656730652, -0.06172513961791992, -0.016621645539999008, 0.013245589099824429, -0.01021080557256937, 0.026920752599835396, -0.04660582169890404, -0.015021342784166336, 0.009347332641482353, -0.059461016207933426, -0.042903970927000046, -0.02357718162238598, -0.014095226302742958, -0.00929061509668827, 0.018469853326678276, 0.02730674296617508, 0.0705898255109787, -0.010248241014778614, 0.06513737142086029, 0.006877610459923744, -0.04913255199790001, -0.14205777645111084, 0.07156916707754135, 0.05335492268204689, 0.06981231272220612, -0.05699770152568817, 0.0000981032571871765, -0.011202426627278328, 0.08072245866060257, 0.013066558167338371, -0.011959981173276901, -0.018099691718816757, 0.05635358765721321, 0.02240869216620922, 0.030938711017370224, 0.01156578678637743, -0.0008441505488008261, 0.020037004724144936, -0.037861041724681854, -0.019761379808187485, -0.011216089129447937, -0.01183695811778307, -0.001559313153848052, -0.06279830634593964, 0.000993191497400403, 0.004291636869311333, 0.04392368346452713, 0.040386371314525604, 0.03163027763366699, 0.058815937489271164, -0.009412314742803574, 0.030035922303795815, 0.009551567025482655, -0.08710344135761261, -0.014136145822703838, 0.0010572008322924376, 0.009860467165708542, -0.06473276764154434, 0.419252872467041, -0.019428743049502373, -0.007978624664247036, 0.06990525126457214, 0.057074252516031265, -0.017010757699608803, -0.01393840741366148, 0.014445383101701736, -0.05017542839050293, 0.03211217001080513, -0.02718196250498295, 0.04170501232147217, 0.023532383143901825, 0.051100801676511765, -0.030111171305179596, -0.012067379429936409, 0.05280723050236702, 0.0015107644721865654, 0.006887662224471569, -0.016909213736653328, -0.02949712425470352, -0.012561311013996601, 0.02321208082139492, 0.0536021813750267, 0.011648355051875114, -0.038452260196208954, 0.009252909570932388, 0.062892384827137, 0.0671205073595047, 0.022265352308750153, -0.015946228057146072, 0.047462258487939835, -0.06803866475820541, -0.059034980833530426, 0.0014688721857964993, -0.0011823500972241163, 0.010743931867182255, 0.014630511403083801, -0.014212112873792648, 0.012184557504951954, 0.04544202238321304, 0.0008339395863004029, -0.008546902798116207, -0.015737591311335564, -0.018546514213085175, -0.046967972069978714, 0.10136642307043076, 0.051112446933984756, -0.025200344622135162, -0.0061643547378480434, -0.04348791018128395, 0.007390471640974283, 0.04285327345132828, -0.0018228575354442, -0.03720759227871895, 0.030396707355976105, -0.0003637368499767035, 0.08621621876955032, -0.004848212003707886, -0.039769865572452545, 0.007207403425127268, -0.031715236604213715, -0.029453782364726067, -0.05568942055106163, 0.045829735696315765, 0.047272536903619766, -0.11750072985887527, -0.01839812844991684, -0.005177060142159462, 0.019713422283530235, -0.07169204950332642, -0.01706785149872303, 0.021823657676577568, -0.007557715754956007, -0.02270951122045517, 0.030829859897494316, -0.0064245667308568954, -0.03860265016555786, -0.0029781030025333166, 0.04367363080382347, 0.009557687677443027, 0.0018674751045182347, 0.010210761800408363, -0.031502459198236465, 0.014796031638979912, -0.037986502051353455, -0.07606302946805954, -0.03926264867186546, 0.009784436784684658, 0.00047737135901115835, -0.01033718604594469, -0.025941522791981697, -0.046507056802511215, -0.07155846059322357, 0.08370880037546158, -0.028922969475388527, -0.039170991629362106, 0.01216042134910822, -0.01595955528318882, -0.03451666235923767, -0.022234663367271423, -0.054767969995737076, 0.030686883255839348, -0.03132360428571701, 0.027744300663471222, -0.05290242284536362, 0.07661581039428711, 0.031550269573926926, -0.04528577998280525, 0.05582469701766968, 0.043681900948286057, -0.02065514214336872, -0.0312887579202652, 0.015256288461387157, 0.030496029183268547, 0.019498996436595917, 0.004877240397036076, -0.006796447094529867, 0.04537525773048401, -0.0008081585401669145, 0.02070676162838936, -0.004607076290994883, 0.016273899003863335, -0.001969459466636181, -0.3738482594490051, -0.05860361084342003, -0.032342925667762756, 0.005368981044739485, -0.024370795115828514, -0.02952166460454464, 0.006161578465253115, -0.029799407348036766, -0.054964058101177216, -0.018521161749958992, 0.09110933542251587, -0.04257848113775253, 0.0033567650243639946, -0.09110201150178909, 0.007004600949585438, -0.018471989780664444, -0.05736340954899788, -0.05737478658556938, -0.04680642485618591, 0.032466575503349304, -0.008636286482214928, 0.001045210170559585, -0.019578706473112106, -0.07251255214214325, -0.003652069950476289, -0.03711502254009247, 0.10565020889043808, -0.010072266682982445, 0.05747009068727493, -0.049086399376392365, 0.044420838356018066, 0.002018517581745982, 0.03571837395429611, -0.07597284764051437, 0.013373563066124916, -0.026774883270263672, 0.018975161015987396, -0.00011874768097186461, -0.02347247675061226, -0.03658481314778328, -0.060436002910137177, 0.013641650788486004, -0.06688467413187027, -0.03726012632250786, -0.06863187253475189, -0.010194940492510796, -0.03444226458668709, -0.0040430049411952496, -0.025717446580529213, 0.06907142698764801, 0.015816492959856987, 0.01913278177380562, 0.032009057700634, 0.02504049800336361, 0.00949895940721035, -0.026130642741918564, -0.08554963767528534, 0.03291051462292671, 0.007520755287259817, -0.012231138534843922, 0.02602287568151951, 0.07674338668584824, 0.06367053091526031, -0.04800312966108322, 0.015461710281670094, -0.013181503862142563, 0.023534558713436127, 0.0036342954263091087, 0.033015649765729904, -0.04357147589325905, -0.03636075183749199, 0.12017355114221573, -0.004595805425196886, -0.033102262765169144, 0.035299673676490784, 0.03746175393462181, -0.03755883872509003, -0.010015656240284443, 0.001908875536173582, 0.004154185298830271, 0.004516248591244221, -0.014671565964818, 0.04604259505867958, -0.013144262135028839, -0.012422378174960613, 0.022997846826910973, -0.03024997003376484, -0.03548594191670418, 0.035649873316287994, 0.006498668342828751, -0.020422739908099174, -0.03399434685707092, -0.04108298197388649, -0.05193008482456207, 0.08480604737997055, -0.005703932140022516, -0.23154889047145844, 0.009514980018138885, 0.06676425784826279, 0.05982338264584541, -0.0031073163263499737, 0.03133901208639145, 0.03703760728240013, -0.025164777413010597, 0.04288604110479355, 0.029660772532224655, 0.014776634983718395, 0.008342435583472252, 0.025579454377293587, -0.013561277650296688, 0.04400043562054634, -0.014059620909392834, 0.03950357809662819, -0.01843218319118023, 0.008601699024438858, -0.012833873741328716, 0.02906000427901745, 0.015124537982046604, 0.1753906011581421, 0.03070109337568283, -0.0034200728405267, 0.027242474257946014, 0.008382530882954597, 0.018416181206703186, 0.0638543888926506, 0.005443486385047436, 0.010402396321296692, -0.009095699526369572, 0.01932816579937935, 0.022064676508307457, 0.02501346357166767, -0.09954338520765305, -0.01561838947236538, 0.01875227876007557, 0.029185820370912552, -0.017720704898238182, 0.01731300912797451, 0.014353055506944656, 0.0036235505249351263, 0.03519672527909279, 0.09212476760149002, 0.008458258584141731, -0.010656744241714478, -0.052626680582761765, -0.03057650290429592, -0.010479127056896687, -0.028491618111729622, -0.06518659740686417, 0.01266142725944519, -0.025803005322813988, 0.006777826230973005, 0.0749567300081253, 0.025238988921046257, -0.011820156127214432, 0.003469752613455057, 0.0021191895939409733, 0.005288491491228342, -0.007814250886440277, 0.10351626574993134, -0.014945747330784798, 0.03743448853492737 ]
[ -0.015323683619499207, 0.0139457480981946, -0.006423583719879389, 0.009985032491385937, -0.0021420291159301996, 0.029661154374480247, 0.012831286527216434, 0.032460302114486694, -0.00780082680284977, -0.021651875227689743, -0.012278389185667038, 0.01660202071070671, 0.026903314515948296, -0.008089018985629082, 0.0070110284723341465, -0.020932365208864212, -0.008215301670134068, -0.014407032169401646, 0.019968552514910698, 0.020317308604717255, 0.0018511820817366242, 0.024688925594091415, -0.013190101832151413, -0.013398132286965847, -0.024350261315703392, -0.01709473319351673, -0.003052688902243972, 0.0015259087085723877, 0.011893738061189651, -0.13212938606739044, -0.02515336498618126, -0.039033129811286926, 0.004366863984614611, -0.013606865890324116, -0.010188167914748192, 0.007883217185735703, -0.007560345344245434, 0.015017621219158173, 0.022157395258545876, -0.0016609111335128546, -0.016837550327181816, 0.0012082492467015982, -0.014274561777710915, 0.03931104391813278, -0.011749077588319778, -0.022986391559243202, -0.010875911451876163, -0.042730748653411865, -0.04549531266093254, -0.01137196272611618, -0.036871228367090225, -0.0023034897167235613, 0.010519957169890404, 0.0032200568821281195, 0.004461284261196852, -0.01649005338549614, -0.024670055136084557, -0.017929058521986008, -0.01723567768931389, 0.0031951770652085543, 0.011219878681004047, -0.0010060241911560297, -0.02267126925289631, -0.017325395718216896, -0.013682596385478973, -0.011911083944141865, -0.009872120805084705, 0.02745979279279709, -0.0023478716611862183, -0.007212713360786438, 0.011935546062886715, 0.02403651736676693, -0.02295229583978653, -0.016097232699394226, -0.005801327060908079, 0.005817311815917492, 0.006449741777032614, -0.02339293621480465, 0.004368494730442762, -0.017829876393079758, -0.032228484749794006, 0.003356665140017867, 0.026032190769910812, 0.015005352906882763, 0.0044571030884981155, 0.027506286278367043, 0.0008158877026289701, -0.012016920372843742, 0.02075638249516487, 0.007943503558635712, -0.0018063342431560159, 0.0045968457125127316, -0.015787847340106964, 0.04741325601935387, -0.09285874664783478, -0.020920494571328163, -0.026425110176205635, -0.039894621819257736, -0.03178516775369644, 0.8587470650672913, -0.013867609202861786, 0.012464773841202259, 0.04590852931141853, 0.02357342466711998, 0.022372791543602943, -0.029285449534654617, -0.009891967289149761, 0.02389778383076191, -0.0005300575867295265, -0.011703865602612495, 0.04216437414288521, 0.0583077147603035, 0.025798024609684944, 0.03021470457315445, 0.011589695699512959, 0.026649346575140953, -0.021876733750104904, -0.03538638725876808, -0.02965964749455452, 0.030540475621819496, 0.05006447434425354, 0.015499507077038288, 0.014460301958024502, 0.001022059004753828, -0.006872253492474556, -0.1615423560142517, 0.062143370509147644, -8.44246875321481e-33, 0.05892135947942734, -0.012126294896006584, 0.002568041905760765, -0.00485666049644351, 0.013548300601541996, -0.00861290842294693, 0.012773340567946434, 0.005880700424313545, 0.013213858008384705, -0.030275782570242882, -0.011890794150531292, -0.008694298565387726, 0.01367095485329628, -0.04339827224612236, 0.017276735976338387, -0.013078424148261547, -0.01917337439954281, 0.029837260022759438, 0.0029254602268338203, 0.016013987362384796, 0.031165454536676407, 0.021678078919649124, 0.01655810885131359, 0.001795058255083859, -0.005853418726474047, 0.017850158736109734, 0.03156586363911629, 0.013510813005268574, 0.008798349648714066, -0.0406499020755291, -0.003946263343095779, 0.029015136882662773, -0.00572161702439189, -0.025040995329618454, 0.047092124819755554, -0.027128517627716064, -0.04376545175909996, -0.009853545576334, -0.016117708757519722, -0.0029027359560132027, -0.019047057256102562, -0.008509191684424877, -0.03569776192307472, 0.006963592022657394, 0.007162988651543856, -0.007879977114498615, -0.0018097556894645095, -0.005989642348140478, 0.005961970891803503, -0.018611453473567963, -0.002281616907566786, 0.008681153878569603, 0.01772313006222248, 0.029910974204540253, -0.017433542758226395, 0.012998904101550579, 0.016030820086598396, 0.018074888736009598, -0.006655500736087561, 0.0023949923925101757, 0.029102150350809097, -0.032186198979616165, -0.025695594027638435, 0.003429137170314789, -0.007640173193067312, -0.021702229976654053, 0.005735450424253941, -0.002548498334363103, -0.002419963013380766, -0.026699597015976906, -0.0506991483271122, 0.010207032784819603, 0.0012831124477088451, 0.0033817198127508163, -0.016789184883236885, -0.0035424779634922743, -0.008666048757731915, 0.02260173298418522, 0.0024537944700568914, 0.01704922504723072, 0.002075964817777276, 0.016129018738865852, -0.012782665900886059, -0.02014114148914814, 0.008222166448831558, 0.004733396228402853, 0.010599291883409023, -0.015652941539883614, -0.01944730430841446, 0.007182753179222345, 0.041062790900468826, 0.028369605541229248, 0.024044180288910866, -0.010220636613667011, -0.011207589879631996, 8.544701496905825e-33, -0.02453230693936348, -0.02484484389424324, -0.014245585538446903, 0.02054581604897976, 0.015066133812069893, -0.0282362699508667, 0.037436824291944504, 0.035119686275720596, -0.03610285371541977, 0.030952338129281998, -0.04444178193807602, 0.019426174461841583, -0.009106768295168877, 0.042579520493745804, 0.030308092013001442, 0.006343518383800983, 0.03905826807022095, 0.006420300807803869, 0.00786895863711834, -0.0036729236599057913, 0.028057336807250977, 0.01583315245807171, -0.014206371270120144, 0.03557511046528816, 0.02300146408379078, 0.04794926568865776, -0.011521472595632076, 0.005233010742813349, -0.005075451917946339, -0.013674763031303883, -0.0025975308381021023, 0.012425100430846214, 0.039174869656562805, -0.027323268353939056, -0.04019169881939888, 0.016276925802230835, 0.0040176184847950935, -0.04184264689683914, 0.03869866952300072, -0.014726206660270691, 0.026026617735624313, -0.006302537862211466, -0.017747197300195694, -0.010824066586792469, 0.0015358510427176952, 0.008211969397962093, 0.0059895762242376804, 0.013007602654397488, 0.004629962611943483, 0.015424151904881, -0.006644473411142826, 0.024990184232592583, 0.01253883820027113, 0.007536493707448244, -0.007550278678536415, -0.04076528549194336, -0.03403769060969353, -0.019322937354445457, 0.0042891111224889755, 0.04705045744776726, -0.0014934311620891094, 0.03764231503009796, -0.030940931290388107, 0.006548597011715174, -0.029243435710668564, 0.0023874975740909576, -0.03553007170557976, -0.02388136088848114, -0.009419815614819527, -0.029080616310238838, -0.04837863892316818, 0.017076605930924416, 0.015650948509573936, 0.0189698226749897, 0.032891687005758286, -0.06578344851732254, -0.022276276722550392, -0.00940905325114727, -0.02418193779885769, 0.009799527935683727, 0.037408653646707535, -0.0037528679240494967, 0.02540593594312668, -0.0036297431215643883, -0.005614136811345816, 0.03515493497252464, -0.021086303517222404, -0.0009115126449614763, -0.01521055493503809, -0.017288759350776672, -0.052058059722185135, -0.019476838409900665, 0.012390390038490295, 0.017131127417087555, -0.01699802652001381, -1.372708169355974e-8, 0.0013331389054656029, 0.02321680635213852, 0.013219177722930908, -0.00209873728454113, 0.041778530925512314, 0.021743692457675934, -0.026079421862959862, 0.0016481583006680012, 0.012068329378962517, -0.010814093984663486, 0.03542482852935791, -0.0049491641111671925, -0.021346844732761383, -0.010982987470924854, -0.006913686636835337, -0.041462019085884094, -0.028414016589522362, -0.00850291270762682, 0.016258524730801582, 0.0357353501021862, 0.05661124363541603, 0.042692333459854126, -0.027599798515439034, -0.01209019124507904, 0.02699127048254013, 0.006437011994421482, -0.02904755249619484, -0.07134530693292618, -0.002386484295129776, 0.0009414097876287997, -0.010044106282293797, -0.0450839027762413, -0.005498556885868311, 0.03920099139213562, -0.037086810916662216, -0.005229304078966379, 0.028808239847421646, 0.009346909821033478, 0.012289599515497684, 0.00794283952564001, 0.05878738313913345, 0.000345535489032045, 0.018736794590950012, -0.024212447926402092, -0.027240747585892677, 0.005978270433843136, -0.07018331438302994, 0.0024778232909739017, 0.06710907816886902, -0.027512408792972565, -0.023815250024199486, -0.005667679477483034, 0.03723086789250374, 0.05758753418922424, 0.014898204244673252, -0.03332381695508957, 0.021871324628591537, -0.01370981428772211, -0.017585573717951775, -0.0037254721391946077, 0.009813155047595501, -0.019219696521759033, 0.000666783016640693, -0.02407672256231308 ]
tackling-the-risk-early-on-at-a-task-level
https://markhneedham.com/blog/2009/05/11/tackling-the-risk-early-on-at-a-task-level
false
2009-05-29 09:23:19
Coding Dojo #16: Reading SUnit code
[ "coding-dojo", "smalltalk", "sunit" ]
[ "Coding Dojo" ]
Continuing on from http://www.markhneedham.com/blog/2009/05/21/coding-dojo-15-smalltalk/[last week's look at Smalltalk], in our latest coding dojo we spent some time investigating the http://sunit.sourceforge.net/[SUnit testing framework], how we would use it to write some tests and looking at how it actually works. == The Format We had 3 people for the dojo this week and the majority was spent looking at the code on a big screen and trying to understand between us what was going on. We only had the dojo for about 90 minutes this week. Normally we go for around 3 hours. == What We Learnt * An interesting thing which I noticed during this session was the idea of http://www.mactech.com/articles/frameworks/8_2/Protocol_Evins.html[protocols] which are used to organise a set of methods that a class' instance respond to. I think these are intended more for humans than for the computer which I think is a really cool idea - I am strongly of the belief that programming languages provide a mechanism for http://olabini.com/blog/2009/05/communication-over-implementation/[communicating our intent with ourselves and with the other people on our team]. * As a result of looking at the description of the 'initialize-release' protocol for Object I became intrigued about the way that objects are removed by the garbage collection. We weren't able to find out exactly how Visual Works does garbage collection but I learnt a little bit about http://www.exept.de:8080/doc/online/english/programming/GC.html[the way that garbage collection works] in general using three different approaches - mark and sweep, copying collector and reference count. * Another thing which I found interesting was the way that Smalltalk handles exceptions - we came across this when looking at how XUnit handles passing and failing test cases. Since Smalltalk only has messages and objects there is no explicit of an exception so as I understand it objects have the ability to respond to an error signal being sent to them. (TestResult runCase:aTestCase) ~~~smalltalk | testCasePassed | testCasePassed := [[aTestCase runCase. true] sunitOn: self class failure do: [:signal | self failures add: aTestCase. signal sunitExitWith: false]] sunitOn: self class error do: [:signal | self errors add: aTestCase. signal sunitExitWith: false]. testCasePassed ifTrue: [self passed add: aTestCase] ~~~ The above is the code block we spent a bit of time looking at which I think in C# world would look a bit like this: ~~~csharp try { aTestCase.runCase() } catch(FailureException) { this.Failures.Add(aTestCase); } catch(ErrorException) { this.Errors.Add(aTestCase); } this.Passed.Add(aTestCase); ~~~ It seems easier to understand to me having exceptions as a language construct but I haven't done much Smalltalk so maybe that's just a preference for what's familiar. * It took us a bit of Googling to work out how to start the SUnit TestRunner in VisualWorks but the way to do it eventually turned out to be quite simple. Typing the following code into the workspace window does it: ~~~smalltalk TestRunner open ~~~ == For next time * If we continue in Smalltalk world for another week then we'll probably play around with http://sunit.sourceforge.net/[SUnit] a bit more and perhaps get onto http://www.seaside.st/[seaside]. If not then we'll be back to the Java modeling I imagine.
null
null
[ 0.00585605762898922, 0.007948570884764194, -0.013720043934881687, 0.026323214173316956, 0.06518124043941498, 0.008643110282719135, 0.03475947678089142, 0.02870018221437931, 0.0003811393107753247, -0.005792093463242054, -0.006582764443010092, 0.02122451551258564, -0.07162956148386002, 0.00927878450602293, -0.03708163648843765, 0.06173102930188179, 0.07726746797561646, -0.016174806281924248, 0.032737672328948975, -0.004132435191422701, 0.027743134647607803, 0.06708934158086777, 0.00025723391445353627, 0.033812761306762695, 0.03537376970052719, 0.032339781522750854, 0.008670066483318806, 0.014969375915825367, -0.07447665929794312, -0.014581830240786076, 0.0393982008099556, 0.017856208607554436, 0.01623198762536049, 0.0011936519294977188, 0.009639659896492958, -0.0166713185608387, -0.004355433862656355, 0.018451064825057983, -0.0008500833064317703, 0.051579080522060394, -0.05663157254457474, 0.04830735921859741, -0.026400329545140266, 0.00004016832826891914, -0.04225429147481918, 0.008625810965895653, -0.029534954577684402, 0.016486581414937973, -0.00018511140660848469, -0.00007295197428902611, -0.07943912595510483, 0.02278263121843338, -0.008379644714295864, -0.0003933877742383629, -0.020654719322919846, 0.04732244089245796, 0.02559247985482216, -0.06268081068992615, 0.023851163685321808, -0.0482298880815506, 0.005030342843383551, -0.02712949551641941, 0.009704275988042355, 0.02546895481646061, 0.021290505304932594, -0.02728584036231041, 0.0018761412939056754, 0.06248459592461586, -0.03495579957962036, 0.00036114579415880144, -0.007980268448591232, 0.007051886059343815, -0.019391538575291634, -0.01717272214591503, 0.014175022952258587, -0.05411873757839203, -0.0057384418323636055, 0.05611675605177879, 0.00569919915869832, 0.024786854162812233, -0.040415022522211075, 0.015558338724076748, 0.02649831958115101, 0.025723081082105637, -0.006810703314840794, -0.037649646401405334, -0.036256253719329834, 0.006778568960726261, -0.05030412971973419, 0.07689488679170609, 0.020398372784256935, -0.05260571464896202, 0.008822506293654442, 0.026622308418154716, -0.01067783311009407, 0.03999069333076477, 0.016054736450314522, 0.0002249601238872856, -0.012596630491316319, 0.0005414903862401843, -0.03279836103320122, -0.012723858468234539, 0.04625200107693672, 0.016718167811632156, -0.07343637198209763, -0.01694381795823574, -0.013358740136027336, -0.011204106733202934, -0.007007600739598274, 0.018528638407588005, -0.03941471874713898, 0.012589638121426105, -0.017744986340403557, 0.008022896014153957, -0.08056271821260452, 0.074608214199543, 0.009967307560145855, -0.05761018395423889, -0.024736184626817703, 0.0282145906239748, 0.041643887758255005, 0.021508075296878815, -0.009231297299265862, 0.08443493396043777, 0.023298226296901703, 0.01895243301987648, -0.015612997114658356, 0.05641690641641617, -0.005527503322809935, -0.07290048897266388, 0.00019316702673677355, 0.040335942059755325, -0.014879425056278706, -0.005711779929697514, 0.0013248963514342904, -0.02474985085427761, 0.010353426449000835, 0.009880912490189075, 0.03170827403664589, 0.03700832650065422, -0.010413198731839657, -0.02195839397609234, 0.019766520708799362, 0.015832453966140747, 0.03862863779067993, 0.029532980173826218, -0.019507097080349922, -0.019375406205654144, -0.032867178320884705, 0.007209391798824072, -0.018591126427054405, 0.01650244928896427, 0.03989442437887192, -0.05416754633188248, 0.009453867562115192, 0.07760729640722275, -0.00021676124015357345, 0.03533376380801201, -0.024505076929926872, 0.017268015071749687, 0.022732514888048172, 0.03110857680439949, 0.0002704609651118517, 0.037111058831214905, 0.0026763714849948883, 0.0034754639491438866, -0.009750588797032833, 0.04127535596489906, 0.010539260692894459, 0.013768177479505539, -0.07248081266880035, -0.06002980098128319, 0.047214772552251816, -0.061907436698675156, -0.030575385317206383, 0.0375589020550251, 0.08340580761432648, 0.010440190322697163, 0.03911653906106949, -0.0033391262404620647, -0.08081859350204468, 0.0007134960615076125, 0.004731468390673399, 0.003354503773152828, 0.03309830650687218, -0.017745399847626686, 0.05554434657096863, 0.02755085937678814, -0.00890843290835619, 0.036443743854761124, -0.06828386336565018, -0.08476999402046204, -0.011765651404857635, -0.023724660277366638, 0.03989249840378761, -0.020644666627049446, 0.00928949099034071, 0.08401256799697876, 0.023633532226085663, 0.03734263405203819, 0.028284694999456406, 0.013722255825996399, 0.02874074876308441, -0.04135262221097946, -0.019911959767341614, 0.041599828749895096, 0.03613213077187538, -0.004500928334891796, -0.06012454256415367, 0.01283773873001337, -0.01767231896519661, 0.0006344679277390242, 0.048658616840839386, -0.01937367394566536, 0.04209548234939575, 0.026211300864815712, 0.04983591288328171, -0.03859876096248627, 0.057789720594882965, -0.0678788274526596, -0.012461574748158455, 0.0024544415064156055, -0.018729286268353462, 0.005129650700837374, 0.0018350908067077398, 0.13634876906871796, 0.07775571197271347, -0.03379988297820091, -0.03817777708172798, 0.0036018758546561003, 0.009800058789551258, -0.050237011164426804, -0.0291806198656559, -0.00016813850379548967, -0.008134755305945873, 0.013002371415495872, -0.04211057722568512, -0.017389612272381783, 0.0032711592502892017, -0.029355915263295174, 0.024057822301983833, 0.0726265236735344, -0.009493316523730755, 0.04162909463047981, 0.005970863159745932, -0.014842258766293526, 0.013351785019040108, -0.004395909607410431, -0.04036707803606987, 0.011810743249952793, 0.013057916425168514, -0.02000356838107109, 0.06002653017640114, -0.029883913695812225, -0.02855054661631584, -0.04588255286216736, -0.034686923027038574, 0.017131956294178963, 0.05012720823287964, 0.0617879219353199, -0.0036306213587522507, 0.06867197155952454, -0.0068894908763468266, 0.005660271272063255, -0.005939318798482418, -0.05417808145284653, -0.02006496675312519, 0.00252388883382082, -0.002883769338950515, 0.025554068386554718, -0.014909636229276657, 0.024988273158669472, 0.035682834684848785, -0.011445242911577225, -0.017524920403957367, -0.018991483375430107, 0.027250980958342552, 0.009288569912314415, -0.02590097114443779, -0.021926134824752808, -0.041891489177942276, 0.035683345049619675, -0.041719675064086914, -0.018772108480334282, 0.026896750554442406, -0.06952805072069168, 0.054230619221925735, -0.08269111067056656, -0.06765216588973999, 0.0028061983175575733, 0.01524424459785223, 0.024062728509306908, -0.024799013510346413, 0.01272566057741642, 0.07606867700815201, 0.0030271681025624275, 0.019790200516581535, 0.006135701201856136, 0.004350421950221062, 0.030839379876852036, 0.01973670721054077, -0.0009141057380475104, 0.029683222994208336, 0.008221855387091637, -0.005520489998161793, -0.05492258071899414, 0.039056964218616486, -0.0021225851960480213, -0.29350346326828003, 0.03023192100226879, 0.022193245589733124, -0.03946525231003761, 0.01999199204146862, 0.00047724589239805937, 0.0195270124822855, -0.05354179069399834, -0.009652180597186089, 0.028643744066357613, -0.04043412581086159, -0.0432104729115963, -0.034161511808633804, 0.058405496180057526, -0.0003488411020953208, 0.022475454956293106, 0.025627613067626953, -0.02793518453836441, 0.003411788260564208, 0.0438486784696579, -0.015416632406413555, -0.061710238456726074, 0.0007315560360439122, 0.051788330078125, 0.016968604177236557, 0.057112205773591995, -0.09625193476676941, 0.029346410185098648, -0.034777965396642685, 0.0010641778353601694, 0.018857568502426147, 0.00798051804304123, -0.009327669627964497, -0.024545058608055115, -0.020600177347660065, 0.0012370487675070763, 0.0491073876619339, 0.007664967328310013, -0.006999482400715351, 0.014410124160349369, -0.02224581502377987, -0.04550597444176674, -0.018233997747302055, 0.010436264798045158, 0.0710732564330101, 0.0050807492807507515, -0.0834025889635086, -0.0278326328843832, -0.02216501161456108, 0.06831193715333939, -0.04403303936123848, -0.041066382080316544, -0.020107241347432137, 0.024143261834979057, 0.004281971137970686, -0.027877341955900192, -0.03074979968369007, -0.013590984046459198, -0.0405484102666378, -0.04522397369146347, -0.021597402170300484, -0.037782177329063416, -0.0341971293091774, -0.0565698966383934, -0.010829032398760319, -0.06268393993377686, -0.04613397642970085, 0.00651487335562706, 0.08729695528745651, 0.01135585829615593, -0.03613145276904106, 0.02503054030239582, -0.009773224592208862, -0.11291587352752686, -0.007322093937546015, -0.00472646439447999, -0.03384236618876457, -0.011256142519414425, 0.011319571174681187, 0.04388594254851341, -0.038570720702409744, -0.046611811965703964, 0.03203689306974411, 0.000009019376193464268, 0.006122858729213476, -0.03680633381009102, 0.034328997135162354, 0.015404079109430313, -0.0019443074706941843, 0.01628381572663784, 0.08998361229896545, -0.0035535485949367285, -0.03332166746258736, -0.011805050075054169, 0.049023501574993134, 0.02960897423326969, 0.031336404383182526, -0.015915488824248314, 0.014232312329113483, 0.03213014826178551, 0.011725205928087234, -0.059433165937662125, 0.03033183515071869, -0.02974279597401619, -0.017841855064034462, -0.01266452856361866, -0.06255533546209335, 0.0254900511354208, 0.027078408747911453, 0.03709448501467705, 0.004821712616831064, -0.02138677053153515, 0.020986229181289673, -0.04801502823829651, -0.005977879278361797, -0.015408246777951717, 0.015359652228653431, 0.034999292343854904, -0.013291108421981335, -0.03892343491315842, -0.04628950357437134, 0.015154357999563217, 0.016955751925706863, -0.016047097742557526, -0.0500454306602478, -0.03933935984969139, -0.024522164836525917, -0.0010504104429855943, 0.008740738965570927, 0.022710157558321953, -0.0149763785302639, 0.02190403640270233, 0.03516716882586479, -0.025589609518647194, 0.018405521288514137, -0.019057702273130417, -0.05169887840747833, -0.029005810618400574, -0.0017568322364240885, -0.0028947670944035053, -0.00030162284383550286, 0.013433236628770828, 0.004311429802328348, 0.01599499024450779, 0.022760983556509018, 0.01901116967201233, 0.022992979735136032, 0.0017000766238197684, 0.0025590809527784586, 0.0033558891154825687, 0.021247295662760735, -0.10088866204023361, 0.0018071724334731698, -0.02993120811879635, -0.0452783964574337, -0.012542283162474632, 0.03035787306725979, -0.006953997537493706, -0.03895190730690956, -0.01819610223174095, 0.012875879183411598, -0.05015582591295242, -0.007806302048265934, -0.02369019389152527, 0.005156280938535929, 0.04176664724946022, -0.011638117022812366, 0.029490966349840164, -0.012401307001709938, -0.0401059091091156, 0.0016232013003900647, 0.015291271731257439, -0.03148338943719864, 0.020356612280011177, 0.02884776145219803, -0.005410065408796072, -0.005398661829531193, -0.013782203197479248, 0.040244024246931076, 0.024671675637364388, 0.014910615980625153, -0.03704060986638069, 0.0071084764786064625, 0.030528118833899498, 0.03904623165726662, 0.006343433167785406, 0.006716020405292511, -0.001478352933190763, -0.012483399361371994, -0.031271323561668396, -0.038146838545799255, -0.020019259303808212, 0.004800694994628429, 0.040463656187057495, -0.03072352521121502, -0.09066812694072723, 0.05191747471690178, 0.020091461017727852, 0.0038376820739358664, 0.0249484870582819, 0.008042632602155209, 0.009062141180038452, -0.02674444206058979, 0.02922922745347023, 0.035770244896411896, -0.06829050928354263, 0.010317612439393997, -0.011468106880784035, 0.018729282543063164, 0.008076176047325134, -0.019802559167146683, -0.036709390580654144, -0.007983881048858166, -0.03170917183160782, -0.014389361254870892, -0.05522231012582779, -0.025538507848978043, -0.023213157430291176, 0.01197575032711029, -0.024476492777466774, -0.015486818738281727, -0.014062467962503433, -0.011252565309405327, -0.022406168282032013, -0.036642953753471375, 0.013612617738544941, -0.03023737668991089, 0.003289837157353759, 0.02701210230588913, -0.029089748859405518, -0.0034409966319799423, -0.01174946129322052, 0.02405436709523201, 0.022228794172406197, -0.03583097457885742, -0.025074811652302742, -0.035507749766111374, 0.0023554314393550158, 0.027653561905026436, 0.05495365709066391, 0.014595848508179188, -0.01824595220386982, -0.03918686881661415, 0.0017854853067547083, -0.04338989034295082, 0.02714991755783558, -0.031218353658914566, -0.03526999428868294, 0.04263058677315712, 0.06190287321805954, 0.012964309193193913, 0.046414848417043686, -0.009728895500302315, -0.017888018861413002, 0.04470231756567955, -0.09558973461389542, -0.03107546642422676, -0.033042483031749725, -0.06535036116838455, 0.004736204165965319, 0.008776831440627575, 0.02264283411204815, -0.03016144223511219, 0.038813404738903046, 0.024573998525738716, 0.0377948023378849, 0.027456454932689667, -0.006042572669684887, 0.03606158867478371, -0.06702189147472382, 0.002430256688967347, -0.09228460490703583, 0.00765730906277895, 0.025417616590857506, 0.019769754260778427, -0.019667791202664375, -0.015036500059068203, -0.03398559242486954, 0.041939735412597656, -0.048419296741485596, -0.0034627877175807953, 0.02481413446366787, 0.007506427820771933, -0.024355342611670494, 0.020695121958851814, -0.06561533361673355, 0.04902796074748039, 0.042693305760622025, -0.04156465828418732, -0.02634359523653984, -0.02620946615934372, 0.04720660671591759, 0.01637180522084236, 0.037055838853120804, -0.019852345809340477, 0.005606305319815874, 0.06761248409748077, 0.020445823669433594, 0.0032147143501788378, 0.04477473348379135, -0.013117138296365738, 0.035254038870334625, 0.04622728005051613, -0.019231334328651428, -0.0077521465718746185, 0.003979939967393875, -0.020947394892573357, -0.06422144174575806, 0.0004656687087845057, 0.03105992078781128, -0.04287980869412422, -0.04101616516709328, 0.05198122188448906, 0.0327301099896431, -0.03548268973827362, -0.03681069612503052, -0.006734852213412523, -0.0753098651766777, -0.0051246159709990025, -0.028282910585403442, 0.014598025009036064, -0.036914754658937454, 0.06148660182952881, -0.004998920951038599, 0.007184780202805996, 0.0715520977973938, -0.004344686400145292, -0.02226353995501995, -0.01356106624007225, 0.08800996840000153, 0.08315198868513107, 0.03894078731536865, 0.016633281484246254, 0.05913641303777695, -0.02362525463104248, -0.03886788710951805, 0.011645910330116749, -0.015403537079691887, -0.007557833567261696, -0.019798194989562035, 0.020983226597309113, 0.07040832936763763, -0.016370315104722977, 0.05017048865556717, -0.02748672477900982, -0.01605461724102497, -0.0016775436233729124, 0.013934911228716373, 0.026404839009046555, 0.06612401455640793, 0.022100666537880898, 0.016758354380726814, -0.0024923852179199457, -0.033741917461156845, 0.010045450180768967, -0.015064742416143417, -0.02362152747809887, 0.02455841191112995, -0.02183135226368904, 0.0331900529563427, 0.023094646632671356, 0.04230998456478119, 0.07229149341583252, -0.014057489112019539, 0.011580834165215492, -0.008672152645885944, 0.03565075993537903, 0.005222101230174303, 0.001186238951049745, -0.03078034706413746, -0.027506621554493904, 0.015649249777197838, -0.02213108167052269, -0.01007680781185627, -0.01422866340726614, -0.047170743346214294, 0.04257575795054436, -0.009922193363308907, 0.017660358920693398, 0.026949306949973106, 0.006144579034298658, -0.03402004390954971, -0.05746031925082207, -0.06259075552225113, -0.0294087715446949, -0.037397537380456924, -0.02768898941576481, 0.04870229586958885, -0.006298508960753679, -0.031178459525108337, -0.012172574177384377, -0.018131475895643234, -0.02338402345776558, 0.055861491709947586, -0.05276945233345032, -0.03709731623530388, 0.031358685344457626, -0.003059067763388157, 0.030912503600120544, 0.025492381304502487, 0.04042819142341614, -0.008043457753956318, -0.010560684837400913, -0.03836735710501671, 0.0029543782584369183, 0.04810607060790062, -0.015538768842816353, 0.0005996850086376071, -0.08596107363700867, 0.006929489783942699, 0.04348306730389595, -0.013470733538269997, -0.052235644310712814, 0.02301020734012127, 0.0267954058945179, 0.015008191578090191, 0.0513639971613884, -0.0018873049411922693, 0.016589323058724403, -0.023615257814526558, -0.018068650737404823, -0.002377984346821904, 0.03270081430673599, 0.04207761585712433, 0.0017383708618581295, 0.08350536972284317, 0.037567414343357086, -0.023257868364453316, -0.03924717381596565, 0.003925287164747715, 0.008311103098094463, -0.007389197591692209, -0.03123803809285164, -0.0368557944893837, -0.03876003250479698, -0.05985347181558609, -0.0529441311955452, 0.00009469307406106964, 0.004043086897581816, -0.0353633351624012, 0.024220330640673637, 0.010307134129106998, -0.02872876636683941, 0.0181184783577919, -0.0493168979883194, 0.033307213336229324, -0.025589076802134514, -0.016911808401346207, 0.0061691682785749435, -0.011477287858724594, -0.014909571036696434, -0.017920617014169693, 0.025143718346953392, -0.02659549005329609, -0.013143599964678288, 0.0202043317258358, 0.04499619081616402, 0.033003587275743484, 0.004170842468738556, -0.042730506509542465 ]
[ -0.1144871711730957, -0.002858833409845829, -0.03503100946545601, -0.032337211072444916, 0.053632769733667374, -0.03017004393041134, 0.002316537545993924, 0.02776591293513775, -0.007405365817248821, -0.021274898201227188, 0.002075690310448408, -0.02755754068493843, -0.021822042763233185, 0.017810966819524765, 0.10050059854984283, -0.0020632955711334944, -0.01914072036743164, -0.0827610194683075, 0.002925875363871455, 0.018744762986898422, 0.021552767604589462, -0.051219742745161057, -0.04143844172358513, -0.035471007227897644, 0.015158548019826412, 0.05035368725657463, 0.04445647448301315, -0.0402284674346447, 0.013608702458441257, -0.21002382040023804, -0.002152075292542577, 0.00538706686347723, 0.04452700540423393, -0.01652582548558712, -0.017176199704408646, 0.04832248389720917, 0.04661202058196068, -0.01964157074689865, -0.030481833964586258, 0.04397432133555412, 0.005046865437179804, 0.025546733289957047, -0.047895677387714386, -0.038350481539964676, 0.01601867750287056, -0.013793124817311764, 0.0282446276396513, -0.06484804302453995, -0.016536012291908264, -0.008369234390556812, -0.05827723816037178, -0.028349081054329872, -0.004015060141682625, -0.02268211916089058, -0.016469376161694527, -0.010740391910076141, 0.04455649480223656, 0.06696131825447083, 0.006961117032915354, 0.0022248353343456984, 0.030178334563970566, -0.006601219996809959, -0.10754948109388351, 0.07719812542200089, 0.03295201063156128, 0.03877108916640282, -0.021244611591100693, 0.0012976934667676687, 0.012543204240500927, 0.08071289956569672, 0.026547327637672424, -0.028868164867162704, -0.019544724375009537, 0.047602567821741104, 0.0014975041849538684, -0.006717800162732601, -0.0006588323740288615, 0.013263522647321224, 0.02681816555559635, -0.0586715005338192, -0.0559258908033371, -0.01977204531431198, 0.009978154674172401, 0.003987814765423536, -0.03627690672874451, 0.01475813239812851, -0.0284113809466362, 0.04803230240941048, 0.0035001642536371946, 0.021268323063850403, 0.03743747994303703, 0.020229559391736984, 0.03972211852669716, 0.014367202296853065, -0.08207761496305466, -0.017553048208355904, -0.006990813184529543, 0.03142426535487175, -0.031717121601104736, 0.4566381573677063, -0.034265026450157166, -0.020686613395810127, 0.07026670128107071, 0.027206160128116608, 0.0010919898049905896, 0.002244632225483656, 0.009002153761684895, -0.06022447720170021, 0.021268999204039574, -0.010058091022074223, 0.0068627046421170235, 0.01547610480338335, 0.05411858111619949, -0.022038375958800316, 0.01655293069779873, 0.029738597571849823, 0.029164008796215057, 0.03629254177212715, -0.008000744506716728, 0.014356132596731186, -0.0173502080142498, 0.007703670300543308, 0.018331266939640045, -0.006453326903283596, 0.01136659923940897, -0.030420798808336258, 0.015417974442243576, 0.0419885516166687, 0.03261062130331993, 0.008768570609390736, 0.06120387837290764, -0.03885573521256447, -0.059100210666656494, -0.005874924827367067, 0.014599091373383999, 0.009331205859780312, 0.04947703704237938, -0.019811175763607025, -0.017282327637076378, 0.0140752624720335, 0.026194822043180466, -0.022142861038446426, 0.03849155828356743, -0.035629648715257645, -0.04840938001871109, 0.103924460709095, 0.012612630613148212, -0.020753197371959686, 0.025359902530908585, -0.029675452038645744, 0.00997020211070776, 0.04079529643058777, -0.011457154527306557, -0.07996948808431625, 0.007143705617636442, 0.004180509597063065, 0.08789648115634918, 0.0082676587626338, -0.019218966364860535, -0.01435870211571455, -0.026202920824289322, -0.00010332051169825718, -0.03960126265883446, 0.039118681102991104, 0.06305479258298874, -0.11344639956951141, -0.03216513246297836, 0.017386419698596, 0.04018934816122055, -0.09453916549682617, -0.019420308992266655, 0.022584838792681694, -0.045240212231874466, -0.03501144424080849, 0.03236863762140274, -0.03666340559720993, -0.014192579314112663, 0.03811638429760933, 0.017442550510168076, 0.03713864088058472, 0.009112001396715641, 0.02470747008919716, -0.020699551329016685, -0.013506892137229443, -0.025077680125832558, -0.07191319018602371, -0.028142154216766357, 0.00702257314696908, -0.02135842852294445, -0.006671445444226265, -0.024923594668507576, -0.0372905507683754, -0.0853160172700882, 0.09986279904842377, -0.03455479443073273, -0.03355557098984718, 0.008668767288327217, -0.01836048997938633, -0.0433543361723423, 0.005235955119132996, -0.015975629910826683, 0.051459331065416336, -0.043459679931402206, 0.02421129308640957, -0.05036565288901329, 0.0281530749052763, 0.04168710485100746, -0.03459114953875542, 0.059126414358615875, 0.032483357936143875, -0.055157553404569626, -0.025780057534575462, 0.00964661967009306, 0.03473806008696556, 0.007230538874864578, -0.02154584601521492, -0.002620832296088338, 0.03231252729892731, 0.004917776212096214, 0.0006484739133156836, -0.030210226774215698, -0.018716441467404366, -0.024050220847129822, -0.3352659344673157, -0.05383147671818733, -0.021902211010456085, -0.018899966031312943, 0.041716158390045166, -0.048703815788030624, 0.018193207681179047, -0.008693353272974491, -0.0073089306242764, -0.020086901262402534, 0.07217133790254593, -0.01039176806807518, -0.00016886397497728467, -0.09405641257762909, -0.00016173433687072247, 0.010532421991229057, -0.02910279668867588, -0.04483466595411301, -0.046721503138542175, 0.011406303383409977, -0.0017310858238488436, 0.009894821792840958, -0.008107728324830532, -0.054934583604335785, -0.01782638393342495, -0.05550582706928253, 0.09680993854999542, -0.014549807645380497, 0.11245761811733246, -0.04550250992178917, 0.022448986768722534, -0.0037888470105826855, 0.0076513271778821945, -0.09890003502368927, 0.01904069259762764, -0.015245737507939339, -0.014801056124269962, -0.02199418842792511, 0.053309980779886246, -0.02004401572048664, -0.055623386055231094, 0.017237424850463867, -0.0517268143594265, -0.050293151289224625, -0.0350918211042881, 0.012188409455120564, -0.01826719380915165, -0.05575023218989372, -0.016147684305906296, 0.04276594892144203, -0.000837097642943263, -0.0030284563545137644, 0.016304070129990578, 0.010743972845375538, -0.022951748222112656, -0.007409620564430952, -0.07453879714012146, 0.01053560059517622, 0.00011356530740158632, 0.01142935175448656, 0.02129387855529785, 0.0773891881108284, 0.01775876246392727, -0.06733632832765579, 0.007881310768425465, 0.023983972147107124, 0.01978023536503315, -0.0065131718292832375, 0.06123358756303787, -0.015413244254887104, -0.004193287342786789, 0.09673292934894562, -0.03008708544075489, -0.015226166695356369, 0.03699476271867752, 0.061390917748212814, 0.004258134867995977, -0.014714428223669529, 0.017040645703673363, 0.00008446453284705058, 0.03980431705713272, -0.007805925793945789, 0.04005999118089676, -0.03610394895076752, -0.010896175168454647, 0.05223764479160309, 0.0063219801522791386, -0.04296298325061798, 0.058872271329164505, 0.023247478529810905, -0.01617850922048092, 0.01693733036518097, 0.0037560632918030024, -0.06640510261058807, 0.051435813307762146, -0.016469106078147888, -0.23424039781093597, 0.012082289904356003, 0.048537079244852066, 0.06413239240646362, -0.016359705477952957, 0.051734987646341324, 0.048337552696466446, -0.05371725931763649, 0.025612931698560715, 0.029268693178892136, 0.043019503355026245, 0.025274155661463737, 0.013909033499658108, -0.018834978342056274, 0.04932079091668129, 0.007833989337086678, 0.03974824771285057, 0.01389491930603981, 0.028380807489156723, 0.010796826332807541, 0.00991769041866064, -0.0015713365282863379, 0.16483309864997864, 0.004908933769911528, 0.034017011523246765, 0.027232931926846504, 0.0011936374939978123, 0.0056547317653894424, 0.059999287128448486, -0.004941820632666349, 0.006412669084966183, -0.01528249867260456, 0.05387742817401886, -0.011670097708702087, 0.02010648511350155, -0.09426544606685638, -0.038715872913599014, 0.031621456146240234, 0.01828395202755928, -0.01060341577976942, -0.0012408052571117878, -0.016277456656098366, -0.019478559494018555, 0.005869630724191666, 0.0732671394944191, 0.017925608903169632, -0.010377440601587296, -0.06502418965101242, -0.03328314423561096, -0.00985565222799778, -0.04960767552256584, -0.06111500412225723, 0.012397421523928642, -0.011597748845815659, 0.0005080043338239193, 0.06920447200536728, 0.010943809524178505, -0.00988800823688507, -0.024535080417990685, 0.033943112939596176, 0.015577091835439205, 0.002231491496786475, 0.11297380179166794, 0.038745686411857605, 0.058012329041957855 ]
[ 0.031776368618011475, 0.0428411066532135, 0.014221272431313992, 0.014128345996141434, -0.0046312217600643635, 0.0055770231410861015, 0.01067749597132206, 0.02341994270682335, 0.01892176643013954, -0.0009711038437671959, -0.0068031796254217625, -0.012409888207912445, 0.009556915611028671, -0.0034635167103260756, 0.0098851528018713, -0.00047534695477224886, 0.0413590744137764, 0.007617260329425335, 0.023948775604367256, -0.008451724424958229, -0.031249074265360832, 0.009898694232106209, -0.0009846602333709598, -0.0319390594959259, -0.0424102358520031, 0.018085917457938194, -0.0023873194586485624, -0.0345805399119854, 0.012744761072099209, -0.13932812213897705, -0.028400294482707977, -0.013874812051653862, -0.02510906010866165, 0.0040291473269462585, 0.010636508464813232, 0.02821378782391548, 0.058221641927957535, -0.0034859220031648874, 0.0014812926528975368, 0.00740097975358367, -0.0146802868694067, -0.010519423522055149, -0.010573018342256546, 0.01955164223909378, -0.020517796277999878, -0.014792867004871368, -0.024213699623942375, -0.059972524642944336, -0.012783841229975224, -0.059062134474515915, -0.007186240050941706, 0.0024232042487710714, -0.0107918381690979, 0.03168230131268501, 0.02095188945531845, -0.007161478046327829, -0.002084349747747183, -0.014695331454277039, 0.010101149789988995, 0.02481893263757229, -0.021889567375183105, -0.020769627764821053, -0.014573275111615658, -0.02496609464287758, -0.0054678418673574924, -0.009789803065359592, 0.021676508709788322, -0.00511689530685544, -0.0424865186214447, -0.011294220574200153, -0.06219502165913582, 0.043613001704216, -0.03293829783797264, 0.019923482090234756, -0.03263116255402565, 0.011924820020794868, 0.03241327777504921, -0.01178730744868517, 0.003204589243978262, -0.02073453739285469, -0.040396738797426224, -0.0006961523904465139, -0.012781651690602303, 0.036391936242580414, 0.0025122102815657854, 0.0062909177504479885, 0.008084387518465519, 0.00337419961579144, 0.034929633140563965, 0.014273442327976227, -0.03205112740397453, 0.05970016494393349, -0.019962994381785393, -0.0054618194699287415, -0.06839051842689514, -0.028149235993623734, 0.005862754303961992, -0.011273668147623539, -0.016105318441987038, 0.860431969165802, 0.019930202513933182, 0.03176550194621086, 0.04148454964160919, 0.0035731270909309387, -0.0036325606051832438, 0.01293624471873045, -0.005098078399896622, -0.04424743354320526, 0.025709209963679314, -0.017020216211676598, -0.004466556943953037, 0.019096288830041885, 0.02785673923790455, 0.01445150189101696, 0.007676742039620876, 0.024256164208054543, -0.01589849218726158, 0.006004458758980036, -0.02819482982158661, 0.01619906909763813, 0.028974562883377075, -0.008256936445832253, 0.0014811194268986583, 0.006475888192653656, 0.02938973531126976, -0.1643213927745819, 0.028246711939573288, -8.07536186745301e-33, 0.060891617089509964, -0.0018584986682981253, -0.012295868247747421, 0.023370323702692986, 0.03211168199777603, -0.014704516157507896, 0.051591694355010986, 0.02053961716592312, -0.018390366807579994, -0.03980019688606262, -0.011862984858453274, -0.023435838520526886, 0.03157544136047363, -0.023207860067486763, 0.04043915495276451, -0.009723360650241375, 0.004575422033667564, 0.03961758688092232, -0.015201429836452007, 0.006261336617171764, 0.0033005077857524157, 0.06357423216104507, 0.015405120328068733, -0.012855430133640766, 0.01283273659646511, 0.02476639486849308, 0.04278867319226265, -0.02319898083806038, 0.006995239295065403, -0.03489861637353897, -0.046803176403045654, 0.01862337999045849, 0.004865623544901609, 0.004442969337105751, 0.013175327330827713, -0.03371042385697365, -0.021038834005594254, 0.0006653711316175759, 0.01235333364456892, -0.0777977705001831, -0.04108840972185135, 0.005040356889367104, -0.05512623116374016, -0.014956710860133171, -0.030512435361742973, -0.04004135727882385, 0.0049399156123399734, 0.0157046876847744, 0.0065069785341620445, 0.032121069729328156, 0.02350682020187378, -0.006135008297860622, -0.01879800856113434, 0.007627061568200588, -0.016253558918833733, 0.005897368770092726, 0.005770971532911062, 0.0003820944402832538, -0.02050074376165867, 0.057179439812898636, 0.006994355004280806, 0.006384703796356916, -0.04135966673493385, 0.0638529434800148, 0.005187097936868668, -0.0035787506494671106, -0.016772251576185226, -0.01148669421672821, 0.0038687954656779766, -0.019053688272833824, -0.03987064212560654, 0.02247299998998642, -0.01760907843708992, 0.005045569967478514, 0.03284953534603119, -0.025551237165927887, 0.023019861429929733, 0.024455003440380096, -0.017747076228260994, 0.017826315015554428, 0.027605529874563217, -0.009687241166830063, 0.002982462989166379, -0.04770942032337189, -0.016059085726737976, -0.005466811824589968, 0.01537809893488884, 0.023772649466991425, -0.012962546199560165, 0.008611965924501419, 0.02630888670682907, -0.023968929424881935, -0.01687098667025566, -0.009706511162221432, -0.006007413379848003, 7.534153982758859e-33, -0.020597266033291817, -0.004255881067365408, -0.02120765671133995, 0.021590596064925194, -0.0066121602430939674, 0.004180426709353924, 0.030089324340224266, 0.018328221514821053, -0.07587219774723053, 0.023508965969085693, -0.0309243556112051, 0.005069299601018429, -0.032887887209653854, 0.020145390182733536, 0.052982207387685776, -0.01618974655866623, 0.016525115817785263, -0.008671320974826813, 0.005382650997489691, 0.012427069246768951, 0.028630908578634262, 0.011450549587607384, -0.0007872055866755545, 0.0002465213183313608, 0.014718813821673393, 0.04674141854047775, -0.00804810505360365, 0.02429761365056038, 0.0008280611946247518, -0.016804229468107224, -0.004309171810746193, -0.009995979256927967, 0.002196002285927534, -0.022986359894275665, 0.013012152165174484, 0.0016489840345457196, 0.002866135910153389, 0.005006009712815285, 0.005958709865808487, 0.016911683604121208, 0.0029851070139557123, -0.007266236934810877, -0.011363302357494831, 0.018763216212391853, -0.012168149463832378, 0.01585700362920761, -0.018507661297917366, 0.002928389236330986, 0.006416229996830225, 0.02200225181877613, -0.0027430139016360044, -0.006633583921939135, 0.005274519789963961, -0.0008298697066493332, -0.052916936576366425, -0.021898699924349785, 0.004685789812356234, -0.016527969390153885, -0.00834564957767725, -0.00327611924149096, 0.007100064307451248, -0.0021419068798422813, -0.0012438783887773752, 0.027111805975437164, -0.01954624429345131, -0.0020367351826280355, 0.0029330789111554623, -0.02399795688688755, -0.007970745675265789, -0.012403563596308231, -0.0021588443778455257, -0.008638115599751472, 0.0034951879642903805, 0.03593647480010986, 0.03581559658050537, -0.005196687299758196, -0.028746450319886208, -0.018144162371754646, -0.021609310060739517, 0.02041325345635414, -0.0011135205859318376, 0.018058672547340393, 0.02826564572751522, -0.006312585901468992, 0.0027488279156386852, 0.021464915946125984, -0.004285413771867752, 0.01375944446772337, -0.02865678071975708, 0.020040417090058327, -0.04313972219824791, 0.008851856924593449, 0.022365443408489227, 0.024103524163365364, -0.0087527921423316, -1.3411270316510127e-8, -0.025279521942138672, -0.010148938745260239, 0.005811671260744333, 0.03821447864174843, 0.011897259391844273, 0.027878288179636, -0.0359867587685585, -0.003220644313842058, -0.004589498043060303, 0.02911091223359108, -0.006233041640371084, -0.008261926472187042, -0.019260242581367493, -0.0017725969664752483, 0.01640048250555992, -0.03601671755313873, -0.005559330340474844, -0.03974239155650139, 0.02927512675523758, 0.013342172838747501, 0.04207601770758629, 0.006851204205304384, -0.011278735473752022, 0.02987496368587017, -0.0058318269439041615, 0.006139029283076525, 0.038060788065195084, -0.034924447536468506, -0.015691692009568214, -0.022812267765402794, -0.004257426597177982, -0.017712082713842392, -0.027461115270853043, -0.006501016207039356, -0.044280316680669785, -0.001677800202742219, 0.010953855700790882, 0.0022247398737818003, 0.03281095251441002, -0.020503191277384758, -0.01819159835577011, -0.011732671409845352, 0.008728906512260437, -0.027679424732923508, -0.013813733123242855, -0.0043579633347690105, -0.035644903779029846, -0.0387338325381279, 0.03089314140379429, -0.019436856731772423, 0.0025654335040599108, -0.007640745956450701, -0.014655550010502338, 0.02761726826429367, -0.005671935621649027, 0.01218892727047205, 0.019015317782759666, -0.05608489364385605, -0.004982645623385906, 0.015661731362342834, 0.01833406277000904, 0.012469254434108734, -0.024042462930083275, -0.012112053111195564 ]
coding-dojo-16-reading-sunit-code
https://markhneedham.com/blog/2009/05/29/coding-dojo-16-reading-sunit-code
false
2009-05-28 05:44:52
The 5 dysfunctions of teams in code
[ "coding", "five-dysfunctions" ]
[ "Coding" ]
I recently came across an http://www.thekua.com/atwork/2009/05/evidence-in-favour-of-conways-law/[interesting post by my colleague Pat Kua] where he talks about how some patterns he's noticed in code can be linked to http://en.wikipedia.org/wiki/Conway%27s_Law[Conway's law] which suggests that the structure of systems designed in organisations will mirror the communication structure of that organisation. I recently read a book called 'http://www.markhneedham.com/blog/2009/04/22/the-five-dysfunctions-of-a-team-book-review/[The Five Dysfunctions of Teams]' which describe some behaviours in teams which aren't working in an effective way. Playing the devil's advocate I became intrigued as to if there is some sort of link between these dysfunctions and whether they manifest themselves in our code as anti patterns. The five dysfunctions are: . Absence of Trust - team members are unwilling to be vulnerable within the group . Fear of Conflict - team cannot engage in unfiltered and passionate debate of ideas . Lack of Commitment - team members rarely have buy in or commit to decisions . Avoidance of Accountability - team members don't call their peers on actions/behaviours which hurt the team . Inattention to Results - team members put their individual needs before those of the team == Absence of Trust I think having *null checks all over the code* is the most obvious indicator that people don't trust the code that they are working with. If the person writing the code had faith in their colleagues who had written the code they now need to interact with then I think it would be more likely that they would trust the code to do the right thing and they wouldn't feel driven to such a http://www.thekua.com/atwork/2008/08/defensive-programming-depends-on-context/[defensive approach]. == Fear of Conflict Fear of conflict in a team seems to manifest itself most obviously in code when we have *a lot of duplication happening* - there are several reasons why duplication can happen but I think one of them is when people aren't engaging in discussions when they disagree with something that a colleague has written and therefore end up writing their own version of something that's already been done. This probably manifests itself even more obviously when you end up with multiple different frameworks all in the same code base and all doing the same thing just because people don't want to engage in a conversation to choose which one the team is going to use. == Lack of Commitment This is one which seems to overlap a lot with the previous two although perhaps one specific way that this would manifest itself in the code might be if we see *sloppy mistakes or lack of care being shown with the code* - an example of this could be changing the name of a class but then not ensuring that all the places where the old name was used in variables have been changed accordingly. This leaves the code in a half baked state which becomes quite difficult for other people to work with and they have to do some clean up work before being able to effectively make changes to the code. == Avoidance of Accountability The coding anti pattern that stands out for me here is *when we allow people to write code without tests* and then check those into source control. From my experience so far this never seems to work out well and I think it shows a lack of respect for the rest of the team since we don't have an easy way of verifying whether this code actually works and other people can't make use of it elsewhere in the code base with any degree of confidence. == Inattention to Results Team members putting their individual needs before the team manifests itself in code when we end up with *code that has been written in such a way that only the person who wrote it is really able to understand it*. I think this manifests itself in '*clever code*' which is fine in your own projects but in a team context is very detrimental as you become a bit of a bottleneck when people want to make changes in this area of the code and can't do it because they can't understand what's going on. Something else that falls under this dysfunctions is *when there is a convention for how to do certain things in the code but we decide to go off and do it our own way*. Now granted sometimes it's fine to do this if you're working the code towards a better state and the rest of the team are aware you're trying to work towards this goal but otherwise it's not a very effective approach. == In Summary I found it quite intriguing that in my mind at least some of the problems we see in code do seem to have some correlation to the problems that we see in teams. One thing I remember from reading Gerald Weinberg's 'http://www.amazon.com/Secrets-Consulting-Giving-Getting-Successfully/dp/0932633013/ref=sr_1_1?ie=UTF8&s=books&qid=1243452602&sr=1-1[The Secrets of Consulting]' is his claim that 'http://www.codinghorror.com/blog/archives/001033.html[no matter what the problem is it's always a people problem]' - if indeed this is true then in theory problems that we see in code should be indicative of a people problem which I think probably to an extent is true. I think certainly not all problems in code are linked to the dysfunctions of teams - certainly some anti patterns creep into our code due to a lack of experience of team members of how they to do things better but then again maybe that's indicative of the team not having senior members working closely enough with their colleagues! Maybe we can therefore work out how we can therefore identify ways that we can improve our team by starting with a look at the code.
null
null
[ 0.027181411162018776, 0.024624496698379517, -0.0326809361577034, 0.04841453582048416, 0.07735501229763031, 0.01663873717188835, 0.04841615632176399, 0.030376732349395752, 0.03815607354044914, -0.02421235293149948, -0.030458038672804832, 0.015554915182292461, -0.0755750760436058, 0.01850305125117302, -0.0415254645049572, 0.07720627635717392, 0.06318219006061554, -0.0024865535087883472, 0.029888015240430832, -0.006798494141548872, 0.04062863066792488, 0.07470396906137466, 0.025454310700297356, 0.03842025250196457, 0.05895942822098732, 0.013920021243393421, 0.036782607436180115, -0.008870154619216919, -0.03763860836625099, 0.01278067845851183, 0.06640613079071045, 0.019106676802039146, 0.011895354837179184, -0.009893476031720638, 0.027726013213396072, -0.0007082613883540034, -0.017452647909522057, 0.030897529795765877, 0.013869346119463444, 0.024487579241394997, -0.061680424958467484, 0.05306634679436684, -0.020618971437215805, 0.02509322576224804, -0.03916710987687111, 0.016489315778017044, -0.04999705031514168, 0.03084172122180462, -0.0045079453848302364, 0.007062917575240135, -0.05550907179713249, 0.02706778608262539, 0.0065764267928898335, -0.009127706289291382, -0.025068368762731552, 0.04509810730814934, 0.01950230821967125, -0.0526384636759758, 0.007834447547793388, -0.05534283071756363, -0.014847077429294586, -0.01290200836956501, -0.0002987485204357654, 0.025111842900514603, 0.019533049315214157, -0.024971235543489456, -0.002347067929804325, 0.025274472311139107, -0.035806331783533096, 0.005933917127549648, -0.0030871990602463484, 0.017884230241179466, -0.028187494724988937, -0.029609711840748787, -0.015902675688266754, -0.03861783444881439, 0.012158083729445934, 0.06229139864444733, 0.022176343947649002, 0.0467953085899353, -0.0060111237689852715, 0.025763461366295815, -0.0009590685367584229, 0.02773960493505001, -0.010388675145804882, -0.04835393279790878, 0.02062327042222023, -0.010193287394940853, -0.06314927339553833, 0.06198668107390404, -0.0010346141643822193, -0.05834369733929634, -0.007336912676692009, 0.04334043711423874, -0.0153176449239254, 0.017015676945447922, 0.03586912900209427, 0.0045263743959367275, -0.009332512505352497, -0.03682050481438637, -0.018802406266331673, -0.023154541850090027, -0.008028884418308735, 0.014957983046770096, -0.06733864545822144, 0.021840086206793785, -0.004015470389276743, -0.022707993164658546, -0.015725743025541306, 0.006208087783306837, -0.04824547469615936, 0.016508424654603004, -0.013660310767591, 0.0011665370548143983, -0.07680941373109818, 0.07649090141057968, -0.0038066201377660036, -0.040254708379507065, 0.00005053199492977001, 0.014215278439223766, 0.0347977913916111, 0.003935396671295166, -0.024115171283483505, 0.0820998027920723, 0.02325339801609516, 0.024427512660622597, -0.042626891285181046, 0.052066247910261154, -0.02373930625617504, -0.04860902205109596, -0.009958737529814243, 0.05924347788095474, -0.043835148215293884, -0.02221481129527092, -0.01261435728520155, -0.01805780455470085, -0.01292399037629366, 0.003867897903546691, 0.026658499613404274, 0.06671188771724701, 0.015672143548727036, -0.054142165929079056, 0.022838950157165527, 0.015895986929535866, 0.02121926285326481, -0.019962430000305176, -0.011397112160921097, -0.014845121651887894, -0.029515337198972702, -0.01614384911954403, 0.008929014205932617, -0.0011243518674746156, 0.028959140181541443, -0.034645773470401764, 0.026588253676891327, 0.09281619638204575, 0.07399573922157288, 0.008513114415109158, -0.01363030169159174, 0.026115749031305313, 0.03028605692088604, 0.02016047202050686, 0.0158954206854105, 0.03402033820748329, 0.02469642460346222, 0.014128442853689194, -0.005953067447990179, 0.03944849222898483, -0.002527000615373254, 0.019645432010293007, -0.06126311421394348, -0.050159383565187454, 0.040810927748680115, -0.038597553968429565, -0.013096635229885578, 0.033113133162260056, 0.060755062848329544, 0.021325435489416122, 0.037245530635118484, -0.0059485044330358505, -0.06978880614042282, 0.031345970928668976, -0.0045991260558366776, 0.026659777387976646, 0.033966876566410065, -0.012955762445926666, 0.04689597338438034, 0.008133936673402786, -0.010900626890361309, 0.05452149733901024, -0.0727396085858345, -0.07040884345769882, -0.006521584000438452, -0.017625456675887108, 0.06630493700504303, -0.031782492995262146, 0.012440039776265621, 0.07341919839382172, 0.01577039435505867, 0.05680503323674202, 0.02263299748301506, -0.00971355102956295, 0.02408118173480034, -0.014623729512095451, -0.0386275090277195, 0.0765010342001915, 0.03807492181658745, 0.007755184546113014, -0.05911937355995178, 0.01035897433757782, 0.002703558187931776, -0.003972913138568401, 0.02557963691651821, -0.017269404605031013, 0.061460092663764954, -0.006015142425894737, 0.06253001093864441, -0.02859768271446228, 0.045950863510370255, -0.05850788578391075, -0.005722643341869116, -0.006879416294395924, -0.013510300777852535, 0.030240928754210472, -0.0041158730164170265, 0.11360500752925873, 0.054124169051647186, -0.06216973438858986, -0.04297049716114998, 0.029630102217197418, 0.0005260281031951308, -0.03718385845422745, 0.010980328544974327, -0.005726607982069254, 0.011701572686433792, -0.01047278381884098, -0.057882413268089294, -0.032964251935482025, 0.026249442249536514, -0.0508541539311409, -0.010988453403115273, 0.05256887897849083, -0.008635016158223152, 0.051965609192848206, -0.03198112174868584, -0.016244491562247276, 0.006916902959346771, -0.03482698276638985, -0.03532109037041664, 0.012475616298615932, 0.0031886978540569544, -0.018097560852766037, 0.0596744641661644, -0.042782288044691086, -0.03118186444044113, -0.04542655870318413, -0.007736086379736662, -0.00018369722238276154, 0.051371749490499496, 0.05321407690644264, -0.034499358385801315, 0.05884632095694542, -0.019564101472496986, 0.010912051424384117, -0.008067087270319462, -0.043496519327163696, -0.04082527384161949, -0.023927871137857437, -0.008935721591114998, 0.008251544088125229, -0.013144232332706451, 0.007856200449168682, 0.015694521367549896, 0.015036286786198616, -0.011492576450109482, -0.008363565430045128, 0.02885696291923523, 0.008869938552379608, -0.00553100137040019, -0.007199157495051622, -0.017687423154711723, 0.05035681650042534, -0.016665441915392876, -0.0008419396472163498, 0.004211645107716322, -0.06333760172128677, 0.0478380061686039, -0.07593398541212082, -0.04479249566793442, 0.008380976505577564, 0.020560823380947113, 0.03732256591320038, 0.018929773941636086, 0.014567146077752113, 0.04161011800169945, 0.017974069342017174, 0.008891216479241848, 0.024661503732204437, 0.00964280217885971, 0.04537392780184746, 0.024686573073267937, 0.0004613588680513203, 0.03171098977327347, -0.013127471320331097, 0.010916847735643387, -0.0477752648293972, 0.04565874859690666, -0.019766846671700478, -0.28712019324302673, 0.04254377260804176, 0.01666911132633686, -0.047353025525808334, 0.03443753346800804, 0.0007129561272449791, 0.011296253651380539, -0.05489657446742058, -0.028902525082230568, -0.0007987420540302992, -0.03081394173204899, -0.05465805530548096, -0.0075615341775119305, 0.0473426915705204, 0.0030177731532603502, 0.006385510787367821, 0.014451124705374241, -0.028993478044867516, 0.01697537861764431, 0.04934938997030258, -0.019604096189141273, -0.04983474314212799, -0.024455476552248, 0.021174082532525063, 0.03123258799314499, 0.06741347163915634, -0.0768057107925415, 0.04077638313174248, -0.06333034485578537, 0.010547713376581669, -0.020592914894223213, 0.010267168283462524, -0.0037074596621096134, -0.027502652257680893, -0.0033964598551392555, -0.01760067418217659, 0.03779265284538269, 0.0006220412324182689, -0.015596769750118256, 0.02707817777991295, -0.0162586010992527, -0.03302193433046341, 0.030148666352033615, 0.019822342321276665, 0.07459620386362076, 0.03042130544781685, -0.08709881454706192, -0.011789096519351006, -0.030609531328082085, 0.08157771825790405, -0.060391493141651154, -0.008064854890108109, -0.012638190761208534, 0.04124978184700012, -0.02654911018908024, -0.0008439588127657771, -0.011893538758158684, -0.036580659449100494, -0.049201734364032745, -0.018427837640047073, -0.020725321024656296, -0.02709849923849106, 0.011557193472981453, -0.053514376282691956, 0.0010529992869123816, -0.06178157404065132, -0.08500785380601883, -0.029960373416543007, 0.06480333209037781, -0.004238363821059465, -0.03427353501319885, 0.014710973016917706, -0.005440006498247385, -0.11669399589300156, -0.005499247927218676, -0.00038853217847645283, -0.024337854236364365, -0.016925562173128128, 0.0451095849275589, 0.03462008014321327, -0.02570423111319542, -0.0437343530356884, -0.007066018413752317, 0.00917140208184719, 0.03536932170391083, 0.008295035921037197, 0.058471132069826126, 0.027612008154392242, -0.05255845561623573, 0.010423686355352402, 0.06009400635957718, 0.0143640898168087, -0.027321118861436844, -0.0049045938067138195, 0.037764035165309906, 0.005416451022028923, 0.022251883521676064, -0.012306278571486473, 0.010951515287160873, 0.028346214443445206, -0.007935193367302418, -0.0633024200797081, 0.02973821945488453, -0.02641635201871395, -0.0173074621707201, -0.00042952128569595516, -0.02225925587117672, 0.026148540899157524, 0.03624381497502327, 0.02737664058804512, 0.0022160045336931944, -0.05597023665904999, 0.018562333658337593, -0.04291096702218056, -0.017184263095259666, -0.02904263325035572, 0.02487572282552719, 0.03943614661693573, -0.01565416157245636, -0.01841694489121437, -0.06156206503510475, 0.008129521273076534, -0.01894937828183174, -0.00012790481559932232, -0.07463950663805008, -0.01239128690212965, -0.02881593070924282, -0.04684489965438843, 0.01216034684330225, 0.010559446178376675, -0.015111466869711876, 0.02405703067779541, 0.05328884720802307, -0.029632283374667168, 0.02626575343310833, -0.024928871542215347, -0.07700175791978836, -0.02916635572910309, -0.032090336084365845, -0.018129978328943253, 0.020427243784070015, 0.015134569257497787, 0.0013882865896448493, 0.00491677550598979, 0.03230353444814682, -0.012916513718664646, 0.005820143967866898, -0.01084776408970356, 0.046115800738334656, 0.03703129664063454, -0.0014451696770265698, -0.054427605122327805, 0.04711976647377014, -0.04510375112295151, -0.036238644272089005, -0.0002222188632003963, 0.03876468166708946, -0.0048125134781003, -0.05248621478676796, -0.012778675183653831, 0.02317585051059723, -0.0500190295279026, -0.043573908507823944, -0.03764956071972847, 0.04281484708189964, 0.056682538241147995, -0.0433172807097435, 0.006278053391724825, -0.009168513119220734, -0.011459589004516602, -0.00982085894793272, 0.027148041874170303, -0.05408014729619026, 0.002039442304521799, -0.010589320212602615, 0.009483386762440205, -0.003853211412206292, 0.0016663257265463471, 0.02366332709789276, 0.002678376156836748, -0.0036777968052774668, -0.020381441339850426, -0.009162056259810925, 0.016032272949814796, 0.0404069758951664, 0.025080714374780655, 0.004623606335371733, -0.014752904884517193, -0.01410963200032711, -0.014116209000349045, -0.03612726926803589, -0.03134642913937569, -0.02060350961983204, 0.019990570843219757, -0.04081682860851288, -0.06349647790193558, 0.03966571018099785, 0.00689513236284256, 0.031839050352573395, 0.0014770235866308212, 0.010976528748869896, 0.008655457757413387, -0.029605384916067123, 0.035726290196180344, 0.04675240069627762, -0.05456789955496788, 0.010988671332597733, -0.017560657113790512, 0.0006791571504436433, 0.024048201739788055, -0.0081570940092206, -0.04327753931283951, -0.02976599521934986, -0.01312135811895132, 0.01838909089565277, -0.08623087406158447, -0.02527383528649807, -0.04666726663708687, -0.0019149710424244404, 0.016443446278572083, -0.010609346441924572, -0.04528772830963135, 0.0014555773232132196, 0.00400822376832366, -0.0318649560213089, 0.01826906017959118, -0.038079310208559036, 0.018925387412309647, 0.011266964487731457, -0.03403470665216446, -0.015984348952770233, -0.013181354850530624, 0.03355202078819275, -0.00011114237713627517, -0.031380295753479004, -0.01056252233684063, -0.007632540538907051, -0.017184089869260788, -0.004848684184253216, 0.019957682117819786, -0.038545943796634674, -0.023692891001701355, -0.024511750787496567, -0.033991459757089615, -0.032503556460142136, 0.009178711101412773, -0.034520238637924194, -0.015811827033758163, 0.034693095833063126, 0.0697130635380745, 0.034726548939943314, 0.025059672072529793, -0.0029479300137609243, -0.0185493566095829, 0.03980148211121559, -0.04967969283461571, -0.02528509497642517, -0.0410754568874836, -0.05096876993775368, -0.01442355290055275, 0.023767855018377304, -0.0073336027562618256, -0.03917320445179939, 0.009633878245949745, 0.015155600383877754, 0.04630998894572258, 0.02982637658715248, 0.0062105958350002766, 0.041333265602588654, -0.0690050944685936, -0.00554279237985611, -0.07966791838407516, 0.014811228960752487, 0.016333643347024918, -0.002845960669219494, 0.008918569423258305, -0.009321102872490883, -0.03299747407436371, 0.03325168415904045, -0.07568147778511047, -0.022847358137369156, 0.04230824485421181, -0.010967004112899303, -0.0210413821041584, 0.033889345824718475, -0.06845156848430634, 0.020981699228286743, 0.032137688249349594, -0.04595841094851494, -0.03477653115987778, -0.024548647925257683, 0.03936928138136864, -0.0042290398851037025, 0.020273858681321144, -0.047268304973840714, -0.010710286907851696, 0.05337364599108696, 0.0070910705253481865, 0.02184307388961315, 0.07101374119520187, -0.01982620544731617, 0.04017076641321182, 0.026598166674375534, 0.02936437912285328, -0.005590489599853754, 0.015328186564147472, -0.01864483207464218, -0.07339182496070862, 0.035956960171461105, 0.011890341527760029, -0.042643602937459946, -0.03358876705169678, 0.059258464723825455, 0.021419910714030266, -0.034741103649139404, -0.024507693946361542, 0.0075852880254387856, -0.05095478147268295, 0.00073248241096735, -0.019480738788843155, -0.012007170356810093, -0.03262251242995262, 0.049221429973840714, -0.0023114627692848444, 0.030822057276964188, 0.05736437439918518, 0.017783310264348984, -0.013443800620734692, -0.0063078999519348145, 0.08968799561262131, 0.08571992814540863, 0.06051160767674446, 0.020162643864750862, 0.06557315587997437, -0.007071447558701038, -0.0529194250702858, 0.018409471958875656, -0.011762059293687344, -0.006838858127593994, -0.004287092946469784, 0.02677055262029171, 0.029415827244520187, -0.027199670672416687, 0.06381329149007797, -0.008143450133502483, -0.03378769010305405, 0.004730300046503544, 0.02126227505505085, 0.02145504206418991, 0.09914222359657288, 0.010175961069762707, 0.030733169987797737, -0.00805115420371294, -0.039945442229509354, 0.035902757197618484, -0.02494698390364647, -0.0010521307121962309, 0.026609493419528008, 0.003477121703326702, 0.019810296595096588, 0.017548127099871635, 0.014944199472665787, 0.08375353366136551, -0.03113078698515892, 0.005717153195291758, -0.0066819204948842525, 0.02187131717801094, -0.02697368711233139, -0.007226874586194754, -0.026966562494635582, -0.01808585412800312, -0.008275377564132214, -0.043697237968444824, -0.04023187234997749, -0.035246700048446655, -0.02802220545709133, 0.058867890387773514, -0.02152116782963276, 0.0004073756863363087, 0.01971348561346531, 0.015588768757879734, -0.024731582030653954, -0.05619846656918526, -0.047115713357925415, -0.028535274788737297, -0.040028367191553116, -0.014398043975234032, 0.020123399794101715, 0.00017099230899475515, -0.03202288970351219, -0.01350579783320427, -0.004395755007863045, -0.02273598127067089, 0.04648822546005249, -0.035046420991420746, -0.01854597218334675, 0.021859953179955482, 0.026824483647942543, 0.037071507424116135, 0.013911408372223377, 0.03302409499883652, -0.016022881492972374, -0.01190036628395319, -0.006209551356732845, -0.009541974402964115, 0.0001352729887003079, 0.0019451151601970196, 0.005067077931016684, -0.09276625514030457, -0.0002941595739684999, 0.013296369463205338, -0.02290431037545204, -0.07866808772087097, 0.04962856322526932, -0.004795757122337818, 0.008780494332313538, 0.05186532810330391, -0.007744227070361376, 0.023076722398400307, -0.024189528077840805, 0.0066597601398825645, -0.013086934573948383, 0.01994718238711357, 0.05708383023738861, -0.032341040670871735, 0.08037714660167694, 0.0018442468717694283, -0.008654228411614895, -0.04382872208952904, -0.010673637501895428, -0.01388055831193924, 0.0012582604540511966, -0.01562531851232052, -0.010710170492529869, -0.023788336664438248, -0.0862254723906517, 0.0009861837606877089, 0.033640675246715546, -0.0340714156627655, -0.026135340332984924, 0.04064041003584862, 0.008648662827908993, -0.04209265857934952, 0.02557009644806385, -0.048277597874403, 0.03528355434536934, -0.03609305992722511, -0.018311867490410805, 0.026343990117311478, 0.024228179827332497, -0.007540308870375156, -0.011448233388364315, 0.016274597495794296, -0.05165884643793106, -0.0008785977261140943, -0.006644025444984436, 0.015403554774820805, 0.04762047901749611, -0.007920585572719574, 0.010518781840801239 ]
[ -0.10464080423116684, -0.0028108758851885796, -0.037795137614011765, -0.03599999099969864, 0.05004849657416344, -0.02514866553246975, 0.04504441097378731, 0.01616714708507061, 0.004157259128987789, -0.04869456961750984, 0.006574341095983982, 0.006654798984527588, 0.010674381628632545, -0.03292936086654663, 0.05690255016088486, -0.008026152849197388, -0.03140800818800926, -0.0811903178691864, 0.023256933316588402, 0.03117077425122261, -0.007735207676887512, -0.04790328070521355, -0.028892602771520615, 0.005953222047537565, 0.024589696899056435, 0.03964775428175926, 0.012172356247901917, -0.021036440506577492, -0.0011642967583611608, -0.1859407126903534, -0.00856881681829691, 0.009473402053117752, 0.04419964924454689, -0.02119912952184677, 0.027079198509454727, 0.05269365385174751, 0.016583112999796867, 0.02252170816063881, 0.011756484396755695, 0.05766439437866211, -0.004164566285908222, 0.03980991616845131, -0.039030738174915314, -0.03800259530544281, 0.02800098806619644, 0.018926089629530907, 0.010414150543510914, -0.04473927244544029, -0.04059233143925667, 0.0038328226655721664, -0.06458310782909393, -0.03470378741621971, -0.005401825066655874, 0.014479472301900387, -0.0336361788213253, 0.02127089351415634, 0.04459773376584053, 0.06908704340457916, -0.002283565467223525, 0.015256412327289581, 0.031796809285879135, -0.0338427908718586, -0.13397075235843658, 0.07695812731981277, 0.06483584642410278, 0.07521689683198929, -0.03840111196041107, -0.008532976731657982, -0.015419892966747284, 0.08031369000673294, -0.005246443208307028, -0.02368716523051262, -0.0218693595379591, 0.024138247594237328, 0.03657443821430206, 0.009030487388372421, 0.0030158446170389652, 0.020807374268770218, 0.024095848202705383, -0.05926726758480072, -0.03306623920798302, -0.001230520778335631, -0.011551428586244583, -0.01410435326397419, -0.05367986485362053, 0.020079510286450386, -0.005586371291428804, 0.029342882335186005, 0.02872614376246929, 0.01948482356965542, 0.031118744984269142, 0.017481248825788498, 0.04426265135407448, -0.0024942709133028984, -0.07383827865123749, -0.021662643179297447, -0.01909753493964672, 0.009264074265956879, -0.06594821065664291, 0.42450615763664246, -0.036062076687812805, -0.019960269331932068, 0.0759621113538742, 0.07015539705753326, -0.0034320775885134935, 0.017411543056368828, 0.03309652954339981, -0.06981334835290909, 0.021301040425896645, -0.015217424370348454, 0.02880745381116867, 0.02900678664445877, 0.07500744611024857, -0.03595051169395447, 0.029685115441679955, 0.04390869662165642, 0.017816873267292976, 0.01917019672691822, -0.02158128097653389, -0.004058863967657089, -0.02331397868692875, 0.017922550439834595, 0.02675176039338112, 0.016130315139889717, -0.03789929673075676, -0.03663559630513191, -0.016392510384321213, 0.07386381179094315, 0.06383984535932541, -0.035864051431417465, 0.050589367747306824, -0.020477624610066414, -0.011829775758087635, 0.002953998977318406, 0.006992745213210583, 0.008989737369120121, 0.008295837789773941, -0.012542452663183212, -0.02307034283876419, 0.03676590695977211, 0.027707712724804878, -0.03923749178647995, 0.017112955451011658, -0.004378108307719231, -0.050999715924263, 0.12325352430343628, 0.017205316573381424, -0.02757018618285656, -0.021720170974731445, -0.015975458547472954, -0.0037042221520096064, 0.03836153820157051, -0.01879305951297283, -0.04739692807197571, 0.009611398912966251, 0.0058664605021476746, 0.08204194903373718, 0.009616198018193245, -0.04599035903811455, -0.011883219704031944, -0.010708718560636044, 0.00005657495421473868, -0.0581163689494133, 0.06241839751601219, 0.07113366574048996, -0.07464038580656052, 0.0009567149099893868, 0.00452077854424715, 0.026666399091482162, -0.08866863697767258, -0.018997877836227417, 0.004280411638319492, -0.0025442657060921192, 0.020291952416300774, 0.026058964431285858, -0.02581861987709999, -0.02614760771393776, 0.009059439413249493, 0.042956914752721786, 0.03746993839740753, 0.03651033714413643, 0.004419724456965923, -0.045428842306137085, 0.007231101859360933, -0.006828152574598789, -0.04112778231501579, -0.04310993850231171, -0.02761407196521759, -0.034850217401981354, 0.003394821658730507, -0.023724904283881187, -0.003147618845105171, -0.10051331669092178, 0.0792410597205162, -0.04836529493331909, -0.03567942604422569, 0.032016295939683914, -0.023587211966514587, -0.06575986742973328, 0.010655220597982407, -0.07600430399179459, 0.04245652258396149, -0.04445883259177208, 0.028142252936959267, -0.06507841497659683, 0.05394013971090317, 0.04007565975189209, -0.03689384087920189, 0.07595398277044296, 0.008704448118805885, -0.02551998384296894, -0.04080533608794212, 0.0019249218748882413, 0.03468937799334526, 0.01587636023759842, 0.0005895788199268281, 0.0016344168689101934, 0.04690886288881302, -0.005739949643611908, -0.0009166517993435264, -0.009581905789673328, 0.005112838465720415, -0.015976516529917717, -0.34348955750465393, -0.04356676712632179, -0.04792281240224838, -0.010964712128043175, -0.007939048111438751, -0.03217938914895058, 0.021958600729703903, -0.01556206215173006, -0.04138151928782463, 0.016956031322479248, 0.075615294277668, 0.007847697474062443, -0.025131510570645332, -0.07324393838644028, -0.00569302961230278, 0.009149633347988129, -0.06148632615804672, -0.017109906300902367, -0.06024358049035072, 0.027338605374097824, 0.0076177180744707584, 0.03309891000390053, -0.03440229967236519, -0.056984130293130875, -0.0076959338039159775, -0.021892614662647247, 0.07969355583190918, -0.011254126206040382, 0.07085214555263519, -0.003602926153689623, 0.0171120073646307, 0.015194382518529892, 0.0289847943931818, -0.10679097473621368, 0.02767350524663925, -0.029034366831183434, -0.02720017544925213, -0.025238776579499245, 0.01697544939815998, -0.05066080018877983, -0.07537215203046799, 0.021540483459830284, -0.08151575922966003, -0.006584329064935446, -0.07996421307325363, 0.004281350877135992, -0.025910891592502594, -0.026656130328774452, -0.04092368856072426, 0.06123816594481468, 0.018370922654867172, 0.009861349128186703, 0.03426176682114601, 0.03140566498041153, -0.017741376534104347, -0.051553573459386826, -0.09658650308847427, 0.022267276421189308, -0.0054305000230669975, -0.005226738750934601, 0.03245842829346657, 0.06712842732667923, 0.009912463836371899, -0.05216336250305176, 0.026845110580325127, 0.0062086572870612144, -0.01963784545660019, 0.006054239347577095, 0.04943101853132248, 0.001571771572344005, -0.00940633937716484, 0.13486076891422272, 0.0041126650758087635, -0.08423115313053131, 0.027825288474559784, 0.038663774728775024, -0.023535192012786865, 0.019031986594200134, -0.01709390990436077, -0.01853654719889164, 0.021996891126036644, -0.03108948841691017, 0.023145411163568497, -0.0202262494713068, -0.0007102725794538856, 0.014765622094273567, -0.025518342852592468, -0.01671408861875534, 0.08726971596479416, 0.013541027903556824, -0.014089835807681084, -0.0033836234360933304, -0.021159645169973373, -0.048515331000089645, 0.08330219984054565, 0.025373445823788643, -0.24832479655742645, -0.0056231324560940266, 0.045023683458566666, 0.05857875570654869, -0.022068608552217484, 0.0505545474588871, 0.01813821867108345, -0.036476198583841324, -0.011979982256889343, -0.0008055338403210044, 0.03500654548406601, 0.006522163283079863, 0.01096736453473568, 0.0019242309499531984, 0.02523151785135269, -0.0032609673216938972, 0.07088220119476318, -0.027164621278643608, 0.013063112273812294, 0.004248892888426781, 0.005134750157594681, 0.0012783508282154799, 0.15930931270122528, 0.0021620390471071005, 0.06400015205144882, 0.009304124861955643, 0.03268413245677948, 0.022294359281659126, 0.045302655547857285, 0.010561218485236168, 0.013032578863203526, -0.03401724994182587, 0.04371741786599159, 0.001363640185445547, 0.00443406542763114, -0.0704861730337143, -0.014464931562542915, 0.01922636106610298, 0.0357837900519371, 0.00845353864133358, 0.019907809793949127, -0.007712005637586117, -0.003615858731791377, 0.023785924538969994, 0.08668097853660583, 0.03408633545041084, -0.027765965089201927, -0.04978403449058533, -0.023470915853977203, 0.0014762954087927938, -0.05132981389760971, -0.03474496304988861, 0.004344728775322437, -0.018826613202691078, 0.010191882029175758, 0.03991973400115967, 0.022181101143360138, -0.02478090487420559, -0.007448022253811359, 0.0018696419429033995, -0.027957858517766, -0.006142232101410627, 0.10398032516241074, 0.061337318271398544, 0.03376424312591553 ]
[ -0.0360201820731163, 0.0062660458497703075, -0.024044163525104523, 0.00638404069468379, -0.026440883055329323, 0.018213286995887756, -0.022768158465623856, 0.0013215761864557862, 0.03145758435130119, 0.013299291953444481, -0.012839693576097488, 0.028300410136580467, 0.040394868701696396, -0.029731502756476402, 0.03051927499473095, -0.01797306537628174, -0.015668107196688652, -0.016582487151026726, 0.024889187887310982, -0.015812795609235764, -0.022396592423319817, -0.00096395134460181, -0.0105277756229043, 0.0004481704090721905, 0.015111742541193962, -0.012860683724284172, -0.016632555052638054, 0.010154372081160545, 0.01406504213809967, -0.15870757400989532, -0.036335207521915436, -0.00628329673781991, 0.006776079069823027, 0.03709455579519272, -0.009722321294248104, 0.01901957392692566, 0.005396882072091103, 0.023918502032756805, 0.005635685753077269, 0.006306258961558342, -0.002010165713727474, 0.0061660036444664, -0.015195542015135288, -0.008204703219234943, -0.029879236593842506, 0.022833945229649544, -0.032573625445365906, -0.015733670443296432, 0.009648501873016357, -0.05007336661219597, -0.0449289046227932, -0.02671380341053009, 0.026959028095006943, -0.006915879901498556, 0.047431282699108124, -0.02745591104030609, 0.014845173805952072, -0.003452235832810402, 0.012528963387012482, -0.013781912624835968, 0.02121574431657791, -0.016239820048213005, -0.051032621413469315, 0.00496869208291173, -0.02389124408364296, -0.005966759752482176, 0.012027214281260967, 0.02405209094285965, -0.03643102943897247, 0.0020157110411673784, -0.01119729969650507, 0.00893576443195343, 0.006706293672323227, -0.006770766340196133, 0.003847049083560705, 0.00898168794810772, -0.012355385348200798, -0.011214552447199821, 0.04796987771987915, -0.016866501420736313, -0.059832192957401276, 0.036994729191064835, 0.022225070744752884, 0.017808422446250916, 0.007206188049167395, -0.011520324274897575, -0.0144326938316226, -0.023610863834619522, 0.017293931916356087, 0.02501620538532734, -0.010127748362720013, 0.05380912870168686, 0.001712861587293446, 0.01711047627031803, -0.10584767907857895, 0.010325571522116661, 0.011970948427915573, -0.017597487196326256, 0.004939449019730091, 0.8495574593544006, 0.010203205049037933, 0.00452857231721282, 0.0345304049551487, -0.01002796646207571, 0.02203533425927162, -0.004388408735394478, 0.027962878346443176, -0.012985308654606342, -0.010034503415226936, -0.016378706321120262, 0.009657450020313263, 0.009099913761019707, 0.0026786525268107653, 0.0023608084302395582, 0.022685158997774124, 0.008394069038331509, 0.031167304143309593, 0.02552853524684906, 0.02051457017660141, 0.018968265503644943, 0.0391814187169075, -0.00458518136292696, 0.007163125555962324, -0.010968519374728203, 0.018710389733314514, -0.17595992982387543, -0.02768988162279129, -9.272614618709018e-33, 0.03700971230864525, -0.0033259789925068617, -0.018793804571032524, 0.012690217234194279, 0.008630190044641495, -0.006138093303889036, 0.01827303133904934, 0.03120552934706211, -0.0015709329163655639, -0.02498428151011467, -0.049400828778743744, 0.00014891632599756122, 0.0299629308283329, -0.027178743854165077, -0.008530089631676674, -0.010670917108654976, -0.011192581616342068, 0.03604453429579735, -0.03414541110396385, -0.006346073932945728, 0.047843366861343384, 0.01065365131944418, 0.01845507323741913, 0.00081872777082026, 0.01212899386882782, -0.0205538272857666, -0.009901164099574089, -0.011527528055012226, 0.008139641024172306, -0.0343974307179451, -0.016052622348070145, 0.01735456846654415, -0.030765475705266, -0.010007327422499657, -0.012300381436944008, -0.025011859834194183, -0.012521975673735142, 0.024604003876447678, 0.007302762474864721, -0.03228269889950752, 0.0074554248712956905, -0.0030154858250170946, -0.04558999836444855, 0.008192053996026516, 0.04310588166117668, 0.020297877490520477, -0.008569310419261456, -0.0019176577916368842, 0.014519191347062588, 0.0057867132127285, 0.00042681361082941294, 0.008776218630373478, 0.011348486877977848, -0.011341448873281479, -0.03253556042909622, 0.024508340284228325, 0.00226776790805161, 0.008655501529574394, 0.017453456297516823, 0.03947049379348755, 0.006466466002166271, 0.0228725615888834, -0.043665558099746704, 0.010931115597486496, -0.016416920349001884, -0.002359449863433838, -0.006203098222613335, -0.009116213768720627, 0.027379576116800308, -0.06929407268762589, -0.038743387907743454, -0.020231693983078003, 0.00723288906738162, 0.017619049176573753, -0.004044062923640013, -0.022999515756964684, -0.00902630016207695, -0.0058746421709656715, -0.009509569965302944, 0.009704210795462132, -0.02476728893816471, -0.012713727541267872, -0.015291568823158741, -0.02509273588657379, -0.013777443207800388, 0.011605451814830303, 0.03330344706773758, -0.031038649380207062, -0.0501675046980381, 0.03592105954885483, 0.03907738998532295, -0.026953570544719696, 0.02060084231197834, 0.005522049963474274, 0.0044163488782942295, 8.875628135917254e-33, 0.007966874167323112, -0.04103121906518936, -0.002769047860056162, -0.013348187319934368, 0.03626518324017525, -0.01747787557542324, 0.0018990231910720468, -0.014770273119211197, -0.06944222003221512, 0.02384359948337078, -0.009138577617704868, 0.006324187386780977, -0.013467873446643353, 0.05184093490242958, 0.008359838277101517, -0.015674585476517677, 0.03021286055445671, -0.017027104273438454, 0.02609841153025627, 0.002146785845980048, 0.03226852789521217, -0.006955394055694342, 0.017774183303117752, 0.0323023721575737, 0.039588283747434616, 0.0583835169672966, -0.018821217119693756, -0.01997658982872963, 0.035392507910728455, 0.024722734466195107, -0.0011699252063408494, -0.023812010884284973, 0.0043550049886107445, -0.0009561215410940349, 0.03261035308241844, -0.00754014914855361, -0.004222001880407333, -0.012639989145100117, -0.02082999236881733, -0.010402394458651543, 0.028277326375246048, -0.013378665782511234, -0.014956939034163952, 0.00886387936770916, 0.03299981728196144, 0.03095162846148014, 0.014329681172966957, -0.018514534458518028, -0.021295249462127686, -0.0028008362278342247, 0.02598716877400875, 0.006477621383965015, -0.001547346357256174, 0.022842170670628548, -0.01048579066991806, -0.020235862582921982, -0.007727424148470163, 0.016950905323028564, -0.002457810565829277, 0.026206323876976967, -0.0035909628495573997, -0.011023533530533314, -0.047768641263246536, -0.020023919641971588, -0.02462383732199669, 0.014457937330007553, -0.007148443721234798, 0.027649186551570892, 0.023576024919748306, 0.01835744082927704, -0.05011715367436409, 0.007154634688049555, -0.005220202729105949, 0.0014677672879770398, 0.0023623767774552107, 0.0036149166990071535, -0.015581822954118252, -0.012257385067641735, -0.03488597646355629, 0.030037978664040565, 0.008046613074839115, 0.005406532436609268, -0.019109882414340973, 0.003978081978857517, -0.01265684049576521, 0.030407903715968132, 0.02894727513194084, 0.04365689307451248, 0.004235198721289635, 0.02610352262854576, -0.013356994837522507, -0.04148293659090996, 0.002123772632330656, 0.0022617336362600327, -0.0016977270133793354, -1.4198832332112943e-8, 0.013131306506693363, 0.027854055166244507, -0.0056889536790549755, 0.011524662375450134, 0.016895366832613945, -0.025911971926689148, -0.015594587661325932, -0.037615638226270676, -0.0137301841750741, 0.020394112914800644, 0.04903170093894005, -0.004733612295240164, 0.013040280900895596, 0.017920609563589096, 0.04376211389899254, -0.019214317202568054, -0.038939133286476135, -0.007555363699793816, 0.03225867450237274, 0.023537637665867805, 0.036650191992521286, 0.03671345114707947, -0.06094815954566002, 0.03675121068954468, 0.029863756150007248, 0.004902285058051348, -0.035108763724565506, -0.09877663850784302, -0.00618676608428359, -0.01148331817239523, 0.02255862206220627, -0.016400841996073723, -0.04119480028748512, 0.03210526704788208, 0.0006971683469600976, -0.0279722698032856, 0.008668310008943081, -0.02144860289990902, 0.00875268317759037, 0.014148738235235214, -0.008529637940227985, 0.002694303635507822, 0.0037818257696926594, -0.031460486352443695, 0.0007994328625500202, -0.006681390106678009, -0.022793656215071678, -0.03581208735704422, 0.008893036283552647, -0.05494585633277893, 0.008784803561866283, 0.0017402542289346457, 0.000663219194393605, 0.05402304604649544, -0.025578349828720093, 0.0042386348359286785, -0.004875340033322573, 0.00950927846133709, -0.027641499415040016, -0.005622561555355787, 0.014594716019928455, 0.01749498024582863, -0.0007539605721831322, -0.02937253937125206 ]
the-5-dysfunctions-of-teams-in-code
https://markhneedham.com/blog/2009/05/28/the-5-dysfunctions-of-teams-in-code
false
2009-05-10 08:58:48
F#: Regular expressions/active patterns
[ "f" ]
[ "fsharp" ]
http://robotoverlords.blogspot.com/[Josh] has been http://twitter.com/markhneedham/status/1723697152[teaching me how to do regular expressions in Javascript this week] and intrigued as to how you would do this in F# I came across a couple of blog posts by Chris Smith talking about http://blogs.msdn.com/chrsmith/archive/2008/02/21/Introduction-to-F_2300_-Active-Patterns.aspx[active patterns] and http://blogs.msdn.com/chrsmith/archive/2008/02/22/regular-expressions-via-active-patterns.aspx[regular expressions via active patterns]. As I understand them active patterns are not that much different to normal functions but we can make use of them as part of a let or match statement which we can't do with a normal function. I wanted to create an active pattern that would be able to tell me if a http://www.markhneedham.com/blog/2009/04/18/f-refactoring-that-little-twitter-application-into-objects/[Twitter] http://www.markhneedham.com/blog/2009/04/13/f-a-day-of-writing-a-little-twitter-application/[status] has a url in it and to return me that url. If there are no urls then it should tell me that as well. This is therefore a partial active pattern as it does not necessarily describe something. Adapted from Chris Smith's blog I therefore ended up with the following active pattern: [source,ocaml] ---- open System.Text.RegularExpressions let (|Match|_|) pattern input = let m = Regex.Match(input, pattern) in if m.Success then Some (List.tl [ for g in m.Groups -> g.Value ]) else None ---- This is a generic active pattern which will take in a string and a regular expression and return an Option containing the matches if there are some and none if there aren't any. The '_' in the active pattern definition is the partial bit - we don't necessarily have a match. I quite liked what Chris did on line 4 of this statement whereby the results returned exclude the first item in the group of matches since this contains the entirety of the matched string rather than the individual matches. I was then able to make use of the active pattern to check whether or not a Tweet contains a url: [source,ocaml] ---- let ContainsUrl value = match value with | Match "(http:\/\/\S+)" result -> Some(result.Head) | _ -> None ---- Active patterns seem pretty cool from my limited playing around with them and are something that I came across by chance when looking around for ways to use regular expressions in F#.
null
null
[ 0.0139815304428339, -0.01874302141368389, -0.0025349794887006283, -0.015048774890601635, 0.07668600976467133, 0.02035829983651638, 0.041704852133989334, 0.03382686898112297, 0.011755308136343956, -0.0002394843177171424, -0.0240816418081522, -0.000299478298984468, -0.09860292822122574, -0.004147928673774004, -0.02181716449558735, 0.06916183233261108, 0.054694078862667084, -0.02016601152718067, 0.033372778445482254, -0.017895018681883812, 0.004558882210403681, 0.06493792682886124, 0.028171870857477188, 0.023275448009371758, 0.0492963008582592, 0.0075798905454576015, 0.027717379853129387, 0.0027258575428277254, -0.037651944905519485, 0.007019124459475279, 0.027707016095519066, 0.03970089554786682, 0.028854213654994965, -0.03231905773282051, 0.020907942205667496, 0.011258685030043125, 0.009443306364119053, 0.002403445541858673, -0.011883446015417576, 0.03819822147488594, -0.06766855716705322, 0.029771743342280388, -0.024340379983186722, 0.010753633454442024, -0.04770362749695778, 0.02892128936946392, -0.05918688699603081, -0.0005785530083812773, -0.004988907370716333, -0.010514669120311737, -0.05897248536348343, 0.0521562360227108, -0.023864179849624634, 0.01077907346189022, -0.006306788418442011, 0.056100789457559586, 0.021977225318551064, -0.05767587572336197, 0.026054784655570984, -0.028678100556135178, 0.014957284554839134, -0.0021763527765870094, 0.0024037451948970556, 0.04062480106949806, 0.00488674221560359, 0.018213927745819092, -0.014786891639232635, 0.04688248783349991, -0.05567697063088417, -0.02753365971148014, 0.022980356588959694, 0.019095653668045998, -0.0129902558401227, -0.013692257925868034, 0.01622932031750679, -0.02930542267858982, -0.018285583704710007, 0.061840955168008804, 0.02239551767706871, 0.0573970302939415, -0.02902197279036045, 0.023750457912683487, 0.05023683235049248, 0.022489488124847412, -0.0008216049172915518, -0.02560964785516262, -0.033842384815216064, 0.02192462794482708, -0.030332503840327263, 0.079588383436203, 0.021047042682766914, -0.05365120619535446, 0.03273734822869301, -0.0011370439315214753, 0.007530821021646261, -0.004435596987605095, 0.00508740684017539, -0.009603519923985004, -0.02161608822643757, -0.014506232924759388, -0.0438854843378067, -0.02801511622965336, 0.017100082710385323, -0.01189003512263298, -0.07081573456525803, -0.02704101987183094, -0.012504404410719872, 0.01023060455918312, 0.04020797833800316, -0.0023978976532816887, -0.05063404142856598, 0.0015251901932060719, -0.011752761900424957, -0.008445858024060726, -0.08369406312704086, 0.06060400977730751, 0.0034642380196601152, -0.0038757564034312963, -0.012530328705906868, 0.0267685167491436, 0.04123691841959953, 0.012063014321029186, -0.006144288927316666, 0.04666535556316376, 0.017667004838585854, 0.04508601129055023, 0.007740169297903776, 0.07282884418964386, -0.021933721378445625, -0.050136856734752655, -0.008530658669769764, 0.05680938810110092, -0.021707715466618538, 0.02659633196890354, -0.01698845997452736, -0.032318465411663055, -0.018334578722715378, -0.01880037784576416, 0.06247302144765854, 0.05950557813048363, 0.0021701552905142307, -0.05044584348797798, -0.015097612515091896, -0.0519937165081501, 0.020729223266243935, -0.0036695520393550396, -0.017880739644169807, -0.019215406849980354, -0.04519832134246826, 0.0028009191155433655, 0.03717480227351189, 0.0030812984332442284, 0.027843020856380463, -0.03422814607620239, 0.0010190593311563134, 0.06106860190629959, 0.042143531143665314, -0.012423595413565636, 0.0028631172608584166, 0.0229631494730711, 0.037274010479450226, 0.05976095050573349, -0.010016909800469875, 0.05192314088344574, 0.01791718788444996, -0.011139318346977234, 0.006598855368793011, 0.0648837685585022, -0.03035740554332733, -0.00925501435995102, -0.05772857367992401, -0.009438951499760151, 0.07548026740550995, -0.023732833564281464, -0.005536451004445553, 0.030111851170659065, 0.06527653336524963, -0.012492621317505836, 0.05088777095079422, 0.000779180321842432, -0.06348562240600586, 0.03895742446184158, 0.02242382802069187, 0.024448340758681297, 0.017930975183844566, -0.007257966790348291, 0.06193389371037483, 0.012467808090150356, 0.032580312341451645, 0.03548649698495865, -0.06243192031979561, -0.07113473117351532, -0.0443909578025341, -0.020611735060811043, 0.06996795535087585, -0.020100371912121773, 0.009703713469207287, 0.05835819989442825, 0.02247443236410618, 0.046040281653404236, 0.038423337042331696, -0.0377352274954319, 0.016850624233484268, -0.031185904517769814, -0.04517267644405365, 0.07213454693555832, 0.01735175959765911, -0.01705894060432911, -0.036126766353845596, -0.00040662335231900215, 0.008792665787041187, 0.0032292641699314117, 0.04457446560263634, -0.030291542410850525, 0.03554632514715195, 0.02837248332798481, 0.03745435178279877, -0.03153035044670105, 0.024856219068169594, -0.057175230234861374, 0.014882899820804596, -0.0005919177201576531, -0.02048194408416748, -0.010422494262456894, 0.007316564675420523, 0.12960250675678253, 0.04910648614168167, -0.05875524505972862, -0.06928588449954987, 0.007843765430152416, -0.013422778807580471, -0.036868225783109665, 0.0029489214066416025, 0.009208420291543007, -0.011747632175683975, -0.0007005163934081793, -0.04690118506550789, -0.02985350787639618, 0.006984436418861151, -0.03892942890524864, 0.04540000855922699, 0.08645600080490112, -0.022639304399490356, 0.0352836437523365, -0.039135027676820755, -0.025516608729958534, 0.015269136987626553, -0.012054882012307644, -0.02439936436712742, 0.011253081262111664, 0.028231961652636528, -0.02106199413537979, 0.03774203360080719, -0.03324831649661064, -0.03315434604883194, -0.010728239081799984, -0.04931444302201271, 0.03932780399918556, 0.028721626847982407, 0.04295504465699196, -0.01924155466258526, 0.06278103590011597, -0.030816735699772835, 0.0116297397762537, -0.019768593832850456, -0.05626427382230759, -0.024023357778787613, 0.0034695276990532875, 0.02126406505703926, 0.05390486493706703, 0.008746683597564697, 0.03783608227968216, 0.003112922655418515, 0.02153925411403179, -0.013046205043792725, -0.005381835158914328, 0.03381408005952835, -0.007492161355912685, -0.04218773543834686, -0.026001406833529472, -0.061882175505161285, 0.06762012094259262, -0.021145367994904518, -0.05090707167983055, -0.0435350239276886, -0.08084441721439362, 0.035960737615823746, -0.062094029039144516, -0.05530042201280594, 0.0032056563068181276, 0.009359335526823997, 0.018250228837132454, -0.01490056049078703, 0.01618420146405697, 0.046443864703178406, 0.013959965668618679, 0.015559260733425617, 0.01290297880768776, -0.015327871777117252, 0.039487339556217194, -0.007228808011859655, 0.02394704520702362, 0.07100454717874527, -0.006285584066063166, 0.009234790690243244, -0.05300014093518257, -0.0034880656749010086, 0.01810329034924507, -0.2740402817726135, 0.06505665928125381, 0.004294087179005146, -0.038204655051231384, 0.021631421521306038, -0.0038898149505257607, 0.0025160578079521656, -0.032002586871385574, -0.0056469980627298355, 0.012566640973091125, -0.011047344654798508, -0.01164928451180458, -0.01835632510483265, 0.04430088773369789, -0.013392929919064045, -0.030781684443354607, -0.0014032269828021526, -0.061483319848775864, 0.04117714241147041, 0.03717745840549469, -0.012983801774680614, -0.04117867723107338, 0.019496861845254898, 0.055326446890830994, 0.02269597165286541, 0.05631162226200104, -0.1018642783164978, 0.0022043518256396055, -0.01657666638493538, 0.01645391434431076, -0.02747606672346592, 0.000988317420706153, -0.0019670529291033745, -0.007577693555504084, -0.02634081430733204, -0.016656478866934776, 0.03951255977153778, -0.02203262597322464, 0.015033283270895481, 0.03507770597934723, -0.01399395801126957, -0.024944696575403214, -0.03446051850914955, -0.03181171044707298, 0.08635132014751434, 0.017238477244973183, -0.07896368205547333, 0.0009189650299958885, -0.02562812715768814, 0.05446868762373924, -0.012904356233775616, -0.0662907063961029, -0.01580415852367878, 0.048639994114637375, 0.025065040215849876, -0.05457362160086632, -0.00253816950134933, -0.04071044921875, -0.038169197738170624, -0.058659832924604416, -0.021575743332505226, -0.06364233791828156, -0.017644738778471947, -0.05142951384186745, -0.015806376934051514, -0.05310840532183647, -0.05951041355729103, -0.03028312511742115, 0.09242354333400726, 0.030414262786507607, 0.0041382997296750546, 0.026396239176392555, -0.019035810604691505, -0.1271979957818985, -0.04154952988028526, -0.003145241877064109, -0.03183150663971901, -0.004227832425385714, 0.02572568506002426, 0.048939693719148636, -0.04817216843366623, -0.04714721813797951, 0.016223948448896408, 0.033034469932317734, 0.03666005656123161, -0.005751449149101973, 0.023412324488162994, -0.02441135048866272, -0.012689079158008099, 0.000713473535142839, 0.06957167387008667, -0.004036594182252884, -0.02286544442176819, -0.009127775207161903, 0.026466336101293564, 0.010584012605249882, 0.0374235138297081, -0.002685729879885912, 0.028020387515425682, 0.01056639850139618, 0.05431480333209038, -0.07261528074741364, 0.032713036984205246, -0.027903351932764053, -0.00875914841890335, 0.0011473138583824039, -0.04026290029287338, 0.02838553488254547, 0.03970871865749359, 0.003040969604626298, -0.024094585329294205, -0.06664762645959854, 0.01414774265140295, -0.047540485858917236, -0.011838836595416069, -0.027730166912078857, 0.0005402924143709242, -0.005460894666612148, 0.01382360141724348, -0.014845361933112144, -0.03104446455836296, 0.019880671054124832, 0.012796420603990555, 0.0005910111358389258, -0.06806536018848419, -0.048485249280929565, 0.01234822254627943, -0.033805862069129944, 0.01087860856205225, 0.027114547789096832, 0.016162075102329254, 0.01668567955493927, -0.019328350201249123, -0.03912781924009323, 0.030120985582470894, -0.0028345196042209864, 0.010501108132302761, -0.04122684523463249, -0.013701295480132103, -0.029009105637669563, 0.018576303496956825, 0.003618935588747263, 0.0001558208023197949, 0.0262200478464365, 0.06091763824224472, 0.03305812552571297, 0.038496144115924835, -0.009327291510999203, 0.01766257733106613, 0.004736657254397869, -0.006424714811146259, -0.0484677217900753, 0.01121426373720169, -0.013548661023378372, 0.005947282072156668, -0.006236680783331394, 0.04094685986638069, -0.01216781884431839, -0.042303167283535004, -0.059285733848810196, 0.030498690903186798, -0.04365275055170059, -0.010812700726091862, -0.01879623904824257, 0.0029133521020412445, 0.027905063703656197, -0.039284367114305496, 0.06299129873514175, -0.02484690025448799, -0.0045219059102237225, 0.007975923828780651, 0.032885801047086716, -0.01563670113682747, 0.03370555862784386, -0.01787589304149151, -0.014123983681201935, -0.0031527543906122446, 0.03359901160001755, 0.03552042692899704, 0.03323497250676155, -0.008852530270814896, -0.03633294627070427, -0.0017517141532152891, 0.04051848500967026, 0.05877874046564102, 0.0210597924888134, 0.0029476548079401255, -0.004830148071050644, -0.042911604046821594, 0.0006425397004932165, -0.03185480087995529, -0.019580787047743797, -0.010715506970882416, 0.014038323424756527, -0.0350041389465332, -0.0712473914027214, 0.03381017968058586, 0.015163624659180641, 0.03251116722822189, 0.022578038275241852, -0.0063858856447041035, -0.001508374814875424, -0.011769094504415989, 0.01545391883701086, 0.01940237358212471, -0.043922729790210724, 0.0018679912900552154, 0.0028283901046961546, -0.00304148206487298, 0.04145212471485138, 0.04124646633863449, -0.04934164509177208, 0.014726805500686169, -0.01936832070350647, 0.0018204133957624435, -0.04523216187953949, -0.025867881253361702, -0.009798731654882431, 0.03520497307181358, -0.020645521581172943, -0.01476268470287323, -0.009280342608690262, -0.009903894737362862, 0.005718787666410208, -0.02975453995168209, 0.020443586632609367, -0.03286029025912285, -0.005118317902088165, 0.03682500496506691, -0.04635091498494148, 0.02366497926414013, -0.025074949488043785, 0.028124511241912842, 0.03883585333824158, -0.02393241785466671, -0.009055518545210361, -0.06932426989078522, -0.009564309380948544, -0.03864205256104469, 0.04031236097216606, -0.0015590812545269728, -0.05305628851056099, -0.05145413056015968, -0.011607124470174313, -0.05018208920955658, 0.004933777265250683, -0.012482324615120888, -0.03869285434484482, 0.037549857050180435, 0.062893345952034, 0.010418967343866825, 0.03870651125907898, -0.009800703264772892, -0.0038084881380200386, 0.03456725925207138, -0.06564450263977051, -0.021241704002022743, -0.001934133586473763, -0.04685081169009209, 0.01411242876201868, 0.00862525962293148, -0.0016017770394682884, -0.014007690362632275, 0.02051115222275257, 0.03450414538383484, 0.016634304076433182, 0.04171237722039223, 0.006693550851196051, 0.025642000138759613, -0.019022729247808456, -0.00613476661965251, -0.07194122672080994, 0.043225765228271484, 0.055589113384485245, 0.003656048094853759, -0.012787853367626667, -0.010073304176330566, -0.0071934363804757595, 0.019154217094182968, -0.047366663813591, -0.024424320086836815, 0.03255085647106171, 0.004486590623855591, -0.0020203993190079927, 0.006573248188942671, -0.04254039004445076, 0.05003475397825241, 0.033880170434713364, -0.028240108862519264, -0.05933413282036781, -0.014130397699773312, 0.040161844342947006, -0.004086868371814489, 0.004888430237770081, -0.026622919365763664, 0.004152766428887844, 0.050217412412166595, 0.02860206924378872, 0.004330262076109648, 0.05446423217654228, -0.03820690140128136, 0.013154611922800541, 0.026988403871655464, -0.002062812214717269, 0.008439712226390839, -0.022576631978154182, -0.01700582727789879, -0.059899091720581055, 0.02218225784599781, 0.006467137020081282, -0.06694293022155762, -0.04908182471990585, 0.07408351451158524, 0.04352094978094101, -0.0007270839414559305, -0.045738790184259415, -0.008193659596145153, -0.029258988797664642, -0.025401867926120758, -0.01376673299819231, 0.019816910848021507, -0.038630373775959015, 0.047643210738897324, 0.007749293930828571, -0.008122379891574383, 0.0632176399230957, -0.006102639716118574, 0.005460324231535196, -0.0028228021692484617, 0.07675700634717941, 0.0889672115445137, 0.04056236892938614, -0.014863982796669006, 0.0471588559448719, -0.012676768004894257, -0.04832614213228226, 0.027948305010795593, -0.03488757833838463, 0.002075130119919777, -0.007972244173288345, 0.026370536535978317, 0.08526665717363358, -0.0006138827302493155, 0.07448248565196991, -0.032236844301223755, -0.017729058861732483, -0.03934190422296524, -0.0034984431695193052, 0.03571673482656479, 0.03674837946891785, 0.0030958743300288916, 0.024241754785180092, -0.009556249715387821, -0.009738440625369549, 0.0425356850028038, -0.058103982359170914, -0.029152724891901016, -0.003955688793212175, -0.008034059777855873, 0.014154663309454918, -0.0003880233853124082, 0.049731116741895676, 0.058832429349422455, -0.03935694694519043, 0.010928444564342499, 0.0123811736702919, -0.00035883919917978346, -0.008094077929854393, -0.01918860524892807, -0.01298462226986885, 0.0037354074884206057, -0.030519532039761543, 0.014670118689537048, 0.025588486343622208, -0.04064835235476494, -0.017060527577996254, 0.03527293726801872, -0.023658784106373787, -0.049951281398534775, 0.01339154876768589, -0.033360619097948074, 0.004978560842573643, -0.022689776495099068, -0.04432294890284538, -0.04479002580046654, -0.0872422307729721, -0.024607550352811813, -0.009061823599040508, -0.007655769120901823, -0.022994760423898697, -0.028035257011651993, -0.017771180719137192, -0.031009258702397346, 0.05208321660757065, -0.038577303290367126, -0.02109302021563053, -0.0007613722700625658, 0.020492011681199074, 0.03286287561058998, 0.032213035970926285, 0.03137042000889778, -0.008163164369761944, -0.028294043615460396, -0.04563991725444794, -0.020452365279197693, 0.045905109494924545, 0.041518352925777435, -0.015190592035651207, -0.0801444724202156, 0.02379702404141426, 0.020584506914019585, 0.016681192442774773, -0.07313279807567596, 0.009736599400639534, 0.000465657765744254, 0.013408513739705086, 0.03668850660324097, -0.03724970296025276, -0.019497722387313843, -0.05935612693428993, -0.0037411616649478674, -0.00016662225243635476, -0.012287972494959831, 0.0422465018928051, -0.0321979746222496, 0.07066737860441208, 0.007952963002026081, -0.006015564315021038, -0.031626760959625244, -0.005344469100236893, -0.015648217871785164, 0.022132834419608116, -0.024070080369710922, -0.02947508729994297, -0.03867160528898239, -0.07395496964454651, -0.03838731721043587, 0.0369839183986187, -0.02019985020160675, -0.04169808328151703, 0.03890243545174599, 0.03185270354151726, -0.047608159482479095, 0.05887429788708687, -0.024913782253861427, 0.03666378930211067, -0.00008741438068682328, -0.026534980162978172, -0.01878807693719864, -0.001341598224826157, 0.018798423931002617, 0.0015965607017278671, 0.04379852116107941, -0.016260851174592972, -0.0044697062112390995, -0.017665617167949677, 0.0003308638115413487, 0.014778852462768555, -0.002621197607368231, 0.023534009233117104 ]
[ -0.10140272974967957, -0.031738728284835815, -0.040448255836963654, -0.016741538420319557, 0.020837189629673958, -0.035300157964229584, 0.02171919494867325, 0.030730873346328735, 0.009052315726876259, -0.03368084505200386, -0.00650192704051733, -0.034658875316381454, 0.0012876756954938173, -0.03866178169846535, 0.06566843390464783, 0.00990532897412777, 0.008492812514305115, -0.047265589237213135, -0.022877950221300125, 0.012402677908539772, 0.021080993115901947, -0.00044351338874548674, -0.04815799742937088, -0.046311404556035995, 0.0036363762337714434, 0.055634524673223495, 0.035761576145887375, -0.04856317117810249, 0.02482730522751808, -0.18488316237926483, 0.006292941980063915, 0.0030609811656177044, 0.04708775505423546, -0.03531288728117943, 0.002786667551845312, 0.02474374510347843, -0.014449171721935272, 0.01968621090054512, -0.006037828046828508, 0.05593899264931679, -0.009841261431574821, -0.006641170009970665, -0.017764778807759285, 0.005698683671653271, 0.05126490816473961, 0.0176587775349617, -0.02111010067164898, -0.002180555835366249, -0.06238367035984993, 0.027058299630880356, -0.05104777216911316, -0.005802982486784458, -0.0013744517927989364, -0.026223434135317802, 0.024789957329630852, 0.022432595491409302, 0.026717256754636765, 0.054970595985651016, -0.008519168943166733, 0.014293917454779148, 0.035848505795001984, 0.014261141419410706, -0.09323100000619888, 0.12701860070228577, 0.00888814590871334, 0.030297452583909035, 0.011203215457499027, -0.032283883541822433, -0.005033283494412899, 0.09717211872339249, 0.026386873796582222, -0.020689522847533226, -0.04344400763511658, 0.04784362390637398, -0.009235469624400139, 0.010715180076658726, -0.000386834581149742, 0.0160827599465847, 0.024748314172029495, -0.008945601992309093, -0.05215725302696228, -0.02487926371395588, -0.007875685580074787, -0.024247324094176292, -0.05194662883877754, -0.015497680753469467, -0.007102656178176403, -0.0024277924094349146, 0.002132544293999672, 0.05304868146777153, 0.011665182188153267, -0.003913664259016514, 0.03699905797839165, -0.003973376005887985, -0.060399461537599564, -0.03085128404200077, -0.01512729562819004, 0.0205000638961792, -0.010975860059261322, 0.43450668454170227, -0.05721309781074524, 0.017600111663341522, 0.0629485622048378, 0.024118931964039803, -0.007525203749537468, 0.015638409182429314, 0.016571419313549995, -0.04415671527385712, 0.017833970487117767, -0.07201068848371506, -0.036758966743946075, -0.014877756126224995, 0.06724070757627487, -0.05202943831682205, -0.002994926879182458, -0.00008413272007601336, 0.03679659590125084, 0.036577727645635605, 0.05251099914312363, 0.008071177639067173, 0.0028271873015910387, -0.0020433554891496897, -0.0020848349668085575, 0.00601335009559989, 0.009541742503643036, 0.01105609629303217, 0.026555633172392845, 0.053044021129608154, 0.05882846936583519, 0.05623798817396164, 0.038761407136917114, -0.04245397448539734, -0.04925321415066719, 0.009153466671705246, 0.004817711655050516, 0.012022857554256916, 0.012356007471680641, -0.006069239228963852, -0.0009674247121438384, 0.03202030435204506, -0.001800738973543048, -0.0533406063914299, 0.04379359632730484, 0.0057769943960011005, -0.022520599886775017, 0.11954228579998016, -0.0297117680311203, -0.03853499889373779, -0.027024490758776665, -0.020492101088166237, -0.003673151833936572, 0.04964958503842354, -0.04326433688402176, -0.0546807125210762, -0.028180593624711037, 0.04356854408979416, 0.07905729115009308, -0.02753225341439247, -0.05440015718340874, -0.017409730702638626, -0.03036167286336422, -0.0037281569093465805, -0.0014962049899622798, 0.05540603771805763, 0.02224832773208618, -0.13733741641044617, -0.036249566823244095, -0.029087495058774948, 0.02783375419676304, -0.10738437622785568, 0.024803463369607925, -0.005380311980843544, -0.025439050048589706, -0.017862368375062943, 0.017277700826525688, 0.015908382833003998, -0.010334361344575882, -0.025855867192149162, 0.030143575742840767, 0.018772849813103676, -0.006704187486320734, -0.020099110901355743, -0.03197004646062851, 0.007407316472381353, -0.06257657706737518, -0.06416738778352737, -0.03583264723420143, -0.0035938385408371687, 0.015495140105485916, -0.007179349195212126, -0.004323768429458141, -0.05842580646276474, -0.0634019672870636, 0.03436892479658127, -0.044690895825624466, -0.011415153741836548, 0.02147216722369194, -0.035439860075712204, 0.017207661643624306, 0.00016596312343608588, 0.014668305404484272, -0.008931046351790428, -0.011732693761587143, 0.021477239206433296, -0.03721386566758156, 0.06361269950866699, 0.06425583362579346, -0.0541531927883625, 0.03338668495416641, 0.02594328485429287, -0.0668797418475151, -0.020697182044386864, -0.011139252223074436, -0.0035249388311058283, 0.009320912882685661, -0.05190533027052879, -0.012638410553336143, 0.00798215065151453, 0.024558262899518013, 0.028978737071156502, -0.05006016418337822, -0.02295203134417534, -0.02145761251449585, -0.32481926679611206, -0.044815052300691605, -0.0121277691796422, 0.016165992245078087, 0.024880416691303253, -0.06245911866426468, 0.007803595624864101, -0.03893175348639488, -0.004932715557515621, 0.046403978019952774, 0.07406296581029892, -0.014474373310804367, -0.007736705243587494, -0.09260860830545425, -0.018613727763295174, 0.037161558866500854, -0.0010478588519617915, -0.056746743619441986, 0.0016892589628696442, 0.03156021609902382, -0.014909827150404453, 0.004330737516283989, 0.012365352362394333, -0.041822999715805054, 0.03252172842621803, -0.022928403690457344, 0.09748808294534683, 0.05024373531341553, 0.07415223866701126, -0.06899229437112808, 0.05315107852220535, -0.009557546116411686, -0.00045867954031564295, -0.05698389187455177, 0.007940822280943394, -0.025283070281147957, 0.0016579810762777925, -0.02072528935968876, 0.06770835816860199, -0.027666810899972916, -0.05350419878959656, 0.013231292366981506, -0.03092275559902191, -0.05665774643421173, -0.012539821676909924, 0.00898390356451273, -0.009416350163519382, -0.07429138571023941, -0.04012148827314377, 0.053583160042762756, 0.04032798856496811, 0.010119874961674213, 0.028172727674245834, 0.009376994334161282, -0.028610963374376297, -0.010173741728067398, -0.06378411501646042, -0.021656587719917297, -0.019238272681832314, -0.012933594174683094, 0.04867251589894295, 0.023499878123402596, 0.022691119462251663, -0.059326961636543274, 0.011527493596076965, 0.04129260033369064, -0.038703616708517075, -0.028687112033367157, 0.029007529839873314, -0.007426116149872541, -0.0314907543361187, 0.10973643511533737, 0.021400095894932747, 0.0036486592143774033, 0.04710987210273743, 0.022496836259961128, -0.015273574739694595, 0.03728087618947029, 0.036798980087041855, 0.0196230486035347, 0.06848886609077454, -0.059849709272384644, 0.06215302273631096, -0.038761042058467865, -0.01985294185578823, 0.04491141065955162, -0.011096779257059097, -0.03676335886120796, 0.07052773982286453, -0.0032868061680346727, -0.011687335558235645, 0.015450028702616692, -0.0011472911573946476, -0.011855246499180794, 0.0625896081328392, -0.03795737028121948, -0.24174942076206207, 0.0014200796140357852, 0.0743846446275711, 0.08063618838787079, -0.018428757786750793, 0.00432944018393755, 0.08720996230840683, -0.08993970602750778, -0.024167291820049286, 0.012429265305399895, 0.001748964306898415, 0.057570524513721466, -0.002922946587204933, -0.006170186679810286, 0.020012199878692627, -0.021048935130238533, 0.009968748316168785, -0.018146442249417305, -0.030103987082839012, -0.02119162678718567, 0.05540003255009651, -0.02269425243139267, 0.19691170752048492, -0.02588503435254097, 0.019116973504424095, 0.01205449178814888, 0.014795135706663132, -0.008744561113417149, 0.061782002449035645, -0.012971460819244385, 0.0191112719476223, 0.005217431113123894, 0.0708334743976593, 0.00776470685377717, 0.048238929361104965, -0.09350617229938507, -0.023617161437869072, 0.056594330817461014, 0.033432330936193466, -0.0344831757247448, -0.00895752850919962, 0.008823034353554249, -0.043045368045568466, 0.03460618853569031, 0.032176852226257324, 0.0024239285849034786, 0.008652180433273315, 0.0015052626840770245, -0.0693439319729805, 0.016416506841778755, -0.010758924297988415, -0.024253319948911667, -0.02195233851671219, 0.003320050425827503, 0.005545126739889383, 0.08152737468481064, 0.027836758643388748, -0.0021341980900615454, 0.004321147687733173, 0.05044037476181984, -0.03320840746164322, 0.0042591942474246025, 0.10350161045789719, 0.07921138405799866, 0.04287197068333626 ]
[ -0.016384733840823174, 0.00199022120796144, 0.006984047591686249, 0.0028613314498215914, 0.017923669889569283, -0.0147538548335433, 0.004737196024507284, 0.022228457033634186, -0.011553294956684113, -0.009503793902695179, -0.012392858974635601, 0.0291314497590065, 0.03880389779806137, -0.019872326403856277, 0.048788439482450485, 0.026098277419805527, -0.009341848082840443, -0.012409554794430733, 0.00973815843462944, -0.02277771756052971, 0.002466188743710518, 0.039969202131032944, 0.023608403280377388, -0.01586724817752838, -0.03631444647908211, 0.00259024859406054, -0.021854637190699577, -0.017503784969449043, 0.02436256781220436, -0.1285751312971115, -0.022042836993932724, -0.020108886063098907, 0.007302811834961176, 0.002727784914895892, -0.004681441932916641, 0.008311064913868904, -0.03761684149503708, -0.007427220698446035, 0.0035174889490008354, 0.009628859348595142, -0.020178547129034996, -0.04396332427859306, -0.0013418752932921052, -0.0013181575341150165, -0.01173706166446209, 0.012914717197418213, -0.02955731190741062, -0.014151889830827713, -0.01522129401564598, 0.0029052032623440027, -0.026641974225640297, -0.010491831228137016, 0.010049214586615562, 0.010441236197948456, -0.0035975745413452387, -0.01145304273813963, -0.02314658835530281, -0.013626071624457836, 0.01604185439646244, -0.03672337159514427, 0.01545296236872673, -0.017213694751262665, -0.05022163316607475, -0.03887449949979782, -0.01825605519115925, -0.023258646950125694, -0.03419679403305054, -0.02006448246538639, 0.007337059825658798, 0.010987695306539536, -0.02043842524290085, 0.02835431508719921, -0.0007981735398061574, 0.016818664968013763, -0.023566046729683876, -0.003692280501127243, 0.021332545205950737, -0.005003475118428469, 0.004958875011652708, 0.01653321646153927, -0.01790452189743519, -0.007405849639326334, 0.022255996242165565, 0.0367775522172451, 0.024538863450288773, 0.002763057593256235, 0.016090761870145798, -0.00344234611839056, 0.01815655082464218, 0.03499627113342285, -0.04708296060562134, 0.01350335218012333, 0.027754154056310654, -0.014227141626179218, -0.10226742923259735, -0.007039895746856928, -0.029365161433815956, -0.012665320187807083, -0.011736731976270676, 0.8534819483757019, -0.003328664693981409, 0.033462006598711014, 0.01655973680317402, 0.016694867983460426, 0.016456887125968933, -0.010713621973991394, -0.007068592123687267, 0.028223903849720955, 0.07639403641223907, -0.03294868767261505, 0.008761516772210598, -0.026710757985711098, 0.06963282078504562, 0.017974624410271645, 0.009692983701825142, -0.01191726978868246, 0.024974528700113297, -0.015636103227734566, 0.021427638828754425, 0.03426486253738403, 0.050865475088357925, -0.007889090105891228, 0.021771835163235664, 0.009593034163117409, 0.02902313321828842, -0.14856325089931488, 0.022642839699983597, -8.348617284245159e-33, 0.05822258070111275, 0.018920091912150383, -0.00854560174047947, -0.00744180753827095, -0.002256418112665415, 0.012976139783859253, 0.026609351858496666, 0.0038037579506635666, -0.022772448137402534, -0.01935771480202675, -0.01351508405059576, 0.004393357317894697, -0.011629119515419006, -0.010691765695810318, 0.022416386753320694, -0.02132991887629032, 0.017962206155061722, 0.036028288304805756, 0.020366812124848366, 0.027170352637767792, 0.043039631098508835, 0.05264189839363098, 0.006180609576404095, 0.011575521901249886, -0.0005934725049883127, 0.027996039018034935, -0.0009708994184620678, 0.0017788732657209039, -0.017006956040859222, -0.03631912171840668, -0.015654824674129486, 0.02026410773396492, -0.021925540640950203, 0.006631883326917887, 0.04290436580777168, -0.03265629708766937, -0.012230871245265007, 0.022337347269058228, -0.014075776562094688, -0.05281689390540123, -0.04501960799098015, 0.025375589728355408, -0.033452365547418594, -0.0315498448908329, -0.006014878861606121, -0.02754349634051323, -0.018369441851973534, -0.005671894643455744, 0.015620099380612373, 0.01510920561850071, 0.03397894650697708, 0.018968192860484123, 0.007895703427493572, -0.018913498148322105, -0.007237393409013748, -0.034963883459568024, -0.03064209409058094, -0.0016840839525684714, 0.00429668789729476, 0.018878918141126633, 0.019747614860534668, -0.009548292495310307, -0.004791611805558205, 0.013612224720418453, -0.005620049778372049, -0.02653941884636879, 0.028025168925523758, 0.023693984374403954, 0.014551825821399689, 0.007233405020087957, -0.015683133155107498, 0.02437937632203102, -0.0071722096763551235, -0.017684556543827057, -0.0065012904815375805, -0.023296330124139786, -0.029322471469640732, -0.03313343599438667, -0.02466818317770958, 0.028757711872458458, 0.03973137214779854, -0.03393267095088959, -0.00607248255982995, 0.004073963966220617, 0.006292114965617657, -0.01329886820167303, 0.014938021078705788, -0.007369356695562601, -0.01353627908974886, 0.0026523207779973745, 0.028571823611855507, 0.00283121969550848, -0.04826824739575386, -0.006018918473273516, -0.010466746054589748, 8.415632217185538e-33, 0.007777811028063297, 0.004466516897082329, -0.03350622206926346, 0.007929894141852856, -0.022731319069862366, -0.004319789819419384, 0.02895297482609749, 0.03147679194808006, -0.03582175448536873, 0.03864334151148796, 0.0018359948880970478, 0.020632024854421616, -0.02580135501921177, -0.026951082050800323, 0.04163890704512596, -0.04244470223784447, 0.0022648239973932505, -0.027024587616324425, 0.023629434406757355, 0.008780709467828274, 0.005312944762408733, -0.00471676979213953, -0.030025199055671692, 0.030116906389594078, 0.030020050704479218, 0.060322001576423645, -0.02877856232225895, -0.001192678464576602, 0.01365196518599987, 0.0011816226178780198, 0.013679259456694126, -0.005011370871216059, 0.02961990237236023, -0.025202373042702675, -0.0068590883165597916, 0.03398563340306282, 0.0001950423902599141, 0.010510965250432491, 0.05564507469534874, -0.04334363341331482, 0.07610391825437546, -0.025198010727763176, -0.001357442932203412, -0.0026431342121213675, -0.000592168013099581, 0.008495718240737915, -0.01211981475353241, -0.00990050658583641, -0.01738733798265457, 0.0004635384539142251, 0.026699962094426155, -0.0033128682989627123, 0.0048008752055466175, -0.023442767560482025, -0.00870517361909151, -0.0203679408878088, -0.038471147418022156, 0.008470308966934681, -0.06243034079670906, 0.03177804499864578, 0.00652588764205575, 0.028793450444936752, -0.022485198453068733, 0.02223021537065506, -0.0406276173889637, -0.006521747913211584, -0.039337724447250366, -0.012334215454757214, 0.018726298585534096, -0.022644851356744766, -0.020473243668675423, 0.010290803387761116, 0.005407116841524839, 0.03165282681584358, 0.03895844891667366, -0.0070393020287156105, 0.0024337267968803644, 0.014441100880503654, -0.006174016743898392, 0.050044216215610504, -0.002932101022452116, 0.008146807551383972, 0.025890909135341644, -0.0023407512344419956, -0.013420796021819115, 0.01638862118124962, -0.02667909488081932, 0.018278473988175392, 0.018449872732162476, -0.014465762302279472, 0.005071608815342188, 0.0002942718274425715, -0.008299585431814194, 0.016636550426483154, -0.034716688096523285, -1.3730430126202009e-8, -0.04235708713531494, 0.0004117325006518513, -0.02205565944314003, 0.006273002363741398, 0.019585194066166878, 0.027410829439759254, -0.017342396080493927, -0.019537311047315598, -0.004542438313364983, 0.0005768376868218184, 0.03133692219853401, 0.01596979983150959, -0.014167256653308868, 0.0027333826292306185, 0.034166738390922546, -0.03052726946771145, -0.0025235021021217108, -0.04562980309128761, 0.02598315104842186, 0.04389002174139023, 0.009705346077680588, 0.03228716552257538, -0.024752967059612274, 0.004643761087208986, 0.014180240221321583, -0.025612110272049904, -0.013035755604505539, -0.08398029208183289, -0.004776890855282545, 0.010391606949269772, 0.008818740956485271, -0.03897445648908615, -0.03040587343275547, 0.0024220296181738377, -0.008624362759292126, 0.004372738767415285, -0.0049679758958518505, -0.04427378624677658, -0.0028512992430478334, -0.011503459885716438, 0.03845014050602913, -0.005321590695530176, 0.006968123838305473, -0.03124704770743847, -0.02958420291543007, -0.014728529378771782, 0.0019937600009143353, -0.03335834667086601, 0.025070806965231895, -0.04540294408798218, 0.0024963542819023132, -0.012691088020801544, -0.0021553111728280783, 0.04329859837889671, 0.021615181118249893, -0.010511212982237339, 0.04478663578629494, -0.04557695984840393, -0.032101113349199295, -0.004461708944290876, 0.04514165222644806, 0.023642901331186295, -0.024482272565364838, -0.006724467966705561 ]
f-regular-expressionsactive-patterns
https://markhneedham.com/blog/2009/05/10/f-regular-expressionsactive-patterns
false
2009-05-19 01:38:31
F#: Object expressions
[ "f" ]
[ "fsharp" ]
One of the things I miss a bit from the Java world is the ability to create anonymous inner classes which implement a certain interface. We can't do this in C# - you always need to define a named class - but in my latest playing around with F# I was quite pleased to learn that we do have this ability using a feature called *object expressions*. These come in particularly useful when you are only making use of the implementation of an interface in one place in the code and therefore don't want to expose this type to any other code. Given an interface: [source,ocaml] ---- type ICarRepository = abstract FindAll : Unit -> list<Car> ---- [source,ocaml] ---- type Car() = ---- The normal way to implement that interface if we are following the C# approach would be like this: [source,ocaml] ---- type CarRepository() = interface ICarRepository with member self.FindAll () = [ new Car() ] ---- We would then reference the CarRepository in our code: [source,ocaml] ---- let myCarRepository = new CarRepository();; ---- The alternative is to create a value which implements the interface inline, a way of coding which is easier to implement instead of having to create a new type each time we want to implement an interface. [source,ocaml] ---- let myCarRepository = { new ICarRepository with member self.FindAll () = [ new Car() ] } ---- This seems to be quite in keeping with the style of programming being taught in the http://manning.com/petricek/[Real World Functional Programming] book which seems to be around getting code working quickly and then working iteratively towards a more reusable solution. I'd be interested to see how well this technique would work on a real project since I get the feeling that quite a lot of interface implementations are only used in one place and therefore don't really need to have a type defined purely for implementing them - that decision can be delayed until one is actually needed.
null
null
[ -0.00019221020920667797, -0.006613789591938257, -0.02582586370408535, 0.016033930703997612, 0.056677546352148056, 0.012670526280999184, 0.03896067291498184, 0.028125979006290436, 0.012279410846531391, -0.024074411019682884, -0.007554721552878618, -0.00544982822611928, -0.07699325680732727, 0.022023074328899384, -0.00034574136952869594, 0.056995220482349396, 0.08050902932882309, -0.051226306706666946, 0.012842471711337566, 0.010241326875984669, 0.0045518395490944386, 0.07804220169782639, -0.01594717986881733, 0.022352999076247215, 0.02077583037316799, 0.01718652807176113, 0.021371401846408844, -0.0009298629011027515, -0.05836639180779457, -0.0006547923549078405, 0.01259689312428236, 0.017926093190908432, -0.014312305487692356, -0.025985540822148323, 0.017156008630990982, -0.02323082461953163, 0.019270360469818115, -0.01129671186208725, -0.015279862098395824, 0.04196443408727646, -0.07935116440057755, 0.02001333236694336, 0.0028020970057696104, 0.0047511025331914425, -0.05656208470463753, -0.006464244332164526, -0.04497727006673813, 0.007054752204567194, -0.014558655209839344, 0.027126837521791458, -0.05646510794758797, 0.016972744837403297, -0.03125673905014992, 0.008510173298418522, -0.0044365632347762585, 0.0389818400144577, -0.003375485073775053, -0.08865024149417877, 0.022007981315255165, -0.06377409398555756, 0.011919016018509865, -0.003284214995801449, 0.025592030957341194, 0.01774379052221775, 0.005226368550211191, 0.004727557301521301, -0.028007982298731804, 0.01878751441836357, -0.06967106461524963, -0.013923612423241138, -0.018681339919567108, -0.004570054821670055, -0.03718879818916321, 0.0004015635640826076, 0.025379568338394165, -0.057366181164979935, 0.002860770560801029, 0.03827816992998123, 0.0449129156768322, 0.04326854273676872, -0.021991312503814697, 0.035963308066129684, 0.03929782658815384, 0.004378520417958498, 0.032056331634521484, -0.0244249626994133, -0.029859231784939766, 0.0029009305872023106, -0.03641297668218613, 0.05289308354258537, 0.02088615857064724, -0.034945834428071976, -0.016737204045057297, 0.023289866745471954, 0.0038998720701783895, 0.013092579320073128, 0.017271336168050766, -0.03687043488025665, -0.00009902313468046486, 0.0015760600799694657, -0.01780303753912449, -0.02908097580075264, 0.01962221786379814, 0.012989535927772522, -0.05454811826348305, -0.019332444295287132, -0.023584721609950066, -0.030133280903100967, 0.003054847475141287, 0.012833654880523682, -0.05761277303099632, -0.0047614737413823605, -0.03234807029366493, -0.008028566837310791, -0.08081381767988205, 0.046727605164051056, 0.0020383931696414948, 0.011699357070028782, -0.028400899842381477, 0.029505249112844467, 0.041399989277124405, 0.039769094437360764, -0.009298199787735939, 0.060297444462776184, 0.01853306218981743, 0.025720374658703804, -0.03854414075613022, 0.07415319234132767, 0.00589571101590991, -0.07222811877727509, -0.026493526995182037, 0.0662723183631897, -0.028208501636981964, 0.00668587489053607, 0.01695157028734684, -0.01895669661462307, -0.03834578022360802, 0.022927984595298767, 0.06688767671585083, 0.048452094197273254, -0.017123674973845482, -0.05906856060028076, 0.0177944153547287, -0.03936374932527542, 0.010487119667232037, -0.01260993629693985, -0.02761642262339592, -0.0044275675900280476, -0.0024044797755777836, 0.021707456558942795, 0.020361291244626045, 0.0652882531285286, 0.05107191577553749, -0.04431014508008957, 0.019473331049084663, 0.09603776037693024, 0.020841829478740692, 0.024695349857211113, 0.007068523205816746, 0.014154019765555859, 0.03366386890411377, 0.04529815912246704, 0.006602272856980562, 0.021449994295835495, 0.02235153689980507, 0.0028143529780209064, 0.0063598863780498505, 0.03264426440000534, -0.010308843106031418, -0.03988540545105934, -0.04480021074414253, -0.03094739280641079, 0.05031060799956322, -0.03485037386417389, -0.0006794513901695609, 0.021120455116033554, 0.09042908996343613, -0.025244873017072678, 0.05817670375108719, 0.00474529480561614, -0.07334764301776886, -0.0025335296522825956, -0.011209969408810139, -0.0061439815908670425, 0.004647769965231419, -0.0022975802421569824, 0.045093975961208344, 0.006892007775604725, 0.008291546255350113, 0.029678627848625183, -0.03429817035794258, -0.05671368166804314, -0.030259083956480026, -0.021030480042099953, 0.08380766212940216, -0.03683234006166458, -0.03643074631690979, 0.06949332356452942, 0.01697388105094433, 0.048021040856838226, 0.03875996544957161, -0.019030138850212097, 0.03487180173397064, -0.00677915895357728, -0.027353014796972275, 0.039658427238464355, 0.03424043953418732, 0.001477147452533245, -0.05594807118177414, -0.004525460302829742, -0.001949445577338338, -0.023899294435977936, 0.051768481731414795, -0.008540233597159386, 0.04400750994682312, 0.02587679587304592, 0.002517272485420108, -0.03822747617959976, 0.05371240898966789, -0.06249338015913963, 0.009841672144830227, 0.010964732617139816, -0.00889497995376587, -0.02073432318866253, -0.007184517569839954, 0.1284857988357544, 0.040517862886190414, -0.04977826401591301, -0.03752642497420311, 0.009651314467191696, 0.04561852663755417, -0.06371662765741348, -0.003884335746988654, -0.015058542601764202, 0.006925532128661871, 0.009725685231387615, -0.005860575940459967, 0.0053802900947630405, 0.026712926104664803, -0.02124505117535591, 0.013435392640531063, 0.07661343365907669, -0.046914126724004745, 0.04524080827832222, 0.02324637584388256, -0.04827161505818367, 0.021227212622761726, -0.012547941878437996, -0.03435279056429863, 0.02263038605451584, 0.006139669567346573, -0.013344226405024529, 0.06518916040658951, -0.04524332284927368, -0.018065933138132095, -0.020902281627058983, -0.05040382221341133, 0.02040269412100315, 0.030256714671850204, 0.05654338002204895, -0.013443078845739365, 0.03816898539662361, -0.038044970482587814, 0.008823330514132977, -0.01410314254462719, -0.05301680415868759, -0.012669233605265617, 0.015524879097938538, 0.023273510858416557, 0.04215947538614273, 0.00015933830582071096, 0.00011167101911269128, 0.00662127323448658, 0.009893042966723442, -0.028139082714915276, 0.01245150901377201, -0.007795615587383509, -0.0005833281320519745, -0.05290116369724274, -0.05030733346939087, -0.06525972485542297, 0.04726434871554375, -0.029305439442396164, -0.03137032687664032, -0.010756361298263073, -0.05751305818557739, 0.0376712940633297, -0.09161845594644547, -0.07368452847003937, -0.012030807323753834, 0.04818790405988693, 0.01843286119401455, -0.043351463973522186, 0.012563502416014671, 0.0828854888677597, 0.02877713553607464, 0.022723572328686714, -0.016226720064878464, -0.01888897642493248, 0.02633875608444214, -0.017900576815009117, 0.021186262369155884, 0.05522296950221062, 0.008168842643499374, -0.007584819104522467, -0.03427939489483833, 0.036195989698171616, 0.001585724181495607, -0.2630877196788788, 0.011334851384162903, -0.015455646440386772, -0.05013043060898781, 0.017858050763607025, -0.021754253655672073, 0.00635139737278223, -0.05804669111967087, -0.008447675034403801, 0.05522897094488144, -0.03738942742347717, -0.029413636773824692, -0.01194556150585413, 0.059390775859355927, -0.006598504725843668, 0.005737875122576952, 0.00031583369127474725, -0.02411573752760887, -0.018269743770360947, 0.0766131728887558, -0.02047552540898323, -0.05190814286470413, 0.02808011695742607, 0.051580771803855896, 0.009589663706719875, 0.03033009171485901, -0.09531410038471222, 0.04234012961387634, -0.018845250830054283, 0.01678142510354519, -0.02789062075316906, -0.007750585675239563, 0.0012718560174107552, -0.047300636768341064, -0.046198658645153046, -0.035791847854852676, 0.021782822906970978, 0.013446614146232605, -0.005154244136065245, 0.0347137451171875, -0.046994369477033615, -0.0384206585586071, -0.01096759457141161, -0.020447926595807076, 0.08381115645170212, -0.024596398696303368, -0.07734997570514679, -0.008277704939246178, -0.05497577413916588, 0.050356462597846985, -0.04002756252884865, -0.02868863381445408, 0.009489175863564014, 0.062314223498106, -0.030702540650963783, -0.04599407687783241, 0.0005189680960029364, -0.012303701601922512, -0.05750337243080139, -0.003158609615638852, -0.011424591764807701, -0.05036799609661102, -0.038932785391807556, -0.041984155774116516, -0.03917970508337021, -0.05061127617955208, -0.06427952647209167, -0.008969507180154324, 0.08443362265825272, 0.028099432587623596, 0.002734116744250059, 0.0031977042090147734, -0.006693600211292505, -0.10235720872879028, -0.018853498622775078, -0.024605760350823402, -0.020175429061055183, -0.02848619595170021, 0.014638270251452923, 0.08138103783130646, -0.011584602296352386, -0.03151464834809303, 0.036433231085538864, 0.026537347584962845, 0.010426509194076061, 0.017615772783756256, 0.04364153742790222, 0.012485022656619549, -0.011864294297993183, 0.005103198811411858, 0.06938757747411728, 0.012517389841377735, 0.0037114156875759363, -0.0503799207508564, 0.033138811588287354, 0.018602225929498672, 0.061336077749729156, -0.025130072608590126, 0.012321515940129757, -0.002593506593257189, 0.04848240315914154, -0.029003065079450607, 0.029633846133947372, -0.022103210911154747, -0.010668283328413963, -0.025085682049393654, -0.04865884780883789, 0.04130535572767258, 0.02682848460972309, 0.00887680146843195, -0.036178383976221085, -0.05621128901839256, 0.006404999643564224, -0.06413550674915314, -0.019372083246707916, -0.029237475246191025, 0.00045555224642157555, 0.04692069813609123, 0.02980847656726837, -0.012198230251669884, -0.03281252086162567, 0.011652808636426926, 0.025456437841057777, -0.002723263343796134, -0.06897222995758057, -0.038649022579193115, -0.017881963402032852, -0.019338924437761307, -0.010027782991528511, 0.04723232612013817, -0.005802880506962538, 0.021433226764202118, 0.015958471223711967, -0.040193770080804825, 0.021148521453142166, 0.010686784982681274, -0.01363489031791687, -0.029588041827082634, -0.03192674741148949, -0.029641244560480118, 0.01987428404390812, 0.010654947720468044, 0.029076429083943367, 0.0314425565302372, 0.042905375361442566, 0.019727390259504318, 0.03597543388605118, 0.028169430792331696, -0.021164851263165474, 0.009250981733202934, 0.025171387940645218, -0.07253896445035934, 0.02245522104203701, -0.011755154468119144, -0.02431766502559185, -0.034672416746616364, 0.0372784249484539, -0.041140612214803696, -0.02362954244017601, -0.03649337217211723, 0.05802176892757416, -0.021629970520734787, -0.03529508039355278, -0.0421564094722271, -0.0033175265416502953, 0.07240428775548935, -0.02238398976624012, 0.025287887081503868, -0.01280395220965147, -0.0119816605001688, -0.0024224682711064816, 0.018396245315670967, -0.020988503471016884, 0.0149606391787529, 0.005186053458601236, -0.010695947334170341, -0.01031730230897665, 0.021723411977291107, 0.03622695431113243, 0.02642217092216015, 0.0007990916492417455, -0.024401644244790077, 0.005166407208889723, 0.0160825252532959, 0.05319865047931671, -0.018241368234157562, -0.006503651849925518, -0.02456223964691162, -0.006210516206920147, -0.0013040445046499372, -0.017234250903129578, -0.010698794387280941, -0.023978905752301216, 0.0282366331666708, -0.03728479892015457, -0.06347524374723434, 0.008111867122352123, 0.02417147532105446, 0.021424084901809692, -0.0005165846087038517, 0.009873827919363976, 0.009182830341160297, -0.02975326031446457, -0.003193443873897195, 0.05328036844730377, -0.04002470523118973, 0.032441645860672, 0.013347512111067772, 0.0006418257253244519, 0.05361771956086159, 0.029366394504904747, -0.03656155988574028, -0.006538278888911009, -0.003931195940822363, -0.010927626863121986, -0.006759341806173325, -0.02233773097395897, -0.0038547124713659286, -0.007368431892246008, -0.011114592663943768, -0.026500439271330833, -0.0028822000604122877, -0.0139369061216712, -0.0032277803402394056, -0.02477448061108589, 0.012765061110258102, -0.04852096363902092, -0.002929688896983862, 0.01133859995752573, -0.01943730190396309, 0.020432982593774796, -0.03423726186156273, 0.03741491958498955, 0.014001380652189255, -0.0036809968296438456, -0.029856696724891663, -0.04041217267513275, 0.030284183099865913, -0.03151272237300873, 0.05661268159747124, 0.018748052418231964, -0.02377684786915779, -0.010498571209609509, -0.02998911589384079, -0.061742689460515976, 0.01319181639701128, -0.015598056837916374, -0.019664419814944267, 0.02450661174952984, 0.03232579678297043, -0.01437437254935503, 0.022017236799001694, -0.004063165746629238, -0.02709573693573475, 0.055818621069192886, -0.0592806413769722, -0.022555772215127945, 0.004265066236257553, -0.06060409173369408, 0.010660279542207718, -0.010682789608836174, 0.015137137845158577, -0.03320421278476715, 0.0502731055021286, 0.06982840597629547, 0.034194763749837875, 0.03125019371509552, -0.00580086512491107, 0.059818707406520844, -0.03748353198170662, -0.014856173656880856, -0.07410705834627151, 0.01593647338449955, 0.040382176637649536, 0.03601067140698433, -0.040703240782022476, -0.04118525981903076, 0.00468813069164753, 0.043565575033426285, -0.06913763284683228, -0.02380722016096115, 0.03312619403004646, 0.009360604919493198, 0.023458996787667274, 0.0063413940370082855, -0.030420053750276566, 0.029455939307808876, 0.027817483991384506, -0.021714935079216957, -0.03827530890703201, -0.03283959627151489, 0.037003450095653534, 0.020608875900506973, 0.02603238634765148, -0.02024322748184204, 0.016135571524500847, 0.047350119799375534, 0.025643108412623405, 0.011537598446011543, 0.06889351457357407, -0.03151889890432358, 0.022434985265135765, 0.028285842388868332, -0.03627259284257889, -0.0247095488011837, -0.004605342634022236, 0.0037910519167780876, -0.0809968039393425, -0.006555179599672556, 0.001534715760499239, -0.04644722491502762, -0.06412415206432343, 0.06121114268898964, 0.008312906138598919, -0.018411874771118164, -0.019445685669779778, 0.011497661471366882, -0.04281464219093323, -0.00552414171397686, -0.03192772716283798, 0.012929840013384819, -0.02012859471142292, 0.05823192372918129, -0.0177046786993742, -0.016372237354516983, 0.05639099329710007, -0.008410357870161533, -0.009261811152100563, -0.027679184451699257, 0.09011363238096237, 0.07555723935365677, 0.026452086865901947, -0.02187771536409855, 0.0513276569545269, -0.03578053042292595, -0.05746646597981453, 0.017204193398356438, -0.022363903000950813, -0.005568377207964659, -0.013180309906601906, 0.03628906235098839, 0.08765698969364166, 0.006407751236110926, 0.05398546904325485, -0.05966099351644516, 0.010130461305379868, -0.0028300404082983732, 0.010072278790175915, 0.023354152217507362, 0.04629793390631676, 0.012072312645614147, 0.020086128264665604, 0.00036807983997277915, -0.05376517400145531, 0.013691713102161884, -0.0205899216234684, -0.015806198120117188, -0.014796281233429909, 0.02070620097219944, 0.011685730889439583, 0.005703307222574949, 0.07287288457155228, 0.07353702187538147, -0.04369334131479263, -0.011077524162828922, 0.003271448891609907, -0.0005819891230203211, 0.02579854615032673, -0.037911154329776764, -0.015483296476304531, -0.011224496178328991, 0.010814153589308262, 0.011484185233712196, -0.014801082201302052, -0.02867484837770462, -0.014880452305078506, 0.04441156983375549, -0.016363536939024925, -0.005133572965860367, -0.0013705710880458355, 0.004792711231857538, -0.021433820948004723, -0.0446748360991478, -0.05205236375331879, 0.00899526011198759, -0.064669169485569, -0.018147941678762436, 0.03371572494506836, -0.004153421614319086, -0.027268962934613228, -0.03409132733941078, 0.006310661323368549, 0.016695279628038406, 0.06428509205579758, -0.019558485597372055, -0.03445113077759743, 0.02307944931089878, 0.026769377291202545, 0.048970215022563934, 0.02189791575074196, 0.03961091861128807, -0.00038746721111238003, -0.012488958425819874, -0.041498783975839615, -0.031971585005521774, 0.03474067151546478, 0.00646216981112957, 0.013353384099900723, -0.08687040209770203, 0.0037156022153794765, 0.02337278239428997, 0.011017320677638054, -0.07546880841255188, -0.008495509624481201, -0.007064232602715492, -0.009711308404803276, 0.038491226732730865, -0.01049152109771967, -0.03797147423028946, -0.015145485289394855, 0.0003985153161920607, 0.013942101038992405, 0.024278607219457626, 0.053990647196769714, -0.016228314489126205, 0.07944416999816895, 0.03435581550002098, -0.02026939019560814, 0.0018616211600601673, 0.006814344320446253, -0.024265006184577942, 0.008404494263231754, -0.028839191421866417, -0.024193208664655685, 0.0038663262967020273, -0.04749612882733345, -0.02951192297041416, 0.016978463158011436, -0.020044410601258278, -0.01862453669309616, 0.025313926860690117, 0.06875515729188919, -0.06770090013742447, 0.041937850415706635, -0.02593584544956684, 0.051858142018318176, -0.008581822738051414, -0.02380455657839775, 0.025029173120856285, 0.025159286335110664, 0.0056801727041602135, 0.01974017359316349, 0.042656224220991135, -0.04255937412381172, -0.03679708018898964, -0.018271582201123238, 0.042422570288181305, 0.04565669223666191, -0.025814270600676537, 0.03755120560526848 ]
[ -0.1125064417719841, -0.00010377967555541545, -0.04741637408733368, -0.03204980865120888, 0.02942814864218235, -0.03720054030418396, 0.036665018647909164, -0.00048705359222367406, 0.0035979943349957466, -0.036278653889894485, -0.019712308421730995, -0.017193660140037537, -0.03089510090649128, -0.0010081480722874403, 0.08837901800870895, -0.006328411400318146, -0.03496536239981651, -0.022013327106833458, 0.0026062927208840847, 0.014312783256173134, 0.05973653122782707, -0.04012622684240341, -0.06086336821317673, -0.024535316973924637, 0.002829465549439192, 0.04891205579042435, 0.042837876826524734, -0.03243105113506317, 0.037274423986673355, -0.18661899864673615, -0.017491696402430534, 0.026061486452817917, 0.03359506279230118, 0.009060117416083813, -0.030006317421793938, 0.011050844565033913, 0.01769501157104969, 0.03704054281115532, -0.02390504628419876, 0.06357227265834808, 0.004488910548388958, 0.03480824455618858, -0.036059316247701645, -0.02838936448097229, 0.04366036131978035, -0.019587209448218346, -0.007586826104670763, -0.04212236776947975, -0.024658124893903732, 0.0030457007233053446, -0.05112561956048012, -0.00818066205829382, -0.007053584326058626, 0.007395355496555567, -0.016514789313077927, 0.0018754355842247605, 0.03370587155222893, 0.06162123754620552, 0.005096805281937122, 0.013105274178087711, -0.012940662913024426, -0.032278258353471756, -0.11151255667209625, 0.10229712724685669, 0.018450051546096802, 0.04911758378148079, 0.001960855210199952, -0.051902223378419876, 0.0031454928684979677, 0.05399853363633156, 0.021999871358275414, -0.041182637214660645, -0.026838067919015884, 0.02755993977189064, 0.003314442001283169, -0.046422213315963745, 0.013965263962745667, 0.02882969193160534, 0.05299026146531105, -0.03636776655912399, -0.06347905099391937, -0.020104214549064636, 0.033010635524988174, -0.004011784214526415, -0.037225142121315, 0.03051149472594261, 0.01296002697199583, 0.012666619382798672, 0.054152943193912506, 0.0306354071944952, 0.009575670585036278, -0.026858124881982803, 0.031145209446549416, -0.009900355711579323, -0.013866404071450233, 0.0037724757567048073, -0.042400721460580826, -0.023001743480563164, -0.03341476619243622, 0.40585100650787354, -0.02923680655658245, -0.040618181228637695, 0.06558392941951752, 0.012808562256395817, -0.004453408997505903, 0.04274040460586548, 0.019122090190649033, -0.056405071169137955, -0.0037754566874355078, -0.04610282927751541, -0.03154702112078667, 0.010425957851111889, 0.017197327688336372, -0.035060569643974304, -0.03222323954105377, -0.015012376010417938, 0.027314230799674988, 0.007776446174830198, -0.002871707547456026, 0.00231367745436728, 0.01495825033634901, -0.0074415309354662895, 0.00048718502512201667, 0.04240429773926735, 0.016824539750814438, -0.030485058203339577, -0.001606143661774695, 0.035075921565294266, 0.038329560309648514, 0.020516790449619293, 0.05449540540575981, -0.04851916432380676, -0.09695424139499664, -0.025099949911236763, 0.01699535734951496, 0.03265516832470894, 0.025624478235840797, -0.0337732657790184, 0.009291795082390308, 0.004564819857478142, -0.008618265390396118, -0.011392395943403244, 0.018316596746444702, -0.03324694186449051, -0.04219112917780876, 0.12296634912490845, -0.013396266847848892, 0.001991084311157465, -0.01284443773329258, -0.014060772024095058, -0.011980349197983742, 0.05412966385483742, -0.056566622108221054, -0.04625307768583298, 0.015662405639886856, 0.00013949985441286117, 0.06939433515071869, 0.011373534798622131, -0.039013199508190155, -0.01810542307794094, -0.06050559878349304, 0.01272980310022831, -0.02111572027206421, 0.0392841100692749, 0.0018985257484018803, -0.10468552261590958, -0.024927448481321335, 0.02156587690114975, 0.014350282028317451, -0.05780462175607681, -0.023303302004933357, 0.02967451885342598, -0.020526720210909843, -0.004477191250771284, 0.06822564452886581, 0.009164674207568169, -0.034388888627290726, -0.013309153728187084, 0.031223729252815247, 0.05705098435282707, -0.00983202550560236, 0.029871514067053795, -0.05489923059940338, -0.005018862895667553, -0.013924784027040005, -0.07114792615175247, -0.04092780128121376, 0.0002187669015256688, -0.037823211401700974, -0.0022042382042855024, -0.02421664446592331, 0.005723816342651844, -0.07170560210943222, 0.10354096442461014, -0.054861124604940414, -0.016127238050103188, 0.06373797357082367, -0.005114558152854443, 0.017179694026708603, -0.018990343436598778, 0.013765272684395313, 0.06395462900400162, 0.011325331404805183, 0.04897890239953995, -0.05919596552848816, 0.002462029457092285, 0.05678870901465416, -0.04702329263091087, 0.052109356969594955, 0.028363047167658806, -0.055769629776477814, -0.015380890108644962, -0.004990660585463047, 0.023707838729023933, -0.013998942449688911, -0.04476715624332428, -0.007096755784004927, 0.051855117082595825, 0.04749042168259621, -0.014378589577972889, -0.04806428402662277, -0.050014346837997437, -0.018122991546988487, -0.31956809759140015, -0.027344757691025734, -0.0005428545991890132, -0.048409368842840195, -0.010401391424238682, -0.0903964415192604, 0.02701411023736, -0.020693305879831314, -0.024046074599027634, -0.020665669813752174, 0.09521358460187912, 0.00023501717078033835, -0.012329721823334694, -0.05180561915040016, -0.00016783860337454826, 0.03510134294629097, -0.029189076274633408, -0.07952909916639328, -0.058500632643699646, 0.022096022963523865, 0.004361626226454973, 0.047720495611429214, 0.02144775539636612, -0.025011036545038223, -0.004874741658568382, -0.017046485096216202, 0.06834524869918823, -0.03754671663045883, 0.1453113853931427, -0.027652159333229065, 0.062446724623441696, -0.00569714792072773, 0.017702672630548477, -0.07682797312736511, -0.009484813548624516, -0.03422265127301216, -0.022277725860476494, 0.009956050664186478, 0.06267378479242325, -0.014733347110450268, -0.03488640487194061, 0.009046358056366444, -0.04360676929354668, -0.04241488128900528, -0.0098976269364357, 0.017358005046844482, -0.007164517883211374, -0.07024309039115906, -0.007362328004091978, 0.06198190525174141, -0.020306339487433434, -0.017886893823742867, 0.03538893163204193, 0.06036531180143356, -0.02546195685863495, -0.028739826753735542, -0.0576237291097641, -0.030190398916602135, -0.0022271673660725355, 0.026294194161891937, 0.057306136935949326, 0.06858236342668533, 0.028325499966740608, -0.04922980070114136, 0.0016817791620269418, 0.021565454080700874, -0.011883627623319626, -0.019715584814548492, 0.05680907145142555, -0.07070634514093399, -0.03794516995549202, 0.12929677963256836, -0.01178804412484169, -0.03185192868113518, 0.03228619322180748, 0.030911363661289215, -0.01082147192209959, 0.010584346950054169, 0.009237516671419144, 0.0050139157101511955, -0.003972802311182022, 0.015106812119483948, 0.04945266246795654, -0.015159065835177898, -0.0057317414321005344, 0.05899932608008385, -0.0028202286921441555, -0.018659932538866997, 0.02144290693104267, -0.04193973168730736, -0.01916785165667534, 0.009196002036333084, 0.020066002383828163, -0.0325138196349144, 0.08147149533033371, -0.004771402571350336, -0.27361220121383667, 0.005285951774567366, 0.08605149388313293, 0.0736520066857338, 0.00333312782458961, 0.030037062242627144, 0.01539608184248209, -0.0954979807138443, -0.004216280300170183, 0.004966434556990862, 0.04348445683717728, 0.020398719236254692, 0.040856704115867615, 0.03354346379637718, 0.05076361447572708, -0.020051738247275352, 0.04580818489193916, -0.016937747597694397, 0.024122020229697227, -0.0004496593901421875, 0.0036198552697896957, -0.00852035079151392, 0.18063394725322723, 0.012903764843940735, 0.05129251629114151, -0.026055041700601578, 0.026442212983965874, 0.010354368016123772, 0.05547894909977913, 0.02108701877295971, 0.06400186568498611, -0.029185814782977104, 0.07922235131263733, 0.019978230819106102, 0.04588092863559723, -0.10694201290607452, 0.009427669458091259, 0.045912738889455795, 0.0025249477475881577, -0.0000824828093755059, -0.02135508693754673, 0.011443535797297955, -0.05802392587065697, 0.0034703421406447887, 0.08446905016899109, 0.011689863167703152, -0.022287270054221153, -0.029753005132079124, -0.04077308252453804, 0.018517807126045227, -0.022448884323239326, -0.01285208947956562, 0.0053149377927184105, -0.026561066508293152, 0.0031466602813452482, 0.02110125869512558, -0.008968423120677471, 0.0027409170288592577, -0.0364767350256443, 0.02408597618341446, 0.04693915322422981, 0.012625131756067276, 0.06336001306772232, 0.06414304673671722, 0.02357226423919201 ]
[ -0.022023994475603104, 0.0023954790085554123, 0.015680808573961258, 0.03543888404965401, 0.0032811304554343224, 0.005224877968430519, 0.025448765605688095, 0.03912324085831642, -0.0223722942173481, 0.004582984372973442, 0.008604444563388824, -0.01183212362229824, -0.01507655344903469, 0.00440840283408761, 0.008424593135714531, -0.03934701904654503, 0.028985485434532166, -0.004805482923984528, 0.002577525796368718, 0.012048427946865559, 0.004839282017201185, 0.023767268285155296, 0.04822514206171036, -0.008480584248900414, -0.03021644428372383, -0.009557778015732765, -0.004723523743450642, -0.023593509569764137, 0.019418973475694656, -0.12679602205753326, -0.03820440173149109, 0.008140362799167633, -0.0026129630859941244, 0.006506550125777721, -0.02712877281010151, -0.06611481308937073, 0.021370016038417816, -0.007478152401745319, -0.005747409537434578, 0.011570356786251068, -0.035337984561920166, -0.027224212884902954, -0.0077907852828502655, 0.013961691409349442, 0.03322923183441162, 0.0006027925992384553, 0.023979390040040016, -0.032231081277132034, 0.03079155460000038, -0.054755326360464096, -0.025122350081801414, 0.008778023533523083, 0.003247404471039772, -0.04997962713241577, 0.0034168644342571497, -0.006018832325935364, -0.013896649703383446, 0.003965308889746666, -0.018061039969325066, -0.015077240765094757, 0.02085459791123867, -0.01281479187309742, -0.01841590367257595, -0.02463548444211483, -0.003953511826694012, 0.002397233620285988, -0.010587536729872227, 0.000920076563488692, 0.018375108018517494, -0.02409229427576065, -0.011254343204200268, 0.025953954085707664, -0.015409452840685844, -0.003863197984173894, 0.0068912929855287075, -0.010648018680512905, 0.0319506973028183, 0.006506388541311026, 0.022046241909265518, -0.017549730837345123, 0.0059312861412763596, 0.03114859014749527, 0.0011423571268096566, 0.0014898530207574368, 0.010820109397172928, -0.00657624052837491, 0.012203815393149853, -0.03278747573494911, 0.02843328006565571, 0.01434527337551117, -0.047956664115190506, -0.009221517480909824, 0.0020042690448462963, -0.03657843917608261, -0.04860683158040047, -0.004935582634061575, 0.054568637162446976, -0.038024988025426865, 0.0007576011121273041, 0.8299673199653625, 0.00752251548692584, 0.04784766212105751, 0.00929583515971899, 0.05554117262363434, -0.011838759295642376, 0.04775726795196533, -0.011054614558815956, 0.007906696759164333, 0.006902412977069616, -0.02386849746108055, 0.016634905710816383, 0.008937680162489414, 0.028184624388813972, -0.014092047698795795, -0.001744779758155346, 0.017544260248541832, -0.0021929151844233274, -0.023396829143166542, 0.03541563078761101, 0.01454934012144804, -0.01692371256649494, -0.05498359724879265, 0.014576025307178497, 0.020924877375364304, 0.010771340690553188, -0.1552978754043579, 0.005939081776887178, -8.094693606736252e-33, 0.0004799308371730149, -0.002164328470826149, 0.04065960273146629, 0.019950877875089645, 0.02080187201499939, -0.02397804521024227, 0.05506494641304016, 0.027125079184770584, -0.011292973533272743, -0.029230758547782898, 0.0037606775294989347, -0.014793146401643753, -0.0405658558011055, -0.0176792424172163, 0.025371337309479713, 0.004128288943320513, -0.017976026982069016, 0.011485416442155838, -0.03261636570096016, -0.0004997103242203593, 0.01495719701051712, 0.02976660244166851, 0.0056954482570290565, 0.0014831811422482133, 0.04754529893398285, 0.08581294864416122, 0.022276168689131737, -0.03269907459616661, 0.02506963536143303, -0.02727031521499157, -0.0008984577725641429, 0.01815878041088581, -0.02537139691412449, 0.010468174703419209, -0.00884212739765644, -0.033200886100530624, -0.033767715096473694, -0.02862328477203846, -0.00936189480125904, -0.04814063385128975, -0.009055166505277157, -0.0003410110075492412, -0.04085841029882431, -0.016903428360819817, -0.004973880480974913, -0.008230232633650303, 0.01775832660496235, 0.07737172394990921, -0.006701914127916098, 0.04169360548257828, 0.01015446800738573, 0.030814873054623604, -0.052671123296022415, -0.046022988855838776, -0.03592386841773987, 0.023512965068221092, -0.0015911071095615625, 0.019805127754807472, -0.008385566994547844, 0.007111605256795883, -0.016488652676343918, -0.005901898257434368, -0.02621953934431076, 0.01026988122612238, -0.03707071766257286, 0.03586646914482117, -0.07017980515956879, -0.0039115166291594505, 0.03160400316119194, 0.018066758289933205, -0.0198995191603899, -0.006606921553611755, -0.02356242761015892, -0.02485404722392559, 0.025956012308597565, 0.029300767928361893, -0.02535313181579113, -0.03873186931014061, -0.018759706988930702, 0.0098640788346529, -0.01821189746260643, 0.022902028635144234, 0.01463483739644289, -0.005318732466548681, 0.011392399668693542, -0.012049175798892975, 0.0293949656188488, -0.0003317944938316941, 0.04045216366648674, 0.04559795930981636, 0.021371295675635338, 0.037051890045404434, -0.005960147827863693, -0.02007722295820713, -0.03851427510380745, 7.423974897256286e-33, 0.0022156869526952505, -0.003867456456646323, -0.031321603804826736, -0.03514840826392174, -0.029307890683412552, -0.03984614089131355, -0.014790898188948631, 0.004793740808963776, 0.003080059541389346, 0.030274109914898872, -0.035373810678720474, 0.028832143172621727, 0.0108381612226367, -0.004945426248013973, 0.0642196387052536, -0.05823293700814247, -0.009571976028382778, -0.056683361530303955, -0.012484551407396793, 0.04856879264116287, 0.0339525006711483, -0.002266464987769723, 0.04327186197042465, -0.01772245205938816, -0.0004964231629855931, 0.0407220833003521, -0.036474090069532394, 0.03975293040275574, 0.0060735768638551235, -0.007611079607158899, 0.03834230825304985, -0.04272393882274628, 0.027614569291472435, -0.03201132267713547, 0.0035705585032701492, 0.029931478202342987, 0.005754716228693724, -0.016781480982899666, -0.0349196195602417, -0.01010487973690033, -0.003319003153592348, -0.0616205558180809, -0.016849299892783165, 0.0033752291928976774, -0.00870618037879467, -0.014516497030854225, -0.02596060186624527, 0.01832808181643486, 0.02142198383808136, 0.02743844874203205, 0.02738027460873127, 0.012505276128649712, 0.011933304369449615, 0.028324270620942116, 0.024335317313671112, 0.009785122238099575, 0.0026918682269752026, 0.009968454949557781, 0.002965553430840373, 0.038404643535614014, 0.02068016119301319, 0.0006114432471804321, -0.0437556691467762, 0.018083995208144188, -0.006099562160670757, -0.05748981982469559, -0.021238110959529877, -0.04285294562578201, -0.024463433772325516, -0.029291603714227676, 0.011656834743916988, -0.0020906957797706127, 0.008305253461003304, 0.019339218735694885, 0.007955962792038918, -0.017586879432201385, 0.023957792669534683, -0.0033885210286825895, 0.006470612250268459, -0.006861529313027859, -0.013402257114648819, -0.05471893399953842, 0.056468937546014786, 0.005444781854748726, -0.018752584233880043, -0.003497912548482418, -0.020667266100645065, 0.014030871912837029, 0.027274085208773613, 0.060083094984292984, -0.030818087980151176, -0.00817900337278843, 0.015025868080556393, 0.020539341494441032, -0.017986755818128586, -1.2995316822639325e-8, -0.03353481367230415, 0.0071264165453612804, -0.02165510691702366, 0.015509840101003647, 0.03096591867506504, 0.006824868731200695, -0.053412992507219315, -0.016514278948307037, -0.03132667392492294, 0.014481374062597752, 0.022362131625413895, 0.030978599563241005, 0.046129025518894196, 0.00835611205548048, 0.0508708693087101, -0.03801882639527321, 0.006799548864364624, -0.05946866422891617, 0.004983383696526289, 0.01576222851872444, -0.016893796622753143, 0.0037341665010899305, -0.041982151567935944, 0.007528864312916994, -0.007922349497675896, -0.040506646037101746, 0.038755010813474655, -0.057532526552677155, 0.015172147192060947, 0.02041185274720192, -0.04500338062644005, 0.006632309406995773, 0.019077597185969353, 0.05065714567899704, -0.02673862688243389, -0.022805428132414818, 0.020424315705895424, 0.0785490870475769, 0.01335599459707737, -0.017440607771277428, 0.006917593535035849, -0.026104232296347618, -0.01704593002796173, -0.013871358707547188, 0.0004733819223474711, 0.028087904676795006, -0.0018911110237240791, -0.014935140497982502, 0.04852016270160675, 0.002224101684987545, -0.036603894084692, 0.018599769100546837, 0.0032340153120458126, 0.048540856689214706, 0.004974881187081337, -0.005663611460477114, 0.01445835642516613, -0.024885911494493484, -0.013246187940239906, -0.01556231826543808, 0.021125493571162224, 0.013149373233318329, -0.016953356564044952, -0.012492855079472065 ]
f-object-expressions
https://markhneedham.com/blog/2009/05/19/f-object-expressions