content
stringlengths 6
1.03M
| input_ids
sequencelengths 4
535k
| ratio_char_token
float64 0.68
8.61
| token_count
int64 4
535k
|
|---|---|---|---|
<reponame>josePereiro/SimTools.jl
function run_OnDiskMonitor_tests()
n = 1000
m = SimTools.OnDiskMonitor(@__DIR__, "monitor_test.jld2"; dt = 1.0)
SimTools.reset!(m)
SimTools.clear_file(m)
@assert isempty(m.cache)
@assert !isfile(m.file)
# Watch task (It can be in another process)
tests_results = []
cvals = []
@async SimTools.watch(m) do ddat
isempty(ddat) && return
check = true
dvals = ddat[:vals]
for dval in dvals
check &= dval in cvals
end
push!(tests_results, check)
end
# Fake job to monitor
for i in 1:n
push!(cvals, i)
SimTools.record!(m) do dat
dat[:vals] = cvals
end
sleep(5.0/n)
end
SimTools.reset!(m)
sleep(1.0)
@test isempty(m.cache)
@test length(cvals) == n
@test all(tests_results)
SimTools.clear_file(m)
@test !isfile(m.file)
end
run_OnDiskMonitor_tests() | [
27,
7856,
261,
480,
29,
73,
577,
47,
567,
7058,
14,
8890,
33637,
13,
20362,
198,
8818,
1057,
62,
2202,
40961,
35479,
62,
41989,
3419,
198,
220,
220,
220,
299,
796,
8576,
198,
220,
220,
220,
285,
796,
3184,
33637,
13,
2202,
40961,
35479,
7,
31,
834,
34720,
834,
11,
366,
41143,
62,
9288,
13,
73,
335,
17,
8172,
288,
83,
796,
352,
13,
15,
8,
198,
220,
220,
220,
3184,
33637,
13,
42503,
0,
7,
76,
8,
198,
220,
220,
220,
3184,
33637,
13,
20063,
62,
7753,
7,
76,
8,
198,
220,
220,
220,
2488,
30493,
318,
28920,
7,
76,
13,
23870,
8,
198,
220,
220,
220,
2488,
30493,
5145,
4468,
576,
7,
76,
13,
7753,
8,
628,
220,
220,
220,
1303,
6305,
4876,
357,
1026,
460,
307,
287,
1194,
1429,
8,
198,
220,
220,
220,
5254,
62,
43420,
796,
17635,
198,
220,
220,
220,
269,
12786,
796,
17635,
198,
220,
220,
220,
2488,
292,
13361,
3184,
33637,
13,
8340,
7,
76,
8,
466,
288,
19608,
198,
220,
220,
220,
220,
220,
220,
220,
318,
28920,
7,
1860,
265,
8,
11405,
1441,
198,
220,
220,
220,
220,
220,
220,
220,
2198,
796,
2081,
198,
220,
220,
220,
220,
220,
220,
220,
288,
12786,
796,
288,
19608,
58,
25,
12786,
60,
198,
220,
220,
220,
220,
220,
220,
220,
329,
288,
2100,
287,
288,
12786,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2198,
1222,
28,
288,
2100,
287,
269,
12786,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
4574,
0,
7,
41989,
62,
43420,
11,
2198,
8,
198,
220,
220,
220,
886,
628,
220,
220,
220,
1303,
33482,
1693,
284,
5671,
198,
220,
220,
220,
329,
1312,
287,
352,
25,
77,
198,
220,
220,
220,
220,
220,
220,
220,
4574,
0,
7,
66,
12786,
11,
1312,
8,
198,
220,
220,
220,
220,
220,
220,
220,
3184,
33637,
13,
22105,
0,
7,
76,
8,
466,
4818,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
4818,
58,
25,
12786,
60,
796,
269,
12786,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
3993,
7,
20,
13,
15,
14,
77,
8,
198,
220,
220,
220,
886,
198,
220,
220,
220,
3184,
33637,
13,
42503,
0,
7,
76,
8,
198,
220,
220,
220,
3993,
7,
16,
13,
15,
8,
198,
220,
220,
220,
220,
198,
220,
220,
220,
2488,
9288,
318,
28920,
7,
76,
13,
23870,
8,
198,
220,
220,
220,
2488,
9288,
4129,
7,
66,
12786,
8,
6624,
299,
198,
220,
220,
220,
2488,
9288,
477,
7,
41989,
62,
43420,
8,
628,
220,
220,
220,
3184,
33637,
13,
20063,
62,
7753,
7,
76,
8,
198,
220,
220,
220,
2488,
9288,
5145,
4468,
576,
7,
76,
13,
7753,
8,
198,
437,
198,
5143,
62,
2202,
40961,
35479,
62,
41989,
3419
] | 2.010373 | 482 |
"""
Subroutine dgpstep
This subroutine computes the gradient projection step
s = P[x + alpha*w] - x,
where P is the projection on the n-dimensional interval [xl,xu].
"""
function dgpstep(n,x,xl,xu,alpha,w,s)
# TODO
# This computation of the gradient projection step avoids
# rouding errors for the components that are feasible.
@inbounds for i=1:n
if x[i] + alpha*w[i] < xl[i]
s[i] = xl[i] - x[i]
elseif x[i] + alpha*w[i] > xu[i]
s[i] = xu[i] - x[i]
else
s[i] = alpha*w[i]
end
end
return
end
| [
37811,
198,
7004,
81,
28399,
288,
31197,
9662,
198,
198,
1212,
850,
81,
28399,
552,
1769,
262,
31312,
20128,
2239,
628,
220,
264,
796,
350,
58,
87,
1343,
17130,
9,
86,
60,
532,
2124,
11,
198,
198,
3003,
350,
318,
262,
20128,
319,
262,
299,
12,
19577,
16654,
685,
87,
75,
11,
87,
84,
4083,
198,
37811,
198,
8818,
288,
31197,
9662,
7,
77,
11,
87,
11,
87,
75,
11,
87,
84,
11,
26591,
11,
86,
11,
82,
8,
198,
220,
220,
220,
1303,
16926,
46,
198,
220,
220,
220,
1303,
770,
29964,
286,
262,
31312,
20128,
2239,
30940,
198,
220,
220,
220,
1303,
374,
2778,
278,
8563,
329,
262,
6805,
326,
389,
23498,
13,
628,
220,
220,
220,
2488,
259,
65,
3733,
329,
1312,
28,
16,
25,
77,
198,
220,
220,
220,
220,
220,
220,
220,
611,
2124,
58,
72,
60,
1343,
17130,
9,
86,
58,
72,
60,
1279,
2124,
75,
58,
72,
60,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
264,
58,
72,
60,
796,
2124,
75,
58,
72,
60,
532,
2124,
58,
72,
60,
198,
220,
220,
220,
220,
220,
220,
220,
2073,
361,
2124,
58,
72,
60,
1343,
17130,
9,
86,
58,
72,
60,
1875,
2124,
84,
58,
72,
60,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
264,
58,
72,
60,
796,
2124,
84,
58,
72,
60,
532,
2124,
58,
72,
60,
198,
220,
220,
220,
220,
220,
220,
220,
2073,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
264,
58,
72,
60,
796,
17130,
9,
86,
58,
72,
60,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
886,
198,
220,
220,
220,
1441,
198,
437,
198
] | 2.034483 | 290 |
<reponame>JuliaCollections/Tries.jl
using Compat.Test
using Tries
import Compat: Nothing
tests = ["trie"]
if length(ARGS) > 0
tests = ARGS
end
@testset "Tries" begin
for t in tests
fp = joinpath(dirname(@__FILE__), "test_$t.jl")
println("$fp ...")
include(fp)
end
end # @testset
| [
27,
7856,
261,
480,
29,
16980,
544,
5216,
26448,
14,
51,
1678,
13,
20362,
198,
3500,
3082,
265,
13,
14402,
198,
3500,
309,
1678,
198,
198,
11748,
3082,
265,
25,
10528,
628,
198,
41989,
796,
14631,
83,
5034,
8973,
198,
198,
361,
4129,
7,
1503,
14313,
8,
1875,
657,
198,
220,
220,
220,
5254,
796,
5923,
14313,
198,
437,
198,
198,
31,
9288,
2617,
366,
51,
1678,
1,
2221,
198,
198,
1640,
256,
287,
5254,
198,
220,
220,
220,
277,
79,
796,
4654,
6978,
7,
15908,
3672,
7,
31,
834,
25664,
834,
828,
366,
9288,
62,
3,
83,
13,
20362,
4943,
198,
220,
220,
220,
44872,
7203,
3,
46428,
35713,
8,
198,
220,
220,
220,
2291,
7,
46428,
8,
198,
437,
198,
198,
437,
1303,
2488,
9288,
2617,
198
] | 2.341085 | 129 |
<filename>v1/src/systems/trace_test_pencil.jl
export TraceTestPencil
"""
TraceTestPencil(F, p₀, v) <: AbstractSystem
The system `H(x,t) := [F(x, p₀+x[end]v); l ⋅[x[1:end-1];1] * λ + τ*γ)`.
"""
struct TraceTestPencil{S<:AbstractSystem,T} <: AbstractSystem
F::TraceTestSystem{S,T}
l::Vector{T}
γ::T
end
function TraceTestPencil(F::TraceTestSystem, l)
TraceTestPencil(F, l, cis(2π * rand()))
end
struct TraceTestPencilCache{SC<:TraceTestSystemCache} <: AbstractSystemCache
cache::SC
end
function cache(F::TraceTestPencil, x, τ)
c = cache(F.F, x, F.l)
TraceTestPencilCache(c)
end
Base.size(F::TraceTestPencil) = size(F.F)
function evaluate!(u, F::TraceTestPencil, x, τ, c::TraceTestPencilCache)
λ = x[end]
evaluate!(u, F.F, x, F.l, c.cache)
u[end] = u[end] * λ + τ[1] * F.γ
u
end
function evaluate(F::TraceTestPencil, x, τ, c::TraceTestPencilCache)
evaluate!(evaluate(F.F, x, F.l, c.cache), F, x, τ, c)
end
function jacobian!(U, F::TraceTestPencil, x, τ, c::TraceTestPencilCache)
λ = x[end]
jacobian!(U, F.F, x, F.l, c.cache)
for j = 1:length(x)-1
U[end, j] *= λ
end
U[end, end] = F.l[end]
for i = 1:length(x)-1
U[end, end] += F.l[i] * x[i]
end
U
end
function jacobian(F::TraceTestPencil, x, τ, c::TraceTestPencilCache)
jacobian!(jacobian(F.F, x, F.l, c.cache), F, x, τ, c)
end
function evaluate_and_jacobian!(u, U, F::TraceTestPencil, x, τ, c::TraceTestPencilCache)
λ = x[end]
evaluate_and_jacobian!(u, U, F.F, x, F.l, c.cache)
u[end] = u[end] * λ + τ[1] * F.γ
for j = 1:length(x)-1
U[end, j] *= λ
end
U[end, end] = F.l[end]
for i = 1:length(x)-1
U[end, end] += F.l[i] * x[i]
end
nothing
end
function differentiate_parameters!(u, F::TraceTestPencil, x, τ, c::TraceTestPencilCache)
u .= zero(eltype(u))
u[end, 1] = F.γ
u
end
function differentiate_parameters(F::TraceTestPencil, x, τ, c::TraceTestPencilCache)
u = similar(c.cache.u, size(F)[1], 1)
differentiate_parameters!(u, F, x, τ, c)
end
| [
27,
34345,
29,
85,
16,
14,
10677,
14,
10057,
82,
14,
40546,
62,
9288,
62,
3617,
2856,
13,
20362,
198,
39344,
34912,
14402,
25553,
2856,
198,
198,
37811,
198,
220,
220,
220,
34912,
14402,
25553,
2856,
7,
37,
11,
279,
158,
224,
222,
11,
410,
8,
1279,
25,
27741,
11964,
198,
198,
464,
1080,
4600,
39,
7,
87,
11,
83,
8,
19039,
685,
37,
7,
87,
11,
279,
158,
224,
222,
10,
87,
58,
437,
60,
85,
1776,
300,
2343,
233,
227,
58,
87,
58,
16,
25,
437,
12,
16,
11208,
16,
60,
1635,
7377,
119,
1343,
46651,
9,
42063,
8,
44646,
198,
37811,
198,
7249,
34912,
14402,
25553,
2856,
90,
50,
27,
25,
23839,
11964,
11,
51,
92,
1279,
25,
27741,
11964,
198,
220,
220,
220,
376,
3712,
2898,
558,
14402,
11964,
90,
50,
11,
51,
92,
198,
220,
220,
220,
300,
3712,
38469,
90,
51,
92,
198,
220,
220,
220,
7377,
111,
3712,
51,
198,
437,
198,
198,
8818,
34912,
14402,
25553,
2856,
7,
37,
3712,
2898,
558,
14402,
11964,
11,
300,
8,
198,
220,
220,
220,
34912,
14402,
25553,
2856,
7,
37,
11,
300,
11,
33325,
7,
17,
46582,
1635,
43720,
3419,
4008,
198,
437,
198,
198,
7249,
34912,
14402,
25553,
2856,
30562,
90,
6173,
27,
25,
2898,
558,
14402,
11964,
30562,
92,
1279,
25,
27741,
11964,
30562,
198,
220,
220,
220,
12940,
3712,
6173,
198,
437,
198,
198,
8818,
12940,
7,
37,
3712,
2898,
558,
14402,
25553,
2856,
11,
2124,
11,
46651,
8,
198,
220,
220,
220,
269,
796,
12940,
7,
37,
13,
37,
11,
2124,
11,
376,
13,
75,
8,
198,
220,
220,
220,
34912,
14402,
25553,
2856,
30562,
7,
66,
8,
198,
437,
198,
198,
14881,
13,
7857,
7,
37,
3712,
2898,
558,
14402,
25553,
2856,
8,
796,
2546,
7,
37,
13,
37,
8,
198,
198,
8818,
13446,
0,
7,
84,
11,
376,
3712,
2898,
558,
14402,
25553,
2856,
11,
2124,
11,
46651,
11,
269,
3712,
2898,
558,
14402,
25553,
2856,
30562,
8,
198,
220,
220,
220,
7377,
119,
796,
2124,
58,
437,
60,
198,
220,
220,
220,
13446,
0,
7,
84,
11,
376,
13,
37,
11,
2124,
11,
376,
13,
75,
11,
269,
13,
23870,
8,
198,
220,
220,
220,
334,
58,
437,
60,
796,
334,
58,
437,
60,
1635,
7377,
119,
1343,
46651,
58,
16,
60,
1635,
376,
13,
42063,
198,
220,
220,
220,
334,
198,
437,
198,
8818,
13446,
7,
37,
3712,
2898,
558,
14402,
25553,
2856,
11,
2124,
11,
46651,
11,
269,
3712,
2898,
558,
14402,
25553,
2856,
30562,
8,
198,
220,
220,
220,
13446,
0,
7,
49786,
7,
37,
13,
37,
11,
2124,
11,
376,
13,
75,
11,
269,
13,
23870,
828,
376,
11,
2124,
11,
46651,
11,
269,
8,
198,
437,
198,
198,
8818,
474,
330,
672,
666,
0,
7,
52,
11,
376,
3712,
2898,
558,
14402,
25553,
2856,
11,
2124,
11,
46651,
11,
269,
3712,
2898,
558,
14402,
25553,
2856,
30562,
8,
198,
220,
220,
220,
7377,
119,
796,
2124,
58,
437,
60,
198,
220,
220,
220,
474,
330,
672,
666,
0,
7,
52,
11,
376,
13,
37,
11,
2124,
11,
376,
13,
75,
11,
269,
13,
23870,
8,
198,
220,
220,
220,
329,
474,
796,
352,
25,
13664,
7,
87,
13219,
16,
198,
220,
220,
220,
220,
220,
220,
220,
471,
58,
437,
11,
474,
60,
1635,
28,
7377,
119,
198,
220,
220,
220,
886,
198,
220,
220,
220,
471,
58,
437,
11,
886,
60,
796,
376,
13,
75,
58,
437,
60,
198,
220,
220,
220,
329,
1312,
796,
352,
25,
13664,
7,
87,
13219,
16,
198,
220,
220,
220,
220,
220,
220,
220,
471,
58,
437,
11,
886,
60,
15853,
376,
13,
75,
58,
72,
60,
1635,
2124,
58,
72,
60,
198,
220,
220,
220,
886,
198,
220,
220,
220,
471,
198,
437,
198,
8818,
474,
330,
672,
666,
7,
37,
3712,
2898,
558,
14402,
25553,
2856,
11,
2124,
11,
46651,
11,
269,
3712,
2898,
558,
14402,
25553,
2856,
30562,
8,
198,
220,
220,
220,
474,
330,
672,
666,
0,
7,
30482,
672,
666,
7,
37,
13,
37,
11,
2124,
11,
376,
13,
75,
11,
269,
13,
23870,
828,
376,
11,
2124,
11,
46651,
11,
269,
8,
198,
437,
198,
198,
8818,
13446,
62,
392,
62,
30482,
672,
666,
0,
7,
84,
11,
471,
11,
376,
3712,
2898,
558,
14402,
25553,
2856,
11,
2124,
11,
46651,
11,
269,
3712,
2898,
558,
14402,
25553,
2856,
30562,
8,
198,
220,
220,
220,
7377,
119,
796,
2124,
58,
437,
60,
198,
220,
220,
220,
13446,
62,
392,
62,
30482,
672,
666,
0,
7,
84,
11,
471,
11,
376,
13,
37,
11,
2124,
11,
376,
13,
75,
11,
269,
13,
23870,
8,
198,
220,
220,
220,
334,
58,
437,
60,
796,
334,
58,
437,
60,
1635,
7377,
119,
1343,
46651,
58,
16,
60,
1635,
376,
13,
42063,
198,
220,
220,
220,
329,
474,
796,
352,
25,
13664,
7,
87,
13219,
16,
198,
220,
220,
220,
220,
220,
220,
220,
471,
58,
437,
11,
474,
60,
1635,
28,
7377,
119,
198,
220,
220,
220,
886,
198,
220,
220,
220,
471,
58,
437,
11,
886,
60,
796,
376,
13,
75,
58,
437,
60,
198,
220,
220,
220,
329,
1312,
796,
352,
25,
13664,
7,
87,
13219,
16,
198,
220,
220,
220,
220,
220,
220,
220,
471,
58,
437,
11,
886,
60,
15853,
376,
13,
75,
58,
72,
60,
1635,
2124,
58,
72,
60,
198,
220,
220,
220,
886,
198,
220,
220,
220,
2147,
198,
437,
198,
198,
8818,
28754,
62,
17143,
7307,
0,
7,
84,
11,
376,
3712,
2898,
558,
14402,
25553,
2856,
11,
2124,
11,
46651,
11,
269,
3712,
2898,
558,
14402,
25553,
2856,
30562,
8,
198,
220,
220,
220,
334,
764,
28,
6632,
7,
417,
4906,
7,
84,
4008,
198,
220,
220,
220,
334,
58,
437,
11,
352,
60,
796,
376,
13,
42063,
198,
220,
220,
220,
334,
198,
437,
198,
198,
8818,
28754,
62,
17143,
7307,
7,
37,
3712,
2898,
558,
14402,
25553,
2856,
11,
2124,
11,
46651,
11,
269,
3712,
2898,
558,
14402,
25553,
2856,
30562,
8,
198,
220,
220,
220,
334,
796,
2092,
7,
66,
13,
23870,
13,
84,
11,
2546,
7,
37,
38381,
16,
4357,
352,
8,
198,
220,
220,
220,
28754,
62,
17143,
7307,
0,
7,
84,
11,
376,
11,
2124,
11,
46651,
11,
269,
8,
198,
437,
198
] | 1.986603 | 1,045 |
# --- PRIVATE METHODS --------------------------------------------------------------------------------------- #
function _compute_crr_index_array(numberOfLevels::Int64)
# ok, so lets build an index array -
number_items_per_level = [(i+1) for i=0:numberOfLevels]
tmp_array = Array{Int64,1}()
theta = 0
for value in number_items_per_level
for index = 1:value
push!(tmp_array,theta)
end
theta = theta + 1
end
N = sum(number_items_per_level[1:(numberOfLevels-1)])
index_array = Array{Int64,2}(undef,N,3)
for row_index = 1:N
#index_array[row_index,1] = tmp_array[row_index]
index_array[row_index,1] = row_index
index_array[row_index,2] = row_index + 1 + tmp_array[row_index]
index_array[row_index,3] = row_index + 2 + tmp_array[row_index]
end
return index_array
end
function _compute_full_binomial_index_array(numberOfLevels::Int64)
number_of_elements = (2^(Int(numberOfLevels))) - 1
index_array = Array{Int64,2}(undef,number_of_elements,3)
# populate the index array -
for index = 1:number_of_elements
# compute the child indexs -
left_child_index = 2*(index - 1) + 2
right_child_index = 2*(index - 1) + 3
# grab and go -
index_array[index,1] = index
index_array[index,2] = left_child_index
index_array[index,3] = right_child_index
end
# return -
return index_array
end
# array based -
function _build_binary_lattice_intrinsic_value_array(contractSet::Set{PSAbstractAsset}, binaryPriceArray::Array{Float64,1})::PSResult
# initialize -
intrinsic_value_array = similar(binaryPriceArray)
# ok, so lets go through each price, compute the intrinsic value - and then store
for (index,price) in enumerate(binaryPriceArray)
# ok, get the underlying price -
underlying_price_value = binaryPriceArray[index]
# compute the intrinsic value -
result = intrinsic_value(contractSet,underlying_price_value)
if (isa(result.value,Exception) == true)
return result
end
iv_value = result.value
# add the iv to the array - index should work out
intrinsic_value_array[index] = iv_value
end
# return -
return PSResult{Array{Float64,1}}(intrinsic_value_array)
end
function _build_binary_lattice_underlying_price_array(basePrice::Float64, volatility::Float64, timeToExercise::Float64;
numberOfLevels::Int64 = 100)::PSResult
# compute up and down perturbations -
Δt = (timeToExercise/numberOfLevels)
U = exp(volatility * √Δt)
D = 1 / U
# compute the index array =
index_array = _compute_crr_index_array(numberOfLevels);
max_element = index_array[end,end]
N = index_array[end,1]
# compute price array -
priceArray = zeros(max_element)
priceArray[1] = basePrice
for row_index = 1:N
# parent index -
parent_index = index_array[row_index,1]
left_child_index = index_array[row_index,2]
right_child_index = index_array[row_index,3]
# get the basePrice -
basePrice = priceArray[parent_index]
# compute the prices -
down_price = basePrice*D
priceArray[right_child_index] = down_price
up_price = basePrice*U
priceArray[left_child_index] = up_price
end
# return the price array -
return PSResult{Array{Float64,1}}(priceArray)
end
function _build_binary_lattice_option_value_array(intrinsicValueArray::Array{Float64,1}, latticeModel::PSBinaryLatticeModel;
earlyExcercise::Bool = true, numberOfLevels::Int64 = 100)::PSResult
# initialize -
contract_price_array = copy(intrinsicValueArray)
# get stuff from the lattice model -
volatility = latticeModel.volatility
timeToExercise = latticeModel.timeToExercise
riskFreeRate = latticeModel.riskFreeRate
dividendRate = latticeModel.dividendRate
# compute up and down perturbations -
Δt = (timeToExercise/numberOfLevels)
U = exp(volatility * √Δt)
D = 1 / U
p = (exp((riskFreeRate - dividendRate)*Δt) - D)/(U - D)
DF = exp(-riskFreeRate*Δt)
# create a index table -
index_table = _compute_crr_index_array(numberOfLevels)
N = index_table[end,1]
# ok, so now lets compute the value for the nodes -
for compute_index = 1:N
# get the indexs -
parent_node_index = index_table[compute_index,1]
child_left_index = index_table[compute_index,2]
child_right_index = index_table[compute_index,3]
# compute -
contract_price = DF*(p*contract_price_array[child_left_index]+(1-p)*contract_price_array[child_right_index])
if (earlyExcercise == false)
contract_price_array[parent_node_index] = contract_price
else
excercise_value = contract_price_array[parent_node_index]
contract_price_array[parent_node_index] = max(excercise_value,contract_price)
end
end
# setup the results tuple -
results_tuple = (option_index_table=index_table, option_contract_price_array=contract_price_array, U=U, D=D, PUP=p, PDOWN=(1-p), DF=DF)
# return -
return PSResult(results_tuple)
end
# ----------------------------------------------------------------------------------------------------------- #
# --- PUBLIC METHODS ---------------------------------------------------------------------------------------- #
function compute_underlying_price_distribution(timeStepIndex::Int64,latticeModel::PSBinaryLatticeModel, baseUnderlyingPrice::Float64,
movementFunction::Function)::PooksoftBase.PSResult
# initialize -
priceDistributionArray = Array{Float64,2}(undef,(timeStepIndex+1), 4)
riskFreeRate = latticeModel.riskFreeRate
kIndexVector = range(0,stop=timeStepIndex,step=1) |> collect
# compute the up and downmove values -
(u,d) = movementFunction(latticeModel)
# compute the probability p of an *up* move -
p = ((1 + riskFreeRate) - d)/(u - d)
# main loop -
for (index,k) in enumerate(kIndexVector)
# compute the price -
price = baseUnderlyingPrice*(u^k)*(d^(timeStepIndex - k))
# compute the probability -
prob = binomial(timeStepIndex,k)*(p^k)*((1 - p)^(timeStepIndex-k))
# package -
priceDistributionArray[index,1] = timeStepIndex
priceDistributionArray[index,2] = k
priceDistributionArray[index,3] = prob
priceDistributionArray[index,4] = price
end
# return -
return PSResult{Array{Float64,2}}(priceDistributionArray)
end
"""
option_contract_price(contractSet::Set{PSAbstractAsset}, latticeModel::PSBinaryLatticeModel, baseUnderlyingPrice::Float64;
earlyExercise::Bool = false)::PooksoftBase.PSResult
Estimate the price of a contract using a binary lattice pricing model.
"""
function option_contract_price(contractSet::Set{PSAbstractAsset}, latticeModel::PSBinaryLatticeModel, baseUnderlyingPrice::Float64;
earlyExercise::Bool = true)::PooksoftBase.PSResult
# initialize -
option_contract_price = 0.0
# we need to get some stuff from the lattice model -
volatility = latticeModel.volatility
timeToExercise = latticeModel.timeToExercise
numberOfLevels = latticeModel.numberOfLevels
# compute the price array -
result = _build_binary_lattice_underlying_price_array(baseUnderlyingPrice, volatility, timeToExercise;
numberOfLevels = numberOfLevels)
if (isa(result.value,Exception) == true)
return result
end
lattice_price_array = result.value
# compute the intrinsic value array -
result = _build_binary_lattice_intrinsic_value_array(contractSet,lattice_price_array)
if (isa(result.value,Exception) == true)
return result
end
iv_array = result.value
# ok, let's build the option value array -
result = _build_binary_lattice_option_value_array(iv_array, latticeModel;
earlyExcercise = earlyExercise, numberOfLevels = numberOfLevels)
if (isa(result.value,Exception) == true)
return result
end
cost_calc_tuple = result.value
# create a named tuple and return the results -
results_tuple = (lattice_price_array=lattice_price_array, intrinsic_value_array = iv_array, cost_calculation_result=cost_calc_tuple)
# return -
return PSResult(results_tuple)
end
# ----------------------------------------------------------------------------------------------------------- # | [
2,
11420,
4810,
3824,
6158,
337,
36252,
50,
16529,
19351,
6329,
1303,
198,
8818,
4808,
5589,
1133,
62,
6098,
81,
62,
9630,
62,
18747,
7,
17618,
5189,
4971,
82,
3712,
5317,
2414,
8,
198,
220,
220,
220,
220,
198,
220,
220,
220,
1303,
12876,
11,
523,
8781,
1382,
281,
6376,
7177,
532,
198,
220,
220,
220,
1271,
62,
23814,
62,
525,
62,
5715,
796,
47527,
72,
10,
16,
8,
329,
1312,
28,
15,
25,
17618,
5189,
4971,
82,
60,
198,
220,
220,
220,
45218,
62,
18747,
796,
15690,
90,
5317,
2414,
11,
16,
92,
3419,
198,
220,
220,
220,
262,
8326,
796,
657,
198,
220,
220,
220,
329,
1988,
287,
1271,
62,
23814,
62,
525,
62,
5715,
198,
220,
220,
220,
220,
220,
220,
220,
329,
6376,
796,
352,
25,
8367,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
4574,
0,
7,
22065,
62,
18747,
11,
1169,
8326,
8,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
262,
8326,
796,
262,
8326,
1343,
352,
198,
220,
220,
220,
886,
628,
220,
220,
220,
399,
796,
2160,
7,
17618,
62,
23814,
62,
525,
62,
5715,
58,
16,
37498,
17618,
5189,
4971,
82,
12,
16,
8,
12962,
198,
220,
220,
220,
6376,
62,
18747,
796,
15690,
90,
5317,
2414,
11,
17,
92,
7,
917,
891,
11,
45,
11,
18,
8,
198,
220,
220,
220,
329,
5752,
62,
9630,
796,
352,
25,
45,
198,
220,
220,
220,
220,
198,
220,
220,
220,
220,
220,
220,
220,
1303,
9630,
62,
18747,
58,
808,
62,
9630,
11,
16,
60,
796,
45218,
62,
18747,
58,
808,
62,
9630,
60,
198,
220,
220,
220,
220,
220,
220,
220,
6376,
62,
18747,
58,
808,
62,
9630,
11,
16,
60,
796,
5752,
62,
9630,
198,
220,
220,
220,
220,
220,
220,
220,
6376,
62,
18747,
58,
808,
62,
9630,
11,
17,
60,
796,
5752,
62,
9630,
1343,
352,
1343,
45218,
62,
18747,
58,
808,
62,
9630,
60,
198,
220,
220,
220,
220,
220,
220,
220,
6376,
62,
18747,
58,
808,
62,
9630,
11,
18,
60,
796,
5752,
62,
9630,
1343,
362,
1343,
45218,
62,
18747,
58,
808,
62,
9630,
60,
198,
220,
220,
220,
886,
628,
220,
220,
220,
1441,
6376,
62,
18747,
198,
437,
198,
198,
8818,
4808,
5589,
1133,
62,
12853,
62,
8800,
49070,
62,
9630,
62,
18747,
7,
17618,
5189,
4971,
82,
3712,
5317,
2414,
8,
628,
220,
220,
220,
1271,
62,
1659,
62,
68,
3639,
796,
357,
17,
61,
7,
5317,
7,
17618,
5189,
4971,
82,
22305,
532,
352,
198,
220,
220,
220,
6376,
62,
18747,
796,
15690,
90,
5317,
2414,
11,
17,
92,
7,
917,
891,
11,
17618,
62,
1659,
62,
68,
3639,
11,
18,
8,
198,
220,
220,
220,
220,
198,
220,
220,
220,
1303,
48040,
262,
6376,
7177,
532,
198,
220,
220,
220,
329,
6376,
796,
352,
25,
17618,
62,
1659,
62,
68,
3639,
628,
220,
220,
220,
220,
220,
220,
220,
1303,
24061,
262,
1200,
6376,
82,
532,
198,
220,
220,
220,
220,
220,
220,
220,
1364,
62,
9410,
62,
9630,
796,
362,
9,
7,
9630,
532,
352,
8,
1343,
362,
198,
220,
220,
220,
220,
220,
220,
220,
826,
62,
9410,
62,
9630,
796,
362,
9,
7,
9630,
532,
352,
8,
1343,
513,
198,
220,
220,
220,
220,
220,
220,
220,
220,
198,
220,
220,
220,
220,
220,
220,
220,
1303,
5552,
290,
467,
532,
198,
220,
220,
220,
220,
220,
220,
220,
6376,
62,
18747,
58,
9630,
11,
16,
60,
796,
6376,
198,
220,
220,
220,
220,
220,
220,
220,
6376,
62,
18747,
58,
9630,
11,
17,
60,
796,
1364,
62,
9410,
62,
9630,
198,
220,
220,
220,
220,
220,
220,
220,
6376,
62,
18747,
58,
9630,
11,
18,
60,
796,
826,
62,
9410,
62,
9630,
198,
220,
220,
220,
886,
628,
220,
220,
220,
1303,
1441,
532,
198,
220,
220,
220,
1441,
6376,
62,
18747,
198,
437,
198,
198,
2,
7177,
1912,
532,
198,
8818,
4808,
11249,
62,
39491,
62,
75,
1078,
501,
62,
600,
81,
1040,
291,
62,
8367,
62,
18747,
7,
28484,
7248,
3712,
7248,
90,
3705,
23839,
45869,
5512,
13934,
18124,
19182,
3712,
19182,
90,
43879,
2414,
11,
16,
92,
2599,
25,
3705,
23004,
628,
220,
220,
220,
1303,
41216,
532,
198,
220,
220,
220,
28327,
62,
8367,
62,
18747,
796,
2092,
7,
39491,
18124,
19182,
8,
628,
220,
220,
220,
1303,
12876,
11,
523,
8781,
467,
832,
1123,
2756,
11,
24061,
262,
28327,
1988,
532,
290,
788,
3650,
220,
198,
220,
220,
220,
329,
357,
9630,
11,
20888,
8,
287,
27056,
378,
7,
39491,
18124,
19182,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
198,
220,
220,
220,
220,
220,
220,
220,
1303,
12876,
11,
651,
262,
10238,
2756,
532,
198,
220,
220,
220,
220,
220,
220,
220,
10238,
62,
20888,
62,
8367,
796,
13934,
18124,
19182,
58,
9630,
60,
628,
220,
220,
220,
220,
220,
220,
220,
1303,
24061,
262,
28327,
1988,
532,
198,
220,
220,
220,
220,
220,
220,
220,
1255,
796,
28327,
62,
8367,
7,
28484,
7248,
11,
4625,
3157,
62,
20888,
62,
8367,
8,
198,
220,
220,
220,
220,
220,
220,
220,
611,
357,
9160,
7,
20274,
13,
8367,
11,
16922,
8,
6624,
2081,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1441,
1255,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
21628,
62,
8367,
796,
1255,
13,
8367,
628,
220,
220,
220,
220,
220,
220,
220,
1303,
751,
262,
21628,
284,
262,
7177,
532,
6376,
815,
670,
503,
198,
220,
220,
220,
220,
220,
220,
220,
28327,
62,
8367,
62,
18747,
58,
9630,
60,
796,
21628,
62,
8367,
198,
220,
220,
220,
886,
628,
220,
220,
220,
1303,
1441,
532,
198,
220,
220,
220,
1441,
6599,
23004,
90,
19182,
90,
43879,
2414,
11,
16,
11709,
7,
600,
81,
1040,
291,
62,
8367,
62,
18747,
8,
198,
437,
198,
198,
8818,
4808,
11249,
62,
39491,
62,
75,
1078,
501,
62,
4625,
3157,
62,
20888,
62,
18747,
7,
8692,
18124,
3712,
43879,
2414,
11,
30772,
3712,
43879,
2414,
11,
640,
2514,
3109,
23697,
3712,
43879,
2414,
26,
198,
220,
220,
220,
1271,
5189,
4971,
82,
3712,
5317,
2414,
796,
1802,
2599,
25,
3705,
23004,
628,
220,
220,
220,
1303,
24061,
510,
290,
866,
22146,
5945,
602,
532,
198,
220,
220,
220,
37455,
83,
796,
357,
2435,
2514,
3109,
23697,
14,
17618,
5189,
4971,
82,
8,
220,
220,
220,
220,
198,
220,
220,
220,
471,
796,
1033,
7,
10396,
18486,
1635,
18872,
248,
138,
242,
83,
8,
198,
220,
220,
220,
360,
796,
352,
1220,
471,
628,
220,
220,
220,
1303,
24061,
262,
6376,
7177,
796,
198,
220,
220,
220,
6376,
62,
18747,
796,
4808,
5589,
1133,
62,
6098,
81,
62,
9630,
62,
18747,
7,
17618,
5189,
4971,
82,
1776,
198,
220,
220,
220,
3509,
62,
30854,
796,
6376,
62,
18747,
58,
437,
11,
437,
60,
198,
220,
220,
220,
399,
796,
6376,
62,
18747,
58,
437,
11,
16,
60,
628,
220,
220,
220,
1303,
24061,
2756,
7177,
532,
198,
220,
220,
220,
2756,
19182,
796,
1976,
27498,
7,
9806,
62,
30854,
8,
198,
220,
220,
220,
2756,
19182,
58,
16,
60,
796,
2779,
18124,
198,
220,
220,
220,
329,
5752,
62,
9630,
796,
352,
25,
45,
628,
220,
220,
220,
220,
220,
220,
220,
1303,
2560,
6376,
532,
198,
220,
220,
220,
220,
220,
220,
220,
2560,
62,
9630,
796,
6376,
62,
18747,
58,
808,
62,
9630,
11,
16,
60,
198,
220,
220,
220,
220,
220,
220,
220,
1364,
62,
9410,
62,
9630,
796,
6376,
62,
18747,
58,
808,
62,
9630,
11,
17,
60,
198,
220,
220,
220,
220,
220,
220,
220,
826,
62,
9410,
62,
9630,
796,
6376,
62,
18747,
58,
808,
62,
9630,
11,
18,
60,
628,
220,
220,
220,
220,
220,
220,
220,
1303,
651,
262,
2779,
18124,
532,
198,
220,
220,
220,
220,
220,
220,
220,
2779,
18124,
796,
2756,
19182,
58,
8000,
62,
9630,
60,
628,
220,
220,
220,
220,
220,
220,
220,
1303,
24061,
262,
4536,
532,
198,
220,
220,
220,
220,
220,
220,
220,
866,
62,
20888,
796,
2779,
18124,
9,
35,
198,
220,
220,
220,
220,
220,
220,
220,
2756,
19182,
58,
3506,
62,
9410,
62,
9630,
60,
796,
866,
62,
20888,
198,
220,
220,
220,
220,
220,
220,
220,
220,
198,
220,
220,
220,
220,
220,
220,
220,
510,
62,
20888,
796,
2779,
18124,
9,
52,
198,
220,
220,
220,
220,
220,
220,
220,
2756,
19182,
58,
9464,
62,
9410,
62,
9630,
60,
796,
510,
62,
20888,
198,
220,
220,
220,
886,
628,
220,
220,
220,
1303,
1441,
262,
2756,
7177,
532,
198,
220,
220,
220,
1441,
6599,
23004,
90,
19182,
90,
43879,
2414,
11,
16,
11709,
7,
20888,
19182,
8,
198,
437,
198,
198,
8818,
4808,
11249,
62,
39491,
62,
75,
1078,
501,
62,
18076,
62,
8367,
62,
18747,
7,
600,
81,
1040,
291,
11395,
19182,
3712,
19182,
90,
43879,
2414,
11,
16,
5512,
47240,
501,
17633,
3712,
3705,
33,
3219,
43,
1078,
501,
17633,
26,
220,
198,
220,
220,
220,
1903,
3109,
2189,
37561,
3712,
33,
970,
796,
2081,
11,
1271,
5189,
4971,
82,
3712,
5317,
2414,
796,
1802,
2599,
25,
3705,
23004,
628,
220,
220,
220,
1303,
41216,
532,
198,
220,
220,
220,
2775,
62,
20888,
62,
18747,
796,
4866,
7,
600,
81,
1040,
291,
11395,
19182,
8,
198,
220,
220,
220,
220,
198,
220,
220,
220,
1303,
651,
3404,
422,
262,
47240,
501,
2746,
532,
198,
220,
220,
220,
30772,
796,
47240,
501,
17633,
13,
10396,
18486,
198,
220,
220,
220,
640,
2514,
3109,
23697,
796,
47240,
501,
17633,
13,
2435,
2514,
3109,
23697,
198,
220,
220,
220,
2526,
11146,
32184,
796,
47240,
501,
17633,
13,
19121,
11146,
32184,
198,
220,
220,
220,
30494,
32184,
796,
47240,
501,
17633,
13,
67,
1699,
437,
32184,
628,
220,
220,
220,
1303,
24061,
510,
290,
866,
22146,
5945,
602,
532,
198,
220,
220,
220,
37455,
83,
796,
357,
2435,
2514,
3109,
23697,
14,
17618,
5189,
4971,
82,
8,
220,
220,
220,
198,
220,
220,
220,
471,
796,
1033,
7,
10396,
18486,
1635,
18872,
248,
138,
242,
83,
8,
198,
220,
220,
220,
360,
796,
352,
1220,
471,
198,
220,
220,
220,
279,
796,
357,
11201,
19510,
19121,
11146,
32184,
532,
30494,
32184,
27493,
138,
242,
83,
8,
532,
360,
20679,
7,
52,
532,
360,
8,
198,
220,
220,
220,
36323,
796,
1033,
32590,
19121,
11146,
32184,
9,
138,
242,
83,
8,
628,
220,
220,
220,
1303,
2251,
257,
6376,
3084,
532,
198,
220,
220,
220,
6376,
62,
11487,
796,
4808,
5589,
1133,
62,
6098,
81,
62,
9630,
62,
18747,
7,
17618,
5189,
4971,
82,
8,
198,
220,
220,
220,
399,
796,
6376,
62,
11487,
58,
437,
11,
16,
60,
628,
220,
220,
220,
1303,
12876,
11,
523,
783,
8781,
24061,
262,
1988,
329,
262,
13760,
532,
198,
220,
220,
220,
329,
24061,
62,
9630,
796,
352,
25,
45,
198,
220,
220,
220,
220,
220,
220,
220,
220,
198,
220,
220,
220,
220,
220,
220,
220,
1303,
651,
262,
6376,
82,
532,
198,
220,
220,
220,
220,
220,
220,
220,
2560,
62,
17440,
62,
9630,
796,
6376,
62,
11487,
58,
5589,
1133,
62,
9630,
11,
16,
60,
198,
220,
220,
220,
220,
220,
220,
220,
1200,
62,
9464,
62,
9630,
796,
6376,
62,
11487,
58,
5589,
1133,
62,
9630,
11,
17,
60,
198,
220,
220,
220,
220,
220,
220,
220,
1200,
62,
3506,
62,
9630,
796,
6376,
62,
11487,
58,
5589,
1133,
62,
9630,
11,
18,
60,
628,
220,
220,
220,
220,
220,
220,
220,
1303,
24061,
532,
198,
220,
220,
220,
220,
220,
220,
220,
2775,
62,
20888,
796,
36323,
9,
7,
79,
9,
28484,
62,
20888,
62,
18747,
58,
9410,
62,
9464,
62,
9630,
60,
33747,
16,
12,
79,
27493,
28484,
62,
20888,
62,
18747,
58,
9410,
62,
3506,
62,
9630,
12962,
198,
220,
220,
220,
220,
220,
220,
220,
611,
357,
11458,
3109,
2189,
37561,
6624,
3991,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2775,
62,
20888,
62,
18747,
58,
8000,
62,
17440,
62,
9630,
60,
796,
2775,
62,
20888,
198,
220,
220,
220,
220,
220,
220,
220,
2073,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
409,
2189,
37561,
62,
8367,
796,
2775,
62,
20888,
62,
18747,
58,
8000,
62,
17440,
62,
9630,
60,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2775,
62,
20888,
62,
18747,
58,
8000,
62,
17440,
62,
9630,
60,
796,
3509,
7,
1069,
2189,
37561,
62,
8367,
11,
28484,
62,
20888,
8,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
886,
628,
220,
220,
220,
1303,
9058,
262,
2482,
46545,
532,
198,
220,
220,
220,
2482,
62,
83,
29291,
796,
357,
18076,
62,
9630,
62,
11487,
28,
9630,
62,
11487,
11,
3038,
62,
28484,
62,
20888,
62,
18747,
28,
28484,
62,
20888,
62,
18747,
11,
471,
28,
52,
11,
360,
28,
35,
11,
350,
8577,
28,
79,
11,
14340,
14165,
16193,
16,
12,
79,
828,
36323,
28,
8068,
8,
628,
220,
220,
220,
1303,
1441,
532,
198,
220,
220,
220,
1441,
6599,
23004,
7,
43420,
62,
83,
29291,
8,
198,
437,
198,
2,
16529,
3880,
32284,
1303,
628,
198,
2,
11420,
44731,
337,
36252,
50,
16529,
22369,
1303,
198,
198,
8818,
24061,
62,
4625,
3157,
62,
20888,
62,
17080,
3890,
7,
2435,
8600,
15732,
3712,
5317,
2414,
11,
75,
1078,
501,
17633,
3712,
3705,
33,
3219,
43,
1078,
501,
17633,
11,
2779,
9203,
3157,
18124,
3712,
43879,
2414,
11,
220,
198,
220,
220,
220,
3356,
22203,
3712,
22203,
2599,
25,
47,
566,
4215,
14881,
13,
3705,
23004,
628,
220,
220,
220,
1303,
41216,
532,
198,
220,
220,
220,
2756,
20344,
3890,
19182,
796,
15690,
90,
43879,
2414,
11,
17,
92,
7,
917,
891,
11,
7,
2435,
8600,
15732,
10,
16,
828,
604,
8,
198,
220,
220,
220,
2526,
11146,
32184,
796,
47240,
501,
17633,
13,
19121,
11146,
32184,
198,
220,
220,
220,
479,
15732,
38469,
796,
2837,
7,
15,
11,
11338,
28,
2435,
8600,
15732,
11,
9662,
28,
16,
8,
930,
29,
2824,
628,
220,
220,
220,
1303,
24061,
262,
510,
290,
866,
21084,
3815,
532,
198,
220,
220,
220,
357,
84,
11,
67,
8,
796,
3356,
22203,
7,
75,
1078,
501,
17633,
8,
628,
220,
220,
220,
1303,
24061,
262,
12867,
279,
286,
281,
1635,
929,
9,
1445,
532,
198,
220,
220,
220,
279,
796,
14808,
16,
1343,
2526,
11146,
32184,
8,
532,
288,
20679,
7,
84,
532,
288,
8,
628,
220,
220,
220,
1303,
1388,
9052,
532,
198,
220,
220,
220,
329,
357,
9630,
11,
74,
8,
287,
27056,
378,
7,
74,
15732,
38469,
8,
628,
220,
220,
220,
220,
220,
220,
220,
1303,
24061,
262,
2756,
532,
198,
220,
220,
220,
220,
220,
220,
220,
2756,
796,
2779,
9203,
3157,
18124,
9,
7,
84,
61,
74,
27493,
7,
67,
61,
7,
2435,
8600,
15732,
532,
479,
4008,
628,
220,
220,
220,
220,
220,
220,
220,
1303,
24061,
262,
12867,
532,
198,
220,
220,
220,
220,
220,
220,
220,
1861,
796,
9874,
49070,
7,
2435,
8600,
15732,
11,
74,
27493,
7,
79,
61,
74,
27493,
19510,
16,
532,
279,
8,
61,
7,
2435,
8600,
15732,
12,
74,
4008,
628,
220,
220,
220,
220,
220,
220,
220,
1303,
5301,
532,
198,
220,
220,
220,
220,
220,
220,
220,
2756,
20344,
3890,
19182,
58,
9630,
11,
16,
60,
796,
640,
8600,
15732,
198,
220,
220,
220,
220,
220,
220,
220,
2756,
20344,
3890,
19182,
58,
9630,
11,
17,
60,
796,
479,
198,
220,
220,
220,
220,
220,
220,
220,
2756,
20344,
3890,
19182,
58,
9630,
11,
18,
60,
796,
1861,
198,
220,
220,
220,
220,
220,
220,
220,
2756,
20344,
3890,
19182,
58,
9630,
11,
19,
60,
796,
2756,
198,
220,
220,
220,
886,
198,
220,
220,
220,
220,
198,
220,
220,
220,
1303,
1441,
532,
198,
220,
220,
220,
1441,
6599,
23004,
90,
19182,
90,
43879,
2414,
11,
17,
11709,
7,
20888,
20344,
3890,
19182,
8,
198,
437,
198,
198,
37811,
198,
220,
220,
220,
3038,
62,
28484,
62,
20888,
7,
28484,
7248,
3712,
7248,
90,
3705,
23839,
45869,
5512,
47240,
501,
17633,
3712,
3705,
33,
3219,
43,
1078,
501,
17633,
11,
2779,
9203,
3157,
18124,
3712,
43879,
2414,
26,
220,
198,
220,
220,
220,
220,
220,
220,
220,
1903,
3109,
23697,
3712,
33,
970,
796,
3991,
2599,
25,
47,
566,
4215,
14881,
13,
3705,
23004,
198,
198,
22362,
1920,
262,
2756,
286,
257,
2775,
1262,
257,
13934,
47240,
501,
13045,
2746,
13,
198,
37811,
198,
8818,
3038,
62,
28484,
62,
20888,
7,
28484,
7248,
3712,
7248,
90,
3705,
23839,
45869,
5512,
47240,
501,
17633,
3712,
3705,
33,
3219,
43,
1078,
501,
17633,
11,
2779,
9203,
3157,
18124,
3712,
43879,
2414,
26,
220,
198,
220,
220,
220,
1903,
3109,
23697,
3712,
33,
970,
796,
2081,
2599,
25,
47,
566,
4215,
14881,
13,
3705,
23004,
628,
220,
220,
220,
1303,
41216,
532,
198,
220,
220,
220,
3038,
62,
28484,
62,
20888,
796,
657,
13,
15,
628,
220,
220,
220,
1303,
356,
761,
284,
651,
617,
3404,
422,
262,
47240,
501,
2746,
532,
198,
220,
220,
220,
30772,
796,
47240,
501,
17633,
13,
10396,
18486,
198,
220,
220,
220,
640,
2514,
3109,
23697,
796,
47240,
501,
17633,
13,
2435,
2514,
3109,
23697,
198,
220,
220,
220,
1271,
5189,
4971,
82,
796,
47240,
501,
17633,
13,
17618,
5189,
4971,
82,
628,
220,
220,
220,
1303,
24061,
262,
2756,
7177,
532,
198,
220,
220,
220,
1255,
796,
4808,
11249,
62,
39491,
62,
75,
1078,
501,
62,
4625,
3157,
62,
20888,
62,
18747,
7,
8692,
9203,
3157,
18124,
11,
30772,
11,
640,
2514,
3109,
23697,
26,
220,
198,
220,
220,
220,
220,
220,
220,
220,
1271,
5189,
4971,
82,
796,
1271,
5189,
4971,
82,
8,
198,
220,
220,
220,
611,
357,
9160,
7,
20274,
13,
8367,
11,
16922,
8,
6624,
2081,
8,
198,
220,
220,
220,
220,
220,
220,
220,
1441,
1255,
198,
220,
220,
220,
886,
198,
220,
220,
220,
47240,
501,
62,
20888,
62,
18747,
796,
1255,
13,
8367,
628,
220,
220,
220,
1303,
24061,
262,
28327,
1988,
7177,
532,
198,
220,
220,
220,
1255,
796,
4808,
11249,
62,
39491,
62,
75,
1078,
501,
62,
600,
81,
1040,
291,
62,
8367,
62,
18747,
7,
28484,
7248,
11,
75,
1078,
501,
62,
20888,
62,
18747,
8,
198,
220,
220,
220,
611,
357,
9160,
7,
20274,
13,
8367,
11,
16922,
8,
6624,
2081,
8,
198,
220,
220,
220,
220,
220,
220,
220,
1441,
1255,
198,
220,
220,
220,
886,
198,
220,
220,
220,
21628,
62,
18747,
796,
1255,
13,
8367,
628,
220,
220,
220,
1303,
12876,
11,
1309,
338,
1382,
262,
3038,
1988,
7177,
532,
198,
220,
220,
220,
1255,
796,
4808,
11249,
62,
39491,
62,
75,
1078,
501,
62,
18076,
62,
8367,
62,
18747,
7,
452,
62,
18747,
11,
47240,
501,
17633,
26,
220,
198,
220,
220,
220,
220,
220,
220,
220,
1903,
3109,
2189,
37561,
796,
1903,
3109,
23697,
11,
1271,
5189,
4971,
82,
796,
1271,
5189,
4971,
82,
8,
198,
220,
220,
220,
611,
357,
9160,
7,
20274,
13,
8367,
11,
16922,
8,
6624,
2081,
8,
198,
220,
220,
220,
220,
220,
220,
220,
1441,
1255,
198,
220,
220,
220,
886,
198,
220,
220,
220,
1575,
62,
9948,
66,
62,
83,
29291,
796,
1255,
13,
8367,
198,
220,
220,
220,
220,
198,
220,
220,
220,
1303,
2251,
257,
3706,
46545,
290,
1441,
262,
2482,
532,
198,
220,
220,
220,
2482,
62,
83,
29291,
796,
357,
75,
1078,
501,
62,
20888,
62,
18747,
28,
75,
1078,
501,
62,
20888,
62,
18747,
11,
28327,
62,
8367,
62,
18747,
796,
21628,
62,
18747,
11,
1575,
62,
9948,
14902,
62,
20274,
28,
15805,
62,
9948,
66,
62,
83,
29291,
8,
628,
220,
220,
220,
1303,
1441,
532,
198,
220,
220,
220,
1441,
6599,
23004,
7,
43420,
62,
83,
29291,
8,
198,
437,
628,
198,
2,
16529,
3880,
32284,
1303
] | 2.599577 | 3,309 |
<reponame>UnofficialJuliaMirror/Merlin.jl-80f3d04f-b880-5e6d-8e06-6a7e799169ac<gh_stars>100-1000
export pack, unpack
function pack(xs::Vector{Var}; pad=0)
T = eltype(xs[1])
N = ndims(xs[1])
maxdims = zeros(Int, N)
for x in xs
s = size(x)
for i = 1:N
maxdims[i] < s[i] && (maxdims[i] = s[i])
end
end
y = fill(T(pad), maxdims..., length(xs))
st = stride(y, N+1)
yi = 1
for x in xs
copyto!(y, yi, x.data, 1)
yi += st
end
Var(y, (pack,xs))
end
pack(x::Node) = Node(pack, x)
function unpack(x::A, sizes::Vector) where A
ys = map(A, sizes)
for i = 1:length(sizes)
ys[i] = x[s...,i]
end
ys
end
| [
27,
7856,
261,
480,
29,
3118,
16841,
16980,
544,
27453,
1472,
14,
13102,
2815,
13,
20362,
12,
1795,
69,
18,
67,
3023,
69,
12,
65,
41655,
12,
20,
68,
21,
67,
12,
23,
68,
3312,
12,
21,
64,
22,
68,
45455,
22172,
330,
27,
456,
62,
30783,
29,
3064,
12,
12825,
198,
39344,
2353,
11,
555,
8002,
198,
198,
8818,
2353,
7,
34223,
3712,
38469,
90,
19852,
19629,
14841,
28,
15,
8,
198,
220,
220,
220,
309,
796,
1288,
4906,
7,
34223,
58,
16,
12962,
198,
220,
220,
220,
399,
796,
299,
67,
12078,
7,
34223,
58,
16,
12962,
198,
220,
220,
220,
3509,
67,
12078,
796,
1976,
27498,
7,
5317,
11,
399,
8,
198,
220,
220,
220,
329,
2124,
287,
2124,
82,
198,
220,
220,
220,
220,
220,
220,
220,
264,
796,
2546,
7,
87,
8,
198,
220,
220,
220,
220,
220,
220,
220,
329,
1312,
796,
352,
25,
45,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
3509,
67,
12078,
58,
72,
60,
1279,
264,
58,
72,
60,
11405,
357,
9806,
67,
12078,
58,
72,
60,
796,
264,
58,
72,
12962,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
886,
628,
220,
220,
220,
331,
796,
6070,
7,
51,
7,
15636,
828,
3509,
67,
12078,
986,
11,
4129,
7,
34223,
4008,
198,
220,
220,
220,
336,
796,
33769,
7,
88,
11,
399,
10,
16,
8,
198,
220,
220,
220,
331,
72,
796,
352,
198,
220,
220,
220,
329,
2124,
287,
2124,
82,
198,
220,
220,
220,
220,
220,
220,
220,
4866,
1462,
0,
7,
88,
11,
331,
72,
11,
2124,
13,
7890,
11,
352,
8,
198,
220,
220,
220,
220,
220,
220,
220,
331,
72,
15853,
336,
198,
220,
220,
220,
886,
198,
220,
220,
220,
12372,
7,
88,
11,
357,
8002,
11,
34223,
4008,
198,
437,
198,
8002,
7,
87,
3712,
19667,
8,
796,
19081,
7,
8002,
11,
2124,
8,
198,
198,
8818,
555,
8002,
7,
87,
3712,
32,
11,
10620,
3712,
38469,
8,
810,
317,
198,
220,
220,
220,
331,
82,
796,
3975,
7,
32,
11,
10620,
8,
198,
220,
220,
220,
329,
1312,
796,
352,
25,
13664,
7,
82,
4340,
8,
198,
220,
220,
220,
220,
220,
220,
220,
331,
82,
58,
72,
60,
796,
2124,
58,
82,
986,
11,
72,
60,
198,
220,
220,
220,
886,
198,
220,
220,
220,
331,
82,
198,
437,
198
] | 1.775 | 400 |
<filename>AutomotiveDrivingModels/hdCSX/src/1d/definitions.jl<gh_stars>1-10
baremodule AgentClass
const MOTORCYCLE = 1
const CAR = 2
const TRUCK = 3
const PEDESTRIAN = 4
end
"""
Vehicle definition which contains a class and a bounding box.
"""
struct VehicleDef
class::Int64 # ∈ AgentClass
length::Float64
width::Float64
end
function VehicleDef(;
class::Int=AgentClass.CAR,
length::Float64=4.0,
width::Float64=1.8,
)
VehicleDef(class, length, width)
end
const NULL_VEHICLEDEF = VehicleDef(AgentClass.CAR, NaN, NaN)
function Base.show(io::IO, d::VehicleDef)
class = d.class == AgentClass.CAR ? "CAR" :
d.class == AgentClass.MOTORCYCLE ? "MOTORCYCLE" :
d.class == AgentClass.TRUCK ? "TRUCK" :
d.class == AgentClass.PEDESTRIAN ? "PEDESTRIAN" :
"UNKNOWN"
@printf(io, "VehicleDef(%s, %.3f, %.3f)", class, d.length, d.width)
end
Base.write(io::IO, ::MIME"text/plain", def::VehicleDef) = @printf(io, "%d %.16e %.16e", def.class, def.length, def.width)
function Base.read(io::IO, ::MIME"text/plain", ::Type{VehicleDef})
tokens = split(strip(readline(io)), ' ')
class = parse(Int, tokens[1])
length = parse(Float64, tokens[2])
width = parse(Float64, tokens[3])
return VehicleDef(class, length, width)
end | [
27,
34345,
29,
38062,
19138,
20564,
1075,
5841,
1424,
14,
31298,
7902,
55,
14,
10677,
14,
16,
67,
14,
4299,
50101,
13,
20362,
27,
456,
62,
30783,
29,
16,
12,
940,
198,
49382,
21412,
15906,
9487,
198,
220,
220,
220,
1500,
42982,
1581,
34,
56,
29931,
796,
352,
198,
220,
220,
220,
1500,
17368,
220,
220,
220,
220,
220,
220,
220,
796,
362,
198,
220,
220,
220,
1500,
7579,
16696,
220,
220,
220,
220,
220,
796,
513,
198,
220,
220,
220,
1500,
350,
1961,
1546,
5446,
16868,
796,
604,
198,
437,
628,
198,
37811,
198,
220,
220,
220,
21501,
6770,
543,
4909,
257,
1398,
290,
257,
5421,
278,
3091,
13,
198,
37811,
198,
7249,
21501,
7469,
198,
220,
220,
220,
1398,
3712,
5317,
2414,
1303,
18872,
230,
15906,
9487,
198,
220,
220,
220,
4129,
3712,
43879,
2414,
198,
220,
220,
220,
9647,
3712,
43879,
2414,
198,
437,
198,
8818,
21501,
7469,
7,
26,
198,
220,
220,
220,
1398,
3712,
5317,
28,
36772,
9487,
13,
20034,
11,
198,
220,
220,
220,
4129,
3712,
43879,
2414,
28,
19,
13,
15,
11,
198,
220,
220,
220,
9647,
3712,
43879,
2414,
28,
16,
13,
23,
11,
198,
220,
220,
220,
1267,
628,
220,
220,
220,
21501,
7469,
7,
4871,
11,
4129,
11,
9647,
8,
198,
437,
198,
198,
9979,
15697,
62,
6089,
39,
2149,
30465,
25425,
796,
21501,
7469,
7,
36772,
9487,
13,
20034,
11,
11013,
45,
11,
11013,
45,
8,
198,
198,
8818,
7308,
13,
12860,
7,
952,
3712,
9399,
11,
288,
3712,
37870,
1548,
7469,
8,
198,
220,
220,
220,
1398,
796,
288,
13,
4871,
6624,
15906,
9487,
13,
20034,
5633,
366,
20034,
1,
1058,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
288,
13,
4871,
6624,
15906,
9487,
13,
44,
2394,
1581,
34,
56,
29931,
5633,
366,
44,
2394,
1581,
34,
56,
29931,
1,
1058,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
288,
13,
4871,
6624,
15906,
9487,
13,
5446,
16696,
5633,
366,
5446,
16696,
1,
1058,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
288,
13,
4871,
6624,
15906,
9487,
13,
47,
1961,
1546,
5446,
16868,
5633,
366,
47,
1961,
1546,
5446,
16868,
1,
1058,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
366,
4944,
44706,
1,
198,
220,
220,
220,
2488,
37435,
7,
952,
11,
366,
37870,
1548,
7469,
7,
4,
82,
11,
4064,
13,
18,
69,
11,
4064,
13,
18,
69,
42501,
1398,
11,
288,
13,
13664,
11,
288,
13,
10394,
8,
198,
437,
198,
14881,
13,
13564,
7,
952,
3712,
9399,
11,
7904,
44,
12789,
1,
5239,
14,
25638,
1600,
825,
3712,
37870,
1548,
7469,
8,
796,
2488,
37435,
7,
952,
11,
36521,
67,
4064,
13,
1433,
68,
4064,
13,
1433,
68,
1600,
825,
13,
4871,
11,
825,
13,
13664,
11,
825,
13,
10394,
8,
198,
8818,
7308,
13,
961,
7,
952,
3712,
9399,
11,
7904,
44,
12789,
1,
5239,
14,
25638,
1600,
7904,
6030,
90,
37870,
1548,
7469,
30072,
198,
220,
220,
220,
16326,
796,
6626,
7,
36311,
7,
961,
1370,
7,
952,
36911,
705,
705,
8,
198,
220,
220,
220,
1398,
796,
21136,
7,
5317,
11,
16326,
58,
16,
12962,
198,
220,
220,
220,
4129,
796,
21136,
7,
43879,
2414,
11,
16326,
58,
17,
12962,
198,
220,
220,
220,
9647,
796,
21136,
7,
43879,
2414,
11,
16326,
58,
18,
12962,
198,
220,
220,
220,
1441,
21501,
7469,
7,
4871,
11,
4129,
11,
9647,
8,
198,
437
] | 2.336842 | 570 |
#=
To improve:
-Only one possible best alignment calculated... Revise so that all possible alignments are calculated
-Improve speed
-More user input options?
=#
using ArgParse
cli = ArgParseSettings()
@add_arg_table cli begin
"--match"
help = "match score"
arg_type = Int
default = 1
"--mismatch"
help = "mismatch score"
arg_type = Int
default = -1
"--gap"
help = "gap score"
arg_type = Int
default = -1
end
arg = parse_args(ARGS, cli)
seq1 = "AGGTCC"
seq2 = "AGTTC"
match = arg["match"]
mismatch = arg["mismatch"]
gap = arg["gap"]
function solvenw(seq_1, seq_2, match, mismatch, gap)
#Info
println("""seq1: $(seq1)
seq2: $(seq2)
""")
println("""
match score = $(match)
mismatch score = $(mismatch)
gap score = $(gap)
""")
#Initializing Matrix
seq1_length = sizeof(seq1)
seq2_length = sizeof(seq2)
workspace = fill(0,(seq1_length+1,seq2_length+1))
#Initialization
for i in 2:seq1_length+1, j in 2:seq2_length+1
workspace[i,1] = workspace[i-1,1]+gap
workspace[1,j] = workspace[1,j-1]+gap
end
#Fill
for i in 2:seq1_length+1
for j in 2:seq2_length+1
left_gap = workspace[i,j-1]+gap
top_gap = workspace[i-1,j]+gap
if seq1[i-1] == seq2[j-1]
match_mismatch = workspace[i-1,j-1]+match
else
match_mismatch = workspace[i-1,j-1]+mismatch
end
workspace[i,j]=max(left_gap,top_gap,match_mismatch)
end
end
#Display
println("Matrix: ")
display(workspace)
#Trace Back
x = seq1_length+1
y = seq2_length+1
traceback = String[]
score = 0
while x!=1
trace_gap = workspace[x,y] - gap
if seq1[x-1] == seq2[y-1]
trace_diagnal = workspace[x,y] - match
local_mm = match
else
trace_diagnal = workspace[x,y] - mismatch
local_mm = mismatch
end
if trace_diagnal == workspace[x-1,y-1]
push!(traceback, "match/mismatch")
x = x-1
y = y-1
score += local_mm
elseif trace_gap == workspace[x,y-1]
push!(traceback,"left_gap")
y = y-1
score += gap
elseif trace_gap == workspace[x-1,y]
push!(traceback,"top_gap")
x = x-1
score += gap
end
end
println("\r", traceback)
aligned_seq1 = ""
aligned_seq2 = ""
counter_seq1 = 1
counter_seq2 = 1
for i in length(traceback):-1:1
if traceback[i] == "match/mismatch"
aligned_seq1 *= seq1[counter_seq1]
aligned_seq2 *= seq2[counter_seq2]
counter_seq1 += 1
counter_seq2 += 1
elseif traceback[i] == "left_gap"
aligned_seq1 *= '-'
aligned_seq2 *= seq2[counter_seq2]
counter_seq2 += 1
elseif traceback[i] == "top_gap"
aligned_seq2 *= '-'
aligned_seq1 *= seq1[counter_seq1]
counter_seq1 +=1
end
end
println(aligned_seq1)
println(aligned_seq2)
#Score
println("score = $(score)")
end
solvenw(seq1, seq2, match, mismatch, gap)
| [
2,
28,
198,
2514,
2987,
25,
198,
12,
10049,
530,
1744,
1266,
19114,
10488,
986,
5416,
786,
523,
326,
477,
1744,
10548,
902,
389,
10488,
198,
12,
47531,
2866,
198,
12,
5167,
2836,
5128,
3689,
30,
198,
46249,
198,
3500,
20559,
10044,
325,
198,
198,
44506,
796,
20559,
10044,
325,
26232,
3419,
198,
31,
2860,
62,
853,
62,
11487,
537,
72,
2221,
198,
197,
1,
438,
15699,
1,
198,
197,
197,
16794,
796,
366,
15699,
4776,
1,
198,
197,
197,
853,
62,
4906,
796,
2558,
198,
197,
197,
12286,
796,
352,
198,
197,
1,
438,
76,
1042,
963,
1,
198,
197,
197,
16794,
796,
366,
76,
1042,
963,
4776,
1,
198,
197,
197,
853,
62,
4906,
796,
2558,
198,
197,
197,
12286,
796,
532,
16,
198,
197,
1,
438,
43554,
1,
197,
198,
197,
197,
16794,
796,
366,
43554,
4776,
1,
198,
197,
197,
853,
62,
4906,
796,
2558,
198,
197,
197,
12286,
796,
532,
16,
198,
437,
198,
853,
796,
21136,
62,
22046,
7,
1503,
14313,
11,
537,
72,
8,
198,
198,
41068,
16,
796,
366,
4760,
19555,
4093,
1,
198,
41068,
17,
796,
366,
4760,
51,
4825,
1,
198,
198,
15699,
796,
1822,
14692,
15699,
8973,
198,
76,
1042,
963,
796,
1822,
14692,
76,
1042,
963,
8973,
198,
43554,
796,
1822,
14692,
43554,
8973,
198,
198,
8818,
1540,
574,
86,
7,
41068,
62,
16,
11,
33756,
62,
17,
11,
2872,
11,
46318,
11,
7625,
8,
198,
197,
2,
12360,
198,
197,
198,
197,
198,
197,
35235,
7203,
15931,
41068,
16,
25,
29568,
41068,
16,
8,
198,
197,
197,
41068,
17,
25,
29568,
41068,
17,
8,
198,
197,
197,
15931,
4943,
628,
197,
35235,
7203,
15931,
198,
197,
197,
15699,
4776,
796,
29568,
15699,
8,
198,
197,
197,
76,
1042,
963,
4776,
796,
29568,
76,
1042,
963,
8,
198,
197,
197,
43554,
4776,
796,
29568,
43554,
8,
198,
197,
197,
15931,
4943,
198,
197,
198,
197,
2,
24243,
2890,
24936,
220,
198,
197,
41068,
16,
62,
13664,
796,
39364,
7,
41068,
16,
8,
198,
197,
41068,
17,
62,
13664,
796,
39364,
7,
41068,
17,
8,
628,
197,
5225,
10223,
796,
6070,
7,
15,
11,
7,
41068,
16,
62,
13664,
10,
16,
11,
41068,
17,
62,
13664,
10,
16,
4008,
628,
197,
2,
24243,
1634,
198,
197,
1640,
1312,
287,
362,
25,
41068,
16,
62,
13664,
10,
16,
11,
474,
287,
362,
25,
41068,
17,
62,
13664,
10,
16,
198,
197,
197,
5225,
10223,
58,
72,
11,
16,
60,
796,
44573,
58,
72,
12,
16,
11,
16,
48688,
43554,
198,
197,
197,
5225,
10223,
58,
16,
11,
73,
60,
796,
44573,
58,
16,
11,
73,
12,
16,
48688,
43554,
198,
197,
437,
198,
197,
198,
197,
2,
33762,
198,
197,
1640,
1312,
287,
362,
25,
41068,
16,
62,
13664,
10,
16,
198,
197,
197,
1640,
474,
287,
362,
25,
41068,
17,
62,
13664,
10,
16,
198,
197,
197,
197,
9464,
62,
43554,
796,
44573,
58,
72,
11,
73,
12,
16,
48688,
43554,
198,
197,
197,
197,
4852,
62,
43554,
796,
44573,
58,
72,
12,
16,
11,
73,
48688,
43554,
198,
197,
197,
197,
361,
33756,
16,
58,
72,
12,
16,
60,
6624,
33756,
17,
58,
73,
12,
16,
60,
198,
197,
197,
197,
197,
15699,
62,
76,
1042,
963,
796,
44573,
58,
72,
12,
16,
11,
73,
12,
16,
48688,
15699,
198,
197,
197,
197,
17772,
198,
197,
197,
197,
197,
15699,
62,
76,
1042,
963,
796,
44573,
58,
72,
12,
16,
11,
73,
12,
16,
48688,
76,
1042,
963,
198,
197,
197,
197,
437,
198,
197,
197,
197,
5225,
10223,
58,
72,
11,
73,
22241,
9806,
7,
9464,
62,
43554,
11,
4852,
62,
43554,
11,
15699,
62,
76,
1042,
963,
8,
198,
197,
197,
437,
198,
197,
437,
198,
197,
198,
197,
2,
23114,
198,
197,
35235,
7203,
46912,
25,
366,
8,
198,
197,
13812,
7,
5225,
10223,
8,
198,
197,
198,
197,
2,
2898,
558,
5157,
198,
197,
87,
796,
33756,
16,
62,
13664,
10,
16,
198,
197,
88,
796,
33756,
17,
62,
13664,
10,
16,
198,
197,
198,
197,
198,
197,
40546,
1891,
796,
10903,
21737,
198,
197,
26675,
796,
657,
220,
198,
197,
4514,
2124,
0,
28,
16,
198,
197,
197,
40546,
62,
43554,
796,
44573,
58,
87,
11,
88,
60,
532,
7625,
198,
197,
197,
361,
33756,
16,
58,
87,
12,
16,
60,
6624,
33756,
17,
58,
88,
12,
16,
60,
198,
197,
197,
197,
40546,
62,
47356,
282,
796,
44573,
58,
87,
11,
88,
60,
532,
2872,
198,
197,
197,
197,
12001,
62,
3020,
796,
2872,
198,
197,
197,
17772,
198,
197,
197,
197,
40546,
62,
47356,
282,
796,
44573,
58,
87,
11,
88,
60,
532,
46318,
198,
197,
197,
197,
12001,
62,
3020,
796,
46318,
198,
197,
197,
437,
628,
198,
197,
197,
361,
12854,
62,
47356,
282,
6624,
44573,
58,
87,
12,
16,
11,
88,
12,
16,
60,
198,
197,
197,
197,
14689,
0,
7,
40546,
1891,
11,
366,
15699,
14,
76,
1042,
963,
4943,
198,
197,
197,
197,
87,
796,
2124,
12,
16,
198,
197,
197,
197,
88,
796,
331,
12,
16,
198,
197,
197,
197,
26675,
15853,
1957,
62,
3020,
198,
197,
197,
17772,
361,
12854,
62,
43554,
6624,
44573,
58,
87,
11,
88,
12,
16,
60,
198,
197,
197,
197,
14689,
0,
7,
40546,
1891,
553,
9464,
62,
43554,
4943,
198,
197,
197,
197,
88,
796,
331,
12,
16,
198,
197,
197,
197,
26675,
15853,
7625,
198,
197,
197,
17772,
361,
12854,
62,
43554,
6624,
44573,
58,
87,
12,
16,
11,
88,
60,
198,
197,
197,
197,
14689,
0,
7,
40546,
1891,
553,
4852,
62,
43554,
4943,
198,
197,
197,
197,
87,
796,
2124,
12,
16,
198,
197,
197,
197,
26675,
15853,
7625,
198,
197,
197,
437,
198,
197,
437,
198,
197,
198,
197,
35235,
7203,
59,
81,
1600,
12854,
1891,
8,
628,
197,
41634,
62,
41068,
16,
796,
13538,
198,
197,
41634,
62,
41068,
17,
796,
13538,
198,
197,
24588,
62,
41068,
16,
796,
352,
198,
197,
24588,
62,
41068,
17,
796,
352,
198,
197,
198,
197,
1640,
1312,
287,
4129,
7,
40546,
1891,
2599,
12,
16,
25,
16,
198,
197,
197,
361,
12854,
1891,
58,
72,
60,
6624,
366,
15699,
14,
76,
1042,
963,
1,
198,
197,
197,
197,
41634,
62,
41068,
16,
1635,
28,
33756,
16,
58,
24588,
62,
41068,
16,
60,
198,
197,
197,
197,
41634,
62,
41068,
17,
1635,
28,
33756,
17,
58,
24588,
62,
41068,
17,
60,
198,
197,
197,
197,
24588,
62,
41068,
16,
15853,
352,
198,
197,
197,
197,
24588,
62,
41068,
17,
15853,
352,
198,
197,
197,
17772,
361,
12854,
1891,
58,
72,
60,
6624,
366,
9464,
62,
43554,
1,
198,
197,
197,
197,
41634,
62,
41068,
16,
1635,
28,
705,
19355,
198,
197,
197,
197,
41634,
62,
41068,
17,
1635,
28,
33756,
17,
58,
24588,
62,
41068,
17,
60,
198,
197,
197,
197,
24588,
62,
41068,
17,
15853,
352,
198,
197,
197,
17772,
361,
12854,
1891,
58,
72,
60,
6624,
366,
4852,
62,
43554,
1,
198,
197,
197,
197,
41634,
62,
41068,
17,
1635,
28,
705,
19355,
198,
197,
197,
197,
41634,
62,
41068,
16,
1635,
28,
33756,
16,
58,
24588,
62,
41068,
16,
60,
198,
197,
197,
197,
24588,
62,
41068,
16,
15853,
16,
198,
197,
197,
437,
198,
197,
437,
198,
197,
198,
197,
35235,
7,
41634,
62,
41068,
16,
8,
198,
197,
35235,
7,
41634,
62,
41068,
17,
8,
198,
197,
198,
197,
2,
26595,
198,
197,
35235,
7203,
26675,
796,
29568,
26675,
8,
4943,
198,
197,
198,
197,
198,
437,
628,
198,
34453,
574,
86,
7,
41068,
16,
11,
33756,
17,
11,
2872,
11,
46318,
11,
7625,
8,
628,
628,
628
] | 2.181675 | 1,266 |
using Test
using UAPIC
using FFTW
using LinearAlgebra
include("test_efd.jl")
include("test_poisson.jl")
include("test_particles.jl")
include("bupdate.jl")
| [
3500,
6208,
198,
3500,
471,
2969,
2149,
198,
3500,
376,
9792,
54,
198,
3500,
44800,
2348,
29230,
198,
198,
17256,
7203,
9288,
62,
891,
67,
13,
20362,
4943,
198,
17256,
7203,
9288,
62,
7501,
30927,
13,
20362,
4943,
198,
17256,
7203,
9288,
62,
3911,
2983,
13,
20362,
4943,
198,
17256,
7203,
65,
19119,
13,
20362,
4943,
628
] | 2.754386 | 57 |
module ArrowTypes
export ArrowType, NullType, PrimitiveType, ListType, FixedSizeListType, MapType, StructType, UnionType, DictEncodedType
abstract type ArrowType end
ArrowType(x::T) where {T} = ArrowType(T)
ArrowType(::Type{T}) where {T} = isprimitivetype(T) ? PrimitiveType() : StructType()
function arrowconvert end
arrowconvert(T, x) = convert(T, x)
arrowconvert(::Type{Union{T, Missing}}, x) where {T} = arrowconvert(T, x)
arrowconvert(::Type{Union{T, Missing}}, ::Missing) where {T} = missing
struct NullType <: ArrowType end
ArrowType(::Type{Missing}) = NullType()
struct PrimitiveType <: ArrowType end
ArrowType(::Type{<:Integer}) = PrimitiveType()
ArrowType(::Type{<:AbstractFloat}) = PrimitiveType()
ArrowType(::Type{Bool}) = PrimitiveType()
struct ListType <: ArrowType end
isstringtype(T) = false
isstringtype(::Type{Union{T, Missing}}) where {T} = isstringtype(T)
ArrowType(::Type{<:AbstractString}) = ListType()
isstringtype(::Type{<:AbstractString}) = true
ArrowType(::Type{Symbol}) = ListType()
isstringtype(::Type{Symbol}) = true
arrowconvert(::Type{Symbol}, x::String) = Symbol(x)
arrowconvert(::Type{String}, x::Symbol) = String(x)
ArrowType(::Type{<:AbstractArray}) = ListType()
struct FixedSizeListType <: ArrowType end
ArrowType(::Type{NTuple{N, T}}) where {N, T} = FixedSizeListType()
getsize(::Type{NTuple{N, T}}) where {N, T} = N
struct MapType <: ArrowType end
ArrowType(::Type{<:Dict}) = MapType()
struct StructType <: ArrowType end
ArrowType(::Type{<:NamedTuple}) = StructType()
@enum STRUCT_TYPES NAMEDTUPLE STRUCT # KEYWORDARGS
structtype(::Type{NamedTuple{N, T}}) where {N, T} = NAMEDTUPLE
structtype(::Type{T}) where {T} = STRUCT
struct UnionType <: ArrowType end
ArrowType(::Union) = UnionType()
struct DictEncodedType <: ArrowType end
"""
There are a couple places when writing arrow buffers where
we need to write a "dummy" value; it doesn't really matter
what we write, but we need to write something of a specific
type. So each supported writing type needs to define `default`.
"""
function default end
default(T) = zero(T)
default(::Type{Symbol}) = Symbol()
default(::Type{Char}) = '\0'
default(::Type{String}) = ""
function default(::Type{A}) where {A <: AbstractVector{T}} where {T}
a = similar(A, 1)
a[1] = default(T)
return a
end
default(::Type{NTuple{N, T}}) where {N, T} = ntuple(i -> default(T), N)
default(::Type{T}) where {T <: Tuple} = Tuple(default(fieldtype(T, i)) for i = 1:fieldcount(T))
default(::Type{Dict{K, V}}) where {K, V} = Dict{K, V}()
default(::Type{NamedTuple{names, types}}) where {names, types} = NamedTuple{names}(Tuple(default(fieldtype(types, i)) for i = 1:length(names)))
const JULIA_TO_ARROW_TYPE_MAPPING = Dict{Type, Tuple{String, Type}}(
Char => ("JuliaLang.Char", UInt32),
Symbol => ("JuliaLang.Symbol", String),
)
istyperegistered(::Type{T}) where {T} = haskey(JULIA_TO_ARROW_TYPE_MAPPING, T)
function getarrowtype!(meta, ::Type{T}) where {T}
arrowname, arrowtype = JULIA_TO_ARROW_TYPE_MAPPING[T]
meta["ARROW:extension:name"] = arrowname
meta["ARROW:extension:metadata"] = ""
return arrowtype
end
const ARROW_TO_JULIA_TYPE_MAPPING = Dict{String, Tuple{Type, Type}}(
"JuliaLang.Char" => (Char, UInt32),
"JuliaLang.Symbol" => (Symbol, String),
)
function extensiontype(meta)
if haskey(meta, "ARROW:extension:name")
typename = meta["ARROW:extension:name"]
if haskey(ARROW_TO_JULIA_TYPE_MAPPING, typename)
return ARROW_TO_JULIA_TYPE_MAPPING[typename][1]
else
@warn "unsupported ARROW:extension:name type: \"$typename\""
end
end
return nothing
end
function registertype!(juliatype::Type, arrowtype::Type, arrowname::String=string("JuliaLang.", string(juliatype)))
# TODO: validate that juliatype isn't already default arrow type
JULIA_TO_ARROW_TYPE_MAPPING[juliatype] = (arrowname, arrowtype)
ARROW_TO_JULIA_TYPE_MAPPING[arrowname] = (juliatype, arrowtype)
return
end
end # module ArrowTypes | [
21412,
19408,
31431,
198,
198,
39344,
19408,
6030,
11,
35886,
6030,
11,
11460,
1800,
6030,
11,
7343,
6030,
11,
10832,
10699,
8053,
6030,
11,
9347,
6030,
11,
32112,
6030,
11,
4479,
6030,
11,
360,
713,
27195,
9043,
6030,
198,
198,
397,
8709,
2099,
19408,
6030,
886,
198,
198,
3163,
808,
6030,
7,
87,
3712,
51,
8,
810,
1391,
51,
92,
796,
19408,
6030,
7,
51,
8,
198,
3163,
808,
6030,
7,
3712,
6030,
90,
51,
30072,
810,
1391,
51,
92,
796,
318,
19795,
1800,
4906,
7,
51,
8,
5633,
11460,
1800,
6030,
3419,
1058,
32112,
6030,
3419,
198,
198,
8818,
15452,
1102,
1851,
886,
198,
198,
6018,
1102,
1851,
7,
51,
11,
2124,
8,
796,
10385,
7,
51,
11,
2124,
8,
198,
6018,
1102,
1851,
7,
3712,
6030,
90,
38176,
90,
51,
11,
25639,
92,
5512,
2124,
8,
810,
1391,
51,
92,
796,
15452,
1102,
1851,
7,
51,
11,
2124,
8,
198,
6018,
1102,
1851,
7,
3712,
6030,
90,
38176,
90,
51,
11,
25639,
92,
5512,
7904,
43730,
8,
810,
1391,
51,
92,
796,
4814,
198,
198,
7249,
35886,
6030,
1279,
25,
19408,
6030,
886,
198,
198,
3163,
808,
6030,
7,
3712,
6030,
90,
43730,
30072,
796,
35886,
6030,
3419,
198,
198,
7249,
11460,
1800,
6030,
1279,
25,
19408,
6030,
886,
198,
198,
3163,
808,
6030,
7,
3712,
6030,
90,
27,
25,
46541,
30072,
796,
11460,
1800,
6030,
3419,
198,
3163,
808,
6030,
7,
3712,
6030,
90,
27,
25,
23839,
43879,
30072,
796,
11460,
1800,
6030,
3419,
198,
3163,
808,
6030,
7,
3712,
6030,
90,
33,
970,
30072,
796,
11460,
1800,
6030,
3419,
198,
198,
7249,
7343,
6030,
1279,
25,
19408,
6030,
886,
198,
198,
271,
8841,
4906,
7,
51,
8,
796,
3991,
198,
271,
8841,
4906,
7,
3712,
6030,
90,
38176,
90,
51,
11,
25639,
11709,
8,
810,
1391,
51,
92,
796,
318,
8841,
4906,
7,
51,
8,
198,
198,
3163,
808,
6030,
7,
3712,
6030,
90,
27,
25,
23839,
10100,
30072,
796,
7343,
6030,
3419,
198,
271,
8841,
4906,
7,
3712,
6030,
90,
27,
25,
23839,
10100,
30072,
796,
2081,
198,
198,
3163,
808,
6030,
7,
3712,
6030,
90,
13940,
23650,
30072,
796,
7343,
6030,
3419,
198,
271,
8841,
4906,
7,
3712,
6030,
90,
13940,
23650,
30072,
796,
2081,
198,
6018,
1102,
1851,
7,
3712,
6030,
90,
13940,
23650,
5512,
2124,
3712,
10100,
8,
796,
38357,
7,
87,
8,
198,
6018,
1102,
1851,
7,
3712,
6030,
90,
10100,
5512,
2124,
3712,
13940,
23650,
8,
796,
10903,
7,
87,
8,
198,
198,
3163,
808,
6030,
7,
3712,
6030,
90,
27,
25,
23839,
19182,
30072,
796,
7343,
6030,
3419,
198,
198,
7249,
10832,
10699,
8053,
6030,
1279,
25,
19408,
6030,
886,
198,
198,
3163,
808,
6030,
7,
3712,
6030,
90,
11251,
29291,
90,
45,
11,
309,
11709,
8,
810,
1391,
45,
11,
309,
92,
796,
10832,
10699,
8053,
6030,
3419,
198,
11407,
1096,
7,
3712,
6030,
90,
11251,
29291,
90,
45,
11,
309,
11709,
8,
810,
1391,
45,
11,
309,
92,
796,
399,
198,
198,
7249,
9347,
6030,
1279,
25,
19408,
6030,
886,
198,
198,
3163,
808,
6030,
7,
3712,
6030,
90,
27,
25,
35,
713,
30072,
796,
9347,
6030,
3419,
198,
198,
7249,
32112,
6030,
1279,
25,
19408,
6030,
886,
198,
198,
3163,
808,
6030,
7,
3712,
6030,
90,
27,
25,
45,
2434,
51,
29291,
30072,
796,
32112,
6030,
3419,
198,
198,
31,
44709,
19269,
18415,
62,
9936,
47,
1546,
399,
2390,
1961,
51,
8577,
2538,
19269,
18415,
1303,
35374,
54,
12532,
1503,
14313,
198,
198,
7249,
4906,
7,
3712,
6030,
90,
45,
2434,
51,
29291,
90,
45,
11,
309,
11709,
8,
810,
1391,
45,
11,
309,
92,
796,
399,
2390,
1961,
51,
8577,
2538,
198,
7249,
4906,
7,
3712,
6030,
90,
51,
30072,
810,
1391,
51,
92,
796,
19269,
18415,
198,
198,
7249,
4479,
6030,
1279,
25,
19408,
6030,
886,
198,
198,
3163,
808,
6030,
7,
3712,
38176,
8,
796,
4479,
6030,
3419,
198,
198,
7249,
360,
713,
27195,
9043,
6030,
1279,
25,
19408,
6030,
886,
198,
198,
37811,
198,
1858,
389,
257,
3155,
4113,
618,
3597,
15452,
39334,
810,
198,
732,
761,
284,
3551,
257,
366,
67,
13513,
1,
1988,
26,
340,
1595,
470,
1107,
2300,
198,
10919,
356,
3551,
11,
475,
356,
761,
284,
3551,
1223,
286,
257,
2176,
198,
4906,
13,
1406,
1123,
4855,
3597,
2099,
2476,
284,
8160,
4600,
12286,
44646,
198,
37811,
198,
8818,
4277,
886,
198,
198,
12286,
7,
51,
8,
796,
6632,
7,
51,
8,
198,
12286,
7,
3712,
6030,
90,
13940,
23650,
30072,
796,
38357,
3419,
198,
12286,
7,
3712,
6030,
90,
12441,
30072,
796,
705,
59,
15,
6,
198,
12286,
7,
3712,
6030,
90,
10100,
30072,
796,
13538,
198,
198,
8818,
4277,
7,
3712,
6030,
90,
32,
30072,
810,
1391,
32,
1279,
25,
27741,
38469,
90,
51,
11709,
810,
1391,
51,
92,
198,
220,
220,
220,
257,
796,
2092,
7,
32,
11,
352,
8,
198,
220,
220,
220,
257,
58,
16,
60,
796,
4277,
7,
51,
8,
198,
220,
220,
220,
1441,
257,
198,
437,
198,
198,
12286,
7,
3712,
6030,
90,
11251,
29291,
90,
45,
11,
309,
11709,
8,
810,
1391,
45,
11,
309,
92,
796,
299,
83,
29291,
7,
72,
4613,
4277,
7,
51,
828,
399,
8,
198,
12286,
7,
3712,
6030,
90,
51,
30072,
810,
1391,
51,
1279,
25,
309,
29291,
92,
796,
309,
29291,
7,
12286,
7,
3245,
4906,
7,
51,
11,
1312,
4008,
329,
1312,
796,
352,
25,
3245,
9127,
7,
51,
4008,
198,
12286,
7,
3712,
6030,
90,
35,
713,
90,
42,
11,
569,
11709,
8,
810,
1391,
42,
11,
569,
92,
796,
360,
713,
90,
42,
11,
569,
92,
3419,
198,
12286,
7,
3712,
6030,
90,
45,
2434,
51,
29291,
90,
14933,
11,
3858,
11709,
8,
810,
1391,
14933,
11,
3858,
92,
796,
34441,
51,
29291,
90,
14933,
92,
7,
51,
29291,
7,
12286,
7,
3245,
4906,
7,
19199,
11,
1312,
4008,
329,
1312,
796,
352,
25,
13664,
7,
14933,
22305,
198,
198,
9979,
49349,
3539,
62,
10468,
62,
26465,
3913,
62,
25216,
62,
44,
24805,
2751,
796,
360,
713,
90,
6030,
11,
309,
29291,
90,
10100,
11,
5994,
11709,
7,
198,
220,
220,
220,
3178,
5218,
5855,
16980,
544,
43,
648,
13,
12441,
1600,
471,
5317,
2624,
828,
198,
220,
220,
220,
38357,
5218,
5855,
16980,
544,
43,
648,
13,
13940,
23650,
1600,
10903,
828,
198,
8,
198,
198,
396,
2981,
33736,
7,
3712,
6030,
90,
51,
30072,
810,
1391,
51,
92,
796,
468,
2539,
7,
41,
6239,
3539,
62,
10468,
62,
26465,
3913,
62,
25216,
62,
44,
24805,
2751,
11,
309,
8,
198,
198,
8818,
651,
6018,
4906,
0,
7,
28961,
11,
7904,
6030,
90,
51,
30072,
810,
1391,
51,
92,
198,
220,
220,
220,
610,
2053,
480,
11,
15452,
4906,
796,
49349,
3539,
62,
10468,
62,
26465,
3913,
62,
25216,
62,
44,
24805,
2751,
58,
51,
60,
198,
220,
220,
220,
13634,
14692,
26465,
3913,
25,
2302,
3004,
25,
3672,
8973,
796,
610,
2053,
480,
198,
220,
220,
220,
13634,
14692,
26465,
3913,
25,
2302,
3004,
25,
38993,
8973,
796,
13538,
198,
220,
220,
220,
1441,
15452,
4906,
198,
437,
198,
198,
9979,
5923,
49,
3913,
62,
10468,
62,
41,
6239,
3539,
62,
25216,
62,
44,
24805,
2751,
796,
360,
713,
90,
10100,
11,
309,
29291,
90,
6030,
11,
5994,
11709,
7,
198,
220,
220,
220,
366,
16980,
544,
43,
648,
13,
12441,
1,
5218,
357,
12441,
11,
471,
5317,
2624,
828,
198,
220,
220,
220,
366,
16980,
544,
43,
648,
13,
13940,
23650,
1,
5218,
357,
13940,
23650,
11,
10903,
828,
198,
8,
198,
198,
8818,
7552,
4906,
7,
28961,
8,
198,
220,
220,
220,
611,
468,
2539,
7,
28961,
11,
366,
26465,
3913,
25,
2302,
3004,
25,
3672,
4943,
198,
220,
220,
220,
220,
220,
220,
220,
2170,
12453,
796,
13634,
14692,
26465,
3913,
25,
2302,
3004,
25,
3672,
8973,
198,
220,
220,
220,
220,
220,
220,
220,
611,
468,
2539,
7,
26465,
3913,
62,
10468,
62,
41,
6239,
3539,
62,
25216,
62,
44,
24805,
2751,
11,
2170,
12453,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1441,
5923,
49,
3913,
62,
10468,
62,
41,
6239,
3539,
62,
25216,
62,
44,
24805,
2751,
58,
774,
3617,
480,
7131,
16,
60,
198,
220,
220,
220,
220,
220,
220,
220,
2073,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
40539,
366,
403,
15999,
5923,
49,
3913,
25,
2302,
3004,
25,
3672,
2099,
25,
19990,
3,
774,
3617,
480,
7879,
1,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
886,
198,
220,
220,
220,
1441,
2147,
198,
437,
198,
198,
8818,
7881,
4906,
0,
7,
73,
377,
5375,
2981,
3712,
6030,
11,
15452,
4906,
3712,
6030,
11,
610,
2053,
480,
3712,
10100,
28,
8841,
7203,
16980,
544,
43,
648,
33283,
4731,
7,
73,
377,
5375,
2981,
22305,
198,
220,
220,
220,
1303,
16926,
46,
25,
26571,
326,
474,
377,
5375,
2981,
2125,
470,
1541,
4277,
15452,
2099,
198,
220,
220,
220,
49349,
3539,
62,
10468,
62,
26465,
3913,
62,
25216,
62,
44,
24805,
2751,
58,
73,
377,
5375,
2981,
60,
796,
357,
283,
2053,
480,
11,
15452,
4906,
8,
198,
220,
220,
220,
5923,
49,
3913,
62,
10468,
62,
41,
6239,
3539,
62,
25216,
62,
44,
24805,
2751,
58,
283,
2053,
480,
60,
796,
357,
73,
377,
5375,
2981,
11,
15452,
4906,
8,
198,
220,
220,
220,
1441,
198,
437,
198,
198,
437,
1303,
8265,
19408,
31431
] | 2.574904 | 1,562 |
<filename>src/google/plugin_pb.jl<gh_stars>0
# syntax: proto2
using ProtoBuf
import ProtoBuf.meta
mutable struct Version <: ProtoType
major::Int32
minor::Int32
patch::Int32
suffix::AbstractString
Version(; kwargs...) = (o=new(); fillunset(o); isempty(kwargs) || ProtoBuf._protobuild(o, kwargs); o)
end #mutable struct Version
mutable struct CodeGeneratorRequest <: ProtoType
file_to_generate::Base.Vector{AbstractString}
parameter::AbstractString
proto_file::Base.Vector{ProtoBuf.GoogleProtoBuf.FileDescriptorProto}
compiler_version::Version
CodeGeneratorRequest(; kwargs...) = (o=new(); fillunset(o); isempty(kwargs) || ProtoBuf._protobuild(o, kwargs); o)
end #mutable struct CodeGeneratorRequest
const __fnum_CodeGeneratorRequest = Int[1,2,15,3]
meta(t::Type{CodeGeneratorRequest}) = meta(t, ProtoBuf.DEF_REQ, __fnum_CodeGeneratorRequest, ProtoBuf.DEF_VAL, true, ProtoBuf.DEF_PACK, ProtoBuf.DEF_WTYPES, ProtoBuf.DEF_ONEOFS, ProtoBuf.DEF_ONEOF_NAMES, ProtoBuf.DEF_FIELD_TYPES)
mutable struct CodeGeneratorResponse_File <: ProtoType
name::AbstractString
insertion_point::AbstractString
content::AbstractString
CodeGeneratorResponse_File(; kwargs...) = (o=new(); fillunset(o); isempty(kwargs) || ProtoBuf._protobuild(o, kwargs); o)
end #mutable struct CodeGeneratorResponse_File
const __fnum_CodeGeneratorResponse_File = Int[1,2,15]
meta(t::Type{CodeGeneratorResponse_File}) = meta(t, ProtoBuf.DEF_REQ, __fnum_CodeGeneratorResponse_File, ProtoBuf.DEF_VAL, true, ProtoBuf.DEF_PACK, ProtoBuf.DEF_WTYPES, ProtoBuf.DEF_ONEOFS, ProtoBuf.DEF_ONEOF_NAMES, ProtoBuf.DEF_FIELD_TYPES)
mutable struct CodeGeneratorResponse <: ProtoType
error::AbstractString
file::Base.Vector{CodeGeneratorResponse_File}
CodeGeneratorResponse(; kwargs...) = (o=new(); fillunset(o); isempty(kwargs) || ProtoBuf._protobuild(o, kwargs); o)
end #mutable struct CodeGeneratorResponse
const __fnum_CodeGeneratorResponse = Int[1,15]
meta(t::Type{CodeGeneratorResponse}) = meta(t, ProtoBuf.DEF_REQ, __fnum_CodeGeneratorResponse, ProtoBuf.DEF_VAL, true, ProtoBuf.DEF_PACK, ProtoBuf.DEF_WTYPES, ProtoBuf.DEF_ONEOFS, ProtoBuf.DEF_ONEOF_NAMES, ProtoBuf.DEF_FIELD_TYPES)
export Version, CodeGeneratorRequest, CodeGeneratorResponse_File, CodeGeneratorResponse
| [
27,
34345,
29,
10677,
14,
13297,
14,
33803,
62,
40842,
13,
20362,
27,
456,
62,
30783,
29,
15,
198,
2,
15582,
25,
44876,
17,
198,
3500,
45783,
33,
3046,
198,
11748,
45783,
33,
3046,
13,
28961,
198,
198,
76,
18187,
2878,
10628,
1279,
25,
45783,
6030,
198,
220,
220,
220,
1688,
3712,
5317,
2624,
198,
220,
220,
220,
4159,
3712,
5317,
2624,
198,
220,
220,
220,
8529,
3712,
5317,
2624,
198,
220,
220,
220,
35488,
3712,
23839,
10100,
198,
220,
220,
220,
10628,
7,
26,
479,
86,
22046,
23029,
796,
357,
78,
28,
3605,
9783,
6070,
403,
2617,
7,
78,
1776,
318,
28920,
7,
46265,
22046,
8,
8614,
45783,
33,
3046,
13557,
11235,
672,
3547,
7,
78,
11,
479,
86,
22046,
1776,
267,
8,
198,
437,
1303,
76,
18187,
2878,
10628,
198,
198,
76,
18187,
2878,
6127,
8645,
1352,
18453,
1279,
25,
45783,
6030,
198,
220,
220,
220,
2393,
62,
1462,
62,
8612,
378,
3712,
14881,
13,
38469,
90,
23839,
10100,
92,
198,
220,
220,
220,
11507,
3712,
23839,
10100,
198,
220,
220,
220,
44876,
62,
7753,
3712,
14881,
13,
38469,
90,
2964,
1462,
33,
3046,
13,
11708,
2964,
1462,
33,
3046,
13,
8979,
24564,
1968,
273,
2964,
1462,
92,
198,
220,
220,
220,
17050,
62,
9641,
3712,
14815,
198,
220,
220,
220,
6127,
8645,
1352,
18453,
7,
26,
479,
86,
22046,
23029,
796,
357,
78,
28,
3605,
9783,
6070,
403,
2617,
7,
78,
1776,
318,
28920,
7,
46265,
22046,
8,
8614,
45783,
33,
3046,
13557,
11235,
672,
3547,
7,
78,
11,
479,
86,
22046,
1776,
267,
8,
198,
437,
1303,
76,
18187,
2878,
6127,
8645,
1352,
18453,
198,
9979,
11593,
22184,
388,
62,
10669,
8645,
1352,
18453,
796,
2558,
58,
16,
11,
17,
11,
1314,
11,
18,
60,
198,
28961,
7,
83,
3712,
6030,
90,
10669,
8645,
1352,
18453,
30072,
796,
13634,
7,
83,
11,
45783,
33,
3046,
13,
32988,
62,
2200,
48,
11,
11593,
22184,
388,
62,
10669,
8645,
1352,
18453,
11,
45783,
33,
3046,
13,
32988,
62,
23428,
11,
2081,
11,
45783,
33,
3046,
13,
32988,
62,
47,
8120,
11,
45783,
33,
3046,
13,
32988,
62,
54,
9936,
47,
1546,
11,
45783,
33,
3046,
13,
32988,
62,
1340,
4720,
10652,
11,
45783,
33,
3046,
13,
32988,
62,
1340,
4720,
37,
62,
45,
29559,
11,
45783,
33,
3046,
13,
32988,
62,
44603,
62,
9936,
47,
1546,
8,
198,
198,
76,
18187,
2878,
6127,
8645,
1352,
31077,
62,
8979,
1279,
25,
45783,
6030,
198,
220,
220,
220,
1438,
3712,
23839,
10100,
198,
220,
220,
220,
36075,
62,
4122,
3712,
23839,
10100,
198,
220,
220,
220,
2695,
3712,
23839,
10100,
198,
220,
220,
220,
6127,
8645,
1352,
31077,
62,
8979,
7,
26,
479,
86,
22046,
23029,
796,
357,
78,
28,
3605,
9783,
6070,
403,
2617,
7,
78,
1776,
318,
28920,
7,
46265,
22046,
8,
8614,
45783,
33,
3046,
13557,
11235,
672,
3547,
7,
78,
11,
479,
86,
22046,
1776,
267,
8,
198,
437,
1303,
76,
18187,
2878,
6127,
8645,
1352,
31077,
62,
8979,
198,
9979,
11593,
22184,
388,
62,
10669,
8645,
1352,
31077,
62,
8979,
796,
2558,
58,
16,
11,
17,
11,
1314,
60,
198,
28961,
7,
83,
3712,
6030,
90,
10669,
8645,
1352,
31077,
62,
8979,
30072,
796,
13634,
7,
83,
11,
45783,
33,
3046,
13,
32988,
62,
2200,
48,
11,
11593,
22184,
388,
62,
10669,
8645,
1352,
31077,
62,
8979,
11,
45783,
33,
3046,
13,
32988,
62,
23428,
11,
2081,
11,
45783,
33,
3046,
13,
32988,
62,
47,
8120,
11,
45783,
33,
3046,
13,
32988,
62,
54,
9936,
47,
1546,
11,
45783,
33,
3046,
13,
32988,
62,
1340,
4720,
10652,
11,
45783,
33,
3046,
13,
32988,
62,
1340,
4720,
37,
62,
45,
29559,
11,
45783,
33,
3046,
13,
32988,
62,
44603,
62,
9936,
47,
1546,
8,
198,
198,
76,
18187,
2878,
6127,
8645,
1352,
31077,
1279,
25,
45783,
6030,
198,
220,
220,
220,
4049,
3712,
23839,
10100,
198,
220,
220,
220,
2393,
3712,
14881,
13,
38469,
90,
10669,
8645,
1352,
31077,
62,
8979,
92,
198,
220,
220,
220,
6127,
8645,
1352,
31077,
7,
26,
479,
86,
22046,
23029,
796,
357,
78,
28,
3605,
9783,
6070,
403,
2617,
7,
78,
1776,
318,
28920,
7,
46265,
22046,
8,
8614,
45783,
33,
3046,
13557,
11235,
672,
3547,
7,
78,
11,
479,
86,
22046,
1776,
267,
8,
198,
437,
1303,
76,
18187,
2878,
6127,
8645,
1352,
31077,
198,
9979,
11593,
22184,
388,
62,
10669,
8645,
1352,
31077,
796,
2558,
58,
16,
11,
1314,
60,
198,
28961,
7,
83,
3712,
6030,
90,
10669,
8645,
1352,
31077,
30072,
796,
13634,
7,
83,
11,
45783,
33,
3046,
13,
32988,
62,
2200,
48,
11,
11593,
22184,
388,
62,
10669,
8645,
1352,
31077,
11,
45783,
33,
3046,
13,
32988,
62,
23428,
11,
2081,
11,
45783,
33,
3046,
13,
32988,
62,
47,
8120,
11,
45783,
33,
3046,
13,
32988,
62,
54,
9936,
47,
1546,
11,
45783,
33,
3046,
13,
32988,
62,
1340,
4720,
10652,
11,
45783,
33,
3046,
13,
32988,
62,
1340,
4720,
37,
62,
45,
29559,
11,
45783,
33,
3046,
13,
32988,
62,
44603,
62,
9936,
47,
1546,
8,
198,
198,
39344,
10628,
11,
6127,
8645,
1352,
18453,
11,
6127,
8645,
1352,
31077,
62,
8979,
11,
6127,
8645,
1352,
31077,
198
] | 2.681499 | 854 |
<gh_stars>100-1000
using BenchmarkTools
SUITE = BenchmarkGroup()
for file in readdir(@__DIR__)
if startswith(file, "bench_") && endswith(file, ".jl")
SUITE[file[length("bench_") + 1:end - length(".jl")]] =
include(file)
end
end
| [
27,
456,
62,
30783,
29,
3064,
12,
12825,
198,
3500,
25187,
4102,
33637,
198,
12564,
12709,
796,
25187,
4102,
13247,
3419,
198,
1640,
2393,
287,
1100,
15908,
7,
31,
834,
34720,
834,
8,
198,
220,
220,
220,
611,
923,
2032,
342,
7,
7753,
11,
366,
26968,
62,
4943,
11405,
886,
2032,
342,
7,
7753,
11,
27071,
20362,
4943,
198,
220,
220,
220,
220,
220,
220,
220,
13558,
12709,
58,
7753,
58,
13664,
7203,
26968,
62,
4943,
1343,
352,
25,
437,
532,
4129,
7,
1911,
20362,
4943,
11907,
796,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2291,
7,
7753,
8,
198,
220,
220,
220,
886,
198,
437,
198
] | 2.285714 | 112 |
<gh_stars>0
module Cards
using Genie, Stipple, StippleUI, StippleUI.API
import Genie.Renderer.Html: HTMLString, normal_element, register_normal_element
export card, card_section, card_actions
register_normal_element("q__card", context = @__MODULE__)
register_normal_element("q__card__section", context = @__MODULE__)
register_normal_element("q__card__actions", context = @__MODULE__)
function card(args...;
wrap::Function = StippleUI.DEFAULT_WRAPPER,
kwargs...)
wrap() do
q__card(args...; kwargs...)
end
end
function card_section(args...; kwargs...)
q__card__section(args...; kwargs...)
end
function card_actions(args...; kwargs...)
q__card__actions(args...; kwargs...)
end
end
| [
27,
456,
62,
30783,
29,
15,
198,
21412,
15824,
198,
198,
3500,
49405,
11,
520,
18793,
11,
520,
18793,
10080,
11,
520,
18793,
10080,
13,
17614,
198,
11748,
49405,
13,
49,
437,
11882,
13,
39,
20369,
25,
11532,
10100,
11,
3487,
62,
30854,
11,
7881,
62,
11265,
62,
30854,
198,
198,
39344,
2657,
11,
2657,
62,
5458,
11,
2657,
62,
4658,
198,
198,
30238,
62,
11265,
62,
30854,
7203,
80,
834,
9517,
1600,
4732,
796,
2488,
834,
33365,
24212,
834,
8,
198,
30238,
62,
11265,
62,
30854,
7203,
80,
834,
9517,
834,
5458,
1600,
4732,
796,
2488,
834,
33365,
24212,
834,
8,
198,
30238,
62,
11265,
62,
30854,
7203,
80,
834,
9517,
834,
4658,
1600,
4732,
796,
2488,
834,
33365,
24212,
834,
8,
198,
198,
8818,
2657,
7,
22046,
986,
26,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
14441,
3712,
22203,
796,
520,
18793,
10080,
13,
7206,
38865,
62,
18564,
2969,
18973,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
479,
86,
22046,
23029,
198,
220,
14441,
3419,
466,
198,
220,
220,
220,
10662,
834,
9517,
7,
22046,
986,
26,
479,
86,
22046,
23029,
198,
220,
886,
198,
437,
198,
198,
8818,
2657,
62,
5458,
7,
22046,
986,
26,
479,
86,
22046,
23029,
198,
220,
10662,
834,
9517,
834,
5458,
7,
22046,
986,
26,
479,
86,
22046,
23029,
198,
437,
198,
198,
8818,
2657,
62,
4658,
7,
22046,
986,
26,
479,
86,
22046,
23029,
198,
220,
10662,
834,
9517,
834,
4658,
7,
22046,
986,
26,
479,
86,
22046,
23029,
198,
437,
198,
198,
437,
198
] | 2.695167 | 269 |
<filename>src/_deriv2.jl
"""
Module: SymbolicDiff (Symbolic Operation for Arithmetic)
"""
"""
seval(f, (dvar1, dver2), env, cache)
Return the second derivative of expr f with respect to dvar1 and dver2
"""
function seval(f, dvar::Tuple{Symbol,Symbol})
seval(f, dvar, globalenv, SymbolicCache())
end
function seval(f, dvar::Tuple{Symbol,Symbol}, env::SymbolicEnv)
seval(f, dvar, env, SymbolicCache())
end
function seval(f, dvar::Tuple{Symbol,Symbol}, cache::SymbolicCache)
seval(f, dvar, globalenv, cache)
end
###
function seval(f, dvar::Tuple{SymbolicVariable{Tv},SymbolicVariable{Tv}}) where Tv
seval(f, (dvar[1].var, dvar[2].var))
end
function seval(f, dvar::Tuple{SymbolicVariable{Tv},SymbolicVariable{Tv}}, env::SymbolicEnv) where Tv
seval(f, (dvar[1].var, dvar[2].var), env)
end
function seval(f, dvar::Tuple{SymbolicVariable{Tv},SymbolicVariable{Tv}}, cache::SymbolicCache) where Tv
seval(f, (dvar[1].var, dvar[2].var), cache)
end
function seval(f, dvar::Tuple{SymbolicVariable{Tv},SymbolicVariable{Tv}}, env::SymbolicEnv, cache::SymbolicCache) where Tv
seval(f, (dvar[1].var, dvar[2].var), env, cache)
end
###
function seval(f::SymbolicValue{Tv}, dvar::Tuple{Symbol,Symbol}, env::SymbolicEnv, cache::SymbolicCache)::Tv where Tv
0
end
function seval(f::SymbolicVariable{Tv}, dvar::Tuple{Symbol,Symbol}, env::SymbolicEnv, cache::SymbolicCache)::Tv where Tv
0
end
function seval(f::AbstractNumberSymbolic{Tv}, dvar::Tuple{Symbol,Symbol}, env::SymbolicEnv, cache::SymbolicCache)::Tv where Tv
(dvar[1] in f.params) || (dvar[2] in f.params) || return Tv(0)
get(cache, (f,dvar)) do
retval = _eval(Val(f.op), f, dvar, env, cache)
cache[(f,dvar)] = retval
end
end
"""
_eval(::Val{xx}, dvar, f, env, cache)
Dispached function to evaluate the second derivative of f
"""
function _eval(::Val{:+}, f::SymbolicExpression{Tv}, dvar::Tuple{Symbol,Symbol}, env::SymbolicEnv, cache::SymbolicCache)::Tv where Tv
args = [seval(x, dvar, env, cache) for x = f.args]
+(args...)
end
function _eval(::Val{:-}, f::SymbolicExpression{Tv}, dvar::Tuple{Symbol,Symbol}, env::SymbolicEnv, cache::SymbolicCache)::Tv where Tv
args = [seval(x, dvar, env, cache) for x = f.args]
-(args...)
end
function _eval(::Val{:*}, f::SymbolicExpression{Tv}, dvar::Tuple{Symbol,Symbol}, env::SymbolicEnv, cache::SymbolicCache)::Tv where Tv
args = [seval(x, env, cache) for x = f.args]
dargs_a = [seval(x, dvar[1], env, cache) for x = f.args]
dargs_b = [seval(x, dvar[2], env, cache) for x = f.args]
dargs_ab = [seval(x, dvar, env, cache) for x = f.args]
ret = dargs_ab[1]
s = args[1]
s_a = dargs_a[1]
s_b = dargs_b[1]
for i = 2:length(args)
ret *= args[i]
ret += s * dargs_ab[i]
ret += s_a * dargs_b[i]
ret += s_b * dargs_a[i]
(i == length(args)) && break
s_a *= args[i]
s_b *= args[i]
s_a += s * dargs_a[i]
s_b += s * dargs_b[i]
s *= args[i]
end
ret
end
function _eval(::Val{:/}, f::SymbolicExpression{Tv}, dvar::Tuple{Symbol,Symbol}, env::SymbolicEnv, cache::SymbolicCache)::Tv where Tv
x,y = [seval(x, env, cache) for x = f.args]
dx_a,dy_a = [seval(x, dvar[1], env, cache) for x = f.args]
dx_b,dy_b = [seval(x, dvar[2], env, cache) for x = f.args]
dx_ab,dy_ab = [seval(x, dvar, env, cache) for x = f.args]
((dx_ab * y - dx_a * dy_b - dx_b * dy_a - x * dy_ab) * y + 2 * x * dy_a * dy_b) / y^3
end
function _eval(::Val{:^}, f::SymbolicExpression{Tv}, dvar::Tuple{Symbol,Symbol}, env::SymbolicEnv, cache::SymbolicCache)::Tv where Tv
x,y = [seval(x, env, cache) for x = f.args]
dx_a,dy_a = [seval(x, dvar[1], env, cache) for x = f.args]
dx_b,dy_b = [seval(x, dvar[2], env, cache) for x = f.args]
dx_ab,dy_ab = [seval(x, dvar, env, cache) for x = f.args]
f = x^y
f_a = f * (dy_a * x * log(x) + y * dx_a) / x
f_b = f * (dy_b * x * log(x) + y * dx_b) / x
f_ab = (f_b * (dy_a * x * log(x) + y * dx_a) - f_a * dx_b + f * (dy_ab * x * log(x) + dy_a * dx_b * (1 + log(x)) + dx_a * dy_b + y * dx_ab)) / x
f_ab
end
function _eval(::Val{:exp}, f::SymbolicExpression{Tv}, dvar::Tuple{Symbol,Symbol}, env::SymbolicEnv, cache::SymbolicCache)::Tv where Tv
x, = [seval(x, env, cache) for x = f.args]
dx_a, = [seval(x, dvar[1], env, cache) for x = f.args]
dx_b, = [seval(x, dvar[2], env, cache) for x = f.args]
dx_ab, = [seval(x, dvar, env, cache) for x = f.args]
exp(x) * (dx_b * dx_a + dx_ab)
end
function _eval(::Val{:log}, f::SymbolicExpression{Tv}, dvar::Tuple{Symbol,Symbol}, env::SymbolicEnv, cache::SymbolicCache)::Tv where Tv
x, = [seval(x, env, cache) for x = f.args]
dx_a, = [seval(x, dvar[1], env, cache) for x = f.args]
dx_b, = [seval(x, dvar[2], env, cache) for x = f.args]
dx_ab, = [seval(x, dvar, env, cache) for x = f.args]
(dx_ab * x - dx_a * dx_b) / x^2
end
function _eval(::Val{:sqrt}, f::SymbolicExpression{Tv}, dvar::Tuple{Symbol,Symbol}, env::SymbolicEnv, cache::SymbolicCache)::Tv where Tv
x, = [seval(x, env, cache) for x = f.args]
dx_a, = [seval(x, dvar[1], env, cache) for x = f.args]
dx_b, = [seval(x, dvar[2], env, cache) for x = f.args]
dx_ab, = [seval(x, dvar, env, cache) for x = f.args]
sqrt(x) * (dx_ab * 2 - dx_a * dx_b) / (4*x)
end
function _eval(::Val{:sum}, f::SymbolicExpression{Tv}, dvar::Tuple{Symbol,Symbol}, env::SymbolicEnv, cache::SymbolicCache)::Tv where Tv
dx_ab, = [seval(x, dvar, env, cache) for x = f.args]
sum(dx_ab)
end
function _eval(::Val{:dot}, f::SymbolicExpression{Tv}, dvar::Tuple{Symbol,Symbol}, env::SymbolicEnv, cache::SymbolicCache)::Tv where Tv
x,y = [seval(x, env, cache) for x = f.args]
dx_a,dy_a = [seval(x, dvar[1], env, cache) for x = f.args]
dx_b,dy_b = [seval(x, dvar[2], env, cache) for x = f.args]
dx_ab,dy_ab = [seval(x, dvar, env, cache) for x = f.args]
dot(x,dy_ab) + dot(dx_b,dy_a) + dot(dx_a,dy_b) + dot(dx_ab,y)
end
| [
27,
34345,
29,
10677,
47835,
1082,
452,
17,
13,
20362,
198,
37811,
198,
26796,
25,
41327,
4160,
28813,
357,
13940,
2022,
4160,
14680,
329,
943,
29848,
8,
198,
37811,
198,
198,
37811,
198,
325,
2100,
7,
69,
11,
357,
67,
7785,
16,
11,
288,
332,
17,
828,
17365,
11,
12940,
8,
198,
13615,
262,
1218,
27255,
286,
44052,
277,
351,
2461,
284,
288,
7785,
16,
290,
288,
332,
17,
198,
37811,
198,
198,
8818,
384,
2100,
7,
69,
11,
288,
7785,
3712,
51,
29291,
90,
13940,
23650,
11,
13940,
23650,
30072,
198,
220,
220,
220,
384,
2100,
7,
69,
11,
288,
7785,
11,
3298,
24330,
11,
41327,
4160,
30562,
28955,
198,
437,
198,
198,
8818,
384,
2100,
7,
69,
11,
288,
7785,
3712,
51,
29291,
90,
13940,
23650,
11,
13940,
23650,
5512,
17365,
3712,
13940,
2022,
4160,
4834,
85,
8,
198,
220,
220,
220,
384,
2100,
7,
69,
11,
288,
7785,
11,
17365,
11,
41327,
4160,
30562,
28955,
198,
437,
198,
198,
8818,
384,
2100,
7,
69,
11,
288,
7785,
3712,
51,
29291,
90,
13940,
23650,
11,
13940,
23650,
5512,
12940,
3712,
13940,
2022,
4160,
30562,
8,
198,
220,
220,
220,
384,
2100,
7,
69,
11,
288,
7785,
11,
3298,
24330,
11,
12940,
8,
198,
437,
198,
198,
21017,
198,
198,
8818,
384,
2100,
7,
69,
11,
288,
7785,
3712,
51,
29291,
90,
13940,
2022,
4160,
43015,
90,
51,
85,
5512,
13940,
2022,
4160,
43015,
90,
51,
85,
11709,
8,
810,
309,
85,
198,
220,
220,
220,
384,
2100,
7,
69,
11,
357,
67,
7785,
58,
16,
4083,
7785,
11,
288,
7785,
58,
17,
4083,
7785,
4008,
198,
437,
198,
198,
8818,
384,
2100,
7,
69,
11,
288,
7785,
3712,
51,
29291,
90,
13940,
2022,
4160,
43015,
90,
51,
85,
5512,
13940,
2022,
4160,
43015,
90,
51,
85,
92,
5512,
17365,
3712,
13940,
2022,
4160,
4834,
85,
8,
810,
309,
85,
198,
220,
220,
220,
384,
2100,
7,
69,
11,
357,
67,
7785,
58,
16,
4083,
7785,
11,
288,
7785,
58,
17,
4083,
7785,
828,
17365,
8,
198,
437,
198,
198,
8818,
384,
2100,
7,
69,
11,
288,
7785,
3712,
51,
29291,
90,
13940,
2022,
4160,
43015,
90,
51,
85,
5512,
13940,
2022,
4160,
43015,
90,
51,
85,
92,
5512,
12940,
3712,
13940,
2022,
4160,
30562,
8,
810,
309,
85,
198,
220,
220,
220,
384,
2100,
7,
69,
11,
357,
67,
7785,
58,
16,
4083,
7785,
11,
288,
7785,
58,
17,
4083,
7785,
828,
12940,
8,
198,
437,
198,
198,
8818,
384,
2100,
7,
69,
11,
288,
7785,
3712,
51,
29291,
90,
13940,
2022,
4160,
43015,
90,
51,
85,
5512,
13940,
2022,
4160,
43015,
90,
51,
85,
92,
5512,
17365,
3712,
13940,
2022,
4160,
4834,
85,
11,
12940,
3712,
13940,
2022,
4160,
30562,
8,
810,
309,
85,
198,
220,
220,
220,
220,
220,
220,
220,
384,
2100,
7,
69,
11,
357,
67,
7785,
58,
16,
4083,
7785,
11,
288,
7785,
58,
17,
4083,
7785,
828,
17365,
11,
12940,
8,
198,
437,
198,
198,
21017,
198,
198,
8818,
384,
2100,
7,
69,
3712,
13940,
2022,
4160,
11395,
90,
51,
85,
5512,
288,
7785,
3712,
51,
29291,
90,
13940,
23650,
11,
13940,
23650,
5512,
17365,
3712,
13940,
2022,
4160,
4834,
85,
11,
12940,
3712,
13940,
2022,
4160,
30562,
2599,
25,
51,
85,
810,
309,
85,
198,
220,
220,
220,
657,
198,
437,
198,
198,
8818,
384,
2100,
7,
69,
3712,
13940,
2022,
4160,
43015,
90,
51,
85,
5512,
288,
7785,
3712,
51,
29291,
90,
13940,
23650,
11,
13940,
23650,
5512,
17365,
3712,
13940,
2022,
4160,
4834,
85,
11,
12940,
3712,
13940,
2022,
4160,
30562,
2599,
25,
51,
85,
810,
309,
85,
198,
220,
220,
220,
657,
198,
437,
198,
198,
8818,
384,
2100,
7,
69,
3712,
23839,
15057,
13940,
2022,
4160,
90,
51,
85,
5512,
288,
7785,
3712,
51,
29291,
90,
13940,
23650,
11,
13940,
23650,
5512,
17365,
3712,
13940,
2022,
4160,
4834,
85,
11,
12940,
3712,
13940,
2022,
4160,
30562,
2599,
25,
51,
85,
810,
309,
85,
198,
220,
220,
220,
357,
67,
7785,
58,
16,
60,
287,
277,
13,
37266,
8,
8614,
357,
67,
7785,
58,
17,
60,
287,
277,
13,
37266,
8,
8614,
1441,
309,
85,
7,
15,
8,
198,
220,
220,
220,
651,
7,
23870,
11,
357,
69,
11,
67,
7785,
4008,
466,
198,
220,
220,
220,
220,
220,
220,
220,
1005,
2100,
796,
4808,
18206,
7,
7762,
7,
69,
13,
404,
828,
277,
11,
288,
7785,
11,
17365,
11,
12940,
8,
198,
220,
220,
220,
220,
220,
220,
220,
12940,
58,
7,
69,
11,
67,
7785,
15437,
796,
1005,
2100,
198,
220,
220,
220,
886,
198,
437,
198,
198,
37811,
198,
62,
18206,
7,
3712,
7762,
90,
5324,
5512,
288,
7785,
11,
277,
11,
17365,
11,
12940,
8,
198,
198,
7279,
79,
2317,
2163,
284,
13446,
262,
1218,
27255,
286,
277,
198,
37811,
198,
198,
8818,
4808,
18206,
7,
3712,
7762,
90,
25,
10,
5512,
277,
3712,
13940,
2022,
4160,
16870,
2234,
90,
51,
85,
5512,
288,
7785,
3712,
51,
29291,
90,
13940,
23650,
11,
13940,
23650,
5512,
17365,
3712,
13940,
2022,
4160,
4834,
85,
11,
12940,
3712,
13940,
2022,
4160,
30562,
2599,
25,
51,
85,
810,
309,
85,
198,
220,
220,
220,
26498,
796,
685,
325,
2100,
7,
87,
11,
288,
7785,
11,
17365,
11,
12940,
8,
329,
2124,
796,
277,
13,
22046,
60,
198,
220,
220,
220,
1343,
7,
22046,
23029,
198,
437,
198,
198,
8818,
4808,
18206,
7,
3712,
7762,
90,
21912,
5512,
277,
3712,
13940,
2022,
4160,
16870,
2234,
90,
51,
85,
5512,
288,
7785,
3712,
51,
29291,
90,
13940,
23650,
11,
13940,
23650,
5512,
17365,
3712,
13940,
2022,
4160,
4834,
85,
11,
12940,
3712,
13940,
2022,
4160,
30562,
2599,
25,
51,
85,
810,
309,
85,
198,
220,
220,
220,
26498,
796,
685,
325,
2100,
7,
87,
11,
288,
7785,
11,
17365,
11,
12940,
8,
329,
2124,
796,
277,
13,
22046,
60,
198,
220,
220,
220,
532,
7,
22046,
23029,
198,
437,
198,
198,
8818,
4808,
18206,
7,
3712,
7762,
90,
25,
9,
5512,
277,
3712,
13940,
2022,
4160,
16870,
2234,
90,
51,
85,
5512,
288,
7785,
3712,
51,
29291,
90,
13940,
23650,
11,
13940,
23650,
5512,
17365,
3712,
13940,
2022,
4160,
4834,
85,
11,
12940,
3712,
13940,
2022,
4160,
30562,
2599,
25,
51,
85,
810,
309,
85,
198,
220,
220,
220,
26498,
796,
685,
325,
2100,
7,
87,
11,
17365,
11,
12940,
8,
329,
2124,
796,
277,
13,
22046,
60,
198,
220,
220,
220,
288,
22046,
62,
64,
796,
685,
325,
2100,
7,
87,
11,
288,
7785,
58,
16,
4357,
17365,
11,
12940,
8,
329,
2124,
796,
277,
13,
22046,
60,
198,
220,
220,
220,
288,
22046,
62,
65,
796,
685,
325,
2100,
7,
87,
11,
288,
7785,
58,
17,
4357,
17365,
11,
12940,
8,
329,
2124,
796,
277,
13,
22046,
60,
198,
220,
220,
220,
288,
22046,
62,
397,
796,
685,
325,
2100,
7,
87,
11,
288,
7785,
11,
17365,
11,
12940,
8,
329,
2124,
796,
277,
13,
22046,
60,
628,
220,
220,
220,
1005,
796,
288,
22046,
62,
397,
58,
16,
60,
198,
220,
220,
220,
264,
796,
26498,
58,
16,
60,
198,
220,
220,
220,
264,
62,
64,
796,
288,
22046,
62,
64,
58,
16,
60,
198,
220,
220,
220,
264,
62,
65,
796,
288,
22046,
62,
65,
58,
16,
60,
198,
220,
220,
220,
329,
1312,
796,
362,
25,
13664,
7,
22046,
8,
198,
220,
220,
220,
220,
220,
220,
220,
1005,
1635,
28,
26498,
58,
72,
60,
198,
220,
220,
220,
220,
220,
220,
220,
1005,
15853,
264,
1635,
288,
22046,
62,
397,
58,
72,
60,
198,
220,
220,
220,
220,
220,
220,
220,
1005,
15853,
264,
62,
64,
1635,
288,
22046,
62,
65,
58,
72,
60,
198,
220,
220,
220,
220,
220,
220,
220,
1005,
15853,
264,
62,
65,
1635,
288,
22046,
62,
64,
58,
72,
60,
198,
220,
220,
220,
220,
220,
220,
220,
357,
72,
6624,
4129,
7,
22046,
4008,
11405,
2270,
198,
220,
220,
220,
220,
220,
220,
220,
264,
62,
64,
1635,
28,
26498,
58,
72,
60,
198,
220,
220,
220,
220,
220,
220,
220,
264,
62,
65,
1635,
28,
26498,
58,
72,
60,
198,
220,
220,
220,
220,
220,
220,
220,
264,
62,
64,
15853,
264,
1635,
288,
22046,
62,
64,
58,
72,
60,
198,
220,
220,
220,
220,
220,
220,
220,
264,
62,
65,
15853,
264,
1635,
288,
22046,
62,
65,
58,
72,
60,
198,
220,
220,
220,
220,
220,
220,
220,
264,
1635,
28,
26498,
58,
72,
60,
198,
220,
220,
220,
886,
198,
220,
220,
220,
1005,
198,
437,
198,
198,
8818,
4808,
18206,
7,
3712,
7762,
90,
14079,
5512,
277,
3712,
13940,
2022,
4160,
16870,
2234,
90,
51,
85,
5512,
288,
7785,
3712,
51,
29291,
90,
13940,
23650,
11,
13940,
23650,
5512,
17365,
3712,
13940,
2022,
4160,
4834,
85,
11,
12940,
3712,
13940,
2022,
4160,
30562,
2599,
25,
51,
85,
810,
309,
85,
198,
220,
220,
220,
2124,
11,
88,
796,
685,
325,
2100,
7,
87,
11,
17365,
11,
12940,
8,
329,
2124,
796,
277,
13,
22046,
60,
198,
220,
220,
220,
44332,
62,
64,
11,
9892,
62,
64,
796,
685,
325,
2100,
7,
87,
11,
288,
7785,
58,
16,
4357,
17365,
11,
12940,
8,
329,
2124,
796,
277,
13,
22046,
60,
198,
220,
220,
220,
44332,
62,
65,
11,
9892,
62,
65,
796,
685,
325,
2100,
7,
87,
11,
288,
7785,
58,
17,
4357,
17365,
11,
12940,
8,
329,
2124,
796,
277,
13,
22046,
60,
198,
220,
220,
220,
44332,
62,
397,
11,
9892,
62,
397,
796,
685,
325,
2100,
7,
87,
11,
288,
7785,
11,
17365,
11,
12940,
8,
329,
2124,
796,
277,
13,
22046,
60,
198,
220,
220,
220,
14808,
34350,
62,
397,
1635,
331,
532,
44332,
62,
64,
1635,
20268,
62,
65,
220,
532,
44332,
62,
65,
1635,
20268,
62,
64,
532,
2124,
1635,
20268,
62,
397,
8,
1635,
331,
1343,
362,
1635,
2124,
1635,
20268,
62,
64,
1635,
20268,
62,
65,
8,
1220,
331,
61,
18,
198,
437,
198,
198,
8818,
4808,
18206,
7,
3712,
7762,
90,
25,
61,
5512,
277,
3712,
13940,
2022,
4160,
16870,
2234,
90,
51,
85,
5512,
288,
7785,
3712,
51,
29291,
90,
13940,
23650,
11,
13940,
23650,
5512,
17365,
3712,
13940,
2022,
4160,
4834,
85,
11,
12940,
3712,
13940,
2022,
4160,
30562,
2599,
25,
51,
85,
810,
309,
85,
198,
220,
220,
220,
2124,
11,
88,
796,
685,
325,
2100,
7,
87,
11,
17365,
11,
12940,
8,
329,
2124,
796,
277,
13,
22046,
60,
198,
220,
220,
220,
44332,
62,
64,
11,
9892,
62,
64,
796,
685,
325,
2100,
7,
87,
11,
288,
7785,
58,
16,
4357,
17365,
11,
12940,
8,
329,
2124,
796,
277,
13,
22046,
60,
198,
220,
220,
220,
44332,
62,
65,
11,
9892,
62,
65,
796,
685,
325,
2100,
7,
87,
11,
288,
7785,
58,
17,
4357,
17365,
11,
12940,
8,
329,
2124,
796,
277,
13,
22046,
60,
198,
220,
220,
220,
44332,
62,
397,
11,
9892,
62,
397,
796,
685,
325,
2100,
7,
87,
11,
288,
7785,
11,
17365,
11,
12940,
8,
329,
2124,
796,
277,
13,
22046,
60,
198,
220,
220,
220,
277,
796,
2124,
61,
88,
198,
220,
220,
220,
277,
62,
64,
796,
277,
1635,
357,
9892,
62,
64,
1635,
2124,
1635,
2604,
7,
87,
8,
1343,
331,
1635,
44332,
62,
64,
8,
1220,
2124,
198,
220,
220,
220,
277,
62,
65,
796,
277,
1635,
357,
9892,
62,
65,
1635,
2124,
1635,
2604,
7,
87,
8,
1343,
331,
1635,
44332,
62,
65,
8,
1220,
2124,
198,
220,
220,
220,
277,
62,
397,
796,
357,
69,
62,
65,
1635,
357,
9892,
62,
64,
1635,
2124,
1635,
2604,
7,
87,
8,
1343,
331,
1635,
44332,
62,
64,
8,
532,
277,
62,
64,
1635,
44332,
62,
65,
1343,
277,
1635,
357,
9892,
62,
397,
1635,
2124,
1635,
2604,
7,
87,
8,
1343,
20268,
62,
64,
1635,
44332,
62,
65,
1635,
357,
16,
1343,
2604,
7,
87,
4008,
1343,
44332,
62,
64,
1635,
20268,
62,
65,
1343,
331,
1635,
44332,
62,
397,
4008,
1220,
2124,
198,
220,
220,
220,
277,
62,
397,
198,
437,
198,
198,
8818,
4808,
18206,
7,
3712,
7762,
90,
25,
11201,
5512,
277,
3712,
13940,
2022,
4160,
16870,
2234,
90,
51,
85,
5512,
288,
7785,
3712,
51,
29291,
90,
13940,
23650,
11,
13940,
23650,
5512,
17365,
3712,
13940,
2022,
4160,
4834,
85,
11,
12940,
3712,
13940,
2022,
4160,
30562,
2599,
25,
51,
85,
810,
309,
85,
198,
220,
220,
220,
2124,
11,
796,
685,
325,
2100,
7,
87,
11,
17365,
11,
12940,
8,
329,
2124,
796,
277,
13,
22046,
60,
198,
220,
220,
220,
44332,
62,
64,
11,
796,
685,
325,
2100,
7,
87,
11,
288,
7785,
58,
16,
4357,
17365,
11,
12940,
8,
329,
2124,
796,
277,
13,
22046,
60,
198,
220,
220,
220,
44332,
62,
65,
11,
796,
685,
325,
2100,
7,
87,
11,
288,
7785,
58,
17,
4357,
17365,
11,
12940,
8,
329,
2124,
796,
277,
13,
22046,
60,
198,
220,
220,
220,
44332,
62,
397,
11,
796,
685,
325,
2100,
7,
87,
11,
288,
7785,
11,
17365,
11,
12940,
8,
329,
2124,
796,
277,
13,
22046,
60,
198,
220,
220,
220,
1033,
7,
87,
8,
1635,
357,
34350,
62,
65,
1635,
44332,
62,
64,
1343,
44332,
62,
397,
8,
198,
437,
198,
198,
8818,
4808,
18206,
7,
3712,
7762,
90,
25,
6404,
5512,
277,
3712,
13940,
2022,
4160,
16870,
2234,
90,
51,
85,
5512,
288,
7785,
3712,
51,
29291,
90,
13940,
23650,
11,
13940,
23650,
5512,
17365,
3712,
13940,
2022,
4160,
4834,
85,
11,
12940,
3712,
13940,
2022,
4160,
30562,
2599,
25,
51,
85,
810,
309,
85,
198,
220,
220,
220,
2124,
11,
796,
685,
325,
2100,
7,
87,
11,
17365,
11,
12940,
8,
329,
2124,
796,
277,
13,
22046,
60,
198,
220,
220,
220,
44332,
62,
64,
11,
796,
685,
325,
2100,
7,
87,
11,
288,
7785,
58,
16,
4357,
17365,
11,
12940,
8,
329,
2124,
796,
277,
13,
22046,
60,
198,
220,
220,
220,
44332,
62,
65,
11,
796,
685,
325,
2100,
7,
87,
11,
288,
7785,
58,
17,
4357,
17365,
11,
12940,
8,
329,
2124,
796,
277,
13,
22046,
60,
198,
220,
220,
220,
44332,
62,
397,
11,
796,
685,
325,
2100,
7,
87,
11,
288,
7785,
11,
17365,
11,
12940,
8,
329,
2124,
796,
277,
13,
22046,
60,
198,
220,
220,
220,
357,
34350,
62,
397,
1635,
2124,
532,
44332,
62,
64,
1635,
44332,
62,
65,
8,
1220,
2124,
61,
17,
198,
437,
198,
198,
8818,
4808,
18206,
7,
3712,
7762,
90,
25,
31166,
17034,
5512,
277,
3712,
13940,
2022,
4160,
16870,
2234,
90,
51,
85,
5512,
288,
7785,
3712,
51,
29291,
90,
13940,
23650,
11,
13940,
23650,
5512,
17365,
3712,
13940,
2022,
4160,
4834,
85,
11,
12940,
3712,
13940,
2022,
4160,
30562,
2599,
25,
51,
85,
810,
309,
85,
198,
220,
220,
220,
2124,
11,
796,
685,
325,
2100,
7,
87,
11,
17365,
11,
12940,
8,
329,
2124,
796,
277,
13,
22046,
60,
198,
220,
220,
220,
44332,
62,
64,
11,
796,
685,
325,
2100,
7,
87,
11,
288,
7785,
58,
16,
4357,
17365,
11,
12940,
8,
329,
2124,
796,
277,
13,
22046,
60,
198,
220,
220,
220,
44332,
62,
65,
11,
796,
685,
325,
2100,
7,
87,
11,
288,
7785,
58,
17,
4357,
17365,
11,
12940,
8,
329,
2124,
796,
277,
13,
22046,
60,
198,
220,
220,
220,
44332,
62,
397,
11,
796,
685,
325,
2100,
7,
87,
11,
288,
7785,
11,
17365,
11,
12940,
8,
329,
2124,
796,
277,
13,
22046,
60,
198,
220,
220,
220,
19862,
17034,
7,
87,
8,
1635,
357,
34350,
62,
397,
1635,
362,
532,
44332,
62,
64,
1635,
44332,
62,
65,
8,
1220,
357,
19,
9,
87,
8,
198,
437,
198,
198,
8818,
4808,
18206,
7,
3712,
7762,
90,
25,
16345,
5512,
277,
3712,
13940,
2022,
4160,
16870,
2234,
90,
51,
85,
5512,
288,
7785,
3712,
51,
29291,
90,
13940,
23650,
11,
13940,
23650,
5512,
17365,
3712,
13940,
2022,
4160,
4834,
85,
11,
12940,
3712,
13940,
2022,
4160,
30562,
2599,
25,
51,
85,
810,
309,
85,
198,
220,
220,
220,
44332,
62,
397,
11,
796,
685,
325,
2100,
7,
87,
11,
288,
7785,
11,
17365,
11,
12940,
8,
329,
2124,
796,
277,
13,
22046,
60,
198,
220,
220,
220,
2160,
7,
34350,
62,
397,
8,
198,
437,
198,
198,
8818,
4808,
18206,
7,
3712,
7762,
90,
25,
26518,
5512,
277,
3712,
13940,
2022,
4160,
16870,
2234,
90,
51,
85,
5512,
288,
7785,
3712,
51,
29291,
90,
13940,
23650,
11,
13940,
23650,
5512,
17365,
3712,
13940,
2022,
4160,
4834,
85,
11,
12940,
3712,
13940,
2022,
4160,
30562,
2599,
25,
51,
85,
810,
309,
85,
198,
220,
220,
220,
2124,
11,
88,
796,
685,
325,
2100,
7,
87,
11,
17365,
11,
12940,
8,
329,
2124,
796,
277,
13,
22046,
60,
198,
220,
220,
220,
44332,
62,
64,
11,
9892,
62,
64,
796,
685,
325,
2100,
7,
87,
11,
288,
7785,
58,
16,
4357,
17365,
11,
12940,
8,
329,
2124,
796,
277,
13,
22046,
60,
198,
220,
220,
220,
44332,
62,
65,
11,
9892,
62,
65,
796,
685,
325,
2100,
7,
87,
11,
288,
7785,
58,
17,
4357,
17365,
11,
12940,
8,
329,
2124,
796,
277,
13,
22046,
60,
198,
220,
220,
220,
44332,
62,
397,
11,
9892,
62,
397,
796,
685,
325,
2100,
7,
87,
11,
288,
7785,
11,
17365,
11,
12940,
8,
329,
2124,
796,
277,
13,
22046,
60,
198,
220,
220,
220,
16605,
7,
87,
11,
9892,
62,
397,
8,
1343,
16605,
7,
34350,
62,
65,
11,
9892,
62,
64,
8,
1343,
16605,
7,
34350,
62,
64,
11,
9892,
62,
65,
8,
1343,
16605,
7,
34350,
62,
397,
11,
88,
8,
198,
437,
198
] | 2.066644 | 2,911 |
"""
module ViewerGL
3D `interactive Viewer` for geometric and topological data.
Helper module for Julia's native ``OpenGL visualization``, forked from [Plasm.jl](https://github.com/plasm-language/pyplasm/tree/master/src/plasm.jl). To be used with geometric models and geometric expressions from [LinearAlgebraicRepresentation.jl](https://github.com/cvdlab/LinearAlgebraicRepresentation.jl), the simplest data structures for geometric and solid modeling :-)
"""
module ViewerGL
using LinearAlgebra,StaticArrays
using ModernGL
using GLFW
import Base:*
include("Point.jl")
include("Box.jl")
include("Matrix.jl")
include("Quaternion.jl")
include("Frustum.jl")
include("GLUtils.jl")
include("GLVertexBuffer.jl")
include("GLVertexArray.jl")
include("GLMesh.jl")
include("GLShader.jl")
include("GLPhongShader.jl")
include("Viewer.jl")
include("Geometry.jl")
include("GLText.jl")
include("GLColorBuffer.jl")
const GLFrame2 = GLAxis(Point3d(0,0,0),Point3d(1,1,0))
const GLFrame = GLAxis(Point3d(0,0,0),Point3d(1,1,1))
end # module
| [
37811,
198,
197,
21412,
3582,
263,
8763,
198,
198,
18,
35,
4600,
3849,
5275,
3582,
263,
63,
329,
38445,
290,
1353,
2770,
1366,
13,
198,
198,
47429,
8265,
329,
22300,
338,
6868,
7559,
11505,
8763,
32704,
15506,
11,
329,
9091,
422,
685,
3646,
8597,
13,
20362,
16151,
5450,
1378,
12567,
13,
785,
14,
489,
8597,
12,
16129,
14,
9078,
489,
8597,
14,
21048,
14,
9866,
14,
10677,
14,
489,
8597,
13,
20362,
737,
1675,
307,
973,
351,
38445,
4981,
290,
38445,
14700,
422,
685,
14993,
451,
2348,
29230,
291,
40171,
341,
13,
20362,
16151,
5450,
1378,
12567,
13,
785,
14,
66,
20306,
23912,
14,
14993,
451,
2348,
29230,
291,
40171,
341,
13,
20362,
828,
262,
24043,
1366,
8573,
329,
38445,
290,
4735,
21128,
47226,
198,
37811,
198,
21412,
3582,
263,
8763,
628,
197,
3500,
44800,
2348,
29230,
11,
45442,
3163,
20477,
198,
197,
3500,
12495,
8763,
198,
197,
3500,
10188,
24160,
198,
197,
11748,
7308,
25,
9,
628,
197,
17256,
7203,
12727,
13,
20362,
4943,
198,
197,
17256,
7203,
14253,
13,
20362,
4943,
198,
197,
17256,
7203,
46912,
13,
20362,
4943,
198,
197,
17256,
7203,
4507,
9205,
295,
13,
20362,
4943,
198,
197,
17256,
7203,
6732,
436,
388,
13,
20362,
4943,
628,
197,
17256,
7203,
8763,
18274,
4487,
13,
20362,
4943,
198,
197,
17256,
7203,
8763,
13414,
16886,
28632,
13,
20362,
4943,
198,
197,
17256,
7203,
8763,
13414,
16886,
19182,
13,
20362,
4943,
198,
197,
17256,
7203,
8763,
37031,
13,
20362,
4943,
198,
197,
17256,
7203,
8763,
2484,
5067,
13,
20362,
4943,
198,
197,
17256,
7203,
8763,
2725,
506,
2484,
5067,
13,
20362,
4943,
628,
197,
17256,
7203,
7680,
263,
13,
20362,
4943,
198,
197,
17256,
7203,
10082,
15748,
13,
20362,
4943,
198,
197,
17256,
7203,
8763,
8206,
13,
20362,
4943,
198,
197,
17256,
7203,
8763,
10258,
28632,
13,
20362,
4943,
628,
197,
9979,
10188,
19778,
17,
796,
10188,
31554,
271,
7,
12727,
18,
67,
7,
15,
11,
15,
11,
15,
828,
12727,
18,
67,
7,
16,
11,
16,
11,
15,
4008,
198,
197,
9979,
10188,
19778,
796,
10188,
31554,
271,
7,
12727,
18,
67,
7,
15,
11,
15,
11,
15,
828,
12727,
18,
67,
7,
16,
11,
16,
11,
16,
4008,
628,
198,
437,
1303,
8265,
198
] | 2.861413 | 368 |
<filename>examples/collisions/Simulate_SlidingAndRollingBall.jl
"""
module Simulate_SlidingAndRollingBall
Simulates a ball that is first sliding and then rolling on a table.
"""
module Simulate_SlidingAndRollingBall
using Modia3D
import Modia3D.ModiaMath
vmatSolids = Material(color="Red" , transparency=0.0) # material of solids
vmatTable = Material(color="Green" , transparency=0.1) # material of table
LxTable = 3.0
LyTable = 0.5
LzTable = 0.02
diameter = 0.06
solidBall = Solid(SolidSphere(diameter), "BilliardBall", vmatSolids; contactMaterial="BilliardBall")
solidTable = Solid(SolidBox(LxTable, LyTable, LzTable) , "BilliardTable", vmatTable; contactMaterial = "BilliardTable")
@assembly RollingBall() begin
world = Object3D()
table = Object3D(world, solidTable, fixed=true , r=[1.5, 0.0, -LzTable/2])
ball = Object3D(world, solidBall , fixed=false, r=[0.2, 0.0, diameter/2], v_start=[3.0, 0.0, 0.0], visualizeFrame=true )
end
gravField = UniformGravityField(g=9.81, n=[0,0,-1])
rollingBall = RollingBall(sceneOptions=SceneOptions(gravityField=gravField, visualizeFrames=false,
defaultFrameLength=0.1, enableContactDetection=true))
# Modia3D.visualizeAssembly!( rollingBall )
model = SimulationModel(rollingBall)
result = ModiaMath.simulate!(model; stopTime=0.5, tolerance=1e-8, log=false)
ModiaMath.plot(result, [ "ball.r[1]" "ball.v[1]"
"ball.r[3]" "ball.w[2]"])
println("... success of examples/collisions/Simulate_SlidingAndRollingBall.jl!")
end
| [
27,
34345,
29,
1069,
12629,
14,
26000,
3279,
14,
8890,
5039,
62,
11122,
2530,
1870,
26869,
278,
23410,
13,
20362,
198,
37811,
198,
220,
220,
220,
8265,
3184,
5039,
62,
11122,
2530,
1870,
26869,
278,
23410,
198,
198,
8890,
15968,
257,
2613,
326,
318,
717,
22292,
290,
788,
10708,
319,
257,
3084,
13,
198,
37811,
198,
21412,
3184,
5039,
62,
11122,
2530,
1870,
26869,
278,
23410,
198,
198,
3500,
220,
3401,
544,
18,
35,
198,
11748,
3401,
544,
18,
35,
13,
5841,
544,
37372,
628,
198,
85,
6759,
36949,
2340,
220,
220,
796,
14633,
7,
8043,
2625,
7738,
1,
220,
220,
220,
220,
220,
220,
837,
13902,
28,
15,
13,
15,
8,
220,
220,
220,
1303,
2587,
286,
1540,
2340,
198,
85,
6759,
10962,
220,
220,
220,
796,
14633,
7,
8043,
2625,
13719,
1,
220,
220,
220,
220,
837,
13902,
28,
15,
13,
16,
8,
220,
220,
220,
1303,
2587,
286,
3084,
198,
198,
43,
87,
10962,
220,
796,
513,
13,
15,
198,
31633,
10962,
220,
796,
657,
13,
20,
198,
43,
89,
10962,
220,
796,
657,
13,
2999,
198,
67,
13173,
796,
657,
13,
3312,
198,
198,
39390,
23410,
220,
796,
15831,
7,
46933,
38882,
7,
67,
13173,
828,
366,
17798,
42425,
23410,
1600,
410,
6759,
36949,
2340,
26,
2800,
17518,
2625,
17798,
42425,
23410,
4943,
198,
39390,
10962,
796,
15831,
7,
46933,
14253,
7,
43,
87,
10962,
11,
9334,
10962,
11,
406,
89,
10962,
8,
837,
366,
17798,
42425,
10962,
1600,
410,
6759,
10962,
26,
2800,
17518,
796,
366,
17798,
42425,
10962,
4943,
628,
198,
31,
41873,
21567,
23410,
3419,
2221,
198,
220,
995,
796,
9515,
18,
35,
3419,
198,
220,
3084,
796,
9515,
18,
35,
7,
6894,
11,
4735,
10962,
11,
5969,
28,
7942,
837,
374,
41888,
16,
13,
20,
11,
657,
13,
15,
11,
532,
43,
89,
10962,
14,
17,
12962,
198,
220,
2613,
220,
796,
9515,
18,
35,
7,
6894,
11,
4735,
23410,
837,
5969,
28,
9562,
11,
374,
41888,
15,
13,
17,
11,
657,
13,
15,
11,
14753,
14,
17,
4357,
410,
62,
9688,
41888,
18,
13,
15,
11,
657,
13,
15,
11,
657,
13,
15,
4357,
38350,
19778,
28,
7942,
1267,
198,
437,
198,
198,
70,
4108,
15878,
220,
220,
796,
35712,
38,
16995,
15878,
7,
70,
28,
24,
13,
6659,
11,
299,
41888,
15,
11,
15,
12095,
16,
12962,
198,
18886,
23410,
796,
21567,
23410,
7,
29734,
29046,
28,
36542,
29046,
7,
46453,
15878,
28,
70,
4108,
15878,
11,
38350,
35439,
28,
9562,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
4277,
19778,
24539,
28,
15,
13,
16,
11,
7139,
17829,
11242,
3213,
28,
7942,
4008,
198,
198,
2,
3401,
544,
18,
35,
13,
41464,
1096,
49670,
0,
7,
10708,
23410,
1267,
198,
19849,
796,
41798,
17633,
7,
18886,
23410,
8,
198,
198,
20274,
796,
3401,
544,
37372,
13,
14323,
5039,
0,
7,
19849,
26,
2245,
7575,
28,
15,
13,
20,
11,
15621,
28,
16,
68,
12,
23,
11,
2604,
28,
9562,
8,
198,
198,
5841,
544,
37372,
13,
29487,
7,
20274,
11,
685,
366,
1894,
13,
81,
58,
16,
30866,
220,
366,
1894,
13,
85,
58,
16,
30866,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
366,
1894,
13,
81,
58,
18,
30866,
220,
366,
1894,
13,
86,
58,
17,
60,
8973,
8,
198,
198,
35235,
7203,
986,
1943,
286,
6096,
14,
26000,
3279,
14,
8890,
5039,
62,
11122,
2530,
1870,
26869,
278,
23410,
13,
20362,
2474,
8,
198,
437,
198
] | 2.512658 | 632 |
"""
SteMDerivative(x::Vector{Float64}, y::Vector{Float64})
This function evaluates the numerical derivative according to the SteM
algorithm, [Camera et al. 2017](https://arxiv.org/abs/1606.03451):
- a linear regression over ``x`` and ``y`` is performed
- if the points obtained with the fit are close enough (less than 0.01 relative
difference) the linear ansatz is satisfied and the slope gives the derivative
- if the linear ansatz is not satisfied, the external couple of points and the
linear regression is performed again till the linear ansatz is satisfied
"""
function SteMDerivative(x::Vector{Float64}, y::Vector{Float64})
x_copy = deepcopy(x)
y_copy = deepcopy(y)
if minimum(y) == maximum(y)
der = 0
else
nonlinear = true
while nonlinear
coefficients = CustomRegression(x_copy, y_copy)
y_fit = zeros(length(x_copy))
percent_diff = zeros(length(x_copy))
y_fit .= coefficients[1] .+ x_copy .* coefficients[2]
percent_diff = abs.((y_copy .- y_fit) ./ y_copy)
if all(percent_diff .<= 0.01) || length(x_copy) < 3
nonlinear = false
der = coefficients[2]
else
pop!(x_copy)
pop!(y_copy)
popfirst!(y_copy)
popfirst!(x_copy)
end
end
end
return der
end
| [
37811,
198,
220,
220,
220,
2441,
12740,
263,
452,
876,
7,
87,
3712,
38469,
90,
43879,
2414,
5512,
331,
3712,
38469,
90,
43879,
2414,
30072,
198,
198,
1212,
2163,
47850,
262,
29052,
27255,
1864,
284,
262,
2441,
44,
198,
282,
42289,
11,
685,
35632,
2123,
435,
13,
2177,
16151,
5450,
1378,
283,
87,
452,
13,
2398,
14,
8937,
14,
1433,
3312,
13,
3070,
36330,
2599,
198,
198,
12,
257,
14174,
20683,
625,
7559,
87,
15506,
290,
7559,
88,
15506,
318,
6157,
198,
198,
12,
611,
262,
2173,
6492,
351,
262,
4197,
389,
1969,
1576,
357,
1203,
621,
657,
13,
486,
3585,
198,
26069,
1945,
8,
262,
14174,
9093,
27906,
318,
11378,
290,
262,
22638,
3607,
262,
27255,
198,
198,
12,
611,
262,
14174,
9093,
27906,
318,
407,
11378,
11,
262,
7097,
3155,
286,
2173,
290,
262,
198,
29127,
20683,
318,
6157,
757,
10597,
262,
14174,
9093,
27906,
318,
11378,
198,
37811,
198,
8818,
2441,
12740,
263,
452,
876,
7,
87,
3712,
38469,
90,
43879,
2414,
5512,
331,
3712,
38469,
90,
43879,
2414,
30072,
198,
220,
220,
220,
2124,
62,
30073,
796,
2769,
30073,
7,
87,
8,
198,
220,
220,
220,
331,
62,
30073,
796,
2769,
30073,
7,
88,
8,
198,
220,
220,
220,
611,
5288,
7,
88,
8,
6624,
5415,
7,
88,
8,
198,
220,
220,
220,
220,
220,
220,
220,
4587,
796,
657,
198,
220,
220,
220,
2073,
198,
220,
220,
220,
220,
220,
220,
220,
1729,
29127,
796,
2081,
198,
220,
220,
220,
220,
220,
220,
220,
981,
1729,
29127,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
44036,
796,
8562,
8081,
2234,
7,
87,
62,
30073,
11,
331,
62,
30073,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
331,
62,
11147,
796,
1976,
27498,
7,
13664,
7,
87,
62,
30073,
4008,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1411,
62,
26069,
796,
1976,
27498,
7,
13664,
7,
87,
62,
30073,
4008,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
331,
62,
11147,
764,
28,
44036,
58,
16,
60,
764,
10,
2124,
62,
30073,
764,
9,
44036,
58,
17,
60,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1411,
62,
26069,
796,
2352,
12195,
7,
88,
62,
30073,
764,
12,
331,
62,
11147,
8,
24457,
331,
62,
30073,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
611,
477,
7,
25067,
62,
26069,
764,
27,
28,
657,
13,
486,
8,
8614,
4129,
7,
87,
62,
30073,
8,
1279,
513,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1729,
29127,
796,
3991,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
4587,
796,
44036,
58,
17,
60,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2073,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1461,
0,
7,
87,
62,
30073,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1461,
0,
7,
88,
62,
30073,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1461,
11085,
0,
7,
88,
62,
30073,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1461,
11085,
0,
7,
87,
62,
30073,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
886,
198,
220,
220,
220,
1441,
4587,
198,
437,
198
] | 2.29902 | 612 |
<filename>examples/loltools/featured-games.jl<gh_stars>1-10
using LOLTools.SpectatorV4
api_key = get(ENV, "RIOT_TOKEN", "")
platform = "kr"
featured = SpectatorV4.featured_games(api_key, platform)
# @info featured
@info sort(featured.gameList, by = x -> x.gameId)[1].participants
| [
27,
34345,
29,
1069,
12629,
14,
75,
5978,
10141,
14,
69,
20980,
12,
19966,
13,
20362,
27,
456,
62,
30783,
29,
16,
12,
940,
198,
3500,
35513,
33637,
13,
49738,
1352,
53,
19,
198,
198,
15042,
62,
2539,
796,
651,
7,
1677,
53,
11,
366,
7112,
2394,
62,
10468,
43959,
1600,
366,
4943,
198,
24254,
796,
366,
38584,
1,
198,
69,
20980,
796,
13058,
1352,
53,
19,
13,
69,
20980,
62,
19966,
7,
15042,
62,
2539,
11,
3859,
8,
198,
2,
2488,
10951,
8096,
198,
31,
10951,
3297,
7,
69,
20980,
13,
6057,
8053,
11,
416,
796,
2124,
4613,
2124,
13,
6057,
7390,
38381,
16,
4083,
48013,
1187,
198
] | 2.577982 | 109 |
function boardtest{Lib<:PolyhedraLibrary}(lib::Lib)
A1 = -eye(Int, 9) # x >= 0
b1 = zeros(Int, 9)
A2 = eye(Int, 9) # x <= 1
b2 = ones(Int, 9)
A3 = zeros(Int, 9, 9)
b3 = 3 * ones(Int, 9)
i = 1
for a = 1:3
for b = (a+1):3
for c = 1:3
for d = (c+1):3
ac = a + (c-1) * 3
ad = a + (d-1) * 3
bc = b + (c-1) * 3
bd = b + (d-1) * 3
A3[i, ac] = 1
A3[i, ad] = 1
A3[i, bc] = 1
A3[i, bd] = 1
i += 1
end
end
end
end
A = [A1; A2; A3]
b = [b1; b2; b3]
ine = SimpleHRepresentation(A, b)
poly = polyhedron(ine, lib)
@test !isempty(poly)
ext = SimpleVRepresentation(getgenerators(poly))
target = ones(Int, 9) * (3 // 4)
ok = false
for i = 1:size(ext.V, 1)
# In julia v0.4 [i,:] returns a row matrix and in v0.5 it is
# a 1D vector hence the use of vec
if vec(ext.V[i,:]) == target
ok = true
end
end
@test ok
cutA = ones(Int, 1, 9)
cutb = 6
Acut = [cutA; A]
bcut = [cutb; b]
inecut = SimpleHRepresentation(Acut, bcut)
polycut = polyhedron(inecut, lib)
@test !isempty(polycut)
#(isredundant, certificate) = isredundantinequality(polycut, 1)
#@test !isredundant
#@test certificate == target
@test !isredundantinequality(polycut, 1)
@test IntSet([]) == getredundantinequalities(polycut)
#(issredundant, scertificate) = isstronglyredundantinequality(polycut, 1)
#@test !issredundant
#@test scertificate == target
#@test IntSet([]) == getstronglyredundantinequalities(polycut)
end
| [
8818,
3096,
9288,
90,
25835,
27,
25,
34220,
704,
430,
23377,
92,
7,
8019,
3712,
25835,
8,
198,
220,
317,
16,
796,
532,
25379,
7,
5317,
11,
860,
8,
1303,
2124,
18189,
657,
198,
220,
275,
16,
796,
1976,
27498,
7,
5317,
11,
860,
8,
198,
220,
317,
17,
796,
4151,
7,
5317,
11,
860,
8,
1303,
2124,
19841,
352,
198,
220,
275,
17,
796,
3392,
7,
5317,
11,
860,
8,
198,
220,
317,
18,
796,
1976,
27498,
7,
5317,
11,
860,
11,
860,
8,
198,
220,
275,
18,
796,
513,
1635,
3392,
7,
5317,
11,
860,
8,
198,
220,
1312,
796,
352,
198,
220,
329,
257,
796,
352,
25,
18,
198,
220,
220,
220,
329,
275,
796,
357,
64,
10,
16,
2599,
18,
198,
220,
220,
220,
220,
220,
329,
269,
796,
352,
25,
18,
198,
220,
220,
220,
220,
220,
220,
220,
329,
288,
796,
357,
66,
10,
16,
2599,
18,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
936,
796,
257,
1343,
357,
66,
12,
16,
8,
1635,
513,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
512,
796,
257,
1343,
357,
67,
12,
16,
8,
1635,
513,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
47125,
796,
275,
1343,
357,
66,
12,
16,
8,
1635,
513,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
275,
67,
796,
275,
1343,
357,
67,
12,
16,
8,
1635,
513,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
317,
18,
58,
72,
11,
936,
60,
796,
352,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
317,
18,
58,
72,
11,
512,
60,
796,
352,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
317,
18,
58,
72,
11,
47125,
60,
796,
352,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
317,
18,
58,
72,
11,
275,
67,
60,
796,
352,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1312,
15853,
352,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
886,
198,
220,
886,
198,
220,
317,
796,
685,
32,
16,
26,
317,
17,
26,
317,
18,
60,
198,
220,
275,
796,
685,
65,
16,
26,
275,
17,
26,
275,
18,
60,
198,
220,
287,
68,
796,
17427,
39,
40171,
341,
7,
32,
11,
275,
8,
198,
220,
7514,
796,
7514,
704,
1313,
7,
500,
11,
9195,
8,
198,
220,
2488,
9288,
5145,
271,
28920,
7,
35428,
8,
198,
220,
1070,
220,
796,
17427,
53,
40171,
341,
7,
1136,
8612,
2024,
7,
35428,
4008,
198,
220,
2496,
796,
3392,
7,
5317,
11,
860,
8,
1635,
357,
18,
3373,
604,
8,
198,
220,
12876,
796,
3991,
198,
220,
329,
1312,
796,
352,
25,
7857,
7,
2302,
13,
53,
11,
352,
8,
198,
220,
220,
220,
1303,
554,
474,
43640,
410,
15,
13,
19,
685,
72,
11,
47715,
5860,
257,
5752,
17593,
290,
287,
410,
15,
13,
20,
340,
318,
198,
220,
220,
220,
1303,
257,
352,
35,
15879,
12891,
262,
779,
286,
43030,
198,
220,
220,
220,
611,
43030,
7,
2302,
13,
53,
58,
72,
11,
25,
12962,
6624,
2496,
198,
220,
220,
220,
220,
220,
12876,
796,
2081,
198,
220,
220,
220,
886,
198,
220,
886,
198,
220,
2488,
9288,
12876,
628,
220,
2005,
32,
796,
3392,
7,
5317,
11,
352,
11,
860,
8,
198,
220,
2005,
65,
796,
718,
198,
220,
4013,
315,
796,
685,
8968,
32,
26,
317,
60,
198,
220,
275,
8968,
796,
685,
8968,
65,
26,
275,
60,
198,
220,
287,
721,
315,
796,
17427,
39,
40171,
341,
7,
32,
8968,
11,
275,
8968,
8,
198,
220,
7514,
8968,
796,
7514,
704,
1313,
7,
500,
8968,
11,
9195,
8,
198,
220,
2488,
9288,
5145,
271,
28920,
7,
35428,
8968,
8,
198,
220,
1303,
7,
271,
445,
917,
415,
11,
10703,
8,
796,
318,
445,
917,
29003,
13237,
7,
35428,
8968,
11,
352,
8,
198,
220,
1303,
31,
9288,
5145,
271,
445,
917,
415,
198,
220,
1303,
31,
9288,
10703,
6624,
2496,
198,
220,
2488,
9288,
5145,
271,
445,
917,
29003,
13237,
7,
35428,
8968,
11,
352,
8,
198,
220,
2488,
9288,
2558,
7248,
26933,
12962,
6624,
651,
445,
917,
29003,
13255,
871,
7,
35428,
8968,
8,
198,
1303,
7,
747,
445,
917,
415,
11,
629,
861,
22460,
8,
796,
318,
11576,
306,
445,
917,
29003,
13237,
7,
35428,
8968,
11,
352,
8,
198,
1303,
31,
9288,
5145,
747,
445,
917,
415,
198,
1303,
31,
9288,
629,
861,
22460,
6624,
2496,
198,
1303,
31,
9288,
2558,
7248,
26933,
12962,
6624,
651,
11576,
306,
445,
917,
29003,
13255,
871,
7,
35428,
8968,
8,
198,
437,
198
] | 2.029639 | 776 |
"""
Oscillator{T<:Float64}
Custom type to represent a SDOF oscillator. The type has two fields:
- `f_n` is the natural frequency of the oscillator
- `ζ_n` is the damping ratio
# Examples
```julia-repl
sdof = Oscillator( 1.0, 0.05 )
```
"""
struct Oscillator{T<:Float64}
f_n::T
ζ_n::T
end
"""
Oscillator(f_n)
Default initializer setting the damping ratio to 5% of critical
- `f_n` is the natural frequency of the oscillator (in Hz)
# Examples
```julia-repl
f_n = 2.0
sdof = Oscillator(f_n)
```
"""
Oscillator(f_n::T) where {T<:Float64} = Oscillator(f_n, 0.05)
"""
period(sdof::Oscillator)
Natural period (s) of the sdof Oscillator.
"""
function period(sdof::Oscillator)
return 1.0/sdof.f_n
end
@doc raw"""
transfer(f::T, sdof::Oscillator) where {T<:Real}
Compute the modulus of the transfer function for a SDOF system.
The transfer function is defined as:
```math
|H(f,f_n,\zeta_n)| = \frac{1}{\sqrt{ \left(1 - \beta^2 \right)^2 + \left(2\zeta_n\beta\right)^2 }}
```
where ``\beta`` is the tuning ratio defined by ``f/f_n``.
# Examples
```julia-repl
f = 2.0
sdof = Oscillator(1.0, 0.05)
Hf = transfer(f, sdof)
```
See also: [`squared_transfer`](@ref)
"""
function transfer(f, sdof::Oscillator)
# tuning ratio
β = f / sdof.f_n
return 1.0 / sqrt( (1.0 - β^2)^2 + (2sdof.ζ_n*β)^2 )
end
"""
squared_transfer(f, sdof::Oscillator)
Compute the square of the transfer function for a SDOF system, `sdof`, at frequency `f`.
# Examples
```julia-repl
f = 2.0
# create sdof with natural frequency f_n=1.0 and damping ζ=0.05
sdof = Oscillator( 1.0, 0.05 )
Hf2 = squared_transfer( f, sdof )
```
See also: [`transfer`](@ref)
"""
function squared_transfer(f, sdof::Oscillator)
# tuning ratio
β = f / sdof.f_n
return 1.0 / ( (1.0 - β^2)^2 + (2sdof.ζ_n*β)^2 )
end
"""
transfer(f::Vector{T}, sdof::Oscillator) where T<:Real
Computes the modulus of the transfer function of a SDOF for a vector of frequencies
- `f::Vector` is the vector of frequencies
- `sdof::Oscillator` is the oscillator instance
# Examples
```julia-repl
f = collect(range(0.1, stop=10.0, step=0.01))
sdof = Oscillator(1.0)
Hf = transfer(f, sdof)
```
"""
function transfer(f::Vector{T}, sdof::Oscillator) where T<:Real
# tuning ratio
Hf = similar(f)
for i in 1:length(f)
@inbounds Hf[i] = transfer(f[i], sdof)
end
return Hf
end
"""
transfer!(Hf::Vector{T}, f::Vector{T}, sdof::Oscillator) where T<:Real
Computes the modulus of the transfer function of a SDOF for a vector of frequencies in place
- `Hf::Vector` is the pre-allocated vector into which the results are stored
- `f::Vector` is the vector of frequencies
- `sdof::Oscillator` is the oscillator instance
# Examples
```julia-repl
f = collect(range(0.1, stop=10.0, step=0.01))
sdof = Oscillator(1.0)
Hf = similar(f)
transfer!(Hf, f, sdof)
```
"""
function transfer!(Hf::Vector{T}, f::Vector{T}, sdof::Oscillator) where T<:Real
for i in 1:length(f)
@inbounds Hf[i] = transfer(f[i],sdof)
end
return nothing
end
"""
squared_transfer!(Hf2::Vector{T}, f::Vector{T}, sdof::Oscillator) where T<:Real
Computes the square of the modulus of the transfer function of a SDOF for a vector of frequencies in place:
- `Hf2::Vector` is the pre-allocated vector into which the results are stored
- `f::Vector` is the vector of frequencies
- `sdof::Oscillator` is the oscillator instance
Inputs derive from the `Real` type and so are differentiable.
# Examples
```julia-repl
f = collect(range(0.1, stop=10.0, step=0.01))
sdof = Oscillator(1.0)
Hf2 = similar(f)
squared_transfer!(Hf2, f, sdof)
```
"""
function squared_transfer!(Hf2::Vector{T}, f::Vector{T}, sdof::Oscillator) where T<:Real
for i in 1:length(f)
@inbounds Hf2[i] = squared_transfer(f[i],sdof)
end
return nothing
end
"""
squared_transfer!(Hf2::Vector, f::Vector, sdof::Oscillator)
Computes the square of the modulus of the transfer function of a SDOF for a vector of frequencies in place:
- `Hf2::Vector` is the pre-allocated vector into which the results are stored
- `f::Vector` is the vector of frequencies
- `sdof::Oscillator` is the oscillator instance
# Examples
```julia-repl
f = collect(range(0.1, stop=10.0, step=0.01))
sdof = Oscillator(1.0)
Hf2 = similar(f)
squared_transfer!(Hf2, f, sdof)
```
"""
function squared_transfer!(Hf2::Vector, f::Vector, sdof::Oscillator)
for i in 1:length(f)
Hf2[i] = squared_transfer(f[i],sdof)
end
return nothing
end
| [
198,
37811,
198,
220,
220,
220,
440,
22360,
1352,
90,
51,
27,
25,
43879,
2414,
92,
198,
198,
15022,
2099,
284,
2380,
257,
9834,
19238,
24969,
1352,
13,
383,
2099,
468,
734,
7032,
25,
198,
220,
532,
4600,
69,
62,
77,
63,
318,
262,
3288,
8373,
286,
262,
24969,
1352,
198,
220,
532,
4600,
138,
114,
62,
77,
63,
318,
262,
21151,
278,
8064,
198,
198,
2,
21066,
198,
15506,
63,
73,
43640,
12,
35666,
198,
220,
220,
220,
45647,
1659,
796,
440,
22360,
1352,
7,
352,
13,
15,
11,
657,
13,
2713,
1267,
198,
15506,
63,
198,
37811,
198,
7249,
440,
22360,
1352,
90,
51,
27,
25,
43879,
2414,
92,
198,
220,
220,
220,
277,
62,
77,
3712,
51,
198,
220,
220,
220,
7377,
114,
62,
77,
3712,
51,
198,
437,
628,
198,
37811,
198,
220,
220,
220,
440,
22360,
1352,
7,
69,
62,
77,
8,
198,
198,
19463,
4238,
7509,
4634,
262,
21151,
278,
8064,
284,
642,
4,
286,
4688,
198,
220,
532,
4600,
69,
62,
77,
63,
318,
262,
3288,
8373,
286,
262,
24969,
1352,
357,
259,
26109,
8,
198,
198,
2,
1849,
27730,
198,
15506,
63,
73,
43640,
12,
35666,
198,
220,
220,
220,
277,
62,
77,
796,
362,
13,
15,
198,
220,
220,
220,
45647,
1659,
796,
440,
22360,
1352,
7,
69,
62,
77,
8,
198,
15506,
63,
198,
37811,
198,
46,
22360,
1352,
7,
69,
62,
77,
3712,
51,
8,
810,
1391,
51,
27,
25,
43879,
2414,
92,
796,
440,
22360,
1352,
7,
69,
62,
77,
11,
657,
13,
2713,
8,
628,
198,
37811,
198,
197,
41007,
7,
21282,
1659,
3712,
46,
22360,
1352,
8,
198,
198,
35364,
2278,
357,
82,
8,
286,
262,
45647,
1659,
440,
22360,
1352,
13,
198,
37811,
198,
8818,
2278,
7,
21282,
1659,
3712,
46,
22360,
1352,
8,
198,
197,
7783,
352,
13,
15,
14,
21282,
1659,
13,
69,
62,
77,
198,
437,
198,
198,
31,
15390,
8246,
37811,
198,
220,
220,
220,
4351,
7,
69,
3712,
51,
11,
45647,
1659,
3712,
46,
22360,
1352,
8,
810,
1391,
51,
27,
25,
15633,
92,
198,
198,
7293,
1133,
262,
953,
23515,
286,
262,
4351,
2163,
329,
257,
9834,
19238,
1080,
13,
198,
198,
464,
4351,
2163,
318,
5447,
355,
25,
198,
15506,
63,
11018,
198,
91,
39,
7,
69,
11,
69,
62,
77,
11,
59,
89,
17167,
62,
77,
14726,
796,
3467,
31944,
90,
16,
18477,
59,
31166,
17034,
90,
3467,
9464,
7,
16,
532,
3467,
31361,
61,
17,
3467,
3506,
8,
61,
17,
1343,
3467,
9464,
7,
17,
59,
89,
17167,
62,
77,
59,
31361,
59,
3506,
8,
61,
17,
34949,
198,
15506,
63,
198,
3003,
7559,
59,
31361,
15506,
318,
262,
24549,
8064,
5447,
416,
7559,
69,
14,
69,
62,
77,
15506,
13,
198,
198,
2,
21066,
198,
15506,
63,
73,
43640,
12,
35666,
198,
220,
220,
220,
277,
796,
362,
13,
15,
198,
220,
220,
220,
45647,
1659,
796,
440,
22360,
1352,
7,
16,
13,
15,
11,
657,
13,
2713,
8,
198,
220,
220,
220,
367,
69,
796,
4351,
7,
69,
11,
45647,
1659,
8,
198,
15506,
63,
198,
198,
6214,
635,
25,
685,
63,
16485,
1144,
62,
39437,
63,
16151,
31,
5420,
8,
198,
37811,
198,
8818,
4351,
7,
69,
11,
45647,
1659,
3712,
46,
22360,
1352,
8,
198,
220,
220,
220,
1303,
24549,
8064,
198,
220,
220,
220,
27169,
796,
277,
1220,
45647,
1659,
13,
69,
62,
77,
198,
220,
220,
220,
1441,
352,
13,
15,
1220,
19862,
17034,
7,
357,
16,
13,
15,
532,
27169,
61,
17,
8,
61,
17,
1343,
357,
17,
21282,
1659,
13,
138,
114,
62,
77,
9,
26638,
8,
61,
17,
1267,
198,
437,
628,
198,
37811,
198,
197,
16485,
1144,
62,
39437,
7,
69,
11,
45647,
1659,
3712,
46,
22360,
1352,
8,
198,
198,
7293,
1133,
262,
6616,
286,
262,
4351,
2163,
329,
257,
9834,
19238,
1080,
11,
4600,
21282,
1659,
47671,
379,
8373,
4600,
69,
44646,
198,
198,
2,
21066,
198,
15506,
63,
73,
43640,
12,
35666,
198,
197,
69,
796,
362,
13,
15,
198,
197,
2,
2251,
45647,
1659,
351,
3288,
8373,
277,
62,
77,
28,
16,
13,
15,
290,
21151,
278,
7377,
114,
28,
15,
13,
2713,
198,
197,
21282,
1659,
796,
440,
22360,
1352,
7,
352,
13,
15,
11,
657,
13,
2713,
1267,
198,
197,
39,
69,
17,
796,
44345,
62,
39437,
7,
277,
11,
45647,
1659,
1267,
198,
15506,
63,
198,
198,
6214,
635,
25,
685,
63,
39437,
63,
16151,
31,
5420,
8,
198,
37811,
198,
8818,
44345,
62,
39437,
7,
69,
11,
45647,
1659,
3712,
46,
22360,
1352,
8,
198,
220,
220,
220,
1303,
24549,
8064,
198,
220,
220,
220,
27169,
796,
277,
1220,
45647,
1659,
13,
69,
62,
77,
198,
220,
220,
220,
1441,
352,
13,
15,
1220,
357,
357,
16,
13,
15,
532,
27169,
61,
17,
8,
61,
17,
1343,
357,
17,
21282,
1659,
13,
138,
114,
62,
77,
9,
26638,
8,
61,
17,
1267,
198,
437,
628,
198,
37811,
198,
220,
220,
220,
4351,
7,
69,
3712,
38469,
90,
51,
5512,
45647,
1659,
3712,
46,
22360,
1352,
8,
810,
309,
27,
25,
15633,
198,
198,
7293,
1769,
262,
953,
23515,
286,
262,
4351,
2163,
286,
257,
9834,
19238,
329,
257,
15879,
286,
19998,
198,
220,
532,
4600,
69,
3712,
38469,
63,
318,
262,
15879,
286,
19998,
198,
220,
532,
4600,
21282,
1659,
3712,
46,
22360,
1352,
63,
318,
262,
24969,
1352,
4554,
198,
198,
2,
21066,
198,
15506,
63,
73,
43640,
12,
35666,
198,
220,
277,
796,
2824,
7,
9521,
7,
15,
13,
16,
11,
2245,
28,
940,
13,
15,
11,
2239,
28,
15,
13,
486,
4008,
198,
220,
45647,
1659,
796,
440,
22360,
1352,
7,
16,
13,
15,
8,
198,
220,
367,
69,
796,
4351,
7,
69,
11,
45647,
1659,
8,
198,
15506,
63,
198,
37811,
198,
8818,
4351,
7,
69,
3712,
38469,
90,
51,
5512,
45647,
1659,
3712,
46,
22360,
1352,
8,
810,
309,
27,
25,
15633,
198,
220,
220,
220,
1303,
24549,
8064,
198,
220,
220,
220,
367,
69,
796,
2092,
7,
69,
8,
198,
220,
220,
220,
329,
1312,
287,
352,
25,
13664,
7,
69,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
259,
65,
3733,
367,
69,
58,
72,
60,
796,
4351,
7,
69,
58,
72,
4357,
45647,
1659,
8,
198,
220,
220,
220,
886,
198,
220,
220,
220,
1441,
367,
69,
198,
437,
628,
198,
37811,
198,
220,
220,
220,
4351,
0,
7,
39,
69,
3712,
38469,
90,
51,
5512,
277,
3712,
38469,
90,
51,
5512,
45647,
1659,
3712,
46,
22360,
1352,
8,
810,
309,
27,
25,
15633,
198,
198,
7293,
1769,
262,
953,
23515,
286,
262,
4351,
2163,
286,
257,
9834,
19238,
329,
257,
15879,
286,
19998,
287,
1295,
198,
197,
12,
4600,
39,
69,
3712,
38469,
63,
318,
262,
662,
12,
439,
10533,
15879,
656,
543,
262,
2482,
389,
8574,
198,
220,
220,
220,
532,
4600,
69,
3712,
38469,
63,
318,
262,
15879,
286,
19998,
198,
220,
220,
220,
532,
4600,
21282,
1659,
3712,
46,
22360,
1352,
63,
318,
262,
24969,
1352,
4554,
198,
198,
2,
21066,
198,
15506,
63,
73,
43640,
12,
35666,
198,
220,
220,
220,
277,
796,
2824,
7,
9521,
7,
15,
13,
16,
11,
2245,
28,
940,
13,
15,
11,
2239,
28,
15,
13,
486,
4008,
198,
220,
220,
220,
45647,
1659,
796,
440,
22360,
1352,
7,
16,
13,
15,
8,
198,
220,
220,
220,
367,
69,
796,
2092,
7,
69,
8,
198,
220,
220,
220,
4351,
0,
7,
39,
69,
11,
277,
11,
45647,
1659,
8,
198,
15506,
63,
198,
37811,
198,
8818,
4351,
0,
7,
39,
69,
3712,
38469,
90,
51,
5512,
277,
3712,
38469,
90,
51,
5512,
45647,
1659,
3712,
46,
22360,
1352,
8,
810,
309,
27,
25,
15633,
198,
197,
1640,
1312,
287,
352,
25,
13664,
7,
69,
8,
198,
197,
197,
31,
259,
65,
3733,
367,
69,
58,
72,
60,
796,
4351,
7,
69,
58,
72,
4357,
21282,
1659,
8,
198,
197,
437,
198,
197,
7783,
2147,
198,
437,
198,
198,
37811,
198,
220,
220,
220,
44345,
62,
39437,
0,
7,
39,
69,
17,
3712,
38469,
90,
51,
5512,
277,
3712,
38469,
90,
51,
5512,
45647,
1659,
3712,
46,
22360,
1352,
8,
810,
309,
27,
25,
15633,
198,
198,
7293,
1769,
262,
6616,
286,
262,
953,
23515,
286,
262,
4351,
2163,
286,
257,
9834,
19238,
329,
257,
15879,
286,
19998,
287,
1295,
25,
198,
197,
12,
4600,
39,
69,
17,
3712,
38469,
63,
318,
262,
662,
12,
439,
10533,
15879,
656,
543,
262,
2482,
389,
8574,
198,
220,
220,
220,
532,
4600,
69,
3712,
38469,
63,
318,
262,
15879,
286,
19998,
198,
220,
220,
220,
532,
4600,
21282,
1659,
3712,
46,
22360,
1352,
63,
318,
262,
24969,
1352,
4554,
198,
20560,
82,
27099,
422,
262,
4600,
15633,
63,
2099,
290,
523,
389,
1180,
3379,
13,
198,
198,
2,
21066,
198,
15506,
63,
73,
43640,
12,
35666,
198,
220,
220,
220,
277,
796,
2824,
7,
9521,
7,
15,
13,
16,
11,
2245,
28,
940,
13,
15,
11,
2239,
28,
15,
13,
486,
4008,
198,
220,
220,
220,
45647,
1659,
796,
440,
22360,
1352,
7,
16,
13,
15,
8,
198,
220,
220,
220,
367,
69,
17,
796,
2092,
7,
69,
8,
198,
220,
220,
220,
44345,
62,
39437,
0,
7,
39,
69,
17,
11,
277,
11,
45647,
1659,
8,
198,
15506,
63,
198,
37811,
198,
8818,
44345,
62,
39437,
0,
7,
39,
69,
17,
3712,
38469,
90,
51,
5512,
277,
3712,
38469,
90,
51,
5512,
45647,
1659,
3712,
46,
22360,
1352,
8,
810,
309,
27,
25,
15633,
198,
197,
1640,
1312,
287,
352,
25,
13664,
7,
69,
8,
198,
197,
197,
31,
259,
65,
3733,
367,
69,
17,
58,
72,
60,
796,
44345,
62,
39437,
7,
69,
58,
72,
4357,
21282,
1659,
8,
198,
197,
437,
198,
197,
7783,
2147,
198,
437,
198,
198,
37811,
198,
220,
220,
220,
44345,
62,
39437,
0,
7,
39,
69,
17,
3712,
38469,
11,
277,
3712,
38469,
11,
45647,
1659,
3712,
46,
22360,
1352,
8,
198,
198,
7293,
1769,
262,
6616,
286,
262,
953,
23515,
286,
262,
4351,
2163,
286,
257,
9834,
19238,
329,
257,
15879,
286,
19998,
287,
1295,
25,
198,
197,
12,
4600,
39,
69,
17,
3712,
38469,
63,
318,
262,
662,
12,
439,
10533,
15879,
656,
543,
262,
2482,
389,
8574,
198,
220,
220,
220,
532,
4600,
69,
3712,
38469,
63,
318,
262,
15879,
286,
19998,
198,
220,
220,
220,
532,
4600,
21282,
1659,
3712,
46,
22360,
1352,
63,
318,
262,
24969,
1352,
4554,
198,
198,
2,
21066,
198,
15506,
63,
73,
43640,
12,
35666,
198,
220,
220,
220,
277,
796,
2824,
7,
9521,
7,
15,
13,
16,
11,
2245,
28,
940,
13,
15,
11,
2239,
28,
15,
13,
486,
4008,
198,
220,
220,
220,
45647,
1659,
796,
440,
22360,
1352,
7,
16,
13,
15,
8,
198,
220,
220,
220,
367,
69,
17,
796,
2092,
7,
69,
8,
198,
220,
220,
220,
44345,
62,
39437,
0,
7,
39,
69,
17,
11,
277,
11,
45647,
1659,
8,
198,
15506,
63,
198,
37811,
198,
8818,
44345,
62,
39437,
0,
7,
39,
69,
17,
3712,
38469,
11,
277,
3712,
38469,
11,
45647,
1659,
3712,
46,
22360,
1352,
8,
198,
197,
1640,
1312,
287,
352,
25,
13664,
7,
69,
8,
198,
197,
197,
39,
69,
17,
58,
72,
60,
796,
44345,
62,
39437,
7,
69,
58,
72,
4357,
21282,
1659,
8,
198,
197,
437,
198,
197,
7783,
2147,
198,
437,
198
] | 2.426978 | 1,883 |
using ModelingToolkit
using SteadyStateDiffEq
using Test
@parameters t r
@variables x(t)
@derivatives D'~t
eqs = [D(x) ~ x^2-r]
de = ODESystem(eqs)
for factor in [1e-1, 1e0, 1e10], u0_p in [(2.34,2.676),(22.34,1.632),(.3,15.676),(0.3,0.006)]
u0 = [x => factor*u0_p[1]]
p = [r => factor*u0_p[2]]
ss_prob = SteadyStateProblem(de,u0,p)
sol = solve(ss_prob,SSRootfind()).u[1]
@test abs(sol^2 - factor*u0_p[2]) < 1e-8
ss_prob = SteadyStateProblemExpr(de,u0,p)
sol_expr = solve(eval(ss_prob),SSRootfind()).u[1]
@test all(x->x==0,sol-sol_expr)
end
| [
3500,
9104,
278,
25391,
15813,
198,
3500,
45445,
88,
9012,
28813,
36,
80,
198,
3500,
6208,
198,
198,
31,
17143,
7307,
256,
374,
198,
31,
25641,
2977,
2124,
7,
83,
8,
198,
31,
1082,
452,
2929,
360,
6,
93,
83,
198,
27363,
82,
796,
685,
35,
7,
87,
8,
5299,
2124,
61,
17,
12,
81,
60,
198,
2934,
796,
440,
30910,
6781,
7,
27363,
82,
8,
198,
198,
1640,
5766,
287,
685,
16,
68,
12,
16,
11,
352,
68,
15,
11,
352,
68,
940,
4357,
334,
15,
62,
79,
287,
47527,
17,
13,
2682,
11,
17,
13,
42548,
828,
7,
1828,
13,
2682,
11,
16,
13,
21,
2624,
828,
7,
13,
18,
11,
1314,
13,
42548,
828,
7,
15,
13,
18,
11,
15,
13,
28041,
15437,
198,
220,
220,
220,
334,
15,
796,
685,
87,
5218,
5766,
9,
84,
15,
62,
79,
58,
16,
11907,
198,
220,
220,
220,
279,
796,
685,
81,
5218,
5766,
9,
84,
15,
62,
79,
58,
17,
11907,
198,
220,
220,
220,
37786,
62,
1676,
65,
796,
45445,
88,
9012,
40781,
7,
2934,
11,
84,
15,
11,
79,
8,
198,
220,
220,
220,
1540,
796,
8494,
7,
824,
62,
1676,
65,
11,
5432,
30016,
19796,
3419,
737,
84,
58,
16,
60,
198,
220,
220,
220,
2488,
9288,
2352,
7,
34453,
61,
17,
532,
5766,
9,
84,
15,
62,
79,
58,
17,
12962,
1279,
352,
68,
12,
23,
198,
220,
220,
220,
37786,
62,
1676,
65,
796,
45445,
88,
9012,
40781,
3109,
1050,
7,
2934,
11,
84,
15,
11,
79,
8,
198,
220,
220,
220,
1540,
62,
31937,
796,
8494,
7,
18206,
7,
824,
62,
1676,
65,
828,
5432,
30016,
19796,
3419,
737,
84,
58,
16,
60,
198,
220,
220,
220,
2488,
9288,
477,
7,
87,
3784,
87,
855,
15,
11,
34453,
12,
34453,
62,
31937,
8,
198,
437,
198
] | 1.891447 | 304 |
<filename>src/multiTracer.jl
#= ============================================
Generate 𝐹 and ∇ₓ𝐹 from user input
============================================ =#
# TODO replace this with DiffEqOperators when possible
struct LinearOperators{T<:Tuple}
ops::T
end
LinearOperators(ops...) = LinearOperators((ops...,))
SparseArrays.blockdiag(As::LinearOperators...) = blockdiag([sum(A.ops) for A in As]...)
function LinearAlgebra.mul!(du, A::LinearOperators, u, α, β)
for (i, op) in enumerate(A.ops)
(i==1) ? mul!(du, op, u, α, β) : mul!(du, op, u, α, 1)
end
du
end
LinearAlgebra.factorize(A::LinearOperators) = factorize(sum(A.ops))
Base.:\(A::LinearOperators, u::AbstractArray) = factorize(A) \ u
Base.:+(A::LinearOperators, B::AbstractSparseArray) = LinearOperators(A.ops..., B)
Base.:+(B::AbstractSparseArray, A::LinearOperators) = A + B
function Base.:*(A::LinearOperators, u::AbstractArray) # has to be same type!
du = similar(u)
mul!(du, A, u, 1, 0)
end
export LinearOperators
# AIBECSFunction creates an ODEFunction from the Ts and Gs
AIBECSFunction(T::AbstractSparseArray, G::Function) = AIBECSFunction(p -> T, G, T.n)
AIBECSFunction(T::Function, G::Function, nb::Int) = AIBECSFunction(T, (G,), nb)
function AIBECSFunction(T::Function, Gs::Tuple, nb::Int)
nt = length(Gs) # if a single T is given, then nt is given by the number of Gs
Tidx = ones(Int64, nt) # and all the tracers share the same T
AIBECSFunction((T,), Gs, nb, nt, Tidx)
end
function AIBECSFunction(Ts::Tuple, Gs::Tuple, nb::Int, nt::Int=length(Ts), Tidx::AbstractVector=1:nt)
if all(isinplace(G, nt + 2) for G in Gs) # +2 to account for dx and p
iipAIBECSFunction(Ts, Gs, nb, nt, Tidx)
else
oopAIBECSFunction(Ts, Gs, nb, nt, Tidx)
end
end
function iipAIBECSFunction(Ts, Gs, nb, nt=length(Ts), Tidx=1:nt)
tracers(u) = state_to_tracers(u, nb, nt)
tracer(u, i) = state_to_tracer(u, nb, nt, i)
function G(du, u, p)
for j in 1:nt
Gs[j](tracer(du, j), tracers(u)..., p)
end
du
end
function f(du, u, p, t=0)
G(du, u, p)
for jT in eachindex(Ts)
op = Ts[jT](p)
for j in findall(Tidx .== jT)
mul!(tracer(du, j), op, tracer(u, j), -1, 1)
end
end
du
end
# Jacobian
∇ₓG(u, p) = inplace_local_jacobian(Gs, u, p, nt, nb)
function T(p)
uniqueTs = [Tⱼ(p) for Tⱼ in Ts]
blockdiag([uniqueTs[Tidx[j]] for j in 1:nt]...)
end
jac(u, p, t=0) = ∇ₓG(u, p) - T(p)
return ODEFunction{true}(f, jac=jac)
end
function oopAIBECSFunction(Ts, Gs, nb, nt=length(Ts), Tidx=1:nt)
tracers(u) = state_to_tracers(u, nb, nt)
tracer(u, i) = state_to_tracer(u, nb, nt, i)
G(u, p) = reduce(vcat, Gⱼ(tracers(u)..., p) for Gⱼ in Gs)
function f(u, p, t=0)
du = copy(G(u, p))
for jT in eachindex(Ts)
op = Ts[jT](p)
for j in findall(Tidx .== jT)
mul!(tracer(du, j), op, tracer(u, j), -1, 1)
end
end
du
end
# Jacobian
∇ₓG(u, p) = local_jacobian(Gs, u, p, nt, nb)
function T(p)
uniqueTs = [Tⱼ(p) for Tⱼ in Ts]
blockdiag([uniqueTs[Tidx[j]] for j in 1:nt]...)
end
jac(u, p, t=0) = ∇ₓG(u, p) - T(p)
return ODEFunction(f, jac=jac)
end
# AIBECSFunction calls itself to allow for both λ::Vector and p::APar
function AIBECSFunction(Ts, Gs, nb::Int, ::Type{P}) where {P <: APar}
AIBECSFunction(AIBECSFunction(Ts, Gs, nb), P)
end
function AIBECSFunction(fun::ODEFunction{false}, ::Type{P}) where {P <: APar}
jac(u, p::P, t=0) = fun.jac(u, p, t)
jac(u, λ::Vector, t=0) = fun.jac(u, λ2p(P, λ), t)
f(u, p::P, t=0) = fun.f(u, p, t)
f(u, λ::Vector, t=0) = fun.f(u, λ2p(P, λ), t)
return ODEFunction{false}(f, jac=jac)
end
function AIBECSFunction(fun::ODEFunction{true}, ::Type{P}) where {P <: APar}
jac(u, p::P, t=0) = fun.jac(u, p, t)
jac(u, λ::Vector, t=0) = fun.jac(u, λ2p(P, λ), t)
f(du, u, p::P, t=0) = fun.f(du, u, p, t)
f(du, u, λ::Vector, t=0) = fun.f(du, u, λ2p(P, λ), t)
return ODEFunction{true}(f, jac=jac)
end
export AIBECSFunction
"""
F, ∇ₓF = F_and_∇ₓF(Ts, Gs, nb)
Returns the state function `F` and its Jacobian, `∇ₓF`.
F, ∇ₓF = F_and_∇ₓF(T, Gs, nb)
Returns the state function `F` and its Jacobian, `∇ₓF` (with all tracers transported by single `T`).
This function is deprecated. Use
F = AIBECSFunction(Ts, Gs, nb)
instead.
You can then call `F(x,p)` for the tendencies, and `F(Val{:jac},x,p)` for the Jacobian.
"""
function F_and_∇ₓF(fun::ODEFunction)
Base.depwarn("""Deprecation:
F, ∇ₓF = F_and_∇ₓF(args...)
is deprecated. Use
F = AIBECSFunction(args...)
instead! (And then you can still call `F(x,p)`.)
""", :F_and_∇ₓF, force=true)
fun.f, fun.jac
end
F_and_∇ₓF(args...) = F_and_∇ₓF(AIBECSFunction(args...))
export F_and_∇ₓF
"""
localderivative(G, x, p)
localderivative(Gᵢ, xs, i, p)
localderivative(Gᵢ, dx, xs, i, p)
Returns the "local" derivative of `G` (or `Gᵢ`), i.e., equivalent to the vector
```
∇ₓG(x,p) * ones(size(x))
```
but using ForwardDiff's Jacobian instead.
"""
function localderivative(G, x, p) # for single tracer
return ForwardDiff.derivative(λ -> G(x .+ λ, p), 0.0)
end
function localderivative(Gᵢ, xs, j, p) # for multiple tracers
return ForwardDiff.derivative(λ -> Gᵢ(perturb_tracer(xs, j, λ)..., p), 0.0)
end
function localderivative(Gᵢ!, dx, xs, j, p) # if Gᵢ are in-place
return ForwardDiff.derivative((dx, λ) -> Gᵢ!(dx, perturb_tracer(xs, j, λ)..., p), dx, 0.0)
end
perturb_tracer(xs, j, λ) = (xs[1:j - 1]..., xs[j] .+ λ, xs[j + 1:end]...)
"""
F, L, NL, ∇ₓF, ∇ₓL, ∇ₓNL, T = split_state_function_and_Jacobian(Ts, Ls, NLs, nb)
Returns the state function `F` and its jacobian, `∇ₓF`, as well as a collection of split operators. This is experimental. Use at your own risk!
"""
function split_state_function_and_Jacobian(Ts::Tuple, Ls::Tuple, NLs::Tuple, nb)
nt = length(Ts)
tracers(x) = state_to_tracers(x, nb, nt)
T(p) = blockdiag([Tⱼ(p) for Tⱼ in Ts]...) # Big T (linear part)
NL(x, p) = reduce(vcat, NLⱼ(tracers(x)..., p) for NLⱼ in NLs) # nonlinear part
L(x, p) = reduce(vcat, Lⱼ(tracers(x)..., p) for Lⱼ in Ls) # nonlinear part
F(x, p) = NL(x, p) + L(x, p) - T(p) * x # full 𝐹(𝑥) = -T 𝑥 + 𝐺(𝑥)
∇ₓNL(x, p) = local_jacobian(NLs, x, p, nt, nb) # Jacobian of nonlinear part
∇ₓL(p) = local_jacobian(Ls, zeros(nt * nb), p, nt, nb) # Jacobian of nonlinear part
∇ₓF(x, p) = ∇ₓNL(x, p) + ∇ₓL(p) - T(p) # full Jacobian ∇ₓ𝐹(𝑥) = -T + ∇ₓ𝐺(𝑥)
return F, L, NL, ∇ₓF, ∇ₓL, ∇ₓNL, T
end
function split_state_function_and_Jacobian(T, L, NL, nb)
F(x, p) = NL(x, p) + L(x, p) - T(p) * x # full 𝐹(𝑥)
∇ₓNL(x, p) = sparse(Diagonal(localderivative(NL, x, p))) # Jacobian of nonlinear part
∇ₓL(p) = sparse(Diagonal(localderivative(L, zeros(nb), p))) # Jacobian of nonlinear part
∇ₓF(x, p) = ∇ₓNL(x, p) + ∇ₓL(p) - T(p) # full Jacobian ∇ₓ𝐹(𝑥) = -T + ∇ₓ𝐺(𝑥)
return F, L, NL, ∇ₓF, ∇ₓL, ∇ₓNL, T
end
export split_state_function_and_Jacobian
function local_jacobian(Gs, x, p, nt, nb)
return reduce(vcat, local_jacobian_row(Gⱼ, x, p, nt, nb) for Gⱼ in Gs)
end
function inplace_local_jacobian(Gs, x, p, nt, nb)
return reduce(vcat, inplace_local_jacobian_row(Gⱼ!, x, p, nt, nb) for Gⱼ! in Gs)
end
function local_jacobian_row(Gᵢ, x, p, nt, nb)
tracers(x) = state_to_tracers(x, nb, nt)
return reduce(hcat, sparse(Diagonal(localderivative(Gᵢ, tracers(x), j, p))) for j in 1:nt)
end
function inplace_local_jacobian_row(Gᵢ!, x, p, nt, nb)
tracers(x) = state_to_tracers(x, nb, nt)
dx = Vector{Float64}(undef, nb)
return reduce(hcat, sparse(Diagonal(localderivative(Gᵢ!, dx, tracers(x), j, p))) for j in 1:nt)
end
#= ============================================
Generate 𝑓 and derivatives from user input
============================================ =#
function generate_f(ωs, μx, σ²x, v, ωp, ::Type{T}) where {T <: APar}
nt, nb = length(ωs), length(v)
tracers(x) = state_to_tracers(x, nb, nt)
f(x, λorp) = ωp * mismatch(T, λorp) +
sum([ωⱼ * mismatch(xⱼ, μⱼ, σⱼ², v) for (ωⱼ, xⱼ, μⱼ, σⱼ²) in zip(ωs, tracers(x), μx, σ²x)])
return f
end
function generate_f(ωs, ωp, grd, obs, ::Type{T}; kwargs...) where {T <: APar}
nt, nb = length(ωs), count(iswet(grd))
tracers(x) = state_to_tracers(x, nb, nt)
Ms = [interpolationmatrix(grd, obsⱼ) for obsⱼ in obs]
cs = get(kwargs, :cs, (collect(identity for i in 1:nt)...,))
f(x, λorp) = ωp * mismatch(T, λorp) +
sum([ωⱼ * mismatch(xⱼ, grd, obsⱼ, M=Mⱼ, c=cⱼ) for (ωⱼ, xⱼ, obsⱼ, Mⱼ, cⱼ) in zip(ωs, tracers(x), obs, Ms, cs)])
return f
end
function generate_f(ωs, ωp, grd, modify::Function, obs, ::Type{T}) where {T <: APar}
nt, nb = length(ωs), count(iswet(grd))
Ms = [interpolationmatrix(grd, obsⱼ) for obsⱼ in obs]
iwets = [iswet(grd, obsⱼ) for obsⱼ in obs]
function f(x, λorp)
xs = unpack_tracers(x, grd)
return ωp * mismatch(T, λorp) + sum([ωᵢ * indirectmismatch(xs, grd, modify, obs, i, Mᵢ, iwetᵢ) for (i, (ωᵢ, Mᵢ, iwetᵢ)) in enumerate(zip(ωs, Ms, iwets))])
end
return f
end
function generate_∇ₓf(ωs, μx, σ²x, v)
nt, nb = length(ωs), length(v)
tracers(x) = state_to_tracers(x, nb, nt)
∇ₓf(x) = reduce(hcat, ωⱼ * ∇mismatch(xⱼ, μⱼ, σⱼ², v) for (ωⱼ, xⱼ, μⱼ, σⱼ²) in zip(ωs, tracers(x), μx, σ²x))
∇ₓf(x, p) = ∇ₓf(x)
return ∇ₓf
end
function generate_∇ₓf(ωs, grd, obs; kwargs...)
nt, nb = length(ωs), count(iswet(grd))
tracers(x) = state_to_tracers(x, nb, nt)
Ms = [interpolationmatrix(grd, obsⱼ) for obsⱼ in obs]
cs = get(kwargs, :cs, (collect(identity for i in 1:nt)...,))
∇ₓf(x) = reduce(hcat, ωⱼ * ∇mismatch(xⱼ, grd, obsⱼ, M=Mⱼ, c=cⱼ) for (ωⱼ, xⱼ, obsⱼ, Mⱼ, cⱼ) in zip(ωs, tracers(x), obs, Ms, cs))
∇ₓf(x, p) = ∇ₓf(x)
return ∇ₓf
end
function generate_∇ₓf(ωs, grd, modify::Function, obs)
nt, nb = length(ωs), count(iswet(grd))
Ms = [interpolationmatrix(grd, obsⱼ) for obsⱼ in obs]
iwets = [iswet(grd, obsⱼ) for obsⱼ in obs]
function ∇ₓf(x)
xs = unpack_tracers(x, grd)
sum([ωᵢ * ∇indirectmismatch(unpack_tracers(x, grd), grd, modify, obs, i, Mᵢ, iwetᵢ) for (i, (ωᵢ, Mᵢ, iwetᵢ)) in enumerate(zip(ωs, Ms, iwets))])
end
∇ₓf(x, p) = ∇ₓf(x)
return ∇ₓf
end
function f_and_∇ₓf(ωs, μx, σ²x, v, ωp, ::Type{T}) where {T <: APar}
generate_f(ωs, μx, σ²x, v, ωp, T), generate_∇ₓf(ωs, μx, σ²x, v)
end
function f_and_∇ₓf(ωs, ωp, grd, obs, ::Type{T}; kwargs...) where {T <: APar}
generate_f(ωs, ωp, grd, obs, T; kwargs...), generate_∇ₓf(ωs, grd, obs; kwargs...)
end
function f_and_∇ₓf(ωs, ωp, grd, modify::Function, obs, ::Type{T}) where {T <: APar}
generate_f(ωs, ωp, grd, modify, obs, T), generate_∇ₓf(ωs, grd, modify, obs)
end
export f_and_∇ₓf
"""
mismatch(x, xobs, σ²xobs, v)
Volume-weighted mismatch of modelled tracer `x` against observed mean, `xobs`, given observed variance, `σ²xobs`, and volumes `v`.
"""
function mismatch(x, xobs, σ²xobs, v)
δx = x - xobs
W = Diagonal(v ./ σ²xobs)
return 0.5 * transpose(δx) * W * δx / (transpose(xobs) * W * xobs)
end
mismatch(x, ::Missing, args...) = 0
"""
∇mismatch(x, xobs, σ²xobs, v)
Adjoint of the gradient of `mismatch(x, xobs, σ²xobs, v)`.
"""
function ∇mismatch(x, xobs, σ²xobs, v)
δx = x - xobs
W = Diagonal(v ./ σ²xobs)
return transpose(W * δx) / (transpose(xobs) * W * xobs)
end
∇mismatch(x, ::Missing, args...) = transpose(zeros(length(x)))
## new functions for more generic obs packages
# TODO Add an optional function argument to transform the data before computingn the mismatch
# Example if for isotope tracers X where one ususally wants to minimize the mismatch in δ or ε.
function mismatch(x, grd::OceanGrid, obs; c=identity, W=I, M=interpolationmatrix(grd, obs), iwet=iswet(grd, obs))
o = view(obs, iwet)
δx = M * c(x) - o
return 0.5 * transpose(δx) * W * δx / (transpose(o) * W * o)
end
mismatch(x, grd::OceanGrid, ::Missing; kwargs...) = 0
function ∇mismatch(x, grd::OceanGrid, obs; c=identity, W=I, M=interpolationmatrix(grd, obs), iwet=iswet(grd, obs))
∇c = Diagonal(ForwardDiff.derivative(λ -> c(x .+ λ), 0.0))
o = view(obs, iwet)
δx = M * c(x) - o
return transpose(W * δx) * M * ∇c / (transpose(o) * W * o)
end
∇mismatch(x, grd::OceanGrid, ::Missing; kwargs...) = transpose(zeros(length(x)))
# In case the mismatch is not based on the tracer but on some function of it
# TODO Add option for correlation matrix for Bayesian inferenece
function indirectmismatch(xs::Tuple, grd::OceanGrid, modify::Function, obs, i, M=interpolationmatrix(grd, obs[i]), iwet=iswet(grd, obs[i]))
x2 = modify(xs...)
out = 0.0
o = obs[i][iwet, :value]
δx = M * x2[i] - o
return 0.5 * transpose(δx) * δx / (transpose(o) * o)
end
function ∇indirectmismatch(xs::Tuple, grd::OceanGrid, modify::Function, obs, i, M=interpolationmatrix(grd, obs[i]), iwet=iswet(grd, obs[i]))
x2 = modify(xs...)
o = obs[i][iwet, :value]
δx = M * x2[i] - o
∇modᵢ = ∇modify(modify, xs, i)
return transpose(δx) * M * ∇modᵢ / (transpose(o) * o)
end
# TODO think of more efficient way to avoid recomputing ∇modify whole for each i
function ∇modify(modify, xs, i, j)
return sparse(Diagonal(ForwardDiff.derivative(λ -> modify(perturb_tracer(xs, j, λ)...)[i], 0.0)))
end
∇modify(modify, xs, i) = reduce(hcat, ∇modify(modify, xs, i, j) for j in 1:length(xs))
#= ============================================
multi-tracer norm
============================================ =#
function volumeweighted_norm(nt, v)
w = repeat(v, nt)
return nrm(x) = transpose(x) * Diagonal(w) * x
end
#= ============================================
unpacking of multi-tracers
============================================ =#
state_to_tracers(x, nb, nt) = ntuple(i -> state_to_tracer(x, nb, nt, i), nt)
state_to_tracer(x, nb, nt, i) = view(x, tracer_indices(nb, nt, i))
function state_to_tracers(x, grd)
nb = number_of_wet_boxes(grd)
nt = Int(round(length(x) / nb))
return state_to_tracers(x, nb, nt)
end
tracer_indices(nb, nt, i) = (i - 1) * nb + 1:i * nb
tracers_to_state(xs) = reduce(vcat, xs)
export state_to_tracers, state_to_tracer, tracers_to_state, tracer_indices
# Alias for better name
unpack_tracers = state_to_tracers
export unpack_tracers
| [
27,
34345,
29,
10677,
14,
41684,
2898,
11736,
13,
20362,
628,
628,
198,
2,
28,
46111,
2559,
18604,
198,
8645,
378,
220,
47728,
238,
117,
290,
18872,
229,
158,
224,
241,
47728,
238,
117,
422,
2836,
5128,
198,
10052,
25609,
796,
2,
198,
198,
2,
16926,
46,
6330,
428,
351,
10631,
36,
80,
18843,
2024,
618,
1744,
198,
7249,
44800,
18843,
2024,
90,
51,
27,
25,
51,
29291,
92,
198,
220,
220,
220,
39628,
3712,
51,
198,
437,
198,
14993,
451,
18843,
2024,
7,
2840,
23029,
796,
44800,
18843,
2024,
19510,
2840,
986,
11,
4008,
198,
50,
29572,
3163,
20477,
13,
9967,
10989,
363,
7,
1722,
3712,
14993,
451,
18843,
2024,
23029,
796,
2512,
10989,
363,
26933,
16345,
7,
32,
13,
2840,
8,
329,
317,
287,
1081,
60,
23029,
198,
8818,
44800,
2348,
29230,
13,
76,
377,
0,
7,
646,
11,
317,
3712,
14993,
451,
18843,
2024,
11,
334,
11,
26367,
11,
27169,
8,
198,
220,
220,
220,
329,
357,
72,
11,
1034,
8,
287,
27056,
378,
7,
32,
13,
2840,
8,
198,
220,
220,
220,
220,
220,
220,
220,
357,
72,
855,
16,
8,
5633,
35971,
0,
7,
646,
11,
1034,
11,
334,
11,
26367,
11,
27169,
8,
1058,
35971,
0,
7,
646,
11,
1034,
11,
334,
11,
26367,
11,
352,
8,
198,
220,
220,
220,
886,
198,
220,
220,
220,
7043,
198,
437,
198,
14993,
451,
2348,
29230,
13,
31412,
1096,
7,
32,
3712,
14993,
451,
18843,
2024,
8,
796,
5766,
1096,
7,
16345,
7,
32,
13,
2840,
4008,
198,
14881,
13,
7479,
7,
32,
3712,
14993,
451,
18843,
2024,
11,
334,
3712,
23839,
19182,
8,
796,
5766,
1096,
7,
32,
8,
3467,
334,
198,
14881,
11207,
33747,
32,
3712,
14993,
451,
18843,
2024,
11,
347,
3712,
23839,
50,
29572,
19182,
8,
796,
44800,
18843,
2024,
7,
32,
13,
2840,
986,
11,
347,
8,
198,
14881,
11207,
33747,
33,
3712,
23839,
50,
29572,
19182,
11,
317,
3712,
14993,
451,
18843,
2024,
8,
796,
317,
1343,
347,
198,
8818,
7308,
11207,
9,
7,
32,
3712,
14993,
451,
18843,
2024,
11,
334,
3712,
23839,
19182,
8,
1303,
468,
284,
307,
976,
2099,
0,
198,
220,
220,
220,
7043,
796,
2092,
7,
84,
8,
198,
220,
220,
220,
35971,
0,
7,
646,
11,
317,
11,
334,
11,
352,
11,
657,
8,
198,
437,
198,
39344,
44800,
18843,
2024,
198,
198,
2,
9552,
33,
2943,
20802,
4575,
8075,
281,
440,
7206,
22203,
422,
262,
13146,
290,
402,
82,
198,
32,
9865,
2943,
20802,
4575,
7,
51,
3712,
23839,
50,
29572,
19182,
11,
402,
3712,
22203,
8,
796,
9552,
33,
2943,
20802,
4575,
7,
79,
4613,
309,
11,
402,
11,
309,
13,
77,
8,
198,
32,
9865,
2943,
20802,
4575,
7,
51,
3712,
22203,
11,
402,
3712,
22203,
11,
299,
65,
3712,
5317,
8,
796,
9552,
33,
2943,
20802,
4575,
7,
51,
11,
357,
38,
11,
828,
299,
65,
8,
198,
8818,
9552,
33,
2943,
20802,
4575,
7,
51,
3712,
22203,
11,
402,
82,
3712,
51,
29291,
11,
299,
65,
3712,
5317,
8,
198,
220,
220,
220,
299,
83,
796,
4129,
7,
33884,
8,
1303,
611,
257,
2060,
309,
318,
1813,
11,
788,
299,
83,
318,
1813,
416,
262,
1271,
286,
402,
82,
198,
220,
220,
220,
48957,
87,
796,
3392,
7,
5317,
2414,
11,
299,
83,
8,
1303,
290,
477,
262,
491,
49908,
2648,
262,
976,
309,
198,
220,
220,
220,
9552,
33,
2943,
20802,
4575,
19510,
51,
11,
828,
402,
82,
11,
299,
65,
11,
299,
83,
11,
48957,
87,
8,
198,
437,
198,
8818,
9552,
33,
2943,
20802,
4575,
7,
33758,
3712,
51,
29291,
11,
402,
82,
3712,
51,
29291,
11,
299,
65,
3712,
5317,
11,
299,
83,
3712,
5317,
28,
13664,
7,
33758,
828,
48957,
87,
3712,
23839,
38469,
28,
16,
25,
429,
8,
198,
220,
220,
220,
611,
477,
7,
45763,
5372,
7,
38,
11,
299,
83,
1343,
362,
8,
329,
402,
287,
402,
82,
8,
1303,
1343,
17,
284,
1848,
329,
44332,
290,
279,
198,
220,
220,
220,
220,
220,
220,
220,
1312,
541,
32,
9865,
2943,
20802,
4575,
7,
33758,
11,
402,
82,
11,
299,
65,
11,
299,
83,
11,
48957,
87,
8,
198,
220,
220,
220,
2073,
198,
220,
220,
220,
220,
220,
220,
220,
267,
404,
32,
9865,
2943,
20802,
4575,
7,
33758,
11,
402,
82,
11,
299,
65,
11,
299,
83,
11,
48957,
87,
8,
198,
220,
220,
220,
886,
198,
437,
198,
198,
8818,
1312,
541,
32,
9865,
2943,
20802,
4575,
7,
33758,
11,
402,
82,
11,
299,
65,
11,
299,
83,
28,
13664,
7,
33758,
828,
48957,
87,
28,
16,
25,
429,
8,
198,
220,
220,
220,
491,
49908,
7,
84,
8,
796,
1181,
62,
1462,
62,
2213,
49908,
7,
84,
11,
299,
65,
11,
299,
83,
8,
198,
220,
220,
220,
491,
11736,
7,
84,
11,
1312,
8,
796,
1181,
62,
1462,
62,
2213,
11736,
7,
84,
11,
299,
65,
11,
299,
83,
11,
1312,
8,
198,
220,
220,
220,
2163,
402,
7,
646,
11,
334,
11,
279,
8,
198,
220,
220,
220,
220,
220,
220,
220,
329,
474,
287,
352,
25,
429,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
402,
82,
58,
73,
16151,
2213,
11736,
7,
646,
11,
474,
828,
491,
49908,
7,
84,
26513,
11,
279,
8,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
7043,
198,
220,
220,
220,
886,
198,
220,
220,
220,
2163,
277,
7,
646,
11,
334,
11,
279,
11,
256,
28,
15,
8,
198,
220,
220,
220,
220,
220,
220,
220,
402,
7,
646,
11,
334,
11,
279,
8,
198,
220,
220,
220,
220,
220,
220,
220,
329,
474,
51,
287,
1123,
9630,
7,
33758,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1034,
796,
13146,
58,
73,
51,
16151,
79,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
329,
474,
287,
1064,
439,
7,
51,
312,
87,
764,
855,
474,
51,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
35971,
0,
7,
2213,
11736,
7,
646,
11,
474,
828,
1034,
11,
491,
11736,
7,
84,
11,
474,
828,
532,
16,
11,
352,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
7043,
198,
220,
220,
220,
886,
198,
220,
220,
220,
1303,
12806,
666,
198,
220,
220,
220,
18872,
229,
158,
224,
241,
38,
7,
84,
11,
279,
8,
796,
287,
5372,
62,
12001,
62,
30482,
672,
666,
7,
33884,
11,
334,
11,
279,
11,
299,
83,
11,
299,
65,
8,
198,
220,
220,
220,
2163,
309,
7,
79,
8,
198,
220,
220,
220,
220,
220,
220,
220,
3748,
33758,
796,
685,
51,
158,
109,
120,
7,
79,
8,
329,
309,
158,
109,
120,
287,
13146,
60,
198,
220,
220,
220,
220,
220,
220,
220,
2512,
10989,
363,
26933,
34642,
33758,
58,
51,
312,
87,
58,
73,
11907,
329,
474,
287,
352,
25,
429,
60,
23029,
198,
220,
220,
220,
886,
198,
220,
220,
220,
474,
330,
7,
84,
11,
279,
11,
256,
28,
15,
8,
796,
18872,
229,
158,
224,
241,
38,
7,
84,
11,
279,
8,
532,
309,
7,
79,
8,
198,
220,
220,
220,
1441,
440,
7206,
22203,
90,
7942,
92,
7,
69,
11,
474,
330,
28,
30482,
8,
198,
437,
198,
8818,
267,
404,
32,
9865,
2943,
20802,
4575,
7,
33758,
11,
402,
82,
11,
299,
65,
11,
299,
83,
28,
13664,
7,
33758,
828,
48957,
87,
28,
16,
25,
429,
8,
198,
220,
220,
220,
491,
49908,
7,
84,
8,
796,
1181,
62,
1462,
62,
2213,
49908,
7,
84,
11,
299,
65,
11,
299,
83,
8,
198,
220,
220,
220,
491,
11736,
7,
84,
11,
1312,
8,
796,
1181,
62,
1462,
62,
2213,
11736,
7,
84,
11,
299,
65,
11,
299,
83,
11,
1312,
8,
198,
220,
220,
220,
402,
7,
84,
11,
279,
8,
796,
4646,
7,
85,
9246,
11,
402,
158,
109,
120,
7,
2213,
49908,
7,
84,
26513,
11,
279,
8,
329,
402,
158,
109,
120,
287,
402,
82,
8,
198,
220,
220,
220,
2163,
277,
7,
84,
11,
279,
11,
256,
28,
15,
8,
198,
220,
220,
220,
220,
220,
220,
220,
7043,
796,
4866,
7,
38,
7,
84,
11,
279,
4008,
198,
220,
220,
220,
220,
220,
220,
220,
329,
474,
51,
287,
1123,
9630,
7,
33758,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1034,
796,
13146,
58,
73,
51,
16151,
79,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
329,
474,
287,
1064,
439,
7,
51,
312,
87,
764,
855,
474,
51,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
35971,
0,
7,
2213,
11736,
7,
646,
11,
474,
828,
1034,
11,
491,
11736,
7,
84,
11,
474,
828,
532,
16,
11,
352,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
7043,
198,
220,
220,
220,
886,
198,
220,
220,
220,
1303,
12806,
666,
198,
220,
220,
220,
18872,
229,
158,
224,
241,
38,
7,
84,
11,
279,
8,
796,
1957,
62,
30482,
672,
666,
7,
33884,
11,
334,
11,
279,
11,
299,
83,
11,
299,
65,
8,
198,
220,
220,
220,
2163,
309,
7,
79,
8,
198,
220,
220,
220,
220,
220,
220,
220,
3748,
33758,
796,
685,
51,
158,
109,
120,
7,
79,
8,
329,
309,
158,
109,
120,
287,
13146,
60,
198,
220,
220,
220,
220,
220,
220,
220,
2512,
10989,
363,
26933,
34642,
33758,
58,
51,
312,
87,
58,
73,
11907,
329,
474,
287,
352,
25,
429,
60,
23029,
198,
220,
220,
220,
886,
198,
220,
220,
220,
474,
330,
7,
84,
11,
279,
11,
256,
28,
15,
8,
796,
18872,
229,
158,
224,
241,
38,
7,
84,
11,
279,
8,
532,
309,
7,
79,
8,
198,
220,
220,
220,
1441,
440,
7206,
22203,
7,
69,
11,
474,
330,
28,
30482,
8,
198,
437,
198,
2,
9552,
33,
2943,
20802,
4575,
3848,
2346,
284,
1249,
329,
1111,
7377,
119,
3712,
38469,
290,
279,
3712,
2969,
283,
198,
8818,
9552,
33,
2943,
20802,
4575,
7,
33758,
11,
402,
82,
11,
299,
65,
3712,
5317,
11,
7904,
6030,
90,
47,
30072,
810,
1391,
47,
1279,
25,
3486,
283,
92,
198,
220,
220,
220,
9552,
33,
2943,
20802,
4575,
7,
32,
9865,
2943,
20802,
4575,
7,
33758,
11,
402,
82,
11,
299,
65,
828,
350,
8,
198,
437,
198,
8818,
9552,
33,
2943,
20802,
4575,
7,
12543,
3712,
16820,
22203,
90,
9562,
5512,
7904,
6030,
90,
47,
30072,
810,
1391,
47,
1279,
25,
3486,
283,
92,
198,
220,
220,
220,
474,
330,
7,
84,
11,
279,
3712,
47,
11,
256,
28,
15,
8,
796,
1257,
13,
30482,
7,
84,
11,
279,
11,
256,
8,
198,
220,
220,
220,
474,
330,
7,
84,
11,
7377,
119,
3712,
38469,
11,
256,
28,
15,
8,
796,
1257,
13,
30482,
7,
84,
11,
7377,
119,
17,
79,
7,
47,
11,
7377,
119,
828,
256,
8,
198,
220,
220,
220,
277,
7,
84,
11,
279,
3712,
47,
11,
256,
28,
15,
8,
796,
1257,
13,
69,
7,
84,
11,
279,
11,
256,
8,
198,
220,
220,
220,
277,
7,
84,
11,
7377,
119,
3712,
38469,
11,
256,
28,
15,
8,
796,
1257,
13,
69,
7,
84,
11,
7377,
119,
17,
79,
7,
47,
11,
7377,
119,
828,
256,
8,
198,
220,
220,
220,
1441,
440,
7206,
22203,
90,
9562,
92,
7,
69,
11,
474,
330,
28,
30482,
8,
198,
437,
198,
8818,
9552,
33,
2943,
20802,
4575,
7,
12543,
3712,
16820,
22203,
90,
7942,
5512,
7904,
6030,
90,
47,
30072,
810,
1391,
47,
1279,
25,
3486,
283,
92,
198,
220,
220,
220,
474,
330,
7,
84,
11,
279,
3712,
47,
11,
256,
28,
15,
8,
796,
1257,
13,
30482,
7,
84,
11,
279,
11,
256,
8,
198,
220,
220,
220,
474,
330,
7,
84,
11,
7377,
119,
3712,
38469,
11,
256,
28,
15,
8,
796,
1257,
13,
30482,
7,
84,
11,
7377,
119,
17,
79,
7,
47,
11,
7377,
119,
828,
256,
8,
198,
220,
220,
220,
277,
7,
646,
11,
334,
11,
279,
3712,
47,
11,
256,
28,
15,
8,
796,
1257,
13,
69,
7,
646,
11,
334,
11,
279,
11,
256,
8,
198,
220,
220,
220,
277,
7,
646,
11,
334,
11,
7377,
119,
3712,
38469,
11,
256,
28,
15,
8,
796,
1257,
13,
69,
7,
646,
11,
334,
11,
7377,
119,
17,
79,
7,
47,
11,
7377,
119,
828,
256,
8,
198,
220,
220,
220,
1441,
440,
7206,
22203,
90,
7942,
92,
7,
69,
11,
474,
330,
28,
30482,
8,
198,
437,
198,
198,
39344,
9552,
33,
2943,
20802,
4575,
198,
198,
37811,
198,
220,
220,
220,
376,
11,
18872,
229,
158,
224,
241,
37,
796,
376,
62,
392,
62,
24861,
229,
158,
224,
241,
37,
7,
33758,
11,
402,
82,
11,
299,
65,
8,
198,
198,
35561,
262,
1181,
2163,
4600,
37,
63,
290,
663,
12806,
666,
11,
4600,
24861,
229,
158,
224,
241,
37,
44646,
628,
220,
220,
220,
376,
11,
18872,
229,
158,
224,
241,
37,
796,
376,
62,
392,
62,
24861,
229,
158,
224,
241,
37,
7,
51,
11,
402,
82,
11,
299,
65,
8,
198,
198,
35561,
262,
1181,
2163,
4600,
37,
63,
290,
663,
12806,
666,
11,
4600,
24861,
229,
158,
224,
241,
37,
63,
357,
4480,
477,
491,
49908,
18665,
416,
2060,
4600,
51,
63,
737,
198,
198,
1212,
2163,
318,
39224,
13,
5765,
628,
220,
220,
220,
376,
796,
9552,
33,
2943,
20802,
4575,
7,
33758,
11,
402,
82,
11,
299,
65,
8,
198,
198,
38070,
13,
198,
1639,
460,
788,
869,
4600,
37,
7,
87,
11,
79,
8,
63,
329,
262,
25671,
11,
290,
4600,
37,
7,
7762,
90,
25,
30482,
5512,
87,
11,
79,
8,
63,
329,
262,
12806,
666,
13,
198,
37811,
198,
8818,
376,
62,
392,
62,
24861,
229,
158,
224,
241,
37,
7,
12543,
3712,
16820,
22203,
8,
198,
220,
220,
220,
7308,
13,
10378,
40539,
7203,
15931,
12156,
8344,
341,
25,
198,
220,
220,
220,
220,
220,
220,
220,
376,
11,
18872,
229,
158,
224,
241,
37,
796,
376,
62,
392,
62,
24861,
229,
158,
224,
241,
37,
7,
22046,
23029,
198,
220,
220,
220,
318,
39224,
13,
5765,
198,
220,
220,
220,
220,
220,
220,
220,
376,
796,
9552,
33,
2943,
20802,
4575,
7,
22046,
23029,
198,
220,
220,
220,
2427,
0,
357,
1870,
788,
345,
460,
991,
869,
4600,
37,
7,
87,
11,
79,
8,
63,
2014,
198,
220,
220,
220,
13538,
1600,
1058,
37,
62,
392,
62,
24861,
229,
158,
224,
241,
37,
11,
2700,
28,
7942,
8,
198,
220,
220,
220,
1257,
13,
69,
11,
1257,
13,
30482,
198,
437,
198,
37,
62,
392,
62,
24861,
229,
158,
224,
241,
37,
7,
22046,
23029,
796,
376,
62,
392,
62,
24861,
229,
158,
224,
241,
37,
7,
32,
9865,
2943,
20802,
4575,
7,
22046,
986,
4008,
198,
39344,
376,
62,
392,
62,
24861,
229,
158,
224,
241,
37,
628,
628,
198,
37811,
198,
220,
220,
220,
1957,
1082,
452,
876,
7,
38,
11,
2124,
11,
279,
8,
198,
220,
220,
220,
1957,
1082,
452,
876,
7,
38,
39611,
95,
11,
2124,
82,
11,
1312,
11,
279,
8,
198,
220,
220,
220,
1957,
1082,
452,
876,
7,
38,
39611,
95,
11,
44332,
11,
2124,
82,
11,
1312,
11,
279,
8,
198,
198,
35561,
262,
366,
12001,
1,
27255,
286,
4600,
38,
63,
357,
273,
4600,
38,
39611,
95,
63,
828,
1312,
13,
68,
1539,
7548,
284,
262,
15879,
198,
198,
15506,
63,
198,
24861,
229,
158,
224,
241,
38,
7,
87,
11,
79,
8,
1635,
3392,
7,
7857,
7,
87,
4008,
198,
15506,
63,
198,
198,
4360,
1262,
19530,
28813,
338,
12806,
666,
2427,
13,
198,
37811,
198,
8818,
1957,
1082,
452,
876,
7,
38,
11,
2124,
11,
279,
8,
1303,
329,
2060,
491,
11736,
198,
220,
220,
220,
1441,
19530,
28813,
13,
1082,
452,
876,
7,
39377,
4613,
402,
7,
87,
764,
10,
7377,
119,
11,
279,
828,
657,
13,
15,
8,
198,
437,
198,
8818,
1957,
1082,
452,
876,
7,
38,
39611,
95,
11,
2124,
82,
11,
474,
11,
279,
8,
1303,
329,
3294,
491,
49908,
198,
220,
220,
220,
1441,
19530,
28813,
13,
1082,
452,
876,
7,
39377,
4613,
402,
39611,
95,
7,
11766,
5945,
62,
2213,
11736,
7,
34223,
11,
474,
11,
7377,
119,
26513,
11,
279,
828,
657,
13,
15,
8,
198,
437,
198,
8818,
1957,
1082,
452,
876,
7,
38,
39611,
95,
28265,
44332,
11,
2124,
82,
11,
474,
11,
279,
8,
1303,
611,
402,
39611,
95,
389,
287,
12,
5372,
198,
220,
220,
220,
1441,
19530,
28813,
13,
1082,
452,
876,
19510,
34350,
11,
7377,
119,
8,
4613,
402,
39611,
95,
0,
7,
34350,
11,
22146,
5945,
62,
2213,
11736,
7,
34223,
11,
474,
11,
7377,
119,
26513,
11,
279,
828,
44332,
11,
657,
13,
15,
8,
198,
437,
198,
11766,
5945,
62,
2213,
11736,
7,
34223,
11,
474,
11,
7377,
119,
8,
796,
357,
34223,
58,
16,
25,
73,
532,
352,
60,
986,
11,
2124,
82,
58,
73,
60,
764,
10,
7377,
119,
11,
2124,
82,
58,
73,
1343,
352,
25,
437,
60,
23029,
628,
198,
198,
37811,
198,
220,
220,
220,
376,
11,
406,
11,
22879,
11,
18872,
229,
158,
224,
241,
37,
11,
18872,
229,
158,
224,
241,
43,
11,
18872,
229,
158,
224,
241,
32572,
11,
309,
796,
6626,
62,
5219,
62,
8818,
62,
392,
62,
46751,
666,
7,
33758,
11,
406,
82,
11,
22879,
82,
11,
299,
65,
8,
198,
198,
35561,
262,
1181,
2163,
4600,
37,
63,
290,
663,
474,
330,
672,
666,
11,
4600,
24861,
229,
158,
224,
241,
37,
47671,
355,
880,
355,
257,
4947,
286,
6626,
12879,
13,
770,
318,
11992,
13,
5765,
379,
534,
898,
2526,
0,
198,
37811,
198,
8818,
6626,
62,
5219,
62,
8818,
62,
392,
62,
46751,
666,
7,
33758,
3712,
51,
29291,
11,
406,
82,
3712,
51,
29291,
11,
22879,
82,
3712,
51,
29291,
11,
299,
65,
8,
198,
220,
220,
220,
299,
83,
796,
4129,
7,
33758,
8,
198,
220,
220,
220,
491,
49908,
7,
87,
8,
796,
1181,
62,
1462,
62,
2213,
49908,
7,
87,
11,
299,
65,
11,
299,
83,
8,
198,
220,
220,
220,
309,
7,
79,
8,
796,
2512,
10989,
363,
26933,
51,
158,
109,
120,
7,
79,
8,
329,
309,
158,
109,
120,
287,
13146,
60,
23029,
1303,
4403,
309,
357,
29127,
636,
8,
198,
220,
220,
220,
22879,
7,
87,
11,
279,
8,
796,
4646,
7,
85,
9246,
11,
22879,
158,
109,
120,
7,
2213,
49908,
7,
87,
26513,
11,
279,
8,
329,
22879,
158,
109,
120,
287,
22879,
82,
8,
1303,
1729,
29127,
636,
198,
220,
220,
220,
406,
7,
87,
11,
279,
8,
796,
4646,
7,
85,
9246,
11,
406,
158,
109,
120,
7,
2213,
49908,
7,
87,
26513,
11,
279,
8,
329,
406,
158,
109,
120,
287,
406,
82,
8,
1303,
1729,
29127,
636,
198,
220,
220,
220,
376,
7,
87,
11,
279,
8,
796,
22879,
7,
87,
11,
279,
8,
1343,
406,
7,
87,
11,
279,
8,
532,
309,
7,
79,
8,
1635,
2124,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1303,
1336,
220,
47728,
238,
117,
7,
47728,
239,
98,
8,
796,
532,
51,
220,
47728,
239,
98,
1343,
220,
47728,
238,
118,
7,
47728,
239,
98,
8,
198,
220,
220,
220,
18872,
229,
158,
224,
241,
32572,
7,
87,
11,
279,
8,
796,
1957,
62,
30482,
672,
666,
7,
32572,
82,
11,
2124,
11,
279,
11,
299,
83,
11,
299,
65,
8,
220,
220,
220,
220,
1303,
12806,
666,
286,
1729,
29127,
636,
198,
220,
220,
220,
18872,
229,
158,
224,
241,
43,
7,
79,
8,
796,
1957,
62,
30482,
672,
666,
7,
43,
82,
11,
1976,
27498,
7,
429,
1635,
299,
65,
828,
279,
11,
299,
83,
11,
299,
65,
8,
220,
220,
220,
220,
1303,
12806,
666,
286,
1729,
29127,
636,
198,
220,
220,
220,
18872,
229,
158,
224,
241,
37,
7,
87,
11,
279,
8,
796,
18872,
229,
158,
224,
241,
32572,
7,
87,
11,
279,
8,
1343,
18872,
229,
158,
224,
241,
43,
7,
79,
8,
532,
309,
7,
79,
8,
220,
220,
220,
220,
220,
220,
1303,
1336,
12806,
666,
18872,
229,
158,
224,
241,
47728,
238,
117,
7,
47728,
239,
98,
8,
796,
532,
51,
1343,
18872,
229,
158,
224,
241,
47728,
238,
118,
7,
47728,
239,
98,
8,
198,
220,
220,
220,
1441,
376,
11,
406,
11,
22879,
11,
18872,
229,
158,
224,
241,
37,
11,
18872,
229,
158,
224,
241,
43,
11,
18872,
229,
158,
224,
241,
32572,
11,
309,
198,
437,
198,
8818,
6626,
62,
5219,
62,
8818,
62,
392,
62,
46751,
666,
7,
51,
11,
406,
11,
22879,
11,
299,
65,
8,
198,
220,
220,
220,
376,
7,
87,
11,
279,
8,
796,
22879,
7,
87,
11,
279,
8,
1343,
406,
7,
87,
11,
279,
8,
532,
309,
7,
79,
8,
1635,
2124,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1303,
1336,
220,
47728,
238,
117,
7,
47728,
239,
98,
8,
198,
220,
220,
220,
18872,
229,
158,
224,
241,
32572,
7,
87,
11,
279,
8,
796,
29877,
7,
18683,
27923,
7,
12001,
1082,
452,
876,
7,
32572,
11,
2124,
11,
279,
22305,
1303,
12806,
666,
286,
1729,
29127,
636,
198,
220,
220,
220,
18872,
229,
158,
224,
241,
43,
7,
79,
8,
796,
29877,
7,
18683,
27923,
7,
12001,
1082,
452,
876,
7,
43,
11,
1976,
27498,
7,
46803,
828,
279,
22305,
220,
220,
220,
220,
1303,
12806,
666,
286,
1729,
29127,
636,
198,
220,
220,
220,
18872,
229,
158,
224,
241,
37,
7,
87,
11,
279,
8,
796,
18872,
229,
158,
224,
241,
32572,
7,
87,
11,
279,
8,
1343,
18872,
229,
158,
224,
241,
43,
7,
79,
8,
532,
309,
7,
79,
8,
220,
220,
220,
220,
220,
220,
1303,
1336,
12806,
666,
18872,
229,
158,
224,
241,
47728,
238,
117,
7,
47728,
239,
98,
8,
796,
532,
51,
1343,
18872,
229,
158,
224,
241,
47728,
238,
118,
7,
47728,
239,
98,
8,
198,
220,
220,
220,
1441,
376,
11,
406,
11,
22879,
11,
18872,
229,
158,
224,
241,
37,
11,
18872,
229,
158,
224,
241,
43,
11,
18872,
229,
158,
224,
241,
32572,
11,
309,
198,
437,
198,
39344,
6626,
62,
5219,
62,
8818,
62,
392,
62,
46751,
666,
198,
198,
8818,
1957,
62,
30482,
672,
666,
7,
33884,
11,
2124,
11,
279,
11,
299,
83,
11,
299,
65,
8,
198,
220,
220,
220,
1441,
4646,
7,
85,
9246,
11,
1957,
62,
30482,
672,
666,
62,
808,
7,
38,
158,
109,
120,
11,
2124,
11,
279,
11,
299,
83,
11,
299,
65,
8,
329,
402,
158,
109,
120,
287,
402,
82,
8,
198,
437,
198,
8818,
287,
5372,
62,
12001,
62,
30482,
672,
666,
7,
33884,
11,
2124,
11,
279,
11,
299,
83,
11,
299,
65,
8,
198,
220,
220,
220,
1441,
4646,
7,
85,
9246,
11,
287,
5372,
62,
12001,
62,
30482,
672,
666,
62,
808,
7,
38,
158,
109,
120,
28265,
2124,
11,
279,
11,
299,
83,
11,
299,
65,
8,
329,
402,
158,
109,
120,
0,
287,
402,
82,
8,
198,
437,
198,
198,
8818,
1957,
62,
30482,
672,
666,
62,
808,
7,
38,
39611,
95,
11,
2124,
11,
279,
11,
299,
83,
11,
299,
65,
8,
198,
220,
220,
220,
491,
49908,
7,
87,
8,
796,
1181,
62,
1462,
62,
2213,
49908,
7,
87,
11,
299,
65,
11,
299,
83,
8,
198,
220,
220,
220,
1441,
4646,
7,
71,
9246,
11,
29877,
7,
18683,
27923,
7,
12001,
1082,
452,
876,
7,
38,
39611,
95,
11,
491,
49908,
7,
87,
828,
474,
11,
279,
22305,
329,
474,
287,
352,
25,
429,
8,
198,
437,
198,
8818,
287,
5372,
62,
12001,
62,
30482,
672,
666,
62,
808,
7,
38,
39611,
95,
28265,
2124,
11,
279,
11,
299,
83,
11,
299,
65,
8,
198,
220,
220,
220,
491,
49908,
7,
87,
8,
796,
1181,
62,
1462,
62,
2213,
49908,
7,
87,
11,
299,
65,
11,
299,
83,
8,
198,
220,
220,
220,
44332,
796,
20650,
90,
43879,
2414,
92,
7,
917,
891,
11,
299,
65,
8,
198,
220,
220,
220,
1441,
4646,
7,
71,
9246,
11,
29877,
7,
18683,
27923,
7,
12001,
1082,
452,
876,
7,
38,
39611,
95,
28265,
44332,
11,
491,
49908,
7,
87,
828,
474,
11,
279,
22305,
329,
474,
287,
352,
25,
429,
8,
198,
437,
198,
198,
2,
28,
46111,
2559,
18604,
198,
8645,
378,
220,
47728,
239,
241,
290,
28486,
422,
2836,
5128,
198,
10052,
25609,
796,
2,
198,
198,
8818,
7716,
62,
69,
7,
49535,
82,
11,
18919,
87,
11,
18074,
225,
31185,
87,
11,
410,
11,
18074,
231,
79,
11,
7904,
6030,
90,
51,
30072,
810,
1391,
51,
1279,
25,
3486,
283,
92,
198,
220,
220,
220,
299,
83,
11,
299,
65,
796,
4129,
7,
49535,
82,
828,
4129,
7,
85,
8,
198,
220,
220,
220,
491,
49908,
7,
87,
8,
796,
1181,
62,
1462,
62,
2213,
49908,
7,
87,
11,
299,
65,
11,
299,
83,
8,
198,
220,
220,
220,
277,
7,
87,
11,
7377,
119,
16300,
8,
796,
18074,
231,
79,
1635,
46318,
7,
51,
11,
7377,
119,
16300,
8,
1343,
198,
220,
220,
220,
220,
220,
220,
220,
2160,
26933,
49535,
158,
109,
120,
1635,
46318,
7,
87,
158,
109,
120,
11,
18919,
158,
109,
120,
11,
18074,
225,
158,
109,
120,
31185,
11,
410,
8,
329,
357,
49535,
158,
109,
120,
11,
2124,
158,
109,
120,
11,
18919,
158,
109,
120,
11,
18074,
225,
158,
109,
120,
31185,
8,
287,
19974,
7,
49535,
82,
11,
491,
49908,
7,
87,
828,
18919,
87,
11,
18074,
225,
31185,
87,
8,
12962,
198,
220,
220,
220,
1441,
277,
198,
437,
198,
8818,
7716,
62,
69,
7,
49535,
82,
11,
18074,
231,
79,
11,
1036,
67,
11,
10201,
11,
7904,
6030,
90,
51,
19629,
479,
86,
22046,
23029,
810,
1391,
51,
1279,
25,
3486,
283,
92,
198,
220,
220,
220,
299,
83,
11,
299,
65,
796,
4129,
7,
49535,
82,
828,
954,
7,
271,
86,
316,
7,
2164,
67,
4008,
198,
220,
220,
220,
491,
49908,
7,
87,
8,
796,
1181,
62,
1462,
62,
2213,
49908,
7,
87,
11,
299,
65,
11,
299,
83,
8,
198,
220,
220,
220,
6997,
796,
685,
3849,
16104,
341,
6759,
8609,
7,
2164,
67,
11,
10201,
158,
109,
120,
8,
329,
10201,
158,
109,
120,
287,
10201,
60,
198,
220,
220,
220,
50115,
796,
651,
7,
46265,
22046,
11,
1058,
6359,
11,
357,
33327,
7,
738,
414,
329,
1312,
287,
352,
25,
429,
26513,
11,
4008,
198,
220,
220,
220,
277,
7,
87,
11,
7377,
119,
16300,
8,
796,
18074,
231,
79,
1635,
46318,
7,
51,
11,
7377,
119,
16300,
8,
1343,
198,
220,
220,
220,
220,
220,
220,
220,
2160,
26933,
49535,
158,
109,
120,
1635,
46318,
7,
87,
158,
109,
120,
11,
1036,
67,
11,
10201,
158,
109,
120,
11,
337,
28,
44,
158,
109,
120,
11,
269,
28,
66,
158,
109,
120,
8,
329,
357,
49535,
158,
109,
120,
11,
2124,
158,
109,
120,
11,
10201,
158,
109,
120,
11,
337,
158,
109,
120,
11,
269,
158,
109,
120,
8,
287,
19974,
7,
49535,
82,
11,
491,
49908,
7,
87,
828,
10201,
11,
6997,
11,
50115,
8,
12962,
198,
220,
220,
220,
1441,
277,
198,
437,
198,
8818,
7716,
62,
69,
7,
49535,
82,
11,
18074,
231,
79,
11,
1036,
67,
11,
13096,
3712,
22203,
11,
10201,
11,
7904,
6030,
90,
51,
30072,
810,
1391,
51,
1279,
25,
3486,
283,
92,
198,
220,
220,
220,
299,
83,
11,
299,
65,
796,
4129,
7,
49535,
82,
828,
954,
7,
271,
86,
316,
7,
2164,
67,
4008,
198,
220,
220,
220,
6997,
796,
685,
3849,
16104,
341,
6759,
8609,
7,
2164,
67,
11,
10201,
158,
109,
120,
8,
329,
10201,
158,
109,
120,
287,
10201,
60,
198,
220,
220,
220,
1312,
86,
1039,
796,
685,
271,
86,
316,
7,
2164,
67,
11,
10201,
158,
109,
120,
8,
329,
10201,
158,
109,
120,
287,
10201,
60,
198,
220,
220,
220,
2163,
277,
7,
87,
11,
7377,
119,
16300,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2124,
82,
796,
555,
8002,
62,
2213,
49908,
7,
87,
11,
1036,
67,
8,
198,
220,
220,
220,
220,
220,
220,
220,
1441,
18074,
231,
79,
1635,
46318,
7,
51,
11,
7377,
119,
16300,
8,
1343,
2160,
26933,
49535,
39611,
95,
1635,
12913,
76,
1042,
963,
7,
34223,
11,
1036,
67,
11,
13096,
11,
10201,
11,
1312,
11,
337,
39611,
95,
11,
1312,
86,
316,
39611,
95,
8,
329,
357,
72,
11,
357,
49535,
39611,
95,
11,
337,
39611,
95,
11,
1312,
86,
316,
39611,
95,
4008,
287,
27056,
378,
7,
13344,
7,
49535,
82,
11,
6997,
11,
1312,
86,
1039,
4008,
12962,
198,
220,
220,
220,
886,
198,
220,
220,
220,
1441,
277,
198,
437,
628,
628,
198,
8818,
7716,
62,
24861,
229,
158,
224,
241,
69,
7,
49535,
82,
11,
18919,
87,
11,
18074,
225,
31185,
87,
11,
410,
8,
198,
220,
220,
220,
299,
83,
11,
299,
65,
796,
4129,
7,
49535,
82,
828,
4129,
7,
85,
8,
198,
220,
220,
220,
491,
49908,
7,
87,
8,
796,
1181,
62,
1462,
62,
2213,
49908,
7,
87,
11,
299,
65,
11,
299,
83,
8,
198,
220,
220,
220,
18872,
229,
158,
224,
241,
69,
7,
87,
8,
796,
4646,
7,
71,
9246,
11,
18074,
231,
158,
109,
120,
1635,
18872,
229,
76,
1042,
963,
7,
87,
158,
109,
120,
11,
18919,
158,
109,
120,
11,
18074,
225,
158,
109,
120,
31185,
11,
410,
8,
329,
357,
49535,
158,
109,
120,
11,
2124,
158,
109,
120,
11,
18919,
158,
109,
120,
11,
18074,
225,
158,
109,
120,
31185,
8,
287,
19974,
7,
49535,
82,
11,
491,
49908,
7,
87,
828,
18919,
87,
11,
18074,
225,
31185,
87,
4008,
198,
220,
220,
220,
18872,
229,
158,
224,
241,
69,
7,
87,
11,
279,
8,
796,
18872,
229,
158,
224,
241,
69,
7,
87,
8,
198,
220,
220,
220,
1441,
18872,
229,
158,
224,
241,
69,
198,
437,
198,
8818,
7716,
62,
24861,
229,
158,
224,
241,
69,
7,
49535,
82,
11,
1036,
67,
11,
10201,
26,
479,
86,
22046,
23029,
198,
220,
220,
220,
299,
83,
11,
299,
65,
796,
4129,
7,
49535,
82,
828,
954,
7,
271,
86,
316,
7,
2164,
67,
4008,
198,
220,
220,
220,
491,
49908,
7,
87,
8,
796,
1181,
62,
1462,
62,
2213,
49908,
7,
87,
11,
299,
65,
11,
299,
83,
8,
198,
220,
220,
220,
6997,
796,
685,
3849,
16104,
341,
6759,
8609,
7,
2164,
67,
11,
10201,
158,
109,
120,
8,
329,
10201,
158,
109,
120,
287,
10201,
60,
198,
220,
220,
220,
50115,
796,
651,
7,
46265,
22046,
11,
1058,
6359,
11,
357,
33327,
7,
738,
414,
329,
1312,
287,
352,
25,
429,
26513,
11,
4008,
198,
220,
220,
220,
18872,
229,
158,
224,
241,
69,
7,
87,
8,
796,
4646,
7,
71,
9246,
11,
18074,
231,
158,
109,
120,
1635,
18872,
229,
76,
1042,
963,
7,
87,
158,
109,
120,
11,
1036,
67,
11,
10201,
158,
109,
120,
11,
337,
28,
44,
158,
109,
120,
11,
269,
28,
66,
158,
109,
120,
8,
329,
357,
49535,
158,
109,
120,
11,
2124,
158,
109,
120,
11,
10201,
158,
109,
120,
11,
337,
158,
109,
120,
11,
269,
158,
109,
120,
8,
287,
19974,
7,
49535,
82,
11,
491,
49908,
7,
87,
828,
10201,
11,
6997,
11,
50115,
4008,
198,
220,
220,
220,
18872,
229,
158,
224,
241,
69,
7,
87,
11,
279,
8,
796,
18872,
229,
158,
224,
241,
69,
7,
87,
8,
198,
220,
220,
220,
1441,
18872,
229,
158,
224,
241,
69,
198,
437,
198,
8818,
7716,
62,
24861,
229,
158,
224,
241,
69,
7,
49535,
82,
11,
1036,
67,
11,
13096,
3712,
22203,
11,
10201,
8,
198,
220,
220,
220,
299,
83,
11,
299,
65,
796,
4129,
7,
49535,
82,
828,
954,
7,
271,
86,
316,
7,
2164,
67,
4008,
198,
220,
220,
220,
6997,
796,
685,
3849,
16104,
341,
6759,
8609,
7,
2164,
67,
11,
10201,
158,
109,
120,
8,
329,
10201,
158,
109,
120,
287,
10201,
60,
198,
220,
220,
220,
1312,
86,
1039,
796,
685,
271,
86,
316,
7,
2164,
67,
11,
10201,
158,
109,
120,
8,
329,
10201,
158,
109,
120,
287,
10201,
60,
198,
220,
220,
220,
2163,
18872,
229,
158,
224,
241,
69,
7,
87,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2124,
82,
796,
555,
8002,
62,
2213,
49908,
7,
87,
11,
1036,
67,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2160,
26933,
49535,
39611,
95,
1635,
18872,
229,
521,
1060,
76,
1042,
963,
7,
403,
8002,
62,
2213,
49908,
7,
87,
11,
1036,
67,
828,
1036,
67,
11,
13096,
11,
10201,
11,
1312,
11,
337,
39611,
95,
11,
1312,
86,
316,
39611,
95,
8,
329,
357,
72,
11,
357,
49535,
39611,
95,
11,
337,
39611,
95,
11,
1312,
86,
316,
39611,
95,
4008,
287,
27056,
378,
7,
13344,
7,
49535,
82,
11,
6997,
11,
1312,
86,
1039,
4008,
12962,
198,
220,
220,
220,
886,
198,
220,
220,
220,
18872,
229,
158,
224,
241,
69,
7,
87,
11,
279,
8,
796,
18872,
229,
158,
224,
241,
69,
7,
87,
8,
198,
220,
220,
220,
1441,
18872,
229,
158,
224,
241,
69,
198,
437,
628,
198,
8818,
277,
62,
392,
62,
24861,
229,
158,
224,
241,
69,
7,
49535,
82,
11,
18919,
87,
11,
18074,
225,
31185,
87,
11,
410,
11,
18074,
231,
79,
11,
7904,
6030,
90,
51,
30072,
810,
1391,
51,
1279,
25,
3486,
283,
92,
198,
220,
220,
220,
7716,
62,
69,
7,
49535,
82,
11,
18919,
87,
11,
18074,
225,
31185,
87,
11,
410,
11,
18074,
231,
79,
11,
309,
828,
7716,
62,
24861,
229,
158,
224,
241,
69,
7,
49535,
82,
11,
18919,
87,
11,
18074,
225,
31185,
87,
11,
410,
8,
198,
437,
198,
8818,
277,
62,
392,
62,
24861,
229,
158,
224,
241,
69,
7,
49535,
82,
11,
18074,
231,
79,
11,
1036,
67,
11,
10201,
11,
7904,
6030,
90,
51,
19629,
479,
86,
22046,
23029,
810,
1391,
51,
1279,
25,
3486,
283,
92,
198,
220,
220,
220,
7716,
62,
69,
7,
49535,
82,
11,
18074,
231,
79,
11,
1036,
67,
11,
10201,
11,
309,
26,
479,
86,
22046,
986,
828,
7716,
62,
24861,
229,
158,
224,
241,
69,
7,
49535,
82,
11,
1036,
67,
11,
10201,
26,
479,
86,
22046,
23029,
198,
437,
198,
8818,
277,
62,
392,
62,
24861,
229,
158,
224,
241,
69,
7,
49535,
82,
11,
18074,
231,
79,
11,
1036,
67,
11,
13096,
3712,
22203,
11,
10201,
11,
7904,
6030,
90,
51,
30072,
810,
1391,
51,
1279,
25,
3486,
283,
92,
198,
220,
220,
220,
7716,
62,
69,
7,
49535,
82,
11,
18074,
231,
79,
11,
1036,
67,
11,
13096,
11,
10201,
11,
309,
828,
7716,
62,
24861,
229,
158,
224,
241,
69,
7,
49535,
82,
11,
1036,
67,
11,
13096,
11,
10201,
8,
198,
437,
198,
39344,
277,
62,
392,
62,
24861,
229,
158,
224,
241,
69,
198,
198,
37811,
198,
220,
220,
220,
46318,
7,
87,
11,
2124,
8158,
11,
18074,
225,
31185,
87,
8158,
11,
410,
8,
198,
198,
31715,
12,
6551,
276,
46318,
286,
953,
11978,
491,
11736,
4600,
87,
63,
1028,
6515,
1612,
11,
4600,
87,
8158,
47671,
1813,
6515,
24198,
11,
4600,
38392,
31185,
87,
8158,
47671,
290,
15343,
4600,
85,
44646,
198,
37811,
198,
8818,
46318,
7,
87,
11,
2124,
8158,
11,
18074,
225,
31185,
87,
8158,
11,
410,
8,
198,
220,
220,
220,
7377,
112,
87,
796,
2124,
532,
2124,
8158,
198,
220,
220,
220,
370,
796,
6031,
27923,
7,
85,
24457,
18074,
225,
31185,
87,
8158,
8,
198,
220,
220,
220,
1441,
657,
13,
20,
1635,
1007,
3455,
7,
138,
112,
87,
8,
1635,
370,
1635,
7377,
112,
87,
1220,
357,
7645,
3455,
7,
87,
8158,
8,
1635,
370,
1635,
2124,
8158,
8,
198,
437,
198,
76,
1042,
963,
7,
87,
11,
7904,
43730,
11,
26498,
23029,
796,
657,
198,
198,
37811,
198,
220,
220,
220,
18872,
229,
76,
1042,
963,
7,
87,
11,
2124,
8158,
11,
18074,
225,
31185,
87,
8158,
11,
410,
8,
198,
198,
2782,
73,
1563,
286,
262,
31312,
286,
4600,
76,
1042,
963,
7,
87,
11,
2124,
8158,
11,
18074,
225,
31185,
87,
8158,
11,
410,
8,
44646,
198,
37811,
198,
8818,
18872,
229,
76,
1042,
963,
7,
87,
11,
2124,
8158,
11,
18074,
225,
31185,
87,
8158,
11,
410,
8,
198,
220,
220,
220,
7377,
112,
87,
796,
2124,
532,
2124,
8158,
198,
220,
220,
220,
370,
796,
6031,
27923,
7,
85,
24457,
18074,
225,
31185,
87,
8158,
8,
198,
220,
220,
220,
1441,
1007,
3455,
7,
54,
1635,
7377,
112,
87,
8,
1220,
357,
7645,
3455,
7,
87,
8158,
8,
1635,
370,
1635,
2124,
8158,
8,
198,
437,
198,
24861,
229,
76,
1042,
963,
7,
87,
11,
7904,
43730,
11,
26498,
23029,
796,
1007,
3455,
7,
9107,
418,
7,
13664,
7,
87,
22305,
628,
628,
198,
2235,
649,
5499,
329,
517,
14276,
10201,
10392,
198,
2,
16926,
46,
3060,
281,
11902,
2163,
4578,
284,
6121,
262,
1366,
878,
14492,
77,
262,
46318,
198,
2,
17934,
611,
329,
31624,
3008,
491,
49908,
1395,
810,
530,
514,
385,
453,
3382,
284,
17775,
262,
46318,
287,
7377,
112,
393,
7377,
113,
13,
198,
8818,
46318,
7,
87,
11,
1036,
67,
3712,
46607,
41339,
11,
10201,
26,
269,
28,
738,
414,
11,
370,
28,
40,
11,
337,
28,
3849,
16104,
341,
6759,
8609,
7,
2164,
67,
11,
10201,
828,
1312,
86,
316,
28,
271,
86,
316,
7,
2164,
67,
11,
10201,
4008,
198,
220,
220,
220,
267,
796,
1570,
7,
8158,
11,
1312,
86,
316,
8,
198,
220,
220,
220,
7377,
112,
87,
796,
337,
1635,
269,
7,
87,
8,
532,
267,
198,
220,
220,
220,
1441,
657,
13,
20,
1635,
1007,
3455,
7,
138,
112,
87,
8,
1635,
370,
1635,
7377,
112,
87,
1220,
357,
7645,
3455,
7,
78,
8,
1635,
370,
1635,
267,
8,
198,
437,
198,
76,
1042,
963,
7,
87,
11,
1036,
67,
3712,
46607,
41339,
11,
7904,
43730,
26,
479,
86,
22046,
23029,
796,
657,
198,
8818,
18872,
229,
76,
1042,
963,
7,
87,
11,
1036,
67,
3712,
46607,
41339,
11,
10201,
26,
269,
28,
738,
414,
11,
370,
28,
40,
11,
337,
28,
3849,
16104,
341,
6759,
8609,
7,
2164,
67,
11,
10201,
828,
1312,
86,
316,
28,
271,
86,
316,
7,
2164,
67,
11,
10201,
4008,
198,
220,
220,
220,
18872,
229,
66,
796,
6031,
27923,
7,
39746,
28813,
13,
1082,
452,
876,
7,
39377,
4613,
269,
7,
87,
764,
10,
7377,
119,
828,
657,
13,
15,
4008,
198,
220,
220,
220,
267,
796,
1570,
7,
8158,
11,
1312,
86,
316,
8,
198,
220,
220,
220,
7377,
112,
87,
796,
337,
1635,
269,
7,
87,
8,
532,
267,
198,
220,
220,
220,
1441,
1007,
3455,
7,
54,
1635,
7377,
112,
87,
8,
1635,
337,
1635,
18872,
229,
66,
1220,
357,
7645,
3455,
7,
78,
8,
1635,
370,
1635,
267,
8,
198,
437,
198,
24861,
229,
76,
1042,
963,
7,
87,
11,
1036,
67,
3712,
46607,
41339,
11,
7904,
43730,
26,
479,
86,
22046,
23029,
796,
1007,
3455,
7,
9107,
418,
7,
13664,
7,
87,
22305,
198,
198,
2,
554,
1339,
262,
46318,
318,
407,
1912,
319,
262,
491,
11736,
475,
319,
617,
2163,
286,
340,
198,
2,
16926,
46,
3060,
3038,
329,
16096,
17593,
329,
4696,
35610,
1167,
567,
710,
344,
198,
8818,
12913,
76,
1042,
963,
7,
34223,
3712,
51,
29291,
11,
1036,
67,
3712,
46607,
41339,
11,
13096,
3712,
22203,
11,
10201,
11,
1312,
11,
337,
28,
3849,
16104,
341,
6759,
8609,
7,
2164,
67,
11,
10201,
58,
72,
46570,
1312,
86,
316,
28,
271,
86,
316,
7,
2164,
67,
11,
10201,
58,
72,
60,
4008,
198,
220,
220,
220,
2124,
17,
796,
13096,
7,
34223,
23029,
198,
220,
220,
220,
503,
796,
657,
13,
15,
198,
220,
220,
220,
267,
796,
10201,
58,
72,
7131,
14246,
316,
11,
1058,
8367,
60,
198,
220,
220,
220,
7377,
112,
87,
796,
337,
1635,
2124,
17,
58,
72,
60,
532,
267,
198,
220,
220,
220,
1441,
657,
13,
20,
1635,
1007,
3455,
7,
138,
112,
87,
8,
1635,
7377,
112,
87,
1220,
357,
7645,
3455,
7,
78,
8,
1635,
267,
8,
198,
437,
198,
8818,
18872,
229,
521,
1060,
76,
1042,
963,
7,
34223,
3712,
51,
29291,
11,
1036,
67,
3712,
46607,
41339,
11,
13096,
3712,
22203,
11,
10201,
11,
1312,
11,
337,
28,
3849,
16104,
341,
6759,
8609,
7,
2164,
67,
11,
10201,
58,
72,
46570,
1312,
86,
316,
28,
271,
86,
316,
7,
2164,
67,
11,
10201,
58,
72,
60,
4008,
198,
220,
220,
220,
2124,
17,
796,
13096,
7,
34223,
23029,
198,
220,
220,
220,
267,
796,
10201,
58,
72,
7131,
14246,
316,
11,
1058,
8367,
60,
198,
220,
220,
220,
7377,
112,
87,
796,
337,
1635,
2124,
17,
58,
72,
60,
532,
267,
198,
220,
220,
220,
18872,
229,
4666,
39611,
95,
796,
18872,
229,
4666,
1958,
7,
4666,
1958,
11,
2124,
82,
11,
1312,
8,
198,
220,
220,
220,
1441,
1007,
3455,
7,
138,
112,
87,
8,
1635,
337,
1635,
18872,
229,
4666,
39611,
95,
1220,
357,
7645,
3455,
7,
78,
8,
1635,
267,
8,
198,
437,
198,
2,
16926,
46,
892,
286,
517,
6942,
835,
284,
3368,
664,
296,
48074,
18872,
229,
4666,
1958,
2187,
329,
1123,
1312,
198,
8818,
18872,
229,
4666,
1958,
7,
4666,
1958,
11,
2124,
82,
11,
1312,
11,
474,
8,
198,
220,
220,
220,
1441,
29877,
7,
18683,
27923,
7,
39746,
28813,
13,
1082,
452,
876,
7,
39377,
4613,
13096,
7,
11766,
5945,
62,
2213,
11736,
7,
34223,
11,
474,
11,
7377,
119,
8,
23029,
58,
72,
4357,
657,
13,
15,
22305,
198,
437,
198,
24861,
229,
4666,
1958,
7,
4666,
1958,
11,
2124,
82,
11,
1312,
8,
796,
4646,
7,
71,
9246,
11,
18872,
229,
4666,
1958,
7,
4666,
1958,
11,
2124,
82,
11,
1312,
11,
474,
8,
329,
474,
287,
352,
25,
13664,
7,
34223,
4008,
628,
198,
2,
28,
46111,
2559,
18604,
198,
41684,
12,
2213,
11736,
2593,
198,
10052,
25609,
796,
2,
198,
198,
8818,
2322,
388,
413,
26022,
276,
62,
27237,
7,
429,
11,
410,
8,
198,
220,
220,
220,
266,
796,
9585,
7,
85,
11,
299,
83,
8,
198,
220,
220,
220,
1441,
299,
26224,
7,
87,
8,
796,
1007,
3455,
7,
87,
8,
1635,
6031,
27923,
7,
86,
8,
1635,
2124,
198,
437,
628,
198,
2,
28,
46111,
2559,
18604,
198,
403,
41291,
286,
5021,
12,
2213,
49908,
198,
10052,
25609,
796,
2,
198,
198,
5219,
62,
1462,
62,
2213,
49908,
7,
87,
11,
299,
65,
11,
299,
83,
8,
796,
299,
83,
29291,
7,
72,
4613,
1181,
62,
1462,
62,
2213,
11736,
7,
87,
11,
299,
65,
11,
299,
83,
11,
1312,
828,
299,
83,
8,
198,
5219,
62,
1462,
62,
2213,
11736,
7,
87,
11,
299,
65,
11,
299,
83,
11,
1312,
8,
796,
1570,
7,
87,
11,
491,
11736,
62,
521,
1063,
7,
46803,
11,
299,
83,
11,
1312,
4008,
198,
8818,
1181,
62,
1462,
62,
2213,
49908,
7,
87,
11,
1036,
67,
8,
198,
220,
220,
220,
299,
65,
796,
1271,
62,
1659,
62,
86,
316,
62,
29305,
7,
2164,
67,
8,
198,
220,
220,
220,
299,
83,
796,
2558,
7,
744,
7,
13664,
7,
87,
8,
1220,
299,
65,
4008,
198,
220,
220,
220,
1441,
1181,
62,
1462,
62,
2213,
49908,
7,
87,
11,
299,
65,
11,
299,
83,
8,
198,
437,
198,
2213,
11736,
62,
521,
1063,
7,
46803,
11,
299,
83,
11,
1312,
8,
796,
357,
72,
532,
352,
8,
1635,
299,
65,
1343,
352,
25,
72,
1635,
299,
65,
198,
2213,
49908,
62,
1462,
62,
5219,
7,
34223,
8,
796,
4646,
7,
85,
9246,
11,
2124,
82,
8,
198,
39344,
1181,
62,
1462,
62,
2213,
49908,
11,
1181,
62,
1462,
62,
2213,
11736,
11,
491,
49908,
62,
1462,
62,
5219,
11,
491,
11736,
62,
521,
1063,
198,
2,
978,
4448,
329,
1365,
1438,
198,
403,
8002,
62,
2213,
49908,
796,
1181,
62,
1462,
62,
2213,
49908,
198,
39344,
555,
8002,
62,
2213,
49908,
628,
628,
198
] | 1.962407 | 7,395 |
<gh_stars>1-10
"""
l1_adaptive_trend_filter{T<:Float64, S<:Int}(y::Vector{T}, components::Vector{S}; f::Vector{T} = Vector{T}(0), numλ::S=S(40), numγ::S=S(10), MAXITER::S=S(500), verbose::Bool=false,lower_bounds::Vector{T}=-10e+7*ones(T, TOTALCOMPONENTS), upper_bounds::Vector{T}=10e+7*ones(T, TOTALCOMPONENTS) )
The function `l1_adaptive_trend_filter` performs the filtering via coordinate descent and takes the following required inputs:
* y : Signal or time-series to be filtered; (Must be a vector of reals)
* components: List of integers corresponding to the types of components to be considered. (must be a vector of integers containing some of the following numbers: 1 = Step, 2 = Spike, 3 = Slope, 4 = Sine, 5 = Cossine )
Optional inputs:
* f: Vector of overcomplete frequencies (Default=ø);
* numλ: Size of the regularizer path for the parameter λ (Default=40);
* numγ: Size of the regularizer path for the parameter γ (Default=10);
* MAXITER: Maximum number of iterations (Default=500);
* verbose: Boolean flag for displaying progress of algorithm (Default=false);
* lower_bounds: List of lower bounds for each component type (Default=[-∞,-∞,-∞,-∞,-∞]);
* upper_bounds: List of upper bpunds for each component type (Default=[+∞,+∞,+∞,+∞,+∞]).
This function returns:
* β_path: Path of components coefficients;
* y_path: Path of filtered signals;
* β_best: Best components coefficients according to the EBIC criteria;
* y_best: Best filtered signal according to the EBIC criteria;
* λ_best: Best value for the λ regularizer according to the EBIC criteria;
* γ_best: Best value for the γ regularizer according to the EBIC criteria.
## Example
```
y = rand(18) # some inputs
components = [1,3] #(meaning we only consider step and slope components)
# run the algorithm
beta_path, y_path, beta_best, y_best, lambda_best, gamma_best = l1_adaptive_trend_filter(y,components)
```
"""
function l1_adaptive_trend_filter{T<:Float64, S<:Int}(
y::Vector{T}, components::Vector{S}; f::Vector{T} = Vector{T}(0), numλ::S=S(40), numγ::S=S(10), MAXITER::S=S(500), verbose::Bool=false,
lower_bounds::Vector{T}=-10e+7*ones(T, TOTALCOMPONENTS), upper_bounds::Vector{T}=10e+7*ones(T, TOTALCOMPONENTS) )
# subtracting the mean
y_mean = mean(y)
y = y - y_mean
# prepare check for dimension sizes
const N = length(y)
# iterator
IT = initIT_range(N, components, f, MAXITER=MAXITER)::iterator
# compute moments
const d = initData(IT, f, f)::dataCD
# inner products between response y and components
const xdy = initXDY(IT, y, d)
# build regularization path for λ (same path shape, different λs)
path, λ_max = compute_λ_path(IT, xdy, numλ, d)
# build regularization path for γ (unique path)
const Γ = compute_γ_path(IT, xdy, numγ, d)
# initialize weights
w = Vector{Float64}[]
for i in 1:TOTALCOMPONENTS
if in(i,IT.components)
push!(w, ones(IT.nelements[i]))
else
push!(w, ones(0))
end
end
# lasso pass
@fastmath β_path, y_path, β_best, y_best, λ_best, γ_best = coordinate_descent(
IT, d, xdy, path, λ_max, [1.0,] , y, lower_bounds, upper_bounds, w, verbose
)
# exclude the components the lasso has set to zero
update_components!(IT, w, β_best, d, xdy)
@fastmath β_path, y_path, β_best, y_best, λ_best, γ_best = coordinate_descent(
IT, d, xdy, path, λ_max, Γ, y, lower_bounds, upper_bounds, w, verbose
)
# adding back the mean
y_best = y_best + y_mean
if verbose
print(string(
"best regularization according to BIC was (λ=", round(λ_best, 3),
", γ=", round(γ_best, 3), ") \n"
))
end
return β_path, y_path, β_best, y_best, λ_best, γ_best
end
# coordinate descent algorithm for the regularization path (Λ x Γ)
function coordinate_descent(
IT::iterator, d::dataCD, xdy::Vector{Vector{Float64}}, path::Vector{Float64}, λ_max::Vector{Float64}, Γ::Vector{Float64},
y::Vector{Float64}, lower_bounds::Vector{Float64}, upper_bounds::Vector{Float64}, w::Vector{Vector{Float64}}, verbose::Bool; sparse::Int = 0
)
const N = IT.obs
# initializations
#if sparse == 1
# β_path, β_tilde, β, activeSet = initSparse(IT)
#else
β_path, β_tilde, β, activeSet = initDense(IT)
#end
# memory allocation
BIC = Inf::Float64
β_ols = 0.0::Float64
partial_fit = 0.0
β_best = 0.0
y_best = 0
λ_best = 0.0
γ_best = 0.0
path_iteration = 0
y_path = Vector{Float64}[]
#for i in 1:TOTALCOMPONENTS
# push!(w, zeros(IT.nelements[i]))
#end
# regularization path
@inbounds for γ in Γ
# clear warm-start
clear_warmstart!(β_tilde, IT)
@inbounds for path_iter in path
λ = path_iter * λ_max
change_flag = true
if verbose
path_iteration += 1
print(string(
"regularizers = (", round(λ, 3), ", ", round(γ, 3),
") path iteration = ", path_iteration, ".\n"
))
end
# loop until active set converges
@inbounds for iter in 1:IT.maxIter
if verbose
println(iter)
end
# convergence check
if !change_flag
break
end
change_flag = false
# cycle through every component
@inbounds for c1 in IT.components, j in IT.elements[c1]
# consider hoisting means and variaces, for better memoru use
# compute the partial fit with the components in the active set
partial_fit = 0.0
@inbounds for c2 in IT.components, l in IT.elements[c2]
@inbounds if activeSet[c2][l] && (c1, j) != (c2, l)
@inbounds partial_fit += GM2(c1, c2, j, l, d, N) * β_tilde[c2][l]
end
end
# univariate ordinary leasts squares coefficient
inner_prod_partial_residual = (xdy[c1][j] - partial_fit) / IT.obs
# weighted penalty
#w[c1][j] = 1.0 / (abs(β_ols)^γ)
# w[c1][j] = 1.0 / abs(inner_prod_partial_residual)
# # soft thresholding operator
# if abs(inner_prod_partial_residual) <= λ[c1] * w[c1][j]^γ
# if activeSet[c1][j]
# β_tilde[c1][j] = 0.0
# activeSet[c1][j] = false
# change_flag = true
# #println("$(c1) , $(j)")
# end
# else
# β_tilde[c1][j] = sign(inner_prod_partial_residual) * (abs(inner_prod_partial_residual) - λ[c1] * w[c1][j]^γ) / (d.σ[c1][j]^2)
# # projection onto the box constraints [lower_bound, upper_bound]
# β_tilde[c1][j] = max(β_tilde[c1][j], lower_bounds[c1])
# β_tilde[c1][j] = min(β_tilde[c1][j], upper_bounds[c1])
# if !activeSet[c1][j] #&& β_tilde[c1][j] != 0.0
# activeSet[c1][j] = true
# change_flag = true
# #println("$(c1) , $(j)")
# end
# end
change_flag = soft_treshold(j, inner_prod_partial_residual, λ[c1], γ, w[c1][j], activeSet[c1], β_tilde[c1], d.σ[c1][j], lower_bounds[c1], upper_bounds[c1])
end
end
push!(β_path, deepcopy(β_tilde))
# bayesian information criterion
BIC_new, y_hat = compute_BIC(y, β_tilde, activeSet, IT, d, xdy)
push!(y_path, copy(y_hat))
if verbose
print(string(" BIC = ", BIC_new))
end
# save the best fit so far
if BIC_new < BIC
BIC = BIC_new
y_best = copy(y_hat)
β_best = deepcopy(β_tilde)
λ_best = λ
γ_best = γ
end
end
end
return β_path, y_path, β_best, y_best, λ_best, γ_best
end
function clear_warmstart!(β_tilde::Vector{Vector{Float64}}, IT::iterator)
# clear warm-start
for i in IT.components
for j in IT.elements[i]
β_tilde[i][j] = 0.0
end
end
nothing
end
function soft_treshold(j::Int, residual::Float64, λ::Float64, γ::Float64, w::Float64, activeSet::Vector{Bool}, β_tilde::Vector{Float64},
var::Float64, lb::Float64, ub::Float64 )::Bool
if abs(residual) <= λ * w^γ
if activeSet[j]
β_tilde[j] = 0.0
activeSet[j] = false
return true
#println("$(c1) , $(j)")
else
return false
end
else
β_tilde[j] = sign(residual) * (abs(residual) - λ * w^γ) / (var^2)
# projection onto the box constraints [lower_bound, upper_bound]
β_tilde[j] = max(β_tilde[j], lb)
β_tilde[j] = min(β_tilde[j], ub)
if !activeSet[j] #&& β_tilde[c1][j] != 0.0
activeSet[j] = true
return true
#println("$(c1) , $(j)")
else
return false
end
end
return false
end
function update_components!(IT, w, β, d, xdy)
# clear given iterator
for c in IT.components
IT.elements[c] = Int[]
end
for c in IT.components
for j in 1:IT.nelements[c]
if β[c][j] != 0.0
# pre-compute weight
w[c][j] = abs(1.0 / β[c][j]) #/ (d.σ[c][j]^2)
β[c][j] = 0.0
# update iterator only with nonzero elements
push!(IT.elements[c], j)
end
end
end
return nothing
end
| [
27,
456,
62,
30783,
29,
16,
12,
940,
198,
37811,
198,
75,
16,
62,
42552,
425,
62,
83,
10920,
62,
24455,
90,
51,
27,
25,
43879,
2414,
11,
311,
27,
25,
5317,
92,
7,
88,
3712,
38469,
90,
51,
5512,
6805,
3712,
38469,
90,
50,
19629,
277,
3712,
38469,
90,
51,
92,
796,
20650,
90,
51,
92,
7,
15,
828,
997,
39377,
3712,
50,
28,
50,
7,
1821,
828,
997,
42063,
3712,
50,
28,
50,
7,
940,
828,
25882,
2043,
1137,
3712,
50,
28,
50,
7,
4059,
828,
15942,
577,
3712,
33,
970,
28,
9562,
11,
21037,
62,
65,
3733,
3712,
38469,
90,
51,
92,
10779,
940,
68,
10,
22,
9,
1952,
7,
51,
11,
36247,
9858,
47,
1340,
15365,
828,
6727,
62,
65,
3733,
3712,
38469,
90,
51,
92,
28,
940,
68,
10,
22,
9,
1952,
7,
51,
11,
36247,
9858,
47,
1340,
15365,
8,
1267,
198,
198,
464,
2163,
4600,
75,
16,
62,
42552,
425,
62,
83,
10920,
62,
24455,
63,
17706,
262,
25431,
2884,
20435,
18598,
290,
2753,
262,
1708,
2672,
17311,
25,
198,
198,
9,
331,
1058,
26484,
393,
640,
12,
25076,
284,
307,
29083,
26,
357,
34320,
307,
257,
15879,
286,
302,
874,
8,
198,
9,
6805,
25,
7343,
286,
37014,
11188,
284,
262,
3858,
286,
6805,
284,
307,
3177,
13,
357,
27238,
307,
257,
15879,
286,
37014,
7268,
617,
286,
262,
1708,
3146,
25,
352,
796,
5012,
11,
362,
796,
26309,
11,
513,
796,
3454,
3008,
11,
604,
796,
311,
500,
11,
642,
796,
327,
793,
500,
1267,
198,
220,
220,
220,
220,
198,
198,
30719,
17311,
25,
198,
198,
9,
277,
25,
20650,
286,
625,
20751,
19998,
357,
19463,
28,
24172,
1776,
198,
9,
997,
39377,
25,
12849,
286,
262,
3218,
7509,
3108,
329,
262,
11507,
7377,
119,
357,
19463,
28,
1821,
1776,
198,
9,
997,
42063,
25,
12849,
286,
262,
3218,
7509,
3108,
329,
262,
11507,
7377,
111,
357,
19463,
28,
940,
1776,
198,
9,
25882,
2043,
1137,
25,
22246,
1271,
286,
34820,
357,
19463,
28,
4059,
1776,
198,
9,
15942,
577,
25,
41146,
6056,
329,
19407,
4371,
286,
11862,
357,
19463,
28,
9562,
1776,
198,
9,
2793,
62,
65,
3733,
25,
7343,
286,
2793,
22303,
329,
1123,
7515,
2099,
357,
19463,
41888,
12,
24861,
252,
12095,
24861,
252,
12095,
24861,
252,
12095,
24861,
252,
12095,
24861,
252,
36563,
198,
9,
6727,
62,
65,
3733,
25,
7343,
286,
6727,
275,
79,
917,
82,
329,
1123,
7515,
2099,
357,
19463,
41888,
10,
24861,
252,
11,
10,
24861,
252,
11,
10,
24861,
252,
11,
10,
24861,
252,
11,
10,
24861,
252,
35944,
198,
198,
1212,
2163,
5860,
25,
198,
198,
9,
220,
27169,
62,
6978,
25,
10644,
286,
6805,
44036,
26,
198,
9,
220,
331,
62,
6978,
25,
10644,
286,
29083,
10425,
26,
198,
9,
220,
27169,
62,
13466,
25,
6705,
6805,
44036,
1864,
284,
262,
43374,
2149,
9987,
26,
198,
9,
220,
331,
62,
13466,
25,
6705,
29083,
6737,
1864,
284,
262,
43374,
2149,
9987,
26,
198,
9,
220,
7377,
119,
62,
13466,
25,
6705,
1988,
329,
262,
7377,
119,
3218,
7509,
1864,
284,
262,
43374,
2149,
9987,
26,
198,
9,
220,
7377,
111,
62,
13466,
25,
6705,
1988,
329,
262,
7377,
111,
3218,
7509,
1864,
284,
262,
43374,
2149,
9987,
13,
198,
198,
2235,
17934,
198,
198,
15506,
63,
198,
88,
796,
43720,
7,
1507,
8,
1303,
617,
17311,
198,
5589,
3906,
796,
685,
16,
11,
18,
60,
1303,
7,
24815,
356,
691,
2074,
2239,
290,
22638,
6805,
8,
198,
198,
2,
1057,
262,
11862,
198,
31361,
62,
6978,
11,
331,
62,
6978,
11,
12159,
62,
13466,
11,
331,
62,
13466,
11,
37456,
62,
13466,
11,
34236,
62,
13466,
796,
300,
16,
62,
42552,
425,
62,
83,
10920,
62,
24455,
7,
88,
11,
5589,
3906,
8,
198,
15506,
63,
198,
198,
37811,
198,
8818,
300,
16,
62,
42552,
425,
62,
83,
10920,
62,
24455,
90,
51,
27,
25,
43879,
2414,
11,
311,
27,
25,
5317,
92,
7,
198,
220,
220,
220,
331,
3712,
38469,
90,
51,
5512,
6805,
3712,
38469,
90,
50,
19629,
277,
3712,
38469,
90,
51,
92,
796,
20650,
90,
51,
92,
7,
15,
828,
997,
39377,
3712,
50,
28,
50,
7,
1821,
828,
997,
42063,
3712,
50,
28,
50,
7,
940,
828,
25882,
2043,
1137,
3712,
50,
28,
50,
7,
4059,
828,
15942,
577,
3712,
33,
970,
28,
9562,
11,
198,
220,
220,
220,
2793,
62,
65,
3733,
3712,
38469,
90,
51,
92,
10779,
940,
68,
10,
22,
9,
1952,
7,
51,
11,
36247,
9858,
47,
1340,
15365,
828,
6727,
62,
65,
3733,
3712,
38469,
90,
51,
92,
28,
940,
68,
10,
22,
9,
1952,
7,
51,
11,
36247,
9858,
47,
1340,
15365,
8,
1267,
628,
220,
220,
220,
1303,
34128,
278,
262,
1612,
198,
220,
220,
220,
331,
62,
32604,
796,
1612,
7,
88,
8,
198,
220,
220,
220,
331,
796,
331,
532,
331,
62,
32604,
628,
220,
220,
220,
1303,
8335,
2198,
329,
15793,
10620,
198,
220,
220,
220,
1500,
399,
796,
4129,
7,
88,
8,
628,
220,
220,
220,
1303,
41313,
198,
220,
220,
220,
7283,
796,
2315,
2043,
62,
9521,
7,
45,
11,
6805,
11,
277,
11,
25882,
2043,
1137,
28,
22921,
2043,
1137,
2599,
25,
48727,
628,
220,
220,
220,
1303,
24061,
7188,
198,
220,
220,
220,
1500,
288,
796,
2315,
6601,
7,
2043,
11,
277,
11,
277,
2599,
25,
7890,
8610,
628,
220,
220,
220,
1303,
8434,
3186,
1022,
2882,
331,
290,
6805,
198,
220,
220,
220,
1500,
2124,
9892,
796,
2315,
55,
35,
56,
7,
2043,
11,
331,
11,
288,
8,
628,
220,
220,
220,
1303,
1382,
3218,
1634,
3108,
329,
7377,
119,
357,
31642,
3108,
5485,
11,
1180,
7377,
119,
82,
8,
198,
220,
220,
220,
3108,
11,
7377,
119,
62,
9806,
796,
24061,
62,
39377,
62,
6978,
7,
2043,
11,
2124,
9892,
11,
997,
39377,
11,
288,
8,
628,
220,
220,
220,
1303,
1382,
3218,
1634,
3108,
329,
7377,
111,
357,
34642,
3108,
8,
198,
220,
220,
220,
1500,
7377,
241,
796,
24061,
62,
42063,
62,
6978,
7,
2043,
11,
2124,
9892,
11,
997,
42063,
11,
288,
8,
628,
220,
220,
220,
1303,
41216,
19590,
198,
220,
220,
220,
266,
796,
20650,
90,
43879,
2414,
92,
21737,
198,
220,
220,
220,
329,
1312,
287,
352,
25,
51,
27510,
9858,
47,
1340,
15365,
198,
220,
220,
220,
220,
220,
220,
220,
611,
287,
7,
72,
11,
2043,
13,
5589,
3906,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
4574,
0,
7,
86,
11,
3392,
7,
2043,
13,
710,
3639,
58,
72,
60,
4008,
198,
220,
220,
220,
220,
220,
220,
220,
2073,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
4574,
0,
7,
86,
11,
3392,
7,
15,
4008,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
886,
628,
220,
220,
220,
1303,
300,
28372,
1208,
198,
220,
220,
220,
2488,
7217,
11018,
27169,
62,
6978,
11,
331,
62,
6978,
11,
27169,
62,
13466,
11,
331,
62,
13466,
11,
7377,
119,
62,
13466,
11,
7377,
111,
62,
13466,
796,
20435,
62,
8906,
1087,
7,
198,
220,
220,
220,
220,
220,
7283,
11,
288,
11,
2124,
9892,
11,
3108,
11,
7377,
119,
62,
9806,
11,
685,
16,
13,
15,
11,
60,
837,
331,
11,
2793,
62,
65,
3733,
11,
6727,
62,
65,
3733,
11,
266,
11,
15942,
577,
198,
220,
220,
220,
220,
220,
1267,
628,
220,
220,
220,
1303,
19607,
262,
6805,
262,
300,
28372,
468,
900,
284,
6632,
198,
220,
220,
220,
4296,
62,
5589,
3906,
0,
7,
2043,
11,
266,
11,
27169,
62,
13466,
11,
288,
11,
2124,
9892,
8,
628,
220,
220,
220,
2488,
7217,
11018,
27169,
62,
6978,
11,
331,
62,
6978,
11,
27169,
62,
13466,
11,
331,
62,
13466,
11,
7377,
119,
62,
13466,
11,
7377,
111,
62,
13466,
796,
20435,
62,
8906,
1087,
7,
198,
220,
220,
220,
220,
220,
7283,
11,
288,
11,
2124,
9892,
11,
3108,
11,
7377,
119,
62,
9806,
11,
7377,
241,
11,
331,
11,
2793,
62,
65,
3733,
11,
6727,
62,
65,
3733,
11,
266,
11,
15942,
577,
198,
220,
220,
220,
1267,
628,
220,
220,
220,
1303,
4375,
736,
262,
1612,
198,
220,
220,
220,
331,
62,
13466,
796,
331,
62,
13466,
1343,
331,
62,
32604,
628,
220,
220,
220,
611,
15942,
577,
198,
220,
220,
220,
220,
220,
3601,
7,
8841,
7,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
366,
13466,
3218,
1634,
1864,
284,
347,
2149,
373,
357,
39377,
28,
1600,
2835,
7,
39377,
62,
13466,
11,
513,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
33172,
7377,
111,
28,
1600,
2835,
7,
42063,
62,
13466,
11,
513,
828,
366,
8,
3467,
77,
1,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
15306,
198,
220,
220,
220,
886,
628,
220,
220,
220,
1441,
27169,
62,
6978,
11,
331,
62,
6978,
11,
27169,
62,
13466,
11,
331,
62,
13466,
11,
7377,
119,
62,
13466,
11,
7377,
111,
62,
13466,
198,
437,
198,
198,
2,
20435,
18598,
11862,
329,
262,
3218,
1634,
3108,
357,
138,
249,
2124,
7377,
241,
8,
198,
8818,
20435,
62,
8906,
1087,
7,
198,
220,
220,
220,
7283,
3712,
48727,
11,
288,
3712,
7890,
8610,
11,
2124,
9892,
3712,
38469,
90,
38469,
90,
43879,
2414,
92,
5512,
3108,
3712,
38469,
90,
43879,
2414,
5512,
7377,
119,
62,
9806,
3712,
38469,
90,
43879,
2414,
5512,
7377,
241,
3712,
38469,
90,
43879,
2414,
5512,
198,
220,
220,
220,
331,
3712,
38469,
90,
43879,
2414,
5512,
2793,
62,
65,
3733,
3712,
38469,
90,
43879,
2414,
5512,
6727,
62,
65,
3733,
3712,
38469,
90,
43879,
2414,
5512,
266,
3712,
38469,
90,
38469,
90,
43879,
2414,
92,
5512,
15942,
577,
3712,
33,
970,
26,
29877,
3712,
5317,
796,
657,
198,
220,
220,
220,
1267,
628,
220,
1500,
399,
796,
7283,
13,
8158,
628,
220,
1303,
4238,
4582,
198,
220,
1303,
361,
29877,
6624,
352,
198,
220,
1303,
220,
27169,
62,
6978,
11,
27169,
62,
83,
44725,
11,
27169,
11,
4075,
7248,
796,
2315,
50,
29572,
7,
2043,
8,
198,
220,
1303,
17772,
198,
220,
27169,
62,
6978,
11,
27169,
62,
83,
44725,
11,
27169,
11,
4075,
7248,
796,
2315,
35,
1072,
7,
2043,
8,
198,
220,
1303,
437,
628,
220,
1303,
4088,
20157,
198,
220,
347,
2149,
796,
4806,
3712,
43879,
2414,
198,
220,
27169,
62,
10220,
796,
657,
13,
15,
3712,
43879,
2414,
198,
220,
13027,
62,
11147,
796,
657,
13,
15,
198,
220,
27169,
62,
13466,
796,
657,
13,
15,
198,
220,
331,
62,
13466,
796,
657,
198,
220,
7377,
119,
62,
13466,
796,
657,
13,
15,
198,
220,
7377,
111,
62,
13466,
796,
657,
13,
15,
198,
220,
3108,
62,
2676,
341,
796,
657,
628,
220,
331,
62,
6978,
796,
20650,
90,
43879,
2414,
92,
21737,
198,
220,
1303,
1640,
1312,
287,
352,
25,
51,
27510,
9858,
47,
1340,
15365,
198,
220,
1303,
220,
4574,
0,
7,
86,
11,
1976,
27498,
7,
2043,
13,
710,
3639,
58,
72,
60,
4008,
198,
220,
1303,
437,
628,
220,
1303,
3218,
1634,
3108,
198,
220,
2488,
259,
65,
3733,
329,
7377,
111,
287,
7377,
241,
628,
220,
220,
220,
1303,
1598,
5814,
12,
9688,
198,
220,
220,
220,
1598,
62,
31975,
9688,
0,
7,
26638,
62,
83,
44725,
11,
7283,
8,
628,
220,
220,
220,
2488,
259,
65,
3733,
329,
3108,
62,
2676,
287,
3108,
628,
220,
220,
220,
220,
220,
7377,
119,
796,
3108,
62,
2676,
1635,
7377,
119,
62,
9806,
628,
220,
220,
220,
220,
220,
1487,
62,
32109,
796,
2081,
628,
220,
220,
220,
220,
220,
611,
15942,
577,
198,
220,
220,
220,
220,
220,
220,
220,
3108,
62,
2676,
341,
15853,
352,
198,
220,
220,
220,
220,
220,
220,
220,
3601,
7,
8841,
7,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
366,
16338,
11341,
796,
357,
1600,
2835,
7,
39377,
11,
513,
828,
33172,
33172,
2835,
7,
42063,
11,
513,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
366,
8,
3108,
24415,
796,
33172,
3108,
62,
2676,
341,
11,
27071,
59,
77,
1,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
15306,
198,
220,
220,
220,
220,
220,
886,
628,
220,
220,
220,
220,
220,
1303,
9052,
1566,
4075,
900,
6718,
3212,
198,
220,
220,
220,
220,
220,
2488,
259,
65,
3733,
329,
11629,
287,
352,
25,
2043,
13,
9806,
29993,
628,
220,
220,
220,
220,
220,
220,
220,
611,
15942,
577,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
44872,
7,
2676,
8,
198,
220,
220,
220,
220,
220,
220,
220,
886,
628,
220,
220,
220,
220,
220,
220,
220,
1303,
40826,
2198,
198,
220,
220,
220,
220,
220,
220,
220,
611,
5145,
3803,
62,
32109,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2270,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
1487,
62,
32109,
796,
3991,
628,
220,
220,
220,
220,
220,
220,
220,
1303,
6772,
832,
790,
7515,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
259,
65,
3733,
329,
269,
16,
287,
7283,
13,
5589,
3906,
11,
474,
287,
7283,
13,
68,
3639,
58,
66,
16,
60,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1303,
2074,
8169,
9665,
1724,
290,
5553,
2114,
11,
329,
1365,
16181,
84,
779,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1303,
24061,
262,
13027,
4197,
351,
262,
6805,
287,
262,
4075,
900,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
13027,
62,
11147,
796,
657,
13,
15,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
259,
65,
3733,
329,
269,
17,
287,
7283,
13,
5589,
3906,
11,
300,
287,
7283,
13,
68,
3639,
58,
66,
17,
60,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
259,
65,
3733,
611,
4075,
7248,
58,
66,
17,
7131,
75,
60,
11405,
357,
66,
16,
11,
474,
8,
14512,
357,
66,
17,
11,
300,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
259,
65,
3733,
13027,
62,
11147,
15853,
6951,
17,
7,
66,
16,
11,
269,
17,
11,
474,
11,
300,
11,
288,
11,
399,
8,
1635,
27169,
62,
83,
44725,
58,
66,
17,
7131,
75,
60,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
886,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1303,
555,
42524,
8850,
1551,
82,
24438,
35381,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
8434,
62,
1676,
67,
62,
47172,
62,
411,
312,
723,
796,
357,
87,
9892,
58,
66,
16,
7131,
73,
60,
532,
13027,
62,
11147,
8,
1220,
7283,
13,
8158,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1303,
26356,
7389,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1303,
86,
58,
66,
16,
7131,
73,
60,
796,
352,
13,
15,
1220,
357,
8937,
7,
26638,
62,
10220,
8,
61,
42063,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1303,
266,
58,
66,
16,
7131,
73,
60,
796,
352,
13,
15,
1220,
2352,
7,
5083,
62,
1676,
67,
62,
47172,
62,
411,
312,
723,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1303,
1303,
2705,
11387,
278,
10088,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1303,
611,
2352,
7,
5083,
62,
1676,
67,
62,
47172,
62,
411,
312,
723,
8,
19841,
7377,
119,
58,
66,
16,
60,
1635,
266,
58,
66,
16,
7131,
73,
60,
61,
42063,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1303,
220,
220,
220,
220,
611,
4075,
7248,
58,
66,
16,
7131,
73,
60,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1303,
220,
220,
220,
220,
220,
220,
220,
220,
27169,
62,
83,
44725,
58,
66,
16,
7131,
73,
60,
796,
657,
13,
15,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1303,
220,
220,
220,
220,
220,
220,
220,
220,
4075,
7248,
58,
66,
16,
7131,
73,
60,
796,
3991,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1303,
220,
220,
220,
220,
220,
220,
220,
220,
1487,
62,
32109,
796,
2081,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1303,
220,
220,
220,
220,
220,
220,
220,
220,
1303,
35235,
7203,
3,
7,
66,
16,
8,
220,
837,
29568,
73,
8,
4943,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1303,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1303,
2073,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1303,
220,
220,
220,
220,
27169,
62,
83,
44725,
58,
66,
16,
7131,
73,
60,
796,
1051,
7,
5083,
62,
1676,
67,
62,
47172,
62,
411,
312,
723,
8,
1635,
357,
8937,
7,
5083,
62,
1676,
67,
62,
47172,
62,
411,
312,
723,
8,
532,
7377,
119,
58,
66,
16,
60,
1635,
266,
58,
66,
16,
7131,
73,
60,
61,
42063,
8,
1220,
357,
67,
13,
38392,
58,
66,
16,
7131,
73,
60,
61,
17,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1303,
220,
220,
220,
220,
1303,
20128,
4291,
262,
3091,
17778,
685,
21037,
62,
7784,
11,
6727,
62,
7784,
60,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1303,
220,
220,
220,
220,
27169,
62,
83,
44725,
58,
66,
16,
7131,
73,
60,
796,
3509,
7,
26638,
62,
83,
44725,
58,
66,
16,
7131,
73,
4357,
2793,
62,
65,
3733,
58,
66,
16,
12962,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1303,
220,
220,
220,
220,
27169,
62,
83,
44725,
58,
66,
16,
7131,
73,
60,
796,
949,
7,
26638,
62,
83,
44725,
58,
66,
16,
7131,
73,
4357,
6727,
62,
65,
3733,
58,
66,
16,
12962,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1303,
220,
220,
220,
220,
611,
5145,
5275,
7248,
58,
66,
16,
7131,
73,
60,
1303,
25226,
27169,
62,
83,
44725,
58,
66,
16,
7131,
73,
60,
14512,
657,
13,
15,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1303,
220,
220,
220,
220,
220,
220,
220,
220,
4075,
7248,
58,
66,
16,
7131,
73,
60,
796,
2081,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1303,
220,
220,
220,
220,
220,
220,
220,
220,
1487,
62,
32109,
796,
2081,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1303,
220,
220,
220,
220,
220,
220,
220,
220,
1303,
35235,
7203,
3,
7,
66,
16,
8,
220,
837,
29568,
73,
8,
4943,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1303,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1303,
886,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1487,
62,
32109,
796,
2705,
62,
83,
10126,
7,
73,
11,
8434,
62,
1676,
67,
62,
47172,
62,
411,
312,
723,
11,
7377,
119,
58,
66,
16,
4357,
7377,
111,
11,
266,
58,
66,
16,
7131,
73,
4357,
4075,
7248,
58,
66,
16,
4357,
27169,
62,
83,
44725,
58,
66,
16,
4357,
288,
13,
38392,
58,
66,
16,
7131,
73,
4357,
2793,
62,
65,
3733,
58,
66,
16,
4357,
6727,
62,
65,
3733,
58,
66,
16,
12962,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
886,
628,
198,
220,
220,
220,
220,
220,
4574,
0,
7,
26638,
62,
6978,
11,
2769,
30073,
7,
26638,
62,
83,
44725,
4008,
628,
220,
220,
220,
220,
220,
1303,
15489,
35610,
1321,
34054,
198,
220,
220,
220,
220,
220,
347,
2149,
62,
3605,
11,
331,
62,
5183,
796,
24061,
62,
33,
2149,
7,
88,
11,
27169,
62,
83,
44725,
11,
4075,
7248,
11,
7283,
11,
288,
11,
2124,
9892,
8,
628,
220,
220,
220,
220,
220,
4574,
0,
7,
88,
62,
6978,
11,
4866,
7,
88,
62,
5183,
4008,
198,
220,
220,
220,
220,
198,
220,
220,
220,
220,
220,
611,
15942,
577,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
3601,
7,
8841,
7203,
347,
2149,
796,
33172,
347,
2149,
62,
3605,
4008,
198,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
198,
220,
220,
220,
220,
220,
1303,
3613,
262,
1266,
4197,
523,
1290,
198,
220,
220,
220,
220,
220,
611,
347,
2149,
62,
3605,
1279,
347,
2149,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
347,
2149,
796,
347,
2149,
62,
3605,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
331,
62,
13466,
796,
4866,
7,
88,
62,
5183,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
27169,
62,
13466,
796,
2769,
30073,
7,
26638,
62,
83,
44725,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
7377,
119,
62,
13466,
796,
7377,
119,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
7377,
111,
62,
13466,
796,
7377,
111,
198,
220,
220,
220,
220,
220,
886,
628,
220,
220,
220,
886,
198,
220,
886,
628,
220,
1441,
27169,
62,
6978,
11,
331,
62,
6978,
11,
27169,
62,
13466,
11,
331,
62,
13466,
11,
7377,
119,
62,
13466,
11,
7377,
111,
62,
13466,
198,
437,
198,
198,
8818,
1598,
62,
31975,
9688,
0,
7,
26638,
62,
83,
44725,
3712,
38469,
90,
38469,
90,
43879,
2414,
92,
5512,
7283,
3712,
48727,
8,
628,
220,
1303,
1598,
5814,
12,
9688,
198,
220,
220,
220,
329,
1312,
287,
7283,
13,
5589,
3906,
198,
220,
220,
220,
220,
220,
220,
220,
329,
474,
287,
7283,
13,
68,
3639,
58,
72,
60,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
27169,
62,
83,
44725,
58,
72,
7131,
73,
60,
796,
657,
13,
15,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
886,
628,
220,
220,
220,
2147,
198,
437,
198,
198,
8818,
2705,
62,
83,
10126,
7,
73,
3712,
5317,
11,
29598,
3712,
43879,
2414,
11,
7377,
119,
3712,
43879,
2414,
11,
7377,
111,
3712,
43879,
2414,
11,
266,
3712,
43879,
2414,
11,
4075,
7248,
3712,
38469,
90,
33,
970,
5512,
27169,
62,
83,
44725,
3712,
38469,
90,
43879,
2414,
5512,
220,
198,
220,
220,
220,
1401,
3712,
43879,
2414,
11,
18360,
3712,
43879,
2414,
11,
20967,
3712,
43879,
2414,
1267,
3712,
33,
970,
628,
220,
220,
220,
611,
2352,
7,
411,
312,
723,
8,
19841,
7377,
119,
1635,
266,
61,
42063,
198,
220,
220,
220,
220,
220,
220,
220,
611,
4075,
7248,
58,
73,
60,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
27169,
62,
83,
44725,
58,
73,
60,
796,
657,
13,
15,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
4075,
7248,
58,
73,
60,
796,
3991,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1441,
2081,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1303,
35235,
7203,
3,
7,
66,
16,
8,
220,
837,
29568,
73,
8,
4943,
198,
220,
220,
220,
220,
220,
220,
220,
2073,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1441,
3991,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
2073,
198,
220,
220,
220,
220,
220,
220,
220,
27169,
62,
83,
44725,
58,
73,
60,
796,
1051,
7,
411,
312,
723,
8,
1635,
357,
8937,
7,
411,
312,
723,
8,
532,
7377,
119,
1635,
266,
61,
42063,
8,
1220,
357,
7785,
61,
17,
8,
628,
220,
220,
220,
220,
220,
220,
220,
1303,
20128,
4291,
262,
3091,
17778,
685,
21037,
62,
7784,
11,
6727,
62,
7784,
60,
198,
220,
220,
220,
220,
220,
220,
220,
27169,
62,
83,
44725,
58,
73,
60,
796,
3509,
7,
26638,
62,
83,
44725,
58,
73,
4357,
18360,
8,
198,
220,
220,
220,
220,
220,
220,
220,
27169,
62,
83,
44725,
58,
73,
60,
796,
949,
7,
26638,
62,
83,
44725,
58,
73,
4357,
20967,
8,
628,
220,
220,
220,
220,
220,
220,
220,
611,
5145,
5275,
7248,
58,
73,
60,
1303,
25226,
27169,
62,
83,
44725,
58,
66,
16,
7131,
73,
60,
14512,
657,
13,
15,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
4075,
7248,
58,
73,
60,
796,
2081,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1441,
2081,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1303,
35235,
7203,
3,
7,
66,
16,
8,
220,
837,
29568,
73,
8,
4943,
198,
220,
220,
220,
220,
220,
220,
220,
2073,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1441,
3991,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
886,
198,
220,
220,
220,
1441,
3991,
198,
437,
198,
198,
8818,
4296,
62,
5589,
3906,
0,
7,
2043,
11,
266,
11,
27169,
11,
288,
11,
2124,
9892,
8,
628,
220,
1303,
1598,
1813,
41313,
198,
220,
329,
269,
287,
7283,
13,
5589,
3906,
198,
220,
220,
220,
7283,
13,
68,
3639,
58,
66,
60,
796,
2558,
21737,
198,
220,
886,
628,
220,
329,
269,
287,
7283,
13,
5589,
3906,
198,
220,
220,
220,
329,
474,
287,
352,
25,
2043,
13,
710,
3639,
58,
66,
60,
628,
220,
220,
220,
220,
220,
611,
27169,
58,
66,
7131,
73,
60,
14512,
657,
13,
15,
198,
220,
220,
220,
220,
220,
220,
220,
1303,
662,
12,
5589,
1133,
3463,
198,
220,
220,
220,
220,
220,
220,
220,
266,
58,
66,
7131,
73,
60,
796,
2352,
7,
16,
13,
15,
1220,
27169,
58,
66,
7131,
73,
12962,
1303,
14,
357,
67,
13,
38392,
58,
66,
7131,
73,
60,
61,
17,
8,
198,
220,
220,
220,
220,
220,
220,
220,
27169,
58,
66,
7131,
73,
60,
796,
657,
13,
15,
198,
220,
220,
220,
220,
220,
220,
220,
1303,
4296,
41313,
691,
351,
1729,
22570,
4847,
198,
220,
220,
220,
220,
220,
220,
220,
4574,
0,
7,
2043,
13,
68,
3639,
58,
66,
4357,
474,
8,
198,
220,
220,
220,
220,
220,
886,
628,
220,
220,
220,
886,
198,
220,
886,
628,
220,
1441,
2147,
198,
437,
198
] | 2.108545 | 4,459 |
# Surrogate functions
hinge(x, ϑ::Real = 1) = max(zero(x), 1 + ϑ * x)
quadratic(x, ϑ::Real = 1) = max(zero(x), 1 + ϑ * x)^2
# Objective functions
struct FNRate <: Objective end
Base.show(io::IO, ::FNRate) = print(io, "false-negative rate")
function objective(::FNRate, y, s::AbstractArray{T}, t, surrogate) where {T<:Real}
inds = zero(T) .+ (y .== 1)
return sum(surrogate.(t .- s) .* inds; dims = 2) ./ sum(inds; dims = 2)
end
struct FPRate <: Objective end
Base.show(io::IO, ::FPRate) = print(io, "false-positive rate")
function objective(::FPRate, y, s::AbstractArray{T}, t, surrogate) where {T<:Real}
inds = zero(T) .+ (y .== 1)
return sum(surrogate.(s .- t) .* inds; dims = 2) ./ sum(inds; dims = 2)
end
struct FNFPRate <: Objective
α::Real
end
function Base.show(io::IO, o::FNFPRate)
return print(io, "$(o.α)⋅false-negative + $(1-o.α)⋅false-positive rate")
end
function objective(o::FNFPRate, y, s, t, surrogate)
return o.α .* objective(FNRate(), y, s, t, surrogate) .+
(1 - o.α) .* objective(FPRate(), y, s, t, surrogate)
end
# Accuracy at Top formulation
struct AccAtTop
threshold_type::Threshold
objective_type::Objective
end
function Base.show(io::IO, m::AccAtTop)
println(io, "Accuracy at the top:")
println(io, " - threshold: $(m.threshold_type)")
print(io, " - objective function: $(m.objective_type)")
return
end
function objective(
m::AccAtTop,
y::AbstractMatrix,
s::AbstractMatrix;
surrogate = hinge,
agg = mean,
update_buffer = true,
)
if size(y) != size(s)
throw(DimensionMismatch("dimensions must match: y has dims $(size(y)), s has dims $(size(s))"))
end
ts = threshold(m.threshold_type, y, s; update_buffer)
return agg(objective(m.objective_type, y, s, ts, surrogate))
end
function predict(
m::AccAtTop,
y::AbstractMatrix,
s::AbstractMatrix;
ts = threshold(m.threshold_type, y, s; update_buffer = false),
)
if size(y) != size(s)
throw(DimensionMismatch("dimensions must match: y has dims $(size(y)), s has dims $(size(s))"))
end
if length(ts) != size(s, 1)
throw(DimensionMismatch("length of thresholds $(length(ts)) does not match first dim of scores $(size(s, 1))"))
end
return s .>= ts
end
# Basic models
DeepTopPush() = AccAtTop(Maximum(Neg), FNRate())
DeepTopPushK(K) = AccAtTop(Kth(K, Neg), FNRate())
PatMat(τ::Real) = AccAtTop(Quantile(τ, All; rev = true), FNRate())
PatMat(sampler) = AccAtTop(SampledQuantile(sampler, All; rev = true), FNRate())
PatMatNP(τ::Real) = AccAtTop(Quantile(τ, Neg; rev = true), FNRate())
PatMatNP(sampler) = AccAtTop(SampledQuantile(sampler, Neg; rev = true), FNRate())
| [
2,
4198,
3828,
378,
5499,
198,
722,
68,
7,
87,
11,
18074,
239,
3712,
15633,
796,
352,
8,
796,
3509,
7,
22570,
7,
87,
828,
352,
1343,
18074,
239,
1635,
2124,
8,
198,
421,
41909,
1512,
7,
87,
11,
18074,
239,
3712,
15633,
796,
352,
8,
796,
3509,
7,
22570,
7,
87,
828,
352,
1343,
18074,
239,
1635,
2124,
8,
61,
17,
198,
198,
2,
37092,
5499,
198,
7249,
376,
24723,
378,
1279,
25,
37092,
886,
198,
198,
14881,
13,
12860,
7,
952,
3712,
9399,
11,
7904,
37,
24723,
378,
8,
796,
3601,
7,
952,
11,
366,
9562,
12,
31591,
2494,
4943,
198,
198,
8818,
9432,
7,
3712,
37,
24723,
378,
11,
331,
11,
264,
3712,
23839,
19182,
90,
51,
5512,
256,
11,
37660,
8,
810,
1391,
51,
27,
25,
15633,
92,
198,
220,
220,
220,
773,
82,
796,
6632,
7,
51,
8,
764,
10,
357,
88,
764,
855,
352,
8,
198,
220,
220,
220,
1441,
2160,
7,
11793,
3828,
378,
12195,
83,
764,
12,
220,
264,
8,
764,
9,
773,
82,
26,
5391,
82,
796,
362,
8,
24457,
2160,
7,
521,
82,
26,
5391,
82,
796,
362,
8,
198,
437,
198,
198,
7249,
376,
4805,
378,
1279,
25,
37092,
886,
198,
198,
14881,
13,
12860,
7,
952,
3712,
9399,
11,
7904,
37,
4805,
378,
8,
796,
3601,
7,
952,
11,
366,
9562,
12,
24561,
2494,
4943,
198,
198,
8818,
9432,
7,
3712,
37,
4805,
378,
11,
331,
11,
264,
3712,
23839,
19182,
90,
51,
5512,
256,
11,
37660,
8,
810,
1391,
51,
27,
25,
15633,
92,
198,
220,
220,
220,
773,
82,
796,
6632,
7,
51,
8,
764,
10,
357,
88,
764,
855,
352,
8,
198,
220,
220,
220,
1441,
2160,
7,
11793,
3828,
378,
12195,
82,
764,
12,
220,
256,
8,
764,
9,
773,
82,
26,
5391,
82,
796,
362,
8,
24457,
2160,
7,
521,
82,
26,
5391,
82,
796,
362,
8,
198,
437,
198,
198,
7249,
376,
21870,
4805,
378,
1279,
25,
37092,
198,
220,
220,
220,
26367,
3712,
15633,
198,
437,
198,
198,
8818,
7308,
13,
12860,
7,
952,
3712,
9399,
11,
267,
3712,
37,
21870,
4805,
378,
8,
198,
220,
220,
220,
1441,
3601,
7,
952,
11,
17971,
7,
78,
13,
17394,
8,
158,
233,
227,
9562,
12,
31591,
1343,
29568,
16,
12,
78,
13,
17394,
8,
158,
233,
227,
9562,
12,
24561,
2494,
4943,
198,
437,
198,
198,
8818,
9432,
7,
78,
3712,
37,
21870,
4805,
378,
11,
331,
11,
264,
11,
256,
11,
37660,
8,
198,
220,
220,
220,
1441,
267,
13,
17394,
764,
9,
9432,
7,
37,
24723,
378,
22784,
331,
11,
264,
11,
256,
11,
37660,
8,
764,
10,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
357,
16,
532,
267,
13,
17394,
8,
764,
9,
9432,
7,
37,
4805,
378,
22784,
331,
11,
264,
11,
256,
11,
37660,
8,
198,
437,
198,
198,
2,
33222,
379,
5849,
31760,
198,
7249,
6366,
2953,
9126,
198,
220,
220,
220,
11387,
62,
4906,
3712,
817,
10126,
198,
220,
220,
220,
9432,
62,
4906,
3712,
10267,
425,
198,
437,
198,
198,
8818,
7308,
13,
12860,
7,
952,
3712,
9399,
11,
285,
3712,
17320,
2953,
9126,
8,
198,
220,
220,
220,
44872,
7,
952,
11,
366,
17320,
23843,
379,
262,
1353,
25,
4943,
198,
220,
220,
220,
44872,
7,
952,
11,
366,
532,
11387,
25,
29568,
76,
13,
400,
10126,
62,
4906,
8,
4943,
198,
220,
220,
220,
3601,
7,
952,
11,
366,
532,
9432,
2163,
25,
29568,
76,
13,
15252,
425,
62,
4906,
8,
4943,
198,
220,
220,
220,
1441,
198,
437,
198,
198,
8818,
9432,
7,
198,
220,
220,
220,
285,
3712,
17320,
2953,
9126,
11,
198,
220,
220,
220,
331,
3712,
23839,
46912,
11,
198,
220,
220,
220,
264,
3712,
23839,
46912,
26,
198,
220,
220,
220,
37660,
796,
41968,
11,
198,
220,
220,
220,
4194,
796,
1612,
11,
198,
220,
220,
220,
4296,
62,
22252,
796,
2081,
11,
198,
8,
628,
220,
220,
220,
611,
2546,
7,
88,
8,
14512,
2546,
7,
82,
8,
198,
220,
220,
220,
220,
220,
220,
220,
3714,
7,
29271,
3004,
44,
1042,
963,
7203,
27740,
5736,
1276,
2872,
25,
331,
468,
5391,
82,
29568,
7857,
7,
88,
36911,
264,
468,
5391,
82,
29568,
7857,
7,
82,
4008,
48774,
198,
220,
220,
220,
886,
628,
220,
220,
220,
40379,
796,
11387,
7,
76,
13,
400,
10126,
62,
4906,
11,
331,
11,
264,
26,
4296,
62,
22252,
8,
198,
220,
220,
220,
1441,
4194,
7,
15252,
425,
7,
76,
13,
15252,
425,
62,
4906,
11,
331,
11,
264,
11,
40379,
11,
37660,
4008,
198,
437,
198,
198,
8818,
4331,
7,
198,
220,
220,
220,
285,
3712,
17320,
2953,
9126,
11,
198,
220,
220,
220,
331,
3712,
23839,
46912,
11,
198,
220,
220,
220,
264,
3712,
23839,
46912,
26,
198,
220,
220,
220,
40379,
796,
11387,
7,
76,
13,
400,
10126,
62,
4906,
11,
331,
11,
264,
26,
4296,
62,
22252,
796,
3991,
828,
198,
8,
628,
220,
220,
220,
611,
2546,
7,
88,
8,
14512,
2546,
7,
82,
8,
198,
220,
220,
220,
220,
220,
220,
220,
3714,
7,
29271,
3004,
44,
1042,
963,
7203,
27740,
5736,
1276,
2872,
25,
331,
468,
5391,
82,
29568,
7857,
7,
88,
36911,
264,
468,
5391,
82,
29568,
7857,
7,
82,
4008,
48774,
198,
220,
220,
220,
886,
628,
220,
220,
220,
611,
4129,
7,
912,
8,
14512,
2546,
7,
82,
11,
352,
8,
198,
220,
220,
220,
220,
220,
220,
220,
3714,
7,
29271,
3004,
44,
1042,
963,
7203,
13664,
286,
40885,
29568,
13664,
7,
912,
4008,
857,
407,
2872,
717,
5391,
286,
8198,
29568,
7857,
7,
82,
11,
352,
4008,
48774,
198,
220,
220,
220,
886,
198,
220,
220,
220,
1441,
264,
764,
29,
28,
40379,
198,
437,
198,
198,
2,
14392,
4981,
198,
29744,
9126,
49222,
3419,
796,
6366,
2953,
9126,
7,
40541,
7,
32863,
828,
376,
24723,
378,
28955,
198,
29744,
9126,
49222,
42,
7,
42,
8,
796,
6366,
2953,
9126,
7,
42,
400,
7,
42,
11,
13496,
828,
376,
24723,
378,
28955,
198,
12130,
19044,
7,
32830,
3712,
15633,
8,
796,
6366,
2953,
9126,
7,
24915,
576,
7,
32830,
11,
1439,
26,
2710,
796,
2081,
828,
376,
24723,
378,
28955,
198,
12130,
19044,
7,
37687,
20053,
8,
796,
6366,
2953,
9126,
7,
16305,
10137,
24915,
576,
7,
37687,
20053,
11,
1439,
26,
2710,
796,
2081,
828,
376,
24723,
378,
28955,
198,
12130,
19044,
22182,
7,
32830,
3712,
15633,
8,
796,
6366,
2953,
9126,
7,
24915,
576,
7,
32830,
11,
13496,
26,
2710,
796,
2081,
828,
376,
24723,
378,
28955,
198,
12130,
19044,
22182,
7,
37687,
20053,
8,
796,
6366,
2953,
9126,
7,
16305,
10137,
24915,
576,
7,
37687,
20053,
11,
13496,
26,
2710,
796,
2081,
828,
376,
24723,
378,
28955,
198
] | 2.422182 | 1,118 |
<reponame>angus-lewis/DFQExamples.jl
include((@__DIR__)*"/../preamble.jl")
include("reflecting_model/model_def.jl")
include("default_params.jl")
# look at time to exit of the interval [0,1]
# use the bounded fluid queue, but change the boundary to be at 1
model = BoundedFluidQueue(
model.T[1:2,1:2],rates(model)[1:2],[0.0 1.0],[1.0 0.0],1.0,
)
dg_model(order) = build_discretised_model(DGMesh{t},model,(1.0/3)/((order+1)/2),2)
# order1_model(order) = build_discretised_model(DGMesh{t},model,1.0/3/order,1)
# qbdrap_model(order) = build_discretised_model(FRAPMesh{t},model,1.0/3,order)
d0_map_point_mass(dq) = (interior_point_mass(eps(),1,dq).coeffs)
d0_map_exp(dq) = (SFMDistribution((x,i)->(i∈(1:2))*exp(-x)/(1-exp(-model.b))/2,dq).coeffs)
# change d0_map here to do the make_approximations for ohter initial confitions
# remember to change write directory below too
models = make_approximations(orders,approx_types,d0_map_exp,(args...)->args[1])
for k1 in keys(models)
for k2 in keys(models[k1])
models[k1][k2]["B"][1,:] = spzeros(1,size(models[k1][k2]["B"],2))
models[k1][k2]["B"][end,:] = spzeros(1,size(models[k1][k2]["B"],2))
droptol!(models[k1][k2]["B"],eps()*1000)
end
end
pth = mkpath((@__DIR__)*"/hitting_times/data/exp")
h = 0.005/3
t_vec = 0.0:h:10.0
hitting_times_cdf = zeros(length(t_vec),3)
hitting_times_cdf[:,1] = t_vec
for k1 in keys(models)
for k2 in keys(models[k1])
for (c,t) in enumerate(t_vec)
models[k1][k2]["coeffs_mapped"] =
DiscretisedFluidQueues._integrate(
models[k1][k2]["coeffs_mapped"],
models[k1][k2]["B"],
h,
StableRK4(h),
x->GeneralisedMUSCL.fun(x,GeneralisedMUSCL.generate_params(models[k1][k2]["dq"])...),
)
hitting_times_cdf[c,2:3] = models[k1][k2]["coeffs_mapped"][[1;end]]
end
CSV.write(
pth*"/order_"*string(k1)*"_model_"*string(k2)*".csv",
DataFrame(
t=hitting_times_cdf[:,1],
phase_2=hitting_times_cdf[:,2],
phase_1=hitting_times_cdf[:,3],
)
)
end
end
| [
27,
7856,
261,
480,
29,
648,
385,
12,
293,
86,
271,
14,
8068,
48,
27730,
13,
20362,
198,
17256,
19510,
31,
834,
34720,
834,
27493,
1,
14,
40720,
79,
1476,
903,
13,
20362,
4943,
220,
198,
198,
17256,
7203,
35051,
278,
62,
19849,
14,
19849,
62,
4299,
13,
20362,
4943,
198,
17256,
7203,
12286,
62,
37266,
13,
20362,
4943,
198,
198,
2,
804,
379,
640,
284,
8420,
286,
262,
16654,
685,
15,
11,
16,
60,
198,
2,
779,
262,
49948,
11711,
16834,
11,
475,
1487,
262,
18645,
284,
307,
379,
352,
198,
19849,
796,
347,
6302,
37,
2290,
312,
34991,
7,
198,
220,
220,
220,
2746,
13,
51,
58,
16,
25,
17,
11,
16,
25,
17,
4357,
9700,
7,
19849,
38381,
16,
25,
17,
38430,
15,
13,
15,
352,
13,
15,
38430,
16,
13,
15,
657,
13,
15,
4357,
16,
13,
15,
11,
198,
8,
198,
198,
67,
70,
62,
19849,
7,
2875,
8,
796,
1382,
62,
15410,
1186,
1417,
62,
19849,
7,
35,
15548,
5069,
90,
83,
5512,
19849,
11,
7,
16,
13,
15,
14,
18,
20679,
19510,
2875,
10,
16,
20679,
17,
828,
17,
8,
198,
2,
1502,
16,
62,
19849,
7,
2875,
8,
796,
1382,
62,
15410,
1186,
1417,
62,
19849,
7,
35,
15548,
5069,
90,
83,
5512,
19849,
11,
16,
13,
15,
14,
18,
14,
2875,
11,
16,
8,
198,
2,
10662,
17457,
2416,
62,
19849,
7,
2875,
8,
796,
1382,
62,
15410,
1186,
1417,
62,
19849,
7,
10913,
2969,
37031,
90,
83,
5512,
19849,
11,
16,
13,
15,
14,
18,
11,
2875,
8,
198,
198,
67,
15,
62,
8899,
62,
4122,
62,
22208,
7,
49506,
8,
796,
357,
3849,
1504,
62,
4122,
62,
22208,
7,
25386,
22784,
16,
11,
49506,
737,
1073,
14822,
82,
8,
198,
67,
15,
62,
8899,
62,
11201,
7,
49506,
8,
796,
357,
20802,
12740,
396,
3890,
19510,
87,
11,
72,
8,
3784,
7,
72,
24861,
230,
7,
16,
25,
17,
4008,
9,
11201,
32590,
87,
20679,
7,
16,
12,
11201,
32590,
19849,
13,
65,
4008,
14,
17,
11,
49506,
737,
1073,
14822,
82,
8,
198,
198,
2,
1487,
288,
15,
62,
8899,
994,
284,
466,
262,
787,
62,
1324,
13907,
320,
602,
329,
11752,
353,
4238,
1013,
1756,
198,
2,
3505,
284,
1487,
3551,
8619,
2174,
1165,
198,
27530,
796,
787,
62,
1324,
13907,
320,
602,
7,
6361,
11,
1324,
13907,
62,
19199,
11,
67,
15,
62,
8899,
62,
11201,
11,
7,
22046,
23029,
3784,
22046,
58,
16,
12962,
198,
198,
1640,
479,
16,
287,
8251,
7,
27530,
8,
198,
220,
220,
220,
329,
479,
17,
287,
8251,
7,
27530,
58,
74,
16,
12962,
198,
220,
220,
220,
220,
220,
220,
220,
4981,
58,
74,
16,
7131,
74,
17,
7131,
1,
33,
1,
7131,
16,
11,
47715,
796,
599,
9107,
418,
7,
16,
11,
7857,
7,
27530,
58,
74,
16,
7131,
74,
17,
7131,
1,
33,
33116,
17,
4008,
198,
220,
220,
220,
220,
220,
220,
220,
4981,
58,
74,
16,
7131,
74,
17,
7131,
1,
33,
1,
7131,
437,
11,
47715,
796,
599,
9107,
418,
7,
16,
11,
7857,
7,
27530,
58,
74,
16,
7131,
74,
17,
7131,
1,
33,
33116,
17,
4008,
198,
220,
220,
220,
220,
220,
220,
220,
3102,
457,
349,
0,
7,
27530,
58,
74,
16,
7131,
74,
17,
7131,
1,
33,
33116,
25386,
3419,
9,
12825,
8,
198,
220,
220,
220,
886,
198,
437,
198,
198,
79,
400,
796,
33480,
6978,
19510,
31,
834,
34720,
834,
27493,
1,
14,
48320,
62,
22355,
14,
7890,
14,
11201,
4943,
198,
198,
71,
796,
657,
13,
22544,
14,
18,
198,
83,
62,
35138,
796,
657,
13,
15,
25,
71,
25,
940,
13,
15,
198,
48320,
62,
22355,
62,
66,
7568,
796,
1976,
27498,
7,
13664,
7,
83,
62,
35138,
828,
18,
8,
220,
198,
48320,
62,
22355,
62,
66,
7568,
58,
45299,
16,
60,
796,
256,
62,
35138,
198,
1640,
479,
16,
287,
8251,
7,
27530,
8,
198,
220,
220,
220,
329,
479,
17,
287,
8251,
7,
27530,
58,
74,
16,
12962,
198,
220,
220,
220,
220,
220,
220,
220,
329,
357,
66,
11,
83,
8,
287,
27056,
378,
7,
83,
62,
35138,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
4981,
58,
74,
16,
7131,
74,
17,
7131,
1,
1073,
14822,
82,
62,
76,
6320,
8973,
796,
220,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
8444,
1186,
1417,
37,
2290,
312,
15681,
947,
13557,
18908,
4873,
7,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
4981,
58,
74,
16,
7131,
74,
17,
7131,
1,
1073,
14822,
82,
62,
76,
6320,
33116,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
4981,
58,
74,
16,
7131,
74,
17,
7131,
1,
33,
33116,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
289,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
520,
540,
49,
42,
19,
7,
71,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2124,
3784,
12218,
1417,
44,
2937,
5097,
13,
12543,
7,
87,
11,
12218,
1417,
44,
2937,
5097,
13,
8612,
378,
62,
37266,
7,
27530,
58,
74,
16,
7131,
74,
17,
7131,
1,
49506,
8973,
26513,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1267,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
9008,
62,
22355,
62,
66,
7568,
58,
66,
11,
17,
25,
18,
60,
796,
4981,
58,
74,
16,
7131,
74,
17,
7131,
1,
1073,
14822,
82,
62,
76,
6320,
1,
7131,
58,
16,
26,
437,
11907,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
44189,
13,
13564,
7,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
400,
9,
1,
14,
2875,
62,
1,
9,
8841,
7,
74,
16,
27493,
1,
62,
19849,
62,
1,
9,
8841,
7,
74,
17,
27493,
1911,
40664,
1600,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
6060,
19778,
7,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
256,
28,
48320,
62,
22355,
62,
66,
7568,
58,
45299,
16,
4357,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
7108,
62,
17,
28,
48320,
62,
22355,
62,
66,
7568,
58,
45299,
17,
4357,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
7108,
62,
16,
28,
48320,
62,
22355,
62,
66,
7568,
58,
45299,
18,
4357,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1267,
198,
220,
220,
220,
220,
220,
220,
220,
1267,
198,
220,
220,
220,
886,
198,
437,
628
] | 1.88955 | 1,177 |
<reponame>eviatarbach/ensemble_oscillation_correction
using Serialization
using Random
Random.seed!(1234)
include("models.jl")
include("integrators.jl")
include("enoc.jl")
using .Models
using .Integrators
using .enoc
M = 60
D = 3
k = 40
k_r = 30
window = 20
da = false
inflation = 1.0
osc_vars = 1:D
modes = 3:4
model = Models.chua_true
model_err = Models.chua_err
integrator = Integrators.rk4
outfreq = 1
Δt = 0.1
m = 20
cycles = 1000
record_length = 25000
ens_err_pct = 0.2
obs_err_pct = 0.1
transient = 3000
mp = 5
y0 = [-1.06095, 0.160678, 0.267729]
varimax = true
check_bounds = true
test_time = 10.0
y_fcst = true
α = 0.5
if !da
info, ssa_info = enoc.run(model=model, model_err=model_err, M=M, D=D, k=k,
k_r=k_r, modes=modes, osc_vars=osc_vars,
integrator=integrator, outfreq=outfreq, Δt=Δt,
m=m, cycles=1000, window=window,
record_length=record_length,
ens_err_pct=ens_err_pct, obs_err_pct=obs_err_pct,
transient=transient, y0=y0, mp=mp,
varimax=varimax, da=false, inflation=inflation,
check_bounds=check_bounds, y_fcst=y_fcst, α=α,
preload="chua")
mp = argmin(enoc.optimal_ens(info)[1])[1]
end
Random.seed!(1234)
info, ssa_info = enoc.run(model=model, model_err=model_err, M=M, D=D, k=k,
k_r=k_r, modes=modes, osc_vars=osc_vars,
integrator=integrator, outfreq=outfreq, Δt=Δt, m=m,
cycles=cycles, window=window,
record_length=record_length, ens_err_pct=ens_err_pct,
obs_err_pct=obs_err_pct, transient=transient, y0=y0,
mp=mp, varimax=varimax, da=da, inflation=inflation,
check_bounds=check_bounds, y_fcst=y_fcst, α=α,
preload="chua")
serialize(open(string("out_chua_", ARGS[1]), "w"), info)
| [
27,
7856,
261,
480,
29,
1990,
5375,
283,
19496,
14,
1072,
11306,
62,
17500,
40903,
62,
10215,
8243,
198,
3500,
23283,
1634,
198,
3500,
14534,
198,
198,
29531,
13,
28826,
0,
7,
1065,
2682,
8,
198,
198,
17256,
7203,
27530,
13,
20362,
4943,
198,
17256,
7203,
18908,
18942,
13,
20362,
4943,
198,
17256,
7203,
268,
420,
13,
20362,
4943,
198,
3500,
764,
5841,
1424,
198,
3500,
764,
34500,
18942,
198,
3500,
764,
268,
420,
198,
198,
44,
796,
3126,
198,
35,
796,
513,
198,
74,
796,
2319,
198,
74,
62,
81,
796,
1542,
198,
198,
17497,
796,
1160,
198,
6814,
796,
3991,
198,
259,
33521,
796,
352,
13,
15,
198,
198,
17500,
62,
85,
945,
796,
352,
25,
35,
198,
76,
4147,
796,
513,
25,
19,
198,
19849,
796,
32329,
13,
354,
6413,
62,
7942,
198,
19849,
62,
8056,
796,
32329,
13,
354,
6413,
62,
8056,
198,
18908,
12392,
796,
15995,
18942,
13,
81,
74,
19,
198,
448,
19503,
80,
796,
352,
198,
138,
242,
83,
796,
657,
13,
16,
198,
76,
796,
1160,
198,
32503,
796,
8576,
198,
22105,
62,
13664,
796,
1679,
830,
198,
641,
62,
8056,
62,
79,
310,
796,
657,
13,
17,
198,
8158,
62,
8056,
62,
79,
310,
796,
657,
13,
16,
198,
7645,
1153,
796,
20343,
198,
3149,
796,
642,
198,
88,
15,
796,
25915,
16,
13,
41322,
3865,
11,
657,
13,
14198,
30924,
11,
657,
13,
2075,
3324,
1959,
60,
198,
7785,
320,
897,
796,
2081,
198,
9122,
62,
65,
3733,
796,
2081,
198,
9288,
62,
2435,
796,
838,
13,
15,
198,
88,
62,
16072,
301,
796,
2081,
198,
17394,
796,
657,
13,
20,
198,
198,
361,
5145,
6814,
198,
220,
220,
220,
7508,
11,
264,
11400,
62,
10951,
796,
551,
420,
13,
5143,
7,
19849,
28,
19849,
11,
2746,
62,
8056,
28,
19849,
62,
8056,
11,
337,
28,
44,
11,
360,
28,
35,
11,
479,
28,
74,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
479,
62,
81,
28,
74,
62,
81,
11,
12881,
28,
76,
4147,
11,
267,
1416,
62,
85,
945,
28,
17500,
62,
85,
945,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
4132,
12392,
28,
18908,
12392,
11,
503,
19503,
80,
28,
448,
19503,
80,
11,
37455,
83,
28,
138,
242,
83,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
285,
28,
76,
11,
16006,
28,
12825,
11,
4324,
28,
17497,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1700,
62,
13664,
28,
22105,
62,
13664,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
3140,
62,
8056,
62,
79,
310,
28,
641,
62,
8056,
62,
79,
310,
11,
10201,
62,
8056,
62,
79,
310,
28,
8158,
62,
8056,
62,
79,
310,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
32361,
28,
7645,
1153,
11,
331,
15,
28,
88,
15,
11,
29034,
28,
3149,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1401,
320,
897,
28,
7785,
320,
897,
11,
12379,
28,
9562,
11,
10610,
28,
259,
33521,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2198,
62,
65,
3733,
28,
9122,
62,
65,
3733,
11,
331,
62,
16072,
301,
28,
88,
62,
16072,
301,
11,
26367,
28,
17394,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
662,
2220,
2625,
354,
6413,
4943,
628,
220,
220,
220,
29034,
796,
1822,
1084,
7,
268,
420,
13,
8738,
4402,
62,
641,
7,
10951,
38381,
16,
12962,
58,
16,
60,
198,
437,
198,
198,
29531,
13,
28826,
0,
7,
1065,
2682,
8,
198,
198,
10951,
11,
264,
11400,
62,
10951,
796,
551,
420,
13,
5143,
7,
19849,
28,
19849,
11,
2746,
62,
8056,
28,
19849,
62,
8056,
11,
337,
28,
44,
11,
360,
28,
35,
11,
479,
28,
74,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
479,
62,
81,
28,
74,
62,
81,
11,
12881,
28,
76,
4147,
11,
267,
1416,
62,
85,
945,
28,
17500,
62,
85,
945,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
4132,
12392,
28,
18908,
12392,
11,
503,
19503,
80,
28,
448,
19503,
80,
11,
37455,
83,
28,
138,
242,
83,
11,
285,
28,
76,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
16006,
28,
32503,
11,
4324,
28,
17497,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1700,
62,
13664,
28,
22105,
62,
13664,
11,
3140,
62,
8056,
62,
79,
310,
28,
641,
62,
8056,
62,
79,
310,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
10201,
62,
8056,
62,
79,
310,
28,
8158,
62,
8056,
62,
79,
310,
11,
32361,
28,
7645,
1153,
11,
331,
15,
28,
88,
15,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
29034,
28,
3149,
11,
1401,
320,
897,
28,
7785,
320,
897,
11,
12379,
28,
6814,
11,
10610,
28,
259,
33521,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2198,
62,
65,
3733,
28,
9122,
62,
65,
3733,
11,
331,
62,
16072,
301,
28,
88,
62,
16072,
301,
11,
26367,
28,
17394,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
662,
2220,
2625,
354,
6413,
4943,
198,
198,
46911,
1096,
7,
9654,
7,
8841,
7203,
448,
62,
354,
6413,
62,
1600,
5923,
14313,
58,
16,
46570,
366,
86,
12340,
7508,
8,
198
] | 1.739203 | 1,204 |
<filename>examples/lru_test.jl
# This file is a part of Julia. License is MIT: https://julialang.org/license
using .LRUExample
TestLRU = LRUExample.UnboundedLRU{String, String}()
TestBLRU = LRUExample.BoundedLRU{String, String}(1000)
get_str(i) = String(vcat(map(x->[x>>4; x&0x0F], reinterpret(UInt8, [Int32(i)]))...))
isbounded{L<:LRUExample.LRU}(::Type{L}) = any(map(n->n==:maxsize, fieldnames(L)))
isbounded{L<:LRUExample.LRU}(l::L) = isbounded(L)
nmax = round.(Int, logspace(2, 5, 4))
function lrutest()
#println("LRU consistency tests")
for lru in (TestLRU,TestBLRU)
for n in nmax
empty!(lru)
#@printf(" %s, %d items\n", lru, n)
#print(" Simple eviction: ")
for i in 1:n
str = get_str(i)
lru[str] = str
@assert lru.q[1].v == str
if isbounded(lru) && length(lru) >= lru.maxsize
tailstr = get_str(i-lru.maxsize+1)
@assert lru.q[end].v == tailstr
end
end
#println("pass")
#print(" Lookup, random access: ")
for i in 1:n
str = get_str(rand(1:n))
if haskey(lru, str) # the bounded LRUs can have cache misses
blah = lru[str]
@assert lru.q[1].v == blah
end
end
#println("pass")
end
empty!(lru)
end
end
lrutest()
| [
27,
34345,
29,
1069,
12629,
14,
75,
622,
62,
9288,
13,
20362,
198,
2,
770,
2393,
318,
257,
636,
286,
22300,
13,
13789,
318,
17168,
25,
3740,
1378,
73,
377,
498,
648,
13,
2398,
14,
43085,
198,
198,
3500,
764,
35972,
52,
16281,
198,
198,
14402,
35972,
52,
796,
37491,
52,
16281,
13,
3118,
65,
6302,
35972,
52,
90,
10100,
11,
10903,
92,
3419,
198,
14402,
9148,
49,
52,
796,
37491,
52,
16281,
13,
33,
6302,
35972,
52,
90,
10100,
11,
10903,
92,
7,
12825,
8,
198,
198,
1136,
62,
2536,
7,
72,
8,
796,
10903,
7,
85,
9246,
7,
8899,
7,
87,
3784,
58,
87,
4211,
19,
26,
2124,
5,
15,
87,
15,
37,
4357,
302,
27381,
7,
52,
5317,
23,
11,
685,
5317,
2624,
7,
72,
15437,
4008,
986,
4008,
198,
198,
271,
65,
6302,
90,
43,
27,
25,
35972,
52,
16281,
13,
35972,
52,
92,
7,
3712,
6030,
90,
43,
30072,
796,
597,
7,
8899,
7,
77,
3784,
77,
855,
25,
9806,
7857,
11,
2214,
14933,
7,
43,
22305,
198,
271,
65,
6302,
90,
43,
27,
25,
35972,
52,
16281,
13,
35972,
52,
92,
7,
75,
3712,
43,
8,
796,
318,
65,
6302,
7,
43,
8,
198,
198,
77,
9806,
796,
2835,
12195,
5317,
11,
2604,
13200,
7,
17,
11,
642,
11,
604,
4008,
198,
198,
8818,
300,
81,
315,
395,
3419,
198,
220,
220,
220,
1303,
35235,
7203,
35972,
52,
15794,
5254,
4943,
198,
220,
220,
220,
329,
300,
622,
287,
357,
14402,
35972,
52,
11,
14402,
9148,
49,
52,
8,
198,
220,
220,
220,
220,
220,
220,
220,
329,
299,
287,
299,
9806,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
6565,
0,
7,
75,
622,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1303,
31,
37435,
7203,
220,
4064,
82,
11,
4064,
67,
3709,
59,
77,
1600,
300,
622,
11,
299,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1303,
4798,
7203,
220,
220,
220,
17427,
38738,
25,
366,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
329,
1312,
287,
352,
25,
77,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
965,
796,
651,
62,
2536,
7,
72,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
300,
622,
58,
2536,
60,
796,
965,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
30493,
300,
622,
13,
80,
58,
16,
4083,
85,
6624,
965,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
611,
318,
65,
6302,
7,
75,
622,
8,
11405,
4129,
7,
75,
622,
8,
18189,
300,
622,
13,
9806,
7857,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
7894,
2536,
796,
651,
62,
2536,
7,
72,
12,
75,
622,
13,
9806,
7857,
10,
16,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
30493,
300,
622,
13,
80,
58,
437,
4083,
85,
6624,
7894,
2536,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1303,
35235,
7203,
6603,
4943,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1303,
4798,
7203,
220,
220,
220,
6803,
929,
11,
4738,
1895,
25,
366,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
329,
1312,
287,
352,
25,
77,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
965,
796,
651,
62,
2536,
7,
25192,
7,
16,
25,
77,
4008,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
611,
468,
2539,
7,
75,
622,
11,
965,
8,
1303,
262,
49948,
37491,
5842,
460,
423,
12940,
18297,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
33367,
796,
300,
622,
58,
2536,
60,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
30493,
300,
622,
13,
80,
58,
16,
4083,
85,
6624,
33367,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1303,
35235,
7203,
6603,
4943,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
6565,
0,
7,
75,
622,
8,
198,
220,
220,
220,
886,
198,
437,
198,
198,
14050,
315,
395,
3419,
198
] | 1.783234 | 835 |
"""
ANLI
For details, see the [GitHub page](https://github.com/facebookresearch/anli) or read the [2019 paper](https://arxiv.org/pdf/1910.14599.pdf).
Available data:
```julia
ANLI.R1_train_jsonl()
ANLI.R1_dev_jsonl()
ANLI.R1_test_jsonl()
ANLI.R2_train_jsonl()
ANLI.R2_dev_jsonl()
ANLI.R2_test_jsonl()
ANLI.R3_train_jsonl()
ANLI.R3_dev_jsonl()
ANLI.R3_test_jsonl()
```
"""
module ANLI
import ...register_data
using DataDeps: @datadep_str, unpack
anli_file(file, files...) = joinpath(datadep"ANLI", "anli_v0.1", file, files...)
R1_train_jsonl() = anli_file("R1", "train.jsonl")
R1_dev_jsonl() = anli_file("R1", "dev.jsonl")
R1_test_jsonl() = anli_file("R1", "test.jsonl")
R2_train_jsonl() = anli_file("R2", "train.jsonl")
R2_dev_jsonl() = anli_file("R2", "dev.jsonl")
R2_test_jsonl() = anli_file("R2", "test.jsonl")
R3_train_jsonl() = anli_file("R3", "train.jsonl")
R3_dev_jsonl() = anli_file("R3", "dev.jsonl")
R3_test_jsonl() = anli_file("R3", "test.jsonl")
function __init__()
register_data(
"ANLI",
"""
ANLI is the Adversarial Natural Language Inference Benchmark.
ANLI is licensed under Creative Commons-Non Commercial 4.0.
""",
"https://dl.fbaipublicfiles.com/anli/anli_v0.1.zip",
"16ac929a7e90ecf9093deaec89cc81fe86a379265a5320a150028efe50c5cde8",
postfetch=unpack
)
end
end # module
| [
37811,
198,
220,
220,
220,
3537,
31271,
198,
198,
1890,
3307,
11,
766,
262,
685,
38,
270,
16066,
2443,
16151,
5450,
1378,
12567,
13,
785,
14,
19024,
34033,
14,
272,
4528,
8,
393,
1100,
262,
685,
23344,
3348,
16151,
5450,
1378,
283,
87,
452,
13,
2398,
14,
12315,
14,
1129,
940,
13,
18781,
2079,
13,
12315,
737,
198,
198,
10493,
1366,
25,
198,
15506,
63,
73,
43640,
198,
1565,
31271,
13,
49,
16,
62,
27432,
62,
17752,
75,
3419,
198,
1565,
31271,
13,
49,
16,
62,
7959,
62,
17752,
75,
3419,
198,
1565,
31271,
13,
49,
16,
62,
9288,
62,
17752,
75,
3419,
198,
1565,
31271,
13,
49,
17,
62,
27432,
62,
17752,
75,
3419,
198,
1565,
31271,
13,
49,
17,
62,
7959,
62,
17752,
75,
3419,
198,
1565,
31271,
13,
49,
17,
62,
9288,
62,
17752,
75,
3419,
198,
1565,
31271,
13,
49,
18,
62,
27432,
62,
17752,
75,
3419,
198,
1565,
31271,
13,
49,
18,
62,
7959,
62,
17752,
75,
3419,
198,
1565,
31271,
13,
49,
18,
62,
9288,
62,
17752,
75,
3419,
198,
15506,
63,
198,
37811,
198,
21412,
3537,
31271,
198,
198,
11748,
2644,
30238,
62,
7890,
198,
3500,
6060,
12156,
82,
25,
2488,
19608,
324,
538,
62,
2536,
11,
555,
8002,
198,
198,
272,
4528,
62,
7753,
7,
7753,
11,
3696,
23029,
796,
4654,
6978,
7,
19608,
324,
538,
1,
1565,
31271,
1600,
366,
272,
4528,
62,
85,
15,
13,
16,
1600,
2393,
11,
3696,
23029,
198,
198,
49,
16,
62,
27432,
62,
17752,
75,
3419,
796,
281,
4528,
62,
7753,
7203,
49,
16,
1600,
366,
27432,
13,
17752,
75,
4943,
198,
49,
16,
62,
7959,
62,
17752,
75,
3419,
220,
220,
796,
281,
4528,
62,
7753,
7203,
49,
16,
1600,
366,
7959,
13,
17752,
75,
4943,
198,
49,
16,
62,
9288,
62,
17752,
75,
3419,
220,
796,
281,
4528,
62,
7753,
7203,
49,
16,
1600,
366,
9288,
13,
17752,
75,
4943,
198,
49,
17,
62,
27432,
62,
17752,
75,
3419,
796,
281,
4528,
62,
7753,
7203,
49,
17,
1600,
366,
27432,
13,
17752,
75,
4943,
198,
49,
17,
62,
7959,
62,
17752,
75,
3419,
220,
220,
796,
281,
4528,
62,
7753,
7203,
49,
17,
1600,
366,
7959,
13,
17752,
75,
4943,
198,
49,
17,
62,
9288,
62,
17752,
75,
3419,
220,
796,
281,
4528,
62,
7753,
7203,
49,
17,
1600,
366,
9288,
13,
17752,
75,
4943,
198,
49,
18,
62,
27432,
62,
17752,
75,
3419,
796,
281,
4528,
62,
7753,
7203,
49,
18,
1600,
366,
27432,
13,
17752,
75,
4943,
198,
49,
18,
62,
7959,
62,
17752,
75,
3419,
220,
220,
796,
281,
4528,
62,
7753,
7203,
49,
18,
1600,
366,
7959,
13,
17752,
75,
4943,
198,
49,
18,
62,
9288,
62,
17752,
75,
3419,
220,
796,
281,
4528,
62,
7753,
7203,
49,
18,
1600,
366,
9288,
13,
17752,
75,
4943,
198,
198,
8818,
11593,
15003,
834,
3419,
198,
220,
220,
220,
7881,
62,
7890,
7,
198,
220,
220,
220,
220,
220,
220,
220,
366,
1565,
31271,
1600,
198,
220,
220,
220,
220,
220,
220,
220,
37227,
198,
220,
220,
220,
220,
220,
220,
220,
3537,
31271,
318,
262,
1215,
690,
36098,
12068,
15417,
554,
4288,
25187,
4102,
13,
628,
220,
220,
220,
220,
220,
220,
220,
3537,
31271,
318,
11971,
739,
17404,
13815,
12,
15419,
22724,
604,
13,
15,
13,
198,
220,
220,
220,
220,
220,
220,
220,
13538,
1600,
198,
220,
220,
220,
220,
220,
220,
220,
366,
5450,
1378,
25404,
13,
69,
7012,
541,
841,
16624,
13,
785,
14,
272,
4528,
14,
272,
4528,
62,
85,
15,
13,
16,
13,
13344,
1600,
198,
220,
220,
220,
220,
220,
220,
220,
366,
1433,
330,
24,
1959,
64,
22,
68,
3829,
721,
69,
44675,
18,
2934,
64,
721,
4531,
535,
6659,
5036,
4521,
64,
29088,
22980,
64,
4310,
1238,
64,
33698,
2078,
22521,
1120,
66,
20,
66,
2934,
23,
1600,
198,
220,
220,
220,
220,
220,
220,
220,
1281,
69,
7569,
28,
403,
8002,
198,
220,
220,
220,
1267,
198,
437,
198,
198,
437,
1303,
8265,
198
] | 2.081325 | 664 |
<reponame>Moelf/Hands-on-Design-Patterns-and-Best-Practices-with-Julia<filename>Chapter02/union_types.jl
# Union type example
using Dates: Date
# abstract types from previous section
abstract type Asset end
abstract type Property <: Asset end
abstract type Investment <: Asset end
abstract type Cash <: Asset end
abstract type House <: Property end
abstract type Apartment <: Property end
abstract type FixedIncome <: Investment end
abstract type Equity <: Investment end
# concrete types
struct Stock <: Equity
symbol::String
name::String
end
# new hierarchy
abstract type Art end
struct Painting <: Art
artist::String
title::String
end
# union type
struct BasketOfThings
things::Vector{Union{Painting,Stock}}
reason::String
end
#= REPL
julia> stock = Stock("AAPL", "Apple, Inc.",)
Stock("AAPL", "Apple, Inc.")
julia> monalisa = Painting("<NAME>", "Monalisa")
Painting("<NAME>", "Monalisa")
julia> things = Union{Painting,Stock}[stock, monalisa]
2-element Array{Union{Painting, Stock},1}:
Stock("AAPL", "Apple, Inc.")
Painting("<NAME>", "Monalisa")
julia> present = BasketOfThings(things, "Anniversary gift for my wife")
BasketOfThings(Union{Painting, Stock}[Stock("AAPL", "Apple, Inc."), Painting("<NAME>", "Monalisa")], "Anniversary gift for my wife")
=#
# easier to read :-)
const Thing = Union{Painting,Stock}
struct BasketOfThings
thing::Vector{Thing}
reason::String
end
| [
27,
7856,
261,
480,
29,
16632,
7046,
14,
39,
1746,
12,
261,
12,
23067,
12,
47546,
82,
12,
392,
12,
13014,
12,
49515,
1063,
12,
4480,
12,
16980,
544,
27,
34345,
29,
14126,
2999,
14,
24592,
62,
19199,
13,
20362,
198,
2,
4479,
2099,
1672,
198,
198,
3500,
44712,
25,
7536,
198,
198,
2,
12531,
3858,
422,
2180,
2665,
198,
397,
8709,
2099,
31433,
886,
198,
198,
397,
8709,
2099,
14161,
1279,
25,
31433,
886,
198,
397,
8709,
2099,
20877,
1279,
25,
31433,
886,
198,
397,
8709,
2099,
16210,
1279,
25,
31433,
886,
198,
198,
397,
8709,
2099,
2097,
1279,
25,
14161,
886,
198,
397,
8709,
2099,
5949,
1823,
1279,
25,
14161,
886,
198,
198,
397,
8709,
2099,
10832,
818,
2958,
1279,
25,
20877,
886,
198,
397,
8709,
2099,
35659,
1279,
25,
20877,
886,
198,
198,
2,
10017,
3858,
198,
198,
7249,
10500,
1279,
25,
35659,
198,
220,
220,
220,
6194,
3712,
10100,
198,
220,
220,
220,
1438,
3712,
10100,
198,
437,
198,
198,
2,
649,
18911,
198,
198,
397,
8709,
2099,
3683,
886,
198,
198,
7249,
48892,
1279,
25,
3683,
198,
220,
220,
220,
6802,
3712,
10100,
198,
220,
220,
220,
3670,
3712,
10100,
198,
437,
198,
198,
2,
6441,
2099,
198,
198,
7249,
347,
11715,
5189,
22248,
198,
220,
220,
220,
1243,
3712,
38469,
90,
38176,
90,
38490,
889,
11,
26207,
11709,
198,
220,
220,
220,
1738,
3712,
10100,
198,
437,
198,
198,
2,
28,
45285,
198,
73,
43640,
29,
4283,
796,
10500,
7203,
32,
2969,
43,
1600,
366,
16108,
11,
3457,
33283,
8,
198,
26207,
7203,
32,
2969,
43,
1600,
366,
16108,
11,
3457,
19570,
198,
198,
73,
43640,
29,
937,
282,
9160,
796,
48892,
7203,
27,
20608,
29,
1600,
366,
9069,
282,
9160,
4943,
198,
38490,
889,
7203,
27,
20608,
29,
1600,
366,
9069,
282,
9160,
4943,
198,
198,
73,
43640,
29,
1243,
796,
4479,
90,
38490,
889,
11,
26207,
92,
58,
13578,
11,
937,
282,
9160,
60,
198,
17,
12,
30854,
15690,
90,
38176,
90,
38490,
889,
11,
10500,
5512,
16,
38362,
198,
10500,
7203,
32,
2969,
43,
1600,
366,
16108,
11,
3457,
19570,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
198,
48892,
7203,
27,
20608,
29,
1600,
366,
9069,
282,
9160,
4943,
198,
198,
73,
43640,
29,
1944,
796,
347,
11715,
5189,
22248,
7,
27971,
11,
366,
18858,
9023,
6979,
329,
616,
3656,
4943,
198,
33,
11715,
5189,
22248,
7,
38176,
90,
38490,
889,
11,
10500,
92,
58,
26207,
7203,
32,
2969,
43,
1600,
366,
16108,
11,
3457,
526,
828,
48892,
7203,
27,
20608,
29,
1600,
366,
9069,
282,
9160,
4943,
4357,
366,
18858,
9023,
6979,
329,
616,
3656,
4943,
198,
46249,
198,
198,
2,
4577,
284,
1100,
47226,
198,
198,
9979,
21561,
796,
4479,
90,
38490,
889,
11,
26207,
92,
198,
198,
7249,
347,
11715,
5189,
22248,
198,
220,
220,
220,
1517,
3712,
38469,
90,
51,
722,
92,
198,
220,
220,
220,
1738,
3712,
10100,
198,
437,
198
] | 2.9389 | 491 |
<gh_stars>100-1000
let λ = Partition([5,4,2,2]), μ = Partition([2,1])
@test λ \ μ == SkewDiagram(λ, μ)
@test leglength(λ, μ) == leglength(λ \ μ) == 3
end
@test leglength(Partition(Int[]), Partition(Int[])) == -1
@test isrimhook(Partition([4,3,2]), Partition([2,2,2]))
@test !isrimhook(Partition([4,3,2]), Partition([2,2,1]))
@test !isrimhook(Partition([4,3,2]), Partition([1,1]))
let λ = Partition([5,4,2,1]), μ = Partition([4,3,2,2,1])
@test partitionsequence(λ) == [1, 0, 1, 0, 1, 1, 0, 1, 0]
@test character(λ, μ) == 0
end
let λ = μ = Partition([1])
@test leglength(λ, μ) == -1
@test character(λ, μ) == 1
end
| [
27,
456,
62,
30783,
29,
3064,
12,
12825,
198,
1616,
7377,
119,
796,
2142,
653,
26933,
20,
11,
19,
11,
17,
11,
17,
46570,
18919,
796,
2142,
653,
26933,
17,
11,
16,
12962,
198,
220,
220,
220,
2488,
9288,
7377,
119,
3467,
18919,
6624,
19460,
86,
18683,
6713,
7,
39377,
11,
18919,
8,
198,
220,
220,
220,
2488,
9288,
1232,
13664,
7,
39377,
11,
18919,
8,
6624,
1232,
13664,
7,
39377,
3467,
18919,
8,
6624,
513,
198,
437,
198,
31,
9288,
1232,
13664,
7,
7841,
653,
7,
5317,
21737,
828,
2142,
653,
7,
5317,
21737,
4008,
6624,
532,
16,
198,
198,
31,
9288,
318,
3036,
25480,
7,
7841,
653,
26933,
19,
11,
18,
11,
17,
46570,
2142,
653,
26933,
17,
11,
17,
11,
17,
60,
4008,
198,
31,
9288,
5145,
271,
3036,
25480,
7,
7841,
653,
26933,
19,
11,
18,
11,
17,
46570,
2142,
653,
26933,
17,
11,
17,
11,
16,
60,
4008,
198,
31,
9288,
5145,
271,
3036,
25480,
7,
7841,
653,
26933,
19,
11,
18,
11,
17,
46570,
2142,
653,
26933,
16,
11,
16,
60,
4008,
198,
198,
1616,
7377,
119,
796,
2142,
653,
26933,
20,
11,
19,
11,
17,
11,
16,
46570,
18919,
796,
2142,
653,
26933,
19,
11,
18,
11,
17,
11,
17,
11,
16,
12962,
198,
220,
220,
220,
2488,
9288,
18398,
43167,
7,
39377,
8,
6624,
685,
16,
11,
657,
11,
352,
11,
657,
11,
352,
11,
352,
11,
657,
11,
352,
11,
657,
60,
198,
220,
220,
220,
2488,
9288,
2095,
7,
39377,
11,
18919,
8,
6624,
657,
198,
437,
198,
198,
1616,
7377,
119,
796,
18919,
796,
2142,
653,
26933,
16,
12962,
198,
220,
220,
220,
2488,
9288,
1232,
13664,
7,
39377,
11,
18919,
8,
6624,
532,
16,
198,
220,
220,
220,
2488,
9288,
2095,
7,
39377,
11,
18919,
8,
6624,
352,
198,
437,
198
] | 2.108911 | 303 |
import PipeLayout: sorted_edges, min_spanning_tree, topology_from_mst, digraph_from_topology
using PipeLayout
using LightGraphs
@testset "compute MST from nodes" begin
coords = [0 1 0; 0 0 2]
nodes = Node[Node(coords[:,j]...) for j in 1:size(coords, 2)]
n = length(nodes)
@test n == 3
@testset "test sorted edges" begin
edges = sorted_edges(nodes)
m = n*(n-1)/2
@test m == 3
@test size(edges, 1) == 2
@test size(edges, 2) == m
@test edges[:, 1] == Node[nodes[1], nodes[2]]
@test edges[:, 2] == Node[nodes[1], nodes[3]]
@test edges[:, 3] == Node[nodes[2], nodes[3]]
end
@testset "look at resulting MST" begin
n = length(nodes)
m = n - 1 # tree
tree = nodes |> topology_from_mst |> digraph_from_topology
@test isa(tree, DiGraph)
@test is_directed(tree)
@test nv(tree) == n
@test ne(tree) == m
@test is_weakly_connected(tree)
@test has_edge(tree, 1, 2)
@test has_edge(tree, 1, 3)
end
end
| [
11748,
36039,
32517,
25,
23243,
62,
276,
3212,
11,
949,
62,
12626,
768,
62,
21048,
11,
1353,
1435,
62,
6738,
62,
76,
301,
11,
3100,
1470,
62,
6738,
62,
4852,
1435,
198,
3500,
36039,
32517,
198,
3500,
4401,
37065,
82,
198,
198,
31,
9288,
2617,
366,
5589,
1133,
337,
2257,
422,
13760,
1,
2221,
198,
220,
220,
220,
763,
3669,
796,
685,
15,
352,
657,
26,
657,
657,
362,
60,
198,
220,
220,
220,
13760,
796,
19081,
58,
19667,
7,
1073,
3669,
58,
45299,
73,
60,
23029,
329,
474,
287,
352,
25,
7857,
7,
1073,
3669,
11,
362,
15437,
198,
220,
220,
220,
299,
796,
4129,
7,
77,
4147,
8,
198,
220,
220,
220,
2488,
9288,
299,
6624,
513,
628,
220,
220,
220,
2488,
9288,
2617,
366,
9288,
23243,
13015,
1,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
13015,
796,
23243,
62,
276,
3212,
7,
77,
4147,
8,
198,
220,
220,
220,
220,
220,
220,
220,
285,
796,
299,
9,
7,
77,
12,
16,
20679,
17,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
285,
6624,
513,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
2546,
7,
276,
3212,
11,
352,
8,
6624,
362,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
2546,
7,
276,
3212,
11,
362,
8,
6624,
285,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
13015,
58,
45299,
352,
60,
6624,
19081,
58,
77,
4147,
58,
16,
4357,
13760,
58,
17,
11907,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
13015,
58,
45299,
362,
60,
6624,
19081,
58,
77,
4147,
58,
16,
4357,
13760,
58,
18,
11907,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
13015,
58,
45299,
513,
60,
6624,
19081,
58,
77,
4147,
58,
17,
4357,
13760,
58,
18,
11907,
198,
220,
220,
220,
886,
628,
220,
220,
220,
2488,
9288,
2617,
366,
5460,
379,
7186,
337,
2257,
1,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
299,
796,
4129,
7,
77,
4147,
8,
198,
220,
220,
220,
220,
220,
220,
220,
285,
796,
299,
532,
352,
1303,
5509,
628,
220,
220,
220,
220,
220,
220,
220,
5509,
796,
13760,
930,
29,
1353,
1435,
62,
6738,
62,
76,
301,
930,
29,
3100,
1470,
62,
6738,
62,
4852,
1435,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
318,
64,
7,
21048,
11,
6031,
37065,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
318,
62,
34762,
7,
21048,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
299,
85,
7,
21048,
8,
6624,
299,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
497,
7,
21048,
8,
6624,
285,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
318,
62,
38695,
306,
62,
15236,
7,
21048,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
468,
62,
14907,
7,
21048,
11,
352,
11,
362,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
468,
62,
14907,
7,
21048,
11,
352,
11,
513,
8,
198,
220,
220,
220,
886,
198,
437,
198
] | 2.076023 | 513 |
<gh_stars>0
# included from Potentials.jl
# part of the module JuLIP.Potentials
using JuLIP: JVec, JMat, neighbourlist
using LinearAlgebra: I
using JuLIP.Chemistry: atomic_number
using NeighbourLists
export ZeroPairPotential, PairSitePotential, ZBLPotential,
LennardJones, lennardjones,
Morse, morse
## TODO: kill this one?
grad(V::PairPotential, r::Real, R::JVec) = ((@D V(r)) / r) * R
evaluate!(tmp, V::PairPotential, r::Union{Number, JVec}) = V(r)
evaluate_d!(tmp, V::PairPotential, r::Union{Number, JVec}) = @D V(r)
evaluate_dd!(tmp, V::PairPotential, r::Union{Number, JVec}) = @DD V(r)
function evaluate!(tmp, V::PairPotential, R::AbstractVector{JVec{T}}) where {T}
Es = zero(T)
for i = 1:length(R)
Es += T(0.5) * evaluate!(tmp, V, norm(R[i]))
end
return Es
end
function evaluate_d!(dEs, tmp, V::PairPotential, R::AbstractVector{JVec{T}}) where {T}
for i = 1:length(R)
r = norm(R[i])
dEs[i] = (T(0.5) * evaluate_d!(tmp, V, r) / r) * R[i]
end
return dEs
end
function evaluate_dd!(hEs, tmp, V::PairPotential, R::AbstractVector{<: JVec})
n = length(R)
for i = 1:n
hEs[i,i] = 0.5 * _hess!(tmp, V, norm(R[i]), R[i])
end
return hEs
end
function _hess!(tmp, V::PairPotential, r::Number, R::JVec)
R̂ = R/r
P = R̂ * R̂'
dV = evaluate_d!(tmp, V, r) / r
ddV = evaluate_dd!(tmp, V, r)
return (ddV - dV) * P + dV * I
end
function precon!(hEs, tmp, V::PairPotential, R::AbstractVector{<: JVec}, innerstab=T(0.0))
n = length(R)
for i = 1:n
hEs[i,i] = precon!(tmp, V, norm(R[i]), R[i], innerstab)
end
return hEs
end
# an FF preconditioner for pair potentials
function precon!(tmp, V::PairPotential, r::T, R::JVec{T}, innerstab=T(0.1)
) where {T <: Number}
r = norm(R)
dV = evaluate_d!(tmp, V, r)
ddV = evaluate_dd!(tmp, V, r)
R̂ = R/r
return (1-innerstab) * (abs(ddV) * R̂ * R̂' + abs(dV / r) * (I - R̂ * R̂')) +
innerstab * (abs(ddV) + abs(dV / r)) * I
end
"""
`LennardJones(σ, e0):` constructs the 6-12 Lennard-Jones potential [wiki](https://en.wikipedia.org/wiki/Lennard-Jones_potential)
e0 * 4 * ( (σ/r)¹² - (σ/r)⁶ )
Constructor with kw arguments: `LennardJones(; kwargs...)`
* `e0, σ` : standard LJ parameters, default `e0 = 1.0, σ = 1.0`
* `r0` : equilibrium distance - if `r0` is specified then `σ` is ignored
* `a0` : FCC lattice parameter, if `a0` is specified then `σ` is ignored
(`r0, a0` cannot both be specified at the same time)
"""
LennardJones(σ, e0) = (@analytic r -> e0 * 4.0 * ((σ/r)^(12) - (σ/r)^(6)))
function ljparams(; σ=1.0, e0=1.0, r0 = nothing, a0 = nothing)
if r0 != nothing && a0 != nothing
error("`LenndardJones`: cannot specify both `r0` and `a0`")
end
if a0 != nothing # r0 = nn-dist = a0/sqrt(2) in FCC
r0 = a0 / sqrt(2)
end
if r0 != nothing # standard LJ is minimised at r = 2^(1/6)
σ = r0 / 2^(1/6)
end
return σ, e0
end
LennardJones(; kwargs...) = LennardJones(ljparams(;kwargs...)...)
"""
`lennardjones(; kwargs...)`
simplified constructor for `LennardJones` (note this is type unstable!)
In addition to the `kwargs` of `LennardJones`, this accepts also
* `rcut` : default `:auto` which gives `rcut = (1.9*σ, 2.7*σ)`. Use
`nothing` or `Inf` to specify no cutoff, or specify a tuple or
array with two elements specifying the lower and upper cut-off radii to be
used with `SplineCutoff`.
"""
function lennardjones(; rcut = :auto, kwargs...)
σ, e0 = ljparams(; kwargs...)
if (rcut == nothing || rcut == Inf)
return LennardJones(σ, e0)
elseif rcut == :auto
rcut = (1.9*σ, 2.7*σ)
end
return SplineCutoff(rcut[1], rcut[2]) * LennardJones(σ, e0)
end
"""
`Morse(A, e0, r0)` or `Morse(;A=4.0, e0=1.0, r0=1.0)`: constructs a
`PairPotential` for
```
e0 ( exp( -2 A (r/r0 - 1) ) - 2 exp( - A (r/r0 - 1) ) )
```
"""
Morse(A, e0, r0) = @analytic(
r -> e0 * ( exp(-(2.0*A) * (r/r0 - 1.0)) - 2.0 * exp(-A * (r/r0 - 1.0)) ) )
Morse(;A=4.0, e0=1.0, r0=1.0) = Morse(A, e0, r0)
"""
`morse(A=4.0, e0=1.0, r0=1.0, rcut=(1.9*r0, 2.7*r0))`
simplified constructor for `Morse` (type unstable)
"""
morse(;A=4.0, e0=1.0, r0=1.0, rcut=(1.9*r0, 2.7*r0)) = (
(rcut == nothing || rcut == Inf)
? Morse(A, e0, r0)
: SplineCutoff(rcut[1], rcut[2]) * Morse(A, e0, r0) )
"""
`ZeroPairPotential()`: creates a potential that just returns zero
"""
struct ZeroPairPotential <: PairPotential end
@pot ZeroPairPotential
evaluate(p::ZeroPairPotential, r::T) where {T <: Number} = T(0.0)
evaluate_d(p::ZeroPairPotential, r::T) where {T <: Number} = T(0.0)
evaluate_dd(p::ZeroPairPotential, r::T) where {T <: Number} = T(0.0)
cutoff(p::ZeroPairPotential) = Bool(0) # the weakest number type
# ------------------------------------------------------------------------
# TODO: write more docs + tests for ZBL
"""
Implementation of the ZBL potential to model close approach.
"""
struct ZBLPotential{TV} <: PairPotential
Z1::Int
Z2::Int
V::TV # analytic
end
@pot ZBLPotential
evaluate(V::ZBLPotential, r::Number) = evaluate(V.V, r::Number)
evaluate_d(V::ZBLPotential, r::Number) = evaluate_d(V.V, r::Number)
cutoff(::ZBLPotential) = Inf
ZBLPotential(Z1::Integer, Z2::Integer) =
let Z1=Z1, Z2=Z2
au = 0.8854 * 0.529 / (Z1^0.23 + Z2^0.23)
ϵ0 = 0.00552634940621
C = Z1*Z2/(4*π*ϵ0)
E1, E2, E3, E4 = 0.1818, 0.5099, 0.2802, 0.02817
A1, A2, A3, A4 = 3.2/au, 0.9423/au, 0.4028/au, 0.2016/au
V = @analytic(r -> C * (E1*exp(-A1*r) + E2*exp(-A2*r) +
E3*exp(-A4*r) + E4*exp(-A4*r) ) / r)
ZBLPotential(Z1, Z2, V)
end
ZBLPotential(Z::Integer) = ZBLPotential(Z, Z)
ZBLPotential(s1::Symbol, s2::Symbol) = ZBLPotential(atomic_number(s1), atomic_number(s2))
ZBLPotential(s::Symbol) = ZBLPotential(s, s)
Dict(V::ZBLPotential) = Dict("__id__" => "JuLIP_ZBLPotential",
"Z1" => V.Z1,
"Z2" => Z.Z2)
ZBLPotential(D::Dict) = ZBLPotential(D["Z1"], D["Z2"])
Base.convert(::Val{:JuLIP_ZBLPotential}, D::Dict) = ZBLPotential(D)
# ====================================================================
# A product of two pair potentials: primarily used for cutoff mechanisms
"product of two pair potentials"
mutable struct ProdPot{P1, P2} <: PairPotential
p1::P1
p2::P2
end
@pot ProdPot
import Base.*
*(p1::PairPotential, p2::PairPotential) = ProdPot(p1, p2)
@inline evaluate(p::ProdPot, r::Number) = p.p1(r) * p.p2(r)
evaluate_d(p::ProdPot, r::Number) = (p.p1(r) * (@D p.p2(r)) + (@D p.p1(r)) * p.p2(r))
evaluate_dd(p::ProdPot, r::Number) = (p.p1(r) * (@DD p.p2(r)) +
2 * (@D p.p1(r)) * (@D p.p2(r)) + (@DD p.p1(r)) * p.p2(r))
cutoff(p::ProdPot) = min(cutoff(p.p1), cutoff(p.p2))
# ====================================================================
"""
`struct WrappedPairPotential`
wraps a pairpotential using `FunctionWrappers` in order to allow
type-stable storage of multiple potentials. This is the main technique
required at the moment to work with multi-component systems.
Otherwise, this is not advisable since it disables a range of
possible compiler optimisations.
"""
struct WrappedPairPotential <: SimplePairPotential
f::F64fun
f_d::F64fun
f_dd::F64fun
rcut::Float64
end
@pot WrappedPairPotential
cutoff(V::WrappedPairPotential) = V.rcut
# evaluate, etc are all derived from SimplePairPotential
function WrappedPairPotential(V::AnalyticFunction, rcut)
@assert (0 < rcut < Inf)
f, f_d, f_dd = let V=V, rc = rcut
(F64fun(r -> evaluate(V, r) * (r<rc)),
F64fun(r -> evaluate_d(V, r) * (r<rc)),
F64fun(r -> evaluate_dd(V, r) * (r<rc)))
end
return WrappedPairPotential(f, f_d, f_dd, cutoff(V))
end
function WrappedPairPotential(V::PairPotential)
@assert (0 < cutoff(V) < Inf)
f, f_d, f_dd = let V=V, rc = cutoff(V)
(F64fun(r -> evaluate(V, r) * (r<rc)),
F64fun(r -> evaluate_d(V, r) * (r<rc)),
F64fun(r -> evaluate_dd(V, r) * (r<rc)))
end
return WrappedPairPotential(f, f_d, f_dd, cutoff(V))
end
| [
27,
456,
62,
30783,
29,
15,
198,
2,
3017,
422,
6902,
14817,
13,
20362,
198,
2,
636,
286,
262,
8265,
12585,
43,
4061,
13,
25396,
14817,
198,
198,
3500,
12585,
43,
4061,
25,
449,
53,
721,
11,
449,
19044,
11,
12250,
4868,
198,
3500,
44800,
2348,
29230,
25,
314,
198,
3500,
12585,
43,
4061,
13,
41829,
4592,
25,
17226,
62,
17618,
198,
3500,
22505,
6084,
43,
1023,
198,
198,
39344,
12169,
47,
958,
25396,
1843,
11,
39645,
29123,
25396,
1843,
11,
1168,
9148,
25396,
1843,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
28423,
446,
25784,
11,
300,
1697,
446,
73,
1952,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
44049,
11,
2146,
325,
198,
198,
2235,
16926,
46,
25,
1494,
428,
530,
30,
198,
9744,
7,
53,
3712,
47,
958,
25396,
1843,
11,
374,
3712,
15633,
11,
371,
3712,
41697,
721,
8,
796,
14808,
31,
35,
569,
7,
81,
4008,
1220,
374,
8,
1635,
371,
628,
198,
49786,
0,
7,
22065,
11,
569,
3712,
47,
958,
25396,
1843,
11,
374,
3712,
38176,
90,
15057,
11,
449,
53,
721,
30072,
796,
569,
7,
81,
8,
198,
49786,
62,
67,
0,
7,
22065,
11,
569,
3712,
47,
958,
25396,
1843,
11,
374,
3712,
38176,
90,
15057,
11,
449,
53,
721,
30072,
796,
2488,
35,
569,
7,
81,
8,
198,
49786,
62,
1860,
0,
7,
22065,
11,
569,
3712,
47,
958,
25396,
1843,
11,
374,
3712,
38176,
90,
15057,
11,
449,
53,
721,
30072,
796,
2488,
16458,
569,
7,
81,
8,
198,
198,
8818,
13446,
0,
7,
22065,
11,
569,
3712,
47,
958,
25396,
1843,
11,
371,
3712,
23839,
38469,
90,
41697,
721,
90,
51,
11709,
8,
810,
1391,
51,
92,
198,
220,
220,
8678,
796,
6632,
7,
51,
8,
198,
220,
220,
329,
1312,
796,
352,
25,
13664,
7,
49,
8,
198,
220,
220,
220,
220,
220,
8678,
15853,
309,
7,
15,
13,
20,
8,
1635,
13446,
0,
7,
22065,
11,
569,
11,
2593,
7,
49,
58,
72,
60,
4008,
198,
220,
220,
886,
198,
220,
220,
1441,
8678,
198,
437,
198,
198,
8818,
13446,
62,
67,
0,
7,
67,
23041,
11,
45218,
11,
569,
3712,
47,
958,
25396,
1843,
11,
371,
3712,
23839,
38469,
90,
41697,
721,
90,
51,
11709,
8,
810,
1391,
51,
92,
198,
220,
220,
329,
1312,
796,
352,
25,
13664,
7,
49,
8,
198,
220,
220,
220,
220,
220,
374,
796,
2593,
7,
49,
58,
72,
12962,
198,
220,
220,
220,
220,
220,
288,
23041,
58,
72,
60,
796,
357,
51,
7,
15,
13,
20,
8,
1635,
13446,
62,
67,
0,
7,
22065,
11,
569,
11,
374,
8,
1220,
374,
8,
1635,
371,
58,
72,
60,
198,
220,
220,
886,
198,
220,
220,
1441,
288,
23041,
198,
437,
198,
198,
8818,
13446,
62,
1860,
0,
7,
71,
23041,
11,
45218,
11,
569,
3712,
47,
958,
25396,
1843,
11,
371,
3712,
23839,
38469,
90,
27,
25,
449,
53,
721,
30072,
198,
220,
220,
299,
796,
4129,
7,
49,
8,
198,
220,
220,
329,
1312,
796,
352,
25,
77,
198,
220,
220,
220,
220,
220,
289,
23041,
58,
72,
11,
72,
60,
796,
657,
13,
20,
1635,
4808,
33979,
0,
7,
22065,
11,
569,
11,
2593,
7,
49,
58,
72,
46570,
371,
58,
72,
12962,
198,
220,
220,
886,
198,
220,
220,
1441,
289,
23041,
198,
437,
198,
198,
8818,
4808,
33979,
0,
7,
22065,
11,
569,
3712,
47,
958,
25396,
1843,
11,
374,
3712,
15057,
11,
371,
3712,
41697,
721,
8,
198,
220,
220,
371,
136,
224,
796,
371,
14,
81,
198,
220,
220,
350,
796,
371,
136,
224,
1635,
371,
136,
224,
6,
198,
220,
220,
288,
53,
796,
13446,
62,
67,
0,
7,
22065,
11,
569,
11,
374,
8,
1220,
374,
198,
220,
220,
49427,
53,
796,
13446,
62,
1860,
0,
7,
22065,
11,
569,
11,
374,
8,
198,
220,
220,
1441,
357,
1860,
53,
532,
288,
53,
8,
1635,
350,
1343,
288,
53,
1635,
314,
198,
437,
198,
198,
8818,
49394,
0,
7,
71,
23041,
11,
45218,
11,
569,
3712,
47,
958,
25396,
1843,
11,
371,
3712,
23839,
38469,
90,
27,
25,
449,
53,
721,
5512,
8434,
39029,
28,
51,
7,
15,
13,
15,
4008,
198,
220,
220,
299,
796,
4129,
7,
49,
8,
198,
220,
220,
329,
1312,
796,
352,
25,
77,
198,
220,
220,
220,
220,
220,
289,
23041,
58,
72,
11,
72,
60,
796,
49394,
0,
7,
22065,
11,
569,
11,
2593,
7,
49,
58,
72,
46570,
371,
58,
72,
4357,
8434,
39029,
8,
198,
220,
220,
886,
198,
220,
220,
1441,
289,
23041,
198,
437,
198,
198,
2,
281,
18402,
3718,
623,
653,
263,
329,
5166,
2785,
82,
198,
8818,
49394,
0,
7,
22065,
11,
569,
3712,
47,
958,
25396,
1843,
11,
374,
3712,
51,
11,
371,
3712,
41697,
721,
90,
51,
5512,
8434,
39029,
28,
51,
7,
15,
13,
16,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1267,
810,
1391,
51,
1279,
25,
7913,
92,
198,
220,
220,
374,
796,
2593,
7,
49,
8,
198,
220,
220,
288,
53,
796,
13446,
62,
67,
0,
7,
22065,
11,
569,
11,
374,
8,
198,
220,
220,
49427,
53,
796,
13446,
62,
1860,
0,
7,
22065,
11,
569,
11,
374,
8,
198,
220,
220,
371,
136,
224,
796,
371,
14,
81,
198,
220,
220,
1441,
357,
16,
12,
5083,
39029,
8,
1635,
357,
8937,
7,
1860,
53,
8,
1635,
371,
136,
224,
1635,
371,
136,
224,
6,
1343,
2352,
7,
67,
53,
1220,
374,
8,
1635,
357,
40,
532,
371,
136,
224,
1635,
371,
136,
224,
6,
4008,
1343,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
8434,
39029,
220,
1635,
357,
8937,
7,
1860,
53,
8,
1343,
2352,
7,
67,
53,
1220,
374,
4008,
1635,
314,
198,
437,
628,
198,
198,
37811,
198,
63,
43,
1697,
446,
25784,
7,
38392,
11,
304,
15,
2599,
63,
34175,
262,
718,
12,
1065,
28423,
446,
12,
25784,
2785,
685,
15466,
16151,
5450,
1378,
268,
13,
31266,
13,
2398,
14,
15466,
14,
43,
1697,
446,
12,
25784,
62,
13059,
1843,
8,
628,
220,
220,
304,
15,
1635,
604,
1635,
357,
357,
38392,
14,
81,
8,
126,
117,
31185,
532,
357,
38392,
14,
81,
8,
46256,
114,
1267,
198,
198,
42316,
273,
351,
479,
86,
7159,
25,
4600,
43,
1697,
446,
25784,
7,
26,
479,
86,
22046,
23029,
63,
198,
198,
9,
4600,
68,
15,
11,
18074,
225,
63,
1058,
3210,
406,
41,
10007,
11,
4277,
4600,
68,
15,
796,
352,
13,
15,
11,
18074,
225,
796,
352,
13,
15,
63,
198,
9,
4600,
81,
15,
63,
1058,
29163,
5253,
532,
611,
4600,
81,
15,
63,
318,
7368,
788,
4600,
38392,
63,
318,
9514,
198,
9,
4600,
64,
15,
63,
1058,
15915,
47240,
501,
11507,
11,
611,
4600,
64,
15,
63,
318,
7368,
788,
4600,
38392,
63,
318,
9514,
198,
198,
7,
63,
81,
15,
11,
257,
15,
63,
2314,
1111,
307,
7368,
379,
262,
976,
640,
8,
198,
37811,
198,
43,
1697,
446,
25784,
7,
38392,
11,
304,
15,
8,
796,
4275,
38200,
13370,
374,
4613,
304,
15,
1635,
604,
13,
15,
1635,
14808,
38392,
14,
81,
8,
61,
7,
1065,
8,
532,
357,
38392,
14,
81,
8,
61,
7,
21,
22305,
628,
198,
8818,
300,
73,
37266,
7,
26,
18074,
225,
28,
16,
13,
15,
11,
304,
15,
28,
16,
13,
15,
11,
374,
15,
796,
2147,
11,
257,
15,
796,
2147,
8,
198,
220,
220,
611,
374,
15,
14512,
2147,
11405,
257,
15,
14512,
2147,
198,
220,
220,
220,
220,
220,
4049,
7203,
63,
30659,
358,
446,
25784,
63,
25,
2314,
11986,
1111,
4600,
81,
15,
63,
290,
4600,
64,
15,
63,
4943,
198,
220,
220,
886,
198,
220,
220,
611,
257,
15,
14512,
2147,
220,
220,
220,
1303,
374,
15,
796,
299,
77,
12,
17080,
796,
257,
15,
14,
31166,
17034,
7,
17,
8,
287,
15915,
198,
220,
220,
220,
220,
220,
374,
15,
796,
257,
15,
1220,
19862,
17034,
7,
17,
8,
198,
220,
220,
886,
198,
220,
220,
611,
374,
15,
14512,
2147,
220,
220,
220,
1303,
3210,
406,
41,
318,
10356,
1417,
379,
374,
796,
362,
61,
7,
16,
14,
21,
8,
198,
220,
220,
220,
220,
220,
18074,
225,
796,
220,
374,
15,
1220,
362,
61,
7,
16,
14,
21,
8,
198,
220,
220,
886,
198,
220,
220,
1441,
18074,
225,
11,
304,
15,
198,
437,
198,
198,
43,
1697,
446,
25784,
7,
26,
479,
86,
22046,
23029,
796,
28423,
446,
25784,
7,
75,
73,
37266,
7,
26,
46265,
22046,
23029,
23029,
628,
198,
37811,
198,
63,
75,
1697,
446,
73,
1952,
7,
26,
479,
86,
22046,
23029,
63,
198,
198,
14323,
489,
1431,
23772,
329,
4600,
43,
1697,
446,
25784,
63,
357,
11295,
428,
318,
2099,
21354,
8133,
198,
198,
818,
3090,
284,
262,
4600,
46265,
22046,
63,
286,
4600,
43,
1697,
446,
25784,
47671,
428,
18178,
635,
198,
198,
9,
4600,
6015,
315,
63,
1058,
4277,
4600,
25,
23736,
63,
543,
3607,
4600,
6015,
315,
796,
357,
16,
13,
24,
9,
38392,
11,
362,
13,
22,
9,
38392,
8,
44646,
5765,
198,
63,
22366,
63,
393,
4600,
18943,
63,
284,
11986,
645,
45616,
11,
393,
11986,
257,
46545,
393,
198,
18747,
351,
734,
4847,
31577,
262,
2793,
290,
6727,
2005,
12,
2364,
2511,
4178,
284,
307,
198,
1484,
351,
4600,
26568,
500,
26254,
2364,
44646,
198,
37811,
198,
8818,
300,
1697,
446,
73,
1952,
7,
26,
374,
8968,
796,
1058,
23736,
11,
479,
86,
22046,
23029,
198,
220,
220,
18074,
225,
11,
304,
15,
796,
300,
73,
37266,
7,
26,
479,
86,
22046,
23029,
198,
220,
220,
611,
357,
6015,
315,
6624,
2147,
8614,
374,
8968,
6624,
4806,
8,
198,
220,
220,
220,
220,
220,
1441,
28423,
446,
25784,
7,
38392,
11,
304,
15,
8,
198,
220,
220,
2073,
361,
374,
8968,
6624,
1058,
23736,
198,
220,
220,
220,
220,
220,
374,
8968,
796,
357,
16,
13,
24,
9,
38392,
11,
362,
13,
22,
9,
38392,
8,
198,
220,
220,
886,
198,
220,
220,
1441,
13341,
500,
26254,
2364,
7,
6015,
315,
58,
16,
4357,
374,
8968,
58,
17,
12962,
1635,
28423,
446,
25784,
7,
38392,
11,
304,
15,
8,
198,
437,
198,
198,
37811,
198,
63,
44,
7615,
7,
32,
11,
304,
15,
11,
374,
15,
8,
63,
393,
4600,
44,
7615,
7,
26,
32,
28,
19,
13,
15,
11,
304,
15,
28,
16,
13,
15,
11,
374,
15,
28,
16,
13,
15,
8,
63,
25,
34175,
257,
198,
63,
47,
958,
25396,
1843,
63,
329,
198,
15506,
63,
198,
220,
220,
304,
15,
357,
1033,
7,
532,
17,
317,
357,
81,
14,
81,
15,
532,
352,
8,
1267,
532,
362,
1033,
7,
532,
317,
357,
81,
14,
81,
15,
532,
352,
8,
1267,
1267,
198,
15506,
63,
198,
37811,
198,
44,
7615,
7,
32,
11,
304,
15,
11,
374,
15,
8,
796,
2488,
38200,
13370,
7,
198,
220,
220,
374,
4613,
304,
15,
1635,
357,
1033,
7,
30420,
17,
13,
15,
9,
32,
8,
1635,
357,
81,
14,
81,
15,
532,
352,
13,
15,
4008,
532,
362,
13,
15,
1635,
1033,
32590,
32,
1635,
357,
81,
14,
81,
15,
532,
352,
13,
15,
4008,
1267,
1267,
198,
44,
7615,
7,
26,
32,
28,
19,
13,
15,
11,
304,
15,
28,
16,
13,
15,
11,
374,
15,
28,
16,
13,
15,
8,
796,
44049,
7,
32,
11,
304,
15,
11,
374,
15,
8,
198,
198,
37811,
198,
63,
4491,
325,
7,
32,
28,
19,
13,
15,
11,
304,
15,
28,
16,
13,
15,
11,
374,
15,
28,
16,
13,
15,
11,
374,
8968,
16193,
16,
13,
24,
9,
81,
15,
11,
362,
13,
22,
9,
81,
15,
4008,
63,
198,
198,
14323,
489,
1431,
23772,
329,
4600,
44,
7615,
63,
357,
4906,
21354,
8,
198,
37811,
198,
4491,
325,
7,
26,
32,
28,
19,
13,
15,
11,
304,
15,
28,
16,
13,
15,
11,
374,
15,
28,
16,
13,
15,
11,
374,
8968,
16193,
16,
13,
24,
9,
81,
15,
11,
362,
13,
22,
9,
81,
15,
4008,
796,
357,
198,
220,
220,
357,
6015,
315,
6624,
2147,
8614,
374,
8968,
6624,
4806,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
5633,
220,
44049,
7,
32,
11,
304,
15,
11,
374,
15,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
1058,
220,
13341,
500,
26254,
2364,
7,
6015,
315,
58,
16,
4357,
374,
8968,
58,
17,
12962,
1635,
44049,
7,
32,
11,
304,
15,
11,
374,
15,
8,
1267,
628,
198,
37811,
198,
63,
28667,
47,
958,
25396,
1843,
3419,
63,
25,
8075,
257,
2785,
326,
655,
5860,
6632,
198,
37811,
198,
7249,
12169,
47,
958,
25396,
1843,
1279,
25,
39645,
25396,
1843,
886,
198,
198,
31,
13059,
12169,
47,
958,
25396,
1843,
198,
198,
49786,
7,
79,
3712,
28667,
47,
958,
25396,
1843,
11,
374,
3712,
51,
8,
810,
1391,
51,
1279,
25,
7913,
92,
796,
309,
7,
15,
13,
15,
8,
198,
49786,
62,
67,
7,
79,
3712,
28667,
47,
958,
25396,
1843,
11,
374,
3712,
51,
8,
810,
1391,
51,
1279,
25,
7913,
92,
796,
309,
7,
15,
13,
15,
8,
198,
49786,
62,
1860,
7,
79,
3712,
28667,
47,
958,
25396,
1843,
11,
374,
3712,
51,
8,
810,
1391,
51,
1279,
25,
7913,
92,
796,
309,
7,
15,
13,
15,
8,
198,
8968,
2364,
7,
79,
3712,
28667,
47,
958,
25396,
1843,
8,
796,
347,
970,
7,
15,
8,
1303,
262,
34968,
1271,
2099,
628,
198,
198,
2,
16529,
982,
198,
198,
2,
16926,
46,
25,
3551,
517,
34165,
1343,
5254,
329,
1168,
9148,
198,
198,
37811,
198,
3546,
32851,
286,
262,
1168,
9148,
2785,
284,
2746,
1969,
3164,
13,
198,
37811,
198,
7249,
1168,
9148,
25396,
1843,
90,
6849,
92,
1279,
25,
39645,
25396,
1843,
198,
220,
220,
1168,
16,
3712,
5317,
198,
220,
220,
1168,
17,
3712,
5317,
198,
220,
220,
569,
3712,
6849,
220,
220,
1303,
49166,
198,
437,
198,
198,
31,
13059,
1168,
9148,
25396,
1843,
198,
198,
49786,
7,
53,
3712,
57,
9148,
25396,
1843,
11,
374,
3712,
15057,
8,
796,
13446,
7,
53,
13,
53,
11,
374,
3712,
15057,
8,
198,
49786,
62,
67,
7,
53,
3712,
57,
9148,
25396,
1843,
11,
374,
3712,
15057,
8,
796,
13446,
62,
67,
7,
53,
13,
53,
11,
374,
3712,
15057,
8,
198,
8968,
2364,
7,
3712,
57,
9148,
25396,
1843,
8,
796,
4806,
198,
198,
57,
9148,
25396,
1843,
7,
57,
16,
3712,
46541,
11,
1168,
17,
3712,
46541,
8,
796,
198,
220,
220,
1309,
1168,
16,
28,
57,
16,
11,
1168,
17,
28,
57,
17,
198,
220,
220,
220,
220,
220,
35851,
796,
657,
13,
3459,
4051,
1635,
657,
13,
49721,
1220,
357,
57,
16,
61,
15,
13,
1954,
1343,
1168,
17,
61,
15,
13,
1954,
8,
198,
220,
220,
220,
220,
220,
18074,
113,
15,
796,
657,
13,
405,
2816,
2075,
27371,
29703,
2481,
198,
220,
220,
220,
220,
220,
327,
796,
1168,
16,
9,
57,
17,
29006,
19,
9,
46582,
9,
139,
113,
15,
8,
198,
220,
220,
220,
220,
220,
412,
16,
11,
412,
17,
11,
412,
18,
11,
412,
19,
796,
657,
13,
1507,
1507,
11,
657,
13,
1120,
2079,
11,
657,
13,
21033,
17,
11,
657,
13,
46957,
1558,
198,
220,
220,
220,
220,
220,
317,
16,
11,
317,
17,
11,
317,
18,
11,
317,
19,
796,
513,
13,
17,
14,
559,
11,
657,
13,
5824,
1954,
14,
559,
11,
657,
13,
1821,
2078,
14,
559,
11,
657,
13,
5304,
14,
559,
198,
220,
220,
220,
220,
220,
569,
796,
2488,
38200,
13370,
7,
81,
4613,
327,
1635,
357,
36,
16,
9,
11201,
32590,
32,
16,
9,
81,
8,
1343,
412,
17,
9,
11201,
32590,
32,
17,
9,
81,
8,
1343,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
412,
18,
9,
11201,
32590,
32,
19,
9,
81,
8,
1343,
412,
19,
9,
11201,
32590,
32,
19,
9,
81,
8,
1267,
1220,
374,
8,
198,
220,
220,
220,
220,
220,
1168,
9148,
25396,
1843,
7,
57,
16,
11,
1168,
17,
11,
569,
8,
198,
220,
220,
886,
628,
198,
57,
9148,
25396,
1843,
7,
57,
3712,
46541,
8,
796,
1168,
9148,
25396,
1843,
7,
57,
11,
1168,
8,
198,
57,
9148,
25396,
1843,
7,
82,
16,
3712,
13940,
23650,
11,
264,
17,
3712,
13940,
23650,
8,
796,
1168,
9148,
25396,
1843,
7,
47116,
62,
17618,
7,
82,
16,
828,
17226,
62,
17618,
7,
82,
17,
4008,
198,
57,
9148,
25396,
1843,
7,
82,
3712,
13940,
23650,
8,
796,
1168,
9148,
25396,
1843,
7,
82,
11,
264,
8,
198,
198,
35,
713,
7,
53,
3712,
57,
9148,
25396,
1843,
8,
796,
360,
713,
7203,
834,
312,
834,
1,
5218,
366,
33018,
43,
4061,
62,
57,
9148,
25396,
1843,
1600,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
366,
57,
16,
1,
5218,
569,
13,
57,
16,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
366,
57,
17,
1,
5218,
1168,
13,
57,
17,
8,
198,
57,
9148,
25396,
1843,
7,
35,
3712,
35,
713,
8,
796,
1168,
9148,
25396,
1843,
7,
35,
14692,
57,
16,
33116,
360,
14692,
57,
17,
8973,
8,
198,
14881,
13,
1102,
1851,
7,
3712,
7762,
90,
25,
33018,
43,
4061,
62,
57,
9148,
25396,
1843,
5512,
360,
3712,
35,
713,
8,
796,
1168,
9148,
25396,
1843,
7,
35,
8,
628,
198,
2,
38093,
18604,
198,
2,
220,
220,
317,
1720,
286,
734,
5166,
2785,
82,
25,
7525,
973,
329,
45616,
11701,
198,
198,
1,
11167,
286,
734,
5166,
2785,
82,
1,
198,
76,
18187,
2878,
1041,
67,
25396,
90,
47,
16,
11,
350,
17,
92,
1279,
25,
39645,
25396,
1843,
198,
220,
220,
279,
16,
3712,
47,
16,
198,
220,
220,
279,
17,
3712,
47,
17,
198,
437,
198,
198,
31,
13059,
1041,
67,
25396,
198,
198,
11748,
7308,
15885,
198,
9,
7,
79,
16,
3712,
47,
958,
25396,
1843,
11,
279,
17,
3712,
47,
958,
25396,
1843,
8,
796,
1041,
67,
25396,
7,
79,
16,
11,
279,
17,
8,
198,
31,
45145,
13446,
7,
79,
3712,
2964,
67,
25396,
11,
374,
3712,
15057,
8,
796,
279,
13,
79,
16,
7,
81,
8,
1635,
279,
13,
79,
17,
7,
81,
8,
198,
49786,
62,
67,
7,
79,
3712,
2964,
67,
25396,
11,
374,
3712,
15057,
8,
796,
357,
79,
13,
79,
16,
7,
81,
8,
1635,
4275,
35,
279,
13,
79,
17,
7,
81,
4008,
1343,
4275,
35,
279,
13,
79,
16,
7,
81,
4008,
1635,
279,
13,
79,
17,
7,
81,
4008,
198,
49786,
62,
1860,
7,
79,
3712,
2964,
67,
25396,
11,
374,
3712,
15057,
8,
796,
357,
79,
13,
79,
16,
7,
81,
8,
1635,
4275,
16458,
279,
13,
79,
17,
7,
81,
4008,
1343,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
362,
1635,
4275,
35,
279,
13,
79,
16,
7,
81,
4008,
1635,
4275,
35,
279,
13,
79,
17,
7,
81,
4008,
1343,
4275,
16458,
279,
13,
79,
16,
7,
81,
4008,
1635,
279,
13,
79,
17,
7,
81,
4008,
198,
8968,
2364,
7,
79,
3712,
2964,
67,
25396,
8,
796,
949,
7,
8968,
2364,
7,
79,
13,
79,
16,
828,
45616,
7,
79,
13,
79,
17,
4008,
198,
198,
2,
38093,
18604,
628,
198,
198,
37811,
198,
63,
7249,
27323,
1496,
47,
958,
25396,
1843,
63,
198,
198,
29988,
862,
257,
5166,
13059,
1843,
1262,
4600,
22203,
36918,
11799,
63,
287,
1502,
284,
1249,
198,
4906,
12,
31284,
6143,
286,
3294,
2785,
82,
13,
770,
318,
262,
1388,
8173,
198,
35827,
379,
262,
2589,
284,
670,
351,
5021,
12,
42895,
3341,
13,
198,
48059,
11,
428,
318,
407,
46511,
1201,
340,
595,
2977,
257,
2837,
286,
198,
79,
4733,
17050,
6436,
38189,
13,
198,
37811,
198,
7249,
27323,
1496,
47,
958,
25396,
1843,
1279,
25,
17427,
47,
958,
25396,
1843,
198,
220,
220,
277,
3712,
37,
2414,
12543,
198,
220,
220,
277,
62,
67,
3712,
37,
2414,
12543,
198,
220,
220,
277,
62,
1860,
3712,
37,
2414,
12543,
198,
220,
220,
374,
8968,
3712,
43879,
2414,
198,
437,
198,
198,
31,
13059,
27323,
1496,
47,
958,
25396,
1843,
198,
198,
8968,
2364,
7,
53,
3712,
36918,
1496,
47,
958,
25396,
1843,
8,
796,
569,
13,
6015,
315,
198,
2,
13446,
11,
3503,
389,
477,
10944,
422,
17427,
47,
958,
25396,
1843,
198,
198,
8818,
27323,
1496,
47,
958,
25396,
1843,
7,
53,
3712,
37702,
13370,
22203,
11,
374,
8968,
8,
198,
220,
220,
2488,
30493,
357,
15,
1279,
374,
8968,
1279,
4806,
8,
198,
220,
220,
277,
11,
277,
62,
67,
11,
277,
62,
1860,
796,
1309,
569,
28,
53,
11,
48321,
796,
374,
8968,
198,
220,
220,
220,
220,
220,
357,
37,
2414,
12543,
7,
81,
4613,
13446,
7,
53,
11,
374,
8,
1635,
357,
81,
27,
6015,
36911,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
376,
2414,
12543,
7,
81,
4613,
13446,
62,
67,
7,
53,
11,
374,
8,
1635,
357,
81,
27,
6015,
36911,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
376,
2414,
12543,
7,
81,
4613,
13446,
62,
1860,
7,
53,
11,
374,
8,
1635,
357,
81,
27,
6015,
22305,
198,
220,
220,
886,
198,
220,
220,
1441,
27323,
1496,
47,
958,
25396,
1843,
7,
69,
11,
277,
62,
67,
11,
277,
62,
1860,
11,
45616,
7,
53,
4008,
198,
437,
198,
198,
8818,
27323,
1496,
47,
958,
25396,
1843,
7,
53,
3712,
47,
958,
25396,
1843,
8,
198,
220,
220,
2488,
30493,
357,
15,
1279,
45616,
7,
53,
8,
1279,
4806,
8,
198,
220,
220,
277,
11,
277,
62,
67,
11,
277,
62,
1860,
796,
1309,
569,
28,
53,
11,
48321,
796,
45616,
7,
53,
8,
198,
220,
220,
220,
220,
220,
357,
37,
2414,
12543,
7,
81,
4613,
13446,
7,
53,
11,
374,
8,
1635,
357,
81,
27,
6015,
36911,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
376,
2414,
12543,
7,
81,
4613,
13446,
62,
67,
7,
53,
11,
374,
8,
1635,
357,
81,
27,
6015,
36911,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
376,
2414,
12543,
7,
81,
4613,
13446,
62,
1860,
7,
53,
11,
374,
8,
1635,
357,
81,
27,
6015,
22305,
198,
220,
220,
886,
198,
220,
220,
1441,
27323,
1496,
47,
958,
25396,
1843,
7,
69,
11,
277,
62,
67,
11,
277,
62,
1860,
11,
45616,
7,
53,
4008,
198,
437,
198
] | 2.144702 | 3,794 |
<filename>src/fda.jl
struct Fda
T::Array{Float64}
P::Array{Float64}
Tcenters::Array{Float64}
eig::Vector{Float64}
sstot::Number
W::Matrix{Float64}
xmeans::Vector{Float64}
lev::AbstractVector
ni::AbstractVector
end
"""
fda(X, y; nlv, pseudo = false)
Factorial discriminant analysis (FDA).
* `X` : X-data.
* `y` : y-data (class membership).
* `nlv` : Nb. discriminant components.
* `pseudo` : If true, a MP pseudo-inverse is used (instead
of a usual inverse) for inverting W.
Eigen factorization of Inverse(W) * B.
The functions maximize the compromise p'Bp / p'Wp, i.e. max p'Bp with
constraint p'Wp = 1. Vectors p (columns of P) are the linear discrimant
coefficients "LD".
`X` is internally centered.
"""
function fda(X, y; nlv, pseudo = false)
fda!(copy(X), y; nlv = nlv, pseudo = pseudo)
end
function fda!(X, y; nlv, pseudo = false)
X = ensure_mat(X)
n, p = size(X)
xmeans = colmeans(X)
center!(X, xmeans)
res = matW(X, y)
lev = res.lev
nlev = length(lev)
ni = res.ni
res.W .= res.W * n / (n - nlev)
zres = matB(X, y)
!pseudo ? Winv = LinearAlgebra.inv!(cholesky!(Hermitian(res.W))) : Winv = pinv(res.W)
# Winv * B is not symmetric
fm = eigen!(Winv * zres.B; sortby = x -> -abs(x))
nlv = min(nlv, n, p, nlev - 1)
P = fm.vectors[:, 1:nlv]
eig = fm.values
P = real.(P)
eig = real.(eig)
sstot = sum(eig)
norm_P = sqrt.(diag(P' * res.W * P))
scale!(P, norm_P)
T = X * P
Tcenters = zres.ct * P
Fda(T, P, Tcenters, eig, sstot, res.W, xmeans, lev, ni)
end
"""
fdasvd(X, y; nlv, pseudo = false)
Factorial discriminant analysis (FDA).
* `X` : X-data.
* `y` : Univariate class membership.
* `nlv` : Nb. discriminant components.
* `pseudo` : If true, a MP pseudo-inverse is used (instead
of a usual inverse) for inverting W.
Weighted SVD factorization of the matrix of the class centers.
`X` is internally centered.
"""
function fdasvd(X, y; nlv, pseudo = false)
fdasvd!(copy(X), y; nlv = nlv, pseudo = pseudo)
end
function fdasvd!(X, y; nlv, pseudo = false)
X = ensure_mat(X)
n, p = size(X)
xmeans = colmeans(X)
center!(X, xmeans)
res = matW(X, y)
lev = res.lev
nlev = length(lev)
ni = res.ni
res.W .= res.W * n / (n - nlev)
!pseudo ? Winv = inv(res.W) : Winv = pinv(res.W)
ct = aggstat(X, y; fun = mean).res
Ut = cholesky!(Hermitian(Winv)).U'
Zct = ct * Ut
nlv = min(nlv, n, p, nlev - 1)
fm = pcasvd(Zct, ni; nlv = nlv)
Pz = fm.P
Tcenters = Zct * Pz
eig = (fm.sv).^2
sstot = sum(eig)
P = Ut * Pz[:, 1:nlv]
T = X * P
Tcenters = ct * P
Fda(T, P, Tcenters, eig, sstot, res.W, xmeans, lev, ni)
end
"""
summary(object::Fda, X)
Summarize the fitted model.
* `object` : The fitted model.
* `X` : The X-data that was used to fit the model.
"""
function Base.summary(object::Fda)
nlv = size(object.T, 2)
eig = object.eig[1:nlv]
pvar = eig ./ sum(object.eig)
cumpvar = cumsum(pvar)
explvar = DataFrame(lv = 1:nlv, var = eig, pvar = pvar,
cumpvar = cumpvar)
(explvar = explvar,)
end
| [
27,
34345,
29,
10677,
14,
69,
6814,
13,
20362,
198,
7249,
376,
6814,
198,
220,
220,
220,
309,
3712,
19182,
90,
43879,
2414,
92,
198,
220,
220,
220,
350,
3712,
19182,
90,
43879,
2414,
92,
198,
220,
220,
220,
309,
1087,
364,
3712,
19182,
90,
43879,
2414,
92,
198,
220,
220,
220,
304,
328,
3712,
38469,
90,
43879,
2414,
92,
198,
220,
220,
220,
264,
301,
313,
3712,
15057,
198,
220,
220,
220,
370,
3712,
46912,
90,
43879,
2414,
92,
198,
220,
220,
220,
2124,
1326,
504,
3712,
38469,
90,
43879,
2414,
92,
198,
220,
220,
220,
23145,
3712,
23839,
38469,
198,
220,
220,
220,
37628,
3712,
23839,
38469,
198,
437,
198,
198,
37811,
198,
220,
220,
220,
277,
6814,
7,
55,
11,
331,
26,
299,
6780,
11,
24543,
796,
3991,
8,
198,
29054,
5132,
6534,
42483,
3781,
357,
37,
5631,
737,
198,
9,
4600,
55,
63,
1058,
1395,
12,
7890,
13,
198,
9,
4600,
88,
63,
1058,
331,
12,
7890,
357,
4871,
9931,
737,
198,
9,
4600,
77,
6780,
63,
1058,
399,
65,
13,
6534,
42483,
6805,
13,
198,
9,
4600,
7752,
12003,
63,
1058,
1002,
2081,
11,
257,
4904,
24543,
12,
259,
4399,
318,
973,
357,
38070,
198,
220,
220,
220,
286,
257,
6678,
34062,
8,
329,
40631,
889,
370,
13,
198,
198,
36,
9324,
5766,
1634,
286,
554,
4399,
7,
54,
8,
1635,
347,
13,
220,
198,
198,
464,
5499,
20487,
262,
13110,
279,
6,
33,
79,
1220,
279,
6,
54,
79,
11,
1312,
13,
68,
13,
3509,
279,
6,
33,
79,
351,
220,
198,
1102,
2536,
2913,
279,
6,
54,
79,
796,
352,
13,
569,
478,
669,
279,
357,
28665,
82,
286,
350,
8,
389,
262,
14174,
6534,
415,
220,
198,
1073,
41945,
366,
11163,
1911,
198,
198,
63,
55,
63,
318,
20947,
19254,
13,
220,
220,
198,
37811,
220,
198,
8818,
277,
6814,
7,
55,
11,
331,
26,
299,
6780,
11,
24543,
796,
3991,
8,
198,
220,
220,
220,
277,
6814,
0,
7,
30073,
7,
55,
828,
331,
26,
299,
6780,
796,
299,
6780,
11,
24543,
796,
24543,
8,
198,
437,
198,
198,
8818,
277,
6814,
0,
7,
55,
11,
331,
26,
299,
6780,
11,
24543,
796,
3991,
8,
198,
220,
220,
220,
1395,
796,
4155,
62,
6759,
7,
55,
8,
198,
220,
220,
220,
299,
11,
279,
796,
2546,
7,
55,
8,
198,
220,
220,
220,
2124,
1326,
504,
796,
951,
1326,
504,
7,
55,
8,
220,
198,
220,
220,
220,
3641,
0,
7,
55,
11,
2124,
1326,
504,
8,
198,
220,
220,
220,
581,
796,
2603,
54,
7,
55,
11,
331,
8,
198,
220,
220,
220,
23145,
796,
581,
13,
2768,
198,
220,
220,
220,
299,
2768,
796,
4129,
7,
2768,
8,
198,
220,
220,
220,
37628,
796,
581,
13,
8461,
198,
220,
220,
220,
581,
13,
54,
764,
28,
581,
13,
54,
1635,
299,
1220,
357,
77,
532,
299,
2768,
8,
198,
220,
220,
220,
1976,
411,
796,
2603,
33,
7,
55,
11,
331,
8,
198,
220,
220,
220,
5145,
7752,
12003,
5633,
7178,
85,
796,
44800,
2348,
29230,
13,
16340,
0,
7,
354,
4316,
2584,
0,
7,
9360,
2781,
666,
7,
411,
13,
54,
22305,
1058,
7178,
85,
796,
6757,
85,
7,
411,
13,
54,
8,
198,
220,
220,
220,
1303,
7178,
85,
1635,
347,
318,
407,
23606,
19482,
198,
220,
220,
220,
277,
76,
796,
304,
9324,
0,
7,
54,
16340,
1635,
1976,
411,
13,
33,
26,
3297,
1525,
796,
2124,
4613,
532,
8937,
7,
87,
4008,
198,
220,
220,
220,
299,
6780,
796,
949,
7,
77,
6780,
11,
299,
11,
279,
11,
299,
2768,
532,
352,
8,
198,
220,
220,
220,
350,
796,
277,
76,
13,
303,
5217,
58,
45299,
352,
25,
77,
6780,
60,
198,
220,
220,
220,
304,
328,
796,
277,
76,
13,
27160,
198,
220,
220,
220,
350,
796,
1103,
12195,
47,
8,
198,
220,
220,
220,
304,
328,
796,
1103,
12195,
68,
328,
8,
198,
220,
220,
220,
264,
301,
313,
796,
2160,
7,
68,
328,
8,
198,
220,
220,
220,
2593,
62,
47,
796,
19862,
17034,
12195,
10989,
363,
7,
47,
6,
1635,
581,
13,
54,
1635,
350,
4008,
198,
220,
220,
220,
5046,
0,
7,
47,
11,
2593,
62,
47,
8,
198,
220,
220,
220,
309,
796,
1395,
1635,
350,
198,
220,
220,
220,
309,
1087,
364,
796,
1976,
411,
13,
310,
1635,
350,
198,
220,
220,
220,
376,
6814,
7,
51,
11,
350,
11,
309,
1087,
364,
11,
304,
328,
11,
264,
301,
313,
11,
581,
13,
54,
11,
2124,
1326,
504,
11,
23145,
11,
37628,
8,
198,
437,
198,
198,
37811,
198,
220,
220,
220,
277,
67,
292,
20306,
7,
55,
11,
331,
26,
299,
6780,
11,
24543,
796,
3991,
8,
198,
29054,
5132,
6534,
42483,
3781,
357,
37,
5631,
737,
198,
9,
4600,
55,
63,
1058,
1395,
12,
7890,
13,
198,
9,
4600,
88,
63,
1058,
791,
42524,
1398,
9931,
13,
198,
9,
4600,
77,
6780,
63,
1058,
399,
65,
13,
6534,
42483,
6805,
13,
198,
9,
4600,
7752,
12003,
63,
1058,
1002,
2081,
11,
257,
4904,
24543,
12,
259,
4399,
318,
973,
357,
38070,
198,
220,
220,
220,
286,
257,
6678,
34062,
8,
329,
40631,
889,
370,
13,
198,
198,
25844,
276,
311,
8898,
5766,
1634,
286,
262,
17593,
286,
262,
1398,
10399,
13,
198,
198,
63,
55,
63,
318,
20947,
19254,
13,
220,
220,
198,
37811,
220,
198,
8818,
277,
67,
292,
20306,
7,
55,
11,
331,
26,
299,
6780,
11,
24543,
796,
3991,
8,
198,
220,
220,
220,
277,
67,
292,
20306,
0,
7,
30073,
7,
55,
828,
331,
26,
299,
6780,
796,
299,
6780,
11,
24543,
796,
24543,
8,
198,
437,
198,
198,
8818,
277,
67,
292,
20306,
0,
7,
55,
11,
331,
26,
299,
6780,
11,
24543,
796,
3991,
8,
198,
220,
220,
220,
1395,
796,
4155,
62,
6759,
7,
55,
8,
198,
220,
220,
220,
299,
11,
279,
796,
2546,
7,
55,
8,
198,
220,
220,
220,
2124,
1326,
504,
796,
951,
1326,
504,
7,
55,
8,
220,
198,
220,
220,
220,
3641,
0,
7,
55,
11,
2124,
1326,
504,
8,
198,
220,
220,
220,
581,
796,
2603,
54,
7,
55,
11,
331,
8,
198,
220,
220,
220,
23145,
796,
581,
13,
2768,
198,
220,
220,
220,
299,
2768,
796,
4129,
7,
2768,
8,
198,
220,
220,
220,
37628,
796,
581,
13,
8461,
198,
220,
220,
220,
581,
13,
54,
764,
28,
581,
13,
54,
1635,
299,
1220,
357,
77,
532,
299,
2768,
8,
198,
220,
220,
220,
5145,
7752,
12003,
5633,
7178,
85,
796,
800,
7,
411,
13,
54,
8,
1058,
7178,
85,
796,
6757,
85,
7,
411,
13,
54,
8,
198,
220,
220,
220,
269,
83,
796,
4194,
14269,
7,
55,
11,
331,
26,
1257,
796,
1612,
737,
411,
198,
220,
220,
220,
7273,
796,
442,
4316,
2584,
0,
7,
9360,
2781,
666,
7,
54,
16340,
29720,
52,
6,
198,
220,
220,
220,
1168,
310,
796,
269,
83,
1635,
7273,
198,
220,
220,
220,
299,
6780,
796,
949,
7,
77,
6780,
11,
299,
11,
279,
11,
299,
2768,
532,
352,
8,
198,
220,
220,
220,
277,
76,
796,
279,
34004,
20306,
7,
57,
310,
11,
37628,
26,
299,
6780,
796,
299,
6780,
8,
198,
220,
220,
220,
350,
89,
796,
277,
76,
13,
47,
198,
220,
220,
220,
309,
1087,
364,
796,
1168,
310,
1635,
350,
89,
220,
220,
220,
220,
220,
220,
220,
220,
198,
220,
220,
220,
304,
328,
796,
357,
38353,
13,
21370,
737,
61,
17,
220,
198,
220,
220,
220,
264,
301,
313,
796,
2160,
7,
68,
328,
8,
198,
220,
220,
220,
350,
796,
7273,
1635,
350,
89,
58,
45299,
352,
25,
77,
6780,
60,
198,
220,
220,
220,
309,
796,
1395,
1635,
350,
198,
220,
220,
220,
309,
1087,
364,
796,
269,
83,
1635,
350,
198,
220,
220,
220,
376,
6814,
7,
51,
11,
350,
11,
309,
1087,
364,
11,
304,
328,
11,
264,
301,
313,
11,
581,
13,
54,
11,
2124,
1326,
504,
11,
23145,
11,
37628,
8,
198,
437,
198,
198,
37811,
198,
220,
220,
220,
10638,
7,
15252,
3712,
37,
6814,
11,
1395,
8,
198,
13065,
3876,
1096,
262,
18235,
2746,
13,
198,
9,
4600,
15252,
63,
1058,
383,
18235,
2746,
13,
198,
9,
4600,
55,
63,
1058,
383,
1395,
12,
7890,
326,
373,
973,
284,
4197,
262,
2746,
13,
198,
37811,
220,
198,
8818,
7308,
13,
49736,
7,
15252,
3712,
37,
6814,
8,
198,
220,
220,
220,
299,
6780,
796,
2546,
7,
15252,
13,
51,
11,
362,
8,
198,
220,
220,
220,
304,
328,
796,
2134,
13,
68,
328,
58,
16,
25,
77,
6780,
60,
198,
220,
220,
220,
279,
7785,
796,
220,
304,
328,
24457,
2160,
7,
15252,
13,
68,
328,
8,
198,
220,
220,
220,
269,
931,
7785,
796,
269,
5700,
388,
7,
79,
7785,
8,
198,
220,
220,
220,
1193,
7785,
796,
6060,
19778,
7,
6780,
796,
352,
25,
77,
6780,
11,
1401,
796,
304,
328,
11,
279,
7785,
796,
279,
7785,
11,
220,
198,
220,
220,
220,
220,
220,
220,
220,
269,
931,
7785,
796,
269,
931,
7785,
8,
198,
220,
220,
220,
357,
20676,
7785,
796,
1193,
7785,
35751,
220,
220,
220,
220,
198,
437,
628,
628,
198
] | 2.097962 | 1,521 |
<gh_stars>0
using Test
using Manifolds
using Manifolds:
_derivative,
_derivative!,
differential,
differential!,
gradient,
gradient!,
_gradient,
_gradient!
using FiniteDifferences
using LinearAlgebra: Diagonal, dot
@testset "Differentiation backend" begin
fd51 = Manifolds.FiniteDifferencesBackend()
@testset "diff_backend" begin
@test diff_backend() isa Manifolds.FiniteDifferencesBackend
@test length(diff_backends()) == 1
@test diff_backends()[1] isa Manifolds.FiniteDifferencesBackend
@test length(fd51.method.grid) == 5
@test fd51.method.q == 1
fd71 = Manifolds.FiniteDifferencesBackend(central_fdm(7, 1))
@test diff_backend!(fd71) == fd71
@test diff_backend() == fd71
end
using ForwardDiff
fwd_diff = Manifolds.ForwardDiffBackend()
@testset "ForwardDiff" begin
@test diff_backend() isa Manifolds.FiniteDifferencesBackend
@test length(diff_backends()) == 2
@test diff_backends()[1] isa Manifolds.FiniteDifferencesBackend
@test diff_backends()[2] == fwd_diff
@test diff_backend!(fwd_diff) == fwd_diff
@test diff_backend() == fwd_diff
@test diff_backend!(fd51) isa Manifolds.FiniteDifferencesBackend
@test diff_backend() isa Manifolds.FiniteDifferencesBackend
diff_backend!(fwd_diff)
@test diff_backend() == fwd_diff
diff_backend!(fd51)
end
using FiniteDiff
finite_diff = Manifolds.FiniteDiffBackend()
@testset "FiniteDiff" begin
@test diff_backend() isa Manifolds.FiniteDifferencesBackend
@test length(diff_backends()) == 3
@test diff_backends()[3] == finite_diff
@test diff_backend!(finite_diff) == finite_diff
@test diff_backend() == finite_diff
@test diff_backend!(fd51) isa Manifolds.FiniteDifferencesBackend
@test diff_backend() isa Manifolds.FiniteDifferencesBackend
diff_backend!(finite_diff)
@test diff_backend() == finite_diff
diff_backend!(fd51)
end
@testset "gradient" begin
diff_backend!(fd51)
r2 = Euclidean(2)
c1(t) = [sin(t), cos(t)]
f1(x) = x[1] + x[2]^2
f2(x) = 3 * x[1] * x[2] + x[2]^3
@testset "Inference" begin
v = [-1.0, -1.0]
@test (@inferred _derivative(c1, 0.0, Manifolds.ForwardDiffBackend())) ≈
[1.0, 0.0]
@test (@inferred _derivative!(c1, v, 0.0, Manifolds.ForwardDiffBackend())) === v
@test v ≈ [1.0, 0.0]
@test (@inferred _derivative(c1, 0.0, finite_diff)) ≈ [1.0, 0.0]
@test (@inferred _gradient(f1, [1.0, -1.0], finite_diff)) ≈ [1.0, -2.0]
end
@testset for backend in [fd51, fwd_diff, finite_diff]
diff_backend!(backend)
@test _derivative(c1, 0.0) ≈ [1.0, 0.0]
v = [-1.0, -1.0]
@test _derivative!(c1, v, 0.0) === v
@test isapprox(v, [1.0, 0.0])
@test _gradient(f1, [1.0, -1.0]) ≈ [1.0, -2.0]
@test _gradient!(f1, v, [1.0, -1.0]) === v
@test v ≈ [1.0, -2.0]
end
diff_backend!(Manifolds.NoneDiffBackend())
@testset for backend in [fd51, Manifolds.ForwardDiffBackend()]
@test _derivative(c1, 0.0, backend) ≈ [1.0, 0.0]
@test _gradient(f1, [1.0, -1.0], backend) ≈ [1.0, -2.0]
end
diff_backend!(fd51)
end
end
rb_onb_default = RiemannianONBDiffBackend(
diff_backend(),
Manifolds.ExponentialRetraction(),
Manifolds.LogarithmicInverseRetraction(),
DefaultOrthonormalBasis(),
)
rb_onb_fd51 = RiemannianONBDiffBackend(
Manifolds.FiniteDifferencesBackend(),
Manifolds.ExponentialRetraction(),
Manifolds.LogarithmicInverseRetraction(),
DefaultOrthonormalBasis(),
)
rb_onb_fwd_diff = RiemannianONBDiffBackend(
Manifolds.ForwardDiffBackend(),
Manifolds.ExponentialRetraction(),
Manifolds.LogarithmicInverseRetraction(),
DefaultOrthonormalBasis(),
)
rb_onb_finite_diff = RiemannianONBDiffBackend(
Manifolds.FiniteDiffBackend(),
Manifolds.ExponentialRetraction(),
Manifolds.LogarithmicInverseRetraction(),
DefaultOrthonormalBasis(),
)
rb_onb_default2 = RiemannianONBDiffBackend(
diff_backend(),
Manifolds.ExponentialRetraction(),
Manifolds.LogarithmicInverseRetraction(),
CachedBasis(
DefaultOrthonormalBasis(),
[[0.0, -1.0, 0.0], [sqrt(2) / 2, 0.0, -sqrt(2) / 2]],
),
)
rb_proj = Manifolds.RiemannianProjectionGradientBackend(diff_backend())
@testset "rdiff_ functions" begin
@test Manifolds.rdifferential_backend() ===
Manifolds._current_rdifferential_backend.backend
@test Manifolds.rgradient_backend() === Manifolds._current_rgradient_backend.backend
tmp_diff = Manifolds.rdifferential_backend()
Manifolds.rdifferential_backend!(rb_onb_finite_diff)
@test Manifolds.rdifferential_backend() === rb_onb_finite_diff
Manifolds.rdifferential_backend!(tmp_diff)
tmp_grad = Manifolds.rgradient_backend()
Manifolds.rgradient_backend!(rb_onb_finite_diff)
@test Manifolds.rgradient_backend() === rb_onb_finite_diff
Manifolds.rgradient_backend!(tmp_grad)
end
@testset "Riemannian differentials" begin
s2 = Sphere(2)
p = [0.0, 0.0, 1.0]
q = [1.0, 0.0, 0.0]
c1(t) = geodesic(s2, q, p, t)
Xval = [-sqrt(2) / 2, 0.0, sqrt(2) / 2]
@test isapprox(s2, c1(π / 4), differential(s2, c1, π / 4), Xval)
X = similar(p)
differential!(s2, c1, X, π / 4)
@test isapprox(s2, c1(π / 4), X, Xval)
@testset for backend in [rb_onb_fd51, rb_onb_fwd_diff, rb_onb_finite_diff]
@test isapprox(s2, c1(π / 4), differential(s2, c1, π / 4, backend), Xval)
X = similar(p)
differential!(s2, c1, X, π / 4, backend)
@test isapprox(s2, c1(π / 4), X, Xval)
end
end
@testset "Riemannian gradients" begin
s2 = Sphere(2)
f1(p) = p[1]
q = [sqrt(2) / 2, 0, sqrt(2) / 2]
@test isapprox(s2, q, gradient(s2, f1, q), [0.5, 0.0, -0.5])
for backend in [rb_onb_default, rb_proj]
@test isapprox(s2, q, gradient(s2, f1, q, backend), [0.5, 0.0, -0.5])
end
X = similar(q)
gradient!(s2, f1, X, q)
@test isapprox(s2, q, X, [0.5, 0.0, -0.5])
for backend in [rb_onb_default, rb_proj]
gradient!(s2, f1, X, q, backend)
@test isapprox(s2, q, X, [0.5, 0.0, -0.5])
end
end
| [
27,
456,
62,
30783,
29,
15,
198,
3500,
6208,
198,
3500,
1869,
361,
10119,
198,
3500,
1869,
361,
10119,
25,
198,
220,
220,
220,
4808,
1082,
452,
876,
11,
198,
220,
220,
220,
4808,
1082,
452,
876,
28265,
198,
220,
220,
220,
22577,
11,
198,
220,
220,
220,
22577,
28265,
198,
220,
220,
220,
31312,
11,
198,
220,
220,
220,
31312,
28265,
198,
220,
220,
220,
4808,
49607,
11,
198,
220,
220,
220,
4808,
49607,
0,
198,
198,
3500,
4463,
578,
28813,
4972,
198,
3500,
44800,
2348,
29230,
25,
6031,
27923,
11,
16605,
198,
198,
31,
9288,
2617,
366,
40341,
3920,
30203,
1,
2221,
198,
220,
220,
220,
277,
67,
4349,
796,
1869,
361,
10119,
13,
37,
9504,
28813,
4972,
7282,
437,
3419,
198,
220,
220,
220,
2488,
9288,
2617,
366,
26069,
62,
1891,
437,
1,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
814,
62,
1891,
437,
3419,
318,
64,
1869,
361,
10119,
13,
37,
9504,
28813,
4972,
7282,
437,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
4129,
7,
26069,
62,
1891,
2412,
28955,
6624,
352,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
814,
62,
1891,
2412,
3419,
58,
16,
60,
318,
64,
1869,
361,
10119,
13,
37,
9504,
28813,
4972,
7282,
437,
628,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
4129,
7,
16344,
4349,
13,
24396,
13,
25928,
8,
6624,
642,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
277,
67,
4349,
13,
24396,
13,
80,
6624,
352,
198,
220,
220,
220,
220,
220,
220,
220,
277,
67,
4869,
796,
1869,
361,
10119,
13,
37,
9504,
28813,
4972,
7282,
437,
7,
31463,
62,
16344,
76,
7,
22,
11,
352,
4008,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
814,
62,
1891,
437,
0,
7,
16344,
4869,
8,
6624,
277,
67,
4869,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
814,
62,
1891,
437,
3419,
6624,
277,
67,
4869,
198,
220,
220,
220,
886,
628,
220,
220,
220,
1262,
19530,
28813,
628,
220,
220,
220,
277,
16993,
62,
26069,
796,
1869,
361,
10119,
13,
39746,
28813,
7282,
437,
3419,
198,
220,
220,
220,
2488,
9288,
2617,
366,
39746,
28813,
1,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
814,
62,
1891,
437,
3419,
318,
64,
1869,
361,
10119,
13,
37,
9504,
28813,
4972,
7282,
437,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
4129,
7,
26069,
62,
1891,
2412,
28955,
6624,
362,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
814,
62,
1891,
2412,
3419,
58,
16,
60,
318,
64,
1869,
361,
10119,
13,
37,
9504,
28813,
4972,
7282,
437,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
814,
62,
1891,
2412,
3419,
58,
17,
60,
6624,
277,
16993,
62,
26069,
628,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
814,
62,
1891,
437,
0,
7,
69,
16993,
62,
26069,
8,
6624,
277,
16993,
62,
26069,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
814,
62,
1891,
437,
3419,
6624,
277,
16993,
62,
26069,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
814,
62,
1891,
437,
0,
7,
16344,
4349,
8,
318,
64,
1869,
361,
10119,
13,
37,
9504,
28813,
4972,
7282,
437,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
814,
62,
1891,
437,
3419,
318,
64,
1869,
361,
10119,
13,
37,
9504,
28813,
4972,
7282,
437,
628,
220,
220,
220,
220,
220,
220,
220,
814,
62,
1891,
437,
0,
7,
69,
16993,
62,
26069,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
814,
62,
1891,
437,
3419,
6624,
277,
16993,
62,
26069,
198,
220,
220,
220,
220,
220,
220,
220,
814,
62,
1891,
437,
0,
7,
16344,
4349,
8,
198,
220,
220,
220,
886,
628,
220,
220,
220,
1262,
4463,
578,
28813,
628,
220,
220,
220,
27454,
62,
26069,
796,
1869,
361,
10119,
13,
37,
9504,
28813,
7282,
437,
3419,
198,
220,
220,
220,
2488,
9288,
2617,
366,
37,
9504,
28813,
1,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
814,
62,
1891,
437,
3419,
318,
64,
1869,
361,
10119,
13,
37,
9504,
28813,
4972,
7282,
437,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
4129,
7,
26069,
62,
1891,
2412,
28955,
6624,
513,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
814,
62,
1891,
2412,
3419,
58,
18,
60,
6624,
27454,
62,
26069,
628,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
814,
62,
1891,
437,
0,
7,
69,
9504,
62,
26069,
8,
6624,
27454,
62,
26069,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
814,
62,
1891,
437,
3419,
6624,
27454,
62,
26069,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
814,
62,
1891,
437,
0,
7,
16344,
4349,
8,
318,
64,
1869,
361,
10119,
13,
37,
9504,
28813,
4972,
7282,
437,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
814,
62,
1891,
437,
3419,
318,
64,
1869,
361,
10119,
13,
37,
9504,
28813,
4972,
7282,
437,
628,
220,
220,
220,
220,
220,
220,
220,
814,
62,
1891,
437,
0,
7,
69,
9504,
62,
26069,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
814,
62,
1891,
437,
3419,
6624,
27454,
62,
26069,
198,
220,
220,
220,
220,
220,
220,
220,
814,
62,
1891,
437,
0,
7,
16344,
4349,
8,
198,
220,
220,
220,
886,
628,
220,
220,
220,
2488,
9288,
2617,
366,
49607,
1,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
814,
62,
1891,
437,
0,
7,
16344,
4349,
8,
198,
220,
220,
220,
220,
220,
220,
220,
374,
17,
796,
48862,
485,
272,
7,
17,
8,
628,
220,
220,
220,
220,
220,
220,
220,
269,
16,
7,
83,
8,
796,
685,
31369,
7,
83,
828,
8615,
7,
83,
15437,
198,
220,
220,
220,
220,
220,
220,
220,
277,
16,
7,
87,
8,
796,
2124,
58,
16,
60,
1343,
2124,
58,
17,
60,
61,
17,
198,
220,
220,
220,
220,
220,
220,
220,
277,
17,
7,
87,
8,
796,
513,
1635,
2124,
58,
16,
60,
1635,
2124,
58,
17,
60,
1343,
2124,
58,
17,
60,
61,
18,
628,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
2617,
366,
818,
4288,
1,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
410,
796,
25915,
16,
13,
15,
11,
532,
16,
13,
15,
60,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
4275,
259,
18186,
4808,
1082,
452,
876,
7,
66,
16,
11,
657,
13,
15,
11,
1869,
361,
10119,
13,
39746,
28813,
7282,
437,
3419,
4008,
15139,
230,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
685,
16,
13,
15,
11,
657,
13,
15,
60,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
4275,
259,
18186,
4808,
1082,
452,
876,
0,
7,
66,
16,
11,
410,
11,
657,
13,
15,
11,
1869,
361,
10119,
13,
39746,
28813,
7282,
437,
3419,
4008,
24844,
410,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
410,
15139,
230,
685,
16,
13,
15,
11,
657,
13,
15,
60,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
4275,
259,
18186,
4808,
1082,
452,
876,
7,
66,
16,
11,
657,
13,
15,
11,
27454,
62,
26069,
4008,
15139,
230,
685,
16,
13,
15,
11,
657,
13,
15,
60,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
4275,
259,
18186,
4808,
49607,
7,
69,
16,
11,
685,
16,
13,
15,
11,
532,
16,
13,
15,
4357,
27454,
62,
26069,
4008,
15139,
230,
685,
16,
13,
15,
11,
532,
17,
13,
15,
60,
198,
220,
220,
220,
220,
220,
220,
220,
886,
628,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
2617,
329,
30203,
287,
685,
16344,
4349,
11,
277,
16993,
62,
26069,
11,
27454,
62,
26069,
60,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
814,
62,
1891,
437,
0,
7,
1891,
437,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
4808,
1082,
452,
876,
7,
66,
16,
11,
657,
13,
15,
8,
15139,
230,
685,
16,
13,
15,
11,
657,
13,
15,
60,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
410,
796,
25915,
16,
13,
15,
11,
532,
16,
13,
15,
60,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
4808,
1082,
452,
876,
0,
7,
66,
16,
11,
410,
11,
657,
13,
15,
8,
24844,
410,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
318,
1324,
13907,
7,
85,
11,
685,
16,
13,
15,
11,
657,
13,
15,
12962,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
4808,
49607,
7,
69,
16,
11,
685,
16,
13,
15,
11,
532,
16,
13,
15,
12962,
15139,
230,
685,
16,
13,
15,
11,
532,
17,
13,
15,
60,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
4808,
49607,
0,
7,
69,
16,
11,
410,
11,
685,
16,
13,
15,
11,
532,
16,
13,
15,
12962,
24844,
410,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
410,
15139,
230,
685,
16,
13,
15,
11,
532,
17,
13,
15,
60,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
814,
62,
1891,
437,
0,
7,
5124,
361,
10119,
13,
14202,
28813,
7282,
437,
28955,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
2617,
329,
30203,
287,
685,
16344,
4349,
11,
1869,
361,
10119,
13,
39746,
28813,
7282,
437,
3419,
60,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
4808,
1082,
452,
876,
7,
66,
16,
11,
657,
13,
15,
11,
30203,
8,
15139,
230,
685,
16,
13,
15,
11,
657,
13,
15,
60,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
4808,
49607,
7,
69,
16,
11,
685,
16,
13,
15,
11,
532,
16,
13,
15,
4357,
30203,
8,
15139,
230,
685,
16,
13,
15,
11,
532,
17,
13,
15,
60,
198,
220,
220,
220,
220,
220,
220,
220,
886,
628,
220,
220,
220,
220,
220,
220,
220,
814,
62,
1891,
437,
0,
7,
16344,
4349,
8,
198,
220,
220,
220,
886,
198,
437,
198,
198,
26145,
62,
261,
65,
62,
12286,
796,
371,
26597,
1236,
666,
1340,
14529,
733,
7282,
437,
7,
198,
220,
220,
220,
814,
62,
1891,
437,
22784,
198,
220,
220,
220,
1869,
361,
10119,
13,
16870,
35470,
9781,
7861,
22784,
198,
220,
220,
220,
1869,
361,
10119,
13,
11187,
283,
342,
9383,
818,
4399,
9781,
7861,
22784,
198,
220,
220,
220,
15161,
5574,
400,
261,
6636,
15522,
271,
22784,
198,
8,
198,
198,
26145,
62,
261,
65,
62,
16344,
4349,
796,
371,
26597,
1236,
666,
1340,
14529,
733,
7282,
437,
7,
198,
220,
220,
220,
1869,
361,
10119,
13,
37,
9504,
28813,
4972,
7282,
437,
22784,
198,
220,
220,
220,
1869,
361,
10119,
13,
16870,
35470,
9781,
7861,
22784,
198,
220,
220,
220,
1869,
361,
10119,
13,
11187,
283,
342,
9383,
818,
4399,
9781,
7861,
22784,
198,
220,
220,
220,
15161,
5574,
400,
261,
6636,
15522,
271,
22784,
198,
8,
198,
198,
26145,
62,
261,
65,
62,
69,
16993,
62,
26069,
796,
371,
26597,
1236,
666,
1340,
14529,
733,
7282,
437,
7,
198,
220,
220,
220,
1869,
361,
10119,
13,
39746,
28813,
7282,
437,
22784,
198,
220,
220,
220,
1869,
361,
10119,
13,
16870,
35470,
9781,
7861,
22784,
198,
220,
220,
220,
1869,
361,
10119,
13,
11187,
283,
342,
9383,
818,
4399,
9781,
7861,
22784,
198,
220,
220,
220,
15161,
5574,
400,
261,
6636,
15522,
271,
22784,
198,
8,
198,
198,
26145,
62,
261,
65,
62,
69,
9504,
62,
26069,
796,
371,
26597,
1236,
666,
1340,
14529,
733,
7282,
437,
7,
198,
220,
220,
220,
1869,
361,
10119,
13,
37,
9504,
28813,
7282,
437,
22784,
198,
220,
220,
220,
1869,
361,
10119,
13,
16870,
35470,
9781,
7861,
22784,
198,
220,
220,
220,
1869,
361,
10119,
13,
11187,
283,
342,
9383,
818,
4399,
9781,
7861,
22784,
198,
220,
220,
220,
15161,
5574,
400,
261,
6636,
15522,
271,
22784,
198,
8,
198,
198,
26145,
62,
261,
65,
62,
12286,
17,
796,
371,
26597,
1236,
666,
1340,
14529,
733,
7282,
437,
7,
198,
220,
220,
220,
814,
62,
1891,
437,
22784,
198,
220,
220,
220,
1869,
361,
10119,
13,
16870,
35470,
9781,
7861,
22784,
198,
220,
220,
220,
1869,
361,
10119,
13,
11187,
283,
342,
9383,
818,
4399,
9781,
7861,
22784,
198,
220,
220,
220,
327,
2317,
15522,
271,
7,
198,
220,
220,
220,
220,
220,
220,
220,
15161,
5574,
400,
261,
6636,
15522,
271,
22784,
198,
220,
220,
220,
220,
220,
220,
220,
16410,
15,
13,
15,
11,
532,
16,
13,
15,
11,
657,
13,
15,
4357,
685,
31166,
17034,
7,
17,
8,
1220,
362,
11,
657,
13,
15,
11,
532,
31166,
17034,
7,
17,
8,
1220,
362,
60,
4357,
198,
220,
220,
220,
10612,
198,
8,
198,
198,
26145,
62,
1676,
73,
796,
1869,
361,
10119,
13,
49,
26597,
1236,
666,
16775,
295,
42731,
1153,
7282,
437,
7,
26069,
62,
1891,
437,
28955,
198,
198,
31,
9288,
2617,
366,
4372,
733,
62,
5499,
1,
2221,
198,
220,
220,
220,
2488,
9288,
1869,
361,
10119,
13,
4372,
17125,
498,
62,
1891,
437,
3419,
24844,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1869,
361,
10119,
13557,
14421,
62,
4372,
17125,
498,
62,
1891,
437,
13,
1891,
437,
198,
220,
220,
220,
2488,
9288,
1869,
361,
10119,
13,
81,
49607,
62,
1891,
437,
3419,
24844,
1869,
361,
10119,
13557,
14421,
62,
81,
49607,
62,
1891,
437,
13,
1891,
437,
628,
220,
220,
220,
45218,
62,
26069,
796,
1869,
361,
10119,
13,
4372,
17125,
498,
62,
1891,
437,
3419,
198,
220,
220,
220,
1869,
361,
10119,
13,
4372,
17125,
498,
62,
1891,
437,
0,
7,
26145,
62,
261,
65,
62,
69,
9504,
62,
26069,
8,
198,
220,
220,
220,
2488,
9288,
1869,
361,
10119,
13,
4372,
17125,
498,
62,
1891,
437,
3419,
24844,
374,
65,
62,
261,
65,
62,
69,
9504,
62,
26069,
198,
220,
220,
220,
1869,
361,
10119,
13,
4372,
17125,
498,
62,
1891,
437,
0,
7,
22065,
62,
26069,
8,
628,
220,
220,
220,
45218,
62,
9744,
796,
1869,
361,
10119,
13,
81,
49607,
62,
1891,
437,
3419,
198,
220,
220,
220,
1869,
361,
10119,
13,
81,
49607,
62,
1891,
437,
0,
7,
26145,
62,
261,
65,
62,
69,
9504,
62,
26069,
8,
198,
220,
220,
220,
2488,
9288,
1869,
361,
10119,
13,
81,
49607,
62,
1891,
437,
3419,
24844,
374,
65,
62,
261,
65,
62,
69,
9504,
62,
26069,
198,
220,
220,
220,
1869,
361,
10119,
13,
81,
49607,
62,
1891,
437,
0,
7,
22065,
62,
9744,
8,
198,
437,
198,
198,
31,
9288,
2617,
366,
49,
26597,
1236,
666,
1180,
8231,
1,
2221,
198,
220,
220,
220,
264,
17,
796,
31798,
7,
17,
8,
198,
220,
220,
220,
279,
796,
685,
15,
13,
15,
11,
657,
13,
15,
11,
352,
13,
15,
60,
198,
220,
220,
220,
10662,
796,
685,
16,
13,
15,
11,
657,
13,
15,
11,
657,
13,
15,
60,
198,
220,
220,
220,
269,
16,
7,
83,
8,
796,
4903,
4147,
291,
7,
82,
17,
11,
10662,
11,
279,
11,
256,
8,
628,
220,
220,
220,
1395,
2100,
796,
25915,
31166,
17034,
7,
17,
8,
1220,
362,
11,
657,
13,
15,
11,
19862,
17034,
7,
17,
8,
1220,
362,
60,
198,
220,
220,
220,
2488,
9288,
318,
1324,
13907,
7,
82,
17,
11,
269,
16,
7,
46582,
1220,
604,
828,
22577,
7,
82,
17,
11,
269,
16,
11,
18074,
222,
1220,
604,
828,
1395,
2100,
8,
198,
220,
220,
220,
1395,
796,
2092,
7,
79,
8,
198,
220,
220,
220,
22577,
0,
7,
82,
17,
11,
269,
16,
11,
1395,
11,
18074,
222,
1220,
604,
8,
198,
220,
220,
220,
2488,
9288,
318,
1324,
13907,
7,
82,
17,
11,
269,
16,
7,
46582,
1220,
604,
828,
1395,
11,
1395,
2100,
8,
628,
220,
220,
220,
2488,
9288,
2617,
329,
30203,
287,
685,
26145,
62,
261,
65,
62,
16344,
4349,
11,
374,
65,
62,
261,
65,
62,
69,
16993,
62,
26069,
11,
374,
65,
62,
261,
65,
62,
69,
9504,
62,
26069,
60,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
318,
1324,
13907,
7,
82,
17,
11,
269,
16,
7,
46582,
1220,
604,
828,
22577,
7,
82,
17,
11,
269,
16,
11,
18074,
222,
1220,
604,
11,
30203,
828,
1395,
2100,
8,
198,
220,
220,
220,
220,
220,
220,
220,
1395,
796,
2092,
7,
79,
8,
198,
220,
220,
220,
220,
220,
220,
220,
22577,
0,
7,
82,
17,
11,
269,
16,
11,
1395,
11,
18074,
222,
1220,
604,
11,
30203,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
318,
1324,
13907,
7,
82,
17,
11,
269,
16,
7,
46582,
1220,
604,
828,
1395,
11,
1395,
2100,
8,
198,
220,
220,
220,
886,
198,
437,
198,
198,
31,
9288,
2617,
366,
49,
26597,
1236,
666,
3915,
2334,
1,
2221,
198,
220,
220,
220,
264,
17,
796,
31798,
7,
17,
8,
198,
220,
220,
220,
277,
16,
7,
79,
8,
796,
279,
58,
16,
60,
628,
220,
220,
220,
10662,
796,
685,
31166,
17034,
7,
17,
8,
1220,
362,
11,
657,
11,
19862,
17034,
7,
17,
8,
1220,
362,
60,
198,
220,
220,
220,
2488,
9288,
318,
1324,
13907,
7,
82,
17,
11,
10662,
11,
31312,
7,
82,
17,
11,
277,
16,
11,
10662,
828,
685,
15,
13,
20,
11,
657,
13,
15,
11,
532,
15,
13,
20,
12962,
198,
220,
220,
220,
329,
30203,
287,
685,
26145,
62,
261,
65,
62,
12286,
11,
374,
65,
62,
1676,
73,
60,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
318,
1324,
13907,
7,
82,
17,
11,
10662,
11,
31312,
7,
82,
17,
11,
277,
16,
11,
10662,
11,
30203,
828,
685,
15,
13,
20,
11,
657,
13,
15,
11,
532,
15,
13,
20,
12962,
198,
220,
220,
220,
886,
198,
220,
220,
220,
1395,
796,
2092,
7,
80,
8,
198,
220,
220,
220,
31312,
0,
7,
82,
17,
11,
277,
16,
11,
1395,
11,
10662,
8,
198,
220,
220,
220,
2488,
9288,
318,
1324,
13907,
7,
82,
17,
11,
10662,
11,
1395,
11,
685,
15,
13,
20,
11,
657,
13,
15,
11,
532,
15,
13,
20,
12962,
198,
220,
220,
220,
329,
30203,
287,
685,
26145,
62,
261,
65,
62,
12286,
11,
374,
65,
62,
1676,
73,
60,
198,
220,
220,
220,
220,
220,
220,
220,
31312,
0,
7,
82,
17,
11,
277,
16,
11,
1395,
11,
10662,
11,
30203,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
318,
1324,
13907,
7,
82,
17,
11,
10662,
11,
1395,
11,
685,
15,
13,
20,
11,
657,
13,
15,
11,
532,
15,
13,
20,
12962,
198,
220,
220,
220,
886,
198,
437,
198
] | 2.035512 | 3,182 |
import Celeste.ArgumentParse
@testset "argument parse" begin
@testset "positional argument" begin
parser = ArgumentParse.ArgumentParser(propagate_errors=true)
ArgumentParse.add_argument(parser, "my_arg")
@test_throws ArgumentParse.ArgumentParsingError ArgumentParse.parse_args(parser, String[])
parsed_args = ArgumentParse.parse_args(parser, ["hello"])
@test parsed_args["my_arg"] == "hello"
@test_throws ArgumentParse.ArgumentParsingError ArgumentParse.parse_args(parser, ["foo", "bar"])
end
@testset "positional argument type conversion" begin
parser = ArgumentParse.ArgumentParser(propagate_errors=true)
ArgumentParse.add_argument(parser, "my_arg", arg_type=Int)
parsed_args = ArgumentParse.parse_args(parser, ["123"])
@test parsed_args["my_arg"] == 123
end
@testset "keyword argument" begin
parser = ArgumentParse.ArgumentParser(propagate_errors=true)
ArgumentParse.add_argument(parser, "--my-arg")
parsed_args = ArgumentParse.parse_args(parser, String[])
@test !haskey(parsed_args, "my-arg")
parsed_args = ArgumentParse.parse_args(parser, ["--my-arg", "hello"])
@test parsed_args["my-arg"] == "hello"
end
@testset "keyword argument type conversion" begin
parser = ArgumentParse.ArgumentParser(propagate_errors=true)
ArgumentParse.add_argument(parser, "--my-arg", arg_type=Int)
parsed_args = ArgumentParse.parse_args(parser, ["--my-arg", "123"])
@test parsed_args["my-arg"] == 123
end
@testset "required keyword argument fails when missing" begin
parser = ArgumentParse.ArgumentParser(propagate_errors=true)
ArgumentParse.add_argument(parser, "--my-arg", required=true)
@test_throws ArgumentParse.ArgumentParsingError ArgumentParse.parse_args(parser, String[])
end
@testset "keyword argument default value when missing" begin
parser = ArgumentParse.ArgumentParser(propagate_errors=true)
ArgumentParse.add_argument(parser, "--my-arg", default="hi there")
parsed_args = ArgumentParse.parse_args(parser, String[])
@test parsed_args["my-arg"] == "hi there"
end
@testset "keyword argument :store_true" begin
parser = ArgumentParse.ArgumentParser(propagate_errors=true)
ArgumentParse.add_argument(parser, "--my-arg", action=:store_true)
parsed_args = ArgumentParse.parse_args(parser, String[])
@test parsed_args["my-arg"] == false
parsed_args = ArgumentParse.parse_args(parser, String["--my-arg"])
@test parsed_args["my-arg"] == true
end
@testset "help message" begin
parser = ArgumentParse.ArgumentParser(program_name="test.jl", propagate_errors=true)
ArgumentParse.add_argument(parser, "--my-keyword", default="hello")
ArgumentParse.add_argument(parser, "my_arg")
help_message = nothing
try
ArgumentParse.parse_args(parser, ["--help"])
@test false
catch exc
if !isa(exc, ArgumentParse.ShowHelp)
rethrow()
end
help_message = exc.message
end
@test help_message == "Usage: test.jl [--my-keyword my-keyword] my_arg"
end
end
| [
11748,
15248,
29872,
13,
28100,
1713,
10044,
325,
198,
198,
31,
9288,
2617,
366,
49140,
21136,
1,
2221,
198,
198,
31,
9288,
2617,
366,
1930,
1859,
4578,
1,
2221,
198,
220,
220,
220,
30751,
796,
45751,
10044,
325,
13,
28100,
1713,
46677,
7,
22930,
37861,
62,
48277,
28,
7942,
8,
198,
220,
220,
220,
45751,
10044,
325,
13,
2860,
62,
49140,
7,
48610,
11,
366,
1820,
62,
853,
4943,
628,
220,
220,
220,
2488,
9288,
62,
400,
8516,
45751,
10044,
325,
13,
28100,
1713,
47,
945,
278,
12331,
45751,
10044,
325,
13,
29572,
62,
22046,
7,
48610,
11,
10903,
58,
12962,
628,
220,
220,
220,
44267,
62,
22046,
796,
45751,
10044,
325,
13,
29572,
62,
22046,
7,
48610,
11,
14631,
31373,
8973,
8,
198,
220,
220,
220,
2488,
9288,
44267,
62,
22046,
14692,
1820,
62,
853,
8973,
6624,
366,
31373,
1,
628,
220,
220,
220,
2488,
9288,
62,
400,
8516,
45751,
10044,
325,
13,
28100,
1713,
47,
945,
278,
12331,
45751,
10044,
325,
13,
29572,
62,
22046,
7,
48610,
11,
14631,
21943,
1600,
366,
5657,
8973,
8,
198,
437,
198,
198,
31,
9288,
2617,
366,
1930,
1859,
4578,
2099,
11315,
1,
2221,
198,
220,
220,
220,
30751,
796,
45751,
10044,
325,
13,
28100,
1713,
46677,
7,
22930,
37861,
62,
48277,
28,
7942,
8,
198,
220,
220,
220,
45751,
10044,
325,
13,
2860,
62,
49140,
7,
48610,
11,
366,
1820,
62,
853,
1600,
1822,
62,
4906,
28,
5317,
8,
198,
220,
220,
220,
44267,
62,
22046,
796,
45751,
10044,
325,
13,
29572,
62,
22046,
7,
48610,
11,
14631,
10163,
8973,
8,
198,
220,
220,
220,
2488,
9288,
44267,
62,
22046,
14692,
1820,
62,
853,
8973,
6624,
17031,
198,
437,
198,
198,
31,
9288,
2617,
366,
2539,
4775,
4578,
1,
2221,
198,
220,
220,
220,
30751,
796,
45751,
10044,
325,
13,
28100,
1713,
46677,
7,
22930,
37861,
62,
48277,
28,
7942,
8,
198,
220,
220,
220,
45751,
10044,
325,
13,
2860,
62,
49140,
7,
48610,
11,
366,
438,
1820,
12,
853,
4943,
628,
220,
220,
220,
44267,
62,
22046,
796,
45751,
10044,
325,
13,
29572,
62,
22046,
7,
48610,
11,
10903,
58,
12962,
198,
220,
220,
220,
2488,
9288,
5145,
10134,
2539,
7,
79,
945,
276,
62,
22046,
11,
366,
1820,
12,
853,
4943,
628,
220,
220,
220,
44267,
62,
22046,
796,
45751,
10044,
325,
13,
29572,
62,
22046,
7,
48610,
11,
14631,
438,
1820,
12,
853,
1600,
366,
31373,
8973,
8,
198,
220,
220,
220,
2488,
9288,
44267,
62,
22046,
14692,
1820,
12,
853,
8973,
6624,
366,
31373,
1,
198,
437,
198,
198,
31,
9288,
2617,
366,
2539,
4775,
4578,
2099,
11315,
1,
2221,
198,
220,
220,
220,
30751,
796,
45751,
10044,
325,
13,
28100,
1713,
46677,
7,
22930,
37861,
62,
48277,
28,
7942,
8,
198,
220,
220,
220,
45751,
10044,
325,
13,
2860,
62,
49140,
7,
48610,
11,
366,
438,
1820,
12,
853,
1600,
1822,
62,
4906,
28,
5317,
8,
628,
220,
220,
220,
44267,
62,
22046,
796,
45751,
10044,
325,
13,
29572,
62,
22046,
7,
48610,
11,
14631,
438,
1820,
12,
853,
1600,
366,
10163,
8973,
8,
198,
220,
220,
220,
2488,
9288,
44267,
62,
22046,
14692,
1820,
12,
853,
8973,
6624,
17031,
198,
437,
198,
198,
31,
9288,
2617,
366,
35827,
21179,
4578,
10143,
618,
4814,
1,
2221,
198,
220,
220,
220,
30751,
796,
45751,
10044,
325,
13,
28100,
1713,
46677,
7,
22930,
37861,
62,
48277,
28,
7942,
8,
198,
220,
220,
220,
45751,
10044,
325,
13,
2860,
62,
49140,
7,
48610,
11,
366,
438,
1820,
12,
853,
1600,
2672,
28,
7942,
8,
198,
220,
220,
220,
2488,
9288,
62,
400,
8516,
45751,
10044,
325,
13,
28100,
1713,
47,
945,
278,
12331,
45751,
10044,
325,
13,
29572,
62,
22046,
7,
48610,
11,
10903,
58,
12962,
198,
437,
198,
198,
31,
9288,
2617,
366,
2539,
4775,
4578,
4277,
1988,
618,
4814,
1,
2221,
198,
220,
220,
220,
30751,
796,
45751,
10044,
325,
13,
28100,
1713,
46677,
7,
22930,
37861,
62,
48277,
28,
7942,
8,
198,
220,
220,
220,
45751,
10044,
325,
13,
2860,
62,
49140,
7,
48610,
11,
366,
438,
1820,
12,
853,
1600,
4277,
2625,
5303,
612,
4943,
198,
220,
220,
220,
44267,
62,
22046,
796,
45751,
10044,
325,
13,
29572,
62,
22046,
7,
48610,
11,
10903,
58,
12962,
198,
220,
220,
220,
2488,
9288,
44267,
62,
22046,
14692,
1820,
12,
853,
8973,
6624,
366,
5303,
612,
1,
198,
437,
198,
198,
31,
9288,
2617,
366,
2539,
4775,
4578,
1058,
8095,
62,
7942,
1,
2221,
198,
220,
220,
220,
30751,
796,
45751,
10044,
325,
13,
28100,
1713,
46677,
7,
22930,
37861,
62,
48277,
28,
7942,
8,
198,
220,
220,
220,
45751,
10044,
325,
13,
2860,
62,
49140,
7,
48610,
11,
366,
438,
1820,
12,
853,
1600,
2223,
28,
25,
8095,
62,
7942,
8,
628,
220,
220,
220,
44267,
62,
22046,
796,
45751,
10044,
325,
13,
29572,
62,
22046,
7,
48610,
11,
10903,
58,
12962,
198,
220,
220,
220,
2488,
9288,
44267,
62,
22046,
14692,
1820,
12,
853,
8973,
6624,
3991,
628,
220,
220,
220,
44267,
62,
22046,
796,
45751,
10044,
325,
13,
29572,
62,
22046,
7,
48610,
11,
10903,
14692,
438,
1820,
12,
853,
8973,
8,
198,
220,
220,
220,
2488,
9288,
44267,
62,
22046,
14692,
1820,
12,
853,
8973,
6624,
2081,
198,
437,
198,
198,
31,
9288,
2617,
366,
16794,
3275,
1,
2221,
198,
220,
220,
220,
30751,
796,
45751,
10044,
325,
13,
28100,
1713,
46677,
7,
23065,
62,
3672,
2625,
9288,
13,
20362,
1600,
47933,
62,
48277,
28,
7942,
8,
198,
220,
220,
220,
45751,
10044,
325,
13,
2860,
62,
49140,
7,
48610,
11,
366,
438,
1820,
12,
2539,
4775,
1600,
4277,
2625,
31373,
4943,
198,
220,
220,
220,
45751,
10044,
325,
13,
2860,
62,
49140,
7,
48610,
11,
366,
1820,
62,
853,
4943,
198,
220,
220,
220,
1037,
62,
20500,
796,
2147,
198,
220,
220,
220,
1949,
198,
220,
220,
220,
220,
220,
220,
220,
45751,
10044,
325,
13,
29572,
62,
22046,
7,
48610,
11,
14631,
438,
16794,
8973,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
3991,
198,
220,
220,
220,
4929,
2859,
198,
220,
220,
220,
220,
220,
220,
220,
611,
5145,
9160,
7,
41194,
11,
45751,
10044,
325,
13,
15307,
22087,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
302,
16939,
3419,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
1037,
62,
20500,
796,
2859,
13,
20500,
198,
220,
220,
220,
886,
198,
220,
220,
220,
2488,
9288,
1037,
62,
20500,
6624,
366,
28350,
25,
1332,
13,
20362,
685,
438,
1820,
12,
2539,
4775,
616,
12,
2539,
4775,
60,
616,
62,
853,
1,
198,
437,
198,
198,
437,
198
] | 2.766304 | 1,104 |
using DataDrivenDiffEq
using OrdinaryDiffEq
using Plots
gr()
# Define measurements from unstable system with known control input
X = [4 2 1 0.5 0.25; 7 0.7 0.07 0.007 0.0007]
U = [-4 -2 -1 -0.5]
B = Float32[1; 0]
# See fail with unknown input
sys = DMDc(X, U)
# But with a little more knowledge
sys = DMDc(X, U, B = B)
# Extract the DMD from inside DMDc
get_dynamics(sys)
# Acess all the other stuff
eigen(sys)
eigvals(sys)
eigvecs(sys)
isstable(sys)
# Get unforced dynamics
dudt_ = dynamics(sys)
prob = DiscreteProblem(dudt_, X[:, 1], (0., 10.))
sol_unforced = solve(prob, FunctionMap())
plot(sol_unforced)
sol_unforced[:,:]
# Create a system with cos control input to stabilize
dudt_ = dynamics(sys, control = (u, p, t) -> -0.5u[1])
prob = DiscreteProblem(dudt_, X[:, 1], (0., 10.))
sol = solve(prob, FunctionMap())
plot!(sol)
| [
3500,
6060,
20564,
574,
28813,
36,
80,
198,
3500,
14230,
3219,
28813,
36,
80,
198,
3500,
1345,
1747,
198,
2164,
3419,
198,
198,
2,
2896,
500,
13871,
422,
21354,
1080,
351,
1900,
1630,
5128,
198,
55,
796,
685,
19,
362,
352,
657,
13,
20,
657,
13,
1495,
26,
767,
657,
13,
22,
657,
13,
2998,
657,
13,
25816,
657,
13,
830,
22,
60,
198,
52,
796,
25915,
19,
532,
17,
532,
16,
532,
15,
13,
20,
60,
198,
33,
796,
48436,
2624,
58,
16,
26,
657,
60,
198,
198,
2,
4091,
2038,
351,
6439,
5128,
198,
17597,
796,
360,
12740,
66,
7,
55,
11,
471,
8,
198,
2,
887,
351,
257,
1310,
517,
3725,
198,
17597,
796,
360,
12740,
66,
7,
55,
11,
471,
11,
347,
796,
347,
8,
198,
198,
2,
29677,
262,
360,
12740,
422,
2641,
360,
12740,
66,
198,
1136,
62,
67,
4989,
873,
7,
17597,
8,
198,
2,
317,
919,
477,
262,
584,
3404,
198,
68,
9324,
7,
17597,
8,
198,
68,
328,
12786,
7,
17597,
8,
198,
68,
328,
303,
6359,
7,
17597,
8,
198,
271,
31284,
7,
17597,
8,
198,
2,
3497,
555,
12072,
17262,
198,
67,
463,
83,
62,
796,
17262,
7,
17597,
8,
198,
1676,
65,
796,
8444,
8374,
40781,
7,
67,
463,
83,
62,
11,
1395,
58,
45299,
352,
4357,
357,
15,
1539,
838,
2014,
8,
198,
34453,
62,
403,
12072,
796,
8494,
7,
1676,
65,
11,
220,
15553,
13912,
28955,
198,
29487,
7,
34453,
62,
403,
12072,
8,
198,
34453,
62,
403,
12072,
58,
45299,
47715,
198,
2,
13610,
257,
1080,
351,
8615,
1630,
5128,
284,
32411,
198,
67,
463,
83,
62,
796,
17262,
7,
17597,
11,
1630,
796,
357,
84,
11,
279,
11,
256,
8,
4613,
532,
15,
13,
20,
84,
58,
16,
12962,
198,
1676,
65,
796,
8444,
8374,
40781,
7,
67,
463,
83,
62,
11,
1395,
58,
45299,
352,
4357,
357,
15,
1539,
838,
2014,
8,
198,
34453,
796,
8494,
7,
1676,
65,
11,
15553,
13912,
28955,
198,
198,
29487,
0,
7,
34453,
8,
198
] | 2.467456 | 338 |
<gh_stars>1-10
println("CHEM 324 Tutorials") | [
27,
456,
62,
30783,
29,
16,
12,
940,
198,
35235,
7203,
3398,
3620,
38595,
36361,
82,
4943
] | 2.588235 | 17 |
<reponame>hnlee77/ApproximateDPs.jl
using ApproximateDPs
const ADP = ApproximateDPs
using FlightSims
const FS = FlightSims
using Transducers
using Plots
using Random, LinearAlgebra, ComponentArrays
using DynamicPolynomials, UnPack
using DifferentialEquations, DataFrames
using NumericalIntegration: integrate
function initialise()
# setting
A, B = [-10 1; -0.002 -2], [0; 2]
Q, R = I, I
env = LinearSystem(A, B)
__t = 0.0
irl = CTLinearValueIterationIRL(Q, R)
env, irl
end
function train!(env, irl; Δt=0.01, tf=3.0, w_tol=1e-3)
@unpack A, B = env
args_linearsystem = (A, B)
linearsystem, integ = FSimZoo.LinearSystem_SingleIntegrator(args_linearsystem) # integrated system with scalar integrator ∫r
x0 = State(linearsystem, integ)([0.4, 4.0])
irl.V̂.param = zeros(size(irl.V̂.param)) # zero initialisation
û = ADP.ApproximateOptimalInput(irl, B)
_û = (X, p, t) -> û(X.x, p, t) # for integrated system
cb_train = ADP.update_params_callback(irl, w_tol)
cb = CallbackSet(cb_train)
running_cost = ADP.RunningCost(irl)
prob, df = sim(
x0,
apply_inputs(Dynamics!(linearsystem, integ, running_cost); u=_û);
tf=tf,
callback=cb,
savestep=Δt
)
ts = df.time
xs = df.sol |> Map(datum -> datum.linearsystem.state) |> collect
plot(ts, hcat(xs...)')
# ∫rs = df.sol |> Map(datum -> datum.integ.integral) |> collect
# plot(hcat(∫rs...)')
end
function main(; seed=1)
Random.seed!(seed)
env, irl = initialise()
train!(env, irl; w_tol = 1e-3)
end
| [
27,
7856,
261,
480,
29,
21116,
7197,
3324,
14,
4677,
13907,
1920,
6322,
82,
13,
20362,
198,
3500,
2034,
13907,
1920,
6322,
82,
198,
9979,
5984,
47,
796,
2034,
13907,
1920,
6322,
82,
198,
3500,
13365,
8890,
82,
198,
9979,
23324,
796,
13365,
8890,
82,
198,
3500,
3602,
41213,
198,
3500,
1345,
1747,
198,
3500,
14534,
11,
44800,
2348,
29230,
11,
35100,
3163,
20477,
198,
3500,
26977,
34220,
26601,
8231,
11,
791,
11869,
198,
3500,
20615,
498,
23588,
602,
11,
6060,
35439,
198,
3500,
399,
6975,
605,
34500,
1358,
25,
19386,
628,
198,
8818,
4238,
786,
3419,
198,
220,
220,
220,
1303,
4634,
198,
220,
220,
220,
317,
11,
347,
796,
25915,
940,
352,
26,
532,
15,
13,
21601,
532,
17,
4357,
685,
15,
26,
362,
60,
198,
220,
220,
220,
1195,
11,
371,
796,
314,
11,
314,
198,
220,
220,
220,
17365,
796,
44800,
11964,
7,
32,
11,
347,
8,
198,
220,
220,
220,
11593,
83,
796,
657,
13,
15,
198,
220,
220,
220,
220,
1901,
796,
327,
14990,
259,
451,
11395,
29993,
341,
4663,
43,
7,
48,
11,
371,
8,
198,
220,
220,
220,
17365,
11,
220,
1901,
198,
437,
198,
198,
8818,
4512,
0,
7,
24330,
11,
220,
1901,
26,
37455,
83,
28,
15,
13,
486,
11,
48700,
28,
18,
13,
15,
11,
266,
62,
83,
349,
28,
16,
68,
12,
18,
8,
198,
220,
220,
220,
2488,
403,
8002,
317,
11,
347,
796,
17365,
198,
220,
220,
220,
26498,
62,
29127,
10057,
796,
357,
32,
11,
347,
8,
198,
220,
220,
220,
14174,
10057,
11,
4132,
796,
376,
8890,
57,
2238,
13,
14993,
451,
11964,
62,
28008,
34500,
12392,
7,
22046,
62,
29127,
10057,
8,
220,
1303,
11521,
1080,
351,
16578,
283,
4132,
12392,
18872,
104,
81,
198,
220,
220,
220,
2124,
15,
796,
1812,
7,
29127,
10057,
11,
4132,
5769,
58,
15,
13,
19,
11,
604,
13,
15,
12962,
198,
220,
220,
220,
220,
1901,
13,
53,
136,
224,
13,
17143,
796,
1976,
27498,
7,
7857,
7,
1901,
13,
53,
136,
224,
13,
17143,
4008,
220,
1303,
6632,
4238,
5612,
198,
220,
220,
220,
334,
136,
224,
796,
5984,
47,
13,
4677,
13907,
1920,
27871,
4402,
20560,
7,
1901,
11,
347,
8,
198,
220,
220,
220,
4808,
84,
136,
224,
796,
357,
55,
11,
279,
11,
256,
8,
4613,
334,
136,
224,
7,
55,
13,
87,
11,
279,
11,
256,
8,
220,
1303,
329,
11521,
1080,
628,
220,
220,
220,
269,
65,
62,
27432,
796,
5984,
47,
13,
19119,
62,
37266,
62,
47423,
7,
1901,
11,
266,
62,
83,
349,
8,
198,
220,
220,
220,
269,
65,
796,
4889,
1891,
7248,
7,
21101,
62,
27432,
8,
198,
220,
220,
220,
2491,
62,
15805,
796,
5984,
47,
13,
28768,
13729,
7,
1901,
8,
198,
220,
220,
220,
1861,
11,
47764,
796,
985,
7,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2124,
15,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
4174,
62,
15414,
82,
7,
35,
4989,
873,
0,
7,
29127,
10057,
11,
4132,
11,
2491,
62,
15805,
1776,
334,
28,
62,
84,
136,
224,
1776,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
48700,
28,
27110,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
23838,
28,
21101,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
473,
4223,
538,
28,
138,
242,
83,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1267,
198,
220,
220,
220,
40379,
796,
47764,
13,
2435,
198,
220,
220,
220,
2124,
82,
796,
47764,
13,
34453,
930,
29,
9347,
7,
19608,
388,
4613,
4818,
388,
13,
29127,
10057,
13,
5219,
8,
930,
29,
2824,
198,
220,
220,
220,
7110,
7,
912,
11,
289,
9246,
7,
34223,
23029,
11537,
198,
220,
220,
220,
1303,
18872,
104,
3808,
796,
47764,
13,
34453,
930,
29,
9347,
7,
19608,
388,
4613,
4818,
388,
13,
18908,
13,
18908,
1373,
8,
930,
29,
2824,
198,
220,
220,
220,
1303,
7110,
7,
71,
9246,
7,
24861,
104,
3808,
23029,
11537,
198,
437,
198,
198,
8818,
1388,
7,
26,
9403,
28,
16,
8,
198,
220,
220,
220,
14534,
13,
28826,
0,
7,
28826,
8,
198,
220,
220,
220,
17365,
11,
220,
1901,
796,
4238,
786,
3419,
198,
220,
220,
220,
4512,
0,
7,
24330,
11,
220,
1901,
26,
266,
62,
83,
349,
796,
352,
68,
12,
18,
8,
198,
437,
198
] | 2.120359 | 781 |
"""
rna(R::AbstractRecurrenceMatrix)
rna(args...; kwargs...)
Calculate a set of Recurrence Network parameters.
The input `R` can be a symmetric recurrence matrix that is
interpreted as the adjacency matrix of an undirected complex network,
such that linked vertices are neighboring points in the phase space.
Alternatively, the inputs can be a graph object or any
valid inputs to the `SimpleGraph` constructor of the
[LightGraphs](https://github.com/JuliaGraphs/LightGraphs.jl) package.
## Return
The returned value is a dictionary that contains the following entries,
with the corresponding global network properties[1, 2]:
* `:density`: edge density, approximately equivalent to the global recurrence rate in the phase space.
* `:transitivity`: network transitivity, which describes the
global clustering of points following Barrat's and Weigt's formulation [3].
* `:averagepath`: mean value of the shortest path lengths taken over
all pairs of connected vertices, related to the average separation
between points in the phase.
* `:diameter`: maximum value of the shortest path lengths between
pairs of connected vertices, related to the phase space diameter.
## References
[1]: <NAME> *et al.* "Recurrence networks — a novel paradigm for nonlinear time series analysis",
*New Journal of Physics* 12, 033025 (2010)
[DOI:10.1088/1367-2630/12/3/033025](https://doi.org/10.1088/1367-2630/12/3/033025)
[2]: <NAME> *et al.*, The geometry of chaotic dynamics — a complex network perspective,
*Eur. Phys. J.* B 84, 653–672 (2011)
[DOI:10.1140/epjb/e2011-10899-1](https://doi.org/10.1140/epjb/e2011-10899-1)
[3]: <NAME> & <NAME>, "On the properties of small-world network models",
*The European Physical Journal B* 13, 547–560 (2000)
[DOI:10.1007/s100510050067](https://doi.org/10.1007/s100510050067)
"""
function rna(args...; kwargs...)
graph = SimpleGraph(args...; kwargs...)
return Dict{Symbol, Float64}(
:density => density(graph),
:transitivity => global_clustering_coefficient(graph),
:averagepath => averagepath(graph),
:diameter => diameter(graph)
)
end
"""
averagepath(graph)
Calculates average minimum path length for a SimpleGraph.
Uses Donner, 2010, Eq. 26 on pg. 18.
"""
function averagepath(graph::SimpleGraph)
num_verts = nv(graph)
dist_mat = floyd_warshall_shortest_paths(graph).dists
@. dist_mat[dist_mat == typemax(dist_mat)] = 0.
return sum(dist_mat) / (num_verts * (num_verts - 1))
end
| [
37811,
198,
220,
220,
220,
374,
2616,
7,
49,
3712,
23839,
6690,
33928,
46912,
8,
198,
220,
220,
220,
374,
2616,
7,
22046,
986,
26,
479,
86,
22046,
23029,
198,
198,
9771,
3129,
378,
257,
900,
286,
3311,
33928,
7311,
10007,
13,
198,
464,
5128,
4600,
49,
63,
460,
307,
257,
23606,
19482,
664,
33928,
17593,
326,
318,
198,
27381,
276,
355,
262,
9224,
330,
1387,
17593,
286,
281,
3318,
1060,
276,
3716,
3127,
11,
198,
10508,
326,
6692,
9421,
1063,
389,
19651,
2173,
287,
262,
7108,
2272,
13,
198,
198,
44163,
11,
262,
17311,
460,
307,
257,
4823,
2134,
393,
597,
220,
198,
12102,
17311,
284,
262,
4600,
26437,
37065,
63,
23772,
286,
262,
198,
58,
15047,
37065,
82,
16151,
5450,
1378,
12567,
13,
785,
14,
16980,
544,
37065,
82,
14,
15047,
37065,
82,
13,
20362,
8,
5301,
13,
198,
198,
2235,
8229,
198,
198,
464,
4504,
1988,
318,
257,
22155,
326,
4909,
262,
1708,
12784,
11,
198,
4480,
262,
11188,
3298,
3127,
6608,
58,
16,
11,
362,
5974,
198,
9,
4600,
25,
43337,
63,
25,
5743,
12109,
11,
6702,
7548,
284,
262,
3298,
664,
33928,
2494,
287,
262,
7108,
2272,
13,
198,
9,
4600,
25,
7645,
11365,
63,
25,
3127,
11168,
3458,
11,
543,
8477,
262,
198,
20541,
32966,
1586,
286,
2173,
1708,
2409,
10366,
338,
290,
775,
328,
83,
338,
31760,
685,
18,
4083,
198,
9,
4600,
25,
23913,
6978,
63,
25,
1612,
1988,
286,
262,
35581,
3108,
20428,
2077,
625,
198,
439,
14729,
286,
5884,
9421,
1063,
11,
3519,
284,
262,
2811,
14139,
198,
23395,
2173,
287,
262,
7108,
13,
198,
9,
4600,
25,
67,
13173,
63,
25,
5415,
1988,
286,
262,
35581,
3108,
20428,
1022,
198,
79,
3468,
286,
5884,
9421,
1063,
11,
3519,
284,
262,
7108,
2272,
14753,
13,
198,
198,
2235,
31458,
198,
198,
58,
16,
5974,
1279,
20608,
29,
1635,
316,
435,
15885,
366,
6690,
33928,
7686,
851,
257,
5337,
23457,
329,
1729,
29127,
640,
2168,
3781,
1600,
198,
9,
3791,
4913,
286,
23123,
9,
1105,
11,
7643,
1270,
1495,
357,
10333,
8,
198,
58,
18227,
40,
25,
940,
13,
940,
3459,
14,
1485,
3134,
12,
2075,
1270,
14,
1065,
14,
18,
14,
3070,
1270,
1495,
16151,
5450,
1378,
34023,
13,
2398,
14,
940,
13,
940,
3459,
14,
1485,
3134,
12,
2075,
1270,
14,
1065,
14,
18,
14,
3070,
1270,
1495,
8,
198,
198,
58,
17,
5974,
1279,
20608,
29,
1635,
316,
435,
15885,
11,
383,
22939,
286,
23458,
17262,
851,
257,
3716,
3127,
6650,
11,
198,
9,
36,
333,
13,
8687,
13,
449,
15885,
347,
9508,
11,
718,
4310,
1906,
43864,
357,
9804,
8,
198,
58,
18227,
40,
25,
940,
13,
1157,
1821,
14,
538,
73,
65,
14,
68,
9804,
12,
15711,
2079,
12,
16,
16151,
5450,
1378,
34023,
13,
2398,
14,
940,
13,
1157,
1821,
14,
538,
73,
65,
14,
68,
9804,
12,
15711,
2079,
12,
16,
8,
198,
198,
58,
18,
5974,
1279,
20608,
29,
1222,
1279,
20608,
22330,
366,
2202,
262,
6608,
286,
1402,
12,
6894,
3127,
4981,
1600,
198,
9,
464,
3427,
16331,
4913,
347,
9,
1511,
11,
642,
2857,
1906,
34135,
357,
11024,
8,
198,
58,
18227,
40,
25,
940,
13,
44318,
14,
82,
3064,
20,
3064,
4059,
3134,
16151,
5450,
1378,
34023,
13,
2398,
14,
940,
13,
44318,
14,
82,
3064,
20,
3064,
4059,
3134,
8,
198,
37811,
198,
8818,
374,
2616,
7,
22046,
986,
26,
479,
86,
22046,
23029,
198,
220,
220,
220,
4823,
796,
17427,
37065,
7,
22046,
986,
26,
479,
86,
22046,
23029,
198,
220,
220,
220,
1441,
360,
713,
90,
13940,
23650,
11,
48436,
2414,
92,
7,
198,
220,
220,
220,
220,
220,
220,
220,
1058,
43337,
5218,
12109,
7,
34960,
828,
198,
220,
220,
220,
220,
220,
220,
220,
1058,
7645,
11365,
5218,
3298,
62,
565,
436,
1586,
62,
1073,
16814,
7,
34960,
828,
198,
220,
220,
220,
220,
220,
220,
220,
1058,
23913,
6978,
5218,
2811,
6978,
7,
34960,
828,
198,
220,
220,
220,
220,
220,
220,
220,
1058,
67,
13173,
5218,
14753,
7,
34960,
8,
198,
220,
220,
220,
1267,
198,
437,
198,
198,
37811,
198,
220,
220,
220,
2811,
6978,
7,
34960,
8,
198,
198,
9771,
3129,
689,
2811,
5288,
3108,
4129,
329,
257,
17427,
37065,
13,
198,
5842,
274,
2094,
1008,
11,
3050,
11,
412,
80,
13,
2608,
319,
23241,
13,
1248,
13,
198,
37811,
198,
8818,
2811,
6978,
7,
34960,
3712,
26437,
37065,
8,
198,
220,
220,
220,
997,
62,
24040,
796,
299,
85,
7,
34960,
8,
628,
220,
220,
220,
1233,
62,
6759,
796,
781,
12192,
62,
86,
5406,
439,
62,
19509,
395,
62,
6978,
82,
7,
34960,
737,
67,
1023,
198,
220,
220,
220,
2488,
13,
1233,
62,
6759,
58,
17080,
62,
6759,
6624,
2170,
368,
897,
7,
17080,
62,
6759,
15437,
796,
657,
13,
628,
220,
220,
220,
1441,
2160,
7,
17080,
62,
6759,
8,
1220,
357,
22510,
62,
24040,
1635,
357,
22510,
62,
24040,
532,
352,
4008,
198,
437,
198
] | 3.034188 | 819 |
# This file is auto-generated by AWSMetadata.jl
using AWS
using AWS.AWSServices: workmailmessageflow
using AWS.Compat
using AWS.UUIDs
"""
GetRawMessageContent()
Retrieves the raw content of an in-transit email message, in MIME format.
# Required Parameters
- `messageId`: The identifier of the email message to retrieve.
"""
get_raw_message_content(messageId; aws_config::AWSConfig=global_aws_config()) = workmailmessageflow("GET", "/messages/$(messageId)"; aws_config=aws_config)
get_raw_message_content(messageId, args::AbstractDict{String, <:Any}; aws_config::AWSConfig=global_aws_config()) = workmailmessageflow("GET", "/messages/$(messageId)", args; aws_config=aws_config)
| [
2,
770,
2393,
318,
8295,
12,
27568,
416,
30865,
9171,
14706,
13,
20362,
198,
3500,
30865,
198,
3500,
30865,
13,
12298,
5432,
712,
1063,
25,
670,
4529,
20500,
11125,
198,
198,
3500,
30865,
13,
40073,
198,
3500,
30865,
13,
52,
27586,
82,
198,
37811,
198,
220,
220,
220,
3497,
27369,
12837,
19746,
3419,
198,
198,
9781,
5034,
1158,
262,
8246,
2695,
286,
281,
287,
12,
7645,
270,
3053,
3275,
11,
287,
337,
12789,
5794,
13,
220,
198,
198,
2,
20906,
40117,
198,
12,
4600,
20500,
7390,
63,
25,
383,
27421,
286,
262,
3053,
3275,
284,
19818,
13,
198,
198,
37811,
198,
198,
1136,
62,
1831,
62,
20500,
62,
11299,
7,
20500,
7390,
26,
3253,
82,
62,
11250,
3712,
12298,
50,
16934,
28,
20541,
62,
8356,
62,
11250,
28955,
796,
670,
4529,
20500,
11125,
7203,
18851,
1600,
12813,
37348,
1095,
32624,
7,
20500,
7390,
8,
8172,
3253,
82,
62,
11250,
28,
8356,
62,
11250,
8,
198,
1136,
62,
1831,
62,
20500,
62,
11299,
7,
20500,
7390,
11,
26498,
3712,
23839,
35,
713,
90,
10100,
11,
1279,
25,
7149,
19629,
3253,
82,
62,
11250,
3712,
12298,
50,
16934,
28,
20541,
62,
8356,
62,
11250,
28955,
796,
670,
4529,
20500,
11125,
7203,
18851,
1600,
12813,
37348,
1095,
32624,
7,
20500,
7390,
42501,
26498,
26,
3253,
82,
62,
11250,
28,
8356,
62,
11250,
8,
198
] | 3.113122 | 221 |
using InformationInequalities
using Test
@testset "InformationInequalities.jl" begin
# Write your tests here.
end
| [
3500,
6188,
40,
710,
13255,
871,
198,
3500,
6208,
198,
198,
31,
9288,
2617,
366,
21918,
40,
710,
13255,
871,
13,
20362,
1,
2221,
198,
220,
220,
220,
1303,
19430,
534,
5254,
994,
13,
198,
437,
198
] | 3.216216 | 37 |
<reponame>IngiOrn/AQFED.jl
using AQFED, Test
import AQFED.PLN: EtoreGobetPLNPricer, LeFlochLehmanPLNPricer, priceEuropean
import AQFED.TermStructure: CapitalizedDividend, Dividend, futureValue
import AQFED.Basket: DeelstraBasketPricer, DeelstraLBBasketPricer
@testset "EtoreGobetSingle" begin
spot = 100.0
vol = 0.3
discountRate = 0.0
divAmount = 7.0
tte = 1.0
ttd = 0.9 * tte
ttp = tte
isCall = true
discountFactor = exp(-discountRate * ttp)
dividends = Vector{CapitalizedDividend}(undef, 1)
#amount::T exDate::Float64 payDate::Float64 isProportional::bool isKnown::bool
dividends[1] =
CapitalizedDividend(Dividend(divAmount, ttd, ttd, false, false), exp((tte - ttd) * discountRate))
println("S Model Price Error")
eg2 = EtoreGobetPLNPricer(2)
eg3 = EtoreGobetPLNPricer(3)
ll2 = LeFlochLehmanPLNPricer(2)
ll3 = LeFlochLehmanPLNPricer(3)
d = DeelstraBasketPricer(1, 3)
dlb = DeelstraLBBasketPricer(1, 3)
refHHL = [43.24845580, 9.07480013, 1.06252880, 0.10473887]
refEg2 = [43.24846889, 9.07479039, 1.06253441, 0.10474035]
refEg3 = [43.24845582, 9.07480026, 1.06252875, 0.10473885]
for (i, strike) in enumerate(LinRange(50.0, 200.0, 4))
price = priceEuropean(
eg2,
isCall,
strike,
spot * exp(tte * discountRate),
vol * vol * tte,
tte,
discountFactor,
dividends,
)
println(strike, " EG-2 ", price, " ", price - refHHL[i])
@test isapprox(refEg2[i], price, atol = 1e-8)
price = priceEuropean(
eg3,
isCall,
strike,
spot * exp(tte * discountRate),
vol * vol * tte,
tte,
discountFactor,
dividends,
)
println(strike, " EG-3 ", price, " ", price - refHHL[i])
@test isapprox(refEg3[i], price, atol = 1e-8)
price = priceEuropean(
ll2,
isCall,
strike,
spot * exp(tte * discountRate),
vol * vol * tte,
tte,
discountFactor,
dividends,
)
println(strike, " LL-2 ", price, " ", price - refHHL[i])
price = priceEuropean(
ll3,
isCall,
strike,
spot * exp(tte * discountRate),
vol * vol * tte,
tte,
discountFactor,
dividends,
)
println(strike, " LL-3 ", price, " ", price - refHHL[i])
price = AQFED.Basket.priceEuropean(
d,
isCall,
strike,
spot * exp(tte * discountRate),
vol * vol * tte,
tte,
discountFactor,
dividends,
)
println(strike, " Deelstra ", price, " ", price - refHHL[i])
price = AQFED.Basket.priceEuropean(
dlb,
isCall,
strike,
spot * exp(tte * discountRate),
vol * vol * tte,
tte,
discountFactor,
dividends,
)
println(strike, " Deelstra-LB ", price, " ", price - refHHL[i])
end
end
@testset "MultipleVellekoop" begin
spot = 100.0
σ = 0.25
discountRate = 0.06
tte = 7.0
isCall = true
ttd = 0.9
dividends = [CapitalizedDividend(Dividend(6.0, ttd, ttd, false, false), exp((tte - ttd) * discountRate)),
CapitalizedDividend(Dividend(6.5, ttd + 1, ttd + 1, false, false), exp((tte - ttd - 1) * discountRate)),
CapitalizedDividend(Dividend(7.0, ttd + 2, ttd + 2, false, false), exp((tte - ttd - 2) * discountRate)),
CapitalizedDividend(Dividend(7.5, ttd + 3, ttd + 3, false, false), exp((tte - ttd - 3) * discountRate)),
CapitalizedDividend(Dividend(8.0, ttd + 4, ttd + 4, false, false), exp((tte - ttd - 4) * discountRate)),
CapitalizedDividend(Dividend(8.0, ttd + 5, ttd + 5, false, false), exp((tte - ttd - 5) * discountRate)),
CapitalizedDividend(Dividend(8.0, ttd + 6, ttd + 6, false, false), exp((tte - ttd - 6) * discountRate))]
rawForward = spot * exp(discountRate * tte)
df = exp(-discountRate * tte)
ll3 = LeFlochLehmanPLNPricer(3)
d = DeelstraBasketPricer(3, 3)
dlb = DeelstraLBBasketPricer(3, 3)
refPrices = [
34.19664044,
30.49396147,
27.21393776,
24.31297892,
21.74885502,
19.48228598,
17.47762235,
15.70300783,
14.13025908,
12.73460326,
11.49435473,
]
f = spot * exp(discountRate * tte) - sum(futureValue(cd) for cd in dividends)
for (i, strike) in enumerate(LinRange(50.0, 150.0, 11))
refVol = Black.impliedVolatility(isCall, refPrices[i], f, strike, tte, df)
price = priceEuropean(ll3, isCall, strike, rawForward, σ^2 * tte, tte, df, dividends)
vol = Black.impliedVolatility(isCall, price, f, strike, tte, df)
println(strike, " LL-3 ", price, " ", price / refPrices[i] - 1, " ", vol - refVol)
price = AQFED.Basket.priceEuropean(d, isCall, strike, rawForward, σ^2 * tte, tte, df, dividends)
vol = Black.impliedVolatility(isCall, price, f, strike, tte, df)
println(strike, " Deelstra ", price, " ", price / refPrices[i] - 1, " ", vol - refVol)
price = AQFED.Basket.priceEuropean(dlb, isCall, strike, rawForward, σ^2 * tte, tte, df, dividends)
vol = Black.impliedVolatility(isCall, price, f, strike, tte, df)
println(strike, " Deelstra-LB ", price, " ", price / refPrices[i] - 1, " ", vol - refVol)
end
end
@testset "MultipleGocsei" begin
spot = 100.0
σ = 0.25
discountRate = 0.03
divAmount = 2.0
tte = 10.0
isCall = true
ttd0 = 1.0 / 365
dividends = Vector{CapitalizedDividend}(undef, 20)
for i = 1:20
ttd = ttd0 + (i - 1) / 2
dividends[i] =
CapitalizedDividend(Dividend(divAmount, ttd, ttd, false, false), exp((tte - ttd) * discountRate))
end
rawForward = spot * exp(discountRate * tte)
df = exp(-discountRate * tte)
ll3 = LeFlochLehmanPLNPricer(3)
d = DeelstraBasketPricer(1, 3) #1,3 minimizes relative error in price, 3,3 minimizes volatility error
dlb = DeelstraLBBasketPricer(1, 3)
refPrices = [37.25772649, 28.59516740, 22.28192756, 17.61042951, 14.09731856, 11.41453970, 9.33695198]
f = spot * exp(discountRate * tte) - sum(futureValue(cd) for cd in dividends)
for (i, strike) in enumerate(LinRange(50.0, 200.0, 7))
refVol = Black.impliedVolatility(isCall, refPrices[i], f, strike, tte, df)
price = priceEuropean(ll3, isCall, strike, rawForward, σ^2 * tte, tte, df, dividends)
vol = Black.impliedVolatility(isCall, price, f, strike, tte, df)
println(strike, " LL-3 ", price, " ", price / refPrices[i] - 1, " ", vol - refVol)
price = AQFED.Basket.priceEuropean(d, isCall, strike, rawForward, σ^2 * tte, tte, df, dividends)
vol = Black.impliedVolatility(isCall, price, f, strike, tte, df)
println(strike, " Deelstra ", price, " ", price / refPrices[i] - 1, " ", vol - refVol)
price = AQFED.Basket.priceEuropean(dlb, isCall, strike, rawForward, σ^2 * tte, tte, df, dividends)
vol = Black.impliedVolatility(isCall, price, f, strike, tte, df)
println(strike, " Deelstra-LB ", price, " ", price / refPrices[i] - 1, " ", vol - refVol)
end
end
| [
27,
7856,
261,
480,
29,
27682,
72,
5574,
77,
14,
32,
48,
37,
1961,
13,
20362,
198,
3500,
39514,
37,
1961,
11,
6208,
198,
11748,
39514,
37,
1961,
13,
6489,
45,
25,
17906,
382,
38,
672,
316,
6489,
22182,
1173,
263,
11,
1004,
7414,
5374,
3123,
71,
805,
6489,
22182,
1173,
263,
11,
2756,
22030,
198,
11748,
39514,
37,
1961,
13,
40596,
1273,
5620,
25,
9747,
1143,
35,
1699,
437,
11,
360,
1699,
437,
11,
2003,
11395,
198,
11748,
39514,
37,
1961,
13,
33,
11715,
25,
1024,
417,
12044,
33,
11715,
47,
1173,
263,
11,
1024,
417,
12044,
43,
15199,
11715,
47,
1173,
263,
198,
198,
31,
9288,
2617,
366,
36,
83,
382,
38,
672,
316,
28008,
1,
2221,
198,
220,
220,
220,
4136,
796,
1802,
13,
15,
198,
220,
220,
220,
2322,
796,
657,
13,
18,
198,
220,
220,
220,
9780,
32184,
796,
657,
13,
15,
198,
220,
220,
220,
2659,
31264,
796,
767,
13,
15,
198,
220,
220,
220,
256,
660,
796,
352,
13,
15,
198,
220,
220,
220,
256,
8671,
796,
657,
13,
24,
1635,
256,
660,
198,
220,
220,
220,
256,
34788,
796,
256,
660,
198,
220,
220,
220,
318,
14134,
796,
2081,
198,
220,
220,
220,
9780,
41384,
796,
1033,
32590,
15410,
608,
32184,
1635,
256,
34788,
8,
198,
220,
220,
220,
26360,
796,
20650,
90,
39315,
1143,
35,
1699,
437,
92,
7,
917,
891,
11,
352,
8,
198,
220,
220,
220,
1303,
17287,
3712,
51,
220,
220,
220,
220,
220,
220,
220,
409,
10430,
3712,
43879,
2414,
220,
220,
220,
220,
220,
220,
220,
1414,
10430,
3712,
43879,
2414,
220,
220,
220,
220,
220,
220,
220,
318,
2964,
634,
1538,
3712,
30388,
220,
220,
220,
220,
220,
220,
220,
318,
29870,
3712,
30388,
198,
220,
220,
220,
26360,
58,
16,
60,
796,
198,
220,
220,
220,
220,
220,
220,
220,
9747,
1143,
35,
1699,
437,
7,
35,
1699,
437,
7,
7146,
31264,
11,
256,
8671,
11,
256,
8671,
11,
3991,
11,
3991,
828,
1033,
19510,
83,
660,
532,
256,
8671,
8,
1635,
9780,
32184,
4008,
198,
220,
220,
220,
44872,
7203,
50,
9104,
7886,
13047,
4943,
198,
220,
220,
220,
29206,
17,
796,
17906,
382,
38,
672,
316,
6489,
22182,
1173,
263,
7,
17,
8,
198,
220,
220,
220,
29206,
18,
796,
17906,
382,
38,
672,
316,
6489,
22182,
1173,
263,
7,
18,
8,
628,
220,
220,
220,
32660,
17,
796,
1004,
7414,
5374,
3123,
71,
805,
6489,
22182,
1173,
263,
7,
17,
8,
198,
220,
220,
220,
32660,
18,
796,
1004,
7414,
5374,
3123,
71,
805,
6489,
22182,
1173,
263,
7,
18,
8,
198,
220,
220,
220,
288,
796,
1024,
417,
12044,
33,
11715,
47,
1173,
263,
7,
16,
11,
513,
8,
198,
220,
220,
220,
288,
23160,
796,
1024,
417,
12044,
43,
15199,
11715,
47,
1173,
263,
7,
16,
11,
513,
8,
198,
220,
220,
220,
1006,
39,
6581,
796,
685,
3559,
13,
23045,
30505,
1795,
11,
860,
13,
2998,
2780,
405,
1485,
11,
352,
13,
3312,
1495,
2078,
1795,
11,
657,
13,
940,
2857,
2548,
5774,
60,
198,
220,
220,
220,
1006,
36,
70,
17,
796,
685,
3559,
13,
1731,
5705,
3104,
4531,
11,
860,
13,
2998,
2857,
3829,
2670,
11,
352,
13,
3312,
28592,
39710,
11,
657,
13,
940,
2857,
1821,
2327,
60,
198,
220,
220,
220,
1006,
36,
70,
18,
796,
685,
3559,
13,
23045,
2231,
46044,
11,
860,
13,
2998,
2780,
405,
2075,
11,
352,
13,
3312,
1495,
2078,
2425,
11,
657,
13,
940,
2857,
2548,
5332,
60,
198,
220,
220,
220,
329,
357,
72,
11,
5587,
8,
287,
27056,
378,
7,
14993,
17257,
7,
1120,
13,
15,
11,
939,
13,
15,
11,
604,
4008,
198,
220,
220,
220,
220,
220,
220,
220,
2756,
796,
2756,
22030,
7,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
29206,
17,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
318,
14134,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
5587,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
4136,
1635,
1033,
7,
83,
660,
1635,
9780,
32184,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2322,
1635,
2322,
1635,
256,
660,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
256,
660,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
9780,
41384,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
26360,
11,
198,
220,
220,
220,
220,
220,
220,
220,
1267,
198,
220,
220,
220,
220,
220,
220,
220,
44872,
7,
33069,
11,
366,
41513,
12,
17,
33172,
2756,
11,
366,
33172,
2756,
532,
1006,
39,
6581,
58,
72,
12962,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
318,
1324,
13907,
7,
5420,
36,
70,
17,
58,
72,
4357,
2756,
11,
379,
349,
796,
352,
68,
12,
23,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2756,
796,
2756,
22030,
7,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
29206,
18,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
318,
14134,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
5587,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
4136,
1635,
1033,
7,
83,
660,
1635,
9780,
32184,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2322,
1635,
2322,
1635,
256,
660,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
256,
660,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
9780,
41384,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
26360,
11,
198,
220,
220,
220,
220,
220,
220,
220,
1267,
198,
220,
220,
220,
220,
220,
220,
220,
44872,
7,
33069,
11,
366,
41513,
12,
18,
33172,
2756,
11,
366,
33172,
2756,
532,
1006,
39,
6581,
58,
72,
12962,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
318,
1324,
13907,
7,
5420,
36,
70,
18,
58,
72,
4357,
2756,
11,
379,
349,
796,
352,
68,
12,
23,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2756,
796,
2756,
22030,
7,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
32660,
17,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
318,
14134,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
5587,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
4136,
1635,
1033,
7,
83,
660,
1635,
9780,
32184,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2322,
1635,
2322,
1635,
256,
660,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
256,
660,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
9780,
41384,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
26360,
11,
198,
220,
220,
220,
220,
220,
220,
220,
1267,
198,
220,
220,
220,
220,
220,
220,
220,
44872,
7,
33069,
11,
366,
27140,
12,
17,
33172,
2756,
11,
366,
33172,
2756,
532,
1006,
39,
6581,
58,
72,
12962,
198,
220,
220,
220,
220,
220,
220,
220,
2756,
796,
2756,
22030,
7,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
32660,
18,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
318,
14134,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
5587,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
4136,
1635,
1033,
7,
83,
660,
1635,
9780,
32184,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2322,
1635,
2322,
1635,
256,
660,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
256,
660,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
9780,
41384,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
26360,
11,
198,
220,
220,
220,
220,
220,
220,
220,
1267,
198,
220,
220,
220,
220,
220,
220,
220,
44872,
7,
33069,
11,
366,
27140,
12,
18,
33172,
2756,
11,
366,
33172,
2756,
532,
1006,
39,
6581,
58,
72,
12962,
198,
220,
220,
220,
220,
220,
220,
220,
2756,
796,
39514,
37,
1961,
13,
33,
11715,
13,
20888,
22030,
7,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
288,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
318,
14134,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
5587,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
4136,
1635,
1033,
7,
83,
660,
1635,
9780,
32184,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2322,
1635,
2322,
1635,
256,
660,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
256,
660,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
9780,
41384,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
26360,
11,
198,
220,
220,
220,
220,
220,
220,
220,
1267,
198,
220,
220,
220,
220,
220,
220,
220,
44872,
7,
33069,
11,
366,
1024,
417,
12044,
33172,
2756,
11,
366,
33172,
2756,
532,
1006,
39,
6581,
58,
72,
12962,
198,
220,
220,
220,
220,
220,
220,
220,
2756,
796,
39514,
37,
1961,
13,
33,
11715,
13,
20888,
22030,
7,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
288,
23160,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
318,
14134,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
5587,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
4136,
1635,
1033,
7,
83,
660,
1635,
9780,
32184,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2322,
1635,
2322,
1635,
256,
660,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
256,
660,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
9780,
41384,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
26360,
11,
198,
220,
220,
220,
220,
220,
220,
220,
1267,
198,
220,
220,
220,
220,
220,
220,
220,
44872,
7,
33069,
11,
366,
1024,
417,
12044,
12,
30501,
33172,
2756,
11,
366,
33172,
2756,
532,
1006,
39,
6581,
58,
72,
12962,
628,
220,
220,
220,
886,
198,
198,
437,
628,
198,
198,
31,
9288,
2617,
366,
31217,
53,
13485,
7204,
404,
1,
2221,
198,
220,
220,
220,
4136,
796,
1802,
13,
15,
198,
220,
220,
220,
18074,
225,
796,
657,
13,
1495,
198,
220,
220,
220,
9780,
32184,
796,
657,
13,
3312,
198,
220,
220,
220,
256,
660,
796,
767,
13,
15,
198,
220,
220,
220,
318,
14134,
796,
2081,
198,
220,
220,
220,
256,
8671,
796,
657,
13,
24,
198,
220,
220,
220,
26360,
796,
685,
39315,
1143,
35,
1699,
437,
7,
35,
1699,
437,
7,
21,
13,
15,
11,
256,
8671,
11,
256,
8671,
11,
3991,
11,
3991,
828,
1033,
19510,
83,
660,
532,
256,
8671,
8,
1635,
9780,
32184,
36911,
198,
220,
220,
220,
9747,
1143,
35,
1699,
437,
7,
35,
1699,
437,
7,
21,
13,
20,
11,
256,
8671,
1343,
352,
11,
256,
8671,
1343,
352,
11,
3991,
11,
3991,
828,
1033,
19510,
83,
660,
532,
256,
8671,
532,
352,
8,
1635,
9780,
32184,
36911,
198,
220,
220,
220,
9747,
1143,
35,
1699,
437,
7,
35,
1699,
437,
7,
22,
13,
15,
11,
256,
8671,
1343,
362,
11,
256,
8671,
1343,
362,
11,
3991,
11,
3991,
828,
1033,
19510,
83,
660,
532,
256,
8671,
532,
362,
8,
1635,
9780,
32184,
36911,
198,
220,
220,
220,
9747,
1143,
35,
1699,
437,
7,
35,
1699,
437,
7,
22,
13,
20,
11,
256,
8671,
1343,
513,
11,
256,
8671,
1343,
513,
11,
3991,
11,
3991,
828,
1033,
19510,
83,
660,
532,
256,
8671,
532,
513,
8,
1635,
9780,
32184,
36911,
198,
220,
220,
220,
9747,
1143,
35,
1699,
437,
7,
35,
1699,
437,
7,
23,
13,
15,
11,
256,
8671,
1343,
604,
11,
256,
8671,
1343,
604,
11,
3991,
11,
3991,
828,
1033,
19510,
83,
660,
532,
256,
8671,
532,
604,
8,
1635,
9780,
32184,
36911,
198,
220,
220,
220,
9747,
1143,
35,
1699,
437,
7,
35,
1699,
437,
7,
23,
13,
15,
11,
256,
8671,
1343,
642,
11,
256,
8671,
1343,
642,
11,
3991,
11,
3991,
828,
1033,
19510,
83,
660,
532,
256,
8671,
532,
642,
8,
1635,
9780,
32184,
36911,
198,
220,
220,
220,
9747,
1143,
35,
1699,
437,
7,
35,
1699,
437,
7,
23,
13,
15,
11,
256,
8671,
1343,
718,
11,
256,
8671,
1343,
718,
11,
3991,
11,
3991,
828,
1033,
19510,
83,
660,
532,
256,
8671,
532,
718,
8,
1635,
9780,
32184,
4008,
60,
198,
220,
220,
220,
8246,
39746,
796,
4136,
1635,
1033,
7,
15410,
608,
32184,
1635,
256,
660,
8,
198,
220,
220,
220,
47764,
796,
1033,
32590,
15410,
608,
32184,
1635,
256,
660,
8,
198,
220,
220,
220,
32660,
18,
796,
1004,
7414,
5374,
3123,
71,
805,
6489,
22182,
1173,
263,
7,
18,
8,
198,
220,
220,
220,
288,
796,
1024,
417,
12044,
33,
11715,
47,
1173,
263,
7,
18,
11,
513,
8,
198,
220,
220,
220,
288,
23160,
796,
1024,
417,
12044,
43,
15199,
11715,
47,
1173,
263,
7,
18,
11,
513,
8,
198,
220,
220,
220,
1006,
6836,
1063,
796,
685,
198,
220,
220,
220,
220,
220,
220,
220,
4974,
13,
44227,
1821,
2598,
11,
198,
220,
220,
220,
220,
220,
220,
220,
1542,
13,
2920,
34107,
20198,
11,
198,
220,
220,
220,
220,
220,
220,
220,
2681,
13,
17,
20219,
2718,
4304,
11,
198,
220,
220,
220,
220,
220,
220,
220,
1987,
13,
18,
18741,
3695,
5892,
11,
198,
220,
220,
220,
220,
220,
220,
220,
2310,
13,
48246,
5332,
35126,
11,
198,
220,
220,
220,
220,
220,
220,
220,
678,
13,
2780,
23815,
41292,
11,
198,
220,
220,
220,
220,
220,
220,
220,
1596,
13,
2857,
4304,
1828,
2327,
11,
198,
220,
220,
220,
220,
220,
220,
220,
1315,
13,
2154,
6200,
50165,
11,
198,
220,
220,
220,
220,
220,
220,
220,
1478,
13,
12952,
25191,
2919,
11,
198,
220,
220,
220,
220,
220,
220,
220,
1105,
13,
22,
2682,
35642,
2075,
11,
198,
220,
220,
220,
220,
220,
220,
220,
1367,
13,
39449,
2327,
37804,
11,
198,
220,
220,
220,
2361,
198,
220,
220,
220,
277,
796,
4136,
1635,
1033,
7,
15410,
608,
32184,
1635,
256,
660,
8,
532,
2160,
7,
37443,
11395,
7,
10210,
8,
329,
22927,
287,
26360,
8,
628,
220,
220,
220,
329,
357,
72,
11,
5587,
8,
287,
27056,
378,
7,
14993,
17257,
7,
1120,
13,
15,
11,
6640,
13,
15,
11,
1367,
4008,
198,
220,
220,
220,
220,
220,
220,
220,
1006,
16598,
796,
2619,
13,
23928,
798,
16598,
18486,
7,
271,
14134,
11,
1006,
6836,
1063,
58,
72,
4357,
277,
11,
5587,
11,
256,
660,
11,
47764,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2756,
796,
2756,
22030,
7,
297,
18,
11,
318,
14134,
11,
5587,
11,
8246,
39746,
11,
18074,
225,
61,
17,
1635,
256,
660,
11,
256,
660,
11,
47764,
11,
26360,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2322,
796,
2619,
13,
23928,
798,
16598,
18486,
7,
271,
14134,
11,
2756,
11,
277,
11,
5587,
11,
256,
660,
11,
47764,
8,
198,
220,
220,
220,
220,
220,
220,
220,
44872,
7,
33069,
11,
366,
27140,
12,
18,
33172,
2756,
11,
366,
33172,
2756,
1220,
1006,
6836,
1063,
58,
72,
60,
532,
352,
11,
366,
33172,
2322,
532,
1006,
16598,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2756,
796,
39514,
37,
1961,
13,
33,
11715,
13,
20888,
22030,
7,
67,
11,
318,
14134,
11,
5587,
11,
8246,
39746,
11,
18074,
225,
61,
17,
1635,
256,
660,
11,
256,
660,
11,
47764,
11,
26360,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2322,
796,
2619,
13,
23928,
798,
16598,
18486,
7,
271,
14134,
11,
2756,
11,
277,
11,
5587,
11,
256,
660,
11,
47764,
8,
198,
220,
220,
220,
220,
220,
220,
220,
44872,
7,
33069,
11,
366,
1024,
417,
12044,
33172,
2756,
11,
366,
33172,
2756,
1220,
1006,
6836,
1063,
58,
72,
60,
532,
352,
11,
366,
33172,
2322,
532,
1006,
16598,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2756,
796,
39514,
37,
1961,
13,
33,
11715,
13,
20888,
22030,
7,
67,
23160,
11,
318,
14134,
11,
5587,
11,
8246,
39746,
11,
18074,
225,
61,
17,
1635,
256,
660,
11,
256,
660,
11,
47764,
11,
26360,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2322,
796,
2619,
13,
23928,
798,
16598,
18486,
7,
271,
14134,
11,
2756,
11,
277,
11,
5587,
11,
256,
660,
11,
47764,
8,
198,
220,
220,
220,
220,
220,
220,
220,
44872,
7,
33069,
11,
366,
1024,
417,
12044,
12,
30501,
33172,
2756,
11,
366,
33172,
2756,
1220,
1006,
6836,
1063,
58,
72,
60,
532,
352,
11,
366,
33172,
2322,
532,
1006,
16598,
8,
628,
220,
220,
220,
886,
198,
437,
628,
628,
198,
31,
9288,
2617,
366,
31217,
38,
420,
36455,
1,
2221,
198,
220,
220,
220,
4136,
796,
1802,
13,
15,
198,
220,
220,
220,
18074,
225,
796,
657,
13,
1495,
198,
220,
220,
220,
9780,
32184,
796,
657,
13,
3070,
198,
220,
220,
220,
2659,
31264,
796,
362,
13,
15,
198,
220,
220,
220,
256,
660,
796,
838,
13,
15,
198,
220,
220,
220,
318,
14134,
796,
2081,
198,
220,
220,
220,
256,
8671,
15,
796,
352,
13,
15,
1220,
21268,
198,
220,
220,
220,
26360,
796,
20650,
90,
39315,
1143,
35,
1699,
437,
92,
7,
917,
891,
11,
1160,
8,
198,
220,
220,
220,
329,
1312,
796,
352,
25,
1238,
198,
220,
220,
220,
220,
220,
220,
220,
256,
8671,
796,
256,
8671,
15,
1343,
357,
72,
532,
352,
8,
1220,
362,
198,
220,
220,
220,
220,
220,
220,
220,
26360,
58,
72,
60,
796,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
9747,
1143,
35,
1699,
437,
7,
35,
1699,
437,
7,
7146,
31264,
11,
256,
8671,
11,
256,
8671,
11,
3991,
11,
3991,
828,
1033,
19510,
83,
660,
532,
256,
8671,
8,
1635,
9780,
32184,
4008,
198,
220,
220,
220,
886,
198,
220,
220,
220,
8246,
39746,
796,
4136,
1635,
1033,
7,
15410,
608,
32184,
1635,
256,
660,
8,
198,
220,
220,
220,
47764,
796,
1033,
32590,
15410,
608,
32184,
1635,
256,
660,
8,
198,
220,
220,
220,
32660,
18,
796,
1004,
7414,
5374,
3123,
71,
805,
6489,
22182,
1173,
263,
7,
18,
8,
198,
220,
220,
220,
288,
796,
1024,
417,
12044,
33,
11715,
47,
1173,
263,
7,
16,
11,
513,
8,
1303,
16,
11,
18,
10356,
4340,
3585,
4049,
287,
2756,
11,
513,
11,
18,
10356,
4340,
30772,
4049,
198,
220,
220,
220,
288,
23160,
796,
1024,
417,
12044,
43,
15199,
11715,
47,
1173,
263,
7,
16,
11,
513,
8,
198,
220,
220,
220,
1006,
6836,
1063,
796,
685,
2718,
13,
1495,
3324,
2075,
2920,
11,
2579,
13,
35124,
21940,
1821,
11,
2534,
13,
2078,
1129,
1983,
3980,
11,
1596,
13,
39132,
11785,
4349,
11,
1478,
13,
2931,
4790,
1507,
3980,
11,
1367,
13,
19,
18781,
2670,
2154,
11,
860,
13,
2091,
37381,
22337,
60,
198,
220,
220,
220,
277,
796,
4136,
1635,
1033,
7,
15410,
608,
32184,
1635,
256,
660,
8,
532,
2160,
7,
37443,
11395,
7,
10210,
8,
329,
22927,
287,
26360,
8,
628,
220,
220,
220,
329,
357,
72,
11,
5587,
8,
287,
27056,
378,
7,
14993,
17257,
7,
1120,
13,
15,
11,
939,
13,
15,
11,
767,
4008,
198,
220,
220,
220,
220,
220,
220,
220,
1006,
16598,
796,
2619,
13,
23928,
798,
16598,
18486,
7,
271,
14134,
11,
1006,
6836,
1063,
58,
72,
4357,
277,
11,
5587,
11,
256,
660,
11,
47764,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2756,
796,
2756,
22030,
7,
297,
18,
11,
318,
14134,
11,
5587,
11,
8246,
39746,
11,
18074,
225,
61,
17,
1635,
256,
660,
11,
256,
660,
11,
47764,
11,
26360,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2322,
796,
2619,
13,
23928,
798,
16598,
18486,
7,
271,
14134,
11,
2756,
11,
277,
11,
5587,
11,
256,
660,
11,
47764,
8,
198,
220,
220,
220,
220,
220,
220,
220,
44872,
7,
33069,
11,
366,
27140,
12,
18,
33172,
2756,
11,
366,
33172,
2756,
1220,
1006,
6836,
1063,
58,
72,
60,
532,
352,
11,
366,
33172,
2322,
532,
1006,
16598,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2756,
796,
39514,
37,
1961,
13,
33,
11715,
13,
20888,
22030,
7,
67,
11,
318,
14134,
11,
5587,
11,
8246,
39746,
11,
18074,
225,
61,
17,
1635,
256,
660,
11,
256,
660,
11,
47764,
11,
26360,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2322,
796,
2619,
13,
23928,
798,
16598,
18486,
7,
271,
14134,
11,
2756,
11,
277,
11,
5587,
11,
256,
660,
11,
47764,
8,
198,
220,
220,
220,
220,
220,
220,
220,
44872,
7,
33069,
11,
366,
1024,
417,
12044,
33172,
2756,
11,
366,
33172,
2756,
1220,
1006,
6836,
1063,
58,
72,
60,
532,
352,
11,
366,
33172,
2322,
532,
1006,
16598,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2756,
796,
39514,
37,
1961,
13,
33,
11715,
13,
20888,
22030,
7,
67,
23160,
11,
318,
14134,
11,
5587,
11,
8246,
39746,
11,
18074,
225,
61,
17,
1635,
256,
660,
11,
256,
660,
11,
47764,
11,
26360,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2322,
796,
2619,
13,
23928,
798,
16598,
18486,
7,
271,
14134,
11,
2756,
11,
277,
11,
5587,
11,
256,
660,
11,
47764,
8,
198,
220,
220,
220,
220,
220,
220,
220,
44872,
7,
33069,
11,
366,
1024,
417,
12044,
12,
30501,
33172,
2756,
11,
366,
33172,
2756,
1220,
1006,
6836,
1063,
58,
72,
60,
532,
352,
11,
366,
33172,
2322,
532,
1006,
16598,
8,
628,
220,
220,
220,
886,
198,
437,
198
] | 2.030715 | 3,679 |
<reponame>andreaskoher/CovidSurvey
using DrWatson
quickactivate(@__DIR__)
@show projectdir()
## ============================================================================
@info "load packages"
using CovidSurvey
using Random, Dates, Turing
using Base.Threads
using StatsPlots
using PrettyTables
using DataFrames
using BSON
using Memoization
using ReverseDiff
setadbackend(:reversediff)
Turing.setrdcache(true)
plotlyjs()
@info "number of threads available: $(nthreads())"
## ============================================================================
ps = ( warmup = 100,
model = "intdeaths",
steps = 100,
seed = nothing,
observ = nothing,
chains = 1,
preds = nothing,#"CF,CC,CR,CS",#"CS,MG,MA"
semipara=true,
rwstep = 7,
include= true,
std = false,
)
## ============================================================================
# load data
@info "load data"
data_params = (
observationsend = ps.observ
, predictors = ps.preds|> CovidSurvey.parse_predictors
# , cases_start = ps.cases
# , hospitmodel = Regional.HospitInit1(obs_stop="2020-07-01")
, rwstep = ps.rwstep
, epidemicstart = Date("2020-08-01")
, numimpute = 20
, include_early_dynamic = ps.include
, link = KLogistic(4.5)
, invlink = KLogit(4.5)
, predictive = false
, covariates_kwargs = Dict(
:semiparametric => ps.semipara,
:fname => [projectdir("data/contacts/int/smoothed_contact_rates_region=$(r).csv" ) for r in International.regions],#[projectdir("data", "mean_contact_rates_region=$r.csv" ) for r in 1:Regional.nregions],
:shift => -1,
:conditions => :date => x->x>Date("2020-11-10"), # >= 1000 cases / day
# :datecol => "date",
:aggregation => ps.rwstep,
:standardize => ps.std,
:normalize => true,
:mobility => [projectdir("data/mobility/mobility_country=$(r).csv") for r in International.regions]
)
)
data = International.load_data(; data_params... )
d = turing_data = data.turing_data;
## ============================================================================
@info "prepare model"
model = Regional.model_deaths
model = Regional.model_international_deaths
#!isnothing(ps.seed) && Random.seed!(ps.seed);
@info ps
m = model(turing_data; vectorize=true)
m();
## ============================================================================
@info "start sampling"
@time chain = let #460s; 366s
thinning = 1
if ps.chains > 1
sample(m, NUTS(ps.warmup, 0.9; max_depth=6), MCMCThreads(), ps.steps + ps.warmup, ps.chains; progress=true, thinning)
else
sample(m, NUTS(ps.warmup, 0.9; max_depth=6), ps.steps + ps.warmup; progress=true, thinning) #; max_depth=15
end
end
divervences = sum( chain[ps.warmup+1:end, :numerical_error, :] )
@show divervences
## ==========================================================================
@info "save"
fdir = projectdir("reports/tmp", "$(today())")
fname = Regional.save_results(fdir, ps, data, chain)
## ==========================================================================
@info "post processing"
Regional.postprocessing(fname; plot_results=false)
## ==========================================================================
## ==========================================================================
@info "post processing"
fdir, ps, ignores = Regional.parse_fname(fname)
p = Regional.PostProcessing2(fdir, ps, ignores, [], fname)
## ==========================================================================
@info "plot chain"
plot_results = true
Regional.plot_chains(p; plot_results)
## ==========================================================================
@info "meanplot"
Regional.plot_means(p; plot_results)
## ==========================================================================
# perform diagnostics
p = Regional.skip_warmup(p)
Regional.diagnostics(p)
data.cases
## ==========================================================================
@info "make predictions"
gp = Regional.generate_posterior(p);
## ==========================================================================
@info "plot regions"
Regional.plot_regions(p, gp; plot_results=true)
## ==========================================================================
@info "plot predictors"
# pgfplotsx()
# default(titlefontsize = 20, legendfontsize = 18, labelfontsize = 18, guidefontsize = 18, tickfontsize = 12, framestyle = :zerolines, yminorgrid = true)
Regional.plot_effects(p, gp; plot_results , grouped = false, effect_on_Rt = 0.)
Regional.plot_effects(p, gp; plot_results, grouped = false, effect_on_Rt = 2.)
Regional.plot_effects(p, gp; plot_results, grouped = false, effect_on_Rt = -0.5)
Regional.plot_effects(p, gp; plot_results, grouped = true, effect_on_Rt = 0.)
Regional.plot_effects(p, gp; plot_results, grouped = true, effect_on_Rt = 2.)
Regional.plot_effects(p, gp; plot_results, grouped = true, effect_on_Rt = -0.5)
## ===================================================================
TV = Vector{Float64}
V = Float64
vectorize = true
θ = turing_data
@unpack num_observations, num_total_days, num_regions, num_rt_steps, deathmodel, num_covariates, rwscale, include_early_dynamic,init_infected = θ
# If we don't want to predict the future, we only need to compute up-to time-step `num_obs_countries[m]`
num_time_steps = num_observations
############# 2.) time varying reproduction number
R0_std = truncated(Normal(.5, .2), 0.01, Inf) |> rand
R0s = filldist(truncated(Normal(0.8, R0_std), 0., 4.5), num_regions) |> rand
σ_rt = truncated(Normal(0.3*rwscale, .02*rwscale), 0, .5*rwscale) |> rand
n = first( num_rt_steps )
latent_Rts_z = filldist( CovidSurvey.RandomWalk( n ), num_regions) |> rand
latent_Rts = CovidSurvey.rescale( latent_Rts_z, σ_rt, d.invlink.(R0s) )
Rts = TV[TV(undef, num_time_steps[m]) for m in 1:num_regions]
if num_covariates > 0
grouped_effect = filldist( Laplace(0,0.2), num_covariates) |> rand
effect_std = filldist( GammaMeanCv(0.1, 0.5), num_covariates) |> rand
effects_z = filldist( MvNormal( num_covariates, 1.), num_regions) |> rand
effects = [ effects_z[:,m] .* effect_std .+ grouped_effect for m in 1:num_regions]
# grouped_effect = filldist( Exponential(0.2), num_covariates)
# effect_std = filldist( GammaMeanCv(0.1, 0.5), num_covariates)
# pooled_effects_distr_raw = Normal.( grouped_effect, effect_std )
# pooled_effects_distr = arraydist( truncated.( pooled_effects_distr_raw, zero(V), V(Inf) ) )
# effects = filldist( pooled_effects_distr, num_regions )
if θ.semiparametric
CovidSurvey.semiparametric!(Rts, θ, false, latent_Rts, R0s, σ_rt, effects)
else
CovidSurvey.mixed!(Rts, θ, false, latent_Rts, R0s, σ_rt, effects)
end
else
CovidSurvey.random_walks!(Rts, θ, false, latent_Rts, R0s, σ_rt)
end
plot(latent_Rts_z[:,3], ticks=:native)
plot(θ.link.(latent_Rts[:,1]), ticks=:native)
plot(d.dates[1], Rts[1], ticks=:native)
############ 3.) infection dynamics
ys = arraydist(Exponential.(init_infected)) |> rand
newly_infecteds = TV[TV(undef, num_time_steps[m]) for m in 1:num_regions]
CovidSurvey.infections!(newly_infecteds, θ, ys, Rts)
plot(d.dates[1], newly_infecteds[1], ticks=:native)
# infections!(newly_infecteds, cumulative_infecteds, effective_Rts, θ, τ, ys, Rts)
########### 4.) derive observables
μ_i2d = truncated(Normal(21.82, 1.01), 18, 24) |> rand
σ_i2d = truncated(Normal(4.26, 5.18), 1, 14) |> rand
idr = truncated(Normal(8/1000, 1/1000), 1/1000, 15/1000) |> rand
ϕ_d = truncated(Normal(50, 10), 20, Inf) |> rand
weekdayeffect_simplex = filldist(Dirichlet([7,7,7,7,7,3,1]), num_regions) |> rand
weekdayeffect = TV[TV(undef, 7) for m in 1:num_regions]
CovidSurvey.weekdayeffect!(weekdayeffect, weekdayeffect_simplex)
### holiday effect
holidayeffect = filldist(Beta(1,1), num_regions) |> rand
expected_daily_deaths = TV[TV(undef, num_time_steps[m]) for m in 1:num_regions]
deaths_observation_model = CovidSurvey.WeekdayHolidayObsModel2(
deathmodel, μ_i2d, σ_i2d, idr, ϕ_d, expected_daily_deaths, weekdayeffect, holidayeffect, vectorize
)
# deaths_observation_model = CovidSurvey.SimpleObsModel2(deathmodel, μ_i2d, σ_i2d, idr, ϕ_d, expected_daily_deaths, vectorize)
CovidSurvey.expected!(deaths_observation_model, newly_infecteds)
plot(d.dates[1], expected_daily_deaths[1], ticks=:native)
########### 4.) compare model to observations
## 4.1) observe hospitalizations
ℓ = zero(V)
ℓ += CovidSurvey.logpdf(deaths_observation_model, θ.deaths)
| [
27,
7856,
261,
480,
29,
49078,
2093,
78,
372,
14,
34,
709,
312,
14214,
3304,
198,
3500,
1583,
54,
13506,
198,
24209,
39022,
7,
31,
834,
34720,
834,
8,
198,
31,
12860,
1628,
15908,
3419,
198,
198,
2235,
38093,
2559,
18604,
198,
31,
10951,
366,
2220,
10392,
1,
198,
3500,
39751,
312,
14214,
3304,
198,
3500,
14534,
11,
44712,
11,
39141,
198,
3500,
7308,
13,
16818,
82,
198,
3500,
20595,
3646,
1747,
198,
3500,
20090,
51,
2977,
198,
3500,
6060,
35439,
198,
3500,
347,
11782,
198,
198,
3500,
4942,
78,
1634,
198,
3500,
31849,
28813,
198,
2617,
324,
1891,
437,
7,
25,
260,
690,
276,
733,
8,
198,
51,
870,
13,
2617,
4372,
23870,
7,
7942,
8,
198,
198,
29487,
306,
8457,
3419,
198,
31,
10951,
366,
17618,
286,
14390,
1695,
25,
29568,
77,
16663,
82,
3419,
16725,
198,
2235,
38093,
2559,
18604,
198,
198,
862,
796,
357,
5814,
929,
796,
1802,
11,
198,
220,
220,
220,
2746,
220,
796,
366,
600,
22595,
82,
1600,
198,
220,
220,
220,
4831,
220,
796,
1802,
11,
198,
220,
220,
220,
9403,
220,
220,
796,
2147,
11,
198,
220,
220,
220,
3799,
796,
2147,
11,
198,
220,
220,
220,
14659,
796,
352,
11,
198,
220,
220,
220,
2747,
82,
796,
2147,
11,
2,
1,
22495,
11,
4093,
11,
9419,
11,
7902,
1600,
2,
1,
7902,
11,
20474,
11,
5673,
1,
198,
220,
220,
220,
5026,
541,
3301,
28,
7942,
11,
198,
220,
220,
220,
374,
86,
9662,
796,
767,
11,
198,
220,
220,
220,
2291,
28,
2081,
11,
198,
220,
220,
220,
14367,
796,
3991,
11,
198,
8,
198,
2235,
38093,
2559,
18604,
198,
2,
3440,
1366,
198,
31,
10951,
366,
2220,
1366,
1,
198,
198,
7890,
62,
37266,
796,
357,
198,
220,
220,
220,
220,
220,
13050,
437,
220,
796,
26692,
13,
672,
3168,
198,
220,
220,
220,
837,
4331,
669,
220,
220,
220,
220,
220,
220,
220,
796,
26692,
13,
28764,
82,
91,
29,
39751,
312,
14214,
3304,
13,
29572,
62,
79,
17407,
669,
198,
220,
220,
220,
1303,
837,
2663,
62,
9688,
220,
220,
220,
220,
220,
220,
796,
26692,
13,
33964,
198,
220,
220,
220,
1303,
837,
10496,
270,
19849,
220,
220,
220,
220,
220,
220,
796,
15994,
13,
39,
2117,
270,
31768,
16,
7,
8158,
62,
11338,
2625,
42334,
12,
2998,
12,
486,
4943,
198,
220,
220,
220,
837,
374,
86,
9662,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
796,
26692,
13,
31653,
9662,
198,
220,
220,
220,
837,
18195,
9688,
220,
220,
220,
220,
796,
7536,
7203,
42334,
12,
2919,
12,
486,
4943,
198,
220,
220,
220,
837,
997,
11011,
1133,
220,
220,
220,
220,
220,
220,
220,
220,
796,
1160,
198,
220,
220,
220,
837,
2291,
62,
11458,
62,
67,
28995,
796,
26692,
13,
17256,
198,
220,
220,
220,
837,
2792,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
796,
509,
11187,
2569,
7,
19,
13,
20,
8,
198,
220,
220,
220,
837,
800,
8726,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
796,
509,
11187,
270,
7,
19,
13,
20,
8,
198,
220,
220,
220,
837,
33344,
220,
220,
220,
220,
220,
220,
220,
796,
3991,
198,
220,
220,
220,
837,
44829,
689,
62,
46265,
22046,
796,
360,
713,
7,
198,
220,
220,
220,
220,
220,
1058,
43616,
541,
41158,
19482,
5218,
26692,
13,
43616,
541,
3301,
11,
198,
220,
220,
220,
220,
220,
1058,
69,
3672,
220,
220,
220,
220,
220,
220,
220,
220,
220,
5218,
685,
16302,
15908,
7203,
7890,
14,
3642,
8656,
14,
600,
14,
5796,
1025,
704,
62,
32057,
62,
9700,
62,
36996,
43641,
7,
81,
737,
40664,
1,
1267,
329,
374,
287,
4037,
13,
2301,
507,
4357,
2,
58,
16302,
15908,
7203,
7890,
1600,
366,
32604,
62,
32057,
62,
9700,
62,
36996,
43641,
81,
13,
40664,
1,
1267,
329,
374,
287,
352,
25,
8081,
1538,
13,
77,
2301,
507,
4357,
198,
220,
220,
220,
220,
220,
1058,
30846,
220,
220,
220,
220,
220,
220,
220,
220,
220,
5218,
532,
16,
11,
198,
220,
220,
220,
220,
220,
1058,
17561,
1756,
220,
220,
220,
220,
5218,
1058,
4475,
5218,
2124,
3784,
87,
29,
10430,
7203,
42334,
12,
1157,
12,
940,
12340,
1303,
18189,
8576,
2663,
1220,
1110,
198,
220,
220,
220,
220,
220,
1303,
1058,
4475,
4033,
220,
220,
220,
220,
220,
220,
220,
5218,
366,
4475,
1600,
198,
220,
220,
220,
220,
220,
1058,
9460,
43068,
220,
220,
220,
5218,
26692,
13,
31653,
9662,
11,
198,
220,
220,
220,
220,
220,
1058,
20307,
1096,
220,
220,
220,
5218,
26692,
13,
19282,
11,
198,
220,
220,
220,
220,
220,
1058,
11265,
1096,
220,
220,
220,
220,
220,
5218,
2081,
11,
198,
220,
220,
220,
220,
220,
1058,
39949,
879,
220,
220,
220,
220,
220,
220,
5218,
685,
16302,
15908,
7203,
7890,
14,
39949,
879,
14,
39949,
879,
62,
19315,
43641,
7,
81,
737,
40664,
4943,
329,
374,
287,
4037,
13,
2301,
507,
60,
198,
220,
220,
220,
220,
220,
1267,
198,
220,
220,
220,
1267,
198,
198,
7890,
796,
4037,
13,
2220,
62,
7890,
7,
26,
1366,
62,
37266,
986,
1267,
198,
67,
796,
256,
870,
62,
7890,
796,
1366,
13,
83,
870,
62,
7890,
26,
198,
2235,
38093,
2559,
18604,
198,
31,
10951,
366,
46012,
533,
2746,
1,
198,
198,
19849,
796,
15994,
13,
19849,
62,
22595,
82,
198,
19849,
796,
15994,
13,
19849,
62,
45609,
62,
22595,
82,
198,
2,
0,
271,
22366,
7,
862,
13,
28826,
8,
11405,
14534,
13,
28826,
0,
7,
862,
13,
28826,
1776,
198,
31,
10951,
26692,
198,
76,
796,
2746,
7,
83,
870,
62,
7890,
26,
15879,
1096,
28,
7942,
8,
198,
76,
9783,
198,
2235,
38093,
2559,
18604,
198,
31,
10951,
366,
9688,
19232,
1,
198,
198,
31,
2435,
6333,
796,
1309,
1303,
34716,
82,
26,
44856,
82,
198,
220,
220,
220,
7888,
768,
796,
352,
198,
220,
220,
220,
611,
26692,
13,
38861,
1875,
352,
198,
220,
220,
220,
220,
220,
220,
220,
6291,
7,
76,
11,
399,
3843,
50,
7,
862,
13,
31975,
929,
11,
657,
13,
24,
26,
3509,
62,
18053,
28,
21,
828,
13122,
9655,
16818,
82,
22784,
26692,
13,
20214,
1343,
26692,
13,
31975,
929,
11,
26692,
13,
38861,
26,
4371,
28,
7942,
11,
7888,
768,
8,
198,
220,
220,
220,
2073,
198,
220,
220,
220,
220,
220,
220,
220,
6291,
7,
76,
11,
399,
3843,
50,
7,
862,
13,
31975,
929,
11,
657,
13,
24,
26,
3509,
62,
18053,
28,
21,
828,
26692,
13,
20214,
1343,
26692,
13,
31975,
929,
26,
4371,
28,
7942,
11,
7888,
768,
8,
1303,
26,
3509,
62,
18053,
28,
1314,
198,
220,
220,
220,
886,
198,
437,
198,
198,
67,
1428,
574,
728,
796,
2160,
7,
6333,
58,
862,
13,
31975,
929,
10,
16,
25,
437,
11,
1058,
77,
6975,
605,
62,
18224,
11,
1058,
60,
1267,
198,
31,
12860,
12312,
574,
728,
198,
198,
2235,
38093,
2559,
28,
198,
31,
10951,
366,
21928,
1,
198,
69,
15908,
796,
1628,
15908,
7203,
48922,
14,
22065,
1600,
17971,
7,
40838,
28955,
4943,
198,
69,
3672,
796,
15994,
13,
21928,
62,
43420,
7,
69,
15908,
11,
26692,
11,
1366,
11,
6333,
8,
198,
2235,
38093,
2559,
28,
198,
31,
10951,
366,
7353,
7587,
1,
198,
8081,
1538,
13,
7353,
36948,
7,
69,
3672,
26,
7110,
62,
43420,
28,
9562,
8,
198,
2235,
38093,
2559,
28,
198,
2235,
38093,
2559,
28,
198,
31,
10951,
366,
7353,
7587,
1,
198,
69,
15908,
11,
26692,
11,
24245,
796,
15994,
13,
29572,
62,
69,
3672,
7,
69,
3672,
8,
198,
79,
796,
15994,
13,
6307,
18709,
278,
17,
7,
69,
15908,
11,
26692,
11,
24245,
11,
685,
4357,
277,
3672,
8,
198,
2235,
38093,
2559,
28,
198,
31,
10951,
366,
29487,
6333,
1,
198,
29487,
62,
43420,
796,
2081,
198,
8081,
1538,
13,
29487,
62,
38861,
7,
79,
26,
7110,
62,
43420,
8,
198,
198,
2235,
38093,
2559,
28,
198,
31,
10951,
366,
32604,
29487,
1,
198,
8081,
1538,
13,
29487,
62,
1326,
504,
7,
79,
26,
7110,
62,
43420,
8,
198,
2235,
38093,
2559,
28,
198,
2,
1620,
6689,
34558,
198,
79,
796,
15994,
13,
48267,
62,
31975,
929,
7,
79,
8,
198,
8081,
1538,
13,
47356,
34558,
7,
79,
8,
198,
7890,
13,
33964,
198,
2235,
38093,
2559,
28,
198,
31,
10951,
366,
15883,
16277,
1,
198,
31197,
796,
15994,
13,
8612,
378,
62,
79,
6197,
1504,
7,
79,
1776,
198,
2235,
38093,
2559,
28,
198,
31,
10951,
366,
29487,
7652,
1,
198,
8081,
1538,
13,
29487,
62,
2301,
507,
7,
79,
11,
27809,
26,
7110,
62,
43420,
28,
7942,
8,
198,
2235,
38093,
2559,
28,
198,
31,
10951,
366,
29487,
4331,
669,
1,
198,
2,
23241,
69,
489,
1747,
87,
3419,
198,
2,
4277,
7,
7839,
10331,
7857,
796,
1160,
11,
8177,
10331,
7857,
796,
1248,
11,
6167,
10331,
7857,
796,
1248,
11,
5698,
10331,
7857,
796,
1248,
11,
4378,
10331,
7857,
796,
1105,
11,
5346,
10992,
796,
1058,
9107,
349,
1127,
11,
331,
1084,
273,
25928,
796,
2081,
8,
198,
8081,
1538,
13,
29487,
62,
34435,
7,
79,
11,
27809,
26,
7110,
62,
43420,
837,
32824,
796,
3991,
11,
1245,
62,
261,
62,
49,
83,
796,
657,
2014,
198,
8081,
1538,
13,
29487,
62,
34435,
7,
79,
11,
27809,
26,
7110,
62,
43420,
11,
32824,
796,
3991,
11,
1245,
62,
261,
62,
49,
83,
796,
362,
2014,
198,
8081,
1538,
13,
29487,
62,
34435,
7,
79,
11,
27809,
26,
7110,
62,
43420,
11,
32824,
796,
3991,
11,
1245,
62,
261,
62,
49,
83,
796,
532,
15,
13,
20,
8,
198,
198,
8081,
1538,
13,
29487,
62,
34435,
7,
79,
11,
27809,
26,
7110,
62,
43420,
11,
32824,
796,
2081,
11,
1245,
62,
261,
62,
49,
83,
796,
657,
2014,
198,
8081,
1538,
13,
29487,
62,
34435,
7,
79,
11,
27809,
26,
7110,
62,
43420,
11,
32824,
796,
2081,
11,
1245,
62,
261,
62,
49,
83,
796,
362,
2014,
198,
8081,
1538,
13,
29487,
62,
34435,
7,
79,
11,
27809,
26,
7110,
62,
43420,
11,
32824,
796,
2081,
11,
1245,
62,
261,
62,
49,
83,
796,
532,
15,
13,
20,
8,
628,
628,
628,
628,
628,
628,
628,
628,
628,
628,
628,
628,
628,
198,
198,
2235,
38093,
855,
198,
198,
6849,
796,
20650,
90,
43879,
2414,
92,
198,
53,
796,
48436,
2414,
198,
31364,
1096,
796,
2081,
198,
138,
116,
796,
256,
870,
62,
7890,
198,
31,
403,
8002,
997,
62,
672,
3168,
602,
11,
997,
62,
23350,
62,
12545,
11,
997,
62,
2301,
507,
11,
997,
62,
17034,
62,
20214,
11,
1918,
19849,
11,
997,
62,
66,
709,
2743,
689,
11,
374,
86,
9888,
11,
2291,
62,
11458,
62,
67,
28995,
11,
15003,
62,
27816,
276,
796,
7377,
116,
198,
220,
1303,
1002,
356,
836,
470,
765,
284,
4331,
262,
2003,
11,
356,
691,
761,
284,
24061,
510,
12,
1462,
640,
12,
9662,
4600,
22510,
62,
8158,
62,
9127,
1678,
58,
76,
60,
63,
198,
22510,
62,
2435,
62,
20214,
796,
997,
62,
672,
3168,
602,
198,
198,
7804,
4242,
2,
362,
2014,
640,
15874,
20728,
1271,
198,
198,
49,
15,
62,
19282,
220,
220,
220,
220,
796,
40122,
515,
7,
26447,
7,
13,
20,
11,
764,
17,
828,
657,
13,
486,
11,
4806,
8,
930,
29,
43720,
198,
49,
15,
82,
220,
220,
220,
220,
220,
220,
220,
796,
6070,
17080,
7,
2213,
19524,
515,
7,
26447,
7,
15,
13,
23,
11,
371,
15,
62,
19282,
828,
657,
1539,
604,
13,
20,
828,
997,
62,
2301,
507,
8,
930,
29,
43720,
198,
38392,
62,
17034,
220,
220,
220,
220,
220,
220,
796,
40122,
515,
7,
26447,
7,
15,
13,
18,
9,
31653,
9888,
11,
764,
2999,
9,
31653,
9888,
828,
657,
11,
764,
20,
9,
31653,
9888,
8,
930,
29,
43720,
198,
198,
77,
796,
717,
7,
997,
62,
17034,
62,
20214,
1267,
198,
15460,
298,
62,
49,
912,
62,
89,
796,
6070,
17080,
7,
39751,
312,
14214,
3304,
13,
29531,
35963,
7,
299,
10612,
997,
62,
2301,
507,
8,
930,
29,
43720,
198,
15460,
298,
62,
49,
912,
796,
39751,
312,
14214,
3304,
13,
411,
38765,
7,
41270,
62,
49,
912,
62,
89,
11,
18074,
225,
62,
17034,
11,
288,
13,
16340,
8726,
12195,
49,
15,
82,
8,
1267,
628,
198,
198,
49,
912,
796,
3195,
58,
6849,
7,
917,
891,
11,
997,
62,
2435,
62,
20214,
58,
76,
12962,
329,
285,
287,
352,
25,
22510,
62,
2301,
507,
60,
198,
361,
997,
62,
66,
709,
2743,
689,
1875,
657,
198,
220,
220,
220,
32824,
62,
10760,
796,
6070,
17080,
7,
4689,
5372,
7,
15,
11,
15,
13,
17,
828,
997,
62,
66,
709,
2743,
689,
8,
930,
29,
43720,
198,
220,
220,
220,
1245,
62,
19282,
796,
6070,
17080,
7,
43595,
5308,
272,
34,
85,
7,
15,
13,
16,
11,
657,
13,
20,
828,
997,
62,
66,
709,
2743,
689,
8,
930,
29,
43720,
198,
220,
220,
220,
3048,
62,
89,
796,
6070,
17080,
7,
337,
85,
26447,
7,
997,
62,
66,
709,
2743,
689,
11,
352,
12179,
997,
62,
2301,
507,
8,
930,
29,
43720,
198,
220,
220,
220,
3048,
796,
685,
3048,
62,
89,
58,
45299,
76,
60,
764,
9,
1245,
62,
19282,
764,
10,
32824,
62,
10760,
329,
285,
287,
352,
25,
22510,
62,
2301,
507,
60,
628,
220,
220,
220,
1303,
32824,
62,
10760,
796,
6070,
17080,
7,
5518,
35470,
7,
15,
13,
17,
828,
997,
62,
66,
709,
2743,
689,
8,
198,
220,
220,
220,
1303,
1245,
62,
19282,
796,
6070,
17080,
7,
43595,
5308,
272,
34,
85,
7,
15,
13,
16,
11,
657,
13,
20,
828,
997,
62,
66,
709,
2743,
689,
8,
198,
220,
220,
220,
1303,
44762,
62,
34435,
62,
17080,
81,
62,
1831,
796,
14435,
12195,
32824,
62,
10760,
11,
1245,
62,
19282,
1267,
198,
220,
220,
220,
1303,
44762,
62,
34435,
62,
17080,
81,
796,
7177,
17080,
7,
40122,
515,
12195,
44762,
62,
34435,
62,
17080,
81,
62,
1831,
11,
6632,
7,
53,
828,
569,
7,
18943,
8,
1267,
1267,
198,
220,
220,
220,
1303,
3048,
796,
6070,
17080,
7,
44762,
62,
34435,
62,
17080,
81,
11,
997,
62,
2301,
507,
1267,
628,
220,
220,
220,
611,
7377,
116,
13,
43616,
541,
41158,
19482,
198,
220,
220,
220,
220,
220,
220,
220,
39751,
312,
14214,
3304,
13,
43616,
541,
41158,
19482,
0,
7,
49,
912,
11,
7377,
116,
11,
3991,
11,
41270,
62,
49,
912,
11,
371,
15,
82,
11,
18074,
225,
62,
17034,
11,
3048,
8,
198,
220,
220,
220,
2073,
198,
220,
220,
220,
220,
220,
220,
220,
39751,
312,
14214,
3304,
13,
76,
2966,
0,
7,
49,
912,
11,
7377,
116,
11,
3991,
11,
41270,
62,
49,
912,
11,
371,
15,
82,
11,
18074,
225,
62,
17034,
11,
3048,
8,
198,
220,
220,
220,
886,
198,
17772,
198,
220,
220,
220,
39751,
312,
14214,
3304,
13,
25120,
62,
16783,
591,
0,
7,
49,
912,
11,
7377,
116,
11,
3991,
11,
41270,
62,
49,
912,
11,
371,
15,
82,
11,
18074,
225,
62,
17034,
8,
198,
437,
198,
29487,
7,
15460,
298,
62,
49,
912,
62,
89,
58,
45299,
18,
4357,
36066,
28,
25,
30191,
8,
198,
29487,
7,
138,
116,
13,
8726,
12195,
15460,
298,
62,
49,
912,
58,
45299,
16,
46570,
36066,
28,
25,
30191,
8,
198,
29487,
7,
67,
13,
19581,
58,
16,
4357,
371,
912,
58,
16,
4357,
36066,
28,
25,
30191,
8,
198,
7804,
4242,
513,
2014,
10280,
17262,
198,
893,
796,
7177,
17080,
7,
16870,
35470,
12195,
15003,
62,
27816,
276,
4008,
930,
29,
43720,
628,
198,
3605,
306,
62,
27816,
5379,
220,
220,
220,
220,
220,
796,
3195,
58,
6849,
7,
917,
891,
11,
997,
62,
2435,
62,
20214,
58,
76,
12962,
329,
285,
287,
352,
25,
22510,
62,
2301,
507,
60,
198,
34,
709,
312,
14214,
3304,
13,
27816,
507,
0,
7,
3605,
306,
62,
27816,
5379,
11,
7377,
116,
11,
331,
82,
11,
371,
912,
8,
198,
29487,
7,
67,
13,
19581,
58,
16,
4357,
8308,
62,
27816,
5379,
58,
16,
4357,
36066,
28,
25,
30191,
8,
198,
198,
2,
16079,
0,
7,
3605,
306,
62,
27816,
5379,
11,
23818,
62,
27816,
5379,
11,
4050,
62,
49,
912,
11,
7377,
116,
11,
46651,
11,
331,
82,
11,
371,
912,
8,
198,
7804,
21017,
604,
2014,
27099,
3799,
2977,
198,
34703,
62,
72,
17,
67,
796,
40122,
515,
7,
26447,
7,
2481,
13,
6469,
11,
352,
13,
486,
828,
1248,
11,
1987,
8,
930,
29,
43720,
198,
38392,
62,
72,
17,
67,
796,
40122,
515,
7,
26447,
7,
19,
13,
2075,
11,
642,
13,
1507,
828,
352,
11,
1478,
8,
930,
29,
43720,
198,
312,
81,
220,
220,
796,
40122,
515,
7,
26447,
7,
23,
14,
12825,
11,
352,
14,
12825,
828,
352,
14,
12825,
11,
1315,
14,
12825,
8,
930,
29,
43720,
198,
139,
243,
62,
67,
220,
220,
796,
40122,
515,
7,
26447,
7,
1120,
11,
838,
828,
1160,
11,
4806,
8,
930,
29,
43720,
628,
198,
10464,
820,
10760,
62,
14323,
11141,
796,
6070,
17080,
7,
35277,
488,
1616,
26933,
22,
11,
22,
11,
22,
11,
22,
11,
22,
11,
18,
11,
16,
46570,
997,
62,
2301,
507,
8,
930,
29,
43720,
198,
10464,
820,
10760,
796,
3195,
58,
6849,
7,
917,
891,
11,
767,
8,
329,
285,
287,
352,
25,
22510,
62,
2301,
507,
60,
198,
34,
709,
312,
14214,
3304,
13,
10464,
820,
10760,
0,
7,
10464,
820,
10760,
11,
28269,
10760,
62,
14323,
11141,
8,
198,
198,
21017,
9912,
1245,
198,
37689,
10760,
796,
6070,
17080,
7,
43303,
7,
16,
11,
16,
828,
997,
62,
2301,
507,
8,
930,
29,
43720,
198,
198,
40319,
62,
29468,
62,
22595,
82,
220,
220,
220,
796,
3195,
58,
6849,
7,
917,
891,
11,
997,
62,
2435,
62,
20214,
58,
76,
12962,
329,
285,
287,
352,
25,
22510,
62,
2301,
507,
60,
198,
22595,
82,
62,
672,
3168,
341,
62,
19849,
796,
39751,
312,
14214,
3304,
13,
20916,
820,
28115,
2567,
31310,
17633,
17,
7,
198,
220,
220,
220,
1918,
19849,
11,
18919,
62,
72,
17,
67,
11,
18074,
225,
62,
72,
17,
67,
11,
4686,
81,
11,
18074,
243,
62,
67,
11,
2938,
62,
29468,
62,
22595,
82,
11,
28269,
10760,
11,
9912,
10760,
11,
15879,
1096,
198,
8,
198,
198,
2,
7040,
62,
672,
3168,
341,
62,
19849,
796,
39751,
312,
14214,
3304,
13,
26437,
31310,
17633,
17,
7,
22595,
19849,
11,
18919,
62,
72,
17,
67,
11,
18074,
225,
62,
72,
17,
67,
11,
4686,
81,
11,
18074,
243,
62,
67,
11,
2938,
62,
29468,
62,
22595,
82,
11,
15879,
1096,
8,
198,
198,
34,
709,
312,
14214,
3304,
13,
40319,
0,
7,
22595,
82,
62,
672,
3168,
341,
62,
19849,
11,
8308,
62,
27816,
5379,
8,
198,
29487,
7,
67,
13,
19581,
58,
16,
4357,
2938,
62,
29468,
62,
22595,
82,
58,
16,
4357,
36066,
28,
25,
30191,
8,
628,
198,
7804,
21017,
604,
2014,
8996,
2746,
284,
13050,
198,
2235,
604,
13,
16,
8,
12414,
4436,
4582,
198,
198,
158,
226,
241,
220,
796,
6632,
7,
53,
8,
198,
158,
226,
241,
15853,
39751,
312,
14214,
3304,
13,
6404,
12315,
7,
22595,
82,
62,
672,
3168,
341,
62,
19849,
11,
7377,
116,
13,
22595,
82,
8,
198
] | 2.72693 | 3,186 |
<filename>src/unresolved/1232.check-if-it-is-a-straight-line.jl
# ---
# title: 1232. Check If It Is a Straight Line
# id: problem1232
# author: <NAME>
# date: 2020-10-31
# difficulty: Easy
# categories: Array, Math, Geometry
# link: <https://leetcode.com/problems/check-if-it-is-a-straight-line/description/>
# hidden: true
# ---
#
# You are given an array `coordinates`, `coordinates[i] = [x, y]`, where `[x,
# y]` represents the coordinate of a point. Check if these points make a
# straight line in the XY plane.
#
#
#
#
#
# **Example 1:**
#
# 
#
#
#
# Input: coordinates = [[1,2],[2,3],[3,4],[4,5],[5,6],[6,7]]
# Output: true
#
#
# **Example 2:**
#
# ****
#
#
#
# Input: coordinates = [[1,1],[2,2],[3,4],[4,5],[5,6],[7,7]]
# Output: false
#
#
#
#
# **Constraints:**
#
# * `2 <= coordinates.length <= 1000`
# * `coordinates[i].length == 2`
# * `-10^4 <= coordinates[i][0], coordinates[i][1] <= 10^4`
# * `coordinates` contains no duplicate point.
#
#
## @lc code=start
using LeetCode
## add your code here:
## @lc code=end
| [
27,
34345,
29,
10677,
14,
403,
411,
5634,
14,
1065,
2624,
13,
9122,
12,
361,
12,
270,
12,
271,
12,
64,
12,
42729,
12,
1370,
13,
20362,
198,
2,
11420,
198,
2,
3670,
25,
1105,
2624,
13,
6822,
1002,
632,
1148,
257,
27680,
6910,
198,
2,
4686,
25,
1917,
1065,
2624,
198,
2,
1772,
25,
1279,
20608,
29,
198,
2,
3128,
25,
12131,
12,
940,
12,
3132,
198,
2,
8722,
25,
16789,
198,
2,
9376,
25,
15690,
11,
16320,
11,
2269,
15748,
198,
2,
2792,
25,
1279,
5450,
1378,
293,
316,
8189,
13,
785,
14,
1676,
22143,
14,
9122,
12,
361,
12,
270,
12,
271,
12,
64,
12,
42729,
12,
1370,
14,
11213,
15913,
198,
2,
7104,
25,
2081,
198,
2,
11420,
198,
2,
220,
198,
2,
921,
389,
1813,
281,
7177,
4600,
37652,
17540,
47671,
4600,
37652,
17540,
58,
72,
60,
796,
685,
87,
11,
331,
60,
47671,
810,
4600,
58,
87,
11,
198,
2,
331,
60,
63,
6870,
262,
20435,
286,
257,
966,
13,
6822,
611,
777,
2173,
787,
257,
198,
2,
3892,
1627,
287,
262,
41420,
6614,
13,
198,
2,
220,
198,
2,
220,
198,
2,
220,
198,
2,
220,
198,
2,
220,
198,
2,
12429,
16281,
352,
25,
1174,
198,
2,
220,
198,
2,
5145,
58,
16151,
5450,
1378,
19668,
13,
293,
316,
8189,
13,
785,
14,
39920,
14,
23344,
14,
940,
14,
1314,
14,
2797,
7803,
12,
10989,
6713,
12,
17,
13,
9479,
8,
198,
2,
220,
198,
2,
220,
220,
220,
220,
220,
198,
2,
220,
220,
220,
220,
220,
198,
2,
220,
220,
220,
220,
23412,
25,
22715,
796,
16410,
16,
11,
17,
38430,
17,
11,
18,
38430,
18,
11,
19,
38430,
19,
11,
20,
38430,
20,
11,
21,
38430,
21,
11,
22,
11907,
198,
2,
220,
220,
220,
220,
25235,
25,
2081,
198,
2,
220,
220,
220,
220,
220,
198,
2,
220,
198,
2,
12429,
16281,
362,
25,
1174,
198,
2,
220,
198,
2,
12429,
0,
58,
16151,
5450,
1378,
19668,
13,
293,
316,
8189,
13,
785,
14,
39920,
14,
23344,
14,
940,
14,
2931,
14,
2797,
7803,
12,
10989,
6713,
12,
16,
13,
9479,
8,
1174,
198,
2,
220,
198,
2,
220,
220,
220,
220,
220,
198,
2,
220,
220,
220,
220,
220,
198,
2,
220,
220,
220,
220,
23412,
25,
22715,
796,
16410,
16,
11,
16,
38430,
17,
11,
17,
38430,
18,
11,
19,
38430,
19,
11,
20,
38430,
20,
11,
21,
38430,
22,
11,
22,
11907,
198,
2,
220,
220,
220,
220,
25235,
25,
3991,
198,
2,
220,
220,
220,
220,
220,
198,
2,
220,
198,
2,
220,
198,
2,
220,
198,
2,
12429,
3103,
2536,
6003,
25,
1174,
198,
2,
220,
198,
2,
220,
220,
1635,
4600,
17,
19841,
22715,
13,
13664,
19841,
8576,
63,
198,
2,
220,
220,
1635,
4600,
37652,
17540,
58,
72,
4083,
13664,
6624,
362,
63,
198,
2,
220,
220,
1635,
4600,
12,
940,
61,
19,
19841,
22715,
58,
72,
7131,
15,
4357,
22715,
58,
72,
7131,
16,
60,
19841,
838,
61,
19,
63,
198,
2,
220,
220,
1635,
4600,
37652,
17540,
63,
4909,
645,
23418,
966,
13,
198,
2,
220,
198,
2,
220,
198,
2235,
2488,
44601,
2438,
28,
9688,
198,
3500,
1004,
316,
10669,
198,
198,
2235,
751,
534,
2438,
994,
25,
198,
2235,
2488,
44601,
2438,
28,
437,
198
] | 2.273723 | 548 |
# Use baremodule to shave off a few KB from the serialized `.ji` file
baremodule Ogg_jll
using Base
using Base: UUID
import JLLWrappers
JLLWrappers.@generate_main_file_header("Ogg")
JLLWrappers.@generate_main_file("Ogg", UUID("e7412a2a-1a6e-54c0-be00-318e2571c051"))
end # module Ogg_jll
| [
2,
5765,
6247,
21412,
284,
34494,
572,
257,
1178,
14204,
422,
262,
11389,
1143,
4600,
13,
7285,
63,
2393,
198,
49382,
21412,
440,
1130,
62,
73,
297,
198,
3500,
7308,
198,
3500,
7308,
25,
471,
27586,
198,
11748,
449,
3069,
36918,
11799,
198,
198,
41,
3069,
36918,
11799,
13,
31,
8612,
378,
62,
12417,
62,
7753,
62,
25677,
7203,
46,
1130,
4943,
198,
41,
3069,
36918,
11799,
13,
31,
8612,
378,
62,
12417,
62,
7753,
7203,
46,
1130,
1600,
471,
27586,
7203,
68,
4524,
1065,
64,
17,
64,
12,
16,
64,
21,
68,
12,
4051,
66,
15,
12,
1350,
405,
12,
36042,
68,
1495,
4869,
66,
2713,
16,
48774,
198,
437,
220,
1303,
8265,
440,
1130,
62,
73,
297,
198
] | 2.416667 | 120 |
<gh_stars>0
# This file manages the tests for the `Exceptions.jl` package
# A flag to throw the first captured exception back
fatalerrors = length(ARGS) > 0 && ARGS[1] == "-f"
# A flag to hide additional LoadErrors
quiet = length(ARGS) > 0 && ARGS[1] == "-q"
# A flag to check if any error occurred
anyerrors = false
# Specify tests
tests_dir = joinpath(@__DIR__, "tests")
tests = ["exception.jl"]
# Print info
println("\e[1;32mRUNNING TESTS\e[0m for `Exceptions.jl`")
# Run tests
for test in joinpath.(tests_dir, tests)
# Run a test
try
include(test)
# If everything is fine, print about that
println("\e[1;32mPASSED\e[0m: $(basename(test))")
# If error occurred, note that
catch e
# Alter the global variable
global anyerrors = true
# Print about the fail
println("\e[1;31mFAILED\e[0m: $(basename(test))")
# Exit immediately is needed
if fatalerrors
rethrow(e)
# Show the error if needed
elseif !quiet
showerror(stdout, e, backtrace())
println()
end
end
end
# If any errors, throw an exception
anyerrors && throw("Some tests have failed.")
| [
27,
456,
62,
30783,
29,
15,
198,
2,
770,
2393,
15314,
262,
5254,
329,
262,
4600,
3109,
11755,
13,
20362,
63,
5301,
198,
198,
2,
317,
6056,
284,
3714,
262,
717,
7907,
6631,
736,
198,
69,
10254,
48277,
796,
4129,
7,
1503,
14313,
8,
1875,
657,
11405,
5923,
14313,
58,
16,
60,
6624,
27444,
69,
1,
198,
198,
2,
317,
6056,
284,
7808,
3224,
8778,
9139,
5965,
198,
39624,
796,
4129,
7,
1503,
14313,
8,
1875,
657,
11405,
5923,
14313,
58,
16,
60,
6624,
27444,
80,
1,
198,
198,
2,
317,
6056,
284,
2198,
611,
597,
4049,
5091,
198,
1092,
48277,
796,
3991,
198,
198,
2,
18291,
1958,
5254,
198,
41989,
62,
15908,
796,
4654,
6978,
7,
31,
834,
34720,
834,
11,
366,
41989,
4943,
198,
41989,
796,
14631,
1069,
4516,
13,
20362,
8973,
198,
198,
2,
12578,
7508,
198,
35235,
7203,
59,
68,
58,
16,
26,
2624,
76,
49,
4944,
15871,
309,
1546,
4694,
59,
68,
58,
15,
76,
329,
4600,
3109,
11755,
13,
20362,
63,
4943,
198,
198,
2,
5660,
5254,
198,
1640,
1332,
287,
4654,
6978,
12195,
41989,
62,
15908,
11,
5254,
8,
628,
220,
220,
220,
1303,
5660,
257,
1332,
198,
220,
220,
220,
1949,
628,
220,
220,
220,
220,
220,
220,
220,
2291,
7,
9288,
8,
628,
220,
220,
220,
220,
220,
220,
220,
1303,
1002,
2279,
318,
3734,
11,
3601,
546,
326,
198,
220,
220,
220,
220,
220,
220,
220,
44872,
7203,
59,
68,
58,
16,
26,
2624,
76,
47924,
1961,
59,
68,
58,
15,
76,
25,
29568,
12093,
12453,
7,
9288,
4008,
4943,
628,
220,
220,
220,
1303,
1002,
4049,
5091,
11,
3465,
326,
198,
220,
220,
220,
4929,
304,
628,
220,
220,
220,
220,
220,
220,
220,
1303,
32770,
262,
3298,
7885,
198,
220,
220,
220,
220,
220,
220,
220,
3298,
597,
48277,
796,
2081,
628,
220,
220,
220,
220,
220,
220,
220,
1303,
12578,
546,
262,
2038,
198,
220,
220,
220,
220,
220,
220,
220,
44872,
7203,
59,
68,
58,
16,
26,
3132,
76,
7708,
4146,
1961,
59,
68,
58,
15,
76,
25,
29568,
12093,
12453,
7,
9288,
4008,
4943,
628,
220,
220,
220,
220,
220,
220,
220,
1303,
29739,
3393,
318,
2622,
198,
220,
220,
220,
220,
220,
220,
220,
611,
10800,
48277,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
302,
16939,
7,
68,
8,
198,
220,
220,
220,
220,
220,
220,
220,
1303,
5438,
262,
4049,
611,
2622,
198,
220,
220,
220,
220,
220,
220,
220,
2073,
361,
5145,
39624,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
14643,
1472,
7,
19282,
448,
11,
304,
11,
736,
40546,
28955,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
44872,
3419,
198,
220,
220,
220,
220,
220,
220,
220,
886,
628,
220,
220,
220,
886,
198,
437,
198,
198,
2,
1002,
597,
8563,
11,
3714,
281,
6631,
198,
1092,
48277,
11405,
3714,
7203,
4366,
5254,
423,
4054,
19570,
198
] | 2.462322 | 491 |
"""
Base.rand(randomwalk::RandomWalk{<:AbstractArray{<:DataType}, <:AbstractArray{<:Real},
<:Sampleable}, ntimesteps::Integer) -> Matrix{Int}
Simulate `randomwalk` for `ntimesteps` time-steps over an integer lattice, returning one
sample path (i.e. trajectory) of length `ntimesteps`.
The time steps represented in the sample path are `0, 1, ..., ntimesteps-1`, for we start
with an initial state.
##### Complexity
- Time complexity: `O(n)`.
"""
function Base.rand(randomwalk::RandomWalk{<:AbstractArray{<:DataType},
<:AbstractArray{<:Real},
<:Sampleable}, ntimesteps::Integer)
# allocate memory
realizationmatrix = Matrix{Int}(undef, ntimesteps,
length(randomwalk.initialstate))
realizationmatrix[1,:] = randomwalk.initialstate
# draw a random step
change = rand(randomwalk.stepsampler)
for step in 2:ntimesteps
realizationmatrix[step,:] = realizationmatrix[step-1,:] + change
change = rand(randomwalk.stepsampler)
end
return realizationmatrix
end
"""
Base.rand(randomwalk::RandomWalk{<:DataType, <:Real, <:Sampleable,
ntimesteps::Integer) -> Vector{Int}
Simulate a one-dimensional `randomwalk` for `ntimesteps` time-steps, returning one sample
path (i.e. trajectory) of length `ntimesteps`.
The time steps represented in the sample path are `0, 1, ..., ntimesteps-1`, for we start
with an initial state.
##### Complexity
- Time complexity: `O(n)`.
"""
function Base.rand(randomwalk::RandomWalk{<:DataType, <:Real, <:Sampleable},
ntimesteps::Integer)
# allocate memory
realizationvec = Vector{eltype(randomwalk)}(undef, ntimesteps)
realizationvec[1] = randomwalk.initialstate
# draw a random step
change = rand(randomwalk.stepsampler)[1]
for step in 2:ntimesteps
realizationvec[step] = realizationvec[step-1] + change
change = rand(randomwalk.stepsampler)[1]
end
return realizationvec
end
"""
Base.rand(randomwalk::RandomWalk{<:AbstractGraph, <:Integer, <:Sampleable},
ntimesteps::Integer) -> Vector{Int}
Simulate `randomwalk` for `ntimesteps` time-steps over a graph, returning one sample path
(i.e. trajectory) of length `ntimesteps`.
The time steps represented in the sample path are `0, 1, ..., ntimesteps-1`, for we start
with an initial state.
##### Complexity
- Time complexity: `O(n)`.
"""
function Base.rand(randomwalk::RandomWalk{<:AbstractGraph, <:Integer, <:Sampleable},
ntimesteps::Integer)
# allocate memory
realizationvec = Vector{eltype(randomwalk)}(undef, ntimesteps)
realizationvec[1] = randomwalk.initialstate
for step in 2:ntimesteps
# draw a neighbor at random
realizationvec[step] = NeighborSampler(randomwalk.statespace,
realizationvec[step-1]) |> rand
end
return realizationvec
end
| [
37811,
198,
220,
220,
220,
7308,
13,
25192,
7,
25120,
11152,
3712,
29531,
35963,
90,
27,
25,
23839,
19182,
90,
27,
25,
6601,
6030,
5512,
1279,
25,
23839,
19182,
90,
27,
25,
15633,
5512,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1279,
25,
36674,
540,
5512,
299,
16514,
395,
25386,
3712,
46541,
8,
4613,
24936,
90,
5317,
92,
198,
198,
8890,
5039,
4600,
25120,
11152,
63,
329,
4600,
429,
320,
395,
25386,
63,
640,
12,
20214,
625,
281,
18253,
47240,
501,
11,
8024,
530,
198,
39873,
3108,
357,
72,
13,
68,
13,
22942,
8,
286,
4129,
4600,
429,
320,
395,
25386,
44646,
198,
198,
464,
640,
4831,
7997,
287,
262,
6291,
3108,
389,
4600,
15,
11,
352,
11,
2644,
11,
299,
16514,
395,
25386,
12,
16,
47671,
329,
356,
923,
198,
4480,
281,
4238,
1181,
13,
198,
198,
4242,
2,
19157,
414,
198,
12,
3862,
13357,
25,
4600,
46,
7,
77,
8,
44646,
198,
37811,
198,
8818,
7308,
13,
25192,
7,
25120,
11152,
3712,
29531,
35963,
90,
27,
25,
23839,
19182,
90,
27,
25,
6601,
6030,
5512,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1279,
25,
23839,
19182,
90,
27,
25,
15633,
5512,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1279,
25,
36674,
540,
5512,
299,
16514,
395,
25386,
3712,
46541,
8,
198,
220,
220,
220,
1303,
31935,
4088,
198,
220,
220,
220,
23258,
6759,
8609,
796,
24936,
90,
5317,
92,
7,
917,
891,
11,
299,
16514,
395,
25386,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
4129,
7,
25120,
11152,
13,
36733,
5219,
4008,
198,
220,
220,
220,
23258,
6759,
8609,
58,
16,
11,
47715,
796,
4738,
11152,
13,
36733,
5219,
198,
220,
220,
220,
1303,
3197,
257,
4738,
2239,
198,
220,
220,
220,
1487,
796,
43720,
7,
25120,
11152,
13,
20214,
321,
20053,
8,
198,
220,
220,
220,
329,
2239,
287,
362,
25,
429,
320,
395,
25386,
198,
220,
220,
220,
220,
220,
220,
220,
23258,
6759,
8609,
58,
9662,
11,
47715,
796,
23258,
6759,
8609,
58,
9662,
12,
16,
11,
47715,
1343,
1487,
198,
220,
220,
220,
220,
220,
220,
220,
1487,
796,
43720,
7,
25120,
11152,
13,
20214,
321,
20053,
8,
198,
220,
220,
220,
886,
198,
220,
220,
220,
1441,
23258,
6759,
8609,
198,
437,
198,
198,
37811,
198,
220,
220,
220,
7308,
13,
25192,
7,
25120,
11152,
3712,
29531,
35963,
90,
27,
25,
6601,
6030,
11,
1279,
25,
15633,
11,
1279,
25,
36674,
540,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
299,
16514,
395,
25386,
3712,
46541,
8,
4613,
20650,
90,
5317,
92,
198,
198,
8890,
5039,
257,
530,
12,
19577,
4600,
25120,
11152,
63,
329,
4600,
429,
320,
395,
25386,
63,
640,
12,
20214,
11,
8024,
530,
6291,
198,
6978,
357,
72,
13,
68,
13,
22942,
8,
286,
4129,
4600,
429,
320,
395,
25386,
44646,
198,
198,
464,
640,
4831,
7997,
287,
262,
6291,
3108,
389,
4600,
15,
11,
352,
11,
2644,
11,
299,
16514,
395,
25386,
12,
16,
47671,
329,
356,
923,
198,
4480,
281,
4238,
1181,
13,
198,
198,
4242,
2,
19157,
414,
198,
12,
3862,
13357,
25,
4600,
46,
7,
77,
8,
44646,
198,
37811,
198,
8818,
7308,
13,
25192,
7,
25120,
11152,
3712,
29531,
35963,
90,
27,
25,
6601,
6030,
11,
1279,
25,
15633,
11,
1279,
25,
36674,
540,
5512,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
299,
16514,
395,
25386,
3712,
46541,
8,
198,
220,
220,
220,
1303,
31935,
4088,
198,
220,
220,
220,
23258,
35138,
796,
20650,
90,
417,
4906,
7,
25120,
11152,
38165,
7,
917,
891,
11,
299,
16514,
395,
25386,
8,
198,
220,
220,
220,
23258,
35138,
58,
16,
60,
796,
4738,
11152,
13,
36733,
5219,
198,
220,
220,
220,
1303,
3197,
257,
4738,
2239,
198,
220,
220,
220,
1487,
796,
43720,
7,
25120,
11152,
13,
20214,
321,
20053,
38381,
16,
60,
198,
220,
220,
220,
329,
2239,
287,
362,
25,
429,
320,
395,
25386,
198,
220,
220,
220,
220,
220,
220,
220,
23258,
35138,
58,
9662,
60,
796,
23258,
35138,
58,
9662,
12,
16,
60,
1343,
1487,
198,
220,
220,
220,
220,
220,
220,
220,
1487,
796,
43720,
7,
25120,
11152,
13,
20214,
321,
20053,
38381,
16,
60,
198,
220,
220,
220,
886,
198,
220,
220,
220,
1441,
23258,
35138,
198,
437,
198,
198,
37811,
198,
220,
220,
220,
7308,
13,
25192,
7,
25120,
11152,
3712,
29531,
35963,
90,
27,
25,
23839,
37065,
11,
1279,
25,
46541,
11,
1279,
25,
36674,
540,
5512,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
299,
16514,
395,
25386,
3712,
46541,
8,
4613,
20650,
90,
5317,
92,
198,
198,
8890,
5039,
4600,
25120,
11152,
63,
329,
4600,
429,
320,
395,
25386,
63,
640,
12,
20214,
625,
257,
4823,
11,
8024,
530,
6291,
3108,
198,
7,
72,
13,
68,
13,
22942,
8,
286,
4129,
4600,
429,
320,
395,
25386,
44646,
198,
198,
464,
640,
4831,
7997,
287,
262,
6291,
3108,
389,
4600,
15,
11,
352,
11,
2644,
11,
299,
16514,
395,
25386,
12,
16,
47671,
329,
356,
923,
198,
4480,
281,
4238,
1181,
13,
198,
198,
4242,
2,
19157,
414,
198,
12,
3862,
13357,
25,
4600,
46,
7,
77,
8,
44646,
198,
37811,
198,
8818,
7308,
13,
25192,
7,
25120,
11152,
3712,
29531,
35963,
90,
27,
25,
23839,
37065,
11,
1279,
25,
46541,
11,
1279,
25,
36674,
540,
5512,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
299,
16514,
395,
25386,
3712,
46541,
8,
198,
220,
220,
220,
1303,
31935,
4088,
198,
220,
220,
220,
23258,
35138,
796,
20650,
90,
417,
4906,
7,
25120,
11152,
38165,
7,
917,
891,
11,
299,
16514,
395,
25386,
8,
198,
220,
220,
220,
23258,
35138,
58,
16,
60,
796,
4738,
11152,
13,
36733,
5219,
198,
220,
220,
220,
329,
2239,
287,
362,
25,
429,
320,
395,
25386,
198,
220,
220,
220,
220,
220,
220,
220,
1303,
3197,
257,
4780,
379,
4738,
198,
220,
220,
220,
220,
220,
220,
220,
23258,
35138,
58,
9662,
60,
796,
28708,
16305,
20053,
7,
25120,
11152,
13,
27219,
10223,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
23258,
35138,
58,
9662,
12,
16,
12962,
930,
29,
43720,
198,
220,
220,
220,
886,
198,
220,
220,
220,
1441,
23258,
35138,
198,
437,
198
] | 2.470445 | 1,235 |
<filename>tutorials/Land/Soil/PhaseChange/freezing_front.jl
# # Modeling a freezing front in unsaturated soil
# Before reading this tutorial,
# we recommend that you look over the coupled energy
# and water [tutorial](../Coupled/equilibrium_test.md).
# That tutorial showed how to solve the heat equation for soil volumetric
# internal energy `ρe_int`, simultaneously
# with Richards equation for volumetric liquid water fraction `ϑ_l`, assuming zero
# volumetric ice fraction `θ_i` for all time, everywhere in the domain[^a].
# In this example, we add in a source term to the right hand side for both `θ_i`
# and `ϑ_l` which models freezing and thawing and conserves water mass during the process.
# The equations are
# ``
# \frac{∂ ρe_{int}}{∂ t} = ∇ ⋅ κ(θ_l, θ_i; ν, ...) ∇T + ∇ ⋅ ρe_{int_{liq}} K (T,θ_l, θ_i; ν, ...) \nabla h( ϑ_l, z; ν, ...)
# ``
# ``
# \frac{ ∂ ϑ_l}{∂ t} = ∇ ⋅ K (T,θ_l, θ_i; ν, ...) ∇h( ϑ_l, z; ν, ...) -\frac{F_T}{ρ_l}
# ``
# ``
# \frac{ ∂ θ_i}{∂ t} = \frac{F_T}{ρ_i}
# ``
# Here
# ``t`` is the time (s),
# ``z`` is the location in the vertical (m),
# ``ρe_{int}`` is the volumetric internal energy of the soil (J/m^3),
# ``T`` is the temperature of the soil (K),
# ``κ`` is the thermal conductivity (W/m/K),
# ``ρe_{int_{liq}}`` is the volumetric internal energy of liquid water (J/m^3),
# ``K`` is the hydraulic conductivity (m/s),
# ``h`` is the hydraulic head (m),
# ``ϑ_l`` is the augmented volumetric liquid water fraction,
# ``θ_i`` is the volumetric ice fraction,
# ``ν, ...`` denotes parameters relating to soil type, such as porosity, and
# ``F_T`` is the freeze-thaw term.
# To begin, we will show how to implement adding in this source term. After the results are obtained,
# we will [explain](#Discussion-and-Model-Explanation) how our model parameterizes this effect and
# compare the results with some analytic expections.
# We solve these equations in an effectively 1-d domain with ``z ∈ [-0.2,0]``,
# and with the following boundary and initial conditions:
# ``- κ ∇T(t, z = 0) = 28 W/m^2/K (T - 267.15K) ẑ``
# ``- κ ∇T(t, z= -0.2) = 0 ẑ ``
# `` T(t = 0, z) = 279.85 K``
# ``- K ∇h(t, z = 0) = 0 ẑ ``
# `` -K ∇h(t, z = -0.2) = 0 ẑ``
# `` ϑ_l(t = 0, z) = 0.33 ``.
# The problem setup and soil properties are chosen to match the lab experiment of [Mizoguchi1990](@cite), as detailed in [Hansson2004](@cite) and [DallAmico2011](@cite)].
# # Import necessary modules
# External (non - CliMA) modules
using MPI
using OrderedCollections
using StaticArrays
using Statistics
using Test
using DelimitedFiles
using Plots
# CliMA Parameters
using CLIMAParameters
struct EarthParameterSet <: AbstractEarthParameterSet end
const param_set = EarthParameterSet()
using CLIMAParameters.Planet: ρ_cloud_liq
using CLIMAParameters.Planet: ρ_cloud_ice
# ClimateMachine modules
using ClimateMachine
using ClimateMachine.Land
using ClimateMachine.Land.SoilWaterParameterizations
using ClimateMachine.Land.SoilHeatParameterizations
using ClimateMachine.Mesh.Topologies
using ClimateMachine.Mesh.Grids
using ClimateMachine.DGMethods
using ClimateMachine.DGMethods.NumericalFluxes
using ClimateMachine.DGMethods: BalanceLaw, LocalGeometry
using ClimateMachine.MPIStateArrays
using ClimateMachine.GenericCallbacks
using ClimateMachine.SystemSolvers
using ClimateMachine.ODESolvers
using ClimateMachine.VariableTemplates
using ClimateMachine.SingleStackUtils
using ClimateMachine.BalanceLaws:
BalanceLaw, Prognostic, Auxiliary, Gradient, GradientFlux, vars_state
using ClimateMachine.ArtifactWrappers
# # Preliminary set-up
# Get the parameter set, which holds constants used across CliMA models:
struct EarthParameterSet <: AbstractEarthParameterSet end
const param_set = EarthParameterSet();
# Initialize and pick a floating point precision:
ClimateMachine.init()
const FT = Float64;
# Load plot helpers:
const clima_dir = dirname(dirname(pathof(ClimateMachine)));
include(joinpath(clima_dir, "docs", "plothelpers.jl"));
# # Simulation specific parameters
N_poly = 1
nelem_vert = 20
zmax = FT(0)
zmin = FT(-0.2)
t0 = FT(0)
dt = FT(6)
timeend = FT(3600 * 50)
n_outputs = 50
every_x_simulation_time = ceil(Int, timeend / n_outputs)
Δ = abs(zmin - zmax) / FT(nelem_vert);
# # Soil properties.
# All are given in mks units.
ν = FT(0.535)
θ_r = FT(0.05)
S_s = FT(1e-3)
Ksat = FT(3.2e-6)
vg_α = 1.11
vg_n = 1.48;
ν_ss_quartz = FT(0.7)
ν_ss_minerals = FT(0.0)
ν_ss_om = FT(0.3)
ν_ss_gravel = FT(0.0);
κ_quartz = FT(7.7)
κ_minerals = FT(2.4)
κ_om = FT(0.25)
κ_liq = FT(0.57)
κ_ice = FT(2.29);
κ_solid = k_solid(ν_ss_om, ν_ss_quartz, κ_quartz, κ_minerals, κ_om)
κ_sat_frozen = ksat_frozen(κ_solid, ν, κ_ice)
κ_sat_unfrozen = ksat_unfrozen(κ_solid, ν, κ_liq);
ρp = FT(3200)
ρc_ds = FT((1 - ν) * 2.3e6);
soil_param_functions = SoilParamFunctions{FT}(
porosity = ν,
Ksat = Ksat,
S_s = S_s,
θ_r = θ_r,
ν_ss_gravel = ν_ss_gravel,
ν_ss_om = ν_ss_om,
ν_ss_quartz = ν_ss_quartz,
ρc_ds = ρc_ds,
ρp = ρp,
κ_solid = κ_solid,
κ_sat_unfrozen = κ_sat_unfrozen,
κ_sat_frozen = κ_sat_frozen,
);
# # Build the model
# Initial and Boundary conditions. The default initial condition for
# `θ_i` is zero everywhere, so we don't modify that. Furthermore, since
# the equation for `θ_i` does not involve spatial derivatives, we don't need
# to supply boundary conditions for it.
zero_flux = (aux, t) -> eltype(aux)(0.0)
surface_heat_flux =
(aux, t) -> eltype(aux)(28) * (aux.soil.heat.T - eltype(aux)(273.15 - 6))
T_init = aux -> eltype(aux)(279.85)
ϑ_l0 = (aux) -> eltype(aux)(0.33);
bc = LandDomainBC(
bottom_bc = LandComponentBC(
soil_heat = Neumann(zero_flux),
soil_water = Neumann(zero_flux),
),
surface_bc = LandComponentBC(
soil_heat = Neumann(surface_heat_flux),
soil_water = Neumann(zero_flux),
),
);
# Create the [`SoilWaterModel`](@ref ClimateMachine.Land.SoilWaterModel),
# [`SoilHeatModel`](@ref ClimateMachine.Land.SoilHeatModel),
# and the [`SoilModel`](@ref ClimateMachine.Land.SoilModel) instances.
# Note that we are allowing for the hydraulic conductivity to be affected by
# both temperature and ice fraction by choosing the following
# [`viscosity_factor`](@ref ClimateMachine.Land.SoilWaterParameterizations.viscosity_factor)
# and [`impedance_factor`](@ref ClimateMachine.Land.SoilWaterParameterizations.impedance_factor).
# To turn these off - the default - just remove these lines. These factors are explained more
# [here](../Water/hydraulic_functions.md).
soil_water_model = SoilWaterModel(
FT;
viscosity_factor = TemperatureDependentViscosity{FT}(),
moisture_factor = MoistureDependent{FT}(),
impedance_factor = IceImpedance{FT}(Ω = 7.0),
hydraulics = vanGenuchten{FT}(α = vg_α, n = vg_n),
initialϑ_l = ϑ_l0,
)
soil_heat_model = SoilHeatModel(FT; initialT = T_init);
m_soil = SoilModel(soil_param_functions, soil_water_model, soil_heat_model);
# Create the source term instance. Our phase change model requires
# knowledge of the vertical spacing, so we pass
# that information in via an attribute of the
# [`PhaseChange`](@ref ClimateMachine.Land.PhaseChange) structure.
freeze_thaw_source = PhaseChange{FT}(Δz = Δ);
# Sources are added as elements of a list of sources. Here we just add freezing
# and thawing.
sources = (freeze_thaw_source,);
# Next, we define the required `init_soil!` function, which takes the user
# specified functions of space for `T_init` and `ϑ_l0` and initializes the state
# variables of volumetric internal energy and augmented liquid fraction. This requires
# a conversion from `T` to `ρe_int`.
function init_soil!(land, state, aux, localgeo, time)
myFT = eltype(state)
ϑ_l = myFT(land.soil.water.initialϑ_l(aux))
θ_i = myFT(land.soil.water.initialθ_i(aux))
state.soil.water.ϑ_l = ϑ_l
state.soil.water.θ_i = θ_i
param_set = land.param_set
θ_l = volumetric_liquid_fraction(ϑ_l, land.soil.param_functions.porosity)
ρc_ds = land.soil.param_functions.ρc_ds
ρc_s = volumetric_heat_capacity(θ_l, θ_i, ρc_ds, param_set)
state.soil.heat.ρe_int = volumetric_internal_energy(
θ_i,
ρc_s,
land.soil.heat.initialT(aux),
param_set,
)
end;
# Lastly, package it all up in the `LandModel`:
m = LandModel(
param_set,
m_soil;
boundary_conditions = bc,
source = sources,
init_state_prognostic = init_soil!,
);
# # Build the simulation domain, solver, and callbacks
driver_config = ClimateMachine.SingleStackConfiguration(
"LandModel",
N_poly,
nelem_vert,
zmax,
param_set,
m;
zmin = zmin,
numerical_flux_first_order = CentralNumericalFluxFirstOrder(),
);
solver_config =
ClimateMachine.SolverConfiguration(t0, timeend, driver_config, ode_dt = dt);
dg = solver_config.dg
Q = solver_config.Q
state_types = (Prognostic(), Auxiliary(), GradientFlux())
dons_arr = Dict[dict_of_nodal_states(solver_config, state_types; interp = true)]
time_data = FT[0]
callback = GenericCallbacks.EveryXSimulationTime(every_x_simulation_time) do
dons = dict_of_nodal_states(solver_config, state_types; interp = true)
push!(dons_arr, dons)
push!(time_data, gettime(solver_config.solver))
nothing
end;
# # Run the simulation, and plot the output
ClimateMachine.invoke!(solver_config; user_callbacks = (callback,));
z = get_z(solver_config.dg.grid; rm_dupes = true);
output_dir = @__DIR__;
mkpath(output_dir);
export_plot(
z,
time_data[[1, 16, 31, 46]] ./ (60 * 60),
dons_arr[[1, 16, 31, 46]],
("soil.water.ϑ_l",),
joinpath(output_dir, "moisture_plot.png");
xlabel = "ϑ_l",
ylabel = "z (m)",
time_units = "hrs ",
)
# 
export_plot(
z,
time_data[[1, 16, 31, 46]] ./ (60 * 60),
dons_arr[[1, 16, 31, 46]],
("soil.water.θ_i",),
joinpath(output_dir, "ice_plot.png");
xlabel = "θ_i",
ylabel = "z (m)",
time_units = "hrs ",
legend = :bottomright,
)
# 
export_plot(
z,
time_data[[1, 16, 31, 46]] ./ (60 * 60),
dons_arr[[1, 16, 31, 46]],
("soil.heat.T",),
joinpath(output_dir, "T_plot.png");
xlabel = "T (K)",
ylabel = "z (m)",
time_units = "hrs ",
)
# 
# # Comparison to data
# This data was obtained by us from the figures of [Hansson2004](@cite), but was originally obtained
# by [Mizoguchi1990](@cite). No error bars were reported, and we haven't quantified the error in our
# estimation of the data from images.
dataset = ArtifactWrapper(
@__DIR__,
isempty(get(ENV, "CI", "")),
"mizoguchi",
ArtifactFile[ArtifactFile(
url = "https://caltech.box.com/shared/static/3xbo4rlam8u390vmucc498cao6wmqlnd.csv",
filename = "mizoguchi_all_data.csv",
),],
);
dataset_path = get_data_folder(dataset);
data = joinpath(dataset_path, "mizoguchi_all_data.csv")
ds = readdlm(data, ',')
hours = ds[:, 1][2:end]
vwc = ds[:, 2][2:end] ./ 100.0
depth = ds[:, 3][2:end]
mask_12h = hours .== 12
mask_24h = hours .== 24
mask_50h = hours .== 50;
plot_12h =
scatter(vwc[mask_12h], -depth[mask_12h], label = "", color = "purple")
plot!(
dons_arr[13]["soil.water.θ_i"] .+ dons_arr[13]["soil.water.ϑ_l"],
z,
label = "",
color = "green",
)
plot!(title = "12h")
plot!(xlim = [0.2, 0.55])
plot!(xticks = [0.2, 0.3, 0.4, 0.5])
plot!(ylabel = "Depth (m)");
plot_24h =
scatter(vwc[mask_24h], -depth[mask_24h], label = "Data", color = "purple")
plot!(
dons_arr[25]["soil.water.θ_i"] .+ dons_arr[25]["soil.water.ϑ_l"],
z,
label = "Simulation",
color = "green",
)
plot!(title = "24h")
plot!(legend = :bottomright)
plot!(xlim = [0.2, 0.55])
plot!(xticks = [0.2, 0.3, 0.4, 0.5]);
plot_50h =
scatter(vwc[mask_50h], -depth[mask_50h], label = "", color = "purple")
plot!(
dons_arr[51]["soil.water.θ_i"] .+ dons_arr[51]["soil.water.ϑ_l"],
z,
label = "",
color = "green",
)
plot!(title = "50h")
plot!(xlim = [0.2, 0.55])
plot!(xticks = [0.2, 0.3, 0.4, 0.5]);
plot(plot_12h, plot_24h, plot_50h, layout = (1, 3))
plot!(xlabel = "θ_l+θ_i")
savefig("mizoguchi_data_comparison.png")
# 
# # Discussion and Model Explanation
# To begin, let's observe that the freeze thaw source term alone conserves water mass, as
# it satisfies
# ``
# ρ_l \partial_tϑ_l + ρ_i \partial_tθ_i = -F_T + F_T = 0
# ``
# Next, we describe how we define `F_T`.
# The Clausius-Clapeyron (CC) equation defines a pressure-temperature curve along which two
# phases can co-exist. It assumes that the phases are at equal temperature and pressures.
# For water in soil, however, the liquid water experiences pressure `ρ_l g ψ`, where
# `ψ` is the matric potential. A more general form of the CC equation allows for different
# pressures in the two phases. Usually the ice pressure is taken to be zero, which is reasonable
# for unsaturated freezing soils. In saturated soils, freezing can lead to heaving of the soil which
# we do not model. After that assumption is made, we obtain that, below freezing (``T < T_f``)
# ``
# \frac{dp_l}{ρ_l} = L_f \frac{dT}{T},
# ``
# or
# ``
# p_l = p_{l,0} + L_f ρ_l \frac{T-T_f}{T_f} \mathcal{H}(T_f-T)
# ``
# where we have assumed that assumed `T` is near the freezing point, and then
# performed a Taylor explansion of the logarithm,
# and we are ignoring the freezing point depression, which is small (less than one degree) for
# non-clay soils. What we have sketched is further explained in [DallAmico2011](@cite) and [KurylykWatanabe2013](@cite).
# What this implies is that above the freezing point, the pressure is equal to ``p_{l,0}``,
# which is independent of temperature. Once the temperature drops below the freezing point,
# the pressure drops. Since prior to freezing, the pressure ``p_{l,0}`` is equal to
# `ρ_l g ψ(θ_l)`, water undergoing freezing alone (without flowing) should satisfy ([DallAmico2011](@cite)):
# ``
# p_{l,0} = ρ_l g ψ(θ_l+ρ_iθ_i/ρ_l)
# ``
# where `ψ` is the matric potential function of van Genuchten. At each step, we know both
# the water and ice contents, as well as the temperature, and can then solve for
# ``
# θ_{l}^* = (ν-θ_r) ψ^{-1}(p_l/(ρ_l g)) + θ_r.
# ``
# For freezing, the freeze thaw function `F_T` is equal to
# ``
# F_T = \frac{1}{τ} ρ_l (θ_l-θ_{l}^*) \mathcal{H}(T_f-T) \mathcal{H}(θ_l-θ_{l}^*)
# ``
# which brings the `θ_l` to a value which satisfies `p_l = ρ_l g ψ(θ_l)`.
# This is why, in our simulation, we see the liquid
# water fraction approaches a constant around 0.075 in the frozen region, rather than the residual fraction
# of 0.019, or 0. This behavior is observed, for example, in the experiments of [Watanabe2011](@cite).
# Although this approach may indicate that we should replace the pressure head appearing in the
# diffusive water flux term in Richards equation ([DallAmico2011](@cite)), we do not do so at present. As such, we may not be modeling
# the flow of water around the freezing front properly. However, we still observe cryosuction, which
# is the flow of water towards the freezing front, from the unfrozen side. As the water freezes, the liquid
# water content drops,
# setting up a larger gradient in matric potential across the freezing front, which generates upward flow
# against gravity. This is evident because the total water content at the top is larger at the end of the
# simulation
# than it was at `t=0` (when it was 0.33).
# This model differs from others (e.g. [Painter2011](@cite), [Hansson2004](@cite), [DallAmico2011](@cite)) in that it requires us to set a timescale for the phase change, `τ`.
# In a first-order
# phase transition, the temperature is fixed while the necessary latent heat is either lost or gained by the
# system. Ignoring
# changes in internal energy due to flowing water, we would expect
# ``
# \partial_t ρe_{int} \approx (ρ_l c_l \partial_t θ_l + ρ_i c_i \partial_t θ_i) (T-T_0) -ρ_i L_f \partial_t θ_i
# ``
# ``
# = [(c_i-c_l) (T-T_0) -L_f]F_T \approx -L_f F_T
# ``
# or
# ``
# F_T ∼ \frac{κ|∇²T|}{L_f} ∼\frac{κ}{c̃ Δz²}\frac{c̃ |∂zT| Δz}{L_f}
# ``
# suggesting
# ``
# τ ∼ τ_{LTE}\frac{ρ_lL_f (ν-θ_r)}{c̃ |∂zT| Δz}
# ``
# with
# ``
# τ_{LTE}= c̃ Δz²/κ
# ``
# This is the value we use. This seems to work adequately for modeling freezing front propagation and
# cryosuction, via comparisons with [Mizoguchi1990](@cite), but we plan to revisit it in the future. For example,
# we do not see a strong temperature plateau at the freezing point ([Watanabe2011](@cite)),
# which we would expect while the phase change is occuring. Experimentally, this timescale also affects the abruptness of the freezing front, which our simulation softens.
# # References
# - [Mizoguchi1990](@cite)
# - [Hansson2004](@cite)
# - [DallAmico2011](@cite)
# - [KurylykWatanabe2013](@cite)
# - [Watanabe2011](@cite)
# - [Painter2011](@cite)
# [^a]:
# Note that `θ_i` is always treated as a prognostic variable
# in the `SoilWaterModel`, but with
# zero terms on the RHS unless freezing and thawing is turn on, as demonstrated in this
# tutorial. That means that the user could, in principle, set the initial condition to be nonzero
# (`θ_i(x, y, z ,t=0) = 0` is the default), which in turn would allow a nonzero `θ_i`
# profile to affect things like thermal conductivity, etc,
# in a consistent way. However, it would not be enforced that ``θ_l+θ_i \leq ν``, because there would
# be no physics linking the liquid and water content to each other, and they are independent
# variables in our model. We don't envision this being a common use case.
| [
27,
34345,
29,
83,
44917,
82,
14,
22342,
14,
2396,
346,
14,
35645,
19400,
14,
5787,
9510,
62,
8534,
13,
20362,
198,
2,
1303,
9104,
278,
257,
20884,
2166,
287,
5576,
30192,
9260,
198,
198,
2,
7413,
3555,
428,
11808,
11,
220,
198,
2,
356,
4313,
326,
345,
804,
625,
262,
18064,
2568,
198,
2,
290,
1660,
685,
83,
44917,
16151,
40720,
34,
280,
10137,
14,
4853,
24741,
62,
9288,
13,
9132,
737,
198,
2,
1320,
11808,
3751,
703,
284,
8494,
262,
4894,
16022,
329,
9260,
2322,
388,
19482,
198,
2,
5387,
2568,
4600,
33643,
68,
62,
600,
47671,
11640,
198,
2,
351,
14743,
16022,
329,
2322,
388,
19482,
8122,
1660,
13390,
4600,
139,
239,
62,
75,
47671,
13148,
6632,
198,
2,
2322,
388,
19482,
4771,
13390,
4600,
138,
116,
62,
72,
63,
329,
477,
640,
11,
8347,
287,
262,
7386,
58,
61,
64,
4083,
198,
2,
554,
428,
1672,
11,
356,
751,
287,
257,
2723,
3381,
284,
262,
826,
1021,
1735,
329,
1111,
4600,
138,
116,
62,
72,
63,
198,
2,
290,
4600,
139,
239,
62,
75,
63,
543,
4981,
20884,
290,
294,
707,
278,
290,
4055,
274,
1660,
2347,
1141,
262,
1429,
13,
198,
2,
383,
27490,
389,
628,
198,
2,
7559,
198,
2,
3467,
31944,
90,
24861,
224,
18074,
223,
68,
23330,
600,
11709,
90,
24861,
224,
256,
92,
796,
220,
18872,
229,
2343,
233,
227,
7377,
118,
7,
138,
116,
62,
75,
11,
7377,
116,
62,
72,
26,
7377,
121,
11,
2644,
8,
18872,
229,
51,
1343,
18872,
229,
2343,
233,
227,
18074,
223,
68,
23330,
600,
23330,
4528,
80,
11709,
509,
357,
51,
11,
138,
116,
62,
75,
11,
7377,
116,
62,
72,
26,
7377,
121,
11,
2644,
8,
3467,
77,
397,
5031,
289,
7,
18074,
239,
62,
75,
11,
1976,
26,
7377,
121,
11,
2644,
8,
198,
2,
7559,
198,
198,
2,
7559,
198,
2,
3467,
31944,
90,
18872,
224,
18074,
239,
62,
75,
18477,
24861,
224,
256,
92,
796,
18872,
229,
2343,
233,
227,
509,
357,
51,
11,
138,
116,
62,
75,
11,
7377,
116,
62,
72,
26,
7377,
121,
11,
2644,
8,
18872,
229,
71,
7,
18074,
239,
62,
75,
11,
1976,
26,
7377,
121,
11,
2644,
8,
532,
59,
31944,
90,
37,
62,
51,
18477,
33643,
62,
75,
92,
198,
2,
7559,
198,
198,
2,
7559,
198,
2,
3467,
31944,
90,
18872,
224,
7377,
116,
62,
72,
18477,
24861,
224,
256,
92,
796,
3467,
31944,
90,
37,
62,
51,
18477,
33643,
62,
72,
92,
198,
2,
7559,
198,
198,
2,
3423,
198,
198,
2,
7559,
83,
15506,
318,
262,
640,
357,
82,
828,
198,
198,
2,
7559,
89,
15506,
318,
262,
4067,
287,
262,
11723,
357,
76,
828,
198,
198,
2,
7559,
33643,
68,
23330,
600,
92,
15506,
318,
262,
2322,
388,
19482,
5387,
2568,
286,
262,
9260,
357,
41,
14,
76,
61,
18,
828,
198,
198,
2,
7559,
51,
15506,
318,
262,
5951,
286,
262,
9260,
357,
42,
828,
198,
198,
2,
7559,
43000,
15506,
318,
262,
18411,
3189,
3458,
357,
54,
14,
76,
14,
42,
828,
198,
198,
2,
7559,
33643,
68,
23330,
600,
23330,
4528,
80,
11709,
15506,
318,
262,
2322,
388,
19482,
5387,
2568,
286,
8122,
1660,
357,
41,
14,
76,
61,
18,
828,
198,
198,
2,
7559,
42,
15506,
318,
262,
34797,
3189,
3458,
357,
76,
14,
82,
828,
198,
198,
2,
7559,
71,
15506,
318,
262,
34797,
1182,
357,
76,
828,
198,
198,
2,
7559,
139,
239,
62,
75,
15506,
318,
262,
30259,
2322,
388,
19482,
8122,
1660,
13390,
11,
198,
198,
2,
7559,
138,
116,
62,
72,
15506,
318,
262,
2322,
388,
19482,
4771,
13390,
11,
198,
198,
2,
7559,
26180,
11,
2644,
15506,
43397,
10007,
11270,
284,
9260,
2099,
11,
884,
355,
16964,
16579,
11,
290,
198,
198,
2,
7559,
37,
62,
51,
15506,
318,
262,
16611,
12,
400,
707,
3381,
13,
198,
198,
2,
1675,
2221,
11,
356,
481,
905,
703,
284,
3494,
4375,
287,
428,
2723,
3381,
13,
2293,
262,
2482,
389,
6492,
11,
198,
2,
356,
481,
685,
20676,
391,
16151,
2,
34255,
12,
392,
12,
17633,
12,
3109,
11578,
341,
8,
703,
674,
2746,
11507,
4340,
428,
1245,
290,
198,
2,
8996,
262,
2482,
351,
617,
49166,
1607,
507,
13,
198,
198,
2,
775,
8494,
777,
27490,
287,
281,
6840,
352,
12,
67,
7386,
351,
7559,
89,
18872,
230,
25915,
15,
13,
17,
11,
15,
60,
15506,
11,
198,
2,
290,
351,
262,
1708,
18645,
290,
4238,
3403,
25,
198,
198,
2,
7559,
12,
7377,
118,
18872,
229,
51,
7,
83,
11,
1976,
796,
657,
8,
796,
2579,
370,
14,
76,
61,
17,
14,
42,
357,
51,
532,
37364,
13,
1314,
42,
8,
1976,
136,
224,
15506,
198,
198,
2,
7559,
12,
7377,
118,
18872,
229,
51,
7,
83,
11,
1976,
28,
532,
15,
13,
17,
8,
796,
220,
657,
1976,
136,
224,
7559,
198,
198,
2,
7559,
309,
7,
83,
796,
657,
11,
1976,
8,
796,
39466,
13,
5332,
509,
15506,
198,
198,
2,
7559,
12,
509,
18872,
229,
71,
7,
83,
11,
1976,
796,
657,
8,
796,
657,
1976,
136,
224,
7559,
198,
198,
2,
7559,
532,
42,
18872,
229,
71,
7,
83,
11,
1976,
796,
532,
15,
13,
17,
8,
796,
657,
1976,
136,
224,
15506,
198,
198,
2,
7559,
18074,
239,
62,
75,
7,
83,
796,
657,
11,
1976,
8,
796,
657,
13,
2091,
7559,
13,
198,
198,
2,
383,
1917,
9058,
290,
9260,
6608,
389,
7147,
284,
2872,
262,
2248,
6306,
286,
685,
44,
528,
519,
22200,
19891,
16151,
31,
66,
578,
828,
355,
6496,
287,
685,
39,
44038,
15724,
16151,
31,
66,
578,
8,
290,
685,
35,
439,
5840,
3713,
9804,
16151,
31,
66,
578,
25295,
198,
198,
2,
1303,
17267,
3306,
13103,
198,
2,
34579,
357,
13159,
532,
1012,
72,
5673,
8,
13103,
198,
3500,
4904,
40,
198,
3500,
14230,
1068,
5216,
26448,
198,
3500,
36125,
3163,
20477,
198,
3500,
14370,
198,
3500,
6208,
198,
3500,
4216,
320,
863,
25876,
198,
3500,
1345,
1747,
198,
198,
2,
1012,
72,
5673,
40117,
198,
3500,
7852,
3955,
2969,
41158,
7307,
198,
7249,
3668,
36301,
7248,
1279,
25,
27741,
22840,
36301,
7248,
886,
198,
9979,
5772,
62,
2617,
796,
3668,
36301,
7248,
3419,
198,
3500,
7852,
3955,
2969,
41158,
7307,
13,
41801,
25,
18074,
223,
62,
17721,
62,
4528,
80,
198,
3500,
7852,
3955,
2969,
41158,
7307,
13,
41801,
25,
18074,
223,
62,
17721,
62,
501,
198,
198,
2,
13963,
37573,
13103,
198,
3500,
13963,
37573,
198,
3500,
13963,
37573,
13,
22342,
198,
3500,
13963,
37573,
13,
22342,
13,
2396,
346,
19184,
36301,
4582,
198,
3500,
13963,
37573,
13,
22342,
13,
2396,
346,
39596,
36301,
4582,
198,
3500,
13963,
37573,
13,
37031,
13,
9126,
5823,
198,
3500,
13963,
37573,
13,
37031,
13,
8642,
2340,
198,
3500,
13963,
37573,
13,
35,
38,
46202,
198,
3500,
13963,
37573,
13,
35,
38,
46202,
13,
45,
6975,
605,
37,
22564,
274,
198,
3500,
13963,
37573,
13,
35,
38,
46202,
25,
22924,
16966,
11,
10714,
10082,
15748,
198,
3500,
13963,
37573,
13,
7378,
40,
9012,
3163,
20477,
198,
3500,
13963,
37573,
13,
46189,
14134,
10146,
198,
3500,
13963,
37573,
13,
11964,
36949,
690,
198,
3500,
13963,
37573,
13,
3727,
1546,
349,
690,
198,
3500,
13963,
37573,
13,
43015,
12966,
17041,
198,
3500,
13963,
37573,
13,
28008,
25896,
18274,
4487,
198,
3500,
13963,
37573,
13,
45866,
43,
8356,
25,
198,
220,
220,
220,
22924,
16966,
11,
1041,
4593,
15132,
11,
47105,
28129,
11,
17701,
1153,
11,
17701,
1153,
37,
22564,
11,
410,
945,
62,
5219,
198,
3500,
13963,
37573,
13,
8001,
29660,
36918,
11799,
198,
198,
2,
1303,
28887,
38429,
900,
12,
929,
198,
198,
2,
3497,
262,
11507,
900,
11,
543,
6622,
38491,
973,
1973,
1012,
72,
5673,
4981,
25,
198,
7249,
3668,
36301,
7248,
1279,
25,
27741,
22840,
36301,
7248,
886,
198,
9979,
5772,
62,
2617,
796,
3668,
36301,
7248,
9783,
198,
2,
20768,
1096,
290,
2298,
257,
12462,
966,
15440,
25,
198,
37649,
37573,
13,
15003,
3419,
198,
9979,
19446,
796,
48436,
2414,
26,
198,
198,
2,
8778,
7110,
49385,
25,
198,
9979,
5424,
64,
62,
15908,
796,
26672,
3672,
7,
15908,
3672,
7,
6978,
1659,
7,
37649,
37573,
4008,
1776,
198,
17256,
7,
22179,
6978,
7,
565,
8083,
62,
15908,
11,
366,
31628,
1600,
366,
29487,
16794,
364,
13,
20362,
4943,
1776,
628,
198,
2,
1303,
41798,
2176,
10007,
198,
45,
62,
35428,
796,
352,
198,
710,
10671,
62,
1851,
796,
1160,
198,
89,
9806,
796,
19446,
7,
15,
8,
198,
89,
1084,
796,
19446,
32590,
15,
13,
17,
8,
198,
83,
15,
796,
19446,
7,
15,
8,
198,
28664,
796,
19446,
7,
21,
8,
198,
2435,
437,
796,
19446,
7,
2623,
405,
1635,
2026,
8,
198,
77,
62,
22915,
82,
796,
2026,
198,
16833,
62,
87,
62,
14323,
1741,
62,
2435,
796,
2906,
346,
7,
5317,
11,
640,
437,
1220,
299,
62,
22915,
82,
8,
198,
138,
242,
796,
2352,
7,
89,
1084,
532,
1976,
9806,
8,
1220,
19446,
7,
710,
10671,
62,
1851,
1776,
198,
198,
2,
1303,
1406,
346,
6608,
13,
198,
2,
1439,
389,
1813,
287,
285,
591,
4991,
13,
198,
26180,
796,
19446,
7,
15,
13,
44465,
8,
198,
138,
116,
62,
81,
796,
19446,
7,
15,
13,
2713,
8,
198,
50,
62,
82,
796,
19446,
7,
16,
68,
12,
18,
8,
198,
42,
49720,
796,
19446,
7,
18,
13,
17,
68,
12,
21,
8,
198,
45119,
62,
17394,
796,
352,
13,
1157,
198,
45119,
62,
77,
796,
352,
13,
2780,
26,
198,
198,
26180,
62,
824,
62,
421,
13636,
796,
19446,
7,
15,
13,
22,
8,
198,
26180,
62,
824,
62,
1084,
263,
874,
796,
19446,
7,
15,
13,
15,
8,
198,
26180,
62,
824,
62,
296,
796,
19446,
7,
15,
13,
18,
8,
198,
26180,
62,
824,
62,
70,
25843,
796,
19446,
7,
15,
13,
15,
1776,
198,
43000,
62,
421,
13636,
796,
19446,
7,
22,
13,
22,
8,
198,
43000,
62,
1084,
263,
874,
796,
19446,
7,
17,
13,
19,
8,
198,
43000,
62,
296,
796,
19446,
7,
15,
13,
1495,
8,
198,
43000,
62,
4528,
80,
796,
19446,
7,
15,
13,
3553,
8,
198,
43000,
62,
501,
796,
19446,
7,
17,
13,
1959,
1776,
198,
43000,
62,
39390,
796,
479,
62,
39390,
7,
26180,
62,
824,
62,
296,
11,
7377,
121,
62,
824,
62,
421,
13636,
11,
7377,
118,
62,
421,
13636,
11,
7377,
118,
62,
1084,
263,
874,
11,
7377,
118,
62,
296,
8,
198,
43000,
62,
49720,
62,
69,
42005,
796,
479,
49720,
62,
69,
42005,
7,
43000,
62,
39390,
11,
7377,
121,
11,
7377,
118,
62,
501,
8,
198,
43000,
62,
49720,
62,
403,
69,
42005,
796,
479,
49720,
62,
403,
69,
42005,
7,
43000,
62,
39390,
11,
7377,
121,
11,
7377,
118,
62,
4528,
80,
1776,
198,
33643,
79,
796,
19446,
7,
18,
2167,
8,
198,
33643,
66,
62,
9310,
796,
19446,
19510,
16,
532,
7377,
121,
8,
1635,
362,
13,
18,
68,
21,
1776,
628,
198,
568,
346,
62,
17143,
62,
12543,
2733,
796,
1406,
346,
22973,
24629,
2733,
90,
9792,
92,
7,
198,
220,
220,
220,
16964,
16579,
796,
7377,
121,
11,
198,
220,
220,
220,
509,
49720,
796,
509,
49720,
11,
198,
220,
220,
220,
311,
62,
82,
796,
311,
62,
82,
11,
198,
220,
220,
220,
7377,
116,
62,
81,
796,
7377,
116,
62,
81,
11,
198,
220,
220,
220,
7377,
121,
62,
824,
62,
70,
25843,
796,
7377,
121,
62,
824,
62,
70,
25843,
11,
198,
220,
220,
220,
7377,
121,
62,
824,
62,
296,
796,
7377,
121,
62,
824,
62,
296,
11,
198,
220,
220,
220,
7377,
121,
62,
824,
62,
421,
13636,
796,
7377,
121,
62,
824,
62,
421,
13636,
11,
198,
220,
220,
220,
18074,
223,
66,
62,
9310,
796,
18074,
223,
66,
62,
9310,
11,
198,
220,
220,
220,
18074,
223,
79,
796,
18074,
223,
79,
11,
198,
220,
220,
220,
7377,
118,
62,
39390,
796,
7377,
118,
62,
39390,
11,
198,
220,
220,
220,
7377,
118,
62,
49720,
62,
403,
69,
42005,
796,
7377,
118,
62,
49720,
62,
403,
69,
42005,
11,
198,
220,
220,
220,
7377,
118,
62,
49720,
62,
69,
42005,
796,
7377,
118,
62,
49720,
62,
69,
42005,
11,
198,
1776,
198,
198,
2,
1303,
10934,
262,
2746,
198,
2,
20768,
290,
30149,
560,
3403,
13,
383,
4277,
4238,
4006,
329,
198,
2,
4600,
138,
116,
62,
72,
63,
318,
6632,
8347,
11,
523,
356,
836,
470,
13096,
326,
13,
11399,
11,
1201,
198,
2,
262,
16022,
329,
4600,
138,
116,
62,
72,
63,
857,
407,
6211,
21739,
28486,
11,
356,
836,
470,
761,
198,
2,
284,
5127,
18645,
3403,
329,
340,
13,
198,
22570,
62,
69,
22564,
796,
357,
14644,
11,
256,
8,
4613,
1288,
4906,
7,
14644,
5769,
15,
13,
15,
8,
198,
42029,
62,
25080,
62,
69,
22564,
796,
198,
220,
220,
220,
357,
14644,
11,
256,
8,
4613,
1288,
4906,
7,
14644,
5769,
2078,
8,
1635,
357,
14644,
13,
568,
346,
13,
25080,
13,
51,
532,
1288,
4906,
7,
14644,
5769,
27367,
13,
1314,
532,
718,
4008,
198,
51,
62,
15003,
796,
27506,
4613,
1288,
4906,
7,
14644,
5769,
26050,
13,
5332,
8,
198,
139,
239,
62,
75,
15,
796,
357,
14644,
8,
4613,
1288,
4906,
7,
14644,
5769,
15,
13,
2091,
1776,
198,
198,
15630,
796,
6379,
43961,
2749,
7,
198,
220,
220,
220,
4220,
62,
15630,
796,
6379,
21950,
2749,
7,
198,
220,
220,
220,
220,
220,
220,
220,
9260,
62,
25080,
796,
3169,
40062,
7,
22570,
62,
69,
22564,
828,
198,
220,
220,
220,
220,
220,
220,
220,
9260,
62,
7050,
796,
3169,
40062,
7,
22570,
62,
69,
22564,
828,
198,
220,
220,
220,
10612,
198,
220,
220,
220,
4417,
62,
15630,
796,
6379,
21950,
2749,
7,
198,
220,
220,
220,
220,
220,
220,
220,
9260,
62,
25080,
796,
3169,
40062,
7,
42029,
62,
25080,
62,
69,
22564,
828,
198,
220,
220,
220,
220,
220,
220,
220,
9260,
62,
7050,
796,
3169,
40062,
7,
22570,
62,
69,
22564,
828,
198,
220,
220,
220,
10612,
198,
1776,
198,
198,
2,
13610,
262,
685,
63,
2396,
346,
19184,
17633,
63,
16151,
31,
5420,
13963,
37573,
13,
22342,
13,
2396,
346,
19184,
17633,
828,
198,
2,
685,
63,
2396,
346,
39596,
17633,
63,
16151,
31,
5420,
13963,
37573,
13,
22342,
13,
2396,
346,
39596,
17633,
828,
198,
2,
290,
262,
685,
63,
2396,
346,
17633,
63,
16151,
31,
5420,
13963,
37573,
13,
22342,
13,
2396,
346,
17633,
8,
10245,
13,
198,
2,
5740,
326,
356,
389,
5086,
329,
262,
34797,
3189,
3458,
284,
307,
5676,
416,
198,
2,
1111,
5951,
290,
4771,
13390,
416,
11236,
262,
1708,
198,
2,
685,
63,
85,
2304,
16579,
62,
31412,
63,
16151,
31,
5420,
13963,
37573,
13,
22342,
13,
2396,
346,
19184,
36301,
4582,
13,
85,
2304,
16579,
62,
31412,
8,
198,
2,
290,
685,
63,
320,
9124,
590,
62,
31412,
63,
16151,
31,
5420,
13963,
37573,
13,
22342,
13,
2396,
346,
19184,
36301,
4582,
13,
320,
9124,
590,
62,
31412,
737,
198,
2,
1675,
1210,
777,
572,
532,
262,
4277,
532,
655,
4781,
777,
3951,
13,
2312,
5087,
389,
4893,
517,
198,
2,
685,
1456,
16151,
40720,
19184,
14,
15511,
430,
28575,
62,
12543,
2733,
13,
9132,
737,
198,
568,
346,
62,
7050,
62,
19849,
796,
1406,
346,
19184,
17633,
7,
198,
220,
220,
220,
19446,
26,
198,
220,
220,
220,
1490,
6966,
414,
62,
31412,
796,
34467,
35,
8682,
53,
2304,
16579,
90,
9792,
92,
22784,
198,
220,
220,
220,
20160,
62,
31412,
796,
4270,
396,
495,
35,
8682,
90,
9792,
92,
22784,
198,
220,
220,
220,
47472,
62,
31412,
796,
6663,
26950,
276,
590,
90,
9792,
92,
7,
138,
102,
796,
767,
13,
15,
828,
198,
220,
220,
220,
25039,
377,
873,
796,
5719,
13746,
794,
1452,
90,
9792,
92,
7,
17394,
796,
410,
70,
62,
17394,
11,
299,
796,
410,
70,
62,
77,
828,
198,
220,
220,
220,
4238,
139,
239,
62,
75,
796,
18074,
239,
62,
75,
15,
11,
198,
8,
198,
198,
568,
346,
62,
25080,
62,
19849,
796,
1406,
346,
39596,
17633,
7,
9792,
26,
4238,
51,
796,
309,
62,
15003,
1776,
198,
198,
76,
62,
568,
346,
796,
1406,
346,
17633,
7,
568,
346,
62,
17143,
62,
12543,
2733,
11,
9260,
62,
7050,
62,
19849,
11,
9260,
62,
25080,
62,
19849,
1776,
198,
198,
2,
13610,
262,
2723,
3381,
4554,
13,
3954,
7108,
1487,
2746,
4433,
198,
2,
3725,
286,
262,
11723,
31050,
11,
523,
356,
1208,
198,
2,
326,
1321,
287,
2884,
281,
11688,
286,
262,
198,
2,
685,
63,
35645,
19400,
63,
16151,
31,
5420,
13963,
37573,
13,
22342,
13,
35645,
19400,
8,
4645,
13,
198,
5787,
2736,
62,
400,
707,
62,
10459,
796,
18983,
19400,
90,
9792,
92,
7,
138,
242,
89,
796,
37455,
1776,
198,
198,
2,
26406,
389,
2087,
355,
4847,
286,
257,
1351,
286,
4237,
13,
3423,
356,
655,
751,
20884,
198,
2,
290,
294,
707,
278,
13,
198,
82,
2203,
796,
357,
5787,
2736,
62,
400,
707,
62,
10459,
11,
1776,
198,
198,
2,
7406,
11,
356,
8160,
262,
2672,
4600,
15003,
62,
568,
346,
0,
63,
2163,
11,
543,
2753,
262,
2836,
198,
2,
7368,
5499,
286,
2272,
329,
4600,
51,
62,
15003,
63,
290,
4600,
139,
239,
62,
75,
15,
63,
290,
4238,
4340,
262,
1181,
198,
2,
9633,
286,
2322,
388,
19482,
5387,
2568,
290,
30259,
8122,
13390,
13,
770,
4433,
198,
2,
257,
11315,
422,
4600,
51,
63,
284,
4600,
33643,
68,
62,
600,
44646,
198,
8818,
2315,
62,
568,
346,
0,
7,
1044,
11,
1181,
11,
27506,
11,
1957,
469,
78,
11,
640,
8,
198,
220,
220,
220,
616,
9792,
796,
1288,
4906,
7,
5219,
8,
198,
220,
220,
220,
18074,
239,
62,
75,
796,
616,
9792,
7,
1044,
13,
568,
346,
13,
7050,
13,
36733,
139,
239,
62,
75,
7,
14644,
4008,
198,
220,
220,
220,
7377,
116,
62,
72,
796,
616,
9792,
7,
1044,
13,
568,
346,
13,
7050,
13,
36733,
138,
116,
62,
72,
7,
14644,
4008,
198,
220,
220,
220,
1181,
13,
568,
346,
13,
7050,
13,
139,
239,
62,
75,
796,
18074,
239,
62,
75,
198,
220,
220,
220,
1181,
13,
568,
346,
13,
7050,
13,
138,
116,
62,
72,
796,
7377,
116,
62,
72,
198,
220,
220,
220,
5772,
62,
2617,
796,
1956,
13,
17143,
62,
2617,
628,
220,
220,
220,
7377,
116,
62,
75,
796,
2322,
388,
19482,
62,
39250,
62,
69,
7861,
7,
139,
239,
62,
75,
11,
1956,
13,
568,
346,
13,
17143,
62,
12543,
2733,
13,
1819,
16579,
8,
198,
220,
220,
220,
18074,
223,
66,
62,
9310,
796,
1956,
13,
568,
346,
13,
17143,
62,
12543,
2733,
13,
33643,
66,
62,
9310,
198,
220,
220,
220,
18074,
223,
66,
62,
82,
796,
2322,
388,
19482,
62,
25080,
62,
42404,
7,
138,
116,
62,
75,
11,
7377,
116,
62,
72,
11,
18074,
223,
66,
62,
9310,
11,
5772,
62,
2617,
8,
628,
220,
220,
220,
1181,
13,
568,
346,
13,
25080,
13,
33643,
68,
62,
600,
796,
2322,
388,
19482,
62,
32538,
62,
22554,
7,
198,
220,
220,
220,
220,
220,
220,
220,
7377,
116,
62,
72,
11,
198,
220,
220,
220,
220,
220,
220,
220,
18074,
223,
66,
62,
82,
11,
198,
220,
220,
220,
220,
220,
220,
220,
1956,
13,
568,
346,
13,
25080,
13,
36733,
51,
7,
14644,
828,
198,
220,
220,
220,
220,
220,
220,
220,
5772,
62,
2617,
11,
198,
220,
220,
220,
1267,
198,
437,
26,
198,
198,
2,
36778,
11,
5301,
340,
477,
510,
287,
262,
4600,
22342,
17633,
63,
25,
198,
76,
796,
6379,
17633,
7,
198,
220,
220,
220,
5772,
62,
2617,
11,
198,
220,
220,
220,
285,
62,
568,
346,
26,
198,
220,
220,
220,
18645,
62,
17561,
1756,
796,
47125,
11,
198,
220,
220,
220,
2723,
796,
4237,
11,
198,
220,
220,
220,
2315,
62,
5219,
62,
1676,
4593,
15132,
796,
2315,
62,
568,
346,
28265,
198,
1776,
198,
198,
2,
1303,
10934,
262,
18640,
7386,
11,
1540,
332,
11,
290,
869,
10146,
198,
198,
26230,
62,
11250,
796,
13963,
37573,
13,
28008,
25896,
38149,
7,
198,
220,
220,
220,
366,
22342,
17633,
1600,
198,
220,
220,
220,
399,
62,
35428,
11,
198,
220,
220,
220,
497,
10671,
62,
1851,
11,
198,
220,
220,
220,
1976,
9806,
11,
198,
220,
220,
220,
5772,
62,
2617,
11,
198,
220,
220,
220,
285,
26,
198,
220,
220,
220,
1976,
1084,
796,
1976,
1084,
11,
198,
220,
220,
220,
29052,
62,
69,
22564,
62,
11085,
62,
2875,
796,
5694,
45,
6975,
605,
37,
22564,
5962,
18743,
22784,
198,
1776,
628,
198,
82,
14375,
62,
11250,
796,
198,
220,
220,
220,
13963,
37573,
13,
50,
14375,
38149,
7,
83,
15,
11,
640,
437,
11,
4639,
62,
11250,
11,
267,
2934,
62,
28664,
796,
288,
83,
1776,
198,
198,
67,
70,
796,
1540,
332,
62,
11250,
13,
67,
70,
198,
48,
796,
1540,
332,
62,
11250,
13,
48,
198,
5219,
62,
19199,
796,
357,
2964,
4593,
15132,
22784,
47105,
28129,
22784,
17701,
1153,
37,
22564,
28955,
198,
67,
684,
62,
3258,
796,
360,
713,
58,
11600,
62,
1659,
62,
77,
375,
282,
62,
27219,
7,
82,
14375,
62,
11250,
11,
1181,
62,
19199,
26,
987,
79,
796,
2081,
15437,
198,
2435,
62,
7890,
796,
19446,
58,
15,
60,
198,
47423,
796,
42044,
14134,
10146,
13,
6109,
55,
8890,
1741,
7575,
7,
16833,
62,
87,
62,
14323,
1741,
62,
2435,
8,
466,
198,
220,
220,
220,
288,
684,
796,
8633,
62,
1659,
62,
77,
375,
282,
62,
27219,
7,
82,
14375,
62,
11250,
11,
1181,
62,
19199,
26,
987,
79,
796,
2081,
8,
198,
220,
220,
220,
4574,
0,
7,
67,
684,
62,
3258,
11,
288,
684,
8,
198,
220,
220,
220,
4574,
0,
7,
2435,
62,
7890,
11,
651,
2435,
7,
82,
14375,
62,
11250,
13,
82,
14375,
4008,
198,
220,
220,
220,
2147,
198,
437,
26,
198,
198,
2,
1303,
5660,
262,
18640,
11,
290,
7110,
262,
5072,
198,
37649,
37573,
13,
37669,
0,
7,
82,
14375,
62,
11250,
26,
2836,
62,
13345,
10146,
796,
357,
47423,
11,
18125,
198,
198,
89,
796,
651,
62,
89,
7,
82,
14375,
62,
11250,
13,
67,
70,
13,
25928,
26,
42721,
62,
646,
12272,
796,
2081,
1776,
198,
198,
22915,
62,
15908,
796,
2488,
834,
34720,
834,
26,
198,
198,
28015,
6978,
7,
22915,
62,
15908,
1776,
198,
198,
39344,
62,
29487,
7,
198,
220,
220,
220,
1976,
11,
198,
220,
220,
220,
640,
62,
7890,
30109,
16,
11,
1467,
11,
3261,
11,
6337,
11907,
24457,
357,
1899,
1635,
3126,
828,
198,
220,
220,
220,
288,
684,
62,
3258,
30109,
16,
11,
1467,
11,
3261,
11,
6337,
60,
4357,
198,
220,
220,
220,
5855,
568,
346,
13,
7050,
13,
139,
239,
62,
75,
1600,
828,
198,
220,
220,
220,
4654,
6978,
7,
22915,
62,
15908,
11,
366,
5908,
396,
495,
62,
29487,
13,
11134,
15341,
198,
220,
220,
220,
2124,
18242,
796,
366,
139,
239,
62,
75,
1600,
198,
220,
220,
220,
331,
18242,
796,
366,
89,
357,
76,
42501,
198,
220,
220,
220,
640,
62,
41667,
796,
366,
71,
3808,
33172,
198,
8,
198,
2,
5145,
58,
16151,
5908,
396,
495,
62,
29487,
13,
11134,
8,
198,
198,
39344,
62,
29487,
7,
198,
220,
220,
220,
1976,
11,
198,
220,
220,
220,
640,
62,
7890,
30109,
16,
11,
1467,
11,
3261,
11,
6337,
11907,
24457,
357,
1899,
1635,
3126,
828,
198,
220,
220,
220,
288,
684,
62,
3258,
30109,
16,
11,
1467,
11,
3261,
11,
6337,
60,
4357,
198,
220,
220,
220,
5855,
568,
346,
13,
7050,
13,
138,
116,
62,
72,
1600,
828,
198,
220,
220,
220,
4654,
6978,
7,
22915,
62,
15908,
11,
366,
501,
62,
29487,
13,
11134,
15341,
198,
220,
220,
220,
2124,
18242,
796,
366,
138,
116,
62,
72,
1600,
198,
220,
220,
220,
331,
18242,
796,
366,
89,
357,
76,
42501,
198,
220,
220,
220,
640,
62,
41667,
796,
366,
71,
3808,
33172,
198,
220,
220,
220,
8177,
796,
1058,
22487,
3506,
11,
198,
8,
198,
2,
5145,
58,
16151,
501,
62,
29487,
13,
11134,
8,
198,
39344,
62,
29487,
7,
198,
220,
220,
220,
1976,
11,
198,
220,
220,
220,
640,
62,
7890,
30109,
16,
11,
1467,
11,
3261,
11,
6337,
11907,
24457,
357,
1899,
1635,
3126,
828,
198,
220,
220,
220,
288,
684,
62,
3258,
30109,
16,
11,
1467,
11,
3261,
11,
6337,
60,
4357,
198,
220,
220,
220,
5855,
568,
346,
13,
25080,
13,
51,
1600,
828,
198,
220,
220,
220,
4654,
6978,
7,
22915,
62,
15908,
11,
366,
51,
62,
29487,
13,
11134,
15341,
198,
220,
220,
220,
2124,
18242,
796,
366,
51,
357,
42,
42501,
198,
220,
220,
220,
331,
18242,
796,
366,
89,
357,
76,
42501,
198,
220,
220,
220,
640,
62,
41667,
796,
366,
71,
3808,
33172,
198,
8,
198,
2,
5145,
58,
16151,
51,
62,
29487,
13,
11134,
8,
198,
198,
2,
1303,
34420,
284,
1366,
198,
2,
770,
1366,
373,
6492,
416,
514,
422,
262,
5538,
286,
685,
39,
44038,
15724,
16151,
31,
66,
578,
828,
475,
373,
6198,
6492,
198,
2,
416,
685,
44,
528,
519,
22200,
19891,
16151,
31,
66,
578,
737,
1400,
4049,
9210,
547,
2098,
11,
290,
356,
4398,
470,
5554,
1431,
262,
4049,
287,
674,
198,
2,
31850,
286,
262,
1366,
422,
4263,
13,
198,
19608,
292,
316,
796,
45908,
36918,
2848,
7,
198,
220,
220,
220,
2488,
834,
34720,
834,
11,
198,
220,
220,
220,
318,
28920,
7,
1136,
7,
1677,
53,
11,
366,
25690,
1600,
366,
4943,
828,
198,
220,
220,
220,
366,
76,
528,
519,
22200,
1600,
198,
220,
220,
220,
45908,
8979,
58,
8001,
29660,
8979,
7,
198,
220,
220,
220,
220,
220,
220,
220,
19016,
796,
366,
5450,
1378,
9948,
13670,
13,
3524,
13,
785,
14,
28710,
14,
12708,
14,
18,
87,
2127,
19,
81,
2543,
23,
84,
25964,
14761,
18863,
36260,
66,
5488,
21,
26377,
13976,
358,
13,
40664,
1600,
198,
220,
220,
220,
220,
220,
220,
220,
29472,
796,
366,
76,
528,
519,
22200,
62,
439,
62,
7890,
13,
40664,
1600,
198,
220,
220,
220,
10612,
4357,
198,
1776,
198,
19608,
292,
316,
62,
6978,
796,
651,
62,
7890,
62,
43551,
7,
19608,
292,
316,
1776,
198,
7890,
796,
4654,
6978,
7,
19608,
292,
316,
62,
6978,
11,
366,
76,
528,
519,
22200,
62,
439,
62,
7890,
13,
40664,
4943,
198,
9310,
796,
1100,
25404,
76,
7,
7890,
11,
705,
4032,
8,
198,
24425,
796,
288,
82,
58,
45299,
352,
7131,
17,
25,
437,
60,
198,
85,
86,
66,
796,
288,
82,
58,
45299,
362,
7131,
17,
25,
437,
60,
24457,
1802,
13,
15,
198,
18053,
796,
288,
82,
58,
45299,
513,
7131,
17,
25,
437,
60,
198,
27932,
62,
1065,
71,
796,
2250,
764,
855,
1105,
198,
27932,
62,
1731,
71,
796,
2250,
764,
855,
1987,
198,
27932,
62,
1120,
71,
796,
2250,
764,
855,
2026,
26,
198,
198,
29487,
62,
1065,
71,
796,
198,
220,
220,
220,
41058,
7,
85,
86,
66,
58,
27932,
62,
1065,
71,
4357,
532,
18053,
58,
27932,
62,
1065,
71,
4357,
6167,
796,
366,
1600,
3124,
796,
366,
14225,
1154,
4943,
198,
29487,
0,
7,
198,
220,
220,
220,
288,
684,
62,
3258,
58,
1485,
7131,
1,
568,
346,
13,
7050,
13,
138,
116,
62,
72,
8973,
764,
10,
288,
684,
62,
3258,
58,
1485,
7131,
1,
568,
346,
13,
7050,
13,
139,
239,
62,
75,
33116,
198,
220,
220,
220,
1976,
11,
198,
220,
220,
220,
6167,
796,
366,
1600,
198,
220,
220,
220,
3124,
796,
366,
14809,
1600,
198,
8,
198,
29487,
0,
7,
7839,
796,
366,
1065,
71,
4943,
198,
29487,
0,
7,
87,
2475,
796,
685,
15,
13,
17,
11,
657,
13,
2816,
12962,
198,
29487,
0,
7,
742,
3378,
796,
685,
15,
13,
17,
11,
657,
13,
18,
11,
657,
13,
19,
11,
657,
13,
20,
12962,
198,
29487,
0,
7,
2645,
9608,
796,
366,
48791,
357,
76,
8,
15341,
198,
198,
29487,
62,
1731,
71,
796,
198,
220,
220,
220,
41058,
7,
85,
86,
66,
58,
27932,
62,
1731,
71,
4357,
532,
18053,
58,
27932,
62,
1731,
71,
4357,
6167,
796,
366,
6601,
1600,
3124,
796,
366,
14225,
1154,
4943,
198,
29487,
0,
7,
198,
220,
220,
220,
288,
684,
62,
3258,
58,
1495,
7131,
1,
568,
346,
13,
7050,
13,
138,
116,
62,
72,
8973,
764,
10,
288,
684,
62,
3258,
58,
1495,
7131,
1,
568,
346,
13,
7050,
13,
139,
239,
62,
75,
33116,
198,
220,
220,
220,
1976,
11,
198,
220,
220,
220,
6167,
796,
366,
8890,
1741,
1600,
198,
220,
220,
220,
3124,
796,
366,
14809,
1600,
198,
8,
198,
29487,
0,
7,
7839,
796,
366,
1731,
71,
4943,
198,
29487,
0,
7,
1455,
437,
796,
1058,
22487,
3506,
8,
198,
29487,
0,
7,
87,
2475,
796,
685,
15,
13,
17,
11,
657,
13,
2816,
12962,
198,
29487,
0,
7,
742,
3378,
796,
685,
15,
13,
17,
11,
657,
13,
18,
11,
657,
13,
19,
11,
657,
13,
20,
36563,
198,
198,
29487,
62,
1120,
71,
796,
198,
220,
220,
220,
41058,
7,
85,
86,
66,
58,
27932,
62,
1120,
71,
4357,
532,
18053,
58,
27932,
62,
1120,
71,
4357,
6167,
796,
366,
1600,
3124,
796,
366,
14225,
1154,
4943,
198,
29487,
0,
7,
198,
220,
220,
220,
288,
684,
62,
3258,
58,
4349,
7131,
1,
568,
346,
13,
7050,
13,
138,
116,
62,
72,
8973,
764,
10,
288,
684,
62,
3258,
58,
4349,
7131,
1,
568,
346,
13,
7050,
13,
139,
239,
62,
75,
33116,
198,
220,
220,
220,
1976,
11,
198,
220,
220,
220,
6167,
796,
366,
1600,
198,
220,
220,
220,
3124,
796,
366,
14809,
1600,
198,
8,
198,
29487,
0,
7,
7839,
796,
366,
1120,
71,
4943,
198,
29487,
0,
7,
87,
2475,
796,
685,
15,
13,
17,
11,
657,
13,
2816,
12962,
198,
29487,
0,
7,
742,
3378,
796,
685,
15,
13,
17,
11,
657,
13,
18,
11,
657,
13,
19,
11,
657,
13,
20,
36563,
198,
198,
29487,
7,
29487,
62,
1065,
71,
11,
7110,
62,
1731,
71,
11,
7110,
62,
1120,
71,
11,
12461,
796,
357,
16,
11,
513,
4008,
198,
29487,
0,
7,
87,
18242,
796,
366,
138,
116,
62,
75,
10,
138,
116,
62,
72,
4943,
198,
21928,
5647,
7203,
76,
528,
519,
22200,
62,
7890,
62,
785,
1845,
1653,
13,
11134,
4943,
198,
2,
5145,
58,
16151,
76,
528,
519,
22200,
62,
7890,
62,
785,
1845,
1653,
13,
11134,
8,
198,
198,
2,
1303,
27766,
290,
9104,
50125,
341,
198,
198,
2,
1675,
2221,
11,
1309,
338,
12414,
326,
262,
16611,
294,
707,
2723,
3381,
3436,
4055,
274,
1660,
2347,
11,
355,
198,
2,
340,
45104,
198,
198,
2,
7559,
198,
2,
18074,
223,
62,
75,
3467,
47172,
62,
83,
139,
239,
62,
75,
1343,
18074,
223,
62,
72,
3467,
47172,
62,
83,
138,
116,
62,
72,
796,
532,
37,
62,
51,
1343,
376,
62,
51,
796,
657,
198,
2,
7559,
198,
198,
2,
7406,
11,
356,
6901,
703,
356,
8160,
4600,
37,
62,
51,
44646,
198,
2,
383,
33989,
3754,
12,
2601,
1758,
88,
1313,
357,
4093,
8,
16022,
15738,
257,
3833,
12,
11498,
21069,
12133,
1863,
543,
734,
198,
2,
21164,
460,
763,
12,
38476,
13,
632,
18533,
326,
262,
21164,
389,
379,
4961,
5951,
290,
18895,
13,
198,
2,
1114,
1660,
287,
9260,
11,
2158,
11,
262,
8122,
1660,
6461,
3833,
4600,
33643,
62,
75,
308,
18074,
230,
47671,
810,
198,
2,
4600,
139,
230,
63,
318,
262,
2603,
1173,
2785,
13,
317,
517,
2276,
1296,
286,
262,
12624,
16022,
3578,
329,
1180,
198,
2,
18895,
287,
262,
734,
21164,
13,
19672,
262,
4771,
3833,
318,
2077,
284,
307,
6632,
11,
543,
318,
6397,
198,
2,
329,
5576,
30192,
20884,
38750,
13,
554,
24725,
38750,
11,
20884,
460,
1085,
284,
339,
2703,
286,
262,
9260,
543,
198,
2,
356,
466,
407,
2746,
13,
2293,
326,
13196,
318,
925,
11,
356,
7330,
326,
11,
2174,
20884,
357,
15506,
51,
1279,
309,
62,
69,
15506,
8,
198,
198,
2,
7559,
198,
2,
3467,
31944,
90,
26059,
62,
75,
18477,
33643,
62,
75,
92,
796,
406,
62,
69,
3467,
31944,
90,
67,
51,
18477,
51,
5512,
198,
2,
7559,
198,
198,
2,
393,
198,
198,
2,
7559,
198,
2,
279,
62,
75,
796,
279,
23330,
75,
11,
15,
92,
1343,
406,
62,
69,
18074,
223,
62,
75,
3467,
31944,
90,
51,
12,
51,
62,
69,
18477,
51,
62,
69,
92,
3467,
11018,
9948,
90,
39,
92,
7,
51,
62,
69,
12,
51,
8,
198,
2,
7559,
198,
198,
2,
810,
356,
423,
9672,
326,
9672,
4600,
51,
63,
318,
1474,
262,
20884,
966,
11,
290,
788,
198,
2,
6157,
257,
8121,
1193,
5487,
286,
262,
2604,
283,
342,
76,
11,
198,
2,
290,
356,
389,
15482,
262,
20884,
966,
8862,
11,
543,
318,
1402,
357,
1203,
621,
530,
4922,
8,
329,
198,
2,
1729,
12,
565,
323,
38750,
13,
1867,
356,
423,
28427,
1740,
318,
2252,
4893,
287,
685,
35,
439,
5840,
3713,
9804,
16151,
31,
66,
578,
8,
290,
685,
42,
1601,
306,
74,
54,
39036,
11231,
6390,
16151,
31,
66,
578,
737,
198,
198,
2,
1867,
428,
15565,
318,
326,
2029,
262,
20884,
966,
11,
262,
3833,
318,
4961,
284,
7559,
79,
23330,
75,
11,
15,
92,
15506,
11,
198,
2,
543,
318,
4795,
286,
5951,
13,
4874,
262,
5951,
10532,
2174,
262,
20884,
966,
11,
198,
2,
262,
3833,
10532,
13,
4619,
3161,
284,
20884,
11,
262,
3833,
7559,
79,
23330,
75,
11,
15,
92,
15506,
318,
4961,
284,
198,
2,
4600,
33643,
62,
75,
308,
18074,
230,
7,
138,
116,
62,
75,
8,
47671,
1660,
23247,
20884,
3436,
357,
19419,
17609,
8,
815,
15959,
29565,
35,
439,
5840,
3713,
9804,
16151,
31,
66,
578,
8,
2599,
198,
198,
2,
7559,
198,
2,
279,
23330,
75,
11,
15,
92,
796,
18074,
223,
62,
75,
308,
18074,
230,
7,
138,
116,
62,
75,
10,
33643,
62,
72,
138,
116,
62,
72,
14,
33643,
62,
75,
8,
198,
2,
7559,
198,
198,
2,
810,
4600,
139,
230,
63,
318,
262,
2603,
1173,
2785,
2163,
286,
5719,
5215,
794,
1452,
13,
1629,
1123,
2239,
11,
356,
760,
1111,
198,
2,
262,
1660,
290,
4771,
10154,
11,
355,
880,
355,
262,
5951,
11,
290,
460,
788,
8494,
329,
198,
198,
2,
7559,
198,
2,
7377,
116,
23330,
75,
92,
61,
9,
796,
357,
26180,
12,
138,
116,
62,
81,
8,
18074,
230,
36796,
12,
16,
92,
7,
79,
62,
75,
29006,
33643,
62,
75,
308,
4008,
1343,
7377,
116,
62,
81,
13,
198,
2,
7559,
198,
198,
2,
1114,
20884,
11,
262,
16611,
294,
707,
2163,
4600,
37,
62,
51,
63,
318,
4961,
284,
198,
198,
2,
7559,
198,
2,
376,
62,
51,
796,
3467,
31944,
90,
16,
18477,
32830,
92,
18074,
223,
62,
75,
357,
138,
116,
62,
75,
12,
138,
116,
23330,
75,
92,
61,
28104,
3467,
11018,
9948,
90,
39,
92,
7,
51,
62,
69,
12,
51,
8,
3467,
11018,
9948,
90,
39,
92,
7,
138,
116,
62,
75,
12,
138,
116,
23330,
75,
92,
61,
28104,
198,
2,
7559,
198,
198,
2,
543,
6774,
262,
4600,
138,
116,
62,
75,
63,
284,
257,
1988,
543,
45104,
4600,
79,
62,
75,
796,
18074,
223,
62,
75,
308,
18074,
230,
7,
138,
116,
62,
75,
8,
44646,
198,
2,
770,
318,
1521,
11,
287,
674,
18640,
11,
356,
766,
262,
8122,
198,
2,
1660,
13390,
10581,
257,
6937,
1088,
657,
13,
46396,
287,
262,
12912,
3814,
11,
2138,
621,
262,
29598,
13390,
198,
2,
286,
657,
13,
30484,
11,
393,
657,
13,
770,
4069,
318,
6515,
11,
329,
1672,
11,
287,
262,
10256,
286,
685,
54,
39036,
11231,
9804,
16151,
31,
66,
578,
737,
198,
198,
2,
4900,
428,
3164,
743,
7603,
326,
356,
815,
6330,
262,
3833,
1182,
12655,
287,
262,
198,
2,
814,
11350,
1660,
28462,
3381,
287,
14743,
16022,
29565,
35,
439,
5840,
3713,
9804,
16151,
31,
66,
578,
36911,
356,
466,
407,
466,
523,
379,
1944,
13,
1081,
884,
11,
356,
743,
407,
307,
21128,
198,
2,
262,
5202,
286,
1660,
1088,
262,
20884,
2166,
6105,
13,
2102,
11,
356,
991,
12414,
3960,
418,
8110,
11,
543,
198,
2,
318,
262,
5202,
286,
1660,
3371,
262,
20884,
2166,
11,
422,
262,
3684,
42005,
1735,
13,
1081,
262,
1660,
44389,
11,
262,
8122,
198,
2,
1660,
2695,
10532,
11,
198,
2,
4634,
510,
257,
4025,
31312,
287,
2603,
1173,
2785,
1973,
262,
20884,
2166,
11,
543,
18616,
18644,
5202,
198,
2,
1028,
13522,
13,
770,
318,
10678,
780,
262,
2472,
1660,
2695,
379,
262,
1353,
318,
4025,
379,
262,
886,
286,
262,
198,
2,
18640,
198,
2,
621,
340,
373,
379,
4600,
83,
28,
15,
63,
357,
12518,
340,
373,
657,
13,
2091,
737,
198,
198,
2,
770,
2746,
24242,
422,
1854,
357,
68,
13,
70,
13,
685,
38490,
353,
9804,
16151,
31,
66,
578,
828,
685,
39,
44038,
15724,
16151,
31,
66,
578,
828,
685,
35,
439,
5840,
3713,
9804,
16151,
31,
66,
578,
4008,
220,
287,
326,
340,
4433,
514,
284,
900,
257,
1661,
38765,
329,
262,
7108,
1487,
11,
4600,
32830,
44646,
198,
2,
554,
257,
717,
12,
2875,
198,
2,
7108,
6801,
11,
262,
5951,
318,
5969,
981,
262,
3306,
41270,
4894,
318,
2035,
2626,
393,
8618,
416,
262,
198,
2,
1080,
13,
220,
16583,
3255,
198,
2,
2458,
287,
5387,
2568,
2233,
284,
17609,
1660,
11,
356,
561,
1607,
628,
198,
2,
7559,
198,
2,
3467,
47172,
62,
83,
18074,
223,
68,
23330,
600,
92,
3467,
1324,
13907,
357,
33643,
62,
75,
269,
62,
75,
3467,
47172,
62,
83,
7377,
116,
62,
75,
1343,
18074,
223,
62,
72,
269,
62,
72,
3467,
47172,
62,
83,
7377,
116,
62,
72,
8,
357,
51,
12,
51,
62,
15,
8,
532,
33643,
62,
72,
406,
62,
69,
3467,
47172,
62,
83,
7377,
116,
62,
72,
198,
2,
7559,
198,
198,
2,
7559,
198,
2,
796,
47527,
66,
62,
72,
12,
66,
62,
75,
8,
357,
51,
12,
51,
62,
15,
8,
532,
43,
62,
69,
60,
37,
62,
51,
3467,
1324,
13907,
532,
43,
62,
69,
376,
62,
51,
198,
2,
7559,
198,
198,
2,
393,
198,
198,
2,
7559,
198,
2,
376,
62,
51,
42783,
3467,
31944,
90,
43000,
91,
24861,
229,
31185,
51,
91,
18477,
43,
62,
69,
92,
42783,
59,
31944,
90,
43000,
18477,
66,
136,
225,
37455,
89,
31185,
32239,
31944,
90,
66,
136,
225,
930,
24861,
224,
89,
51,
91,
37455,
89,
18477,
43,
62,
69,
92,
198,
2,
7559,
198,
198,
2,
9524,
198,
198,
2,
7559,
198,
2,
46651,
42783,
46651,
23330,
43,
9328,
32239,
31944,
90,
33643,
62,
75,
43,
62,
69,
357,
26180,
12,
138,
116,
62,
81,
8,
18477,
66,
136,
225,
930,
24861,
224,
89,
51,
91,
37455,
89,
92,
198,
2,
7559,
198,
198,
2,
351,
198,
198,
2,
7559,
198,
2,
46651,
23330,
43,
9328,
92,
28,
269,
136,
225,
37455,
89,
31185,
14,
43000,
198,
2,
7559,
198,
198,
2,
770,
318,
262,
1988,
356,
779,
13,
770,
2331,
284,
670,
22668,
329,
21128,
20884,
2166,
43594,
290,
198,
2,
3960,
418,
8110,
11,
2884,
17909,
351,
685,
44,
528,
519,
22200,
19891,
16151,
31,
66,
578,
828,
475,
356,
1410,
284,
32302,
340,
287,
262,
2003,
13,
1114,
1672,
11,
198,
2,
356,
466,
407,
766,
257,
1913,
5951,
38008,
379,
262,
20884,
966,
29565,
54,
39036,
11231,
9804,
16151,
31,
66,
578,
36911,
198,
2,
543,
356,
561,
1607,
981,
262,
7108,
1487,
318,
1609,
870,
13,
29544,
453,
11,
428,
1661,
38765,
635,
10975,
262,
19363,
1108,
286,
262,
20884,
2166,
11,
543,
674,
18640,
2705,
641,
13,
198,
198,
2,
1303,
31458,
198,
2,
532,
685,
44,
528,
519,
22200,
19891,
16151,
31,
66,
578,
8,
198,
2,
532,
685,
39,
44038,
15724,
16151,
31,
66,
578,
8,
198,
2,
532,
685,
35,
439,
5840,
3713,
9804,
16151,
31,
66,
578,
8,
198,
2,
532,
685,
42,
1601,
306,
74,
54,
39036,
11231,
6390,
16151,
31,
66,
578,
8,
198,
2,
532,
685,
54,
39036,
11231,
9804,
16151,
31,
66,
578,
8,
198,
2,
532,
685,
38490,
353,
9804,
16151,
31,
66,
578,
8,
198,
198,
2,
685,
61,
64,
5974,
198,
2,
220,
220,
220,
220,
220,
220,
5740,
326,
4600,
138,
116,
62,
72,
63,
318,
1464,
5716,
355,
257,
1172,
43758,
7885,
198,
2,
220,
220,
220,
220,
220,
220,
287,
262,
4600,
2396,
346,
19184,
17633,
47671,
475,
351,
198,
2,
220,
220,
220,
220,
220,
220,
6632,
2846,
319,
262,
371,
7998,
4556,
20884,
290,
294,
707,
278,
318,
1210,
319,
11,
355,
9555,
287,
428,
198,
2,
220,
220,
220,
220,
220,
220,
11808,
13,
1320,
1724,
326,
262,
2836,
714,
11,
287,
7989,
11,
900,
262,
4238,
4006,
284,
307,
1729,
22570,
198,
2,
220,
220,
220,
220,
220,
220,
357,
63,
138,
116,
62,
72,
7,
87,
11,
331,
11,
1976,
837,
83,
28,
15,
8,
796,
657,
63,
318,
262,
4277,
828,
543,
287,
1210,
561,
1249,
257,
1729,
22570,
4600,
138,
116,
62,
72,
63,
198,
2,
220,
220,
220,
220,
220,
220,
7034,
284,
2689,
1243,
588,
18411,
3189,
3458,
11,
3503,
11,
198,
2,
220,
220,
220,
220,
220,
220,
287,
257,
6414,
835,
13,
2102,
11,
340,
561,
407,
307,
20326,
326,
7559,
138,
116,
62,
75,
10,
138,
116,
62,
72,
3467,
293,
80,
7377,
121,
15506,
11,
780,
612,
561,
198,
2,
220,
220,
220,
220,
220,
220,
307,
645,
11887,
17795,
262,
8122,
290,
1660,
2695,
284,
1123,
584,
11,
290,
484,
389,
4795,
198,
2,
220,
220,
220,
220,
220,
220,
9633,
287,
674,
2746,
13,
775,
836,
470,
21786,
428,
852,
257,
2219,
779,
1339,
13,
198
] | 2.546769 | 6,917 |
module FractionalTransforms
using LinearAlgebra, DSP, ToeplitzMatrices, FFTW
include("frft.jl")
include("frst.jl")
include("frct.jl")
export frft
export freq_shear, time_shear, sinc_interp
export frst
export frct
end | [
21412,
376,
7861,
282,
8291,
23914,
198,
198,
3500,
44800,
2348,
29230,
11,
360,
4303,
11,
1675,
68,
489,
4224,
19044,
45977,
11,
376,
9792,
54,
198,
198,
17256,
7203,
8310,
701,
13,
20362,
4943,
198,
17256,
7203,
8310,
301,
13,
20362,
4943,
198,
17256,
7203,
8310,
310,
13,
20362,
4943,
198,
198,
39344,
1216,
701,
198,
39344,
2030,
80,
62,
7091,
283,
11,
640,
62,
7091,
283,
11,
264,
1939,
62,
3849,
79,
198,
198,
39344,
1216,
301,
198,
39344,
1216,
310,
198,
198,
437
] | 2.569767 | 86 |
<filename>src/operations.jl
# Submodule for basic wavelets operations
###################################################
# Function that remove empty trailing dimensions
function trim_dim(x)
if size(x,3)==1
x = x[:,:,1];
if size(x,2)==1
x = x[:,1];
end
end
return x;
end # trim_dim
###################################################
# Function that make a subsampling of an array
# along dimension d
"""
...
subsampling(x,d=1,p=2) subsampling of an array x, along dimension d, by a
factor of p, for d≤3
...
"""
function subsampling(x,d=1,p=2)
if d==1
y = x[1:p:end,:,:];
elseif d==2
y = x[:,1:p:end,:];
elseif d==3
y = x[:,:,1:p:end];
else
error("Not implemented");
end
y = trim_dim(y);
return y;
end # subsampling
###################################################
# Function that make a upsampling of an array
# along dimension d
"""
...
upsampling(x,d=1,p=2) upsampling of an array x, along dimension d, by a
factor of p, for d≤3
...
"""
function upsampling(x,d=1,p=2)
if d==1
y = zeros(p*size(x,1),size(x,2),size(x,3));
y[1:p:end,:,:] = x;
elseif d==2
y = zeros(size(x,1),p*size(x,2),size(x,3));
y[:,1:p:end,:] = x;
elseif d==3
y = zeros(size(x,1),size(x,2),p*size(x,3));
y[:,:,1:p:end] = x;
else
error("Not implemented");
end
y = trim_dim(y);
return y;
end # upsampling
###################################################
# Function to compute the spatial domain circular
# convolution of two signals
"""
...
cconv(x,h,d=1) circular convolution along dimension d, of
signals x and h
...
"""
function cconvol(x,h,d=1)
# If p=length(h) is odd then h((p+1)/2) corresponds to the zero position.
# If p is even, h(p/2) corresponds to the zero position.
if d==2
return ( cconvol( x',h, 1 )' );
elseif d==3
# permute do not exists in python
return permute( cconvol( permute(x,[3, 2, 1]),h), [3 2 1]);
end
p = length(h);
if mod(p,2)==0
pc = p/2;
else
pc = (p+1)/2;
end
y = zeros(size(x));
for i=1:length(h)
y = y + h[i]*circshift(x,i-pc);
end
return y;
end # cconvol
#####################################
# Function that flips a vector
"""
...
reverse(x::Array) flips a vector
...
"""
function reverse(x)
return x[length(x):-1:1];
end # function x = reverse(x)
#####################################
# Function that computes the mirror
# filter
"""
...
mirror(h::Array) computes the mirror filter of h[n], namely
g[n] = (-1)^(1-n) h[1-n]
...
"""
function mirror(h)
cat(1, 0, h[length(h):-1:2]) .* ( (-1).^(1:length(h)) )
end #mirror
#####################################
# Function that clamps a value
"""
...
clamp(x::Array, a=0,b=1) clamps a value in [a,b](=[0,1] by default)
...
"""
function clamp(x,a=0,b=1)
y = max(x,a);
y = min(y,b);
return y;
end # clamp
#########################################
# Function to subselect dimensions in an
# array
function subselectdim(f,sel,d)
g = [];
if d==1
g = f[sel,:,:];
elseif d==2
g = f[:,sel,:];
elseif d==3
g = f[:,:,sel];
end
return trim_dim(g);
end
#########################################
# Function to assign value to elements
# of an array
function subassign(f,sel,g)
d = ndims(f);
if d==1
f[sel] = g;
elseif d==2
f[sel,sel] = g;
elseif d==3
f[sel,sel,sel] = g;
end
return f;
end # subassign
#########################################
# Function to select elements of an array
function subselect(f,sel)
d = ndims(f)
if d==1
return f[sel];
elseif d==2
return f[sel,sel];
elseif d==3
return f[sel,sel,sel];
end
return [];
end
##############################################################
# Function to perform wavelet orthognal transform of a signal
# f0, with Jmin minimum scale, dir dirección, and h a filter
"""
...
perform_wavortho_transform(f0:::Array, Jmin:::int,dir,h) computes
the wavelet transform of a signal f0, with Jmin as the minimum
scale in the direction dir∈{-1,1}
...
"""
function perform_wavortho_transf(f0,Jmin,dir,h)
n = size(f0,1);
Jmax = round(Int64,log2(n))-1;
g = [0; h[length(h):-1:2]] .* (-1).^(1:length(h));
f = copy(f0)
if dir==1
### FORWARD ###
for j=Jmax:-1:Jmin
sel = 1:2^(j+1);
a = subselect(f,sel);
for d=1:ndims(f)
a = cat(d, subsampling(cconvol(a,h,d),d), subsampling(cconvol(a,g,d),d) );
end
f = subassign(f,sel,a);
end
else
### FORWARD ###
for j=Jmin:Jmax
sel = 1:2^(j+1);
a = subselect(f,sel);
for d=1:ndims(f)
w = subselectdim(a,2^j+1:2^(j+1),d);
a = subselectdim(a,1:2^j,d);
a = cconvol(upsampling(a,d),reverse(h),d) + cconvol(upsampling(w,d),reverse(g),d);
end
f = subassign(f,sel,a);
end
end
return f;
end # perform_wavortho_transf
#####################################################
# Function that computes the signal to noise radio
"""
...
snr(x::Array,y:::Array) computes the siganl to noise radio
of a original clean signal x and a denoised signal y
...
"""
function snr(x,y)
return 20*log10(norm(x[:])/norm(x[:]-y[:]));
end # snr
| [
27,
34345,
29,
10677,
14,
3575,
602,
13,
20362,
198,
2,
3834,
21412,
329,
4096,
6769,
5289,
4560,
628,
198,
29113,
14468,
21017,
198,
2,
15553,
326,
4781,
6565,
25462,
15225,
198,
8818,
15797,
62,
27740,
7,
87,
8,
198,
197,
361,
2546,
7,
87,
11,
18,
8,
855,
16,
198,
197,
197,
87,
796,
2124,
58,
45299,
45299,
16,
11208,
198,
197,
197,
361,
2546,
7,
87,
11,
17,
8,
855,
16,
198,
197,
197,
197,
87,
796,
2124,
58,
45299,
16,
11208,
198,
197,
197,
437,
198,
197,
437,
198,
197,
7783,
2124,
26,
198,
437,
1303,
15797,
62,
27740,
220,
198,
198,
29113,
14468,
21017,
198,
2,
15553,
326,
787,
257,
6352,
321,
11347,
286,
281,
7177,
198,
2,
1863,
15793,
288,
198,
37811,
198,
986,
198,
7266,
37687,
11347,
7,
87,
11,
67,
28,
16,
11,
79,
28,
17,
8,
6352,
321,
11347,
286,
281,
7177,
2124,
11,
1863,
15793,
288,
11,
416,
257,
198,
31412,
286,
279,
11,
329,
288,
35705,
97,
18,
198,
986,
198,
37811,
198,
8818,
6352,
321,
11347,
7,
87,
11,
67,
28,
16,
11,
79,
28,
17,
8,
198,
197,
361,
288,
855,
16,
198,
197,
220,
220,
220,
220,
220,
220,
220,
331,
796,
2124,
58,
16,
25,
79,
25,
437,
11,
45299,
25,
11208,
198,
197,
17772,
361,
288,
855,
17,
198,
197,
220,
220,
220,
220,
220,
220,
220,
331,
796,
2124,
58,
45299,
16,
25,
79,
25,
437,
11,
25,
11208,
198,
197,
17772,
361,
288,
855,
18,
198,
197,
220,
220,
220,
220,
220,
220,
220,
331,
796,
2124,
58,
45299,
45299,
16,
25,
79,
25,
437,
11208,
198,
197,
17772,
198,
197,
220,
220,
220,
220,
220,
220,
220,
4049,
7203,
3673,
9177,
15341,
198,
197,
437,
198,
197,
88,
796,
15797,
62,
27740,
7,
88,
1776,
198,
197,
7783,
331,
26,
198,
437,
1303,
6352,
321,
11347,
198,
198,
29113,
14468,
21017,
198,
2,
15553,
326,
787,
257,
19649,
321,
11347,
286,
281,
7177,
198,
2,
1863,
15793,
288,
198,
37811,
198,
986,
198,
4739,
321,
11347,
7,
87,
11,
67,
28,
16,
11,
79,
28,
17,
8,
19649,
321,
11347,
286,
281,
7177,
2124,
11,
1863,
15793,
288,
11,
416,
257,
198,
31412,
286,
279,
11,
329,
288,
35705,
97,
18,
198,
986,
198,
37811,
198,
8818,
19649,
321,
11347,
7,
87,
11,
67,
28,
16,
11,
79,
28,
17,
8,
198,
197,
361,
288,
855,
16,
198,
197,
220,
220,
220,
220,
220,
220,
220,
331,
796,
1976,
27498,
7,
79,
9,
7857,
7,
87,
11,
16,
828,
7857,
7,
87,
11,
17,
828,
7857,
7,
87,
11,
18,
18125,
220,
198,
197,
220,
220,
220,
220,
220,
220,
220,
331,
58,
16,
25,
79,
25,
437,
11,
45299,
47715,
796,
2124,
26,
198,
197,
17772,
361,
288,
855,
17,
198,
197,
220,
220,
220,
220,
220,
220,
220,
331,
796,
1976,
27498,
7,
7857,
7,
87,
11,
16,
828,
79,
9,
7857,
7,
87,
11,
17,
828,
7857,
7,
87,
11,
18,
18125,
220,
198,
197,
220,
220,
220,
220,
220,
220,
220,
331,
58,
45299,
16,
25,
79,
25,
437,
11,
47715,
796,
2124,
26,
198,
197,
17772,
361,
288,
855,
18,
198,
197,
220,
220,
220,
220,
220,
220,
220,
331,
796,
1976,
27498,
7,
7857,
7,
87,
11,
16,
828,
7857,
7,
87,
11,
17,
828,
79,
9,
7857,
7,
87,
11,
18,
18125,
220,
198,
197,
220,
220,
220,
220,
220,
220,
220,
331,
58,
45299,
45299,
16,
25,
79,
25,
437,
60,
796,
2124,
26,
198,
197,
17772,
198,
197,
220,
220,
220,
220,
220,
220,
220,
4049,
7203,
3673,
9177,
15341,
198,
197,
437,
198,
197,
88,
796,
15797,
62,
27740,
7,
88,
1776,
198,
197,
198,
197,
7783,
331,
26,
198,
437,
1303,
19649,
321,
11347,
628,
198,
29113,
14468,
21017,
198,
2,
15553,
284,
24061,
262,
21739,
7386,
18620,
198,
2,
3063,
2122,
286,
734,
10425,
220,
198,
37811,
198,
986,
198,
535,
261,
85,
7,
87,
11,
71,
11,
67,
28,
16,
8,
18620,
3063,
2122,
1863,
15793,
288,
11,
286,
220,
198,
12683,
874,
2124,
290,
289,
220,
198,
986,
198,
37811,
198,
8818,
269,
1102,
10396,
7,
87,
11,
71,
11,
67,
28,
16,
8,
198,
197,
2,
220,
220,
1002,
279,
28,
13664,
7,
71,
8,
318,
5629,
788,
289,
19510,
79,
10,
16,
20679,
17,
8,
24866,
284,
262,
6632,
2292,
13,
198,
197,
2,
220,
220,
1002,
279,
318,
772,
11,
289,
7,
79,
14,
17,
8,
24866,
284,
262,
6632,
2292,
13,
198,
197,
361,
288,
855,
17,
198,
197,
220,
220,
220,
1441,
357,
269,
1102,
10396,
7,
2124,
3256,
71,
11,
352,
1267,
6,
5619,
198,
197,
17772,
361,
288,
855,
18,
198,
197,
197,
2,
9943,
1133,
466,
407,
7160,
287,
21015,
198,
197,
220,
220,
220,
1441,
9943,
1133,
7,
269,
1102,
10396,
7,
9943,
1133,
7,
87,
17414,
18,
11,
362,
11,
352,
46570,
71,
828,
685,
18,
362,
352,
36563,
220,
220,
198,
197,
437,
198,
197,
79,
796,
4129,
7,
71,
1776,
198,
197,
361,
953,
7,
79,
11,
17,
8,
855,
15,
198,
197,
220,
220,
220,
40653,
796,
279,
14,
17,
26,
198,
197,
17772,
198,
197,
220,
220,
220,
40653,
796,
357,
79,
10,
16,
20679,
17,
26,
198,
197,
437,
198,
197,
88,
796,
1976,
27498,
7,
7857,
7,
87,
18125,
198,
197,
1640,
1312,
28,
16,
25,
13664,
7,
71,
8,
198,
197,
220,
220,
220,
331,
796,
331,
1343,
289,
58,
72,
60,
9,
21170,
30846,
7,
87,
11,
72,
12,
14751,
1776,
220,
220,
198,
197,
437,
198,
197,
7783,
331,
26,
198,
437,
1303,
269,
1102,
10396,
198,
198,
29113,
4242,
2,
198,
2,
15553,
326,
45971,
257,
15879,
198,
37811,
198,
986,
198,
50188,
7,
87,
3712,
19182,
8,
45971,
257,
15879,
198,
986,
198,
37811,
198,
8818,
9575,
7,
87,
8,
198,
197,
7783,
2124,
58,
13664,
7,
87,
2599,
12,
16,
25,
16,
11208,
198,
437,
220,
1303,
2163,
2124,
796,
9575,
7,
87,
8,
198,
198,
29113,
4242,
2,
198,
2,
15553,
326,
552,
1769,
262,
10162,
220,
198,
2,
8106,
198,
37811,
198,
986,
198,
10793,
1472,
7,
71,
3712,
19182,
8,
552,
1769,
262,
10162,
8106,
286,
289,
58,
77,
4357,
14811,
198,
70,
58,
77,
60,
796,
13841,
16,
8,
61,
7,
16,
12,
77,
8,
289,
58,
16,
12,
77,
60,
198,
986,
198,
37811,
198,
8818,
10162,
7,
71,
8,
198,
197,
9246,
7,
16,
11,
657,
11,
289,
58,
13664,
7,
71,
2599,
12,
16,
25,
17,
12962,
764,
9,
357,
13841,
16,
737,
61,
7,
16,
25,
13664,
7,
71,
4008,
1267,
198,
437,
1303,
10793,
1472,
198,
198,
29113,
4242,
2,
198,
2,
15553,
326,
537,
9430,
257,
1988,
198,
37811,
198,
986,
198,
565,
696,
7,
87,
3712,
19182,
11,
257,
28,
15,
11,
65,
28,
16,
8,
537,
9430,
257,
1988,
287,
685,
64,
11,
65,
16151,
41888,
15,
11,
16,
60,
416,
4277,
8,
198,
986,
198,
37811,
198,
8818,
29405,
7,
87,
11,
64,
28,
15,
11,
65,
28,
16,
8,
198,
197,
88,
796,
3509,
7,
87,
11,
64,
1776,
198,
197,
88,
796,
949,
7,
88,
11,
65,
1776,
198,
197,
7783,
331,
26,
198,
198,
437,
1303,
29405,
198,
198,
29113,
7804,
2,
198,
2,
15553,
284,
850,
19738,
15225,
287,
281,
220,
198,
2,
7177,
198,
8818,
850,
19738,
27740,
7,
69,
11,
741,
11,
67,
8,
198,
197,
70,
796,
25787,
198,
197,
361,
288,
855,
16,
198,
197,
220,
220,
220,
308,
796,
277,
58,
741,
11,
45299,
25,
11208,
198,
197,
17772,
361,
288,
855,
17,
198,
197,
220,
220,
220,
308,
796,
277,
58,
45299,
741,
11,
25,
11208,
198,
197,
17772,
361,
288,
855,
18,
198,
197,
220,
220,
220,
308,
796,
277,
58,
45299,
45299,
741,
11208,
198,
197,
437,
198,
197,
7783,
15797,
62,
27740,
7,
70,
1776,
198,
437,
628,
198,
29113,
7804,
2,
198,
2,
15553,
284,
8333,
1988,
284,
4847,
198,
2,
286,
281,
7177,
198,
8818,
850,
562,
570,
7,
69,
11,
741,
11,
70,
8,
198,
197,
67,
796,
299,
67,
12078,
7,
69,
1776,
198,
197,
361,
288,
855,
16,
198,
197,
220,
220,
220,
277,
58,
741,
60,
796,
308,
26,
198,
197,
17772,
361,
288,
855,
17,
198,
197,
220,
220,
220,
277,
58,
741,
11,
741,
60,
796,
308,
26,
198,
197,
17772,
361,
288,
855,
18,
198,
197,
220,
220,
220,
277,
58,
741,
11,
741,
11,
741,
60,
796,
308,
26,
198,
197,
437,
198,
197,
7783,
277,
26,
198,
437,
1303,
850,
562,
570,
628,
198,
29113,
7804,
2,
198,
2,
15553,
284,
2922,
4847,
286,
281,
7177,
198,
8818,
850,
19738,
7,
69,
11,
741,
8,
198,
197,
67,
796,
299,
67,
12078,
7,
69,
8,
198,
220,
220,
220,
611,
288,
855,
16,
198,
220,
220,
220,
220,
220,
220,
220,
1441,
277,
58,
741,
11208,
198,
220,
220,
220,
2073,
361,
288,
855,
17,
198,
220,
220,
220,
220,
220,
220,
220,
1441,
277,
58,
741,
11,
741,
11208,
198,
220,
220,
220,
2073,
361,
288,
855,
18,
198,
220,
220,
220,
220,
220,
220,
220,
1441,
277,
58,
741,
11,
741,
11,
741,
11208,
198,
197,
437,
198,
197,
7783,
25787,
198,
437,
628,
198,
29113,
14468,
7804,
4242,
2235,
198,
2,
15553,
284,
1620,
6769,
1616,
29617,
2360,
282,
6121,
286,
257,
6737,
198,
2,
277,
15,
11,
351,
449,
1084,
5288,
5046,
11,
26672,
19958,
35764,
18840,
11,
290,
289,
257,
8106,
198,
37811,
198,
986,
198,
525,
687,
62,
45137,
1506,
78,
62,
35636,
7,
69,
15,
3712,
25,
19182,
11,
449,
1084,
3712,
25,
600,
11,
15908,
11,
71,
8,
552,
1769,
198,
1169,
6769,
1616,
6121,
286,
257,
6737,
277,
15,
11,
351,
449,
1084,
355,
262,
5288,
220,
198,
9888,
287,
262,
4571,
26672,
24861,
230,
90,
12,
16,
11,
16,
92,
220,
198,
986,
198,
37811,
198,
8818,
1620,
62,
45137,
1506,
78,
62,
7645,
69,
7,
69,
15,
11,
41,
1084,
11,
15908,
11,
71,
8,
628,
197,
77,
796,
2546,
7,
69,
15,
11,
16,
1776,
220,
198,
197,
41,
9806,
796,
2835,
7,
5317,
2414,
11,
6404,
17,
7,
77,
4008,
12,
16,
26,
220,
628,
197,
70,
796,
685,
15,
26,
289,
58,
13664,
7,
71,
2599,
12,
16,
25,
17,
11907,
764,
9,
13841,
16,
737,
61,
7,
16,
25,
13664,
7,
71,
18125,
628,
197,
69,
796,
4866,
7,
69,
15,
8,
198,
197,
361,
26672,
855,
16,
198,
197,
220,
220,
220,
44386,
7473,
39743,
44386,
198,
197,
220,
220,
220,
329,
474,
28,
41,
9806,
21912,
16,
25,
41,
1084,
198,
197,
220,
220,
220,
220,
220,
220,
220,
384,
75,
796,
352,
25,
17,
61,
7,
73,
10,
16,
1776,
198,
197,
220,
220,
220,
220,
220,
220,
220,
257,
796,
850,
19738,
7,
69,
11,
741,
1776,
198,
197,
220,
220,
220,
220,
220,
220,
220,
329,
288,
28,
16,
25,
358,
12078,
7,
69,
8,
198,
197,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
257,
796,
3797,
7,
67,
11,
6352,
321,
11347,
7,
535,
261,
10396,
7,
64,
11,
71,
11,
67,
828,
67,
828,
6352,
321,
11347,
7,
535,
261,
10396,
7,
64,
11,
70,
11,
67,
828,
67,
8,
5619,
198,
197,
220,
220,
220,
220,
220,
220,
220,
886,
198,
197,
220,
220,
220,
220,
220,
220,
220,
277,
796,
850,
562,
570,
7,
69,
11,
741,
11,
64,
1776,
198,
197,
220,
220,
220,
886,
198,
197,
17772,
198,
197,
220,
220,
220,
44386,
7473,
39743,
44386,
198,
197,
220,
220,
220,
329,
474,
28,
41,
1084,
25,
41,
9806,
198,
197,
220,
220,
220,
220,
220,
220,
220,
384,
75,
796,
352,
25,
17,
61,
7,
73,
10,
16,
1776,
198,
197,
220,
220,
220,
220,
220,
220,
220,
257,
796,
850,
19738,
7,
69,
11,
741,
1776,
198,
197,
220,
220,
220,
220,
220,
220,
220,
329,
288,
28,
16,
25,
358,
12078,
7,
69,
8,
198,
197,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
266,
796,
850,
19738,
27740,
7,
64,
11,
17,
61,
73,
10,
16,
25,
17,
61,
7,
73,
10,
16,
828,
67,
1776,
198,
197,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
257,
796,
850,
19738,
27740,
7,
64,
11,
16,
25,
17,
61,
73,
11,
67,
1776,
198,
197,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
257,
796,
269,
1102,
10396,
7,
4739,
321,
11347,
7,
64,
11,
67,
828,
50188,
7,
71,
828,
67,
8,
1343,
269,
1102,
10396,
7,
4739,
321,
11347,
7,
86,
11,
67,
828,
50188,
7,
70,
828,
67,
1776,
198,
197,
220,
220,
220,
220,
220,
220,
220,
886,
198,
197,
220,
220,
220,
220,
220,
220,
220,
277,
796,
850,
562,
570,
7,
69,
11,
741,
11,
64,
1776,
198,
197,
220,
220,
220,
886,
220,
220,
220,
220,
198,
197,
437,
198,
197,
7783,
277,
26,
198,
437,
1303,
1620,
62,
45137,
1506,
78,
62,
7645,
69,
198,
198,
29113,
14468,
4242,
2,
198,
2,
15553,
326,
552,
1769,
262,
6737,
284,
7838,
5243,
198,
37811,
198,
986,
198,
16184,
81,
7,
87,
3712,
19182,
11,
88,
3712,
25,
19182,
8,
552,
1769,
262,
264,
5516,
75,
284,
7838,
5243,
198,
1659,
257,
2656,
3424,
6737,
2124,
290,
257,
2853,
78,
1417,
6737,
331,
198,
986,
198,
37811,
198,
8818,
3013,
81,
7,
87,
11,
88,
8,
198,
197,
7783,
1160,
9,
6404,
940,
7,
27237,
7,
87,
58,
25,
12962,
14,
27237,
7,
87,
58,
25,
45297,
88,
58,
25,
12962,
1776,
198,
437,
1303,
3013,
81,
198
] | 2.269917 | 2,297 |
using ArcadeLearningEnvironment
using CGP
using Logging
using Images
function play_qbert()
game = Game("qbert", 0)
reward = 0
frames = 0
while ~game_over(game.ale)
inputs = get_inputs(game)
action = 0
if inputs[13076] > 0
action = 2
end
reward += act(game.ale, Cint(action))
frames += 1
screen = draw(game)
for pixel_i in -1:1:1
for pixel_j in -1:1:1
if ~(pixel_i == 0 && pixel_j == 0)
screen[56+pixel_i, 63+pixel_j] = RGB{Float64}(1.0, 1.0, 1.0)
end
end
end
save(@sprintf("qbert/frame_%06d.png", frames), screen)
end
close!(game)
reward
end
function random_breakout_expert(nin::Int64, nout::Int64)
# TODO: debug / rewrite without segmentation
c = HPCGPChromo(nin, nout)
pos = sort!(rand(15))
c.genes[1] = pos[1]
for out in nin+(1:nout)
c.genes[out] = pos[15]
end
c.genes[nin+4] = pos[13]
c.genes[nin+5] = pos[14]
CGP.set_genes!(c, nin+1, [
pos[2], rand(), rand(), CGP.Config.func2f(CGP.Config.f_const), 0.6])
CGP.set_genes!(c, nin+2, [
pos[3], rand(), rand(), CGP.Config.func2f(CGP.Config.f_const), 0.8])
CGP.set_genes!(c, nin+3, [
pos[4], pos[1], rand(), CGP.Config.func2f(CGP.Config.f_felzenszwalb), 0.8])
CGP.set_genes!(c, nin+4, [
pos[5], pos[4], pos[2], CGP.Config.func2f(CGP.Config.f_gt), rand()])
CGP.set_genes!(c, nin+5, [
pos[6], pos[4], pos[3], CGP.Config.func2f(CGP.Config.f_lt), rand()])
CGP.set_genes!(c, nin+6, [
pos[7], pos[4], pos[3], CGP.Config.func2f(CGP.Config.f_gt), rand()])
CGP.set_genes!(c, nin+7, [
pos[8], pos[5], pos[6], CGP.Config.func2f(CGP.Config.f_and), rand()])
CGP.set_genes!(c, nin+8, [
pos[9], pos[7], rand(), CGP.Config.func2f(CGP.Config.f_com), rand()])
CGP.set_genes!(c, nin+9, [
pos[10], pos[8], rand(), CGP.Config.func2f(CGP.Config.f_com), rand()])
CGP.set_genes!(c, nin+10, [
pos[11], pos[9], rand(), CGP.Config.func2f(CGP.Config.f_last), rand()])
CGP.set_genes!(c, nin+11, [
pos[12], pos[10], rand(), CGP.Config.func2f(CGP.Config.f_last), rand()])
CGP.set_genes!(c, nin+12, [
pos[13], pos[11], pos[12], CGP.Config.func2f(CGP.Config.f_gt), rand()])
CGP.set_genes!(c, nin+13, [
pos[14], pos[11], pos[12], CGP.Config.func2f(CGP.Config.f_lt), rand()])
CGP.set_genes!(c, nin+14, [
pos[15], rand(), rand(), CGP.Config.func2f(CGP.Config.f_zeros), rand()])
HPCGPChromo(c.genes, nin, nout)
end
function get_breakout_action(inputs::Array{Float64})
action = 2
bullet_box = inputs[94:189, 9:152];
slider_box = inputs[190:192, 9:152];
bullet_poses = find(bullet_box)
slider_poses = find(slider_box)
if length(bullet_poses) > 0 && length(slider_poses) > 0
bullet_pos = mean(map(x->ind2sub(bullet_box, x)[2], bullet_poses))
slider_pos = mean(map(x->ind2sub(slider_box, x)[2], slider_poses))
if bullet_pos < slider_pos
action = 5
else
action = 4
end
end
action
end
function play_breakout()
game = Game("breakout")
reward = 0
frames = 0
act(game.ale, game.actions[2])
life = lives(game.ale)
while ~game_over(game.ale)
action = game.actions[2]
if lives(game.ale) < life
life = lives(game.ale)
else
inputs = get_inputs(game)
action = game.actions[get_breakout_action(inputs)]
end
reward += act(game.ale, action)
frames += 1
screen = draw(game)
save(@sprintf("breakout/frame_%06d.png", frames), screen)
end
close!(game)
reward
end
# ACTION_MEANING = {
# 0 : "NOOP",
# 1 : "FIRE",
# 2 : "UP",
# 3 : "RIGHT",
# 4 : "LEFT",
# 5 : "DOWN",
# 6 : "UPRIGHT",
# 7 : "UPLEFT",
# 8 : "DOWNRIGHT",
# 9 : "DOWNLEFT",
# 10 : "UPFIRE",
# 11 : "RIGHTFIRE",
# 12 : "LEFTFIRE",
# 13 : "DOWNFIRE",
# 14 : "UPRIGHTFIRE",
# 15 : "UPLEFTFIRE",
# 16 : "DOWNRIGHTFIRE",
# 17 : "DOWNLEFTFIRE",
# }
| [
3500,
23190,
41730,
31441,
198,
3500,
327,
16960,
198,
3500,
5972,
2667,
198,
3500,
5382,
628,
198,
8818,
711,
62,
80,
4835,
3419,
198,
220,
220,
220,
983,
796,
3776,
7203,
80,
4835,
1600,
657,
8,
198,
220,
220,
220,
6721,
796,
657,
198,
220,
220,
220,
13431,
796,
657,
198,
220,
220,
220,
981,
5299,
6057,
62,
2502,
7,
6057,
13,
1000,
8,
198,
220,
220,
220,
220,
220,
220,
220,
17311,
796,
651,
62,
15414,
82,
7,
6057,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2223,
796,
657,
198,
220,
220,
220,
220,
220,
220,
220,
611,
17311,
58,
12952,
4304,
60,
1875,
657,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2223,
796,
362,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
6721,
15853,
719,
7,
6057,
13,
1000,
11,
327,
600,
7,
2673,
4008,
198,
220,
220,
220,
220,
220,
220,
220,
13431,
15853,
352,
198,
220,
220,
220,
220,
220,
220,
220,
3159,
796,
3197,
7,
6057,
8,
198,
220,
220,
220,
220,
220,
220,
220,
329,
17465,
62,
72,
287,
532,
16,
25,
16,
25,
16,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
329,
17465,
62,
73,
287,
532,
16,
25,
16,
25,
16,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
611,
5299,
7,
32515,
62,
72,
6624,
657,
11405,
17465,
62,
73,
6624,
657,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
3159,
58,
3980,
10,
32515,
62,
72,
11,
8093,
10,
32515,
62,
73,
60,
796,
25228,
90,
43879,
2414,
92,
7,
16,
13,
15,
11,
352,
13,
15,
11,
352,
13,
15,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
3613,
7,
31,
82,
37435,
7203,
80,
4835,
14,
14535,
62,
4,
3312,
67,
13,
11134,
1600,
13431,
828,
3159,
8,
198,
220,
220,
220,
886,
198,
220,
220,
220,
1969,
0,
7,
6057,
8,
198,
220,
220,
220,
6721,
198,
437,
198,
198,
8818,
4738,
62,
9032,
448,
62,
1069,
11766,
7,
35073,
3712,
5317,
2414,
11,
299,
448,
3712,
5317,
2414,
8,
198,
220,
220,
220,
1303,
16926,
46,
25,
14257,
1220,
28183,
1231,
10618,
341,
198,
220,
220,
220,
269,
796,
367,
5662,
16960,
1925,
398,
78,
7,
35073,
11,
299,
448,
8,
198,
220,
220,
220,
1426,
796,
3297,
0,
7,
25192,
7,
1314,
4008,
198,
220,
220,
220,
269,
13,
5235,
274,
58,
16,
60,
796,
1426,
58,
16,
60,
198,
220,
220,
220,
329,
503,
287,
13462,
33747,
16,
25,
77,
448,
8,
198,
220,
220,
220,
220,
220,
220,
220,
269,
13,
5235,
274,
58,
448,
60,
796,
1426,
58,
1314,
60,
198,
220,
220,
220,
886,
198,
220,
220,
220,
269,
13,
5235,
274,
58,
35073,
10,
19,
60,
796,
1426,
58,
1485,
60,
198,
220,
220,
220,
269,
13,
5235,
274,
58,
35073,
10,
20,
60,
796,
1426,
58,
1415,
60,
198,
220,
220,
220,
327,
16960,
13,
2617,
62,
5235,
274,
0,
7,
66,
11,
13462,
10,
16,
11,
685,
198,
220,
220,
220,
220,
220,
220,
220,
1426,
58,
17,
4357,
43720,
22784,
43720,
22784,
327,
16960,
13,
16934,
13,
20786,
17,
69,
7,
34,
16960,
13,
16934,
13,
69,
62,
9979,
828,
657,
13,
21,
12962,
198,
220,
220,
220,
327,
16960,
13,
2617,
62,
5235,
274,
0,
7,
66,
11,
13462,
10,
17,
11,
685,
198,
220,
220,
220,
220,
220,
220,
220,
1426,
58,
18,
4357,
43720,
22784,
43720,
22784,
327,
16960,
13,
16934,
13,
20786,
17,
69,
7,
34,
16960,
13,
16934,
13,
69,
62,
9979,
828,
657,
13,
23,
12962,
198,
220,
220,
220,
327,
16960,
13,
2617,
62,
5235,
274,
0,
7,
66,
11,
13462,
10,
18,
11,
685,
198,
220,
220,
220,
220,
220,
220,
220,
1426,
58,
19,
4357,
1426,
58,
16,
4357,
43720,
22784,
327,
16960,
13,
16934,
13,
20786,
17,
69,
7,
34,
16960,
13,
16934,
13,
69,
62,
69,
417,
8247,
89,
16783,
65,
828,
657,
13,
23,
12962,
198,
220,
220,
220,
327,
16960,
13,
2617,
62,
5235,
274,
0,
7,
66,
11,
13462,
10,
19,
11,
685,
198,
220,
220,
220,
220,
220,
220,
220,
1426,
58,
20,
4357,
1426,
58,
19,
4357,
1426,
58,
17,
4357,
327,
16960,
13,
16934,
13,
20786,
17,
69,
7,
34,
16960,
13,
16934,
13,
69,
62,
13655,
828,
43720,
3419,
12962,
198,
220,
220,
220,
327,
16960,
13,
2617,
62,
5235,
274,
0,
7,
66,
11,
13462,
10,
20,
11,
685,
198,
220,
220,
220,
220,
220,
220,
220,
1426,
58,
21,
4357,
1426,
58,
19,
4357,
1426,
58,
18,
4357,
327,
16960,
13,
16934,
13,
20786,
17,
69,
7,
34,
16960,
13,
16934,
13,
69,
62,
2528,
828,
43720,
3419,
12962,
198,
220,
220,
220,
327,
16960,
13,
2617,
62,
5235,
274,
0,
7,
66,
11,
13462,
10,
21,
11,
685,
198,
220,
220,
220,
220,
220,
220,
220,
1426,
58,
22,
4357,
1426,
58,
19,
4357,
1426,
58,
18,
4357,
327,
16960,
13,
16934,
13,
20786,
17,
69,
7,
34,
16960,
13,
16934,
13,
69,
62,
13655,
828,
43720,
3419,
12962,
198,
220,
220,
220,
327,
16960,
13,
2617,
62,
5235,
274,
0,
7,
66,
11,
13462,
10,
22,
11,
685,
198,
220,
220,
220,
220,
220,
220,
220,
1426,
58,
23,
4357,
1426,
58,
20,
4357,
1426,
58,
21,
4357,
327,
16960,
13,
16934,
13,
20786,
17,
69,
7,
34,
16960,
13,
16934,
13,
69,
62,
392,
828,
43720,
3419,
12962,
198,
220,
220,
220,
327,
16960,
13,
2617,
62,
5235,
274,
0,
7,
66,
11,
13462,
10,
23,
11,
685,
198,
220,
220,
220,
220,
220,
220,
220,
1426,
58,
24,
4357,
1426,
58,
22,
4357,
43720,
22784,
327,
16960,
13,
16934,
13,
20786,
17,
69,
7,
34,
16960,
13,
16934,
13,
69,
62,
785,
828,
43720,
3419,
12962,
198,
220,
220,
220,
327,
16960,
13,
2617,
62,
5235,
274,
0,
7,
66,
11,
13462,
10,
24,
11,
685,
198,
220,
220,
220,
220,
220,
220,
220,
1426,
58,
940,
4357,
1426,
58,
23,
4357,
43720,
22784,
327,
16960,
13,
16934,
13,
20786,
17,
69,
7,
34,
16960,
13,
16934,
13,
69,
62,
785,
828,
43720,
3419,
12962,
198,
220,
220,
220,
327,
16960,
13,
2617,
62,
5235,
274,
0,
7,
66,
11,
13462,
10,
940,
11,
685,
198,
220,
220,
220,
220,
220,
220,
220,
1426,
58,
1157,
4357,
1426,
58,
24,
4357,
43720,
22784,
327,
16960,
13,
16934,
13,
20786,
17,
69,
7,
34,
16960,
13,
16934,
13,
69,
62,
12957,
828,
43720,
3419,
12962,
198,
220,
220,
220,
327,
16960,
13,
2617,
62,
5235,
274,
0,
7,
66,
11,
13462,
10,
1157,
11,
685,
198,
220,
220,
220,
220,
220,
220,
220,
1426,
58,
1065,
4357,
1426,
58,
940,
4357,
43720,
22784,
327,
16960,
13,
16934,
13,
20786,
17,
69,
7,
34,
16960,
13,
16934,
13,
69,
62,
12957,
828,
43720,
3419,
12962,
198,
220,
220,
220,
327,
16960,
13,
2617,
62,
5235,
274,
0,
7,
66,
11,
13462,
10,
1065,
11,
685,
198,
220,
220,
220,
220,
220,
220,
220,
1426,
58,
1485,
4357,
1426,
58,
1157,
4357,
1426,
58,
1065,
4357,
327,
16960,
13,
16934,
13,
20786,
17,
69,
7,
34,
16960,
13,
16934,
13,
69,
62,
13655,
828,
43720,
3419,
12962,
198,
220,
220,
220,
327,
16960,
13,
2617,
62,
5235,
274,
0,
7,
66,
11,
13462,
10,
1485,
11,
685,
198,
220,
220,
220,
220,
220,
220,
220,
1426,
58,
1415,
4357,
1426,
58,
1157,
4357,
1426,
58,
1065,
4357,
327,
16960,
13,
16934,
13,
20786,
17,
69,
7,
34,
16960,
13,
16934,
13,
69,
62,
2528,
828,
43720,
3419,
12962,
198,
220,
220,
220,
327,
16960,
13,
2617,
62,
5235,
274,
0,
7,
66,
11,
13462,
10,
1415,
11,
685,
198,
220,
220,
220,
220,
220,
220,
220,
1426,
58,
1314,
4357,
43720,
22784,
43720,
22784,
327,
16960,
13,
16934,
13,
20786,
17,
69,
7,
34,
16960,
13,
16934,
13,
69,
62,
9107,
418,
828,
43720,
3419,
12962,
198,
220,
220,
220,
367,
5662,
16960,
1925,
398,
78,
7,
66,
13,
5235,
274,
11,
13462,
11,
299,
448,
8,
198,
437,
198,
198,
8818,
651,
62,
9032,
448,
62,
2673,
7,
15414,
82,
3712,
19182,
90,
43879,
2414,
30072,
198,
220,
220,
220,
2223,
796,
362,
198,
220,
220,
220,
10492,
62,
3524,
796,
17311,
58,
5824,
25,
23362,
11,
860,
25,
17827,
11208,
198,
220,
220,
220,
28982,
62,
3524,
796,
17311,
58,
19782,
25,
17477,
11,
860,
25,
17827,
11208,
198,
220,
220,
220,
10492,
62,
4832,
796,
1064,
7,
15065,
1616,
62,
3524,
8,
198,
220,
220,
220,
28982,
62,
4832,
796,
1064,
7,
6649,
1304,
62,
3524,
8,
198,
220,
220,
220,
611,
4129,
7,
15065,
1616,
62,
4832,
8,
1875,
657,
11405,
4129,
7,
6649,
1304,
62,
4832,
8,
1875,
657,
198,
220,
220,
220,
220,
220,
220,
220,
10492,
62,
1930,
796,
1612,
7,
8899,
7,
87,
3784,
521,
17,
7266,
7,
15065,
1616,
62,
3524,
11,
2124,
38381,
17,
4357,
10492,
62,
4832,
4008,
198,
220,
220,
220,
220,
220,
220,
220,
28982,
62,
1930,
796,
1612,
7,
8899,
7,
87,
3784,
521,
17,
7266,
7,
6649,
1304,
62,
3524,
11,
2124,
38381,
17,
4357,
28982,
62,
4832,
4008,
198,
220,
220,
220,
220,
220,
220,
220,
611,
10492,
62,
1930,
1279,
28982,
62,
1930,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2223,
796,
642,
198,
220,
220,
220,
220,
220,
220,
220,
2073,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2223,
796,
604,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
886,
198,
220,
220,
220,
2223,
198,
437,
198,
198,
8818,
711,
62,
9032,
448,
3419,
198,
220,
220,
220,
983,
796,
3776,
7203,
9032,
448,
4943,
198,
220,
220,
220,
6721,
796,
657,
198,
220,
220,
220,
13431,
796,
657,
198,
220,
220,
220,
719,
7,
6057,
13,
1000,
11,
983,
13,
4658,
58,
17,
12962,
198,
220,
220,
220,
1204,
796,
3160,
7,
6057,
13,
1000,
8,
198,
220,
220,
220,
981,
5299,
6057,
62,
2502,
7,
6057,
13,
1000,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2223,
796,
983,
13,
4658,
58,
17,
60,
198,
220,
220,
220,
220,
220,
220,
220,
611,
3160,
7,
6057,
13,
1000,
8,
1279,
1204,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1204,
796,
3160,
7,
6057,
13,
1000,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2073,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
17311,
796,
651,
62,
15414,
82,
7,
6057,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2223,
796,
983,
13,
4658,
58,
1136,
62,
9032,
448,
62,
2673,
7,
15414,
82,
15437,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
6721,
15853,
719,
7,
6057,
13,
1000,
11,
2223,
8,
198,
220,
220,
220,
220,
220,
220,
220,
13431,
15853,
352,
198,
220,
220,
220,
220,
220,
220,
220,
3159,
796,
3197,
7,
6057,
8,
198,
220,
220,
220,
220,
220,
220,
220,
3613,
7,
31,
82,
37435,
7203,
9032,
448,
14,
14535,
62,
4,
3312,
67,
13,
11134,
1600,
13431,
828,
3159,
8,
198,
220,
220,
220,
886,
198,
220,
220,
220,
1969,
0,
7,
6057,
8,
198,
220,
220,
220,
6721,
198,
437,
198,
198,
2,
40282,
62,
11682,
1565,
2751,
796,
1391,
198,
2,
220,
220,
220,
220,
657,
1058,
366,
15285,
3185,
1600,
198,
2,
220,
220,
220,
220,
352,
1058,
366,
11674,
2200,
1600,
198,
2,
220,
220,
220,
220,
362,
1058,
366,
8577,
1600,
198,
2,
220,
220,
220,
220,
513,
1058,
366,
49,
9947,
1600,
198,
2,
220,
220,
220,
220,
604,
1058,
366,
2538,
9792,
1600,
198,
2,
220,
220,
220,
220,
642,
1058,
366,
41925,
1600,
198,
2,
220,
220,
220,
220,
718,
1058,
366,
52,
4805,
9947,
1600,
198,
2,
220,
220,
220,
220,
767,
1058,
366,
8577,
2538,
9792,
1600,
198,
2,
220,
220,
220,
220,
807,
1058,
366,
41925,
49,
9947,
1600,
198,
2,
220,
220,
220,
220,
860,
1058,
366,
41925,
2538,
9792,
1600,
198,
2,
220,
220,
220,
220,
838,
1058,
366,
8577,
11674,
2200,
1600,
198,
2,
220,
220,
220,
220,
1367,
1058,
366,
49,
9947,
11674,
2200,
1600,
198,
2,
220,
220,
220,
220,
1105,
1058,
366,
2538,
9792,
11674,
2200,
1600,
198,
2,
220,
220,
220,
220,
1511,
1058,
366,
41925,
11674,
2200,
1600,
198,
2,
220,
220,
220,
220,
1478,
1058,
366,
52,
4805,
9947,
11674,
2200,
1600,
198,
2,
220,
220,
220,
220,
1315,
1058,
366,
8577,
2538,
9792,
11674,
2200,
1600,
198,
2,
220,
220,
220,
220,
1467,
1058,
366,
41925,
49,
9947,
11674,
2200,
1600,
198,
2,
220,
220,
220,
220,
1596,
1058,
366,
41925,
2538,
9792,
11674,
2200,
1600,
198,
2,
1782,
198
] | 1.904159 | 2,212 |
# Mld.jl
###### mld #####
"""
mld(v)
Compute the Mean log deviation of a vector `v`.
# Examples
```julia
julia> using Inequality
julia> mld([8, 5, 1, 3, 5, 6, 7, 6, 3])
0.1397460530936332
```
"""
mld(v::AbstractVector{<:Real})::Float64 = log(Statistics.mean(v[v .!= 0])) - Statistics.mean(log.(v[v .!= 0]))
###### weighted mld #####
"""
mld(v, w)
Compute the weighted Mean log deviation of a vector `v` using weights given by a weight vector `w`.
Weights must not be negative, missing or NaN. The weights and data vectors must have the same length.
# Examples
```julia
julia> using Inequality
julia> mld([8, 5, 1, 3, 5, 6, 7, 6, 3], collect(0.1:0.1:0.9))
0.10375545537468206
```
"""
function mld(v::AbstractVector{<:Real}, w::AbstractVector{<:Real})::Float64
checks_weights(v, w)
w = w[v .!= 0]
v = v[v .!= 0]
return -sum(w .* log.(v/mean(v, weights(w))) ) / sum(w)
end
function mld(v::AbstractVector{<:Real}, w::AbstractWeights)::Float64
checks_weights(v, w)
w = w[v .!= 0]
v = v[v .!= 0]
return -sum(w .* log.(v/mean(v, weights(w))))/ sum(w)
end
"""
wmld(v, w)
Compute the Mean log deviationof `v` with weights `w`. See also [`mld`](@mld)
"""
wmld(v::AbstractVector{<:Real}, w::AbstractVector{<:Real}) = mld(v, w)
wmld(v::AbstractVector{<:Real}, w::AbstractWeights) = mld(v, w) | [
2,
337,
335,
13,
20362,
628,
198,
4242,
2235,
285,
335,
46424,
198,
37811,
198,
220,
220,
220,
285,
335,
7,
85,
8,
198,
198,
7293,
1133,
262,
22728,
2604,
28833,
286,
257,
15879,
4600,
85,
44646,
198,
198,
2,
21066,
198,
15506,
63,
73,
43640,
198,
73,
43640,
29,
1262,
554,
48203,
198,
73,
43640,
29,
285,
335,
26933,
23,
11,
642,
11,
352,
11,
513,
11,
642,
11,
718,
11,
767,
11,
718,
11,
513,
12962,
198,
15,
13,
20219,
4524,
32417,
26895,
2623,
32148,
198,
15506,
63,
198,
37811,
198,
76,
335,
7,
85,
3712,
23839,
38469,
90,
27,
25,
15633,
92,
2599,
25,
43879,
2414,
796,
2604,
7,
48346,
13,
32604,
7,
85,
58,
85,
764,
0,
28,
657,
60,
4008,
532,
14370,
13,
32604,
7,
6404,
12195,
85,
58,
85,
764,
0,
28,
657,
60,
4008,
628,
198,
4242,
2235,
26356,
285,
335,
46424,
198,
37811,
198,
220,
220,
220,
285,
335,
7,
85,
11,
266,
8,
198,
198,
7293,
1133,
262,
26356,
22728,
2604,
28833,
286,
257,
15879,
4600,
85,
63,
1262,
19590,
1813,
416,
257,
3463,
15879,
4600,
86,
44646,
198,
198,
1135,
2337,
1276,
407,
307,
4633,
11,
4814,
393,
11013,
45,
13,
383,
19590,
290,
1366,
30104,
1276,
423,
262,
976,
4129,
13,
198,
198,
2,
21066,
198,
15506,
63,
73,
43640,
198,
73,
43640,
29,
1262,
554,
48203,
198,
73,
43640,
29,
285,
335,
26933,
23,
11,
642,
11,
352,
11,
513,
11,
642,
11,
718,
11,
767,
11,
718,
11,
513,
4357,
2824,
7,
15,
13,
16,
25,
15,
13,
16,
25,
15,
13,
24,
4008,
198,
15,
13,
15197,
38172,
30505,
31020,
3104,
22136,
198,
15506,
63,
198,
37811,
198,
8818,
285,
335,
7,
85,
3712,
23839,
38469,
90,
27,
25,
15633,
5512,
266,
3712,
23839,
38469,
90,
27,
25,
15633,
92,
2599,
25,
43879,
2414,
198,
220,
220,
220,
8794,
62,
43775,
7,
85,
11,
266,
8,
198,
220,
220,
220,
266,
796,
266,
58,
85,
764,
0,
28,
657,
60,
198,
220,
220,
220,
410,
796,
410,
58,
85,
764,
0,
28,
657,
60,
628,
220,
220,
220,
1441,
532,
16345,
7,
86,
764,
9,
2604,
12195,
85,
14,
32604,
7,
85,
11,
19590,
7,
86,
22305,
1267,
1220,
2160,
7,
86,
8,
198,
437,
628,
198,
8818,
285,
335,
7,
85,
3712,
23839,
38469,
90,
27,
25,
15633,
5512,
266,
3712,
23839,
1135,
2337,
2599,
25,
43879,
2414,
198,
220,
220,
220,
8794,
62,
43775,
7,
85,
11,
266,
8,
198,
220,
220,
220,
266,
796,
266,
58,
85,
764,
0,
28,
657,
60,
198,
220,
220,
220,
410,
796,
410,
58,
85,
764,
0,
28,
657,
60,
628,
220,
220,
220,
1441,
532,
16345,
7,
86,
764,
9,
2604,
12195,
85,
14,
32604,
7,
85,
11,
19590,
7,
86,
35514,
14,
2160,
7,
86,
8,
198,
437,
628,
198,
37811,
198,
220,
220,
220,
266,
76,
335,
7,
85,
11,
266,
8,
198,
198,
7293,
1133,
262,
22728,
2604,
28833,
1659,
4600,
85,
63,
351,
19590,
4600,
86,
44646,
4091,
635,
685,
63,
76,
335,
63,
16151,
31,
76,
335,
8,
198,
37811,
198,
26377,
335,
7,
85,
3712,
23839,
38469,
90,
27,
25,
15633,
5512,
266,
3712,
23839,
38469,
90,
27,
25,
15633,
30072,
796,
285,
335,
7,
85,
11,
266,
8,
198,
198,
26377,
335,
7,
85,
3712,
23839,
38469,
90,
27,
25,
15633,
5512,
266,
3712,
23839,
1135,
2337,
8,
796,
285,
335,
7,
85,
11,
266,
8
] | 2.322357 | 577 |
<reponame>darsnack/TensorBoardLogger.jl
"""
tags_match_re_im(old_tag, new_tag)
If `old_tag` and `new_tag` tag the real part and imaginary part of the same
quantity, such as `old_tag = "test/struct/re"` and `new_tag = "test/struct/im"`
then returns true. False otherwise
"""
function tags_match_re_im(old_tag, new_tag)
if old_tag[end-2:end] == "/re"
old_tag_parts = split(old_tag, "/")
new_tag_parts = split(new_tag, "/")
if ( all(old_tag_parts[1:end-1] .== new_tag_parts[1:end-1]) &&
new_tag_parts[end] == "im" )
return true
end
end
return false
end
"""
lookahead_deserialize(old_tag, old_val, summaries, state, type)
Looks ahead at state, and checks that the tag of `state` matches `old_tag`, and
if so, attempts to combine the value of `state` with that of `old_val`.
For example, if `old_tag = "someval/re"` then if `state` contains "someval/im" the
two values will be combined as real and immaginary part.
Returns a possibly modified tag, a possibily modified value, and the number
of states that it has looked ahead.
If the lookahead fails to find matching states, he returns (old_tag, old_val, 0)
"""
function lookahead_deserialize(old_tag, old_val, evs::Summary, state, typ)
res = old_tag, old_val, state
if typ == :histo
res = lookahead_deserialize_histogram_summary(old_tag, old_val, evs, state)
elseif typ === :image
res = lookahead_deserialize_image_summary(old_tag, old_val, evs, state)
elseif typ == :simple_value
res = lookahead_deserialize_simple_value_summary(old_tag, old_val, evs, state)
end
return res
end
# Lookahead for simple values.
# Checks the next entry if it is /re and /im, and combines them
function lookahead_deserialize_simple_value_summary(old_tag, old_val, evs::Summary,
state)
# prepare the default output (when no action is taken)
result = old_tag, old_val, state
# iterate to the next element
res = iterate(evs, state + 1)
res == nothing && return result
# if the next event is identified, check its type
(new_tag, summary), i_state = res
typ = summary_type(summary)
# if types match, check tags. If they match, return modified structure
if typ === :simple_value && tags_match_re_im(old_tag, new_tag)
val_im = summary.simple_value
result = new_tag[1:end-3], old_val + im*val_im, i_state - 1
else
return result
end
end
| [
27,
7856,
261,
480,
29,
67,
945,
77,
441,
14,
51,
22854,
29828,
11187,
1362,
13,
20362,
198,
37811,
198,
220,
220,
220,
15940,
62,
15699,
62,
260,
62,
320,
7,
727,
62,
12985,
11,
649,
62,
12985,
8,
198,
198,
1532,
4600,
727,
62,
12985,
63,
290,
4600,
3605,
62,
12985,
63,
7621,
262,
1103,
636,
290,
26726,
636,
286,
262,
976,
198,
40972,
414,
11,
884,
355,
4600,
727,
62,
12985,
796,
366,
9288,
14,
7249,
14,
260,
1,
63,
290,
4600,
3605,
62,
12985,
796,
366,
9288,
14,
7249,
14,
320,
1,
63,
198,
8524,
5860,
2081,
13,
10352,
4306,
198,
37811,
198,
8818,
15940,
62,
15699,
62,
260,
62,
320,
7,
727,
62,
12985,
11,
649,
62,
12985,
8,
198,
220,
220,
220,
611,
1468,
62,
12985,
58,
437,
12,
17,
25,
437,
60,
6624,
12813,
260,
1,
198,
220,
220,
220,
220,
220,
220,
220,
1468,
62,
12985,
62,
42632,
796,
6626,
7,
727,
62,
12985,
11,
12813,
4943,
198,
220,
220,
220,
220,
220,
220,
220,
649,
62,
12985,
62,
42632,
796,
6626,
7,
3605,
62,
12985,
11,
12813,
4943,
198,
220,
220,
220,
220,
220,
220,
220,
611,
357,
477,
7,
727,
62,
12985,
62,
42632,
58,
16,
25,
437,
12,
16,
60,
764,
855,
649,
62,
12985,
62,
42632,
58,
16,
25,
437,
12,
16,
12962,
11405,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
649,
62,
12985,
62,
42632,
58,
437,
60,
1849,
855,
366,
320,
1,
1267,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1441,
2081,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
886,
198,
220,
220,
220,
1441,
3991,
198,
437,
198,
198,
37811,
198,
220,
220,
220,
804,
38204,
62,
8906,
48499,
1096,
7,
727,
62,
12985,
11,
1468,
62,
2100,
11,
30114,
3166,
11,
1181,
11,
2099,
8,
198,
198,
41102,
4058,
379,
1181,
11,
290,
8794,
326,
262,
7621,
286,
4600,
5219,
63,
7466,
4600,
727,
62,
12985,
47671,
290,
198,
361,
523,
11,
6370,
284,
12082,
262,
1988,
286,
4600,
5219,
63,
351,
326,
286,
4600,
727,
62,
2100,
44646,
198,
198,
1890,
1672,
11,
611,
4600,
727,
62,
12985,
796,
366,
11246,
2100,
14,
260,
1,
63,
788,
611,
4600,
5219,
63,
4909,
366,
11246,
2100,
14,
320,
1,
262,
198,
11545,
3815,
481,
307,
5929,
355,
1103,
290,
2296,
363,
3219,
636,
13,
198,
198,
35561,
257,
5457,
9518,
7621,
11,
257,
1184,
571,
813,
9518,
1988,
11,
290,
262,
1271,
198,
1659,
2585,
326,
340,
468,
3114,
4058,
13,
198,
1532,
262,
804,
38204,
10143,
284,
1064,
12336,
2585,
11,
339,
5860,
357,
727,
62,
12985,
11,
1468,
62,
2100,
11,
657,
8,
198,
37811,
198,
8818,
804,
38204,
62,
8906,
48499,
1096,
7,
727,
62,
12985,
11,
1468,
62,
2100,
11,
819,
82,
3712,
22093,
11,
1181,
11,
2170,
8,
198,
220,
220,
220,
581,
796,
1468,
62,
12985,
11,
1468,
62,
2100,
11,
1181,
628,
220,
220,
220,
611,
2170,
6624,
1058,
10034,
78,
198,
220,
220,
220,
220,
220,
220,
220,
581,
796,
804,
38204,
62,
8906,
48499,
1096,
62,
10034,
21857,
62,
49736,
7,
727,
62,
12985,
11,
1468,
62,
2100,
11,
819,
82,
11,
1181,
8,
198,
220,
220,
220,
2073,
361,
2170,
24844,
1058,
9060,
198,
220,
220,
220,
220,
220,
220,
220,
581,
796,
804,
38204,
62,
8906,
48499,
1096,
62,
9060,
62,
49736,
7,
727,
62,
12985,
11,
1468,
62,
2100,
11,
819,
82,
11,
1181,
8,
198,
220,
220,
220,
2073,
361,
2170,
6624,
1058,
36439,
62,
8367,
198,
220,
220,
220,
220,
220,
220,
220,
581,
796,
804,
38204,
62,
8906,
48499,
1096,
62,
36439,
62,
8367,
62,
49736,
7,
727,
62,
12985,
11,
1468,
62,
2100,
11,
819,
82,
11,
1181,
8,
198,
220,
220,
220,
886,
628,
220,
220,
220,
1441,
581,
198,
437,
198,
198,
2,
6803,
38204,
329,
2829,
3815,
13,
198,
2,
1849,
7376,
4657,
262,
1306,
5726,
611,
340,
318,
1220,
260,
290,
1220,
320,
11,
290,
21001,
606,
198,
8818,
804,
38204,
62,
8906,
48499,
1096,
62,
36439,
62,
8367,
62,
49736,
7,
727,
62,
12985,
11,
1468,
62,
2100,
11,
819,
82,
3712,
22093,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1181,
8,
198,
220,
220,
220,
1303,
8335,
262,
4277,
5072,
357,
12518,
645,
2223,
318,
2077,
8,
198,
220,
220,
220,
1255,
796,
1468,
62,
12985,
11,
1468,
62,
2100,
11,
1181,
198,
220,
220,
220,
1303,
11629,
378,
284,
262,
1306,
5002,
198,
220,
220,
220,
581,
796,
11629,
378,
7,
1990,
82,
11,
1181,
1343,
352,
8,
198,
220,
220,
220,
581,
6624,
2147,
11405,
1441,
1255,
628,
220,
220,
220,
1303,
611,
262,
1306,
1785,
318,
5174,
11,
2198,
663,
2099,
198,
220,
220,
220,
357,
3605,
62,
12985,
11,
10638,
828,
1312,
62,
5219,
796,
581,
198,
220,
220,
220,
2170,
796,
10638,
62,
4906,
7,
49736,
8,
628,
220,
220,
220,
1303,
611,
3858,
2872,
11,
2198,
15940,
13,
1002,
484,
2872,
11,
1441,
9518,
4645,
198,
220,
220,
220,
611,
2170,
24844,
1058,
36439,
62,
8367,
11405,
15940,
62,
15699,
62,
260,
62,
320,
7,
727,
62,
12985,
11,
649,
62,
12985,
8,
198,
220,
220,
220,
220,
220,
220,
220,
1188,
62,
320,
796,
10638,
13,
36439,
62,
8367,
198,
220,
220,
220,
220,
220,
220,
220,
1255,
796,
649,
62,
12985,
58,
16,
25,
437,
12,
18,
4357,
1468,
62,
2100,
1343,
545,
9,
2100,
62,
320,
11,
1312,
62,
5219,
532,
352,
198,
220,
220,
220,
2073,
198,
220,
220,
220,
220,
220,
220,
220,
1441,
1255,
198,
220,
220,
220,
886,
198,
437,
198
] | 2.534343 | 990 |
###############################################################################
# Reset and Clear
###############################################################################
export @clearsnaps, @clearallsnaps, @resetallsnaps
brandnewsnaps!() = begin
global _num_trace_locations = 0
empty!(happysnaps)
empty!(location_counts)
empty!(watched_exprs)
end
macro resetallsnaps()
:(RickTracy.brandnewsnaps!()) |> esc
end
macro clearallsnaps()
:(empty!(RickTracy.happysnaps)) |> esc
end
clearsnaps(exprstr) = begin
#find snaps that match key, and remove them from the happysnaps vector
filter!((st)->st.exprstr == exprstr, happysnaps) #slow
end
macro clearsnaps(exprs...)
res = :()
for expr in exprs
exprstr = "$expr" #expr as a string
res = :($res; RickTracy.clearsnaps(exprstr))
end
res |> esc
end
macro clearunwatch(exprs...)
:(@unwatch exprs; @clearsnaps(exprs)) |> esc
end
| [
29113,
29113,
7804,
4242,
21017,
198,
2,
30027,
290,
11459,
198,
29113,
29113,
7804,
4242,
21017,
198,
39344,
2488,
2375,
945,
77,
1686,
11,
2488,
20063,
5691,
77,
1686,
11,
2488,
42503,
5691,
77,
1686,
198,
198,
17938,
10827,
77,
1686,
0,
3419,
796,
2221,
198,
220,
220,
220,
3298,
4808,
22510,
62,
40546,
62,
17946,
602,
796,
657,
198,
220,
220,
220,
6565,
0,
7,
71,
1324,
893,
77,
1686,
8,
198,
220,
220,
220,
6565,
0,
7,
24886,
62,
9127,
82,
8,
198,
220,
220,
220,
6565,
0,
7,
86,
14265,
62,
31937,
82,
8,
198,
437,
198,
198,
20285,
305,
13259,
5691,
77,
1686,
3419,
198,
220,
220,
220,
36147,
33048,
2898,
1590,
13,
17938,
10827,
77,
1686,
0,
28955,
930,
29,
3671,
198,
437,
198,
198,
20285,
305,
1598,
5691,
77,
1686,
3419,
198,
220,
220,
220,
36147,
28920,
0,
7,
33048,
2898,
1590,
13,
71,
1324,
893,
77,
1686,
4008,
930,
29,
3671,
198,
437,
198,
198,
2375,
945,
77,
1686,
7,
31937,
2536,
8,
796,
2221,
198,
220,
220,
220,
1303,
19796,
23429,
326,
2872,
1994,
11,
290,
4781,
606,
422,
262,
1147,
893,
77,
1686,
15879,
198,
220,
220,
220,
8106,
0,
19510,
301,
8,
3784,
301,
13,
31937,
2536,
6624,
44052,
2536,
11,
1147,
893,
77,
1686,
8,
1303,
38246,
198,
437,
198,
198,
20285,
305,
37526,
77,
1686,
7,
31937,
82,
23029,
198,
220,
220,
220,
581,
796,
1058,
3419,
198,
220,
220,
220,
329,
44052,
287,
1033,
3808,
198,
220,
220,
220,
220,
220,
220,
220,
44052,
2536,
796,
17971,
31937,
1,
1303,
31937,
355,
257,
4731,
198,
220,
220,
220,
220,
220,
220,
220,
581,
796,
1058,
16763,
411,
26,
8759,
2898,
1590,
13,
2375,
945,
77,
1686,
7,
31937,
2536,
4008,
198,
220,
220,
220,
886,
198,
220,
220,
220,
581,
930,
29,
3671,
198,
437,
198,
198,
20285,
305,
1598,
403,
8340,
7,
31937,
82,
23029,
198,
220,
220,
220,
36147,
31,
403,
8340,
1033,
3808,
26,
2488,
2375,
945,
77,
1686,
7,
31937,
82,
4008,
930,
29,
3671,
198,
437,
198
] | 2.747826 | 345 |
<gh_stars>1-10
# Script
const SIGHASH_ALL = UInt32(1)
const SIGHASH_NONE = UInt32(2)
const SIGHASH_SINGLE = UInt32(3)
const SCRIPT_TYPES = Dict([
("P2PKH", [0x6f, 0x00]),
("P2SH", [0xc4, 0x05])
])
# Block
GENESIS_BLOCK_HASH = Dict([
(false, hex2bytes("000000000019d6689c085ae165831e934ff763ae46a2a6c172b3f1b60a8ce26f")),
(true, hex2bytes("000000000933ea01ad0ee984209779baaec3ced90fa3f408719526f8d77f4943"))
])
# Network
USER_AGENT = "/bitcoin.jl:0.1/"
const DEFAULT = Dict([
("version", 70015),
("services", zero(UInt64)),
("ip", ip"0.0.0.0"),
("port", Dict([(false, 8333),
(true, 18333)])),
("rpcport", Dict([(false, 8332),
(true, 18332)])),
("start_height", zero(UInt32)),
("relay", true)
])
const IPV4_PREFIX = append!(fill(0x00, 10), [0xff, 0xff])
const NODE_URL = "btc.brane.cc"
const TX_DATA_TYPE = 1
const BLOCK_DATA_TYPE = 2
const FILTERED_BLOCK_DATA_TYPE = 3
const COMPACT_BLOCK_DATA_TYPE = 4
const DATA_MESSAGE_NAME = Dict([
(1, "MSG_TX"),
(2, "MSG_BLOCK"),
(3, "MSG_FILTERED_BLOCK"),
(4, "MSG_CMPCT_BLOCK"),
(5, "MSG_WITNESS_BLOCK"),
(6, "MSG_WITNESS_TX"),
(7, "MSG_FILTERED_WITNESS_BLOCK")])
const DATA_MESSAGE_TYPE = Dict([
("MSG_TX", 1),
("MSG_BLOCK", 2),
("MSG_FILTERED_BLOCK", 3),
("MSG_CMPCT_BLOCK", 4),
("MSG_WITNESS_BLOCK", 5),
("MSG_WITNESS_TX", 6),
("MSG_FILTERED_WITNESS_BLOCK", 7)])
"""
NETWORK_MAGIC is testnet if `true`
"""
const NETWORK_MAGIC = Dict([
(false, 0xd9b4bef9)
(true, 0x0709110b)
])
SERVICES_NAME = Dict([
(0x0000000000000001, "NODE_NETWORK"),
(0x0000000000000002, "NODE_GETUTXO"),
(0x0000000000000004, "NODE_BLOOM"),
(0x0000000000000008, "NODE_WITNESS"),
(0x0000000000000400, "NODE_NETWORK_LIMITED")
])
| [
27,
456,
62,
30783,
29,
16,
12,
940,
198,
2,
12327,
198,
198,
9979,
311,
18060,
11211,
62,
7036,
796,
471,
5317,
2624,
7,
16,
8,
198,
9979,
311,
18060,
11211,
62,
45,
11651,
796,
471,
5317,
2624,
7,
17,
8,
198,
9979,
311,
18060,
11211,
62,
50,
2751,
2538,
796,
471,
5317,
2624,
7,
18,
8,
198,
198,
9979,
6374,
46023,
62,
9936,
47,
1546,
796,
360,
713,
26933,
198,
220,
220,
220,
5855,
47,
17,
40492,
39,
1600,
685,
15,
87,
21,
69,
11,
657,
87,
405,
46570,
198,
220,
220,
220,
5855,
47,
17,
9693,
1600,
685,
15,
25306,
19,
11,
657,
87,
2713,
12962,
198,
12962,
198,
198,
2,
9726,
198,
198,
35353,
1546,
1797,
62,
9148,
11290,
62,
39,
11211,
796,
360,
713,
26933,
198,
220,
220,
220,
357,
9562,
11,
17910,
17,
33661,
7203,
8269,
405,
1129,
67,
2791,
4531,
66,
2919,
20,
3609,
1433,
3365,
3132,
68,
24,
2682,
487,
49641,
3609,
3510,
64,
17,
64,
21,
66,
23628,
65,
18,
69,
16,
65,
1899,
64,
23,
344,
2075,
69,
4943,
828,
198,
220,
220,
220,
357,
7942,
11,
17910,
17,
33661,
7203,
10535,
830,
24,
2091,
18213,
486,
324,
15,
1453,
4089,
19,
22567,
40393,
7012,
64,
721,
18,
771,
3829,
13331,
18,
69,
1821,
5774,
22186,
2075,
69,
23,
67,
3324,
69,
2920,
3559,
48774,
198,
12962,
198,
198,
2,
7311,
198,
198,
29904,
62,
4760,
3525,
796,
12813,
35395,
13,
20362,
25,
15,
13,
16,
30487,
198,
198,
9979,
5550,
38865,
796,
360,
713,
26933,
198,
220,
220,
220,
5855,
9641,
1600,
13037,
1314,
828,
198,
220,
220,
220,
5855,
30416,
1600,
6632,
7,
52,
5317,
2414,
36911,
198,
220,
220,
220,
5855,
541,
1600,
20966,
1,
15,
13,
15,
13,
15,
13,
15,
12340,
198,
220,
220,
220,
5855,
634,
1600,
360,
713,
26933,
7,
9562,
11,
807,
20370,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
357,
7942,
11,
1248,
20370,
8,
12962,
828,
198,
220,
220,
220,
5855,
81,
14751,
634,
1600,
360,
713,
26933,
7,
9562,
11,
807,
32148,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
357,
7942,
11,
1248,
32148,
8,
12962,
828,
198,
220,
220,
220,
5855,
9688,
62,
17015,
1600,
6632,
7,
52,
5317,
2624,
36911,
198,
220,
220,
220,
5855,
2411,
323,
1600,
2081,
8,
198,
12962,
198,
198,
9979,
6101,
53,
19,
62,
47,
31688,
10426,
796,
24443,
0,
7,
20797,
7,
15,
87,
405,
11,
838,
828,
685,
15,
47596,
11,
657,
47596,
12962,
198,
198,
9979,
399,
16820,
62,
21886,
796,
366,
18347,
66,
13,
1671,
1531,
13,
535,
1,
198,
198,
9979,
15326,
62,
26947,
62,
25216,
796,
352,
198,
9979,
9878,
11290,
62,
26947,
62,
25216,
796,
362,
198,
9979,
34020,
5781,
1961,
62,
9148,
11290,
62,
26947,
62,
25216,
796,
513,
198,
9979,
24301,
10659,
62,
9148,
11290,
62,
26947,
62,
25216,
796,
604,
198,
198,
9979,
42865,
62,
44,
1546,
4090,
8264,
62,
20608,
796,
360,
713,
26933,
198,
220,
220,
220,
357,
16,
11,
366,
5653,
38,
62,
29551,
12340,
198,
220,
220,
220,
357,
17,
11,
366,
5653,
38,
62,
9148,
11290,
12340,
198,
220,
220,
220,
357,
18,
11,
366,
5653,
38,
62,
46700,
5781,
1961,
62,
9148,
11290,
12340,
198,
220,
220,
220,
357,
19,
11,
366,
5653,
38,
62,
34,
7378,
4177,
62,
9148,
11290,
12340,
198,
220,
220,
220,
357,
20,
11,
366,
5653,
38,
62,
54,
46144,
62,
9148,
11290,
12340,
198,
220,
220,
220,
357,
21,
11,
366,
5653,
38,
62,
54,
46144,
62,
29551,
12340,
198,
220,
220,
220,
357,
22,
11,
366,
5653,
38,
62,
46700,
5781,
1961,
62,
54,
46144,
62,
9148,
11290,
4943,
12962,
198,
198,
9979,
42865,
62,
44,
1546,
4090,
8264,
62,
25216,
796,
360,
713,
26933,
198,
220,
220,
220,
5855,
5653,
38,
62,
29551,
1600,
352,
828,
198,
220,
220,
220,
5855,
5653,
38,
62,
9148,
11290,
1600,
362,
828,
198,
220,
220,
220,
5855,
5653,
38,
62,
46700,
5781,
1961,
62,
9148,
11290,
1600,
513,
828,
198,
220,
220,
220,
5855,
5653,
38,
62,
34,
7378,
4177,
62,
9148,
11290,
1600,
604,
828,
198,
220,
220,
220,
5855,
5653,
38,
62,
54,
46144,
62,
9148,
11290,
1600,
642,
828,
198,
220,
220,
220,
5855,
5653,
38,
62,
54,
46144,
62,
29551,
1600,
718,
828,
198,
220,
220,
220,
5855,
5653,
38,
62,
46700,
5781,
1961,
62,
54,
46144,
62,
9148,
11290,
1600,
767,
8,
12962,
198,
198,
37811,
198,
12884,
33249,
62,
45820,
2149,
318,
1332,
3262,
611,
4600,
7942,
63,
198,
37811,
198,
9979,
49791,
62,
45820,
2149,
796,
360,
713,
26933,
198,
220,
220,
220,
357,
9562,
11,
657,
24954,
24,
65,
19,
65,
891,
24,
8,
198,
220,
220,
220,
357,
7942,
11,
657,
87,
43509,
6420,
940,
65,
8,
198,
12962,
198,
198,
35009,
53,
34444,
62,
20608,
796,
360,
713,
26933,
198,
220,
220,
220,
357,
15,
87,
8269,
10535,
486,
11,
366,
45,
16820,
62,
12884,
33249,
12340,
198,
220,
220,
220,
357,
15,
87,
8269,
24598,
17,
11,
366,
45,
16820,
62,
18851,
3843,
55,
46,
12340,
198,
220,
220,
220,
357,
15,
87,
8269,
24598,
19,
11,
366,
45,
16820,
62,
9148,
46,
2662,
12340,
198,
220,
220,
220,
357,
15,
87,
8269,
24598,
23,
11,
366,
45,
16820,
62,
54,
46144,
12340,
198,
220,
220,
220,
357,
15,
87,
8269,
20483,
7029,
11,
366,
45,
16820,
62,
12884,
33249,
62,
43,
3955,
22061,
4943,
198,
12962,
198
] | 1.951768 | 933 |
module Datasource
using ...SimpleTasks.Types
import Base
export get, put
"""
get(datasource::DatasourceService, key::AbstractString; force::Bool=false)
Returns an IO reading the value in the datasource for the given key. Optionally
allow skipping any cached values.
"""
function get(datasource::DatasourceService, key::AbstractString;
override_cache::Bool=false)
error("get is not implemented for $datasource")
end
function Base.getindex(datasource::DatasourceService, key::AbstractString)
get(datasource, key)
end
"""
get{String <: AbstractString}(datasource::DatasourceService,
key::Array{AbstractString, 1};
Returns multiple IO's reading the value in the datasource for the given keys.
Optionally allow skipping any cached values.
"""
# Using parametrics because as of 0.4.6 can not promote Array{ASCIIString, 1}
# to Array{AbstractString, 1}
function get{String <: AbstractString}(datasource::DatasourceService,
keys::Array{String, 1}; override_cache::Bool=false)
return pmap((key) -> Datasource.get(datasource, key;
override_cache=override_cache), keys)
end
function Base.getindex{String <: AbstractString}(datasource::DatasourceService,
keys::Array{String, 1})
get(datasource, keys)
end
"""
put!(datasource::DatasourceService, key::AbstractString,
new_value::Union{IO, Void}=nothing; only_cache::Bool=false)
Put in a new value into the datasource for the given key. The new value can be
specified by the input IO or if no IO is specified, it will be pulled from the
cache. Optionally allow putting the new value into the cache only.
NOTE: The operation is undefined if only_cache = true and input new_value IO is
not specified.
"""
function put!(datasource::DatasourceService, key::AbstractString,
new_value::Union{IO, Void}=nothing; only_cache::Bool=false)
error("put! is not implemented for $datasource")
end
function Base.setindex!(datasource::DatasourceService, key::AbstractString,
new_value::Union{IO, Void}=nothing; only_cache::Bool=false)
put!(datasource, key, new_value)
end
"""
put!{String <: AbstractString, I <: IO}(
datasource::DatasourceService, keys::Array{String, 1},
new_values::Array{I, 1}; only_cache::Bool=false)
Put in new values into the datasource for the given keys. The new value can be
specified by the input IO or if no IO is specified, it will be pulled from the
cache. Optionally allow putting the new value into the cache only.
NOTE: The operation is undefined if only_cache = false and input new_value IO is
not specified.
"""
# Using parametrics because as of 0.4.6 can not promote Array{ASCIIString, 1}
# to Array{AbstractString, 1}
function put!{String <: AbstractString, I <: Union{IO, Void}}(
datasource::DatasourceService, keys::Array{String, 1},
new_values::Array{I, 1}; only_cache::Bool=false)
return pmap((index) -> Datasource.put!(datasource, keys[index],
new_values[index]; only_cache=only_cache), 1:length(keys))
end
function Base.setindex!{String <: AbstractString, I <: Union{IO, Void}}(
datasource::DatasourceService, keys::Array{String, 1},
new_values::Array{I, 1}; only_cache::Bool=false)
put!(datasource, keys, new_values)
end
function put!{String <: AbstractString}(
datasource::DatasourceService, keys::Array{String, 1};
only_cache::Bool=false)
return pmap((index) -> Datasource.put!(datasource, keys[index],
nothing; only_cache=only_cache), 1:length(keys))
end
"""
clear!(datasource::DatasourceService, key::AbstractString};
only_cache::Bool=false)
Delete the value from the datasource. Optionally only delete from cache.
Returns datasource and does nothing if key is not found (this is what Julia
`Dict` does)
"""
function Base.delete!(datasource::DatasourceService, key::AbstractString;
only_cache::Bool=false)
error("delete! is not implemented for $datasource")
end
"""
delete!{String <: AbstractString}(datasource::DatasourceService,
keys::Array{String, 1}; only_cache::Bool=false)
Delete multiple keys from the datasource. Optionally only delete from cache
Returns datasource and does nothing if key is not found (this is what Julia
`Dict` does)
"""
function Base.delete!{String <: AbstractString}(datasource::DatasourceService,
keys::Array{String, 1}; only_cache::Bool=false)
return pmap((key) -> Datasource.delete!(datasource, key;
only_cache=only_cache), keys)
end
"""
clear!()
Clear the datasource!
"""
function clear_cache(datasource::DatasourceService)
error("clear_cache! is not implemented for $datasource")
end
end # module Datasource
| [
21412,
16092,
292,
1668,
198,
198,
3500,
2644,
26437,
51,
6791,
13,
31431,
198,
198,
11748,
7308,
198,
198,
39344,
651,
11,
1234,
198,
198,
37811,
198,
220,
220,
220,
651,
7,
19608,
292,
1668,
3712,
27354,
292,
1668,
16177,
11,
1994,
3712,
23839,
10100,
26,
2700,
3712,
33,
970,
28,
9562,
8,
198,
198,
35561,
281,
24418,
3555,
262,
1988,
287,
262,
19395,
1668,
329,
262,
1813,
1994,
13,
16018,
453,
198,
12154,
31017,
597,
39986,
3815,
13,
198,
37811,
198,
8818,
651,
7,
19608,
292,
1668,
3712,
27354,
292,
1668,
16177,
11,
1994,
3712,
23839,
10100,
26,
198,
220,
220,
220,
220,
220,
220,
220,
20957,
62,
23870,
3712,
33,
970,
28,
9562,
8,
198,
220,
220,
220,
4049,
7203,
1136,
318,
407,
9177,
329,
720,
19608,
292,
1668,
4943,
198,
437,
198,
8818,
7308,
13,
1136,
9630,
7,
19608,
292,
1668,
3712,
27354,
292,
1668,
16177,
11,
1994,
3712,
23839,
10100,
8,
198,
220,
220,
220,
651,
7,
19608,
292,
1668,
11,
1994,
8,
198,
437,
198,
198,
37811,
198,
220,
220,
220,
651,
90,
10100,
1279,
25,
27741,
10100,
92,
7,
19608,
292,
1668,
3712,
27354,
292,
1668,
16177,
11,
198,
220,
220,
220,
220,
220,
220,
220,
1994,
3712,
19182,
90,
23839,
10100,
11,
352,
19629,
198,
198,
35561,
3294,
24418,
338,
3555,
262,
1988,
287,
262,
19395,
1668,
329,
262,
1813,
8251,
13,
198,
19722,
453,
1249,
31017,
597,
39986,
3815,
13,
198,
37811,
198,
2,
8554,
5772,
316,
10466,
780,
355,
286,
657,
13,
19,
13,
21,
460,
407,
7719,
15690,
90,
42643,
3978,
10100,
11,
352,
92,
198,
2,
284,
15690,
90,
23839,
10100,
11,
352,
92,
198,
8818,
651,
90,
10100,
1279,
25,
27741,
10100,
92,
7,
19608,
292,
1668,
3712,
27354,
292,
1668,
16177,
11,
198,
220,
220,
220,
220,
220,
220,
220,
8251,
3712,
19182,
90,
10100,
11,
352,
19629,
20957,
62,
23870,
3712,
33,
970,
28,
9562,
8,
198,
220,
220,
220,
1441,
279,
8899,
19510,
2539,
8,
4613,
16092,
292,
1668,
13,
1136,
7,
19608,
292,
1668,
11,
1994,
26,
198,
220,
220,
220,
220,
220,
220,
220,
20957,
62,
23870,
28,
2502,
13154,
62,
23870,
828,
8251,
8,
198,
437,
198,
8818,
7308,
13,
1136,
9630,
90,
10100,
1279,
25,
27741,
10100,
92,
7,
19608,
292,
1668,
3712,
27354,
292,
1668,
16177,
11,
198,
220,
220,
220,
220,
220,
220,
220,
8251,
3712,
19182,
90,
10100,
11,
352,
30072,
198,
220,
220,
220,
651,
7,
19608,
292,
1668,
11,
8251,
8,
198,
437,
198,
198,
37811,
198,
220,
220,
220,
1234,
0,
7,
19608,
292,
1668,
3712,
27354,
292,
1668,
16177,
11,
1994,
3712,
23839,
10100,
11,
198,
220,
220,
220,
220,
220,
220,
220,
649,
62,
8367,
3712,
38176,
90,
9399,
11,
18331,
92,
28,
22366,
26,
691,
62,
23870,
3712,
33,
970,
28,
9562,
8,
198,
198,
11588,
287,
257,
649,
1988,
656,
262,
19395,
1668,
329,
262,
1813,
1994,
13,
383,
649,
1988,
460,
307,
198,
23599,
416,
262,
5128,
24418,
393,
611,
645,
24418,
318,
7368,
11,
340,
481,
307,
5954,
422,
262,
198,
23870,
13,
16018,
453,
1249,
5137,
262,
649,
1988,
656,
262,
12940,
691,
13,
198,
198,
16580,
25,
383,
4905,
318,
28721,
611,
691,
62,
23870,
796,
2081,
290,
5128,
649,
62,
8367,
24418,
318,
198,
1662,
7368,
13,
198,
37811,
198,
8818,
1234,
0,
7,
19608,
292,
1668,
3712,
27354,
292,
1668,
16177,
11,
1994,
3712,
23839,
10100,
11,
198,
220,
220,
220,
220,
220,
220,
220,
649,
62,
8367,
3712,
38176,
90,
9399,
11,
18331,
92,
28,
22366,
26,
691,
62,
23870,
3712,
33,
970,
28,
9562,
8,
198,
220,
220,
220,
4049,
7203,
1996,
0,
318,
407,
9177,
329,
720,
19608,
292,
1668,
4943,
198,
437,
198,
8818,
7308,
13,
2617,
9630,
0,
7,
19608,
292,
1668,
3712,
27354,
292,
1668,
16177,
11,
1994,
3712,
23839,
10100,
11,
198,
220,
220,
220,
220,
220,
220,
220,
649,
62,
8367,
3712,
38176,
90,
9399,
11,
18331,
92,
28,
22366,
26,
691,
62,
23870,
3712,
33,
970,
28,
9562,
8,
198,
220,
220,
220,
1234,
0,
7,
19608,
292,
1668,
11,
1994,
11,
649,
62,
8367,
8,
198,
437,
198,
198,
37811,
198,
220,
220,
220,
1234,
0,
90,
10100,
1279,
25,
27741,
10100,
11,
314,
1279,
25,
24418,
92,
7,
198,
220,
220,
220,
220,
220,
220,
220,
19395,
1668,
3712,
27354,
292,
1668,
16177,
11,
8251,
3712,
19182,
90,
10100,
11,
352,
5512,
198,
220,
220,
220,
220,
220,
220,
220,
649,
62,
27160,
3712,
19182,
90,
40,
11,
352,
19629,
691,
62,
23870,
3712,
33,
970,
28,
9562,
8,
198,
198,
11588,
287,
649,
3815,
656,
262,
19395,
1668,
329,
262,
1813,
8251,
13,
383,
649,
1988,
460,
307,
198,
23599,
416,
262,
5128,
24418,
393,
611,
645,
24418,
318,
7368,
11,
340,
481,
307,
5954,
422,
262,
198,
23870,
13,
16018,
453,
1249,
5137,
262,
649,
1988,
656,
262,
12940,
691,
13,
198,
198,
16580,
25,
383,
4905,
318,
28721,
611,
691,
62,
23870,
796,
3991,
290,
5128,
649,
62,
8367,
24418,
318,
198,
1662,
7368,
13,
198,
37811,
198,
2,
8554,
5772,
316,
10466,
780,
355,
286,
657,
13,
19,
13,
21,
460,
407,
7719,
15690,
90,
42643,
3978,
10100,
11,
352,
92,
198,
2,
284,
15690,
90,
23839,
10100,
11,
352,
92,
198,
8818,
1234,
0,
90,
10100,
1279,
25,
27741,
10100,
11,
314,
1279,
25,
4479,
90,
9399,
11,
18331,
11709,
7,
198,
220,
220,
220,
220,
220,
220,
220,
19395,
1668,
3712,
27354,
292,
1668,
16177,
11,
8251,
3712,
19182,
90,
10100,
11,
352,
5512,
198,
220,
220,
220,
220,
220,
220,
220,
649,
62,
27160,
3712,
19182,
90,
40,
11,
352,
19629,
691,
62,
23870,
3712,
33,
970,
28,
9562,
8,
198,
220,
220,
220,
1441,
279,
8899,
19510,
9630,
8,
4613,
16092,
292,
1668,
13,
1996,
0,
7,
19608,
292,
1668,
11,
8251,
58,
9630,
4357,
198,
220,
220,
220,
220,
220,
220,
220,
649,
62,
27160,
58,
9630,
11208,
691,
62,
23870,
28,
8807,
62,
23870,
828,
352,
25,
13664,
7,
13083,
4008,
198,
437,
198,
8818,
7308,
13,
2617,
9630,
0,
90,
10100,
1279,
25,
27741,
10100,
11,
314,
1279,
25,
4479,
90,
9399,
11,
18331,
11709,
7,
198,
220,
220,
220,
220,
220,
220,
220,
19395,
1668,
3712,
27354,
292,
1668,
16177,
11,
8251,
3712,
19182,
90,
10100,
11,
352,
5512,
198,
220,
220,
220,
220,
220,
220,
220,
649,
62,
27160,
3712,
19182,
90,
40,
11,
352,
19629,
691,
62,
23870,
3712,
33,
970,
28,
9562,
8,
198,
220,
220,
220,
1234,
0,
7,
19608,
292,
1668,
11,
8251,
11,
649,
62,
27160,
8,
198,
437,
198,
198,
8818,
1234,
0,
90,
10100,
1279,
25,
27741,
10100,
92,
7,
198,
220,
220,
220,
220,
220,
220,
220,
19395,
1668,
3712,
27354,
292,
1668,
16177,
11,
8251,
3712,
19182,
90,
10100,
11,
352,
19629,
198,
220,
220,
220,
220,
220,
220,
220,
691,
62,
23870,
3712,
33,
970,
28,
9562,
8,
198,
220,
220,
220,
1441,
279,
8899,
19510,
9630,
8,
4613,
16092,
292,
1668,
13,
1996,
0,
7,
19608,
292,
1668,
11,
8251,
58,
9630,
4357,
198,
220,
220,
220,
220,
220,
220,
220,
2147,
26,
691,
62,
23870,
28,
8807,
62,
23870,
828,
352,
25,
13664,
7,
13083,
4008,
198,
437,
198,
198,
37811,
198,
220,
220,
220,
1598,
0,
7,
19608,
292,
1668,
3712,
27354,
292,
1668,
16177,
11,
1994,
3712,
23839,
10100,
19629,
198,
220,
220,
220,
220,
220,
220,
220,
691,
62,
23870,
3712,
33,
970,
28,
9562,
8,
198,
198,
38727,
262,
1988,
422,
262,
19395,
1668,
13,
16018,
453,
691,
12233,
422,
12940,
13,
198,
35561,
19395,
1668,
290,
857,
2147,
611,
1994,
318,
407,
1043,
357,
5661,
318,
644,
22300,
198,
63,
35,
713,
63,
857,
8,
198,
37811,
198,
8818,
7308,
13,
33678,
0,
7,
19608,
292,
1668,
3712,
27354,
292,
1668,
16177,
11,
1994,
3712,
23839,
10100,
26,
198,
220,
220,
220,
220,
220,
220,
220,
691,
62,
23870,
3712,
33,
970,
28,
9562,
8,
198,
220,
220,
220,
4049,
7203,
33678,
0,
318,
407,
9177,
329,
720,
19608,
292,
1668,
4943,
198,
437,
198,
198,
37811,
198,
220,
220,
220,
12233,
0,
90,
10100,
1279,
25,
27741,
10100,
92,
7,
19608,
292,
1668,
3712,
27354,
292,
1668,
16177,
11,
198,
220,
220,
220,
220,
220,
220,
220,
8251,
3712,
19182,
90,
10100,
11,
352,
19629,
691,
62,
23870,
3712,
33,
970,
28,
9562,
8,
198,
198,
38727,
3294,
8251,
422,
262,
19395,
1668,
13,
16018,
453,
691,
12233,
422,
12940,
198,
35561,
19395,
1668,
290,
857,
2147,
611,
1994,
318,
407,
1043,
357,
5661,
318,
644,
22300,
198,
63,
35,
713,
63,
857,
8,
198,
37811,
198,
8818,
7308,
13,
33678,
0,
90,
10100,
1279,
25,
27741,
10100,
92,
7,
19608,
292,
1668,
3712,
27354,
292,
1668,
16177,
11,
198,
220,
220,
220,
220,
220,
220,
220,
8251,
3712,
19182,
90,
10100,
11,
352,
19629,
691,
62,
23870,
3712,
33,
970,
28,
9562,
8,
198,
220,
220,
220,
1441,
279,
8899,
19510,
2539,
8,
4613,
16092,
292,
1668,
13,
33678,
0,
7,
19608,
292,
1668,
11,
1994,
26,
198,
220,
220,
220,
220,
220,
220,
220,
691,
62,
23870,
28,
8807,
62,
23870,
828,
8251,
8,
198,
437,
198,
198,
37811,
198,
220,
220,
220,
1598,
0,
3419,
198,
198,
19856,
262,
19395,
1668,
0,
198,
37811,
198,
8818,
1598,
62,
23870,
7,
19608,
292,
1668,
3712,
27354,
292,
1668,
16177,
8,
198,
220,
220,
220,
4049,
7203,
20063,
62,
23870,
0,
318,
407,
9177,
329,
720,
19608,
292,
1668,
4943,
198,
437,
198,
198,
437,
1303,
8265,
16092,
292,
1668,
198
] | 2.931832 | 1,599 |
@reexport module EmptyReservoirs
# Standard library
using Statistics
using Printf
using Dates
using RecipesBase
using Distributions
using Parameters
using StochasticPrograms
using Flux
using HydroModels
using HydroModels: AbstractHydroModel, River, Plant, Area, Scenario, Forecaster, forecast
import HydroModels: modelindices
using Plots: font, text, Shape
export
EmptyReservoirsData,
EmptyReservoirsScenario,
EmptyReservoirsSampler,
EmptyReservoirsModel
include("data.jl")
include("scenarios.jl")
include("indices.jl")
include("model.jl")
end
| [
31,
631,
87,
634,
8265,
33523,
4965,
712,
10840,
82,
198,
198,
2,
8997,
5888,
198,
3500,
14370,
198,
3500,
12578,
69,
198,
3500,
44712,
198,
198,
3500,
44229,
14881,
198,
3500,
46567,
507,
198,
3500,
40117,
198,
3500,
520,
5374,
3477,
15167,
82,
198,
3500,
1610,
2821,
198,
3500,
32116,
5841,
1424,
198,
3500,
32116,
5841,
1424,
25,
27741,
40436,
305,
17633,
11,
5866,
11,
16561,
11,
9498,
11,
1446,
39055,
11,
4558,
17970,
11,
11092,
198,
198,
11748,
32116,
5841,
1424,
25,
2746,
521,
1063,
198,
198,
3500,
1345,
1747,
25,
10369,
11,
2420,
11,
25959,
198,
198,
39344,
198,
220,
220,
220,
33523,
4965,
712,
10840,
82,
6601,
11,
198,
220,
220,
220,
33523,
4965,
712,
10840,
82,
3351,
39055,
11,
198,
220,
220,
220,
33523,
4965,
712,
10840,
82,
16305,
20053,
11,
198,
220,
220,
220,
33523,
4965,
712,
10840,
82,
17633,
198,
198,
17256,
7203,
7890,
13,
20362,
4943,
198,
17256,
7203,
1416,
268,
13010,
13,
20362,
4943,
198,
17256,
7203,
521,
1063,
13,
20362,
4943,
198,
17256,
7203,
19849,
13,
20362,
4943,
198,
198,
437,
198
] | 3.115385 | 182 |
<gh_stars>10-100
# This file is a part of ElasticArrays.jl, licensed under the MIT License (MIT).
function _split_dims(dims::NTuple{N,Integer}) where {N}
int_dims = Int.(dims)
Base.front(int_dims), int_dims[end]
end
| [
27,
456,
62,
30783,
29,
940,
12,
3064,
198,
2,
770,
2393,
318,
257,
636,
286,
48567,
3163,
20477,
13,
20362,
11,
11971,
739,
262,
17168,
13789,
357,
36393,
737,
628,
198,
8818,
4808,
35312,
62,
67,
12078,
7,
67,
12078,
3712,
11251,
29291,
90,
45,
11,
46541,
30072,
810,
1391,
45,
92,
198,
220,
220,
220,
493,
62,
67,
12078,
796,
2558,
12195,
67,
12078,
8,
198,
220,
220,
220,
7308,
13,
8534,
7,
600,
62,
67,
12078,
828,
493,
62,
67,
12078,
58,
437,
60,
198,
437,
198
] | 2.511111 | 90 |
@inline function calcpoint(blockIdx, blockDim, threadIdx, size)
i = (blockIdx - 1) * blockDim + threadIdx
return i, Float32(i)
end
function kernel_texture_warp_native(dst::CuDeviceArray{<:Any,1}, texture::CuDeviceTexture{<:Any,1})
i, u = calcpoint(blockIdx().x, blockDim().x, threadIdx().x, size(dst)[1])
@inbounds dst[i] = texture[u]
return nothing
end
function kernel_texture_warp_native(dst::CuDeviceArray{<:Any,2}, texture::CuDeviceTexture{<:Any,2})
i, u = calcpoint(blockIdx().x, blockDim().x, threadIdx().x, size(dst)[1])
j, v = calcpoint(blockIdx().y, blockDim().y, threadIdx().y, size(dst)[2])
@inbounds dst[i,j] = texture[u,v]
return nothing
end
function kernel_texture_warp_native(dst::CuDeviceArray{<:Any,3}, texture::CuDeviceTexture{<:Any,3})
i, u = calcpoint(blockIdx().x, blockDim().x, threadIdx().x, size(dst)[1])
j, v = calcpoint(blockIdx().y, blockDim().y, threadIdx().y, size(dst)[2])
k, w = calcpoint(blockIdx().z, blockDim().z, threadIdx().z, size(dst)[3])
@inbounds dst[i,j,k] = texture[u,v,w]
return nothing
end
function fetch_all(texture)
dims = size(texture)
d_out = CuArray{eltype(texture)}(undef, dims...)
@cuda threads = dims kernel_texture_warp_native(d_out, texture)
d_out
end
@testset "CuTextureArray(::CuArray)" begin
testheight, testwidth, testdepth = 16, 16, 4
a1D = convert(Array{Float32}, 1:testheight)
a2D = convert(Array{Float32}, repeat(1:testheight, 1, testwidth) + repeat(0.01 * (1:testwidth)', testheight, 1))
a3D = convert(Array{Float32}, repeat(a2D, 1, 1, testdepth))
for k = 1:testdepth; a3D[:,:,k] .+= 0.0001 * k; end
d_a1D = CuArray(a1D)
d_a2D = CuArray(a2D)
d_a3D = CuArray(a3D)
texarr1D = CuTextureArray(d_a1D)
tex1D = CuTexture(texarr1D)
@test fetch_all(tex1D) == d_a1D
texarr2D = CuTextureArray(d_a2D)
tex2D = CuTexture(texarr2D)
@test fetch_all(tex2D) == d_a2D
texarr3D = CuTextureArray(d_a3D)
tex3D = CuTexture(texarr3D)
@test fetch_all(tex3D) == d_a3D
end
@testset "CuTextureArray(::Array)" begin
testheight, testwidth, testdepth = 16, 16, 4
a1D = convert(Array{Float32}, 1:testheight)
a2D = convert(Array{Float32}, repeat(1:testheight, 1, testwidth) + repeat(0.01 * (1:testwidth)', testheight, 1))
a3D = convert(Array{Float32}, repeat(a2D, 1, 1, testdepth))
for k = 1:testdepth; a3D[:,:,k] .+= 0.0001 * k; end
texarr1D = CuTextureArray(a1D)
copyto!(texarr1D, a1D)
tex1D = CuTexture(texarr1D)
@test Array(fetch_all(tex1D)) == a1D
texarr2D = CuTextureArray(a2D)
tex2D = CuTexture(texarr2D)
@test Array(fetch_all(tex2D)) == a2D
tex2D_dir = CuTexture(CuTextureArray(a2D))
@test Array(fetch_all(tex2D_dir)) == a2D
texarr3D = CuTextureArray(a3D)
tex3D = CuTexture(texarr3D)
@test Array(fetch_all(tex3D)) == a3D
end
@testset "CuTexture(::CuArray)" begin
testheight, testwidth, testdepth = 16, 16, 4
a1D = convert(Array{Float32}, 1:testheight)
a2D = convert(Array{Float32}, repeat(1:testheight, 1, testwidth) + repeat(0.01 * (1:testwidth)', testheight, 1))
d_a1D = CuArray(a1D)
d_a2D = CuArray(a2D)
# Strangely, this is not working
texwrap1D = CuTexture(d_a1D)
@test_broken fetch_all(texwrap1D) == d_a1D
# This works as long as d_a2D is well pitched
texwrap2D = CuTexture(d_a2D)
@test fetch_all(texwrap2D) == d_a2D
end
@testset "type support" begin
for T in (Int32, UInt32, Int16, UInt16, Int8, UInt8, Float32, Float16)
testheight, testwidth, testdepth = 32, 32, 4
a2D = rand(T, testheight, testwidth)
d_a2D = CuArray(a2D)
# Using CuTextureArray
tex_2D = CuTexture(d_a2D)
@test fetch_all(tex_2D) == d_a2D
# Wrapping CuArray
# This works as long as d_a2D is well pitched
texwrap_2D = CuTexture(d_a2D)
@test fetch_all(texwrap_2D) == d_a2D
end
end
@testset "multiple channels" begin
testheight, testwidth, testdepth = 16, 16, 4
a2D = [(Int32(i), Int32(j)) for i = 1:testheight, j = 1:testwidth]
d_a2D = CuArray(a2D)
texarr2D = CuTextureArray(d_a2D)
tex2D = CuTexture(texarr2D)
@test fetch_all(tex2D) == d_a2D
testheight, testwidth, testdepth = 16, 16, 4
a2D = [(Int16(i), Int16(j), Int16(i + j), Int16(i - j)) for i = 1:testheight, j = 1:testwidth]
d_a2D = CuArray(a2D)
texarr2D = CuTextureArray(d_a2D)
tex2D = CuTexture(texarr2D)
@test fetch_all(tex2D) == d_a2D
end
| [
31,
45145,
2163,
42302,
4122,
7,
9967,
7390,
87,
11,
2512,
29271,
11,
4704,
7390,
87,
11,
2546,
8,
198,
220,
220,
220,
1312,
796,
357,
9967,
7390,
87,
532,
352,
8,
1635,
2512,
29271,
1343,
4704,
7390,
87,
198,
220,
220,
220,
1441,
1312,
11,
48436,
2624,
7,
72,
8,
198,
437,
198,
8818,
9720,
62,
41293,
62,
86,
5117,
62,
30191,
7,
67,
301,
3712,
46141,
24728,
19182,
90,
27,
25,
7149,
11,
16,
5512,
11743,
3712,
46141,
24728,
32742,
90,
27,
25,
7149,
11,
16,
30072,
198,
220,
220,
220,
1312,
11,
334,
796,
42302,
4122,
7,
9967,
7390,
87,
22446,
87,
11,
2512,
29271,
22446,
87,
11,
4704,
7390,
87,
22446,
87,
11,
2546,
7,
67,
301,
38381,
16,
12962,
198,
220,
220,
220,
2488,
259,
65,
3733,
29636,
58,
72,
60,
796,
11743,
58,
84,
60,
198,
220,
220,
220,
1441,
2147,
198,
437,
198,
8818,
9720,
62,
41293,
62,
86,
5117,
62,
30191,
7,
67,
301,
3712,
46141,
24728,
19182,
90,
27,
25,
7149,
11,
17,
5512,
11743,
3712,
46141,
24728,
32742,
90,
27,
25,
7149,
11,
17,
30072,
198,
220,
220,
220,
1312,
11,
334,
796,
42302,
4122,
7,
9967,
7390,
87,
22446,
87,
11,
2512,
29271,
22446,
87,
11,
4704,
7390,
87,
22446,
87,
11,
2546,
7,
67,
301,
38381,
16,
12962,
198,
220,
220,
220,
474,
11,
410,
796,
42302,
4122,
7,
9967,
7390,
87,
22446,
88,
11,
2512,
29271,
22446,
88,
11,
4704,
7390,
87,
22446,
88,
11,
2546,
7,
67,
301,
38381,
17,
12962,
198,
220,
220,
220,
2488,
259,
65,
3733,
29636,
58,
72,
11,
73,
60,
796,
11743,
58,
84,
11,
85,
60,
198,
220,
220,
220,
1441,
2147,
198,
437,
198,
8818,
9720,
62,
41293,
62,
86,
5117,
62,
30191,
7,
67,
301,
3712,
46141,
24728,
19182,
90,
27,
25,
7149,
11,
18,
5512,
11743,
3712,
46141,
24728,
32742,
90,
27,
25,
7149,
11,
18,
30072,
198,
220,
220,
220,
1312,
11,
334,
796,
42302,
4122,
7,
9967,
7390,
87,
22446,
87,
11,
2512,
29271,
22446,
87,
11,
4704,
7390,
87,
22446,
87,
11,
2546,
7,
67,
301,
38381,
16,
12962,
198,
220,
220,
220,
474,
11,
410,
796,
42302,
4122,
7,
9967,
7390,
87,
22446,
88,
11,
2512,
29271,
22446,
88,
11,
4704,
7390,
87,
22446,
88,
11,
2546,
7,
67,
301,
38381,
17,
12962,
198,
220,
220,
220,
479,
11,
266,
796,
42302,
4122,
7,
9967,
7390,
87,
22446,
89,
11,
2512,
29271,
22446,
89,
11,
4704,
7390,
87,
22446,
89,
11,
2546,
7,
67,
301,
38381,
18,
12962,
198,
220,
220,
220,
2488,
259,
65,
3733,
29636,
58,
72,
11,
73,
11,
74,
60,
796,
11743,
58,
84,
11,
85,
11,
86,
60,
198,
220,
220,
220,
1441,
2147,
198,
437,
198,
198,
8818,
21207,
62,
439,
7,
41293,
8,
198,
220,
220,
220,
5391,
82,
796,
2546,
7,
41293,
8,
198,
220,
220,
220,
288,
62,
448,
796,
14496,
19182,
90,
417,
4906,
7,
41293,
38165,
7,
917,
891,
11,
5391,
82,
23029,
198,
220,
220,
220,
2488,
66,
15339,
14390,
796,
5391,
82,
9720,
62,
41293,
62,
86,
5117,
62,
30191,
7,
67,
62,
448,
11,
11743,
8,
198,
220,
220,
220,
288,
62,
448,
198,
437,
198,
198,
31,
9288,
2617,
366,
46141,
32742,
19182,
7,
3712,
46141,
19182,
16725,
2221,
198,
220,
220,
220,
1332,
17015,
11,
1332,
10394,
11,
1332,
18053,
796,
1467,
11,
1467,
11,
604,
198,
220,
220,
220,
257,
16,
35,
796,
10385,
7,
19182,
90,
43879,
2624,
5512,
352,
25,
9288,
17015,
8,
198,
220,
220,
220,
257,
17,
35,
796,
10385,
7,
19182,
90,
43879,
2624,
5512,
9585,
7,
16,
25,
9288,
17015,
11,
352,
11,
1332,
10394,
8,
1343,
9585,
7,
15,
13,
486,
1635,
357,
16,
25,
9288,
10394,
8,
3256,
1332,
17015,
11,
352,
4008,
198,
220,
220,
220,
257,
18,
35,
796,
10385,
7,
19182,
90,
43879,
2624,
5512,
9585,
7,
64,
17,
35,
11,
352,
11,
352,
11,
1332,
18053,
4008,
198,
220,
220,
220,
329,
479,
796,
352,
25,
9288,
18053,
26,
257,
18,
35,
58,
45299,
45299,
74,
60,
764,
47932,
657,
13,
18005,
1635,
479,
26,
886,
198,
220,
220,
220,
288,
62,
64,
16,
35,
796,
14496,
19182,
7,
64,
16,
35,
8,
198,
220,
220,
220,
288,
62,
64,
17,
35,
796,
14496,
19182,
7,
64,
17,
35,
8,
198,
220,
220,
220,
288,
62,
64,
18,
35,
796,
14496,
19182,
7,
64,
18,
35,
8,
628,
220,
220,
220,
48659,
3258,
16,
35,
796,
14496,
32742,
19182,
7,
67,
62,
64,
16,
35,
8,
198,
220,
220,
220,
48659,
16,
35,
796,
14496,
32742,
7,
16886,
3258,
16,
35,
8,
198,
220,
220,
220,
2488,
9288,
21207,
62,
439,
7,
16886,
16,
35,
8,
6624,
288,
62,
64,
16,
35,
628,
220,
220,
220,
48659,
3258,
17,
35,
796,
14496,
32742,
19182,
7,
67,
62,
64,
17,
35,
8,
198,
220,
220,
220,
48659,
17,
35,
796,
14496,
32742,
7,
16886,
3258,
17,
35,
8,
198,
220,
220,
220,
2488,
9288,
21207,
62,
439,
7,
16886,
17,
35,
8,
6624,
288,
62,
64,
17,
35,
628,
220,
220,
220,
48659,
3258,
18,
35,
796,
14496,
32742,
19182,
7,
67,
62,
64,
18,
35,
8,
198,
220,
220,
220,
48659,
18,
35,
796,
14496,
32742,
7,
16886,
3258,
18,
35,
8,
198,
220,
220,
220,
2488,
9288,
21207,
62,
439,
7,
16886,
18,
35,
8,
6624,
288,
62,
64,
18,
35,
198,
437,
198,
198,
31,
9288,
2617,
366,
46141,
32742,
19182,
7,
3712,
19182,
16725,
2221,
198,
220,
220,
220,
1332,
17015,
11,
1332,
10394,
11,
1332,
18053,
796,
1467,
11,
1467,
11,
604,
198,
220,
220,
220,
257,
16,
35,
796,
10385,
7,
19182,
90,
43879,
2624,
5512,
352,
25,
9288,
17015,
8,
198,
220,
220,
220,
257,
17,
35,
796,
10385,
7,
19182,
90,
43879,
2624,
5512,
9585,
7,
16,
25,
9288,
17015,
11,
352,
11,
1332,
10394,
8,
1343,
9585,
7,
15,
13,
486,
1635,
357,
16,
25,
9288,
10394,
8,
3256,
1332,
17015,
11,
352,
4008,
198,
220,
220,
220,
257,
18,
35,
796,
10385,
7,
19182,
90,
43879,
2624,
5512,
9585,
7,
64,
17,
35,
11,
352,
11,
352,
11,
1332,
18053,
4008,
198,
220,
220,
220,
329,
479,
796,
352,
25,
9288,
18053,
26,
257,
18,
35,
58,
45299,
45299,
74,
60,
764,
47932,
657,
13,
18005,
1635,
479,
26,
886,
628,
220,
220,
220,
48659,
3258,
16,
35,
796,
14496,
32742,
19182,
7,
64,
16,
35,
8,
198,
220,
220,
220,
4866,
1462,
0,
7,
16886,
3258,
16,
35,
11,
257,
16,
35,
8,
198,
220,
220,
220,
48659,
16,
35,
796,
14496,
32742,
7,
16886,
3258,
16,
35,
8,
198,
220,
220,
220,
2488,
9288,
15690,
7,
69,
7569,
62,
439,
7,
16886,
16,
35,
4008,
6624,
257,
16,
35,
628,
220,
220,
220,
48659,
3258,
17,
35,
796,
14496,
32742,
19182,
7,
64,
17,
35,
8,
198,
220,
220,
220,
48659,
17,
35,
796,
14496,
32742,
7,
16886,
3258,
17,
35,
8,
198,
220,
220,
220,
2488,
9288,
15690,
7,
69,
7569,
62,
439,
7,
16886,
17,
35,
4008,
6624,
257,
17,
35,
628,
220,
220,
220,
48659,
17,
35,
62,
15908,
796,
14496,
32742,
7,
46141,
32742,
19182,
7,
64,
17,
35,
4008,
198,
220,
220,
220,
2488,
9288,
15690,
7,
69,
7569,
62,
439,
7,
16886,
17,
35,
62,
15908,
4008,
6624,
257,
17,
35,
628,
220,
220,
220,
48659,
3258,
18,
35,
796,
14496,
32742,
19182,
7,
64,
18,
35,
8,
198,
220,
220,
220,
48659,
18,
35,
796,
14496,
32742,
7,
16886,
3258,
18,
35,
8,
198,
220,
220,
220,
2488,
9288,
15690,
7,
69,
7569,
62,
439,
7,
16886,
18,
35,
4008,
6624,
257,
18,
35,
198,
437,
198,
198,
31,
9288,
2617,
366,
46141,
32742,
7,
3712,
46141,
19182,
16725,
2221,
198,
220,
220,
220,
1332,
17015,
11,
1332,
10394,
11,
1332,
18053,
796,
1467,
11,
1467,
11,
604,
198,
220,
220,
220,
257,
16,
35,
796,
10385,
7,
19182,
90,
43879,
2624,
5512,
352,
25,
9288,
17015,
8,
198,
220,
220,
220,
257,
17,
35,
796,
10385,
7,
19182,
90,
43879,
2624,
5512,
9585,
7,
16,
25,
9288,
17015,
11,
352,
11,
1332,
10394,
8,
1343,
9585,
7,
15,
13,
486,
1635,
357,
16,
25,
9288,
10394,
8,
3256,
1332,
17015,
11,
352,
4008,
198,
220,
220,
220,
288,
62,
64,
16,
35,
796,
14496,
19182,
7,
64,
16,
35,
8,
198,
220,
220,
220,
288,
62,
64,
17,
35,
796,
14496,
19182,
7,
64,
17,
35,
8,
628,
220,
220,
220,
1303,
16810,
306,
11,
428,
318,
407,
1762,
198,
220,
220,
220,
48659,
37150,
16,
35,
796,
14496,
32742,
7,
67,
62,
64,
16,
35,
8,
198,
220,
220,
220,
2488,
9288,
62,
25826,
21207,
62,
439,
7,
16886,
37150,
16,
35,
8,
6624,
288,
62,
64,
16,
35,
628,
220,
220,
220,
1303,
770,
2499,
355,
890,
355,
288,
62,
64,
17,
35,
318,
880,
21730,
198,
220,
220,
220,
48659,
37150,
17,
35,
796,
14496,
32742,
7,
67,
62,
64,
17,
35,
8,
198,
220,
220,
220,
2488,
9288,
21207,
62,
439,
7,
16886,
37150,
17,
35,
8,
6624,
288,
62,
64,
17,
35,
198,
437,
198,
198,
31,
9288,
2617,
366,
4906,
1104,
1,
2221,
198,
220,
220,
220,
329,
309,
287,
357,
5317,
2624,
11,
471,
5317,
2624,
11,
2558,
1433,
11,
471,
5317,
1433,
11,
2558,
23,
11,
471,
5317,
23,
11,
48436,
2624,
11,
48436,
1433,
8,
198,
220,
220,
220,
220,
220,
220,
220,
1332,
17015,
11,
1332,
10394,
11,
1332,
18053,
796,
3933,
11,
3933,
11,
604,
198,
220,
220,
220,
220,
220,
220,
220,
257,
17,
35,
796,
43720,
7,
51,
11,
1332,
17015,
11,
1332,
10394,
8,
198,
220,
220,
220,
220,
220,
220,
220,
288,
62,
64,
17,
35,
796,
14496,
19182,
7,
64,
17,
35,
8,
628,
220,
220,
220,
220,
220,
220,
220,
1303,
8554,
14496,
32742,
19182,
198,
220,
220,
220,
220,
220,
220,
220,
48659,
62,
17,
35,
796,
14496,
32742,
7,
67,
62,
64,
17,
35,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
21207,
62,
439,
7,
16886,
62,
17,
35,
8,
6624,
288,
62,
64,
17,
35,
628,
220,
220,
220,
220,
220,
220,
220,
1303,
27323,
2105,
14496,
19182,
198,
220,
220,
220,
220,
220,
220,
220,
1303,
770,
2499,
355,
890,
355,
288,
62,
64,
17,
35,
318,
880,
21730,
198,
220,
220,
220,
220,
220,
220,
220,
48659,
37150,
62,
17,
35,
796,
14496,
32742,
7,
67,
62,
64,
17,
35,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
21207,
62,
439,
7,
16886,
37150,
62,
17,
35,
8,
6624,
288,
62,
64,
17,
35,
198,
220,
220,
220,
886,
198,
437,
198,
198,
31,
9288,
2617,
366,
48101,
9619,
1,
2221,
198,
220,
220,
220,
1332,
17015,
11,
1332,
10394,
11,
1332,
18053,
796,
1467,
11,
1467,
11,
604,
198,
220,
220,
220,
257,
17,
35,
796,
47527,
5317,
2624,
7,
72,
828,
2558,
2624,
7,
73,
4008,
329,
1312,
796,
352,
25,
9288,
17015,
11,
474,
796,
352,
25,
9288,
10394,
60,
198,
220,
220,
220,
288,
62,
64,
17,
35,
796,
14496,
19182,
7,
64,
17,
35,
8,
198,
220,
220,
220,
48659,
3258,
17,
35,
796,
14496,
32742,
19182,
7,
67,
62,
64,
17,
35,
8,
198,
220,
220,
220,
48659,
17,
35,
796,
14496,
32742,
7,
16886,
3258,
17,
35,
8,
198,
220,
220,
220,
2488,
9288,
21207,
62,
439,
7,
16886,
17,
35,
8,
6624,
288,
62,
64,
17,
35,
628,
220,
220,
220,
1332,
17015,
11,
1332,
10394,
11,
1332,
18053,
796,
1467,
11,
1467,
11,
604,
198,
220,
220,
220,
257,
17,
35,
796,
47527,
5317,
1433,
7,
72,
828,
2558,
1433,
7,
73,
828,
2558,
1433,
7,
72,
1343,
474,
828,
2558,
1433,
7,
72,
532,
474,
4008,
329,
1312,
796,
352,
25,
9288,
17015,
11,
474,
796,
352,
25,
9288,
10394,
60,
198,
220,
220,
220,
288,
62,
64,
17,
35,
796,
14496,
19182,
7,
64,
17,
35,
8,
198,
220,
220,
220,
48659,
3258,
17,
35,
796,
14496,
32742,
19182,
7,
67,
62,
64,
17,
35,
8,
198,
220,
220,
220,
48659,
17,
35,
796,
14496,
32742,
7,
16886,
3258,
17,
35,
8,
198,
220,
220,
220,
2488,
9288,
21207,
62,
439,
7,
16886,
17,
35,
8,
6624,
288,
62,
64,
17,
35,
198,
437,
198
] | 2.181643 | 2,070 |
#__precompile__()
module SparseUtils
import SparseArrays
import SparseArrays: SparseMatrixCSC, nnz
import LinearAlgebra
#import DataUtils
import StatsBase
import Printf
const Callable = Union{Function, Type}
export
c_to_julia_index,
c_to_julia_index!,
density,
nnzcounts,
summarystats,
nrows,
ncols,
prunecols!,
prunecols,
prunerows,
renumbercols,
renumberrows,
renumberrowscols,
hasemptycols,
hasemptyrows
include("findrepeated.jl")
include("nzval.jl")
include("ijv.jl")
include("csc.jl")
include("coo.jl")
include("coorenumber.jl")
include("abstract.jl")
include("countmap.jl")
import .NZVal, .IJV
end # module SparseUtils
# LocalWords: nnzcounts countmap sp
| [
2,
834,
3866,
5589,
576,
834,
3419,
198,
21412,
1338,
17208,
18274,
4487,
198,
198,
11748,
1338,
17208,
3163,
20477,
198,
11748,
1338,
17208,
3163,
20477,
25,
1338,
17208,
46912,
34,
6173,
11,
299,
27305,
198,
11748,
44800,
2348,
29230,
198,
2,
11748,
6060,
18274,
4487,
198,
11748,
20595,
14881,
198,
11748,
12578,
69,
198,
198,
9979,
4889,
540,
796,
4479,
90,
22203,
11,
5994,
92,
198,
198,
39344,
198,
220,
220,
220,
269,
62,
1462,
62,
73,
43640,
62,
9630,
11,
198,
220,
220,
220,
269,
62,
1462,
62,
73,
43640,
62,
9630,
28265,
198,
220,
220,
220,
12109,
11,
198,
220,
220,
220,
299,
27305,
9127,
82,
11,
198,
220,
220,
220,
10638,
34242,
11,
198,
220,
220,
220,
299,
8516,
11,
198,
220,
220,
220,
299,
4033,
82,
11,
198,
220,
220,
220,
778,
403,
721,
10220,
28265,
198,
220,
220,
220,
778,
403,
721,
10220,
11,
198,
220,
220,
220,
778,
38886,
1666,
11,
198,
220,
220,
220,
8851,
4494,
4033,
82,
11,
198,
220,
220,
220,
8851,
4494,
8516,
11,
198,
220,
220,
220,
8851,
4494,
808,
1416,
10220,
11,
198,
220,
220,
220,
468,
28920,
4033,
82,
11,
198,
220,
220,
220,
468,
28920,
8516,
198,
198,
17256,
7203,
19796,
45956,
515,
13,
20362,
4943,
198,
17256,
7203,
27305,
2100,
13,
20362,
4943,
198,
17256,
7203,
2926,
85,
13,
20362,
4943,
198,
17256,
7203,
66,
1416,
13,
20362,
4943,
198,
17256,
7203,
1073,
78,
13,
20362,
4943,
198,
17256,
7203,
1073,
382,
17618,
13,
20362,
4943,
198,
17256,
7203,
397,
8709,
13,
20362,
4943,
198,
17256,
7203,
9127,
8899,
13,
20362,
4943,
628,
198,
11748,
764,
37371,
7762,
11,
764,
23852,
53,
198,
198,
437,
1303,
8265,
1338,
17208,
18274,
4487,
198,
198,
2,
220,
10714,
37117,
25,
220,
299,
27305,
9127,
82,
954,
8899,
599,
198
] | 2.412541 | 303 |
using Turing, Test
import Random
dir = splitdir(splitdir(pathof(Turing))[1])[1]
include(dir*"/test/test_utils/AllUtils.jl")
@stage_testset "dynamichmc" "dynamichmc.jl" begin
import DynamicHMC
Random.seed!(100)
chn = sample(gdemo_default, DynamicNUTS(), 5000);
check_numerical(chn, [:s, :m], [49/24, 7/6], atol=0.2)
end
| [
3500,
39141,
11,
6208,
198,
11748,
14534,
198,
198,
15908,
796,
6626,
15908,
7,
35312,
15908,
7,
6978,
1659,
7,
51,
870,
4008,
58,
16,
12962,
58,
16,
60,
198,
17256,
7,
15908,
9,
1,
14,
9288,
14,
9288,
62,
26791,
14,
3237,
18274,
4487,
13,
20362,
4943,
198,
198,
31,
14247,
62,
9288,
2617,
366,
67,
4989,
488,
23209,
1,
366,
67,
4989,
488,
23209,
13,
20362,
1,
2221,
198,
220,
220,
220,
1330,
26977,
39,
9655,
198,
220,
220,
220,
14534,
13,
28826,
0,
7,
3064,
8,
198,
220,
220,
220,
442,
77,
796,
6291,
7,
70,
9536,
78,
62,
12286,
11,
26977,
45,
3843,
50,
22784,
23336,
1776,
198,
220,
220,
220,
2198,
62,
77,
6975,
605,
7,
1349,
11,
685,
25,
82,
11,
1058,
76,
4357,
685,
2920,
14,
1731,
11,
767,
14,
21,
4357,
379,
349,
28,
15,
13,
17,
8,
198,
437,
198
] | 2.261745 | 149 |
module InteractiveErrors
# TODO: de-vendor once changes are upstreamed.
include("vendor/FoldingTrees/src/FoldingTrees.jl")
using .FoldingTrees
using REPL, REPL.TerminalMenus, InteractiveUtils, IterTools, Requires
export toggle, current_theme, set_theme!, reset_theme!, adjust_theme!
#
# Themes.
#
const DEFAULT_THEME = (
function_name = (bold = true,),
directory = (color = :light_black,),
filename = (color = :magenta, bold = true,),
line_number = (color = :green, bold = true),
user_stack = (color = :green, bold = true),
system_stack = (color = :red, bold = true),
stdlib_module = (color = :yellow,),
base_module = (color = :blue,),
core_module = (color = :light_black,),
package_module = (color = :cyan, bold = true,),
unknown_module = (color = :red,),
inlined_frames = (color = :light_black,),
toplevel_frames = (color = :light_black,),
repeated_frames = (color = :red,),
file_contents = (color = :light_black,),
signature = (color = :light_black, format = true, highlight = true),
source = (color = :normal, bold = true, highlight = true),
line_range = (before = 0, after = 5,),
charset = :unicode,
)
const THEME = Ref{Any}(DEFAULT_THEME)
current_theme() = THEME[]
set_theme!(nt::NamedTuple) = THEME[] = nt
set_theme!(; kws...) = set_theme!(_nt(kws))
_nt(kws) = NamedTuple{Tuple(keys(kws))}(values(kws))
reset_theme!() = set_theme!(DEFAULT_THEME)
adjust_theme!(nt::NamedTuple) = set_theme!(merge(current_theme(), nt))
adjust_theme!(; kws...) = adjust_theme!(_nt(kws))
get_theme(key) = get(NamedTuple, current_theme(), key)
get_theme(key, default) = get(current_theme(), key, default)
function style(str; kws...)
sprint(; context = :color => true) do io
printstyled(
io, str;
bold = get(kws, :bold, false),
color = get(kws, :color, :normal),
)
end
end
style(str, key::Symbol) = style(str; get_theme(key)...)
#
# Stackframe Wrapping.
#
struct StackFrameWrapper
sf::StackTraces.StackFrame
n::Int
StackFrameWrapper(tuple) = new(tuple...)
end
function Base.show(io::IO, s::StackFrameWrapper)
func = style(s.sf.func, :function_name)
file = rewrite_path(s.sf.file)
dir, file = dirname(file), basename(file)
file = style(file, :filename)
dir = style(joinpath(dir, ""), :directory)
line = style(s.sf.line, :line_number)
repeated = s.n > 1 ? style("x $(s.n)", :repeated_frames) : ""
print(io, strip("$func $dir$file:$line $repeated"))
end
function rewrite_path(path)
fn(path, replacer) = replace(String(path), replacer; count = 1)
path = fn(path, normpath(Sys.BUILD_STDLIB_PATH) => "@stdlib")
path = fn(path, normpath(Sys.STDLIB) => "@stdlib")
path = fn(path, homedir() => "~")
return path
end
function find_source(file)
# Binary versions of Julia have the wrong stdlib path, fix it.
file = replace(string(file), normpath(Sys.BUILD_STDLIB_PATH) => Sys.STDLIB; count = 1)
return Base.find_source_file(file)
end
#
# Explorer.
#
struct CapturedError
err
bt
end
Base.show(io::IO, ce::CapturedError) = showerror(io, ce.err, ce.bt)
explore(err::CapturedError) = explore(stdout, err)
function explore(io::IO, err::CapturedError; interactive = true)
# Give a printout of the actual error message prior to launching tree
# explorer since it's probably useful to have.
println(io, sprint(showerror, err.err, context = :color => true))
# Use the default cleaning functionality from Base. No need to reinvent.
clean = Base.process_backtrace(err.bt)
wrapped = StackFrameWrapper.(clean)
toplevel = findfirst(s -> StackTraces.is_top_level_frame(s.sf), wrapped)
toplevel = toplevel === nothing ? length(wrapped) : toplevel
user_frames = wrapped[1:toplevel]
system_frames = wrapped[toplevel+1:end]
root = Node{Any}("(stacktrace)")
function make_nodes(root_node, frames; fold = false)
for (nth, frame_group) in enumerate(aggregate_modules(frames))
m = module_of(first(frame_group))
if m === :unknown
for frame in frame_group
fold!(Node{Any}(frame, root_node))
end
else
name =
m === :inlined ? style("[inlined]", :inlined_frames) :
m === :toplevel ? style("[top-level]", :toplevel_frames) :
is_from_stdlib(m) ? style("$(m)", :stdlib_module) :
is_from_base(m) ? style("$(m)", :base_module) :
is_from_core(m) ? style("$(m)", :core_module) :
is_from_package(m) ? style("$(m)", :package_module) :
style("$(m)", :unknown_module)
node = Node{Any}(name, root_node)
for frame in frame_group
current = Node{Any}(frame, node)
fold!(current)
# Formatted signature for the frame:
if !StackTraces.is_top_level_frame(frame.sf)
let lines = _formatted_signature(frame)
if !isempty(lines)
sig = Node{Any}(style("signature", :signature), current)
fold!(sig)
for line in lines
Node{Any}(line, sig)
end
end
end
end
# Source code for the frame:
let lines = _lines_around(frame)
if !isempty(lines)
src = Node{Any}(style("source", :source), current)
for line in lines
Node{Any}(line, src)
end
end
end
end
# Hide any of the following by default:
if m in (:inlined, :toplevel) || is_from_stdlib(m) || is_from_base(m) || is_from_core(m) || fold
fold!(node)
end
# Always open up the very first node, unless it's a toplevel.
if nth === 1 && m !== :toplevel
unfold!(node)
end
end
end
end
user_nodes = Node{Any}(style("(user)", :user_stack), root)
make_nodes(user_nodes, user_frames)
system_nodes = Node{Any}(style("(system)", :system_stack), root)
make_nodes(system_nodes, system_frames; fold = true)
fold!(system_nodes)
menu = TreeMenu(root; dynamic = true, maxsize = 30)
result = interactive ? TerminalMenus.request(menu; cursor = 3) : user_nodes
result === nothing && return
actions = [
"clipboard" => () -> (maybe_clipboard(sprint(showerror, err.err, err.bt[1:toplevel])); nothing),
"print" => () -> (showerror(io, err.err, err.bt[1:toplevel]); nothing),
"stacktrace" => () -> clean,
"exception" => () -> err.err,
"backtrace" => () -> err.bt,
]
data = result.data
extras = []
if isa(data, StackFrameWrapper)
file, line = data.sf.file, data.sf.line
file = find_source(file)
if file !== nothing && isfile(file)
file, line
extras = [
"edit" => () -> (edit(file, line); nothing),
"retry" => () -> true,
]
has_debugger() && push!(extras, "breakpoint" => () -> breakpoint(file, line))
push!(extras, "less" => () -> (less(file, line); nothing))
actions = vcat(extras, actions)
end
if isdefined(data.sf, :linfo)
mi = data.sf.linfo
if isa(mi, Core.MethodInstance)
extras = []
if has_cthulhu()
push!(extras, "ascend" => () -> ascend(mi))
push!(extras, "descend" => () -> descend(mi))
end
if has_jet()
push!(extras, "JET" => () -> report_call(mi))
end
actions = vcat(extras, actions)
end
end
end
result = interactive ? request(MultiSelectMenu(first.(actions); charset = get_theme(:charset, :unicode))) : collect(1:length(actions))
choice = sort(collect(result))
if !isempty(choice)
output = []
for (name, func) in actions[choice]
out = func()
out === nothing || push!(output, Symbol(name) => out)
end
isempty(output) || return NamedTuple{Tuple(first.(output))}(last.(output))
end
return nothing
end
function _lines_around(s::StackFrameWrapper)
file, line = s.sf.file, s.sf.line
file = find_source(file)
if file !== nothing && isfile(file)
lines = readlines(file)
range = get_theme(:line_range)
above = max(1, line - get(range, :before, 0))
below = min(line + get(range, :after, 5), length(lines))
highlighter = get(get_theme(:source), :highlight, true) === true ? highlight : s -> style(s, :file_contents)
return highlighter.(lines[above:below])
else
return String[]
end
end
function _formatted_signature(s::StackFrameWrapper)
str = String(rsplit(string(s.sf), " at "; limit = 2)[1])
str = replace(str, "#unused#" => "")
formatter = get(get_theme(:signature), :format, true) === true ? format_julia_source : identity
highlighter = get(get_theme(:signature), :highlight, true) === true ? highlight : s -> style(s, :file_contents)
fmt = highlighter(formatter(str))
return collect(eachline(IOBuffer(fmt)))
end
# Just give up when there is no clipboard available.
function maybe_clipboard(str)
try
clipboard(str)
catch err
@warn "Could not find a clipboard."
end
end
rootmodule(m::Module) = m === Base ? m : m === parentmodule(m) ? m : rootmodule(parentmodule(m))
rootmodule(::Any) = nothing
modulepath(m::Module) = string(pkgdir(m))
modulepath(other) = ""
is_from_stdlib(m) = startswith(modulepath(rootmodule(m)), Sys.STDLIB)
is_from_base(m) = rootmodule(m) === Base
is_from_core(m) = rootmodule(m) === Core
is_from_package(m) = (r = rootmodule(m); !is_from_core(r) && !is_from_base(r) && !is_from_stdlib(r))
module_of(sf) =
sf.sf.inlined ? :inlined :
sf.sf.func === Symbol("top-level scope") ? :toplevel :
isa(sf.sf.linfo, Core.MethodInstance) ? sf.sf.linfo.def.module :
:unknown
aggregate_modules(stacktrace) = IterTools.groupby(module_of, stacktrace)
#
# REPL hook.
#
const ENABLED = Ref(true)
"""
Turn interactive errors on or off.
"""
toggle() = ENABLED[] = !ENABLED[]
is_toggle_expr(expr) = Meta.isexpr(expr, :call, 1) && expr.args[1] === :toggle
is_retry(::Nothing) = false
is_retry(nt::NamedTuple) = haskey(nt, :retry) && nt.retry === true
maybe_retry(out, expr) = is_retry(out) ? Core.eval(Main, _ast_transforms(expr)) : out
function _ast_transforms(ast)
if isdefined(Base, :active_repl_backend)
for xf in Base.active_repl_backend.ast_transforms
ast = Base.invokelatest(xf, ast)
end
end
return ast
end
function wrap_errors(expr)
if ENABLED[] && !is_toggle_expr(expr)
quote
try
$(Expr(:toplevel, expr))
catch e
$(maybe_retry)($(explore)(($CapturedError)(e, catch_backtrace())), $(Expr(:quote, expr)))
end
end
else
expr
end
end
function setup_repl()
@async begin
done = false
for _ in 1:10
if isdefined(Base, :active_repl_backend)
backend = Base.active_repl_backend
if isdefined(backend, :ast_transforms)
pushfirst!(backend.ast_transforms, wrap_errors)
done = true
break
end
end
sleep(0.5)
end
done || @warn "Could not start `InteractiveErrors` REPL hook."
end
end
#
# Requires.
#
has_cthulhu(args...) = false
ascend(args...) = @warn "`import Cthulhu` to enable `ascend` action."
descend(args...) = @warn "`import Cthulhu` to enable `descend` action."
has_debugger(args...) = false
breakpoint(args...) = @warn "`import Debugger` to enable `breakpoint` action."
has_jet(args...) = false
report_call(args...) = @warn "`import JET` to enable `report_call` action."
has_juliaformatter(args...) = false
format_julia_source(source) = source
has_ohmyrepl(args...) = false
highlight(source) = style(source, :file_contents)
function requires()
@require Cthulhu = "f68482b8-f384-11e8-15f7-abe071a5a75f" begin
has_cthulhu() = true
ascend(mi::Core.MethodInstance) = Cthulhu.ascend(mi)
descend(mi::Core.MethodInstance) = Cthulhu.descend(mi)
end
@require Debugger = "31a5f54b-26ea-5ae9-a837-f05ce5417438" begin
has_debugger() = true
breakpoint(file::AbstractString, line::Integer) = Debugger.breakpoint(file, line)
end
@require JET = "c3a54625-cd67-489e-a8e7-0a5a0ff4e31b" begin
has_jet() = true
function report_call(mi::Core.MethodInstance)
func = Base.tuple_type_head(mi.specTypes).instance
sig = Base.tuple_type_tail(mi.specTypes)
result = JET.report_call(func, sig)
@info "Press return to continue."
readline()
return result
end
end
@require JuliaFormatter = "98e50ef6-434e-11e9-1051-2b60c6c9e899" begin
has_juliaformatter() = true
format_julia_source(source::String) = try JuliaFormatter.format_text(source); catch err; source; end
end
@require OhMyREPL = "5fb14364-9ced-5910-84b2-373655c76a03" begin
has_ohmyrepl() = true
function highlight(source::String)
O = OhMyREPL
tokens = collect(O.tokenize(source))
crayons = fill(O.Crayon(), length(tokens))
O.Passes.SyntaxHighlighter.SYNTAX_HIGHLIGHTER_SETTINGS(crayons, tokens, 0)
io = IOBuffer()
for (token, crayon) in zip(tokens, crayons)
print(io, crayon)
print(io, O.untokenize(token))
print(io, O.Crayon(reset = true))
end
return String(take!(io))
end
end
end
#
# Module Initialisation.
#
function __init__()
setup_repl()
requires()
end
end # module
| [
21412,
21365,
9139,
5965,
198,
198,
2,
16926,
46,
25,
390,
12,
85,
18738,
1752,
2458,
389,
28717,
276,
13,
198,
17256,
7203,
85,
18738,
14,
37,
33266,
51,
6037,
14,
10677,
14,
37,
33266,
51,
6037,
13,
20362,
4943,
198,
3500,
764,
37,
33266,
51,
6037,
198,
198,
3500,
45285,
11,
45285,
13,
44798,
282,
10418,
385,
11,
21365,
18274,
4487,
11,
40806,
33637,
11,
26848,
198,
198,
39344,
19846,
11,
1459,
62,
43810,
11,
900,
62,
43810,
28265,
13259,
62,
43810,
28265,
4532,
62,
43810,
0,
628,
198,
2,
198,
2,
383,
6880,
13,
198,
2,
198,
198,
9979,
5550,
38865,
62,
4221,
3620,
36,
796,
357,
198,
220,
220,
220,
2163,
62,
3672,
220,
220,
796,
357,
36575,
796,
2081,
11,
828,
198,
220,
220,
220,
8619,
220,
220,
220,
220,
220,
220,
796,
357,
8043,
796,
1058,
2971,
62,
13424,
11,
828,
198,
220,
220,
220,
29472,
220,
220,
220,
220,
220,
220,
220,
796,
357,
8043,
796,
1058,
19726,
29188,
11,
10758,
796,
2081,
11,
828,
198,
220,
220,
220,
1627,
62,
17618,
220,
220,
220,
220,
796,
357,
8043,
796,
1058,
14809,
11,
10758,
796,
2081,
828,
198,
220,
220,
220,
2836,
62,
25558,
220,
220,
220,
220,
220,
796,
357,
8043,
796,
1058,
14809,
11,
10758,
796,
2081,
828,
198,
220,
220,
220,
1080,
62,
25558,
220,
220,
220,
796,
357,
8043,
796,
1058,
445,
11,
10758,
796,
2081,
828,
198,
220,
220,
220,
14367,
8019,
62,
21412,
220,
220,
796,
357,
8043,
796,
1058,
36022,
11,
828,
198,
220,
220,
220,
2779,
62,
21412,
220,
220,
220,
220,
796,
357,
8043,
796,
1058,
17585,
11,
828,
198,
220,
220,
220,
4755,
62,
21412,
220,
220,
220,
220,
796,
357,
8043,
796,
1058,
2971,
62,
13424,
11,
828,
198,
220,
220,
220,
5301,
62,
21412,
220,
796,
357,
8043,
796,
1058,
948,
272,
11,
10758,
796,
2081,
11,
828,
198,
220,
220,
220,
6439,
62,
21412,
220,
796,
357,
8043,
796,
1058,
445,
11,
828,
198,
220,
220,
220,
287,
10837,
62,
37805,
220,
796,
357,
8043,
796,
1058,
2971,
62,
13424,
11,
828,
198,
220,
220,
220,
284,
1154,
626,
62,
37805,
796,
357,
8043,
796,
1058,
2971,
62,
13424,
11,
828,
198,
220,
220,
220,
5100,
62,
37805,
796,
357,
8043,
796,
1058,
445,
11,
828,
198,
220,
220,
220,
2393,
62,
3642,
658,
220,
220,
796,
357,
8043,
796,
1058,
2971,
62,
13424,
11,
828,
198,
220,
220,
220,
9877,
220,
220,
220,
220,
220,
220,
796,
357,
8043,
796,
1058,
2971,
62,
13424,
11,
5794,
796,
2081,
11,
7238,
796,
2081,
828,
198,
220,
220,
220,
2723,
220,
220,
220,
220,
220,
220,
220,
220,
220,
796,
357,
8043,
796,
1058,
11265,
11,
10758,
796,
2081,
11,
7238,
796,
2081,
828,
198,
220,
220,
220,
1627,
62,
9521,
220,
220,
220,
220,
220,
796,
357,
19052,
796,
657,
11,
706,
796,
642,
11,
828,
198,
220,
220,
220,
34534,
316,
220,
220,
220,
220,
220,
220,
220,
220,
796,
1058,
46903,
1098,
11,
198,
8,
198,
9979,
3336,
11682,
796,
6524,
90,
7149,
92,
7,
7206,
38865,
62,
4221,
3620,
36,
8,
198,
198,
14421,
62,
43810,
3419,
796,
3336,
11682,
21737,
198,
2617,
62,
43810,
0,
7,
429,
3712,
45,
2434,
51,
29291,
8,
796,
3336,
11682,
21737,
796,
299,
83,
198,
2617,
62,
43810,
0,
7,
26,
479,
18504,
23029,
796,
900,
62,
43810,
0,
28264,
429,
7,
74,
18504,
4008,
198,
198,
62,
429,
7,
74,
18504,
8,
796,
34441,
51,
29291,
90,
51,
29291,
7,
13083,
7,
74,
18504,
4008,
92,
7,
27160,
7,
74,
18504,
4008,
198,
42503,
62,
43810,
0,
3419,
796,
900,
62,
43810,
0,
7,
7206,
38865,
62,
4221,
3620,
36,
8,
198,
198,
23032,
62,
43810,
0,
7,
429,
3712,
45,
2434,
51,
29291,
8,
796,
900,
62,
43810,
0,
7,
647,
469,
7,
14421,
62,
43810,
22784,
299,
83,
4008,
198,
23032,
62,
43810,
0,
7,
26,
479,
18504,
23029,
796,
4532,
62,
43810,
0,
28264,
429,
7,
74,
18504,
4008,
198,
198,
1136,
62,
43810,
7,
2539,
8,
796,
651,
7,
45,
2434,
51,
29291,
11,
1459,
62,
43810,
22784,
1994,
8,
198,
1136,
62,
43810,
7,
2539,
11,
4277,
8,
796,
651,
7,
14421,
62,
43810,
22784,
1994,
11,
4277,
8,
198,
198,
8818,
3918,
7,
2536,
26,
479,
18504,
23029,
198,
220,
220,
220,
18553,
7,
26,
4732,
796,
1058,
8043,
5218,
2081,
8,
466,
33245,
198,
220,
220,
220,
220,
220,
220,
220,
3601,
34365,
992,
7,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
33245,
11,
965,
26,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
10758,
796,
651,
7,
74,
18504,
11,
1058,
36575,
11,
3991,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
3124,
796,
651,
7,
74,
18504,
11,
1058,
8043,
11,
1058,
11265,
828,
198,
220,
220,
220,
220,
220,
220,
220,
1267,
198,
220,
220,
220,
886,
198,
437,
198,
7635,
7,
2536,
11,
1994,
3712,
13940,
23650,
8,
796,
3918,
7,
2536,
26,
651,
62,
43810,
7,
2539,
8,
23029,
628,
198,
2,
198,
2,
23881,
14535,
27323,
2105,
13,
198,
2,
198,
198,
7249,
23881,
19778,
36918,
2848,
198,
220,
220,
220,
264,
69,
3712,
25896,
2898,
2114,
13,
25896,
19778,
198,
220,
220,
220,
299,
3712,
5317,
198,
220,
220,
220,
23881,
19778,
36918,
2848,
7,
83,
29291,
8,
796,
649,
7,
83,
29291,
23029,
198,
437,
198,
198,
8818,
7308,
13,
12860,
7,
952,
3712,
9399,
11,
264,
3712,
25896,
19778,
36918,
2848,
8,
198,
220,
220,
220,
25439,
796,
3918,
7,
82,
13,
28202,
13,
20786,
11,
1058,
8818,
62,
3672,
8,
198,
220,
220,
220,
2393,
796,
28183,
62,
6978,
7,
82,
13,
28202,
13,
7753,
8,
198,
220,
220,
220,
26672,
11,
2393,
796,
26672,
3672,
7,
7753,
828,
1615,
12453,
7,
7753,
8,
198,
220,
220,
220,
2393,
796,
3918,
7,
7753,
11,
1058,
34345,
8,
198,
220,
220,
220,
26672,
796,
3918,
7,
22179,
6978,
7,
15908,
11,
366,
12340,
1058,
34945,
8,
198,
220,
220,
220,
1627,
796,
3918,
7,
82,
13,
28202,
13,
1370,
11,
1058,
1370,
62,
17618,
8,
198,
220,
220,
220,
5100,
796,
264,
13,
77,
1875,
352,
5633,
3918,
7203,
87,
29568,
82,
13,
77,
42501,
1058,
45956,
515,
62,
37805,
8,
1058,
13538,
198,
220,
220,
220,
3601,
7,
952,
11,
10283,
7203,
3,
20786,
720,
15908,
3,
7753,
25,
3,
1370,
720,
45956,
515,
48774,
198,
437,
198,
198,
8818,
28183,
62,
6978,
7,
6978,
8,
198,
220,
220,
220,
24714,
7,
6978,
11,
2186,
11736,
8,
796,
6330,
7,
10100,
7,
6978,
828,
2186,
11736,
26,
954,
796,
352,
8,
198,
220,
220,
220,
3108,
796,
24714,
7,
6978,
11,
2593,
6978,
7,
44387,
13,
19499,
26761,
62,
2257,
19260,
9865,
62,
34219,
8,
5218,
44212,
19282,
8019,
4943,
198,
220,
220,
220,
3108,
796,
24714,
7,
6978,
11,
2593,
6978,
7,
44387,
13,
2257,
19260,
9865,
8,
5218,
44212,
19282,
8019,
4943,
198,
220,
220,
220,
3108,
796,
24714,
7,
6978,
11,
3488,
276,
343,
3419,
5218,
366,
93,
4943,
198,
220,
220,
220,
1441,
3108,
198,
437,
198,
198,
8818,
1064,
62,
10459,
7,
7753,
8,
198,
220,
220,
220,
1303,
45755,
6300,
286,
22300,
423,
262,
2642,
14367,
8019,
3108,
11,
4259,
340,
13,
198,
220,
220,
220,
2393,
796,
6330,
7,
8841,
7,
7753,
828,
2593,
6978,
7,
44387,
13,
19499,
26761,
62,
2257,
19260,
9865,
62,
34219,
8,
5218,
311,
893,
13,
2257,
19260,
9865,
26,
954,
796,
352,
8,
198,
220,
220,
220,
1441,
7308,
13,
19796,
62,
10459,
62,
7753,
7,
7753,
8,
198,
437,
198,
198,
2,
198,
2,
19142,
13,
198,
2,
198,
198,
7249,
6790,
1522,
12331,
198,
220,
220,
220,
11454,
198,
220,
220,
220,
275,
83,
198,
437,
198,
198,
14881,
13,
12860,
7,
952,
3712,
9399,
11,
2906,
3712,
19209,
1522,
12331,
8,
796,
14643,
1472,
7,
952,
11,
2906,
13,
8056,
11,
2906,
13,
18347,
8,
198,
198,
20676,
382,
7,
8056,
3712,
19209,
1522,
12331,
8,
796,
7301,
7,
19282,
448,
11,
11454,
8,
198,
198,
8818,
7301,
7,
952,
3712,
9399,
11,
11454,
3712,
19209,
1522,
12331,
26,
14333,
796,
2081,
8,
198,
220,
220,
220,
1303,
13786,
257,
3601,
448,
286,
262,
4036,
4049,
3275,
3161,
284,
13925,
5509,
198,
220,
220,
220,
1303,
39349,
1201,
340,
338,
2192,
4465,
284,
423,
13,
198,
220,
220,
220,
44872,
7,
952,
11,
18553,
7,
1477,
789,
1472,
11,
11454,
13,
8056,
11,
4732,
796,
1058,
8043,
5218,
2081,
4008,
628,
220,
220,
220,
1303,
5765,
262,
4277,
12724,
11244,
422,
7308,
13,
1400,
761,
284,
36608,
13,
198,
220,
220,
220,
3424,
796,
7308,
13,
14681,
62,
1891,
40546,
7,
8056,
13,
18347,
8,
198,
220,
220,
220,
12908,
796,
23881,
19778,
36918,
2848,
12195,
27773,
8,
628,
220,
220,
220,
284,
1154,
626,
796,
1064,
11085,
7,
82,
4613,
23881,
2898,
2114,
13,
271,
62,
4852,
62,
5715,
62,
14535,
7,
82,
13,
28202,
828,
12908,
8,
198,
220,
220,
220,
284,
1154,
626,
796,
284,
1154,
626,
24844,
2147,
5633,
4129,
7,
29988,
1496,
8,
1058,
284,
1154,
626,
198,
220,
220,
220,
2836,
62,
37805,
796,
12908,
58,
16,
25,
83,
643,
626,
60,
198,
220,
220,
220,
1080,
62,
37805,
796,
12908,
58,
83,
643,
626,
10,
16,
25,
437,
60,
628,
220,
220,
220,
6808,
796,
19081,
90,
7149,
92,
7203,
7,
25558,
40546,
8,
4943,
628,
220,
220,
220,
2163,
787,
62,
77,
4147,
7,
15763,
62,
17440,
11,
13431,
26,
5591,
796,
3991,
8,
198,
220,
220,
220,
220,
220,
220,
220,
329,
357,
77,
400,
11,
5739,
62,
8094,
8,
287,
27056,
378,
7,
9460,
49373,
62,
18170,
7,
37805,
4008,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
285,
796,
8265,
62,
1659,
7,
11085,
7,
14535,
62,
8094,
4008,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
611,
285,
24844,
1058,
34680,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
329,
5739,
287,
5739,
62,
8094,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
5591,
0,
7,
19667,
90,
7149,
92,
7,
14535,
11,
6808,
62,
17440,
4008,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2073,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1438,
796,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
285,
24844,
1058,
259,
10837,
220,
220,
220,
5633,
3918,
7203,
58,
259,
10837,
60,
1600,
1058,
259,
10837,
62,
37805,
8,
1058,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
285,
24844,
1058,
83,
643,
626,
220,
220,
5633,
3918,
7203,
58,
4852,
12,
5715,
60,
1600,
1058,
83,
643,
626,
62,
37805,
8,
1058,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
318,
62,
6738,
62,
19282,
8019,
7,
76,
8,
5633,
3918,
7203,
3,
7,
76,
42501,
1058,
19282,
8019,
62,
21412,
8,
1058,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
318,
62,
6738,
62,
8692,
7,
76,
8,
220,
220,
5633,
3918,
7203,
3,
7,
76,
42501,
1058,
8692,
62,
21412,
8,
1058,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
318,
62,
6738,
62,
7295,
7,
76,
8,
220,
220,
5633,
3918,
7203,
3,
7,
76,
42501,
1058,
7295,
62,
21412,
8,
1058,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
318,
62,
6738,
62,
26495,
7,
76,
8,
5633,
3918,
7203,
3,
7,
76,
42501,
1058,
26495,
62,
21412,
8,
1058,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
3918,
7203,
3,
7,
76,
42501,
1058,
34680,
62,
21412,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
10139,
796,
19081,
90,
7149,
92,
7,
3672,
11,
6808,
62,
17440,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
329,
5739,
287,
5739,
62,
8094,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1459,
796,
19081,
90,
7149,
92,
7,
14535,
11,
10139,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
5591,
0,
7,
14421,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1303,
5178,
16898,
9877,
329,
262,
5739,
25,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
611,
5145,
25896,
2898,
2114,
13,
271,
62,
4852,
62,
5715,
62,
14535,
7,
14535,
13,
28202,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1309,
3951,
796,
4808,
687,
16898,
62,
12683,
1300,
7,
14535,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
611,
5145,
271,
28920,
7,
6615,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
43237,
796,
19081,
90,
7149,
92,
7,
7635,
7203,
12683,
1300,
1600,
1058,
12683,
1300,
828,
1459,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
5591,
0,
7,
82,
328,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
329,
1627,
287,
3951,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
19081,
90,
7149,
92,
7,
1370,
11,
43237,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1303,
8090,
2438,
329,
262,
5739,
25,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1309,
3951,
796,
4808,
6615,
62,
14145,
7,
14535,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
611,
5145,
271,
28920,
7,
6615,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
12351,
796,
19081,
90,
7149,
92,
7,
7635,
7203,
10459,
1600,
1058,
10459,
828,
1459,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
329,
1627,
287,
3951,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
19081,
90,
7149,
92,
7,
1370,
11,
12351,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1303,
10415,
597,
286,
262,
1708,
416,
4277,
25,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
611,
285,
287,
357,
25,
259,
10837,
11,
1058,
83,
643,
626,
8,
8614,
318,
62,
6738,
62,
19282,
8019,
7,
76,
8,
8614,
318,
62,
6738,
62,
8692,
7,
76,
8,
8614,
318,
62,
6738,
62,
7295,
7,
76,
8,
8614,
5591,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
5591,
0,
7,
17440,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1303,
16622,
1280,
510,
262,
845,
717,
10139,
11,
4556,
340,
338,
257,
284,
1154,
626,
13,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
611,
299,
400,
24844,
352,
11405,
285,
5145,
855,
1058,
83,
643,
626,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
16631,
0,
7,
17440,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
886,
628,
220,
220,
220,
2836,
62,
77,
4147,
796,
19081,
90,
7149,
92,
7,
7635,
7203,
7,
7220,
42501,
1058,
7220,
62,
25558,
828,
6808,
8,
198,
220,
220,
220,
787,
62,
77,
4147,
7,
7220,
62,
77,
4147,
11,
2836,
62,
37805,
8,
628,
220,
220,
220,
1080,
62,
77,
4147,
796,
19081,
90,
7149,
92,
7,
7635,
7203,
7,
10057,
42501,
1058,
10057,
62,
25558,
828,
6808,
8,
198,
220,
220,
220,
787,
62,
77,
4147,
7,
10057,
62,
77,
4147,
11,
1080,
62,
37805,
26,
5591,
796,
2081,
8,
198,
220,
220,
220,
5591,
0,
7,
10057,
62,
77,
4147,
8,
628,
220,
220,
220,
6859,
796,
12200,
23381,
7,
15763,
26,
8925,
796,
2081,
11,
3509,
7857,
796,
1542,
8,
198,
220,
220,
220,
1255,
796,
14333,
5633,
24523,
10418,
385,
13,
25927,
7,
26272,
26,
23493,
796,
513,
8,
1058,
2836,
62,
77,
4147,
198,
220,
220,
220,
1255,
24844,
2147,
11405,
1441,
628,
220,
220,
220,
4028,
796,
685,
198,
220,
220,
220,
220,
220,
220,
220,
366,
15036,
3526,
1,
220,
5218,
7499,
4613,
357,
25991,
62,
15036,
3526,
7,
82,
4798,
7,
1477,
789,
1472,
11,
11454,
13,
8056,
11,
11454,
13,
18347,
58,
16,
25,
83,
643,
626,
12962,
1776,
2147,
828,
198,
220,
220,
220,
220,
220,
220,
220,
366,
4798,
1,
220,
220,
220,
220,
220,
5218,
7499,
4613,
357,
1477,
789,
1472,
7,
952,
11,
11454,
13,
8056,
11,
11454,
13,
18347,
58,
16,
25,
83,
643,
626,
36563,
2147,
828,
198,
220,
220,
220,
220,
220,
220,
220,
366,
25558,
40546,
1,
5218,
7499,
4613,
3424,
11,
198,
220,
220,
220,
220,
220,
220,
220,
366,
1069,
4516,
1,
220,
5218,
7499,
4613,
11454,
13,
8056,
11,
198,
220,
220,
220,
220,
220,
220,
220,
366,
1891,
40546,
1,
220,
5218,
7499,
4613,
11454,
13,
18347,
11,
198,
220,
220,
220,
2361,
628,
220,
220,
220,
1366,
796,
1255,
13,
7890,
198,
220,
220,
220,
33849,
796,
17635,
198,
220,
220,
220,
611,
318,
64,
7,
7890,
11,
23881,
19778,
36918,
2848,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2393,
11,
1627,
796,
1366,
13,
28202,
13,
7753,
11,
1366,
13,
28202,
13,
1370,
198,
220,
220,
220,
220,
220,
220,
220,
2393,
796,
1064,
62,
10459,
7,
7753,
8,
198,
220,
220,
220,
220,
220,
220,
220,
611,
2393,
5145,
855,
2147,
11405,
318,
7753,
7,
7753,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2393,
11,
1627,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
33849,
796,
685,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
366,
19312,
1,
5218,
7499,
4613,
357,
19312,
7,
7753,
11,
1627,
1776,
2147,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
366,
1186,
563,
1,
5218,
7499,
4613,
2081,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2361,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
468,
62,
24442,
1362,
3419,
11405,
4574,
0,
7,
2302,
8847,
11,
366,
9032,
4122,
1,
5218,
7499,
4613,
2270,
4122,
7,
7753,
11,
1627,
4008,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
4574,
0,
7,
2302,
8847,
11,
366,
1203,
1,
5218,
7499,
4613,
357,
1203,
7,
7753,
11,
1627,
1776,
2147,
4008,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
4028,
796,
410,
9246,
7,
2302,
8847,
11,
4028,
8,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
611,
318,
23211,
7,
7890,
13,
28202,
11,
1058,
2815,
6513,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
21504,
796,
1366,
13,
28202,
13,
2815,
6513,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
611,
318,
64,
7,
11632,
11,
7231,
13,
17410,
33384,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
33849,
796,
17635,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
611,
468,
62,
310,
71,
36828,
3419,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
4574,
0,
7,
2302,
8847,
11,
366,
3372,
437,
1,
5218,
7499,
4613,
34800,
7,
11632,
4008,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
4574,
0,
7,
2302,
8847,
11,
366,
20147,
437,
1,
5218,
7499,
4613,
15350,
7,
11632,
4008,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
611,
468,
62,
31173,
3419,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
4574,
0,
7,
2302,
8847,
11,
366,
41,
2767,
1,
5218,
7499,
4613,
989,
62,
13345,
7,
11632,
4008,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
4028,
796,
410,
9246,
7,
2302,
8847,
11,
4028,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
886,
628,
220,
220,
220,
1255,
796,
14333,
5633,
2581,
7,
29800,
17563,
23381,
7,
11085,
12195,
4658,
1776,
34534,
316,
796,
651,
62,
43810,
7,
25,
354,
945,
316,
11,
1058,
46903,
1098,
22305,
1058,
2824,
7,
16,
25,
13664,
7,
4658,
4008,
198,
220,
220,
220,
3572,
796,
3297,
7,
33327,
7,
20274,
4008,
198,
220,
220,
220,
611,
5145,
271,
28920,
7,
25541,
8,
198,
220,
220,
220,
220,
220,
220,
220,
5072,
796,
17635,
198,
220,
220,
220,
220,
220,
220,
220,
329,
357,
3672,
11,
25439,
8,
287,
4028,
58,
25541,
60,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
503,
796,
25439,
3419,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
503,
24844,
2147,
8614,
4574,
0,
7,
22915,
11,
38357,
7,
3672,
8,
5218,
503,
8,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
318,
28920,
7,
22915,
8,
8614,
1441,
34441,
51,
29291,
90,
51,
29291,
7,
11085,
12195,
22915,
4008,
92,
7,
12957,
12195,
22915,
4008,
198,
220,
220,
220,
886,
198,
220,
220,
220,
1441,
2147,
198,
437,
198,
198,
8818,
4808,
6615,
62,
14145,
7,
82,
3712,
25896,
19778,
36918,
2848,
8,
198,
220,
220,
220,
2393,
11,
1627,
796,
264,
13,
28202,
13,
7753,
11,
264,
13,
28202,
13,
1370,
198,
220,
220,
220,
2393,
796,
1064,
62,
10459,
7,
7753,
8,
198,
220,
220,
220,
611,
2393,
5145,
855,
2147,
11405,
318,
7753,
7,
7753,
8,
198,
220,
220,
220,
220,
220,
220,
220,
3951,
796,
1100,
6615,
7,
7753,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2837,
796,
651,
62,
43810,
7,
25,
1370,
62,
9521,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2029,
796,
3509,
7,
16,
11,
1627,
532,
651,
7,
9521,
11,
1058,
19052,
11,
657,
4008,
198,
220,
220,
220,
220,
220,
220,
220,
2174,
796,
949,
7,
1370,
1343,
651,
7,
9521,
11,
1058,
8499,
11,
642,
828,
4129,
7,
6615,
4008,
198,
220,
220,
220,
220,
220,
220,
220,
1029,
75,
4799,
796,
651,
7,
1136,
62,
43810,
7,
25,
10459,
828,
1058,
8929,
2971,
11,
2081,
8,
24844,
2081,
5633,
7238,
1058,
264,
4613,
3918,
7,
82,
11,
1058,
7753,
62,
3642,
658,
8,
198,
220,
220,
220,
220,
220,
220,
220,
1441,
1029,
75,
4799,
12195,
6615,
58,
29370,
25,
35993,
12962,
198,
220,
220,
220,
2073,
198,
220,
220,
220,
220,
220,
220,
220,
1441,
10903,
21737,
198,
220,
220,
220,
886,
198,
437,
198,
198,
8818,
4808,
687,
16898,
62,
12683,
1300,
7,
82,
3712,
25896,
19778,
36918,
2848,
8,
198,
220,
220,
220,
965,
796,
10903,
7,
3808,
489,
270,
7,
8841,
7,
82,
13,
28202,
828,
366,
379,
366,
26,
4179,
796,
362,
38381,
16,
12962,
198,
220,
220,
220,
965,
796,
6330,
7,
2536,
11,
25113,
403,
1484,
2,
1,
5218,
366,
4943,
198,
220,
220,
220,
1296,
1436,
796,
651,
7,
1136,
62,
43810,
7,
25,
12683,
1300,
828,
1058,
18982,
11,
2081,
8,
24844,
2081,
5633,
5794,
62,
73,
43640,
62,
10459,
1058,
5369,
198,
220,
220,
220,
1029,
75,
4799,
796,
651,
7,
1136,
62,
43810,
7,
25,
12683,
1300,
828,
1058,
8929,
2971,
11,
2081,
8,
24844,
2081,
5633,
7238,
1058,
264,
4613,
3918,
7,
82,
11,
1058,
7753,
62,
3642,
658,
8,
198,
220,
220,
220,
46996,
796,
1029,
75,
4799,
7,
687,
1436,
7,
2536,
4008,
198,
220,
220,
220,
1441,
2824,
7,
27379,
1370,
7,
9399,
28632,
7,
69,
16762,
22305,
198,
437,
198,
198,
2,
2329,
1577,
510,
618,
612,
318,
645,
47999,
1695,
13,
198,
8818,
3863,
62,
15036,
3526,
7,
2536,
8,
198,
220,
220,
220,
1949,
198,
220,
220,
220,
220,
220,
220,
220,
47999,
7,
2536,
8,
198,
220,
220,
220,
4929,
11454,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
40539,
366,
23722,
407,
1064,
257,
47999,
526,
198,
220,
220,
220,
886,
198,
437,
198,
198,
15763,
21412,
7,
76,
3712,
26796,
8,
796,
285,
24844,
7308,
5633,
285,
1058,
285,
24844,
2560,
21412,
7,
76,
8,
5633,
285,
1058,
6808,
21412,
7,
8000,
21412,
7,
76,
4008,
198,
15763,
21412,
7,
3712,
7149,
8,
796,
2147,
198,
21412,
6978,
7,
76,
3712,
26796,
8,
796,
4731,
7,
35339,
15908,
7,
76,
4008,
198,
21412,
6978,
7,
847,
8,
796,
13538,
198,
198,
271,
62,
6738,
62,
19282,
8019,
7,
76,
8,
796,
923,
2032,
342,
7,
21412,
6978,
7,
15763,
21412,
7,
76,
36911,
311,
893,
13,
2257,
19260,
9865,
8,
198,
271,
62,
6738,
62,
8692,
7,
76,
8,
796,
6808,
21412,
7,
76,
8,
24844,
7308,
198,
271,
62,
6738,
62,
7295,
7,
76,
8,
796,
6808,
21412,
7,
76,
8,
24844,
7231,
198,
271,
62,
6738,
62,
26495,
7,
76,
8,
796,
357,
81,
796,
6808,
21412,
7,
76,
1776,
5145,
271,
62,
6738,
62,
7295,
7,
81,
8,
11405,
5145,
271,
62,
6738,
62,
8692,
7,
81,
8,
11405,
5145,
271,
62,
6738,
62,
19282,
8019,
7,
81,
4008,
198,
198,
21412,
62,
1659,
7,
28202,
8,
796,
198,
220,
220,
220,
264,
69,
13,
28202,
13,
259,
10837,
5633,
1058,
259,
10837,
1058,
198,
220,
220,
220,
264,
69,
13,
28202,
13,
20786,
24844,
38357,
7203,
4852,
12,
5715,
8354,
4943,
5633,
1058,
83,
643,
626,
1058,
198,
220,
220,
220,
318,
64,
7,
28202,
13,
28202,
13,
2815,
6513,
11,
7231,
13,
17410,
33384,
8,
5633,
264,
69,
13,
28202,
13,
2815,
6513,
13,
4299,
13,
21412,
1058,
198,
220,
220,
220,
220,
220,
220,
220,
1058,
34680,
198,
198,
9460,
49373,
62,
18170,
7,
25558,
40546,
8,
796,
40806,
33637,
13,
8094,
1525,
7,
21412,
62,
1659,
11,
8931,
40546,
8,
628,
198,
2,
198,
2,
45285,
8011,
13,
198,
2,
198,
198,
9979,
412,
4535,
9148,
1961,
796,
6524,
7,
7942,
8,
198,
198,
37811,
198,
17278,
14333,
8563,
319,
393,
572,
13,
198,
37811,
198,
44256,
3419,
796,
412,
4535,
9148,
1961,
21737,
796,
5145,
1677,
6242,
30465,
21737,
198,
198,
271,
62,
44256,
62,
31937,
7,
31937,
8,
796,
30277,
13,
786,
87,
1050,
7,
31937,
11,
1058,
13345,
11,
352,
8,
11405,
44052,
13,
22046,
58,
16,
60,
24844,
1058,
44256,
198,
198,
271,
62,
1186,
563,
7,
3712,
18465,
8,
796,
3991,
198,
271,
62,
1186,
563,
7,
429,
3712,
45,
2434,
51,
29291,
8,
796,
468,
2539,
7,
429,
11,
1058,
1186,
563,
8,
11405,
299,
83,
13,
1186,
563,
24844,
2081,
198,
198,
25991,
62,
1186,
563,
7,
448,
11,
44052,
8,
796,
318,
62,
1186,
563,
7,
448,
8,
5633,
7231,
13,
18206,
7,
13383,
11,
4808,
459,
62,
7645,
23914,
7,
31937,
4008,
1058,
503,
198,
198,
8818,
4808,
459,
62,
7645,
23914,
7,
459,
8,
198,
220,
220,
220,
611,
318,
23211,
7,
14881,
11,
1058,
5275,
62,
35666,
62,
1891,
437,
8,
198,
220,
220,
220,
220,
220,
220,
220,
329,
2124,
69,
287,
7308,
13,
5275,
62,
35666,
62,
1891,
437,
13,
459,
62,
7645,
23914,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
6468,
796,
7308,
13,
37669,
42861,
7,
26152,
11,
6468,
8,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
886,
198,
220,
220,
220,
1441,
6468,
198,
437,
198,
198,
8818,
14441,
62,
48277,
7,
31937,
8,
198,
220,
220,
220,
611,
412,
4535,
9148,
1961,
21737,
11405,
5145,
271,
62,
44256,
62,
31937,
7,
31937,
8,
198,
220,
220,
220,
220,
220,
220,
220,
9577,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1949,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
29568,
3109,
1050,
7,
25,
83,
643,
626,
11,
44052,
4008,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
4929,
304,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
29568,
25991,
62,
1186,
563,
5769,
3,
7,
20676,
382,
5769,
16763,
19209,
1522,
12331,
5769,
68,
11,
4929,
62,
1891,
40546,
28955,
828,
29568,
3109,
1050,
7,
25,
22708,
11,
44052,
22305,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
2073,
198,
220,
220,
220,
220,
220,
220,
220,
44052,
198,
220,
220,
220,
886,
198,
437,
198,
198,
8818,
9058,
62,
35666,
3419,
198,
220,
220,
220,
2488,
292,
13361,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
1760,
796,
3991,
198,
220,
220,
220,
220,
220,
220,
220,
329,
4808,
287,
352,
25,
940,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
611,
318,
23211,
7,
14881,
11,
1058,
5275,
62,
35666,
62,
1891,
437,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
30203,
796,
7308,
13,
5275,
62,
35666,
62,
1891,
437,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
611,
318,
23211,
7,
1891,
437,
11,
1058,
459,
62,
7645,
23914,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
4574,
11085,
0,
7,
1891,
437,
13,
459,
62,
7645,
23914,
11,
14441,
62,
48277,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1760,
796,
2081,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2270,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
3993,
7,
15,
13,
20,
8,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
1760,
8614,
2488,
40539,
366,
23722,
407,
923,
4600,
9492,
5275,
9139,
5965,
63,
45285,
8011,
526,
198,
220,
220,
220,
886,
198,
437,
628,
198,
2,
198,
2,
26848,
13,
198,
2,
198,
198,
10134,
62,
310,
71,
36828,
7,
22046,
23029,
796,
3991,
198,
3372,
437,
7,
22046,
23029,
796,
2488,
40539,
366,
63,
11748,
39316,
63,
284,
7139,
4600,
3372,
437,
63,
2223,
526,
198,
20147,
437,
7,
22046,
23029,
796,
2488,
40539,
366,
63,
11748,
39316,
63,
284,
7139,
4600,
20147,
437,
63,
2223,
526,
198,
198,
10134,
62,
24442,
1362,
7,
22046,
23029,
796,
3991,
198,
9032,
4122,
7,
22046,
23029,
796,
2488,
40539,
366,
63,
11748,
31687,
1362,
63,
284,
7139,
4600,
9032,
4122,
63,
2223,
526,
198,
198,
10134,
62,
31173,
7,
22046,
23029,
796,
3991,
198,
13116,
62,
13345,
7,
22046,
23029,
796,
2488,
40539,
366,
63,
11748,
449,
2767,
63,
284,
7139,
4600,
13116,
62,
13345,
63,
2223,
526,
198,
198,
10134,
62,
73,
43640,
687,
1436,
7,
22046,
23029,
796,
3991,
198,
18982,
62,
73,
43640,
62,
10459,
7,
10459,
8,
796,
2723,
198,
198,
10134,
62,
1219,
1820,
35666,
7,
22046,
23029,
796,
3991,
198,
8929,
2971,
7,
10459,
8,
796,
3918,
7,
10459,
11,
1058,
7753,
62,
3642,
658,
8,
198,
198,
8818,
4433,
3419,
198,
220,
220,
220,
2488,
46115,
39316,
796,
366,
69,
3104,
40149,
65,
23,
12,
69,
22842,
12,
1157,
68,
23,
12,
1314,
69,
22,
12,
11231,
2998,
16,
64,
20,
64,
2425,
69,
1,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
468,
62,
310,
71,
36828,
3419,
796,
2081,
198,
220,
220,
220,
220,
220,
220,
220,
34800,
7,
11632,
3712,
14055,
13,
17410,
33384,
8,
796,
39316,
13,
3372,
437,
7,
11632,
8,
198,
220,
220,
220,
220,
220,
220,
220,
15350,
7,
11632,
3712,
14055,
13,
17410,
33384,
8,
796,
39316,
13,
20147,
437,
7,
11632,
8,
198,
220,
220,
220,
886,
198,
220,
220,
220,
2488,
46115,
31687,
1362,
796,
366,
3132,
64,
20,
69,
4051,
65,
12,
2075,
18213,
12,
20,
3609,
24,
12,
64,
23,
2718,
12,
69,
2713,
344,
4051,
22985,
2548,
1,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
468,
62,
24442,
1362,
3419,
796,
2081,
198,
220,
220,
220,
220,
220,
220,
220,
2270,
4122,
7,
7753,
3712,
23839,
10100,
11,
1627,
3712,
46541,
8,
796,
31687,
1362,
13,
9032,
4122,
7,
7753,
11,
1627,
8,
198,
220,
220,
220,
886,
198,
220,
220,
220,
2488,
46115,
449,
2767,
796,
366,
66,
18,
64,
49489,
1495,
12,
10210,
3134,
12,
35890,
68,
12,
64,
23,
68,
22,
12,
15,
64,
20,
64,
15,
487,
19,
68,
3132,
65,
1,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
468,
62,
31173,
3419,
796,
2081,
198,
220,
220,
220,
220,
220,
220,
220,
2163,
989,
62,
13345,
7,
11632,
3712,
14055,
13,
17410,
33384,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
25439,
796,
7308,
13,
83,
29291,
62,
4906,
62,
2256,
7,
11632,
13,
16684,
31431,
737,
39098,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
43237,
796,
7308,
13,
83,
29291,
62,
4906,
62,
13199,
7,
11632,
13,
16684,
31431,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1255,
796,
449,
2767,
13,
13116,
62,
13345,
7,
20786,
11,
43237,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
10951,
366,
13800,
1441,
284,
2555,
526,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1100,
1370,
3419,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1441,
1255,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
886,
198,
220,
220,
220,
2488,
46115,
22300,
8479,
1436,
796,
366,
4089,
68,
1120,
891,
21,
12,
47101,
68,
12,
1157,
68,
24,
12,
940,
4349,
12,
17,
65,
1899,
66,
21,
66,
24,
68,
44093,
1,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
468,
62,
73,
43640,
687,
1436,
3419,
796,
2081,
198,
220,
220,
220,
220,
220,
220,
220,
5794,
62,
73,
43640,
62,
10459,
7,
10459,
3712,
10100,
8,
796,
1949,
22300,
8479,
1436,
13,
18982,
62,
5239,
7,
10459,
1776,
4929,
11454,
26,
2723,
26,
886,
198,
220,
220,
220,
886,
198,
220,
220,
220,
2488,
46115,
3966,
3666,
2200,
6489,
796,
366,
20,
21855,
21139,
2414,
12,
24,
771,
12,
3270,
940,
12,
5705,
65,
17,
12,
2718,
2623,
2816,
66,
4304,
64,
3070,
1,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
468,
62,
1219,
1820,
35666,
3419,
796,
2081,
198,
220,
220,
220,
220,
220,
220,
220,
2163,
7238,
7,
10459,
3712,
10100,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
440,
796,
3966,
3666,
2200,
6489,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
16326,
796,
2824,
7,
46,
13,
30001,
1096,
7,
10459,
4008,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1067,
323,
684,
796,
6070,
7,
46,
13,
34,
2433,
261,
22784,
4129,
7,
83,
482,
641,
4008,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
440,
13,
47,
13978,
13,
13940,
41641,
11922,
75,
4799,
13,
23060,
45,
5603,
55,
62,
39,
3528,
6581,
18060,
5781,
62,
28480,
51,
20754,
7,
66,
2433,
684,
11,
16326,
11,
657,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
33245,
796,
314,
9864,
13712,
3419,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
329,
357,
30001,
11,
1067,
323,
261,
8,
287,
19974,
7,
83,
482,
641,
11,
1067,
323,
684,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
3601,
7,
952,
11,
1067,
323,
261,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
3601,
7,
952,
11,
440,
13,
2797,
4233,
1096,
7,
30001,
4008,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
3601,
7,
952,
11,
440,
13,
34,
2433,
261,
7,
42503,
796,
2081,
4008,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1441,
10903,
7,
20657,
0,
7,
952,
4008,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
886,
198,
437,
628,
198,
2,
198,
2,
19937,
20768,
5612,
13,
198,
2,
198,
198,
8818,
11593,
15003,
834,
3419,
198,
220,
220,
220,
9058,
62,
35666,
3419,
198,
220,
220,
220,
4433,
3419,
198,
437,
198,
198,
437,
1303,
8265,
198
] | 2.116357 | 6,884 |
"""
transpose_to_axes(coord, b, n)
Convert from Hilbert index to a coordinatefor `b` bits
in `n` dimensions.
"""
function transpose_to_axes!(X::Vector{T}, b, n) where {T <: Integer}
N = T(2) << (b - 1)
# Gray decode by H^(H/2)
t = X[n] >> 1
for io = n:-1:2
X[io] ⊻= X[io - 1]
end
X[1] ⊻= t
# Undo excess work
Q = T(2)
while Q != N
P = Q - one(T)
for jo = n:-1:1
if (X[jo] & Q) != zero(T)
X[1] ⊻= P # invert
else # exchange
t = (X[1] ⊻ X[jo]) & P
X[1] ⊻= t
X[jo] ⊻= t
end
end
Q <<= 1
end
end
function axes_to_transpose!(X::Vector{T}, b, n) where {T <: Integer}
M = one(T) << (b - 1)
# Inverse undo
Q = M
while Q > one(T)
P = Q - one(T)
for io = 1:n
if (X[io] & Q) != zero(T)
X[1] ⊻= P
else
t = (X[1] ⊻ X[io]) & P
X[1] ⊻= t
X[io] ⊻= t
end
end
Q >>= 1
end
# Gray encode
for jo = 2:n
X[jo] ⊻= X[jo - 1]
end
t2 = zero(T)
Q = M
while Q > one(T)
if (X[n] & Q) != 0
t2 ⊻= (Q - one(T))
end
Q >>= one(T)
end
for ko = 1:n
X[ko] ⊻= t2
end
end
"""
Takes a vector of length `n` and places the bits of all `n` integers
into a single integer. The vector's 1st component is the most significant bit.
"""
function interleave_transpose(::Type{T}, X::Vector, b, n) where {T}
h = zero(T)
for i in 0:(b - 1)
for d in 1:n
ith_bit = (X[d] & (1<<i)) >> i
h |= ith_bit << (i * n + n - d)
end
end
h
end
"""
Takes a single integer and places its values into components of a vector,
bit-by-bit.
"""
function outerleave_transpose!(X::Vector{T}, h, b, n) where {T <: Integer}
X .= zero(T)
for i in 0:(b-1)
for d in 1:n
ith_bit = (h & (one(h) << (i * n + n - d))) >> (i * n + n - d)
X[d] |= ith_bit << i
end
end
end
"""
Takes a vector of length `n` and places the bits of all `n` integers
into a single integer. The vector's 1st component is the least significant bit.
"""
function interleave_transpose_low(::Type{T}, X::Vector{T}, b, n) where {T}
h = zero(T)
for i in 0:(b - 1)
for d in 1:n
h |= ((X[d] & (one(T)<<i))) << (i*(n - 1) + d - 1)
end
end
h
end
function outerleave_transpose_low!(X::Vector{T}, h, b, n) where {T <: Integer}
X .= zero(T)
for i in 0:(b-1)
for d in 1:n
X[d] |= (h & (one(T) << (i * n + d - 1))) >> (i * (n - 1) + d - 1)
end
end
end
"""
GlobalGray(b, n)
GlobalGray(T, b, n)
`T` is a data type for the Hilbert index. It can be signed or unsigned,
as long as it has at least `n * b` bits. `n` is the number of dimensions,
and `b` is the bits per dimension, so each axis value should be between
0 and ``2^b - 1``, inclusive, for the zero-based interface. They should be
between 1 and ``2^b``, inclusive, for the one-based interface.
The GlobalGray algorithm is an n-dimensional Hilbert curve with a simplified
implementation. It follows an article, "Programming the Hilbert Curve," by
<NAME>, 707 (2004), http://dx.doi.org/10.1063/1.1751381.
I call it "Global Gray" because the insight of the article
is that a single, global Gray code can be applied to all
np bits of a Hilbert length.
"""
struct GlobalGray{T} <: HilbertAlgorithm{T}
b::Int
n::Int
end
axis_type(gg::GlobalGray) = large_enough_unsigned(gg.b)
function GlobalGray(b, n)
ttype = large_enough_unsigned(b * n)
GlobalGray{ttype}(b, n)
end
function GlobalGray(::Type{T}, b, n) where {T}
GlobalGray{T}(b, n)
end
function encode_hilbert_zero!(g::GlobalGray{T}, X::Vector)::T where {T}
axes_to_transpose!(X, g.b, g.n)
interleave_transpose(T, X, g.b, g.n)
end
"""
encode_hilbert_zero(ha::HilbertAlgorithm{T}, X::Vector{A})
Takes an n-dimensional vector `X` and returns a single integer of type
`T` which orders `X` to improve spatial locality. The input `X` has multiple
axes and the output is called a Hilbert index. This version is zero-based,
so each axis counts from 0, and the smallest Hilbert index is 0.
"""
function encode_hilbert_zero(g::GlobalGray{T}, X::Vector)::T where {T}
Y = copy(X)
encode_hilbert_zero!(g, Y)
end
"""
decode_hilbert_zero!(ha::HilbertAlgorithm{T}}, X::Vector{A}, h::T)
Given a Hilbert index, `h`, computes an n-dimensional coordinate `X`. The type of
the Hilbert index is large enought to contain the bits of all dimensions of the
axis vector, `X`.
"""
function decode_hilbert_zero!(g::GlobalGray{T}, X::Vector, h::T) where {T}
outerleave_transpose!(X, h, g.b, g.n)
transpose_to_axes!(X, g.b, g.n)
end
| [
37811,
198,
220,
220,
220,
1007,
3455,
62,
1462,
62,
897,
274,
7,
37652,
11,
275,
11,
299,
8,
198,
198,
3103,
1851,
422,
47718,
6376,
284,
257,
20435,
1640,
4600,
65,
63,
10340,
198,
259,
4600,
77,
63,
15225,
13,
198,
37811,
198,
8818,
1007,
3455,
62,
1462,
62,
897,
274,
0,
7,
55,
3712,
38469,
90,
51,
5512,
275,
11,
299,
8,
810,
1391,
51,
1279,
25,
34142,
92,
198,
220,
220,
220,
399,
796,
309,
7,
17,
8,
9959,
357,
65,
532,
352,
8,
198,
220,
220,
220,
1303,
12723,
36899,
416,
367,
61,
7,
39,
14,
17,
8,
198,
220,
220,
220,
256,
796,
1395,
58,
77,
60,
9609,
352,
198,
220,
220,
220,
329,
33245,
796,
299,
21912,
16,
25,
17,
198,
220,
220,
220,
220,
220,
220,
220,
1395,
58,
952,
60,
2343,
232,
119,
28,
1395,
58,
952,
532,
352,
60,
198,
220,
220,
220,
886,
198,
220,
220,
220,
1395,
58,
16,
60,
2343,
232,
119,
28,
256,
198,
220,
220,
220,
1303,
13794,
78,
6992,
670,
198,
220,
220,
220,
1195,
796,
309,
7,
17,
8,
198,
220,
220,
220,
981,
1195,
14512,
399,
198,
220,
220,
220,
220,
220,
220,
220,
350,
796,
1195,
532,
530,
7,
51,
8,
198,
220,
220,
220,
220,
220,
220,
220,
329,
2525,
796,
299,
21912,
16,
25,
16,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
611,
357,
55,
58,
7639,
60,
1222,
1195,
8,
14512,
6632,
7,
51,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1395,
58,
16,
60,
2343,
232,
119,
28,
350,
220,
1303,
287,
1851,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2073,
220,
1303,
5163,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
256,
796,
357,
55,
58,
16,
60,
2343,
232,
119,
1395,
58,
7639,
12962,
1222,
350,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1395,
58,
16,
60,
2343,
232,
119,
28,
256,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1395,
58,
7639,
60,
2343,
232,
119,
28,
256,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
1195,
9959,
28,
352,
198,
220,
220,
220,
886,
198,
437,
628,
198,
8818,
34197,
62,
1462,
62,
7645,
3455,
0,
7,
55,
3712,
38469,
90,
51,
5512,
275,
11,
299,
8,
810,
1391,
51,
1279,
25,
34142,
92,
198,
220,
220,
220,
337,
796,
530,
7,
51,
8,
9959,
357,
65,
532,
352,
8,
198,
220,
220,
220,
1303,
554,
4399,
23981,
198,
220,
220,
220,
1195,
796,
337,
198,
220,
220,
220,
981,
1195,
1875,
530,
7,
51,
8,
198,
220,
220,
220,
220,
220,
220,
220,
350,
796,
1195,
532,
530,
7,
51,
8,
198,
220,
220,
220,
220,
220,
220,
220,
329,
33245,
796,
352,
25,
77,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
611,
357,
55,
58,
952,
60,
1222,
1195,
8,
14512,
6632,
7,
51,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1395,
58,
16,
60,
2343,
232,
119,
28,
350,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2073,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
256,
796,
357,
55,
58,
16,
60,
2343,
232,
119,
1395,
58,
952,
12962,
1222,
350,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1395,
58,
16,
60,
2343,
232,
119,
28,
256,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1395,
58,
952,
60,
2343,
232,
119,
28,
256,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
1195,
9609,
28,
352,
198,
220,
220,
220,
886,
198,
220,
220,
220,
1303,
12723,
37773,
198,
220,
220,
220,
329,
2525,
796,
362,
25,
77,
198,
220,
220,
220,
220,
220,
220,
220,
1395,
58,
7639,
60,
2343,
232,
119,
28,
1395,
58,
7639,
532,
352,
60,
198,
220,
220,
220,
886,
198,
220,
220,
220,
256,
17,
796,
6632,
7,
51,
8,
198,
220,
220,
220,
1195,
796,
337,
198,
220,
220,
220,
981,
1195,
1875,
530,
7,
51,
8,
198,
220,
220,
220,
220,
220,
220,
220,
611,
357,
55,
58,
77,
60,
1222,
1195,
8,
14512,
657,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
256,
17,
2343,
232,
119,
28,
357,
48,
532,
530,
7,
51,
4008,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
1195,
9609,
28,
530,
7,
51,
8,
198,
220,
220,
220,
886,
198,
220,
220,
220,
329,
41727,
796,
352,
25,
77,
198,
220,
220,
220,
220,
220,
220,
220,
1395,
58,
7204,
60,
2343,
232,
119,
28,
256,
17,
198,
220,
220,
220,
886,
198,
437,
198,
198,
37811,
198,
51,
1124,
257,
15879,
286,
4129,
4600,
77,
63,
290,
4113,
262,
10340,
286,
477,
4600,
77,
63,
37014,
198,
20424,
257,
2060,
18253,
13,
383,
15879,
338,
352,
301,
7515,
318,
262,
749,
2383,
1643,
13,
198,
37811,
198,
8818,
987,
47408,
62,
7645,
3455,
7,
3712,
6030,
90,
51,
5512,
1395,
3712,
38469,
11,
275,
11,
299,
8,
810,
1391,
51,
92,
198,
220,
220,
220,
289,
796,
6632,
7,
51,
8,
198,
220,
220,
220,
329,
1312,
287,
657,
37498,
65,
532,
352,
8,
198,
220,
220,
220,
220,
220,
220,
220,
329,
288,
287,
352,
25,
77,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
340,
71,
62,
2545,
796,
357,
55,
58,
67,
60,
1222,
357,
16,
16791,
72,
4008,
9609,
1312,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
289,
930,
28,
340,
71,
62,
2545,
9959,
357,
72,
1635,
299,
1343,
299,
532,
288,
8,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
886,
198,
220,
220,
220,
289,
198,
437,
628,
198,
37811,
198,
51,
1124,
257,
2060,
18253,
290,
4113,
663,
3815,
656,
6805,
286,
257,
15879,
11,
198,
2545,
12,
1525,
12,
2545,
13,
198,
37811,
198,
8818,
12076,
47408,
62,
7645,
3455,
0,
7,
55,
3712,
38469,
90,
51,
5512,
289,
11,
275,
11,
299,
8,
810,
1391,
51,
1279,
25,
34142,
92,
198,
220,
220,
220,
1395,
764,
28,
6632,
7,
51,
8,
198,
220,
220,
220,
329,
1312,
287,
657,
37498,
65,
12,
16,
8,
198,
220,
220,
220,
220,
220,
220,
220,
329,
288,
287,
352,
25,
77,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
340,
71,
62,
2545,
796,
357,
71,
1222,
357,
505,
7,
71,
8,
9959,
357,
72,
1635,
299,
1343,
299,
532,
288,
22305,
9609,
357,
72,
1635,
299,
1343,
299,
532,
288,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1395,
58,
67,
60,
930,
28,
340,
71,
62,
2545,
9959,
1312,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
886,
198,
437,
628,
198,
37811,
198,
51,
1124,
257,
15879,
286,
4129,
4600,
77,
63,
290,
4113,
262,
10340,
286,
477,
4600,
77,
63,
37014,
198,
20424,
257,
2060,
18253,
13,
383,
15879,
338,
352,
301,
7515,
318,
262,
1551,
2383,
1643,
13,
198,
37811,
198,
8818,
987,
47408,
62,
7645,
3455,
62,
9319,
7,
3712,
6030,
90,
51,
5512,
1395,
3712,
38469,
90,
51,
5512,
275,
11,
299,
8,
810,
1391,
51,
92,
198,
220,
220,
220,
289,
796,
6632,
7,
51,
8,
198,
220,
220,
220,
329,
1312,
287,
657,
37498,
65,
532,
352,
8,
198,
220,
220,
220,
220,
220,
220,
220,
329,
288,
287,
352,
25,
77,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
289,
930,
28,
14808,
55,
58,
67,
60,
1222,
357,
505,
7,
51,
8,
16791,
72,
22305,
9959,
357,
72,
9,
7,
77,
532,
352,
8,
1343,
288,
532,
352,
8,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
886,
198,
220,
220,
220,
289,
198,
437,
628,
198,
8818,
12076,
47408,
62,
7645,
3455,
62,
9319,
0,
7,
55,
3712,
38469,
90,
51,
5512,
289,
11,
275,
11,
299,
8,
810,
1391,
51,
1279,
25,
34142,
92,
198,
220,
220,
220,
1395,
764,
28,
6632,
7,
51,
8,
198,
220,
220,
220,
329,
1312,
287,
657,
37498,
65,
12,
16,
8,
198,
220,
220,
220,
220,
220,
220,
220,
329,
288,
287,
352,
25,
77,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1395,
58,
67,
60,
930,
28,
357,
71,
1222,
357,
505,
7,
51,
8,
9959,
357,
72,
1635,
299,
1343,
288,
532,
352,
22305,
9609,
357,
72,
1635,
357,
77,
532,
352,
8,
1343,
288,
532,
352,
8,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
886,
198,
437,
628,
198,
37811,
198,
220,
220,
220,
8060,
46130,
7,
65,
11,
299,
8,
198,
220,
220,
220,
8060,
46130,
7,
51,
11,
275,
11,
299,
8,
198,
198,
63,
51,
63,
318,
257,
1366,
2099,
329,
262,
47718,
6376,
13,
632,
460,
307,
4488,
393,
22165,
11,
198,
292,
890,
355,
340,
468,
379,
1551,
4600,
77,
1635,
275,
63,
10340,
13,
4600,
77,
63,
318,
262,
1271,
286,
15225,
11,
198,
392,
4600,
65,
63,
318,
262,
10340,
583,
15793,
11,
523,
1123,
16488,
1988,
815,
307,
1022,
198,
15,
290,
7559,
17,
61,
65,
532,
352,
15506,
11,
19889,
11,
329,
262,
6632,
12,
3106,
7071,
13,
1119,
815,
307,
198,
23395,
352,
290,
7559,
17,
61,
65,
15506,
11,
19889,
11,
329,
262,
530,
12,
3106,
7071,
13,
198,
198,
464,
8060,
46130,
11862,
318,
281,
299,
12,
19577,
47718,
12133,
351,
257,
27009,
198,
320,
32851,
13,
632,
5679,
281,
2708,
11,
366,
15167,
2229,
262,
47718,
46300,
553,
416,
198,
27,
20608,
22330,
767,
2998,
357,
15724,
828,
2638,
1378,
34350,
13,
34023,
13,
2398,
14,
940,
13,
940,
5066,
14,
16,
13,
17430,
1485,
6659,
13,
198,
40,
869,
340,
366,
22289,
12723,
1,
780,
262,
11281,
286,
262,
2708,
198,
271,
326,
257,
2060,
11,
3298,
12723,
2438,
460,
307,
5625,
284,
477,
198,
37659,
10340,
286,
257,
47718,
4129,
13,
198,
37811,
198,
7249,
8060,
46130,
90,
51,
92,
1279,
25,
47718,
2348,
42289,
90,
51,
92,
198,
220,
220,
220,
275,
3712,
5317,
198,
220,
220,
220,
299,
3712,
5317,
198,
437,
628,
198,
22704,
62,
4906,
7,
1130,
3712,
22289,
46130,
8,
796,
1588,
62,
48229,
62,
43375,
7,
1130,
13,
65,
8,
628,
198,
8818,
8060,
46130,
7,
65,
11,
299,
8,
198,
220,
220,
220,
256,
4906,
796,
1588,
62,
48229,
62,
43375,
7,
65,
1635,
299,
8,
198,
220,
220,
220,
8060,
46130,
90,
83,
4906,
92,
7,
65,
11,
299,
8,
198,
437,
628,
198,
8818,
8060,
46130,
7,
3712,
6030,
90,
51,
5512,
275,
11,
299,
8,
810,
1391,
51,
92,
198,
220,
220,
220,
8060,
46130,
90,
51,
92,
7,
65,
11,
299,
8,
198,
437,
628,
198,
8818,
37773,
62,
71,
346,
4835,
62,
22570,
0,
7,
70,
3712,
22289,
46130,
90,
51,
5512,
1395,
3712,
38469,
2599,
25,
51,
810,
1391,
51,
92,
198,
220,
220,
220,
34197,
62,
1462,
62,
7645,
3455,
0,
7,
55,
11,
308,
13,
65,
11,
308,
13,
77,
8,
198,
220,
220,
220,
987,
47408,
62,
7645,
3455,
7,
51,
11,
1395,
11,
308,
13,
65,
11,
308,
13,
77,
8,
198,
437,
628,
198,
37811,
198,
220,
220,
220,
37773,
62,
71,
346,
4835,
62,
22570,
7,
3099,
3712,
39,
346,
4835,
2348,
42289,
90,
51,
5512,
1395,
3712,
38469,
90,
32,
30072,
198,
198,
51,
1124,
281,
299,
12,
19577,
15879,
4600,
55,
63,
290,
5860,
257,
2060,
18253,
286,
2099,
198,
63,
51,
63,
543,
6266,
4600,
55,
63,
284,
2987,
21739,
48036,
13,
383,
5128,
4600,
55,
63,
468,
3294,
198,
897,
274,
290,
262,
5072,
318,
1444,
257,
47718,
6376,
13,
770,
2196,
318,
6632,
12,
3106,
11,
198,
568,
1123,
16488,
9853,
422,
657,
11,
290,
262,
18197,
47718,
6376,
318,
657,
13,
198,
37811,
198,
8818,
37773,
62,
71,
346,
4835,
62,
22570,
7,
70,
3712,
22289,
46130,
90,
51,
5512,
1395,
3712,
38469,
2599,
25,
51,
810,
1391,
51,
92,
198,
220,
220,
220,
575,
796,
4866,
7,
55,
8,
198,
220,
220,
220,
37773,
62,
71,
346,
4835,
62,
22570,
0,
7,
70,
11,
575,
8,
198,
437,
628,
198,
37811,
198,
220,
220,
220,
36899,
62,
71,
346,
4835,
62,
22570,
0,
7,
3099,
3712,
39,
346,
4835,
2348,
42289,
90,
51,
92,
5512,
1395,
3712,
38469,
90,
32,
5512,
289,
3712,
51,
8,
198,
198,
15056,
257,
47718,
6376,
11,
4600,
71,
47671,
552,
1769,
281,
299,
12,
19577,
20435,
4600,
55,
44646,
383,
2099,
286,
198,
1169,
47718,
6376,
318,
1588,
1576,
83,
284,
3994,
262,
10340,
286,
477,
15225,
286,
262,
198,
22704,
15879,
11,
4600,
55,
44646,
198,
37811,
198,
8818,
36899,
62,
71,
346,
4835,
62,
22570,
0,
7,
70,
3712,
22289,
46130,
90,
51,
5512,
1395,
3712,
38469,
11,
289,
3712,
51,
8,
810,
1391,
51,
92,
198,
220,
220,
220,
12076,
47408,
62,
7645,
3455,
0,
7,
55,
11,
289,
11,
308,
13,
65,
11,
308,
13,
77,
8,
198,
220,
220,
220,
1007,
3455,
62,
1462,
62,
897,
274,
0,
7,
55,
11,
308,
13,
65,
11,
308,
13,
77,
8,
198,
437,
198
] | 2.101979 | 2,324 |
#=
Implement broadcast functionality for Sol
=#
Base.similar(sol::Sol{N}) where {N} =
Sol(similar(sol.x), similar(sol.α))
Broadcast.broadcasted(::typeof(identity), s::Sol{N}) where {N} = s
function Broadcast.materialize!(dest::Sol{N}, src::Sol{N}) where {N}
dest.x .= src.x
dest.α .= src.α
end
| [
2,
28,
198,
3546,
26908,
7025,
11244,
329,
4294,
198,
46249,
198,
198,
14881,
13,
38610,
7,
34453,
3712,
36949,
90,
45,
30072,
810,
1391,
45,
92,
796,
198,
220,
220,
220,
4294,
7,
38610,
7,
34453,
13,
87,
828,
2092,
7,
34453,
13,
17394,
4008,
628,
198,
30507,
2701,
13,
36654,
2701,
276,
7,
3712,
4906,
1659,
7,
738,
414,
828,
264,
3712,
36949,
90,
45,
30072,
810,
1391,
45,
92,
796,
264,
628,
198,
8818,
44244,
13,
33665,
1096,
0,
7,
16520,
3712,
36949,
90,
45,
5512,
12351,
3712,
36949,
90,
45,
30072,
810,
1391,
45,
92,
198,
220,
220,
220,
2244,
13,
87,
764,
28,
12351,
13,
87,
198,
220,
220,
220,
2244,
13,
17394,
764,
28,
12351,
13,
17394,
198,
437,
198
] | 2.468254 | 126 |
<reponame>UnofficialJuliaMirrorSnapshots/MatLang.jl-05b439c0-bb3c-11e9-1d8d-1f0a9ebca87a
developing = false; # are you developing the package or just using?
if developing
# ] add Revise # if you don't have it
path = pwd()
if path[end-6:end] != "MatLang"
error("cd(to the MatLang path)")
end
push!(LOAD_PATH, ".")
using Revise
using MatLang
else
using MatLang
end
################################################################
################################################################
mzero0 = zerosM(:mat, 2) # same as zeros(2,2)
mzero1 = zerosM(:mat, 2, like = zerosM(Int32, 2, 2)) # like method
A=[2 1 2]
mzero2 = zerosM(2, like=A) # same as zeros(Int64,2)
mzero3 = zerosM(2) # same as zeros(2)
mzero4 = zerosM(Int32, 2, 2) # same as zeros(Int32,2,2)
# giving size as Tuple
mzero5 = zerosM((2, 2)) # = zerosM(2,2)
mzero6 = zerosM(Int32, (2, 2))
# giving size as an Array
## non-efficient Matlab way. Array should be Integer otherwise you will get errors.
mzero7 = zerosM([2, 2])
mzero8 = zerosM(Int32, [2, 2])
mzero9 = zerosM([2, 2], like = [2.5 3.0])
################################################################
mone0 = onesM(:mat, 2) # same as ones(2,2)
mone1 = onesM(:mat, 2, like = onesM(Int32, 2, 2)) # like method
A=[2 1 2]
mone2 = onesM(2, like=A) # same as ones(Int64,2)
mone3 = onesM(2) # same as ones(2)
mone4 = onesM(Int32, 2, 2) # same as ones(Int32,2,2)
# giving size as Tuple
mone5 = onesM((2, 2)) # = onesM(2,2)
mone6 = onesM(Int32, (2, 2))
# giving size as an Array
## non-efficient Matlab way. Array should be Integer otherwise you will get errors.
mone7 = onesM([2, 2])
mone8 = onesM(Int32, [2, 2])
mone9 = onesM([2, 2], like = [2.5 3.0])
################################################################
mrandom0 = randM(:mat, 2) # same as rand(2,2)
mrandom1 = randM(:mat, 2, like = randM(Int32, 2, 2)) # like method
A=[2 1 2]
mrandom2 = randM(2, like=A) # same as rand(Int64,2)
mrandom3 = randM(2) # same as rand(2)
mrandom4 = randM(Int32, 2, 2) # same as rand(Int32,2,2)
# giving size as Tuple
mrandom5 = randM((2, 2)) # = randM(2,2)
mrandom6 = randM(Int32, (2, 2))
# giving size as an Array
## non-efficient Matlab way. Array should be Integer otherwise you will get errors.
mrandom7 = randM([2, 2])
mrandom8 = randM(Int32, [2, 2])
mrandom9 = randM([2, 2], like = [2.5 3.0])
################################################################
mtrue0 = trueM(:mat, 2) # same as trues(2,2)
mtrue1 = trueM(2) # same as trues(2)
# giving size as Tuple
mtrue2 = trueM((2, 2)) # = trues(2,2)
# giving size as an Array
## non-efficient Matlab way. Array should be Integer otherwise you will get errors.
mtrue3 = trueM([2, 2])
################################################################
mfalse0 = falseM(:mat, 2) # same as falses(2,2)
mfalse1 = falseM(2) # same as falses(2)
# giving size as Tuple
mfalse2 = falseM((2, 2)) # = falses(2,2)
# giving size as an Array
## non-efficient Matlab way. Array should be Integer otherwise you will get errors.
mfalse3 = falseM([2, 2])
################################################################
mEye0 = eyeM(2); # [1 0 0; 0 1 0]
mEye1 = eyeM(2, 3); # [1 0 0; 0 1 0]
mEye2 = eyeM(Int32, 2, 3); # [1 0 0; 0 1 0]
mEye3 = eyeM(2, 3, like = zerosM(Int8, 2, 2))
mEye4 = eyeM((2, 2)) # giving size as a Tuple. In Julia we use (2,2) instead of giving it as [2,2]
mEye5 = eyeM(Int32, (2, 2)) # giving size as a Tuple. In Julia we use (2,2) instead of giving it as [2,2]
mEye6 = eyeM([2, 2]) # non-efficient Matlab way
mEye7 = eyeM(Int32, [2, 2]) # non-efficient Matlab way
s1 = size(ones(2, 3)) # getting size from another matrix or calculation
mEye8 = eyeM(s1) # giving size as a variable (Tuple).
################################################################
mDiag = diagM([2, 3, 4]) # [0 2 0 ; 0 3 0; 0 4]
mDiag2 = diagM([2, 3, 4], 1) # [0 2 3 0; 0 0 3 0; 0 0 0 4; 0 0 0 0]
mDiag3 = diagM([1 2 3; 4 5 6; 7 8 9]) # [1;5;9]
mDiag4 = diagM([1 2 3; 4 5 6; 7 8 9], 1) # [2;6]
################################################################
A1 = 3 * ones(2, 2);
A2 = 4 * ones(2, 2);
A3 = rand(3, 3);
mBlkdiag1 = blkdiagM(A1, A2, A3)
mBlkdiag2 = blkdiagM(ones(2, 2), 2 * ones(2, 2)) # [ones(2, 2) zeros(2, 2); zeros(2, 2) 2 * ones(2, 2)]
A1 = ones(2, 4);
A2 = 2 * ones(3, 2);
mBlkdiag3 = blkdiagM(A1, A2) # [ones(2,4) zeros(2,2); zeros(3,4) 2*ones(3,2)]
mBlkdiag1obj = blkdiagM(:obj, A1, A2, A3) # returning BlockDiagonal object
mBlkdiag2obj = blkdiagM(:obj, ones(2, 2), 2 * ones(2, 2)) # returning BlockDiagonal object for [ones(2, 2) zeros(2, 2); zeros(2, 2) 2 * ones(2, 2)]
################################################################
mCat1 = catM(1, ones(3, 3), zeros(3, 3)) # [ones(3, 3); zeros(3, 3)]
mCat2 = catM(2, ones(3, 3), zeros(3, 3)) # [ones(3, 3) zeros(3, 3)]
mCat3 = catM(1, ones(3, 3), zeros(3, 3), 2 * ones(3, 3)) # [ones(3, 3); zeros(3, 3); 2 * ones(3, 3)]
mCat4 = catM(3, ones(2, 2, 2), zeros(2, 2, 2)) # [ones(2, 2, 2) zeros(2, 2, 2)]
################################################################
mHCat1 = horzcatM(ones(3, 3), zeros(3, 3)) # [ones(3, 3) zeros(3, 3)]
################################################################
mVCat1 = vertcatM(ones(3, 3), zeros(3, 3)) # [ones(3, 3); zeros(3, 3)]
################################################################
V1 = [1 2 3 4];
mRepelem1 = repelemM(V1, 3) # [1 1 1 2 2 2 3 3 3 4 4 4]
# mRepelem2 = repelemM(V1, (3,2,1,1)) # [1 1 1 2 2 3 4]
# mRepelem3 = repelemM(V1, vec([3 2 1 1])) # [1 1 1 2 2 3 4]
################################################################
mRempat1 = repmatM(10, 3, 2) # [10 10; 10 10; 10 10]
V = [1; 2]
mRempat2 = repmatM(V, 3, 2) # [[1; 2] [1; 2]; [1; 2] [1; 2]; [1; 2] [1; 2]]
mRempat3 = repmatM(V, [3, 2]) # [[1; 2] [1; 2]; [1; 2] [1; 2]; [1; 2] [1; 2]]
mRempat4 = repmatM(V, (3, 2)) # [[1; 2] [1; 2]; [1; 2] [1; 2]; [1; 2] [1; 2]]
mRempat5 = repmatM(V, 2) # [[1; 2] [1; 2]; [1; 2] [1; 2]]
mRempat6 = repmatM(V, 1, 3) # [[1; 2] [1; 2] [1; 2]]
################################################################
mLinspace1 = linspaceM(1, 10) # 1:10
mLinspace2 = linspaceM(1, 10, 2) # 1:2:10 == 1:2:9
mLinspace3 = linspaceM(:arr, 1, 10) # collect(1:10)
mLinspace4 = linspaceM(:arr, 1, 10, 2) # collect(1:2:10)
################################################################
mLogspace1 = logspaceM(1, 5) # 50 logarithmically spaced points between 10^1 and 10^5
mLogspace2 = logspaceM(1, 5, 10) # 10 logarithmically spaced points between 10^1 and 10^5
mLogspace3 = logspaceM(1, 5, :equal) # [10.0^1, 10.0^2, 10.0^3, 10.0^4, 10.0^5] == 10.0.^(1:5)
################################################################
m1Meshgrid0, m2Meshgrid0 = meshgridM(1:2:5) # a 2-D rectangle spanning 1:2:5 in x and y direction == [[1;1;1][3;3;3] [5;5;5]] and [1 1 1; 3 3 3; 5 5 5]
m1Meshgrid1, m2Meshgrid1 = meshgridM(1:2:5, 1:2:5) # a 2-D rectangle spanning 1:2:5 in x and y direction == ([1 3 5;1 3 5; 1 3 5],[1 1 1; 3 3 3; 5 5 5])
m1Meshgrid2, m2Meshgrid2, m3Meshgrid2 = meshgridM(1:6, 20:25, 5:10) # a 3-D rectangle spanning 1:6 in x, 20:25 in y, and 5:10 in z
################################################################
m1Ndgrid0, m2Ndgrid0 = ndgridM(1:2:5, dim = 2) # a 2-D rectangle spanning 1:2:5 in x and y direction == [1 1 1; 3 3 3; 5 5 5] and [1 3 5;1 3 5; 1 3 5]
m1Ndgrid1, m2Ndgrid1 = ndgridM(1:2:5, 1:2:5) # a 2-D rectangle spanning 1:2:5 in x and y direction == ([1 1 1; 3 3 3; 5 5 5], [1 3 5;1 3 5; 1 3 5])
m1Ndgrid2, m2Ndgrid2, m3Ndgrid2 = ndgridM(1:6, 20:25, 5:10) # a 3-D rectangle spanning 1:6 in x, 20:25 in y, and 5:10 in z
################################################################
mFreqspace1 = freqspaceM(10, dim = 1) # 0:0.2:1
mFreqspace2 = freqspaceM(10, :whole, dim = 1) # 0:0.2:1.8
m1Freqspace3, m2Freqspace3 = freqspaceM(10, dim = 2) # returns two -1:0.2:0.8
m1Freqspace4, m2Freqspace4 = freqspaceM(10, :meshgrid, dim = 2) # returns mesgridM(-1:0.2:0.8, -1:0.2:0.8), which is two -1:0.2:0.8
################################################################
A1 = [2 3 4 5 6 7;
1 2 3 4 5 6]
nLength1 = lengthM(A1); # 6
A2 = ["Hi" 6;
"Goodbye" 5;
"Hello" 1]
nLength2 = lengthM(A2); # 3
################################################################
A1 = [2 3 4 5 6 7;
1 2 3 4 5 6]
mSize1 = sizeM(:arr, A1); # [2; 6]
tSize1 = sizeM(A1); # (2, 6)
nA1Size2 = sizeM(A1, 2); # 6
sizeM(A1, 2) == 6 # true
sizeM(:arr, A1, 2) == 6 # false
sizeM(:arr, A1, 2) == [6] # true
nA1Size1, nA1Size2 = sizeM(A1); # 2 and 6
A2 = rand(3, 5, 4)
mSize2 = sizeM(:arr, A2, 2, 3); # [5; 4]
tSize2 = sizeM(A2, 2, 3); # (5, 4)
################################################################
A = rand(3,4,5);
nDim1 = ndims(A) # 3
################################################################
nNumel1 = numelM(1:5) # 5
nNumel2 = numelM([1, 2, 3, 4]) # 4
nNumel3 = numelM([1 2; 3 4]) # 4
################################################################
bIsscalar1 = isscalarM(1) # true
bIsscalar2 = isscalarM(5 * ones(1, 1, 1)) # false
# bIsscalar3 = isscalarM("H") # gives error
#
# bIsscalar4 = isscalarM("Hi") # gives error
bIsscalar5 = isscalarM(["Hi"]) # false
bIsscalar6 = isscalarM(["Hi" "Bye"]) # false
bIsscalar7 = isscalarM('H') # true # becareful that in Julia, chars are always singular.
bIsscalar8 = isscalarM(true) # true
# Matlab way:
bIsscalarMat1 = isscalarM(:mat, 1) # true
bIsscalarMat2 = isscalarM(:mat, [1]) # true
bIsscalarMat3 = isscalarM(:mat, 5 * ones(1, 1, 1)) # true
bIsscalarMat4 = isscalarM(:mat, "H") # true
bIsscalarMat5 = isscalarM(:mat, "Hi") # false
bIsscalarMat6 = isscalarM(:mat, ["Hi"]) # true
bIsscalarMat7 = isscalarM(:mat, ["Hi" "Bye"]) # false
bIsscalarMat8 = isscalarM(:mat, 'H') # true # becareful that in Julia, chars are always singular.
bIsscalarMat9 = isscalarM(:mat, true) # true
################################################################
A1 = [1; 2; 3] # or [1, 2, 3]
bIsvector1 = isvectorM(A1) # true
A2 = [1 2 3]
bIsvector2 = isvectorM(A2) # false
bIsvector3 = isvectorM(ones(3, 1)) # false
bIsvector4 = isvectorM(ones(1, 3)) # false
bIsvector5 = isvectorM(ones(3)) # true
bIsvector6 = isvectorM(1) # false
bIsvector7 = isvectorM("Hi") # false
bIsvector8 = isvectorM(["Hi", "Bye"]) # true
bIsMatrix9 = isvectorM(["Hi" "Bye"]) # false
# Matlab Way:
bIsvectorMat1 = isvectorM(:mat, A1) # true
bIsvectorMat2 = isvectorM(:mat, A2) # true
bIsvectorMat3 = isvectorM(:mat, ones(3, 1)) # true
bIsvectorMat4 = isvectorM(:mat, ones(1, 3)) # true
bIsvectorMat5 = isvectorM(:mat, ones(3)) # true
bIsvectorMat6 = isvectorM(:mat, 1) # true
bIsvectorMat7 = isvectorM(:mat, "Hi") # true
bIsvectorMat8 = isvectorM(:mat, ["Hi", "Bye"]) # true
################################################################
A1 = [1 2 3; 3 5 6]
bIsMatrix1 = ismatrixM(A1) # true
A2 = [1;2;3] # or [1,2,3]
bIsMatrix2 = ismatrixM(A2) # false
bIsMatrix3 = ismatrixM(ones(3, 1)) # true
bIsMatrix4 = ismatrixM(ones(1, 3)) # true
bIsMatrix5 = ismatrixM(ones(3)) # false
bIsMatrix6 = ismatrixM("Hi") # false
bIsMatrix7 = ismatrixM(["Hi", "Bye"]) # false
bIsMatrix8 = ismatrixM(["Hi" "Bye"]) # true
# Matlab Way:
bIsMatrixMat1 = ismatrixM(:mat, A1) # true
bIsMatrixMat2 = ismatrixM(:mat, A2) # true
bIsMatrixMat3 = ismatrixM(:mat, ones(3, 1)) # true
bIsMatrixMat4 = ismatrixM(:mat, ones(1, 3)) # true
bIsMatrixMat5 = ismatrixM(:mat, ones(3)) # true
bIsMatrixMat6 = ismatrixM(:mat, "Hi") # true
bIsMatrixMat7 = ismatrixM(:mat, ["Hi", "Bye"]) # true
################################################################
A1 = [1; 2; 3] # or [1, 2, 3]
bIsrow1 = isrowM(A1) # false
A2 = [1 2 3]
bIsrow2 = isrowM(A2) # true
bIsrow3 = isrowM(ones(3, 1)) # false
bIsrow4 = isrowM(ones(1, 3)) # true
bIsrow5 = isrowM(ones(3)) # false
bIsrow6 = isrowM(1) # false
bIsrow7 = isrowM("Hi") # false
bIsrow8 = isrowM(["Hi", "Bye"]) # false
bIsrow9 = isrowM(["Hi" "Bye"]) # true
# Matlab Way:
bIsrowMat1 = isrowM(:mat, A1) # false
bIsrowMat2 = isrowM(:mat, A2) # true
bIsrowMat3 = isrowM(:mat, ones(3, 1)) # false
bIsrowMat4 = isrowM(:mat, ones(1, 3)) # true
bIsrowMat5 = isrowM(:mat, ones(3)) # false
bIsrowMat6 = isrowM(:mat, 1) # true
bIsrowMat7 = isrowM(:mat, "Hi") # true
bIsrowMat8 = isrowM(:mat, ["Hi", "Bye"]) # false
################################################################
A1 = [1; 2; 3] # or [1, 2, 3]
bIscolumn1 = iscolumnM(A1) # false
A2 = [1 2 3]
bIscolumn2 = iscolumnM(A2) # false
bIscolumn3 = iscolumnM(ones(3, 1)) # tue
bIscolumn4 = iscolumnM(ones(1, 3)) #false
bIscolumn5 = iscolumnM(ones(3)) # false
bIscolumn6 = iscolumnM(1) # false
bIscolumn7 = iscolumnM("Hi") # false
bIscolumn8 = iscolumnM(["Hi", "Bye"]) # false
bIscolumn9 = iscolumnM(["Hi" "Bye"]) # false
# Matlab Way:
bIscolumnMat1 = iscolumnM(:mat, A1) # true
bIscolumnMat2 = iscolumnM(:mat, A2) # false
bIscolumnMat3 = iscolumnM(:mat, ones(3, 1)) # true
bIscolumnMat4 = iscolumnM(:mat, ones(1, 3)) # false
bIscolumnMat5 = iscolumnM(:mat, ones(3)) # true
bIscolumnMat6 = iscolumnM(:mat, 1) # true
bIscolumnMat7 = iscolumnM(:mat, "Hi") # true
bIscolumnMat8 = iscolumnM(:mat, ["Hi", "Bye"]) # true
################################################################
mSort0 = sortM([5, 3, 19, 20, 1, 4]) # [1, 3, 4, 5, 19, 20]
A = [5, 3, 19, 20, 1, 4]
mSort1, iSort1 = sortM(A, I = true) # returning sort index
A[iSort1] == mSort1
mSort2 = sortM([5, 3, 19, 20, 1, 4], :descend) # [20,19,5,4,3,1]
mSort3 = sortM([1 5 3; 4 1 10]) # [1 1 3; 4 5 10]
mSort4 = sortM([1 5 3; 4 1 10], 2, :ascend) # [1 3 5; 1 4 10]
B = [1 5 3; 4 1 10]
mSort5, iSort5 = sortM(B, 2, :ascend, I = true) # [1 3 5; 1 4 10]
B[iSort5] == mSort5
A = zerosM(Integer, 2, 2, 2)
A[:, :, 1] = [2 3; 1 6]
A[:, :, 2] = [-1 9; 0 12]
mSort6 = sortM(A, 3) # 3D sort
################################################################
sFlip1 = flipM("Hi") # "iH"
mFlip2 = flipM([1; 2; 3; 4]) #[4;3;2;1]
mFlip3 = flipM([1 2; 3 4]) # flips every column: # [3 4; 1 2]
mFlip4 = flipM([1 2; 3 4], 2) # flip along dims 2: #[2 1; 4 3]
################################################################
mRot1 = rot90M([1 2; 3 4]) #[2 4; 1 3]
mRot2 = rot90M([1 2; 3 4], 3) # [3 1; 4 2]
################################################################
A1 = [2 3 4 5 6 7;
1 2 3 4 5 6]
mTranspose1 = transposeM(A1)
mTranspose2 = transposeM(:arr, A1)
################################################################
A1 = ones(2, 1, 2); # 3 dimensional
mSqueeze1 = squeezeM(A1) # [1 1; 1 1]
A2 = zeros(1, 4, 1);
A2[:, 1:4, ] = [5; 3; 6; 0]
mSqueeze2 = squeezeM(A2) # When it gets one dimensional, it is vertical.
mSqueeze2 == [5; 3; 6; 0] # true
mSqueeze2 == [5 3 6 0] # false
################################################################
| [
27,
7856,
261,
480,
29,
3118,
16841,
16980,
544,
27453,
1472,
43826,
20910,
14,
19044,
43,
648,
13,
20362,
12,
2713,
65,
47106,
66,
15,
12,
11848,
18,
66,
12,
1157,
68,
24,
12,
16,
67,
23,
67,
12,
16,
69,
15,
64,
24,
1765,
6888,
5774,
64,
198,
16244,
278,
796,
3991,
26,
1303,
389,
345,
5922,
262,
5301,
393,
655,
1262,
30,
198,
361,
5922,
198,
197,
2,
2361,
751,
5416,
786,
1303,
611,
345,
836,
470,
423,
340,
198,
220,
220,
220,
3108,
796,
279,
16993,
3419,
198,
220,
220,
220,
611,
3108,
58,
437,
12,
21,
25,
437,
60,
14512,
366,
19044,
43,
648,
1,
198,
220,
220,
220,
220,
220,
220,
220,
4049,
7203,
10210,
7,
1462,
262,
6550,
43,
648,
3108,
8,
4943,
198,
220,
220,
220,
886,
198,
220,
220,
220,
4574,
0,
7,
35613,
62,
34219,
11,
366,
19570,
198,
220,
220,
220,
1262,
5416,
786,
198,
220,
220,
220,
1262,
6550,
43,
648,
198,
17772,
198,
220,
220,
220,
1262,
6550,
43,
648,
198,
437,
198,
29113,
29113,
198,
29113,
29113,
198,
76,
22570,
15,
796,
1976,
27498,
44,
7,
25,
6759,
11,
362,
8,
1303,
976,
355,
1976,
27498,
7,
17,
11,
17,
8,
198,
198,
76,
22570,
16,
796,
1976,
27498,
44,
7,
25,
6759,
11,
362,
11,
588,
796,
1976,
27498,
44,
7,
5317,
2624,
11,
362,
11,
362,
4008,
1303,
588,
2446,
198,
198,
32,
41888,
17,
352,
362,
60,
198,
76,
22570,
17,
796,
1976,
27498,
44,
7,
17,
11,
588,
28,
32,
8,
1303,
976,
355,
1976,
27498,
7,
5317,
2414,
11,
17,
8,
198,
198,
76,
22570,
18,
796,
1976,
27498,
44,
7,
17,
8,
1303,
976,
355,
1976,
27498,
7,
17,
8,
198,
198,
76,
22570,
19,
796,
1976,
27498,
44,
7,
5317,
2624,
11,
362,
11,
362,
8,
1303,
976,
355,
1976,
27498,
7,
5317,
2624,
11,
17,
11,
17,
8,
198,
198,
2,
3501,
2546,
355,
309,
29291,
198,
76,
22570,
20,
796,
1976,
27498,
44,
19510,
17,
11,
362,
4008,
1303,
796,
1976,
27498,
44,
7,
17,
11,
17,
8,
198,
198,
76,
22570,
21,
796,
1976,
27498,
44,
7,
5317,
2624,
11,
357,
17,
11,
362,
4008,
198,
198,
2,
3501,
2546,
355,
281,
15690,
198,
2235,
1729,
12,
16814,
6550,
23912,
835,
13,
15690,
815,
307,
34142,
4306,
345,
481,
651,
8563,
13,
198,
198,
76,
22570,
22,
796,
1976,
27498,
44,
26933,
17,
11,
362,
12962,
198,
198,
76,
22570,
23,
796,
1976,
27498,
44,
7,
5317,
2624,
11,
685,
17,
11,
362,
12962,
198,
198,
76,
22570,
24,
796,
1976,
27498,
44,
26933,
17,
11,
362,
4357,
588,
796,
685,
17,
13,
20,
513,
13,
15,
12962,
198,
29113,
29113,
198,
47122,
15,
796,
3392,
44,
7,
25,
6759,
11,
362,
8,
1303,
976,
355,
3392,
7,
17,
11,
17,
8,
198,
198,
47122,
16,
796,
3392,
44,
7,
25,
6759,
11,
362,
11,
588,
796,
3392,
44,
7,
5317,
2624,
11,
362,
11,
362,
4008,
1303,
588,
2446,
198,
198,
32,
41888,
17,
352,
362,
60,
198,
47122,
17,
796,
3392,
44,
7,
17,
11,
588,
28,
32,
8,
1303,
976,
355,
3392,
7,
5317,
2414,
11,
17,
8,
198,
198,
47122,
18,
796,
3392,
44,
7,
17,
8,
1303,
976,
355,
3392,
7,
17,
8,
198,
198,
47122,
19,
796,
3392,
44,
7,
5317,
2624,
11,
362,
11,
362,
8,
1303,
976,
355,
3392,
7,
5317,
2624,
11,
17,
11,
17,
8,
198,
198,
2,
3501,
2546,
355,
309,
29291,
198,
47122,
20,
796,
3392,
44,
19510,
17,
11,
362,
4008,
1303,
796,
3392,
44,
7,
17,
11,
17,
8,
198,
198,
47122,
21,
796,
3392,
44,
7,
5317,
2624,
11,
357,
17,
11,
362,
4008,
198,
198,
2,
3501,
2546,
355,
281,
15690,
198,
2235,
1729,
12,
16814,
6550,
23912,
835,
13,
15690,
815,
307,
34142,
4306,
345,
481,
651,
8563,
13,
198,
198,
47122,
22,
796,
3392,
44,
26933,
17,
11,
362,
12962,
198,
198,
47122,
23,
796,
3392,
44,
7,
5317,
2624,
11,
685,
17,
11,
362,
12962,
198,
198,
47122,
24,
796,
3392,
44,
26933,
17,
11,
362,
4357,
588,
796,
685,
17,
13,
20,
513,
13,
15,
12962,
198,
29113,
29113,
198,
76,
25120,
15,
796,
43720,
44,
7,
25,
6759,
11,
362,
8,
1303,
976,
355,
43720,
7,
17,
11,
17,
8,
198,
198,
76,
25120,
16,
796,
43720,
44,
7,
25,
6759,
11,
362,
11,
588,
796,
43720,
44,
7,
5317,
2624,
11,
362,
11,
362,
4008,
1303,
588,
2446,
198,
198,
32,
41888,
17,
352,
362,
60,
198,
76,
25120,
17,
796,
43720,
44,
7,
17,
11,
588,
28,
32,
8,
1303,
976,
355,
43720,
7,
5317,
2414,
11,
17,
8,
198,
198,
76,
25120,
18,
796,
43720,
44,
7,
17,
8,
1303,
976,
355,
43720,
7,
17,
8,
198,
198,
76,
25120,
19,
796,
43720,
44,
7,
5317,
2624,
11,
362,
11,
362,
8,
1303,
976,
355,
43720,
7,
5317,
2624,
11,
17,
11,
17,
8,
198,
198,
2,
3501,
2546,
355,
309,
29291,
198,
76,
25120,
20,
796,
43720,
44,
19510,
17,
11,
362,
4008,
1303,
796,
43720,
44,
7,
17,
11,
17,
8,
198,
198,
76,
25120,
21,
796,
43720,
44,
7,
5317,
2624,
11,
357,
17,
11,
362,
4008,
198,
198,
2,
3501,
2546,
355,
281,
15690,
198,
2235,
1729,
12,
16814,
6550,
23912,
835,
13,
15690,
815,
307,
34142,
4306,
345,
481,
651,
8563,
13,
198,
198,
76,
25120,
22,
796,
43720,
44,
26933,
17,
11,
362,
12962,
198,
198,
76,
25120,
23,
796,
43720,
44,
7,
5317,
2624,
11,
685,
17,
11,
362,
12962,
198,
198,
76,
25120,
24,
796,
43720,
44,
26933,
17,
11,
362,
4357,
588,
796,
685,
17,
13,
20,
513,
13,
15,
12962,
198,
29113,
29113,
198,
76,
7942,
15,
796,
2081,
44,
7,
25,
6759,
11,
362,
8,
1303,
976,
355,
491,
947,
7,
17,
11,
17,
8,
198,
198,
76,
7942,
16,
796,
2081,
44,
7,
17,
8,
1303,
976,
355,
491,
947,
7,
17,
8,
198,
198,
2,
3501,
2546,
355,
309,
29291,
198,
76,
7942,
17,
796,
2081,
44,
19510,
17,
11,
362,
4008,
1303,
796,
491,
947,
7,
17,
11,
17,
8,
198,
198,
2,
3501,
2546,
355,
281,
15690,
198,
2235,
1729,
12,
16814,
6550,
23912,
835,
13,
15690,
815,
307,
34142,
4306,
345,
481,
651,
8563,
13,
198,
76,
7942,
18,
796,
2081,
44,
26933,
17,
11,
362,
12962,
198,
29113,
29113,
198,
76,
9562,
15,
796,
3991,
44,
7,
25,
6759,
11,
362,
8,
1303,
976,
355,
27807,
274,
7,
17,
11,
17,
8,
198,
198,
76,
9562,
16,
796,
3991,
44,
7,
17,
8,
1303,
976,
355,
27807,
274,
7,
17,
8,
198,
198,
2,
3501,
2546,
355,
309,
29291,
198,
76,
9562,
17,
796,
3991,
44,
19510,
17,
11,
362,
4008,
1303,
796,
27807,
274,
7,
17,
11,
17,
8,
198,
198,
2,
3501,
2546,
355,
281,
15690,
198,
2235,
1729,
12,
16814,
6550,
23912,
835,
13,
15690,
815,
307,
34142,
4306,
345,
481,
651,
8563,
13,
198,
76,
9562,
18,
796,
3991,
44,
26933,
17,
11,
362,
12962,
198,
29113,
29113,
198,
76,
24876,
15,
796,
4151,
44,
7,
17,
1776,
1303,
685,
16,
657,
657,
26,
657,
352,
657,
60,
198,
198,
76,
24876,
16,
796,
4151,
44,
7,
17,
11,
513,
1776,
1303,
685,
16,
657,
657,
26,
657,
352,
657,
60,
198,
198,
76,
24876,
17,
796,
4151,
44,
7,
5317,
2624,
11,
362,
11,
513,
1776,
1303,
685,
16,
657,
657,
26,
657,
352,
657,
60,
198,
198,
76,
24876,
18,
796,
4151,
44,
7,
17,
11,
513,
11,
588,
796,
1976,
27498,
44,
7,
5317,
23,
11,
362,
11,
362,
4008,
198,
198,
76,
24876,
19,
796,
4151,
44,
19510,
17,
11,
362,
4008,
220,
1303,
3501,
2546,
355,
257,
309,
29291,
13,
554,
22300,
356,
779,
357,
17,
11,
17,
8,
2427,
286,
3501,
340,
355,
685,
17,
11,
17,
60,
198,
198,
76,
24876,
20,
796,
4151,
44,
7,
5317,
2624,
11,
357,
17,
11,
362,
4008,
220,
1303,
3501,
2546,
355,
257,
309,
29291,
13,
554,
22300,
356,
779,
357,
17,
11,
17,
8,
2427,
286,
3501,
340,
355,
685,
17,
11,
17,
60,
198,
198,
76,
24876,
21,
796,
4151,
44,
26933,
17,
11,
362,
12962,
1303,
1729,
12,
16814,
6550,
23912,
835,
198,
198,
76,
24876,
22,
796,
4151,
44,
7,
5317,
2624,
11,
685,
17,
11,
362,
12962,
1303,
1729,
12,
16814,
6550,
23912,
835,
198,
198,
82,
16,
796,
2546,
7,
1952,
7,
17,
11,
513,
4008,
1303,
1972,
2546,
422,
1194,
17593,
393,
17952,
198,
76,
24876,
23,
796,
4151,
44,
7,
82,
16,
8,
220,
1303,
3501,
2546,
355,
257,
7885,
357,
51,
29291,
737,
198,
29113,
29113,
198,
76,
18683,
363,
796,
2566,
363,
44,
26933,
17,
11,
513,
11,
604,
12962,
1303,
685,
15,
362,
657,
2162,
657,
513,
657,
26,
657,
604,
60,
198,
198,
76,
18683,
363,
17,
796,
2566,
363,
44,
26933,
17,
11,
513,
11,
604,
4357,
352,
8,
1303,
685,
15,
362,
513,
657,
26,
657,
657,
513,
657,
26,
657,
657,
657,
604,
26,
657,
657,
657,
657,
60,
198,
198,
76,
18683,
363,
18,
796,
2566,
363,
44,
26933,
16,
362,
513,
26,
604,
642,
718,
26,
767,
807,
860,
12962,
1303,
685,
16,
26,
20,
26,
24,
60,
198,
198,
76,
18683,
363,
19,
796,
2566,
363,
44,
26933,
16,
362,
513,
26,
604,
642,
718,
26,
767,
807,
860,
4357,
352,
8,
1303,
685,
17,
26,
21,
60,
198,
29113,
29113,
198,
32,
16,
796,
513,
1635,
3392,
7,
17,
11,
362,
1776,
198,
32,
17,
796,
604,
1635,
3392,
7,
17,
11,
362,
1776,
198,
32,
18,
796,
43720,
7,
18,
11,
513,
1776,
198,
76,
3629,
74,
10989,
363,
16,
796,
698,
74,
10989,
363,
44,
7,
32,
16,
11,
317,
17,
11,
317,
18,
8,
198,
198,
76,
3629,
74,
10989,
363,
17,
796,
698,
74,
10989,
363,
44,
7,
1952,
7,
17,
11,
362,
828,
362,
1635,
3392,
7,
17,
11,
362,
4008,
1303,
685,
1952,
7,
17,
11,
362,
8,
1976,
27498,
7,
17,
11,
362,
1776,
1976,
27498,
7,
17,
11,
362,
8,
220,
362,
1635,
3392,
7,
17,
11,
362,
15437,
198,
198,
32,
16,
796,
3392,
7,
17,
11,
604,
1776,
198,
32,
17,
796,
362,
1635,
3392,
7,
18,
11,
362,
1776,
198,
76,
3629,
74,
10989,
363,
18,
796,
698,
74,
10989,
363,
44,
7,
32,
16,
11,
317,
17,
8,
1303,
685,
1952,
7,
17,
11,
19,
8,
1976,
27498,
7,
17,
11,
17,
1776,
1976,
27498,
7,
18,
11,
19,
8,
362,
9,
1952,
7,
18,
11,
17,
15437,
198,
198,
76,
3629,
74,
10989,
363,
16,
26801,
796,
698,
74,
10989,
363,
44,
7,
25,
26801,
11,
317,
16,
11,
317,
17,
11,
317,
18,
8,
1303,
8024,
9726,
18683,
27923,
2134,
198,
198,
76,
3629,
74,
10989,
363,
17,
26801,
796,
698,
74,
10989,
363,
44,
7,
25,
26801,
11,
3392,
7,
17,
11,
362,
828,
362,
1635,
3392,
7,
17,
11,
362,
4008,
1303,
8024,
9726,
18683,
27923,
2134,
329,
685,
1952,
7,
17,
11,
362,
8,
1976,
27498,
7,
17,
11,
362,
1776,
1976,
27498,
7,
17,
11,
362,
8,
220,
362,
1635,
3392,
7,
17,
11,
362,
15437,
198,
29113,
29113,
198,
76,
21979,
16,
796,
3797,
44,
7,
16,
11,
3392,
7,
18,
11,
513,
828,
1976,
27498,
7,
18,
11,
513,
4008,
1303,
685,
1952,
7,
18,
11,
513,
1776,
1976,
27498,
7,
18,
11,
513,
15437,
198,
198,
76,
21979,
17,
796,
3797,
44,
7,
17,
11,
3392,
7,
18,
11,
513,
828,
1976,
27498,
7,
18,
11,
513,
4008,
1303,
685,
1952,
7,
18,
11,
513,
8,
1976,
27498,
7,
18,
11,
513,
15437,
198,
198,
76,
21979,
18,
796,
3797,
44,
7,
16,
11,
3392,
7,
18,
11,
513,
828,
1976,
27498,
7,
18,
11,
513,
828,
362,
1635,
3392,
7,
18,
11,
513,
4008,
1303,
685,
1952,
7,
18,
11,
513,
1776,
1976,
27498,
7,
18,
11,
513,
1776,
362,
1635,
3392,
7,
18,
11,
513,
15437,
198,
198,
76,
21979,
19,
796,
3797,
44,
7,
18,
11,
3392,
7,
17,
11,
362,
11,
362,
828,
1976,
27498,
7,
17,
11,
362,
11,
362,
4008,
1303,
685,
1952,
7,
17,
11,
362,
11,
362,
8,
1976,
27498,
7,
17,
11,
362,
11,
362,
15437,
198,
29113,
29113,
198,
76,
16045,
265,
16,
796,
3076,
89,
9246,
44,
7,
1952,
7,
18,
11,
513,
828,
1976,
27498,
7,
18,
11,
513,
4008,
1303,
685,
1952,
7,
18,
11,
513,
8,
1976,
27498,
7,
18,
11,
513,
15437,
198,
29113,
29113,
198,
76,
15922,
265,
16,
796,
9421,
9246,
44,
7,
1952,
7,
18,
11,
513,
828,
1976,
27498,
7,
18,
11,
513,
4008,
1303,
685,
1952,
7,
18,
11,
513,
1776,
1976,
27498,
7,
18,
11,
513,
15437,
198,
29113,
29113,
198,
53,
16,
796,
685,
16,
362,
513,
604,
11208,
198,
76,
47541,
10671,
16,
796,
3172,
10671,
44,
7,
53,
16,
11,
513,
8,
1303,
685,
16,
352,
352,
362,
362,
362,
513,
513,
513,
604,
604,
604,
60,
198,
198,
2,
285,
47541,
10671,
17,
796,
3172,
10671,
44,
7,
53,
16,
11,
357,
18,
11,
17,
11,
16,
11,
16,
4008,
1303,
685,
16,
352,
352,
362,
362,
513,
604,
60,
198,
198,
2,
285,
47541,
10671,
18,
796,
3172,
10671,
44,
7,
53,
16,
11,
43030,
26933,
18,
362,
352,
352,
60,
4008,
1303,
685,
16,
352,
352,
362,
362,
513,
604,
60,
198,
29113,
29113,
198,
76,
8413,
8071,
16,
796,
1128,
6759,
44,
7,
940,
11,
513,
11,
362,
8,
1303,
685,
940,
838,
26,
838,
838,
26,
838,
838,
60,
198,
198,
53,
796,
685,
16,
26,
362,
60,
198,
76,
8413,
8071,
17,
796,
1128,
6759,
44,
7,
53,
11,
513,
11,
362,
8,
220,
220,
1303,
16410,
16,
26,
362,
60,
685,
16,
26,
362,
11208,
685,
16,
26,
362,
60,
685,
16,
26,
362,
11208,
685,
16,
26,
362,
60,
685,
16,
26,
362,
11907,
198,
198,
76,
8413,
8071,
18,
796,
1128,
6759,
44,
7,
53,
11,
685,
18,
11,
362,
12962,
1303,
16410,
16,
26,
362,
60,
685,
16,
26,
362,
11208,
685,
16,
26,
362,
60,
685,
16,
26,
362,
11208,
685,
16,
26,
362,
60,
685,
16,
26,
362,
11907,
198,
198,
76,
8413,
8071,
19,
796,
1128,
6759,
44,
7,
53,
11,
357,
18,
11,
362,
4008,
1303,
16410,
16,
26,
362,
60,
685,
16,
26,
362,
11208,
685,
16,
26,
362,
60,
685,
16,
26,
362,
11208,
685,
16,
26,
362,
60,
685,
16,
26,
362,
11907,
198,
198,
76,
8413,
8071,
20,
796,
1128,
6759,
44,
7,
53,
11,
362,
8,
1303,
16410,
16,
26,
362,
60,
685,
16,
26,
362,
11208,
685,
16,
26,
362,
60,
685,
16,
26,
362,
11907,
198,
198,
76,
8413,
8071,
21,
796,
1128,
6759,
44,
7,
53,
11,
352,
11,
513,
8,
1303,
16410,
16,
26,
362,
60,
685,
16,
26,
362,
60,
685,
16,
26,
362,
11907,
198,
29113,
29113,
198,
32087,
1040,
10223,
16,
796,
300,
1040,
10223,
44,
7,
16,
11,
838,
8,
1303,
352,
25,
940,
198,
198,
32087,
1040,
10223,
17,
796,
300,
1040,
10223,
44,
7,
16,
11,
838,
11,
362,
8,
1303,
352,
25,
17,
25,
940,
6624,
352,
25,
17,
25,
24,
198,
198,
32087,
1040,
10223,
18,
796,
300,
1040,
10223,
44,
7,
25,
3258,
11,
352,
11,
838,
8,
1303,
2824,
7,
16,
25,
940,
8,
198,
198,
32087,
1040,
10223,
19,
796,
300,
1040,
10223,
44,
7,
25,
3258,
11,
352,
11,
838,
11,
362,
8,
1303,
2824,
7,
16,
25,
17,
25,
940,
8,
198,
29113,
29113,
198,
76,
11187,
13200,
16,
796,
2604,
13200,
44,
7,
16,
11,
642,
8,
1303,
2026,
2604,
283,
342,
76,
1146,
38980,
2173,
1022,
838,
61,
16,
290,
838,
61,
20,
198,
198,
76,
11187,
13200,
17,
796,
2604,
13200,
44,
7,
16,
11,
642,
11,
838,
8,
1303,
838,
2604,
283,
342,
76,
1146,
38980,
2173,
1022,
838,
61,
16,
290,
838,
61,
20,
198,
198,
76,
11187,
13200,
18,
796,
2604,
13200,
44,
7,
16,
11,
642,
11,
1058,
40496,
8,
1303,
685,
940,
13,
15,
61,
16,
11,
838,
13,
15,
61,
17,
11,
838,
13,
15,
61,
18,
11,
838,
13,
15,
61,
19,
11,
838,
13,
15,
61,
20,
60,
6624,
838,
13,
15,
13,
61,
7,
16,
25,
20,
8,
198,
29113,
29113,
198,
76,
16,
37031,
25928,
15,
11,
285,
17,
37031,
25928,
15,
796,
19609,
25928,
44,
7,
16,
25,
17,
25,
20,
8,
1303,
257,
362,
12,
35,
35991,
32557,
352,
25,
17,
25,
20,
287,
2124,
290,
331,
4571,
6624,
16410,
16,
26,
16,
26,
16,
7131,
18,
26,
18,
26,
18,
60,
685,
20,
26,
20,
26,
20,
11907,
290,
685,
16,
352,
352,
26,
513,
513,
513,
26,
642,
642,
642,
60,
198,
198,
76,
16,
37031,
25928,
16,
11,
285,
17,
37031,
25928,
16,
796,
19609,
25928,
44,
7,
16,
25,
17,
25,
20,
11,
352,
25,
17,
25,
20,
8,
1303,
220,
257,
362,
12,
35,
35991,
32557,
352,
25,
17,
25,
20,
287,
2124,
290,
331,
4571,
6624,
29565,
16,
513,
642,
26,
16,
513,
642,
26,
352,
513,
642,
38430,
16,
352,
352,
26,
513,
513,
513,
26,
642,
642,
642,
12962,
198,
198,
76,
16,
37031,
25928,
17,
11,
285,
17,
37031,
25928,
17,
11,
285,
18,
37031,
25928,
17,
796,
19609,
25928,
44,
7,
16,
25,
21,
11,
1160,
25,
1495,
11,
642,
25,
940,
8,
1303,
257,
513,
12,
35,
35991,
32557,
352,
25,
21,
287,
2124,
11,
1160,
25,
1495,
287,
331,
11,
290,
642,
25,
940,
287,
1976,
198,
29113,
29113,
198,
76,
16,
45,
67,
25928,
15,
11,
285,
17,
45,
67,
25928,
15,
796,
299,
67,
25928,
44,
7,
16,
25,
17,
25,
20,
11,
5391,
796,
362,
8,
1303,
257,
362,
12,
35,
35991,
32557,
352,
25,
17,
25,
20,
287,
2124,
290,
331,
4571,
6624,
685,
16,
352,
352,
26,
513,
513,
513,
26,
642,
642,
642,
60,
290,
685,
16,
513,
642,
26,
16,
513,
642,
26,
352,
513,
642,
60,
198,
198,
76,
16,
45,
67,
25928,
16,
11,
285,
17,
45,
67,
25928,
16,
796,
299,
67,
25928,
44,
7,
16,
25,
17,
25,
20,
11,
352,
25,
17,
25,
20,
8,
1303,
220,
257,
362,
12,
35,
35991,
32557,
352,
25,
17,
25,
20,
287,
2124,
290,
331,
4571,
6624,
29565,
16,
352,
352,
26,
513,
513,
513,
26,
642,
642,
642,
4357,
685,
16,
513,
642,
26,
16,
513,
642,
26,
352,
513,
642,
12962,
198,
198,
76,
16,
45,
67,
25928,
17,
11,
285,
17,
45,
67,
25928,
17,
11,
285,
18,
45,
67,
25928,
17,
796,
299,
67,
25928,
44,
7,
16,
25,
21,
11,
1160,
25,
1495,
11,
642,
25,
940,
8,
1303,
257,
513,
12,
35,
35991,
32557,
352,
25,
21,
287,
2124,
11,
1160,
25,
1495,
287,
331,
11,
290,
642,
25,
940,
287,
1976,
198,
29113,
29113,
198,
76,
20366,
80,
13200,
16,
796,
2030,
80,
13200,
44,
7,
940,
11,
5391,
796,
352,
8,
1303,
657,
25,
15,
13,
17,
25,
16,
198,
198,
76,
20366,
80,
13200,
17,
796,
2030,
80,
13200,
44,
7,
940,
11,
1058,
1929,
2305,
11,
5391,
796,
352,
8,
1303,
657,
25,
15,
13,
17,
25,
16,
13,
23,
198,
198,
76,
16,
20366,
80,
13200,
18,
11,
285,
17,
20366,
80,
13200,
18,
796,
2030,
80,
13200,
44,
7,
940,
11,
5391,
796,
362,
8,
1303,
5860,
734,
532,
16,
25,
15,
13,
17,
25,
15,
13,
23,
198,
198,
76,
16,
20366,
80,
13200,
19,
11,
285,
17,
20366,
80,
13200,
19,
796,
2030,
80,
13200,
44,
7,
940,
11,
1058,
76,
5069,
25928,
11,
5391,
796,
362,
8,
1303,
5860,
18842,
25928,
44,
32590,
16,
25,
15,
13,
17,
25,
15,
13,
23,
11,
532,
16,
25,
15,
13,
17,
25,
15,
13,
23,
828,
543,
318,
734,
532,
16,
25,
15,
13,
17,
25,
15,
13,
23,
198,
29113,
29113,
198,
32,
16,
796,
685,
17,
513,
604,
642,
718,
767,
26,
198,
220,
220,
220,
220,
220,
352,
362,
513,
604,
642,
718,
60,
198,
77,
24539,
16,
796,
4129,
44,
7,
32,
16,
1776,
1303,
718,
198,
198,
32,
17,
796,
14631,
17250,
1,
718,
26,
198,
220,
220,
220,
220,
220,
366,
10248,
16390,
1,
642,
26,
198,
220,
220,
220,
220,
220,
366,
15496,
1,
352,
60,
198,
77,
24539,
17,
796,
4129,
44,
7,
32,
17,
1776,
1303,
513,
198,
29113,
29113,
198,
32,
16,
796,
685,
17,
513,
604,
642,
718,
767,
26,
198,
220,
220,
220,
220,
220,
352,
362,
513,
604,
642,
718,
60,
198,
76,
10699,
16,
796,
2546,
44,
7,
25,
3258,
11,
317,
16,
1776,
1303,
685,
17,
26,
718,
60,
198,
83,
10699,
16,
796,
2546,
44,
7,
32,
16,
1776,
1303,
357,
17,
11,
718,
8,
198,
198,
77,
32,
16,
10699,
17,
796,
2546,
44,
7,
32,
16,
11,
362,
1776,
1303,
718,
198,
7857,
44,
7,
32,
16,
11,
362,
8,
6624,
718,
1303,
2081,
198,
7857,
44,
7,
25,
3258,
11,
317,
16,
11,
362,
8,
6624,
718,
1303,
3991,
198,
7857,
44,
7,
25,
3258,
11,
317,
16,
11,
362,
8,
6624,
685,
21,
60,
1303,
2081,
198,
198,
77,
32,
16,
10699,
16,
11,
299,
32,
16,
10699,
17,
796,
2546,
44,
7,
32,
16,
1776,
1303,
362,
290,
718,
198,
198,
32,
17,
796,
43720,
7,
18,
11,
642,
11,
604,
8,
198,
76,
10699,
17,
796,
2546,
44,
7,
25,
3258,
11,
317,
17,
11,
362,
11,
513,
1776,
1303,
685,
20,
26,
604,
60,
198,
83,
10699,
17,
796,
2546,
44,
7,
32,
17,
11,
362,
11,
513,
1776,
1303,
357,
20,
11,
604,
8,
198,
29113,
29113,
198,
32,
796,
43720,
7,
18,
11,
19,
11,
20,
1776,
198,
77,
29271,
16,
796,
299,
67,
12078,
7,
32,
8,
1303,
513,
198,
29113,
29113,
198,
77,
33111,
417,
16,
796,
997,
417,
44,
7,
16,
25,
20,
8,
1303,
642,
198,
198,
77,
33111,
417,
17,
796,
997,
417,
44,
26933,
16,
11,
362,
11,
513,
11,
604,
12962,
1303,
604,
198,
198,
77,
33111,
417,
18,
796,
997,
417,
44,
26933,
16,
362,
26,
513,
604,
12962,
1303,
604,
198,
29113,
29113,
198,
65,
27738,
9948,
283,
16,
796,
1189,
9948,
283,
44,
7,
16,
8,
1303,
2081,
198,
198,
65,
27738,
9948,
283,
17,
796,
1189,
9948,
283,
44,
7,
20,
1635,
3392,
7,
16,
11,
352,
11,
352,
4008,
1303,
3991,
198,
198,
2,
275,
27738,
9948,
283,
18,
796,
1189,
9948,
283,
44,
7203,
39,
4943,
1303,
3607,
4049,
198,
2,
198,
2,
275,
27738,
9948,
283,
19,
796,
1189,
9948,
283,
44,
7203,
17250,
4943,
1303,
3607,
4049,
198,
198,
65,
27738,
9948,
283,
20,
796,
1189,
9948,
283,
44,
7,
14692,
17250,
8973,
8,
1303,
3991,
198,
198,
65,
27738,
9948,
283,
21,
796,
1189,
9948,
283,
44,
7,
14692,
17250,
1,
366,
3886,
68,
8973,
8,
1303,
3991,
198,
198,
65,
27738,
9948,
283,
22,
796,
1189,
9948,
283,
44,
10786,
39,
11537,
1303,
2081,
1303,
639,
533,
913,
326,
287,
22300,
11,
34534,
389,
1464,
18032,
13,
198,
198,
65,
27738,
9948,
283,
23,
796,
1189,
9948,
283,
44,
7,
7942,
8,
1303,
2081,
198,
198,
2,
6550,
23912,
835,
25,
198,
65,
27738,
9948,
283,
19044,
16,
796,
1189,
9948,
283,
44,
7,
25,
6759,
11,
352,
8,
1303,
2081,
198,
198,
65,
27738,
9948,
283,
19044,
17,
796,
1189,
9948,
283,
44,
7,
25,
6759,
11,
685,
16,
12962,
1303,
2081,
198,
198,
65,
27738,
9948,
283,
19044,
18,
796,
1189,
9948,
283,
44,
7,
25,
6759,
11,
642,
1635,
3392,
7,
16,
11,
352,
11,
352,
4008,
1303,
2081,
198,
198,
65,
27738,
9948,
283,
19044,
19,
796,
1189,
9948,
283,
44,
7,
25,
6759,
11,
366,
39,
4943,
1303,
2081,
198,
198,
65,
27738,
9948,
283,
19044,
20,
796,
1189,
9948,
283,
44,
7,
25,
6759,
11,
366,
17250,
4943,
1303,
3991,
198,
198,
65,
27738,
9948,
283,
19044,
21,
796,
1189,
9948,
283,
44,
7,
25,
6759,
11,
14631,
17250,
8973,
8,
1303,
2081,
198,
198,
65,
27738,
9948,
283,
19044,
22,
796,
1189,
9948,
283,
44,
7,
25,
6759,
11,
14631,
17250,
1,
366,
3886,
68,
8973,
8,
1303,
3991,
198,
198,
65,
27738,
9948,
283,
19044,
23,
796,
1189,
9948,
283,
44,
7,
25,
6759,
11,
705,
39,
11537,
1303,
2081,
1303,
639,
533,
913,
326,
287,
22300,
11,
34534,
389,
1464,
18032,
13,
198,
198,
65,
27738,
9948,
283,
19044,
24,
796,
1189,
9948,
283,
44,
7,
25,
6759,
11,
2081,
8,
1303,
2081,
198,
29113,
29113,
198,
32,
16,
796,
685,
16,
26,
362,
26,
513,
60,
1303,
393,
685,
16,
11,
362,
11,
513,
60,
198,
65,
3792,
31364,
16,
796,
318,
31364,
44,
7,
32,
16,
8,
1303,
2081,
198,
198,
32,
17,
796,
685,
16,
362,
513,
60,
198,
65,
3792,
31364,
17,
796,
318,
31364,
44,
7,
32,
17,
8,
1303,
3991,
198,
198,
65,
3792,
31364,
18,
796,
318,
31364,
44,
7,
1952,
7,
18,
11,
352,
4008,
1303,
3991,
198,
198,
65,
3792,
31364,
19,
796,
318,
31364,
44,
7,
1952,
7,
16,
11,
513,
4008,
1303,
3991,
198,
198,
65,
3792,
31364,
20,
796,
318,
31364,
44,
7,
1952,
7,
18,
4008,
1303,
2081,
198,
198,
65,
3792,
31364,
21,
796,
318,
31364,
44,
7,
16,
8,
1303,
3991,
198,
198,
65,
3792,
31364,
22,
796,
318,
31364,
44,
7203,
17250,
4943,
1303,
3991,
198,
198,
65,
3792,
31364,
23,
796,
318,
31364,
44,
7,
14692,
17250,
1600,
366,
3886,
68,
8973,
8,
1303,
2081,
198,
198,
65,
3792,
46912,
24,
796,
318,
31364,
44,
7,
14692,
17250,
1,
366,
3886,
68,
8973,
8,
1303,
3991,
198,
198,
2,
6550,
23912,
6378,
25,
198,
65,
3792,
31364,
19044,
16,
796,
318,
31364,
44,
7,
25,
6759,
11,
317,
16,
8,
1303,
2081,
198,
198,
65,
3792,
31364,
19044,
17,
796,
318,
31364,
44,
7,
25,
6759,
11,
317,
17,
8,
1303,
2081,
198,
198,
65,
3792,
31364,
19044,
18,
796,
318,
31364,
44,
7,
25,
6759,
11,
3392,
7,
18,
11,
352,
4008,
1303,
2081,
198,
198,
65,
3792,
31364,
19044,
19,
796,
318,
31364,
44,
7,
25,
6759,
11,
3392,
7,
16,
11,
513,
4008,
1303,
2081,
198,
198,
65,
3792,
31364,
19044,
20,
796,
318,
31364,
44,
7,
25,
6759,
11,
3392,
7,
18,
4008,
1303,
2081,
198,
198,
65,
3792,
31364,
19044,
21,
796,
318,
31364,
44,
7,
25,
6759,
11,
352,
8,
1303,
2081,
198,
198,
65,
3792,
31364,
19044,
22,
796,
318,
31364,
44,
7,
25,
6759,
11,
366,
17250,
4943,
1303,
2081,
198,
198,
65,
3792,
31364,
19044,
23,
796,
318,
31364,
44,
7,
25,
6759,
11,
14631,
17250,
1600,
366,
3886,
68,
8973,
8,
1303,
2081,
198,
29113,
29113,
198,
32,
16,
796,
685,
16,
362,
513,
26,
513,
642,
718,
60,
198,
65,
3792,
46912,
16,
796,
318,
6759,
8609,
44,
7,
32,
16,
8,
1303,
2081,
198,
198,
32,
17,
796,
685,
16,
26,
17,
26,
18,
60,
1303,
393,
685,
16,
11,
17,
11,
18,
60,
198,
65,
3792,
46912,
17,
796,
318,
6759,
8609,
44,
7,
32,
17,
8,
1303,
3991,
198,
198,
65,
3792,
46912,
18,
796,
318,
6759,
8609,
44,
7,
1952,
7,
18,
11,
352,
4008,
1303,
2081,
198,
198,
65,
3792,
46912,
19,
796,
318,
6759,
8609,
44,
7,
1952,
7,
16,
11,
513,
4008,
1303,
2081,
198,
198,
65,
3792,
46912,
20,
796,
318,
6759,
8609,
44,
7,
1952,
7,
18,
4008,
1303,
3991,
198,
198,
65,
3792,
46912,
21,
796,
318,
6759,
8609,
44,
7203,
17250,
4943,
1303,
3991,
198,
198,
65,
3792,
46912,
22,
796,
318,
6759,
8609,
44,
7,
14692,
17250,
1600,
366,
3886,
68,
8973,
8,
1303,
3991,
198,
198,
65,
3792,
46912,
23,
796,
318,
6759,
8609,
44,
7,
14692,
17250,
1,
366,
3886,
68,
8973,
8,
1303,
2081,
198,
198,
2,
6550,
23912,
6378,
25,
198,
198,
65,
3792,
46912,
19044,
16,
796,
318,
6759,
8609,
44,
7,
25,
6759,
11,
317,
16,
8,
1303,
2081,
198,
198,
65,
3792,
46912,
19044,
17,
796,
318,
6759,
8609,
44,
7,
25,
6759,
11,
317,
17,
8,
1303,
2081,
198,
198,
65,
3792,
46912,
19044,
18,
796,
318,
6759,
8609,
44,
7,
25,
6759,
11,
3392,
7,
18,
11,
352,
4008,
1303,
2081,
198,
198,
65,
3792,
46912,
19044,
19,
796,
318,
6759,
8609,
44,
7,
25,
6759,
11,
3392,
7,
16,
11,
513,
4008,
1303,
2081,
198,
198,
65,
3792,
46912,
19044,
20,
796,
318,
6759,
8609,
44,
7,
25,
6759,
11,
3392,
7,
18,
4008,
1303,
2081,
198,
198,
65,
3792,
46912,
19044,
21,
796,
318,
6759,
8609,
44,
7,
25,
6759,
11,
366,
17250,
4943,
1303,
2081,
198,
198,
65,
3792,
46912,
19044,
22,
796,
318,
6759,
8609,
44,
7,
25,
6759,
11,
14631,
17250,
1600,
366,
3886,
68,
8973,
8,
1303,
2081,
198,
29113,
29113,
198,
32,
16,
796,
685,
16,
26,
362,
26,
513,
60,
1303,
393,
685,
16,
11,
362,
11,
513,
60,
198,
65,
3792,
808,
16,
796,
318,
808,
44,
7,
32,
16,
8,
1303,
3991,
198,
198,
32,
17,
796,
685,
16,
362,
513,
60,
198,
65,
3792,
808,
17,
796,
318,
808,
44,
7,
32,
17,
8,
1303,
2081,
198,
198,
65,
3792,
808,
18,
796,
318,
808,
44,
7,
1952,
7,
18,
11,
352,
4008,
1303,
3991,
198,
198,
65,
3792,
808,
19,
796,
318,
808,
44,
7,
1952,
7,
16,
11,
513,
4008,
1303,
2081,
198,
198,
65,
3792,
808,
20,
796,
318,
808,
44,
7,
1952,
7,
18,
4008,
1303,
3991,
198,
198,
65,
3792,
808,
21,
796,
318,
808,
44,
7,
16,
8,
1303,
3991,
198,
198,
65,
3792,
808,
22,
796,
318,
808,
44,
7203,
17250,
4943,
1303,
3991,
198,
198,
65,
3792,
808,
23,
796,
318,
808,
44,
7,
14692,
17250,
1600,
366,
3886,
68,
8973,
8,
1303,
3991,
198,
198,
65,
3792,
808,
24,
796,
318,
808,
44,
7,
14692,
17250,
1,
366,
3886,
68,
8973,
8,
1303,
2081,
198,
198,
2,
6550,
23912,
6378,
25,
198,
65,
3792,
808,
19044,
16,
796,
318,
808,
44,
7,
25,
6759,
11,
317,
16,
8,
1303,
3991,
198,
198,
65,
3792,
808,
19044,
17,
796,
318,
808,
44,
7,
25,
6759,
11,
317,
17,
8,
1303,
2081,
198,
198,
65,
3792,
808,
19044,
18,
796,
318,
808,
44,
7,
25,
6759,
11,
3392,
7,
18,
11,
352,
4008,
1303,
3991,
198,
198,
65,
3792,
808,
19044,
19,
796,
318,
808,
44,
7,
25,
6759,
11,
3392,
7,
16,
11,
513,
4008,
1303,
2081,
198,
198,
65,
3792,
808,
19044,
20,
796,
318,
808,
44,
7,
25,
6759,
11,
3392,
7,
18,
4008,
1303,
3991,
198,
198,
65,
3792,
808,
19044,
21,
796,
318,
808,
44,
7,
25,
6759,
11,
352,
8,
1303,
2081,
198,
198,
65,
3792,
808,
19044,
22,
796,
318,
808,
44,
7,
25,
6759,
11,
366,
17250,
4943,
1303,
2081,
198,
198,
65,
3792,
808,
19044,
23,
796,
318,
808,
44,
7,
25,
6759,
11,
14631,
17250,
1600,
366,
3886,
68,
8973,
8,
1303,
3991,
198,
29113,
29113,
198,
32,
16,
796,
685,
16,
26,
362,
26,
513,
60,
1303,
393,
685,
16,
11,
362,
11,
513,
60,
198,
65,
40,
1416,
349,
4182,
16,
796,
318,
28665,
44,
7,
32,
16,
8,
1303,
3991,
198,
198,
32,
17,
796,
685,
16,
362,
513,
60,
198,
65,
40,
1416,
349,
4182,
17,
796,
318,
28665,
44,
7,
32,
17,
8,
1303,
3991,
198,
198,
65,
40,
1416,
349,
4182,
18,
796,
318,
28665,
44,
7,
1952,
7,
18,
11,
352,
4008,
1303,
256,
518,
198,
198,
65,
40,
1416,
349,
4182,
19,
796,
318,
28665,
44,
7,
1952,
7,
16,
11,
513,
4008,
1303,
9562,
198,
198,
65,
40,
1416,
349,
4182,
20,
796,
318,
28665,
44,
7,
1952,
7,
18,
4008,
1303,
3991,
198,
198,
65,
40,
1416,
349,
4182,
21,
796,
318,
28665,
44,
7,
16,
8,
1303,
3991,
198,
198,
65,
40,
1416,
349,
4182,
22,
796,
318,
28665,
44,
7203,
17250,
4943,
1303,
3991,
198,
198,
65,
40,
1416,
349,
4182,
23,
796,
318,
28665,
44,
7,
14692,
17250,
1600,
366,
3886,
68,
8973,
8,
1303,
3991,
198,
198,
65,
40,
1416,
349,
4182,
24,
796,
318,
28665,
44,
7,
14692,
17250,
1,
366,
3886,
68,
8973,
8,
1303,
3991,
198,
198,
2,
6550,
23912,
6378,
25,
198,
65,
40,
1416,
349,
4182,
19044,
16,
796,
318,
28665,
44,
7,
25,
6759,
11,
317,
16,
8,
1303,
2081,
198,
198,
65,
40,
1416,
349,
4182,
19044,
17,
796,
318,
28665,
44,
7,
25,
6759,
11,
317,
17,
8,
1303,
3991,
198,
198,
65,
40,
1416,
349,
4182,
19044,
18,
796,
318,
28665,
44,
7,
25,
6759,
11,
3392,
7,
18,
11,
352,
4008,
1303,
2081,
198,
198,
65,
40,
1416,
349,
4182,
19044,
19,
796,
318,
28665,
44,
7,
25,
6759,
11,
3392,
7,
16,
11,
513,
4008,
1303,
3991,
198,
198,
65,
40,
1416,
349,
4182,
19044,
20,
796,
318,
28665,
44,
7,
25,
6759,
11,
3392,
7,
18,
4008,
1303,
2081,
198,
198,
65,
40,
1416,
349,
4182,
19044,
21,
796,
318,
28665,
44,
7,
25,
6759,
11,
352,
8,
1303,
2081,
198,
198,
65,
40,
1416,
349,
4182,
19044,
22,
796,
318,
28665,
44,
7,
25,
6759,
11,
366,
17250,
4943,
1303,
2081,
198,
198,
65,
40,
1416,
349,
4182,
19044,
23,
796,
318,
28665,
44,
7,
25,
6759,
11,
14631,
17250,
1600,
366,
3886,
68,
8973,
8,
1303,
2081,
198,
29113,
29113,
198,
76,
42758,
15,
796,
3297,
44,
26933,
20,
11,
513,
11,
678,
11,
1160,
11,
352,
11,
604,
12962,
1303,
685,
16,
11,
513,
11,
604,
11,
642,
11,
678,
11,
1160,
60,
198,
198,
32,
796,
685,
20,
11,
513,
11,
678,
11,
1160,
11,
352,
11,
604,
60,
198,
76,
42758,
16,
11,
1312,
42758,
16,
796,
3297,
44,
7,
32,
11,
314,
796,
2081,
8,
220,
1303,
8024,
3297,
6376,
198,
32,
58,
72,
42758,
16,
60,
6624,
285,
42758,
16,
198,
198,
76,
42758,
17,
796,
3297,
44,
26933,
20,
11,
513,
11,
678,
11,
1160,
11,
352,
11,
604,
4357,
1058,
20147,
437,
8,
1303,
685,
1238,
11,
1129,
11,
20,
11,
19,
11,
18,
11,
16,
60,
198,
198,
76,
42758,
18,
796,
3297,
44,
26933,
16,
642,
513,
26,
604,
352,
838,
12962,
1303,
685,
16,
352,
513,
26,
604,
642,
838,
60,
198,
198,
76,
42758,
19,
796,
3297,
44,
26933,
16,
642,
513,
26,
604,
352,
838,
4357,
362,
11,
1058,
3372,
437,
8,
1303,
685,
16,
513,
642,
26,
352,
604,
838,
60,
198,
198,
33,
796,
685,
16,
642,
513,
26,
604,
352,
838,
60,
198,
76,
42758,
20,
11,
1312,
42758,
20,
796,
3297,
44,
7,
33,
11,
362,
11,
1058,
3372,
437,
11,
314,
796,
2081,
8,
1303,
685,
16,
513,
642,
26,
352,
604,
838,
60,
198,
33,
58,
72,
42758,
20,
60,
6624,
285,
42758,
20,
198,
198,
32,
796,
1976,
27498,
44,
7,
46541,
11,
362,
11,
362,
11,
362,
8,
198,
32,
58,
45299,
1058,
11,
352,
60,
796,
685,
17,
513,
26,
352,
718,
60,
198,
32,
58,
45299,
1058,
11,
362,
60,
796,
25915,
16,
860,
26,
657,
1105,
60,
198,
76,
42758,
21,
796,
3297,
44,
7,
32,
11,
513,
8,
1303,
513,
35,
3297,
198,
29113,
29113,
198,
82,
7414,
541,
16,
796,
14283,
44,
7203,
17250,
4943,
1303,
366,
72,
39,
1,
198,
198,
76,
7414,
541,
17,
796,
14283,
44,
26933,
16,
26,
362,
26,
513,
26,
604,
12962,
1303,
58,
19,
26,
18,
26,
17,
26,
16,
60,
198,
198,
76,
7414,
541,
18,
796,
14283,
44,
26933,
16,
362,
26,
513,
604,
12962,
1303,
45971,
790,
5721,
25,
1303,
685,
18,
604,
26,
352,
362,
60,
198,
198,
76,
7414,
541,
19,
796,
14283,
44,
26933,
16,
362,
26,
513,
604,
4357,
362,
8,
1303,
14283,
1863,
5391,
82,
362,
25,
1303,
58,
17,
352,
26,
604,
513,
60,
198,
29113,
29113,
198,
76,
24864,
16,
796,
5724,
3829,
44,
26933,
16,
362,
26,
513,
604,
12962,
1303,
58,
17,
604,
26,
352,
513,
60,
198,
198,
76,
24864,
17,
796,
5724,
3829,
44,
26933,
16,
362,
26,
513,
604,
4357,
513,
8,
1303,
685,
18,
352,
26,
604,
362,
60,
198,
29113,
29113,
198,
32,
16,
796,
685,
17,
513,
604,
642,
718,
767,
26,
198,
220,
220,
220,
220,
220,
352,
362,
513,
604,
642,
718,
60,
198,
76,
8291,
3455,
16,
796,
1007,
3455,
44,
7,
32,
16,
8,
198,
198,
76,
8291,
3455,
17,
796,
1007,
3455,
44,
7,
25,
3258,
11,
317,
16,
8,
198,
29113,
29113,
198,
32,
16,
796,
3392,
7,
17,
11,
352,
11,
362,
1776,
1303,
513,
38517,
198,
76,
22266,
1453,
2736,
16,
796,
21229,
44,
7,
32,
16,
8,
1303,
685,
16,
352,
26,
352,
352,
60,
198,
198,
32,
17,
796,
1976,
27498,
7,
16,
11,
604,
11,
352,
1776,
198,
32,
17,
58,
45299,
352,
25,
19,
11,
2361,
796,
685,
20,
26,
513,
26,
718,
26,
657,
60,
198,
76,
22266,
1453,
2736,
17,
796,
21229,
44,
7,
32,
17,
8,
1303,
1649,
340,
3011,
530,
38517,
11,
340,
318,
11723,
13,
198,
198,
76,
22266,
1453,
2736,
17,
6624,
685,
20,
26,
513,
26,
718,
26,
657,
60,
1303,
2081,
198,
76,
22266,
1453,
2736,
17,
6624,
685,
20,
513,
718,
657,
60,
1303,
3991,
198,
29113,
29113,
198
] | 2.345561 | 6,297 |
"""
equal_windows(N,window)
Create interval sequence given a length `N` and window `window`.
The last window chunk is not returned if leftover is less than `window`.
"""
function equal_windows(N::Int,window::Int)
leftover = mod(N,window)
1:window:N-leftover
end
"""
bootstrap_window(f,tokens,window)
Calculate `f` on `window`-size chunks of `tokens`.
"""
function bootstrap_window(f::Function,tokens::Vector{T},window=1000) where T
N = length(tokens)
Float64[f(tokens[start:start+window-1])
for start in equal_windows(N,window)]
end
"""
bootstrap_ci(xs)
Calculates a 95% confidence interval given bootstrap sequence `xs`.
"""
bootstrap_ci(xs) = 1.96*std(xs)/sqrt(length(xs))
"""
sttr(tokens,window)
Calculate the Standardized Type-Token Ratio on `tokens` given `window` size.
"""
sttr(tokens,window) = mean(bootstrap_window(ttr,tokens,window))
| [
37811,
198,
220,
220,
220,
4961,
62,
28457,
7,
45,
11,
17497,
8,
198,
198,
16447,
16654,
8379,
1813,
257,
4129,
4600,
45,
63,
290,
4324,
4600,
17497,
44646,
198,
198,
464,
938,
4324,
16058,
318,
407,
4504,
611,
39191,
318,
1342,
621,
4600,
17497,
44646,
198,
37811,
198,
8818,
4961,
62,
28457,
7,
45,
3712,
5317,
11,
17497,
3712,
5317,
8,
198,
220,
220,
220,
39191,
796,
953,
7,
45,
11,
17497,
8,
198,
220,
220,
220,
352,
25,
17497,
25,
45,
12,
9464,
2502,
198,
437,
198,
198,
37811,
198,
220,
220,
220,
6297,
26418,
62,
17497,
7,
69,
11,
83,
482,
641,
11,
17497,
8,
198,
198,
9771,
3129,
378,
4600,
69,
63,
319,
4600,
17497,
63,
12,
7857,
22716,
286,
4600,
83,
482,
641,
44646,
198,
37811,
198,
8818,
6297,
26418,
62,
17497,
7,
69,
3712,
22203,
11,
83,
482,
641,
3712,
38469,
90,
51,
5512,
17497,
28,
12825,
8,
810,
309,
198,
220,
220,
220,
399,
796,
4129,
7,
83,
482,
641,
8,
198,
220,
220,
220,
48436,
2414,
58,
69,
7,
83,
482,
641,
58,
9688,
25,
9688,
10,
17497,
12,
16,
12962,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
329,
923,
287,
4961,
62,
28457,
7,
45,
11,
17497,
15437,
198,
437,
198,
198,
37811,
198,
220,
220,
220,
6297,
26418,
62,
979,
7,
34223,
8,
198,
198,
9771,
3129,
689,
257,
6957,
4,
6628,
16654,
1813,
6297,
26418,
8379,
4600,
34223,
44646,
198,
37811,
198,
18769,
26418,
62,
979,
7,
34223,
8,
796,
352,
13,
4846,
9,
19282,
7,
34223,
20679,
31166,
17034,
7,
13664,
7,
34223,
4008,
198,
198,
37811,
198,
220,
220,
220,
336,
2213,
7,
83,
482,
641,
11,
17497,
8,
198,
198,
9771,
3129,
378,
262,
8997,
1143,
5994,
12,
30642,
33956,
319,
4600,
83,
482,
641,
63,
1813,
4600,
17497,
63,
2546,
13,
198,
37811,
198,
301,
2213,
7,
83,
482,
641,
11,
17497,
8,
796,
1612,
7,
18769,
26418,
62,
17497,
7,
926,
81,
11,
83,
482,
641,
11,
17497,
4008,
198
] | 2.627566 | 341 |
function tcm_predictMNL(N, u, assortments)
M = size(assortments,1)
v = zeros(Float64,size(assortments))
for m = 1 : M
v[m,N] = 1.0
for p = 1 : N-1
v[m,p] = exp(u[p]) * assortments[m,p]
end
v[m,:] = v[m,:] / sum(v[m,:])
end
return v
end | [
8818,
256,
11215,
62,
79,
17407,
44,
32572,
7,
45,
11,
334,
11,
840,
419,
902,
8,
198,
197,
44,
796,
2546,
7,
562,
419,
902,
11,
16,
8,
628,
197,
85,
796,
1976,
27498,
7,
43879,
2414,
11,
7857,
7,
562,
419,
902,
4008,
628,
220,
220,
220,
329,
285,
796,
352,
1058,
337,
198,
220,
220,
220,
220,
220,
220,
220,
410,
58,
76,
11,
45,
60,
796,
352,
13,
15,
198,
220,
220,
220,
220,
220,
220,
220,
329,
279,
796,
352,
1058,
399,
12,
16,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
410,
58,
76,
11,
79,
60,
796,
1033,
7,
84,
58,
79,
12962,
1635,
840,
419,
902,
58,
76,
11,
79,
60,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
410,
58,
76,
11,
47715,
796,
410,
58,
76,
11,
47715,
1220,
2160,
7,
85,
58,
76,
11,
25,
12962,
198,
220,
220,
220,
886,
628,
220,
220,
220,
1441,
410,
198,
437
] | 1.710983 | 173 |
<reponame>queryverse/DataValues.jl<filename>test/array/test_primitives.jl<gh_stars>1-10
using Test
using DataValues
@testset "DataValueArray: Primitives" begin
n = rand(1:5)
siz = [ rand(2:5) for i in n ]
A = rand(siz...)
M = rand(Bool, siz...)
X = DataValueArray(A, M)
i = rand(1:length(X))
@test values(X, i) == X.values[i]
@test isna(X, i) == X.isna[i]
I = [ rand(1:size(X, i)) for i in 1:n ]
@test values(X, I...) == X.values[I...]
@test isna(X, I...) == X.isna[I...]
# ----- test Base.similar, Base.size ----------------------------------------#
x = DataValueArray{Int}((5, 2))
@test isa(x, DataValueMatrix{Int})
@test size(x) === (5, 2)
y = similar(x, DataValue{Int}, (3, 3))
@test isa(y, DataValueMatrix{Int})
@test size(y) === (3, 3)
z = similar(x, DataValue{Int}, (2,))
@test isa(z, DataValueVector{Int})
@test size(z) === (2,)
# test common use-patterns for 'similar'
dv = DataValueArray{Int}(2)
dm = DataValueArray{Int}(2, 2)
dt = DataValueArray{Int}(2, 2, 2)
similar(dv)
similar(dm)
similar(dt)
similar(dv, 2)
similar(dm, 2, 2)
similar(dt, 2, 2, 2)
# ----- test Base.copy/Base.copy! --------------------------------------------#
# copy
x = DataValueArray([1, 2, NA])
y = DataValueArray([3, NA, 5])
@test isequal(copy(x), x)
@test isequal(copyto!(y, x), x)
# copy!
function nonbits(dv)
ret = similar(dv, DataValue{Integer})
for ii = 1:length(dv)
if !dv.isna[ii]
ret[ii] = dv[ii]
end
end
ret
end
set1 = Any[DataValueArray([1, NA, 3]),
DataValueArray([NA, 5]),
DataValueArray([1, 2, 3, 4, 5]),
DataValueArray(Int[]),
DataValueArray([NA, 5, 3]),
DataValueArray([1, 5, 3])]
set2 = map(nonbits, set1)
for (dest, src, bigsrc, emptysrc, res1, res2) in Any[set1, set2]
@test isequal(copyto!(copy(dest), src), res1)
@test isequal(copyto!(copy(dest), 1, src), res1)
@test isequal(copyto!(copy(dest), 2, src, 2), res2)
@test isequal(copyto!(copy(dest), 2, src, 2, 1), res2)
@test isequal(copyto!(copy(dest), 99, src, 99, 0), dest)
@test isequal(copyto!(copy(dest), 1, emptysrc), dest)
@test_throws BoundsError copyto!(dest, 1, emptysrc, 1)
for idx in [0, 4]
@test_throws BoundsError copyto!(dest, idx, src)
@test_throws BoundsError copyto!(dest, idx, src, 1)
@test_throws BoundsError copyto!(dest, idx, src, 1, 1)
@test_throws BoundsError copyto!(dest, 1, src, idx)
@test_throws BoundsError copyto!(dest, 1, src, idx, 1)
end
@test_throws ArgumentError copyto!(dest, 1, src, 1, -1)
@test_throws BoundsError copyto!(dest, bigsrc)
@test_throws BoundsError copyto!(dest, 3, src)
@test_throws BoundsError copyto!(dest, 3, src, 1)
@test_throws BoundsError copyto!(dest, 3, src, 1, 2)
@test_throws BoundsError copyto!(dest, 1, src, 2, 2)
end
# ----- test Base.fill! ------------------------------------------------------#
X = DataValueArray{Int}(10, 2)
fill!(X, DataValue(10))
Y = DataValueArray{Float64}(10)
fill!(Y, rand(Float64))
@test X.values == fill(10, 10, 2)
@test isequal(X.isna, fill(false, 10, 2))
@test isequal(Y.isna, fill(false, 10))
fill!(X, DataValue())
@test isequal(X.isna, fill(true, 10, 2))
# ----- test Base.deepcopy ---------------------------------------------------#
Y1 = deepcopy(Y)
@test isequal(Y1, Y)
@assert !(Y === Y1)
# ----- test Base.resize! ----------------------------------------------------#
resize!(Y1, 20)
@test Y1.values[1:10] == Y.values[1:10]
@test Y1.isna[1:10] == Y.isna[1:10]
@test Y1.isna[11:20] == fill(true, 10)
resize!(Y1, 5)
@test Y1.values[1:5] == Y.values[1:5]
@test Y1.isna[1:5] == Y.isna[1:5]
# ----- test Base.reshape ----------------------------------------------------#
Y1 = reshape(copy(Y), length(Y), 1)
@test size(Y1) == (length(Y), 1)
@test all(i -> isequal(Y1[i], Y[i]), 1:length(Y))
Y2 = reshape(Y1, 1, length(Y1))
@test size(Y2) == (1, length(Y1))
@test all(i -> isequal(Y1[i], Y2[i]), 1:length(Y2))
# Test that arrays share the same data
Y2.values[1] += 1
Y2.isna[2] = true
@test all(i -> isequal(Y1[i], Y2[i]), 1:length(Y2))
# ----- test Base.ndims ------------------------------------------------------#
for n in 1:4
@test ndims(DataValueArray{Int}(collect(1:n)...)) == n
end
# ----- test Base.length -----------------------------------------------------#
@test length(DataValueArray{Int}(10)) == 10
@test length(DataValueArray{Int}(5, 5)) == 25
@test length(DataValueArray{Int}((3, 3, 3))) == 27
# ----- test Base.lastindex ------------------------------------------------------#
@test lastindex(DataValueArray(collect(1:10))) == 10
@test lastindex(DataValueArray([1, 2, nothing, 4, nothing])) == 5
# ----- test Base.find -------------------------------------------------------#
z = DataValueArray(rand(Bool, 10))
@test (LinearIndices(z))[findall(x -> x != 0, z)] == (LinearIndices(z.values))[findall(z.values)]
z = DataValueArray([false, true, false, true, false, true])
@test isequal((LinearIndices(z))[findall(x -> x != 0, z)], [2, 4, 6])
# ----- test dropna --------------------------------------------------------#
# dropna(X::DataValueVector)
z = DataValueArray([1, 2, 3, NA, 5, NA, 7, NA])
@test dropna(z) == [1, 2, 3, 5, 7]
# dropna(X::AbstractVector)
A = Any[1, 2, 3, DataValue(), 5, DataValue(), 7, DataValue()]
@test dropna(A) == [1, 2, 3, 5, 7]
# dropna(X::AbstractVector{<:DataValue})
B = [1, 2, 3, DataValue(), 5, DataValue(), 7, DataValue()]
@test dropna(B) == [1, 2, 3, 5, 7]
# assert dropna returns copy for !(DataValue <: eltype(X))
nullfree = [1, 2, 3, 4]
returned_copy = dropna(nullfree)
@test nullfree == returned_copy && !(nullfree === returned_copy)
# ----- test dropna! -------------------------------------------------------#
# for each, assert returned values are unwrapped and inplace change
# dropna!(X::DataValueVector)
@test dropna!(z) == [1, 2, 3, 5, 7]
@test isequal(z, DataValueArray([1, 2, 3, 5, 7]))
# dropna!(X::AbstractVector)
@test dropna!(A) == [1, 2, 3, 5, 7]
@test isequal(A, Any[1, 2, 3, 5, 7])
# dropna!(X::AbstractVector{<:DataValue})
@test dropna!(B) == [1, 2, 3, 5, 7]
@test isequal(B, DataValue[1, 2, 3, 5, 7])
# when no nulls present, dropna! returns input vector
returned_view = dropna!(nullfree)
@test nullfree == returned_view && nullfree === returned_view
# test that dropna! returns unwrapped values when DataValues are present
X = [false, 1, :c, "string", DataValue("I am not null"), DataValue()]
@test !any(x -> isa(x, DataValue), dropna!(X))
@test any(x -> isa(x, DataValue), X)
Y = Any[false, 1, :c, "string", DataValue("I am not null"), DataValue()]
@test !any(x -> isa(x, DataValue), dropna!(Y))
@test any(x -> isa(x, DataValue), Y)
# ----- test any(isna, X) --------------------------------------------------#
# any(isna, X::DataValueArray)
z = DataValueArray([1, 2, 3, NA, 5, NA, 7, NA])
@test any(isna, z) == true
@test any(isna, dropna(z)) == false
z = DataValueArray{Int}(10)
@test any(isna, z) == true
# any(isna, A::AbstractArray)
A2 = [DataValue(1), DataValue(2), DataValue(3)]
@test any(isna, A2) == false
push!(A2, DataValue{Int}())
@test any(isna, A2) == true
# any(isna, xs::NTuple)
@test any(isna, (DataValue(1), DataValue(2))) == false
@test any(isna, (DataValue{Int}(), DataValue(1), 3, 6)) == true
# any(isna, S::SubArray{T, N, U<:DataValueArray})
A = rand(10, 3, 3)
M = rand(Bool, 10, 3, 3)
X = DataValueArray(A, M)
i, j = rand(1:3), rand(1:3)
S = view(X, :, i, j)
@test any(isna, S) == any(isna, X[:, i, j])
X = DataValueArray(A)
S = view(X, :, i, j)
@test any(isna, S) == false
# ----- test all(isna, X) --------------------------------------------------#
# all(isna, X::DataValueArray)
z = DataValueArray{Int}(10)
@test all(isna, z) == true
z[1] = 10
@test all(isna, z) == false
# all(isna, X::AbstractArray{<:DataValue})
@test all(isna, DataValue{Int}[DataValue(), DataValue()]) == true
@test all(isna, DataValue{Int}[DataValue(1), DataValue()]) == false
# all(isna, X::Any)
@test all(isna, Any[DataValue(), DataValue()]) == true
@test all(isna, [1, 2]) == false
@test all(isna, 1:3) == false
# ----- test Base.isnan ------------------------------------------------------#
x = DataValueArray([1, 2, NaN, 4, 5, NaN, Inf, NA])
_x = map(isnan, x)
@test isequal(_x, [false, false, true, false,
false, true, false, false])
# ----- test Base.isfinite ---------------------------------------------------#
_x = map(isfinite, x)
@test isequal(_x, [true, true, false, true,
true, false, false, false])
# ----- test conversion methods ----------------------------------------------#
u = DataValueArray(collect(1:10))
v = DataValueArray{Int}(4, 4)
fill!(v, 4)
w = DataValueArray(['a', 'b', 'c', 'd', 'e', 'f', NA])
x = DataValueArray([(i, j, k) for i in 1:10, j in 1:10, k in 1:10])
y = DataValueArray([2, 4, 6, 8, 10])
z = DataValueArray([i * j for i in 1:10, j in 1:10])
_z = DataValueArray(reshape(collect(1:100), 10, 10),
convert(Array{Bool},
reshape([mod(j, 2) for i in 1:10, j in 1:10],
(10, 10))))
_x = DataValueArray([false, true, false, NA, false, true, NA])
a = [i * j * k for i in 1:2, j in 1:2, k in 1:2]
b = collect(1:10)
c = [i for i in 1:10, j in 1:10]
e = convert(DataValueArray, a)
f = convert(DataValueArray{Float64}, b)
g = convert(DataValueArray, c)
h = convert(DataValueArray{Float64}, g)
@test_throws DataValueException convert(Array{Char,1}, w)
@test convert(Array{Char,1},
DataValueArray(dropna(w))) == ['a', 'b', 'c', 'd', 'e', 'f']
@test_throws DataValueException convert(Array{Char}, w)
@test convert(Array{Float64}, u) == Float64[1, 2, 3, 4, 5, 6, 7, 8, 9, 10]
@test convert(Vector{Float64}, y) == Float64[2, 4, 6, 8, 10]
@test convert(Matrix{Float64}, z) == Float64[i * j for i in 1:10, j in 1:10]
@test_throws DataValueException convert(Array, w)
@test convert(Array, v) == [4 4 4 4; 4 4 4 4; 4 4 4 4; 4 4 4 4]
@test convert(Array, z) == [i * j for i in 1:10, j in 1:10]
@test convert(Array, u) == [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]
@test convert(Array, _x, false) == [false, true, false, false,
false, true, false]
@test convert(Array{Int,1}, _x, 0) == [0, 1, 0, 0, 0, 1, 0]
@test convert(Vector, _x, false) == [false, true, false, false,
false, true, false]
@test sum(convert(Matrix, _z, 0)) == 2775
@test isequal(e[:, :, 1], DataValueArray([1 2; 2 4]))
@test isequal(f, DataValueArray(Float64[i for i in 1:10]))
@test isa(g, DataValueArray{Int,2})
@test isa(h, DataValueArray{Float64,2})
# Base.convert{T}(::Type{Vector}, X::DataValueVector{T})
X = DataValueArray([1, 2, 3, 4, 5])
@test convert(Vector, X) == [1, 2, 3, 4, 5]
push!(X, DataValue())
@test_throws DataValueException convert(Vector, X)
# Base.convert{T}(::Type{Matrix}, X::DataValueMatrix{T})
Y = DataValueArray([1 2; 3 4; 5 6; 7 8; 9 10])
@test convert(Matrix, Y) == [1 2; 3 4; 5 6; 7 8; 9 10]
Z = DataValueArray([1 2; 3 4; 5 6; 7 8; 9 NA])
@test_throws DataValueException convert(Matrix, Z)
# float(X::DataValueArray)
A = rand(Int, 20)
M = rand(Bool, 20)
X = DataValueArray(A, M)
@test isequal(map(float, X), DataValueArray(float(A), M))
# ----- test Base.hash (julia/base/hashing.jl:5) -----------------------------#
# Omitted for now, pending investigation into DataValueArray-specific
# method.
# TODO: reinstate testing once decision whether or not to implement
# DataValueArray-specific hash method is reached.
# ----- test unique (julia/base/set.jl:107) ----------------------------------#
x = DataValueArray([1, NA, -2, 1, NA, 4])
@assert isequal(unique(x), DataValueArray([1, NA, -2, 4]))
@assert isequal(unique(reverse(x)),
DataValueArray([4, NA, 1, -2]))
end
| [
27,
7856,
261,
480,
29,
22766,
4399,
14,
6601,
40161,
13,
20362,
27,
34345,
29,
9288,
14,
18747,
14,
9288,
62,
19795,
20288,
13,
20362,
27,
456,
62,
30783,
29,
16,
12,
940,
198,
3500,
6208,
201,
198,
3500,
6060,
40161,
201,
198,
201,
198,
31,
9288,
2617,
366,
6601,
11395,
19182,
25,
11460,
20288,
1,
2221,
201,
198,
201,
198,
220,
220,
220,
299,
796,
43720,
7,
16,
25,
20,
8,
201,
198,
220,
220,
220,
264,
528,
796,
685,
43720,
7,
17,
25,
20,
8,
329,
1312,
287,
299,
2361,
201,
198,
220,
220,
220,
317,
796,
43720,
7,
82,
528,
23029,
201,
198,
220,
220,
220,
337,
796,
43720,
7,
33,
970,
11,
264,
528,
23029,
201,
198,
220,
220,
220,
1395,
796,
6060,
11395,
19182,
7,
32,
11,
337,
8,
201,
198,
220,
220,
220,
1312,
796,
43720,
7,
16,
25,
13664,
7,
55,
4008,
201,
198,
220,
220,
220,
2488,
9288,
3815,
7,
55,
11,
1312,
8,
6624,
1395,
13,
27160,
58,
72,
60,
201,
198,
220,
220,
220,
2488,
9288,
2125,
64,
7,
55,
11,
1312,
8,
6624,
1395,
13,
271,
2616,
58,
72,
60,
201,
198,
220,
220,
220,
314,
796,
685,
43720,
7,
16,
25,
7857,
7,
55,
11,
1312,
4008,
329,
1312,
287,
352,
25,
77,
2361,
201,
198,
220,
220,
220,
2488,
9288,
3815,
7,
55,
11,
314,
23029,
6624,
1395,
13,
27160,
58,
40,
22345,
201,
198,
220,
220,
220,
2488,
9288,
2125,
64,
7,
55,
11,
314,
23029,
6624,
1395,
13,
271,
2616,
58,
40,
22345,
201,
198,
201,
198,
2,
37404,
1332,
7308,
13,
38610,
11,
7308,
13,
7857,
220,
20368,
982,
2,
201,
198,
201,
198,
220,
220,
220,
2124,
796,
6060,
11395,
19182,
90,
5317,
92,
19510,
20,
11,
362,
4008,
201,
198,
220,
220,
220,
2488,
9288,
318,
64,
7,
87,
11,
6060,
11395,
46912,
90,
5317,
30072,
201,
198,
220,
220,
220,
2488,
9288,
2546,
7,
87,
8,
24844,
357,
20,
11,
362,
8,
201,
198,
201,
198,
220,
220,
220,
331,
796,
2092,
7,
87,
11,
6060,
11395,
90,
5317,
5512,
357,
18,
11,
513,
4008,
201,
198,
220,
220,
220,
2488,
9288,
318,
64,
7,
88,
11,
6060,
11395,
46912,
90,
5317,
30072,
201,
198,
220,
220,
220,
2488,
9288,
2546,
7,
88,
8,
24844,
357,
18,
11,
513,
8,
201,
198,
201,
198,
220,
220,
220,
1976,
796,
2092,
7,
87,
11,
6060,
11395,
90,
5317,
5512,
357,
17,
11,
4008,
201,
198,
220,
220,
220,
2488,
9288,
318,
64,
7,
89,
11,
6060,
11395,
38469,
90,
5317,
30072,
201,
198,
220,
220,
220,
2488,
9288,
2546,
7,
89,
8,
24844,
357,
17,
35751,
201,
198,
201,
198,
2,
1332,
2219,
779,
12,
33279,
82,
329,
705,
38610,
6,
201,
198,
220,
220,
220,
288,
85,
796,
6060,
11395,
19182,
90,
5317,
92,
7,
17,
8,
201,
198,
220,
220,
220,
288,
76,
796,
6060,
11395,
19182,
90,
5317,
92,
7,
17,
11,
362,
8,
201,
198,
220,
220,
220,
288,
83,
796,
6060,
11395,
19182,
90,
5317,
92,
7,
17,
11,
362,
11,
362,
8,
201,
198,
201,
198,
220,
220,
220,
2092,
7,
67,
85,
8,
201,
198,
220,
220,
220,
2092,
7,
36020,
8,
201,
198,
220,
220,
220,
2092,
7,
28664,
8,
201,
198,
201,
198,
220,
220,
220,
2092,
7,
67,
85,
11,
362,
8,
201,
198,
220,
220,
220,
2092,
7,
36020,
11,
362,
11,
362,
8,
201,
198,
220,
220,
220,
2092,
7,
28664,
11,
362,
11,
362,
11,
362,
8,
201,
198,
201,
198,
2,
37404,
1332,
7308,
13,
30073,
14,
14881,
13,
30073,
0,
20368,
10541,
2,
201,
198,
201,
198,
2,
4866,
201,
198,
220,
220,
220,
2124,
796,
6060,
11395,
19182,
26933,
16,
11,
362,
11,
11746,
12962,
201,
198,
220,
220,
220,
331,
796,
6060,
11395,
19182,
26933,
18,
11,
11746,
11,
642,
12962,
201,
198,
220,
220,
220,
2488,
9288,
318,
40496,
7,
30073,
7,
87,
828,
2124,
8,
201,
198,
220,
220,
220,
2488,
9288,
318,
40496,
7,
30073,
1462,
0,
7,
88,
11,
2124,
828,
2124,
8,
201,
198,
201,
198,
201,
198,
2,
4866,
0,
201,
198,
220,
220,
220,
2163,
1729,
9895,
7,
67,
85,
8,
201,
198,
220,
220,
220,
220,
220,
220,
220,
1005,
796,
2092,
7,
67,
85,
11,
6060,
11395,
90,
46541,
30072,
201,
198,
220,
220,
220,
220,
220,
220,
220,
329,
21065,
796,
352,
25,
13664,
7,
67,
85,
8,
201,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
611,
5145,
67,
85,
13,
271,
2616,
58,
4178,
60,
201,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1005,
58,
4178,
60,
796,
288,
85,
58,
4178,
60,
201,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
886,
201,
198,
220,
220,
220,
220,
220,
220,
220,
886,
201,
198,
220,
220,
220,
220,
220,
220,
220,
1005,
201,
198,
220,
220,
220,
886,
201,
198,
220,
220,
220,
900,
16,
796,
4377,
58,
6601,
11395,
19182,
26933,
16,
11,
11746,
11,
513,
46570,
201,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
6060,
11395,
19182,
26933,
4535,
11,
642,
46570,
201,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
6060,
11395,
19182,
26933,
16,
11,
362,
11,
513,
11,
604,
11,
642,
46570,
201,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
6060,
11395,
19182,
7,
5317,
21737,
828,
201,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
6060,
11395,
19182,
26933,
4535,
11,
642,
11,
513,
46570,
201,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
6060,
11395,
19182,
26933,
16,
11,
642,
11,
513,
12962,
60,
201,
198,
220,
220,
220,
900,
17,
796,
3975,
7,
13159,
9895,
11,
900,
16,
8,
201,
198,
201,
198,
220,
220,
220,
329,
357,
16520,
11,
12351,
11,
1263,
10677,
11,
23909,
893,
6015,
11,
581,
16,
11,
581,
17,
8,
287,
4377,
58,
2617,
16,
11,
900,
17,
60,
201,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
318,
40496,
7,
30073,
1462,
0,
7,
30073,
7,
16520,
828,
12351,
828,
581,
16,
8,
201,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
318,
40496,
7,
30073,
1462,
0,
7,
30073,
7,
16520,
828,
352,
11,
12351,
828,
581,
16,
8,
201,
198,
201,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
318,
40496,
7,
30073,
1462,
0,
7,
30073,
7,
16520,
828,
362,
11,
12351,
11,
362,
828,
581,
17,
8,
201,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
318,
40496,
7,
30073,
1462,
0,
7,
30073,
7,
16520,
828,
362,
11,
12351,
11,
362,
11,
352,
828,
581,
17,
8,
201,
198,
201,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
318,
40496,
7,
30073,
1462,
0,
7,
30073,
7,
16520,
828,
7388,
11,
12351,
11,
7388,
11,
657,
828,
2244,
8,
201,
198,
201,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
318,
40496,
7,
30073,
1462,
0,
7,
30073,
7,
16520,
828,
352,
11,
23909,
893,
6015,
828,
2244,
8,
201,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
62,
400,
8516,
347,
3733,
12331,
4866,
1462,
0,
7,
16520,
11,
352,
11,
23909,
893,
6015,
11,
352,
8,
201,
198,
201,
198,
220,
220,
220,
220,
220,
220,
220,
329,
4686,
87,
287,
685,
15,
11,
604,
60,
201,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
62,
400,
8516,
347,
3733,
12331,
4866,
1462,
0,
7,
16520,
11,
4686,
87,
11,
12351,
8,
201,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
62,
400,
8516,
347,
3733,
12331,
4866,
1462,
0,
7,
16520,
11,
4686,
87,
11,
12351,
11,
352,
8,
201,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
62,
400,
8516,
347,
3733,
12331,
4866,
1462,
0,
7,
16520,
11,
4686,
87,
11,
12351,
11,
352,
11,
352,
8,
201,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
62,
400,
8516,
347,
3733,
12331,
4866,
1462,
0,
7,
16520,
11,
352,
11,
12351,
11,
4686,
87,
8,
201,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
62,
400,
8516,
347,
3733,
12331,
4866,
1462,
0,
7,
16520,
11,
352,
11,
12351,
11,
4686,
87,
11,
352,
8,
201,
198,
220,
220,
220,
220,
220,
220,
220,
886,
201,
198,
201,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
62,
400,
8516,
45751,
12331,
4866,
1462,
0,
7,
16520,
11,
352,
11,
12351,
11,
352,
11,
532,
16,
8,
201,
198,
201,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
62,
400,
8516,
347,
3733,
12331,
4866,
1462,
0,
7,
16520,
11,
1263,
10677,
8,
201,
198,
201,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
62,
400,
8516,
347,
3733,
12331,
4866,
1462,
0,
7,
16520,
11,
513,
11,
12351,
8,
201,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
62,
400,
8516,
347,
3733,
12331,
4866,
1462,
0,
7,
16520,
11,
513,
11,
12351,
11,
352,
8,
201,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
62,
400,
8516,
347,
3733,
12331,
4866,
1462,
0,
7,
16520,
11,
513,
11,
12351,
11,
352,
11,
362,
8,
201,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
62,
400,
8516,
347,
3733,
12331,
4866,
1462,
0,
7,
16520,
11,
352,
11,
12351,
11,
362,
11,
362,
8,
201,
198,
220,
220,
220,
886,
201,
198,
201,
198,
2,
37404,
1332,
7308,
13,
20797,
0,
20368,
19351,
438,
2,
201,
198,
201,
198,
220,
220,
220,
1395,
796,
6060,
11395,
19182,
90,
5317,
92,
7,
940,
11,
362,
8,
201,
198,
220,
220,
220,
6070,
0,
7,
55,
11,
6060,
11395,
7,
940,
4008,
201,
198,
220,
220,
220,
575,
796,
6060,
11395,
19182,
90,
43879,
2414,
92,
7,
940,
8,
201,
198,
220,
220,
220,
6070,
0,
7,
56,
11,
43720,
7,
43879,
2414,
4008,
201,
198,
201,
198,
220,
220,
220,
2488,
9288,
1395,
13,
27160,
6624,
6070,
7,
940,
11,
838,
11,
362,
8,
201,
198,
220,
220,
220,
2488,
9288,
318,
40496,
7,
55,
13,
271,
2616,
11,
6070,
7,
9562,
11,
838,
11,
362,
4008,
201,
198,
220,
220,
220,
2488,
9288,
318,
40496,
7,
56,
13,
271,
2616,
11,
6070,
7,
9562,
11,
838,
4008,
201,
198,
201,
198,
220,
220,
220,
6070,
0,
7,
55,
11,
6060,
11395,
28955,
201,
198,
220,
220,
220,
2488,
9288,
318,
40496,
7,
55,
13,
271,
2616,
11,
6070,
7,
7942,
11,
838,
11,
362,
4008,
201,
198,
201,
198,
2,
37404,
1332,
7308,
13,
22089,
30073,
20368,
1783,
6329,
2,
201,
198,
201,
198,
220,
220,
220,
575,
16,
796,
2769,
30073,
7,
56,
8,
201,
198,
220,
220,
220,
2488,
9288,
318,
40496,
7,
56,
16,
11,
575,
8,
201,
198,
220,
220,
220,
2488,
30493,
5145,
7,
56,
24844,
575,
16,
8,
201,
198,
201,
198,
2,
37404,
1332,
7308,
13,
411,
1096,
0,
20368,
19351,
2,
201,
198,
201,
198,
220,
220,
220,
47558,
0,
7,
56,
16,
11,
1160,
8,
201,
198,
220,
220,
220,
2488,
9288,
575,
16,
13,
27160,
58,
16,
25,
940,
60,
6624,
575,
13,
27160,
58,
16,
25,
940,
60,
201,
198,
220,
220,
220,
2488,
9288,
575,
16,
13,
271,
2616,
58,
16,
25,
940,
60,
6624,
575,
13,
271,
2616,
58,
16,
25,
940,
60,
201,
198,
220,
220,
220,
2488,
9288,
575,
16,
13,
271,
2616,
58,
1157,
25,
1238,
60,
6624,
6070,
7,
7942,
11,
838,
8,
201,
198,
201,
198,
220,
220,
220,
47558,
0,
7,
56,
16,
11,
642,
8,
201,
198,
220,
220,
220,
2488,
9288,
575,
16,
13,
27160,
58,
16,
25,
20,
60,
6624,
575,
13,
27160,
58,
16,
25,
20,
60,
201,
198,
220,
220,
220,
2488,
9288,
575,
16,
13,
271,
2616,
58,
16,
25,
20,
60,
6624,
575,
13,
271,
2616,
58,
16,
25,
20,
60,
201,
198,
201,
198,
2,
37404,
1332,
7308,
13,
3447,
1758,
20368,
19351,
2,
201,
198,
201,
198,
220,
220,
220,
575,
16,
796,
27179,
1758,
7,
30073,
7,
56,
828,
4129,
7,
56,
828,
352,
8,
201,
198,
220,
220,
220,
2488,
9288,
2546,
7,
56,
16,
8,
6624,
357,
13664,
7,
56,
828,
352,
8,
201,
198,
220,
220,
220,
2488,
9288,
477,
7,
72,
4613,
318,
40496,
7,
56,
16,
58,
72,
4357,
575,
58,
72,
46570,
352,
25,
13664,
7,
56,
4008,
201,
198,
220,
220,
220,
575,
17,
796,
27179,
1758,
7,
56,
16,
11,
352,
11,
4129,
7,
56,
16,
4008,
201,
198,
220,
220,
220,
2488,
9288,
2546,
7,
56,
17,
8,
6624,
357,
16,
11,
4129,
7,
56,
16,
4008,
201,
198,
220,
220,
220,
2488,
9288,
477,
7,
72,
4613,
318,
40496,
7,
56,
16,
58,
72,
4357,
575,
17,
58,
72,
46570,
352,
25,
13664,
7,
56,
17,
4008,
201,
198,
2,
6208,
326,
26515,
2648,
262,
976,
1366,
201,
198,
220,
220,
220,
575,
17,
13,
27160,
58,
16,
60,
15853,
352,
201,
198,
220,
220,
220,
575,
17,
13,
271,
2616,
58,
17,
60,
796,
2081,
201,
198,
220,
220,
220,
2488,
9288,
477,
7,
72,
4613,
318,
40496,
7,
56,
16,
58,
72,
4357,
575,
17,
58,
72,
46570,
352,
25,
13664,
7,
56,
17,
4008,
201,
198,
201,
198,
2,
37404,
1332,
7308,
13,
358,
12078,
20368,
19351,
438,
2,
201,
198,
201,
198,
220,
220,
220,
329,
299,
287,
352,
25,
19,
201,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
299,
67,
12078,
7,
6601,
11395,
19182,
90,
5317,
92,
7,
33327,
7,
16,
25,
77,
26513,
4008,
6624,
299,
201,
198,
220,
220,
220,
886,
201,
198,
201,
198,
2,
37404,
1332,
7308,
13,
13664,
20368,
19351,
12,
2,
201,
198,
201,
198,
220,
220,
220,
2488,
9288,
4129,
7,
6601,
11395,
19182,
90,
5317,
92,
7,
940,
4008,
6624,
838,
201,
198,
220,
220,
220,
2488,
9288,
4129,
7,
6601,
11395,
19182,
90,
5317,
92,
7,
20,
11,
642,
4008,
6624,
1679,
201,
198,
220,
220,
220,
2488,
9288,
4129,
7,
6601,
11395,
19182,
90,
5317,
92,
19510,
18,
11,
513,
11,
513,
22305,
6624,
2681,
201,
198,
201,
198,
2,
37404,
1332,
7308,
13,
12957,
9630,
20368,
19351,
438,
2,
201,
198,
201,
198,
220,
220,
220,
2488,
9288,
938,
9630,
7,
6601,
11395,
19182,
7,
33327,
7,
16,
25,
940,
22305,
6624,
838,
201,
198,
220,
220,
220,
2488,
9288,
938,
9630,
7,
6601,
11395,
19182,
26933,
16,
11,
362,
11,
2147,
11,
604,
11,
2147,
60,
4008,
6624,
642,
201,
198,
201,
198,
2,
37404,
1332,
7308,
13,
19796,
20368,
19351,
6329,
2,
201,
198,
201,
198,
220,
220,
220,
1976,
796,
6060,
11395,
19182,
7,
25192,
7,
33,
970,
11,
838,
4008,
201,
198,
220,
220,
220,
2488,
9288,
357,
14993,
451,
5497,
1063,
7,
89,
4008,
58,
19796,
439,
7,
87,
4613,
2124,
14512,
657,
11,
1976,
15437,
6624,
357,
14993,
451,
5497,
1063,
7,
89,
13,
27160,
4008,
58,
19796,
439,
7,
89,
13,
27160,
15437,
201,
198,
201,
198,
220,
220,
220,
1976,
796,
6060,
11395,
19182,
26933,
9562,
11,
2081,
11,
3991,
11,
2081,
11,
3991,
11,
2081,
12962,
201,
198,
220,
220,
220,
2488,
9288,
318,
40496,
19510,
14993,
451,
5497,
1063,
7,
89,
4008,
58,
19796,
439,
7,
87,
4613,
2124,
14512,
657,
11,
1976,
8,
4357,
685,
17,
11,
604,
11,
718,
12962,
201,
198,
201,
198,
2,
37404,
1332,
4268,
2616,
20368,
22369,
2,
201,
198,
201,
198,
2,
4268,
2616,
7,
55,
3712,
6601,
11395,
38469,
8,
201,
198,
220,
220,
220,
1976,
796,
6060,
11395,
19182,
26933,
16,
11,
362,
11,
513,
11,
11746,
11,
642,
11,
11746,
11,
767,
11,
11746,
12962,
201,
198,
220,
220,
220,
2488,
9288,
4268,
2616,
7,
89,
8,
6624,
685,
16,
11,
362,
11,
513,
11,
642,
11,
767,
60,
201,
198,
201,
198,
2,
4268,
2616,
7,
55,
3712,
23839,
38469,
8,
201,
198,
220,
220,
220,
317,
796,
4377,
58,
16,
11,
362,
11,
513,
11,
6060,
11395,
22784,
642,
11,
6060,
11395,
22784,
767,
11,
6060,
11395,
3419,
60,
201,
198,
220,
220,
220,
2488,
9288,
4268,
2616,
7,
32,
8,
6624,
685,
16,
11,
362,
11,
513,
11,
642,
11,
767,
60,
201,
198,
201,
198,
2,
4268,
2616,
7,
55,
3712,
23839,
38469,
90,
27,
25,
6601,
11395,
30072,
201,
198,
220,
220,
220,
347,
796,
685,
16,
11,
362,
11,
513,
11,
6060,
11395,
22784,
642,
11,
6060,
11395,
22784,
767,
11,
6060,
11395,
3419,
60,
201,
198,
220,
220,
220,
2488,
9288,
4268,
2616,
7,
33,
8,
6624,
685,
16,
11,
362,
11,
513,
11,
642,
11,
767,
60,
201,
198,
2,
6818,
4268,
2616,
5860,
4866,
329,
5145,
7,
6601,
11395,
1279,
25,
1288,
4906,
7,
55,
4008,
201,
198,
220,
220,
220,
9242,
5787,
796,
685,
16,
11,
362,
11,
513,
11,
604,
60,
201,
198,
220,
220,
220,
4504,
62,
30073,
796,
4268,
2616,
7,
8423,
5787,
8,
201,
198,
220,
220,
220,
2488,
9288,
9242,
5787,
6624,
4504,
62,
30073,
11405,
5145,
7,
8423,
5787,
24844,
4504,
62,
30073,
8,
201,
198,
201,
198,
2,
37404,
1332,
4268,
2616,
0,
20368,
19351,
6329,
2,
201,
198,
201,
198,
2,
329,
1123,
11,
6818,
4504,
3815,
389,
7379,
430,
1496,
290,
287,
5372,
1487,
201,
198,
2,
4268,
2616,
0,
7,
55,
3712,
6601,
11395,
38469,
8,
201,
198,
220,
220,
220,
2488,
9288,
4268,
2616,
0,
7,
89,
8,
6624,
685,
16,
11,
362,
11,
513,
11,
642,
11,
767,
60,
201,
198,
220,
220,
220,
2488,
9288,
318,
40496,
7,
89,
11,
6060,
11395,
19182,
26933,
16,
11,
362,
11,
513,
11,
642,
11,
767,
60,
4008,
201,
198,
201,
198,
2,
4268,
2616,
0,
7,
55,
3712,
23839,
38469,
8,
201,
198,
220,
220,
220,
2488,
9288,
4268,
2616,
0,
7,
32,
8,
6624,
685,
16,
11,
362,
11,
513,
11,
642,
11,
767,
60,
201,
198,
220,
220,
220,
2488,
9288,
318,
40496,
7,
32,
11,
4377,
58,
16,
11,
362,
11,
513,
11,
642,
11,
767,
12962,
201,
198,
201,
198,
2,
4268,
2616,
0,
7,
55,
3712,
23839,
38469,
90,
27,
25,
6601,
11395,
30072,
201,
198,
220,
220,
220,
2488,
9288,
4268,
2616,
0,
7,
33,
8,
6624,
685,
16,
11,
362,
11,
513,
11,
642,
11,
767,
60,
201,
198,
220,
220,
220,
2488,
9288,
318,
40496,
7,
33,
11,
6060,
11395,
58,
16,
11,
362,
11,
513,
11,
642,
11,
767,
12962,
201,
198,
201,
198,
2,
618,
645,
9242,
82,
1944,
11,
4268,
2616,
0,
5860,
5128,
15879,
201,
198,
220,
220,
220,
4504,
62,
1177,
796,
4268,
2616,
0,
7,
8423,
5787,
8,
201,
198,
220,
220,
220,
2488,
9288,
9242,
5787,
6624,
4504,
62,
1177,
11405,
9242,
5787,
24844,
4504,
62,
1177,
201,
198,
201,
198,
2,
1332,
326,
4268,
2616,
0,
5860,
7379,
430,
1496,
3815,
618,
6060,
40161,
389,
1944,
201,
198,
220,
220,
220,
1395,
796,
685,
9562,
11,
352,
11,
1058,
66,
11,
366,
8841,
1600,
6060,
11395,
7203,
40,
716,
407,
9242,
12340,
6060,
11395,
3419,
60,
201,
198,
220,
220,
220,
2488,
9288,
5145,
1092,
7,
87,
4613,
318,
64,
7,
87,
11,
6060,
11395,
828,
4268,
2616,
0,
7,
55,
4008,
201,
198,
220,
220,
220,
2488,
9288,
597,
7,
87,
4613,
318,
64,
7,
87,
11,
6060,
11395,
828,
1395,
8,
201,
198,
220,
220,
220,
575,
796,
4377,
58,
9562,
11,
352,
11,
1058,
66,
11,
366,
8841,
1600,
6060,
11395,
7203,
40,
716,
407,
9242,
12340,
6060,
11395,
3419,
60,
201,
198,
220,
220,
220,
2488,
9288,
5145,
1092,
7,
87,
4613,
318,
64,
7,
87,
11,
6060,
11395,
828,
4268,
2616,
0,
7,
56,
4008,
201,
198,
220,
220,
220,
2488,
9288,
597,
7,
87,
4613,
318,
64,
7,
87,
11,
6060,
11395,
828,
575,
8,
201,
198,
201,
198,
2,
37404,
1332,
597,
7,
271,
2616,
11,
1395,
8,
20368,
1783,
438,
2,
201,
198,
201,
198,
2,
597,
7,
271,
2616,
11,
1395,
3712,
6601,
11395,
19182,
8,
201,
198,
220,
220,
220,
1976,
796,
6060,
11395,
19182,
26933,
16,
11,
362,
11,
513,
11,
11746,
11,
642,
11,
11746,
11,
767,
11,
11746,
12962,
201,
198,
220,
220,
220,
2488,
9288,
597,
7,
271,
2616,
11,
1976,
8,
6624,
2081,
201,
198,
220,
220,
220,
2488,
9288,
597,
7,
271,
2616,
11,
4268,
2616,
7,
89,
4008,
6624,
3991,
201,
198,
220,
220,
220,
1976,
796,
6060,
11395,
19182,
90,
5317,
92,
7,
940,
8,
201,
198,
220,
220,
220,
2488,
9288,
597,
7,
271,
2616,
11,
1976,
8,
6624,
2081,
201,
198,
201,
198,
2,
597,
7,
271,
2616,
11,
317,
3712,
23839,
19182,
8,
201,
198,
220,
220,
220,
317,
17,
796,
685,
6601,
11395,
7,
16,
828,
6060,
11395,
7,
17,
828,
6060,
11395,
7,
18,
15437,
201,
198,
220,
220,
220,
2488,
9288,
597,
7,
271,
2616,
11,
317,
17,
8,
6624,
3991,
201,
198,
220,
220,
220,
4574,
0,
7,
32,
17,
11,
6060,
11395,
90,
5317,
92,
28955,
201,
198,
220,
220,
220,
2488,
9288,
597,
7,
271,
2616,
11,
317,
17,
8,
6624,
2081,
201,
198,
201,
198,
2,
597,
7,
271,
2616,
11,
2124,
82,
3712,
11251,
29291,
8,
201,
198,
220,
220,
220,
2488,
9288,
597,
7,
271,
2616,
11,
357,
6601,
11395,
7,
16,
828,
6060,
11395,
7,
17,
22305,
6624,
3991,
201,
198,
220,
220,
220,
2488,
9288,
597,
7,
271,
2616,
11,
357,
6601,
11395,
90,
5317,
92,
22784,
6060,
11395,
7,
16,
828,
513,
11,
718,
4008,
6624,
2081,
201,
198,
201,
198,
2,
597,
7,
271,
2616,
11,
311,
3712,
7004,
19182,
90,
51,
11,
399,
11,
471,
27,
25,
6601,
11395,
19182,
30072,
201,
198,
220,
220,
220,
317,
796,
43720,
7,
940,
11,
513,
11,
513,
8,
201,
198,
220,
220,
220,
337,
796,
43720,
7,
33,
970,
11,
838,
11,
513,
11,
513,
8,
201,
198,
220,
220,
220,
1395,
796,
6060,
11395,
19182,
7,
32,
11,
337,
8,
201,
198,
220,
220,
220,
1312,
11,
474,
796,
43720,
7,
16,
25,
18,
828,
43720,
7,
16,
25,
18,
8,
201,
198,
220,
220,
220,
311,
796,
1570,
7,
55,
11,
1058,
11,
1312,
11,
474,
8,
201,
198,
201,
198,
220,
220,
220,
2488,
9288,
597,
7,
271,
2616,
11,
311,
8,
6624,
597,
7,
271,
2616,
11,
1395,
58,
45299,
1312,
11,
474,
12962,
201,
198,
220,
220,
220,
1395,
796,
6060,
11395,
19182,
7,
32,
8,
201,
198,
220,
220,
220,
311,
796,
1570,
7,
55,
11,
1058,
11,
1312,
11,
474,
8,
201,
198,
220,
220,
220,
2488,
9288,
597,
7,
271,
2616,
11,
311,
8,
6624,
3991,
201,
198,
201,
198,
201,
198,
2,
37404,
1332,
477,
7,
271,
2616,
11,
1395,
8,
20368,
1783,
438,
2,
201,
198,
201,
198,
2,
477,
7,
271,
2616,
11,
1395,
3712,
6601,
11395,
19182,
8,
201,
198,
220,
220,
220,
1976,
796,
6060,
11395,
19182,
90,
5317,
92,
7,
940,
8,
201,
198,
220,
220,
220,
2488,
9288,
477,
7,
271,
2616,
11,
1976,
8,
6624,
2081,
201,
198,
220,
220,
220,
1976,
58,
16,
60,
796,
838,
201,
198,
220,
220,
220,
2488,
9288,
477,
7,
271,
2616,
11,
1976,
8,
6624,
3991,
201,
198,
201,
198,
2,
477,
7,
271,
2616,
11,
1395,
3712,
23839,
19182,
90,
27,
25,
6601,
11395,
30072,
201,
198,
220,
220,
220,
2488,
9288,
477,
7,
271,
2616,
11,
6060,
11395,
90,
5317,
92,
58,
6601,
11395,
22784,
6060,
11395,
3419,
12962,
6624,
2081,
201,
198,
220,
220,
220,
2488,
9288,
477,
7,
271,
2616,
11,
6060,
11395,
90,
5317,
92,
58,
6601,
11395,
7,
16,
828,
6060,
11395,
3419,
12962,
6624,
3991,
201,
198,
201,
198,
2,
477,
7,
271,
2616,
11,
1395,
3712,
7149,
8,
201,
198,
220,
220,
220,
2488,
9288,
477,
7,
271,
2616,
11,
4377,
58,
6601,
11395,
22784,
6060,
11395,
3419,
12962,
6624,
2081,
201,
198,
220,
220,
220,
2488,
9288,
477,
7,
271,
2616,
11,
685,
16,
11,
362,
12962,
6624,
3991,
201,
198,
220,
220,
220,
2488,
9288,
477,
7,
271,
2616,
11,
352,
25,
18,
8,
6624,
3991,
201,
198,
201,
198,
2,
37404,
1332,
7308,
13,
271,
12647,
20368,
19351,
438,
2,
201,
198,
201,
198,
220,
220,
220,
2124,
796,
6060,
11395,
19182,
26933,
16,
11,
362,
11,
11013,
45,
11,
604,
11,
642,
11,
11013,
45,
11,
4806,
11,
11746,
12962,
201,
198,
220,
220,
220,
4808,
87,
796,
3975,
7,
271,
12647,
11,
2124,
8,
201,
198,
220,
220,
220,
2488,
9288,
318,
40496,
28264,
87,
11,
685,
9562,
11,
3991,
11,
2081,
11,
3991,
11,
201,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
3991,
11,
2081,
11,
3991,
11,
3991,
12962,
201,
198,
201,
198,
2,
37404,
1332,
7308,
13,
4468,
9504,
20368,
1783,
6329,
2,
201,
198,
201,
198,
220,
220,
220,
4808,
87,
796,
3975,
7,
4468,
9504,
11,
2124,
8,
201,
198,
220,
220,
220,
2488,
9288,
318,
40496,
28264,
87,
11,
685,
7942,
11,
2081,
11,
3991,
11,
2081,
11,
201,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2081,
11,
3991,
11,
3991,
11,
3991,
12962,
201,
198,
201,
198,
2,
37404,
1332,
11315,
5050,
20368,
26171,
2,
201,
198,
201,
198,
220,
220,
220,
334,
796,
6060,
11395,
19182,
7,
33327,
7,
16,
25,
940,
4008,
201,
198,
220,
220,
220,
410,
796,
6060,
11395,
19182,
90,
5317,
92,
7,
19,
11,
604,
8,
201,
198,
220,
220,
220,
6070,
0,
7,
85,
11,
604,
8,
201,
198,
220,
220,
220,
266,
796,
6060,
11395,
19182,
7,
17816,
64,
3256,
705,
65,
3256,
705,
66,
3256,
705,
67,
3256,
705,
68,
3256,
705,
69,
3256,
11746,
12962,
201,
198,
220,
220,
220,
2124,
796,
6060,
11395,
19182,
26933,
7,
72,
11,
474,
11,
479,
8,
329,
1312,
287,
352,
25,
940,
11,
474,
287,
352,
25,
940,
11,
479,
287,
352,
25,
940,
12962,
201,
198,
220,
220,
220,
331,
796,
6060,
11395,
19182,
26933,
17,
11,
604,
11,
718,
11,
807,
11,
838,
12962,
201,
198,
220,
220,
220,
1976,
796,
6060,
11395,
19182,
26933,
72,
1635,
474,
329,
1312,
287,
352,
25,
940,
11,
474,
287,
352,
25,
940,
12962,
201,
198,
220,
220,
220,
4808,
89,
796,
6060,
11395,
19182,
7,
3447,
1758,
7,
33327,
7,
16,
25,
3064,
828,
838,
11,
838,
828,
201,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
10385,
7,
19182,
90,
33,
970,
5512,
201,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
27179,
1758,
26933,
4666,
7,
73,
11,
362,
8,
329,
1312,
287,
352,
25,
940,
11,
474,
287,
352,
25,
940,
4357,
201,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
357,
940,
11,
838,
35514,
201,
198,
220,
220,
220,
4808,
87,
796,
6060,
11395,
19182,
26933,
9562,
11,
2081,
11,
3991,
11,
11746,
11,
3991,
11,
2081,
11,
11746,
12962,
201,
198,
220,
220,
220,
257,
796,
685,
72,
1635,
474,
1635,
479,
329,
1312,
287,
352,
25,
17,
11,
474,
287,
352,
25,
17,
11,
479,
287,
352,
25,
17,
60,
201,
198,
220,
220,
220,
275,
796,
2824,
7,
16,
25,
940,
8,
201,
198,
220,
220,
220,
269,
796,
685,
72,
329,
1312,
287,
352,
25,
940,
11,
474,
287,
352,
25,
940,
60,
201,
198,
201,
198,
220,
220,
220,
304,
796,
10385,
7,
6601,
11395,
19182,
11,
257,
8,
201,
198,
220,
220,
220,
277,
796,
10385,
7,
6601,
11395,
19182,
90,
43879,
2414,
5512,
275,
8,
201,
198,
220,
220,
220,
308,
796,
10385,
7,
6601,
11395,
19182,
11,
269,
8,
201,
198,
220,
220,
220,
289,
796,
10385,
7,
6601,
11395,
19182,
90,
43879,
2414,
5512,
308,
8,
201,
198,
201,
198,
220,
220,
220,
2488,
9288,
62,
400,
8516,
6060,
11395,
16922,
10385,
7,
19182,
90,
12441,
11,
16,
5512,
266,
8,
201,
198,
220,
220,
220,
2488,
9288,
10385,
7,
19182,
90,
12441,
11,
16,
5512,
201,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
6060,
11395,
19182,
7,
14781,
2616,
7,
86,
22305,
6624,
37250,
64,
3256,
705,
65,
3256,
705,
66,
3256,
705,
67,
3256,
705,
68,
3256,
705,
69,
20520,
201,
198,
220,
220,
220,
2488,
9288,
62,
400,
8516,
6060,
11395,
16922,
10385,
7,
19182,
90,
12441,
5512,
266,
8,
201,
198,
220,
220,
220,
2488,
9288,
10385,
7,
19182,
90,
43879,
2414,
5512,
334,
8,
6624,
48436,
2414,
58,
16,
11,
362,
11,
513,
11,
604,
11,
642,
11,
718,
11,
767,
11,
807,
11,
860,
11,
838,
60,
201,
198,
220,
220,
220,
2488,
9288,
10385,
7,
38469,
90,
43879,
2414,
5512,
331,
8,
6624,
48436,
2414,
58,
17,
11,
604,
11,
718,
11,
807,
11,
838,
60,
201,
198,
220,
220,
220,
2488,
9288,
10385,
7,
46912,
90,
43879,
2414,
5512,
1976,
8,
6624,
48436,
2414,
58,
72,
1635,
474,
329,
1312,
287,
352,
25,
940,
11,
474,
287,
352,
25,
940,
60,
201,
198,
220,
220,
220,
2488,
9288,
62,
400,
8516,
6060,
11395,
16922,
10385,
7,
19182,
11,
266,
8,
201,
198,
220,
220,
220,
2488,
9288,
10385,
7,
19182,
11,
410,
8,
6624,
685,
19,
604,
604,
604,
26,
604,
604,
604,
604,
26,
604,
604,
604,
604,
26,
604,
604,
604,
604,
60,
201,
198,
220,
220,
220,
2488,
9288,
10385,
7,
19182,
11,
1976,
8,
6624,
685,
72,
1635,
474,
329,
1312,
287,
352,
25,
940,
11,
474,
287,
352,
25,
940,
60,
201,
198,
220,
220,
220,
2488,
9288,
10385,
7,
19182,
11,
334,
8,
6624,
685,
16,
11,
362,
11,
513,
11,
604,
11,
642,
11,
718,
11,
767,
11,
807,
11,
860,
11,
838,
60,
201,
198,
220,
220,
220,
2488,
9288,
10385,
7,
19182,
11,
4808,
87,
11,
3991,
8,
6624,
685,
9562,
11,
2081,
11,
3991,
11,
3991,
11,
201,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
3991,
11,
2081,
11,
3991,
60,
201,
198,
220,
220,
220,
2488,
9288,
10385,
7,
19182,
90,
5317,
11,
16,
5512,
4808,
87,
11,
657,
8,
6624,
685,
15,
11,
352,
11,
657,
11,
657,
11,
657,
11,
352,
11,
657,
60,
201,
198,
220,
220,
220,
2488,
9288,
10385,
7,
38469,
11,
4808,
87,
11,
3991,
8,
6624,
685,
9562,
11,
2081,
11,
3991,
11,
3991,
11,
201,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
3991,
11,
2081,
11,
3991,
60,
201,
198,
220,
220,
220,
2488,
9288,
2160,
7,
1102,
1851,
7,
46912,
11,
4808,
89,
11,
657,
4008,
6624,
2681,
2425,
201,
198,
220,
220,
220,
2488,
9288,
318,
40496,
7,
68,
58,
45299,
1058,
11,
352,
4357,
6060,
11395,
19182,
26933,
16,
362,
26,
362,
604,
60,
4008,
201,
198,
220,
220,
220,
2488,
9288,
318,
40496,
7,
69,
11,
6060,
11395,
19182,
7,
43879,
2414,
58,
72,
329,
1312,
287,
352,
25,
940,
60,
4008,
201,
198,
220,
220,
220,
2488,
9288,
318,
64,
7,
70,
11,
6060,
11395,
19182,
90,
5317,
11,
17,
30072,
201,
198,
220,
220,
220,
2488,
9288,
318,
64,
7,
71,
11,
6060,
11395,
19182,
90,
43879,
2414,
11,
17,
30072,
201,
198,
201,
198,
2,
7308,
13,
1102,
1851,
90,
51,
92,
7,
3712,
6030,
90,
38469,
5512,
1395,
3712,
6601,
11395,
38469,
90,
51,
30072,
201,
198,
220,
220,
220,
1395,
796,
6060,
11395,
19182,
26933,
16,
11,
362,
11,
513,
11,
604,
11,
642,
12962,
201,
198,
220,
220,
220,
2488,
9288,
10385,
7,
38469,
11,
1395,
8,
6624,
685,
16,
11,
362,
11,
513,
11,
604,
11,
642,
60,
201,
198,
220,
220,
220,
4574,
0,
7,
55,
11,
6060,
11395,
28955,
201,
198,
220,
220,
220,
2488,
9288,
62,
400,
8516,
6060,
11395,
16922,
10385,
7,
38469,
11,
1395,
8,
201,
198,
201,
198,
2,
7308,
13,
1102,
1851,
90,
51,
92,
7,
3712,
6030,
90,
46912,
5512,
1395,
3712,
6601,
11395,
46912,
90,
51,
30072,
201,
198,
220,
220,
220,
575,
796,
6060,
11395,
19182,
26933,
16,
362,
26,
513,
604,
26,
642,
718,
26,
767,
807,
26,
860,
838,
12962,
201,
198,
220,
220,
220,
2488,
9288,
10385,
7,
46912,
11,
575,
8,
6624,
685,
16,
362,
26,
513,
604,
26,
642,
718,
26,
767,
807,
26,
860,
838,
60,
201,
198,
220,
220,
220,
1168,
796,
6060,
11395,
19182,
26933,
16,
362,
26,
513,
604,
26,
642,
718,
26,
767,
807,
26,
860,
11746,
12962,
201,
198,
220,
220,
220,
2488,
9288,
62,
400,
8516,
6060,
11395,
16922,
10385,
7,
46912,
11,
1168,
8,
201,
198,
201,
198,
2,
12178,
7,
55,
3712,
6601,
11395,
19182,
8,
201,
198,
220,
220,
220,
317,
796,
43720,
7,
5317,
11,
1160,
8,
201,
198,
220,
220,
220,
337,
796,
43720,
7,
33,
970,
11,
1160,
8,
201,
198,
220,
220,
220,
1395,
796,
6060,
11395,
19182,
7,
32,
11,
337,
8,
201,
198,
220,
220,
220,
2488,
9288,
318,
40496,
7,
8899,
7,
22468,
11,
1395,
828,
6060,
11395,
19182,
7,
22468,
7,
32,
828,
337,
4008,
201,
198,
201,
198,
2,
37404,
1332,
7308,
13,
17831,
357,
73,
43640,
14,
8692,
14,
71,
2140,
13,
20362,
25,
20,
8,
34400,
32501,
2,
201,
198,
201,
198,
2,
440,
3291,
329,
783,
11,
13310,
3645,
656,
6060,
11395,
19182,
12,
11423,
201,
198,
2,
2446,
13,
201,
198,
2,
16926,
46,
25,
6865,
5219,
4856,
1752,
2551,
1771,
393,
407,
284,
3494,
201,
198,
2,
6060,
11395,
19182,
12,
11423,
12234,
2446,
318,
4251,
13,
201,
198,
201,
198,
2,
37404,
1332,
3748,
357,
73,
43640,
14,
8692,
14,
2617,
13,
20362,
25,
15982,
8,
20368,
438,
2,
201,
198,
201,
198,
220,
220,
220,
2124,
796,
6060,
11395,
19182,
26933,
16,
11,
11746,
11,
532,
17,
11,
352,
11,
11746,
11,
604,
12962,
201,
198,
220,
220,
220,
2488,
30493,
318,
40496,
7,
34642,
7,
87,
828,
6060,
11395,
19182,
26933,
16,
11,
11746,
11,
532,
17,
11,
604,
60,
4008,
201,
198,
220,
220,
220,
2488,
30493,
318,
40496,
7,
34642,
7,
50188,
7,
87,
36911,
201,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
6060,
11395,
19182,
26933,
19,
11,
11746,
11,
352,
11,
532,
17,
60,
4008,
201,
198,
201,
198,
201,
198,
201,
198,
437,
201,
198
] | 2.192735 | 5,946 |
#=
@author : <NAME> <<EMAIL>>
<NAME> <<EMAIL>>
=#
using Plots
pyplot()
using Distributions
using LaTeXStrings
# == Set parameters == #
srand(42) # reproducible results
n = 250 # Choice of n
k = 10000 # Number of draws of Y_n
dist = Exponential(1./2.) # Exponential distribution, lambda = 1/2
μ, s = mean(dist), std(dist)
# == Draw underlying RVs. Each row contains a draw of X_1,..,X_n == #
data = rand(dist, k, n)
# == Compute mean of each row, producing k draws of \bar X_n == #
sample_means = mean(data, 2)
# == Generate observations of Y_n == #
Y = sqrt(n) * (sample_means .- μ)
# == Plot == #
xmin, xmax = -3 * s, 3 * s
histogram(Y, nbins=60, alpha=0.5, xlims=(xmin, xmax),
norm=true, label="")
xgrid = linspace(xmin, xmax, 200)
plot!(xgrid, pdf.(Normal(0.0, s), xgrid), color=:black,
linewidth=2, label=LaTeXString("\$N(0, \\sigma^2=$(s^2))\$"),
legendfont=font(12))
| [
2,
28,
198,
198,
31,
9800,
1058,
1279,
20608,
29,
9959,
27630,
4146,
4211,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1279,
20608,
29,
9959,
27630,
4146,
4211,
198,
198,
46249,
198,
3500,
1345,
1747,
198,
9078,
29487,
3419,
198,
3500,
46567,
507,
198,
3500,
4689,
49568,
13290,
654,
198,
198,
2,
6624,
5345,
10007,
6624,
1303,
198,
82,
25192,
7,
3682,
8,
220,
1303,
8186,
37369,
2482,
198,
77,
796,
8646,
220,
220,
220,
1303,
18502,
286,
299,
198,
74,
796,
33028,
220,
1303,
7913,
286,
14293,
286,
575,
62,
77,
198,
17080,
796,
5518,
35470,
7,
16,
19571,
17,
2014,
220,
1303,
5518,
35470,
6082,
11,
37456,
796,
352,
14,
17,
198,
34703,
11,
264,
796,
1612,
7,
17080,
828,
14367,
7,
17080,
8,
198,
198,
2,
6624,
15315,
10238,
371,
23266,
13,
5501,
5752,
4909,
257,
3197,
286,
1395,
62,
16,
11,
492,
11,
55,
62,
77,
6624,
1303,
198,
7890,
796,
43720,
7,
17080,
11,
479,
11,
299,
8,
198,
198,
2,
6624,
3082,
1133,
1612,
286,
1123,
5752,
11,
9194,
479,
14293,
286,
3467,
5657,
1395,
62,
77,
6624,
1303,
198,
39873,
62,
1326,
504,
796,
1612,
7,
7890,
11,
362,
8,
198,
198,
2,
6624,
2980,
378,
13050,
286,
575,
62,
77,
6624,
1303,
198,
56,
796,
19862,
17034,
7,
77,
8,
1635,
357,
39873,
62,
1326,
504,
764,
12,
18919,
8,
198,
198,
2,
6624,
28114,
6624,
1303,
198,
87,
1084,
11,
2124,
9806,
796,
532,
18,
1635,
264,
11,
513,
1635,
264,
198,
10034,
21857,
7,
56,
11,
299,
65,
1040,
28,
1899,
11,
17130,
28,
15,
13,
20,
11,
2124,
2475,
82,
16193,
87,
1084,
11,
2124,
9806,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2593,
28,
7942,
11,
6167,
2625,
4943,
198,
87,
25928,
796,
300,
1040,
10223,
7,
87,
1084,
11,
2124,
9806,
11,
939,
8,
198,
29487,
0,
7,
87,
25928,
11,
37124,
12195,
26447,
7,
15,
13,
15,
11,
264,
828,
2124,
25928,
828,
3124,
28,
25,
13424,
11,
198,
220,
220,
220,
220,
220,
9493,
413,
5649,
28,
17,
11,
6167,
28,
14772,
49568,
10100,
7203,
59,
3,
45,
7,
15,
11,
26867,
82,
13495,
61,
17,
43641,
7,
82,
61,
17,
4008,
59,
3,
12340,
198,
220,
220,
220,
220,
220,
8177,
10331,
28,
10331,
7,
1065,
4008,
198
] | 2.347826 | 391 |
<filename>ray.jl
include("Vec3.jl")
struct ray
origin::Vec3;
direction::Vec3;
point_at_parameter(r::ray, t::Number) = r.origin + t*r.direction;
end
function color(r::ray)::Vec3
unit_direction = unit_vector(r.direction());
t = 0.5*(y(unit_direction) + 1.0);
return (1.0-t)*Vec3(1.0, 1.0, 1.0) + t*Vec3(0.5, 0.7, 1.0);
end
| [
27,
34345,
29,
2433,
13,
20362,
198,
17256,
7203,
53,
721,
18,
13,
20362,
4943,
198,
198,
7249,
26842,
198,
220,
220,
220,
8159,
3712,
53,
721,
18,
26,
198,
220,
220,
220,
4571,
3712,
53,
721,
18,
26,
198,
220,
220,
220,
966,
62,
265,
62,
17143,
2357,
7,
81,
3712,
2433,
11,
256,
3712,
15057,
8,
796,
374,
13,
47103,
1343,
256,
9,
81,
13,
37295,
26,
198,
437,
198,
198,
8818,
3124,
7,
81,
3712,
2433,
2599,
25,
53,
721,
18,
198,
220,
220,
220,
4326,
62,
37295,
796,
4326,
62,
31364,
7,
81,
13,
37295,
35430,
198,
220,
220,
220,
256,
796,
657,
13,
20,
9,
7,
88,
7,
20850,
62,
37295,
8,
1343,
352,
13,
15,
1776,
198,
220,
220,
220,
1441,
357,
16,
13,
15,
12,
83,
27493,
53,
721,
18,
7,
16,
13,
15,
11,
352,
13,
15,
11,
352,
13,
15,
8,
1343,
256,
9,
53,
721,
18,
7,
15,
13,
20,
11,
657,
13,
22,
11,
352,
13,
15,
1776,
198,
437,
198
] | 2.017442 | 172 |
"""
u,v,η,sst = run_model()
runs ShallowWaters with default parameters as defined in src/DefaultParameters.jl
# Examples
```jldoc
julia> u,v,η,sst = run_model(Float64,nx=200,output=true)
```
"""
function run_model(::Type{T}=Float32; # number format
kwargs... # all additional parameters
) where {T<:Real}
P = Parameter(T=T;kwargs...)
return run_model(T,P)
end
function run_model(P::Parameter)
@unpack T = P
return run_model(T,P)
end
function run_model(::Type{T},P::Parameter) where {T<:Real}
@unpack Tprog = P
G = Grid{T,Tprog}(P)
C = Constants{T,Tprog}(P,G)
F = Forcing{T}(P,G)
S = ModelSetup{T,Tprog}(P,G,C,F)
Prog = initial_conditions(Tprog,S)
Diag = preallocate(T,Tprog,G)
Prog = time_integration(Prog,Diag,S)
return Prog
end
| [
37811,
628,
220,
220,
220,
334,
11,
85,
11,
138,
115,
11,
82,
301,
796,
1057,
62,
19849,
3419,
198,
198,
48381,
911,
12154,
54,
8605,
351,
4277,
10007,
355,
5447,
287,
12351,
14,
19463,
48944,
13,
20362,
198,
198,
2,
21066,
198,
15506,
63,
73,
335,
420,
198,
73,
43640,
29,
334,
11,
85,
11,
138,
115,
11,
82,
301,
796,
1057,
62,
19849,
7,
43879,
2414,
11,
77,
87,
28,
2167,
11,
22915,
28,
7942,
8,
198,
15506,
63,
198,
37811,
198,
8818,
1057,
62,
19849,
7,
3712,
6030,
90,
51,
92,
28,
43879,
2624,
26,
220,
220,
220,
220,
1303,
1271,
5794,
198,
220,
220,
220,
479,
86,
22046,
986,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1303,
477,
3224,
10007,
198,
220,
220,
220,
1267,
810,
1391,
51,
27,
25,
15633,
92,
628,
220,
220,
220,
350,
796,
25139,
2357,
7,
51,
28,
51,
26,
46265,
22046,
23029,
198,
220,
220,
220,
1441,
1057,
62,
19849,
7,
51,
11,
47,
8,
198,
437,
198,
198,
8818,
1057,
62,
19849,
7,
47,
3712,
36301,
8,
198,
220,
220,
220,
2488,
403,
8002,
309,
796,
350,
198,
220,
220,
220,
1441,
1057,
62,
19849,
7,
51,
11,
47,
8,
198,
437,
198,
198,
8818,
1057,
62,
19849,
7,
3712,
6030,
90,
51,
5512,
47,
3712,
36301,
8,
810,
1391,
51,
27,
25,
15633,
92,
628,
220,
220,
220,
2488,
403,
8002,
309,
1676,
70,
796,
350,
628,
220,
220,
220,
402,
796,
24846,
90,
51,
11,
51,
1676,
70,
92,
7,
47,
8,
198,
220,
220,
220,
327,
796,
4757,
1187,
90,
51,
11,
51,
1676,
70,
92,
7,
47,
11,
38,
8,
198,
220,
220,
220,
376,
796,
1114,
2259,
90,
51,
92,
7,
47,
11,
38,
8,
198,
220,
220,
220,
311,
796,
9104,
40786,
90,
51,
11,
51,
1676,
70,
92,
7,
47,
11,
38,
11,
34,
11,
37,
8,
628,
220,
220,
220,
1041,
70,
796,
4238,
62,
17561,
1756,
7,
51,
1676,
70,
11,
50,
8,
198,
220,
220,
220,
6031,
363,
796,
662,
439,
13369,
7,
51,
11,
51,
1676,
70,
11,
38,
8,
628,
220,
220,
220,
1041,
70,
796,
640,
62,
18908,
1358,
7,
2964,
70,
11,
18683,
363,
11,
50,
8,
198,
220,
220,
220,
1441,
1041,
70,
198,
437,
198
] | 2.077114 | 402 |
struct IMDP <: MDP{Float64, Int} end
function POMDPs.transition(m::IMDP, s, a)
ImplicitDistribution(s, a) do s, a, rng
return s + a + rand(rng)
end
end
m = IMDP()
td = transition(m, 1.0, 1)
@test 2 <= rand(td) <= 3
impldist(m) = ImplicitDistribution(m) do m, rng
return rand(rng, m)
end
@test rand(impldist(Int)) isa Int
| [
7249,
8959,
6322,
1279,
25,
337,
6322,
90,
43879,
2414,
11,
2558,
92,
886,
198,
198,
8818,
350,
2662,
6322,
82,
13,
7645,
653,
7,
76,
3712,
3955,
6322,
11,
264,
11,
257,
8,
198,
220,
220,
220,
34347,
3628,
20344,
3890,
7,
82,
11,
257,
8,
466,
264,
11,
257,
11,
374,
782,
198,
220,
220,
220,
220,
220,
220,
220,
1441,
264,
1343,
257,
1343,
43720,
7,
81,
782,
8,
198,
220,
220,
220,
886,
198,
437,
198,
198,
76,
796,
8959,
6322,
3419,
198,
198,
8671,
796,
6801,
7,
76,
11,
352,
13,
15,
11,
352,
8,
198,
31,
9288,
362,
19841,
43720,
7,
8671,
8,
19841,
513,
198,
198,
11011,
335,
396,
7,
76,
8,
796,
34347,
3628,
20344,
3890,
7,
76,
8,
466,
285,
11,
374,
782,
198,
220,
220,
220,
1441,
43720,
7,
81,
782,
11,
285,
8,
198,
437,
198,
31,
9288,
43720,
7,
11011,
335,
396,
7,
5317,
4008,
318,
64,
2558,
198
] | 2.142857 | 161 |
<reponame>JuliaGaussianProcesses/AbstractGP
module AbstractGPs
using Distributions
using FillArrays
using LinearAlgebra
using PDMats: AbstractPDMat, ScalMat
using Reexport
@reexport using KernelFunctions
using Random
using Statistics
using StatsBase
using RecipesBase
using IrrationalConstants: log2π
using KernelFunctions: ColVecs, RowVecs
using ChainRulesCore: ChainRulesCore
export GP,
rand!,
mean,
cov,
var,
std,
mean_and_cov,
mean_and_var,
marginals,
logpdf,
elbo,
dtc,
posterior,
VFE,
DTC,
update_posterior,
LatentGP,
ColVecs,
RowVecs
# Various bits of utility functionality.
include("util/common_covmat_ops.jl")
# AbstractGP interface.
include("abstract_gp.jl")
# FiniteGP object that describes the projection of a GP at points x.
include("finite_gp_projection.jl")
# Basic GP object, e.g. to define the prior.
include("mean_function.jl")
include("base_gp.jl")
# Efficient exact posterior GP implementation.
include("exact_gpr_posterior.jl")
# Approximate sparse GP inference for Gaussian likelihood.
include("sparse_approximations.jl")
# LatentGP and LatentFiniteGP objects to accommodate GPs with non-Gaussian likelihoods.
include("latent_gp.jl")
# Plotting utilities.
include("util/plotting.jl")
# Testing utilities.
include("util/TestUtils.jl")
# Deprecations.
include("deprecations.jl")
end # module
| [
27,
7856,
261,
480,
29,
16980,
544,
35389,
31562,
18709,
274,
14,
23839,
16960,
198,
21412,
27741,
38,
12016,
198,
198,
3500,
46567,
507,
198,
3500,
27845,
3163,
20477,
198,
3500,
44800,
2348,
29230,
198,
3500,
14340,
44,
1381,
25,
27741,
5760,
19044,
11,
34529,
19044,
198,
3500,
797,
39344,
198,
31,
631,
87,
634,
1262,
32169,
24629,
2733,
198,
3500,
14534,
198,
3500,
14370,
198,
3500,
20595,
14881,
198,
3500,
44229,
14881,
198,
3500,
5686,
20310,
34184,
1187,
25,
2604,
17,
46582,
198,
198,
3500,
32169,
24629,
2733,
25,
1623,
53,
721,
82,
11,
11314,
53,
721,
82,
198,
198,
3500,
21853,
37766,
14055,
25,
21853,
37766,
14055,
198,
198,
39344,
14714,
11,
198,
220,
220,
220,
43720,
28265,
198,
220,
220,
220,
1612,
11,
198,
220,
220,
220,
39849,
11,
198,
220,
220,
220,
1401,
11,
198,
220,
220,
220,
14367,
11,
198,
220,
220,
220,
1612,
62,
392,
62,
66,
709,
11,
198,
220,
220,
220,
1612,
62,
392,
62,
7785,
11,
198,
220,
220,
220,
6145,
6897,
11,
198,
220,
220,
220,
2604,
12315,
11,
198,
220,
220,
220,
1288,
2127,
11,
198,
220,
220,
220,
288,
23047,
11,
198,
220,
220,
220,
34319,
11,
198,
220,
220,
220,
569,
15112,
11,
198,
220,
220,
220,
360,
4825,
11,
198,
220,
220,
220,
4296,
62,
79,
6197,
1504,
11,
198,
220,
220,
220,
5476,
298,
16960,
11,
198,
220,
220,
220,
1623,
53,
721,
82,
11,
198,
220,
220,
220,
11314,
53,
721,
82,
198,
198,
2,
26386,
10340,
286,
10361,
11244,
13,
198,
17256,
7203,
22602,
14,
11321,
62,
66,
709,
6759,
62,
2840,
13,
20362,
4943,
198,
198,
2,
27741,
16960,
7071,
13,
198,
17256,
7203,
397,
8709,
62,
31197,
13,
20362,
4943,
198,
198,
2,
4463,
578,
16960,
2134,
326,
8477,
262,
20128,
286,
257,
14714,
379,
2173,
2124,
13,
198,
17256,
7203,
69,
9504,
62,
31197,
62,
16302,
295,
13,
20362,
4943,
198,
198,
2,
14392,
14714,
2134,
11,
304,
13,
70,
13,
284,
8160,
262,
3161,
13,
198,
17256,
7203,
32604,
62,
8818,
13,
20362,
4943,
198,
17256,
7203,
8692,
62,
31197,
13,
20362,
4943,
198,
198,
2,
412,
5632,
2748,
34319,
14714,
7822,
13,
198,
17256,
7203,
1069,
529,
62,
70,
1050,
62,
79,
6197,
1504,
13,
20362,
4943,
198,
198,
2,
2034,
13907,
1920,
29877,
14714,
32278,
329,
12822,
31562,
14955,
13,
198,
17256,
7203,
82,
29572,
62,
1324,
13907,
320,
602,
13,
20362,
4943,
198,
198,
2,
5476,
298,
16960,
290,
5476,
298,
37,
9504,
16960,
5563,
284,
15550,
402,
12016,
351,
1729,
12,
35389,
31562,
14955,
82,
13,
198,
17256,
7203,
15460,
298,
62,
31197,
13,
20362,
4943,
198,
198,
2,
28114,
889,
20081,
13,
198,
17256,
7203,
22602,
14,
29487,
889,
13,
20362,
4943,
198,
198,
2,
23983,
20081,
13,
198,
17256,
7203,
22602,
14,
14402,
18274,
4487,
13,
20362,
4943,
198,
198,
2,
2129,
8344,
602,
13,
198,
17256,
7203,
10378,
8344,
602,
13,
20362,
4943,
198,
198,
437,
1303,
8265,
198
] | 2.814889 | 497 |
using Flase, Test
world = World(
v0 = 1.,
n_dogs = 120,
boxsize = 10.0,
motion = BrownianMotion(
noise = 0.5,
friction = 1.0
),
sheeps = DenseSheeps(
10,
n_sheeps = 10,
)
)
simulation = FiniteSimulation(;
dt = 0.2,
end_time = 100.0,
world = world,
plotter = UnicodePlotter()
)
@testset "Move items" begin
old_grid = copy(simulation.world.sheeps.grid)
@test simulation.time[] < simulation.t_sheep_boredom[]
@test Flase.move_sheep!( simulation ) == false
simulation.time[] = simulation.t_sheep_boredom[] + 1
@test Flase.move_sheep!( simulation ) == true
simulation.time[] = zero( simulation.time[] )
@test old_grid != simulation.world.sheeps.grid
end # testset
@testset "Interactions" begin
pos = simulation.world.dogs.member[3].position
@test all(pos .< Flase.getSheepCoords(simulation.world, pos))
end
| [
3500,
1610,
589,
11,
6208,
198,
198,
6894,
796,
2159,
7,
198,
220,
220,
220,
410,
15,
796,
352,
1539,
198,
220,
220,
220,
299,
62,
22242,
796,
7982,
11,
198,
220,
220,
220,
3091,
7857,
796,
838,
13,
15,
11,
198,
220,
220,
220,
6268,
796,
4373,
666,
45740,
7,
198,
220,
220,
220,
220,
220,
220,
220,
7838,
796,
657,
13,
20,
11,
198,
220,
220,
220,
220,
220,
220,
220,
23822,
796,
352,
13,
15,
198,
220,
220,
220,
220,
220,
220,
220,
10612,
198,
220,
220,
220,
15900,
82,
796,
360,
1072,
3347,
25386,
7,
198,
220,
220,
220,
220,
220,
220,
220,
838,
11,
198,
220,
220,
220,
220,
220,
220,
220,
299,
62,
7091,
25386,
796,
838,
11,
198,
220,
220,
220,
220,
220,
220,
220,
1267,
198,
220,
220,
220,
1267,
198,
14323,
1741,
796,
4463,
578,
8890,
1741,
7,
26,
198,
220,
220,
220,
288,
83,
796,
657,
13,
17,
11,
198,
220,
220,
220,
886,
62,
2435,
796,
1802,
13,
15,
11,
198,
220,
220,
220,
995,
796,
995,
11,
198,
220,
220,
220,
7110,
353,
796,
34371,
43328,
353,
3419,
198,
220,
220,
220,
1267,
198,
198,
31,
9288,
2617,
366,
21774,
3709,
1,
2221,
198,
220,
220,
220,
1468,
62,
25928,
796,
4866,
7,
14323,
1741,
13,
6894,
13,
7091,
25386,
13,
25928,
8,
198,
220,
220,
220,
2488,
9288,
18640,
13,
2435,
21737,
1279,
18640,
13,
83,
62,
7091,
538,
62,
65,
1850,
296,
21737,
198,
220,
220,
220,
2488,
9288,
1610,
589,
13,
21084,
62,
7091,
538,
0,
7,
18640,
1267,
6624,
3991,
198,
220,
220,
220,
18640,
13,
2435,
21737,
796,
18640,
13,
83,
62,
7091,
538,
62,
65,
1850,
296,
21737,
1343,
352,
198,
220,
220,
220,
2488,
9288,
1610,
589,
13,
21084,
62,
7091,
538,
0,
7,
18640,
1267,
6624,
2081,
198,
220,
220,
220,
18640,
13,
2435,
21737,
796,
6632,
7,
18640,
13,
2435,
21737,
1267,
198,
220,
220,
220,
2488,
9288,
1468,
62,
25928,
14512,
18640,
13,
6894,
13,
7091,
25386,
13,
25928,
198,
437,
1303,
1332,
2617,
198,
198,
31,
9288,
2617,
366,
9492,
4658,
1,
2221,
198,
220,
220,
220,
1426,
796,
18640,
13,
6894,
13,
22242,
13,
19522,
58,
18,
4083,
9150,
198,
220,
220,
220,
2488,
9288,
477,
7,
1930,
764,
27,
1610,
589,
13,
1136,
3347,
538,
7222,
3669,
7,
14323,
1741,
13,
6894,
11,
1426,
4008,
198,
437,
198
] | 2.315136 | 403 |
seed!(12345)
function testSortedUniforms(low, high, h, N)
function cdf(x::Float64)
return x
end
samples = sampleSortedUniforms(N)
## check that they are sorted first
for j in 2:N
if samples[j] < samples[j-1]
return 0.0
end
end
i::Int64 = 0
function sampler()
i = i + 1
return samples[i]
end
return testGOFContinuous(cdf, sampler, low, high, h, N)
end
@test testSortedUniforms(0.01, 0.99, 0.01, 2^21) > 0.01
@test testSortedUniforms(0.02, 0.98, 0.02, 2^10) > 0.01
| [
28826,
0,
7,
10163,
2231,
8,
198,
198,
8818,
1332,
50,
9741,
3118,
6933,
82,
7,
9319,
11,
1029,
11,
289,
11,
399,
8,
198,
220,
2163,
269,
7568,
7,
87,
3712,
43879,
2414,
8,
198,
220,
220,
220,
1441,
2124,
198,
220,
886,
198,
220,
8405,
796,
6291,
50,
9741,
3118,
6933,
82,
7,
45,
8,
198,
220,
22492,
2198,
326,
484,
389,
23243,
717,
198,
220,
329,
474,
287,
362,
25,
45,
198,
220,
220,
220,
611,
8405,
58,
73,
60,
1279,
8405,
58,
73,
12,
16,
60,
198,
220,
220,
220,
220,
220,
1441,
657,
13,
15,
198,
220,
220,
220,
886,
198,
220,
886,
198,
220,
1312,
3712,
5317,
2414,
796,
657,
198,
220,
2163,
6072,
20053,
3419,
198,
220,
220,
220,
1312,
796,
1312,
1343,
352,
198,
220,
220,
220,
1441,
8405,
58,
72,
60,
198,
220,
886,
198,
220,
1441,
1332,
11230,
37,
17875,
5623,
7,
66,
7568,
11,
6072,
20053,
11,
1877,
11,
1029,
11,
289,
11,
399,
8,
198,
437,
198,
198,
31,
9288,
1332,
50,
9741,
3118,
6933,
82,
7,
15,
13,
486,
11,
657,
13,
2079,
11,
657,
13,
486,
11,
362,
61,
2481,
8,
1875,
657,
13,
486,
198,
31,
9288,
1332,
50,
9741,
3118,
6933,
82,
7,
15,
13,
2999,
11,
657,
13,
4089,
11,
657,
13,
2999,
11,
362,
61,
940,
8,
1875,
657,
13,
486,
198
] | 2.221739 | 230 |
<gh_stars>1-10
using ITensors
using KrylovKit
using Random: seed!
seed!(1234)
struct TransferMatrix
A::ITensor
end
function (T::TransferMatrix)(v::ITensor)
A = addtags(T.A, "ket"; tags = "Link")
Adag = addtags(dag(T.A), "bra"; tags = "Link")
return noprime(A * v * Adag)
end
χ = 10
d = 2
l = Index(χ, "Link")
s = Index(d, "Site")
A = randomITensor(dag(l)', s, l)
T = TransferMatrix(A)
b = randomITensor(addtags(dag(l), "bra"), addtags(l, "ket"))
b += swaptags(dag(b), "bra", "ket")
# Solve Tx = b
x, con = linsolve(T, b; krylovdim = 80, tol = 1e-4)
@show con
@show norm(T(x) - b)
| [
27,
456,
62,
30783,
29,
16,
12,
940,
198,
3500,
7283,
641,
669,
198,
3500,
41662,
27086,
20827,
198,
3500,
14534,
25,
9403,
0,
198,
198,
28826,
0,
7,
1065,
2682,
8,
198,
198,
7249,
20558,
46912,
198,
220,
317,
3712,
2043,
22854,
198,
437,
198,
198,
8818,
357,
51,
3712,
43260,
46912,
5769,
85,
3712,
2043,
22854,
8,
198,
220,
317,
796,
751,
31499,
7,
51,
13,
32,
11,
366,
7126,
8172,
15940,
796,
366,
11280,
4943,
198,
220,
1215,
363,
796,
751,
31499,
7,
67,
363,
7,
51,
13,
32,
828,
366,
16057,
8172,
15940,
796,
366,
11280,
4943,
198,
220,
1441,
299,
404,
81,
524,
7,
32,
1635,
410,
1635,
1215,
363,
8,
198,
437,
198,
198,
139,
229,
796,
838,
198,
67,
796,
362,
198,
198,
75,
796,
12901,
7,
139,
229,
11,
366,
11280,
4943,
198,
82,
796,
12901,
7,
67,
11,
366,
29123,
4943,
198,
198,
32,
796,
4738,
2043,
22854,
7,
67,
363,
7,
75,
8,
3256,
264,
11,
300,
8,
198,
198,
51,
796,
20558,
46912,
7,
32,
8,
198,
65,
796,
4738,
2043,
22854,
7,
2860,
31499,
7,
67,
363,
7,
75,
828,
366,
16057,
12340,
751,
31499,
7,
75,
11,
366,
7126,
48774,
198,
65,
15853,
1509,
2373,
3775,
7,
67,
363,
7,
65,
828,
366,
16057,
1600,
366,
7126,
4943,
198,
198,
2,
4294,
303,
309,
87,
796,
275,
198,
87,
11,
369,
796,
300,
1040,
6442,
7,
51,
11,
275,
26,
479,
563,
27086,
27740,
796,
4019,
11,
284,
75,
796,
352,
68,
12,
19,
8,
198,
198,
31,
12860,
369,
198,
198,
31,
12860,
2593,
7,
51,
7,
87,
8,
532,
275,
8,
628
] | 2.162455 | 277 |
## ----------- Linear GradRule
# Defined by probGrad(h = hMin), which varies by college, and hMax where probGrad hits max (common to all colleges).
"""
$(SIGNATURES)
Switches for linear graduation rule. It can operate on h levels or gains.
On h levels: Grad prob is linear in h between hMin and hMax. Each college has a calibrated values for prob grad(h = hMin).
On h gains: Grad prob is linear in (h - h0). Each college has a calibrated value for prob grad(h gain = hMin)
"""
Base.@kwdef mutable struct GradRuleSwitchesLinear <: GradRuleSwitches
tFirstGrad :: TimeInt = 4
"Number of courses required for graduation"
minNcForGrad :: ncInt = 40
"Number of 2 year colleges (cannot graduate from those)"
n2Year :: ncInt = 1
"Number of colleges"
nColleges :: ncInt = 4
# Min and max grad prob when graduation is feasible.
gradProbMin :: Double = 0.05
gradProbMax :: Double = 0.95
# Grad prob depends on levels or gains
useHcLevel :: Bool = true
# Does grad rule vary by college
byCollege :: Bool = true
# h level (or h-h0 value) for which min grad prob is reached.
hMin :: Double = 2.0
# Are better colleges harder (or the other way around)?
betterHarder :: Bool = true
end
Base.@kwdef mutable struct GradRuleSetLinear <: GradRuleSet
@grad_rule_set_common
# Grad prob at h = hMin (or h-h0 = 0)
probHminV :: BoundedVector{Double}
# h level (or h-h0) for which min grad prob is reached.
hMin :: Double
# h (or h - h0) at which gradProbMax is reached (the same for all colleges)
hMax :: Double
switches :: GradRuleSwitchesLinear
end
## For one college
struct GradRuleLinear <: GradRule
# Can graduate after at least this many years
tFirstGrad :: TimeInt
# Grad prob at h = hMin or at (h-h0) = hMin
probHmin :: Double
# h level (or h-h0) for which min grad prob is reached.
hMin :: Double
# Grad prob reaches max at h = hMax (or at h - h0 = hMax)
hMax :: Double
gradProbMin :: Double
gradProbMax :: Double
# Min no of courses attempted (cumulative)
nMin :: ncInt
useHcLevel :: Bool
end
function Base.show(io :: IO, g :: GradRuleLinear)
print(io, "Linear graduation rule in")
if use_hc_level(g)
print(io, " h levels. ");
else
print(io, " h gains. ");
end
print(io, "hMin = $(h_min(g)), hMax = $(h_max(g))");
end
"""
$(SIGNATURES)
Table with settings. Columns are explanation and values.
All formatted into strings.
"""
function settings_table(gs :: GradRuleSwitchesLinear)
nc = n_colleges(gs);
tFirstGrad = Int(t_first_grad(gs, nc));
minNcToGrad = Int(min_courses_to_grad(gs, nc; modelUnits = false));
harderStr = gs.betterHarder ? "harder" : "easier";
return [
"Graduation rule" "Linear in h";
"Time to graduation" "$tFirstGrad";
"Min courses for graduation" "$minNcToGrad";
"Better colleges are" harderStr
]
end
function settings_list(gs :: GradRuleSwitchesLinear, st)
nc = n_colleges(gs);
tFirstGrad = symbol_entry(st, :tGradMin, Int(t_first_grad(gs, nc)));
minNcToGrad = symbol_entry(st, :nGrad, Int(min_courses_to_grad(gs, nc; modelUnits = false)));
probGradMin = symbol_entry(st, :probGradMin, grad_prob_min(gs));
probGradMax = symbol_entry(st, :probGradMax, grad_prob_max(gs));
return [tFirstGrad, minNcToGrad, probGradMin, probGradMax]
end
use_hc_level(switches :: GradRuleSwitchesLinear) =
switches.useHcLevel;
h_min(switches :: GradRuleSwitchesLinear) = switches.hMin;
h_min(gs :: GradRuleSetLinear) = h_min(gs.switches);
h_min(g :: GradRuleLinear) = g.hMin;
h_max(gs :: GradRuleSetLinear) = gs.hMax;
h_max(g :: GradRuleLinear) = g.hMax;
grad_colleges(gs :: GradRuleSetLinear) = grad_colleges(gs.switches);
grad_prob_hmin(g :: GradRuleLinear) = g.probHmin;
varies_by_college(switches :: GradRuleSwitchesLinear) =
switches.byCollege;
grad_rule_same!(switches :: GradRuleSwitchesLinear) =
switches.byCollege = false;
better_easier!(switches :: GradRuleSwitchesLinear) =
switches.betterHarder = false;
"""
$(SIGNATURES)
For all colleges.
Assumes college 1 is a 2 year college. Others are 4 year colleges.
"""
function make_grad_rule_set(objId :: ObjectId,
grSwitches :: GradRuleSwitchesLinear)
pProbHmin = init_prob_hmin(objId, grSwitches);
hMin = h_min(grSwitches);
if use_hc_level(grSwitches)
hMax = Double(4.0);
pHRatio = Param(:hMax, ldescription(:hGradMax), lsymbol(:hGradMax),
hMax, hMax, hMin + Double(1.0), hMin + Double(6.0), true);
else
# Change in h at which grad prob hits max
lb = hMin + Double(0.2);
hMax = lb + Double(0.8);
pHRatio = Param(:hMax, ldescription(:dhGradMax), lsymbol(:dhGradMax),
hMax, hMax, lb, Double(5.0), true);
end
pvec = ParamVector(objId, [pHRatio]);
gs = GradRuleSetLinear(objId = objId,
hMin = hMin, hMax = hMax, probHminV = pProbHmin,
switches = grSwitches, pvec = pvec);
@assert validate_grad_set(gs)
return gs
end
function validate_grad_set(gr :: GradRuleSetLinear)
isValid = (n_colleges(gr) > 1);
if any(grad_prob_at_hmin(gr) .>= gr.switches.gradProbMax)
isValid = false;
@warn "Grad prob at hMin > gradProbMax in $gr"
end
return isValid
end
# Only for colleges that produce graduates.
# Must be less than gradProbMax
function init_prob_hmin(parentId :: ObjectId,
grSwitches :: GradRuleSwitchesLinear)
objId = make_child_id(parentId, :probHminV);
if varies_by_college(grSwitches)
nc = length(grad_colleges(grSwitches));
else
# The same grad prob at hMin for all colleges.
nc = 1;
end
# The Bool argument implies a decreasing vector
pMax = grSwitches.gradProbMax - 0.05;
# The Bool argument means that better colleges are harder or easier
if grSwitches.betterHarder
slope = :decreasing;
else
slope = :increasing; # should be :nonmonotone ++++++
end
p = BoundedVector(objId, ParamVector(objId),
slope,
zero(Double), pMax,
fill(Double(0.5), nc));
set_pvector!(p; description = ldescription(:probHminV),
symbol = lsymbol(:probHminV));
return p
end
function grad_prob_at_hmin(gs :: GradRuleSetLinear, ic :: Integer)
if can_graduate(gs, ic)
if varies_by_college(gs)
# Index into list of colleges that can graduate (also into values of probH1V)
gIdx = findfirst(grad_colleges(gs) .== ic);
else
# There is only one value to retrieve. The same for all colleges.
gIdx = 1;
end
probH1 = ModelParams.values(gs.probHminV, gIdx);
else
probH1 = zero(Double);
end
return probH1
end
grad_prob_at_hmin(gs :: GradRuleSetLinear) =
[grad_prob_at_hmin(gs, ic) for ic = 1 : n_colleges(gs)];
"""
$(SIGNATURES)
Make grad rule for one college
"""
function make_grad_rule(gs :: GradRuleSetLinear, iCollege :: Integer)
probHmin = grad_prob_at_hmin(gs, iCollege);
g = GradRuleLinear(t_first_grad(gs, iCollege),
probHmin, h_min(gs), h_max(gs), grad_prob_min(gs), grad_prob_max(gs),
min_courses_to_grad(gs, iCollege),
use_hc_level(gs));
@assert validate_gr(g) "Invalid $g"
return g
end
# function make_test_grad_rule(switches :: GradRuleSwitchesLinear)
# return GradRuleLinear(t_first_grad(switches, 3), Double(0.5),
# h_min(switches), Double(4.0),
# switches.gradProbMin, switches.gradProbMax, switches.minNcForGrad,
# use_hc_level(switches))
# end
function validate_gr(g :: GradRuleLinear)
isValid = true;
if h_min(g) > h_max(g)
isValid = false;
@warn "h_min = $(h_min(g)) > h_max = $(h_max(g))"
end
return isValid
end
## Graduation probability at end of t
# One state
function grad_prob(g :: GradRuleLinear, t :: Integer, h :: Double, n :: T1,
h0 :: Double) where T1 <: Integer
if can_graduate(g, t)
if n >= min_courses_to_grad(g, t)
if use_hc_level(g)
# At h = 1: g.probH1. Then linear in up to g.hMax.
dh = h - h_min(g);
dhMax = h_max(g) - h_min(g);
else
# At dh = 0: g.probH1. Then linear in dh up to g.hMax.
dh = h - h0 - h_min(g);
dhMax = h_max(g) - h_min(g);
end
@assert dhMax > 0.0 "Negative dhMax: $dhMax in $g"
dProb = g.gradProbMax - grad_prob_hmin(g);
@assert dProb > 0.01 "Invalid dProb: $dProb"
gProb = grad_prob_hmin(g) + dh / dhMax * dProb;
gProb = min(g.gradProbMax, max(g.gradProbMin, gProb));
else
gProb = zero(Double);
end
else
gProb = zero(Double);
end
return gProb
end
# ----------------- | [
2235,
24200,
6329,
44800,
17701,
31929,
198,
2,
2896,
1389,
416,
1861,
42731,
7,
71,
796,
289,
9452,
828,
543,
17806,
416,
4152,
11,
290,
289,
11518,
810,
1861,
42731,
7127,
3509,
357,
11321,
284,
477,
15273,
737,
198,
198,
37811,
198,
197,
3,
7,
46224,
47471,
8,
198,
198,
10462,
9249,
329,
14174,
21571,
3896,
13,
632,
460,
8076,
319,
289,
2974,
393,
8810,
13,
198,
198,
2202,
289,
2974,
25,
17701,
1861,
318,
14174,
287,
289,
1022,
289,
9452,
290,
289,
11518,
13,
5501,
4152,
468,
257,
48050,
3815,
329,
1861,
3915,
7,
71,
796,
289,
9452,
737,
198,
198,
2202,
289,
8810,
25,
17701,
1861,
318,
14174,
287,
357,
71,
532,
289,
15,
737,
5501,
4152,
468,
257,
48050,
1988,
329,
1861,
3915,
7,
71,
4461,
796,
289,
9452,
8,
198,
37811,
198,
14881,
13,
31,
46265,
4299,
4517,
540,
2878,
17701,
31929,
10462,
9249,
14993,
451,
1279,
25,
17701,
31929,
10462,
9249,
198,
220,
220,
220,
256,
5962,
42731,
7904,
3862,
5317,
796,
604,
198,
220,
220,
220,
366,
15057,
286,
10902,
2672,
329,
21571,
1,
198,
220,
220,
220,
949,
45,
66,
1890,
42731,
7904,
299,
66,
5317,
796,
2319,
198,
220,
220,
220,
366,
15057,
286,
362,
614,
15273,
357,
66,
34574,
10428,
422,
883,
16725,
198,
220,
220,
220,
299,
17,
17688,
7904,
299,
66,
5317,
796,
352,
198,
220,
220,
220,
366,
15057,
286,
15273,
1,
198,
220,
220,
220,
299,
5216,
1455,
274,
7904,
299,
66,
5317,
796,
604,
198,
220,
220,
220,
1303,
1855,
290,
3509,
3915,
1861,
618,
21571,
318,
23498,
13,
220,
198,
220,
220,
220,
3915,
2964,
65,
9452,
7904,
11198,
796,
657,
13,
2713,
198,
220,
220,
220,
3915,
2964,
65,
11518,
7904,
11198,
796,
657,
13,
3865,
198,
220,
220,
220,
1303,
17701,
1861,
8338,
319,
2974,
393,
8810,
198,
220,
220,
220,
779,
39,
66,
4971,
7904,
347,
970,
796,
2081,
198,
220,
220,
220,
1303,
8314,
3915,
3896,
7565,
416,
4152,
198,
220,
220,
220,
416,
38951,
7904,
347,
970,
796,
2081,
628,
220,
220,
220,
1303,
289,
1241,
357,
273,
289,
12,
71,
15,
1988,
8,
329,
543,
949,
3915,
1861,
318,
4251,
13,
220,
198,
220,
220,
220,
289,
9452,
7904,
11198,
796,
362,
13,
15,
198,
220,
220,
220,
1303,
4231,
1365,
15273,
7069,
357,
273,
262,
584,
835,
1088,
19427,
198,
220,
220,
220,
1365,
17309,
263,
7904,
347,
970,
796,
2081,
198,
437,
628,
198,
14881,
13,
31,
46265,
4299,
4517,
540,
2878,
17701,
31929,
7248,
14993,
451,
1279,
25,
17701,
31929,
7248,
198,
220,
220,
220,
2488,
9744,
62,
25135,
62,
2617,
62,
11321,
198,
220,
220,
220,
1303,
17701,
1861,
379,
289,
796,
289,
9452,
357,
273,
289,
12,
71,
15,
796,
657,
8,
198,
220,
220,
220,
1861,
39,
1084,
53,
7904,
347,
6302,
38469,
90,
25628,
92,
198,
220,
220,
220,
1303,
289,
1241,
357,
273,
289,
12,
71,
15,
8,
329,
543,
949,
3915,
1861,
318,
4251,
13,
220,
198,
220,
220,
220,
289,
9452,
7904,
11198,
220,
198,
220,
220,
220,
1303,
289,
357,
273,
289,
532,
289,
15,
8,
379,
543,
3915,
2964,
65,
11518,
318,
4251,
357,
1169,
976,
329,
477,
15273,
8,
198,
220,
220,
220,
289,
11518,
7904,
11198,
198,
220,
220,
220,
18225,
7904,
17701,
31929,
10462,
9249,
14993,
451,
198,
437,
628,
198,
2235,
1114,
530,
4152,
198,
7249,
17701,
31929,
14993,
451,
1279,
25,
17701,
31929,
198,
220,
220,
220,
1303,
1680,
10428,
706,
379,
1551,
428,
867,
812,
198,
220,
220,
220,
256,
5962,
42731,
7904,
3862,
5317,
198,
220,
220,
220,
1303,
17701,
1861,
379,
289,
796,
289,
9452,
220,
393,
379,
357,
71,
12,
71,
15,
8,
796,
289,
9452,
198,
220,
220,
220,
1861,
39,
1084,
7904,
11198,
198,
220,
220,
220,
1303,
289,
1241,
357,
273,
289,
12,
71,
15,
8,
329,
543,
949,
3915,
1861,
318,
4251,
13,
220,
198,
220,
220,
220,
289,
9452,
7904,
11198,
198,
220,
220,
220,
1303,
17701,
1861,
12229,
3509,
379,
289,
796,
289,
11518,
357,
273,
379,
289,
532,
289,
15,
796,
289,
11518,
8,
198,
220,
220,
220,
289,
11518,
7904,
11198,
198,
220,
220,
220,
3915,
2964,
65,
9452,
7904,
11198,
198,
220,
220,
220,
3915,
2964,
65,
11518,
7904,
11198,
198,
220,
220,
220,
1303,
1855,
645,
286,
10902,
7482,
357,
36340,
13628,
8,
198,
220,
220,
220,
299,
9452,
7904,
299,
66,
5317,
198,
220,
220,
220,
779,
39,
66,
4971,
7904,
347,
970,
198,
437,
628,
628,
198,
8818,
7308,
13,
12860,
7,
952,
7904,
24418,
11,
308,
7904,
17701,
31929,
14993,
451,
8,
198,
220,
220,
220,
3601,
7,
952,
11,
366,
14993,
451,
21571,
3896,
287,
4943,
198,
220,
220,
220,
611,
779,
62,
71,
66,
62,
5715,
7,
70,
8,
198,
220,
220,
220,
220,
220,
220,
220,
3601,
7,
952,
11,
366,
289,
2974,
13,
366,
1776,
198,
220,
220,
220,
2073,
198,
220,
220,
220,
220,
220,
220,
220,
3601,
7,
952,
11,
366,
289,
8810,
13,
366,
1776,
198,
220,
220,
220,
886,
198,
220,
220,
220,
3601,
7,
952,
11,
366,
71,
9452,
796,
29568,
71,
62,
1084,
7,
70,
36911,
289,
11518,
796,
29568,
71,
62,
9806,
7,
70,
4008,
15341,
198,
437,
628,
198,
37811,
198,
197,
3,
7,
46224,
47471,
8,
198,
198,
10962,
351,
6460,
13,
29201,
82,
389,
7468,
290,
3815,
13,
198,
3237,
39559,
656,
13042,
13,
198,
37811,
198,
8818,
6460,
62,
11487,
7,
14542,
7904,
17701,
31929,
10462,
9249,
14993,
451,
8,
198,
220,
220,
220,
299,
66,
796,
299,
62,
4033,
1455,
274,
7,
14542,
1776,
198,
220,
220,
220,
256,
5962,
42731,
796,
2558,
7,
83,
62,
11085,
62,
9744,
7,
14542,
11,
299,
66,
18125,
198,
220,
220,
220,
949,
45,
66,
2514,
42731,
796,
2558,
7,
1084,
62,
66,
39975,
62,
1462,
62,
9744,
7,
14542,
11,
299,
66,
26,
2746,
3118,
896,
796,
3991,
18125,
198,
220,
220,
220,
7069,
13290,
796,
308,
82,
13,
27903,
17309,
263,
220,
5633,
220,
366,
10424,
263,
1,
220,
1058,
220,
366,
30412,
959,
8172,
198,
220,
220,
220,
1441,
685,
198,
220,
220,
220,
220,
220,
220,
220,
366,
42731,
2288,
3896,
1,
220,
366,
14993,
451,
287,
289,
8172,
198,
220,
220,
220,
220,
220,
220,
220,
366,
7575,
284,
21571,
1,
220,
17971,
83,
5962,
42731,
8172,
198,
220,
220,
220,
220,
220,
220,
220,
366,
9452,
10902,
329,
21571,
1,
220,
17971,
1084,
45,
66,
2514,
42731,
8172,
198,
220,
220,
220,
220,
220,
220,
220,
366,
28971,
15273,
389,
1,
220,
7069,
13290,
198,
220,
220,
220,
2361,
198,
437,
198,
198,
8818,
6460,
62,
4868,
7,
14542,
7904,
17701,
31929,
10462,
9249,
14993,
451,
11,
336,
8,
198,
220,
220,
220,
299,
66,
796,
299,
62,
4033,
1455,
274,
7,
14542,
1776,
198,
220,
220,
220,
256,
5962,
42731,
796,
220,
6194,
62,
13000,
7,
301,
11,
1058,
83,
42731,
9452,
11,
2558,
7,
83,
62,
11085,
62,
9744,
7,
14542,
11,
299,
66,
4008,
1776,
198,
220,
220,
220,
949,
45,
66,
2514,
42731,
796,
6194,
62,
13000,
7,
301,
11,
1058,
77,
42731,
11,
2558,
7,
1084,
62,
66,
39975,
62,
1462,
62,
9744,
7,
14542,
11,
299,
66,
26,
2746,
3118,
896,
796,
3991,
4008,
1776,
198,
220,
220,
220,
1861,
42731,
9452,
796,
6194,
62,
13000,
7,
301,
11,
1058,
1676,
65,
42731,
9452,
11,
3915,
62,
1676,
65,
62,
1084,
7,
14542,
18125,
198,
220,
220,
220,
1861,
42731,
11518,
796,
6194,
62,
13000,
7,
301,
11,
1058,
1676,
65,
42731,
11518,
11,
3915,
62,
1676,
65,
62,
9806,
7,
14542,
18125,
198,
220,
220,
220,
1441,
685,
83,
5962,
42731,
11,
949,
45,
66,
2514,
42731,
11,
1861,
42731,
9452,
11,
1861,
42731,
11518,
60,
198,
437,
628,
198,
1904,
62,
71,
66,
62,
5715,
7,
2032,
9249,
7904,
17701,
31929,
10462,
9249,
14993,
451,
8,
796,
198,
220,
220,
220,
18225,
13,
1904,
39,
66,
4971,
26,
198,
198,
71,
62,
1084,
7,
2032,
9249,
7904,
17701,
31929,
10462,
9249,
14993,
451,
8,
796,
18225,
13,
71,
9452,
26,
198,
71,
62,
1084,
7,
14542,
7904,
17701,
31929,
7248,
14993,
451,
8,
796,
289,
62,
1084,
7,
14542,
13,
2032,
9249,
1776,
198,
71,
62,
1084,
7,
70,
7904,
17701,
31929,
14993,
451,
8,
796,
308,
13,
71,
9452,
26,
198,
198,
71,
62,
9806,
7,
14542,
7904,
17701,
31929,
7248,
14993,
451,
8,
796,
308,
82,
13,
71,
11518,
26,
198,
71,
62,
9806,
7,
70,
7904,
17701,
31929,
14993,
451,
8,
796,
308,
13,
71,
11518,
26,
198,
198,
9744,
62,
4033,
1455,
274,
7,
14542,
7904,
17701,
31929,
7248,
14993,
451,
8,
796,
3915,
62,
4033,
1455,
274,
7,
14542,
13,
2032,
9249,
1776,
198,
198,
9744,
62,
1676,
65,
62,
71,
1084,
7,
70,
7904,
17701,
31929,
14993,
451,
8,
796,
308,
13,
1676,
65,
39,
1084,
26,
198,
198,
85,
3166,
62,
1525,
62,
44107,
7,
2032,
9249,
7904,
17701,
31929,
10462,
9249,
14993,
451,
8,
796,
220,
198,
220,
220,
220,
18225,
13,
1525,
38951,
26,
198,
9744,
62,
25135,
62,
31642,
0,
7,
2032,
9249,
7904,
17701,
31929,
10462,
9249,
14993,
451,
8,
796,
198,
220,
220,
220,
18225,
13,
1525,
38951,
796,
3991,
26,
198,
198,
27903,
62,
30412,
959,
0,
7,
2032,
9249,
7904,
17701,
31929,
10462,
9249,
14993,
451,
8,
796,
220,
198,
220,
220,
220,
18225,
13,
27903,
17309,
263,
796,
3991,
26,
628,
198,
37811,
198,
197,
3,
7,
46224,
47471,
8,
198,
198,
1890,
477,
15273,
13,
198,
8021,
8139,
4152,
352,
318,
257,
362,
614,
4152,
13,
12691,
389,
604,
614,
15273,
13,
198,
37811,
198,
8818,
787,
62,
9744,
62,
25135,
62,
2617,
7,
26801,
7390,
7904,
9515,
7390,
11,
220,
220,
198,
220,
220,
220,
1036,
10462,
9249,
7904,
17701,
31929,
10462,
9249,
14993,
451,
8,
628,
220,
220,
220,
279,
2964,
65,
39,
1084,
796,
2315,
62,
1676,
65,
62,
71,
1084,
7,
26801,
7390,
11,
1036,
10462,
9249,
1776,
198,
220,
220,
220,
289,
9452,
796,
289,
62,
1084,
7,
2164,
10462,
9249,
1776,
628,
220,
220,
220,
611,
779,
62,
71,
66,
62,
5715,
7,
2164,
10462,
9249,
8,
198,
220,
220,
220,
220,
220,
220,
220,
289,
11518,
796,
11198,
7,
19,
13,
15,
1776,
198,
220,
220,
220,
220,
220,
220,
220,
279,
17184,
39485,
796,
25139,
7,
25,
71,
11518,
11,
300,
11213,
7,
25,
71,
42731,
11518,
828,
300,
1837,
23650,
7,
25,
71,
42731,
11518,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
289,
11518,
11,
289,
11518,
11,
289,
9452,
1343,
11198,
7,
16,
13,
15,
828,
289,
9452,
1343,
11198,
7,
21,
13,
15,
828,
2081,
1776,
198,
220,
220,
220,
2073,
198,
220,
220,
220,
220,
220,
220,
220,
1303,
9794,
287,
289,
379,
543,
3915,
1861,
7127,
3509,
198,
220,
220,
220,
220,
220,
220,
220,
18360,
796,
289,
9452,
1343,
11198,
7,
15,
13,
17,
1776,
198,
220,
220,
220,
220,
220,
220,
220,
289,
11518,
796,
18360,
1343,
11198,
7,
15,
13,
23,
1776,
198,
220,
220,
220,
220,
220,
220,
220,
279,
17184,
39485,
796,
25139,
7,
25,
71,
11518,
11,
300,
11213,
7,
25,
34985,
42731,
11518,
828,
300,
1837,
23650,
7,
25,
34985,
42731,
11518,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
289,
11518,
11,
289,
11518,
11,
18360,
11,
11198,
7,
20,
13,
15,
828,
2081,
1776,
198,
220,
220,
220,
886,
628,
220,
220,
220,
279,
35138,
796,
25139,
38469,
7,
26801,
7390,
11,
220,
685,
79,
17184,
39485,
36563,
198,
220,
220,
220,
308,
82,
796,
17701,
31929,
7248,
14993,
451,
7,
26801,
7390,
796,
26181,
7390,
11,
220,
198,
220,
220,
220,
220,
220,
220,
220,
289,
9452,
796,
289,
9452,
11,
289,
11518,
796,
289,
11518,
11,
1861,
39,
1084,
53,
796,
279,
2964,
65,
39,
1084,
11,
220,
198,
220,
220,
220,
220,
220,
220,
220,
18225,
796,
1036,
10462,
9249,
11,
279,
35138,
796,
279,
35138,
1776,
198,
220,
220,
220,
2488,
30493,
26571,
62,
9744,
62,
2617,
7,
14542,
8,
198,
220,
220,
220,
1441,
308,
82,
198,
437,
628,
198,
8818,
26571,
62,
9744,
62,
2617,
7,
2164,
7904,
17701,
31929,
7248,
14993,
451,
8,
198,
220,
220,
220,
318,
47139,
796,
357,
77,
62,
4033,
1455,
274,
7,
2164,
8,
1875,
352,
1776,
198,
220,
220,
220,
611,
597,
7,
9744,
62,
1676,
65,
62,
265,
62,
71,
1084,
7,
2164,
8,
764,
29,
28,
1036,
13,
2032,
9249,
13,
9744,
2964,
65,
11518,
8,
198,
220,
220,
220,
220,
220,
220,
220,
318,
47139,
796,
3991,
26,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
40539,
366,
42731,
1861,
379,
289,
9452,
1875,
3915,
2964,
65,
11518,
287,
720,
2164,
1,
198,
220,
220,
220,
886,
198,
220,
220,
220,
1441,
318,
47139,
198,
437,
628,
198,
198,
2,
5514,
329,
15273,
326,
4439,
19087,
13,
198,
2,
12039,
307,
1342,
621,
3915,
2964,
65,
11518,
198,
8818,
2315,
62,
1676,
65,
62,
71,
1084,
7,
8000,
7390,
7904,
9515,
7390,
11,
220,
198,
220,
220,
220,
1036,
10462,
9249,
7904,
17701,
31929,
10462,
9249,
14993,
451,
8,
628,
220,
220,
220,
26181,
7390,
796,
787,
62,
9410,
62,
312,
7,
8000,
7390,
11,
1058,
1676,
65,
39,
1084,
53,
1776,
198,
220,
220,
220,
611,
17806,
62,
1525,
62,
44107,
7,
2164,
10462,
9249,
8,
198,
220,
220,
220,
220,
220,
220,
220,
299,
66,
796,
4129,
7,
9744,
62,
4033,
1455,
274,
7,
2164,
10462,
9249,
18125,
198,
220,
220,
220,
2073,
198,
220,
220,
220,
220,
220,
220,
220,
1303,
383,
976,
3915,
1861,
379,
289,
9452,
329,
477,
15273,
13,
198,
220,
220,
220,
220,
220,
220,
220,
299,
66,
796,
352,
26,
198,
220,
220,
220,
886,
198,
220,
220,
220,
1303,
383,
347,
970,
4578,
15565,
257,
24030,
15879,
198,
220,
220,
220,
279,
11518,
796,
1036,
10462,
9249,
13,
9744,
2964,
65,
11518,
532,
657,
13,
2713,
26,
198,
220,
220,
220,
1303,
383,
347,
970,
4578,
1724,
326,
1365,
15273,
389,
7069,
393,
4577,
198,
220,
220,
220,
611,
1036,
10462,
9249,
13,
27903,
17309,
263,
198,
220,
220,
220,
220,
220,
220,
220,
22638,
796,
1058,
12501,
260,
2313,
26,
198,
220,
220,
220,
2073,
198,
220,
220,
220,
220,
220,
220,
220,
22638,
796,
1058,
42647,
26,
220,
1303,
815,
307,
1058,
13159,
2144,
313,
505,
1343,
14030,
10,
198,
220,
220,
220,
886,
198,
220,
220,
220,
279,
796,
347,
6302,
38469,
7,
26801,
7390,
11,
25139,
38469,
7,
26801,
7390,
828,
220,
198,
220,
220,
220,
220,
220,
220,
220,
22638,
11,
198,
220,
220,
220,
220,
220,
220,
220,
6632,
7,
25628,
828,
279,
11518,
11,
220,
198,
220,
220,
220,
220,
220,
220,
220,
6070,
7,
25628,
7,
15,
13,
20,
828,
299,
66,
18125,
198,
220,
220,
220,
900,
62,
79,
31364,
0,
7,
79,
26,
6764,
796,
300,
11213,
7,
25,
1676,
65,
39,
1084,
53,
828,
220,
198,
220,
220,
220,
220,
220,
220,
220,
6194,
796,
300,
1837,
23650,
7,
25,
1676,
65,
39,
1084,
53,
18125,
198,
220,
220,
220,
1441,
279,
198,
437,
198,
198,
8818,
3915,
62,
1676,
65,
62,
265,
62,
71,
1084,
7,
14542,
7904,
17701,
31929,
7248,
14993,
451,
11,
14158,
7904,
34142,
8,
198,
220,
220,
220,
611,
460,
62,
17680,
7,
14542,
11,
14158,
8,
198,
220,
220,
220,
220,
220,
220,
220,
611,
17806,
62,
1525,
62,
44107,
7,
14542,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1303,
12901,
656,
1351,
286,
15273,
326,
460,
10428,
357,
14508,
656,
3815,
286,
1861,
39,
16,
53,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
308,
7390,
87,
796,
1064,
11085,
7,
9744,
62,
4033,
1455,
274,
7,
14542,
8,
764,
855,
14158,
1776,
198,
220,
220,
220,
220,
220,
220,
220,
2073,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1303,
1318,
318,
691,
530,
1988,
284,
19818,
13,
383,
976,
329,
477,
15273,
13,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
308,
7390,
87,
796,
352,
26,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
1861,
39,
16,
796,
9104,
10044,
4105,
13,
27160,
7,
14542,
13,
1676,
65,
39,
1084,
53,
11,
308,
7390,
87,
1776,
198,
220,
220,
220,
2073,
198,
220,
220,
220,
220,
220,
220,
220,
1861,
39,
16,
796,
6632,
7,
25628,
1776,
198,
220,
220,
220,
886,
198,
220,
220,
220,
1441,
1861,
39,
16,
198,
437,
198,
198,
9744,
62,
1676,
65,
62,
265,
62,
71,
1084,
7,
14542,
7904,
17701,
31929,
7248,
14993,
451,
8,
796,
220,
198,
220,
220,
220,
685,
9744,
62,
1676,
65,
62,
265,
62,
71,
1084,
7,
14542,
11,
14158,
8,
220,
329,
14158,
796,
352,
1058,
299,
62,
4033,
1455,
274,
7,
14542,
8,
11208,
628,
198,
37811,
198,
197,
3,
7,
46224,
47471,
8,
198,
198,
12050,
3915,
3896,
329,
530,
4152,
198,
37811,
198,
8818,
787,
62,
9744,
62,
25135,
7,
14542,
7904,
17701,
31929,
7248,
14993,
451,
11,
1312,
38951,
7904,
34142,
8,
198,
220,
220,
220,
1861,
39,
1084,
796,
3915,
62,
1676,
65,
62,
265,
62,
71,
1084,
7,
14542,
11,
1312,
38951,
1776,
198,
220,
220,
220,
308,
796,
17701,
31929,
14993,
451,
7,
83,
62,
11085,
62,
9744,
7,
14542,
11,
1312,
38951,
828,
198,
220,
220,
220,
220,
220,
220,
220,
1861,
39,
1084,
11,
289,
62,
1084,
7,
14542,
828,
289,
62,
9806,
7,
14542,
828,
3915,
62,
1676,
65,
62,
1084,
7,
14542,
828,
3915,
62,
1676,
65,
62,
9806,
7,
14542,
828,
198,
220,
220,
220,
220,
220,
220,
220,
949,
62,
66,
39975,
62,
1462,
62,
9744,
7,
14542,
11,
1312,
38951,
828,
198,
220,
220,
220,
220,
220,
220,
220,
779,
62,
71,
66,
62,
5715,
7,
14542,
18125,
198,
220,
220,
220,
2488,
30493,
26571,
62,
2164,
7,
70,
8,
220,
366,
44651,
720,
70,
1,
198,
220,
220,
220,
1441,
308,
198,
437,
198,
198,
2,
2163,
787,
62,
9288,
62,
9744,
62,
25135,
7,
2032,
9249,
7904,
17701,
31929,
10462,
9249,
14993,
451,
8,
198,
2,
220,
220,
220,
220,
1441,
17701,
31929,
14993,
451,
7,
83,
62,
11085,
62,
9744,
7,
2032,
9249,
11,
513,
828,
11198,
7,
15,
13,
20,
828,
220,
198,
2,
220,
220,
220,
220,
220,
220,
220,
220,
289,
62,
1084,
7,
2032,
9249,
828,
11198,
7,
19,
13,
15,
828,
220,
198,
2,
220,
220,
220,
220,
220,
220,
220,
220,
18225,
13,
9744,
2964,
65,
9452,
11,
18225,
13,
9744,
2964,
65,
11518,
11,
18225,
13,
1084,
45,
66,
1890,
42731,
11,
198,
2,
220,
220,
220,
220,
220,
220,
220,
220,
779,
62,
71,
66,
62,
5715,
7,
2032,
9249,
4008,
198,
2,
886,
628,
198,
8818,
26571,
62,
2164,
7,
70,
7904,
17701,
31929,
14993,
451,
8,
198,
220,
220,
220,
318,
47139,
796,
2081,
26,
198,
220,
220,
220,
611,
289,
62,
1084,
7,
70,
8,
1875,
289,
62,
9806,
7,
70,
8,
198,
220,
220,
220,
220,
220,
220,
220,
318,
47139,
796,
3991,
26,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
40539,
366,
71,
62,
1084,
796,
29568,
71,
62,
1084,
7,
70,
4008,
1875,
289,
62,
9806,
796,
29568,
71,
62,
9806,
7,
70,
4008,
1,
198,
220,
220,
220,
886,
198,
220,
220,
220,
1441,
318,
47139,
198,
437,
628,
198,
2235,
17701,
2288,
12867,
379,
886,
286,
256,
198,
2,
1881,
1181,
198,
8818,
3915,
62,
1676,
65,
7,
70,
7904,
17701,
31929,
14993,
451,
11,
256,
7904,
34142,
11,
289,
7904,
11198,
11,
299,
7904,
309,
16,
11,
198,
220,
220,
220,
289,
15,
7904,
11198,
8,
810,
309,
16,
1279,
25,
34142,
628,
220,
220,
220,
611,
460,
62,
17680,
7,
70,
11,
256,
8,
198,
220,
220,
220,
220,
220,
220,
220,
611,
299,
18189,
949,
62,
66,
39975,
62,
1462,
62,
9744,
7,
70,
11,
256,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
611,
779,
62,
71,
66,
62,
5715,
7,
70,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1303,
1629,
289,
796,
352,
25,
308,
13,
1676,
65,
39,
16,
13,
3244,
14174,
287,
510,
284,
308,
13,
71,
11518,
13,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
34590,
796,
289,
532,
289,
62,
1084,
7,
70,
1776,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
34590,
11518,
796,
289,
62,
9806,
7,
70,
8,
532,
289,
62,
1084,
7,
70,
1776,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2073,
220,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1303,
1629,
34590,
796,
657,
25,
308,
13,
1676,
65,
39,
16,
13,
3244,
14174,
287,
34590,
510,
284,
308,
13,
71,
11518,
13,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
34590,
796,
289,
532,
289,
15,
532,
289,
62,
1084,
7,
70,
1776,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
34590,
11518,
796,
289,
62,
9806,
7,
70,
8,
532,
289,
62,
1084,
7,
70,
1776,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
30493,
34590,
11518,
1875,
657,
13,
15,
220,
366,
32863,
876,
34590,
11518,
25,
720,
34985,
11518,
287,
720,
70,
1,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
288,
2964,
65,
796,
308,
13,
9744,
2964,
65,
11518,
532,
3915,
62,
1676,
65,
62,
71,
1084,
7,
70,
1776,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
30493,
288,
2964,
65,
1875,
657,
13,
486,
220,
366,
44651,
288,
2964,
65,
25,
720,
67,
2964,
65,
1,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
308,
2964,
65,
796,
3915,
62,
1676,
65,
62,
71,
1084,
7,
70,
8,
1343,
34590,
1220,
34590,
11518,
1635,
288,
2964,
65,
26,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
308,
2964,
65,
796,
949,
7,
70,
13,
9744,
2964,
65,
11518,
11,
3509,
7,
70,
13,
9744,
2964,
65,
9452,
11,
308,
2964,
65,
18125,
198,
220,
220,
220,
220,
220,
220,
220,
2073,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
308,
2964,
65,
796,
6632,
7,
25628,
1776,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
2073,
198,
220,
220,
220,
220,
220,
220,
220,
308,
2964,
65,
796,
6632,
7,
25628,
1776,
198,
220,
220,
220,
886,
198,
220,
220,
220,
1441,
308,
2964,
65,
198,
437,
628,
198,
2,
34400,
12
] | 2.316253 | 3,864 |
# included in runtests.jl
using Test
using WebSockets
import WebSockets:HTTP,
base64encode,
throwto,
OPCODE_TEXT,
locked_write
import Base.BufferStream
include("client_server_functions.jl")
const FURL = "ws://127.0.0.1"
const FPORT = 8092
@info "Start a server with a ws handler that is unresponsive. \nClose from client side. The " *
" close handshake aborts after $(WebSockets.TIMEOUT_CLOSEHANDSHAKE) seconds..."
s = WebSockets.ServerWS(
req::HTTP.Request -> HTTP.Response(200),
(req::HTTP.Request, ws::WebSocket) -> begin
for i=1:16
sleep(1)
i < 11 && println(i)
end
return
end)
startserver(s, url=SURL, port=FPORT)
res = WebSockets.open((_) -> nothing, "$(FURL):$(FPORT)");
@test res.status == 101
close(s)
@info "Start a server with a ws handler that always reads guarded."
sleep(1)
s = WebSockets.ServerWS(
req -> HTTP.Response(200),
(req, ws_serv) -> begin
while isopen(ws_serv)
WebSockets.readguarded(ws_serv)
end
end);
startserver(s, url=SURL, port=FPORT)
sleep(1)
@info "Attempt to read guarded from a closing ws|client. Check for return false."
sleep(1)
WebSockets.open("$(FURL):$(FPORT)") do ws_client
close(ws_client)
data = WebSockets.readguarded(ws_client)
@test (UInt8[], false) == data
end;
sleep(1)
@info "Attempt to write guarded from a closing ws|client. Check for return false."
sleep(1)
WebSockets.open("$(FURL):$(FPORT)") do ws_client
close(ws_client)
data = WebSockets.writeguarded(ws_client, "writethis")
@test false == data
end;
sleep(1)
@info "Attempt to read from closing ws|client. Check caught error."
sleep(1)
try
WebSockets.open("$(FURL):$(FPORT)") do ws_client
close(ws_client)
read(ws_client)
end
catch err
@test typeof(err) <: ErrorException
@test err.msg == "Attempt to read from closed WebSocket|client. First isopen(ws), or use readguarded(ws)!"
end
sleep(1)
@info "Attempt to write to a closing ws|client (this takes some time, there is no check
in WebSockets against it). Check caught error."
sleep(1)
try
WebSockets.open("$(FURL):$(FPORT)") do ws_client
close(ws_client)
write(ws_client, "writethis")
end
catch err
show(err)
@test typeof(err) <: WebSocketClosedError
@test err.message == " while open ws|client: stream is closed or unusable"
end
close(s)
@info "Start a server. The wshandler use global channels for inspecting caught errors."
sleep(1)
chfromserv=Channel(2)
s = WebSockets.ServerWS(
req-> HTTP.Response(200),
ws_serv->begin
while isopen(ws_serv)
try
read(ws_serv)
catch err
put!(chfromserv, err)
put!(chfromserv, stacktrace(catch_backtrace())[1:2])
end
end
end);
startserver(s, url=SURL, port=FPORT)
sleep(3)
@info "Open a ws|client, close it out of protocol. Check server error on channel."
global res = WebSockets.open((ws)-> close(ws.socket), "$(FURL):$(FPORT)")
@test res.status == 101
sleep(1)
global err = take!(chfromserv)
@test typeof(err) <: WebSocketClosedError
@test err.message == " while read(ws|server) BoundsError(UInt8[], (1,))"
global stack_trace = take!(chfromserv)
if VERSION <= v"1.0.2"
# Stack trace on master is zero. Unknown cause.
@test length(stack_trace) == 2
end
close(s)
sleep(1)
@info "Start a server. Errors are output on built-in channel"
sleep(1)
s = WebSockets.ServerWS(
req-> HTTP.Response(200),
ws_serv->begin
while isopen(ws_serv)
read(ws_serv)
end
end);
startserver(s, url=SURL, port=FPORT)
sleep(3)
@info "Open a ws|client, close it out of protocol. Check server error on server.out channel."
sleep(1)
WebSockets.open((ws)-> close(ws.socket), "$(FURL):$(FPORT)");
global err = take!(s.out)
@test typeof(err) <: WebSocketClosedError
@test err.message == " while read(ws|server) BoundsError(UInt8[], (1,))"
sleep(1)
global stack_trace = take!(s.out);
if VERSION <= v"1.0.2"
# Stack trace on master is zero. Unknown cause.
@test length(stack_trace) in [5, 6]
end
while isready(s.out)
take!(s.out)
end
close(s)
startserver(s, url=SURL, port=FPORT)
sleep(3)
@info "Open ws|clients, close using every status code from RFC 6455 7.4.1\n" *
" Verify error messages on server.out reflect the codes."
sleep(1)
for (ke, va) in WebSockets.codeDesc
@info "Closing ws|client with reason ", ke, " ", va
sleep(0.3)
WebSockets.open((ws)-> close(ws, statusnumber = ke), "$(FURL):$(FPORT)")
wait(s.out)
global err = take!(s.out)
@test typeof(err) <: WebSocketClosedError
@test err.message == "ws|server respond to OPCODE_CLOSE $ke:$va"
wait(s.out)
stacktra = take!(s.out)
if VERSION <= v"1.0.2"
# Unknown cause, nighly behaves differently
@test length(stacktra) == 0
end
while isready(s.out)
take!(s.out)
end
sleep(1)
end
@info "Open a ws|client, close it using a status code from RFC 6455 7.4.1\n" *
" and also a custom reason string. Verify error messages on server.out reflect the codes."
sleep(1)
global va = 1000
@info "Closing ws|client with reason", va, " ", WebSockets.codeDesc[va], " and goodbye!"
WebSockets.open((ws)-> close(ws, statusnumber = va, freereason = "goodbye!"), "$(FURL):$(FPORT)")
wait(s.out)
global err = take!(s.out)
@test typeof(err) <: WebSocketClosedError
@test err.message == "ws|server respond to OPCODE_CLOSE 1000:goodbye!"
global stack_trace = take!(s.out)
sleep(1)
@info "Open a ws|client. Throw an InterruptException to it. Check that the ws|server\n " *
"error shows the reason for the close."
sleep(1)
function selfinterruptinghandler(ws)
task = @async WebSockets.open((ws)-> read(ws), "$(FURL):$(FPORT)")
sleep(3)
@async Base.throwto(task, InterruptException())
sleep(1)
nothing
end
WebSockets.open(selfinterruptinghandler, "$(FURL):$(FPORT)")
sleep(6)
global err = take!(s.out)
@test typeof(err) <: WebSocketClosedError
@test err.message == "ws|server respond to OPCODE_CLOSE 1006: while read(ws|client received InterruptException."
global stack_trace = take!(s.out)
close(s)
@info "Trigger check_upgrade WebSocketErrors "
let noupgrade, noconnectionupgrade, key
key = base64encode(rand(UInt8, 16))
noupgrade = WebSockets.Request("GET", "/", [
"Connection" => "Upgrade",
"Sec-WebSocket-Key" => key,
"Sec-WebSocket-Version" => "13"
])
@test_throws WebSockets.WebSocketError WebSockets.check_upgrade(noupgrade)
noconnectionupgrade = WebSockets.Request("GET", "/", [
"Upgrade" => "websocket",
"Sec-WebSocket-Key" => key,
"Sec-WebSocket-Version" => "13"
])
@test_throws WebSockets.WebSocketError WebSockets.check_upgrade(noconnectionupgrade)
end
sleep(2)
| [
2,
3017,
287,
1057,
41989,
13,
20362,
198,
3500,
6208,
198,
3500,
5313,
50,
11603,
198,
11748,
5313,
50,
11603,
25,
40717,
11,
198,
220,
220,
220,
220,
220,
220,
2779,
2414,
268,
8189,
11,
198,
220,
220,
220,
220,
220,
220,
3714,
1462,
11,
198,
220,
220,
220,
220,
220,
220,
440,
5662,
16820,
62,
32541,
11,
198,
220,
220,
220,
220,
220,
220,
8970,
62,
13564,
198,
11748,
7308,
13,
28632,
12124,
198,
17256,
7203,
16366,
62,
15388,
62,
12543,
2733,
13,
20362,
4943,
198,
9979,
376,
21886,
796,
366,
18504,
1378,
16799,
13,
15,
13,
15,
13,
16,
1,
198,
9979,
376,
15490,
796,
807,
2931,
17,
198,
198,
31,
10951,
366,
10434,
257,
4382,
351,
257,
266,
82,
21360,
326,
318,
555,
39772,
13,
3467,
77,
26125,
422,
5456,
1735,
13,
383,
366,
1635,
198,
220,
220,
220,
220,
220,
366,
1969,
42231,
450,
2096,
706,
29568,
13908,
50,
11603,
13,
34694,
12425,
62,
32737,
39,
1565,
5258,
7801,
7336,
8,
4201,
9313,
198,
82,
796,
5313,
50,
11603,
13,
10697,
19416,
7,
198,
220,
220,
220,
43089,
3712,
40717,
13,
18453,
4613,
14626,
13,
31077,
7,
2167,
828,
198,
220,
220,
220,
357,
42180,
3712,
40717,
13,
18453,
11,
266,
82,
3712,
13908,
39105,
8,
4613,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
329,
1312,
28,
16,
25,
1433,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
3993,
7,
16,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1312,
1279,
1367,
11405,
44872,
7,
72,
8,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
1441,
198,
220,
220,
220,
886,
8,
198,
198,
9688,
15388,
7,
82,
11,
19016,
28,
50,
21886,
11,
2493,
28,
5837,
9863,
8,
198,
198,
411,
796,
5313,
50,
11603,
13,
9654,
19510,
62,
8,
4613,
2147,
11,
17971,
7,
37,
21886,
2599,
3,
7,
5837,
9863,
8,
15341,
198,
31,
9288,
581,
13,
13376,
6624,
8949,
198,
19836,
7,
82,
8,
198,
198,
31,
10951,
366,
10434,
257,
4382,
351,
257,
266,
82,
21360,
326,
1464,
9743,
28178,
526,
198,
42832,
7,
16,
8,
198,
82,
796,
5313,
50,
11603,
13,
10697,
19416,
7,
198,
220,
220,
220,
43089,
4613,
14626,
13,
31077,
7,
2167,
828,
198,
220,
220,
220,
357,
42180,
11,
266,
82,
62,
3168,
8,
4613,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
981,
318,
9654,
7,
18504,
62,
3168,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
5313,
50,
11603,
13,
961,
5162,
10676,
7,
18504,
62,
3168,
8,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
886,
1776,
198,
9688,
15388,
7,
82,
11,
19016,
28,
50,
21886,
11,
2493,
28,
5837,
9863,
8,
198,
42832,
7,
16,
8,
198,
198,
31,
10951,
366,
37177,
284,
1100,
28178,
422,
257,
9605,
266,
82,
91,
16366,
13,
6822,
329,
1441,
3991,
526,
198,
42832,
7,
16,
8,
198,
13908,
50,
11603,
13,
9654,
7203,
3,
7,
37,
21886,
2599,
3,
7,
5837,
9863,
8,
4943,
466,
266,
82,
62,
16366,
198,
220,
220,
220,
220,
220,
220,
220,
1969,
7,
18504,
62,
16366,
8,
198,
220,
220,
220,
220,
220,
220,
220,
1366,
796,
5313,
50,
11603,
13,
961,
5162,
10676,
7,
18504,
62,
16366,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
357,
52,
5317,
23,
58,
4357,
3991,
8,
6624,
1366,
198,
220,
220,
220,
886,
26,
198,
42832,
7,
16,
8,
628,
198,
31,
10951,
366,
37177,
284,
3551,
28178,
422,
257,
9605,
266,
82,
91,
16366,
13,
6822,
329,
1441,
3991,
526,
198,
42832,
7,
16,
8,
198,
13908,
50,
11603,
13,
9654,
7203,
3,
7,
37,
21886,
2599,
3,
7,
5837,
9863,
8,
4943,
466,
266,
82,
62,
16366,
198,
220,
220,
220,
1969,
7,
18504,
62,
16366,
8,
198,
220,
220,
220,
1366,
796,
5313,
50,
11603,
13,
13564,
5162,
10676,
7,
18504,
62,
16366,
11,
366,
8933,
2788,
271,
4943,
198,
220,
220,
220,
2488,
9288,
3991,
6624,
1366,
198,
437,
26,
198,
42832,
7,
16,
8,
628,
198,
31,
10951,
366,
37177,
284,
1100,
422,
9605,
266,
82,
91,
16366,
13,
6822,
4978,
4049,
526,
198,
42832,
7,
16,
8,
198,
28311,
198,
220,
220,
220,
5313,
50,
11603,
13,
9654,
7203,
3,
7,
37,
21886,
2599,
3,
7,
5837,
9863,
8,
4943,
466,
266,
82,
62,
16366,
198,
220,
220,
220,
220,
220,
220,
220,
1969,
7,
18504,
62,
16366,
8,
198,
220,
220,
220,
220,
220,
220,
220,
1100,
7,
18504,
62,
16366,
8,
198,
220,
220,
220,
886,
198,
40198,
11454,
198,
220,
220,
220,
2488,
9288,
2099,
1659,
7,
8056,
8,
1279,
25,
13047,
16922,
198,
220,
220,
220,
2488,
9288,
11454,
13,
19662,
6624,
366,
37177,
284,
1100,
422,
4838,
5313,
39105,
91,
16366,
13,
3274,
318,
9654,
7,
18504,
828,
393,
779,
1100,
5162,
10676,
7,
18504,
8,
2474,
198,
437,
198,
42832,
7,
16,
8,
628,
198,
31,
10951,
366,
37177,
284,
3551,
284,
257,
9605,
266,
82,
91,
16366,
357,
5661,
2753,
617,
640,
11,
612,
318,
645,
2198,
198,
220,
220,
220,
220,
220,
287,
5313,
50,
11603,
1028,
340,
737,
6822,
4978,
4049,
526,
198,
42832,
7,
16,
8,
198,
28311,
198,
220,
220,
220,
5313,
50,
11603,
13,
9654,
7203,
3,
7,
37,
21886,
2599,
3,
7,
5837,
9863,
8,
4943,
466,
266,
82,
62,
16366,
198,
220,
220,
220,
220,
220,
220,
220,
1969,
7,
18504,
62,
16366,
8,
198,
220,
220,
220,
220,
220,
220,
220,
3551,
7,
18504,
62,
16366,
11,
366,
8933,
2788,
271,
4943,
198,
220,
220,
220,
886,
198,
40198,
11454,
198,
220,
220,
220,
905,
7,
8056,
8,
198,
220,
220,
220,
220,
2488,
9288,
2099,
1659,
7,
8056,
8,
1279,
25,
5313,
39105,
2601,
1335,
12331,
198,
220,
220,
220,
220,
2488,
9288,
11454,
13,
20500,
6624,
366,
981,
1280,
266,
82,
91,
16366,
25,
4269,
318,
4838,
393,
7242,
540,
1,
198,
437,
198,
198,
19836,
7,
82,
8,
198,
198,
31,
10951,
366,
10434,
257,
4382,
13,
383,
266,
1477,
392,
1754,
779,
3298,
9619,
329,
49889,
4978,
8563,
526,
198,
42832,
7,
16,
8,
198,
354,
6738,
3168,
28,
29239,
7,
17,
8,
198,
82,
796,
5313,
50,
11603,
13,
10697,
19416,
7,
198,
220,
220,
220,
43089,
3784,
14626,
13,
31077,
7,
2167,
828,
198,
220,
220,
220,
266,
82,
62,
3168,
3784,
27471,
198,
220,
220,
220,
220,
220,
220,
220,
981,
318,
9654,
7,
18504,
62,
3168,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1949,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1100,
7,
18504,
62,
3168,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
4929,
11454,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1234,
0,
7,
354,
6738,
3168,
11,
11454,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1234,
0,
7,
354,
6738,
3168,
11,
8931,
40546,
7,
40198,
62,
1891,
40546,
28955,
58,
16,
25,
17,
12962,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
886,
1776,
198,
9688,
15388,
7,
82,
11,
19016,
28,
50,
21886,
11,
2493,
28,
5837,
9863,
8,
198,
42832,
7,
18,
8,
198,
198,
31,
10951,
366,
11505,
257,
266,
82,
91,
16366,
11,
1969,
340,
503,
286,
8435,
13,
6822,
4382,
4049,
319,
6518,
526,
198,
20541,
581,
796,
5313,
50,
11603,
13,
9654,
19510,
18504,
8,
3784,
1969,
7,
18504,
13,
44971,
828,
17971,
7,
37,
21886,
2599,
3,
7,
5837,
9863,
8,
4943,
198,
31,
9288,
581,
13,
13376,
6624,
8949,
198,
42832,
7,
16,
8,
198,
20541,
11454,
796,
1011,
0,
7,
354,
6738,
3168,
8,
198,
31,
9288,
2099,
1659,
7,
8056,
8,
1279,
25,
5313,
39105,
2601,
1335,
12331,
198,
31,
9288,
11454,
13,
20500,
6624,
366,
981,
1100,
7,
18504,
91,
15388,
8,
347,
3733,
12331,
7,
52,
5317,
23,
58,
4357,
357,
16,
11,
4008,
1,
198,
20541,
8931,
62,
40546,
796,
1011,
0,
7,
354,
6738,
3168,
8,
198,
361,
44156,
2849,
19841,
410,
1,
16,
13,
15,
13,
17,
1,
198,
220,
220,
220,
1303,
23881,
12854,
319,
4958,
318,
6632,
13,
16185,
2728,
13,
198,
220,
220,
220,
2488,
9288,
4129,
7,
25558,
62,
40546,
8,
6624,
362,
198,
437,
198,
198,
19836,
7,
82,
8,
198,
198,
42832,
7,
16,
8,
198,
198,
31,
10951,
366,
10434,
257,
4382,
13,
44225,
389,
5072,
319,
3170,
12,
259,
6518,
1,
198,
42832,
7,
16,
8,
198,
82,
796,
5313,
50,
11603,
13,
10697,
19416,
7,
198,
220,
220,
220,
43089,
3784,
14626,
13,
31077,
7,
2167,
828,
198,
220,
220,
220,
266,
82,
62,
3168,
3784,
27471,
198,
220,
220,
220,
220,
220,
220,
220,
981,
318,
9654,
7,
18504,
62,
3168,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1100,
7,
18504,
62,
3168,
8,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
886,
1776,
198,
9688,
15388,
7,
82,
11,
19016,
28,
50,
21886,
11,
2493,
28,
5837,
9863,
8,
198,
42832,
7,
18,
8,
198,
198,
31,
10951,
366,
11505,
257,
266,
82,
91,
16366,
11,
1969,
340,
503,
286,
8435,
13,
6822,
4382,
4049,
319,
4382,
13,
448,
6518,
526,
198,
42832,
7,
16,
8,
198,
13908,
50,
11603,
13,
9654,
19510,
18504,
8,
3784,
1969,
7,
18504,
13,
44971,
828,
17971,
7,
37,
21886,
2599,
3,
7,
5837,
9863,
8,
15341,
198,
20541,
11454,
796,
1011,
0,
7,
82,
13,
448,
8,
198,
31,
9288,
2099,
1659,
7,
8056,
8,
1279,
25,
5313,
39105,
2601,
1335,
12331,
198,
31,
9288,
11454,
13,
20500,
6624,
366,
981,
1100,
7,
18504,
91,
15388,
8,
347,
3733,
12331,
7,
52,
5317,
23,
58,
4357,
357,
16,
11,
4008,
1,
198,
42832,
7,
16,
8,
198,
20541,
8931,
62,
40546,
796,
1011,
0,
7,
82,
13,
448,
1776,
198,
361,
44156,
2849,
19841,
410,
1,
16,
13,
15,
13,
17,
1,
198,
220,
220,
220,
1303,
23881,
12854,
319,
4958,
318,
6632,
13,
16185,
2728,
13,
198,
220,
220,
220,
2488,
9288,
4129,
7,
25558,
62,
40546,
8,
287,
685,
20,
11,
718,
60,
198,
437,
198,
198,
4514,
318,
1493,
7,
82,
13,
448,
8,
198,
220,
220,
220,
1011,
0,
7,
82,
13,
448,
8,
198,
437,
628,
198,
19836,
7,
82,
8,
198,
9688,
15388,
7,
82,
11,
19016,
28,
50,
21886,
11,
2493,
28,
5837,
9863,
8,
198,
42832,
7,
18,
8,
198,
198,
31,
10951,
366,
11505,
266,
82,
91,
565,
2334,
11,
1969,
1262,
790,
3722,
2438,
422,
30978,
718,
30505,
767,
13,
19,
13,
16,
59,
77,
1,
1635,
198,
220,
220,
220,
220,
220,
366,
220,
49899,
4049,
6218,
319,
4382,
13,
448,
4079,
262,
12416,
526,
198,
42832,
7,
16,
8,
198,
1640,
357,
365,
11,
46935,
8,
287,
5313,
50,
11603,
13,
8189,
24564,
198,
220,
220,
220,
2488,
10951,
366,
2601,
2752,
266,
82,
91,
16366,
351,
1738,
33172,
885,
11,
366,
33172,
46935,
198,
220,
220,
220,
3993,
7,
15,
13,
18,
8,
198,
220,
220,
220,
5313,
50,
11603,
13,
9654,
19510,
18504,
8,
3784,
1969,
7,
18504,
11,
3722,
17618,
796,
885,
828,
17971,
7,
37,
21886,
2599,
3,
7,
5837,
9863,
8,
4943,
198,
220,
220,
220,
4043,
7,
82,
13,
448,
8,
198,
220,
220,
220,
3298,
11454,
796,
1011,
0,
7,
82,
13,
448,
8,
198,
220,
220,
220,
2488,
9288,
2099,
1659,
7,
8056,
8,
1279,
25,
5313,
39105,
2601,
1335,
12331,
198,
220,
220,
220,
2488,
9288,
11454,
13,
20500,
6624,
366,
18504,
91,
15388,
3031,
284,
440,
5662,
16820,
62,
32737,
720,
365,
25,
3,
6862,
1,
198,
220,
220,
220,
4043,
7,
82,
13,
448,
8,
198,
220,
220,
220,
8931,
9535,
796,
1011,
0,
7,
82,
13,
448,
8,
198,
220,
220,
220,
611,
44156,
2849,
19841,
410,
1,
16,
13,
15,
13,
17,
1,
198,
220,
220,
220,
220,
220,
220,
220,
1303,
16185,
2728,
11,
299,
394,
306,
39341,
10338,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
4129,
7,
25558,
9535,
8,
6624,
657,
198,
220,
220,
220,
886,
198,
220,
220,
220,
981,
318,
1493,
7,
82,
13,
448,
8,
198,
220,
220,
220,
220,
220,
220,
220,
1011,
0,
7,
82,
13,
448,
8,
198,
220,
220,
220,
886,
198,
220,
220,
220,
3993,
7,
16,
8,
198,
437,
198,
198,
31,
10951,
366,
11505,
257,
266,
82,
91,
16366,
11,
1969,
340,
1262,
257,
3722,
2438,
422,
30978,
718,
30505,
767,
13,
19,
13,
16,
59,
77,
1,
1635,
198,
220,
220,
220,
220,
220,
366,
290,
635,
257,
2183,
1738,
4731,
13,
49899,
4049,
6218,
319,
4382,
13,
448,
4079,
262,
12416,
526,
198,
198,
42832,
7,
16,
8,
198,
20541,
46935,
796,
8576,
198,
31,
10951,
366,
2601,
2752,
266,
82,
91,
16366,
351,
1738,
1600,
46935,
11,
366,
33172,
5313,
50,
11603,
13,
8189,
24564,
58,
6862,
4357,
366,
290,
24829,
2474,
198,
13908,
50,
11603,
13,
9654,
19510,
18504,
8,
3784,
1969,
7,
18504,
11,
3722,
17618,
796,
46935,
11,
2030,
567,
888,
796,
366,
11274,
16390,
2474,
828,
17971,
7,
37,
21886,
2599,
3,
7,
5837,
9863,
8,
4943,
198,
17077,
7,
82,
13,
448,
8,
198,
20541,
11454,
796,
1011,
0,
7,
82,
13,
448,
8,
198,
31,
9288,
2099,
1659,
7,
8056,
8,
1279,
25,
5313,
39105,
2601,
1335,
12331,
198,
31,
9288,
11454,
13,
20500,
6624,
366,
18504,
91,
15388,
3031,
284,
440,
5662,
16820,
62,
32737,
8576,
25,
11274,
16390,
2474,
198,
20541,
8931,
62,
40546,
796,
1011,
0,
7,
82,
13,
448,
8,
198,
42832,
7,
16,
8,
198,
198,
31,
10951,
366,
11505,
257,
266,
82,
91,
16366,
13,
22481,
281,
4225,
3622,
16922,
284,
340,
13,
6822,
326,
262,
266,
82,
91,
15388,
59,
77,
366,
1635,
198,
220,
220,
220,
366,
18224,
2523,
262,
1738,
329,
262,
1969,
526,
198,
42832,
7,
16,
8,
198,
8818,
2116,
3849,
3622,
278,
30281,
7,
18504,
8,
198,
220,
220,
220,
4876,
796,
2488,
292,
13361,
5313,
50,
11603,
13,
9654,
19510,
18504,
8,
3784,
1100,
7,
18504,
828,
17971,
7,
37,
21886,
2599,
3,
7,
5837,
9863,
8,
4943,
198,
220,
220,
220,
3993,
7,
18,
8,
198,
220,
220,
220,
2488,
292,
13361,
7308,
13,
16939,
1462,
7,
35943,
11,
4225,
3622,
16922,
28955,
198,
220,
220,
220,
3993,
7,
16,
8,
198,
220,
220,
220,
2147,
198,
437,
198,
13908,
50,
11603,
13,
9654,
7,
944,
3849,
3622,
278,
30281,
11,
17971,
7,
37,
21886,
2599,
3,
7,
5837,
9863,
8,
4943,
198,
42832,
7,
21,
8,
198,
20541,
11454,
796,
1011,
0,
7,
82,
13,
448,
8,
198,
31,
9288,
2099,
1659,
7,
8056,
8,
1279,
25,
5313,
39105,
2601,
1335,
12331,
198,
31,
9288,
11454,
13,
20500,
6624,
366,
18504,
91,
15388,
3031,
284,
440,
5662,
16820,
62,
32737,
1802,
21,
25,
981,
1100,
7,
18504,
91,
16366,
2722,
4225,
3622,
16922,
526,
198,
20541,
8931,
62,
40546,
796,
1011,
0,
7,
82,
13,
448,
8,
198,
198,
19836,
7,
82,
8,
198,
198,
31,
10951,
366,
48344,
2198,
62,
929,
9526,
5313,
39105,
9139,
5965,
366,
198,
1616,
299,
10486,
9526,
11,
299,
36221,
1606,
295,
929,
9526,
11,
1994,
198,
220,
220,
220,
1994,
796,
2779,
2414,
268,
8189,
7,
25192,
7,
52,
5317,
23,
11,
1467,
4008,
198,
220,
220,
220,
299,
10486,
9526,
796,
5313,
50,
11603,
13,
18453,
7203,
18851,
1600,
12813,
1600,
685,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
366,
32048,
1,
5218,
366,
44948,
1600,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
366,
6558,
12,
13908,
39105,
12,
9218,
1,
5218,
1994,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
366,
6558,
12,
13908,
39105,
12,
14815,
1,
5218,
366,
1485,
1,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
33761,
198,
220,
220,
220,
2488,
9288,
62,
400,
8516,
5313,
50,
11603,
13,
13908,
39105,
12331,
5313,
50,
11603,
13,
9122,
62,
929,
9526,
7,
77,
10486,
9526,
8,
198,
220,
220,
220,
299,
36221,
1606,
295,
929,
9526,
796,
5313,
50,
11603,
13,
18453,
7203,
18851,
1600,
12813,
1600,
685,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
366,
44948,
1,
5218,
366,
732,
1443,
5459,
1600,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
366,
6558,
12,
13908,
39105,
12,
9218,
1,
5218,
1994,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
366,
6558,
12,
13908,
39105,
12,
14815,
1,
5218,
366,
1485,
1,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
33761,
198,
220,
220,
220,
2488,
9288,
62,
400,
8516,
5313,
50,
11603,
13,
13908,
39105,
12331,
5313,
50,
11603,
13,
9122,
62,
929,
9526,
7,
77,
36221,
1606,
295,
929,
9526,
8,
198,
437,
198,
198,
42832,
7,
17,
8,
198
] | 2.365229 | 2,968 |
isacidic(atom::Atom) =
(i = which_natural_aminoacid(atom)) == 0 ? false :
(natural_aminoacids[i].type == "Acidic")
isaliphatic(atom::Atom) =
(i = which_natural_aminoacid(atom)) == 0 ? false :
(natural_aminoacids[i].type == "Aliphatic")
isaromatic(atom::Atom) =
(i = which_natural_aminoacid(atom)) == 0 ? false :
(natural_aminoacids[i].type == "Aromatic")
isbasic(atom::Atom) =
(i = which_natural_aminoacid(atom)) == 0 ? false :
(natural_aminoacids[i].type == "Basic")
ischarged(atom::Atom) =
(i = which_natural_aminoacid(atom)) == 0 ? false : (natural_aminoacids[i].charge != 0)
ishydrophobic(atom::Atom) =
(i = which_natural_aminoacid(atom)) == 0 ? false :
(natural_aminoacids[i].hydrophobic == true)
isneutral(atom::Atom) =
(i = which_natural_aminoacid(atom)) == 0 ? false : (natural_aminoacids[i].charge == 0)
isnonpolar(atom::Atom) =
(i = which_natural_aminoacid(atom)) == 0 ? false :
(natural_aminoacids[i].polar == false)
ispolar(atom::Atom) =
(i = which_natural_aminoacid(atom)) == 0 ? false : (natural_aminoacids[i].polar == true)
isprotein(atom::Atom; newres = nothing) =
(atom.resname == newres || which_natural_aminoacid(atom) != 0) ? true : false
isprotein(residue::Residue; newres = nothing) =
isprotein(residue.atoms[residue.range[begin]]; newres = newres)
backbone_atoms = ["N", "CA", "C", "O"]
isbackbone(atom::Atom; backbone_atoms = backbone_atoms) =
which_natural_aminoacid(atom) == 0 ? false : (atom.name in backbone_atoms)
not_side_chain_atoms = ["N", "CA", "C", "O", "HN", "H", "HA", "HT1", "HT2", "HT3"]
issidechain(atom::Atom; not_side_chain_atoms = not_side_chain_atoms) =
which_natural_aminoacid(atom) == 0 ? false : (!(atom.name in not_side_chain_atoms))
water_residues = ["HOH", "OH2", "TIP3", "TIP3P", "TIP4P", "TIP5P", "TIP7P", "SPC", "SPCE"]
iswater(atom::Atom; water_residues = water_residues) =
(findfirst(isequal(atom.resname), water_residues) != nothing)
| [
271,
46309,
291,
7,
37696,
3712,
2953,
296,
8,
796,
198,
220,
220,
220,
357,
72,
796,
543,
62,
11802,
62,
321,
2879,
46309,
7,
37696,
4008,
6624,
657,
5633,
3991,
1058,
198,
220,
220,
220,
357,
11802,
62,
321,
2879,
330,
2340,
58,
72,
4083,
4906,
6624,
366,
12832,
312,
291,
4943,
198,
198,
28456,
13323,
1512,
7,
37696,
3712,
2953,
296,
8,
796,
198,
220,
220,
220,
357,
72,
796,
543,
62,
11802,
62,
321,
2879,
46309,
7,
37696,
4008,
6624,
657,
5633,
3991,
1058,
198,
220,
220,
220,
357,
11802,
62,
321,
2879,
330,
2340,
58,
72,
4083,
4906,
6624,
366,
2348,
13323,
1512,
4943,
198,
198,
271,
283,
13730,
7,
37696,
3712,
2953,
296,
8,
796,
198,
220,
220,
220,
357,
72,
796,
543,
62,
11802,
62,
321,
2879,
46309,
7,
37696,
4008,
6624,
657,
5633,
3991,
1058,
198,
220,
220,
220,
357,
11802,
62,
321,
2879,
330,
2340,
58,
72,
4083,
4906,
6624,
366,
32,
398,
1512,
4943,
198,
198,
271,
35487,
7,
37696,
3712,
2953,
296,
8,
796,
198,
220,
220,
220,
357,
72,
796,
543,
62,
11802,
62,
321,
2879,
46309,
7,
37696,
4008,
6624,
657,
5633,
3991,
1058,
198,
220,
220,
220,
357,
11802,
62,
321,
2879,
330,
2340,
58,
72,
4083,
4906,
6624,
366,
26416,
4943,
198,
198,
271,
17200,
7,
37696,
3712,
2953,
296,
8,
796,
198,
220,
220,
220,
357,
72,
796,
543,
62,
11802,
62,
321,
2879,
46309,
7,
37696,
4008,
6624,
657,
5633,
3991,
1058,
357,
11802,
62,
321,
2879,
330,
2340,
58,
72,
4083,
10136,
14512,
657,
8,
198,
198,
680,
5173,
10051,
20803,
7,
37696,
3712,
2953,
296,
8,
796,
198,
220,
220,
220,
357,
72,
796,
543,
62,
11802,
62,
321,
2879,
46309,
7,
37696,
4008,
6624,
657,
5633,
3991,
1058,
198,
220,
220,
220,
357,
11802,
62,
321,
2879,
330,
2340,
58,
72,
4083,
15511,
10051,
20803,
6624,
2081,
8,
198,
198,
271,
29797,
7,
37696,
3712,
2953,
296,
8,
796,
198,
220,
220,
220,
357,
72,
796,
543,
62,
11802,
62,
321,
2879,
46309,
7,
37696,
4008,
6624,
657,
5633,
3991,
1058,
357,
11802,
62,
321,
2879,
330,
2340,
58,
72,
4083,
10136,
6624,
657,
8,
198,
198,
271,
13159,
79,
6192,
7,
37696,
3712,
2953,
296,
8,
796,
198,
220,
220,
220,
357,
72,
796,
543,
62,
11802,
62,
321,
2879,
46309,
7,
37696,
4008,
6624,
657,
5633,
3991,
1058,
198,
220,
220,
220,
357,
11802,
62,
321,
2879,
330,
2340,
58,
72,
4083,
79,
6192,
6624,
3991,
8,
198,
198,
8802,
6192,
7,
37696,
3712,
2953,
296,
8,
796,
198,
220,
220,
220,
357,
72,
796,
543,
62,
11802,
62,
321,
2879,
46309,
7,
37696,
4008,
6624,
657,
5633,
3991,
1058,
357,
11802,
62,
321,
2879,
330,
2340,
58,
72,
4083,
79,
6192,
6624,
2081,
8,
198,
198,
271,
48693,
7,
37696,
3712,
2953,
296,
26,
649,
411,
796,
2147,
8,
796,
198,
220,
220,
220,
357,
37696,
13,
411,
3672,
6624,
649,
411,
8614,
543,
62,
11802,
62,
321,
2879,
46309,
7,
37696,
8,
14512,
657,
8,
5633,
2081,
1058,
3991,
198,
198,
271,
48693,
7,
411,
312,
518,
3712,
4965,
312,
518,
26,
649,
411,
796,
2147,
8,
796,
198,
220,
220,
220,
318,
48693,
7,
411,
312,
518,
13,
265,
3150,
58,
411,
312,
518,
13,
9521,
58,
27471,
60,
11208,
649,
411,
796,
649,
411,
8,
198,
198,
1891,
15992,
62,
265,
3150,
796,
14631,
45,
1600,
366,
8141,
1600,
366,
34,
1600,
366,
46,
8973,
198,
271,
1891,
15992,
7,
37696,
3712,
2953,
296,
26,
32774,
62,
265,
3150,
796,
32774,
62,
265,
3150,
8,
796,
198,
220,
220,
220,
543,
62,
11802,
62,
321,
2879,
46309,
7,
37696,
8,
6624,
657,
5633,
3991,
1058,
357,
37696,
13,
3672,
287,
32774,
62,
265,
3150,
8,
198,
198,
1662,
62,
1589,
62,
7983,
62,
265,
3150,
796,
14631,
45,
1600,
366,
8141,
1600,
366,
34,
1600,
366,
46,
1600,
366,
39,
45,
1600,
366,
39,
1600,
366,
7801,
1600,
366,
6535,
16,
1600,
366,
6535,
17,
1600,
366,
6535,
18,
8973,
198,
747,
485,
7983,
7,
37696,
3712,
2953,
296,
26,
407,
62,
1589,
62,
7983,
62,
265,
3150,
796,
407,
62,
1589,
62,
7983,
62,
265,
3150,
8,
796,
198,
220,
220,
220,
543,
62,
11802,
62,
321,
2879,
46309,
7,
37696,
8,
6624,
657,
5633,
3991,
1058,
22759,
7,
37696,
13,
3672,
287,
407,
62,
1589,
62,
7983,
62,
265,
3150,
4008,
198,
198,
7050,
62,
411,
312,
947,
796,
14631,
39,
12096,
1600,
366,
12096,
17,
1600,
366,
51,
4061,
18,
1600,
366,
51,
4061,
18,
47,
1600,
366,
51,
4061,
19,
47,
1600,
366,
51,
4061,
20,
47,
1600,
366,
51,
4061,
22,
47,
1600,
366,
4303,
34,
1600,
366,
4303,
5222,
8973,
198,
271,
7050,
7,
37696,
3712,
2953,
296,
26,
1660,
62,
411,
312,
947,
796,
1660,
62,
411,
312,
947,
8,
796,
198,
220,
220,
220,
357,
19796,
11085,
7,
786,
13255,
7,
37696,
13,
411,
3672,
828,
1660,
62,
411,
312,
947,
8,
14512,
2147,
8,
198
] | 2.362336 | 839 |
# ---
# title: 1261. Find Elements in a Contaminated Binary Tree
# id: problem1261
# author: <NAME>
# date: 2020-10-31
# difficulty: Medium
# categories: Hash Table, Tree
# link: <https://leetcode.com/problems/find-elements-in-a-contaminated-binary-tree/description/>
# hidden: true
# ---
#
# Given a binary tree with the following rules:
#
# 1. `root.val == 0`
# 2. If `treeNode.val == x` and `treeNode.left != null`, then `treeNode.left.val == 2 * x + 1`
# 3. If `treeNode.val == x` and `treeNode.right != null`, then `treeNode.right.val == 2 * x + 2`
#
# Now the binary tree is contaminated, which means all `treeNode.val` have been
# changed to `-1`.
#
# You need to first recover the binary tree and then implement the
# `FindElements` class:
#
# * `FindElements(TreeNode* root)` Initializes the object with a contamined binary tree, you need to recover it first.
# * `bool find(int target)` Return if the `target` value exists in the recovered binary tree.
#
#
#
# **Example 1:**
#
# ****
#
#
#
# **Input**
# ["FindElements","find","find"]
# [[[-1,null,-1]],[1],[2]]
# **Output**
# [null,false,true]
# **Explanation**
# FindElements findElements = new FindElements([-1,null,-1]);
# findElements.find(1); // return False
# findElements.find(2); // return True
#
# **Example 2:**
#
# ****
#
#
#
# **Input**
# ["FindElements","find","find","find"]
# [[[-1,-1,-1,-1,-1]],[1],[3],[5]]
# **Output**
# [null,true,true,false]
# **Explanation**
# FindElements findElements = new FindElements([-1,-1,-1,-1,-1]);
# findElements.find(1); // return True
# findElements.find(3); // return True
# findElements.find(5); // return False
#
# **Example 3:**
#
# ****
#
#
#
# **Input**
# ["FindElements","find","find","find","find"]
# [[[-1,null,-1,-1,null,-1]],[2],[3],[4],[5]]
# **Output**
# [null,true,false,false,true]
# **Explanation**
# FindElements findElements = new FindElements([-1,null,-1,-1,null,-1]);
# findElements.find(2); // return True
# findElements.find(3); // return False
# findElements.find(4); // return False
# findElements.find(5); // return True
#
#
#
#
# **Constraints:**
#
# * `TreeNode.val == -1`
# * The height of the binary tree is less than or equal to `20`
# * The total number of nodes is between `[1, 10^4]`
# * Total calls of `find()` is between `[1, 10^4]`
# * `0 <= target <= 10^6`
#
#
## @lc code=start
using LeetCode
## add your code here:
## @lc code=end
| [
2,
11420,
198,
2,
3670,
25,
1105,
5333,
13,
9938,
26632,
287,
257,
2345,
321,
3898,
45755,
12200,
198,
2,
4686,
25,
1917,
1065,
5333,
198,
2,
1772,
25,
1279,
20608,
29,
198,
2,
3128,
25,
12131,
12,
940,
12,
3132,
198,
2,
8722,
25,
13398,
198,
2,
9376,
25,
21059,
8655,
11,
12200,
198,
2,
2792,
25,
1279,
5450,
1378,
293,
316,
8189,
13,
785,
14,
1676,
22143,
14,
19796,
12,
68,
3639,
12,
259,
12,
64,
12,
3642,
321,
3898,
12,
39491,
12,
21048,
14,
11213,
15913,
198,
2,
7104,
25,
2081,
198,
2,
11420,
198,
2,
220,
198,
2,
11259,
257,
13934,
5509,
351,
262,
1708,
3173,
25,
198,
2,
220,
198,
2,
220,
220,
352,
13,
4600,
15763,
13,
2100,
6624,
657,
63,
198,
2,
220,
220,
362,
13,
1002,
4600,
21048,
19667,
13,
2100,
6624,
2124,
63,
290,
4600,
21048,
19667,
13,
9464,
14512,
9242,
47671,
788,
4600,
21048,
19667,
13,
9464,
13,
2100,
6624,
362,
1635,
2124,
1343,
352,
63,
198,
2,
220,
220,
513,
13,
1002,
4600,
21048,
19667,
13,
2100,
6624,
2124,
63,
290,
4600,
21048,
19667,
13,
3506,
14512,
9242,
47671,
788,
4600,
21048,
19667,
13,
3506,
13,
2100,
6624,
362,
1635,
2124,
1343,
362,
63,
198,
2,
220,
198,
2,
2735,
262,
13934,
5509,
318,
23543,
11,
543,
1724,
477,
4600,
21048,
19667,
13,
2100,
63,
423,
587,
198,
2,
3421,
284,
4600,
12,
16,
44646,
198,
2,
220,
198,
2,
921,
761,
284,
717,
8551,
262,
13934,
5509,
290,
788,
3494,
262,
198,
2,
4600,
16742,
36,
3639,
63,
1398,
25,
198,
2,
220,
198,
2,
220,
220,
1635,
4600,
16742,
36,
3639,
7,
27660,
19667,
9,
6808,
8,
63,
20768,
4340,
262,
2134,
351,
257,
14244,
1389,
13934,
5509,
11,
345,
761,
284,
8551,
340,
717,
13,
198,
2,
220,
220,
1635,
4600,
30388,
1064,
7,
600,
2496,
8,
63,
8229,
611,
262,
4600,
16793,
63,
1988,
7160,
287,
262,
11911,
13934,
5509,
13,
198,
2,
220,
198,
2,
220,
198,
2,
220,
198,
2,
12429,
16281,
352,
25,
1174,
198,
2,
220,
198,
2,
12429,
0,
58,
16151,
5450,
1378,
19668,
13,
293,
316,
8189,
13,
785,
14,
39920,
14,
23344,
14,
1157,
14,
3312,
14,
2797,
7803,
12,
198,
2,
16362,
12,
19,
12,
16,
13,
9479,
8,
1174,
198,
2,
220,
198,
2,
220,
220,
220,
220,
220,
198,
2,
220,
220,
220,
220,
220,
198,
2,
220,
220,
220,
220,
12429,
20560,
1174,
198,
2,
220,
220,
220,
220,
14631,
16742,
36,
3639,
2430,
19796,
2430,
19796,
8973,
198,
2,
220,
220,
220,
220,
16410,
58,
12,
16,
11,
8423,
12095,
16,
60,
38430,
16,
38430,
17,
11907,
198,
2,
220,
220,
220,
220,
12429,
26410,
1174,
198,
2,
220,
220,
220,
220,
685,
8423,
11,
9562,
11,
7942,
60,
198,
2,
220,
220,
220,
220,
12429,
3109,
11578,
341,
1174,
198,
2,
220,
220,
220,
220,
9938,
36,
3639,
1064,
36,
3639,
796,
649,
9938,
36,
3639,
26933,
12,
16,
11,
8423,
12095,
16,
36563,
220,
198,
2,
220,
220,
220,
220,
1064,
36,
3639,
13,
19796,
7,
16,
1776,
3373,
1441,
10352,
220,
198,
2,
220,
220,
220,
220,
1064,
36,
3639,
13,
19796,
7,
17,
1776,
3373,
1441,
6407,
220,
198,
2,
220,
198,
2,
12429,
16281,
362,
25,
1174,
198,
2,
220,
198,
2,
12429,
0,
58,
16151,
5450,
1378,
19668,
13,
293,
316,
8189,
13,
785,
14,
39920,
14,
23344,
14,
1157,
14,
3312,
14,
2797,
7803,
12,
10989,
6713,
12,
19,
13,
9479,
8,
1174,
198,
2,
220,
198,
2,
220,
220,
220,
220,
220,
198,
2,
220,
220,
220,
220,
220,
198,
2,
220,
220,
220,
220,
12429,
20560,
1174,
198,
2,
220,
220,
220,
220,
14631,
16742,
36,
3639,
2430,
19796,
2430,
19796,
2430,
19796,
8973,
198,
2,
220,
220,
220,
220,
16410,
58,
12,
16,
12095,
16,
12095,
16,
12095,
16,
12095,
16,
60,
38430,
16,
38430,
18,
38430,
20,
11907,
198,
2,
220,
220,
220,
220,
12429,
26410,
1174,
198,
2,
220,
220,
220,
220,
685,
8423,
11,
7942,
11,
7942,
11,
9562,
60,
198,
2,
220,
220,
220,
220,
12429,
3109,
11578,
341,
1174,
198,
2,
220,
220,
220,
220,
9938,
36,
3639,
1064,
36,
3639,
796,
649,
9938,
36,
3639,
26933,
12,
16,
12095,
16,
12095,
16,
12095,
16,
12095,
16,
36563,
198,
2,
220,
220,
220,
220,
1064,
36,
3639,
13,
19796,
7,
16,
1776,
3373,
1441,
6407,
198,
2,
220,
220,
220,
220,
1064,
36,
3639,
13,
19796,
7,
18,
1776,
3373,
1441,
6407,
198,
2,
220,
220,
220,
220,
1064,
36,
3639,
13,
19796,
7,
20,
1776,
3373,
1441,
10352,
198,
2,
220,
198,
2,
12429,
16281,
513,
25,
1174,
198,
2,
220,
198,
2,
12429,
0,
58,
16151,
5450,
1378,
19668,
13,
293,
316,
8189,
13,
785,
14,
39920,
14,
23344,
14,
1157,
14,
2998,
14,
2797,
7803,
12,
198,
2,
16362,
12,
19,
12,
16,
12,
16,
13,
9479,
8,
1174,
198,
2,
220,
198,
2,
220,
220,
220,
220,
220,
198,
2,
220,
220,
220,
220,
220,
198,
2,
220,
220,
220,
220,
12429,
20560,
1174,
198,
2,
220,
220,
220,
220,
14631,
16742,
36,
3639,
2430,
19796,
2430,
19796,
2430,
19796,
2430,
19796,
8973,
198,
2,
220,
220,
220,
220,
16410,
58,
12,
16,
11,
8423,
12095,
16,
12095,
16,
11,
8423,
12095,
16,
60,
38430,
17,
38430,
18,
38430,
19,
38430,
20,
11907,
198,
2,
220,
220,
220,
220,
12429,
26410,
1174,
198,
2,
220,
220,
220,
220,
685,
8423,
11,
7942,
11,
9562,
11,
9562,
11,
7942,
60,
198,
2,
220,
220,
220,
220,
12429,
3109,
11578,
341,
1174,
198,
2,
220,
220,
220,
220,
9938,
36,
3639,
1064,
36,
3639,
796,
649,
9938,
36,
3639,
26933,
12,
16,
11,
8423,
12095,
16,
12095,
16,
11,
8423,
12095,
16,
36563,
198,
2,
220,
220,
220,
220,
1064,
36,
3639,
13,
19796,
7,
17,
1776,
3373,
1441,
6407,
198,
2,
220,
220,
220,
220,
1064,
36,
3639,
13,
19796,
7,
18,
1776,
3373,
1441,
10352,
198,
2,
220,
220,
220,
220,
1064,
36,
3639,
13,
19796,
7,
19,
1776,
3373,
1441,
10352,
198,
2,
220,
220,
220,
220,
1064,
36,
3639,
13,
19796,
7,
20,
1776,
3373,
1441,
6407,
198,
2,
220,
220,
220,
220,
220,
198,
2,
220,
198,
2,
220,
198,
2,
220,
198,
2,
12429,
3103,
2536,
6003,
25,
1174,
198,
2,
220,
198,
2,
220,
220,
1635,
4600,
27660,
19667,
13,
2100,
6624,
532,
16,
63,
198,
2,
220,
220,
1635,
383,
6001,
286,
262,
13934,
5509,
318,
1342,
621,
393,
4961,
284,
4600,
1238,
63,
198,
2,
220,
220,
1635,
383,
2472,
1271,
286,
13760,
318,
1022,
4600,
58,
16,
11,
838,
61,
19,
60,
63,
198,
2,
220,
220,
1635,
7472,
3848,
286,
4600,
19796,
3419,
63,
318,
1022,
4600,
58,
16,
11,
838,
61,
19,
60,
63,
198,
2,
220,
220,
1635,
4600,
15,
19841,
2496,
19841,
838,
61,
21,
63,
198,
2,
220,
198,
2,
220,
198,
2235,
2488,
44601,
2438,
28,
9688,
198,
3500,
1004,
316,
10669,
198,
198,
2235,
751,
534,
2438,
994,
25,
198,
2235,
2488,
44601,
2438,
28,
437,
198
] | 2.371212 | 1,188 |
push!(LOAD_PATH, "@stdlib")
import Pkg; Pkg.add("Conda");
using Conda
try
run(`which nvcc`)
ENV["GPU"] = 1
Pkg.build("ADCME")
catch
end
using ADCME
@info "Install Boost"
CONDA = get_conda()
run(`$CONDA install libboost==1.73.0=h3ff78a5_11`)
# run(`$CONDA install boost==1.73.0`)
@info "Install AMGCL"
UNZIP = joinpath(ADCME.BINDIR, "unzip")
if !isdir("$(@__DIR__)/amgcl")
download("https://github.com/ddemidov/amgcl/archive/master.zip", "$(@__DIR__)/amgcl.zip")
run(`$UNZIP -o $(@__DIR__)/amgcl.zip -d $(@__DIR__)`)
mv("$(@__DIR__)/amgcl-master","$(@__DIR__)/amgcl", force=true)
rm("$(@__DIR__)/amgcl.zip")
end
@info "Build Custom Operators"
change_directory("CustomOps/build")
require_file("build.ninja") do
ADCME.cmake()
end
ADCME.make()
| [
14689,
0,
7,
35613,
62,
34219,
11,
44212,
19282,
8019,
4943,
198,
11748,
350,
10025,
26,
350,
10025,
13,
2860,
7203,
34,
13533,
15341,
220,
198,
3500,
9724,
64,
198,
28311,
220,
198,
220,
220,
220,
1057,
7,
63,
4758,
299,
85,
535,
63,
8,
198,
220,
220,
220,
12964,
53,
14692,
33346,
8973,
796,
352,
198,
220,
220,
220,
350,
10025,
13,
11249,
7203,
2885,
34,
11682,
4943,
198,
40198,
198,
437,
198,
3500,
49169,
11682,
220,
198,
198,
31,
10951,
366,
15798,
19835,
1,
198,
10943,
5631,
796,
651,
62,
66,
13533,
3419,
198,
5143,
7,
63,
3,
10943,
5631,
2721,
9195,
39521,
855,
16,
13,
4790,
13,
15,
28,
71,
18,
487,
3695,
64,
20,
62,
1157,
63,
8,
198,
2,
1057,
7,
63,
3,
10943,
5631,
2721,
5750,
855,
16,
13,
4790,
13,
15,
63,
8,
198,
198,
31,
10951,
366,
15798,
3001,
38,
5097,
1,
198,
4944,
57,
4061,
796,
4654,
6978,
7,
2885,
34,
11682,
13,
33,
12115,
4663,
11,
366,
403,
13344,
4943,
198,
361,
5145,
9409,
343,
7203,
3,
7,
31,
834,
34720,
834,
20679,
321,
70,
565,
4943,
198,
220,
220,
220,
4321,
7203,
5450,
1378,
12567,
13,
785,
14,
1860,
368,
312,
709,
14,
321,
70,
565,
14,
17474,
14,
9866,
13,
13344,
1600,
17971,
7,
31,
834,
34720,
834,
20679,
321,
70,
565,
13,
13344,
4943,
198,
220,
220,
220,
1057,
7,
63,
3,
4944,
57,
4061,
532,
78,
29568,
31,
834,
34720,
834,
20679,
321,
70,
565,
13,
13344,
532,
67,
29568,
31,
834,
34720,
834,
8,
63,
8,
198,
220,
220,
220,
285,
85,
7203,
3,
7,
31,
834,
34720,
834,
20679,
321,
70,
565,
12,
9866,
2430,
3,
7,
31,
834,
34720,
834,
20679,
321,
70,
565,
1600,
2700,
28,
7942,
8,
198,
220,
220,
220,
42721,
7203,
3,
7,
31,
834,
34720,
834,
20679,
321,
70,
565,
13,
13344,
4943,
198,
437,
198,
198,
31,
10951,
366,
15580,
8562,
6564,
2024,
1,
198,
3803,
62,
34945,
7203,
15022,
41472,
14,
11249,
4943,
198,
46115,
62,
7753,
7203,
11249,
13,
35073,
6592,
4943,
466,
198,
220,
220,
220,
49169,
11682,
13,
11215,
539,
3419,
198,
437,
198,
2885,
34,
11682,
13,
15883,
3419,
628,
198
] | 2.113821 | 369 |
<filename>src/gradients/zygote.jl
import Base.getproperty
import Base.findmin
import Base.findmax
import Base.push!
using Zygote: @adjoint, @nograd
import Zygote.literal_getproperty
# ---- #
# Vec3 #
# ---- #
# Hack to avoid nothing in the gradient due to typemax
@adjoint bigmul(x::T) where {T} = bigmul(x), Δ -> (zero(T),)
@adjoint Vec3(a, b, c) = Vec3(a, b, c), Δ -> (Δ.x, Δ.y, Δ.z)
@adjoint literal_getproperty(v::Vec3, ::Val{:x}) =
getproperty(v, :x), Δ -> (Vec3(Δ, zero(v.y), zero(v.z)), nothing)
@adjoint literal_getproperty(v::Vec3, ::Val{:y}) =
getproperty(v, :y), Δ -> (Vec3(zero(v.x), Δ, zero(v.z)), nothing)
@adjoint literal_getproperty(v::Vec3, ::Val{:z}) =
getproperty(v, :z), Δ -> (Vec3(zero(v.x), zero(v.y), Δ), nothing)
@adjoint function dot(a::Vec3, b::Vec3)
dot(a, b), Δ -> begin
Δ = map(x -> isnothing(x) ? zero(eltype(a.x)) : x, Δ)
t1 = Δ * b
t2 = Δ * a
if length(a.x) != length(t1.x)
t1 = Vec3(sum(t1.x), sum(t1.y), sum(t1.z))
end
if length(b.x) != length(t2.x)
t2 = Vec3(sum(t2.x), sum(t2.y), sum(t2.z))
end
return (t1, t2)
end
end
# The purpose of this adjoint is to ensure type inference works
# in the backward pass
@adjoint function cross(a::Vec3{T}, b::Vec3{T}) where {T}
cross(a, b), Δ -> begin
∇a = zero(a)
∇b = zero(b)
x = (Δ.z .* b.y) .- (Δ.y .* b.z)
y = (Δ.x .* b.z) .- (Δ.z .* b.x)
z = (Δ.y .* b.x) .- (Δ.x .* b.y)
if length(a.x) == 1
∇a.x .= sum(x)
∇a.y .= sum(y)
∇a.z .= sum(z)
else
∇a.x .= x
∇a.y .= y
∇a.z .= z
end
x = (Δ.y .* a.z) .- (Δ.z .* a.y)
y = (Δ.z .* a.x) .- (Δ.x .* a.z)
z = (Δ.x .* a.y) .- (Δ.y .* a.x)
if length(b.x) == 1
∇b.x .= sum(x)
∇b.y .= sum(y)
∇b.z .= sum(z)
else
∇b.x .= x
∇b.y .= y
∇b.z .= z
end
return (∇a, ∇b)
end
end
@adjoint place(a::Vec3, cond) = place(a, cond), Δ -> (Vec3(Δ.x[cond], Δ.y[cond], Δ.z[cond]), nothing)
@adjoint place(a::Array, cond) = place(a, cond), Δ -> (Δ[cond], nothing)
@adjoint place_idx!(a::Vec3, b::Vec3, idx) = place_idx!(a, b, idx), Δ -> (zero(Δ), Vec3(Δ[idx]...), nothing)
# ----- #
# Light #
# ----- #
# -------------- #
# - PointLight - #
# -------------- #
@adjoint PointLight(color::Vec3, intensity, pos::Vec3) =
PointLight(color, intensity, pos), Δ -> (Δ.color, Δ.intensity, Δ.position)
@adjoint literal_getproperty(p::PointLight, ::Val{:color}) =
getproperty(p, :color), Δ -> (PointLight(Δ, zero(p.intensity), zero(p.position)), nothing)
@adjoint literal_getproperty(p::PointLight, ::Val{:intensity}) =
getproperty(p, :intensity), Δ -> (PointLight(zero(p.color), Δ, zero(p.position)), nothing)
@adjoint literal_getproperty(p::PointLight, ::Val{:position}) =
getproperty(p, :position), Δ -> (PointLight(zero(p.color), zero(p.intensity), Δ), nothing)
# ---------------- #
# - DistantLight - #
# ---------------- #
@adjoint DistantLight(color::Vec3, intensity, direction::Vec3) =
DistantLight(color, intensity, direction), Δ -> (Δ.color, Δ.intensity, Δ.direction)
@adjoint literal_getproperty(d::DistantLight, ::Val{:color}) =
getproperty(d, :color), Δ -> (DistantLight(Δ, zero(d.intensity), zero(d.direction)), nothing)
@adjoint literal_getproperty(d::DistantLight, ::Val{:intensity}) =
getproperty(d, :intensity), Δ -> (DistantLight(zero(d.color), Δ, zero(d.direction)), nothing)
@adjoint literal_getproperty(d::DistantLight, ::Val{:direction}) =
getproperty(d, :direction), Δ -> (DistantLight(zero(d.color), zero(d.intensity), Δ), nothing)
# -------- #
# Material #
# -------- #
@adjoint Material(color_ambient, color_diffuse, color_specular, specular_exponent,
reflection, texture_ambient, texture_diffuse, texture_specular,
uv_coordinates) =
Material(color_ambient, color_diffuse, color_specular, specular_exponent, reflection,
texture_ambient, texture_diffuse, texture_specular, uv_coordinates),
Δ -> (Δ.color_ambient, Δ.color_diffuse, Δ.color_specular, Δ.specular_exponent,
Δ.reflection, Δ.texture_ambient, Δ.texture_diffuse, Δ.texture_specular,
Δ.uv_coordinates)
@adjoint literal_getproperty(m::Material, ::Val{:color_ambient}) =
getproperty(m, :color_ambient), Δ -> (Material(Δ, zero(m.color_diffuse), zero(m.color_specular),
zero(m.specular_exponent), zero(m.reflection),
isnothing(m.texture_ambient) ? nothing : zero(m.texture_ambient),
isnothing(m.texture_diffuse) ? nothing : zero(m.texture_diffuse),
isnothing(m.texture_specular) ? nothing : zero(m.texture_specular),
isnothing(m.uv_coordinates) ? nothing : zero.(m.uv_coordinates)),
nothing)
@adjoint literal_getproperty(m::Material, ::Val{:color_diffuse}) =
getproperty(m, :color_diffuse), Δ -> (Material(zero(m.color_ambient), Δ, zero(m.color_specular),
zero(m.specular_exponent), zero(m.reflection),
isnothing(m.texture_ambient) ? nothing : zero(m.texture_ambient),
isnothing(m.texture_diffuse) ? nothing : zero(m.texture_diffuse),
isnothing(m.texture_specular) ? nothing : zero(m.texture_specular),
isnothing(m.uv_coordinates) ? nothing : zero.(m.uv_coordinates)),
nothing)
@adjoint literal_getproperty(m::Material, ::Val{:color_specular}) =
getproperty(m, :color_specular), Δ -> (Material(zero(m.color_ambient), zero(m.color_diffuse), Δ,
zero(m.specular_exponent), zero(m.reflection),
isnothing(m.texture_ambient) ? nothing : zero(m.texture_ambient),
isnothing(m.texture_diffuse) ? nothing : zero(m.texture_diffuse),
isnothing(m.texture_specular) ? nothing : zero(m.texture_specular),
isnothing(m.uv_coordinates) ? nothing : zero.(m.uv_coordinates)),
nothing)
@adjoint literal_getproperty(m::Material, ::Val{:specular_exponent}) =
getproperty(m, :specular_exponent), Δ -> (Material(zero(m.color_ambient), zero(m.color_diffuse),
zero(m.color_specular), Δ, zero(m.reflection),
isnothing(m.texture_ambient) ? nothing : zero(m.texture_ambient),
isnothing(m.texture_diffuse) ? nothing : zero(m.texture_diffuse),
isnothing(m.texture_specular) ? nothing : zero(m.texture_specular),
isnothing(m.uv_coordinates) ? nothing : zero.(m.uv_coordinates)),
nothing)
@adjoint literal_getproperty(m::Material, ::Val{:reflection}) =
getproperty(m, :reflection), Δ -> (Material(zero(m.color_ambient), zero(m.color_diffuse),
zero(m.color_specular), zero(m.specular_exponent), Δ,
isnothing(m.texture_ambient) ? nothing : zero(m.texture_ambient),
isnothing(m.texture_diffuse) ? nothing : zero(m.texture_diffuse),
isnothing(m.texture_specular) ? nothing : zero(m.texture_specular),
isnothing(m.uv_coordinates) ? nothing : zero.(m.uv_coordinates)),
nothing)
@adjoint literal_getproperty(m::Material, ::Val{:texture_ambient}) =
getproperty(m, :texture_ambient), Δ -> (Material(zero(m.color_ambient), zero(m.color_diffuse),
zero(m.color_specular), zero(m.specular_exponent),
zero(m.reflection), Δ,
isnothing(m.texture_diffuse) ? nothing : zero(m.texture_diffuse),
isnothing(m.texture_specular) ? nothing : zero(m.texture_specular),
isnothing(m.uv_coordinates) ? nothing : zero.(m.uv_coordinates)),
nothing)
@adjoint literal_getproperty(m::Material, ::Val{:texture_diffuse}) =
getproperty(m, :texture_diffuse), Δ -> (Material(zero(m.color_ambient), zero(m.color_diffuse),
zero(m.color_specular), zero(m.specular_exponent),
zero(m.reflection),
isnothing(m.texture_ambient) ? nothing : zero(m.texture_ambient), Δ,
isnothing(m.texture_specular) ? nothing : zero(m.texture_specular),
isnothing(m.uv_coordinates) ? nothing : zero.(m.uv_coordinates)),
nothing)
@adjoint literal_getproperty(m::Material, ::Val{:texture_specular}) =
getproperty(m, :texture_specular), Δ -> (Material(zero(m.color_ambient), zero(m.color_diffuse),
zero(m.color_specular), zero(m.specular_exponent),
zero(m.reflection),
isnothing(m.texture_ambient) ? nothing : zero(m.texture_ambient),
isnothing(m.texture_diffuse) ? nothing : zero(m.texture_diffuse), Δ,
isnothing(m.uv_coordinates) ? nothing : zero.(m.uv_coordinates)),
nothing)
@adjoint literal_getproperty(m::Material, ::Val{:uv_coordinates}) =
getproperty(m, :uv_coordinates), Δ -> (Material(zero(m.color_ambient), zero(m.color_diffuse),
zero(m.color_specular), zero(m.specular_exponent),
zero(m.reflection),
isnothing(m.texture_ambient) ? nothing : zero(m.texture_ambient),
isnothing(m.texture_diffuse) ? nothing : zero(m.texture_diffuse),
isnothing(m.texture_specular) ? nothing : zero(m.texture_specular),
Δ),
nothing)
# ------- #
# Objects #
# ------- #
# ---------- #
# - Sphere - #
# ---------- #
@adjoint Sphere(center, radius, material::Material) =
Sphere(center, radius, material), Δ -> (Δ.sphere, Δ.radius, Δ.material)
@adjoint literal_getproperty(s::Sphere, ::Val{:center}) =
getproperty(s, :center), Δ -> (Sphere(Δ, zero(s.radius), zero(s.material)), nothing)
@adjoint literal_getproperty(s::Sphere, ::Val{:radius}) =
getproperty(s, :radius), Δ -> (Sphere(zero(s.center), Δ, zero(s.material)), nothing)
@adjoint literal_getproperty(s::Sphere, ::Val{:material}) =
getproperty(s, :material), Δ -> (Sphere(zero(s.center), zero(s.radius), Δ), nothing)
# ------------ #
# - Triangle - #
# ------------ #
@adjoint Triangle(v1, v2, v3, material::Material) =
Triangle(v1, v2, v3, material), Δ -> (Δ.v1, Δ.v2, Δ.v3, Δ.material)
@adjoint literal_getproperty(t::Triangle, ::Val{:v1}) =
getproperty(t, :v1), Δ -> (Triangle(Δ, zero(t.v2), zero(t.v3), zero(t.material)), nothing)
@adjoint literal_getproperty(t::Triangle, ::Val{:v2}) =
getproperty(t, :v2), Δ -> (Triangle(zero(t.v1), Δ, zero(t.v3), zero(t.material)), nothing)
@adjoint literal_getproperty(t::Triangle, ::Val{:v3}) =
getproperty(t, :v3), Δ -> (Triangle(zero(t.v1), zero(t.v2), Δ, zero(t.material)), nothing)
@adjoint literal_getproperty(t::Triangle, ::Val{:material}) =
getproperty(t, :material), Δ -> (Triangle(zero(t.v1), zero(t.v2), zero(t.v3), Δ), nothing)
# ---------------- #
# - TriangleMesh - #
# ---------------- #
#=
@adjoint TriangleMesh(tm, mat, ftmp) =
TriangleMesh(tm, mat, ftmp), Δ -> (Δ.triangulated_mesh, Δ.material, Δ.ftmp)
@adjoint function literal_getproperty(t::TriangleMesh, ::Val{:triangulated_mesh})
tm = getproperty(t, :triangulated_mesh)
z = eltype(tm[1].v1.x)
mat = Material(PlainColor(rgb(z)), z)
return tm, Δ -> (TriangleMesh(Δ, mat, FixedTriangleMeshParams(IdDict(), [Vec3(z)])), nothing)
end
@adjoint function literal_getproperty(t::TriangleMesh, ::Val{:material})
mat = getproperty(t, :material)
z = eltype(t.triangulated_mesh[1].v1.x)
tm = [Triangle([Vec3(z)]...) for _ in 1:length(t.triangulated_mesh)]
return mat, Δ -> (TriangleMesh(tm, Δ, FixedTriangleMeshParams(IdDict(), [Vec3(z)])), nothing)
end
@adjoint function literal_getproperty(t::TriangleMesh, ::Val{:ftmp})
z = eltype(t.triangulated_mesh[1].v1.x)
mat = Material(PlainColor(rgb(z)), z)
tm = [Triangle([Vec3(z)]...) for _ in 1:length(t.triangulated_mesh)]
return getproperty(t, :ftmp), Δ -> (TriangleMesh(tm, mat, Δ), nothing)
end
@adjoint FixedTriangleMeshParams(isect, n) =
FixedTriangleMeshParams(isect, n), Δ -> (Δ.isect, Δ.n)
# The gradients for this params are never used so fill them with anything as long
# as they are consistent with the types
@adjoint literal_getproperty(ftmp::FixedTriangleMeshParams, ::Val{f}) where {f} =
getproperty(ftmp, f), Δ -> (FixedTriangleMeshParams(IdDict(), ftmp.normals[1:1]))
=#
# ------ #
# Camera #
# ------ #
@adjoint Camera(lf, la, vfov, focus, fp) =
Camera(lf, la, vfov, focus, fp), Δ -> (Δ.lookfrom, Δ.lookat, Δ.vfov,
Δ.focus, Δ.fixedparams)
@adjoint literal_getproperty(c::Camera, ::Val{:lookfrom}) =
getproperty(c, :lookfrom), Δ -> (Camera(Δ, zero(c.lookat), zero(c.vfov), zero(c.focus),
zero(c.fixedparams)), nothing)
@adjoint literal_getproperty(c::Camera, ::Val{:lookat}) =
getproperty(c, :lookat), Δ -> (Camera(zero(c.lookfrom), Δ, zero(c.vfov), zero(c.focus),
zero(c.fixedparams)), nothing)
@adjoint literal_getproperty(c::Camera, ::Val{:vfov}) =
getproperty(c, :vfov), Δ -> (Camera(zero(c.lookfrom), zero(c.lookat), Δ, zero(c.focus),
zero(c.fixedparams)), nothing)
@adjoint literal_getproperty(c::Camera, ::Val{:focus}) =
getproperty(c, :focus), Δ -> (Camera(zero(c.lookfrom), zero(c.lookat), zero(c.vfov), Δ,
zero(c.fixedparams)), nothing)
@adjoint literal_getproperty(c::Camera, ::Val{:fixedparams}) =
getproperty(c, :fixedparams), Δ -> (Camera(zero(c.lookfrom), zero(c.lookat), zero(c.vfov),
zero(c.focus), Δ), nothing)
@adjoint FixedCameraParams(vup, w, h) =
FixedCameraParams(vup, w, h), Δ -> (Δ.vup, Δ.width, Δ.height)
@adjoint literal_getproperty(fcp::FixedCameraParams, ::Val{f}) where {f} =
getproperty(fcp, f), Δ -> (zero(fcp), nothing)
# ------- #
# ImUtils #
# ------- #
@adjoint function zeroonenorm(x)
mini, indmin = findmin(x)
maxi, indmax = findmax(x)
res = (x .- mini) ./ (maxi - mini)
function ∇zeroonenorm(Δ)
∇x = similar(x)
fill!(∇x, 1 / (maxi - mini))
res1 = (x .- maxi) ./ (maxi - mini)^2
∇x[indmin] = sum(res1) - minimum(res1)
res2 = - res ./ (maxi - mini)
∇x[indmax] = sum(res2) - minimum(res2)
return (∇x .* Δ, )
end
return res, ∇zeroonenorm
end
# ----------------- #
# General Functions #
# ----------------- #
for func in (:findmin, :findmax)
@eval begin
@adjoint function $(func)(xs::AbstractArray; dims = :)
y = $(func)(xs, dims = dims)
function dfunc(Δ)
res = zero(xs)
res[y[2]] .= Δ[1]
return (res, nothing)
end
return y, dfunc
end
end
end
@adjoint reducehcat(x) = reduce(hcat, x), Δ -> ([Δ[:, i] for i in 1:length(x)], )
@adjoint push!(arr, val) = push!(arr, val), Δ -> (Δ[1:end-1], Δ[end])
@nograd fill
@nograd function update_index!(arr, i, j, val)
arr[i, j] = val
end
| [
27,
34345,
29,
10677,
14,
9744,
2334,
14,
7357,
70,
1258,
13,
20362,
198,
11748,
7308,
13,
1136,
26745,
198,
11748,
7308,
13,
19796,
1084,
198,
11748,
7308,
13,
19796,
9806,
198,
11748,
7308,
13,
14689,
0,
198,
198,
3500,
1168,
35641,
1258,
25,
2488,
41255,
1563,
11,
2488,
77,
519,
6335,
198,
198,
11748,
1168,
35641,
1258,
13,
18250,
1691,
62,
1136,
26745,
198,
198,
2,
13498,
1303,
198,
2,
38692,
18,
1303,
198,
2,
13498,
1303,
198,
198,
2,
18281,
284,
3368,
2147,
287,
262,
31312,
2233,
284,
2170,
368,
897,
198,
31,
41255,
1563,
1263,
76,
377,
7,
87,
3712,
51,
8,
810,
1391,
51,
92,
796,
1263,
76,
377,
7,
87,
828,
37455,
4613,
357,
22570,
7,
51,
828,
8,
198,
198,
31,
41255,
1563,
38692,
18,
7,
64,
11,
275,
11,
269,
8,
796,
38692,
18,
7,
64,
11,
275,
11,
269,
828,
37455,
4613,
357,
138,
242,
13,
87,
11,
37455,
13,
88,
11,
37455,
13,
89,
8,
198,
198,
31,
41255,
1563,
18875,
62,
1136,
26745,
7,
85,
3712,
53,
721,
18,
11,
7904,
7762,
90,
25,
87,
30072,
796,
198,
220,
220,
220,
651,
26745,
7,
85,
11,
1058,
87,
828,
37455,
4613,
357,
53,
721,
18,
7,
138,
242,
11,
6632,
7,
85,
13,
88,
828,
6632,
7,
85,
13,
89,
36911,
2147,
8,
198,
198,
31,
41255,
1563,
18875,
62,
1136,
26745,
7,
85,
3712,
53,
721,
18,
11,
7904,
7762,
90,
25,
88,
30072,
796,
198,
220,
220,
220,
651,
26745,
7,
85,
11,
1058,
88,
828,
37455,
4613,
357,
53,
721,
18,
7,
22570,
7,
85,
13,
87,
828,
37455,
11,
6632,
7,
85,
13,
89,
36911,
2147,
8,
198,
198,
31,
41255,
1563,
18875,
62,
1136,
26745,
7,
85,
3712,
53,
721,
18,
11,
7904,
7762,
90,
25,
89,
30072,
796,
198,
220,
220,
220,
651,
26745,
7,
85,
11,
1058,
89,
828,
37455,
4613,
357,
53,
721,
18,
7,
22570,
7,
85,
13,
87,
828,
6632,
7,
85,
13,
88,
828,
37455,
828,
2147,
8,
198,
198,
31,
41255,
1563,
2163,
16605,
7,
64,
3712,
53,
721,
18,
11,
275,
3712,
53,
721,
18,
8,
197,
198,
220,
220,
220,
16605,
7,
64,
11,
275,
828,
37455,
4613,
2221,
197,
198,
220,
220,
220,
220,
220,
220,
220,
37455,
796,
3975,
7,
87,
4613,
318,
22366,
7,
87,
8,
5633,
6632,
7,
417,
4906,
7,
64,
13,
87,
4008,
1058,
2124,
11,
37455,
8,
197,
198,
220,
220,
220,
220,
220,
220,
220,
256,
16,
796,
37455,
1635,
275,
197,
198,
220,
220,
220,
220,
220,
220,
220,
256,
17,
796,
37455,
1635,
257,
197,
198,
220,
220,
220,
220,
220,
220,
220,
611,
4129,
7,
64,
13,
87,
8,
14512,
4129,
7,
83,
16,
13,
87,
8,
197,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
256,
16,
796,
38692,
18,
7,
16345,
7,
83,
16,
13,
87,
828,
2160,
7,
83,
16,
13,
88,
828,
2160,
7,
83,
16,
13,
89,
4008,
197,
198,
220,
220,
220,
220,
220,
220,
220,
886,
197,
198,
220,
220,
220,
220,
220,
220,
220,
611,
4129,
7,
65,
13,
87,
8,
14512,
4129,
7,
83,
17,
13,
87,
8,
197,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
256,
17,
796,
38692,
18,
7,
16345,
7,
83,
17,
13,
87,
828,
2160,
7,
83,
17,
13,
88,
828,
2160,
7,
83,
17,
13,
89,
4008,
197,
198,
220,
220,
220,
220,
220,
220,
220,
886,
197,
198,
220,
220,
220,
220,
220,
220,
220,
1441,
357,
83,
16,
11,
256,
17,
8,
197,
198,
220,
220,
220,
886,
197,
198,
437,
198,
220,
220,
220,
220,
198,
2,
383,
4007,
286,
428,
9224,
1563,
318,
284,
4155,
2099,
32278,
2499,
198,
2,
287,
262,
19528,
1208,
198,
31,
41255,
1563,
2163,
3272,
7,
64,
3712,
53,
721,
18,
90,
51,
5512,
275,
3712,
53,
721,
18,
90,
51,
30072,
810,
1391,
51,
92,
198,
220,
220,
220,
3272,
7,
64,
11,
275,
828,
37455,
4613,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
18872,
229,
64,
796,
6632,
7,
64,
8,
198,
220,
220,
220,
220,
220,
220,
220,
18872,
229,
65,
796,
6632,
7,
65,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2124,
796,
357,
138,
242,
13,
89,
764,
9,
275,
13,
88,
8,
764,
12,
357,
138,
242,
13,
88,
764,
9,
275,
13,
89,
8,
198,
220,
220,
220,
220,
220,
220,
220,
331,
796,
357,
138,
242,
13,
87,
764,
9,
275,
13,
89,
8,
764,
12,
357,
138,
242,
13,
89,
764,
9,
275,
13,
87,
8,
198,
220,
220,
220,
220,
220,
220,
220,
1976,
796,
357,
138,
242,
13,
88,
764,
9,
275,
13,
87,
8,
764,
12,
357,
138,
242,
13,
87,
764,
9,
275,
13,
88,
8,
198,
220,
220,
220,
220,
220,
220,
220,
611,
4129,
7,
64,
13,
87,
8,
6624,
352,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
18872,
229,
64,
13,
87,
764,
28,
2160,
7,
87,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
18872,
229,
64,
13,
88,
764,
28,
2160,
7,
88,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
18872,
229,
64,
13,
89,
764,
28,
2160,
7,
89,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2073,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
18872,
229,
64,
13,
87,
764,
28,
2124,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
18872,
229,
64,
13,
88,
764,
28,
331,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
18872,
229,
64,
13,
89,
764,
28,
1976,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
2124,
796,
357,
138,
242,
13,
88,
764,
9,
257,
13,
89,
8,
764,
12,
357,
138,
242,
13,
89,
764,
9,
257,
13,
88,
8,
198,
220,
220,
220,
220,
220,
220,
220,
331,
796,
357,
138,
242,
13,
89,
764,
9,
257,
13,
87,
8,
764,
12,
357,
138,
242,
13,
87,
764,
9,
257,
13,
89,
8,
198,
220,
220,
220,
220,
220,
220,
220,
1976,
796,
357,
138,
242,
13,
87,
764,
9,
257,
13,
88,
8,
764,
12,
357,
138,
242,
13,
88,
764,
9,
257,
13,
87,
8,
198,
220,
220,
220,
220,
220,
220,
220,
611,
4129,
7,
65,
13,
87,
8,
6624,
352,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
18872,
229,
65,
13,
87,
764,
28,
2160,
7,
87,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
18872,
229,
65,
13,
88,
764,
28,
2160,
7,
88,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
18872,
229,
65,
13,
89,
764,
28,
2160,
7,
89,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2073,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
18872,
229,
65,
13,
87,
764,
28,
2124,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
18872,
229,
65,
13,
88,
764,
28,
331,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
18872,
229,
65,
13,
89,
764,
28,
1976,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
1441,
357,
24861,
229,
64,
11,
18872,
229,
65,
8,
198,
220,
220,
220,
886,
198,
437,
198,
198,
31,
41255,
1563,
1295,
7,
64,
3712,
53,
721,
18,
11,
1779,
8,
796,
1295,
7,
64,
11,
1779,
828,
37455,
4613,
357,
53,
721,
18,
7,
138,
242,
13,
87,
58,
17561,
4357,
37455,
13,
88,
58,
17561,
4357,
37455,
13,
89,
58,
17561,
46570,
2147,
8,
198,
198,
31,
41255,
1563,
1295,
7,
64,
3712,
19182,
11,
1779,
8,
796,
1295,
7,
64,
11,
1779,
828,
37455,
4613,
357,
138,
242,
58,
17561,
4357,
2147,
8,
198,
198,
31,
41255,
1563,
1295,
62,
312,
87,
0,
7,
64,
3712,
53,
721,
18,
11,
275,
3712,
53,
721,
18,
11,
4686,
87,
8,
796,
1295,
62,
312,
87,
0,
7,
64,
11,
275,
11,
4686,
87,
828,
37455,
4613,
357,
22570,
7,
138,
242,
828,
38692,
18,
7,
138,
242,
58,
312,
87,
60,
986,
828,
2147,
8,
198,
198,
2,
37404,
1303,
198,
2,
4401,
1303,
198,
2,
37404,
1303,
198,
198,
2,
220,
26171,
1303,
198,
2,
532,
6252,
15047,
532,
1303,
198,
2,
220,
26171,
1303,
198,
198,
31,
41255,
1563,
6252,
15047,
7,
8043,
3712,
53,
721,
18,
11,
12245,
11,
1426,
3712,
53,
721,
18,
8,
796,
198,
220,
220,
220,
6252,
15047,
7,
8043,
11,
12245,
11,
1426,
828,
37455,
4613,
357,
138,
242,
13,
8043,
11,
37455,
13,
47799,
11,
37455,
13,
9150,
8,
198,
198,
31,
41255,
1563,
18875,
62,
1136,
26745,
7,
79,
3712,
12727,
15047,
11,
7904,
7762,
90,
25,
8043,
30072,
796,
198,
220,
220,
220,
651,
26745,
7,
79,
11,
1058,
8043,
828,
37455,
4613,
357,
12727,
15047,
7,
138,
242,
11,
6632,
7,
79,
13,
47799,
828,
6632,
7,
79,
13,
9150,
36911,
2147,
8,
198,
198,
31,
41255,
1563,
18875,
62,
1136,
26745,
7,
79,
3712,
12727,
15047,
11,
7904,
7762,
90,
25,
47799,
30072,
796,
198,
220,
220,
220,
651,
26745,
7,
79,
11,
1058,
47799,
828,
37455,
4613,
357,
12727,
15047,
7,
22570,
7,
79,
13,
8043,
828,
37455,
11,
6632,
7,
79,
13,
9150,
36911,
2147,
8,
198,
198,
31,
41255,
1563,
18875,
62,
1136,
26745,
7,
79,
3712,
12727,
15047,
11,
7904,
7762,
90,
25,
9150,
30072,
796,
198,
220,
220,
220,
651,
26745,
7,
79,
11,
1058,
9150,
828,
37455,
4613,
357,
12727,
15047,
7,
22570,
7,
79,
13,
8043,
828,
6632,
7,
79,
13,
47799,
828,
37455,
828,
2147,
8,
198,
198,
2,
34400,
1303,
198,
2,
532,
4307,
415,
15047,
532,
1303,
198,
2,
34400,
1303,
198,
198,
31,
41255,
1563,
4307,
415,
15047,
7,
8043,
3712,
53,
721,
18,
11,
12245,
11,
4571,
3712,
53,
721,
18,
8,
796,
198,
220,
220,
220,
4307,
415,
15047,
7,
8043,
11,
12245,
11,
4571,
828,
37455,
4613,
357,
138,
242,
13,
8043,
11,
37455,
13,
47799,
11,
37455,
13,
37295,
8,
198,
198,
31,
41255,
1563,
18875,
62,
1136,
26745,
7,
67,
3712,
35,
10167,
15047,
11,
7904,
7762,
90,
25,
8043,
30072,
796,
198,
220,
220,
220,
651,
26745,
7,
67,
11,
1058,
8043,
828,
37455,
4613,
357,
35,
10167,
15047,
7,
138,
242,
11,
6632,
7,
67,
13,
47799,
828,
6632,
7,
67,
13,
37295,
36911,
2147,
8,
198,
198,
31,
41255,
1563,
18875,
62,
1136,
26745,
7,
67,
3712,
35,
10167,
15047,
11,
7904,
7762,
90,
25,
47799,
30072,
796,
198,
220,
220,
220,
651,
26745,
7,
67,
11,
1058,
47799,
828,
37455,
4613,
357,
35,
10167,
15047,
7,
22570,
7,
67,
13,
8043,
828,
37455,
11,
6632,
7,
67,
13,
37295,
36911,
2147,
8,
198,
198,
31,
41255,
1563,
18875,
62,
1136,
26745,
7,
67,
3712,
35,
10167,
15047,
11,
7904,
7762,
90,
25,
37295,
30072,
796,
198,
220,
220,
220,
651,
26745,
7,
67,
11,
1058,
37295,
828,
37455,
4613,
357,
35,
10167,
15047,
7,
22570,
7,
67,
13,
8043,
828,
6632,
7,
67,
13,
47799,
828,
37455,
828,
2147,
8,
198,
198,
2,
24200,
1303,
198,
2,
14633,
1303,
198,
2,
24200,
1303,
198,
198,
31,
41255,
1563,
14633,
7,
8043,
62,
4131,
1153,
11,
3124,
62,
26069,
1904,
11,
3124,
62,
4125,
10440,
11,
1020,
934,
62,
11201,
3471,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
14580,
11,
11743,
62,
4131,
1153,
11,
11743,
62,
26069,
1904,
11,
11743,
62,
4125,
10440,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
334,
85,
62,
37652,
17540,
8,
796,
198,
220,
220,
220,
14633,
7,
8043,
62,
4131,
1153,
11,
3124,
62,
26069,
1904,
11,
3124,
62,
4125,
10440,
11,
1020,
934,
62,
11201,
3471,
11,
14580,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
11743,
62,
4131,
1153,
11,
11743,
62,
26069,
1904,
11,
11743,
62,
4125,
10440,
11,
334,
85,
62,
37652,
17540,
828,
198,
220,
220,
220,
37455,
4613,
357,
138,
242,
13,
8043,
62,
4131,
1153,
11,
37455,
13,
8043,
62,
26069,
1904,
11,
37455,
13,
8043,
62,
4125,
10440,
11,
37455,
13,
4125,
10440,
62,
11201,
3471,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
37455,
13,
5420,
1564,
11,
37455,
13,
41293,
62,
4131,
1153,
11,
37455,
13,
41293,
62,
26069,
1904,
11,
37455,
13,
41293,
62,
4125,
10440,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
37455,
13,
14795,
62,
37652,
17540,
8,
198,
198,
31,
41255,
1563,
18875,
62,
1136,
26745,
7,
76,
3712,
17518,
11,
7904,
7762,
90,
25,
8043,
62,
4131,
1153,
30072,
796,
198,
220,
220,
220,
651,
26745,
7,
76,
11,
1058,
8043,
62,
4131,
1153,
828,
37455,
4613,
357,
17518,
7,
138,
242,
11,
6632,
7,
76,
13,
8043,
62,
26069,
1904,
828,
6632,
7,
76,
13,
8043,
62,
4125,
10440,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
6632,
7,
76,
13,
4125,
10440,
62,
11201,
3471,
828,
6632,
7,
76,
13,
5420,
1564,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
318,
22366,
7,
76,
13,
41293,
62,
4131,
1153,
8,
5633,
2147,
1058,
6632,
7,
76,
13,
41293,
62,
4131,
1153,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
318,
22366,
7,
76,
13,
41293,
62,
26069,
1904,
8,
5633,
2147,
1058,
6632,
7,
76,
13,
41293,
62,
26069,
1904,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
318,
22366,
7,
76,
13,
41293,
62,
4125,
10440,
8,
5633,
2147,
1058,
6632,
7,
76,
13,
41293,
62,
4125,
10440,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
318,
22366,
7,
76,
13,
14795,
62,
37652,
17540,
8,
5633,
2147,
1058,
6632,
12195,
76,
13,
14795,
62,
37652,
17540,
36911,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2147,
8,
198,
198,
31,
41255,
1563,
18875,
62,
1136,
26745,
7,
76,
3712,
17518,
11,
7904,
7762,
90,
25,
8043,
62,
26069,
1904,
30072,
796,
198,
220,
220,
220,
651,
26745,
7,
76,
11,
1058,
8043,
62,
26069,
1904,
828,
37455,
4613,
357,
17518,
7,
22570,
7,
76,
13,
8043,
62,
4131,
1153,
828,
37455,
11,
6632,
7,
76,
13,
8043,
62,
4125,
10440,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
6632,
7,
76,
13,
4125,
10440,
62,
11201,
3471,
828,
6632,
7,
76,
13,
5420,
1564,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
318,
22366,
7,
76,
13,
41293,
62,
4131,
1153,
8,
5633,
2147,
1058,
6632,
7,
76,
13,
41293,
62,
4131,
1153,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
318,
22366,
7,
76,
13,
41293,
62,
26069,
1904,
8,
5633,
2147,
1058,
6632,
7,
76,
13,
41293,
62,
26069,
1904,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
318,
22366,
7,
76,
13,
41293,
62,
4125,
10440,
8,
5633,
2147,
1058,
6632,
7,
76,
13,
41293,
62,
4125,
10440,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
318,
22366,
7,
76,
13,
14795,
62,
37652,
17540,
8,
5633,
2147,
1058,
6632,
12195,
76,
13,
14795,
62,
37652,
17540,
36911,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2147,
8,
198,
198,
31,
41255,
1563,
18875,
62,
1136,
26745,
7,
76,
3712,
17518,
11,
7904,
7762,
90,
25,
8043,
62,
4125,
10440,
30072,
796,
198,
220,
220,
220,
651,
26745,
7,
76,
11,
1058,
8043,
62,
4125,
10440,
828,
37455,
4613,
357,
17518,
7,
22570,
7,
76,
13,
8043,
62,
4131,
1153,
828,
6632,
7,
76,
13,
8043,
62,
26069,
1904,
828,
37455,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
6632,
7,
76,
13,
4125,
10440,
62,
11201,
3471,
828,
6632,
7,
76,
13,
5420,
1564,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
318,
22366,
7,
76,
13,
41293,
62,
4131,
1153,
8,
5633,
2147,
1058,
6632,
7,
76,
13,
41293,
62,
4131,
1153,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
318,
22366,
7,
76,
13,
41293,
62,
26069,
1904,
8,
5633,
2147,
1058,
6632,
7,
76,
13,
41293,
62,
26069,
1904,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
318,
22366,
7,
76,
13,
41293,
62,
4125,
10440,
8,
5633,
2147,
1058,
6632,
7,
76,
13,
41293,
62,
4125,
10440,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
318,
22366,
7,
76,
13,
14795,
62,
37652,
17540,
8,
5633,
2147,
1058,
6632,
12195,
76,
13,
14795,
62,
37652,
17540,
36911,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2147,
8,
198,
220,
220,
220,
220,
198,
31,
41255,
1563,
18875,
62,
1136,
26745,
7,
76,
3712,
17518,
11,
7904,
7762,
90,
25,
4125,
10440,
62,
11201,
3471,
30072,
796,
198,
220,
220,
220,
651,
26745,
7,
76,
11,
1058,
4125,
10440,
62,
11201,
3471,
828,
37455,
4613,
357,
17518,
7,
22570,
7,
76,
13,
8043,
62,
4131,
1153,
828,
6632,
7,
76,
13,
8043,
62,
26069,
1904,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
6632,
7,
76,
13,
8043,
62,
4125,
10440,
828,
37455,
11,
6632,
7,
76,
13,
5420,
1564,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
318,
22366,
7,
76,
13,
41293,
62,
4131,
1153,
8,
5633,
2147,
1058,
6632,
7,
76,
13,
41293,
62,
4131,
1153,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
318,
22366,
7,
76,
13,
41293,
62,
26069,
1904,
8,
5633,
2147,
1058,
6632,
7,
76,
13,
41293,
62,
26069,
1904,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
318,
22366,
7,
76,
13,
41293,
62,
4125,
10440,
8,
5633,
2147,
1058,
6632,
7,
76,
13,
41293,
62,
4125,
10440,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
318,
22366,
7,
76,
13,
14795,
62,
37652,
17540,
8,
5633,
2147,
1058,
6632,
12195,
76,
13,
14795,
62,
37652,
17540,
36911,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2147,
8,
198,
198,
31,
41255,
1563,
18875,
62,
1136,
26745,
7,
76,
3712,
17518,
11,
7904,
7762,
90,
25,
5420,
1564,
30072,
796,
198,
220,
220,
220,
651,
26745,
7,
76,
11,
1058,
5420,
1564,
828,
37455,
4613,
357,
17518,
7,
22570,
7,
76,
13,
8043,
62,
4131,
1153,
828,
6632,
7,
76,
13,
8043,
62,
26069,
1904,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
6632,
7,
76,
13,
8043,
62,
4125,
10440,
828,
6632,
7,
76,
13,
4125,
10440,
62,
11201,
3471,
828,
37455,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
318,
22366,
7,
76,
13,
41293,
62,
4131,
1153,
8,
5633,
2147,
1058,
6632,
7,
76,
13,
41293,
62,
4131,
1153,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
318,
22366,
7,
76,
13,
41293,
62,
26069,
1904,
8,
5633,
2147,
1058,
6632,
7,
76,
13,
41293,
62,
26069,
1904,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
318,
22366,
7,
76,
13,
41293,
62,
4125,
10440,
8,
5633,
2147,
1058,
6632,
7,
76,
13,
41293,
62,
4125,
10440,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
318,
22366,
7,
76,
13,
14795,
62,
37652,
17540,
8,
5633,
2147,
1058,
6632,
12195,
76,
13,
14795,
62,
37652,
17540,
36911,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2147,
8,
198,
198,
31,
41255,
1563,
18875,
62,
1136,
26745,
7,
76,
3712,
17518,
11,
7904,
7762,
90,
25,
41293,
62,
4131,
1153,
30072,
796,
198,
220,
220,
220,
651,
26745,
7,
76,
11,
1058,
41293,
62,
4131,
1153,
828,
37455,
4613,
357,
17518,
7,
22570,
7,
76,
13,
8043,
62,
4131,
1153,
828,
6632,
7,
76,
13,
8043,
62,
26069,
1904,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
6632,
7,
76,
13,
8043,
62,
4125,
10440,
828,
6632,
7,
76,
13,
4125,
10440,
62,
11201,
3471,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
6632,
7,
76,
13,
5420,
1564,
828,
37455,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
318,
22366,
7,
76,
13,
41293,
62,
26069,
1904,
8,
5633,
2147,
1058,
6632,
7,
76,
13,
41293,
62,
26069,
1904,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
318,
22366,
7,
76,
13,
41293,
62,
4125,
10440,
8,
5633,
2147,
1058,
6632,
7,
76,
13,
41293,
62,
4125,
10440,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
318,
22366,
7,
76,
13,
14795,
62,
37652,
17540,
8,
5633,
2147,
1058,
6632,
12195,
76,
13,
14795,
62,
37652,
17540,
36911,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2147,
8,
198,
198,
31,
41255,
1563,
18875,
62,
1136,
26745,
7,
76,
3712,
17518,
11,
7904,
7762,
90,
25,
41293,
62,
26069,
1904,
30072,
796,
198,
220,
220,
220,
651,
26745,
7,
76,
11,
1058,
41293,
62,
26069,
1904,
828,
37455,
4613,
357,
17518,
7,
22570,
7,
76,
13,
8043,
62,
4131,
1153,
828,
6632,
7,
76,
13,
8043,
62,
26069,
1904,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
6632,
7,
76,
13,
8043,
62,
4125,
10440,
828,
6632,
7,
76,
13,
4125,
10440,
62,
11201,
3471,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
6632,
7,
76,
13,
5420,
1564,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
318,
22366,
7,
76,
13,
41293,
62,
4131,
1153,
8,
5633,
2147,
1058,
6632,
7,
76,
13,
41293,
62,
4131,
1153,
828,
37455,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
318,
22366,
7,
76,
13,
41293,
62,
4125,
10440,
8,
5633,
2147,
1058,
6632,
7,
76,
13,
41293,
62,
4125,
10440,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
318,
22366,
7,
76,
13,
14795,
62,
37652,
17540,
8,
5633,
2147,
1058,
6632,
12195,
76,
13,
14795,
62,
37652,
17540,
36911,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2147,
8,
198,
198,
31,
41255,
1563,
18875,
62,
1136,
26745,
7,
76,
3712,
17518,
11,
7904,
7762,
90,
25,
41293,
62,
4125,
10440,
30072,
796,
198,
220,
220,
220,
651,
26745,
7,
76,
11,
1058,
41293,
62,
4125,
10440,
828,
37455,
4613,
357,
17518,
7,
22570,
7,
76,
13,
8043,
62,
4131,
1153,
828,
6632,
7,
76,
13,
8043,
62,
26069,
1904,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
6632,
7,
76,
13,
8043,
62,
4125,
10440,
828,
6632,
7,
76,
13,
4125,
10440,
62,
11201,
3471,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
6632,
7,
76,
13,
5420,
1564,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
318,
22366,
7,
76,
13,
41293,
62,
4131,
1153,
8,
5633,
2147,
1058,
6632,
7,
76,
13,
41293,
62,
4131,
1153,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
318,
22366,
7,
76,
13,
41293,
62,
26069,
1904,
8,
5633,
2147,
1058,
6632,
7,
76,
13,
41293,
62,
26069,
1904,
828,
37455,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
318,
22366,
7,
76,
13,
14795,
62,
37652,
17540,
8,
5633,
2147,
1058,
6632,
12195,
76,
13,
14795,
62,
37652,
17540,
36911,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2147,
8,
198,
198,
31,
41255,
1563,
18875,
62,
1136,
26745,
7,
76,
3712,
17518,
11,
7904,
7762,
90,
25,
14795,
62,
37652,
17540,
30072,
796,
198,
220,
220,
220,
651,
26745,
7,
76,
11,
1058,
14795,
62,
37652,
17540,
828,
37455,
4613,
357,
17518,
7,
22570,
7,
76,
13,
8043,
62,
4131,
1153,
828,
6632,
7,
76,
13,
8043,
62,
26069,
1904,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
6632,
7,
76,
13,
8043,
62,
4125,
10440,
828,
6632,
7,
76,
13,
4125,
10440,
62,
11201,
3471,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
6632,
7,
76,
13,
5420,
1564,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
318,
22366,
7,
76,
13,
41293,
62,
4131,
1153,
8,
5633,
2147,
1058,
6632,
7,
76,
13,
41293,
62,
4131,
1153,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
318,
22366,
7,
76,
13,
41293,
62,
26069,
1904,
8,
5633,
2147,
1058,
6632,
7,
76,
13,
41293,
62,
26069,
1904,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
318,
22366,
7,
76,
13,
41293,
62,
4125,
10440,
8,
5633,
2147,
1058,
6632,
7,
76,
13,
41293,
62,
4125,
10440,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
37455,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2147,
8,
198,
2,
35656,
1303,
198,
2,
35832,
1303,
198,
2,
35656,
1303,
198,
198,
2,
24200,
438,
1303,
198,
2,
532,
31798,
532,
1303,
198,
2,
24200,
438,
1303,
198,
198,
31,
41255,
1563,
31798,
7,
16159,
11,
16874,
11,
2587,
3712,
17518,
8,
796,
198,
220,
220,
220,
31798,
7,
16159,
11,
16874,
11,
2587,
828,
37455,
4613,
357,
138,
242,
13,
2777,
1456,
11,
37455,
13,
42172,
11,
37455,
13,
33665,
8,
198,
198,
31,
41255,
1563,
18875,
62,
1136,
26745,
7,
82,
3712,
38882,
11,
7904,
7762,
90,
25,
16159,
30072,
796,
198,
220,
220,
220,
651,
26745,
7,
82,
11,
1058,
16159,
828,
37455,
4613,
357,
38882,
7,
138,
242,
11,
6632,
7,
82,
13,
42172,
828,
6632,
7,
82,
13,
33665,
36911,
2147,
8,
198,
198,
31,
41255,
1563,
18875,
62,
1136,
26745,
7,
82,
3712,
38882,
11,
7904,
7762,
90,
25,
42172,
30072,
796,
198,
220,
220,
220,
651,
26745,
7,
82,
11,
1058,
42172,
828,
37455,
4613,
357,
38882,
7,
22570,
7,
82,
13,
16159,
828,
37455,
11,
6632,
7,
82,
13,
33665,
36911,
2147,
8,
198,
198,
31,
41255,
1563,
18875,
62,
1136,
26745,
7,
82,
3712,
38882,
11,
7904,
7762,
90,
25,
33665,
30072,
796,
198,
220,
220,
220,
651,
26745,
7,
82,
11,
1058,
33665,
828,
37455,
4613,
357,
38882,
7,
22570,
7,
82,
13,
16159,
828,
6632,
7,
82,
13,
42172,
828,
37455,
828,
2147,
8,
198,
220,
220,
220,
220,
198,
2,
220,
10541,
1303,
198,
2,
532,
33233,
532,
1303,
198,
2,
220,
10541,
1303,
198,
220,
220,
198,
31,
41255,
1563,
33233,
7,
85,
16,
11,
410,
17,
11,
410,
18,
11,
2587,
3712,
17518,
8,
796,
198,
220,
220,
220,
33233,
7,
85,
16,
11,
410,
17,
11,
410,
18,
11,
2587,
828,
37455,
4613,
357,
138,
242,
13,
85,
16,
11,
37455,
13,
85,
17,
11,
37455,
13,
85,
18,
11,
37455,
13,
33665,
8,
198,
198,
31,
41255,
1563,
18875,
62,
1136,
26745,
7,
83,
3712,
14824,
9248,
11,
7904,
7762,
90,
25,
85,
16,
30072,
796,
198,
220,
220,
220,
651,
26745,
7,
83,
11,
1058,
85,
16,
828,
37455,
4613,
357,
14824,
9248,
7,
138,
242,
11,
6632,
7,
83,
13,
85,
17,
828,
6632,
7,
83,
13,
85,
18,
828,
6632,
7,
83,
13,
33665,
36911,
2147,
8,
198,
198,
31,
41255,
1563,
18875,
62,
1136,
26745,
7,
83,
3712,
14824,
9248,
11,
7904,
7762,
90,
25,
85,
17,
30072,
796,
198,
220,
220,
220,
651,
26745,
7,
83,
11,
1058,
85,
17,
828,
37455,
4613,
357,
14824,
9248,
7,
22570,
7,
83,
13,
85,
16,
828,
37455,
11,
6632,
7,
83,
13,
85,
18,
828,
6632,
7,
83,
13,
33665,
36911,
2147,
8,
198,
198,
31,
41255,
1563,
18875,
62,
1136,
26745,
7,
83,
3712,
14824,
9248,
11,
7904,
7762,
90,
25,
85,
18,
30072,
796,
198,
220,
220,
220,
651,
26745,
7,
83,
11,
1058,
85,
18,
828,
37455,
4613,
357,
14824,
9248,
7,
22570,
7,
83,
13,
85,
16,
828,
6632,
7,
83,
13,
85,
17,
828,
37455,
11,
6632,
7,
83,
13,
33665,
36911,
2147,
8,
198,
198,
31,
41255,
1563,
18875,
62,
1136,
26745,
7,
83,
3712,
14824,
9248,
11,
7904,
7762,
90,
25,
33665,
30072,
796,
198,
220,
220,
220,
651,
26745,
7,
83,
11,
1058,
33665,
828,
37455,
4613,
357,
14824,
9248,
7,
22570,
7,
83,
13,
85,
16,
828,
6632,
7,
83,
13,
85,
17,
828,
6632,
7,
83,
13,
85,
18,
828,
37455,
828,
2147,
8,
198,
198,
2,
34400,
1303,
198,
2,
532,
33233,
37031,
532,
1303,
198,
2,
34400,
1303,
198,
198,
2,
28,
198,
31,
41255,
1563,
33233,
37031,
7,
17209,
11,
2603,
11,
10117,
3149,
8,
796,
198,
220,
220,
220,
33233,
37031,
7,
17209,
11,
2603,
11,
10117,
3149,
828,
37455,
4613,
357,
138,
242,
13,
28461,
648,
4817,
62,
76,
5069,
11,
37455,
13,
33665,
11,
37455,
13,
701,
3149,
8,
198,
198,
31,
41255,
1563,
2163,
18875,
62,
1136,
26745,
7,
83,
3712,
14824,
9248,
37031,
11,
7904,
7762,
90,
25,
28461,
648,
4817,
62,
76,
5069,
30072,
198,
220,
220,
220,
256,
76,
796,
651,
26745,
7,
83,
11,
1058,
28461,
648,
4817,
62,
76,
5069,
8,
198,
220,
220,
220,
1976,
796,
1288,
4906,
7,
17209,
58,
16,
4083,
85,
16,
13,
87,
8,
198,
220,
220,
220,
2603,
796,
14633,
7,
3646,
391,
10258,
7,
81,
22296,
7,
89,
36911,
1976,
8,
198,
220,
220,
220,
1441,
256,
76,
11,
37455,
4613,
357,
14824,
9248,
37031,
7,
138,
242,
11,
2603,
11,
10832,
14824,
9248,
37031,
10044,
4105,
7,
7390,
35,
713,
22784,
685,
53,
721,
18,
7,
89,
8,
12962,
828,
2147,
8,
198,
437,
198,
198,
31,
41255,
1563,
2163,
18875,
62,
1136,
26745,
7,
83,
3712,
14824,
9248,
37031,
11,
7904,
7762,
90,
25,
33665,
30072,
198,
220,
220,
220,
2603,
796,
651,
26745,
7,
83,
11,
1058,
33665,
8,
198,
220,
220,
220,
1976,
796,
1288,
4906,
7,
83,
13,
28461,
648,
4817,
62,
76,
5069,
58,
16,
4083,
85,
16,
13,
87,
8,
198,
220,
220,
220,
256,
76,
796,
685,
14824,
9248,
26933,
53,
721,
18,
7,
89,
15437,
23029,
329,
4808,
287,
352,
25,
13664,
7,
83,
13,
28461,
648,
4817,
62,
76,
5069,
15437,
198,
220,
220,
220,
1441,
2603,
11,
37455,
4613,
357,
14824,
9248,
37031,
7,
17209,
11,
37455,
11,
10832,
14824,
9248,
37031,
10044,
4105,
7,
7390,
35,
713,
22784,
685,
53,
721,
18,
7,
89,
8,
12962,
828,
2147,
8,
198,
437,
198,
198,
31,
41255,
1563,
2163,
18875,
62,
1136,
26745,
7,
83,
3712,
14824,
9248,
37031,
11,
7904,
7762,
90,
25,
701,
3149,
30072,
198,
220,
220,
220,
1976,
796,
1288,
4906,
7,
83,
13,
28461,
648,
4817,
62,
76,
5069,
58,
16,
4083,
85,
16,
13,
87,
8,
198,
220,
220,
220,
2603,
796,
14633,
7,
3646,
391,
10258,
7,
81,
22296,
7,
89,
36911,
1976,
8,
198,
220,
220,
220,
256,
76,
796,
685,
14824,
9248,
26933,
53,
721,
18,
7,
89,
15437,
23029,
329,
4808,
287,
352,
25,
13664,
7,
83,
13,
28461,
648,
4817,
62,
76,
5069,
15437,
198,
220,
220,
220,
1441,
651,
26745,
7,
83,
11,
1058,
701,
3149,
828,
37455,
4613,
357,
14824,
9248,
37031,
7,
17209,
11,
2603,
11,
37455,
828,
2147,
8,
198,
437,
198,
198,
31,
41255,
1563,
10832,
14824,
9248,
37031,
10044,
4105,
7,
271,
478,
11,
299,
8,
796,
198,
220,
220,
220,
10832,
14824,
9248,
37031,
10044,
4105,
7,
271,
478,
11,
299,
828,
37455,
4613,
357,
138,
242,
13,
271,
478,
11,
37455,
13,
77,
8,
198,
198,
2,
383,
3915,
2334,
329,
428,
42287,
389,
1239,
973,
523,
6070,
606,
351,
1997,
355,
890,
198,
2,
355,
484,
389,
6414,
351,
262,
3858,
198,
31,
41255,
1563,
18875,
62,
1136,
26745,
7,
701,
3149,
3712,
13715,
14824,
9248,
37031,
10044,
4105,
11,
7904,
7762,
90,
69,
30072,
810,
1391,
69,
92,
796,
198,
220,
220,
220,
651,
26745,
7,
701,
3149,
11,
277,
828,
37455,
4613,
357,
13715,
14824,
9248,
37031,
10044,
4105,
7,
7390,
35,
713,
22784,
10117,
3149,
13,
27237,
874,
58,
16,
25,
16,
60,
4008,
198,
46249,
198,
198,
2,
40103,
1303,
198,
2,
20432,
1303,
198,
2,
40103,
1303,
198,
198,
31,
41255,
1563,
20432,
7,
1652,
11,
8591,
11,
410,
69,
709,
11,
2962,
11,
277,
79,
8,
796,
198,
220,
220,
220,
20432,
7,
1652,
11,
8591,
11,
410,
69,
709,
11,
2962,
11,
277,
79,
828,
37455,
4613,
357,
138,
242,
13,
5460,
6738,
11,
37455,
13,
5460,
265,
11,
37455,
13,
85,
69,
709,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
37455,
13,
37635,
11,
37455,
13,
34021,
37266,
8,
198,
198,
31,
41255,
1563,
18875,
62,
1136,
26745,
7,
66,
3712,
35632,
11,
7904,
7762,
90,
25,
5460,
6738,
30072,
796,
198,
220,
220,
220,
651,
26745,
7,
66,
11,
1058,
5460,
6738,
828,
37455,
4613,
357,
35632,
7,
138,
242,
11,
6632,
7,
66,
13,
5460,
265,
828,
6632,
7,
66,
13,
85,
69,
709,
828,
6632,
7,
66,
13,
37635,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
6632,
7,
66,
13,
34021,
37266,
36911,
2147,
8,
198,
198,
31,
41255,
1563,
18875,
62,
1136,
26745,
7,
66,
3712,
35632,
11,
7904,
7762,
90,
25,
5460,
265,
30072,
796,
198,
220,
220,
220,
651,
26745,
7,
66,
11,
1058,
5460,
265,
828,
37455,
4613,
357,
35632,
7,
22570,
7,
66,
13,
5460,
6738,
828,
37455,
11,
6632,
7,
66,
13,
85,
69,
709,
828,
6632,
7,
66,
13,
37635,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
6632,
7,
66,
13,
34021,
37266,
36911,
2147,
8,
198,
198,
31,
41255,
1563,
18875,
62,
1136,
26745,
7,
66,
3712,
35632,
11,
7904,
7762,
90,
25,
85,
69,
709,
30072,
796,
198,
220,
220,
220,
651,
26745,
7,
66,
11,
1058,
85,
69,
709,
828,
37455,
4613,
357,
35632,
7,
22570,
7,
66,
13,
5460,
6738,
828,
6632,
7,
66,
13,
5460,
265,
828,
37455,
11,
6632,
7,
66,
13,
37635,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
6632,
7,
66,
13,
34021,
37266,
36911,
2147,
8,
198,
198,
31,
41255,
1563,
18875,
62,
1136,
26745,
7,
66,
3712,
35632,
11,
7904,
7762,
90,
25,
37635,
30072,
796,
198,
220,
220,
220,
651,
26745,
7,
66,
11,
1058,
37635,
828,
37455,
4613,
357,
35632,
7,
22570,
7,
66,
13,
5460,
6738,
828,
6632,
7,
66,
13,
5460,
265,
828,
6632,
7,
66,
13,
85,
69,
709,
828,
37455,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
6632,
7,
66,
13,
34021,
37266,
36911,
2147,
8,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
198,
198,
31,
41255,
1563,
18875,
62,
1136,
26745,
7,
66,
3712,
35632,
11,
7904,
7762,
90,
25,
34021,
37266,
30072,
796,
198,
220,
220,
220,
651,
26745,
7,
66,
11,
1058,
34021,
37266,
828,
37455,
4613,
357,
35632,
7,
22570,
7,
66,
13,
5460,
6738,
828,
6632,
7,
66,
13,
5460,
265,
828,
6632,
7,
66,
13,
85,
69,
709,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
6632,
7,
66,
13,
37635,
828,
37455,
828,
2147,
8,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
198,
198,
31,
41255,
1563,
10832,
35632,
10044,
4105,
7,
85,
929,
11,
266,
11,
289,
8,
796,
198,
220,
220,
220,
10832,
35632,
10044,
4105,
7,
85,
929,
11,
266,
11,
289,
828,
37455,
4613,
357,
138,
242,
13,
85,
929,
11,
37455,
13,
10394,
11,
37455,
13,
17015,
8,
198,
198,
31,
41255,
1563,
18875,
62,
1136,
26745,
7,
69,
13155,
3712,
13715,
35632,
10044,
4105,
11,
7904,
7762,
90,
69,
30072,
810,
1391,
69,
92,
796,
198,
220,
220,
220,
651,
26745,
7,
69,
13155,
11,
277,
828,
37455,
4613,
357,
22570,
7,
69,
13155,
828,
2147,
8,
198,
220,
220,
198,
2,
35656,
1303,
197,
198,
2,
1846,
18274,
4487,
1303,
197,
198,
2,
35656,
1303,
197,
198,
198,
31,
41255,
1563,
2163,
1976,
263,
2049,
268,
579,
7,
87,
8,
197,
198,
220,
220,
220,
9927,
11,
773,
1084,
796,
1064,
1084,
7,
87,
8,
197,
198,
220,
220,
220,
3509,
72,
11,
773,
9806,
796,
1064,
9806,
7,
87,
8,
197,
198,
220,
220,
220,
581,
796,
357,
87,
764,
12,
9927,
8,
24457,
357,
9806,
72,
532,
9927,
8,
197,
198,
220,
220,
220,
2163,
18872,
229,
9107,
2049,
268,
579,
7,
138,
242,
8,
197,
198,
220,
220,
220,
220,
220,
220,
220,
18872,
229,
87,
796,
2092,
7,
87,
8,
197,
198,
220,
220,
220,
220,
220,
220,
220,
6070,
0,
7,
24861,
229,
87,
11,
352,
1220,
357,
9806,
72,
532,
9927,
4008,
198,
220,
220,
220,
220,
220,
220,
220,
581,
16,
796,
357,
87,
764,
12,
3509,
72,
8,
24457,
357,
9806,
72,
532,
9927,
8,
61,
17,
198,
220,
220,
220,
220,
220,
220,
220,
18872,
229,
87,
58,
521,
1084,
60,
796,
2160,
7,
411,
16,
8,
532,
5288,
7,
411,
16,
8,
220,
198,
220,
220,
220,
220,
220,
220,
220,
581,
17,
796,
532,
581,
24457,
357,
9806,
72,
532,
9927,
8,
220,
220,
198,
220,
220,
220,
220,
220,
220,
220,
18872,
229,
87,
58,
521,
9806,
60,
796,
2160,
7,
411,
17,
8,
532,
5288,
7,
411,
17,
8,
198,
220,
220,
220,
220,
220,
220,
220,
1441,
357,
24861,
229,
87,
764,
9,
37455,
11,
1267,
197,
198,
220,
220,
220,
886,
197,
198,
220,
220,
220,
1441,
581,
11,
18872,
229,
9107,
2049,
268,
579,
197,
198,
437,
198,
198,
2,
34400,
12,
1303,
198,
2,
3611,
40480,
1303,
198,
2,
34400,
12,
1303,
198,
198,
1640,
25439,
287,
357,
25,
19796,
1084,
11,
1058,
19796,
9806,
8,
198,
220,
220,
220,
2488,
18206,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
41255,
1563,
2163,
29568,
20786,
5769,
34223,
3712,
23839,
19182,
26,
5391,
82,
796,
14373,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
331,
796,
29568,
20786,
5769,
34223,
11,
5391,
82,
796,
5391,
82,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2163,
288,
20786,
7,
138,
242,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
581,
796,
6632,
7,
34223,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
581,
58,
88,
58,
17,
11907,
764,
28,
37455,
58,
16,
60,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1441,
357,
411,
11,
2147,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1441,
331,
11,
288,
20786,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
886,
198,
437,
198,
198,
31,
41255,
1563,
4646,
71,
9246,
7,
87,
8,
796,
4646,
7,
71,
9246,
11,
2124,
828,
37455,
4613,
29565,
138,
242,
58,
45299,
1312,
60,
329,
1312,
287,
352,
25,
13664,
7,
87,
8,
4357,
1267,
198,
198,
31,
41255,
1563,
4574,
0,
7,
3258,
11,
1188,
8,
796,
4574,
0,
7,
3258,
11,
1188,
828,
37455,
4613,
357,
138,
242,
58,
16,
25,
437,
12,
16,
4357,
37455,
58,
437,
12962,
198,
198,
31,
77,
519,
6335,
6070,
198,
198,
31,
77,
519,
6335,
2163,
4296,
62,
9630,
0,
7,
3258,
11,
1312,
11,
474,
11,
1188,
8,
198,
220,
220,
220,
5240,
58,
72,
11,
474,
60,
796,
1188,
198,
437,
220,
198
] | 1.893308 | 9,101 |
<filename>src/callback.jl
# Callbacks functions
function fbs_trace(t, θ, loss, reg)
@printf("iter %5d : loss = %8.4f, reg = %8.4f, total = %8.4f, ",
t, loss, reg, loss+reg)
@printf("non zero = %d\n", sum(θ .!= 0.))
end
function fista_trace(t, θ, loss, reg, α)
@printf("iter %5d : loss = %8.4f, reg = %8.4f, total = %8.4f, ",
t, loss, reg, loss+reg)
@printf("α = %4.2f, non zero = %d\n",
α, sum(θ .!= 0.))
end
function fasta_trace(t, θ, loss, reg, λ, α, bt)
@printf("iter %5d : loss = %8.4f, reg = %8.4f, total = %8.4f, ",
t, loss, reg, loss+reg)
@printf("λ = %8.5f, α = %4.2f, backtracks = %2d, non zero = %d\n",
λ, α, bt, sum(θ .!= 0.))
end
| [
27,
34345,
29,
10677,
14,
47423,
13,
20362,
198,
2,
4889,
10146,
5499,
198,
198,
8818,
277,
1443,
62,
40546,
7,
83,
11,
7377,
116,
11,
2994,
11,
842,
8,
198,
220,
220,
220,
2488,
37435,
7203,
2676,
4064,
20,
67,
1058,
2994,
796,
4064,
23,
13,
19,
69,
11,
842,
796,
4064,
23,
13,
19,
69,
11,
2472,
796,
4064,
23,
13,
19,
69,
11,
33172,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
256,
11,
2994,
11,
842,
11,
2994,
10,
2301,
8,
198,
220,
220,
220,
2488,
37435,
7203,
13159,
6632,
796,
4064,
67,
59,
77,
1600,
2160,
7,
138,
116,
764,
0,
28,
657,
2014,
8,
198,
437,
198,
198,
8818,
277,
12523,
62,
40546,
7,
83,
11,
7377,
116,
11,
2994,
11,
842,
11,
26367,
8,
198,
220,
220,
220,
2488,
37435,
7203,
2676,
4064,
20,
67,
1058,
2994,
796,
4064,
23,
13,
19,
69,
11,
842,
796,
4064,
23,
13,
19,
69,
11,
2472,
796,
4064,
23,
13,
19,
69,
11,
33172,
220,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
256,
11,
2994,
11,
842,
11,
2994,
10,
2301,
8,
198,
220,
220,
220,
2488,
37435,
7203,
17394,
796,
4064,
19,
13,
17,
69,
11,
1729,
6632,
796,
4064,
67,
59,
77,
1600,
220,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
26367,
11,
2160,
7,
138,
116,
764,
0,
28,
657,
2014,
8,
198,
437,
198,
198,
8818,
3049,
64,
62,
40546,
7,
83,
11,
7377,
116,
11,
2994,
11,
842,
11,
7377,
119,
11,
26367,
11,
275,
83,
8,
198,
220,
220,
220,
2488,
37435,
7203,
2676,
4064,
20,
67,
1058,
2994,
796,
4064,
23,
13,
19,
69,
11,
842,
796,
4064,
23,
13,
19,
69,
11,
2472,
796,
4064,
23,
13,
19,
69,
11,
33172,
220,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
256,
11,
2994,
11,
842,
11,
2994,
10,
2301,
8,
198,
220,
220,
220,
2488,
37435,
7203,
39377,
796,
4064,
23,
13,
20,
69,
11,
26367,
796,
4064,
19,
13,
17,
69,
11,
736,
46074,
796,
4064,
17,
67,
11,
1729,
6632,
796,
4064,
67,
59,
77,
1600,
220,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
7377,
119,
11,
26367,
11,
275,
83,
11,
2160,
7,
138,
116,
764,
0,
28,
657,
2014,
8,
198,
437,
628
] | 1.825871 | 402 |
include("../utils.jl")
include("group_utils.jl")
@testset "Circle group" begin
G = CircleGroup()
@test repr(G) == "CircleGroup()"
@test base_manifold(G) === Circle{ℂ}()
@testset "identity overloads" begin
@test identity(G, Identity(G)) === Identity(G)
@test inv(G, Identity(G)) === Identity(G)
y = [Complex(0.0)]
@test identity!(G, y, [Complex(1.0)]) === y
@test y == [Complex(1.0)]
y = [1.0 * im]
v = [Complex(0.5)]
@test translate_diff(G, Identity(G), y, v) === v
end
@testset "scalar points" begin
pts = [1.0 + 0.0im, 0.0 + 1.0im, (1.0 + 1.0im) / √2]
vpts = [0.0 + 0.5im]
@test compose(G, pts[2], pts[1]) ≈ pts[2] * pts[1]
@test translate_diff(G, pts[2], pts[1], vpts[1]) ≈ pts[2] * vpts[1]
test_group(G, pts, vpts; test_diff = true, test_mutating = false)
end
@testset "vector points" begin
pts = [[1.0 + 0.0im], [0.0 + 1.0im], [(1.0 + 1.0im) / √2]]
vpts = [[0.0 + 0.5im]]
@test compose(G, pts[2], pts[1]) ≈ pts[2] .* pts[1]
@test translate_diff(G, pts[2], pts[1], vpts[1]) ≈ pts[2] .* vpts[1]
test_group(G, pts, vpts; test_diff = true, test_mutating = true)
end
@testset "Group forwards to decorated" begin
pts = [[1.0 + 0.0im], [0.0 + 1.0im], [(1.0 + 1.0im) / √2]]
test_manifold(
G,
pts,
test_forward_diff = false,
test_reverse_diff = false,
test_vector_spaces = false,
test_project_tangent = true,
test_musical_isomorphisms = false,
test_vector_transport = true,
is_mutating = true,
exp_log_atol_multiplier = 2.0,
is_tangent_atol_multiplier = 2.0,
)
end
end
| [
17256,
7203,
40720,
26791,
13,
20362,
4943,
198,
17256,
7203,
8094,
62,
26791,
13,
20362,
4943,
198,
198,
31,
9288,
2617,
366,
31560,
293,
1448,
1,
2221,
198,
220,
220,
220,
402,
796,
16291,
13247,
3419,
198,
220,
220,
220,
2488,
9288,
41575,
7,
38,
8,
6624,
366,
31560,
293,
13247,
3419,
1,
628,
220,
220,
220,
2488,
9288,
2779,
62,
805,
361,
727,
7,
38,
8,
24844,
16291,
90,
158,
226,
224,
92,
3419,
628,
220,
220,
220,
2488,
9288,
2617,
366,
738,
414,
31754,
82,
1,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
5369,
7,
38,
11,
27207,
7,
38,
4008,
24844,
27207,
7,
38,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
800,
7,
38,
11,
27207,
7,
38,
4008,
24844,
27207,
7,
38,
8,
198,
220,
220,
220,
220,
220,
220,
220,
331,
796,
685,
5377,
11141,
7,
15,
13,
15,
15437,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
5369,
0,
7,
38,
11,
331,
11,
685,
5377,
11141,
7,
16,
13,
15,
8,
12962,
24844,
331,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
331,
6624,
685,
5377,
11141,
7,
16,
13,
15,
15437,
198,
220,
220,
220,
220,
220,
220,
220,
331,
796,
685,
16,
13,
15,
1635,
545,
60,
198,
220,
220,
220,
220,
220,
220,
220,
410,
796,
685,
5377,
11141,
7,
15,
13,
20,
15437,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
15772,
62,
26069,
7,
38,
11,
27207,
7,
38,
828,
331,
11,
410,
8,
24844,
410,
198,
220,
220,
220,
886,
628,
220,
220,
220,
2488,
9288,
2617,
366,
1416,
282,
283,
2173,
1,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
43344,
796,
685,
16,
13,
15,
1343,
657,
13,
15,
320,
11,
657,
13,
15,
1343,
352,
13,
15,
320,
11,
357,
16,
13,
15,
1343,
352,
13,
15,
320,
8,
1220,
18872,
248,
17,
60,
198,
220,
220,
220,
220,
220,
220,
220,
410,
457,
82,
796,
685,
15,
13,
15,
1343,
657,
13,
20,
320,
60,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
36664,
7,
38,
11,
43344,
58,
17,
4357,
43344,
58,
16,
12962,
15139,
230,
43344,
58,
17,
60,
1635,
43344,
58,
16,
60,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
15772,
62,
26069,
7,
38,
11,
43344,
58,
17,
4357,
43344,
58,
16,
4357,
410,
457,
82,
58,
16,
12962,
15139,
230,
43344,
58,
17,
60,
1635,
410,
457,
82,
58,
16,
60,
198,
220,
220,
220,
220,
220,
220,
220,
1332,
62,
8094,
7,
38,
11,
43344,
11,
410,
457,
82,
26,
1332,
62,
26069,
796,
2081,
11,
1332,
62,
21973,
803,
796,
3991,
8,
198,
220,
220,
220,
886,
628,
220,
220,
220,
2488,
9288,
2617,
366,
31364,
2173,
1,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
43344,
796,
16410,
16,
13,
15,
1343,
657,
13,
15,
320,
4357,
685,
15,
13,
15,
1343,
352,
13,
15,
320,
4357,
47527,
16,
13,
15,
1343,
352,
13,
15,
320,
8,
1220,
18872,
248,
17,
11907,
198,
220,
220,
220,
220,
220,
220,
220,
410,
457,
82,
796,
16410,
15,
13,
15,
1343,
657,
13,
20,
320,
11907,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
36664,
7,
38,
11,
43344,
58,
17,
4357,
43344,
58,
16,
12962,
15139,
230,
43344,
58,
17,
60,
764,
9,
43344,
58,
16,
60,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
15772,
62,
26069,
7,
38,
11,
43344,
58,
17,
4357,
43344,
58,
16,
4357,
410,
457,
82,
58,
16,
12962,
15139,
230,
43344,
58,
17,
60,
764,
9,
410,
457,
82,
58,
16,
60,
198,
220,
220,
220,
220,
220,
220,
220,
1332,
62,
8094,
7,
38,
11,
43344,
11,
410,
457,
82,
26,
1332,
62,
26069,
796,
2081,
11,
1332,
62,
21973,
803,
796,
2081,
8,
198,
220,
220,
220,
886,
628,
220,
220,
220,
2488,
9288,
2617,
366,
13247,
22052,
284,
24789,
1,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
43344,
796,
16410,
16,
13,
15,
1343,
657,
13,
15,
320,
4357,
685,
15,
13,
15,
1343,
352,
13,
15,
320,
4357,
47527,
16,
13,
15,
1343,
352,
13,
15,
320,
8,
1220,
18872,
248,
17,
11907,
198,
220,
220,
220,
220,
220,
220,
220,
1332,
62,
805,
361,
727,
7,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
402,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
43344,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1332,
62,
11813,
62,
26069,
796,
3991,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1332,
62,
50188,
62,
26069,
796,
3991,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1332,
62,
31364,
62,
2777,
2114,
796,
3991,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1332,
62,
16302,
62,
83,
648,
298,
796,
2081,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1332,
62,
14664,
605,
62,
271,
25831,
6583,
796,
3991,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1332,
62,
31364,
62,
7645,
634,
796,
2081,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
318,
62,
21973,
803,
796,
2081,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1033,
62,
6404,
62,
265,
349,
62,
47945,
959,
796,
362,
13,
15,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
318,
62,
83,
648,
298,
62,
265,
349,
62,
47945,
959,
796,
362,
13,
15,
11,
198,
220,
220,
220,
220,
220,
220,
220,
1267,
198,
220,
220,
220,
886,
198,
437,
198
] | 1.86345 | 974 |
using OptimTools
using Base.Test
# test exact line search for quadratic
Q = 10*speye(40)
f(x) = 0.5*dot(x,Q*x)
df(x) = Q*x
d2f(x) = Q
x0 = randn(40)
exactLS = (f,df,fk,dfk,xk,pk)-> (-dot(pk,dfk)/dot(pk,Q*pk),1)
goldenLSf = (f,df,dk,dfk,xk,pk) -> goldenLS(f,xk,pk,0.0,5.0)
println("Test SD,NLCG,BFGS with exact line search ")
# steepest descent
x1,flag1,his1 = sd(f,df,x0,maxIter=1000,atol=1e-6,out=0,lineSearch=exactLS)
@test norm(x1)<1e-6*norm(x0)
x2,flag2,his2 = sd(f,df,x0,maxIter=1000,atol=1e-6,out=0, lineSearch=exactLS)
@test norm(x2)<1e-6
@test size(his2,1)==2 #should converge in one iteration
# nlcg
x1,flag1,his1 = nlcg(f,df,x0,maxIter=1000,atol=1e-6,out=0)
@test norm(x1)<1e-6*norm(x0)
x2,flag2,his2 = nlcg(f,df,x0,maxIter=1000,atol=1e-6,out=0, lineSearch=exactLS)
@test norm(x2)<1e-6
@test size(his2,1)==2 #should converge in one iteration
# bfgs
x1,flag1,his1 = bfgs(f,df,x0,maxIter=1000,atol=1e-6,out=0)
@test norm(x1)<1e-6*norm(x0)
x2,flag2,his2 = bfgs(f,df,x0,maxIter=1000,atol=1e-6,out=0, lineSearch=exactLS)
@test norm(x2)<1e-6
@test size(his2,1)==2 #should converge in one iteration
println("Done!")
println("Test SD,NLCG,BFGS with golden line search ")
# steepest descent
x1,flag1,his1 = sd(f,df,x0,maxIter=1000,atol=1e-6,out=0,lineSearch=goldenLSf)
@test norm(x1)<1e-6*norm(x0)
x2,flag2,his2 = sd(f,df,x0,maxIter=1000,atol=1e-6,out=0, lineSearch=goldenLSf)
@test norm(x2)<1e-6
# nlcg
x1,flag1,his1 = nlcg(f,df,x0,maxIter=1000,atol=1e-6,out=0)
@test norm(x1)<1e-6*norm(x0)
x2,flag2,his2 = nlcg(f,df,x0,maxIter=1000,atol=1e-6,out=0, lineSearch=goldenLSf)
@test norm(x2)<1e-6
# bfgs
x1,flag1,his1 = bfgs(f,df,x0,maxIter=1000,atol=1e-6,out=0)
@test norm(x1)<1e-6*norm(x0)
x2,flag2,his2 = bfgs(f,df,x0,maxIter=1000,atol=1e-6,out=0, lineSearch=goldenLSf)
@test norm(x2)<1e-6
println("Done!")
| [
3500,
30011,
33637,
198,
3500,
7308,
13,
14402,
198,
198,
2,
1332,
2748,
1627,
2989,
329,
15094,
81,
1512,
198,
48,
796,
838,
9,
4125,
5948,
7,
1821,
8,
198,
69,
7,
87,
8,
220,
220,
220,
796,
657,
13,
20,
9,
26518,
7,
87,
11,
48,
9,
87,
8,
198,
7568,
7,
87,
8,
220,
220,
796,
1195,
9,
87,
198,
67,
17,
69,
7,
87,
8,
220,
796,
1195,
198,
87,
15,
796,
43720,
77,
7,
1821,
8,
198,
198,
1069,
529,
6561,
220,
796,
357,
69,
11,
7568,
11,
69,
74,
11,
7568,
74,
11,
87,
74,
11,
79,
74,
8,
3784,
13841,
26518,
7,
79,
74,
11,
7568,
74,
20679,
26518,
7,
79,
74,
11,
48,
9,
79,
74,
828,
16,
8,
198,
24267,
268,
6561,
69,
796,
357,
69,
11,
7568,
11,
34388,
11,
7568,
74,
11,
87,
74,
11,
79,
74,
8,
4613,
10861,
6561,
7,
69,
11,
87,
74,
11,
79,
74,
11,
15,
13,
15,
11,
20,
13,
15,
8,
198,
198,
35235,
7203,
14402,
9834,
11,
45,
5639,
38,
11,
29499,
14313,
351,
2748,
1627,
2989,
366,
8,
198,
2,
14559,
395,
18598,
198,
87,
16,
11,
32109,
16,
11,
14363,
16,
796,
45647,
7,
69,
11,
7568,
11,
87,
15,
11,
9806,
29993,
28,
12825,
11,
265,
349,
28,
16,
68,
12,
21,
11,
448,
28,
15,
11,
1370,
18243,
28,
1069,
529,
6561,
8,
198,
31,
9288,
2593,
7,
87,
16,
8,
27,
16,
68,
12,
21,
9,
27237,
7,
87,
15,
8,
198,
87,
17,
11,
32109,
17,
11,
14363,
17,
796,
45647,
7,
69,
11,
7568,
11,
87,
15,
11,
9806,
29993,
28,
12825,
11,
265,
349,
28,
16,
68,
12,
21,
11,
448,
28,
15,
11,
1627,
18243,
28,
1069,
529,
6561,
8,
198,
31,
9288,
2593,
7,
87,
17,
8,
27,
16,
68,
12,
21,
198,
31,
9288,
2546,
7,
14363,
17,
11,
16,
8,
855,
17,
1303,
21754,
47873,
287,
530,
24415,
198,
198,
2,
299,
44601,
70,
198,
87,
16,
11,
32109,
16,
11,
14363,
16,
796,
299,
44601,
70,
7,
69,
11,
7568,
11,
87,
15,
11,
9806,
29993,
28,
12825,
11,
265,
349,
28,
16,
68,
12,
21,
11,
448,
28,
15,
8,
198,
31,
9288,
2593,
7,
87,
16,
8,
27,
16,
68,
12,
21,
9,
27237,
7,
87,
15,
8,
198,
87,
17,
11,
32109,
17,
11,
14363,
17,
796,
299,
44601,
70,
7,
69,
11,
7568,
11,
87,
15,
11,
9806,
29993,
28,
12825,
11,
265,
349,
28,
16,
68,
12,
21,
11,
448,
28,
15,
11,
1627,
18243,
28,
1069,
529,
6561,
8,
198,
31,
9288,
2593,
7,
87,
17,
8,
27,
16,
68,
12,
21,
198,
31,
9288,
2546,
7,
14363,
17,
11,
16,
8,
855,
17,
1303,
21754,
47873,
287,
530,
24415,
198,
198,
2,
275,
69,
14542,
198,
87,
16,
11,
32109,
16,
11,
14363,
16,
796,
275,
69,
14542,
7,
69,
11,
7568,
11,
87,
15,
11,
9806,
29993,
28,
12825,
11,
265,
349,
28,
16,
68,
12,
21,
11,
448,
28,
15,
8,
198,
31,
9288,
2593,
7,
87,
16,
8,
27,
16,
68,
12,
21,
9,
27237,
7,
87,
15,
8,
198,
87,
17,
11,
32109,
17,
11,
14363,
17,
796,
275,
69,
14542,
7,
69,
11,
7568,
11,
87,
15,
11,
9806,
29993,
28,
12825,
11,
265,
349,
28,
16,
68,
12,
21,
11,
448,
28,
15,
11,
1627,
18243,
28,
1069,
529,
6561,
8,
198,
31,
9288,
2593,
7,
87,
17,
8,
27,
16,
68,
12,
21,
198,
31,
9288,
2546,
7,
14363,
17,
11,
16,
8,
855,
17,
1303,
21754,
47873,
287,
530,
24415,
198,
198,
35235,
7203,
45677,
2474,
8,
198,
198,
35235,
7203,
14402,
9834,
11,
45,
5639,
38,
11,
29499,
14313,
351,
10861,
1627,
2989,
366,
8,
198,
2,
14559,
395,
18598,
198,
87,
16,
11,
32109,
16,
11,
14363,
16,
796,
45647,
7,
69,
11,
7568,
11,
87,
15,
11,
9806,
29993,
28,
12825,
11,
265,
349,
28,
16,
68,
12,
21,
11,
448,
28,
15,
11,
1370,
18243,
28,
24267,
268,
6561,
69,
8,
198,
31,
9288,
2593,
7,
87,
16,
8,
27,
16,
68,
12,
21,
9,
27237,
7,
87,
15,
8,
198,
87,
17,
11,
32109,
17,
11,
14363,
17,
796,
45647,
7,
69,
11,
7568,
11,
87,
15,
11,
9806,
29993,
28,
12825,
11,
265,
349,
28,
16,
68,
12,
21,
11,
448,
28,
15,
11,
1627,
18243,
28,
24267,
268,
6561,
69,
8,
198,
31,
9288,
2593,
7,
87,
17,
8,
27,
16,
68,
12,
21,
198,
198,
2,
299,
44601,
70,
198,
87,
16,
11,
32109,
16,
11,
14363,
16,
796,
299,
44601,
70,
7,
69,
11,
7568,
11,
87,
15,
11,
9806,
29993,
28,
12825,
11,
265,
349,
28,
16,
68,
12,
21,
11,
448,
28,
15,
8,
198,
31,
9288,
2593,
7,
87,
16,
8,
27,
16,
68,
12,
21,
9,
27237,
7,
87,
15,
8,
198,
87,
17,
11,
32109,
17,
11,
14363,
17,
796,
299,
44601,
70,
7,
69,
11,
7568,
11,
87,
15,
11,
9806,
29993,
28,
12825,
11,
265,
349,
28,
16,
68,
12,
21,
11,
448,
28,
15,
11,
1627,
18243,
28,
24267,
268,
6561,
69,
8,
198,
31,
9288,
2593,
7,
87,
17,
8,
27,
16,
68,
12,
21,
198,
198,
2,
275,
69,
14542,
198,
87,
16,
11,
32109,
16,
11,
14363,
16,
796,
275,
69,
14542,
7,
69,
11,
7568,
11,
87,
15,
11,
9806,
29993,
28,
12825,
11,
265,
349,
28,
16,
68,
12,
21,
11,
448,
28,
15,
8,
198,
31,
9288,
2593,
7,
87,
16,
8,
27,
16,
68,
12,
21,
9,
27237,
7,
87,
15,
8,
198,
87,
17,
11,
32109,
17,
11,
14363,
17,
796,
275,
69,
14542,
7,
69,
11,
7568,
11,
87,
15,
11,
9806,
29993,
28,
12825,
11,
265,
349,
28,
16,
68,
12,
21,
11,
448,
28,
15,
11,
1627,
18243,
28,
24267,
268,
6561,
69,
8,
198,
31,
9288,
2593,
7,
87,
17,
8,
27,
16,
68,
12,
21,
198,
198,
35235,
7203,
45677,
2474,
8,
198
] | 1.80773 | 1,009 |
module GlobalDiffEq
using Reexport
@reexport using DiffEqBase
import OrdinaryDiffEq, Richardson
abstract type GlobalDiffEqAlgorithm <: DiffEqBase.AbstractODEAlgorithm end
struct GlobalRichardson{A} <: GlobalDiffEqAlgorithm
alg::A
end
function DiffEqBase.__solve(prob::Union{DiffEqBase.AbstractODEProblem,DiffEqBase.AbstractDAEProblem},
alg::GlobalRichardson, args...;
dt,kwargs...)
opt = Dict(kwargs)
otheropts = delete!(copy(opt), :dt)
tstops = get(opt, :tstops, range(prob.tspan[1], stop=prob.tspan[2], step=dt))
local sol
val, err = Richardson.extrapolate(dt, rtol=get(opt, :reltol, 1e-3), atol=get(opt, :abstol, 1e-6), contract=0.5) do _dt
sol = solve(prob, alg.alg, args...; dt=_dt, adaptive=false, otheropts...)
sol.(tstops)
end
return sol
end
export GlobalRichardson
end
| [
21412,
8060,
28813,
36,
80,
198,
198,
3500,
797,
39344,
198,
31,
631,
87,
634,
1262,
10631,
36,
80,
14881,
198,
198,
11748,
14230,
3219,
28813,
36,
80,
11,
21679,
198,
198,
397,
8709,
2099,
8060,
28813,
36,
80,
2348,
42289,
1279,
25,
10631,
36,
80,
14881,
13,
23839,
16820,
2348,
42289,
886,
198,
198,
7249,
8060,
14868,
1371,
261,
90,
32,
92,
1279,
25,
8060,
28813,
36,
80,
2348,
42289,
198,
220,
220,
220,
435,
70,
3712,
32,
198,
437,
198,
198,
8818,
10631,
36,
80,
14881,
13,
834,
82,
6442,
7,
1676,
65,
3712,
38176,
90,
28813,
36,
80,
14881,
13,
23839,
16820,
40781,
11,
28813,
36,
80,
14881,
13,
23839,
5631,
36,
40781,
5512,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
435,
70,
3712,
22289,
14868,
1371,
261,
11,
26498,
986,
26,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
288,
83,
11,
46265,
22046,
23029,
198,
220,
220,
220,
2172,
796,
360,
713,
7,
46265,
22046,
8,
198,
220,
220,
220,
267,
1169,
305,
457,
82,
796,
12233,
0,
7,
30073,
7,
8738,
828,
1058,
28664,
8,
198,
220,
220,
220,
256,
301,
2840,
796,
651,
7,
8738,
11,
1058,
83,
301,
2840,
11,
2837,
7,
1676,
65,
13,
912,
6839,
58,
16,
4357,
2245,
28,
1676,
65,
13,
912,
6839,
58,
17,
4357,
2239,
28,
28664,
4008,
198,
220,
220,
220,
1957,
1540,
198,
220,
220,
220,
1188,
11,
11454,
796,
21679,
13,
2302,
2416,
27976,
7,
28664,
11,
374,
83,
349,
28,
1136,
7,
8738,
11,
1058,
2411,
83,
349,
11,
352,
68,
12,
18,
828,
379,
349,
28,
1136,
7,
8738,
11,
1058,
397,
301,
349,
11,
352,
68,
12,
21,
828,
2775,
28,
15,
13,
20,
8,
466,
4808,
28664,
198,
220,
220,
220,
220,
220,
220,
220,
1540,
796,
8494,
7,
1676,
65,
11,
435,
70,
13,
14016,
11,
26498,
986,
26,
288,
83,
28,
62,
28664,
11,
29605,
28,
9562,
11,
267,
1169,
305,
457,
82,
23029,
198,
220,
220,
220,
220,
220,
220,
220,
1540,
12195,
83,
301,
2840,
8,
198,
220,
220,
220,
886,
198,
220,
220,
220,
1441,
1540,
198,
437,
198,
198,
39344,
8060,
14868,
1371,
261,
198,
198,
437,
198
] | 2.189655 | 406 |
<filename>test/NfRel/FracIdeal.jl<gh_stars>0
@testset "Relative fractional ideals" begin
Qx, x = FlintQQ["x"]
f = x^2 + 12*x - 92
K, a = number_field(f, "a")
OK = maximal_order(K)
Ky, y = K["y"]
g = y^2 - 54*y - 73
L, b = number_field(g, "b")
OL = maximal_order(L)
I = L(fmpq(1, 2))*OL
@test denominator(I) == fmpz(2)
@test Hecke.isintegral(I.den*I)
PM = basis_pmat(OL)
PM.matrix[1, 1] = K(fmpq(1, 2))
PM.matrix[2, 1] = K()
PM.matrix[2, 2] = K(fmpq(1, 3))
PM = pseudo_hnf(PM, :lowerleft)
J = frac_ideal(OL, PM)
@test denominator(J) == fmpz(6)
@test Hecke.isintegral(J.den*J)
end
| [
27,
34345,
29,
9288,
14,
45,
69,
6892,
14,
6732,
330,
7390,
2287,
13,
20362,
27,
456,
62,
30783,
29,
15,
198,
31,
9288,
2617,
366,
6892,
876,
13390,
282,
22247,
1,
2221,
198,
220,
1195,
87,
11,
2124,
796,
21660,
48,
48,
14692,
87,
8973,
198,
220,
277,
796,
2124,
61,
17,
1343,
1105,
9,
87,
532,
10190,
198,
220,
509,
11,
257,
796,
1271,
62,
3245,
7,
69,
11,
366,
64,
4943,
198,
220,
7477,
796,
40708,
62,
2875,
7,
42,
8,
198,
220,
11118,
11,
331,
796,
509,
14692,
88,
8973,
198,
220,
308,
796,
331,
61,
17,
532,
7175,
9,
88,
532,
8854,
198,
220,
406,
11,
275,
796,
1271,
62,
3245,
7,
70,
11,
366,
65,
4943,
198,
220,
22258,
796,
40708,
62,
2875,
7,
43,
8,
628,
220,
314,
796,
406,
7,
69,
3149,
80,
7,
16,
11,
362,
4008,
9,
3535,
198,
220,
2488,
9288,
31457,
1352,
7,
40,
8,
6624,
277,
3149,
89,
7,
17,
8,
198,
220,
2488,
9288,
679,
66,
365,
13,
271,
18908,
1373,
7,
40,
13,
6559,
9,
40,
8,
628,
220,
3122,
796,
4308,
62,
4426,
265,
7,
3535,
8,
198,
220,
3122,
13,
6759,
8609,
58,
16,
11,
352,
60,
796,
509,
7,
69,
3149,
80,
7,
16,
11,
362,
4008,
198,
220,
3122,
13,
6759,
8609,
58,
17,
11,
352,
60,
796,
509,
3419,
198,
220,
3122,
13,
6759,
8609,
58,
17,
11,
362,
60,
796,
509,
7,
69,
3149,
80,
7,
16,
11,
513,
4008,
198,
220,
3122,
796,
24543,
62,
21116,
69,
7,
5868,
11,
1058,
21037,
9464,
8,
198,
220,
449,
796,
1216,
330,
62,
485,
282,
7,
3535,
11,
3122,
8,
198,
220,
2488,
9288,
31457,
1352,
7,
41,
8,
6624,
277,
3149,
89,
7,
21,
8,
198,
220,
2488,
9288,
679,
66,
365,
13,
271,
18908,
1373,
7,
41,
13,
6559,
9,
41,
8,
198,
437,
198
] | 1.952681 | 317 |
using ContactStructures
plotlyjs()
plot_along_xy_grid(-2:0.5:2,-2:0.5:2,0,standard_structure; markersize = 2.5,ε = 0.25)
plot!(xlims=(-3, 3), ylims=(-3,3), zlims=(-3,3),legend=false)
| [
3500,
14039,
44909,
942,
198,
198,
29487,
306,
8457,
3419,
198,
29487,
62,
24176,
62,
5431,
62,
25928,
32590,
17,
25,
15,
13,
20,
25,
17,
12095,
17,
25,
15,
13,
20,
25,
17,
11,
15,
11,
20307,
62,
301,
5620,
26,
220,
19736,
1096,
796,
362,
13,
20,
11,
30950,
796,
657,
13,
1495,
8,
198,
29487,
0,
7,
87,
2475,
82,
16193,
12,
18,
11,
513,
828,
331,
2475,
82,
16193,
12,
18,
11,
18,
828,
1976,
2475,
82,
16193,
12,
18,
11,
18,
828,
1455,
437,
28,
9562,
8,
220,
220,
628
] | 1.978947 | 95 |
<gh_stars>1-10
module Rank
using DataStructures
using Base: tail
export extrema_filter
# Max-min filter
# This is an implementation of the Lemire max-min filter
# http://arxiv.org/abs/cs.DS/0610046
# Monotonic wedge
immutable Wedge{T}
L::CircularDeque{T}
U::CircularDeque{T}
end
(::Type{Wedge{T}}){T}(n::Integer) = Wedge(CircularDeque{T}(n), CircularDeque{T}(n))
function Base.push!(W::Wedge, i::Integer)
push!(W.L, i)
push!(W.U, i)
W
end
function addtoback!(W::Wedge, A, i, J)
mn, mx = A[i, J]
@inbounds while !isempty(W.L) && mn < A[back(W.L), J][1]
pop!(W.L)
end
@inbounds while !isempty(W.U) && mx > A[back(W.U), J][2]
pop!(W.U)
end
push!(W.L, i)
push!(W.U, i)
W
end
function Base.empty!(W::Wedge)
empty!(W.L)
empty!(W.U)
W
end
@inline function getextrema(A, W::Wedge, J)
(A[front(W.L), J][1], A[front(W.U), J][2])
end
"""
extrema_filter(A, window) --> Array{(min,max)}
Calculate the running min/max over a window of width `window[d]` along
dimension `d`, centered on the current point. The returned array has
the same indices as the input `A`.
"""
function extrema_filter{T,N}(A::AbstractArray{T,N}, window::NTuple{N,Integer})
_extrema_filter!([(a,a) for a in A], window...)
end
extrema_filter(A::AbstractArray, window::AbstractArray) = extrema_filter(A, (window...,))
extrema_filter(A::AbstractArray, window) = error("`window` must have the same number of entries as dimensions of `A`")
extrema_filter{T,N}(A::AbstractArray{T,N}, window::Integer) = extrema_filter(A, ntuple(d->window, Val{N}))
function _extrema_filter!(A::Array, w1, w...)
if w1 > 1
a = first(A)
cache = ntuple(i->a, w1>>1)
_extrema_filter1!(A, w1, cache)
end
_extrema_filter!(permutedims(A, [2:ndims(A);1]), w...)
end
_extrema_filter!(A::Array) = A
# Extrema-filtering along "columns" (dimension 1). This implements Lemire
# Algorithm 1, with the following modifications:
# - multidimensional array support by looping over trailing dimensions
# - working with min/max pairs rather than plain values, to
# facilitate multidimensional processing
# - output for all points of the array, handling the edges as max-min
# over halfwindow on either side
function _extrema_filter1!{T}(A::AbstractArray{Tuple{T,T}}, window::Int, cache)
# Initialise the internal wedges
# U[1], L[1] are the location of the global (within the window) maximum and minimum
# U[2], L[2] are the maximum and minimum over (U1, end] and (L1, end], respectively
W = Wedge{Int}(window+1)
tmp = Array{Tuple{T,T}}(window)
c = z = first(cache)
inds = indices(A)
inds1 = inds[1]
halfwindow = window>>1
iw = min(last(inds1), first(inds1)+window-1)
for J in CartesianRange(tail(inds))
empty!(W)
# Leading edge. We can't overwrite any values yet in A because
# we'll need them again in later computations.
for i = first(inds1):iw
addtoback!(W, A, i, J)
c, cache = cyclecache(cache, getextrema(A, W, J))
end
# Process the rest of the "column"
for i = iw+1:last(inds1)
A[i-window, J] = c
if i == window+front(W.U)
shift!(W.U)
end
if i == window+front(W.L)
shift!(W.L)
end
addtoback!(W, A, i, J)
c, cache = cyclecache(cache, getextrema(A, W, J))
end
for i = last(inds1)-window+1:last(inds1)-1
if i >= first(inds1)
A[i, J] = c
end
if i == front(W.U)
shift!(W.U)
end
if i == front(W.L)
shift!(W.L)
end
c, cache = cyclecache(cache, getextrema(A, W, J))
end
A[last(inds1), J] = c
end
A
end
# This is slightly faster than a circular buffer
@inline cyclecache(b, x) = b[1], (Base.tail(b)..., x)
end
| [
27,
456,
62,
30783,
29,
16,
12,
940,
198,
21412,
10916,
198,
198,
3500,
6060,
44909,
942,
198,
3500,
7308,
25,
7894,
198,
198,
39344,
1070,
260,
2611,
62,
24455,
198,
198,
2,
5436,
12,
1084,
8106,
198,
198,
2,
770,
318,
281,
7822,
286,
262,
20607,
557,
3509,
12,
1084,
8106,
198,
2,
2638,
1378,
283,
87,
452,
13,
2398,
14,
8937,
14,
6359,
13,
5258,
14,
3312,
3064,
3510,
198,
198,
2,
2892,
313,
9229,
35901,
198,
8608,
18187,
3300,
469,
90,
51,
92,
198,
220,
220,
220,
406,
3712,
31560,
934,
5005,
4188,
90,
51,
92,
198,
220,
220,
220,
471,
3712,
31560,
934,
5005,
4188,
90,
51,
92,
198,
437,
198,
7,
3712,
6030,
90,
54,
14907,
90,
51,
11709,
19953,
51,
92,
7,
77,
3712,
46541,
8,
796,
3300,
469,
7,
31560,
934,
5005,
4188,
90,
51,
92,
7,
77,
828,
7672,
934,
5005,
4188,
90,
51,
92,
7,
77,
4008,
198,
198,
8818,
7308,
13,
14689,
0,
7,
54,
3712,
54,
14907,
11,
1312,
3712,
46541,
8,
198,
220,
220,
220,
4574,
0,
7,
54,
13,
43,
11,
1312,
8,
198,
220,
220,
220,
4574,
0,
7,
54,
13,
52,
11,
1312,
8,
198,
220,
220,
220,
370,
198,
437,
198,
198,
8818,
751,
83,
672,
441,
0,
7,
54,
3712,
54,
14907,
11,
317,
11,
1312,
11,
449,
8,
198,
220,
220,
220,
285,
77,
11,
285,
87,
796,
317,
58,
72,
11,
449,
60,
198,
220,
220,
220,
2488,
259,
65,
3733,
981,
5145,
271,
28920,
7,
54,
13,
43,
8,
11405,
285,
77,
1279,
317,
58,
1891,
7,
54,
13,
43,
828,
449,
7131,
16,
60,
198,
220,
220,
220,
220,
220,
220,
220,
1461,
0,
7,
54,
13,
43,
8,
198,
220,
220,
220,
886,
198,
220,
220,
220,
2488,
259,
65,
3733,
981,
5145,
271,
28920,
7,
54,
13,
52,
8,
11405,
285,
87,
1875,
317,
58,
1891,
7,
54,
13,
52,
828,
449,
7131,
17,
60,
198,
220,
220,
220,
220,
220,
220,
220,
1461,
0,
7,
54,
13,
52,
8,
198,
220,
220,
220,
886,
198,
220,
220,
220,
4574,
0,
7,
54,
13,
43,
11,
1312,
8,
198,
220,
220,
220,
4574,
0,
7,
54,
13,
52,
11,
1312,
8,
198,
220,
220,
220,
370,
198,
437,
198,
198,
8818,
7308,
13,
28920,
0,
7,
54,
3712,
54,
14907,
8,
198,
220,
220,
220,
6565,
0,
7,
54,
13,
43,
8,
198,
220,
220,
220,
6565,
0,
7,
54,
13,
52,
8,
198,
220,
220,
220,
370,
198,
437,
198,
198,
31,
45145,
2163,
651,
2302,
260,
2611,
7,
32,
11,
370,
3712,
54,
14907,
11,
449,
8,
198,
220,
220,
220,
357,
32,
58,
8534,
7,
54,
13,
43,
828,
449,
7131,
16,
4357,
317,
58,
8534,
7,
54,
13,
52,
828,
449,
7131,
17,
12962,
198,
437,
198,
198,
37811,
198,
220,
220,
220,
1070,
260,
2611,
62,
24455,
7,
32,
11,
4324,
8,
14610,
15690,
90,
7,
1084,
11,
9806,
38165,
198,
198,
9771,
3129,
378,
262,
2491,
949,
14,
9806,
625,
257,
4324,
286,
9647,
4600,
17497,
58,
67,
60,
63,
1863,
198,
46156,
4600,
67,
47671,
19254,
319,
262,
1459,
966,
13,
383,
4504,
7177,
468,
198,
1169,
976,
36525,
355,
262,
5128,
4600,
32,
44646,
198,
37811,
198,
8818,
1070,
260,
2611,
62,
24455,
90,
51,
11,
45,
92,
7,
32,
3712,
23839,
19182,
90,
51,
11,
45,
5512,
4324,
3712,
11251,
29291,
90,
45,
11,
46541,
30072,
198,
220,
220,
220,
4808,
2302,
260,
2611,
62,
24455,
0,
26933,
7,
64,
11,
64,
8,
329,
257,
287,
317,
4357,
4324,
23029,
198,
437,
198,
2302,
260,
2611,
62,
24455,
7,
32,
3712,
23839,
19182,
11,
4324,
3712,
23839,
19182,
8,
796,
1070,
260,
2611,
62,
24455,
7,
32,
11,
357,
17497,
986,
11,
4008,
198,
2302,
260,
2611,
62,
24455,
7,
32,
3712,
23839,
19182,
11,
4324,
8,
796,
4049,
7203,
63,
17497,
63,
1276,
423,
262,
976,
1271,
286,
12784,
355,
15225,
286,
4600,
32,
63,
4943,
198,
198,
2302,
260,
2611,
62,
24455,
90,
51,
11,
45,
92,
7,
32,
3712,
23839,
19182,
90,
51,
11,
45,
5512,
4324,
3712,
46541,
8,
796,
1070,
260,
2611,
62,
24455,
7,
32,
11,
299,
83,
29291,
7,
67,
3784,
17497,
11,
3254,
90,
45,
92,
4008,
198,
198,
8818,
4808,
2302,
260,
2611,
62,
24455,
0,
7,
32,
3712,
19182,
11,
266,
16,
11,
266,
23029,
198,
220,
220,
220,
611,
266,
16,
1875,
352,
198,
220,
220,
220,
220,
220,
220,
220,
257,
796,
717,
7,
32,
8,
198,
220,
220,
220,
220,
220,
220,
220,
12940,
796,
299,
83,
29291,
7,
72,
3784,
64,
11,
266,
16,
4211,
16,
8,
198,
220,
220,
220,
220,
220,
220,
220,
4808,
2302,
260,
2611,
62,
24455,
16,
0,
7,
32,
11,
266,
16,
11,
12940,
8,
198,
220,
220,
220,
886,
198,
220,
220,
220,
4808,
2302,
260,
2611,
62,
24455,
0,
7,
16321,
7241,
12078,
7,
32,
11,
685,
17,
25,
358,
12078,
7,
32,
1776,
16,
46570,
266,
23029,
198,
437,
198,
62,
2302,
260,
2611,
62,
24455,
0,
7,
32,
3712,
19182,
8,
796,
317,
198,
198,
2,
5683,
260,
2611,
12,
10379,
20212,
1863,
366,
28665,
82,
1,
357,
46156,
352,
737,
770,
23986,
20607,
557,
198,
2,
978,
42289,
352,
11,
351,
262,
1708,
19008,
25,
198,
2,
220,
220,
532,
1963,
312,
16198,
7177,
1104,
416,
9052,
278,
625,
25462,
15225,
198,
2,
220,
220,
532,
1762,
351,
949,
14,
9806,
14729,
2138,
621,
8631,
3815,
11,
284,
198,
2,
220,
220,
220,
220,
15570,
1963,
312,
16198,
7587,
198,
2,
220,
220,
532,
5072,
329,
477,
2173,
286,
262,
7177,
11,
9041,
262,
13015,
355,
3509,
12,
1084,
198,
2,
220,
220,
220,
220,
625,
2063,
17497,
319,
2035,
1735,
198,
8818,
4808,
2302,
260,
2611,
62,
24455,
16,
0,
90,
51,
92,
7,
32,
3712,
23839,
19182,
90,
51,
29291,
90,
51,
11,
51,
92,
5512,
4324,
3712,
5317,
11,
12940,
8,
198,
220,
220,
220,
1303,
20768,
786,
262,
5387,
29445,
3212,
198,
220,
220,
220,
1303,
471,
58,
16,
4357,
406,
58,
16,
60,
389,
262,
4067,
286,
262,
3298,
357,
33479,
262,
4324,
8,
5415,
290,
5288,
198,
220,
220,
220,
1303,
471,
58,
17,
4357,
406,
58,
17,
60,
389,
262,
5415,
290,
5288,
625,
357,
52,
16,
11,
886,
60,
290,
357,
43,
16,
11,
886,
4357,
8148,
198,
220,
220,
220,
370,
796,
3300,
469,
90,
5317,
92,
7,
17497,
10,
16,
8,
198,
220,
220,
220,
45218,
796,
15690,
90,
51,
29291,
90,
51,
11,
51,
11709,
7,
17497,
8,
198,
220,
220,
220,
269,
796,
1976,
796,
717,
7,
23870,
8,
628,
220,
220,
220,
773,
82,
796,
36525,
7,
32,
8,
198,
220,
220,
220,
773,
82,
16,
796,
773,
82,
58,
16,
60,
198,
220,
220,
220,
2063,
17497,
796,
4324,
4211,
16,
198,
220,
220,
220,
1312,
86,
796,
949,
7,
12957,
7,
521,
82,
16,
828,
717,
7,
521,
82,
16,
47762,
17497,
12,
16,
8,
198,
220,
220,
220,
329,
449,
287,
13690,
35610,
17257,
7,
13199,
7,
521,
82,
4008,
198,
220,
220,
220,
220,
220,
220,
220,
6565,
0,
7,
54,
8,
198,
220,
220,
220,
220,
220,
220,
220,
1303,
43225,
5743,
13,
775,
460,
470,
49312,
597,
3815,
1865,
287,
317,
780,
198,
220,
220,
220,
220,
220,
220,
220,
1303,
356,
1183,
761,
606,
757,
287,
1568,
2653,
602,
13,
198,
220,
220,
220,
220,
220,
220,
220,
329,
1312,
796,
717,
7,
521,
82,
16,
2599,
14246,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
751,
83,
672,
441,
0,
7,
54,
11,
317,
11,
1312,
11,
449,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
269,
11,
12940,
796,
6772,
23870,
7,
23870,
11,
651,
2302,
260,
2611,
7,
32,
11,
370,
11,
449,
4008,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
1303,
10854,
262,
1334,
286,
262,
366,
28665,
1,
198,
220,
220,
220,
220,
220,
220,
220,
329,
1312,
796,
1312,
86,
10,
16,
25,
12957,
7,
521,
82,
16,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
317,
58,
72,
12,
17497,
11,
449,
60,
796,
269,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
611,
1312,
6624,
4324,
10,
8534,
7,
54,
13,
52,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
6482,
0,
7,
54,
13,
52,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
611,
1312,
6624,
4324,
10,
8534,
7,
54,
13,
43,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
6482,
0,
7,
54,
13,
43,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
751,
83,
672,
441,
0,
7,
54,
11,
317,
11,
1312,
11,
449,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
269,
11,
12940,
796,
6772,
23870,
7,
23870,
11,
651,
2302,
260,
2611,
7,
32,
11,
370,
11,
449,
4008,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
329,
1312,
796,
938,
7,
521,
82,
16,
13219,
17497,
10,
16,
25,
12957,
7,
521,
82,
16,
13219,
16,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
611,
1312,
18189,
717,
7,
521,
82,
16,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
317,
58,
72,
11,
449,
60,
796,
269,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
611,
1312,
6624,
2166,
7,
54,
13,
52,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
6482,
0,
7,
54,
13,
52,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
611,
1312,
6624,
2166,
7,
54,
13,
43,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
6482,
0,
7,
54,
13,
43,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
269,
11,
12940,
796,
6772,
23870,
7,
23870,
11,
651,
2302,
260,
2611,
7,
32,
11,
370,
11,
449,
4008,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
317,
58,
12957,
7,
521,
82,
16,
828,
449,
60,
796,
269,
198,
220,
220,
220,
886,
198,
220,
220,
220,
317,
198,
437,
198,
198,
2,
770,
318,
4622,
5443,
621,
257,
18620,
11876,
198,
31,
45145,
6772,
23870,
7,
65,
11,
2124,
8,
796,
275,
58,
16,
4357,
357,
14881,
13,
13199,
7,
65,
26513,
11,
2124,
8,
198,
198,
437,
198
] | 2.111581 | 1,891 |
# Functions
# Point
#rand(rng::Random.AbstractRNG, ::Random.SamplerType{Point{T, N}}) where N where T = Point{T, N}(NTuple{N, T}(rand(rng, T, N)))
distance(p1::Point{T, N}, p2::Point{T, N}) where N where T = sqrt(sum((p1.coordinates .- p2.coordinates).^2))
function area(arr::Array{Point{T, 2}, 1}) where T
length(arr) <= 2 && error("Area for two points cannot be computed!")
area = 0.0
x = 2
y = 3
flag = false
while(x <= length(arr) && y <= length(arr))
a = distance(arr[1], arr[x])
b = distance(arr[x], arr[y])
c = distance(arr[1], arr[y])
s = (a + b + c)/2.0
area += sqrt(s*(s - a)*(s - b)*(s - c))
if flag == false
flag = true
x = y + 1
else
flag = false
y = x + 1
end
end
return area
end
function convexHull(points::Array{Point{T,2},1}) where T
if length(points) < 3
error("Minimum three points required")
end
n = length(points)
function orientation(p::Point{T, 2}, q::Point{T, 2}, r::Point{T, 2}) where T <: Real
v = (q.coordinates[2] - p.coordinates[2])*(r.coordinates[1] - q.coordinates[1])- (q.coordinates[1] - p.coordinates[1])*(r.coordinates[2] - q.coordinates[2])
if v == 0 return 0 end
return v > 0 ? 1 : 2
end
hull = Array{Point{T, 2}, 1}(undef, 0)
l = 1
for i in 2:n
if points[i].coordinates[1] < points[l].coordinates[1]
l = i
end
end
p = l - 1
q = -1
while true
push!(hull, points[p + 1])
q = (p + 1) % n
for i in 0:(n - 1)
if(orientation(points[p + 1], points[i + 1], points[q+1]) == 2)
q = i
end
end
p = q
if p == l - 1
break
end
end
return hull
end
# Line
function distance(p::Point{T, N}, l::Line{T, N}) where N where T
t = dot(p.coordinates .- l.p.coordinates, l.v)/dot(l.v, l.v)
return norm(p.coordinates .- l.p.coordinates .- t*l.v)
end
distance(l::Line{T, N}, p::Point{T, N}) where N where T = distance(p::Point{T, N}, l::Line{T, N})
function distance(l1::Line{T, N}, l2::Line{T, N}; err = 1e-10) where N where T
if norm(l1.v .- l2.v) ≦ err
return distance(l1.p, l2)
else
return zero(T)
end
end
# Plane
function distance(p::Point{T, N}, q::Plane{T, N}) where N where T
x = distance(p, q.p)
y = distance(p, q.n)
return sqrt(x^2 - y^2)
end
function boundingbox(a::Array{Point{T, N}, 1}) where N where T
mn = Array{T,1}(undef, N)
mn .= typemax(T)
mx = Array{T,1}(undef, N)
mx .= typemin(T)
for i in 1:N, j in 1:length(a)
mn[i] = min(mn[i], a[j].coordinates[i])
mx[i] = max(mx[i], a[j].coordinates[i])
end
return (Point{T, N}(mn), Point{T, N}(mx))
end
| [
2,
40480,
201,
198,
201,
198,
2,
6252,
201,
198,
2,
25192,
7,
81,
782,
3712,
29531,
13,
23839,
49,
10503,
11,
7904,
29531,
13,
16305,
20053,
6030,
90,
12727,
90,
51,
11,
399,
11709,
8,
810,
399,
810,
309,
796,
6252,
90,
51,
11,
399,
92,
7,
11251,
29291,
90,
45,
11,
309,
92,
7,
25192,
7,
81,
782,
11,
309,
11,
399,
22305,
201,
198,
30246,
7,
79,
16,
3712,
12727,
90,
51,
11,
399,
5512,
279,
17,
3712,
12727,
90,
51,
11,
399,
30072,
810,
399,
810,
309,
796,
19862,
17034,
7,
16345,
19510,
79,
16,
13,
37652,
17540,
764,
12,
279,
17,
13,
37652,
17540,
737,
61,
17,
4008,
201,
198,
201,
198,
8818,
1989,
7,
3258,
3712,
19182,
90,
12727,
90,
51,
11,
362,
5512,
352,
30072,
810,
309,
201,
198,
220,
220,
220,
4129,
7,
3258,
8,
19841,
362,
11405,
4049,
7203,
30547,
329,
734,
2173,
2314,
307,
29231,
2474,
8,
201,
198,
220,
220,
220,
1989,
796,
657,
13,
15,
201,
198,
220,
220,
220,
2124,
796,
362,
201,
198,
220,
220,
220,
331,
796,
513,
201,
198,
220,
220,
220,
6056,
796,
3991,
201,
198,
220,
220,
220,
981,
7,
87,
19841,
4129,
7,
3258,
8,
11405,
331,
19841,
4129,
7,
3258,
4008,
201,
198,
220,
220,
220,
220,
220,
220,
220,
257,
796,
5253,
7,
3258,
58,
16,
4357,
5240,
58,
87,
12962,
201,
198,
220,
220,
220,
220,
220,
220,
220,
275,
796,
5253,
7,
3258,
58,
87,
4357,
5240,
58,
88,
12962,
201,
198,
220,
220,
220,
220,
220,
220,
220,
269,
796,
5253,
7,
3258,
58,
16,
4357,
5240,
58,
88,
12962,
201,
198,
220,
220,
220,
220,
220,
220,
220,
264,
796,
357,
64,
1343,
275,
1343,
269,
20679,
17,
13,
15,
201,
198,
220,
220,
220,
220,
220,
220,
220,
1989,
15853,
19862,
17034,
7,
82,
9,
7,
82,
532,
257,
27493,
7,
82,
532,
275,
27493,
7,
82,
532,
269,
4008,
201,
198,
220,
220,
220,
220,
220,
220,
220,
611,
6056,
6624,
3991,
201,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
6056,
796,
2081,
201,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2124,
796,
331,
1343,
352,
201,
198,
220,
220,
220,
220,
220,
220,
220,
2073,
201,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
6056,
796,
3991,
201,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
331,
796,
2124,
1343,
352,
201,
198,
220,
220,
220,
220,
220,
220,
220,
886,
201,
198,
220,
220,
220,
886,
201,
198,
220,
220,
220,
1441,
1989,
201,
198,
437,
201,
198,
201,
198,
8818,
24748,
87,
39,
724,
7,
13033,
3712,
19182,
90,
12727,
90,
51,
11,
17,
5512,
16,
30072,
810,
309,
201,
198,
220,
220,
220,
611,
4129,
7,
13033,
8,
1279,
513,
201,
198,
220,
220,
220,
220,
220,
220,
220,
4049,
7203,
44046,
1115,
2173,
2672,
4943,
201,
198,
220,
220,
220,
886,
201,
198,
220,
220,
220,
299,
796,
4129,
7,
13033,
8,
201,
198,
220,
220,
220,
2163,
12852,
7,
79,
3712,
12727,
90,
51,
11,
362,
5512,
10662,
3712,
12727,
90,
51,
11,
362,
5512,
374,
3712,
12727,
90,
51,
11,
362,
30072,
810,
309,
1279,
25,
6416,
201,
198,
220,
220,
220,
220,
220,
220,
220,
410,
796,
357,
80,
13,
37652,
17540,
58,
17,
60,
532,
279,
13,
37652,
17540,
58,
17,
12962,
9,
7,
81,
13,
37652,
17540,
58,
16,
60,
532,
10662,
13,
37652,
17540,
58,
16,
12962,
12,
357,
80,
13,
37652,
17540,
58,
16,
60,
532,
279,
13,
37652,
17540,
58,
16,
12962,
9,
7,
81,
13,
37652,
17540,
58,
17,
60,
532,
10662,
13,
37652,
17540,
58,
17,
12962,
201,
198,
220,
220,
220,
220,
220,
220,
220,
611,
410,
6624,
657,
1441,
657,
886,
201,
198,
220,
220,
220,
220,
220,
220,
220,
1441,
410,
1875,
657,
5633,
352,
1058,
362,
201,
198,
220,
220,
220,
886,
201,
198,
220,
220,
220,
23644,
796,
15690,
90,
12727,
90,
51,
11,
362,
5512,
352,
92,
7,
917,
891,
11,
657,
8,
201,
198,
220,
220,
220,
300,
796,
352,
201,
198,
220,
220,
220,
329,
1312,
287,
362,
25,
77,
201,
198,
220,
220,
220,
220,
220,
220,
220,
611,
2173,
58,
72,
4083,
37652,
17540,
58,
16,
60,
1279,
2173,
58,
75,
4083,
37652,
17540,
58,
16,
60,
201,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
300,
796,
1312,
201,
198,
220,
220,
220,
220,
220,
220,
220,
886,
201,
198,
220,
220,
220,
886,
201,
198,
220,
220,
220,
279,
796,
300,
532,
352,
201,
198,
220,
220,
220,
10662,
796,
532,
16,
201,
198,
220,
220,
220,
981,
2081,
201,
198,
220,
220,
220,
220,
220,
220,
220,
4574,
0,
7,
71,
724,
11,
2173,
58,
79,
1343,
352,
12962,
201,
198,
220,
220,
220,
220,
220,
220,
220,
10662,
796,
357,
79,
1343,
352,
8,
4064,
299,
201,
198,
220,
220,
220,
220,
220,
220,
220,
329,
1312,
287,
657,
37498,
77,
532,
352,
8,
201,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
611,
7,
13989,
341,
7,
13033,
58,
79,
1343,
352,
4357,
2173,
58,
72,
1343,
352,
4357,
2173,
58,
80,
10,
16,
12962,
6624,
362,
8,
201,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
10662,
796,
1312,
201,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
886,
201,
198,
220,
220,
220,
220,
220,
220,
220,
886,
201,
198,
220,
220,
220,
220,
220,
220,
220,
279,
796,
10662,
201,
198,
220,
220,
220,
220,
220,
220,
220,
611,
279,
6624,
300,
532,
352,
201,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2270,
201,
198,
220,
220,
220,
220,
220,
220,
220,
886,
201,
198,
220,
220,
220,
886,
201,
198,
220,
220,
220,
1441,
23644,
201,
198,
437,
201,
198,
2,
6910,
201,
198,
8818,
5253,
7,
79,
3712,
12727,
90,
51,
11,
399,
5512,
300,
3712,
13949,
90,
51,
11,
399,
30072,
810,
399,
810,
309,
201,
198,
220,
220,
220,
256,
796,
16605,
7,
79,
13,
37652,
17540,
764,
12,
300,
13,
79,
13,
37652,
17540,
11,
300,
13,
85,
20679,
26518,
7,
75,
13,
85,
11,
300,
13,
85,
8,
201,
198,
220,
220,
220,
1441,
2593,
7,
79,
13,
37652,
17540,
764,
12,
300,
13,
79,
13,
37652,
17540,
764,
12,
256,
9,
75,
13,
85,
8,
201,
198,
437,
201,
198,
30246,
7,
75,
3712,
13949,
90,
51,
11,
399,
5512,
279,
3712,
12727,
90,
51,
11,
399,
30072,
810,
399,
810,
309,
796,
5253,
7,
79,
3712,
12727,
90,
51,
11,
399,
5512,
300,
3712,
13949,
90,
51,
11,
399,
30072,
201,
198,
201,
198,
8818,
5253,
7,
75,
16,
3712,
13949,
90,
51,
11,
399,
5512,
300,
17,
3712,
13949,
90,
51,
11,
399,
19629,
11454,
796,
352,
68,
12,
940,
8,
810,
399,
810,
309,
201,
198,
220,
220,
220,
611,
2593,
7,
75,
16,
13,
85,
764,
12,
300,
17,
13,
85,
8,
15139,
99,
11454,
201,
198,
220,
220,
220,
220,
220,
220,
220,
1441,
5253,
7,
75,
16,
13,
79,
11,
300,
17,
8,
201,
198,
220,
220,
220,
2073,
201,
198,
220,
220,
220,
220,
220,
220,
220,
1441,
6632,
7,
51,
8,
201,
198,
220,
220,
220,
886,
201,
198,
437,
201,
198,
201,
198,
2,
36829,
201,
198,
201,
198,
8818,
5253,
7,
79,
3712,
12727,
90,
51,
11,
399,
5512,
10662,
3712,
3646,
1531,
90,
51,
11,
399,
30072,
810,
399,
810,
309,
201,
198,
220,
220,
220,
2124,
796,
5253,
7,
79,
11,
10662,
13,
79,
8,
201,
198,
220,
220,
220,
331,
796,
5253,
7,
79,
11,
10662,
13,
77,
8,
201,
198,
220,
220,
220,
1441,
19862,
17034,
7,
87,
61,
17,
532,
331,
61,
17,
8,
201,
198,
437,
201,
198,
201,
198,
8818,
5421,
278,
3524,
7,
64,
3712,
19182,
90,
12727,
90,
51,
11,
399,
5512,
352,
30072,
810,
399,
810,
309,
201,
198,
220,
220,
220,
285,
77,
796,
15690,
90,
51,
11,
16,
92,
7,
917,
891,
11,
399,
8,
201,
198,
220,
220,
220,
285,
77,
764,
28,
2170,
368,
897,
7,
51,
8,
201,
198,
220,
220,
220,
285,
87,
796,
15690,
90,
51,
11,
16,
92,
7,
917,
891,
11,
399,
8,
201,
198,
220,
220,
220,
285,
87,
764,
28,
2170,
14857,
7,
51,
8,
201,
198,
220,
220,
220,
329,
1312,
287,
352,
25,
45,
11,
474,
287,
352,
25,
13664,
7,
64,
8,
201,
198,
220,
220,
220,
220,
220,
220,
220,
285,
77,
58,
72,
60,
796,
949,
7,
10295,
58,
72,
4357,
257,
58,
73,
4083,
37652,
17540,
58,
72,
12962,
201,
198,
220,
220,
220,
220,
220,
220,
220,
285,
87,
58,
72,
60,
796,
3509,
7,
36802,
58,
72,
4357,
257,
58,
73,
4083,
37652,
17540,
58,
72,
12962,
201,
198,
220,
220,
220,
886,
201,
198,
220,
220,
220,
1441,
357,
12727,
90,
51,
11,
399,
92,
7,
10295,
828,
6252,
90,
51,
11,
399,
92,
7,
36802,
4008,
201,
198,
437,
201,
198
] | 1.905318 | 1,542 |
# functions to download the data
const FILESIZES = CSV.read(joinpath(DIR,"metadata","filesizes.csv"), DataFrame)
# _download is a modified MIT expat licensed code from HTTP.jl
# https://github.com/JuliaWeb/HTTP.jl/blob/668e7e68747bb333ebde13af8d16add5b82b3b8a/src/download.jl#L92
function _download(url::AbstractString,
file_path::AbstractString;
headers = [],
progress = nothing, # nothing or Progress or ParallelProgress
filesize = typemax(Int),
update_period = 1,
kw...)
if isnothing(progress)
update_period = Inf
end
HTTP.open("GET", url, headers; kw...) do stream
eof(stream) && return # don't do anything for streams we can't read (yet)
downloaded_bytes = 0
prev_time = Dates.now()
function report_callback()
prev_time = Dates.now()
completion_progress = downloaded_bytes
# we stay stuck at 99% if file is bigger than expected
update!(progress, min(completion_progress, filesize-1))
end
Base.open(file_path, "w") do fh
while !eof(stream)
downloaded_bytes += write(fh, readavailable(stream))
if !isinf(update_period)
if Dates.now() - prev_time > Dates.Millisecond(round(1000update_period))
report_callback()
end
end
end
end
if !isinf(update_period)
finish!(progress)
end
end
return
end
function get_file_size(siteid::Integer, compressed::Bool)
col = compressed ? ".csv.gz" : ".csv"
return ceil(Int, FILESIZES[siteid, col])
end
function download_site_csv(source, siteid, path_to_data_folder; kw...)
if source === :zenodo
return download_site_csv_from_zenodo(siteid, path_to_data_folder; kw...)
elseif source === :schneider
return download_site_csv_from_schneider(siteid, path_to_data_folder; kw...)
else
error("Source $(repr(source)) not found")
end
end
function download_sites_data(path_to_data_folder,
sitesid = 1:70;
source = :zenodo,
kw...)
for siteid in sitesid
download_site_csv(source, siteid, path_to_data_folder; kw...)
end
return
end
function download_pv(path_to_data_folder; kw...)
download_pv_csv_from_zenodo(path_to_data_folder; kw...)
return
end
function download_sites_data_parallel(path_to_data_folder,
sitesid = 1:70;
progress = true,
max_threads = 4,
compressed = true,
source = :zenodo,
kw...)
file_sizes = get_file_size.(sitesid, compressed)
if progress
ext = compressed ? ".csv.gz" : ".csv"
mprog = MultipleProgress(length(sitesid), file_sizes;
kws = [(:desc => "Downloading $j$ext ",) for j in sitesid],
desc = "Downloading files... ",
dt = 0.1)
end
i = firstindex(sitesid) - 1
@sync for p in 1:max_threads
@async while true
idx = (i += 1)
idx > lastindex(sitesid) && break
download_site_csv(source, sitesid[idx], path_to_data_folder;
progress = progress ? mprog[idx] : false,
compressed = compressed,
file_size = file_sizes[idx],
kw...)
end
end
progress && finish!(mprog)
return
end
| [
2,
5499,
284,
4321,
262,
1366,
198,
198,
9979,
34020,
1546,
14887,
1546,
796,
44189,
13,
961,
7,
22179,
6978,
7,
34720,
553,
38993,
2430,
16624,
4340,
13,
40664,
12340,
6060,
19778,
8,
198,
198,
2,
4808,
15002,
318,
257,
9518,
17168,
1033,
265,
11971,
2438,
422,
14626,
13,
20362,
198,
2,
3740,
1378,
12567,
13,
785,
14,
16980,
544,
13908,
14,
40717,
13,
20362,
14,
2436,
672,
14,
35809,
68,
22,
68,
39925,
2857,
11848,
20370,
1765,
2934,
1485,
1878,
23,
67,
1433,
2860,
20,
65,
6469,
65,
18,
65,
23,
64,
14,
10677,
14,
15002,
13,
20362,
2,
43,
5892,
198,
198,
8818,
4808,
15002,
7,
6371,
3712,
23839,
10100,
11,
220,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2393,
62,
6978,
3712,
23839,
10100,
26,
220,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
24697,
796,
685,
4357,
220,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
4371,
796,
2147,
11,
1303,
2147,
393,
18387,
393,
42945,
32577,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
3696,
1096,
796,
2170,
368,
897,
7,
5317,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
4296,
62,
41007,
796,
352,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
479,
86,
23029,
628,
220,
220,
220,
611,
318,
22366,
7,
33723,
8,
198,
220,
220,
220,
220,
220,
220,
220,
4296,
62,
41007,
796,
4806,
198,
220,
220,
220,
886,
628,
220,
220,
220,
14626,
13,
9654,
7203,
18851,
1600,
19016,
11,
24697,
26,
479,
86,
23029,
466,
4269,
198,
220,
220,
220,
220,
220,
220,
220,
304,
1659,
7,
5532,
8,
11405,
1441,
220,
1303,
836,
470,
466,
1997,
329,
15190,
356,
460,
470,
1100,
357,
25907,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
198,
220,
220,
220,
220,
220,
220,
220,
15680,
62,
33661,
796,
657,
198,
220,
220,
220,
220,
220,
220,
220,
8654,
62,
2435,
796,
44712,
13,
2197,
3419,
628,
220,
220,
220,
220,
220,
220,
220,
2163,
989,
62,
47423,
3419,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
8654,
62,
2435,
796,
44712,
13,
2197,
3419,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
11939,
62,
33723,
796,
15680,
62,
33661,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1303,
356,
2652,
7819,
379,
7388,
4,
611,
2393,
318,
5749,
621,
2938,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
4296,
0,
7,
33723,
11,
949,
7,
785,
24547,
62,
33723,
11,
3696,
1096,
12,
16,
4008,
198,
220,
220,
220,
220,
220,
220,
220,
886,
628,
220,
220,
220,
220,
220,
220,
220,
7308,
13,
9654,
7,
7753,
62,
6978,
11,
366,
86,
4943,
466,
277,
71,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
981,
5145,
68,
1659,
7,
5532,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
15680,
62,
33661,
15853,
3551,
7,
69,
71,
11,
1100,
15182,
7,
5532,
4008,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
611,
5145,
271,
10745,
7,
19119,
62,
41007,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
611,
44712,
13,
2197,
3419,
532,
8654,
62,
2435,
1875,
44712,
13,
22603,
27866,
623,
7,
744,
7,
12825,
19119,
62,
41007,
4008,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
989,
62,
47423,
3419,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
611,
5145,
271,
10745,
7,
19119,
62,
41007,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
5461,
0,
7,
33723,
8,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
886,
198,
220,
220,
220,
1441,
198,
437,
198,
198,
8818,
651,
62,
7753,
62,
7857,
7,
15654,
312,
3712,
46541,
11,
25388,
3712,
33,
970,
8,
198,
220,
220,
220,
951,
796,
25388,
5633,
27071,
40664,
13,
34586,
1,
1058,
27071,
40664,
1,
198,
220,
220,
220,
1441,
2906,
346,
7,
5317,
11,
34020,
1546,
14887,
1546,
58,
15654,
312,
11,
951,
12962,
198,
437,
198,
198,
8818,
4321,
62,
15654,
62,
40664,
7,
10459,
11,
2524,
312,
11,
3108,
62,
1462,
62,
7890,
62,
43551,
26,
479,
86,
23029,
198,
220,
220,
220,
611,
2723,
24844,
1058,
4801,
24313,
198,
220,
220,
220,
220,
220,
220,
220,
1441,
4321,
62,
15654,
62,
40664,
62,
6738,
62,
4801,
24313,
7,
15654,
312,
11,
3108,
62,
1462,
62,
7890,
62,
43551,
26,
479,
86,
23029,
198,
220,
220,
220,
2073,
361,
2723,
24844,
1058,
20601,
710,
1304,
198,
220,
220,
220,
220,
220,
220,
220,
1441,
4321,
62,
15654,
62,
40664,
62,
6738,
62,
20601,
710,
1304,
7,
15654,
312,
11,
3108,
62,
1462,
62,
7890,
62,
43551,
26,
479,
86,
23029,
198,
220,
220,
220,
2073,
198,
220,
220,
220,
220,
220,
220,
220,
4049,
7203,
7416,
29568,
260,
1050,
7,
10459,
4008,
407,
1043,
4943,
198,
220,
220,
220,
886,
198,
437,
198,
198,
8818,
4321,
62,
49315,
62,
7890,
7,
6978,
62,
1462,
62,
7890,
62,
43551,
11,
220,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
5043,
312,
796,
352,
25,
2154,
26,
220,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2723,
796,
1058,
4801,
24313,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
479,
86,
23029,
198,
220,
220,
220,
329,
2524,
312,
287,
5043,
312,
198,
220,
220,
220,
220,
220,
220,
220,
4321,
62,
15654,
62,
40664,
7,
10459,
11,
2524,
312,
11,
3108,
62,
1462,
62,
7890,
62,
43551,
26,
479,
86,
23029,
198,
220,
220,
220,
886,
198,
220,
220,
220,
1441,
198,
437,
198,
198,
8818,
4321,
62,
79,
85,
7,
6978,
62,
1462,
62,
7890,
62,
43551,
26,
479,
86,
23029,
198,
220,
220,
220,
4321,
62,
79,
85,
62,
40664,
62,
6738,
62,
4801,
24313,
7,
6978,
62,
1462,
62,
7890,
62,
43551,
26,
479,
86,
23029,
198,
220,
220,
220,
1441,
198,
437,
198,
198,
8818,
4321,
62,
49315,
62,
7890,
62,
1845,
29363,
7,
6978,
62,
1462,
62,
7890,
62,
43551,
11,
220,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
5043,
312,
796,
352,
25,
2154,
26,
220,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
4371,
796,
2081,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
3509,
62,
16663,
82,
796,
604,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
25388,
796,
2081,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2723,
796,
1058,
4801,
24313,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
479,
86,
23029,
198,
220,
220,
220,
220,
198,
220,
220,
220,
2393,
62,
82,
4340,
796,
651,
62,
7753,
62,
7857,
12195,
49315,
312,
11,
25388,
8,
198,
220,
220,
220,
220,
198,
220,
220,
220,
611,
4371,
198,
220,
220,
220,
220,
220,
220,
220,
1070,
796,
25388,
5633,
27071,
40664,
13,
34586,
1,
1058,
27071,
40664,
1,
198,
220,
220,
220,
220,
220,
220,
220,
285,
1676,
70,
796,
20401,
32577,
7,
13664,
7,
49315,
312,
828,
2393,
62,
82,
4340,
26,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
479,
18504,
796,
47527,
25,
20147,
5218,
366,
10002,
278,
720,
73,
3,
2302,
33172,
8,
329,
474,
287,
5043,
312,
4357,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1715,
796,
366,
10002,
278,
3696,
986,
33172,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
288,
83,
796,
657,
13,
16,
8,
198,
220,
220,
220,
886,
628,
220,
220,
220,
1312,
796,
717,
9630,
7,
49315,
312,
8,
532,
352,
198,
220,
220,
220,
2488,
27261,
329,
279,
287,
352,
25,
9806,
62,
16663,
82,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
292,
13361,
981,
2081,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
4686,
87,
796,
357,
72,
15853,
352,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
4686,
87,
1875,
938,
9630,
7,
49315,
312,
8,
11405,
2270,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
4321,
62,
15654,
62,
40664,
7,
10459,
11,
5043,
312,
58,
312,
87,
4357,
3108,
62,
1462,
62,
7890,
62,
43551,
26,
220,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
4371,
796,
4371,
5633,
285,
1676,
70,
58,
312,
87,
60,
1058,
3991,
11,
220,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
25388,
796,
25388,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2393,
62,
7857,
796,
2393,
62,
82,
4340,
58,
312,
87,
4357,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
479,
86,
23029,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
886,
198,
220,
220,
220,
4371,
11405,
5461,
0,
7,
76,
1676,
70,
8,
198,
220,
220,
220,
1441,
198,
437,
198
] | 1.90927 | 2,028 |
using HTTP
using JSON
struct Client
Query::Function
serverUrl::Function
headers::Function
serverAuth::Function
end
struct Result
Info
Data::String
end
"""
Queryclient(url::String,data::String; vars::Dict=Dict(),auth::String="Bearer <PASSWORD>", headers::Dict=Dict(),getlink::Bool=false,check::Bool=false,operationName::Union{String, Nothing}=nothing)
Execute a query with all available parameters
"""
function Queryclient(url::String,data::String;
vars::Dict=Dict(),auth::String="Bearer <PASSWORD>",
headers::Dict=Dict(),getlink::Bool=false,
check::Bool=false,operationName::Union{String, Nothing}=nothing)
if (check)
Validatequery(Parse(data))
end
if (getlink == true)
#------------
link =url*"?query="*HTTP.escapeuri(data)
if operationName !== nothing && length(operationName) > 0
link=link*"&operationName="*operationName
end
if length(vars)>0
link=link*"&variables="*HTTP.escapeuri(JSON.json(vars))
end
return link
#------------
else
myjson = Dict("query"=>data,"variables" => vars,"operationName" => operationName)
my_headers = HTTP.mkheaders(["Accept" => "application/json","Content-Type" => "application/json" ,"Authorization" => auth])
for (key, value) in headers
HTTP.setheader(my_headers,key => value )
end
r = HTTP.post(url,my_headers,JSON.json(myjson))
return Result(r,String(r.body))
end
end
"""
Queryclient(queryurl::String)
Execute the query in link format and return the result.
"""
function Queryclient(queryurl::String)
r=HTTP.get(queryurl)
return Result(r,String(r.body))
end
"""
GraphQLClient(url::String; auth::String="Bearer <PASSWORD>", headers::Dict=Dict())
Stores the parameters of the query for later use, returns a Client object
"""
function GraphQLClient(url::String; auth::String="Bearer 0<PASSWORD>", headers::Dict=Dict())
my_url::String= url
my_auth::String= auth
my_headersextras::Dict= headers
function serverUrl(url::String)
my_url = url
end
function setheaders(headers::Dict)
my_headersextras=headers
end
function serverAuth(auth::String)
my_auth= auth
end
function Query(data::String; vars::Dict=Dict(),getlink::Bool=false,check::Bool=false,operationName::Union{String, Nothing}=nothing)
return Queryclient(my_url,data,vars=vars,auth=my_auth,headers=my_headersextras,getlink=getlink,operationName=operationName,check=check)
end
return Client(Query,serverUrl,setheaders,serverAuth)
end | [
3500,
14626,
198,
3500,
19449,
198,
198,
7249,
20985,
198,
197,
20746,
3712,
22203,
198,
197,
15388,
28165,
3712,
22203,
198,
197,
50145,
3712,
22203,
198,
197,
15388,
30515,
3712,
22203,
198,
437,
198,
198,
7249,
25414,
198,
197,
12360,
198,
197,
6601,
3712,
10100,
198,
437,
628,
198,
37811,
198,
220,
220,
220,
43301,
16366,
7,
6371,
3712,
10100,
11,
7890,
3712,
10100,
26,
410,
945,
3712,
35,
713,
28,
35,
713,
22784,
18439,
3712,
10100,
2625,
3856,
11258,
1279,
47924,
54,
12532,
29,
1600,
24697,
3712,
35,
713,
28,
35,
713,
22784,
1136,
8726,
3712,
33,
970,
28,
9562,
11,
9122,
3712,
33,
970,
28,
9562,
11,
27184,
5376,
3712,
38176,
90,
10100,
11,
10528,
92,
28,
22366,
8,
628,
220,
8393,
1133,
257,
12405,
351,
477,
1695,
10007,
198,
37811,
198,
8818,
43301,
16366,
7,
6371,
3712,
10100,
11,
7890,
3712,
10100,
26,
198,
197,
197,
197,
197,
197,
410,
945,
3712,
35,
713,
28,
35,
713,
22784,
18439,
3712,
10100,
2625,
3856,
11258,
1279,
47924,
54,
12532,
29,
1600,
198,
197,
197,
197,
197,
197,
24697,
3712,
35,
713,
28,
35,
713,
22784,
1136,
8726,
3712,
33,
970,
28,
9562,
11,
198,
197,
197,
197,
197,
197,
2198,
3712,
33,
970,
28,
9562,
11,
27184,
5376,
3712,
38176,
90,
10100,
11,
10528,
92,
28,
22366,
8,
628,
197,
361,
357,
9122,
8,
198,
197,
197,
7762,
20540,
22766,
7,
10044,
325,
7,
7890,
4008,
198,
197,
437,
628,
197,
361,
357,
1136,
8726,
6624,
2081,
8,
198,
197,
197,
2,
10541,
198,
197,
197,
8726,
796,
6371,
9,
13984,
22766,
2625,
9,
40717,
13,
41915,
9900,
7,
7890,
8,
628,
197,
197,
361,
4905,
5376,
5145,
855,
2147,
11405,
4129,
7,
27184,
5376,
8,
1875,
657,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2792,
28,
8726,
9,
1,
5,
27184,
5376,
2625,
9,
27184,
5376,
198,
197,
197,
437,
628,
197,
197,
361,
4129,
7,
85,
945,
8,
29,
15,
198,
197,
197,
197,
8726,
28,
8726,
9,
1,
5,
25641,
2977,
2625,
9,
40717,
13,
41915,
9900,
7,
40386,
13,
17752,
7,
85,
945,
4008,
198,
197,
197,
437,
198,
197,
197,
7783,
2792,
198,
197,
197,
2,
10541,
198,
197,
17772,
628,
197,
197,
1820,
17752,
796,
360,
713,
7203,
22766,
1,
14804,
7890,
553,
25641,
2977,
1,
5218,
410,
945,
553,
27184,
5376,
1,
5218,
4905,
5376,
8,
198,
197,
197,
1820,
62,
50145,
796,
14626,
13,
28015,
50145,
7,
14692,
38855,
1,
5218,
366,
31438,
14,
17752,
2430,
19746,
12,
6030,
1,
5218,
366,
31438,
14,
17752,
1,
42911,
13838,
1634,
1,
5218,
6284,
12962,
198,
197,
197,
1640,
357,
2539,
11,
1988,
8,
287,
24697,
198,
197,
197,
197,
40717,
13,
2617,
25677,
7,
1820,
62,
50145,
11,
2539,
5218,
1988,
1267,
198,
197,
197,
437,
198,
197,
197,
81,
796,
14626,
13,
7353,
7,
6371,
11,
1820,
62,
50145,
11,
40386,
13,
17752,
7,
1820,
17752,
4008,
198,
197,
197,
7783,
25414,
7,
81,
11,
10100,
7,
81,
13,
2618,
4008,
628,
197,
437,
198,
437,
198,
198,
37811,
198,
220,
220,
220,
43301,
16366,
7,
22766,
6371,
3712,
10100,
8,
628,
220,
8393,
1133,
262,
12405,
287,
2792,
5794,
290,
1441,
262,
1255,
13,
198,
37811,
198,
8818,
43301,
16366,
7,
22766,
6371,
3712,
10100,
8,
198,
197,
81,
28,
40717,
13,
1136,
7,
22766,
6371,
8,
198,
197,
7783,
25414,
7,
81,
11,
10100,
7,
81,
13,
2618,
4008,
198,
437,
198,
198,
37811,
198,
220,
220,
220,
29681,
9711,
11792,
7,
6371,
3712,
10100,
26,
6284,
3712,
10100,
2625,
3856,
11258,
1279,
47924,
54,
12532,
29,
1600,
24697,
3712,
35,
713,
28,
35,
713,
28955,
628,
220,
41835,
262,
10007,
286,
262,
12405,
329,
1568,
779,
11,
5860,
257,
20985,
2134,
198,
37811,
198,
8818,
29681,
9711,
11792,
7,
6371,
3712,
10100,
26,
6284,
3712,
10100,
2625,
3856,
11258,
657,
27,
47924,
54,
12532,
29,
1600,
24697,
3712,
35,
713,
28,
35,
713,
28955,
628,
197,
1820,
62,
6371,
3712,
10100,
28,
19016,
198,
197,
1820,
62,
18439,
3712,
10100,
28,
6284,
198,
197,
1820,
62,
25677,
325,
742,
8847,
3712,
35,
713,
28,
24697,
628,
197,
8818,
4382,
28165,
7,
6371,
3712,
10100,
8,
198,
197,
197,
1820,
62,
6371,
796,
19016,
198,
197,
437,
628,
197,
8818,
900,
50145,
7,
50145,
3712,
35,
713,
8,
198,
197,
220,
220,
220,
616,
62,
25677,
325,
742,
8847,
28,
50145,
198,
197,
437,
628,
197,
8818,
4382,
30515,
7,
18439,
3712,
10100,
8,
198,
197,
197,
1820,
62,
18439,
28,
6284,
198,
197,
437,
628,
197,
8818,
43301,
7,
7890,
3712,
10100,
26,
410,
945,
3712,
35,
713,
28,
35,
713,
22784,
1136,
8726,
3712,
33,
970,
28,
9562,
11,
9122,
3712,
33,
970,
28,
9562,
11,
27184,
5376,
3712,
38176,
90,
10100,
11,
10528,
92,
28,
22366,
8,
628,
197,
197,
7783,
43301,
16366,
7,
1820,
62,
6371,
11,
7890,
11,
85,
945,
28,
85,
945,
11,
18439,
28,
1820,
62,
18439,
11,
50145,
28,
1820,
62,
25677,
325,
742,
8847,
11,
1136,
8726,
28,
1136,
8726,
11,
27184,
5376,
28,
27184,
5376,
11,
9122,
28,
9122,
8,
628,
197,
437,
628,
197,
7783,
20985,
7,
20746,
11,
15388,
28165,
11,
2617,
50145,
11,
15388,
30515,
8,
198,
437
] | 2.807298 | 877 |
<gh_stars>100-1000
using DataFrames, Dash, DashHtmlComponents, DashCoreComponents, PlotlyJS, UrlDownload
df2 = DataFrame(urldownload("https://raw.githubusercontent.com/plotly/datasets/master/country_indicators.csv"))
dropmissing!(df2)
rename!(df2, Dict(:"Year" => "year"))
available_indicators = unique(df2[!, "Indicator Name"])
years = unique(df2[!, "year"])
app = dash()
app.layout = html_div() do
html_div(
children = [
dcc_dropdown(
id = "xaxis-column",
options = [
(label = i, value = i) for i in available_indicators
],
value = "Fertility rate, total (births per woman)",
),
dcc_radioitems(
id = "xaxis-type",
options = [(label = i, value = i) for i in ["linear", "log"]],
value = "linear",
),
],
style = (width = "48%", display = "inline-block"),
),
html_div(
children = [
dcc_dropdown(
id = "yaxis-column",
options = [
(label = i, value = i) for i in available_indicators
],
value = "Life expectancy at birth, total (years)",
),
dcc_radioitems(
id = "yaxis-type",
options = [(label = i, value = i) for i in ["linear", "log"]],
value = "linear",
),
],
style = (width = "48%", display = "inline-block", float = "right"),
),
dcc_graph(id = "indicator-graphic"),
dcc_slider(
id = "year-slider-2",
min = minimum(years),
max = maximum(years),
marks = Dict([Symbol(v) => Symbol(v) for v in years]),
value = minimum(years),
step = nothing,
)
end
callback!(
app,
Output("indicator-graphic", "figure"),
Input("xaxis-column", "value"),
Input("yaxis-column", "value"),
Input("xaxis-type", "value"),
Input("yaxis-type", "value"),
Input("year-slider-2", "value"),
) do xaxis_column_name, yaxis_column_name, xaxis_type, yaxis_type, year_value
df2f = df2[df2.year .== year_value, :]
return Plot(
df2f[df2f[!, Symbol("Indicator Name")] .== xaxis_column_name, :Value],
df2f[df2f[!, Symbol("Indicator Name")] .== yaxis_column_name, :Value],
Layout(
xaxis_type = xaxis_type == "Linear" ? "linear" : "log",
xaxis_title = xaxis_column_name,
yaxis_title = yaxis_column_name,
yaxis_type = yaxis_type == "Linear" ? "linear" : "log",
hovermode = "closest",
),
kind = "scatter",
text = df2f[
df2f[Symbol("Indicator Name")] .== yaxis_column_name,
Symbol("Country Name"),
],
mode = "markers",
marker_size = 15,
marker_opacity = 0.5,
marker_line_width = 0.5,
marker_line_color = "white"
)
end
run_server(app, "0.0.0.0", debug = true)
| [
27,
456,
62,
30783,
29,
3064,
12,
12825,
198,
3500,
6060,
35439,
11,
16189,
11,
16189,
39,
20369,
7293,
3906,
11,
16189,
14055,
7293,
3906,
11,
28114,
306,
20120,
11,
8799,
75,
10002,
628,
198,
7568,
17,
796,
6060,
19778,
7,
333,
335,
593,
2220,
7203,
5450,
1378,
1831,
13,
12567,
43667,
13,
785,
14,
29487,
306,
14,
19608,
292,
1039,
14,
9866,
14,
19315,
62,
521,
44549,
13,
40664,
48774,
198,
198,
14781,
45688,
0,
7,
7568,
17,
8,
198,
198,
918,
480,
0,
7,
7568,
17,
11,
360,
713,
7,
11097,
17688,
1,
5218,
366,
1941,
48774,
198,
198,
15182,
62,
521,
44549,
796,
3748,
7,
7568,
17,
58,
28265,
366,
5497,
26407,
6530,
8973,
8,
198,
19002,
796,
3748,
7,
7568,
17,
58,
28265,
366,
1941,
8973,
8,
198,
198,
1324,
796,
14470,
3419,
198,
198,
1324,
13,
39786,
796,
27711,
62,
7146,
3419,
466,
198,
220,
220,
220,
27711,
62,
7146,
7,
198,
220,
220,
220,
220,
220,
220,
220,
1751,
796,
685,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
288,
535,
62,
14781,
2902,
7,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
4686,
796,
366,
87,
22704,
12,
28665,
1600,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
3689,
796,
685,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
357,
18242,
796,
1312,
11,
1988,
796,
1312,
8,
329,
1312,
287,
1695,
62,
521,
44549,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
16589,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1988,
796,
366,
37,
27651,
2494,
11,
2472,
357,
24280,
82,
583,
2415,
42501,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
10612,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
288,
535,
62,
37004,
23814,
7,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
4686,
796,
366,
87,
22704,
12,
4906,
1600,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
3689,
796,
47527,
18242,
796,
1312,
11,
1988,
796,
1312,
8,
329,
1312,
287,
14631,
29127,
1600,
366,
6404,
8973,
4357,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1988,
796,
366,
29127,
1600,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
10612,
198,
220,
220,
220,
220,
220,
220,
220,
16589,
198,
220,
220,
220,
220,
220,
220,
220,
3918,
796,
357,
10394,
796,
366,
2780,
4,
1600,
3359,
796,
366,
45145,
12,
9967,
12340,
198,
220,
220,
220,
10612,
198,
220,
220,
220,
27711,
62,
7146,
7,
198,
220,
220,
220,
220,
220,
220,
220,
1751,
796,
685,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
288,
535,
62,
14781,
2902,
7,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
4686,
796,
366,
88,
22704,
12,
28665,
1600,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
3689,
796,
685,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
357,
18242,
796,
1312,
11,
1988,
796,
1312,
8,
329,
1312,
287,
1695,
62,
521,
44549,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
16589,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1988,
796,
366,
14662,
29098,
379,
4082,
11,
2472,
357,
19002,
42501,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
10612,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
288,
535,
62,
37004,
23814,
7,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
4686,
796,
366,
88,
22704,
12,
4906,
1600,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
3689,
796,
47527,
18242,
796,
1312,
11,
1988,
796,
1312,
8,
329,
1312,
287,
14631,
29127,
1600,
366,
6404,
8973,
4357,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1988,
796,
366,
29127,
1600,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
10612,
198,
220,
220,
220,
220,
220,
220,
220,
16589,
198,
220,
220,
220,
220,
220,
220,
220,
3918,
796,
357,
10394,
796,
366,
2780,
4,
1600,
3359,
796,
366,
45145,
12,
9967,
1600,
12178,
796,
366,
3506,
12340,
198,
220,
220,
220,
10612,
198,
220,
220,
220,
288,
535,
62,
34960,
7,
312,
796,
366,
521,
26407,
12,
70,
22262,
12340,
198,
220,
220,
220,
288,
535,
62,
6649,
1304,
7,
198,
220,
220,
220,
220,
220,
220,
220,
4686,
796,
366,
1941,
12,
6649,
1304,
12,
17,
1600,
198,
220,
220,
220,
220,
220,
220,
220,
949,
796,
5288,
7,
19002,
828,
198,
220,
220,
220,
220,
220,
220,
220,
3509,
796,
5415,
7,
19002,
828,
198,
220,
220,
220,
220,
220,
220,
220,
8849,
796,
360,
713,
26933,
13940,
23650,
7,
85,
8,
5218,
38357,
7,
85,
8,
329,
410,
287,
812,
46570,
198,
220,
220,
220,
220,
220,
220,
220,
1988,
796,
5288,
7,
19002,
828,
198,
220,
220,
220,
220,
220,
220,
220,
2239,
796,
2147,
11,
198,
220,
220,
220,
1267,
198,
437,
198,
198,
47423,
0,
7,
198,
220,
220,
220,
598,
11,
198,
220,
220,
220,
25235,
7203,
521,
26407,
12,
70,
22262,
1600,
366,
26875,
12340,
198,
220,
220,
220,
23412,
7203,
87,
22704,
12,
28665,
1600,
366,
8367,
12340,
198,
220,
220,
220,
23412,
7203,
88,
22704,
12,
28665,
1600,
366,
8367,
12340,
198,
220,
220,
220,
23412,
7203,
87,
22704,
12,
4906,
1600,
366,
8367,
12340,
198,
220,
220,
220,
23412,
7203,
88,
22704,
12,
4906,
1600,
366,
8367,
12340,
198,
220,
220,
220,
23412,
7203,
1941,
12,
6649,
1304,
12,
17,
1600,
366,
8367,
12340,
198,
8,
466,
2124,
22704,
62,
28665,
62,
3672,
11,
331,
22704,
62,
28665,
62,
3672,
11,
2124,
22704,
62,
4906,
11,
331,
22704,
62,
4906,
11,
614,
62,
8367,
198,
220,
220,
220,
47764,
17,
69,
796,
47764,
17,
58,
7568,
17,
13,
1941,
764,
855,
614,
62,
8367,
11,
1058,
60,
198,
220,
220,
220,
1441,
28114,
7,
198,
220,
220,
220,
220,
220,
220,
220,
47764,
17,
69,
58,
7568,
17,
69,
58,
28265,
38357,
7203,
5497,
26407,
6530,
4943,
60,
764,
855,
2124,
22704,
62,
28665,
62,
3672,
11,
1058,
11395,
4357,
198,
220,
220,
220,
220,
220,
220,
220,
47764,
17,
69,
58,
7568,
17,
69,
58,
28265,
38357,
7203,
5497,
26407,
6530,
4943,
60,
764,
855,
331,
22704,
62,
28665,
62,
3672,
11,
1058,
11395,
4357,
198,
220,
220,
220,
220,
220,
220,
220,
47639,
7,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2124,
22704,
62,
4906,
796,
2124,
22704,
62,
4906,
6624,
366,
14993,
451,
1,
5633,
366,
29127,
1,
1058,
366,
6404,
1600,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2124,
22704,
62,
7839,
796,
2124,
22704,
62,
28665,
62,
3672,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
331,
22704,
62,
7839,
796,
331,
22704,
62,
28665,
62,
3672,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
331,
22704,
62,
4906,
796,
331,
22704,
62,
4906,
6624,
366,
14993,
451,
1,
5633,
366,
29127,
1,
1058,
366,
6404,
1600,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
20599,
14171,
796,
366,
565,
418,
395,
1600,
198,
220,
220,
220,
220,
220,
220,
220,
10612,
198,
220,
220,
220,
220,
220,
220,
220,
1611,
796,
366,
1416,
1436,
1600,
198,
220,
220,
220,
220,
220,
220,
220,
2420,
796,
47764,
17,
69,
58,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
47764,
17,
69,
58,
13940,
23650,
7203,
5497,
26407,
6530,
4943,
60,
764,
855,
331,
22704,
62,
28665,
62,
3672,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
38357,
7203,
33921,
6530,
12340,
198,
220,
220,
220,
220,
220,
220,
220,
16589,
198,
220,
220,
220,
220,
220,
220,
220,
4235,
796,
366,
4102,
364,
1600,
198,
220,
220,
220,
220,
220,
220,
220,
18364,
62,
7857,
796,
1315,
11,
198,
220,
220,
220,
220,
220,
220,
220,
18364,
62,
404,
4355,
796,
657,
13,
20,
11,
198,
220,
220,
220,
220,
220,
220,
220,
18364,
62,
1370,
62,
10394,
796,
657,
13,
20,
11,
198,
220,
220,
220,
220,
220,
220,
220,
18364,
62,
1370,
62,
8043,
796,
366,
11186,
1,
198,
220,
220,
220,
1267,
198,
437,
198,
198,
5143,
62,
15388,
7,
1324,
11,
366,
15,
13,
15,
13,
15,
13,
15,
1600,
14257,
796,
2081,
8,
198
] | 1.988823 | 1,521 |
using PENBBControl
using Test
@testset "PENBBControl.jl" begin
# Write your tests here.
end
| [
3500,
350,
1677,
33833,
756,
3225,
198,
3500,
6208,
198,
198,
31,
9288,
2617,
366,
47,
1677,
33833,
756,
3225,
13,
20362,
1,
2221,
198,
220,
220,
220,
1303,
19430,
534,
5254,
994,
13,
198,
437,
198
] | 2.621622 | 37 |
using RDatasets, DataFrames, FixedEffectModels, Base.Test
x = dataset("plm", "Cigar")
x[:pState] = pool(x[:State])
x[:pYear] = pool(x[:Year])
result = reg(Sales ~ NDI, x)
show(result)
predict(result, x)
residuals(result, x)
reg(Sales ~ CPI + (Price = Pimin), x)
result = reg(Sales ~ CPI + (Price = Pimin), x)
predict(result, x)
residuals(result, x)
model_response(result, x)
@test nobs(result) == 1380
@test_approx_eq vcov(result)[1] 3.5384578251636785
show(reg(Sales ~ Price |> pState, x))
show(reg(Sales ~ CPI + (Price = Pimin) |> pState, x))
result = reg(Sales ~ Price, x)
@test maxabs(residuals(result, x)[1:10] .- [-39.2637, -37.48801, -34.38801, -36.09743, -36.97446, -43.15547, -41.22573, -40.83648, -34.52427, -28.91617]) <= 1e-4
result = reg(Sales ~ Price |> pState, x, save = true)
@test maxabs(result.augmentdf[:residuals][1:10] .- [-22.08499, -20.33318, -17.23318, -18.97645, -19.85547, -26.1161, -24.20627, -23.87674, -17.62624, -12.01018]) <= 1e-4
| [
3500,
371,
27354,
292,
1039,
11,
6060,
35439,
11,
10832,
18610,
5841,
1424,
11,
7308,
13,
14402,
198,
198,
87,
796,
27039,
7203,
489,
76,
1600,
366,
34,
328,
283,
4943,
198,
87,
58,
25,
79,
9012,
60,
796,
5933,
7,
87,
58,
25,
9012,
12962,
198,
87,
58,
25,
79,
17688,
60,
796,
5933,
7,
87,
58,
25,
17688,
12962,
628,
198,
20274,
796,
842,
7,
44490,
5299,
399,
17931,
11,
2124,
8,
198,
12860,
7,
20274,
8,
198,
79,
17407,
7,
20274,
11,
2124,
8,
198,
411,
312,
723,
82,
7,
20274,
11,
2124,
8,
628,
198,
198,
2301,
7,
44490,
5299,
42103,
1343,
357,
18124,
796,
350,
320,
259,
828,
2124,
8,
198,
198,
20274,
796,
842,
7,
44490,
5299,
42103,
1343,
357,
18124,
796,
350,
320,
259,
828,
2124,
8,
198,
79,
17407,
7,
20274,
11,
2124,
8,
198,
411,
312,
723,
82,
7,
20274,
11,
2124,
8,
198,
19849,
62,
26209,
7,
20274,
11,
2124,
8,
198,
31,
9288,
220,
645,
1443,
7,
20274,
8,
6624,
1511,
1795,
198,
31,
9288,
62,
1324,
13907,
62,
27363,
220,
410,
66,
709,
7,
20274,
38381,
16,
60,
220,
513,
13,
49561,
2231,
3695,
1495,
1433,
2623,
41172,
628,
198,
12860,
7,
2301,
7,
44490,
5299,
7886,
930,
29,
279,
9012,
11,
2124,
4008,
198,
12860,
7,
2301,
7,
44490,
5299,
42103,
1343,
357,
18124,
796,
350,
320,
259,
8,
930,
29,
279,
9012,
11,
2124,
4008,
628,
628,
198,
198,
20274,
796,
842,
7,
44490,
5299,
7886,
11,
2124,
8,
198,
31,
9288,
3509,
8937,
7,
411,
312,
723,
82,
7,
20274,
11,
2124,
38381,
16,
25,
940,
60,
764,
12,
25915,
2670,
13,
2075,
2718,
11,
532,
2718,
13,
33646,
486,
11,
532,
2682,
13,
30460,
486,
11,
532,
2623,
13,
2931,
22,
3559,
11,
532,
2623,
13,
5607,
27260,
11,
532,
3559,
13,
18742,
2857,
11,
532,
3901,
13,
18182,
4790,
11,
532,
1821,
13,
5999,
34287,
11,
532,
2682,
13,
48057,
1983,
11,
532,
2078,
13,
48894,
1558,
12962,
19841,
352,
68,
12,
19,
198,
198,
20274,
796,
842,
7,
44490,
5299,
7886,
930,
29,
279,
9012,
11,
2124,
11,
3613,
796,
2081,
8,
198,
31,
9288,
3509,
8937,
7,
20274,
13,
559,
5154,
7568,
58,
25,
411,
312,
723,
82,
7131,
16,
25,
940,
60,
764,
12,
25915,
1828,
13,
2919,
28324,
11,
532,
1238,
13,
20370,
1507,
11,
532,
1558,
13,
25429,
1507,
11,
532,
1507,
13,
24,
4304,
2231,
11,
532,
1129,
13,
45432,
2857,
11,
532,
2075,
13,
1157,
5333,
11,
532,
1731,
13,
22136,
1983,
11,
532,
1954,
13,
5774,
45385,
11,
532,
1558,
13,
45191,
1731,
11,
532,
1065,
13,
486,
29159,
12962,
19841,
352,
68,
12,
19,
628,
628
] | 2.174779 | 452 |
using CosmoParticles
using FillArrays
using LazyArrays
using LinearAlgebra
using Rotations
using SortingAlgorithms
using StatsBase
using Test
using Unitful
const CP = CosmoParticles
@testset "CosmoParticles.jl" begin
@testset "Particles" begin
p = Particles(:dm)
p.id = sample(1:1000, 100; replace=false)
p.pos = rand(3, 100)
# different id and pos for copied Particles
pcid = rand(100)
pcpos = rand(3, 100)
# Particle specific
pc = Particles(:dm, :id => p.id, :pos => p.pos)
@test pc == p
pc = copy(p)
@test pc == p
@test pc !== p
@test pc.props == p.props
@test pc.props !== p.props
pc = empty(p)
@test pc.type === :dm
@test isempty(pc.props)
@test isempty(pc)
@test CP.particle_name(p) == "Particles"
@test issetequal(propertynames(p), [:type, :id, :pos])
@test issetequal(propertynames(p; private=true), [:type, :props, :id, :pos])
io = IOBuffer()
show(io, "text/plain", p)
@test String(take!(io)) == "dm: 100 Particles\n id pos"
# test AbstractParticles with basic implementation Particles
@test CP.get_props(p) === p.props
@test getproperty(p, :id) === p.props[:id]
@test getproperty(p, :type) === p.type === :dm
@test getproperty(p, :props) === p.props
@test p.id === p.props[:id]
pc = copy(p)
setproperty!(p, :pos, pcpos)
@test p.pos === pcpos
pc.id = pcid
@test pc.id === pcid
@test p.id !== pcid
@test_throws ErrorException("""
setfield!: immutable struct of type Particles cannot be changed""") p.type = :gas
@test p[:id] === p.props[:id]
pc = copy(p)
p[:id] = pcid
@test p.id === pcid
@test keys(p) == keys(p.props)
@test haskey(p, :id)
@test !haskey(p, :vel)
@test !haskey(p, :type)
@test values(p) == values(p.props)
@test issetequal(propertynames(p), [:type, :id, :pos])
# test default implementations for AbstractParticles
@test issetequal(Base.@invoke(propertynames(p::AbstractParticles)), [:id, :pos])
pc = deepcopy(p)
empty!(pc)
@test isempty(pc.props)
@test isempty(pc)
@test !isempty(p)
copy!(pc, p)
@test pc !== p && pc == p && !isempty(pc)
@test CP.particle_number(p) == 100
@test CP.particle_number(Particles(:gas)) == 0
@test CP.particle_number(Particles(:gas, Dict{Symbol,Any}(:mass => 3))) == 0
@test isnothing(Base.@invoke(CP.particle_name(p::AbstractParticles)))
io = IOBuffer()
CP.show_properties(io, "text/plain", p)
@test String(take!(io)) == "100 Particles\n id pos"
end
@testset "AllParticles" begin
dm = Particles(:dm)
dm.id = sample(1:1000, 100; replace=false)
dm.pos = rand(3, 100)
dm.mass = rand()
dm.test = rand()
gas = Particles(:gas)
gas.id = sample(1001:2000, 100; replace=false)
gas.pos = rand(3, 100)
gas.mass = rand(100)
gas.temp = rand(100)
gas.zs = rand(2, 100)
gas.test = rand(2, 100)
pcoll = ParticleCollection(dm, gas)
p = AllParticles(pcoll)
@test CP.particle_collection(p) === pcoll
# @test get_props(p) === p.props # not part of the API
if p.id[1] == dm.id[1]
@test p.id == vcat(dm.id, gas.id)
@test p.pos == hcat(dm.pos, gas.pos)
@test p.mass == vcat(fill(dm.mass, length(dm.id)), gas.mass)
@test isequal.(p.temp, vcat(fill(missing, length(dm.id)), gas.temp)) |> all
@test isequal.(p.zs, hcat(fill(missing, 2, length(dm.id)), gas.zs)) |> all
@test p.test == hcat(fill(dm.test, 2, length(dm.id)), gas.test)
else
@test p.id == vcat(gas.id, dm.id)
@test p.pos == hcat(gas.pos, dm.pos)
@test p.mass == vcat(gas.mass, fill(dm.mass, length(dm.id)))
@test isequal.(p.temp, vcat(gas.temp, fill(missing, length(dm.id)))) |> all
@test isequal.(p.zs, hcat(gas.zs, fill(missing, 2, length(dm.id)))) |> all
@test p.test == hcat(gas.test, fill(dm.test, 2, length(dm.id)))
end
@test_throws ErrorException p.id = rand(100)
@test_throws KeyError p.vel
@test issetequal(keys(p), [:id, :mass, :pos, :temp, :zs, :test])
@test keys(p) == keys(AllParticles(pcoll))
@test haskey(p, :id) && haskey(AllParticles(pcoll), :id)
@test !haskey(p, :vel) && !haskey(AllParticles(pcoll), :vel)
@test all(val === p[key] for (key, val) in zip(keys(p), values(p)))
@test all(val === p[key] for (key, val) in pairs(p))
@test_throws ErrorException copy(p)
@test_throws ErrorException copy!(p, AllParticles(pcoll))
@test_throws ErrorException copy!(p, dm)
pc = Particles(:all)
copy!(pc, p)
collect(values(p)) # materializes properties in Dict
@test pc.id == p.id
@test pc.mass == p.mass
@test pc.pos == p.pos
@test all(isequal.(pc.temp, p.temp))
@test all(isequal.(pc.zs, p.zs))
@test pc.test == p.test
copy!(pc, p, [:id, :mass, :temp])
@test haskey.((pc,), [:id, :mass, :temp]) |> all
@test !haskey(pc, :pos)
@test isa.([pc.id, pc.mass, pc.temp], Array) |> all
@test Particles(p, [:id, :mass, :temp]) == pc
@test_throws ErrorException empty(p)
@test_throws ErrorException empty!(p)
@test !isempty(p)
@test isempty(ParticleCollection() |> AllParticles)
@test isempty(ParticleCollection(Particles(:dm), Particles(:gas)) |> AllParticles)
@test p == AllParticles(pcoll)
@test CP.particle_name(p) == "Particles"
@test CP.particle_number(p) == 200
list = [:id, :mass, :pos, :temp, :zs, :test]
@test issetequal(propertynames(p), list)
@test issetequal(propertynames(p; private=true), [fieldnames(AllParticles) |> collect; list])
io = IOBuffer()
show(io, "text/plain", p)
@test String(take!(io)) == "all: 200 Particles\n id mass pos temp test zs"
@test CP.particle_number(AllParticles(ParticleCollection())) == 0
mask = isodd.(p.id)
ind = findall(mask)
@test_throws ErrorException p[mask]
@test_throws ErrorException p[ind]
# cover case where the dimension is not found from a vector or matrix
# and where only one particle subtype exists
pos = rand(3, 100)
mass = rand()
pc = ParticleCollection(Particles(:dm, :pos => pos, :mass => mass))
ap = pc.all
@test ap.pos == pos
@test ap.mass == fill(mass, 100)
end
@testset "Particle Collection" begin
dm = Particles(:dm)
dm.id = sample(1:1000, 100; replace=false)
dm.pos = rand(3, 100)
gas = Particles(:gas)
gas.id = sample(1001:2000, 100; replace=false)
gas.pos = rand(3, 100)
@testset "ParticleCollection" begin
pc = ParticleCollection()
@test pc isa ParticleCollection{Particles}
@test pc.particles == Dict{Symbol,Particles}()
@test ParticleCollection(Particles) == pc
pc = ParticleCollection(:dm => dm, :gas => gas)
@test pc isa ParticleCollection{Particles}
@test pc.particles == Dict{Symbol,Particles}(:dm => dm, :gas => gas)
@test ParticleCollection(dm, gas) == pc
@test redshift(pc) == 0
pc = ParticleCollection(dm)
pcc = copy(pc)
@test pcc.particles[:dm] === pc.particles[:dm]
pcc.particles[:dm] = gas
@test pcc.particles[:dm] !== pc.particles[:dm]
@test empty(pc) == ParticleCollection()
pc = ParticleCollection(dm, gas)
io = IOBuffer()
show(io, "text/plain", pc)
@test String(take!(io)) ==
"ParticleCollection\ndm: 100 Particles\n id pos\ngas: 100 Particles\n id pos"
end
@testset "RedshiftParticleCollection" begin
z = 0.5
pc = RedshiftParticleCollection(0.5)
@test pc isa RedshiftParticleCollection{Particles}
@test pc.particles == Dict{Symbol,Particles}()
@test pc.z == z
@test RedshiftParticleCollection(Particles, z) == pc
pc = RedshiftParticleCollection(z, :dm => dm, :gas => gas)
@test pc isa RedshiftParticleCollection{Particles}
@test pc.particles == Dict{Symbol,Particles}(:dm => dm, :gas => gas)
@test RedshiftParticleCollection(z, dm, gas) == pc
@test redshift(pc) == z
pc = RedshiftParticleCollection(z, dm)
pcc = copy(pc)
@test pcc.particles[:dm] === pc.particles[:dm]
pcc.particles[:dm] = gas
@test pcc.particles[:dm] !== pc.particles[:dm]
@test empty(pc) == RedshiftParticleCollection(z)
pc = RedshiftParticleCollection(z, dm, gas)
io = IOBuffer()
show(io, "text/plain", pc)
@test String(take!(io)) ==
"ParticleCollection at z = $z\ndm: 100 Particles\n id pos\ngas: 100 Particles\n id pos"
@test issetequal(propertynames(pc), [:z, :all, :dm, :gas])
@test issetequal(propertynames(pc; private=true), [:z, :all, :particles, :dm, :gas])
rpc = RedshiftParticleCollection(0, dm, gas)
pc = ParticleCollection(dm, gas)
@test rpc == pc && pc == rpc
rpc = RedshiftParticleCollection(z, dm, gas)
@test rpc != pc && pc != rpc
end
@testset "AbstractParticleCollection" begin
pc = ParticleCollection(dm, gas)
@test CP.get_particles(pc) === pc.particles
@test getproperty(pc, :dm) === pc.particles[:dm]
@test getproperty(pc, :particles) === pc.particles
@test pc.dm === pc.particles[:dm]
@test pc[:dm] === pc.particles[:dm]
@test_throws ErrorException(
"setfield!: immutable struct of type ParticleCollection cannot be changed",
) pc.particles = Dict{Symbol,Particles}()
pc.dm = gas
@test pc[:dm] === gas
pc[:dm] = dm
@test pc.dm === dm
@test pc.all == AllParticles(pc)
@test_throws ErrorException pc.all = dm
@test_throws KeyError pc[:all]
@test keys(pc) == keys(pc.particles)
@test haskey(pc, :dm)
@test !haskey(pc, :stars)
@test !haskey(pc, :particles)
@test values(pc) == values(pc.particles)
@test issetequal(propertynames(pc), [:all, :dm, :gas])
pcc = deepcopy(pc)
empty!(pcc)
@test isempty(pcc.particles)
@test isempty(pcc)
@test !isempty(pc)
copy!(pcc, pc)
@test pcc !== pc && pcc == pc && !isempty(pcc)
io = IOBuffer()
CP.show_properties(io, "text/plain", pc)
@test String(take!(io)) == "dm: 100 Particles\n id pos\ngas: 100 Particles\n id pos"
end
end
@testset "Utils" begin
@testset "Index particles" begin
p = Particles(:dm)
p.id = sample(1:1000, 100; replace=false)
p.pos = rand(3, 100)
p.mass = 4u"kg"
mask = rand(100) .> 0.5
ind = findall(mask)
@test CP._applyind(3, mask) == 3
@test CP._applyind(p.mass, mask) == p.mass
@test CP._applyind(p.id, mask) == p.id[mask]
@test CP._applyind(p.pos, mask) == p.pos[:, mask]
@test CP._applyind(3, ind) == 3
@test CP._applyind(p.mass, ind) == p.mass
@test CP._applyind(p.id, ind) == p.id[ind]
@test CP._applyind(p.pos, ind) == p.pos[:, ind]
a = rand(45)
b = rand(55)
c = ApplyArray(vcat, a, b)
@test CP._applyind(c, mask) == Array(c)[mask]
@test CP._applyind(c, ind) == Array(c)[ind]
a = rand(3, 45)
b = rand(3, 55)
c = ApplyArray(hcat, a, b)
@test CP._applyind(c, mask) == Array(c)[:, mask]
@test CP._applyind(c, ind) == Array(c)[:, ind]
pc = CP.applyind(p, mask)
@test pc.id == p.id[mask]
@test pc.pos == p.pos[:, mask]
@test pc.mass == p.mass
@test CP.applyind(p, ind) == pc
@test p[ind] == pc
@test p[mask] == pc
pcc = deepcopy(p)
CP.applyind!(pcc, mask)
@test pcc == pc
pcc = deepcopy(p)
CP.applyind!(pcc, ind)
@test pcc == pc
pc = CP.applyind(p, mask; affect=[:pos, :mass, :foo])
@test !haskey(pc, :id)
@test !haskey(pc, :foo)
@test pc.pos == p.pos[:, mask]
@test pc.mass == p.mass
pc = ParticleCollection(p)
ap = pc.all
@test_throws ErrorException CP.applyind(ap, ind)
@test_throws ErrorException CP.applyind!(ap, ind)
@test_throws ErrorException CP.applyind(ap, mask)
@test_throws ErrorException CP.applyind!(ap, mask)
end
@testset "Remove particles" begin
p = Particles(:dm)
p.id = sample(1:1000, 100; replace=false)
p.pos = rand(3, 100)
p.mass = 4u"kg"
mask = rand(100) .> 0.5
ind = findall(mask)
@test CP._removeind(3, ind) == 3
@test CP._removeind(p.mass, ind) == p.mass
@test CP._removeind(p.id, ind) == deleteat!(copy(p.id), ind)
posremoved = CP._removeind(p.pos, ind)
@test posremoved[1, :] == deleteat!(p.pos[1, :], ind)
@test posremoved[2, :] == deleteat!(p.pos[2, :], ind)
@test posremoved[3, :] == deleteat!(p.pos[3, :], ind)
a = rand(45)
b = rand(55)
c = ApplyArray(vcat, a, b)
@test CP._removeind(c, ind) == deleteat!(Array(c), ind)
a = rand(3, 45)
b = rand(3, 55)
c = ApplyArray(hcat, a, b)
cremoved = CP._removeind(c, ind)
carray = Array(c)
@test cremoved[1, :] == deleteat!(carray[1, :], ind)
@test cremoved[2, :] == deleteat!(carray[2, :], ind)
@test cremoved[3, :] == deleteat!(carray[3, :], ind)
pc = CP.applyind(p, .~mask)
@test CP.removeind(p, ind) == pc
pcc = deepcopy(p)
CP.removeind!(pcc, ind)
@test pcc == pc
affect = [:pos, :mass, :foo]
pc = CP.removeind(p, ind; affect)
@test pc == CP.applyind(p, .~mask; affect)
@test CP.deleteat(p, ind) == CP.removeind(p, ind)
pc = deepcopy(p)
@test CP.deleteat!(pc, ind) == CP.removeind(p, ind)
pc = ParticleCollection(p)
ap = pc.all
@test_throws Exception CP.removeind(ap, ind)
@test_throws Exception CP.removeind!(ap, ind)
end
@testset "Find all in" begin
a = sample(1:10000, 6000; replace=false)
set = sample(1:10000, 100; replace=false)
inboth = intersect(a, set)
ind = CP.findall_in(a, set)
@test length(ind) == length(inboth)
@test issetequal(a[ind], inboth)
@test CP.findall_in(a, Set(set)) == ind
sort!(a)
sort!(set)
ind = CP.findall_in(a, set)
@test length(ind) == length(inboth)
@test issetequal(a[ind], inboth)
@test CP.findall_in(a, Set(set)) == ind
@test CP.findall_in_sorted(a, set) == ind
alarge = collect(1:1_200_000)
alarge2 = collect(200_000:1_600_000)
setlarge = sample(1:1_200_000, 100_000; replace=false) |> sort!
inboth = intersect(alarge, setlarge)
inboth2 = intersect(alarge2, setlarge)
ind = CP.findall_in(alarge, setlarge)
@test length(ind) == length(inboth)
@test issetequal(alarge[ind], inboth)
@test CP.findall_in(alarge, Set(setlarge)) == ind
ind = CP.findall_in(alarge2, setlarge)
@test length(ind) == length(inboth2)
@test issetequal(alarge2[ind], inboth2)
@test CP.findall_in(alarge2, Set(setlarge)) == ind
# test empty arrays
@test CP.findall_in_sorted([], []) |> isempty
@test CP.findall_in_sorted(a, []) |> isempty
@test CP.findall_in_sorted([], set) |> isempty
@test CP.findall_in([], Set([])) |> isempty
@test CP.findall_in(a, Set([])) |> isempty
@test CP.findall_in([], Set(set)) |> isempty
end
@testset "Unitful operations" begin
a = rand(100)
au = a * u"m"
af = convert(Vector{Float32}, a)
afu = af * u"m"
b = rand()
@test CP.product_preserve_type(a, b) == a .* b
@test CP.product_preserve_type(au, b) == au .* b
@test CP.product_preserve_type(af, b) == af .* convert(Float32, b)
@test CP.product_preserve_type(afu, b) == afu .* convert(Float32, b)
ac = copy(a)
CP.product_preserve_type!(ac, b)
@test ac == a .* b
auc = copy(au)
CP.product_preserve_type!(auc, b)
@test auc == au .* b
afc = copy(af)
CP.product_preserve_type!(afc, b)
@test afc == af .* convert(Float32, b)
afuc = copy(afu)
CP.product_preserve_type!(afuc, b)
@test afuc == afu .* convert(Float32, b)
end
@testset "Lazy ustrip" begin
@test CP.ustrip_lazy(3) == 3
a = rand(4)
b = rand(3)
au = a * u"m"
bu = b * u"m"
@test CP.ustrip_lazy(a) === a
@test CP.ustrip_lazy(au) == a
@test CP.ustrip_lazy(Diagonal(au)) == Diagonal(a)
@test CP.ustrip_lazy(Bidiagonal(au, bu, :U)) == Bidiagonal(a, b, :U)
@test CP.ustrip_lazy(Tridiagonal(bu, au, bu)) == Tridiagonal(b, a, b)
@test CP.ustrip_lazy(SymTridiagonal(au, bu)) == SymTridiagonal(a, b)
auview = @view au[1:3]
@test CP.ustrip_lazy(auview) == a[1:3]
c = vcat(a, b)
cu = ApplyArray(vcat, au, bu)
@test CP.ustrip_lazy(cu) == c
c = fill(2.5, 4)
cu = Fill(2.5u"m", 4)
@test CP.ustrip_lazy(cu) == c
auf = rand(Float32, 4) * u"m"
au_strip = CP.ustrip_lazy(u"km", au)
auf_strip = CP.ustrip_lazy(u"km", auf)
@test au_strip ≈ ustrip(au ./ 1000)
@test eltype(au_strip) === Float64
@test auf_strip ≈ ustrip(auf ./ 1000)
@test eltype(auf_strip) === Float32
auc = copy(au)
aufc = copy(auf)
auc_strip = CP.ustrip_lazy!(u"km", auc)
aufc_strip = CP.ustrip_lazy!(u"km", aufc)
@test auc_strip == au_strip
@test aufc_strip == auf_strip
@test CP.ustrip_lazy(auc) == au_strip
@test CP.ustrip_lazy(aufc) == auf_strip
auc = copy(au)
aufc = copy(auf)
auc_conv = CP.uconvert_lazy!(u"km", auc)
aufc_conv = CP.uconvert_lazy!(u"km", aufc)
@test auc_conv ≈ uconvert.(u"km", au)
@test aufc_conv ≈ uconvert.(u"km", auf)
@test CP.ustrip_lazy(auc) == CP.ustrip_lazy(auc_conv)
@test CP.ustrip_lazy(aufc) == CP.ustrip_lazy(aufc_conv)
auc = copy(au)
aufc = copy(auf)
auc_conv = CP.uconvert_lazy!(u"m", auc)
aufc_conv = CP.uconvert_lazy!(u"m", aufc)
@test auc_conv ≈ uconvert.(u"m", au)
@test aufc_conv ≈ uconvert.(u"m", auf)
@test CP.ustrip_lazy(auc) == CP.ustrip_lazy(auc_conv)
@test CP.ustrip_lazy(aufc) == CP.ustrip_lazy(aufc_conv)
au = rand(4) * u"°C"
auf = rand(Float32, 4) * u"°C"
auc = copy(au)
aufc = copy(auf)
auc_conv = CP.uconvert_lazy!(u"K", auc)
aufc_conv = CP.uconvert_lazy!(u"K", aufc)
@test auc_conv ≈ uconvert.(u"K", au)
@test aufc_conv ≈ uconvert.(u"K", auf)
@test CP.ustrip_lazy(auc) == CP.ustrip_lazy(auc_conv)
@test CP.ustrip_lazy(aufc) == CP.ustrip_lazy(aufc_conv)
end
end
@testset "Transformations" begin
@testset "Rotation" begin
rotmat = rand(RotMatrix{3})
a = rand(3, 100)
au = a * u"m"
arot = rotmat * a
aurot = rotmat * au
@test CP.matrix_rotate(a, rotmat) == arot
@test CP.matrix_rotate(au, rotmat) == aurot
ac = copy(a)
CP.matrix_rotate!(ac, rotmat)
@test ac == arot
auc = copy(au)
CP.matrix_rotate!(auc, rotmat)
@test auc == aurot
ac = similar(a)
CP.matrix_rotate!(ac, a, rotmat)
@test ac == arot
auc = similar(au)
CP.matrix_rotate!(auc, au, rotmat)
@test auc == aurot
@testset "Particle Rotation" begin
p = Particles(:dm)
p.pos = copy(au)
p.vel = copy(a)
pc = rotate(p, rotmat, :pos)
@test p.pos == au
@test pc.pos == aurot
@test p.vel === pc.vel == a
pc = rotate(p, rotmat)
@test p.pos == au
@test pc.pos == aurot
@test p.vel == a
@test pc.vel == arot
pc = deepcopy(p)
rotate!(pc, rotmat, :vel)
@test pc.pos == au
@test pc.vel == arot
pc = deepcopy(p)
rotate!(pc, rotmat)
@test pc.pos == aurot
@test pc.vel == arot
end
@testset "Particle Collection Rotation" begin
dm = Particles(:dm)
dm.pos = copy(au)
dm.vel = copy(a)
gas = Particles(:gas)
gas.pos = copy(au)
gas.vel = copy(a)
pc = ParticleCollection(dm, gas)
pcc = rotate(pc, rotmat, :pos)
@test pc.dm.pos == pc.gas.pos == au
@test pcc.dm.pos == pcc.gas.pos == aurot
@test pc.dm.vel === pcc.dm.vel == a
pcc = rotate(pc, rotmat)
@test pc.dm.pos == pc.gas.pos == au
@test pcc.dm.pos == pcc.gas.pos == aurot
@test pc.dm.vel == pc.gas.vel == a
@test pcc.dm.vel == pcc.gas.vel == arot
pcc = deepcopy(pc)
rotate!(pcc, rotmat, :vel)
@test pcc.dm.pos == pcc.gas.pos == au
@test pcc.dm.vel == pcc.gas.vel == arot
pcc = deepcopy(pc)
rotate!(pcc, rotmat)
@test pcc.dm.pos == pcc.gas.pos == aurot
@test pcc.dm.vel == pcc.gas.vel == arot
pccc = deepcopy(pc)
ap = pccc.all
@test_throws ErrorException rotate(ap, rotmat)
rotate!(ap, rotmat)
@test pccc == pcc
end
end
@testset "Translations" begin
da = rand(3)
dau = rand(3) * u"m"
a = rand(3, 100)
au = a * u"m"
atrans = a .+ da
autrans = au .+ dau
@testset "Particle Translations" begin
p = Particles(:dm)
p.pos = copy(au)
p.vel = copy(a)
pc = translate(p, dau)
@test p.pos == au
@test pc.pos == autrans
@test p.vel === pc.vel == a
pc = translate(p, da, :vel)
@test p.pos === pc.pos == au
@test p.vel == a
@test pc.vel == atrans
pc = deepcopy(p)
translate!(pc, dau)
@test pc.pos == autrans
@test pc.vel == a
pc = deepcopy(p)
translate!(pc, da, :vel)
@test pc.pos == au
@test pc.vel == atrans
# periodic translations
period, period_half = 10, 5
CP._translate_periodic(1, 2, period) == 1
CP._translate_periodic(8, 2, period, period_half) == -2
CP._translate_periodic(2, 8, period, period_half) == 12
o = oneunit(eltype(dau))
pc = translate_periodic(p, dau, o)
@test all(dau .- 0.5o .≤ minimum(pc.pos; dims=2)) &&
all(maximum(pc.pos; dims=2) .≤ dau .+ 0.5o)
pc = deepcopy(p)
translate_periodic!(pc, dau, o)
@test all(dau .- 0.5o .≤ minimum(pc.pos; dims=2)) &&
all(maximum(pc.pos; dims=2) .≤ dau .+ 0.5o)
pcc = translate_periodic_to_center(p, dau, o)
@test pcc == translate(pc, -dau)
pcc = deepcopy(p)
translate_periodic_to_center!(pcc, dau, o)
@test pcc == translate(pc, -dau)
end
@testset "Particle Collection Translations" begin
dm = Particles(:dm)
dm.pos = copy(au)
dm.vel = copy(a)
gas = Particles(:gas)
gas.pos = copy(au)
gas.vel = copy(a)
pc = ParticleCollection(dm, gas)
pcc = translate(pc, dau)
@test pc.dm.pos == pc.gas.pos == au
@test pcc.dm.pos == pcc.gas.pos == autrans
@test pc.dm.vel === pcc.dm.vel == a
pcc = translate(pc, da, :vel)
@test pc.dm.pos === pcc.dm.pos == au
@test pc.dm.vel == pc.gas.vel == a
@test pcc.dm.vel == pcc.gas.vel == atrans
pcc = deepcopy(pc)
translate!(pcc, dau)
@test pcc.dm.pos == pcc.gas.pos == autrans
@test pcc.dm.vel == pcc.gas.vel == a
pcc = deepcopy(pc)
translate!(pcc, da, :vel)
@test pcc.dm.pos == pcc.gas.pos == au
@test pcc.dm.vel == pcc.dm.vel == atrans
pccc = deepcopy(pc)
ap = pccc.all
@test_throws ErrorException translate(ap, da)
translate!(ap, dau)
@test pccc == translate(pc, dau)
pccc = deepcopy(pc)
ap = pccc.all
translate!(ap, da, :vel)
@test pccc == pcc
o = oneunit(eltype(dau))
pcc = translate_periodic(pc, dau, o)
@test pcc.dm == translate_periodic(pc.dm, dau, o)
@test pcc.gas == translate_periodic(pc.gas, dau, o)
pccc = deepcopy(pc)
translate_periodic!(pccc, dau, o)
@test pccc == pcc
pcc = translate_periodic_to_center(pc, dau, o)
@test pcc.dm == translate_periodic_to_center(pc.dm, dau, o)
@test pcc.gas == translate_periodic_to_center(pc.gas, dau, o)
pccc = deepcopy(pc)
translate_periodic_to_center!(pccc, dau, o)
@test pccc == pcc
end
end
@testset "Comoving" begin
z = 1.5
a = rand(Float32, 3, 100)
au = a * u"m"
n = rand(Float32, 100)
nu = n * u"m^-3"
m = copy(n)
propexp = [(:pos, 1), (:vel, 1), (:n, -3)]
acom = a .* (1 + z)
aucom = au .* (1 + z)
ncom = n .* (1 + z)^-3
nucom = nu .* (1 + z)^-3
aphys = a ./ (1 + z)
auphys = au ./ (1 + z)
nphys = n ./ (1 + z)^-3
nuphys = nu ./ (1 + z)^-3
@testset "Particle Comoving" begin
p = Particles(:dm)
p.pos = a
p.n = n
p.mass = m
@test a .* CP.factor_to_comoving(z, 1) ≈ acom
@test n .* CP.factor_to_comoving(z, -3) ≈ ncom
@test a .* CP.factor_to_physical(z, 1) ≈ aphys
@test n .* CP.factor_to_physical(z, -3) ≈ nphys
pc = to_comoving(p, z; propexp)
@test pc.pos ≈ acom
@test pc.n ≈ ncom
@test pc.mass ≈ m
pcc = deepcopy(p)
to_comoving!(pcc, z; propexp)
@test pcc == pc
pc = to_physical(p, z; propexp)
@test pc.pos ≈ aphys
@test pc.n ≈ nphys
@test pc.mass ≈ m
pcc = deepcopy(p)
to_physical!(pcc, z; propexp)
@test pcc == pc
p = Particles(:dm)
p.pos = au
p.n = nu
p.mass = m
pc = to_comoving(p, z; propexp)
@test pc.pos ≈ aucom
@test pc.n ≈ nucom
@test pc.mass ≈ m
pcc = deepcopy(p)
to_comoving!(pcc, z; propexp)
@test pcc == pc
pc = to_physical(p, z; propexp)
@test pc.pos ≈ auphys
@test pc.n ≈ nuphys
@test pc.mass ≈ m
pcc = deepcopy(p)
to_physical!(pcc, z; propexp)
@test pcc == pc
end
@testset "Particle Collection Comoving" begin
dm = Particles(:dm)
dm.pos = copy(au)
dm.n = copy(n)
dm.mass = copy(m)
gas = Particles(:gas)
gas.pos = copy(a)
gas.n = copy(nu)
gas.mass = copy(m)
pc = RedshiftParticleCollection(z, dm, gas)
pcc = to_comoving(pc; propexp)
@test pcc.dm == to_comoving(dm, z; propexp)
@test pcc.gas == to_comoving(gas, z; propexp)
pccc = deepcopy(pc)
to_comoving!(pccc; propexp)
@test pccc == pcc
pcc = to_physical(pc; propexp)
@test pcc.dm == to_physical(dm, z; propexp)
@test pcc.gas == to_physical(gas, z; propexp)
pccc = deepcopy(pc)
to_physical!(pccc; propexp)
@test pccc == pcc
pccc = deepcopy(pc)
ap = pccc.all
@test_throws ErrorException to_comoving(ap, z; propexp)
@test_throws ErrorException to_physical(ap, z; propexp)
to_comoving!(ap, z; propexp)
@test pccc == to_comoving(pc; propexp)
pccc = deepcopy(pc)
ap = pccc.all
to_physical!(ap, z; propexp)
@test pccc == to_physical(pc; propexp)
end
end
end
@testset "Misc Operations" begin
ids = sample(1:1000, 100; replace=false)
a = rand(3, 100)
bu = rand(100) * u"kg"
p = Particles(:dm)
p.id = ids
p.pos = copy(a)
p.mass = copy(bu)
@testset "Particle Sorting" begin
pc = sort(p, :id)
@test issorted(pc.id)
@test p.id == ids
ind = searchsortedfirst(pc.id, p.id[1])
@test pc.pos[:, ind] == p.pos[:, 1]
@test pc.mass[ind] == p.mass[1]
pc = sort(p, :mass; affect=[:mass, :pos], alg=RadixSort)
@test issorted(pc.mass)
@test haskey(pc, :pos)
@test !haskey(pc, :id)
pc = sort(p, :mass; affect=[:pos], alg=RadixSort)
@test !haskey(pc, :mass)
pc = deepcopy(p)
sort!(pc, :id; alg=RadixSort)
@test issorted(pc.id)
ind = searchsortedfirst(pc.id, p.id[1])
@test pc.pos[:, ind] == p.pos[:, 1]
@test pc.mass[ind] == p.mass[1]
end
@testset "Particle Collection Sorting" begin
dm = p
gas = Particles(:gas, deepcopy(p.props))
pc = ParticleCollection(dm, gas)
pcc = sort(pc, :id)
@test pc != pcc
@test pcc.dm == sort(dm, :id)
@test pcc.gas == sort(gas, :id)
affect = [:mass, :pos]
pcc = sort(pc, :mass; affect, alg=RadixSort)
@test pcc.dm == sort(dm, :mass; affect)
@test pcc.gas == sort(gas, :mass; affect)
affect = [(:dm, [:mass, :pos]), (:gas, [:mass])]
pcc = sort(pc, :mass; affect, alg=QuickSort)
@test pcc.dm == sort(dm, :mass; affect=[:mass, :pos])
@test pcc.gas == sort(gas, :mass; affect=[:mass])
pcc = deepcopy(pc)
sort!(pcc, :id; alg=RadixSort)
@test pcc == sort(pc, :id)
ap = pc.all
@test_throws ErrorException sort(ap, :id; affect)
@test_throws ErrorException sort!(ap, :id; alg=RadixSort)
end
@testset "Particle Filtering" begin
massmin = 0.5u"kg"
pc = filter(p -> p.mass .> massmin, p)
@test all(pc.mass .> massmin)
@test p.mass == bu
ind = findfirst(>(massmin), p.mass)
@test pc.pos[:, 1] == p.pos[:, ind]
@test pc.id[1] == p.id[ind]
@test filter(p -> findall(p.mass .> massmin), p) == pc
pc = filter(p -> p.mass .> massmin, p; affect=[:id, :mass])
@test all(pc.mass .> massmin)
@test haskey(pc, :id)
@test !haskey(pc, :pos)
pc = deepcopy(p)
filter!(p -> p.mass .> massmin, pc)
@test all(pc.mass .> massmin)
@test p.mass == bu
ind = findfirst(>(massmin), p.mass)
@test pc.pos[:, 1] == p.pos[:, ind]
@test pc.id[1] == p.id[ind]
ids_wanted = sample(1:1000, 100; replace=false)
pc = filter(p; ids=ids_wanted)
@test all(in.(pc.id, (ids_wanted,)))
@test !any(in.(setdiff(ids, pc.id), (ids_wanted,)))
ind = findfirst(in(ids_wanted), p.id)
@test pc.pos[:, 1] == p.pos[:, ind]
@test pc.mass[1] == p.mass[ind]
@test filter(p; ids=Set(ids_wanted)) == pc
pc = filter(p; ids=ids_wanted, affect=[:id, :mass])
@test all(in.(pc.id, (ids_wanted,)))
@test !any(in.(setdiff(ids, pc.id), (ids_wanted,)))
@test haskey(pc, :mass)
@test !haskey(pc, :pos)
pc = deepcopy(p)
filter!(pc; ids=ids_wanted)
@test all(in.(pc.id, (ids_wanted,)))
@test !any(in.(setdiff(ids, pc.id), (ids_wanted,)))
ind = findfirst(in(ids_wanted), p.id)
@test pc.pos[:, 1] == p.pos[:, ind]
@test pc.mass[1] == p.mass[ind]
@test filter!(deepcopy(p); ids=Set(ids_wanted)) == pc
end
@testset "Particle Collection Filtering" begin
dm = p
gas = Particles(:gas, deepcopy(p.props))
pc = ParticleCollection(dm, gas)
massmin = 0.5u"kg"
f = p -> p.mass .> massmin
pcc = filter(f, pc)
@test pcc.dm == filter(f, dm)
@test filter(p -> findall(p.mass .> massmin), pc) == pcc
affect = [:id, :mass]
pcc = filter(f, pc; affect)
@test pcc.dm == filter(f, dm; affect)
affect = [(:dm, [:id, :mass])]
pcc = filter(f, pc; affect)
@test pcc.dm == filter(f, dm; affect=[:id, :mass])
@test !haskey(pcc, :gas)
pcc = deepcopy(pc)
filter!(f, pcc)
@test pcc == filter(f, pc)
ids_wanted = sample(1:1000, 100; replace=false)
pcc = filter(pc; ids=ids_wanted)
@test pcc.dm == filter(dm; ids=ids_wanted)
@test filter(pc; ids=Set(ids_wanted)) == pcc
affect = [:id, :mass]
pcc = filter(pc; ids=ids_wanted, affect)
@test pcc.dm == filter(dm; ids=ids_wanted, affect)
affect = [(:gas, [:id])]
pcc = filter(pc; ids=ids_wanted, affect)
@test !haskey(pcc, :dm)
@test pcc.gas == filter(gas; ids=ids_wanted, affect=[:id])
pcc = deepcopy(pc)
filter!(pcc; ids=ids_wanted)
@test pcc == filter(pcc; ids=ids_wanted)
@test filter!(deepcopy(pc); ids=Set(ids_wanted)) == pcc
ap = pc.all
@test_throws ErrorException filter(f, ap; affect)
@test_throws ErrorException filter!(f, ap)
@test_throws ErrorException filter(ap; ids=ids_wanted)
@test_throws ErrorException filter!(ap; ids=ids_wanted)
end
@testset "Particle Removing" begin
ids_remove = sample(1:1000, 100; replace=false)
ids_keep = setdiff(1:1000, ids_remove)
pc_check = filter(p; ids=ids_keep)
@test delete(p; ids=ids_remove) == pc_check
@test delete(p; ids=Set(ids_remove)) == pc_check
pc = delete(p; ids=ids_remove, affect=[:id, :mass])
@test pc == filter(p; ids=ids_keep, affect=[:id, :mass])
pc = deepcopy(p)
delete!(pc; ids=ids_remove)
@test pc == pc_check
@test delete!(deepcopy(p); ids=Set(ids_remove)) == pc_check
end
@testset "Particle Collection Removing" begin
dm = p
gas = Particles(:gas, deepcopy(p.props))
pc = ParticleCollection(dm, gas)
ids_remove = sample(1:1000, 100; replace=false)
pcc = delete(pc; ids=ids_remove)
@test pcc.dm == delete(dm; ids=ids_remove)
@test delete(pc; ids=Set(ids_remove)) == pcc
affect = [:id, :mass]
pcc = delete(pc; ids=ids_remove, affect)
@test pcc.dm == delete(dm; ids=ids_remove, affect)
affect = [(:gas, [:id])]
pcc = delete(pc; ids=ids_remove, affect)
@test !haskey(pcc, :dm)
@test pcc.gas == delete(gas; ids=ids_remove, affect=[:id])
pcc = deepcopy(pc)
delete!(pcc; ids=ids_remove)
@test pcc == delete(pcc; ids=ids_remove)
@test delete!(deepcopy(pc); ids=Set(ids_remove)) == pcc
ap = pc.all
@test_throws Exception delete(ap; ids=ids_remove)
@test_throws Exception delete!(ap; ids=ids_remove)
end
end
@testset "Geometry" begin
# create square/cube/hypercube of positions between 0 and 1
pos2 = reshape(Iterators.product(0:0.1:1, 0:0.1:1) |> collect, :)
pos2 = reduce(hcat, getindex.(pos2, i) for i in eachindex(pos2[1]))'
pos3 = reshape(Iterators.product(0:0.1:1, 0:0.1:1, 0:0.1:1) |> collect, :)
pos3 = reduce(hcat, getindex.(pos3, i) for i in eachindex(pos3[1]))'
pos4 = reshape(Iterators.product(0:0.1:1, 0:0.1:1, 0:0.1:1, 0:0.1:1) |> collect, :)
pos4 = reduce(hcat, getindex.(pos4, i) for i in eachindex(pos4[1]))'
@testset "Hyperrectangle" begin
hrect = CosmoHyperrectangle(0.5rand(4), 0.5(1 .+ rand(4)))
@test hrect isa CosmoHyperrectangle{Float64,4}
hrect = CosmoHyperrectangle([0, 0, 0] .// 100, [15, 25, 20] .// 100)
@test hrect isa CosmoHyperrectangle{Float64,3}
@test hrect isa CosmoCuboid{Float64}
# construct hyperrectangles from center and side lengths
@test CosmoHyperrectangle([75, 125, 100] .// 1000, ([15, 25, 20] .// 100)...) == hrect
@test CosmoCuboid([75, 125, 100] .// 1000, ([15, 25, 20] .// 100)...) == hrect
@test CosmoRectangle([75, 125] .// 1000, ([15, 25] .// 100)...) ==
CosmoRectangle([0, 0] .// 100, [15, 25] .// 100)
# test constructors
@test CosmoHyperrectangle([0, 0, 0], [0.15, 0.25, 0.20]) isa CosmoCuboid{Float64}
@test CosmoHyperrectangle{Float64,3}([0, 0, 0.0], [0.15, 0.25, 0.20]) isa CosmoCuboid{Float64}
@test CosmoHyperrectangle{Float64,3}([0, 0, 0], [0.15, 0.25, 1 // 10]) isa CosmoCuboid{Float64}
@test_throws AssertionError CosmoHyperrectangle{Float64,4}([0, 0, 0.0], [0.15, 0.25, 0.20])
@test CosmoCuboid([0, 0, 0], [0.15, 0.25, 0.20]) isa CosmoCuboid{Float64}
@test_throws AssertionError CosmoCuboid([0, 0], [0.15, 0.25])
@test CosmoRectangle([0, 0], [0.25, 0.20]) isa CosmoRectangle{Float64}
@test_throws AssertionError CosmoRectangle([0, 0, 0], [0.15, 0.25, 0.20])
@test_throws AssertionError CosmoRectangle([0, 0], [0.15, 0.25, 0.20])
@test CosmoCuboid{Float64}([0, 0, 0.0], [0.15, 0.25, 0.20]) isa CosmoCuboid{Float64}
@test CosmoCuboid{Float32}([0, 0, 0], [0.15, 0.25, 1 // 10]) isa CosmoCuboid{Float32}
@test CosmoRectangle{Float64}([0, 0.0], [0.25, 0.20]) isa CosmoRectangle{Float64}
@test CosmoRectangle{Float64}([0, 0], [0.25, 0.20]) isa CosmoRectangle{Float64}
@test CosmoHyperrectangle([0, 0], 0.15, 0.25) isa CosmoRectangle{Float64}
@test CosmoHyperrectangle([0, 0, 0], 0.15, 0.25, 0.20) isa CosmoCuboid{Float64}
@test CosmoHyperrectangle([0, 0, 0, 0], 0.15, 0.25, 0.20, 0.54) isa CosmoHyperrectangle{Float64,4}
@test_throws Exception CosmoHyperrectangle([0, 0], 0.15, 0.25, 0.54)
r = 5 // 2
@test CosmoHypercube([0, 0, 0, 0], r) == CosmoHyperrectangle([-r, -r, -r, -r], [r, r, r, r])
@test CosmoCube([0, 0, 0], r) == CosmoCuboid([-r, -r, -r], [r, r, r])
@test CosmoSquare([0, 0], r) == CosmoRectangle([-r, -r], [r, r])
cuboid = CosmoCuboid([0, 0, 0] .// 100, [15, 25, 19] .// 100)
@test CP.geometry_enclosing_center(cuboid) ≈ [15, 25, 19] .// 200 |> float
@test CP.geometry_enclosing_center(CosmoCube(zeros(Int, 3), 4 // 1)) == zeros(3)
@test all(CP.geometry_enclosing_corners(cuboid) .≈ (zeros(3), [15, 25, 19] .// 100 |> float))
pos3in = pos3[:, CP.mask_in(pos3, cuboid)]
@test all(0 .≤ pos3in[1, :] .≤ 0.15) &&
all(0 .≤ pos3in[2, :] .≤ 0.25) &&
all(0 .≤ pos3in[3, :] .≤ 0.19)
rect = CosmoRectangle([0, 0] .// 100, [25, 19] .// 100)
pos2in = pos2[:, CP.mask_in(pos2, rect)]
@test all(0 .≤ pos2in[1, :] .≤ 0.25) && all(0 .≤ pos2in[2, :] .≤ 0.19)
hrect = CosmoHyperrectangle([0, 0, 0, 0] .// 100, [15, 25, 19, 35] .// 100)
pos4in = pos4[:, CP.mask_in(pos4, hrect)]
@test all(0 .≤ pos4in[1, :] .≤ 0.15) &&
all(0 .≤ pos4in[2, :] .≤ 0.25) &&
all(0 .≤ pos4in[3, :] .≤ 0.19) &&
all(0 .≤ pos4in[4, :] .≤ 0.35)
@test_throws AssertionError CP.mask_in(pos3, hrect)
end
@testset "Hypersphere" begin
hsphere = CosmoHypersphere(0.5rand(4), 0.5)
@test hsphere isa CosmoHypersphere{Float64,4}
hsphere = CosmoHypersphere([0, 0, 0] .// 100, 15 // 100)
@test hsphere isa CosmoHypersphere{Float64,3}
@test hsphere isa CosmoSphere{Float64}
@test hsphere == CosmoHypersphere([0, 0, 0], 15 // 100)
# test constructors
@test CosmoHypersphere([0.15, 0.25, 0.20], 2) isa CosmoSphere{Float64}
@test CosmoHypersphere{Float64,3}([0.15, 0.25, 0.20], 0.2) isa CosmoSphere{Float64}
@test CosmoHypersphere{Float32,3}([0.15, 0.25, 0.20], 0.2) isa CosmoSphere{Float32}
@test_throws AssertionError CosmoHypersphere{Float64,4}([0.15, 0.25, 0.20], 0.2)
@test CosmoSphere([0.15, 0.25, 0.20], 0.2) isa CosmoSphere{Float64}
@test_throws AssertionError CosmoSphere([0.15, 0.25], 0.3)
@test CosmoCircle([0.25, 0.20], 0.2) isa CosmoCircle{Float64}
@test_throws AssertionError CosmoCircle([0.15, 0.25, 0.20], 0.2)
@test CosmoSphere{Float64}([0.15, 0.25, 0.20], 0.2) isa CosmoSphere{Float64}
@test CosmoSphere{Float32}([0.15, 0.25, 0.20], 1) isa CosmoSphere{Float32}
@test CosmoCircle{Float64}([0.25, 0.20], 0.2) isa CosmoCircle{Float64}
r = 12 // 100
center = [10, 20, 30] .// 100
sphere = CosmoSphere(center, r)
@test CP.geometry_enclosing_center(sphere) ≈ center |> float
@test all(
CP.geometry_enclosing_corners(sphere) .≈
([-2, 8, 18] .// 100 |> float, [22, 32, 42] .// 100 |> float),
)
pos3in = pos3[:, CP.mask_in(pos3, sphere)]
@test all(sum(abs2, pos3in .- center; dims=1) .≤ r^2)
pos3notin = pos3[:, .~CP.mask_in(pos3, sphere)]
@test all(sum(abs2, pos3notin .- center; dims=1) .> r^2)
center = [20, 30] .// 100
circle = CosmoCircle(center, r)
pos2in = pos2[:, CP.mask_in(pos2, circle)]
@test all(sum(abs2, pos2in .- center; dims=1) .≤ r^2)
center = [10, 20, 30, 40] .// 100
hsphere = CosmoHypersphere(center, r)
pos4in = pos4[:, CP.mask_in(pos4, hsphere)]
@test all(sum(abs2, pos4in .- center; dims=1) .≤ r^2)
sphere = CosmoSphere(zeros(3), r)
@test CosmoSphere(r) == sphere
pos3in = pos3[:, CP.mask_in(pos3, sphere)]
@test all(sum(abs2, pos3in; dims=1) .≤ r^2)
circle = CosmoCircle(zeros(2), r)
@test CosmoCircle(r) == circle
pos2in = pos2[:, CP.mask_in(pos2, circle)]
@test all(sum(abs2, pos2in; dims=1) .≤ r^2)
hsphere = CosmoHypersphere(zeros(4), r)
@test CosmoHypersphere(4, r) == hsphere
pos4in = pos4[:, CP.mask_in(pos4, hsphere)]
@test all(sum(abs2, pos4in; dims=1) .≤ r^2)
@test_throws AssertionError CP.mask_in(pos3, hsphere)
end
@testset "Cylinder" begin
scyl = CosmoStandingCylinder(0.5rand(3), 0.5, 0.5)
@test scyl isa CosmoStandingCylinder{Float64}
scyl = CosmoStandingCylinder([1, 2, 3] .// 10, 2 // 10, 1 // 10)
@test scyl isa CosmoStandingCylinder{Float64}
@test CosmoStandingCylinder(rand(3), 1, 1 // 10) isa CosmoStandingCylinder{Float64}
@test CosmoStandingCylinder{Float32}(rand(3), 1, 1 // 10) isa CosmoStandingCylinder{Float32}
@test_throws AssertionError CosmoStandingCylinder(rand(4), 1, 1 // 10)
center = [1, 2, 3] .// 10
h = 24 // 100
r = 15 // 100
scyl = CosmoStandingCylinder(center, h, r)
@test CP.geometry_enclosing_center(scyl) ≈ center |> float
@test all(
CP.geometry_enclosing_corners(scyl) .≈
([-5, 5, 18] .// 100 |> float, [25, 35, 42] .// 100 |> float),
)
pos3in = pos3[:, CP.mask_in(pos3, scyl)]
@test @views all(sum(abs2, pos3in[1:2, :] .- center[1:2]; dims=1) .≤ r^2)
@test @views all(18 // 100 .≤ pos3in[3, :] .≤ 42 // 100)
pos3notin = pos3[:, .~CP.mask_in(pos3, scyl)]
@test @views all(
vec(sum(abs2, pos3notin[1:2, :] .- center[1:2]; dims=1) .> r^2) .|
(18 // 100 .> pos3notin[3, :]) .|
(pos3notin[3, :] .> 42 // 100),
)
@test_throws AssertionError CP.mask_in(pos2, scyl)
cyl = CosmoCylinder(0.5rand(3), 0.5rand(3), 0.5)
@test cyl isa CosmoCylinder{Float64}
cyl = CosmoCylinder([1, 2, 3] .// 10, [2, 3, 4] .// 10, 1 // 10)
@test cyl isa CosmoCylinder{Float64}
@test CosmoCylinder(rand(3), rand(3), 1 // 10) isa CosmoCylinder{Float64}
@test CosmoCylinder(rand(3), [0, 0, 0], 1 // 10) isa CosmoCylinder{Float64}
@test CosmoCylinder{Float32}(rand(3), [0, 0, 0], 1 // 10) isa CosmoCylinder{Float32}
@test_throws AssertionError CosmoCylinder(rand(4), rand(3), 0.1)
@test_throws AssertionError CosmoCylinder(rand(3), rand(2), 0.1)
center = center
startpos = [10, 20, 18] .// 100
endpos = [10, 20, 42] .// 100
r = r
cyl = CosmoCylinder(startpos, endpos, r)
@test CP.geometry_enclosing_center(cyl) ≈ center |> float
@test all(CP.geometry_enclosing_corners(cyl) .≈ ([-5, 5, 18] .// 100, [25, 35, 42] .// 100))
# right mask for standing cylinder
@test scyl == cyl
@test CP.mask_in(pos3, scyl) == CP.mask_in(pos3, cyl)
@test_throws AssertionError CP.mask_in(pos2, cyl)
@test CosmoStandingCylinder(cyl) == scyl
@test CosmoCylinder(scyl) == cyl
# same result switching random start and end points of the cylinder
p1 = rand(3)
p2 = rand(3)
r = 0.15
c1 = CosmoCylinder(p1, p2, r)
c2 = CosmoCylinder(p2, p1, r)
@test CP.geometry_enclosing_center(c1) ≈ CP.geometry_enclosing_center(c2)
@test all(CP.geometry_enclosing_corners(c1) .≈ CP.geometry_enclosing_corners(c2))
@test CP.mask_in(pos3, c1) == CP.mask_in(pos3, c2)
@test_throws AssertionError CosmoStandingCylinder(c1)
scyl = CosmoStandingCylinder([1, 2, 3] .// 10, 2 // 10, 1 // 10)
@test scyl == CosmoStandingCylinder([1, 2, 3] .// 10, 2 // 10, 1 // 10)
@test scyl ≈ CosmoCylinder([1, 2, 2] .// 10, [1, 2, 4] .// 10, 1 // 10)
@test CosmoCylinder([1, 2, 2] .// 10, [1, 2, 4] .// 10, 1 // 10) ≈ scyl
end
@testset "Filtering" begin
p = Particles(:dm)
p.pos = pos3
p.mass = rand(size(pos3, 2))
pu = Particles(:dm)
pu.pos = pos3 .* u"m"
pu.mass = rand(size(pos3, 2))
center = rand(3)
sph = CosmoSphere(center, 0.2)
sphu = CosmoSphere(center * u"m", 0.2u"m")
mask = CP.mask_in(pos3, sph)
@test filter(p, sph) == p[mask]
@test filter(pu, sphu) == pu[mask]
pc = filter(p, sph; affect=[:pos])
@test pc.pos == p.pos[:, mask]
@test !haskey(pc, :mass)
pc = deepcopy(p)
filter!(pc, sph)
@test pc == p[mask]
# Particle collection
dm = p
gas = Particles(:gas, deepcopy(p.props))
pc = ParticleCollection(dm, gas)
pcc = filter(pc, sph)
@test pcc.dm == dm[mask]
pcc = filter(pc, sph; affect=[:pos])
@test pcc.dm == filter(dm, sph; affect=[:pos])
pcc = filter(pc, sph; affect=[(:dm, [:pos, :mass])])
@test pcc.dm == filter(dm, sph; affect=[:pos, :mass])
@test !haskey(pcc, :gas)
pcc = deepcopy(pc)
filter!(pcc, sph)
@test pcc == filter(pc, sph)
ap = pc.all
@test_throws ErrorException filter(ap, sph)
@test_throws ErrorException filter!(ap, sph)
end
end
@testset "Properties" begin
@testset "Norm" begin
a2 = rand(2, 100)
a3 = rand(3, 100)
a4 = rand(4, 100)
n2 = norm.(eachcol(a2))
n3 = norm.(eachcol(a3))
n4 = norm.(eachcol(a4))
@test colnorm(a2) ≈ n2
@test colnorm(a3) ≈ n3
@test colnorm(a4) ≈ n4
@test colnorm(a2 * u"m") ≈ n2 * u"m"
@test colnorm(a3 * u"m") ≈ n3 * u"m"
@test colnorm(a4 * u"m") ≈ n4 * u"m"
@test colnorm2(a2) ≈ n2 .^ 2
@test colnorm2(a3) ≈ n3 .^ 2
@test colnorm2(a4) ≈ n4 .^ 2
@test colnorm2(a2 * u"m") ≈ (n2 * u"m") .^ 2
@test colnorm2(a3 * u"m") ≈ (n3 * u"m") .^ 2
@test colnorm2(a4 * u"m") ≈ (n4 * u"m") .^ 2
am2 = similar(a2, Union{Float64,Missing})
am3 = similar(a3, Union{Float64,Missing})
am4 = similar(a4, Union{Float64,Missing})
am2 .= a2
am3 .= a3
am4 .= a4
am2[:, 1] .= missing
am3[:, 1] .= missing
am4[:, 1] .= missing
@test all(colnorm(am2) .≈ n2) |> ismissing
@test all(colnorm(am3) .≈ n3) |> ismissing
@test all(colnorm(am4) .≈ n4) |> ismissing
@test all(colnorm(am2 * u"m") .≈ n2 * u"m") |> ismissing
@test all(colnorm(am3 * u"m") .≈ n3 * u"m") |> ismissing
@test all(colnorm(am4 * u"m") .≈ n4 * u"m") |> ismissing
@test all(colnorm2(am2) .≈ n2 .^ 2) |> ismissing
@test all(colnorm2(am3) .≈ n3 .^ 2) |> ismissing
@test all(colnorm2(am4) .≈ n4 .^ 2) |> ismissing
@test all(colnorm2(am2 * u"m") .≈ (n2 * u"m") .^ 2) |> ismissing
@test all(colnorm2(am3 * u"m") .≈ (n3 * u"m") .^ 2) |> ismissing
@test all(colnorm2(am4 * u"m") .≈ (n4 * u"m") .^ 2) |> ismissing
end
@testset "Norm around Origin" begin
a2 = rand(2, 100)
a3 = rand(3, 100)
a4 = rand(4, 100)
o2 = rand(2)
o3 = rand(3)
o4 = rand(4)
n2 = norm.(eachcol(a2 .- o2))
n3 = norm.(eachcol(a3 .- o3))
n4 = norm.(eachcol(a4 .- o4))
@test colnorm(a2, o2) ≈ n2
@test colnorm(a3, o3) ≈ n3
@test colnorm(a4, o4) ≈ n4
@test colnorm(a2 * u"m", o2 * u"m") ≈ n2 * u"m"
@test colnorm(a3 * u"m", o3 * u"m") ≈ n3 * u"m"
@test colnorm(a4 * u"m", o4 * u"m") ≈ n4 * u"m"
@test colnorm2(a2, o2) ≈ n2 .^ 2
@test colnorm2(a3, o3) ≈ n3 .^ 2
@test colnorm2(a4, o4) ≈ n4 .^ 2
@test colnorm2(a2 * u"m", o2 * u"m") ≈ (n2 * u"m") .^ 2
@test colnorm2(a3 * u"m", o3 * u"m") ≈ (n3 * u"m") .^ 2
@test colnorm2(a4 * u"m", o4 * u"m") ≈ (n4 * u"m") .^ 2
am2 = similar(a2, Union{Float64,Missing})
am3 = similar(a3, Union{Float64,Missing})
am4 = similar(a4, Union{Float64,Missing})
am2 .= a2
am3 .= a3
am4 .= a4
am2[:, 1] .= missing
am3[:, 1] .= missing
am4[:, 1] .= missing
@test all(colnorm(am2, o2) .≈ n2) |> ismissing
@test all(colnorm(am3, o3) .≈ n3) |> ismissing
@test all(colnorm(am4, o4) .≈ n4) |> ismissing
@test all(colnorm(am2 * u"m", o2 * u"m") .≈ n2 * u"m") |> ismissing
@test all(colnorm(am3 * u"m", o3 * u"m") .≈ n3 * u"m") |> ismissing
@test all(colnorm(am4 * u"m", o4 * u"m") .≈ n4 * u"m") |> ismissing
@test all(colnorm2(am2, o2) .≈ n2 .^ 2) |> ismissing
@test all(colnorm2(am3, o3) .≈ n3 .^ 2) |> ismissing
@test all(colnorm2(am4, o4) .≈ n4 .^ 2) |> ismissing
@test all(colnorm2(am2 * u"m", o2 * u"m") .≈ (n2 * u"m") .^ 2) |> ismissing
@test all(colnorm2(am3 * u"m", o3 * u"m") .≈ (n3 * u"m") .^ 2) |> ismissing
@test all(colnorm2(am4 * u"m", o4 * u"m") .≈ (n4 * u"m") .^ 2) |> ismissing
end
@testset "Dot Product" begin
a2 = rand(2, 100)
a3 = rand(3, 100)
a4 = rand(4, 100)
b2 = rand(2, 100)
b3 = rand(3, 100)
b4 = rand(4, 100)
c2 = reduce(hcat, [dot(ai, bi) for (ai, bi) in zip(eachcol(a2), eachcol(b2))]) |> vec
c3 = reduce(hcat, [dot(ai, bi) for (ai, bi) in zip(eachcol(a3), eachcol(b3))]) |> vec
c4 = reduce(hcat, [dot(ai, bi) for (ai, bi) in zip(eachcol(a4), eachcol(b4))]) |> vec
for (a, b, c) in zip([a2, a3, a4], [b2, b3, b4], [c2, c3, c4])
@test coldot(a, b) ≈ c
@test coldot(a * u"m", b) ≈ c * u"m"
@test coldot(a, b * u"m") ≈ c * u"m"
@test coldot(a * u"m", b * u"m") ≈ c * u"m^2"
am = similar(a, Union{Float64,Missing})
am .= a
am[:, 1] .= missing
bm = similar(b, Union{Float64,Missing})
bm .= b
bm[:, 1] .= missing
@test all(coldot(am, b) .≈ c) |> ismissing
@test all(coldot(a * u"m", bm) .≈ c * u"m") |> ismissing
@test all(coldot(a, bm * u"m") .≈ c * u"m") |> ismissing
@test all(coldot(am * u"m", bm) .≈ c * u"m") |> ismissing
@test all(coldot(am * u"m", bm * u"m") .≈ c * u"m^2") |> ismissing
end
am = similar(a3, Union{Float64,Nothing})
am .= a3
@test coldot(am, b3) ≈ c3
end
@testset "Cross Product" begin
a = rand(3, 100)
b = rand(3, 100)
au = a * u"m"
bu = b * u"m"
c = reduce(hcat, [cross(ai, bi) for (ai, bi) in zip(eachcol(a), eachcol(b))])
@test colcross(a, b) ≈ c
@test colcross(au, b) ≈ c * u"m"
@test colcross(a, bu) ≈ c * u"m"
@test colcross(au, bu) ≈ c * u"m^2"
am = similar(a, Union{Float64,Missing})
am .= a
am[:, 1] .= missing
bm = similar(b, Union{Float64,Missing})
bm .= b
bm[:, 1] .= missing
@test all(colcross(am, b) .≈ c) |> ismissing
@test all(colcross(au, bm) .≈ c * u"m") |> ismissing
@test all(colcross(a, bm * u"m") .≈ c * u"m") |> ismissing
@test all(colcross(am * u"m", bm) .≈ c * u"m") |> ismissing
@test all(colcross(am * u"m", bm * u"m") .≈ c * u"m^2") |> ismissing
am = similar(a, Union{Float64,Nothing})
am .= a
@test colcross(am, b) ≈ c
end
@testset "Angular momentum" begin
a = rand(3, 100)
b = rand(3, 100)
au = a * u"m"
bu = b * u"m"
for m in [rand(), rand(100)]
mu = m * u"kg"
j = m' .* colcross(a, b)
@test angmom(a, b, m) ≈ j
@test angmom(au, b, m) ≈ j * u"m"
@test angmom(a, bu, m) ≈ j * u"m"
@test angmom(au, bu, m) ≈ j * u"m^2"
@test angmom(a, b, mu) ≈ j * u"kg"
@test angmom(au, b, mu) ≈ j * u"m*kg"
@test angmom(a, bu, mu) ≈ j * u"m*kg"
@test angmom(au, bu, mu) ≈ j * u"m^2*kg"
for func in [angmomtot, angmomtot_stable]
@test func(a, b, m) ≈ sum(j; dims=2)
@test func(au, b, m) ≈ sum(j * u"m"; dims=2)
@test func(a, bu, m) ≈ sum(j * u"m"; dims=2)
@test func(au, bu, m) ≈ sum(j * u"m^2"; dims=2)
@test func(a, b, mu) ≈ sum(j * u"kg"; dims=2)
@test func(au, b, mu) ≈ sum(j * u"m*kg"; dims=2)
@test func(a, bu, mu) ≈ sum(j * u"m*kg"; dims=2)
@test func(au, bu, mu) ≈ sum(j * u"m^2*kg"; dims=2)
end
origin = rand(3)
velorigin = rand(3)
jorigin = m' .* colcross(a .- origin, b)
@test angmom(au, bu, mu; origin=origin * u"m") ≈ jorigin * u"m^2*kg"
@test angmomtot(au, bu, mu; origin=origin * u"m") ≈ sum(jorigin * u"m^2*kg"; dims=2)
jorigin = m' .* colcross(a, b .- velorigin)
@test angmom(au, bu, mu; velorigin=velorigin * u"m") ≈ jorigin * u"m^2*kg"
@test angmomtot(au, bu, mu; velorigin=velorigin * u"m") ≈ sum(jorigin * u"m^2*kg"; dims=2)
@test angmomtot_stable(au, bu, mu; velorigin=velorigin * u"m") ≈
sum(jorigin * u"m^2*kg"; dims=2)
jorigin = m' .* colcross(a .- origin, b .- velorigin)
@test angmom(au, bu, mu; origin=origin * u"m", velorigin=velorigin * u"m") ≈
jorigin * u"m^2*kg"
@test angmomtot(au, bu, mu; origin=origin * u"m", velorigin=velorigin * u"m") ≈
sum(jorigin * u"m^2*kg"; dims=2)
@test angmomtot_stable(au, bu, mu; origin=origin * u"m", velorigin=velorigin * u"m") ≈
sum(jorigin * u"m^2*kg"; dims=2)
am = similar(a, Union{Float64,Missing})
am .= a
am[:, 1] .= missing
bm = similar(b, Union{Float64,Missing})
bm .= b
bm[:, 1] .= missing
@test all(angmom(am, b, m) .≈ j) |> ismissing
@test all(angmom(au, bm, m) .≈ j * u"m") |> ismissing
@test all(angmom(a, bm * u"m", m) .≈ j * u"m") |> ismissing
@test all(angmom(am * u"m", bm, m) .≈ j * u"m") |> ismissing
@test all(angmom(am * u"m", bm * u"m", m) .≈ j * u"m^2") |> ismissing
@test all(angmom(am, b, mu) .≈ j * u"kg") |> ismissing
@test all(angmom(au, bm, mu) .≈ j * u"m*kg") |> ismissing
@test all(angmom(a, bm * u"m", mu) .≈ j * u"m*kg") |> ismissing
@test all(angmom(am * u"m", bm, mu) .≈ j * u"m*kg") |> ismissing
@test all(angmom(am * u"m", bm * u"m", mu) .≈ j * u"m^2*kg") |> ismissing
am = similar(a, Union{Float64,Nothing})
am .= a
@test angmom(am, b, m) ≈ j
end
end
@testset "Particles properties" begin
dm = Particles(:dm, :pos => rand(3, 100), :vel => rand(Float32, 3, 100), :mass => 2)
gas = Particles(
:gas,
:pos => rand(3, 100),
:vel => rand(Float32, 3, 100),
:mass => rand(100),
:temp => rand(100),
:test => 1,
:mass2 => Fill(2, 100),
)
dmu = deepcopy(dm)
gasu = deepcopy(gas)
dmu.pos *= u"m"
dmu.vel *= u"km/s"
dmu.mass *= u"kg"
gasu.pos *= u"m"
gasu.vel *= u"km/s"
gasu.mass *= u"kg"
gasu.mass2 *= u"kg"
gasu.temp *= u"K"
for (dm, gas) in zip([dm, dmu], [gas, gasu])
cp = ParticleCollection(dm, gas)
ap = cp.all
p = Particles(ap)
@test meanpos(dm) == mean(dm.pos; dims=2)
@test meanpos(dm; massweighted=false) == mean(dm.pos; dims=2)
@test meanpos(gas) ≈ sum(gas.pos .* gas.mass'; dims=2) / sum(gas.mass)
@test meanpos(gas; massweighted=false) == mean(gas.pos; dims=2)
@test meanpos(ap) ≈ meanpos(p)
@test meanprop(dm, :pos) == mean(dm.pos; dims=2)
@test meanprop(gas, :pos; massprop=:mass2) == mean(gas.pos; dims=2)
@test meanprop(gas, :temp) ≈ sum(gas.temp .* gas.mass) / sum(gas.mass)
@test meanprop(gas, :temp; massweighted=false) == mean(gas.temp)
@test meanprop(gas, :temp; massprop=:mass2) == mean(gas.temp)
@test meanprop(dm, :mass) == dm.mass
@test meanprop(dm, :mass; massweighted=false) == dm.mass
@test meanprop(gas, :test) == gas.test
@test meanprop(gas, :mass2) == gas.mass2[1]
@test meanprop(gas, :mass2; massweighted=false) == gas.mass2[1]
@test meanprop(gas, :mass2; massprop=:mass2) == gas.mass2[1]
@test meanprop(ap, :mass) ≈ meanvel(p, :mass)
@test meanvel(dm) == mean(dm.vel; dims=2)
@test meanvel(dm; massweighted=false) == mean(dm.vel; dims=2)
@test meanvel(gas) ≈ sum(gas.vel .* gas.mass'; dims=2) / sum(gas.mass)
@test meanvel(gas; massweighted=false) == mean(gas.vel; dims=2)
@test meanvel(ap) ≈ meanvel(p)
@test sumprop(dm, :pos) == sum(dm.pos; dims=2)
@test sumprop(gas, :pos) == sum(gas.pos; dims=2)
@test sumprop(dm, :mass) == CP.particle_number(dm) * dm.mass
@test sumprop(gas, :mass2) == sum(gas.mass2)
@test sumprop(ap, :pos) == sumprop(p, :pos)
@test angmom(dm; angmomprop=:j) == angmom(dm.pos, dm.vel, dm.mass)
@test angmomtot(dm; angmomprop=:j) == angmomtot(dm.pos, dm.vel, dm.mass)
@test angmomtot_stable(dm; angmomprop=:j) == angmomtot_stable(dm.pos, dm.vel, dm.mass)
dm.j = angmom(dm)
@test angmom(dm; angmomprop=:j) ≈ angmom(dm.pos, dm.vel, dm.mass)
@test angmomtot(dm; angmomprop=:j) ≈ angmomtot(dm.pos, dm.vel, dm.mass)
@test angmomtot_stable(dm; angmomprop=:j) ≈ angmomtot_stable(dm.pos, dm.vel, dm.mass)
@test angmom(gas; angmomprop=:j) == angmom(gas.pos, gas.vel, gas.mass)
@test angmomtot(gas; angmomprop=:j) == angmomtot(gas.pos, gas.vel, gas.mass)
@test angmomtot_stable(gas; angmomprop=:j) == angmomtot_stable(gas.pos, gas.vel, gas.mass)
origin = 2 * dm.pos[:, 1]
velorigin = 2 * dm.vel[:, 1]
for func in [angmom, angmomtot, angmomtot_stable]
@test func(gas; origin) == func(gas.pos, gas.vel, gas.mass; origin)
@test func(gas; velorigin) == func(gas.pos, gas.vel, gas.mass; velorigin)
@test func(gas; origin, velorigin) == func(gas.pos, gas.vel, gas.mass; origin, velorigin)
end
end
end
end
end
| [
3500,
10437,
5908,
7841,
2983,
198,
3500,
27845,
3163,
20477,
198,
3500,
406,
12582,
3163,
20477,
198,
3500,
44800,
2348,
29230,
198,
3500,
18481,
602,
198,
3500,
311,
24707,
2348,
7727,
907,
198,
3500,
20595,
14881,
198,
3500,
6208,
198,
3500,
11801,
913,
198,
198,
9979,
16932,
796,
10437,
5908,
7841,
2983,
198,
198,
31,
9288,
2617,
366,
36734,
5908,
7841,
2983,
13,
20362,
1,
2221,
628,
220,
220,
220,
2488,
9288,
2617,
366,
7841,
2983,
1,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
279,
796,
2142,
2983,
7,
25,
36020,
8,
628,
220,
220,
220,
220,
220,
220,
220,
279,
13,
312,
796,
6291,
7,
16,
25,
12825,
11,
1802,
26,
6330,
28,
9562,
8,
198,
220,
220,
220,
220,
220,
220,
220,
279,
13,
1930,
796,
43720,
7,
18,
11,
1802,
8,
628,
220,
220,
220,
220,
220,
220,
220,
1303,
1180,
4686,
290,
1426,
329,
18984,
2142,
2983,
198,
220,
220,
220,
220,
220,
220,
220,
40653,
312,
796,
43720,
7,
3064,
8,
198,
220,
220,
220,
220,
220,
220,
220,
40653,
1930,
796,
43720,
7,
18,
11,
1802,
8,
628,
220,
220,
220,
220,
220,
220,
220,
1303,
2142,
1548,
2176,
198,
220,
220,
220,
220,
220,
220,
220,
40653,
796,
2142,
2983,
7,
25,
36020,
11,
1058,
312,
5218,
279,
13,
312,
11,
1058,
1930,
5218,
279,
13,
1930,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
6624,
279,
628,
220,
220,
220,
220,
220,
220,
220,
40653,
796,
4866,
7,
79,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
6624,
279,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
5145,
855,
279,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
1676,
862,
6624,
279,
13,
1676,
862,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
1676,
862,
5145,
855,
279,
13,
1676,
862,
628,
220,
220,
220,
220,
220,
220,
220,
40653,
796,
6565,
7,
79,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
4906,
24844,
1058,
36020,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
318,
28920,
7,
14751,
13,
1676,
862,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
318,
28920,
7,
14751,
8,
628,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13,
3911,
1548,
62,
3672,
7,
79,
8,
6624,
366,
7841,
2983,
1,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
1189,
316,
40496,
7,
26745,
14933,
7,
79,
828,
685,
25,
4906,
11,
1058,
312,
11,
1058,
1930,
12962,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
1189,
316,
40496,
7,
26745,
14933,
7,
79,
26,
2839,
28,
7942,
828,
685,
25,
4906,
11,
1058,
1676,
862,
11,
1058,
312,
11,
1058,
1930,
12962,
628,
220,
220,
220,
220,
220,
220,
220,
33245,
796,
314,
9864,
13712,
3419,
198,
220,
220,
220,
220,
220,
220,
220,
905,
7,
952,
11,
366,
5239,
14,
25638,
1600,
279,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
10903,
7,
20657,
0,
7,
952,
4008,
6624,
366,
36020,
25,
1802,
2142,
2983,
59,
77,
4686,
1426,
1,
628,
220,
220,
220,
220,
220,
220,
220,
1303,
1332,
27741,
7841,
2983,
351,
4096,
7822,
2142,
2983,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13,
1136,
62,
1676,
862,
7,
79,
8,
24844,
279,
13,
1676,
862,
628,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
651,
26745,
7,
79,
11,
1058,
312,
8,
24844,
279,
13,
1676,
862,
58,
25,
312,
60,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
651,
26745,
7,
79,
11,
1058,
4906,
8,
24844,
279,
13,
4906,
24844,
1058,
36020,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
651,
26745,
7,
79,
11,
1058,
1676,
862,
8,
24844,
279,
13,
1676,
862,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
13,
312,
24844,
279,
13,
1676,
862,
58,
25,
312,
60,
628,
220,
220,
220,
220,
220,
220,
220,
40653,
796,
4866,
7,
79,
8,
198,
220,
220,
220,
220,
220,
220,
220,
900,
26745,
0,
7,
79,
11,
1058,
1930,
11,
40653,
1930,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
13,
1930,
24844,
40653,
1930,
198,
220,
220,
220,
220,
220,
220,
220,
40653,
13,
312,
796,
40653,
312,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
312,
24844,
40653,
312,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
13,
312,
5145,
855,
40653,
312,
628,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
62,
400,
8516,
13047,
16922,
7203,
15931,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
900,
3245,
48725,
40139,
2878,
286,
2099,
2142,
2983,
2314,
307,
3421,
15931,
4943,
279,
13,
4906,
796,
1058,
22649,
628,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
58,
25,
312,
60,
24844,
279,
13,
1676,
862,
58,
25,
312,
60,
628,
220,
220,
220,
220,
220,
220,
220,
40653,
796,
4866,
7,
79,
8,
198,
220,
220,
220,
220,
220,
220,
220,
279,
58,
25,
312,
60,
796,
40653,
312,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
13,
312,
24844,
40653,
312,
628,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
8251,
7,
79,
8,
6624,
8251,
7,
79,
13,
1676,
862,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
468,
2539,
7,
79,
11,
1058,
312,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
5145,
10134,
2539,
7,
79,
11,
1058,
626,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
5145,
10134,
2539,
7,
79,
11,
1058,
4906,
8,
628,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
3815,
7,
79,
8,
6624,
3815,
7,
79,
13,
1676,
862,
8,
628,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
1189,
316,
40496,
7,
26745,
14933,
7,
79,
828,
685,
25,
4906,
11,
1058,
312,
11,
1058,
1930,
12962,
628,
220,
220,
220,
220,
220,
220,
220,
1303,
1332,
4277,
25504,
329,
27741,
7841,
2983,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
1189,
316,
40496,
7,
14881,
13,
31,
37669,
7,
26745,
14933,
7,
79,
3712,
23839,
7841,
2983,
36911,
685,
25,
312,
11,
1058,
1930,
12962,
628,
220,
220,
220,
220,
220,
220,
220,
40653,
796,
2769,
30073,
7,
79,
8,
198,
220,
220,
220,
220,
220,
220,
220,
6565,
0,
7,
14751,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
318,
28920,
7,
14751,
13,
1676,
862,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
318,
28920,
7,
14751,
8,
628,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
5145,
271,
28920,
7,
79,
8,
628,
220,
220,
220,
220,
220,
220,
220,
4866,
0,
7,
14751,
11,
279,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
5145,
855,
279,
11405,
40653,
6624,
279,
11405,
5145,
271,
28920,
7,
14751,
8,
628,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13,
3911,
1548,
62,
17618,
7,
79,
8,
6624,
1802,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13,
3911,
1548,
62,
17618,
7,
7841,
2983,
7,
25,
22649,
4008,
6624,
657,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13,
3911,
1548,
62,
17618,
7,
7841,
2983,
7,
25,
22649,
11,
360,
713,
90,
13940,
23650,
11,
7149,
92,
7,
25,
22208,
5218,
513,
22305,
6624,
657,
628,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
318,
22366,
7,
14881,
13,
31,
37669,
7,
8697,
13,
3911,
1548,
62,
3672,
7,
79,
3712,
23839,
7841,
2983,
22305,
628,
220,
220,
220,
220,
220,
220,
220,
33245,
796,
314,
9864,
13712,
3419,
198,
220,
220,
220,
220,
220,
220,
220,
16932,
13,
12860,
62,
48310,
7,
952,
11,
366,
5239,
14,
25638,
1600,
279,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
10903,
7,
20657,
0,
7,
952,
4008,
6624,
366,
3064,
2142,
2983,
59,
77,
4686,
1426,
1,
198,
220,
220,
220,
886,
628,
220,
220,
220,
2488,
9288,
2617,
366,
3237,
7841,
2983,
1,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
288,
76,
796,
2142,
2983,
7,
25,
36020,
8,
198,
220,
220,
220,
220,
220,
220,
220,
288,
76,
13,
312,
796,
6291,
7,
16,
25,
12825,
11,
1802,
26,
6330,
28,
9562,
8,
198,
220,
220,
220,
220,
220,
220,
220,
288,
76,
13,
1930,
796,
43720,
7,
18,
11,
1802,
8,
198,
220,
220,
220,
220,
220,
220,
220,
288,
76,
13,
22208,
796,
43720,
3419,
198,
220,
220,
220,
220,
220,
220,
220,
288,
76,
13,
9288,
796,
43720,
3419,
628,
220,
220,
220,
220,
220,
220,
220,
3623,
796,
2142,
2983,
7,
25,
22649,
8,
198,
220,
220,
220,
220,
220,
220,
220,
3623,
13,
312,
796,
6291,
7,
47705,
25,
11024,
11,
1802,
26,
6330,
28,
9562,
8,
198,
220,
220,
220,
220,
220,
220,
220,
3623,
13,
1930,
796,
43720,
7,
18,
11,
1802,
8,
198,
220,
220,
220,
220,
220,
220,
220,
3623,
13,
22208,
796,
43720,
7,
3064,
8,
198,
220,
220,
220,
220,
220,
220,
220,
3623,
13,
29510,
796,
43720,
7,
3064,
8,
198,
220,
220,
220,
220,
220,
220,
220,
3623,
13,
89,
82,
796,
43720,
7,
17,
11,
1802,
8,
198,
220,
220,
220,
220,
220,
220,
220,
3623,
13,
9288,
796,
43720,
7,
17,
11,
1802,
8,
628,
220,
220,
220,
220,
220,
220,
220,
279,
26000,
796,
2142,
1548,
36307,
7,
36020,
11,
3623,
8,
198,
220,
220,
220,
220,
220,
220,
220,
279,
796,
1439,
7841,
2983,
7,
14751,
692,
8,
628,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13,
3911,
1548,
62,
43681,
7,
79,
8,
24844,
279,
26000,
198,
220,
220,
220,
220,
220,
220,
220,
1303,
2488,
9288,
651,
62,
1676,
862,
7,
79,
8,
24844,
279,
13,
1676,
862,
1303,
407,
636,
286,
262,
7824,
628,
220,
220,
220,
220,
220,
220,
220,
611,
279,
13,
312,
58,
16,
60,
6624,
288,
76,
13,
312,
58,
16,
60,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
13,
312,
6624,
410,
9246,
7,
36020,
13,
312,
11,
3623,
13,
312,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
13,
1930,
6624,
289,
9246,
7,
36020,
13,
1930,
11,
3623,
13,
1930,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
13,
22208,
6624,
410,
9246,
7,
20797,
7,
36020,
13,
22208,
11,
4129,
7,
36020,
13,
312,
36911,
3623,
13,
22208,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
318,
40496,
12195,
79,
13,
29510,
11,
410,
9246,
7,
20797,
7,
45688,
11,
4129,
7,
36020,
13,
312,
36911,
3623,
13,
29510,
4008,
930,
29,
477,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
318,
40496,
12195,
79,
13,
89,
82,
11,
289,
9246,
7,
20797,
7,
45688,
11,
362,
11,
4129,
7,
36020,
13,
312,
36911,
3623,
13,
89,
82,
4008,
930,
29,
477,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
13,
9288,
6624,
289,
9246,
7,
20797,
7,
36020,
13,
9288,
11,
362,
11,
4129,
7,
36020,
13,
312,
36911,
3623,
13,
9288,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2073,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
13,
312,
6624,
410,
9246,
7,
22649,
13,
312,
11,
288,
76,
13,
312,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
13,
1930,
6624,
289,
9246,
7,
22649,
13,
1930,
11,
288,
76,
13,
1930,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
13,
22208,
6624,
410,
9246,
7,
22649,
13,
22208,
11,
6070,
7,
36020,
13,
22208,
11,
4129,
7,
36020,
13,
312,
22305,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
318,
40496,
12195,
79,
13,
29510,
11,
410,
9246,
7,
22649,
13,
29510,
11,
6070,
7,
45688,
11,
4129,
7,
36020,
13,
312,
35514,
930,
29,
477,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
318,
40496,
12195,
79,
13,
89,
82,
11,
289,
9246,
7,
22649,
13,
89,
82,
11,
6070,
7,
45688,
11,
362,
11,
4129,
7,
36020,
13,
312,
35514,
930,
29,
477,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
13,
9288,
6624,
289,
9246,
7,
22649,
13,
9288,
11,
6070,
7,
36020,
13,
9288,
11,
362,
11,
4129,
7,
36020,
13,
312,
22305,
198,
220,
220,
220,
220,
220,
220,
220,
886,
628,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
62,
400,
8516,
13047,
16922,
279,
13,
312,
796,
43720,
7,
3064,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
62,
400,
8516,
7383,
12331,
279,
13,
626,
628,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
1189,
316,
40496,
7,
13083,
7,
79,
828,
685,
25,
312,
11,
1058,
22208,
11,
1058,
1930,
11,
1058,
29510,
11,
1058,
89,
82,
11,
1058,
9288,
12962,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
8251,
7,
79,
8,
6624,
8251,
7,
3237,
7841,
2983,
7,
14751,
692,
4008,
628,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
468,
2539,
7,
79,
11,
1058,
312,
8,
11405,
468,
2539,
7,
3237,
7841,
2983,
7,
14751,
692,
828,
1058,
312,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
5145,
10134,
2539,
7,
79,
11,
1058,
626,
8,
11405,
5145,
10134,
2539,
7,
3237,
7841,
2983,
7,
14751,
692,
828,
1058,
626,
8,
628,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
2100,
24844,
279,
58,
2539,
60,
329,
357,
2539,
11,
1188,
8,
287,
19974,
7,
13083,
7,
79,
828,
3815,
7,
79,
22305,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
2100,
24844,
279,
58,
2539,
60,
329,
357,
2539,
11,
1188,
8,
287,
14729,
7,
79,
4008,
628,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
62,
400,
8516,
13047,
16922,
4866,
7,
79,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
62,
400,
8516,
13047,
16922,
4866,
0,
7,
79,
11,
1439,
7841,
2983,
7,
14751,
692,
4008,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
62,
400,
8516,
13047,
16922,
4866,
0,
7,
79,
11,
288,
76,
8,
628,
220,
220,
220,
220,
220,
220,
220,
40653,
796,
2142,
2983,
7,
25,
439,
8,
198,
220,
220,
220,
220,
220,
220,
220,
4866,
0,
7,
14751,
11,
279,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2824,
7,
27160,
7,
79,
4008,
1303,
2587,
4340,
6608,
287,
360,
713,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
312,
6624,
279,
13,
312,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
22208,
6624,
279,
13,
22208,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
1930,
6624,
279,
13,
1930,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
786,
13255,
12195,
14751,
13,
29510,
11,
279,
13,
29510,
4008,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
786,
13255,
12195,
14751,
13,
89,
82,
11,
279,
13,
89,
82,
4008,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
9288,
6624,
279,
13,
9288,
628,
220,
220,
220,
220,
220,
220,
220,
4866,
0,
7,
14751,
11,
279,
11,
685,
25,
312,
11,
1058,
22208,
11,
1058,
29510,
12962,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
468,
2539,
12195,
7,
14751,
11,
828,
685,
25,
312,
11,
1058,
22208,
11,
1058,
29510,
12962,
930,
29,
477,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
5145,
10134,
2539,
7,
14751,
11,
1058,
1930,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
318,
64,
12195,
58,
14751,
13,
312,
11,
40653,
13,
22208,
11,
40653,
13,
29510,
4357,
15690,
8,
930,
29,
477,
628,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
2142,
2983,
7,
79,
11,
685,
25,
312,
11,
1058,
22208,
11,
1058,
29510,
12962,
6624,
40653,
628,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
62,
400,
8516,
13047,
16922,
6565,
7,
79,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
62,
400,
8516,
13047,
16922,
6565,
0,
7,
79,
8,
628,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
5145,
271,
28920,
7,
79,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
318,
28920,
7,
7841,
1548,
36307,
3419,
930,
29,
1439,
7841,
2983,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
318,
28920,
7,
7841,
1548,
36307,
7,
7841,
2983,
7,
25,
36020,
828,
2142,
2983,
7,
25,
22649,
4008,
930,
29,
1439,
7841,
2983,
8,
628,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
6624,
1439,
7841,
2983,
7,
14751,
692,
8,
628,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13,
3911,
1548,
62,
3672,
7,
79,
8,
6624,
366,
7841,
2983,
1,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13,
3911,
1548,
62,
17618,
7,
79,
8,
6624,
939,
628,
220,
220,
220,
220,
220,
220,
220,
1351,
796,
685,
25,
312,
11,
1058,
22208,
11,
1058,
1930,
11,
1058,
29510,
11,
1058,
89,
82,
11,
1058,
9288,
60,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
1189,
316,
40496,
7,
26745,
14933,
7,
79,
828,
1351,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
1189,
316,
40496,
7,
26745,
14933,
7,
79,
26,
2839,
28,
7942,
828,
685,
3245,
14933,
7,
3237,
7841,
2983,
8,
930,
29,
2824,
26,
1351,
12962,
628,
220,
220,
220,
220,
220,
220,
220,
33245,
796,
314,
9864,
13712,
3419,
198,
220,
220,
220,
220,
220,
220,
220,
905,
7,
952,
11,
366,
5239,
14,
25638,
1600,
279,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
10903,
7,
20657,
0,
7,
952,
4008,
6624,
366,
439,
25,
939,
2142,
2983,
59,
77,
4686,
2347,
1426,
20218,
1332,
1976,
82,
1,
628,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13,
3911,
1548,
62,
17618,
7,
3237,
7841,
2983,
7,
7841,
1548,
36307,
3419,
4008,
6624,
657,
628,
198,
220,
220,
220,
220,
220,
220,
220,
9335,
796,
318,
5088,
12195,
79,
13,
312,
8,
198,
220,
220,
220,
220,
220,
220,
220,
773,
796,
1064,
439,
7,
27932,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
62,
400,
8516,
13047,
16922,
279,
58,
27932,
60,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
62,
400,
8516,
13047,
16922,
279,
58,
521,
60,
628,
198,
220,
220,
220,
220,
220,
220,
220,
1303,
3002,
1339,
810,
262,
15793,
318,
407,
1043,
422,
257,
15879,
393,
17593,
198,
220,
220,
220,
220,
220,
220,
220,
1303,
290,
810,
691,
530,
18758,
850,
4906,
7160,
198,
220,
220,
220,
220,
220,
220,
220,
1426,
796,
43720,
7,
18,
11,
1802,
8,
198,
220,
220,
220,
220,
220,
220,
220,
2347,
796,
43720,
3419,
198,
220,
220,
220,
220,
220,
220,
220,
40653,
796,
2142,
1548,
36307,
7,
7841,
2983,
7,
25,
36020,
11,
1058,
1930,
5218,
1426,
11,
1058,
22208,
5218,
2347,
4008,
198,
220,
220,
220,
220,
220,
220,
220,
2471,
796,
40653,
13,
439,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
2471,
13,
1930,
6624,
1426,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
2471,
13,
22208,
6624,
6070,
7,
22208,
11,
1802,
8,
198,
220,
220,
220,
886,
628,
198,
220,
220,
220,
2488,
9288,
2617,
366,
7841,
1548,
12251,
1,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
288,
76,
796,
2142,
2983,
7,
25,
36020,
8,
198,
220,
220,
220,
220,
220,
220,
220,
288,
76,
13,
312,
796,
6291,
7,
16,
25,
12825,
11,
1802,
26,
6330,
28,
9562,
8,
198,
220,
220,
220,
220,
220,
220,
220,
288,
76,
13,
1930,
796,
43720,
7,
18,
11,
1802,
8,
628,
220,
220,
220,
220,
220,
220,
220,
3623,
796,
2142,
2983,
7,
25,
22649,
8,
198,
220,
220,
220,
220,
220,
220,
220,
3623,
13,
312,
796,
6291,
7,
47705,
25,
11024,
11,
1802,
26,
6330,
28,
9562,
8,
198,
220,
220,
220,
220,
220,
220,
220,
3623,
13,
1930,
796,
43720,
7,
18,
11,
1802,
8,
628,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
2617,
366,
7841,
1548,
36307,
1,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
40653,
796,
2142,
1548,
36307,
3419,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
318,
64,
2142,
1548,
36307,
90,
7841,
2983,
92,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
3911,
2983,
6624,
360,
713,
90,
13940,
23650,
11,
7841,
2983,
92,
3419,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
2142,
1548,
36307,
7,
7841,
2983,
8,
6624,
40653,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
40653,
796,
2142,
1548,
36307,
7,
25,
36020,
5218,
288,
76,
11,
1058,
22649,
5218,
3623,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
318,
64,
2142,
1548,
36307,
90,
7841,
2983,
92,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
3911,
2983,
6624,
360,
713,
90,
13940,
23650,
11,
7841,
2983,
92,
7,
25,
36020,
5218,
288,
76,
11,
1058,
22649,
5218,
3623,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
2142,
1548,
36307,
7,
36020,
11,
3623,
8,
6624,
40653,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
2266,
30846,
7,
14751,
8,
6624,
657,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
40653,
796,
2142,
1548,
36307,
7,
36020,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
535,
796,
4866,
7,
14751,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
13,
3911,
2983,
58,
25,
36020,
60,
24844,
40653,
13,
3911,
2983,
58,
25,
36020,
60,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
535,
13,
3911,
2983,
58,
25,
36020,
60,
796,
3623,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
13,
3911,
2983,
58,
25,
36020,
60,
5145,
855,
40653,
13,
3911,
2983,
58,
25,
36020,
60,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
6565,
7,
14751,
8,
6624,
2142,
1548,
36307,
3419,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
40653,
796,
2142,
1548,
36307,
7,
36020,
11,
3623,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
33245,
796,
314,
9864,
13712,
3419,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
905,
7,
952,
11,
366,
5239,
14,
25638,
1600,
40653,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
10903,
7,
20657,
0,
7,
952,
4008,
6624,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
366,
7841,
1548,
36307,
59,
358,
76,
25,
1802,
2142,
2983,
59,
77,
4686,
1426,
59,
782,
292,
25,
1802,
2142,
2983,
59,
77,
4686,
1426,
1,
198,
220,
220,
220,
220,
220,
220,
220,
886,
628,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
2617,
366,
7738,
30846,
7841,
1548,
36307,
1,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1976,
796,
657,
13,
20,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
40653,
796,
2297,
30846,
7841,
1548,
36307,
7,
15,
13,
20,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
318,
64,
2297,
30846,
7841,
1548,
36307,
90,
7841,
2983,
92,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
3911,
2983,
6624,
360,
713,
90,
13940,
23650,
11,
7841,
2983,
92,
3419,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
89,
6624,
1976,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
2297,
30846,
7841,
1548,
36307,
7,
7841,
2983,
11,
1976,
8,
6624,
40653,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
40653,
796,
2297,
30846,
7841,
1548,
36307,
7,
89,
11,
1058,
36020,
5218,
288,
76,
11,
1058,
22649,
5218,
3623,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
318,
64,
2297,
30846,
7841,
1548,
36307,
90,
7841,
2983,
92,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
3911,
2983,
6624,
360,
713,
90,
13940,
23650,
11,
7841,
2983,
92,
7,
25,
36020,
5218,
288,
76,
11,
1058,
22649,
5218,
3623,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
2297,
30846,
7841,
1548,
36307,
7,
89,
11,
288,
76,
11,
3623,
8,
6624,
40653,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
2266,
30846,
7,
14751,
8,
6624,
1976,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
40653,
796,
2297,
30846,
7841,
1548,
36307,
7,
89,
11,
288,
76,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
535,
796,
4866,
7,
14751,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
13,
3911,
2983,
58,
25,
36020,
60,
24844,
40653,
13,
3911,
2983,
58,
25,
36020,
60,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
535,
13,
3911,
2983,
58,
25,
36020,
60,
796,
3623,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
13,
3911,
2983,
58,
25,
36020,
60,
5145,
855,
40653,
13,
3911,
2983,
58,
25,
36020,
60,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
6565,
7,
14751,
8,
6624,
2297,
30846,
7841,
1548,
36307,
7,
89,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
40653,
796,
2297,
30846,
7841,
1548,
36307,
7,
89,
11,
288,
76,
11,
3623,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
33245,
796,
314,
9864,
13712,
3419,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
905,
7,
952,
11,
366,
5239,
14,
25638,
1600,
40653,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
10903,
7,
20657,
0,
7,
952,
4008,
6624,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
366,
7841,
1548,
36307,
379,
1976,
796,
720,
89,
59,
358,
76,
25,
1802,
2142,
2983,
59,
77,
4686,
1426,
59,
782,
292,
25,
1802,
2142,
2983,
59,
77,
4686,
1426,
1,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
1189,
316,
40496,
7,
26745,
14933,
7,
14751,
828,
685,
25,
89,
11,
1058,
439,
11,
1058,
36020,
11,
1058,
22649,
12962,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
1189,
316,
40496,
7,
26745,
14933,
7,
14751,
26,
2839,
28,
7942,
828,
685,
25,
89,
11,
1058,
439,
11,
1058,
3911,
2983,
11,
1058,
36020,
11,
1058,
22649,
12962,
628,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
374,
14751,
796,
2297,
30846,
7841,
1548,
36307,
7,
15,
11,
288,
76,
11,
3623,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
40653,
796,
2142,
1548,
36307,
7,
36020,
11,
3623,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
374,
14751,
6624,
40653,
11405,
40653,
6624,
374,
14751,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
374,
14751,
796,
2297,
30846,
7841,
1548,
36307,
7,
89,
11,
288,
76,
11,
3623,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
374,
14751,
14512,
40653,
11405,
40653,
14512,
374,
14751,
198,
220,
220,
220,
220,
220,
220,
220,
886,
628,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
2617,
366,
23839,
7841,
1548,
36307,
1,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
40653,
796,
2142,
1548,
36307,
7,
36020,
11,
3623,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13,
1136,
62,
3911,
2983,
7,
14751,
8,
24844,
40653,
13,
3911,
2983,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
651,
26745,
7,
14751,
11,
1058,
36020,
8,
24844,
40653,
13,
3911,
2983,
58,
25,
36020,
60,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
651,
26745,
7,
14751,
11,
1058,
3911,
2983,
8,
24844,
40653,
13,
3911,
2983,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
36020,
24844,
40653,
13,
3911,
2983,
58,
25,
36020,
60,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
58,
25,
36020,
60,
24844,
40653,
13,
3911,
2983,
58,
25,
36020,
60,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
62,
400,
8516,
13047,
16922,
7,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
366,
2617,
3245,
48725,
40139,
2878,
286,
2099,
2142,
1548,
36307,
2314,
307,
3421,
1600,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1267,
40653,
13,
3911,
2983,
796,
360,
713,
90,
13940,
23650,
11,
7841,
2983,
92,
3419,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
40653,
13,
36020,
796,
3623,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
58,
25,
36020,
60,
24844,
3623,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
40653,
58,
25,
36020,
60,
796,
288,
76,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
36020,
24844,
288,
76,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
439,
6624,
1439,
7841,
2983,
7,
14751,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
62,
400,
8516,
13047,
16922,
40653,
13,
439,
796,
288,
76,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
62,
400,
8516,
7383,
12331,
40653,
58,
25,
439,
60,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
8251,
7,
14751,
8,
6624,
8251,
7,
14751,
13,
3911,
2983,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
468,
2539,
7,
14751,
11,
1058,
36020,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
5145,
10134,
2539,
7,
14751,
11,
1058,
30783,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
5145,
10134,
2539,
7,
14751,
11,
1058,
3911,
2983,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
3815,
7,
14751,
8,
6624,
3815,
7,
14751,
13,
3911,
2983,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
1189,
316,
40496,
7,
26745,
14933,
7,
14751,
828,
685,
25,
439,
11,
1058,
36020,
11,
1058,
22649,
12962,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
535,
796,
2769,
30073,
7,
14751,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
6565,
0,
7,
79,
535,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
318,
28920,
7,
79,
535,
13,
3911,
2983,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
318,
28920,
7,
79,
535,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
5145,
271,
28920,
7,
14751,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
4866,
0,
7,
79,
535,
11,
40653,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
5145,
855,
40653,
11405,
279,
535,
6624,
40653,
11405,
5145,
271,
28920,
7,
79,
535,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
33245,
796,
314,
9864,
13712,
3419,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
16932,
13,
12860,
62,
48310,
7,
952,
11,
366,
5239,
14,
25638,
1600,
40653,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
10903,
7,
20657,
0,
7,
952,
4008,
6624,
366,
36020,
25,
1802,
2142,
2983,
59,
77,
4686,
1426,
59,
782,
292,
25,
1802,
2142,
2983,
59,
77,
4686,
1426,
1,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
886,
628,
198,
220,
220,
220,
2488,
9288,
2617,
366,
18274,
4487,
1,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
2617,
366,
15732,
13166,
1,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
796,
2142,
2983,
7,
25,
36020,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
13,
312,
796,
6291,
7,
16,
25,
12825,
11,
1802,
26,
6330,
28,
9562,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
13,
1930,
796,
43720,
7,
18,
11,
1802,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
13,
22208,
796,
604,
84,
1,
10025,
1,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
9335,
796,
43720,
7,
3064,
8,
764,
29,
657,
13,
20,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
773,
796,
1064,
439,
7,
27932,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13557,
39014,
521,
7,
18,
11,
9335,
8,
6624,
513,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13557,
39014,
521,
7,
79,
13,
22208,
11,
9335,
8,
6624,
279,
13,
22208,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13557,
39014,
521,
7,
79,
13,
312,
11,
9335,
8,
6624,
279,
13,
312,
58,
27932,
60,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13557,
39014,
521,
7,
79,
13,
1930,
11,
9335,
8,
6624,
279,
13,
1930,
58,
45299,
9335,
60,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13557,
39014,
521,
7,
18,
11,
773,
8,
6624,
513,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13557,
39014,
521,
7,
79,
13,
22208,
11,
773,
8,
6624,
279,
13,
22208,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13557,
39014,
521,
7,
79,
13,
312,
11,
773,
8,
6624,
279,
13,
312,
58,
521,
60,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13557,
39014,
521,
7,
79,
13,
1930,
11,
773,
8,
6624,
279,
13,
1930,
58,
45299,
773,
60,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
257,
796,
43720,
7,
2231,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
275,
796,
43720,
7,
2816,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
269,
796,
27967,
19182,
7,
85,
9246,
11,
257,
11,
275,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13557,
39014,
521,
7,
66,
11,
9335,
8,
6624,
15690,
7,
66,
38381,
27932,
60,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13557,
39014,
521,
7,
66,
11,
773,
8,
6624,
15690,
7,
66,
38381,
521,
60,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
257,
796,
43720,
7,
18,
11,
4153,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
275,
796,
43720,
7,
18,
11,
5996,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
269,
796,
27967,
19182,
7,
71,
9246,
11,
257,
11,
275,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13557,
39014,
521,
7,
66,
11,
9335,
8,
6624,
15690,
7,
66,
38381,
45299,
9335,
60,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13557,
39014,
521,
7,
66,
11,
773,
8,
6624,
15690,
7,
66,
38381,
45299,
773,
60,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
40653,
796,
16932,
13,
39014,
521,
7,
79,
11,
9335,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
312,
6624,
279,
13,
312,
58,
27932,
60,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
1930,
6624,
279,
13,
1930,
58,
45299,
9335,
60,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
22208,
6624,
279,
13,
22208,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13,
39014,
521,
7,
79,
11,
773,
8,
6624,
40653,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
58,
521,
60,
6624,
40653,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
58,
27932,
60,
6624,
40653,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
535,
796,
2769,
30073,
7,
79,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
16932,
13,
39014,
521,
0,
7,
79,
535,
11,
9335,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
6624,
40653,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
535,
796,
2769,
30073,
7,
79,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
16932,
13,
39014,
521,
0,
7,
79,
535,
11,
773,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
6624,
40653,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
40653,
796,
16932,
13,
39014,
521,
7,
79,
11,
9335,
26,
2689,
41888,
25,
1930,
11,
1058,
22208,
11,
1058,
21943,
12962,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
5145,
10134,
2539,
7,
14751,
11,
1058,
312,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
5145,
10134,
2539,
7,
14751,
11,
1058,
21943,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
1930,
6624,
279,
13,
1930,
58,
45299,
9335,
60,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
22208,
6624,
279,
13,
22208,
628,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
40653,
796,
2142,
1548,
36307,
7,
79,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2471,
796,
40653,
13,
439,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
62,
400,
8516,
13047,
16922,
16932,
13,
39014,
521,
7,
499,
11,
773,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
62,
400,
8516,
13047,
16922,
16932,
13,
39014,
521,
0,
7,
499,
11,
773,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
62,
400,
8516,
13047,
16922,
16932,
13,
39014,
521,
7,
499,
11,
9335,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
62,
400,
8516,
13047,
16922,
16932,
13,
39014,
521,
0,
7,
499,
11,
9335,
8,
198,
220,
220,
220,
220,
220,
220,
220,
886,
628,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
2617,
366,
27914,
13166,
1,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
796,
2142,
2983,
7,
25,
36020,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
13,
312,
796,
6291,
7,
16,
25,
12825,
11,
1802,
26,
6330,
28,
9562,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
13,
1930,
796,
43720,
7,
18,
11,
1802,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
13,
22208,
796,
604,
84,
1,
10025,
1,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
9335,
796,
43720,
7,
3064,
8,
764,
29,
657,
13,
20,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
773,
796,
1064,
439,
7,
27932,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13557,
28956,
521,
7,
18,
11,
773,
8,
6624,
513,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13557,
28956,
521,
7,
79,
13,
22208,
11,
773,
8,
6624,
279,
13,
22208,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13557,
28956,
521,
7,
79,
13,
312,
11,
773,
8,
6624,
12233,
265,
0,
7,
30073,
7,
79,
13,
312,
828,
773,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1426,
2787,
2668,
796,
16932,
13557,
28956,
521,
7,
79,
13,
1930,
11,
773,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
1426,
2787,
2668,
58,
16,
11,
1058,
60,
6624,
12233,
265,
0,
7,
79,
13,
1930,
58,
16,
11,
1058,
4357,
773,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
1426,
2787,
2668,
58,
17,
11,
1058,
60,
6624,
12233,
265,
0,
7,
79,
13,
1930,
58,
17,
11,
1058,
4357,
773,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
1426,
2787,
2668,
58,
18,
11,
1058,
60,
6624,
12233,
265,
0,
7,
79,
13,
1930,
58,
18,
11,
1058,
4357,
773,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
257,
796,
43720,
7,
2231,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
275,
796,
43720,
7,
2816,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
269,
796,
27967,
19182,
7,
85,
9246,
11,
257,
11,
275,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13557,
28956,
521,
7,
66,
11,
773,
8,
6624,
12233,
265,
0,
7,
19182,
7,
66,
828,
773,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
257,
796,
43720,
7,
18,
11,
4153,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
275,
796,
43720,
7,
18,
11,
5996,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
269,
796,
27967,
19182,
7,
71,
9246,
11,
257,
11,
275,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
36559,
2668,
796,
16932,
13557,
28956,
521,
7,
66,
11,
773,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1097,
2433,
796,
15690,
7,
66,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
36559,
2668,
58,
16,
11,
1058,
60,
6624,
12233,
265,
0,
7,
7718,
2433,
58,
16,
11,
1058,
4357,
773,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
36559,
2668,
58,
17,
11,
1058,
60,
6624,
12233,
265,
0,
7,
7718,
2433,
58,
17,
11,
1058,
4357,
773,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
36559,
2668,
58,
18,
11,
1058,
60,
6624,
12233,
265,
0,
7,
7718,
2433,
58,
18,
11,
1058,
4357,
773,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
40653,
796,
16932,
13,
39014,
521,
7,
79,
11,
764,
93,
27932,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13,
28956,
521,
7,
79,
11,
773,
8,
6624,
40653,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
535,
796,
2769,
30073,
7,
79,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
16932,
13,
28956,
521,
0,
7,
79,
535,
11,
773,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
6624,
40653,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2689,
796,
685,
25,
1930,
11,
1058,
22208,
11,
1058,
21943,
60,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
40653,
796,
16932,
13,
28956,
521,
7,
79,
11,
773,
26,
2689,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
6624,
16932,
13,
39014,
521,
7,
79,
11,
764,
93,
27932,
26,
2689,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13,
33678,
265,
7,
79,
11,
773,
8,
6624,
16932,
13,
28956,
521,
7,
79,
11,
773,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
40653,
796,
2769,
30073,
7,
79,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13,
33678,
265,
0,
7,
14751,
11,
773,
8,
6624,
16932,
13,
28956,
521,
7,
79,
11,
773,
8,
628,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
40653,
796,
2142,
1548,
36307,
7,
79,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2471,
796,
40653,
13,
439,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
62,
400,
8516,
35528,
16932,
13,
28956,
521,
7,
499,
11,
773,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
62,
400,
8516,
35528,
16932,
13,
28956,
521,
0,
7,
499,
11,
773,
8,
198,
220,
220,
220,
220,
220,
220,
220,
886,
628,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
2617,
366,
16742,
477,
287,
1,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
257,
796,
6291,
7,
16,
25,
49388,
11,
39064,
26,
6330,
28,
9562,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
900,
796,
6291,
7,
16,
25,
49388,
11,
1802,
26,
6330,
28,
9562,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
287,
16885,
796,
36177,
7,
64,
11,
900,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
773,
796,
16932,
13,
19796,
439,
62,
259,
7,
64,
11,
900,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
4129,
7,
521,
8,
6624,
4129,
7,
259,
16885,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
1189,
316,
40496,
7,
64,
58,
521,
4357,
287,
16885,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13,
19796,
439,
62,
259,
7,
64,
11,
5345,
7,
2617,
4008,
6624,
773,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
3297,
0,
7,
64,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
3297,
0,
7,
2617,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
773,
796,
16932,
13,
19796,
439,
62,
259,
7,
64,
11,
900,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
4129,
7,
521,
8,
6624,
4129,
7,
259,
16885,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
1189,
316,
40496,
7,
64,
58,
521,
4357,
287,
16885,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13,
19796,
439,
62,
259,
7,
64,
11,
5345,
7,
2617,
4008,
6624,
773,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13,
19796,
439,
62,
259,
62,
82,
9741,
7,
64,
11,
900,
8,
6624,
773,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
435,
1376,
796,
2824,
7,
16,
25,
16,
62,
2167,
62,
830,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
435,
1376,
17,
796,
2824,
7,
2167,
62,
830,
25,
16,
62,
8054,
62,
830,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
900,
11664,
796,
6291,
7,
16,
25,
16,
62,
2167,
62,
830,
11,
1802,
62,
830,
26,
6330,
28,
9562,
8,
930,
29,
3297,
0,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
287,
16885,
796,
36177,
7,
282,
1376,
11,
900,
11664,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
287,
16885,
17,
796,
36177,
7,
282,
1376,
17,
11,
900,
11664,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
773,
796,
16932,
13,
19796,
439,
62,
259,
7,
282,
1376,
11,
900,
11664,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
4129,
7,
521,
8,
6624,
4129,
7,
259,
16885,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
1189,
316,
40496,
7,
282,
1376,
58,
521,
4357,
287,
16885,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13,
19796,
439,
62,
259,
7,
282,
1376,
11,
5345,
7,
2617,
11664,
4008,
6624,
773,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
773,
796,
16932,
13,
19796,
439,
62,
259,
7,
282,
1376,
17,
11,
900,
11664,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
4129,
7,
521,
8,
6624,
4129,
7,
259,
16885,
17,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
1189,
316,
40496,
7,
282,
1376,
17,
58,
521,
4357,
287,
16885,
17,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13,
19796,
439,
62,
259,
7,
282,
1376,
17,
11,
5345,
7,
2617,
11664,
4008,
6624,
773,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1303,
1332,
6565,
26515,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13,
19796,
439,
62,
259,
62,
82,
9741,
26933,
4357,
685,
12962,
930,
29,
318,
28920,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13,
19796,
439,
62,
259,
62,
82,
9741,
7,
64,
11,
685,
12962,
930,
29,
318,
28920,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13,
19796,
439,
62,
259,
62,
82,
9741,
26933,
4357,
900,
8,
930,
29,
318,
28920,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13,
19796,
439,
62,
259,
26933,
4357,
5345,
7,
21737,
4008,
930,
29,
318,
28920,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13,
19796,
439,
62,
259,
7,
64,
11,
5345,
7,
21737,
4008,
930,
29,
318,
28920,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13,
19796,
439,
62,
259,
26933,
4357,
5345,
7,
2617,
4008,
930,
29,
318,
28920,
198,
220,
220,
220,
220,
220,
220,
220,
886,
628,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
2617,
366,
26453,
913,
4560,
1,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
257,
796,
43720,
7,
3064,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
35851,
796,
257,
1635,
334,
1,
76,
1,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
6580,
796,
10385,
7,
38469,
90,
43879,
2624,
5512,
257,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
6580,
84,
796,
6580,
1635,
334,
1,
76,
1,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
275,
796,
43720,
3419,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13,
11167,
62,
18302,
3760,
62,
4906,
7,
64,
11,
275,
8,
6624,
257,
764,
9,
275,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13,
11167,
62,
18302,
3760,
62,
4906,
7,
559,
11,
275,
8,
6624,
35851,
764,
9,
275,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13,
11167,
62,
18302,
3760,
62,
4906,
7,
1878,
11,
275,
8,
6624,
6580,
764,
9,
10385,
7,
43879,
2624,
11,
275,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13,
11167,
62,
18302,
3760,
62,
4906,
7,
1878,
84,
11,
275,
8,
6624,
6580,
84,
764,
9,
10385,
7,
43879,
2624,
11,
275,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
936,
796,
4866,
7,
64,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
16932,
13,
11167,
62,
18302,
3760,
62,
4906,
0,
7,
330,
11,
275,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
936,
6624,
257,
764,
9,
275,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
257,
1229,
796,
4866,
7,
559,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
16932,
13,
11167,
62,
18302,
3760,
62,
4906,
0,
7,
14272,
11,
275,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
257,
1229,
6624,
35851,
764,
9,
275,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
6580,
66,
796,
4866,
7,
1878,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
16932,
13,
11167,
62,
18302,
3760,
62,
4906,
0,
7,
1878,
66,
11,
275,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
6580,
66,
6624,
6580,
764,
9,
10385,
7,
43879,
2624,
11,
275,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
6580,
1229,
796,
4866,
7,
1878,
84,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
16932,
13,
11167,
62,
18302,
3760,
62,
4906,
0,
7,
1878,
1229,
11,
275,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
6580,
1229,
6624,
6580,
84,
764,
9,
10385,
7,
43879,
2624,
11,
275,
8,
198,
220,
220,
220,
220,
220,
220,
220,
886,
628,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
2617,
366,
43,
12582,
334,
36311,
1,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13,
436,
5528,
62,
75,
12582,
7,
18,
8,
6624,
513,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
257,
796,
43720,
7,
19,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
275,
796,
43720,
7,
18,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
35851,
796,
257,
1635,
334,
1,
76,
1,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
809,
796,
275,
1635,
334,
1,
76,
1,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13,
436,
5528,
62,
75,
12582,
7,
64,
8,
24844,
257,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13,
436,
5528,
62,
75,
12582,
7,
559,
8,
6624,
257,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13,
436,
5528,
62,
75,
12582,
7,
18683,
27923,
7,
559,
4008,
6624,
6031,
27923,
7,
64,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13,
436,
5528,
62,
75,
12582,
7,
33,
19830,
27923,
7,
559,
11,
809,
11,
1058,
52,
4008,
6624,
347,
19830,
27923,
7,
64,
11,
275,
11,
1058,
52,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13,
436,
5528,
62,
75,
12582,
7,
2898,
19830,
27923,
7,
11110,
11,
35851,
11,
809,
4008,
6624,
833,
19830,
27923,
7,
65,
11,
257,
11,
275,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13,
436,
5528,
62,
75,
12582,
7,
43094,
2898,
19830,
27923,
7,
559,
11,
809,
4008,
6624,
15845,
2898,
19830,
27923,
7,
64,
11,
275,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
35851,
1177,
796,
2488,
1177,
35851,
58,
16,
25,
18,
60,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13,
436,
5528,
62,
75,
12582,
7,
559,
1177,
8,
6624,
257,
58,
16,
25,
18,
60,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
269,
796,
410,
9246,
7,
64,
11,
275,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
18912,
796,
27967,
19182,
7,
85,
9246,
11,
35851,
11,
809,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13,
436,
5528,
62,
75,
12582,
7,
27399,
8,
6624,
269,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
269,
796,
6070,
7,
17,
13,
20,
11,
604,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
18912,
796,
27845,
7,
17,
13,
20,
84,
1,
76,
1600,
604,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13,
436,
5528,
62,
75,
12582,
7,
27399,
8,
6624,
269,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
257,
3046,
796,
43720,
7,
43879,
2624,
11,
604,
8,
1635,
334,
1,
76,
1,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
35851,
62,
36311,
796,
16932,
13,
436,
5528,
62,
75,
12582,
7,
84,
1,
13276,
1600,
35851,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
257,
3046,
62,
36311,
796,
16932,
13,
436,
5528,
62,
75,
12582,
7,
84,
1,
13276,
1600,
257,
3046,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
35851,
62,
36311,
15139,
230,
334,
36311,
7,
559,
24457,
8576,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
1288,
4906,
7,
559,
62,
36311,
8,
24844,
48436,
2414,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
257,
3046,
62,
36311,
15139,
230,
334,
36311,
7,
559,
69,
24457,
8576,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
1288,
4906,
7,
559,
69,
62,
36311,
8,
24844,
48436,
2624,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
257,
1229,
796,
4866,
7,
559,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
257,
3046,
66,
796,
4866,
7,
559,
69,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
257,
1229,
62,
36311,
796,
16932,
13,
436,
5528,
62,
75,
12582,
0,
7,
84,
1,
13276,
1600,
257,
1229,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
257,
3046,
66,
62,
36311,
796,
16932,
13,
436,
5528,
62,
75,
12582,
0,
7,
84,
1,
13276,
1600,
257,
3046,
66,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
257,
1229,
62,
36311,
6624,
35851,
62,
36311,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
257,
3046,
66,
62,
36311,
6624,
257,
3046,
62,
36311,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13,
436,
5528,
62,
75,
12582,
7,
14272,
8,
6624,
35851,
62,
36311,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13,
436,
5528,
62,
75,
12582,
7,
559,
16072,
8,
6624,
257,
3046,
62,
36311,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
257,
1229,
796,
4866,
7,
559,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
257,
3046,
66,
796,
4866,
7,
559,
69,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
257,
1229,
62,
42946,
796,
16932,
13,
84,
1102,
1851,
62,
75,
12582,
0,
7,
84,
1,
13276,
1600,
257,
1229,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
257,
3046,
66,
62,
42946,
796,
16932,
13,
84,
1102,
1851,
62,
75,
12582,
0,
7,
84,
1,
13276,
1600,
257,
3046,
66,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
257,
1229,
62,
42946,
15139,
230,
334,
1102,
1851,
12195,
84,
1,
13276,
1600,
35851,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
257,
3046,
66,
62,
42946,
15139,
230,
334,
1102,
1851,
12195,
84,
1,
13276,
1600,
257,
3046,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13,
436,
5528,
62,
75,
12582,
7,
14272,
8,
6624,
16932,
13,
436,
5528,
62,
75,
12582,
7,
14272,
62,
42946,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13,
436,
5528,
62,
75,
12582,
7,
559,
16072,
8,
6624,
16932,
13,
436,
5528,
62,
75,
12582,
7,
559,
16072,
62,
42946,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
257,
1229,
796,
4866,
7,
559,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
257,
3046,
66,
796,
4866,
7,
559,
69,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
257,
1229,
62,
42946,
796,
16932,
13,
84,
1102,
1851,
62,
75,
12582,
0,
7,
84,
1,
76,
1600,
257,
1229,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
257,
3046,
66,
62,
42946,
796,
16932,
13,
84,
1102,
1851,
62,
75,
12582,
0,
7,
84,
1,
76,
1600,
257,
3046,
66,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
257,
1229,
62,
42946,
15139,
230,
334,
1102,
1851,
12195,
84,
1,
76,
1600,
35851,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
257,
3046,
66,
62,
42946,
15139,
230,
334,
1102,
1851,
12195,
84,
1,
76,
1600,
257,
3046,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13,
436,
5528,
62,
75,
12582,
7,
14272,
8,
6624,
16932,
13,
436,
5528,
62,
75,
12582,
7,
14272,
62,
42946,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13,
436,
5528,
62,
75,
12582,
7,
559,
16072,
8,
6624,
16932,
13,
436,
5528,
62,
75,
12582,
7,
559,
16072,
62,
42946,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
35851,
796,
43720,
7,
19,
8,
1635,
334,
1,
7200,
34,
1,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
257,
3046,
796,
43720,
7,
43879,
2624,
11,
604,
8,
1635,
334,
1,
7200,
34,
1,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
257,
1229,
796,
4866,
7,
559,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
257,
3046,
66,
796,
4866,
7,
559,
69,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
257,
1229,
62,
42946,
796,
16932,
13,
84,
1102,
1851,
62,
75,
12582,
0,
7,
84,
1,
42,
1600,
257,
1229,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
257,
3046,
66,
62,
42946,
796,
16932,
13,
84,
1102,
1851,
62,
75,
12582,
0,
7,
84,
1,
42,
1600,
257,
3046,
66,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
257,
1229,
62,
42946,
15139,
230,
334,
1102,
1851,
12195,
84,
1,
42,
1600,
35851,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
257,
3046,
66,
62,
42946,
15139,
230,
334,
1102,
1851,
12195,
84,
1,
42,
1600,
257,
3046,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13,
436,
5528,
62,
75,
12582,
7,
14272,
8,
6624,
16932,
13,
436,
5528,
62,
75,
12582,
7,
14272,
62,
42946,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13,
436,
5528,
62,
75,
12582,
7,
559,
16072,
8,
6624,
16932,
13,
436,
5528,
62,
75,
12582,
7,
559,
16072,
62,
42946,
8,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
886,
628,
198,
220,
220,
220,
2488,
9288,
2617,
366,
41762,
602,
1,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
2617,
366,
49,
14221,
1,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
5724,
6759,
796,
43720,
7,
24864,
46912,
90,
18,
30072,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
257,
796,
43720,
7,
18,
11,
1802,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
35851,
796,
257,
1635,
334,
1,
76,
1,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
257,
10599,
796,
5724,
6759,
1635,
257,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
257,
1434,
83,
796,
5724,
6759,
1635,
35851,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13,
6759,
8609,
62,
10599,
378,
7,
64,
11,
5724,
6759,
8,
6624,
257,
10599,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13,
6759,
8609,
62,
10599,
378,
7,
559,
11,
5724,
6759,
8,
6624,
257,
1434,
83,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
936,
796,
4866,
7,
64,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
16932,
13,
6759,
8609,
62,
10599,
378,
0,
7,
330,
11,
5724,
6759,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
936,
6624,
257,
10599,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
257,
1229,
796,
4866,
7,
559,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
16932,
13,
6759,
8609,
62,
10599,
378,
0,
7,
14272,
11,
5724,
6759,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
257,
1229,
6624,
257,
1434,
83,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
936,
796,
2092,
7,
64,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
16932,
13,
6759,
8609,
62,
10599,
378,
0,
7,
330,
11,
257,
11,
5724,
6759,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
936,
6624,
257,
10599,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
257,
1229,
796,
2092,
7,
559,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
16932,
13,
6759,
8609,
62,
10599,
378,
0,
7,
14272,
11,
35851,
11,
5724,
6759,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
257,
1229,
6624,
257,
1434,
83,
628,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
2617,
366,
7841,
1548,
371,
14221,
1,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
796,
2142,
2983,
7,
25,
36020,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
13,
1930,
796,
4866,
7,
559,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
13,
626,
796,
4866,
7,
64,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
40653,
796,
23064,
7,
79,
11,
5724,
6759,
11,
1058,
1930,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
13,
1930,
6624,
35851,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
1930,
6624,
257,
1434,
83,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
13,
626,
24844,
40653,
13,
626,
6624,
257,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
40653,
796,
23064,
7,
79,
11,
5724,
6759,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
13,
1930,
6624,
35851,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
1930,
6624,
257,
1434,
83,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
13,
626,
6624,
257,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
626,
6624,
257,
10599,
628,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
40653,
796,
2769,
30073,
7,
79,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
23064,
0,
7,
14751,
11,
5724,
6759,
11,
1058,
626,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
1930,
6624,
35851,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
626,
6624,
257,
10599,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
40653,
796,
2769,
30073,
7,
79,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
23064,
0,
7,
14751,
11,
5724,
6759,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
1930,
6624,
257,
1434,
83,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
626,
6624,
257,
10599,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
886,
628,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
2617,
366,
7841,
1548,
12251,
371,
14221,
1,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
288,
76,
796,
2142,
2983,
7,
25,
36020,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
288,
76,
13,
1930,
796,
4866,
7,
559,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
288,
76,
13,
626,
796,
4866,
7,
64,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
3623,
796,
2142,
2983,
7,
25,
22649,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
3623,
13,
1930,
796,
4866,
7,
559,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
3623,
13,
626,
796,
4866,
7,
64,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
40653,
796,
2142,
1548,
36307,
7,
36020,
11,
3623,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
535,
796,
23064,
7,
14751,
11,
5724,
6759,
11,
1058,
1930,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
36020,
13,
1930,
6624,
40653,
13,
22649,
13,
1930,
6624,
35851,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
13,
36020,
13,
1930,
6624,
279,
535,
13,
22649,
13,
1930,
6624,
257,
1434,
83,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
36020,
13,
626,
24844,
279,
535,
13,
36020,
13,
626,
6624,
257,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
535,
796,
23064,
7,
14751,
11,
5724,
6759,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
36020,
13,
1930,
6624,
40653,
13,
22649,
13,
1930,
6624,
35851,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
13,
36020,
13,
1930,
6624,
279,
535,
13,
22649,
13,
1930,
6624,
257,
1434,
83,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
36020,
13,
626,
6624,
40653,
13,
22649,
13,
626,
6624,
257,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
13,
36020,
13,
626,
6624,
279,
535,
13,
22649,
13,
626,
6624,
257,
10599,
628,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
535,
796,
2769,
30073,
7,
14751,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
23064,
0,
7,
79,
535,
11,
5724,
6759,
11,
1058,
626,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
13,
36020,
13,
1930,
6624,
279,
535,
13,
22649,
13,
1930,
6624,
35851,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
13,
36020,
13,
626,
6624,
279,
535,
13,
22649,
13,
626,
6624,
257,
10599,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
535,
796,
2769,
30073,
7,
14751,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
23064,
0,
7,
79,
535,
11,
5724,
6759,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
13,
36020,
13,
1930,
6624,
279,
535,
13,
22649,
13,
1930,
6624,
257,
1434,
83,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
13,
36020,
13,
626,
6624,
279,
535,
13,
22649,
13,
626,
6624,
257,
10599,
628,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
535,
66,
796,
2769,
30073,
7,
14751,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2471,
796,
279,
535,
66,
13,
439,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
62,
400,
8516,
13047,
16922,
23064,
7,
499,
11,
5724,
6759,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
23064,
0,
7,
499,
11,
5724,
6759,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
66,
6624,
279,
535,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
886,
628,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
2617,
366,
8291,
49905,
1,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
12379,
796,
43720,
7,
18,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
288,
559,
796,
43720,
7,
18,
8,
1635,
334,
1,
76,
1,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
257,
796,
43720,
7,
18,
11,
1802,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
35851,
796,
257,
1635,
334,
1,
76,
1,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
379,
26084,
796,
257,
764,
10,
12379,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1960,
26084,
796,
35851,
764,
10,
288,
559,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
2617,
366,
7841,
1548,
3602,
49905,
1,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
796,
2142,
2983,
7,
25,
36020,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
13,
1930,
796,
4866,
7,
559,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
13,
626,
796,
4866,
7,
64,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
40653,
796,
15772,
7,
79,
11,
288,
559,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
13,
1930,
6624,
35851,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
1930,
6624,
1960,
26084,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
13,
626,
24844,
40653,
13,
626,
6624,
257,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
40653,
796,
15772,
7,
79,
11,
12379,
11,
1058,
626,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
13,
1930,
24844,
40653,
13,
1930,
6624,
35851,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
13,
626,
6624,
257,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
626,
6624,
379,
26084,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
40653,
796,
2769,
30073,
7,
79,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
15772,
0,
7,
14751,
11,
288,
559,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
1930,
6624,
1960,
26084,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
626,
6624,
257,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
40653,
796,
2769,
30073,
7,
79,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
15772,
0,
7,
14751,
11,
12379,
11,
1058,
626,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
1930,
6624,
35851,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
626,
6624,
379,
26084,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1303,
27458,
25231,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2278,
11,
2278,
62,
13959,
796,
838,
11,
642,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
16932,
13557,
7645,
17660,
62,
41007,
291,
7,
16,
11,
362,
11,
2278,
8,
6624,
352,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
16932,
13557,
7645,
17660,
62,
41007,
291,
7,
23,
11,
362,
11,
2278,
11,
2278,
62,
13959,
8,
6624,
532,
17,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
16932,
13557,
7645,
17660,
62,
41007,
291,
7,
17,
11,
807,
11,
2278,
11,
2278,
62,
13959,
8,
6624,
1105,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
267,
796,
530,
20850,
7,
417,
4906,
7,
67,
559,
4008,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
40653,
796,
15772,
62,
41007,
291,
7,
79,
11,
288,
559,
11,
267,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
67,
559,
764,
12,
657,
13,
20,
78,
764,
35705,
97,
5288,
7,
14751,
13,
1930,
26,
5391,
82,
28,
17,
4008,
11405,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
477,
7,
47033,
7,
14751,
13,
1930,
26,
5391,
82,
28,
17,
8,
764,
35705,
97,
288,
559,
764,
10,
657,
13,
20,
78,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
40653,
796,
2769,
30073,
7,
79,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
15772,
62,
41007,
291,
0,
7,
14751,
11,
288,
559,
11,
267,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
67,
559,
764,
12,
657,
13,
20,
78,
764,
35705,
97,
5288,
7,
14751,
13,
1930,
26,
5391,
82,
28,
17,
4008,
11405,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
477,
7,
47033,
7,
14751,
13,
1930,
26,
5391,
82,
28,
17,
8,
764,
35705,
97,
288,
559,
764,
10,
657,
13,
20,
78,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
535,
796,
15772,
62,
41007,
291,
62,
1462,
62,
16159,
7,
79,
11,
288,
559,
11,
267,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
6624,
15772,
7,
14751,
11,
532,
67,
559,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
535,
796,
2769,
30073,
7,
79,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
15772,
62,
41007,
291,
62,
1462,
62,
16159,
0,
7,
79,
535,
11,
288,
559,
11,
267,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
6624,
15772,
7,
14751,
11,
532,
67,
559,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
886,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
2617,
366,
7841,
1548,
12251,
3602,
49905,
1,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
288,
76,
796,
2142,
2983,
7,
25,
36020,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
288,
76,
13,
1930,
796,
4866,
7,
559,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
288,
76,
13,
626,
796,
4866,
7,
64,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
3623,
796,
2142,
2983,
7,
25,
22649,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
3623,
13,
1930,
796,
4866,
7,
559,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
3623,
13,
626,
796,
4866,
7,
64,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
40653,
796,
2142,
1548,
36307,
7,
36020,
11,
3623,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
535,
796,
15772,
7,
14751,
11,
288,
559,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
36020,
13,
1930,
6624,
40653,
13,
22649,
13,
1930,
6624,
35851,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
13,
36020,
13,
1930,
6624,
279,
535,
13,
22649,
13,
1930,
6624,
1960,
26084,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
36020,
13,
626,
24844,
279,
535,
13,
36020,
13,
626,
6624,
257,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
535,
796,
15772,
7,
14751,
11,
12379,
11,
1058,
626,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
36020,
13,
1930,
24844,
279,
535,
13,
36020,
13,
1930,
6624,
35851,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
36020,
13,
626,
6624,
40653,
13,
22649,
13,
626,
6624,
257,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
13,
36020,
13,
626,
6624,
279,
535,
13,
22649,
13,
626,
6624,
379,
26084,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
535,
796,
2769,
30073,
7,
14751,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
15772,
0,
7,
79,
535,
11,
288,
559,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
13,
36020,
13,
1930,
6624,
279,
535,
13,
22649,
13,
1930,
6624,
1960,
26084,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
13,
36020,
13,
626,
6624,
279,
535,
13,
22649,
13,
626,
6624,
257,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
535,
796,
2769,
30073,
7,
14751,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
15772,
0,
7,
79,
535,
11,
12379,
11,
1058,
626,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
13,
36020,
13,
1930,
6624,
279,
535,
13,
22649,
13,
1930,
6624,
35851,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
13,
36020,
13,
626,
6624,
279,
535,
13,
36020,
13,
626,
6624,
379,
26084,
628,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
535,
66,
796,
2769,
30073,
7,
14751,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2471,
796,
279,
535,
66,
13,
439,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
62,
400,
8516,
13047,
16922,
15772,
7,
499,
11,
12379,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
15772,
0,
7,
499,
11,
288,
559,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
66,
6624,
15772,
7,
14751,
11,
288,
559,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
535,
66,
796,
2769,
30073,
7,
14751,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2471,
796,
279,
535,
66,
13,
439,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
15772,
0,
7,
499,
11,
12379,
11,
1058,
626,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
66,
6624,
279,
535,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
267,
796,
530,
20850,
7,
417,
4906,
7,
67,
559,
4008,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
535,
796,
15772,
62,
41007,
291,
7,
14751,
11,
288,
559,
11,
267,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
13,
36020,
6624,
15772,
62,
41007,
291,
7,
14751,
13,
36020,
11,
288,
559,
11,
267,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
13,
22649,
6624,
15772,
62,
41007,
291,
7,
14751,
13,
22649,
11,
288,
559,
11,
267,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
535,
66,
796,
2769,
30073,
7,
14751,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
15772,
62,
41007,
291,
0,
7,
79,
535,
66,
11,
288,
559,
11,
267,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
66,
6624,
279,
535,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
535,
796,
15772,
62,
41007,
291,
62,
1462,
62,
16159,
7,
14751,
11,
288,
559,
11,
267,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
13,
36020,
6624,
15772,
62,
41007,
291,
62,
1462,
62,
16159,
7,
14751,
13,
36020,
11,
288,
559,
11,
267,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
13,
22649,
6624,
15772,
62,
41007,
291,
62,
1462,
62,
16159,
7,
14751,
13,
22649,
11,
288,
559,
11,
267,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
535,
66,
796,
2769,
30073,
7,
14751,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
15772,
62,
41007,
291,
62,
1462,
62,
16159,
0,
7,
79,
535,
66,
11,
288,
559,
11,
267,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
66,
6624,
279,
535,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
886,
628,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
2617,
366,
5377,
5165,
1,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1976,
796,
352,
13,
20,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
257,
796,
43720,
7,
43879,
2624,
11,
513,
11,
1802,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
35851,
796,
257,
1635,
334,
1,
76,
1,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
299,
796,
43720,
7,
43879,
2624,
11,
1802,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
14364,
796,
299,
1635,
334,
1,
76,
61,
12,
18,
1,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
285,
796,
4866,
7,
77,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
386,
24900,
79,
796,
47527,
25,
1930,
11,
352,
828,
357,
25,
626,
11,
352,
828,
357,
25,
77,
11,
532,
18,
15437,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
257,
785,
796,
257,
764,
9,
357,
16,
1343,
1976,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
35851,
785,
796,
35851,
764,
9,
357,
16,
1343,
1976,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
299,
785,
796,
299,
764,
9,
357,
16,
1343,
1976,
8,
61,
12,
18,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
14364,
785,
796,
14364,
764,
9,
357,
16,
1343,
1976,
8,
61,
12,
18,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
257,
34411,
796,
257,
24457,
357,
16,
1343,
1976,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
257,
25689,
893,
796,
35851,
24457,
357,
16,
1343,
1976,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
299,
34411,
796,
299,
24457,
357,
16,
1343,
1976,
8,
61,
12,
18,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
14364,
34411,
796,
14364,
24457,
357,
16,
1343,
1976,
8,
61,
12,
18,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
2617,
366,
7841,
1548,
955,
5165,
1,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
796,
2142,
2983,
7,
25,
36020,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
13,
1930,
796,
257,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
13,
77,
796,
299,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
13,
22208,
796,
285,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
257,
764,
9,
16932,
13,
31412,
62,
1462,
62,
785,
5165,
7,
89,
11,
352,
8,
15139,
230,
257,
785,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
299,
764,
9,
16932,
13,
31412,
62,
1462,
62,
785,
5165,
7,
89,
11,
532,
18,
8,
15139,
230,
299,
785,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
257,
764,
9,
16932,
13,
31412,
62,
1462,
62,
42854,
7,
89,
11,
352,
8,
15139,
230,
257,
34411,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
299,
764,
9,
16932,
13,
31412,
62,
1462,
62,
42854,
7,
89,
11,
532,
18,
8,
15139,
230,
299,
34411,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
40653,
796,
284,
62,
785,
5165,
7,
79,
11,
1976,
26,
386,
24900,
79,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
1930,
15139,
230,
257,
785,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
77,
15139,
230,
299,
785,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
22208,
15139,
230,
285,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
535,
796,
2769,
30073,
7,
79,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
284,
62,
785,
5165,
0,
7,
79,
535,
11,
1976,
26,
386,
24900,
79,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
6624,
40653,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
40653,
796,
284,
62,
42854,
7,
79,
11,
1976,
26,
386,
24900,
79,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
1930,
15139,
230,
257,
34411,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
77,
15139,
230,
299,
34411,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
22208,
15139,
230,
285,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
535,
796,
2769,
30073,
7,
79,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
284,
62,
42854,
0,
7,
79,
535,
11,
1976,
26,
386,
24900,
79,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
6624,
40653,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
796,
2142,
2983,
7,
25,
36020,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
13,
1930,
796,
35851,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
13,
77,
796,
14364,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
13,
22208,
796,
285,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
40653,
796,
284,
62,
785,
5165,
7,
79,
11,
1976,
26,
386,
24900,
79,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
1930,
15139,
230,
35851,
785,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
77,
15139,
230,
14364,
785,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
22208,
15139,
230,
285,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
535,
796,
2769,
30073,
7,
79,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
284,
62,
785,
5165,
0,
7,
79,
535,
11,
1976,
26,
386,
24900,
79,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
6624,
40653,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
40653,
796,
284,
62,
42854,
7,
79,
11,
1976,
26,
386,
24900,
79,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
1930,
15139,
230,
257,
25689,
893,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
77,
15139,
230,
14364,
34411,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
22208,
15139,
230,
285,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
535,
796,
2769,
30073,
7,
79,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
284,
62,
42854,
0,
7,
79,
535,
11,
1976,
26,
386,
24900,
79,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
6624,
40653,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
886,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
2617,
366,
7841,
1548,
12251,
955,
5165,
1,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
288,
76,
796,
2142,
2983,
7,
25,
36020,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
288,
76,
13,
1930,
796,
4866,
7,
559,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
288,
76,
13,
77,
796,
4866,
7,
77,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
288,
76,
13,
22208,
796,
4866,
7,
76,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
3623,
796,
2142,
2983,
7,
25,
22649,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
3623,
13,
1930,
796,
4866,
7,
64,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
3623,
13,
77,
796,
4866,
7,
28803,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
3623,
13,
22208,
796,
4866,
7,
76,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
40653,
796,
2297,
30846,
7841,
1548,
36307,
7,
89,
11,
288,
76,
11,
3623,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
535,
796,
284,
62,
785,
5165,
7,
14751,
26,
386,
24900,
79,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
13,
36020,
6624,
284,
62,
785,
5165,
7,
36020,
11,
1976,
26,
386,
24900,
79,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
13,
22649,
6624,
284,
62,
785,
5165,
7,
22649,
11,
1976,
26,
386,
24900,
79,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
535,
66,
796,
2769,
30073,
7,
14751,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
284,
62,
785,
5165,
0,
7,
79,
535,
66,
26,
386,
24900,
79,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
66,
6624,
279,
535,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
535,
796,
284,
62,
42854,
7,
14751,
26,
386,
24900,
79,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
13,
36020,
6624,
284,
62,
42854,
7,
36020,
11,
1976,
26,
386,
24900,
79,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
13,
22649,
6624,
284,
62,
42854,
7,
22649,
11,
1976,
26,
386,
24900,
79,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
535,
66,
796,
2769,
30073,
7,
14751,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
284,
62,
42854,
0,
7,
79,
535,
66,
26,
386,
24900,
79,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
66,
6624,
279,
535,
628,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
535,
66,
796,
2769,
30073,
7,
14751,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2471,
796,
279,
535,
66,
13,
439,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
62,
400,
8516,
13047,
16922,
284,
62,
785,
5165,
7,
499,
11,
1976,
26,
386,
24900,
79,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
62,
400,
8516,
13047,
16922,
284,
62,
42854,
7,
499,
11,
1976,
26,
386,
24900,
79,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
284,
62,
785,
5165,
0,
7,
499,
11,
1976,
26,
386,
24900,
79,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
66,
6624,
284,
62,
785,
5165,
7,
14751,
26,
386,
24900,
79,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
535,
66,
796,
2769,
30073,
7,
14751,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2471,
796,
279,
535,
66,
13,
439,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
284,
62,
42854,
0,
7,
499,
11,
1976,
26,
386,
24900,
79,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
66,
6624,
284,
62,
42854,
7,
14751,
26,
386,
24900,
79,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
886,
628,
198,
220,
220,
220,
2488,
9288,
2617,
366,
44,
2304,
16205,
1,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
220,
2340,
796,
6291,
7,
16,
25,
12825,
11,
1802,
26,
6330,
28,
9562,
8,
198,
220,
220,
220,
220,
220,
220,
220,
257,
796,
43720,
7,
18,
11,
1802,
8,
198,
220,
220,
220,
220,
220,
220,
220,
809,
796,
43720,
7,
3064,
8,
1635,
334,
1,
10025,
1,
628,
220,
220,
220,
220,
220,
220,
220,
279,
796,
2142,
2983,
7,
25,
36020,
8,
198,
220,
220,
220,
220,
220,
220,
220,
279,
13,
312,
796,
220,
2340,
198,
220,
220,
220,
220,
220,
220,
220,
279,
13,
1930,
796,
4866,
7,
64,
8,
198,
220,
220,
220,
220,
220,
220,
220,
279,
13,
22208,
796,
4866,
7,
11110,
8,
628,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
2617,
366,
7841,
1548,
311,
24707,
1,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
40653,
796,
3297,
7,
79,
11,
1058,
312,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
1189,
9741,
7,
14751,
13,
312,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
13,
312,
6624,
220,
2340,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
773,
796,
2989,
82,
9741,
11085,
7,
14751,
13,
312,
11,
279,
13,
312,
58,
16,
12962,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
1930,
58,
45299,
773,
60,
6624,
279,
13,
1930,
58,
45299,
352,
60,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
22208,
58,
521,
60,
6624,
279,
13,
22208,
58,
16,
60,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
40653,
796,
3297,
7,
79,
11,
1058,
22208,
26,
2689,
41888,
25,
22208,
11,
1058,
1930,
4357,
435,
70,
28,
15546,
844,
42758,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
1189,
9741,
7,
14751,
13,
22208,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
468,
2539,
7,
14751,
11,
1058,
1930,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
5145,
10134,
2539,
7,
14751,
11,
1058,
312,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
40653,
796,
3297,
7,
79,
11,
1058,
22208,
26,
2689,
41888,
25,
1930,
4357,
435,
70,
28,
15546,
844,
42758,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
5145,
10134,
2539,
7,
14751,
11,
1058,
22208,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
40653,
796,
2769,
30073,
7,
79,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
3297,
0,
7,
14751,
11,
1058,
312,
26,
435,
70,
28,
15546,
844,
42758,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
1189,
9741,
7,
14751,
13,
312,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
773,
796,
2989,
82,
9741,
11085,
7,
14751,
13,
312,
11,
279,
13,
312,
58,
16,
12962,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
1930,
58,
45299,
773,
60,
6624,
279,
13,
1930,
58,
45299,
352,
60,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
22208,
58,
521,
60,
6624,
279,
13,
22208,
58,
16,
60,
198,
220,
220,
220,
220,
220,
220,
220,
886,
628,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
2617,
366,
7841,
1548,
12251,
311,
24707,
1,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
288,
76,
796,
279,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
3623,
796,
2142,
2983,
7,
25,
22649,
11,
2769,
30073,
7,
79,
13,
1676,
862,
4008,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
40653,
796,
2142,
1548,
36307,
7,
36020,
11,
3623,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
535,
796,
3297,
7,
14751,
11,
1058,
312,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
14512,
279,
535,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
13,
36020,
6624,
3297,
7,
36020,
11,
1058,
312,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
13,
22649,
6624,
3297,
7,
22649,
11,
1058,
312,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2689,
796,
685,
25,
22208,
11,
1058,
1930,
60,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
535,
796,
3297,
7,
14751,
11,
1058,
22208,
26,
2689,
11,
435,
70,
28,
15546,
844,
42758,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
13,
36020,
6624,
3297,
7,
36020,
11,
1058,
22208,
26,
2689,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
13,
22649,
6624,
3297,
7,
22649,
11,
1058,
22208,
26,
2689,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2689,
796,
47527,
25,
36020,
11,
685,
25,
22208,
11,
1058,
1930,
46570,
357,
25,
22649,
11,
685,
25,
22208,
12962,
60,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
535,
796,
3297,
7,
14751,
11,
1058,
22208,
26,
2689,
11,
435,
70,
28,
21063,
42758,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
13,
36020,
6624,
3297,
7,
36020,
11,
1058,
22208,
26,
2689,
41888,
25,
22208,
11,
1058,
1930,
12962,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
13,
22649,
6624,
3297,
7,
22649,
11,
1058,
22208,
26,
2689,
41888,
25,
22208,
12962,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
535,
796,
2769,
30073,
7,
14751,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
3297,
0,
7,
79,
535,
11,
1058,
312,
26,
435,
70,
28,
15546,
844,
42758,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
6624,
3297,
7,
14751,
11,
1058,
312,
8,
628,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2471,
796,
40653,
13,
439,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
62,
400,
8516,
13047,
16922,
3297,
7,
499,
11,
1058,
312,
26,
2689,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
62,
400,
8516,
13047,
16922,
3297,
0,
7,
499,
11,
1058,
312,
26,
435,
70,
28,
15546,
844,
42758,
8,
198,
220,
220,
220,
220,
220,
220,
220,
886,
628,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
2617,
366,
7841,
1548,
7066,
20212,
1,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2347,
1084,
796,
657,
13,
20,
84,
1,
10025,
1,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
40653,
796,
8106,
7,
79,
4613,
279,
13,
22208,
764,
29,
2347,
1084,
11,
279,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
14751,
13,
22208,
764,
29,
2347,
1084,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
13,
22208,
6624,
809,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
773,
796,
1064,
11085,
7,
33994,
22208,
1084,
828,
279,
13,
22208,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
1930,
58,
45299,
352,
60,
6624,
279,
13,
1930,
58,
45299,
773,
60,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
312,
58,
16,
60,
6624,
279,
13,
312,
58,
521,
60,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
8106,
7,
79,
4613,
1064,
439,
7,
79,
13,
22208,
764,
29,
2347,
1084,
828,
279,
8,
6624,
40653,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
40653,
796,
8106,
7,
79,
4613,
279,
13,
22208,
764,
29,
2347,
1084,
11,
279,
26,
2689,
41888,
25,
312,
11,
1058,
22208,
12962,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
14751,
13,
22208,
764,
29,
2347,
1084,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
468,
2539,
7,
14751,
11,
1058,
312,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
5145,
10134,
2539,
7,
14751,
11,
1058,
1930,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
40653,
796,
2769,
30073,
7,
79,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
8106,
0,
7,
79,
4613,
279,
13,
22208,
764,
29,
2347,
1084,
11,
40653,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
14751,
13,
22208,
764,
29,
2347,
1084,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
13,
22208,
6624,
809,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
773,
796,
1064,
11085,
7,
33994,
22208,
1084,
828,
279,
13,
22208,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
1930,
58,
45299,
352,
60,
6624,
279,
13,
1930,
58,
45299,
773,
60,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
312,
58,
16,
60,
6624,
279,
13,
312,
58,
521,
60,
628,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2340,
62,
86,
4126,
796,
6291,
7,
16,
25,
12825,
11,
1802,
26,
6330,
28,
9562,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
40653,
796,
8106,
7,
79,
26,
220,
2340,
28,
2340,
62,
86,
4126,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
259,
12195,
14751,
13,
312,
11,
357,
2340,
62,
86,
4126,
11,
22305,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
5145,
1092,
7,
259,
12195,
2617,
26069,
7,
2340,
11,
40653,
13,
312,
828,
357,
2340,
62,
86,
4126,
11,
22305,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
773,
796,
1064,
11085,
7,
259,
7,
2340,
62,
86,
4126,
828,
279,
13,
312,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
1930,
58,
45299,
352,
60,
6624,
279,
13,
1930,
58,
45299,
773,
60,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
22208,
58,
16,
60,
6624,
279,
13,
22208,
58,
521,
60,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
8106,
7,
79,
26,
220,
2340,
28,
7248,
7,
2340,
62,
86,
4126,
4008,
6624,
40653,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
40653,
796,
8106,
7,
79,
26,
220,
2340,
28,
2340,
62,
86,
4126,
11,
2689,
41888,
25,
312,
11,
1058,
22208,
12962,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
259,
12195,
14751,
13,
312,
11,
357,
2340,
62,
86,
4126,
11,
22305,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
5145,
1092,
7,
259,
12195,
2617,
26069,
7,
2340,
11,
40653,
13,
312,
828,
357,
2340,
62,
86,
4126,
11,
22305,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
468,
2539,
7,
14751,
11,
1058,
22208,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
5145,
10134,
2539,
7,
14751,
11,
1058,
1930,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
40653,
796,
2769,
30073,
7,
79,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
8106,
0,
7,
14751,
26,
220,
2340,
28,
2340,
62,
86,
4126,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
259,
12195,
14751,
13,
312,
11,
357,
2340,
62,
86,
4126,
11,
22305,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
5145,
1092,
7,
259,
12195,
2617,
26069,
7,
2340,
11,
40653,
13,
312,
828,
357,
2340,
62,
86,
4126,
11,
22305,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
773,
796,
1064,
11085,
7,
259,
7,
2340,
62,
86,
4126,
828,
279,
13,
312,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
1930,
58,
45299,
352,
60,
6624,
279,
13,
1930,
58,
45299,
773,
60,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
22208,
58,
16,
60,
6624,
279,
13,
22208,
58,
521,
60,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
8106,
0,
7,
22089,
30073,
7,
79,
1776,
220,
2340,
28,
7248,
7,
2340,
62,
86,
4126,
4008,
6624,
40653,
198,
220,
220,
220,
220,
220,
220,
220,
886,
628,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
2617,
366,
7841,
1548,
12251,
7066,
20212,
1,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
288,
76,
796,
279,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
3623,
796,
2142,
2983,
7,
25,
22649,
11,
2769,
30073,
7,
79,
13,
1676,
862,
4008,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
40653,
796,
2142,
1548,
36307,
7,
36020,
11,
3623,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2347,
1084,
796,
657,
13,
20,
84,
1,
10025,
1,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
277,
796,
279,
4613,
279,
13,
22208,
764,
29,
2347,
1084,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
535,
796,
8106,
7,
69,
11,
40653,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
13,
36020,
6624,
8106,
7,
69,
11,
288,
76,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
8106,
7,
79,
4613,
1064,
439,
7,
79,
13,
22208,
764,
29,
2347,
1084,
828,
40653,
8,
6624,
279,
535,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2689,
796,
685,
25,
312,
11,
1058,
22208,
60,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
535,
796,
8106,
7,
69,
11,
40653,
26,
2689,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
13,
36020,
6624,
8106,
7,
69,
11,
288,
76,
26,
2689,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2689,
796,
47527,
25,
36020,
11,
685,
25,
312,
11,
1058,
22208,
12962,
60,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
535,
796,
8106,
7,
69,
11,
40653,
26,
2689,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
13,
36020,
6624,
8106,
7,
69,
11,
288,
76,
26,
2689,
41888,
25,
312,
11,
1058,
22208,
12962,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
5145,
10134,
2539,
7,
79,
535,
11,
1058,
22649,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
535,
796,
2769,
30073,
7,
14751,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
8106,
0,
7,
69,
11,
279,
535,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
6624,
8106,
7,
69,
11,
40653,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2340,
62,
86,
4126,
796,
6291,
7,
16,
25,
12825,
11,
1802,
26,
6330,
28,
9562,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
535,
796,
8106,
7,
14751,
26,
220,
2340,
28,
2340,
62,
86,
4126,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
13,
36020,
6624,
8106,
7,
36020,
26,
220,
2340,
28,
2340,
62,
86,
4126,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
8106,
7,
14751,
26,
220,
2340,
28,
7248,
7,
2340,
62,
86,
4126,
4008,
6624,
279,
535,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2689,
796,
685,
25,
312,
11,
1058,
22208,
60,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
535,
796,
8106,
7,
14751,
26,
220,
2340,
28,
2340,
62,
86,
4126,
11,
2689,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
13,
36020,
6624,
8106,
7,
36020,
26,
220,
2340,
28,
2340,
62,
86,
4126,
11,
2689,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2689,
796,
47527,
25,
22649,
11,
685,
25,
312,
12962,
60,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
535,
796,
8106,
7,
14751,
26,
220,
2340,
28,
2340,
62,
86,
4126,
11,
2689,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
5145,
10134,
2539,
7,
79,
535,
11,
1058,
36020,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
13,
22649,
6624,
8106,
7,
22649,
26,
220,
2340,
28,
2340,
62,
86,
4126,
11,
2689,
41888,
25,
312,
12962,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
535,
796,
2769,
30073,
7,
14751,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
8106,
0,
7,
79,
535,
26,
220,
2340,
28,
2340,
62,
86,
4126,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
6624,
8106,
7,
79,
535,
26,
220,
2340,
28,
2340,
62,
86,
4126,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
8106,
0,
7,
22089,
30073,
7,
14751,
1776,
220,
2340,
28,
7248,
7,
2340,
62,
86,
4126,
4008,
6624,
279,
535,
628,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2471,
796,
40653,
13,
439,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
62,
400,
8516,
13047,
16922,
8106,
7,
69,
11,
2471,
26,
2689,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
62,
400,
8516,
13047,
16922,
8106,
0,
7,
69,
11,
2471,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
62,
400,
8516,
13047,
16922,
8106,
7,
499,
26,
220,
2340,
28,
2340,
62,
86,
4126,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
62,
400,
8516,
13047,
16922,
8106,
0,
7,
499,
26,
220,
2340,
28,
2340,
62,
86,
4126,
8,
198,
220,
220,
220,
220,
220,
220,
220,
886,
628,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
2617,
366,
7841,
1548,
3982,
5165,
1,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2340,
62,
28956,
796,
6291,
7,
16,
25,
12825,
11,
1802,
26,
6330,
28,
9562,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2340,
62,
14894,
796,
900,
26069,
7,
16,
25,
12825,
11,
220,
2340,
62,
28956,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
40653,
62,
9122,
796,
8106,
7,
79,
26,
220,
2340,
28,
2340,
62,
14894,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
12233,
7,
79,
26,
220,
2340,
28,
2340,
62,
28956,
8,
6624,
40653,
62,
9122,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
12233,
7,
79,
26,
220,
2340,
28,
7248,
7,
2340,
62,
28956,
4008,
6624,
40653,
62,
9122,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
40653,
796,
12233,
7,
79,
26,
220,
2340,
28,
2340,
62,
28956,
11,
2689,
41888,
25,
312,
11,
1058,
22208,
12962,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
6624,
8106,
7,
79,
26,
220,
2340,
28,
2340,
62,
14894,
11,
2689,
41888,
25,
312,
11,
1058,
22208,
12962,
628,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
40653,
796,
2769,
30073,
7,
79,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
12233,
0,
7,
14751,
26,
220,
2340,
28,
2340,
62,
28956,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
6624,
40653,
62,
9122,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
12233,
0,
7,
22089,
30073,
7,
79,
1776,
220,
2340,
28,
7248,
7,
2340,
62,
28956,
4008,
6624,
40653,
62,
9122,
198,
220,
220,
220,
220,
220,
220,
220,
886,
628,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
2617,
366,
7841,
1548,
12251,
3982,
5165,
1,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
288,
76,
796,
279,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
3623,
796,
2142,
2983,
7,
25,
22649,
11,
2769,
30073,
7,
79,
13,
1676,
862,
4008,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
40653,
796,
2142,
1548,
36307,
7,
36020,
11,
3623,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2340,
62,
28956,
796,
6291,
7,
16,
25,
12825,
11,
1802,
26,
6330,
28,
9562,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
535,
796,
12233,
7,
14751,
26,
220,
2340,
28,
2340,
62,
28956,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
13,
36020,
6624,
12233,
7,
36020,
26,
220,
2340,
28,
2340,
62,
28956,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
12233,
7,
14751,
26,
220,
2340,
28,
7248,
7,
2340,
62,
28956,
4008,
6624,
279,
535,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2689,
796,
685,
25,
312,
11,
1058,
22208,
60,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
535,
796,
12233,
7,
14751,
26,
220,
2340,
28,
2340,
62,
28956,
11,
2689,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
13,
36020,
6624,
12233,
7,
36020,
26,
220,
2340,
28,
2340,
62,
28956,
11,
2689,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2689,
796,
47527,
25,
22649,
11,
685,
25,
312,
12962,
60,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
535,
796,
12233,
7,
14751,
26,
220,
2340,
28,
2340,
62,
28956,
11,
2689,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
5145,
10134,
2539,
7,
79,
535,
11,
1058,
36020,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
13,
22649,
6624,
12233,
7,
22649,
26,
220,
2340,
28,
2340,
62,
28956,
11,
2689,
41888,
25,
312,
12962,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
535,
796,
2769,
30073,
7,
14751,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
12233,
0,
7,
79,
535,
26,
220,
2340,
28,
2340,
62,
28956,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
6624,
12233,
7,
79,
535,
26,
220,
2340,
28,
2340,
62,
28956,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
12233,
0,
7,
22089,
30073,
7,
14751,
1776,
220,
2340,
28,
7248,
7,
2340,
62,
28956,
4008,
6624,
279,
535,
628,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2471,
796,
40653,
13,
439,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
62,
400,
8516,
35528,
12233,
7,
499,
26,
220,
2340,
28,
2340,
62,
28956,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
62,
400,
8516,
35528,
12233,
0,
7,
499,
26,
220,
2340,
28,
2340,
62,
28956,
8,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
886,
628,
220,
220,
220,
2488,
9288,
2617,
366,
10082,
15748,
1,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
1303,
2251,
6616,
14,
40296,
14,
49229,
40296,
286,
6116,
1022,
657,
290,
352,
198,
220,
220,
220,
220,
220,
220,
220,
1426,
17,
796,
27179,
1758,
7,
29993,
2024,
13,
11167,
7,
15,
25,
15,
13,
16,
25,
16,
11,
657,
25,
15,
13,
16,
25,
16,
8,
930,
29,
2824,
11,
14373,
198,
220,
220,
220,
220,
220,
220,
220,
1426,
17,
796,
4646,
7,
71,
9246,
11,
651,
9630,
12195,
1930,
17,
11,
1312,
8,
329,
1312,
287,
1123,
9630,
7,
1930,
17,
58,
16,
60,
4008,
6,
628,
220,
220,
220,
220,
220,
220,
220,
1426,
18,
796,
27179,
1758,
7,
29993,
2024,
13,
11167,
7,
15,
25,
15,
13,
16,
25,
16,
11,
657,
25,
15,
13,
16,
25,
16,
11,
657,
25,
15,
13,
16,
25,
16,
8,
930,
29,
2824,
11,
14373,
198,
220,
220,
220,
220,
220,
220,
220,
1426,
18,
796,
4646,
7,
71,
9246,
11,
651,
9630,
12195,
1930,
18,
11,
1312,
8,
329,
1312,
287,
1123,
9630,
7,
1930,
18,
58,
16,
60,
4008,
6,
628,
220,
220,
220,
220,
220,
220,
220,
1426,
19,
796,
27179,
1758,
7,
29993,
2024,
13,
11167,
7,
15,
25,
15,
13,
16,
25,
16,
11,
657,
25,
15,
13,
16,
25,
16,
11,
657,
25,
15,
13,
16,
25,
16,
11,
657,
25,
15,
13,
16,
25,
16,
8,
930,
29,
2824,
11,
14373,
198,
220,
220,
220,
220,
220,
220,
220,
1426,
19,
796,
4646,
7,
71,
9246,
11,
651,
9630,
12195,
1930,
19,
11,
1312,
8,
329,
1312,
287,
1123,
9630,
7,
1930,
19,
58,
16,
60,
4008,
6,
628,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
2617,
366,
38197,
2554,
9248,
1,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
289,
2554,
796,
10437,
5908,
38197,
2554,
9248,
7,
15,
13,
20,
25192,
7,
19,
828,
657,
13,
20,
7,
16,
764,
10,
43720,
7,
19,
22305,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
289,
2554,
318,
64,
10437,
5908,
38197,
2554,
9248,
90,
43879,
2414,
11,
19,
92,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
289,
2554,
796,
10437,
5908,
38197,
2554,
9248,
26933,
15,
11,
657,
11,
657,
60,
764,
1003,
1802,
11,
685,
1314,
11,
1679,
11,
1160,
60,
764,
1003,
1802,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
289,
2554,
318,
64,
10437,
5908,
38197,
2554,
9248,
90,
43879,
2414,
11,
18,
92,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
289,
2554,
318,
64,
10437,
5908,
43632,
1868,
90,
43879,
2414,
92,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1303,
5678,
8718,
2554,
27787,
422,
3641,
290,
1735,
20428,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
10437,
5908,
38197,
2554,
9248,
26933,
2425,
11,
13151,
11,
1802,
60,
764,
1003,
8576,
11,
29565,
1314,
11,
1679,
11,
1160,
60,
764,
1003,
1802,
8,
23029,
6624,
289,
2554,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
10437,
5908,
43632,
1868,
26933,
2425,
11,
13151,
11,
1802,
60,
764,
1003,
8576,
11,
29565,
1314,
11,
1679,
11,
1160,
60,
764,
1003,
1802,
8,
23029,
6624,
289,
2554,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
10437,
5908,
45474,
9248,
26933,
2425,
11,
13151,
60,
764,
1003,
8576,
11,
29565,
1314,
11,
1679,
60,
764,
1003,
1802,
8,
23029,
6624,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
10437,
5908,
45474,
9248,
26933,
15,
11,
657,
60,
764,
1003,
1802,
11,
685,
1314,
11,
1679,
60,
764,
1003,
1802,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1303,
1332,
5678,
669,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
10437,
5908,
38197,
2554,
9248,
26933,
15,
11,
657,
11,
657,
4357,
685,
15,
13,
1314,
11,
657,
13,
1495,
11,
657,
13,
1238,
12962,
318,
64,
10437,
5908,
43632,
1868,
90,
43879,
2414,
92,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
10437,
5908,
38197,
2554,
9248,
90,
43879,
2414,
11,
18,
92,
26933,
15,
11,
657,
11,
657,
13,
15,
4357,
685,
15,
13,
1314,
11,
657,
13,
1495,
11,
657,
13,
1238,
12962,
318,
64,
10437,
5908,
43632,
1868,
90,
43879,
2414,
92,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
10437,
5908,
38197,
2554,
9248,
90,
43879,
2414,
11,
18,
92,
26933,
15,
11,
657,
11,
657,
4357,
685,
15,
13,
1314,
11,
657,
13,
1495,
11,
352,
3373,
838,
12962,
318,
64,
10437,
5908,
43632,
1868,
90,
43879,
2414,
92,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
62,
400,
8516,
2195,
861,
295,
12331,
10437,
5908,
38197,
2554,
9248,
90,
43879,
2414,
11,
19,
92,
26933,
15,
11,
657,
11,
657,
13,
15,
4357,
685,
15,
13,
1314,
11,
657,
13,
1495,
11,
657,
13,
1238,
12962,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
10437,
5908,
43632,
1868,
26933,
15,
11,
657,
11,
657,
4357,
685,
15,
13,
1314,
11,
657,
13,
1495,
11,
657,
13,
1238,
12962,
318,
64,
10437,
5908,
43632,
1868,
90,
43879,
2414,
92,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
62,
400,
8516,
2195,
861,
295,
12331,
10437,
5908,
43632,
1868,
26933,
15,
11,
657,
4357,
685,
15,
13,
1314,
11,
657,
13,
1495,
12962,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
10437,
5908,
45474,
9248,
26933,
15,
11,
657,
4357,
685,
15,
13,
1495,
11,
657,
13,
1238,
12962,
318,
64,
10437,
5908,
45474,
9248,
90,
43879,
2414,
92,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
62,
400,
8516,
2195,
861,
295,
12331,
10437,
5908,
45474,
9248,
26933,
15,
11,
657,
11,
657,
4357,
685,
15,
13,
1314,
11,
657,
13,
1495,
11,
657,
13,
1238,
12962,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
62,
400,
8516,
2195,
861,
295,
12331,
10437,
5908,
45474,
9248,
26933,
15,
11,
657,
4357,
685,
15,
13,
1314,
11,
657,
13,
1495,
11,
657,
13,
1238,
12962,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
10437,
5908,
43632,
1868,
90,
43879,
2414,
92,
26933,
15,
11,
657,
11,
657,
13,
15,
4357,
685,
15,
13,
1314,
11,
657,
13,
1495,
11,
657,
13,
1238,
12962,
318,
64,
10437,
5908,
43632,
1868,
90,
43879,
2414,
92,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
10437,
5908,
43632,
1868,
90,
43879,
2624,
92,
26933,
15,
11,
657,
11,
657,
4357,
685,
15,
13,
1314,
11,
657,
13,
1495,
11,
352,
3373,
838,
12962,
318,
64,
10437,
5908,
43632,
1868,
90,
43879,
2624,
92,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
10437,
5908,
45474,
9248,
90,
43879,
2414,
92,
26933,
15,
11,
657,
13,
15,
4357,
685,
15,
13,
1495,
11,
657,
13,
1238,
12962,
318,
64,
10437,
5908,
45474,
9248,
90,
43879,
2414,
92,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
10437,
5908,
45474,
9248,
90,
43879,
2414,
92,
26933,
15,
11,
657,
4357,
685,
15,
13,
1495,
11,
657,
13,
1238,
12962,
318,
64,
10437,
5908,
45474,
9248,
90,
43879,
2414,
92,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
10437,
5908,
38197,
2554,
9248,
26933,
15,
11,
657,
4357,
657,
13,
1314,
11,
657,
13,
1495,
8,
318,
64,
10437,
5908,
45474,
9248,
90,
43879,
2414,
92,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
10437,
5908,
38197,
2554,
9248,
26933,
15,
11,
657,
11,
657,
4357,
657,
13,
1314,
11,
657,
13,
1495,
11,
657,
13,
1238,
8,
318,
64,
10437,
5908,
43632,
1868,
90,
43879,
2414,
92,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
10437,
5908,
38197,
2554,
9248,
26933,
15,
11,
657,
11,
657,
11,
657,
4357,
657,
13,
1314,
11,
657,
13,
1495,
11,
657,
13,
1238,
11,
657,
13,
4051,
8,
318,
64,
10437,
5908,
38197,
2554,
9248,
90,
43879,
2414,
11,
19,
92,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
62,
400,
8516,
35528,
10437,
5908,
38197,
2554,
9248,
26933,
15,
11,
657,
4357,
657,
13,
1314,
11,
657,
13,
1495,
11,
657,
13,
4051,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
374,
796,
642,
3373,
362,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
10437,
5908,
38197,
40296,
26933,
15,
11,
657,
11,
657,
11,
657,
4357,
374,
8,
6624,
10437,
5908,
38197,
2554,
9248,
26933,
12,
81,
11,
532,
81,
11,
532,
81,
11,
532,
81,
4357,
685,
81,
11,
374,
11,
374,
11,
374,
12962,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
10437,
5908,
29071,
26933,
15,
11,
657,
11,
657,
4357,
374,
8,
6624,
10437,
5908,
43632,
1868,
26933,
12,
81,
11,
532,
81,
11,
532,
81,
4357,
685,
81,
11,
374,
11,
374,
12962,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
10437,
5908,
48011,
26933,
15,
11,
657,
4357,
374,
8,
6624,
10437,
5908,
45474,
9248,
26933,
12,
81,
11,
532,
81,
4357,
685,
81,
11,
374,
12962,
628,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
13617,
1868,
796,
10437,
5908,
43632,
1868,
26933,
15,
11,
657,
11,
657,
60,
764,
1003,
1802,
11,
685,
1314,
11,
1679,
11,
678,
60,
764,
1003,
1802,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13,
469,
15748,
62,
268,
565,
2752,
62,
16159,
7,
66,
549,
1868,
8,
15139,
230,
685,
1314,
11,
1679,
11,
678,
60,
764,
1003,
939,
930,
29,
12178,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13,
469,
15748,
62,
268,
565,
2752,
62,
16159,
7,
36734,
5908,
29071,
7,
9107,
418,
7,
5317,
11,
513,
828,
604,
3373,
352,
4008,
6624,
1976,
27498,
7,
18,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
8697,
13,
469,
15748,
62,
268,
565,
2752,
62,
20772,
364,
7,
66,
549,
1868,
8,
764,
35705,
230,
357,
9107,
418,
7,
18,
828,
685,
1314,
11,
1679,
11,
678,
60,
764,
1003,
1802,
930,
29,
12178,
4008,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1426,
18,
259,
796,
1426,
18,
58,
45299,
16932,
13,
27932,
62,
259,
7,
1930,
18,
11,
13617,
1868,
15437,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
15,
764,
35705,
97,
1426,
18,
259,
58,
16,
11,
1058,
60,
764,
35705,
97,
657,
13,
1314,
8,
11405,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
477,
7,
15,
764,
35705,
97,
1426,
18,
259,
58,
17,
11,
1058,
60,
764,
35705,
97,
657,
13,
1495,
8,
11405,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
477,
7,
15,
764,
35705,
97,
1426,
18,
259,
58,
18,
11,
1058,
60,
764,
35705,
97,
657,
13,
1129,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
13621,
796,
10437,
5908,
45474,
9248,
26933,
15,
11,
657,
60,
764,
1003,
1802,
11,
685,
1495,
11,
678,
60,
764,
1003,
1802,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1426,
17,
259,
796,
1426,
17,
58,
45299,
16932,
13,
27932,
62,
259,
7,
1930,
17,
11,
13621,
15437,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
15,
764,
35705,
97,
1426,
17,
259,
58,
16,
11,
1058,
60,
764,
35705,
97,
657,
13,
1495,
8,
11405,
477,
7,
15,
764,
35705,
97,
1426,
17,
259,
58,
17,
11,
1058,
60,
764,
35705,
97,
657,
13,
1129,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
289,
2554,
796,
10437,
5908,
38197,
2554,
9248,
26933,
15,
11,
657,
11,
657,
11,
657,
60,
764,
1003,
1802,
11,
685,
1314,
11,
1679,
11,
678,
11,
3439,
60,
764,
1003,
1802,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1426,
19,
259,
796,
1426,
19,
58,
45299,
16932,
13,
27932,
62,
259,
7,
1930,
19,
11,
289,
2554,
15437,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
15,
764,
35705,
97,
1426,
19,
259,
58,
16,
11,
1058,
60,
764,
35705,
97,
657,
13,
1314,
8,
11405,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
477,
7,
15,
764,
35705,
97,
1426,
19,
259,
58,
17,
11,
1058,
60,
764,
35705,
97,
657,
13,
1495,
8,
11405,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
477,
7,
15,
764,
35705,
97,
1426,
19,
259,
58,
18,
11,
1058,
60,
764,
35705,
97,
657,
13,
1129,
8,
11405,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
477,
7,
15,
764,
35705,
97,
1426,
19,
259,
58,
19,
11,
1058,
60,
764,
35705,
97,
657,
13,
2327,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
62,
400,
8516,
2195,
861,
295,
12331,
16932,
13,
27932,
62,
259,
7,
1930,
18,
11,
289,
2554,
8,
198,
220,
220,
220,
220,
220,
220,
220,
886,
628,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
2617,
366,
49926,
364,
79,
1456,
1,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
289,
2777,
1456,
796,
10437,
5908,
49926,
364,
79,
1456,
7,
15,
13,
20,
25192,
7,
19,
828,
657,
13,
20,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
289,
2777,
1456,
318,
64,
10437,
5908,
49926,
364,
79,
1456,
90,
43879,
2414,
11,
19,
92,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
289,
2777,
1456,
796,
10437,
5908,
49926,
364,
79,
1456,
26933,
15,
11,
657,
11,
657,
60,
764,
1003,
1802,
11,
1315,
3373,
1802,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
289,
2777,
1456,
318,
64,
10437,
5908,
49926,
364,
79,
1456,
90,
43879,
2414,
11,
18,
92,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
289,
2777,
1456,
318,
64,
10437,
5908,
38882,
90,
43879,
2414,
92,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
289,
2777,
1456,
6624,
10437,
5908,
49926,
364,
79,
1456,
26933,
15,
11,
657,
11,
657,
4357,
1315,
3373,
1802,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1303,
1332,
5678,
669,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
10437,
5908,
49926,
364,
79,
1456,
26933,
15,
13,
1314,
11,
657,
13,
1495,
11,
657,
13,
1238,
4357,
362,
8,
318,
64,
10437,
5908,
38882,
90,
43879,
2414,
92,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
10437,
5908,
49926,
364,
79,
1456,
90,
43879,
2414,
11,
18,
92,
26933,
15,
13,
1314,
11,
657,
13,
1495,
11,
657,
13,
1238,
4357,
657,
13,
17,
8,
318,
64,
10437,
5908,
38882,
90,
43879,
2414,
92,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
10437,
5908,
49926,
364,
79,
1456,
90,
43879,
2624,
11,
18,
92,
26933,
15,
13,
1314,
11,
657,
13,
1495,
11,
657,
13,
1238,
4357,
657,
13,
17,
8,
318,
64,
10437,
5908,
38882,
90,
43879,
2624,
92,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
62,
400,
8516,
2195,
861,
295,
12331,
10437,
5908,
49926,
364,
79,
1456,
90,
43879,
2414,
11,
19,
92,
26933,
15,
13,
1314,
11,
657,
13,
1495,
11,
657,
13,
1238,
4357,
657,
13,
17,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
10437,
5908,
38882,
26933,
15,
13,
1314,
11,
657,
13,
1495,
11,
657,
13,
1238,
4357,
657,
13,
17,
8,
318,
64,
10437,
5908,
38882,
90,
43879,
2414,
92,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
62,
400,
8516,
2195,
861,
295,
12331,
10437,
5908,
38882,
26933,
15,
13,
1314,
11,
657,
13,
1495,
4357,
657,
13,
18,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
10437,
5908,
31560,
293,
26933,
15,
13,
1495,
11,
657,
13,
1238,
4357,
657,
13,
17,
8,
318,
64,
10437,
5908,
31560,
293,
90,
43879,
2414,
92,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
62,
400,
8516,
2195,
861,
295,
12331,
10437,
5908,
31560,
293,
26933,
15,
13,
1314,
11,
657,
13,
1495,
11,
657,
13,
1238,
4357,
657,
13,
17,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
10437,
5908,
38882,
90,
43879,
2414,
92,
26933,
15,
13,
1314,
11,
657,
13,
1495,
11,
657,
13,
1238,
4357,
657,
13,
17,
8,
318,
64,
10437,
5908,
38882,
90,
43879,
2414,
92,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
10437,
5908,
38882,
90,
43879,
2624,
92,
26933,
15,
13,
1314,
11,
657,
13,
1495,
11,
657,
13,
1238,
4357,
352,
8,
318,
64,
10437,
5908,
38882,
90,
43879,
2624,
92,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
10437,
5908,
31560,
293,
90,
43879,
2414,
92,
26933,
15,
13,
1495,
11,
657,
13,
1238,
4357,
657,
13,
17,
8,
318,
64,
10437,
5908,
31560,
293,
90,
43879,
2414,
92,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
374,
796,
1105,
3373,
1802,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
3641,
796,
685,
940,
11,
1160,
11,
1542,
60,
764,
1003,
1802,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
16558,
796,
10437,
5908,
38882,
7,
16159,
11,
374,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13,
469,
15748,
62,
268,
565,
2752,
62,
16159,
7,
2777,
1456,
8,
15139,
230,
3641,
930,
29,
12178,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
16932,
13,
469,
15748,
62,
268,
565,
2752,
62,
20772,
364,
7,
2777,
1456,
8,
764,
35705,
230,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
29565,
12,
17,
11,
807,
11,
1248,
60,
764,
1003,
1802,
930,
29,
12178,
11,
685,
1828,
11,
3933,
11,
5433,
60,
764,
1003,
1802,
930,
29,
12178,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1267,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1426,
18,
259,
796,
1426,
18,
58,
45299,
16932,
13,
27932,
62,
259,
7,
1930,
18,
11,
16558,
15437,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
16345,
7,
8937,
17,
11,
1426,
18,
259,
764,
12,
3641,
26,
5391,
82,
28,
16,
8,
764,
35705,
97,
374,
61,
17,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1426,
18,
1662,
259,
796,
1426,
18,
58,
45299,
764,
93,
8697,
13,
27932,
62,
259,
7,
1930,
18,
11,
16558,
15437,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
16345,
7,
8937,
17,
11,
1426,
18,
1662,
259,
764,
12,
3641,
26,
5391,
82,
28,
16,
8,
764,
29,
374,
61,
17,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
3641,
796,
685,
1238,
11,
1542,
60,
764,
1003,
1802,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
9197,
796,
10437,
5908,
31560,
293,
7,
16159,
11,
374,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1426,
17,
259,
796,
1426,
17,
58,
45299,
16932,
13,
27932,
62,
259,
7,
1930,
17,
11,
9197,
15437,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
16345,
7,
8937,
17,
11,
1426,
17,
259,
764,
12,
3641,
26,
5391,
82,
28,
16,
8,
764,
35705,
97,
374,
61,
17,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
3641,
796,
685,
940,
11,
1160,
11,
1542,
11,
2319,
60,
764,
1003,
1802,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
289,
2777,
1456,
796,
10437,
5908,
49926,
364,
79,
1456,
7,
16159,
11,
374,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1426,
19,
259,
796,
1426,
19,
58,
45299,
16932,
13,
27932,
62,
259,
7,
1930,
19,
11,
289,
2777,
1456,
15437,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
16345,
7,
8937,
17,
11,
1426,
19,
259,
764,
12,
3641,
26,
5391,
82,
28,
16,
8,
764,
35705,
97,
374,
61,
17,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
16558,
796,
10437,
5908,
38882,
7,
9107,
418,
7,
18,
828,
374,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
10437,
5908,
38882,
7,
81,
8,
6624,
16558,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1426,
18,
259,
796,
1426,
18,
58,
45299,
16932,
13,
27932,
62,
259,
7,
1930,
18,
11,
16558,
15437,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
16345,
7,
8937,
17,
11,
1426,
18,
259,
26,
5391,
82,
28,
16,
8,
764,
35705,
97,
374,
61,
17,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
9197,
796,
10437,
5908,
31560,
293,
7,
9107,
418,
7,
17,
828,
374,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
10437,
5908,
31560,
293,
7,
81,
8,
6624,
9197,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1426,
17,
259,
796,
1426,
17,
58,
45299,
16932,
13,
27932,
62,
259,
7,
1930,
17,
11,
9197,
15437,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
16345,
7,
8937,
17,
11,
1426,
17,
259,
26,
5391,
82,
28,
16,
8,
764,
35705,
97,
374,
61,
17,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
289,
2777,
1456,
796,
10437,
5908,
49926,
364,
79,
1456,
7,
9107,
418,
7,
19,
828,
374,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
10437,
5908,
49926,
364,
79,
1456,
7,
19,
11,
374,
8,
6624,
289,
2777,
1456,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1426,
19,
259,
796,
1426,
19,
58,
45299,
16932,
13,
27932,
62,
259,
7,
1930,
19,
11,
289,
2777,
1456,
15437,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
16345,
7,
8937,
17,
11,
1426,
19,
259,
26,
5391,
82,
28,
16,
8,
764,
35705,
97,
374,
61,
17,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
62,
400,
8516,
2195,
861,
295,
12331,
16932,
13,
27932,
62,
259,
7,
1930,
18,
11,
289,
2777,
1456,
8,
198,
220,
220,
220,
220,
220,
220,
220,
886,
628,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
2617,
366,
34,
2645,
5540,
1,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
629,
2645,
796,
10437,
5908,
44196,
34,
2645,
5540,
7,
15,
13,
20,
25192,
7,
18,
828,
657,
13,
20,
11,
657,
13,
20,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
629,
2645,
318,
64,
10437,
5908,
44196,
34,
2645,
5540,
90,
43879,
2414,
92,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
629,
2645,
796,
10437,
5908,
44196,
34,
2645,
5540,
26933,
16,
11,
362,
11,
513,
60,
764,
1003,
838,
11,
362,
3373,
838,
11,
352,
3373,
838,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
629,
2645,
318,
64,
10437,
5908,
44196,
34,
2645,
5540,
90,
43879,
2414,
92,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
10437,
5908,
44196,
34,
2645,
5540,
7,
25192,
7,
18,
828,
352,
11,
352,
3373,
838,
8,
318,
64,
10437,
5908,
44196,
34,
2645,
5540,
90,
43879,
2414,
92,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
10437,
5908,
44196,
34,
2645,
5540,
90,
43879,
2624,
92,
7,
25192,
7,
18,
828,
352,
11,
352,
3373,
838,
8,
318,
64,
10437,
5908,
44196,
34,
2645,
5540,
90,
43879,
2624,
92,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
62,
400,
8516,
2195,
861,
295,
12331,
10437,
5908,
44196,
34,
2645,
5540,
7,
25192,
7,
19,
828,
352,
11,
352,
3373,
838,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
3641,
796,
685,
16,
11,
362,
11,
513,
60,
764,
1003,
838,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
289,
796,
1987,
3373,
1802,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
374,
796,
1315,
3373,
1802,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
629,
2645,
796,
10437,
5908,
44196,
34,
2645,
5540,
7,
16159,
11,
289,
11,
374,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13,
469,
15748,
62,
268,
565,
2752,
62,
16159,
7,
82,
38801,
8,
15139,
230,
3641,
930,
29,
12178,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
16932,
13,
469,
15748,
62,
268,
565,
2752,
62,
20772,
364,
7,
82,
38801,
8,
764,
35705,
230,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
29565,
12,
20,
11,
642,
11,
1248,
60,
764,
1003,
1802,
930,
29,
12178,
11,
685,
1495,
11,
3439,
11,
5433,
60,
764,
1003,
1802,
930,
29,
12178,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1267,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1426,
18,
259,
796,
1426,
18,
58,
45299,
16932,
13,
27932,
62,
259,
7,
1930,
18,
11,
629,
2645,
15437,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
2488,
33571,
477,
7,
16345,
7,
8937,
17,
11,
1426,
18,
259,
58,
16,
25,
17,
11,
1058,
60,
764,
12,
3641,
58,
16,
25,
17,
11208,
5391,
82,
28,
16,
8,
764,
35705,
97,
374,
61,
17,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
2488,
33571,
477,
7,
1507,
3373,
1802,
764,
35705,
97,
1426,
18,
259,
58,
18,
11,
1058,
60,
764,
35705,
97,
5433,
3373,
1802,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1426,
18,
1662,
259,
796,
1426,
18,
58,
45299,
764,
93,
8697,
13,
27932,
62,
259,
7,
1930,
18,
11,
629,
2645,
15437,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
2488,
33571,
477,
7,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
43030,
7,
16345,
7,
8937,
17,
11,
1426,
18,
1662,
259,
58,
16,
25,
17,
11,
1058,
60,
764,
12,
3641,
58,
16,
25,
17,
11208,
5391,
82,
28,
16,
8,
764,
29,
374,
61,
17,
8,
764,
91,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
357,
1507,
3373,
1802,
764,
29,
1426,
18,
1662,
259,
58,
18,
11,
1058,
12962,
764,
91,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
357,
1930,
18,
1662,
259,
58,
18,
11,
1058,
60,
764,
29,
5433,
3373,
1802,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1267,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
62,
400,
8516,
2195,
861,
295,
12331,
16932,
13,
27932,
62,
259,
7,
1930,
17,
11,
629,
2645,
8,
628,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
17327,
796,
10437,
5908,
34,
2645,
5540,
7,
15,
13,
20,
25192,
7,
18,
828,
657,
13,
20,
25192,
7,
18,
828,
657,
13,
20,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
17327,
318,
64,
10437,
5908,
34,
2645,
5540,
90,
43879,
2414,
92,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
17327,
796,
10437,
5908,
34,
2645,
5540,
26933,
16,
11,
362,
11,
513,
60,
764,
1003,
838,
11,
685,
17,
11,
513,
11,
604,
60,
764,
1003,
838,
11,
352,
3373,
838,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
17327,
318,
64,
10437,
5908,
34,
2645,
5540,
90,
43879,
2414,
92,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
10437,
5908,
34,
2645,
5540,
7,
25192,
7,
18,
828,
43720,
7,
18,
828,
352,
3373,
838,
8,
318,
64,
10437,
5908,
34,
2645,
5540,
90,
43879,
2414,
92,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
10437,
5908,
34,
2645,
5540,
7,
25192,
7,
18,
828,
685,
15,
11,
657,
11,
657,
4357,
352,
3373,
838,
8,
318,
64,
10437,
5908,
34,
2645,
5540,
90,
43879,
2414,
92,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
10437,
5908,
34,
2645,
5540,
90,
43879,
2624,
92,
7,
25192,
7,
18,
828,
685,
15,
11,
657,
11,
657,
4357,
352,
3373,
838,
8,
318,
64,
10437,
5908,
34,
2645,
5540,
90,
43879,
2624,
92,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
62,
400,
8516,
2195,
861,
295,
12331,
10437,
5908,
34,
2645,
5540,
7,
25192,
7,
19,
828,
43720,
7,
18,
828,
657,
13,
16,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
62,
400,
8516,
2195,
861,
295,
12331,
10437,
5908,
34,
2645,
5540,
7,
25192,
7,
18,
828,
43720,
7,
17,
828,
657,
13,
16,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
3641,
796,
3641,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
923,
1930,
796,
685,
940,
11,
1160,
11,
1248,
60,
764,
1003,
1802,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
886,
1930,
796,
685,
940,
11,
1160,
11,
5433,
60,
764,
1003,
1802,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
374,
796,
374,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
17327,
796,
10437,
5908,
34,
2645,
5540,
7,
9688,
1930,
11,
886,
1930,
11,
374,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13,
469,
15748,
62,
268,
565,
2752,
62,
16159,
7,
38801,
8,
15139,
230,
3641,
930,
29,
12178,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
8697,
13,
469,
15748,
62,
268,
565,
2752,
62,
20772,
364,
7,
38801,
8,
764,
35705,
230,
29565,
12,
20,
11,
642,
11,
1248,
60,
764,
1003,
1802,
11,
685,
1495,
11,
3439,
11,
5433,
60,
764,
1003,
1802,
4008,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1303,
826,
9335,
329,
5055,
24911,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
629,
2645,
6624,
17327,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13,
27932,
62,
259,
7,
1930,
18,
11,
629,
2645,
8,
6624,
16932,
13,
27932,
62,
259,
7,
1930,
18,
11,
17327,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
62,
400,
8516,
2195,
861,
295,
12331,
16932,
13,
27932,
62,
259,
7,
1930,
17,
11,
17327,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
10437,
5908,
44196,
34,
2645,
5540,
7,
38801,
8,
6624,
629,
2645,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
10437,
5908,
34,
2645,
5540,
7,
82,
38801,
8,
6624,
17327,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1303,
976,
1255,
15430,
4738,
923,
290,
886,
2173,
286,
262,
24911,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
16,
796,
43720,
7,
18,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
17,
796,
43720,
7,
18,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
374,
796,
657,
13,
1314,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
269,
16,
796,
10437,
5908,
34,
2645,
5540,
7,
79,
16,
11,
279,
17,
11,
374,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
269,
17,
796,
10437,
5908,
34,
2645,
5540,
7,
79,
17,
11,
279,
16,
11,
374,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13,
469,
15748,
62,
268,
565,
2752,
62,
16159,
7,
66,
16,
8,
15139,
230,
16932,
13,
469,
15748,
62,
268,
565,
2752,
62,
16159,
7,
66,
17,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
8697,
13,
469,
15748,
62,
268,
565,
2752,
62,
20772,
364,
7,
66,
16,
8,
764,
35705,
230,
16932,
13,
469,
15748,
62,
268,
565,
2752,
62,
20772,
364,
7,
66,
17,
4008,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
16932,
13,
27932,
62,
259,
7,
1930,
18,
11,
269,
16,
8,
6624,
16932,
13,
27932,
62,
259,
7,
1930,
18,
11,
269,
17,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
62,
400,
8516,
2195,
861,
295,
12331,
10437,
5908,
44196,
34,
2645,
5540,
7,
66,
16,
8,
628,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
629,
2645,
796,
10437,
5908,
44196,
34,
2645,
5540,
26933,
16,
11,
362,
11,
513,
60,
764,
1003,
838,
11,
362,
3373,
838,
11,
352,
3373,
838,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
629,
2645,
6624,
10437,
5908,
44196,
34,
2645,
5540,
26933,
16,
11,
362,
11,
513,
60,
764,
1003,
838,
11,
362,
3373,
838,
11,
352,
3373,
838,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
629,
2645,
15139,
230,
10437,
5908,
34,
2645,
5540,
26933,
16,
11,
362,
11,
362,
60,
764,
1003,
838,
11,
685,
16,
11,
362,
11,
604,
60,
764,
1003,
838,
11,
352,
3373,
838,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
10437,
5908,
34,
2645,
5540,
26933,
16,
11,
362,
11,
362,
60,
764,
1003,
838,
11,
685,
16,
11,
362,
11,
604,
60,
764,
1003,
838,
11,
352,
3373,
838,
8,
15139,
230,
629,
2645,
198,
220,
220,
220,
220,
220,
220,
220,
886,
628,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
2617,
366,
11928,
20212,
1,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
796,
2142,
2983,
7,
25,
36020,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
13,
1930,
796,
1426,
18,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
13,
22208,
796,
43720,
7,
7857,
7,
1930,
18,
11,
362,
4008,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
47574,
796,
2142,
2983,
7,
25,
36020,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
47574,
13,
1930,
796,
1426,
18,
764,
9,
334,
1,
76,
1,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
47574,
13,
22208,
796,
43720,
7,
7857,
7,
1930,
18,
11,
362,
4008,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
3641,
796,
43720,
7,
18,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
599,
71,
796,
10437,
5908,
38882,
7,
16159,
11,
657,
13,
17,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
599,
13415,
796,
10437,
5908,
38882,
7,
16159,
1635,
334,
1,
76,
1600,
657,
13,
17,
84,
1,
76,
4943,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
9335,
796,
16932,
13,
27932,
62,
259,
7,
1930,
18,
11,
599,
71,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
8106,
7,
79,
11,
599,
71,
8,
6624,
279,
58,
27932,
60,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
8106,
7,
19944,
11,
599,
13415,
8,
6624,
47574,
58,
27932,
60,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
40653,
796,
8106,
7,
79,
11,
599,
71,
26,
2689,
41888,
25,
1930,
12962,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
13,
1930,
6624,
279,
13,
1930,
58,
45299,
9335,
60,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
5145,
10134,
2539,
7,
14751,
11,
1058,
22208,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
40653,
796,
2769,
30073,
7,
79,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
8106,
0,
7,
14751,
11,
599,
71,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
40653,
6624,
279,
58,
27932,
60,
628,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1303,
2142,
1548,
4947,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
288,
76,
796,
279,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
3623,
796,
2142,
2983,
7,
25,
22649,
11,
2769,
30073,
7,
79,
13,
1676,
862,
4008,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
40653,
796,
2142,
1548,
36307,
7,
36020,
11,
3623,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
535,
796,
8106,
7,
14751,
11,
599,
71,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
13,
36020,
6624,
288,
76,
58,
27932,
60,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
535,
796,
8106,
7,
14751,
11,
599,
71,
26,
2689,
41888,
25,
1930,
12962,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
13,
36020,
6624,
8106,
7,
36020,
11,
599,
71,
26,
2689,
41888,
25,
1930,
12962,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
535,
796,
8106,
7,
14751,
11,
599,
71,
26,
2689,
41888,
7,
25,
36020,
11,
685,
25,
1930,
11,
1058,
22208,
12962,
12962,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
13,
36020,
6624,
8106,
7,
36020,
11,
599,
71,
26,
2689,
41888,
25,
1930,
11,
1058,
22208,
12962,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
5145,
10134,
2539,
7,
79,
535,
11,
1058,
22649,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
535,
796,
2769,
30073,
7,
14751,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
8106,
0,
7,
79,
535,
11,
599,
71,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
279,
535,
6624,
8106,
7,
14751,
11,
599,
71,
8,
628,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2471,
796,
40653,
13,
439,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
62,
400,
8516,
13047,
16922,
8106,
7,
499,
11,
599,
71,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
62,
400,
8516,
13047,
16922,
8106,
0,
7,
499,
11,
599,
71,
8,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
886,
628,
198,
220,
220,
220,
2488,
9288,
2617,
366,
2964,
18200,
1,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
2617,
366,
35393,
1,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
257,
17,
796,
43720,
7,
17,
11,
1802,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
257,
18,
796,
43720,
7,
18,
11,
1802,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
257,
19,
796,
43720,
7,
19,
11,
1802,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
299,
17,
796,
2593,
12195,
27379,
4033,
7,
64,
17,
4008,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
299,
18,
796,
2593,
12195,
27379,
4033,
7,
64,
18,
4008,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
299,
19,
796,
2593,
12195,
27379,
4033,
7,
64,
19,
4008,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
951,
27237,
7,
64,
17,
8,
15139,
230,
299,
17,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
951,
27237,
7,
64,
18,
8,
15139,
230,
299,
18,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
951,
27237,
7,
64,
19,
8,
15139,
230,
299,
19,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
951,
27237,
7,
64,
17,
1635,
334,
1,
76,
4943,
15139,
230,
299,
17,
1635,
334,
1,
76,
1,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
951,
27237,
7,
64,
18,
1635,
334,
1,
76,
4943,
15139,
230,
299,
18,
1635,
334,
1,
76,
1,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
951,
27237,
7,
64,
19,
1635,
334,
1,
76,
4943,
15139,
230,
299,
19,
1635,
334,
1,
76,
1,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
951,
27237,
17,
7,
64,
17,
8,
15139,
230,
299,
17,
764,
61,
362,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
951,
27237,
17,
7,
64,
18,
8,
15139,
230,
299,
18,
764,
61,
362,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
951,
27237,
17,
7,
64,
19,
8,
15139,
230,
299,
19,
764,
61,
362,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
951,
27237,
17,
7,
64,
17,
1635,
334,
1,
76,
4943,
15139,
230,
357,
77,
17,
1635,
334,
1,
76,
4943,
764,
61,
362,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
951,
27237,
17,
7,
64,
18,
1635,
334,
1,
76,
4943,
15139,
230,
357,
77,
18,
1635,
334,
1,
76,
4943,
764,
61,
362,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
951,
27237,
17,
7,
64,
19,
1635,
334,
1,
76,
4943,
15139,
230,
357,
77,
19,
1635,
334,
1,
76,
4943,
764,
61,
362,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
716,
17,
796,
2092,
7,
64,
17,
11,
4479,
90,
43879,
2414,
11,
43730,
30072,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
716,
18,
796,
2092,
7,
64,
18,
11,
4479,
90,
43879,
2414,
11,
43730,
30072,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
716,
19,
796,
2092,
7,
64,
19,
11,
4479,
90,
43879,
2414,
11,
43730,
30072,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
716,
17,
764,
28,
257,
17,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
716,
18,
764,
28,
257,
18,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
716,
19,
764,
28,
257,
19,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
716,
17,
58,
45299,
352,
60,
764,
28,
4814,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
716,
18,
58,
45299,
352,
60,
764,
28,
4814,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
716,
19,
58,
45299,
352,
60,
764,
28,
4814,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
4033,
27237,
7,
321,
17,
8,
764,
35705,
230,
299,
17,
8,
930,
29,
318,
45688,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
4033,
27237,
7,
321,
18,
8,
764,
35705,
230,
299,
18,
8,
930,
29,
318,
45688,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
4033,
27237,
7,
321,
19,
8,
764,
35705,
230,
299,
19,
8,
930,
29,
318,
45688,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
4033,
27237,
7,
321,
17,
1635,
334,
1,
76,
4943,
764,
35705,
230,
299,
17,
1635,
334,
1,
76,
4943,
930,
29,
318,
45688,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
4033,
27237,
7,
321,
18,
1635,
334,
1,
76,
4943,
764,
35705,
230,
299,
18,
1635,
334,
1,
76,
4943,
930,
29,
318,
45688,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
4033,
27237,
7,
321,
19,
1635,
334,
1,
76,
4943,
764,
35705,
230,
299,
19,
1635,
334,
1,
76,
4943,
930,
29,
318,
45688,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
4033,
27237,
17,
7,
321,
17,
8,
764,
35705,
230,
299,
17,
764,
61,
362,
8,
930,
29,
318,
45688,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
4033,
27237,
17,
7,
321,
18,
8,
764,
35705,
230,
299,
18,
764,
61,
362,
8,
930,
29,
318,
45688,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
4033,
27237,
17,
7,
321,
19,
8,
764,
35705,
230,
299,
19,
764,
61,
362,
8,
930,
29,
318,
45688,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
4033,
27237,
17,
7,
321,
17,
1635,
334,
1,
76,
4943,
764,
35705,
230,
357,
77,
17,
1635,
334,
1,
76,
4943,
764,
61,
362,
8,
930,
29,
318,
45688,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
4033,
27237,
17,
7,
321,
18,
1635,
334,
1,
76,
4943,
764,
35705,
230,
357,
77,
18,
1635,
334,
1,
76,
4943,
764,
61,
362,
8,
930,
29,
318,
45688,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
4033,
27237,
17,
7,
321,
19,
1635,
334,
1,
76,
4943,
764,
35705,
230,
357,
77,
19,
1635,
334,
1,
76,
4943,
764,
61,
362,
8,
930,
29,
318,
45688,
198,
220,
220,
220,
220,
220,
220,
220,
886,
628,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
2617,
366,
35393,
1088,
19349,
1,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
257,
17,
796,
43720,
7,
17,
11,
1802,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
257,
18,
796,
43720,
7,
18,
11,
1802,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
257,
19,
796,
43720,
7,
19,
11,
1802,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
267,
17,
796,
43720,
7,
17,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
267,
18,
796,
43720,
7,
18,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
267,
19,
796,
43720,
7,
19,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
299,
17,
796,
2593,
12195,
27379,
4033,
7,
64,
17,
764,
12,
267,
17,
4008,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
299,
18,
796,
2593,
12195,
27379,
4033,
7,
64,
18,
764,
12,
267,
18,
4008,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
299,
19,
796,
2593,
12195,
27379,
4033,
7,
64,
19,
764,
12,
267,
19,
4008,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
951,
27237,
7,
64,
17,
11,
267,
17,
8,
15139,
230,
299,
17,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
951,
27237,
7,
64,
18,
11,
267,
18,
8,
15139,
230,
299,
18,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
951,
27237,
7,
64,
19,
11,
267,
19,
8,
15139,
230,
299,
19,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
951,
27237,
7,
64,
17,
1635,
334,
1,
76,
1600,
267,
17,
1635,
334,
1,
76,
4943,
15139,
230,
299,
17,
1635,
334,
1,
76,
1,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
951,
27237,
7,
64,
18,
1635,
334,
1,
76,
1600,
267,
18,
1635,
334,
1,
76,
4943,
15139,
230,
299,
18,
1635,
334,
1,
76,
1,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
951,
27237,
7,
64,
19,
1635,
334,
1,
76,
1600,
267,
19,
1635,
334,
1,
76,
4943,
15139,
230,
299,
19,
1635,
334,
1,
76,
1,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
951,
27237,
17,
7,
64,
17,
11,
267,
17,
8,
15139,
230,
299,
17,
764,
61,
362,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
951,
27237,
17,
7,
64,
18,
11,
267,
18,
8,
15139,
230,
299,
18,
764,
61,
362,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
951,
27237,
17,
7,
64,
19,
11,
267,
19,
8,
15139,
230,
299,
19,
764,
61,
362,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
951,
27237,
17,
7,
64,
17,
1635,
334,
1,
76,
1600,
267,
17,
1635,
334,
1,
76,
4943,
15139,
230,
357,
77,
17,
1635,
334,
1,
76,
4943,
764,
61,
362,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
951,
27237,
17,
7,
64,
18,
1635,
334,
1,
76,
1600,
267,
18,
1635,
334,
1,
76,
4943,
15139,
230,
357,
77,
18,
1635,
334,
1,
76,
4943,
764,
61,
362,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
951,
27237,
17,
7,
64,
19,
1635,
334,
1,
76,
1600,
267,
19,
1635,
334,
1,
76,
4943,
15139,
230,
357,
77,
19,
1635,
334,
1,
76,
4943,
764,
61,
362,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
716,
17,
796,
2092,
7,
64,
17,
11,
4479,
90,
43879,
2414,
11,
43730,
30072,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
716,
18,
796,
2092,
7,
64,
18,
11,
4479,
90,
43879,
2414,
11,
43730,
30072,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
716,
19,
796,
2092,
7,
64,
19,
11,
4479,
90,
43879,
2414,
11,
43730,
30072,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
716,
17,
764,
28,
257,
17,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
716,
18,
764,
28,
257,
18,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
716,
19,
764,
28,
257,
19,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
716,
17,
58,
45299,
352,
60,
764,
28,
4814,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
716,
18,
58,
45299,
352,
60,
764,
28,
4814,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
716,
19,
58,
45299,
352,
60,
764,
28,
4814,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
4033,
27237,
7,
321,
17,
11,
267,
17,
8,
764,
35705,
230,
299,
17,
8,
930,
29,
318,
45688,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
4033,
27237,
7,
321,
18,
11,
267,
18,
8,
764,
35705,
230,
299,
18,
8,
930,
29,
318,
45688,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
4033,
27237,
7,
321,
19,
11,
267,
19,
8,
764,
35705,
230,
299,
19,
8,
930,
29,
318,
45688,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
4033,
27237,
7,
321,
17,
1635,
334,
1,
76,
1600,
267,
17,
1635,
334,
1,
76,
4943,
764,
35705,
230,
299,
17,
1635,
334,
1,
76,
4943,
930,
29,
318,
45688,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
4033,
27237,
7,
321,
18,
1635,
334,
1,
76,
1600,
267,
18,
1635,
334,
1,
76,
4943,
764,
35705,
230,
299,
18,
1635,
334,
1,
76,
4943,
930,
29,
318,
45688,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
4033,
27237,
7,
321,
19,
1635,
334,
1,
76,
1600,
267,
19,
1635,
334,
1,
76,
4943,
764,
35705,
230,
299,
19,
1635,
334,
1,
76,
4943,
930,
29,
318,
45688,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
4033,
27237,
17,
7,
321,
17,
11,
267,
17,
8,
764,
35705,
230,
299,
17,
764,
61,
362,
8,
930,
29,
318,
45688,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
4033,
27237,
17,
7,
321,
18,
11,
267,
18,
8,
764,
35705,
230,
299,
18,
764,
61,
362,
8,
930,
29,
318,
45688,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
4033,
27237,
17,
7,
321,
19,
11,
267,
19,
8,
764,
35705,
230,
299,
19,
764,
61,
362,
8,
930,
29,
318,
45688,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
4033,
27237,
17,
7,
321,
17,
1635,
334,
1,
76,
1600,
267,
17,
1635,
334,
1,
76,
4943,
764,
35705,
230,
357,
77,
17,
1635,
334,
1,
76,
4943,
764,
61,
362,
8,
930,
29,
318,
45688,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
4033,
27237,
17,
7,
321,
18,
1635,
334,
1,
76,
1600,
267,
18,
1635,
334,
1,
76,
4943,
764,
35705,
230,
357,
77,
18,
1635,
334,
1,
76,
4943,
764,
61,
362,
8,
930,
29,
318,
45688,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
4033,
27237,
17,
7,
321,
19,
1635,
334,
1,
76,
1600,
267,
19,
1635,
334,
1,
76,
4943,
764,
35705,
230,
357,
77,
19,
1635,
334,
1,
76,
4943,
764,
61,
362,
8,
930,
29,
318,
45688,
198,
220,
220,
220,
220,
220,
220,
220,
886,
628,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
2617,
366,
35,
313,
8721,
1,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
257,
17,
796,
43720,
7,
17,
11,
1802,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
257,
18,
796,
43720,
7,
18,
11,
1802,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
257,
19,
796,
43720,
7,
19,
11,
1802,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
275,
17,
796,
43720,
7,
17,
11,
1802,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
275,
18,
796,
43720,
7,
18,
11,
1802,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
275,
19,
796,
43720,
7,
19,
11,
1802,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
269,
17,
796,
4646,
7,
71,
9246,
11,
685,
26518,
7,
1872,
11,
3182,
8,
329,
357,
1872,
11,
3182,
8,
287,
19974,
7,
27379,
4033,
7,
64,
17,
828,
1123,
4033,
7,
65,
17,
4008,
12962,
930,
29,
43030,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
269,
18,
796,
4646,
7,
71,
9246,
11,
685,
26518,
7,
1872,
11,
3182,
8,
329,
357,
1872,
11,
3182,
8,
287,
19974,
7,
27379,
4033,
7,
64,
18,
828,
1123,
4033,
7,
65,
18,
4008,
12962,
930,
29,
43030,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
269,
19,
796,
4646,
7,
71,
9246,
11,
685,
26518,
7,
1872,
11,
3182,
8,
329,
357,
1872,
11,
3182,
8,
287,
19974,
7,
27379,
4033,
7,
64,
19,
828,
1123,
4033,
7,
65,
19,
4008,
12962,
930,
29,
43030,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
329,
357,
64,
11,
275,
11,
269,
8,
287,
19974,
26933,
64,
17,
11,
257,
18,
11,
257,
19,
4357,
685,
65,
17,
11,
275,
18,
11,
275,
19,
4357,
685,
66,
17,
11,
269,
18,
11,
269,
19,
12962,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
4692,
313,
7,
64,
11,
275,
8,
15139,
230,
269,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
4692,
313,
7,
64,
1635,
334,
1,
76,
1600,
275,
8,
15139,
230,
269,
1635,
334,
1,
76,
1,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
4692,
313,
7,
64,
11,
275,
1635,
334,
1,
76,
4943,
15139,
230,
269,
1635,
334,
1,
76,
1,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
4692,
313,
7,
64,
1635,
334,
1,
76,
1600,
275,
1635,
334,
1,
76,
4943,
15139,
230,
269,
1635,
334,
1,
76,
61,
17,
1,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
716,
796,
2092,
7,
64,
11,
4479,
90,
43879,
2414,
11,
43730,
30072,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
716,
764,
28,
257,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
716,
58,
45299,
352,
60,
764,
28,
4814,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
275,
76,
796,
2092,
7,
65,
11,
4479,
90,
43879,
2414,
11,
43730,
30072,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
275,
76,
764,
28,
275,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
275,
76,
58,
45299,
352,
60,
764,
28,
4814,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
36673,
313,
7,
321,
11,
275,
8,
764,
35705,
230,
269,
8,
930,
29,
318,
45688,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
36673,
313,
7,
64,
1635,
334,
1,
76,
1600,
275,
76,
8,
764,
35705,
230,
269,
1635,
334,
1,
76,
4943,
930,
29,
318,
45688,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
36673,
313,
7,
64,
11,
275,
76,
1635,
334,
1,
76,
4943,
764,
35705,
230,
269,
1635,
334,
1,
76,
4943,
930,
29,
318,
45688,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
36673,
313,
7,
321,
1635,
334,
1,
76,
1600,
275,
76,
8,
764,
35705,
230,
269,
1635,
334,
1,
76,
4943,
930,
29,
318,
45688,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
36673,
313,
7,
321,
1635,
334,
1,
76,
1600,
275,
76,
1635,
334,
1,
76,
4943,
764,
35705,
230,
269,
1635,
334,
1,
76,
61,
17,
4943,
930,
29,
318,
45688,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
886,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
716,
796,
2092,
7,
64,
18,
11,
4479,
90,
43879,
2414,
11,
18465,
30072,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
716,
764,
28,
257,
18,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
4692,
313,
7,
321,
11,
275,
18,
8,
15139,
230,
269,
18,
198,
220,
220,
220,
220,
220,
220,
220,
886,
628,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
2617,
366,
21544,
8721,
1,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
257,
796,
43720,
7,
18,
11,
1802,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
275,
796,
43720,
7,
18,
11,
1802,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
35851,
796,
257,
1635,
334,
1,
76,
1,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
809,
796,
275,
1635,
334,
1,
76,
1,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
269,
796,
4646,
7,
71,
9246,
11,
685,
19692,
7,
1872,
11,
3182,
8,
329,
357,
1872,
11,
3182,
8,
287,
19974,
7,
27379,
4033,
7,
64,
828,
1123,
4033,
7,
65,
4008,
12962,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
951,
19692,
7,
64,
11,
275,
8,
15139,
230,
269,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
951,
19692,
7,
559,
11,
275,
8,
15139,
230,
269,
1635,
334,
1,
76,
1,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
951,
19692,
7,
64,
11,
809,
8,
15139,
230,
269,
1635,
334,
1,
76,
1,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
951,
19692,
7,
559,
11,
809,
8,
15139,
230,
269,
1635,
334,
1,
76,
61,
17,
1,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
716,
796,
2092,
7,
64,
11,
4479,
90,
43879,
2414,
11,
43730,
30072,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
716,
764,
28,
257,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
716,
58,
45299,
352,
60,
764,
28,
4814,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
275,
76,
796,
2092,
7,
65,
11,
4479,
90,
43879,
2414,
11,
43730,
30072,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
275,
76,
764,
28,
275,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
275,
76,
58,
45299,
352,
60,
764,
28,
4814,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
4033,
19692,
7,
321,
11,
275,
8,
764,
35705,
230,
269,
8,
930,
29,
318,
45688,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
4033,
19692,
7,
559,
11,
275,
76,
8,
764,
35705,
230,
269,
1635,
334,
1,
76,
4943,
930,
29,
318,
45688,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
4033,
19692,
7,
64,
11,
275,
76,
1635,
334,
1,
76,
4943,
764,
35705,
230,
269,
1635,
334,
1,
76,
4943,
930,
29,
318,
45688,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
4033,
19692,
7,
321,
1635,
334,
1,
76,
1600,
275,
76,
8,
764,
35705,
230,
269,
1635,
334,
1,
76,
4943,
930,
29,
318,
45688,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
4033,
19692,
7,
321,
1635,
334,
1,
76,
1600,
275,
76,
1635,
334,
1,
76,
4943,
764,
35705,
230,
269,
1635,
334,
1,
76,
61,
17,
4943,
930,
29,
318,
45688,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
716,
796,
2092,
7,
64,
11,
4479,
90,
43879,
2414,
11,
18465,
30072,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
716,
764,
28,
257,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
951,
19692,
7,
321,
11,
275,
8,
15139,
230,
269,
198,
220,
220,
220,
220,
220,
220,
220,
886,
628,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
2617,
366,
13450,
934,
12858,
1,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
257,
796,
43720,
7,
18,
11,
1802,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
275,
796,
43720,
7,
18,
11,
1802,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
35851,
796,
257,
1635,
334,
1,
76,
1,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
809,
796,
275,
1635,
334,
1,
76,
1,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
329,
285,
287,
685,
25192,
22784,
43720,
7,
3064,
15437,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
38779,
796,
285,
1635,
334,
1,
10025,
1,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
474,
796,
285,
6,
764,
9,
951,
19692,
7,
64,
11,
275,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
3550,
32542,
7,
64,
11,
275,
11,
285,
8,
15139,
230,
474,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
3550,
32542,
7,
559,
11,
275,
11,
285,
8,
15139,
230,
474,
1635,
334,
1,
76,
1,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
3550,
32542,
7,
64,
11,
809,
11,
285,
8,
15139,
230,
474,
1635,
334,
1,
76,
1,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
3550,
32542,
7,
559,
11,
809,
11,
285,
8,
15139,
230,
474,
1635,
334,
1,
76,
61,
17,
1,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
3550,
32542,
7,
64,
11,
275,
11,
38779,
8,
15139,
230,
474,
1635,
334,
1,
10025,
1,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
3550,
32542,
7,
559,
11,
275,
11,
38779,
8,
15139,
230,
474,
1635,
334,
1,
76,
9,
10025,
1,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
3550,
32542,
7,
64,
11,
809,
11,
38779,
8,
15139,
230,
474,
1635,
334,
1,
76,
9,
10025,
1,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
3550,
32542,
7,
559,
11,
809,
11,
38779,
8,
15139,
230,
474,
1635,
334,
1,
76,
61,
17,
9,
10025,
1,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
329,
25439,
287,
685,
648,
32542,
83,
313,
11,
3550,
32542,
83,
313,
62,
31284,
60,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
25439,
7,
64,
11,
275,
11,
285,
8,
15139,
230,
2160,
7,
73,
26,
5391,
82,
28,
17,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
25439,
7,
559,
11,
275,
11,
285,
8,
15139,
230,
2160,
7,
73,
1635,
334,
1,
76,
8172,
5391,
82,
28,
17,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
25439,
7,
64,
11,
809,
11,
285,
8,
15139,
230,
2160,
7,
73,
1635,
334,
1,
76,
8172,
5391,
82,
28,
17,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
25439,
7,
559,
11,
809,
11,
285,
8,
15139,
230,
2160,
7,
73,
1635,
334,
1,
76,
61,
17,
8172,
5391,
82,
28,
17,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
25439,
7,
64,
11,
275,
11,
38779,
8,
15139,
230,
2160,
7,
73,
1635,
334,
1,
10025,
8172,
5391,
82,
28,
17,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
25439,
7,
559,
11,
275,
11,
38779,
8,
15139,
230,
2160,
7,
73,
1635,
334,
1,
76,
9,
10025,
8172,
5391,
82,
28,
17,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
25439,
7,
64,
11,
809,
11,
38779,
8,
15139,
230,
2160,
7,
73,
1635,
334,
1,
76,
9,
10025,
8172,
5391,
82,
28,
17,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
25439,
7,
559,
11,
809,
11,
38779,
8,
15139,
230,
2160,
7,
73,
1635,
334,
1,
76,
61,
17,
9,
10025,
8172,
5391,
82,
28,
17,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
886,
628,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
8159,
796,
43720,
7,
18,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
11555,
47103,
796,
43720,
7,
18,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
474,
47103,
796,
285,
6,
764,
9,
951,
19692,
7,
64,
764,
12,
8159,
11,
275,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
3550,
32542,
7,
559,
11,
809,
11,
38779,
26,
8159,
28,
47103,
1635,
334,
1,
76,
4943,
15139,
230,
474,
47103,
1635,
334,
1,
76,
61,
17,
9,
10025,
1,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
3550,
32542,
83,
313,
7,
559,
11,
809,
11,
38779,
26,
8159,
28,
47103,
1635,
334,
1,
76,
4943,
15139,
230,
2160,
7,
73,
47103,
1635,
334,
1,
76,
61,
17,
9,
10025,
8172,
5391,
82,
28,
17,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
474,
47103,
796,
285,
6,
764,
9,
951,
19692,
7,
64,
11,
275,
764,
12,
11555,
47103,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
3550,
32542,
7,
559,
11,
809,
11,
38779,
26,
11555,
47103,
28,
626,
47103,
1635,
334,
1,
76,
4943,
15139,
230,
474,
47103,
1635,
334,
1,
76,
61,
17,
9,
10025,
1,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
3550,
32542,
83,
313,
7,
559,
11,
809,
11,
38779,
26,
11555,
47103,
28,
626,
47103,
1635,
334,
1,
76,
4943,
15139,
230,
2160,
7,
73,
47103,
1635,
334,
1,
76,
61,
17,
9,
10025,
8172,
5391,
82,
28,
17,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
3550,
32542,
83,
313,
62,
31284,
7,
559,
11,
809,
11,
38779,
26,
11555,
47103,
28,
626,
47103,
1635,
334,
1,
76,
4943,
15139,
230,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2160,
7,
73,
47103,
1635,
334,
1,
76,
61,
17,
9,
10025,
8172,
5391,
82,
28,
17,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
474,
47103,
796,
285,
6,
764,
9,
951,
19692,
7,
64,
764,
12,
8159,
11,
275,
764,
12,
11555,
47103,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
3550,
32542,
7,
559,
11,
809,
11,
38779,
26,
8159,
28,
47103,
1635,
334,
1,
76,
1600,
11555,
47103,
28,
626,
47103,
1635,
334,
1,
76,
4943,
15139,
230,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
474,
47103,
1635,
334,
1,
76,
61,
17,
9,
10025,
1,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
3550,
32542,
83,
313,
7,
559,
11,
809,
11,
38779,
26,
8159,
28,
47103,
1635,
334,
1,
76,
1600,
11555,
47103,
28,
626,
47103,
1635,
334,
1,
76,
4943,
15139,
230,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2160,
7,
73,
47103,
1635,
334,
1,
76,
61,
17,
9,
10025,
8172,
5391,
82,
28,
17,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
3550,
32542,
83,
313,
62,
31284,
7,
559,
11,
809,
11,
38779,
26,
8159,
28,
47103,
1635,
334,
1,
76,
1600,
11555,
47103,
28,
626,
47103,
1635,
334,
1,
76,
4943,
15139,
230,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2160,
7,
73,
47103,
1635,
334,
1,
76,
61,
17,
9,
10025,
8172,
5391,
82,
28,
17,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
716,
796,
2092,
7,
64,
11,
4479,
90,
43879,
2414,
11,
43730,
30072,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
716,
764,
28,
257,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
716,
58,
45299,
352,
60,
764,
28,
4814,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
275,
76,
796,
2092,
7,
65,
11,
4479,
90,
43879,
2414,
11,
43730,
30072,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
275,
76,
764,
28,
275,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
275,
76,
58,
45299,
352,
60,
764,
28,
4814,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
648,
32542,
7,
321,
11,
275,
11,
285,
8,
764,
35705,
230,
474,
8,
930,
29,
318,
45688,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
648,
32542,
7,
559,
11,
275,
76,
11,
285,
8,
764,
35705,
230,
474,
1635,
334,
1,
76,
4943,
930,
29,
318,
45688,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
648,
32542,
7,
64,
11,
275,
76,
1635,
334,
1,
76,
1600,
285,
8,
764,
35705,
230,
474,
1635,
334,
1,
76,
4943,
930,
29,
318,
45688,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
648,
32542,
7,
321,
1635,
334,
1,
76,
1600,
275,
76,
11,
285,
8,
764,
35705,
230,
474,
1635,
334,
1,
76,
4943,
930,
29,
318,
45688,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
648,
32542,
7,
321,
1635,
334,
1,
76,
1600,
275,
76,
1635,
334,
1,
76,
1600,
285,
8,
764,
35705,
230,
474,
1635,
334,
1,
76,
61,
17,
4943,
930,
29,
318,
45688,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
648,
32542,
7,
321,
11,
275,
11,
38779,
8,
764,
35705,
230,
474,
1635,
334,
1,
10025,
4943,
930,
29,
318,
45688,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
648,
32542,
7,
559,
11,
275,
76,
11,
38779,
8,
764,
35705,
230,
474,
1635,
334,
1,
76,
9,
10025,
4943,
930,
29,
318,
45688,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
648,
32542,
7,
64,
11,
275,
76,
1635,
334,
1,
76,
1600,
38779,
8,
764,
35705,
230,
474,
1635,
334,
1,
76,
9,
10025,
4943,
930,
29,
318,
45688,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
648,
32542,
7,
321,
1635,
334,
1,
76,
1600,
275,
76,
11,
38779,
8,
764,
35705,
230,
474,
1635,
334,
1,
76,
9,
10025,
4943,
930,
29,
318,
45688,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
477,
7,
648,
32542,
7,
321,
1635,
334,
1,
76,
1600,
275,
76,
1635,
334,
1,
76,
1600,
38779,
8,
764,
35705,
230,
474,
1635,
334,
1,
76,
61,
17,
9,
10025,
4943,
930,
29,
318,
45688,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
716,
796,
2092,
7,
64,
11,
4479,
90,
43879,
2414,
11,
18465,
30072,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
716,
764,
28,
257,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
3550,
32542,
7,
321,
11,
275,
11,
285,
8,
15139,
230,
474,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
886,
628,
198,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
2617,
366,
7841,
2983,
6608,
1,
2221,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
288,
76,
796,
2142,
2983,
7,
25,
36020,
11,
1058,
1930,
5218,
43720,
7,
18,
11,
1802,
828,
1058,
626,
5218,
43720,
7,
43879,
2624,
11,
513,
11,
1802,
828,
1058,
22208,
5218,
362,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
3623,
796,
2142,
2983,
7,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1058,
22649,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1058,
1930,
5218,
43720,
7,
18,
11,
1802,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1058,
626,
5218,
43720,
7,
43879,
2624,
11,
513,
11,
1802,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1058,
22208,
5218,
43720,
7,
3064,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1058,
29510,
5218,
43720,
7,
3064,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1058,
9288,
5218,
352,
11,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1058,
22208,
17,
5218,
27845,
7,
17,
11,
1802,
828,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
1267,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
288,
30300,
796,
2769,
30073,
7,
36020,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
3623,
84,
796,
2769,
30073,
7,
22649,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
288,
30300,
13,
1930,
1635,
28,
334,
1,
76,
1,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
288,
30300,
13,
626,
1635,
28,
334,
1,
13276,
14,
82,
1,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
288,
30300,
13,
22208,
1635,
28,
334,
1,
10025,
1,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
3623,
84,
13,
1930,
1635,
28,
334,
1,
76,
1,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
3623,
84,
13,
626,
1635,
28,
334,
1,
13276,
14,
82,
1,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
3623,
84,
13,
22208,
1635,
28,
334,
1,
10025,
1,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
3623,
84,
13,
22208,
17,
1635,
28,
334,
1,
10025,
1,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
3623,
84,
13,
29510,
1635,
28,
334,
1,
42,
1,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
329,
357,
36020,
11,
3623,
8,
287,
19974,
26933,
36020,
11,
288,
30300,
4357,
685,
22649,
11,
3623,
84,
12962,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
31396,
796,
2142,
1548,
36307,
7,
36020,
11,
3623,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2471,
796,
31396,
13,
439,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
279,
796,
2142,
2983,
7,
499,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
1612,
1930,
7,
36020,
8,
6624,
1612,
7,
36020,
13,
1930,
26,
5391,
82,
28,
17,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
1612,
1930,
7,
36020,
26,
2347,
6551,
276,
28,
9562,
8,
6624,
1612,
7,
36020,
13,
1930,
26,
5391,
82,
28,
17,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
1612,
1930,
7,
22649,
8,
15139,
230,
2160,
7,
22649,
13,
1930,
764,
9,
3623,
13,
22208,
17020,
5391,
82,
28,
17,
8,
1220,
2160,
7,
22649,
13,
22208,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
1612,
1930,
7,
22649,
26,
2347,
6551,
276,
28,
9562,
8,
6624,
1612,
7,
22649,
13,
1930,
26,
5391,
82,
28,
17,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
1612,
1930,
7,
499,
8,
15139,
230,
1612,
1930,
7,
79,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
1612,
22930,
7,
36020,
11,
1058,
1930,
8,
6624,
1612,
7,
36020,
13,
1930,
26,
5391,
82,
28,
17,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
1612,
22930,
7,
22649,
11,
1058,
1930,
26,
2347,
22930,
28,
25,
22208,
17,
8,
6624,
1612,
7,
22649,
13,
1930,
26,
5391,
82,
28,
17,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
1612,
22930,
7,
22649,
11,
1058,
29510,
8,
15139,
230,
2160,
7,
22649,
13,
29510,
764,
9,
3623,
13,
22208,
8,
1220,
2160,
7,
22649,
13,
22208,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
1612,
22930,
7,
22649,
11,
1058,
29510,
26,
2347,
6551,
276,
28,
9562,
8,
6624,
1612,
7,
22649,
13,
29510,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
1612,
22930,
7,
22649,
11,
1058,
29510,
26,
2347,
22930,
28,
25,
22208,
17,
8,
6624,
1612,
7,
22649,
13,
29510,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
1612,
22930,
7,
36020,
11,
1058,
22208,
8,
6624,
288,
76,
13,
22208,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
1612,
22930,
7,
36020,
11,
1058,
22208,
26,
2347,
6551,
276,
28,
9562,
8,
6624,
288,
76,
13,
22208,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
1612,
22930,
7,
22649,
11,
1058,
9288,
8,
6624,
3623,
13,
9288,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
1612,
22930,
7,
22649,
11,
1058,
22208,
17,
8,
6624,
3623,
13,
22208,
17,
58,
16,
60,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
1612,
22930,
7,
22649,
11,
1058,
22208,
17,
26,
2347,
6551,
276,
28,
9562,
8,
6624,
3623,
13,
22208,
17,
58,
16,
60,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
1612,
22930,
7,
22649,
11,
1058,
22208,
17,
26,
2347,
22930,
28,
25,
22208,
17,
8,
6624,
3623,
13,
22208,
17,
58,
16,
60,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
1612,
22930,
7,
499,
11,
1058,
22208,
8,
15139,
230,
1612,
626,
7,
79,
11,
1058,
22208,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
1612,
626,
7,
36020,
8,
6624,
1612,
7,
36020,
13,
626,
26,
5391,
82,
28,
17,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
1612,
626,
7,
36020,
26,
2347,
6551,
276,
28,
9562,
8,
6624,
1612,
7,
36020,
13,
626,
26,
5391,
82,
28,
17,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
1612,
626,
7,
22649,
8,
15139,
230,
2160,
7,
22649,
13,
626,
764,
9,
3623,
13,
22208,
17020,
5391,
82,
28,
17,
8,
1220,
2160,
7,
22649,
13,
22208,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
1612,
626,
7,
22649,
26,
2347,
6551,
276,
28,
9562,
8,
6624,
1612,
7,
22649,
13,
626,
26,
5391,
82,
28,
17,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
1612,
626,
7,
499,
8,
15139,
230,
1612,
626,
7,
79,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
264,
931,
1773,
7,
36020,
11,
1058,
1930,
8,
6624,
2160,
7,
36020,
13,
1930,
26,
5391,
82,
28,
17,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
264,
931,
1773,
7,
22649,
11,
1058,
1930,
8,
6624,
2160,
7,
22649,
13,
1930,
26,
5391,
82,
28,
17,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
264,
931,
1773,
7,
36020,
11,
1058,
22208,
8,
6624,
16932,
13,
3911,
1548,
62,
17618,
7,
36020,
8,
1635,
288,
76,
13,
22208,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
264,
931,
1773,
7,
22649,
11,
1058,
22208,
17,
8,
6624,
2160,
7,
22649,
13,
22208,
17,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
264,
931,
1773,
7,
499,
11,
1058,
1930,
8,
6624,
264,
931,
1773,
7,
79,
11,
1058,
1930,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
3550,
32542,
7,
36020,
26,
3550,
32542,
22930,
28,
25,
73,
8,
6624,
3550,
32542,
7,
36020,
13,
1930,
11,
288,
76,
13,
626,
11,
288,
76,
13,
22208,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
3550,
32542,
83,
313,
7,
36020,
26,
3550,
32542,
22930,
28,
25,
73,
8,
6624,
3550,
32542,
83,
313,
7,
36020,
13,
1930,
11,
288,
76,
13,
626,
11,
288,
76,
13,
22208,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
3550,
32542,
83,
313,
62,
31284,
7,
36020,
26,
3550,
32542,
22930,
28,
25,
73,
8,
6624,
3550,
32542,
83,
313,
62,
31284,
7,
36020,
13,
1930,
11,
288,
76,
13,
626,
11,
288,
76,
13,
22208,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
288,
76,
13,
73,
796,
3550,
32542,
7,
36020,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
3550,
32542,
7,
36020,
26,
3550,
32542,
22930,
28,
25,
73,
8,
15139,
230,
3550,
32542,
7,
36020,
13,
1930,
11,
288,
76,
13,
626,
11,
288,
76,
13,
22208,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
3550,
32542,
83,
313,
7,
36020,
26,
3550,
32542,
22930,
28,
25,
73,
8,
15139,
230,
3550,
32542,
83,
313,
7,
36020,
13,
1930,
11,
288,
76,
13,
626,
11,
288,
76,
13,
22208,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
3550,
32542,
83,
313,
62,
31284,
7,
36020,
26,
3550,
32542,
22930,
28,
25,
73,
8,
15139,
230,
3550,
32542,
83,
313,
62,
31284,
7,
36020,
13,
1930,
11,
288,
76,
13,
626,
11,
288,
76,
13,
22208,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
3550,
32542,
7,
22649,
26,
3550,
32542,
22930,
28,
25,
73,
8,
6624,
3550,
32542,
7,
22649,
13,
1930,
11,
3623,
13,
626,
11,
3623,
13,
22208,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
3550,
32542,
83,
313,
7,
22649,
26,
3550,
32542,
22930,
28,
25,
73,
8,
6624,
3550,
32542,
83,
313,
7,
22649,
13,
1930,
11,
3623,
13,
626,
11,
3623,
13,
22208,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
3550,
32542,
83,
313,
62,
31284,
7,
22649,
26,
3550,
32542,
22930,
28,
25,
73,
8,
6624,
3550,
32542,
83,
313,
62,
31284,
7,
22649,
13,
1930,
11,
3623,
13,
626,
11,
3623,
13,
22208,
8,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
8159,
796,
362,
1635,
288,
76,
13,
1930,
58,
45299,
352,
60,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
11555,
47103,
796,
362,
1635,
288,
76,
13,
626,
58,
45299,
352,
60,
628,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
329,
25439,
287,
685,
648,
32542,
11,
3550,
32542,
83,
313,
11,
3550,
32542,
83,
313,
62,
31284,
60,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
25439,
7,
22649,
26,
8159,
8,
6624,
25439,
7,
22649,
13,
1930,
11,
3623,
13,
626,
11,
3623,
13,
22208,
26,
8159,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
25439,
7,
22649,
26,
11555,
47103,
8,
6624,
25439,
7,
22649,
13,
1930,
11,
3623,
13,
626,
11,
3623,
13,
22208,
26,
11555,
47103,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
2488,
9288,
25439,
7,
22649,
26,
8159,
11,
11555,
47103,
8,
6624,
25439,
7,
22649,
13,
1930,
11,
3623,
13,
626,
11,
3623,
13,
22208,
26,
8159,
11,
11555,
47103,
8,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
220,
220,
220,
220,
886,
198,
220,
220,
220,
886,
198,
437,
198
] | 1.752604 | 38,117 |
# # Instructions for Assignment06
#
# ## Introduction
#
# Note: this file is runnable in its current state,
# but is incomplete.
# You can run the file from the command line,
# or use the VS Code julia extension to run individual lines.
## To view additional instructions for this assignment, #jl
## see https://wellesley-bisc195.github.io/BISC195.jl/stable/Assignments/assignment06 #jl
## To view a rendered version of this document, #jl
## see https://wellesley-bisc195.github.io/BISC195.jl/stable/Assignments/assignment06_code #jl
# ## Question 1 - Reading FASTA files
#
# A common way to interact with biological sequence data
# is in a format called [`FASTA`](https://en.wikipedia.org/wiki/FASTA_format).
# This is a very simple format, where each "record" (sequence) contains:
#
# 1. A "header" line, always starting with `>`, that contains a description of the sequence
# 2. The sequence, which can be split across multiple lines
#
# For example, in the `data/` directory of this assignment,
# there is a file called `cov2_genomes.fasta`,
# which contains some genome sequences of Sars-CoV2
# isolated from humans early in the pandemic.
# Use the shell to take a look at the first 10 lines (`head`)
# of the file.
#
# Now, let's work on building a julia function
# to help us use this file.
"""
count_records(path)
Given a path to a `fasta` file,
counts and returns the number of records it contains.
Example
≡≡≡≡≡≡≡≡≡
julia> count_records("data/cov2_genomes.fasta")
10
"""
function count_records(path)
## Your code here.
end
# Hint - If you're having trouble, the easiest thing to do
# is probably to count lines that start with `>`.
# ## Question 2 - Split the headers
#
# It's nice to know the number of records the file contains,
# but it's more useful to actually be able to read and store
# those records.
#
# Let's look again at the headers for these sequences.
# This can be accomplished from the terminal using `grep`.
# The simplest way to use `grep` is with 2 arguments -
# the first argument specifies a pattern to look for,
# and the second is the path to a file (or group of files).
#
# `grep` will then print to the screen all of the lines
# from the file that match that pattern.
# To see all of the header lines, for example,
#
# ```sh
# $ grep '>' data/cov2_genomes.fasta
# ```
#
# Each header has 3 components, separated by `|`
# Write a function that divides the header
# into these 3 components, and returns them as a tuple.
"""
fasta_header(header)
Divides a fasta header into its component parts,
removing any leading or trailing spaces.
Example
≡≡≡≡≡≡≡≡≡
julia> fasta_header(">M0002 |China|Homo sapiens")
("M0002", "China", "Homo sapiens")
julia> fasta_header("AAATTC")
Error: Invalid header (headers must start with '>')
julia> fasta_header(">Another sequence")
("Another sequence",)
julia> fasta_header(">headers| can | have| any number | of | info blocks")
("headers", "can", "have", "any number", "of", "info blocks")
"""
function fasta_header(header)
startswith(header, '>') || error("Invalid header (headers must start with '>')")
## Your code here
end
# A couple of things to note about this function if you're strugling:
#
# 1. Notice that, even though each header must start with a `>`,
# the first item in the returned Tuple should not
# 2. The return item should always be a Tuple, even if there's only 1 item
# 3. The `split()` function can divide a `String` by a delimeter.
# 4. You may need to do some searching on the internet.
# ## Question 3 - parse the file
#
# Alright - let's actually parse the file.
# For now, the easiest thing to do
# is to return two vectors,
# one containing the parsed identifiers as tuples,
# and one containing the sequences as strings.
#
# One thing to keep in mind
# is that the sequences in a fasta file
# can be spread out over multiple lines,
# but they'll be much easier to work with as a single string,
# so your function should have a way to join multiple lines
# (remember the `join()` function?).
#
# I've included a few example files in the "data" directory
# with some example files to test your functions on.
# The examples in the docstring below
# assume that your working directory is the assignment directory.
"""
function parse_fasta(path)
Reads a fasta-formated file and returns 2 vectors,
one containing parsed headers,
the other containing the entire sequence as a `String`.
Note: function does not validate DNA sequences for correctness.
Example
≡≡≡≡≡≡≡≡≡
julia> ex1 = parse_fasta("data/ex1.fasta");
julia> ex1 isa Tuple
true
julia> ex1[1]
2-element Array{Tuple{String,String},1}:
("ex1.1", "easy")
("ex1.2", "multiline")
julia> ex1[2]
2-element Array{String,1}:
"AATTATAGC"
"CGCCCCCCAGTCGGATT"
julia> ex2 = parse_fasta("data/ex2.fasta");
julia> ex2[1]
4-element Array{Tuple{String,String},1}:
("ex2.1", "oneper")
("ex2.2", "wrong")
("ex2.3", "wronger")
("ex2.4", "wrongest")
julia> ex2[2]
4-element Array{String,1}:
"ATCCGT"
"ATCGTGGaact"
"ATCGTGGaact"
"this isn't a dna string,but parse it anyway"
"""
function parse_fasta(path)
## Think through the components you need
## Does it make sense to define any containers at the beginning?
## How will you loop through the file?
## What do you need to get from each line?
end
# Tips:
#
# 1. Build the function in parts
# - first, see if you can build the vector of headers,
# ignoring the sequences
# - next, see if you can collect the sequences,
# even if they're not joined together properly
# 2. Work on pieces of the function in the REPL.
# Make sure each expression does what you think it does.
#
# For example, if you make a `for` loop to go through each line of the file,
# add `@info` statements to check the value of each variable
# in each loop.
# ## Question 4 - Sequence Statistics
#
# We now have most of the pieces necessary to get some summary statistics
# of CoV2 genomes.
# Note: You may want to grab some code from previous assignments.
#
# Calculate the mean sequence length and standard deviation
# of the CoV2 geneomes in `data/cov2_genomes.fasta`.
## helper code goes here
mean_cov2_length = 0.0
std_cov2_length = 0.0
# Calculate the mean and standard deviation of GC content
# of the CoV2 genomes in `data/cov2_genomes.fasta`.
# GC content should be a number between 0 and 1.
# Note: if you already parsed the fasta file above
# and assigned the results to variables,
# there's no need to re-parse it.
## helper code goes here
mean_cov2_gc = 0.0
std_cov2_gc = 0.0
# ## Bonus Question
#
# Write a function that will read any proper fasta file
# and returns a tuple with the mean and standard deviation
# of the sequence length and gc content.
| [
2,
1303,
27759,
329,
50144,
3312,
198,
2,
198,
2,
22492,
22395,
198,
2,
220,
198,
2,
5740,
25,
428,
2393,
318,
1057,
77,
540,
287,
663,
1459,
1181,
11,
198,
2,
475,
318,
17503,
13,
198,
2,
921,
460,
1057,
262,
2393,
422,
262,
3141,
1627,
11,
198,
2,
393,
779,
262,
22269,
6127,
474,
43640,
7552,
284,
1057,
1981,
3951,
13,
198,
198,
2235,
1675,
1570,
3224,
7729,
329,
428,
16237,
11,
1303,
20362,
198,
2235,
766,
3740,
1378,
4053,
49048,
12,
65,
2304,
22186,
13,
12567,
13,
952,
14,
33,
37719,
22186,
13,
20362,
14,
31284,
14,
8021,
570,
902,
14,
562,
16747,
3312,
1303,
20362,
198,
198,
2235,
1675,
1570,
257,
15111,
2196,
286,
428,
3188,
11,
1303,
20362,
198,
2235,
766,
3740,
1378,
4053,
49048,
12,
65,
2304,
22186,
13,
12567,
13,
952,
14,
33,
37719,
22186,
13,
20362,
14,
31284,
14,
8021,
570,
902,
14,
562,
16747,
3312,
62,
8189,
1303,
20362,
198,
198,
2,
22492,
18233,
352,
532,
11725,
376,
1921,
5603,
3696,
198,
2,
220,
198,
2,
317,
2219,
835,
284,
9427,
351,
10685,
8379,
1366,
198,
2,
318,
287,
257,
5794,
1444,
685,
63,
37,
1921,
5603,
63,
16151,
5450,
1378,
268,
13,
31266,
13,
2398,
14,
15466,
14,
37,
1921,
5603,
62,
18982,
737,
198,
2,
770,
318,
257,
845,
2829,
5794,
11,
810,
1123,
366,
22105,
1,
357,
43167,
8,
4909,
25,
198,
2,
220,
198,
2,
352,
13,
317,
366,
25677,
1,
1627,
11,
1464,
3599,
351,
4600,
29,
47671,
326,
4909,
257,
6764,
286,
262,
8379,
198,
2,
362,
13,
383,
8379,
11,
543,
460,
307,
6626,
1973,
3294,
3951,
198,
2,
220,
198,
2,
1114,
1672,
11,
287,
262,
4600,
7890,
14,
63,
8619,
286,
428,
16237,
11,
198,
2,
612,
318,
257,
2393,
1444,
4600,
66,
709,
17,
62,
5235,
2586,
13,
7217,
64,
47671,
198,
2,
543,
4909,
617,
19270,
16311,
286,
311,
945,
12,
7222,
53,
17,
198,
2,
11557,
422,
5384,
1903,
287,
262,
19798,
5314,
13,
198,
2,
5765,
262,
7582,
284,
1011,
257,
804,
379,
262,
717,
838,
3951,
357,
63,
2256,
63,
8,
198,
2,
286,
262,
2393,
13,
198,
2,
220,
198,
2,
2735,
11,
1309,
338,
670,
319,
2615,
257,
474,
43640,
2163,
198,
2,
284,
1037,
514,
779,
428,
2393,
13,
198,
198,
37811,
198,
220,
220,
220,
954,
62,
8344,
3669,
7,
6978,
8,
198,
198,
15056,
257,
3108,
284,
257,
4600,
7217,
64,
63,
2393,
11,
198,
9127,
82,
290,
5860,
262,
1271,
286,
4406,
340,
4909,
13,
198,
198,
16281,
198,
35705,
94,
35705,
94,
35705,
94,
35705,
94,
35705,
94,
35705,
94,
35705,
94,
35705,
94,
35705,
94,
198,
220,
220,
220,
474,
43640,
29,
954,
62,
8344,
3669,
7203,
7890,
14,
66,
709,
17,
62,
5235,
2586,
13,
7217,
64,
4943,
198,
220,
220,
220,
838,
198,
37811,
198,
8818,
954,
62,
8344,
3669,
7,
6978,
8,
198,
220,
220,
220,
22492,
3406,
2438,
994,
13,
198,
437,
198,
198,
2,
367,
600,
532,
1002,
345,
821,
1719,
5876,
11,
262,
16638,
1517,
284,
466,
198,
2,
318,
2192,
284,
954,
3951,
326,
923,
351,
4600,
29,
44646,
198,
198,
2,
22492,
18233,
362,
532,
27758,
262,
24697,
198,
2,
220,
198,
2,
632,
338,
3621,
284,
760,
262,
1271,
286,
4406,
262,
2393,
4909,
11,
198,
2,
475,
340,
338,
517,
4465,
284,
1682,
307,
1498,
284,
1100,
290,
3650,
198,
2,
883,
4406,
13,
198,
2,
220,
198,
2,
3914,
338,
804,
757,
379,
262,
24697,
329,
777,
16311,
13,
198,
2,
770,
460,
307,
13013,
422,
262,
12094,
1262,
4600,
70,
7856,
44646,
198,
2,
383,
24043,
835,
284,
779,
4600,
70,
7856,
63,
318,
351,
362,
7159,
532,
198,
2,
262,
717,
4578,
26052,
257,
3912,
284,
804,
329,
11,
198,
2,
290,
262,
1218,
318,
262,
3108,
284,
257,
2393,
357,
273,
1448,
286,
3696,
737,
198,
2,
220,
198,
2,
4600,
70,
7856,
63,
481,
788,
3601,
284,
262,
3159,
477,
286,
262,
3951,
198,
2,
422,
262,
2393,
326,
2872,
326,
3912,
13,
198,
2,
1675,
766,
477,
286,
262,
13639,
3951,
11,
329,
1672,
11,
198,
2,
220,
198,
2,
7559,
63,
1477,
198,
2,
720,
42717,
705,
29,
6,
1366,
14,
66,
709,
17,
62,
5235,
2586,
13,
7217,
64,
198,
2,
7559,
63,
198,
2,
220,
198,
2,
5501,
13639,
468,
513,
6805,
11,
11266,
416,
4600,
91,
63,
198,
2,
19430,
257,
2163,
326,
36319,
262,
13639,
198,
2,
656,
777,
513,
6805,
11,
290,
5860,
606,
355,
257,
46545,
13,
198,
198,
37811,
198,
220,
220,
220,
3049,
64,
62,
25677,
7,
25677,
8,
198,
198,
24095,
1460,
257,
3049,
64,
13639,
656,
663,
7515,
3354,
11,
198,
2787,
5165,
597,
3756,
393,
25462,
9029,
13,
198,
198,
16281,
198,
35705,
94,
35705,
94,
35705,
94,
35705,
94,
35705,
94,
35705,
94,
35705,
94,
35705,
94,
35705,
94,
198,
220,
220,
220,
474,
43640,
29,
3049,
64,
62,
25677,
7,
5320,
44,
34215,
930,
14581,
91,
39,
17902,
31841,
10465,
4943,
198,
220,
220,
220,
5855,
44,
34215,
1600,
366,
14581,
1600,
366,
39,
17902,
31841,
10465,
4943,
628,
220,
220,
220,
474,
43640,
29,
3049,
64,
62,
25677,
7203,
3838,
1404,
4825,
4943,
198,
220,
220,
220,
13047,
25,
17665,
13639,
357,
50145,
1276,
923,
351,
705,
29,
11537,
628,
220,
220,
220,
474,
43640,
29,
3049,
64,
62,
25677,
7,
5320,
6610,
8379,
4943,
198,
220,
220,
220,
5855,
6610,
8379,
1600,
8,
628,
220,
220,
220,
474,
43640,
29,
3049,
64,
62,
25677,
7,
5320,
50145,
91,
460,
930,
423,
91,
597,
1271,
930,
286,
930,
7508,
7021,
4943,
198,
220,
220,
220,
5855,
50145,
1600,
366,
5171,
1600,
366,
14150,
1600,
366,
1092,
1271,
1600,
366,
1659,
1600,
366,
10951,
7021,
4943,
198,
37811,
198,
8818,
3049,
64,
62,
25677,
7,
25677,
8,
198,
220,
220,
220,
923,
2032,
342,
7,
25677,
11,
705,
29,
11537,
8614,
4049,
7203,
44651,
13639,
357,
50145,
1276,
923,
351,
705,
29,
11537,
4943,
628,
220,
220,
220,
22492,
3406,
2438,
994,
198,
437,
198,
198,
2,
317,
3155,
286,
1243,
284,
3465,
546,
428,
2163,
611,
345,
821,
336,
2143,
1359,
25,
198,
2,
220,
198,
2,
352,
13,
17641,
326,
11,
772,
996,
1123,
13639,
1276,
923,
351,
257,
4600,
29,
47671,
198,
2,
220,
220,
220,
262,
717,
2378,
287,
262,
4504,
309,
29291,
815,
407,
198,
2,
362,
13,
383,
1441,
2378,
815,
1464,
307,
257,
309,
29291,
11,
772,
611,
612,
338,
691,
352,
2378,
198,
2,
513,
13,
383,
4600,
35312,
3419,
63,
2163,
460,
14083,
257,
4600,
10100,
63,
416,
257,
1619,
16912,
13,
198,
2,
604,
13,
921,
743,
761,
284,
466,
617,
10342,
319,
262,
5230,
13,
198,
198,
2,
22492,
18233,
513,
532,
21136,
262,
2393,
198,
2,
220,
198,
2,
40967,
532,
1309,
338,
1682,
21136,
262,
2393,
13,
198,
2,
1114,
783,
11,
262,
16638,
1517,
284,
466,
198,
2,
318,
284,
1441,
734,
30104,
11,
220,
198,
2,
530,
7268,
262,
44267,
42814,
355,
12777,
2374,
11,
198,
2,
290,
530,
7268,
262,
16311,
355,
13042,
13,
198,
2,
220,
198,
2,
1881,
1517,
284,
1394,
287,
2000,
198,
2,
318,
326,
262,
16311,
287,
257,
3049,
64,
2393,
198,
2,
460,
307,
4104,
503,
625,
3294,
3951,
11,
198,
2,
475,
484,
1183,
307,
881,
4577,
284,
670,
351,
355,
257,
2060,
4731,
11,
198,
2,
523,
534,
2163,
815,
423,
257,
835,
284,
4654,
3294,
3951,
198,
2,
357,
38947,
262,
4600,
22179,
3419,
63,
2163,
29865,
198,
2,
220,
198,
2,
314,
1053,
3017,
257,
1178,
1672,
3696,
287,
262,
366,
7890,
1,
8619,
198,
2,
351,
617,
1672,
3696,
284,
1332,
534,
5499,
319,
13,
198,
2,
383,
6096,
287,
262,
2205,
8841,
2174,
198,
2,
7048,
326,
534,
1762,
8619,
318,
262,
16237,
8619,
13,
198,
198,
37811,
198,
220,
220,
220,
2163,
21136,
62,
7217,
64,
7,
6978,
8,
198,
198,
5569,
82,
257,
3049,
64,
12,
687,
515,
2393,
290,
5860,
362,
30104,
11,
198,
505,
7268,
44267,
24697,
11,
198,
1169,
584,
7268,
262,
2104,
8379,
355,
257,
4600,
10100,
44646,
198,
198,
6425,
25,
2163,
857,
407,
26571,
7446,
16311,
329,
29409,
13,
198,
198,
16281,
198,
35705,
94,
35705,
94,
35705,
94,
35705,
94,
35705,
94,
35705,
94,
35705,
94,
35705,
94,
35705,
94,
198,
220,
220,
220,
474,
43640,
29,
409,
16,
796,
21136,
62,
7217,
64,
7203,
7890,
14,
1069,
16,
13,
7217,
64,
15341,
628,
220,
220,
220,
474,
43640,
29,
409,
16,
318,
64,
309,
29291,
198,
220,
220,
220,
2081,
628,
220,
220,
220,
474,
43640,
29,
409,
16,
58,
16,
60,
198,
220,
220,
220,
362,
12,
30854,
15690,
90,
51,
29291,
90,
10100,
11,
10100,
5512,
16,
38362,
198,
220,
220,
220,
220,
220,
5855,
1069,
16,
13,
16,
1600,
366,
38171,
4943,
198,
220,
220,
220,
220,
220,
5855,
1069,
16,
13,
17,
1600,
366,
16680,
346,
500,
4943,
628,
220,
220,
220,
474,
43640,
29,
409,
16,
58,
17,
60,
198,
220,
220,
220,
362,
12,
30854,
15690,
90,
10100,
11,
16,
38362,
198,
220,
220,
220,
366,
32,
17139,
1404,
4760,
34,
1,
198,
220,
220,
220,
366,
39816,
4093,
4093,
4093,
4760,
4825,
11190,
17139,
1,
628,
220,
220,
220,
474,
43640,
29,
409,
17,
796,
21136,
62,
7217,
64,
7203,
7890,
14,
1069,
17,
13,
7217,
64,
15341,
628,
220,
220,
220,
474,
43640,
29,
409,
17,
58,
16,
60,
198,
220,
220,
220,
604,
12,
30854,
15690,
90,
51,
29291,
90,
10100,
11,
10100,
5512,
16,
38362,
198,
220,
220,
220,
220,
220,
5855,
1069,
17,
13,
16,
1600,
366,
505,
525,
4943,
198,
220,
220,
220,
220,
220,
5855,
1069,
17,
13,
17,
1600,
366,
36460,
4943,
198,
220,
220,
220,
220,
220,
5855,
1069,
17,
13,
18,
1600,
366,
36460,
263,
4943,
198,
220,
220,
220,
220,
220,
5855,
1069,
17,
13,
19,
1600,
366,
36460,
395,
4943,
198,
220,
220,
220,
220,
198,
220,
220,
220,
474,
43640,
29,
409,
17,
58,
17,
60,
198,
220,
220,
220,
604,
12,
30854,
15690,
90,
10100,
11,
16,
38362,
198,
220,
220,
220,
220,
220,
366,
1404,
4093,
19555,
1,
198,
220,
220,
220,
220,
220,
366,
1404,
34,
19555,
11190,
64,
529,
1,
198,
220,
220,
220,
220,
220,
366,
1404,
34,
19555,
11190,
64,
529,
1,
198,
220,
220,
220,
220,
220,
366,
5661,
2125,
470,
257,
288,
2616,
4731,
11,
4360,
21136,
340,
6949,
1,
198,
37811,
198,
8818,
21136,
62,
7217,
64,
7,
6978,
8,
198,
220,
220,
220,
22492,
11382,
832,
262,
6805,
345,
761,
198,
220,
220,
220,
22492,
8314,
340,
787,
2565,
284,
8160,
597,
16472,
379,
262,
3726,
30,
198,
220,
220,
220,
22492,
1374,
481,
345,
9052,
832,
262,
2393,
30,
198,
220,
220,
220,
22492,
1867,
466,
345,
761,
284,
651,
422,
1123,
1627,
30,
198,
437,
198,
198,
2,
27558,
25,
198,
2,
220,
198,
2,
352,
13,
10934,
262,
2163,
287,
3354,
198,
2,
220,
220,
220,
532,
717,
11,
766,
611,
345,
460,
1382,
262,
15879,
286,
24697,
11,
198,
2,
220,
220,
220,
220,
220,
15482,
262,
16311,
198,
2,
220,
220,
220,
532,
1306,
11,
766,
611,
345,
460,
2824,
262,
16311,
11,
198,
2,
220,
220,
220,
220,
220,
772,
611,
484,
821,
407,
5399,
1978,
6105,
198,
2,
362,
13,
5521,
319,
5207,
286,
262,
2163,
287,
262,
45285,
13,
198,
2,
220,
220,
220,
6889,
1654,
1123,
5408,
857,
644,
345,
892,
340,
857,
13,
198,
2,
220,
220,
220,
220,
198,
2,
220,
220,
220,
1114,
1672,
11,
611,
345,
787,
257,
4600,
1640,
63,
9052,
284,
467,
832,
1123,
1627,
286,
262,
2393,
11,
198,
2,
220,
220,
220,
751,
4600,
31,
10951,
63,
6299,
284,
2198,
262,
1988,
286,
1123,
7885,
198,
2,
220,
220,
220,
287,
1123,
9052,
13,
198,
198,
2,
22492,
18233,
604,
532,
45835,
14370,
198,
2,
220,
198,
2,
775,
783,
423,
749,
286,
262,
5207,
3306,
284,
651,
617,
10638,
7869,
198,
2,
286,
1766,
53,
17,
42136,
13,
198,
2,
5740,
25,
921,
743,
765,
284,
5552,
617,
2438,
422,
2180,
25815,
13,
198,
2,
198,
2,
27131,
378,
262,
1612,
8379,
4129,
290,
3210,
28833,
198,
2,
286,
262,
1766,
53,
17,
9779,
2586,
287,
4600,
7890,
14,
66,
709,
17,
62,
5235,
2586,
13,
7217,
64,
44646,
198,
198,
2235,
31904,
2438,
2925,
994,
198,
198,
32604,
62,
66,
709,
17,
62,
13664,
796,
657,
13,
15,
198,
19282,
62,
66,
709,
17,
62,
13664,
796,
657,
13,
15,
198,
198,
2,
27131,
378,
262,
1612,
290,
3210,
28833,
286,
20145,
2695,
198,
2,
286,
262,
1766,
53,
17,
42136,
287,
4600,
7890,
14,
66,
709,
17,
62,
5235,
2586,
13,
7217,
64,
44646,
198,
2,
20145,
2695,
815,
307,
257,
1271,
1022,
657,
290,
352,
13,
198,
2,
5740,
25,
611,
345,
1541,
44267,
262,
3049,
64,
2393,
2029,
198,
2,
290,
8686,
262,
2482,
284,
9633,
11,
198,
2,
612,
338,
645,
761,
284,
302,
12,
29572,
340,
13,
198,
198,
2235,
31904,
2438,
2925,
994,
198,
198,
32604,
62,
66,
709,
17,
62,
36484,
796,
657,
13,
15,
198,
19282,
62,
66,
709,
17,
62,
36484,
796,
657,
13,
15,
198,
198,
2,
22492,
18770,
18233,
198,
2,
220,
198,
2,
19430,
257,
2163,
326,
481,
1100,
597,
1774,
3049,
64,
2393,
198,
2,
290,
5860,
257,
46545,
351,
262,
1612,
290,
3210,
28833,
198,
2,
286,
262,
8379,
4129,
290,
308,
66,
2695,
13,
198
] | 3.042347 | 2,267 |
<gh_stars>0
using Test, Pkg
using MPI
if haskey(Pkg.installed(), "CuArrays")
using CuArrays
ArrayType = CuArray
else
ArrayType = Array
end
MPI.Init()
comm = MPI.COMM_WORLD
size = MPI.Comm_size(comm)
rank = MPI.Comm_rank(comm)
for T in Base.uniontypes(MPI.MPIDatatype)
# Allocating version
a = ArrayType(fill(T(rank), size))
b = MPI.Alltoall(a, 1, comm)
@test b isa ArrayType{T}
@test b == ArrayType{T}(0:size-1)
# Non Allocating version
a = ArrayType(fill(T(rank),size))
b = ArrayType{T}(undef, size*1)
MPI.Alltoall!(a, b, 1, comm)
@test b == ArrayType{T}(0:size-1)
# IN_PLACE version
a = ArrayType{T}(fill(T(rank),size))
MPI.Alltoall!(MPI.IN_PLACE, a, 1, comm)
@test a == ArrayType{T}(0:size-1)
end
MPI.Finalize()
@test MPI.Finalized()
| [
27,
456,
62,
30783,
29,
15,
198,
3500,
6208,
11,
350,
10025,
198,
3500,
4904,
40,
198,
198,
361,
468,
2539,
7,
47,
10025,
13,
37050,
22784,
366,
46141,
3163,
20477,
4943,
198,
220,
220,
220,
1262,
14496,
3163,
20477,
198,
220,
220,
220,
15690,
6030,
796,
14496,
19182,
198,
17772,
198,
220,
220,
220,
15690,
6030,
796,
15690,
198,
437,
198,
198,
7378,
40,
13,
31768,
3419,
198,
198,
9503,
796,
4904,
40,
13,
9858,
44,
62,
45359,
11163,
198,
7857,
796,
4904,
40,
13,
6935,
62,
7857,
7,
9503,
8,
198,
43027,
796,
4904,
40,
13,
6935,
62,
43027,
7,
9503,
8,
198,
198,
1640,
309,
287,
7308,
13,
24592,
19199,
7,
7378,
40,
13,
7378,
2389,
265,
265,
2981,
8,
628,
220,
220,
220,
1303,
1439,
27123,
2196,
198,
220,
220,
220,
257,
796,
15690,
6030,
7,
20797,
7,
51,
7,
43027,
828,
2546,
4008,
198,
220,
220,
220,
275,
796,
4904,
40,
13,
3237,
1462,
439,
7,
64,
11,
352,
11,
725,
8,
198,
220,
220,
220,
2488,
9288,
275,
318,
64,
15690,
6030,
90,
51,
92,
198,
220,
220,
220,
2488,
9288,
275,
6624,
15690,
6030,
90,
51,
92,
7,
15,
25,
7857,
12,
16,
8,
628,
220,
220,
220,
1303,
8504,
1439,
27123,
2196,
198,
220,
220,
220,
257,
796,
15690,
6030,
7,
20797,
7,
51,
7,
43027,
828,
7857,
4008,
198,
220,
220,
220,
275,
796,
15690,
6030,
90,
51,
92,
7,
917,
891,
11,
2546,
9,
16,
8,
198,
220,
220,
220,
4904,
40,
13,
3237,
1462,
439,
0,
7,
64,
11,
275,
11,
352,
11,
725,
8,
198,
220,
220,
220,
2488,
9288,
275,
6624,
15690,
6030,
90,
51,
92,
7,
15,
25,
7857,
12,
16,
8,
628,
220,
220,
220,
1303,
3268,
62,
6489,
11598,
2196,
198,
220,
220,
220,
257,
796,
15690,
6030,
90,
51,
92,
7,
20797,
7,
51,
7,
43027,
828,
7857,
4008,
198,
220,
220,
220,
4904,
40,
13,
3237,
1462,
439,
0,
7,
7378,
40,
13,
1268,
62,
6489,
11598,
11,
257,
11,
352,
11,
725,
8,
198,
220,
220,
220,
2488,
9288,
257,
6624,
15690,
6030,
90,
51,
92,
7,
15,
25,
7857,
12,
16,
8,
198,
437,
198,
198,
7378,
40,
13,
19006,
1096,
3419,
198,
31,
9288,
4904,
40,
13,
19006,
1143,
3419,
198
] | 2.128272 | 382 |
<reponame>rcalxrc08/FinancialFFT.jl
#TODO: CHANGE NAME
function pricer(mcProcess::FinancialMonteCarlo.BaseProcess, zero_rate::FinancialMonteCarlo.AbstractZeroRateCurve, method::LewisMethod, abstractPayoff::FinancialMonteCarlo.EuropeanOption, ::FinancialMonteCarlo.CudaMode)
T = abstractPayoff.T
K = abstractPayoff.K
A = method.A
N = method.N
S0 = mcProcess.underlying.S0
r = FinancialMonteCarlo.integral(zero_rate.r, T) / T
d = FinancialMonteCarlo.integral(FinancialMonteCarlo.dividend(mcProcess), T) / T
cf = FinancialFFT.CharactheristicFunction(mcProcess, T)
corr = FinancialFFT.CharactheristicExponent(-1im, mcProcess, T)
CharFunc(v) = cf(v) * exp(-v * 1im * corr)
x__ = log(S0 / K) + (r - d) * T
func_(z) = real_mod(exp(-z * 1im * x__) * CharFunc(-z - 1im * 0.5) / (z^2 + 0.25))
int_1 = midpoint_definite_integral_cu(func_, -A, A, N)
price = S0 * (1 - exp(-x__ / 2) * int_1 / (2 * pi)) * exp(-d * T)
return call_to_put(price, mcProcess.underlying, zero_rate, abstractPayoff)
end | [
27,
7856,
261,
480,
29,
6015,
282,
87,
6015,
2919,
14,
43621,
5777,
51,
13,
20362,
198,
2,
51,
3727,
46,
25,
5870,
27746,
36751,
198,
8818,
778,
16647,
7,
23209,
18709,
3712,
43621,
9069,
660,
9914,
5439,
13,
14881,
18709,
11,
6632,
62,
4873,
3712,
43621,
9069,
660,
9914,
5439,
13,
23839,
28667,
32184,
26628,
303,
11,
2446,
3712,
40330,
17410,
11,
12531,
19197,
2364,
3712,
43621,
9069,
660,
9914,
5439,
13,
22030,
19722,
11,
7904,
43621,
9069,
660,
9914,
5439,
13,
34,
15339,
19076,
8,
198,
220,
220,
220,
309,
796,
12531,
19197,
2364,
13,
51,
198,
220,
220,
220,
509,
796,
12531,
19197,
2364,
13,
42,
198,
220,
220,
220,
317,
796,
2446,
13,
32,
198,
220,
220,
220,
399,
796,
2446,
13,
45,
198,
220,
220,
220,
311,
15,
796,
36650,
18709,
13,
4625,
3157,
13,
50,
15,
198,
220,
220,
220,
374,
796,
11302,
9069,
660,
9914,
5439,
13,
18908,
1373,
7,
22570,
62,
4873,
13,
81,
11,
309,
8,
1220,
309,
198,
220,
220,
220,
288,
796,
11302,
9069,
660,
9914,
5439,
13,
18908,
1373,
7,
43621,
9069,
660,
9914,
5439,
13,
67,
1699,
437,
7,
23209,
18709,
828,
309,
8,
1220,
309,
198,
220,
220,
220,
30218,
796,
11302,
5777,
51,
13,
12441,
529,
372,
2569,
22203,
7,
23209,
18709,
11,
309,
8,
198,
220,
220,
220,
1162,
81,
796,
11302,
5777,
51,
13,
12441,
529,
372,
2569,
16870,
3471,
32590,
16,
320,
11,
36650,
18709,
11,
309,
8,
198,
220,
220,
220,
3178,
37,
19524,
7,
85,
8,
796,
30218,
7,
85,
8,
1635,
1033,
32590,
85,
1635,
352,
320,
1635,
1162,
81,
8,
198,
220,
220,
220,
2124,
834,
796,
2604,
7,
50,
15,
1220,
509,
8,
1343,
357,
81,
532,
288,
8,
1635,
309,
198,
220,
220,
220,
25439,
41052,
89,
8,
796,
1103,
62,
4666,
7,
11201,
32590,
89,
1635,
352,
320,
1635,
2124,
834,
8,
1635,
3178,
37,
19524,
32590,
89,
532,
352,
320,
1635,
657,
13,
20,
8,
1220,
357,
89,
61,
17,
1343,
657,
13,
1495,
4008,
198,
220,
220,
220,
493,
62,
16,
796,
3095,
4122,
62,
4299,
9504,
62,
18908,
1373,
62,
27399,
7,
20786,
62,
11,
532,
32,
11,
317,
11,
399,
8,
198,
220,
220,
220,
2756,
796,
311,
15,
1635,
357,
16,
532,
1033,
32590,
87,
834,
1220,
362,
8,
1635,
493,
62,
16,
1220,
357,
17,
1635,
31028,
4008,
1635,
1033,
32590,
67,
1635,
309,
8,
198,
220,
220,
220,
1441,
869,
62,
1462,
62,
1996,
7,
20888,
11,
36650,
18709,
13,
4625,
3157,
11,
6632,
62,
4873,
11,
12531,
19197,
2364,
8,
198,
437
] | 2.395402 | 435 |
<filename>src/dnn/compat.jl<gh_stars>100-1000
# Compatibility shims until users upgrade to new NNlib format
function conv!(y::CuArray{T}, x::CuArray{T}, w::CuArray{T}; pad=0, stride=1, flipkernel=0, dilation=1, kwargs...) where {T<:CUDNNFloat}
cdims = DenseConvDims(x, w; padding=pad, stride=stride, flipkernel=flipkernel, dilation=dilation)
return conv!(y, x, w, cdims; kwargs...)
end
function ∇conv_filter!(dw::CuArray{T}, dy::CuArray{T}, x::CuArray{T}; pad=0, stride=1, flipkernel=0, dilation=1, kwargs...) where {T<:CUDNNFloat}
cdims = DenseConvDims(x, dw; padding=pad, stride=stride, flipkernel=flipkernel, dilation=dilation)
# NOTE!!! This compat shim re-arranges the argument order!
return ∇conv_filter!(dw, x, dy, cdims; kwargs...)
end
function maxpool!(y::CuArray{T}, x::CuArray{T}, k; pad=map(_->0,k), stride=k) where {T<:CUDNNFloat}
pdims = PoolDims(x, k; padding=pad, stride=stride)
return maxpool!(y, x, pdims)
end
function meanpool!(y::CuArray{T}, x::CuArray{T}, k; pad=map(_->0,k), stride=k) where {T<:CUDNNFloat}
pdims = PoolDims(x, k; padding=pad, stride=stride)
return meanpool!(y, x, pdims)
end
| [
27,
34345,
29,
10677,
14,
67,
20471,
14,
5589,
265,
13,
20362,
27,
456,
62,
30783,
29,
3064,
12,
12825,
198,
2,
46021,
427,
12078,
1566,
2985,
8515,
284,
649,
399,
45,
8019,
5794,
198,
8818,
3063,
0,
7,
88,
3712,
46141,
19182,
90,
51,
5512,
2124,
3712,
46141,
19182,
90,
51,
5512,
266,
3712,
46141,
19182,
90,
51,
19629,
14841,
28,
15,
11,
33769,
28,
16,
11,
14283,
33885,
28,
15,
11,
288,
10520,
28,
16,
11,
479,
86,
22046,
23029,
810,
1391,
51,
27,
25,
34,
8322,
6144,
43879,
92,
198,
220,
220,
220,
22927,
12078,
796,
360,
1072,
3103,
85,
35,
12078,
7,
87,
11,
266,
26,
24511,
28,
15636,
11,
33769,
28,
2536,
485,
11,
14283,
33885,
28,
2704,
541,
33885,
11,
288,
10520,
28,
67,
10520,
8,
198,
220,
220,
220,
1441,
3063,
0,
7,
88,
11,
2124,
11,
266,
11,
22927,
12078,
26,
479,
86,
22046,
23029,
198,
437,
198,
198,
8818,
18872,
229,
42946,
62,
24455,
0,
7,
67,
86,
3712,
46141,
19182,
90,
51,
5512,
20268,
3712,
46141,
19182,
90,
51,
5512,
2124,
3712,
46141,
19182,
90,
51,
19629,
14841,
28,
15,
11,
33769,
28,
16,
11,
14283,
33885,
28,
15,
11,
288,
10520,
28,
16,
11,
479,
86,
22046,
23029,
810,
1391,
51,
27,
25,
34,
8322,
6144,
43879,
92,
198,
220,
220,
220,
22927,
12078,
796,
360,
1072,
3103,
85,
35,
12078,
7,
87,
11,
43756,
26,
24511,
28,
15636,
11,
33769,
28,
2536,
485,
11,
14283,
33885,
28,
2704,
541,
33885,
11,
288,
10520,
28,
67,
10520,
8,
198,
220,
220,
220,
1303,
24550,
10185,
220,
770,
8330,
427,
320,
302,
12,
3258,
6231,
262,
4578,
1502,
0,
198,
220,
220,
220,
1441,
18872,
229,
42946,
62,
24455,
0,
7,
67,
86,
11,
2124,
11,
20268,
11,
22927,
12078,
26,
479,
86,
22046,
23029,
198,
437,
198,
198,
8818,
3509,
7742,
0,
7,
88,
3712,
46141,
19182,
90,
51,
5512,
2124,
3712,
46141,
19182,
90,
51,
5512,
479,
26,
14841,
28,
8899,
28264,
3784,
15,
11,
74,
828,
33769,
28,
74,
8,
810,
1391,
51,
27,
25,
34,
8322,
6144,
43879,
92,
198,
220,
220,
220,
279,
67,
12078,
796,
19850,
35,
12078,
7,
87,
11,
479,
26,
24511,
28,
15636,
11,
33769,
28,
2536,
485,
8,
198,
220,
220,
220,
1441,
3509,
7742,
0,
7,
88,
11,
2124,
11,
279,
67,
12078,
8,
198,
437,
198,
198,
8818,
1612,
7742,
0,
7,
88,
3712,
46141,
19182,
90,
51,
5512,
2124,
3712,
46141,
19182,
90,
51,
5512,
479,
26,
14841,
28,
8899,
28264,
3784,
15,
11,
74,
828,
33769,
28,
74,
8,
810,
1391,
51,
27,
25,
34,
8322,
6144,
43879,
92,
198,
220,
220,
220,
279,
67,
12078,
796,
19850,
35,
12078,
7,
87,
11,
479,
26,
24511,
28,
15636,
11,
33769,
28,
2536,
485,
8,
198,
220,
220,
220,
1441,
1612,
7742,
0,
7,
88,
11,
2124,
11,
279,
67,
12078,
8,
198,
437,
198
] | 2.364754 | 488 |