Upload 6 files

semi-heter.py

@@ -0,0 +1,54 @@
+import os
+import datasets
+import pandas as pd
+
+
+class semiHeterConfig(datasets.BuilderConfig):
+    def __init__(self, features, data_url, **kwargs):
+        super(semiHeterConfig, self).__init__(**kwargs)
+        self.features = features
+        self.data_url = data_url
+
+
+class semiHeter(datasets.GeneratorBasedBuilder):
+    BUILDER_CONFIGS = [
+        semiHeterConfig(
+            name="pairs",
+            features={
+                "ltable_id": datasets.Value("string"),
+                "rtable_id": datasets.Value("string"),
+                "label": datasets.Value("string"),
+            },
+            data_url="https://huggingface.co/datasets/matchbench/semi-heter/resolve/main/",
+        ),
+    ]
+
+    def _info(self):
+        return datasets.DatasetInfo(
+            features=datasets.Features(self.config.features)
+        )
+
+    def _split_generators(self, dl_manager):
+        if self.config.name == "pairs":
+            return [
+                datasets.SplitGenerator(
+                    name=split,
+                    gen_kwargs={
+                        "path_file": dl_manager.download_and_extract(
+                            os.path.join(self.config.data_url, f"{split}.csv")),
+                        "split": split,
+                    }
+                )
+                for split in ["train", "valid", "test"]
+            ]
+
+    def _generate_examples(self, path_file, split):
+        file = pd.read_csv(path_file)
+        for i, row in file.iterrows():
+            if split  in ['train', 'valid','test']:
+                yield i, {
+                    "ltable_id": row["ltable_id"],
+                    "rtable_id": row["rtable_id"],
+                    "label": row["label"],
+                }
+         

test.csv

@@ -0,0 +1,414 @@
+8780,8194,1
+10274,8961,1
+10284,7752,1
+10317,9416,1
+10319,8264,1
+10320,8323,1
+10325,9260,1
+10331,8872,1
+10332,8391,1
+10337,9490,1
+10343,9230,1
+10357,8600,1
+10376,8770,1
+10386,9995,1
+10395,8722,1
+10402,9780,1
+10463,8576,1
+10485,10273,1
+10488,9992,1
+10492,8861,1
+10539,15541,1
+10629,11427,1
+10666,16468,1
+10678,20237,1
+10679,16548,1
+10685,14057,1
+10712,11608,1
+10745,14140,1
+10880,13770,1
+10896,14732,1
+10928,17222,1
+10950,12186,1
+11041,19587,1
+11113,14189,1
+11185,17854,1
+11234,16268,1
+11319,18858,1
+11330,15714,1
+11380,14452,1
+11440,20222,1
+11497,12281,1
+11528,13039,1
+11541,11539,1
+11551,14331,1
+11650,10645,1
+11737,17201,1
+11789,11430,1
+12028,13375,1
+12074,15077,1
+12118,19840,1
+12119,12430,1
+12461,11792,1
+12465,11853,1
+12475,15314,1
+12489,11288,1
+12515,16458,1
+12538,20224,1
+12551,11288,1
+12757,13242,1
+12805,10670,1
+12808,10719,1
+12809,11106,1
+12836,12395,1
+13008,15200,1
+13071,13660,1
+13210,14595,1
+13215,11971,1
+13525,14644,1
+13641,10443,1
+13699,18032,1
+13715,14501,1
+13733,10412,1
+13740,15025,1
+13744,13587,1
+13760,10487,1
+13767,14834,1
+13803,13262,1
+13804,14766,1
+13904,17332,1
+13927,12830,1
+13935,10510,1
+13990,15177,1
+14116,14699,1
+14141,12971,1
+14148,13156,1
+14309,11640,1
+14334,16464,1
+14364,16907,1
+14371,19033,1
+14430,15359,1
+14600,12269,1
+14633,16345,1
+14859,14637,1
+14861,15299,1
+14902,11773,1
+15023,16152,1
+15031,19205,1
+15432,10663,1
+15525,12340,1
+15540,16180,1
+15619,12745,1
+15676,18940,1
+15744,14852,1
+15796,16625,1
+15802,19608,1
+15804,18176,1
+17020,19627,1
+17161,16137,1
+17174,16126,1
+17394,20151,1
+17401,10353,1
+17633,15953,1
+17719,10752,1
+17881,17685,1
+18029,19201,1
+18164,16277,1
+18260,11806,1
+18320,11565,1
+18705,15703,1
+22086,20301,1
+19876,20325,1
+19172,20368,1
+19139,20407,1
+20096,20446,1
+20288,20625,1
+21895,20768,1
+20973,20847,1
+21760,20875,1
+20588,20927,1
+21859,20966,1
+20796,21020,1
+20162,21024,1
+20461,21176,1
+21235,21393,1
+21694,21464,1
+21094,21573,1
+19986,21618,1
+20962,21754,1
+20746,21766,1
+21834,21805,1
+19488,21989,1
+19210,22070,1
+20829,22142,1
+20593,22143,1
+20195,22435,1
+20262,22484,1
+21862,22488,1
+19595,22520,1
+19205,22577,1
+20618,22838,1
+20509,22842,1
+21944,22944,1
+20764,23077,1
+20712,23078,1
+20268,23095,1
+19953,23156,1
+21483,23231,1
+20581,23250,1
+20615,23263,1
+19453,21015,0
+21776,21032,0
+20322,21062,0
+20201,21120,0
+19683,21125,0
+21974,21125,0
+19546,21126,0
+21246,21129,0
+21460,21158,0
+19742,21169,0
+20132,21169,0
+21662,21211,0
+20621,21231,0
+20324,21232,0
+20304,21240,0
+21343,21240,0
+20442,21241,0
+19409,21263,0
+21120,21263,0
+19706,21275,0
+19453,21280,0
+19731,21280,0
+21343,21280,0
+19276,21299,0
+19260,21346,0
+20751,21346,0
+20896,21346,0
+20162,21362,0
+20819,21362,0
+19243,21383,0
+19371,21398,0
+19994,21404,0
+21079,21404,0
+21551,21420,0
+19488,21425,0
+20032,21425,0
+20374,21434,0
+21305,21446,0
+20340,21461,0
+21194,21461,0
+20305,21473,0
+21744,21476,0
+21823,21476,0
+20051,21481,0
+20180,21494,0
+21711,21495,0
+21272,21502,0
+21139,21517,0
+21482,21533,0
+21096,21545,0
+21149,21550,0
+19773,21586,0
+20313,21595,0
+21929,21603,0
+20408,21615,0
+20419,21615,0
+22023,21615,0
+20882,21632,0
+21687,21632,0
+21438,21686,0
+20746,21692,0
+19381,21694,0
+19857,21694,0
+21310,21694,0
+19292,21699,0
+19799,21715,0
+21194,21715,0
+20135,21728,0
+19431,21740,0
+19773,21740,0
+21150,21769,0
+21585,21783,0
+20805,21786,0
+20519,21789,0
+22093,21789,0
+19533,21791,0
+20480,21791,0
+19533,21802,0
+20480,21802,0
+19260,21815,0
+21561,21815,0
+20071,21822,0
+21753,21822,0
+21803,21831,0
+20340,21832,0
+19985,21841,0
+21281,21845,0
+19701,21852,0
+21034,21856,0
+22132,21874,0
+20896,21877,0
+21474,21895,0
+20494,21899,0
+21979,21899,0
+21987,21899,0
+22041,21911,0
+20461,21913,0
+19742,21933,0
+20291,21933,0
+21139,21939,0
+21707,21942,0
+20060,21943,0
+19845,21954,0
+19668,21955,0
+21991,21957,0
+21933,21964,0
+21482,21985,0
+20135,21989,0
+20539,21999,0
+20845,22001,0
+19844,22034,0
+19999,22034,0
+21185,22034,0
+19445,22049,0
+21295,22060,0
+19648,22064,0
+20579,22070,0
+21250,22070,0
+21474,22070,0
+19453,22105,0
+21343,22105,0
+21066,22107,0
+21512,22142,0
+19567,22147,0
+20345,22148,0
+21760,22163,0
+19797,22177,0
+19918,22194,0
+20167,22202,0
+20646,22207,0
+20291,22209,0
+21007,22222,0
+20246,22235,0
+22093,22235,0
+21082,22251,0
+21792,22251,0
+21205,22252,0
+20741,22266,0
+20219,22277,0
+20380,22277,0
+20250,22280,0
+21470,22292,0
+21877,22292,0
+22093,22313,0
+20592,22316,0
+20316,22328,0
+19409,22335,0
+19766,22338,0
+21522,22348,0
+21537,22391,0
+22046,22391,0
+20044,22400,0
+21018,22409,0
+20389,22410,0
+21274,22418,0
+20961,22424,0
+19499,22459,0
+20442,22485,0
+21386,22489,0
+21679,22489,0
+22042,22489,0
+19138,22493,0
+20353,22493,0
+21593,22493,0
+21176,22502,0
+20600,22508,0
+19346,22523,0
+19153,22529,0
+19543,22529,0
+20009,22532,0
+20924,22537,0
+20283,22553,0
+20283,22561,0
+20980,22561,0
+21914,22563,0
+21435,22571,0
+19321,22577,0
+21679,22592,0
+20216,22611,0
+19937,22621,0
+21661,22621,0
+20351,22636,0
+20889,22636,0
+19533,22646,0
+19533,22673,0
+19907,22675,0
+19775,22677,0
+20040,22695,0
+21042,22695,0
+21015,22698,0
+20182,22708,0
+21344,22724,0
+21430,22732,0
+20946,22765,0
+19250,22774,0
+21369,22779,0
+19425,22780,0
+20380,22780,0
+22083,22792,0
+19567,22800,0
+21254,22801,0
+21424,22801,0
+21851,22835,0
+19200,22843,0
+20291,22843,0
+19950,22850,0
+21042,22868,0
+21067,22868,0
+21414,22868,0
+21473,22868,0
+19726,22872,0
+19453,22892,0
+21488,22892,0
+19158,22893,0
+19855,22896,0
+20359,22896,0
+19367,22906,0
+21376,22910,0
+20193,22942,0
+20287,22942,0
+20359,22942,0
+19706,22944,0
+20579,22944,0
+20608,22944,0
+20896,22944,0
+21494,22944,0
+20296,22974,0
+19828,22981,0
+21846,22986,0
+20182,22987,0
+21500,22987,0
+19176,23015,0
+21589,23015,0
+19285,23038,0
+22060,23038,0
+21140,23046,0
+21194,23069,0
+19389,23074,0
+19611,23081,0
+20666,23092,0
+20756,23095,0
+21250,23106,0
+19164,23134,0
+21067,23141,0
+21430,23156,0
+19529,23157,0
+19697,23168,0
+19907,23173,0
+21436,23178,0
+20865,23198,0
+19685,23227,0
+19141,23240,0
+21906,23240,0
+19395,23245,0
+21579,23252,0

train.csv

@@ -0,0 +1,1240 @@
+30,889,1
+44,194,1
+49,3092,1
+62,2521,1
+63,2250,1
+87,1376,1
+94,282,1
+113,407,1
+135,2481,1
+140,3243,1
+149,2825,1
+156,1948,1
+182,2989,1
+189,3277,1
+212,3097,1
+231,122,1
+300,2172,1
+315,2573,1
+317,2888,1
+325,2519,1
+333,203,1
+335,2587,1
+360,1591,1
+381,1947,1
+389,976,1
+394,2472,1
+415,2872,1
+422,2533,1
+428,3068,1
+446,2820,1
+447,749,1
+456,671,1
+466,1194,1
+483,828,1
+487,131,1
+553,2727,1
+568,3441,1
+571,760,1
+603,3089,1
+604,1900,1
+609,2067,1
+614,3503,1
+617,142,1
+620,1181,1
+657,2404,1
+669,2148,1
+675,2797,1
+687,138,1
+692,2243,1
+719,2383,1
+728,2438,1
+739,2131,1
+740,1876,1
+748,951,1
+785,424,1
+787,1241,1
+789,1191,1
+790,76,1
+799,814,1
+819,2621,1
+822,3325,1
+838,2738,1
+847,2524,1
+864,419,1
+877,3045,1
+900,827,1
+914,2818,1
+931,750,1
+948,2695,1
+1005,14,1
+1026,788,1
+1035,2171,1
+1049,365,1
+1055,2444,1
+1058,2133,1
+1069,387,1
+1102,2601,1
+1123,2674,1
+1140,622,1
+1145,2418,1
+1149,2655,1
+1166,2248,1
+1185,2542,1
+1201,209,1
+1209,2215,1
+1216,3052,1
+1236,3369,1
+1250,1367,1
+1265,2111,1
+1293,3148,1
+1304,389,1
+1339,821,1
+1342,2526,1
+1349,3332,1
+1371,2831,1
+1376,3083,1
+1392,306,1
+1454,3130,1
+1471,2332,1
+1479,1827,1
+1491,193,1
+1495,3242,1
+1506,2184,1
+1559,2877,1
+1561,2684,1
+1573,2735,1
+1584,1623,1
+1659,894,1
+1668,806,1
+1681,2999,1
+1715,11,1
+1751,3055,1
+1753,3041,1
+1761,1691,1
+1765,2246,1
+1776,447,1
+1783,1391,1
+1817,2411,1
+1820,3212,1
+1847,2687,1
+1857,555,1
+1870,3073,1
+1875,773,1
+1879,2685,1
+1890,3285,1
+1901,3276,1
+1909,2632,1
+1919,3423,1
+1920,2847,1
+1925,3150,1
+1950,1658,1
+1964,2467,1
+1971,377,1
+1980,1957,1
+2007,3429,1
+2010,2151,1
+2020,2450,1
+2047,125,1
+2055,2619,1
+2059,984,1
+2084,1681,1
+2115,785,1
+2138,2412,1
+2164,2574,1
+2168,1554,1
+2173,830,1
+2174,3362,1
+2188,2065,1
+2191,1380,1
+2200,2190,1
+2234,636,1
+2250,2846,1
+2264,665,1
+2290,3066,1
+2316,2461,1
+2317,3184,1
+2339,2824,1
+2361,3059,1
+2390,1101,1
+2414,1387,1
+2421,986,1
+2442,3094,1
+2443,462,1
+2503,143,1
+2526,1060,1
+2529,1116,1
+2542,1185,1
+2544,2120,1
+2571,2393,1
+2574,790,1
+2576,1135,1
+2577,2679,1
+2643,3386,1
+2645,2406,1
+2656,2935,1
+2679,184,1
+2708,736,1
+2714,135,1
+2721,3197,1
+2748,2414,1
+2750,1537,1
+2753,2721,1
+2756,1093,1
+2757,1913,1
+2784,2837,1
+2802,512,1
+2843,1413,1
+2855,2329,1
+2875,2227,1
+2905,2622,1
+2926,2338,1
+2934,801,1
+2952,676,1
+3003,2996,1
+3029,2094,1
+3048,66,1
+3050,2804,1
+3066,2155,1
+3067,71,1
+3095,379,1
+3097,2663,1
+3109,764,1
+3143,2130,1
+3161,2671,1
+3165,284,1
+3179,3496,1
+3186,1383,1
+3212,334,1
+3223,293,1
+3238,192,1
+3242,2463,1
+3263,3145,1
+3277,2677,1
+3289,195,1
+3300,1727,1
+3331,485,1
+3333,3491,1
+3337,1162,1
+3347,333,1
+3349,826,1
+3382,2699,1
+3385,1134,1
+3386,380,1
+3399,2516,1
+3404,2845,1
+3408,1390,1
+3415,758,1
+3433,1440,1
+3451,3438,1
+3487,1848,1
+3491,3062,1
+3492,3173,1
+3508,6049,1
+3619,3571,1
+3623,3944,1
+3627,3884,1
+3706,4022,1
+3781,5207,1
+3790,5186,1
+3898,6833,1
+3935,3516,1
+3957,4020,1
+3994,4282,1
+4012,3675,1
+4048,6340,1
+4063,4487,1
+4090,5076,1
+4101,4513,1
+4120,3887,1
+4184,3908,1
+4329,3748,1
+4345,4377,1
+4351,4397,1
+4395,3559,1
+4474,4362,1
+4547,3523,1
+4555,4844,1
+4658,6222,1
+4667,4236,1
+4681,3933,1
+4701,5218,1
+4780,3732,1
+4864,4409,1
+4879,3644,1
+4967,4003,1
+5008,6845,1
+5011,3793,1
+5060,6136,1
+5266,6486,1
+5293,5191,1
+5376,3811,1
+5419,6617,1
+5439,5583,1
+5445,6922,1
+5616,3667,1
+5668,4794,1
+5760,6794,1
+5866,3958,1
+5885,6795,1
+5925,4197,1
+5946,5171,1
+5954,4260,1
+5966,3714,1
+5979,3571,1
+5984,4431,1
+6015,5291,1
+6025,6489,1
+6090,3812,1
+6210,6489,1
+6241,5054,1
+6270,5444,1
+6333,6388,1
+6446,3784,1
+6456,6878,1
+6583,4390,1
+6607,6220,1
+6667,4680,1
+6695,4410,1
+6783,6206,1
+6837,4560,1
+6840,3761,1
+6852,4933,1
+6872,3879,1
+6900,3988,1
+6905,3881,1
+6921,6370,1
+6949,4328,1
+6967,3850,1
+7066,3961,1
+7072,7009,1
+7140,6127,1
+7145,6337,1
+7172,4210,1
+7183,3738,1
+7187,3712,1
+7236,5448,1
+7249,3542,1
+7290,4207,1
+7302,6030,1
+7363,3665,1
+7373,3651,1
+7377,6674,1
+7394,3688,1
+7407,3918,1
+7476,7229,1
+7500,7374,1
+7502,8001,1
+7510,7447,1
+7514,7233,1
+7523,7218,1
+7531,7222,1
+7545,9543,1
+7550,7303,1
+7565,7320,1
+7567,8095,1
+7602,7299,1
+7607,7269,1
+7621,7397,1
+7635,7881,1
+7646,9625,1
+7649,7228,1
+7655,7369,1
+7666,7679,1
+7671,9070,1
+7678,10302,1
+7690,9439,1
+7691,7404,1
+7692,7700,1
+7698,7290,1
+7711,8983,1
+7726,9714,1
+7730,7528,1
+7742,7417,1
+7745,7968,1
+7747,7351,1
+7758,7963,1
+7760,7762,1
+7763,7671,1
+7768,7789,1
+7772,7689,1
+7785,7552,1
+7804,7445,1
+7812,7664,1
+7822,7431,1
+7829,7468,1
+7844,7261,1
+7852,7873,1
+7864,7334,1
+7865,7551,1
+7871,7463,1
+7880,8427,1
+7886,7517,1
+7892,7507,1
+7898,7933,1
+7900,7356,1
+7907,7559,1
+7919,7608,1
+7927,7735,1
+7930,7662,1
+7937,7340,1
+7963,7774,1
+7972,7698,1
+7974,8309,1
+7977,7358,1
+8013,7980,1
+8015,8054,1
+8016,8072,1
+8023,7736,1
+8048,8659,1
+8057,8221,1
+8058,8705,1
+8065,7353,1
+8069,8283,1
+8077,8586,1
+8086,8433,1
+8089,8082,1
+8116,7864,1
+8126,7955,1
+8127,7831,1
+8129,7972,1
+8133,9802,1
+8146,8061,1
+8150,7240,1
+8155,8839,1
+8162,7910,1
+8168,7625,1
+8175,8515,1
+8177,8766,1
+8178,9095,1
+8185,8413,1
+8200,7937,1
+8201,7917,1
+8210,9294,1
+8217,9349,1
+8225,7570,1
+8229,9182,1
+8245,7816,1
+8250,7922,1
+8254,7734,1
+8263,7733,1
+8269,8753,1
+8271,7938,1
+8275,8370,1
+8280,7768,1
+8283,7991,1
+8321,8271,1
+8328,9120,1
+8338,7534,1
+8339,8002,1
+8346,8321,1
+8348,8697,1
+8353,8159,1
+8354,7633,1
+8355,7888,1
+8375,8886,1
+8379,10036,1
+8380,9358,1
+8394,9259,1
+8405,7538,1
+8408,9765,1
+8413,8856,1
+8423,8727,1
+8424,8833,1
+8428,8000,1
+8443,10251,1
+8460,8375,1
+8473,8185,1
+8481,7924,1
+8495,8553,1
+8508,7777,1
+8511,9505,1
+8538,8018,1
+8541,9604,1
+8544,7931,1
+8554,8500,1
+8572,7992,1
+8581,9174,1
+8607,8505,1
+8618,9334,1
+8622,8820,1
+8628,10149,1
+8656,7763,1
+8665,8770,1
+8666,7860,1
+8667,9080,1
+8681,9836,1
+8692,7837,1
+8698,8454,1
+8730,9175,1
+8738,7844,1
+8753,7960,1
+8766,9363,1
+8771,7685,1
+8773,8281,1
+7,2116,0
+97,2217,0
+108,1442,0
+129,1603,0
+166,1017,0
+169,2538,0
+181,2123,0
+306,185,0
+367,2833,0
+400,134,0
+404,2134,0
+471,2095,0
+496,532,0
+501,1461,0
+507,2084,0
+526,2038,0
+526,2042,0
+564,2134,0
+571,759,0
+673,3048,0
+729,1376,0
+827,2083,0
+838,2132,0
+881,2525,0
+892,3165,0
+905,3329,0
+912,73,0
+995,884,0
+1030,1984,0
+1047,2371,0
+1065,3065,0
+1113,1032,0
+1138,197,0
+1226,999,0
+1226,3425,0
+1258,3080,0
+1264,2084,0
+1295,356,0
+1309,1242,0
+1343,1580,0
+1351,2210,0
+1354,741,0
+1401,2763,0
+1409,2504,0
+1425,1928,0
+1496,2180,0
+1498,1128,0
+1502,3403,0
+1506,2187,0
+1544,3104,0
+1569,1548,0
+1573,2125,0
+1613,2048,0
+1629,3427,0
+1669,2110,0
+1701,1032,0
+1735,2505,0
+1756,2904,0
+1762,1215,0
+1773,2687,0
+1789,1775,0
+1812,2105,0
+1829,1985,0
+1840,3142,0
+1856,2432,0
+1936,1242,0
+1944,454,0
+1953,3083,0
+1987,2016,0
+2004,2119,0
+2015,2887,0
+2031,2008,0
+2056,3056,0
+2093,347,0
+2093,348,0
+2096,1666,0
+2103,2898,0
+2120,2120,0
+2127,386,0
+2127,2766,0
+2132,1498,0
+2132,1502,0
+2146,1160,0
+2175,2774,0
+2241,1789,0
+2294,957,0
+2325,2899,0
+2372,1808,0
+2396,2540,0
+2403,532,0
+2417,2051,0
+2431,3197,0
+2454,2005,0
+2476,1980,0
+2481,3361,0
+2508,2737,0
+2508,2738,0
+2518,2108,0
+2545,1399,0
+2545,2095,0
+2548,3085,0
+2601,1122,0
+2602,1788,0
+2631,1851,0
+2633,2791,0
+2634,1760,0
+2636,2749,0
+2642,902,0
+2696,3503,0
+2735,2085,0
+2743,602,0
+2755,65,0
+2871,466,0
+2913,1052,0
+2933,2449,0
+2937,2125,0
+2948,2006,0
+2959,357,0
+3018,2996,0
+3041,2887,0
+3059,1190,0
+3091,862,0
+3113,2216,0
+3115,1580,0
+3146,825,0
+3169,3191,0
+3169,3192,0
+3246,532,0
+3262,2114,0
+3292,348,0
+3310,1795,0
+3326,1810,0
+3350,823,0
+3354,2089,0
+3354,2091,0
+3355,2052,0
+3405,3183,0
+3426,127,0
+3426,128,0
+3429,1160,0
+3498,68,0
+3572,3718,0
+3573,4152,0
+3604,3914,0
+3616,6117,0
+3616,6623,0
+3619,4377,0
+3621,3728,0
+3621,4446,0
+3623,7060,0
+3628,3773,0
+3628,5468,0
+3628,5810,0
+3632,3758,0
+3632,4263,0
+3632,6397,0
+3636,3698,0
+3636,4655,0
+3670,3517,0
+3670,3534,0
+3670,4446,0
+3670,4978,0
+3686,5388,0
+3715,3612,0
+3722,4249,0
+3737,6544,0
+3771,4052,0
+3772,3599,0
+3810,4045,0
+3810,4559,0
+3810,5280,0
+3812,4224,0
+3821,3732,0
+3849,4597,0
+3859,5300,0
+3888,4254,0
+3891,4279,0
+3898,3659,0
+3898,3954,0
+3898,4045,0
+3903,3659,0
+3904,6669,0
+3942,3786,0
+3969,5077,0
+3974,3983,0
+3974,6558,0
+3974,6675,0
+4050,4593,0
+4053,4082,0
+4068,5424,0
+4098,3994,0
+4108,6598,0
+4117,3709,0
+4122,6865,0
+4186,4655,0
+4203,5663,0
+4286,4164,0
+4322,4531,0
+4345,3571,0
+4361,3977,0
+4361,4553,0
+4483,5885,0
+4513,6628,0
+4514,5550,0
+4514,6284,0
+4516,6662,0
+4553,3582,0
+4553,4684,0
+4553,5826,0
+4555,3905,0
+4572,3905,0
+4614,3907,0
+4684,5060,0
+4684,5146,0
+4684,5220,0
+4684,5335,0
+4684,6170,0
+4684,6477,0
+4716,6625,0
+4732,3736,0
+4732,4466,0
+4732,5034,0
+4732,5784,0
+4732,6260,0
+4741,6619,0
+4742,6148,0
+4743,4523,0
+4743,5781,0
+4747,5402,0
+4763,4778,0
+4827,5777,0
+4830,4263,0
+4830,5100,0
+4830,6833,0
+4881,3889,0
+4881,3948,0
+4893,4882,0
+4894,4313,0
+4899,4011,0
+4902,3927,0
+4902,4033,0
+4962,4196,0
+4962,4567,0
+4962,6376,0
+4962,6558,0
+5018,6082,0
+5049,4717,0
+5050,6502,0
+5064,4718,0
+5069,3735,0
+5069,4086,0
+5073,3815,0
+5087,4047,0
+5087,4152,0
+5152,5595,0
+5168,6763,0
+5169,4898,0
+5174,5127,0
+5184,3659,0
+5184,3977,0
+5184,4477,0
+5184,5280,0
+5265,5983,0
+5268,5172,0
+5268,5246,0
+5268,5884,0
+5270,3543,0
+5306,5479,0
+5313,4035,0
+5313,4528,0
+5313,7047,0
+5334,3765,0
+5355,7000,0
+5422,5519,0
+5432,3955,0
+5432,5008,0
+5432,5784,0
+5432,6339,0
+5432,7119,0
+5436,4198,0
+5480,7036,0
+5483,5915,0
+5488,5517,0
+5500,4145,0
+5528,7132,0
+5540,5733,0
+5540,6014,0
+5540,7046,0
+5542,5753,0
+5548,5683,0
+5565,3611,0
+5565,4504,0
+5565,5402,0
+5572,7047,0
+5576,4773,0
+5587,4281,0
+5587,5402,0
+5587,5811,0
+5602,4026,0
+5627,4438,0
+5627,4446,0
+5633,4442,0
+5633,5791,0
+5673,5260,0
+5691,4694,0
+5693,3869,0
+5703,3534,0
+5703,3842,0
+5703,6643,0
+5724,6562,0
+5738,6787,0
+5758,4087,0
+5763,6786,0
+5784,5504,0
+5799,4738,0
+5831,6529,0
+5862,5708,0
+5872,3529,0
+5879,5496,0
+5880,4477,0
+5880,6397,0
+5880,6643,0
+5897,5903,0
+5907,3611,0
+5907,4504,0
+5914,4320,0
+5918,5453,0
+5951,4911,0
+5972,4320,0
+5988,3966,0
+6004,5076,0
+6059,5062,0
+6059,5335,0
+6059,6223,0
+6138,6829,0
+6141,4951,0
+6164,5540,0
+6177,5246,0
+6218,6829,0
+6239,4072,0
+6269,3611,0
+6315,4945,0
+6353,6591,0
+6416,5539,0
+6421,5953,0
+6525,4079,0
+6525,5825,0
+6530,5034,0
+6530,5468,0
+6530,5669,0
+6530,7083,0
+6571,4477,0
+6571,5280,0
+6585,6993,0
+6589,3604,0
+6624,4804,0
+6627,4897,0
+6627,5733,0
+6635,4897,0
+6652,3919,0
+6667,3612,0
+6671,6072,0
+6687,5955,0
+6692,5056,0
+6692,6069,0
+6692,6598,0
+6704,5208,0
+6704,5212,0
+6733,4493,0
+6733,4684,0
+6741,6072,0
+6765,5683,0
+6786,4235,0
+6788,6970,0
+6802,5168,0
+6849,3761,0
+6862,6445,0
+6871,5474,0
+6873,4418,0
+6891,5104,0
+6892,4694,0
+6892,5407,0
+6893,4537,0
+6897,4652,0
+6897,5669,0
+6925,4559,0
+6952,4166,0
+6952,4309,0
+6970,6813,0
+7004,4031,0
+7013,4152,0
+7017,4900,0
+7017,6666,0
+7017,7031,0
+7040,6842,0
+7044,3663,0
+7076,4213,0
+7094,4517,0
+7115,4161,0
+7121,3742,0
+7121,4136,0
+7121,5146,0
+7121,6957,0
+7121,7023,0
+7121,7119,0
+7150,4955,0
+7182,3517,0
+7182,6833,0
+7194,3517,0
+7194,3615,0
+7194,3842,0
+7194,3954,0
+7194,4045,0
+7205,3659,0
+7205,5100,0
+7210,3831,0
+7222,7204,0
+7224,5220,0
+7224,5429,0
+7224,6339,0
+7224,7119,0
+7244,3622,0
+7244,3702,0
+7244,3834,0
+7244,5669,0
+7244,6050,0
+7244,6170,0
+7244,6957,0
+7253,4115,0
+7258,3971,0
+7258,4334,0
+7258,4740,0
+7264,5907,0
+7283,4900,0
+7304,3966,0
+7313,6686,0
+7331,4035,0
+7331,4528,0
+7342,5856,0
+7351,4150,0
+7368,3544,0
+7368,5645,0
+7424,5900,0
+7424,7070,0
+7448,6033,0
+7459,5079,0
+7501,7480,0
+7513,8427,0
+7555,7480,0
+7571,7237,0
+7571,7480,0
+7572,7237,0
+7708,7528,0
+7811,7255,0
+7811,7265,0
+7847,8091,0
+7847,8737,0
+7858,7240,0
+7880,7449,0
+7880,8916,0
+7880,9025,0
+7909,7781,0
+7910,7768,0
+7910,7813,0
+7928,7265,0
+7963,7576,0
+7963,7768,0
+8009,7235,0
+8053,7763,0
+8053,8162,0
+8053,8363,0
+8053,8451,0
+8053,9434,0
+8131,7235,0
+8131,7449,0
+8131,8427,0
+8142,7768,0
+8142,7813,0
+8189,7576,0
+8203,7546,0
+8226,8899,0
+8252,7741,0
+8347,7763,0
+8347,8451,0
+8347,9434,0
+8554,7741,0
+8604,7763,0
+8604,8240,0
+8604,8372,0
+8610,7480,0
+8643,8521,0
+8656,8105,0
+8656,8339,0
+8656,8363,0
+8790,10052,0
+8823,9753,0
+8849,7528,0
+8859,7781,0
+8991,8379,0
+8998,8339,0
+8998,8372,0
+9006,8820,0
+9064,8372,0
+9064,8451,0
+9064,9434,0
+9064,10052,0
+9099,8162,0
+9099,8240,0
+9099,8363,0
+9099,9434,0
+9217,7763,0
+9217,8162,0
+9217,8240,0
+9217,8363,0
+9217,9434,0
+9219,8105,0
+9219,8339,0
+9219,9434,0
+9219,9674,0
+9314,9761,0
+9314,10151,0
+9401,8240,0
+9401,8304,0
+9401,9434,0
+9402,9249,0
+9509,8105,0
+9509,8162,0
+9509,8372,0
+9509,10052,0
+9546,8162,0
+9546,8240,0
+9546,8372,0
+9550,8105,0
+9550,8162,0
+9550,8339,0
+9550,8451,0
+9691,7720,0
+9721,7763,0
+9721,8162,0
+9721,8240,0
+9721,8304,0
+9721,8363,0
+9721,8372,0
+9721,9434,0
+9721,10052,0
+9800,7763,0
+9800,8240,0
+9800,8363,0
+9810,8007,0
+9810,8320,0
+9828,9615,0
+9901,8885,0
+9901,9396,0
+9901,9556,0
+9901,10239,0
+9930,8105,0
+9930,8240,0
+9930,8304,0
+9930,8339,0
+9930,9434,0
+10015,7763,0
+10015,8105,0
+10015,8339,0
+10015,8372,0
+10092,7240,0
+10105,7751,0
+10255,7720,0
+10292,9537,0
+10292,9761,0
+10545,19858,0
+10576,20042,0
+10607,15755,0
+10631,13370,0
+10664,13507,0
+10668,11804,0
+10677,18695,0
+10686,12359,0
+10695,11151,0
+10696,12682,0
+10722,10412,0
+10733,10864,0
+10740,14920,0
+10757,16579,0
+10757,19851,0
+10758,10340,0
+10758,17216,0
+10793,16579,0
+10839,13134,0
+10839,17799,0
+10843,17084,0
+10891,17510,0
+10916,12661,0
+10919,10501,0
+10977,14296,0
+11011,11374,0
+11120,11695,0
+11199,13697,0
+11199,14437,0
+11199,11218,0
+11200,16989,0
+11201,16182,0
+11201,16989,0
+11206,11720,0
+11252,14948,0
+11275,12532,0
+11277,10462,0
+11277,14382,0
+11277,14411,0
+11360,12249,0
+11439,17270,0
+11444,11684,0
+11468,12592,0
+11468,10636,0
+11663,11181,0
+11733,18325,0
+11733,19915,0
+11751,13708,0
+11754,10450,0
+11754,12187,0
+11754,12592,0
+11754,10933,0
+11754,10940,0
+11754,10987,0
+11759,11838,0
+11760,10636,0
+11760,15154,0
+11760,10933,0
+11760,20212,0
+11764,15880,0
+11766,16517,0
+11775,11145,0
+11782,14184,0
+11787,11370,0
+11787,14750,0
+11787,17884,0
+11821,14528,0
+12053,16428,0
+12067,13066,0
+12069,16738,0
+12072,13305,0
+12073,11339,0
+12073,14924,0
+12089,18907,0
+12091,16797,0
+12105,13730,0
+12105,15198,0
+12106,14374,0
+12107,14003,0
+12115,10863,0
+12125,13598,0
+12131,14029,0
+12131,16220,0
+12171,15989,0
+12171,16690,0
+12173,10928,0
+12183,12165,0
+12224,16784,0
+12283,11407,0
+12289,15886,0
+12292,11403,0
+12416,15671,0
+12417,11385,0
+12418,12634,0
+12424,11385,0
+12426,10429,0
+12434,14720,0
+12434,15594,0
+12435,11210,0
+12437,15515,0
+12466,14751,0
+12466,16751,0
+12466,19371,0
+12466,20000,0
+12467,14134,0
+12467,15807,0
+12516,17189,0
+12534,10309,0
+12534,13643,0
+12534,15691,0
+12534,17786,0
+12556,10309,0
+12556,16775,0
+12558,12704,0
+12565,13655,0
+12569,14035,0
+12577,18221,0
+12604,14440,0
+12621,17099,0
+12647,10462,0
+12647,15206,0
+12647,11214,0
+12678,13342,0
+12712,17596,0
+12720,12175,0
+12720,10642,0
+12758,17056,0
+12789,11185,0
+12794,14603,0
+12801,11185,0
+12801,19360,0
+12807,11106,0
+12810,11156,0
+12817,11623,0
+12824,14723,0
+12825,12125,0
+12845,16856,0
+12908,13818,0
+13037,10432,0
+13038,15882,0
+13038,16584,0
+13048,17439,0
+13053,10432,0
+13053,11909,0
+13053,12981,0
+13058,16668,0
+13058,10938,0
+13059,13654,0
+13069,14339,0
+13080,10467,0
+13086,10322,0
+13176,12314,0
+13188,11247,0
+13208,10449,0
+13208,17868,0
+13215,12619,0
+13677,15359,0
+13679,13170,0
+13738,13206,0
+13739,14002,0
+13740,11658,0
+13745,14008,0
+13745,14712,0
+13760,10798,0
+13766,14284,0
+13773,16201,0
+13775,11411,0
+13775,12991,0
+13777,16284,0
+13783,10916,0
+13794,14933,0
+13800,10583,0
+13806,16208,0
+13815,10583,0
+13815,10798,0
+13819,16201,0
+13819,11137,0
+13820,13904,0
+13820,19751,0
+13821,10640,0
+13822,14711,0
+13822,15179,0
+13824,11252,0
+13826,11403,0
+13847,15840,0
+13868,15594,0
+13930,11385,0
+13932,12369,0
+13932,13405,0
+13932,14528,0
+13937,11739,0
+13938,14720,0
+13941,11739,0
+13942,14722,0
+13944,11385,0
+13946,11079,0
+13946,11214,0

valid.csv

@@ -0,0 +1,414 @@
+8785,9094,1
+8788,8439,1
+8791,9170,1
+8799,10081,1
+8812,8133,1
+8840,8622,1
+8843,10285,1
+8847,10118,1
+8857,9716,1
+8862,7897,1
+8867,8929,1
+8871,8252,1
+8890,8204,1
+8891,8719,1
+8892,8493,1
+8902,8112,1
+8906,9561,1
+8908,8777,1
+8929,8568,1
+8930,7704,1
+8934,9048,1
+8946,7975,1
+8949,9720,1
+8951,8033,1
+8955,8633,1
+8957,8698,1
+8963,8621,1
+8968,8759,1
+8969,9147,1
+8985,7947,1
+8987,9266,1
+8990,9866,1
+8992,7744,1
+8994,9029,1
+9010,7803,1
+9011,7819,1
+9012,10257,1
+9015,7569,1
+9021,7660,1
+9022,7988,1
+9026,8437,1
+9029,10143,1
+9031,9140,1
+9038,9635,1
+9060,9627,1
+9071,9952,1
+9073,8761,1
+9077,9533,1
+9084,8490,1
+9085,9065,1
+9087,8488,1
+9100,8319,1
+9112,8408,1
+9129,9909,1
+9137,9019,1
+9164,8183,1
+9166,8276,1
+9181,9970,1
+9183,9440,1
+9198,7321,1
+9199,7560,1
+9201,7982,1
+9210,9471,1
+9215,8298,1
+9216,9747,1
+9222,9126,1
+9233,7959,1
+9260,8699,1
+9291,8661,1
+9294,9854,1
+9296,9281,1
+9302,9721,1
+9305,9458,1
+9307,8786,1
+9309,9340,1
+9314,8270,1
+9346,8565,1
+9354,9946,1
+9363,9494,1
+9367,9538,1
+9381,9660,1
+9387,7966,1
+9402,8611,1
+9412,10261,1
+9414,10107,1
+9416,10088,1
+9430,10212,1
+9435,7655,1
+9452,10246,1
+9457,9230,1
+9465,9819,1
+9466,8729,1
+9478,10137,1
+9493,10105,1
+9496,7753,1
+9497,8575,1
+9504,8393,1
+9544,8679,1
+9550,8372,1
+9574,8955,1
+9578,9907,1
+9592,8872,1
+9600,8661,1
+9606,8714,1
+9608,10032,1
+9633,9788,1
+9643,8487,1
+9660,9262,1
+9662,9620,1
+9689,8928,1
+9701,7655,1
+9710,9804,1
+9716,7471,1
+9717,8587,1
+9723,9185,1
+9728,8717,1
+9734,9915,1
+9740,8947,1
+9773,9764,1
+9789,8110,1
+9800,8372,1
+9804,9753,1
+9813,9085,1
+9816,9263,1
+9860,8109,1
+9886,9601,1
+9889,9657,1
+9914,10238,1
+9927,8996,1
+9932,8305,1
+9933,8631,1
+9936,8573,1
+9945,9409,1
+9959,9826,1
+9978,9847,1
+10000,10189,1
+10005,9493,1
+10019,8398,1
+10036,10213,1
+10049,9327,1
+10051,9872,1
+10063,8531,1
+10079,10059,1
+10084,9845,1
+10086,8519,1
+10096,9297,1
+10119,10006,1
+10120,8129,1
+10134,7666,1
+10140,9792,1
+10162,8469,1
+10182,9702,1
+10234,9455,1
+10236,9288,1
+10238,8165,1
+10242,9008,1
+10269,9864,1
+13951,11385,0
+13951,10678,0
+13952,15206,0
+13953,17702,0
+13961,14001,0
+13983,13405,0
+13983,15671,0
+13983,19038,0
+13988,13372,0
+13990,12026,0
+13993,15667,0
+14018,13054,0
+14027,15594,0
+14053,17441,0
+14120,15441,0
+14169,11927,0
+14202,13244,0
+14215,16214,0
+14228,15726,0
+14254,11385,0
+14254,12369,0
+14255,11927,0
+14258,15110,0
+14267,15762,0
+14329,19162,0
+14345,18559,0
+14380,18630,0
+14406,12616,0
+14406,13841,0
+14406,14064,0
+14406,16240,0
+14406,16498,0
+14409,10816,0
+14411,11965,0
+14411,14833,0
+14411,15002,0
+14413,11965,0
+14413,13841,0
+14413,11009,0
+14421,13577,0
+14421,14097,0
+14421,16581,0
+14421,17227,0
+14421,11009,0
+14421,19395,0
+14424,12616,0
+14424,13280,0
+14424,13869,0
+14424,14097,0
+14424,15127,0
+14424,18347,0
+14425,14267,0
+14425,15766,0
+14425,16410,0
+14447,15840,0
+14452,17066,0
+14456,16682,0
+14501,14979,0
+14603,10309,0
+14603,12521,0
+14603,20000,0
+14624,14206,0
+14624,17786,0
+14631,20000,0
+14631,20214,0
+14634,10842,0
+14634,16609,0
+14747,11364,0
+14794,19585,0
+14795,19648,0
+14848,11988,0
+14850,16412,0
+14882,16037,0
+14899,15809,0
+14983,11208,0
+15022,14546,0
+15039,11364,0
+15110,11838,0
+15110,10466,0
+15110,12927,0
+15110,16063,0
+15152,10900,0
+15272,10546,0
+15311,12160,0
+15392,14507,0
+15406,12448,0
+15418,10675,0
+15451,16519,0
+15471,13372,0
+15564,18563,0
+15578,10586,0
+15596,14168,0
+15597,13720,0
+15597,14748,0
+15597,17227,0
+15600,11450,0
+15600,11872,0
+15600,13841,0
+15600,14064,0
+15600,15173,0
+15600,16240,0
+15609,11439,0
+15609,14748,0
+15609,15111,0
+15609,16449,0
+15609,16865,0
+15609,19395,0
+15612,15002,0
+15612,16125,0
+15614,16849,0
+15625,14168,0
+15625,14833,0
+15625,16976,0
+15625,11009,0
+15627,16276,0
+15629,11009,0
+15722,11144,0
+15771,19823,0
+15773,19823,0
+15837,16205,0
+15839,14957,0
+15861,15531,0
+15993,13679,0
+16027,12467,0
+16217,16687,0
+16572,16544,0
+17023,13076,0
+17024,14774,0
+17026,13076,0
+17026,14774,0
+17026,18567,0
+17174,11979,0
+17175,16366,0
+17214,19690,0
+17277,13226,0
+17292,14697,0
+17362,14108,0
+17463,10599,0
+17475,19095,0
+17546,14471,0
+17546,19830,0
+18126,11565,0
+18133,12025,0
+18161,10499,0
+18179,10364,0
+18211,12513,0
+18276,13800,0
+18483,10646,0
+18526,10511,0
+18554,11565,0
+18670,15894,0
+18977,16706,0
+18977,19522,0
+18978,18914,0
+19777,20267,0
+20236,20276,0
+19200,20279,0
+21673,20279,0
+19443,20282,0
+21457,20290,0
+21273,20313,0
+19153,20328,0
+21194,20379,0
+19353,20381,0
+19571,20382,0
+20620,20384,0
+21676,20384,0
+20071,20398,0
+21675,20408,0
+20340,20412,0
+20359,20412,0
+21369,20412,0
+21611,20425,0
+21936,20428,0
+20283,20435,0
+21250,20437,0
+20853,20445,0
+19409,20465,0
+20497,20474,0
+20182,20487,0
+20751,20487,0
+19413,20491,0
+20609,20497,0
+19894,20508,0
+21194,20508,0
+20621,20514,0
+20593,20525,0
+22115,20525,0
+19425,20528,0
+19445,20528,0
+20591,20528,0
+20291,20549,0
+21421,20570,0
+21638,20597,0
+19276,20604,0
+19468,20611,0
+20651,20611,0
+20726,20611,0
+19996,20674,0
+21532,20676,0
+22076,20684,0
+21611,20695,0
+19855,20697,0
+20340,20697,0
+21032,20697,0
+22041,20697,0
+20836,20698,0
+21739,20735,0
+21394,20737,0
+21488,20740,0
+21642,20742,0
+21473,20749,0
+19837,20757,0
+20287,20801,0
+19994,20806,0
+21403,20811,0
+19341,20824,0
+20497,20831,0
+20887,20847,0
+19262,20866,0
+19611,20867,0
+20497,20870,0
+20603,20870,0
+22093,20873,0
+21506,20874,0
+21403,20882,0
+21738,20896,0
+19736,20897,0
+19809,20901,0
+20356,20911,0
+21490,20923,0
+21194,20926,0
+20794,20927,0
+19361,20934,0
+20040,20934,0
+21067,20934,0
+19766,20945,0
+21675,20945,0
+21067,20951,0
+22114,20951,0
+19921,20952,0
+21744,20954,0
+19809,20964,0
+22118,20967,0
+19875,20977,0
+19329,20978,0
+19826,20978,0
+20135,20978,0
+20946,20978,0
+20924,20985,0
+19836,20989,0
+21258,20991,0
+21735,20997,0
+19850,21010,0
+21686,21010,0
+22030,21010,0
+20602,21013,0