{ "cells": [ { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "------ITEMSET--------------\n", "{frozenset({'1426'}), frozenset({'1346'}), frozenset({'1394'}), frozenset({'222'}), frozenset({'668'}), frozenset({'763'}), frozenset({'385'}), frozenset({'1130'}), frozenset({'473'}), frozenset({'1254'}), frozenset({'200'}), frozenset({'404'}), frozenset({'1070'}), frozenset({'645'}), frozenset({'760'}), frozenset({'619'}), frozenset({'1430'}), frozenset({'329'}), frozenset({'678'}), frozenset({'257'}), frozenset({'910'}), frozenset({'1108'}), frozenset({'1522'}), frozenset({'1350'}), frozenset({'761'}), frozenset({'1351'}), frozenset({'853'}), frozenset({'623'}), frozenset({'512'}), frozenset({'258'}), frozenset({'833'}), frozenset({'328'}), frozenset({'557'}), frozenset({'540'}), frozenset({'1368'}), frozenset({'1111'}), frozenset({'279'}), frozenset({'1275'}), frozenset({'204'}), frozenset({'1381'}), frozenset({'1498'}), frozenset({'214'}), frozenset({'813'}), frozenset({'1314'}), frozenset({'1224'}), frozenset({'622'}), frozenset({'266'}), frozenset({'128'}), frozenset({'867'}), frozenset({'753'}), frozenset({'260'}), frozenset({'268'}), frozenset({'49'}), frozenset({'1543'}), frozenset({'1276'}), frozenset({'1132'}), frozenset({'610'}), frozenset({'544'}), frozenset({'778'}), frozenset({'1236'}), frozenset({'1366'}), frozenset({'197'}), frozenset({'151'}), frozenset({'747'}), frozenset({'497'}), frozenset({'458'}), frozenset({'390'}), frozenset({'1455'}), frozenset({'705'}), frozenset({'1324'}), frozenset({'756'}), frozenset({'130'}), frozenset({'455'}), frozenset({'480'}), frozenset({'1063'}), frozenset({'973'}), frozenset({'1191'}), frozenset({'934'}), frozenset({'895'}), frozenset({'871'}), frozenset({'1117'}), frozenset({'1520'}), frozenset({'975'}), frozenset({'1234'}), frozenset({'1267'}), frozenset({'1403'}), frozenset({'263'}), frozenset({'133'}), frozenset({'149'}), frozenset({'1505'}), frozenset({'12'}), frozenset({'749'}), frozenset({'337'}), frozenset({'546'}), frozenset({'646'}), frozenset({'199'}), frozenset({'670'}), frozenset({'445'}), frozenset({'1450'}), frozenset({'925'}), frozenset({'1222'}), frozenset({'808'}), frozenset({'326'}), frozenset({'216'}), frozenset({'75'}), frozenset({'1419'}), frozenset({'1156'}), frozenset({'633'}), frozenset({'1237'}), frozenset({'1065'}), frozenset({'475'}), frozenset({'1397'}), frozenset({'890'}), frozenset({'1003'}), frozenset({'851'}), frozenset({'393'}), frozenset({'398'}), frozenset({'715'}), frozenset({'68'}), frozenset({'376'}), frozenset({'1165'}), frozenset({'388'}), frozenset({'1447'}), frozenset({'1551'}), frozenset({'378'}), frozenset({'323'}), frozenset({'493'}), frozenset({'536'}), frozenset({'917'}), frozenset({'903'}), frozenset({'35'}), frozenset({'893'}), frozenset({'224'}), frozenset({'1358'}), frozenset({'282'}), frozenset({'1471'}), frozenset({'657'}), frozenset({'1483'}), frozenset({'80'}), frozenset({'211'}), frozenset({'1255'}), frozenset({'359'}), frozenset({'1440'}), frozenset({'1095'}), frozenset({'634'}), frozenset({'1453'}), frozenset({'727'}), frozenset({'157'}), frozenset({'785'}), frozenset({'284'}), frozenset({'1089'}), frozenset({'638'}), frozenset({'902'}), frozenset({'774'}), frozenset({'409'}), frozenset({'803'}), frozenset({'1548'}), frozenset({'1515'}), frozenset({'701'}), frozenset({'1312'}), frozenset({'1502'}), frozenset({'1086'}), frozenset({'1504'}), frozenset({'606'}), frozenset({'586'}), frozenset({'1291'}), frozenset({'195'}), frozenset({'306'}), frozenset({'1399'}), frozenset({'575'}), frozenset({'961'}), frozenset({'354'}), frozenset({'1339'}), frozenset({'227'}), frozenset({'1336'}), frozenset({'1487'}), frozenset({'1017'}), frozenset({'854'}), frozenset({'1347'}), frozenset({'1210'}), frozenset({'556'}), frozenset({'942'}), frozenset({'24'}), frozenset({'127'}), frozenset({'1272'}), frozenset({'892'}), frozenset({'1297'}), frozenset({'110'}), frozenset({'1367'}), frozenset({'366'}), frozenset({'898'}), frozenset({'642'}), frozenset({'573'}), frozenset({'27'}), frozenset({'428'}), frozenset({'1299'}), frozenset({'1099'}), frozenset({'308'}), frozenset({'1182'}), frozenset({'69'}), frozenset({'356'}), frozenset({'933'}), frozenset({'340'}), frozenset({'1393'}), frozenset({'667'}), frozenset({'1147'}), frozenset({'1432'}), frozenset({'1172'}), frozenset({'318'}), frozenset({'248'}), frozenset({'1513'}), frozenset({'217'}), frozenset({'1535'}), frozenset({'16'}), frozenset({'843'}), frozenset({'1531'})}\n", "---------------TRANSACTION LIST----------------\n", "[frozenset({'214', '260', '763'}), frozenset({'385', '195', '778', '961'}), frozenset({'934', '871', '328', '12'}), frozenset({'359', '282', '715'}), frozenset({'1368', '898', '586', '1551', '785', '975', '16'}), frozenset({'151', '557', '1299'}), frozenset({'540', '1453', '1276', '667', '224', '128', '1336'}), frozenset({'803', '1346'}), frozenset({'258', '1147'}), frozenset({'1130', '1440', '308', '1350', '475'}), frozenset({'701', '497'}), frozenset({'248', '1222', '774', '760', '1430', '354', '1502'}), frozenset({'1505', '1234'}), frozenset({'366', '843', '610', '1065', '27', '1419', '1381', '110'}), frozenset({'1347', '1191', '638'}), frozenset({'216', '326', '925', '1314', '1291', '16', '409'}), frozenset({'540', '284', '1399', '157', '890', '657', '480', '646'}), frozenset({'544', '404', '854', '128'}), frozenset({'1070', '747', '1236'}), frozenset({'1498', '1182', '573', '1255'}), frozenset({'623', '606', '279', '895'}), frozenset({'853', '393', '1535', '942'}), frozenset({'1358', '749'}), frozenset({'1086', '892', '1003'}), frozenset({'35', '851', '1520', '445', '1483'}), frozenset({'1394', '867', '1471', '75', '668', '512', '318', '1450'}), frozenset({'388', '1358', '1324'}), frozenset({'1551', '1108', '266', '222'}), frozenset({'933', '130', '1089', '1393', '1172', '910'}), frozenset({'973', '68', '390', '1522', '1156', '557', '1432'}), frozenset({'204', '1513'}), frozenset({'473', '1515'}), frozenset({'1531', '1455', '1111', '329', '1272'}), frozenset({'69', '356', '340', '306'}), frozenset({'200', '133', '753', '1063', '337'}), frozenset({'227', '1312', '942', '670', '1275'}), frozenset({'622', '705', '455'}), frozenset({'1394', '1504', '678', '1267', '1017', '1367', '645', '761'}), frozenset({'902', '1397', '619', '642'}), frozenset({'1351', '49', '536'}), frozenset({'1426', '217', '1366', '1543', '727', '756'}), frozenset({'24', '1210', '1339', '893', '257', '833'}), frozenset({'458', '398', '1346', '903', '808', '575'}), frozenset({'556', '80', '323', '1095', '1132', '778', '1165'}), frozenset({'546', '1099', '1548', '263', '633', '1255'}), frozenset({'813', '127', '197', '110'}), frozenset({'917', '634', '268', '657', '1117'}), frozenset({'388', '378', '1254', '211', '1447', '199'}), frozenset({'1297', '1224', '1403', '149', '1487', '1237', '428'}), frozenset({'493', '376'})]\n", "216\n", "MINIMUM SUPPORT 0.2140296296296296\n", "{frozenset({'1426'}), frozenset({'1346'}), frozenset({'1394'}), frozenset({'222'}), frozenset({'668'}), frozenset({'763'}), frozenset({'385'}), frozenset({'1130'}), frozenset({'473'}), frozenset({'1254'}), frozenset({'200'}), frozenset({'404'}), frozenset({'1070'}), frozenset({'645'}), frozenset({'760'}), frozenset({'619'}), frozenset({'1430'}), frozenset({'329'}), frozenset({'678'}), frozenset({'910'}), frozenset({'1108'}), frozenset({'1522'}), frozenset({'1350'}), frozenset({'761'}), frozenset({'1351'}), frozenset({'853'}), frozenset({'623'}), frozenset({'512'}), frozenset({'258'}), frozenset({'833'}), frozenset({'328'}), frozenset({'557'}), frozenset({'540'}), frozenset({'1368'}), frozenset({'1111'}), frozenset({'279'}), frozenset({'1275'}), frozenset({'204'}), frozenset({'1381'}), frozenset({'1498'}), frozenset({'214'}), frozenset({'813'}), frozenset({'1314'}), frozenset({'1224'}), frozenset({'622'}), frozenset({'266'}), frozenset({'128'}), frozenset({'867'}), frozenset({'753'}), frozenset({'260'}), frozenset({'268'}), frozenset({'49'}), frozenset({'1543'}), frozenset({'1276'}), frozenset({'1132'}), frozenset({'610'}), frozenset({'544'}), frozenset({'1236'}), frozenset({'778'}), frozenset({'1366'}), frozenset({'197'}), frozenset({'151'}), frozenset({'747'}), frozenset({'497'}), frozenset({'458'}), frozenset({'390'}), frozenset({'1455'}), frozenset({'705'}), frozenset({'1324'}), frozenset({'756'}), frozenset({'130'}), frozenset({'455'}), frozenset({'480'}), frozenset({'1063'}), frozenset({'973'}), frozenset({'1191'}), frozenset({'934'}), frozenset({'895'}), frozenset({'871'}), frozenset({'1117'}), frozenset({'1520'}), frozenset({'975'}), frozenset({'1234'}), frozenset({'1267'}), frozenset({'1403'}), frozenset({'263'}), frozenset({'133'}), frozenset({'149'}), frozenset({'1505'}), frozenset({'12'}), frozenset({'749'}), frozenset({'337'}), frozenset({'546'}), frozenset({'646'}), frozenset({'199'}), frozenset({'670'}), frozenset({'445'}), frozenset({'217'}), frozenset({'925'}), frozenset({'1222'}), frozenset({'808'}), frozenset({'326'}), frozenset({'216'}), frozenset({'75'}), frozenset({'1419'}), frozenset({'1156'}), frozenset({'633'}), frozenset({'1237'}), frozenset({'1065'}), frozenset({'475'}), frozenset({'1397'}), frozenset({'890'}), frozenset({'1003'}), frozenset({'851'}), frozenset({'393'}), frozenset({'398'}), frozenset({'715'}), frozenset({'68'}), frozenset({'376'}), frozenset({'1165'}), frozenset({'388'}), frozenset({'1447'}), frozenset({'1551'}), frozenset({'378'}), frozenset({'323'}), frozenset({'493'}), frozenset({'1535'}), frozenset({'536'}), frozenset({'917'}), frozenset({'903'}), frozenset({'35'}), frozenset({'893'}), frozenset({'224'}), frozenset({'1358'}), frozenset({'282'}), frozenset({'1471'}), frozenset({'657'}), frozenset({'1483'}), frozenset({'80'}), frozenset({'211'}), frozenset({'1255'}), frozenset({'359'}), frozenset({'1440'}), frozenset({'1095'}), frozenset({'634'}), frozenset({'1453'}), frozenset({'727'}), frozenset({'157'}), frozenset({'785'}), frozenset({'284'}), frozenset({'1089'}), frozenset({'638'}), frozenset({'902'}), frozenset({'774'}), frozenset({'409'}), frozenset({'803'}), frozenset({'1548'}), frozenset({'1515'}), frozenset({'701'}), frozenset({'1312'}), frozenset({'1502'}), frozenset({'1086'}), frozenset({'1504'}), frozenset({'606'}), frozenset({'586'}), frozenset({'1291'}), frozenset({'195'}), frozenset({'306'}), frozenset({'1399'}), frozenset({'575'}), frozenset({'961'}), frozenset({'354'}), frozenset({'1339'}), frozenset({'227'}), frozenset({'1336'}), frozenset({'1487'}), frozenset({'1017'}), frozenset({'854'}), frozenset({'1347'}), frozenset({'1210'}), frozenset({'556'}), frozenset({'942'}), frozenset({'127'}), frozenset({'1272'}), frozenset({'892'}), frozenset({'1297'}), frozenset({'110'}), frozenset({'366'}), frozenset({'898'}), frozenset({'642'}), frozenset({'573'}), frozenset({'27'}), frozenset({'428'}), frozenset({'1299'}), frozenset({'1099'}), frozenset({'308'}), frozenset({'1182'}), frozenset({'69'}), frozenset({'356'}), frozenset({'933'}), frozenset({'340'}), frozenset({'1393'}), frozenset({'667'}), frozenset({'1147'}), frozenset({'1432'}), frozenset({'1172'}), frozenset({'318'}), frozenset({'248'}), frozenset({'257'}), frozenset({'1513'}), frozenset({'1367'}), frozenset({'16'}), frozenset({'843'}), frozenset({'1531'})}\n", "\n", "------------------------ FREQUENT ITEMSET:\n", "item: ('1314',) , 0.260\n", "item: ('1502',) , 0.260\n", "item: ('258',) , 0.540\n", "item: ('1234',) , 0.580\n", "item: ('1314', '326') , 0.620\n", "item: ('646',) , 0.640\n", "item: ('1111',) , 0.840\n", "item: ('867',) , 0.840\n", "item: ('68',) , 0.860\n", "item: ('646', '284') , 0.870\n", "item: ('867', '668') , 0.910\n", "item: ('668',) , 0.980\n", "item: ('326',) , 0.980\n", "item: ('606',) , 1.020\n", "item: ('284',) , 1.100\n", "item: ('211',) , 1.240\n", "item: ('127',) , 1.380\n", "item: ('216', '1314', '326') , 1.427\n", "item: ('1099',) , 1.640\n", "item: ('216', '1314') , 1.650\n", "item: ('1222', '1502') , 1.760\n", "item: ('546', '1099') , 1.800\n", "item: ('1535',) , 1.820\n", "item: ('546',) , 1.960\n", "item: ('216', '326') , 2.010\n", "item: ('1063',) , 2.060\n", "item: ('211', '1447') , 2.070\n", "item: ('933',) , 2.160\n", "item: ('128', '1336') , 2.170\n", "item: ('1086',) , 2.200\n", "item: ('404', '128') , 2.200\n", "item: ('890', '646', '284') , 2.387\n", "item: ('1336',) , 2.400\n", "item: ('455',) , 2.420\n", "item: ('646', '284', '157') , 2.453\n", "item: ('404',) , 2.460\n", "item: ('933', '910') , 2.520\n", "item: ('68', '1156') , 2.570\n", "item: ('1276', '128', '1336') , 2.573\n", "item: ('1393', '933') , 2.660\n", "item: ('1276', '128') , 2.660\n", "item: ('127', '110') , 2.670\n", "item: ('1393', '933', '910') , 2.733\n", "item: ('1314', '1291', '326') , 2.780\n", "item: ('646', '540', '284') , 2.807\n", "item: ('942', '1535') , 2.830\n", "item: ('216', '1314', '1291', '326') , 2.845\n", "item: ('910',) , 2.880\n", "item: ('1276', '1336') , 2.890\n", "item: ('1447',) , 2.900\n", "item: ('388', '211', '1447') , 2.953\n", "item: ('760', '1502') , 2.960\n", "item: ('1314', '326', '925') , 2.960\n", "item: ('1314', '16', '326') , 2.973\n", "item: ('388', '211') , 2.980\n", "item: ('925', '216', '1314', '326') , 2.980\n", "item: ('216', '1314', '16', '326') , 2.990\n", "item: ('1393', '910') , 3.020\n", "item: ('646', '890') , 3.030\n", "item: ('216',) , 3.040\n", "item: ('760', '1222', '1502') , 3.060\n", "item: ('975',) , 3.080\n", "item: ('1111', '1272') , 3.130\n", "item: ('646', '157') , 3.130\n", "item: ('69',) , 3.140\n", "item: ('1393',) , 3.160\n", "item: ('284', '890', '646', '157') , 3.195\n", "item: ('1222',) , 3.260\n", "item: ('890', '284') , 3.260\n", "item: ('268',) , 3.300\n", "item: ('667', '128', '1336') , 3.313\n", "item: ('667', '1276', '128', '1336') , 3.330\n", "item: ('1399', '646', '284') , 3.333\n", "item: ('284', '157') , 3.360\n", "item: ('623', '606') , 3.370\n", "item: ('1276',) , 3.380\n", "item: ('540', '284', '890', '646') , 3.460\n", "item: ('216', '1314', '1291') , 3.467\n", "item: ('540', '284', '646', '157') , 3.510\n", "item: ('540', '1276', '128', '1336') , 3.600\n", "item: ('556',) , 3.640\n", "item: ('667', '1276', '128') , 3.640\n", "item: ('216', '1314', '925') , 3.647\n", "item: ('646', '540') , 3.660\n", "item: ('216', '1314', '16') , 3.660\n", "item: ('540', '128', '1336') , 3.673\n", "item: ('1314', '1291') , 3.680\n", "item: ('216', '1291', '326') , 3.707\n", "item: ('445',) , 3.720\n", "item: ('667', '128') , 3.770\n", "item: ('667', '1276', '1336') , 3.793\n", "item: ('216', '326', '925', '1314', '1291') , 3.804\n", "item: ('216', '1314', '326', '409') , 3.805\n", "item: ('388', '1447') , 3.810\n", "item: ('216', '326', '1314', '1291', '16') , 3.812\n", "item: ('890', '284', '1399', '646') , 3.855\n", "item: ('1108',) , 3.880\n", "item: ('128',) , 3.880\n", "item: ('216', '326', '925') , 3.887\n", "item: ('540', '284') , 3.890\n", "item: ('540', '284', '157', '890', '646') , 3.892\n", "item: ('646', '890', '157') , 3.893\n", "item: ('216', '16', '326') , 3.900\n", "item: ('284', '1399', '646', '157') , 3.905\n", "item: ('216', '326', '925', '1314', '16') , 3.920\n", "item: ('1314', '925') , 3.950\n", "item: ('1314', '16') , 3.970\n", "item: ('925', '1314', '1291', '326') , 3.995\n", "item: ('667', '1336') , 4.000\n", "item: ('540', '1276', '128') , 4.000\n", "item: ('540', '1276', '667', '128', '1336') , 4.000\n", "item: ('16', '1314', '1291', '326') , 4.005\n", "item: ('1291', '326') , 4.040\n", "item: ('890', '284', '157') , 4.047\n", "item: ('12',) , 4.060\n", "item: ('1314', '326', '409') , 4.060\n", "item: ('925', '1314', '16', '326') , 4.140\n", "item: ('540', '1276', '1336') , 4.153\n", "item: ('667', '540', '128', '1336') , 4.155\n", "item: ('1515',) , 4.160\n", "item: ('1111', '329') , 4.160\n", "item: ('540', '284', '1399', '646') , 4.170\n", "item: ('268', '634') , 4.190\n", "item: ('284', '1399', '646', '157', '890') , 4.208\n", "item: ('646', '540', '890') , 4.247\n", "item: ('445', '1483') , 4.260\n", "item: ('1453', '1276', '128', '1336') , 4.265\n", "item: ('1156',) , 4.280\n", "item: ('326', '925') , 4.310\n", "item: ('540', '128') , 4.310\n", "item: ('540', '646', '157') , 4.313\n", "item: ('378', '211', '1447') , 4.327\n", "item: ('16', '326') , 4.330\n", "item: ('75', '867', '668') , 4.387\n", "item: ('328', '12') , 4.400\n", "item: ('890', '540', '284') , 4.400\n", "item: ('667', '540', '1276', '128') , 4.400\n", "item: ('540', '284', '1399', '646', '890') , 4.420\n", "item: ('388', '378', '211', '1447') , 4.425\n", "item: ('1399', '646') , 4.450\n", "item: ('216', '326', '925', '1314', '1291', '16') , 4.450\n", "item: ('760', '1222') , 4.460\n", "item: ('540', '284', '1399', '157', '646') , 4.460\n", "item: ('216', '326', '1314', '1291', '409') , 4.464\n", "item: ('540', '284', '157') , 4.467\n", "item: ('197', '127', '110') , 4.480\n", "item: ('667', '1276') , 4.490\n", "item: ('942', '1275') , 4.500\n", "item: ('925', '216', '1314', '1291') , 4.510\n", "item: ('667', '540', '1276', '1336') , 4.515\n", "item: ('216', '1314', '1291', '16') , 4.520\n", "item: ('1453', '1276', '667', '128', '1336') , 4.532\n", "item: ('540', '1336') , 4.540\n", "item: ('224', '128', '1336', '1276') , 4.555\n", "item: ('1453', '128', '1336') , 4.560\n", "item: ('216', '326', '925', '1314', '409') , 4.572\n", "item: ('1111', '329', '1272') , 4.580\n", "item: ('216', '326', '1314', '16', '409') , 4.580\n", "item: ('1505', '1234') , 4.590\n", "item: ('540', '646', '890', '157') , 4.590\n", "item: ('68', '1522', '1156') , 4.620\n", "item: ('540', '284', '1399', '646', '157', '890') , 4.620\n", "item: ('1095', '556') , 4.630\n", "item: ('925', '216', '1314', '16') , 4.655\n", "item: ('1399', '284') , 4.680\n", "item: ('925', '216', '1291', '326') , 4.690\n", "item: ('359',) , 4.700\n", "item: ('16', '216', '1291', '326') , 4.700\n", "item: ('540', '284', '890', '157') , 4.705\n", "item: ('326', '925', '1314', '1291', '16') , 4.732\n", "item: ('328',) , 4.740\n", "item: ('197', '127') , 4.740\n", "item: ('667', '540', '128') , 4.740\n", "item: ('216', '1314', '409') , 4.747\n", "item: ('540', '1453', '1276', '128', '1336') , 4.748\n", "item: ('69', '306') , 4.750\n", "item: ('1276', '667', '224', '128', '1336') , 4.764\n", "item: ('1065', '110') , 4.770\n", "item: ('1399', '646', '890') , 4.773\n", "item: ('68', '1522') , 4.790\n", "item: ('556', '1165') , 4.790\n", "item: ('1483',) , 4.800\n", "item: ('667', '1453', '128', '1336') , 4.820\n", "item: ('1314', '1291', '326', '409') , 4.820\n", "item: ('942', '1535', '853') , 4.833\n", "item: ('925', '216', '16', '326') , 4.835\n", "item: ('1222', '354', '1502') , 4.840\n", "item: ('1399', '646', '157') , 4.840\n", "item: ('1222', '248', '1502') , 4.840\n", "item: ('445', '851', '1483') , 4.873\n", "item: ('1276', '1453', '128') , 4.887\n", "item: ('540', '1453', '1276', '667', '128', '1336') , 4.890\n", "item: ('667', '540', '1336') , 4.893\n", "item: ('445', '851') , 4.910\n", "item: ('1399', '890', '284') , 4.927\n", "item: ('378', '388', '211') , 4.933\n", "item: ('224', '128', '1336') , 4.947\n", "item: ('925', '1314', '326', '409') , 4.955\n", "item: ('16', '1314', '326', '409') , 4.965\n", "item: ('540', '1276', '224', '128', '1336') , 4.980\n", "item: ('890', '1399', '646', '157') , 4.985\n", "item: ('216', '326', '409') , 4.987\n", "item: ('1399', '284', '157') , 4.993\n", "item: ('216', '326', '925', '1314', '1291', '409') , 4.993\n", "item: ('1314', '1291', '925') , 5.000\n", "item: ('216', '326', '1314', '1291', '16', '409') , 5.000\n", "item: ('1314', '1291', '16') , 5.013\n", "item: ('540', '1276') , 5.030\n", "item: ('378', '211') , 5.040\n", "item: ('1276', '1453', '1336') , 5.040\n", "item: ('248', '760', '1222', '1502') , 5.045\n", "item: ('760', '1222', '354', '1502') , 5.045\n", "item: ('785', '975') , 5.050\n", "item: ('638',) , 5.060\n", "item: ('667', '1453', '1276', '128') , 5.065\n", "item: ('1095', '556', '1165') , 5.067\n", "item: ('216', '1291') , 5.070\n", "item: ('204',) , 5.080\n", "item: ('634',) , 5.080\n", "item: ('540', '1276', '667', '224', '128', '1336') , 5.083\n", "item: ('540', '1453', '128', '1336') , 5.090\n", "item: ('216', '326', '925', '1314', '16', '409') , 5.090\n", "item: ('1299',) , 5.100\n", "item: ('284', '1399', '890', '157') , 5.100\n", "item: ('667', '224', '128', '1336') , 5.110\n", "item: ('216', '925', '1314', '1291', '16') , 5.144\n", "item: ('1275',) , 5.160\n", "item: ('1531', '1111') , 5.160\n", "item: ('667', '1453', '1276', '1336') , 5.180\n", "item: ('540', '1453', '667', '128', '1336') , 5.192\n", "item: ('68', '390', '1156') , 5.193\n", "item: ('1314', '16', '925') , 5.193\n", "item: ('1399', '646', '540') , 5.193\n", "item: ('667', '540', '1276') , 5.220\n", "item: ('1291', '326', '925') , 5.240\n", "item: ('1531', '1111', '1272') , 5.247\n", "item: ('540', '890', '1399', '646') , 5.250\n", "item: ('1291', '16', '326') , 5.253\n", "item: ('1276', '128', '224') , 5.273\n", "item: ('216', '326', '925', '1291', '16') , 5.288\n", "item: ('556', '323') , 5.290\n", "item: ('540', '1399', '646', '157') , 5.300\n", "item: ('540', '1399', '157', '890', '646') , 5.324\n", "item: ('1535', '853') , 5.330\n", "item: ('393', '1535', '942') , 5.333\n", "item: ('216', '1314', '1291', '409') , 5.335\n", "item: ('540', '1453', '1276', '128') , 5.335\n", "item: ('216', '925') , 5.340\n", "item: ('1399', '540', '284') , 5.347\n", "item: ('667', '224', '128', '1276') , 5.355\n", "item: ('678',) , 5.360\n", "item: ('216', '16') , 5.360\n", "item: ('540', '284', '1399', '890') , 5.365\n", "item: ('216', '326', '925', '1314', '1291', '16', '409') , 5.377\n", "item: ('975', '16') , 5.380\n", "item: ('540', '224', '128', '1336') , 5.380\n", "item: ('326', '925', '1314', '1291', '409') , 5.384\n", "item: ('544', '404', '128') , 5.387\n", "item: ('540', '1453', '1276', '667', '128') , 5.388\n", "item: ('326', '1314', '1291', '16', '409') , 5.392\n", "item: ('1548', '546', '1099') , 5.400\n", "item: ('1095', '556', '323') , 5.400\n", "item: ('540', '284', '1399', '157') , 5.415\n", "item: ('540', '284', '1399', '157', '890') , 5.416\n", "item: ('890',) , 5.420\n", "item: ('1272',) , 5.420\n", "item: ('540', '667', '224', '128', '1336') , 5.424\n", "item: ('224', '1336', '1276') , 5.427\n", "item: ('16', '925', '326') , 5.433\n", "item: ('851', '1483') , 5.450\n", "item: ('69', '340') , 5.450\n", "item: ('540', '1453', '1276', '1336') , 5.450\n", "item: ('1063', '200') , 5.470\n", "item: ('667', '224', '1336', '1276') , 5.470\n", "item: ('925', '216', '1314', '409') , 5.470\n", "item: ('1394', '867', '668') , 5.473\n", "item: ('216', '1314', '16', '409') , 5.480\n", "item: ('540', '1453', '1276', '667', '1336') , 5.480\n", "item: ('388', '378', '1447') , 5.487\n", "item: ('326', '925', '1314', '16', '409') , 5.500\n", "item: ('556', '323', '1165') , 5.507\n", "item: ('1453', '1276', '224', '128', '1336') , 5.512\n", "item: ('867', '668', '512') , 5.513\n", "item: ('216', '1291', '326', '409') , 5.515\n", "item: ('890', '157') , 5.520\n", "item: ('843', '110') , 5.520\n", "item: ('1453', '1276', '667', '224', '128', '1336') , 5.527\n", "item: ('556', '323', '1095', '1165') , 5.535\n", "item: ('1065', '843', '110') , 5.540\n", "item: ('1065',) , 5.580\n", "item: ('933', '1172', '910', '1393') , 5.590\n", "item: ('667',) , 5.600\n", "item: ('1314', '409') , 5.600\n", "item: ('284', '480', '646', '890') , 5.610\n", "item: ('284', '646', '157', '480', '890') , 5.612\n", "item: ('1095',) , 5.620\n", "item: ('157',) , 5.620\n", "item: ('540', '1276', '667', '224', '128') , 5.620\n", "item: ('540', '224', '128', '1276') , 5.625\n", "item: ('667', '1453', '128') , 5.627\n", "item: ('248', '1502') , 5.630\n", "item: ('354', '1502') , 5.630\n", "item: ('1453', '128') , 5.640\n", "item: ('760', '354', '1502') , 5.640\n", "item: ('760', '248', '1502') , 5.640\n", "item: ('68', '390') , 5.650\n", "item: ('925', '216', '326', '409') , 5.650\n", "item: ('760',) , 5.660\n", "item: ('284', '480', '646', '157') , 5.660\n", "item: ('326', '216', '16', '409') , 5.660\n", "item: ('925', '1314', '1291', '16') , 5.670\n", "item: ('646', '284', '480') , 5.673\n", "item: ('540', '1453', '1276', '667', '224', '128', '1336') , 5.691\n", "item: ('1130',) , 5.700\n", "item: ('540', '1453', '1276', '224', '128', '1336') , 5.707\n", "item: ('678', '1017') , 5.710\n", "item: ('540', '1276', '667', '224', '1336') , 5.712\n", "item: ('623',) , 5.720\n", "item: ('540', '224', '1336', '1276') , 5.740\n", "item: ('69', '340', '306') , 5.753\n", "item: ('326', '925', '1314', '1291', '16', '409') , 5.767\n", "item: ('1095', '1165') , 5.780\n", "item: ('667', '1453', '1336') , 5.780\n", "item: ('540', '284', '646', '157', '480', '890') , 5.790\n", "item: ('871', '328', '12') , 5.793\n", "item: ('216', '925', '1314', '1291', '409') , 5.796\n", "item: ('216', '1314', '1291', '16', '409') , 5.804\n", "item: ('1531', '1111', '329', '1272') , 5.805\n", "item: ('540', '284', '646', '480', '890') , 5.824\n", "item: ('1065', '27', '110') , 5.833\n", "item: ('623', '606', '279') , 5.833\n", "item: ('925', '16', '1291', '326') , 5.850\n", "item: ('540', '284', '157', '480', '646') , 5.864\n", "item: ('378', '1447') , 5.870\n", "item: ('1453', '1336') , 5.870\n", "item: ('606', '279') , 5.890\n", "item: ('667', '540', '1453', '128') , 5.890\n", "item: ('540', '890', '157') , 5.907\n", "item: ('216', '925', '1314', '16', '409') , 5.912\n", "item: ('546', '633', '1099') , 5.920\n", "item: ('540', '284', '480', '646') , 5.925\n", "item: ('216', '1291', '925') , 5.927\n", "item: ('785', '975', '16') , 5.927\n", "item: ('1531', '1111', '329') , 5.933\n", "item: ('1165',) , 5.940\n", "item: ('216', '1291', '16') , 5.940\n", "item: ('216', '326', '925', '1291', '409') , 5.940\n", "item: ('216', '326', '1291', '16', '409') , 5.948\n", "item: ('1453', '667', '224', '128', '1336') , 5.956\n", "item: ('326', '409') , 5.960\n", "item: ('27', '110') , 5.960\n", "item: ('540', '1453', '128') , 5.987\n", "item: ('867', '668', '1471') , 6.000\n", "item: ('667', '540', '1453', '1336') , 6.005\n", "item: ('667', '224', '128') , 6.013\n", "item: ('1397',) , 6.020\n", "item: ('197', '110') , 6.030\n", "item: ('619', '1397') , 6.040\n", "item: ('1453', '224', '128', '1336') , 6.045\n", "item: ('540', '890') , 6.050\n", "item: ('284', '1399', '157', '890', '480', '646') , 6.053\n", "item: ('216', '326', '925', '16', '409') , 6.056\n", "item: ('619',) , 6.060\n", "item: ('1017',) , 6.060\n", "item: ('68', '390', '1156', '1522') , 6.075\n", "item: ('540', '1453', '667', '224', '128', '1336') , 6.077\n", "item: ('393', '1535') , 6.080\n", "item: ('75', '867') , 6.090\n", "item: ('678', '1017', '1367') , 6.093\n", "item: ('851',) , 6.100\n", "item: ('1487',) , 6.100\n", "item: ('1314', '1291', '409') , 6.100\n", "item: ('667', '1276', '1453') , 6.107\n", "item: ('678', '1367') , 6.110\n", "item: ('216', '925', '1314', '1291', '16', '409') , 6.110\n", "item: ('216', '16', '925') , 6.120\n", "item: ('667', '540') , 6.140\n", "item: ('540', '1453', '1336') , 6.140\n", "item: ('284', '1399', '890', '480', '646') , 6.140\n", "item: ('540', '284', '1399', '646', '157', '480', '890') , 6.143\n", "item: ('27', '843', '1065', '110') , 6.145\n", "item: ('540', '157') , 6.150\n", "item: ('1453', '1276', '667', '224', '128') , 6.152\n", "item: ('75', '668') , 6.160\n", "item: ('667', '224', '1336') , 6.167\n", "item: ('1095', '323', '1165') , 6.167\n", "item: ('540', '1453', '224', '128', '1336') , 6.172\n", "item: ('667', '540', '224', '128') , 6.180\n", "item: ('284', '1399', '157', '480', '646') , 6.180\n", "item: ('393', '942', '1535', '853') , 6.210\n", "item: ('224', '128') , 6.220\n", "item: ('216', '326', '925', '1291', '16', '409') , 6.230\n", "item: ('540', '284', '1399', '646', '480', '890') , 6.230\n", "item: ('1222', '760', '248', '354', '1502') , 6.236\n", "item: ('540', '1453', '1276', '667', '224', '128') , 6.240\n", "item: ('1453', '1276', '667', '224', '1336') , 6.244\n", "item: ('263', '546', '1099') , 6.247\n", "item: ('667', '540', '1453', '1276') , 6.250\n", "item: ('540', '284', '1399', '157', '480', '646') , 6.263\n", "item: ('1095', '323') , 6.280\n", "item: ('1314', '925', '409') , 6.280\n", "item: ('1453', '1276', '128', '224') , 6.290\n", "item: ('1314', '16', '409') , 6.293\n", "item: ('667', '540', '224', '1336') , 6.295\n", "item: ('268', '634', '917') , 6.307\n", "item: ('540', '1453', '1276', '667', '224', '1336') , 6.317\n", "item: ('871', '12') , 6.320\n", "item: ('284', '480', '1399', '646') , 6.320\n", "item: ('1065', '843') , 6.330\n", "item: ('27', '843', '110') , 6.333\n", "item: ('1070',) , 6.340\n", "item: ('942', '853') , 6.340\n", "item: ('1291', '326', '409') , 6.340\n", "item: ('933', '1089', '910', '1393') , 6.355\n", "item: ('306',) , 6.360\n", "item: ('1276', '1453') , 6.360\n", "item: ('925', '216', '1291', '16') , 6.365\n", "item: ('540', '1453', '1276', '224', '128') , 6.368\n", "item: ('540', '224', '128') , 6.373\n", "item: ('933', '130', '910', '1393') , 6.375\n", "item: ('248', '1222', '354', '1502') , 6.380\n", "item: ('540', '284', '1399', '480', '646') , 6.392\n", "item: ('933', '1172', '910') , 6.400\n", "item: ('1453', '224', '1336', '1276') , 6.405\n", "item: ('1399', '890', '157') , 6.433\n", "item: ('323', '1165') , 6.440\n", "item: ('224', '1336') , 6.450\n", "item: ('329', '1272') , 6.450\n", "item: ('1017', '1367') , 6.460\n", "item: ('540', '1453', '1276', '224', '1336') , 6.460\n", "item: ('540', '1276', '1453') , 6.467\n", "item: ('366', '1065', '110') , 6.473\n", "item: ('774', '760', '1222', '1502') , 6.475\n", "item: ('925', '1314', '1291', '409') , 6.485\n", "item: ('667', '224', '1276') , 6.493\n", "item: ('1393', '933', '1172') , 6.493\n", "item: ('1314', '1291', '16', '409') , 6.495\n", "item: ('540', '1399', '890', '157') , 6.495\n", "item: ('1156', '1522') , 6.500\n", "item: ('284', '157', '890', '657', '646') , 6.500\n", "item: ('1455', '1111', '1272') , 6.507\n", "item: ('326', '925', '409') , 6.520\n", "item: ('540', '224', '1336') , 6.527\n", "item: ('1440', '1130') , 6.530\n", "item: ('540', '284', '646', '157', '657', '890') , 6.530\n", "item: ('326', '16', '409') , 6.533\n", "item: ('667', '540', '224', '1276') , 6.540\n", "item: ('366', '843', '1065', '110') , 6.625\n", "item: ('925', '1314', '16', '409') , 6.630\n", "item: ('973', '1156', '68') , 6.633\n", "item: ('760', '1222', '248') , 6.640\n", "item: ('760', '1222', '354') , 6.640\n", "item: ('388', '1324') , 6.650\n", "item: ('871', '328') , 6.660\n", "item: ('925', '1291', '326', '409') , 6.665\n", "item: ('1551', '975') , 6.670\n", "item: ('68', '390', '1522') , 6.673\n", "item: ('409', '1291', '16', '326') , 6.675\n", "item: ('540', '284', '646', '657', '890') , 6.712\n", "item: ('284', '657', '646', '890') , 6.720\n", "item: ('925', '1314', '1291', '16', '409') , 6.724\n", "item: ('540', '646', '157', '480', '890') , 6.728\n", "item: ('266', '1108') , 6.730\n", "item: ('1393', '1172', '910') , 6.733\n", "item: ('480', '646', '890', '157') , 6.740\n", "item: ('774', '1222', '1502') , 6.747\n", "item: ('623', '606', '895') , 6.747\n", "item: ('1111', '329', '1272', '1455') , 6.750\n", "item: ('540', '284', '157', '657', '646') , 6.752\n", "item: ('1065', '27') , 6.770\n", "item: ('284', '657', '646', '157') , 6.770\n", "item: ('540', '284', '1399', '646', '157', '657', '890') , 6.777\n", "item: ('493',) , 6.780\n", "item: ('388', '378') , 6.780\n", "item: ('1399', '540', '890') , 6.787\n", "item: ('1551', '785', '975') , 6.787\n", "item: ('867', '668', '318') , 6.793\n", "item: ('284', '1399', '646', '157', '657', '890') , 6.793\n", "item: ('388', '1254', '211', '1447') , 6.795\n", "item: ('398', '1346') , 6.800\n", "item: ('925', '16', '326', '409') , 6.810\n", "item: ('540', '1453', '667', '224', '128') , 6.812\n", "item: ('1487', '1297') , 6.820\n", "item: ('540', '284', '157', '480', '890') , 6.820\n", "item: ('1399', '890') , 6.840\n", "item: ('667', '1453', '224', '128') , 6.845\n", "item: ('366', '27', '1065', '110') , 6.845\n", "item: ('544', '128') , 6.850\n", "item: ('540', '224', '1276') , 6.853\n", "item: ('1399', '540', '157') , 6.853\n", "item: ('284', '480', '890', '157') , 6.855\n", "item: ('1367',) , 6.860\n", "item: ('326', '925', '1291', '16', '409') , 6.868\n", "item: ('1065', '843', '27') , 6.873\n", "item: ('366', '843', '1065', '27', '110') , 6.892\n", "item: ('1498',) , 6.900\n", "item: ('540', '1453', '667', '224', '1336') , 6.904\n", "item: ('268', '917') , 6.920\n", "item: ('366', '110') , 6.920\n", "item: ('813', '127', '110') , 6.920\n", "item: ('323',) , 6.940\n", "item: ('1399', '157') , 6.940\n", "item: ('1276', '224') , 6.940\n", "item: ('75', '1394', '867', '668') , 6.940\n", "item: ('678', '761', '1017', '1367') , 6.955\n", "item: ('195',) , 6.960\n", "item: ('667', '1453', '224', '1336') , 6.960\n", "item: ('1182', '1498') , 6.970\n", "item: ('75', '867', '668', '512') , 6.970\n", "item: ('540', '284', '1399', '646', '657', '890') , 6.970\n", "item: ('366', '843', '110') , 6.973\n", "item: ('760', '248', '354', '1502') , 6.980\n", "item: ('540', '1399', '157', '890', '480', '646') , 6.983\n", "item: ('678', '761', '1017') , 6.987\n", "item: ('216', '409') , 6.990\n", "item: ('388', '199', '211', '1447') , 6.995\n", "item: ('393', '1535', '853') , 7.000\n", "item: ('540', '284', '1399', '157', '657', '646') , 7.003\n", "item: ('540', '890', '480', '646') , 7.005\n", "item: ('1551', '975', '16') , 7.007\n", "item: ('1551', '785', '975', '16') , 7.010\n", "item: ('785',) , 7.020\n", "item: ('216', '1291', '409') , 7.027\n", "item: ('284', '1399', '890', '657', '646') , 7.028\n", "item: ('1222', '760', '1430', '1502') , 7.030\n", "item: ('445', '35', '851', '1483') , 7.030\n", "item: ('540', '284', '657', '646') , 7.035\n", "item: ('1182',) , 7.040\n", "item: ('1399', '157', '890', '480', '646') , 7.044\n", "item: ('1111', '1455') , 7.050\n", "item: ('540', '480', '646', '157') , 7.055\n", "item: ('1339',) , 7.060\n", "item: ('340', '306') , 7.060\n", "item: ('540', '284', '1399', '157', '480', '890') , 7.060\n", "item: ('284', '1399', '157', '657', '646') , 7.068\n", "item: ('1551', '1108') , 7.070\n", "item: ('843',) , 7.080\n", "item: ('393', '942') , 7.090\n", "item: ('1291',) , 7.100\n", "item: ('540', '1453', '1276', '667', '224') , 7.100\n", "item: ('404', '544') , 7.110\n", "item: ('646', '890', '480') , 7.113\n", "item: ('540', '1453', '224', '128') , 7.115\n", "item: ('1548', '1099') , 7.120\n", "item: ('540', '284', '480', '890') , 7.120\n", "item: ('1222', '248') , 7.130\n", "item: ('1222', '354') , 7.130\n", "item: ('284', '1399', '157', '480', '890') , 7.136\n", "item: ('646', '284', '657') , 7.153\n", "item: ('973', '68', '1522', '1156') , 7.155\n", "item: ('934', '328', '12') , 7.160\n", "item: ('540', '284', '480', '157') , 7.170\n", "item: ('646', '480', '157') , 7.180\n", "item: ('925', '216', '1291', '409') , 7.180\n", "item: ('216', '1291', '16', '409') , 7.190\n", "item: ('1111', '329', '1455') , 7.193\n", "item: ('388', '378', '1254', '211', '1447') , 7.204\n", "item: ('667', '1453', '224', '1276') , 7.205\n", "item: ('216', '925', '409') , 7.207\n", "item: ('667', '540', '1453') , 7.207\n", "item: ('197', '813', '127', '110') , 7.215\n", "item: ('1487', '1403') , 7.220\n", "item: ('216', '16', '409') , 7.220\n", "item: ('366', '843', '27', '110') , 7.220\n", "item: ('540', '1453', '224', '1336') , 7.230\n", "item: ('398',) , 7.240\n", "item: ('1531', '1111', '1272', '1455') , 7.250\n", "item: ('678', '761', '1367') , 7.253\n", "item: ('540', '1399', '890', '480', '646') , 7.256\n", "item: ('895', '606') , 7.260\n", "item: ('224', '1453', '128') , 7.260\n", "item: ('890', '284', '480') , 7.267\n", "item: ('366', '27', '110') , 7.267\n", "item: ('1548', '546') , 7.280\n", "item: ('902', '619', '1397') , 7.280\n", "item: ('540', '284', '1399', '657', '646') , 7.280\n", "item: ('216', '925', '1291', '16', '409') , 7.280\n", "item: ('540', '1399', '157', '480', '646') , 7.296\n", "item: ('1531', '1455', '1111', '329', '1272') , 7.296\n", "item: ('645', '678', '1017', '1367') , 7.315\n", "item: ('925', '216', '16', '409') , 7.325\n", "item: ('1487', '1297', '1403') , 7.327\n", "item: ('284', '480', '157') , 7.333\n", "item: ('75', '867', '668', '1471') , 7.335\n", "item: ('445', '1483', '35') , 7.340\n", "item: ('540', '284', '1399', '480', '890') , 7.348\n", "item: ('785', '16') , 7.350\n", "item: ('1487', '428') , 7.350\n", "item: ('1440',) , 7.360\n", "item: ('390', '1156') , 7.360\n", "item: ('388', '378', '211', '1447', '199') , 7.364\n", "item: ('1291', '925') , 7.370\n", "item: ('1222', '774', '760', '354', '1502') , 7.380\n", "item: ('1222', '774', '760', '248', '1502') , 7.380\n", "item: ('540', '284', '1399', '157', '480') , 7.388\n", "item: ('1291', '16') , 7.390\n", "item: ('890', '480', '1399', '646') , 7.400\n", "item: ('224', '1453', '1336') , 7.413\n", "item: ('1487', '428', '1297') , 7.413\n", "item: ('248', '354', '1502') , 7.420\n", "item: ('933', '1089', '910') , 7.420\n", "item: ('284', '657', '1399', '646') , 7.430\n", "item: ('68', '557', '1156') , 7.433\n", "item: ('933', '130', '910') , 7.447\n", "item: ('678', '761') , 7.450\n", "item: ('1531', '1272') , 7.450\n", "item: ('480', '1399', '646', '157') , 7.450\n", "item: ('1531', '329', '1272') , 7.460\n", "item: ('645', '1017', '678') , 7.467\n", "item: ('1399', '540') , 7.470\n", "item: ('667', '1453') , 7.470\n", "item: ('1291', '16', '925') , 7.473\n", "item: ('540', '1453', '224', '1276') , 7.475\n", "item: ('329',) , 7.480\n", "item: ('761', '1017', '1367') , 7.487\n", "item: ('211', '1254', '1447') , 7.487\n", "item: ('1430', '1222', '1502') , 7.487\n", "item: ('1339', '257') , 7.490\n", "item: ('366', '1065', '843') , 7.513\n", "item: ('1393', '933', '1089') , 7.513\n", "item: ('934', '871', '328', '12') , 7.515\n", "item: ('284', '480', '1399', '890') , 7.515\n", "item: ('27', '843') , 7.520\n", "item: ('843', '1419', '1065', '110') , 7.520\n", "item: ('646', '480', '540') , 7.533\n", "item: ('1543',) , 7.540\n", "item: ('1297',) , 7.540\n", "item: ('1393', '933', '130') , 7.540\n", "item: ('774', '760', '1502') , 7.547\n", "item: ('1487', '1224', '1297') , 7.547\n", "item: ('1487', '1224') , 7.550\n", "item: ('493', '376') , 7.560\n", "item: ('284', '480', '1399', '157') , 7.565\n", "item: ('1312', '1275', '942') , 7.573\n", "item: ('68', '973', '390', '1156') , 7.585\n", "item: ('546', '1099', '1548', '633') , 7.590\n", "item: ('667', '540', '224') , 7.593\n", "item: ('843', '1065', '27', '1419', '110') , 7.608\n", "item: ('540', '157', '890', '657', '646') , 7.616\n", "item: ('785', '975', '898') , 7.620\n", "item: ('366', '27', '843', '1065') , 7.625\n", "item: ('785', '898', '975', '16') , 7.635\n", "item: ('925',) , 7.640\n", "item: ('1487', '1403', '1297', '428') , 7.645\n", "item: ('16', '925') , 7.660\n", "item: ('1065', '1419', '110') , 7.667\n", "item: ('359', '715') , 7.670\n", "item: ('853', '393', '942') , 7.673\n", "item: ('942',) , 7.680\n", "item: ('428', '1487', '1403') , 7.680\n", "item: ('540', '284', '480') , 7.687\n", "item: ('1440', '1130', '1350') , 7.693\n", "item: ('540', '284', '157', '657', '890') , 7.708\n", "item: ('540', '480', '1399', '646') , 7.715\n", "item: ('1394', '867') , 7.720\n", "item: ('540', '1399', '157', '890', '657', '646') , 7.723\n", "item: ('366', '1065') , 7.730\n", "item: ('1222', '760', '248', '354') , 7.730\n", "item: ('556', '80', '323', '1095', '1165') , 7.732\n", "item: ('645', '678', '1367') , 7.733\n", "item: ('1276', '1453', '224') , 7.740\n", "item: ('27', '1419', '1065', '110') , 7.740\n", "item: ('1487', '1297', '1224', '1403') , 7.745\n", "item: ('623', '895', '606', '279') , 7.750\n", "item: ('1393', '1089', '910') , 7.753\n", "item: ('199', '211', '1447') , 7.753\n", "item: ('68', '1522', '1156', '557') , 7.755\n", "item: ('749',) , 7.760\n", "item: ('340',) , 7.760\n", "item: ('678', '1017', '1367', '645', '761') , 7.760\n", "item: ('1531', '1111', '329', '1455') , 7.765\n", "item: ('445', '851', '35') , 7.773\n", "item: ('867', '512') , 7.780\n", "item: ('1393', '130', '910') , 7.780\n", "item: ('540', '284', '646', '157', '657', '480', '890') , 7.780\n", "item: ('1394', '867', '668', '512') , 7.785\n", "item: ('1394', '668') , 7.790\n", "item: ('761', '1017') , 7.800\n", "item: ('540', '284', '1399', '157', '657', '890') , 7.800\n", "item: ('1099', '546', '1255') , 7.807\n", "item: ('366', '1065', '27') , 7.807\n", "item: ('917', '634') , 7.810\n", "item: ('973', '68') , 7.810\n", "item: ('774', '1222', '354', '1502') , 7.810\n", "item: ('774', '1222', '248', '1502') , 7.810\n", "item: ('1487', '1297', '1224', '428') , 7.810\n", "item: ('68', '973', '390', '1522', '1156') , 7.812\n", "item: ('1487', '1224', '1403') , 7.813\n", "item: ('390', '1156', '1522') , 7.813\n", "item: ('1222', '1430', '760', '248', '1502') , 7.824\n", "item: ('1222', '760', '1430', '354', '1502') , 7.824\n", "item: ('378', '1254', '211', '1447') , 7.825\n", "item: ('540', '284', '480', '1399') , 7.830\n", "item: ('149', '1487', '1297') , 7.833\n", "item: ('546', '1099', '1548', '263') , 7.835\n", "item: ('975', '16', '898') , 7.840\n", "item: ('540', '284', '1399', '157', '890', '480', '657', '646') , 7.840\n", "item: ('668', '512') , 7.850\n", "item: ('890', '657', '646', '157') , 7.850\n", "item: ('1130', '1350') , 7.860\n", "item: ('1531', '1111', '1455') , 7.860\n", "item: ('902', '1397') , 7.890\n", "item: ('633', '1099') , 7.900\n", "item: ('1487', '1224', '428') , 7.900\n", "item: ('266', '1108', '1551') , 7.907\n", "item: ('902', '619') , 7.910\n", "item: ('843', '610', '1065', '110') , 7.915\n", "item: ('933', '1089', '1393', '1172', '910') , 7.916\n", "item: ('1297', '1224', '1403', '1487', '428') , 7.916\n", "item: ('110',) , 7.920\n", "item: ('257',) , 7.920\n", "item: ('975', '898') , 7.920\n", "item: ('404', '854', '128') , 7.920\n", "item: ('843', '610', '1065', '27', '110') , 7.924\n", "item: ('556', '80', '1095', '1165') , 7.930\n", "item: ('75', '867', '668', '318') , 7.930\n", "item: ('1399', '157', '890', '657', '646') , 7.932\n", "item: ('933', '130', '1393', '1172', '910') , 7.932\n", "item: ('701',) , 7.940\n", "item: ('1297', '1403') , 7.940\n", "item: ('27',) , 7.960\n", "item: ('646', '480') , 7.960\n", "item: ('149', '1487', '1297', '1403') , 7.960\n", "item: ('284', '646', '157', '480', '657', '890') , 7.963\n", "item: ('284', '657', '890', '157') , 7.965\n", "item: ('645', '1017', '1367') , 7.967\n", "item: ('149', '1487') , 7.980\n", "item: ('1222', '774', '760', '248', '354', '1502') , 7.983\n", "item: ('645', '678', '761', '1017') , 7.985\n", "item: ('366', '843', '1065', '27', '1419', '110') , 7.987\n", "item: ('366', '843', '1065', '1419', '110') , 7.992\n", "item: ('843', '1065', '27', '1381', '110') , 8.004\n", "item: ('284', '1399', '646', '157', '657', '480', '890') , 8.006\n", "item: ('540', '1453') , 8.010\n", "item: ('1487', '428', '1224', '1403') , 8.010\n", "item: ('843', '1065', '1381', '110') , 8.015\n", "item: ('556', '323', '1095', '1132', '1165') , 8.016\n", "item: ('284', '1399', '157', '657', '890') , 8.024\n", "item: ('199', '378', '211', '1447') , 8.025\n", "item: ('149', '1487', '1297', '428') , 8.025\n", "item: ('667', '540', '1453', '224') , 8.030\n", "item: ('667', '224') , 8.050\n", "item: ('546', '633') , 8.060\n", "item: ('1399', '646', '480') , 8.060\n", "item: ('678', '1267', '1017', '1367') , 8.060\n", "item: ('258', '1147') , 8.070\n", "item: ('428', '1297') , 8.070\n", "item: ('1297', '1403', '149', '1487', '428') , 8.088\n", "item: ('388', '211', '1254') , 8.093\n", "item: ('197',) , 8.100\n", "item: ('149', '1487', '1403') , 8.100\n", "item: ('68', '973', '1522') , 8.113\n", "item: ('27', '843', '1419', '110') , 8.115\n", "item: ('540', '657', '646', '890') , 8.115\n", "item: ('149', '1487', '1297', '1224') , 8.125\n", "item: ('445', '851', '1483', '1520') , 8.130\n", "item: ('35', '851', '1483') , 8.133\n", "item: ('27', '610', '1065', '110') , 8.135\n", "item: ('540', '284', '646', '480', '657', '890') , 8.140\n", "item: ('540', '1399', '890', '657', '646') , 8.144\n", "item: ('1394', '867', '668', '1471') , 8.150\n", "item: ('540', '284', '1399', '646', '657', '480', '890') , 8.157\n", "item: ('933', '1172') , 8.160\n", "item: ('428', '1297', '1403') , 8.160\n", "item: ('898', '1551', '785', '975', '16') , 8.160\n", "item: ('540', '657', '646', '157') , 8.165\n", "item: ('843', '1419', '110') , 8.167\n", "item: ('1297', '1224', '1403', '149', '1487') , 8.168\n", "item: ('366', '1065', '27', '1419', '110') , 8.168\n", "item: ('645', '678') , 8.170\n", "item: ('540', '284', '157', '480', '657', '646') , 8.173\n", "item: ('867', '668', '1471', '512') , 8.180\n", "item: ('556', '80', '323', '1095') , 8.180\n", "item: ('540', '1399', '157', '657', '646') , 8.184\n", "item: ('68', '390', '1156', '557') , 8.185\n", "item: ('645', '678', '761', '1367') , 8.185\n", "item: ('540', '284', '1399', '157', '480', '657', '646') , 8.186\n", "item: ('149', '1487', '428') , 8.187\n", "item: ('284', '480') , 8.190\n", "item: ('610', '1065', '110') , 8.193\n", "item: ('761', '1367') , 8.200\n", "item: ('1399', '284', '480') , 8.213\n", "item: ('1394', '678', '1017', '1367') , 8.220\n", "item: ('366', '1419', '1065', '110') , 8.220\n", "item: ('1297', '1224', '149', '1487', '428') , 8.220\n", "item: ('1487', '149', '1403', '428') , 8.225\n", "item: ('546', '1099', '263', '633') , 8.225\n", "item: ('540', '284', '657', '890') , 8.230\n", "item: ('27', '1065', '1381', '110') , 8.235\n", "item: ('556', '323', '1095', '778', '1165') , 8.236\n", "item: ('540', '284', '1399', '657', '890') , 8.236\n", "item: ('623', '279') , 8.240\n", "item: ('1297', '1224', '1403', '149', '1487', '428') , 8.240\n", "item: ('540', '480', '890', '157') , 8.250\n", "item: ('366', '843', '610', '1065', '27', '110') , 8.250\n", "item: ('540', '1399', '157', '480', '890') , 8.252\n", "item: ('1399',) , 8.260\n", "item: ('556', '80', '323', '1165') , 8.260\n", "item: ('1224', '1297') , 8.270\n", "item: ('540', '284', '1399', '157', '657') , 8.276\n", "item: ('388', '378', '1254', '211') , 8.280\n", "item: ('1551', '785', '898', '975') , 8.280\n", "item: ('540', '284', '657', '157') , 8.280\n", "item: ('556', '1095', '1132', '1165') , 8.285\n", "item: ('760', '1430', '1502') , 8.287\n", "item: ('68', '390', '1522', '1156', '557') , 8.292\n", "item: ('1297', '1224', '1403') , 8.293\n", "item: ('813', '197', '127') , 8.300\n", "item: ('366', '843', '27') , 8.307\n", "item: ('366', '843', '610', '1065', '110') , 8.308\n", "item: ('68', '1432', '1156') , 8.313\n", "item: ('366', '843', '1065', '27', '1381', '110') , 8.317\n", "item: ('1086', '1003') , 8.320\n", "item: ('149', '1224', '1487') , 8.320\n", "item: ('1551', '785', '16') , 8.320\n", "item: ('1487', '149', '1224', '1403') , 8.325\n", "item: ('1065', '1381', '110') , 8.327\n", "item: ('760', '354') , 8.330\n", "item: ('760', '248') , 8.330\n", "item: ('1403',) , 8.340\n", "item: ('376',) , 8.340\n", "item: ('925', '1291', '16', '409') , 8.340\n", "item: ('248', '1222', '760', '1430', '354', '1502') , 8.353\n", "item: ('678', '1267', '1017', '1367', '761') , 8.356\n", "item: ('388', '211', '199') , 8.360\n", "item: ('645', '761', '1017', '1367') , 8.360\n", "item: ('248', '1222', '1430', '1502') , 8.365\n", "item: ('1430', '1222', '354', '1502') , 8.365\n", "item: ('934', '12') , 8.370\n", "item: ('1403', '1297', '1224', '428') , 8.370\n", "item: ('1297', '1224', '428') , 8.380\n", "item: ('1224', '1403', '1487', '149', '428') , 8.380\n", "item: ('366', '843', '1065', '1381', '110') , 8.388\n", "item: ('263', '1099') , 8.390\n", "item: ('149', '1487', '1224', '428') , 8.390\n", "item: ('813', '127') , 8.400\n", "item: ('284', '1399', '646', '657', '480', '890') , 8.403\n", "item: ('774', '760', '248', '1502') , 8.410\n", "item: ('774', '760', '354', '1502') , 8.410\n", "item: ('68', '1522', '1156', '1432') , 8.415\n", "item: ('1222', '248', '354') , 8.420\n", "item: ('895', '606', '279') , 8.427\n", "item: ('284', '890', '480', '657', '646') , 8.432\n", "item: ('284', '1399', '157', '657', '480', '646') , 8.437\n", "item: ('1339', '893', '257') , 8.440\n", "item: ('903', '398', '1346') , 8.440\n", "item: ('934', '871', '12') , 8.440\n", "item: ('1551', '898', '975', '16') , 8.445\n", "item: ('1222', '774', '248', '354', '1502') , 8.448\n", "item: ('678', '1267', '1017') , 8.460\n", "item: ('27', '1419', '110') , 8.460\n", "item: ('366', '843', '27', '1419', '110') , 8.468\n", "item: ('428', '1403') , 8.470\n", "item: ('284', '157', '657', '480', '646') , 8.472\n", "item: ('366', '843') , 8.480\n", "item: ('1531', '329') , 8.480\n", "item: ('667', '224', '1453') , 8.480\n", "item: ('199', '388', '378', '211') , 8.480\n", "item: ('1394', '678', '1017', '1367', '761') , 8.484\n", "item: ('366', '610', '1065', '27', '110') , 8.484\n", "item: ('774', '1502') , 8.490\n", "item: ('1394', '867', '75', '668', '512') , 8.496\n", "item: ('867', '1471') , 8.510\n", "item: ('890', '657', '1399', '646') , 8.510\n", "item: ('843', '27', '610', '110') , 8.510\n", "item: ('1172', '910') , 8.520\n", "item: ('645', '1017') , 8.520\n", "item: ('27', '843', '1419', '1065') , 8.520\n", "item: ('556', '323', '1095', '1132') , 8.535\n", "item: ('933', '130', '1089', '1393', '910') , 8.544\n", "item: ('760', '1222', '774') , 8.547\n", "item: ('204', '1513') , 8.550\n", "item: ('263', '546') , 8.550\n", "item: ('1291', '925', '409') , 8.560\n", "item: ('556', '1095', '778', '1165') , 8.560\n", "item: ('657', '1399', '646', '157') , 8.560\n", "item: ('366', '1065', '27', '1381', '110') , 8.564\n", "item: ('1291', '16', '409') , 8.573\n", "item: ('1324',) , 8.580\n", "item: ('871',) , 8.580\n", "item: ('668', '1471') , 8.580\n", "item: ('149', '1297', '1403') , 8.580\n", "item: ('149', '1403', '1297', '428') , 8.585\n", "item: ('540', '224') , 8.590\n", "item: ('1095', '556', '80') , 8.593\n", "item: ('646', '890', '657') , 8.593\n", "item: ('366', '843', '1419', '110') , 8.595\n", "item: ('1505',) , 8.600\n", "item: ('428',) , 8.600\n", "item: ('445', '35') , 8.610\n", "item: ('27', '843', '1381', '110') , 8.610\n", "item: ('540', '284', '1399', '480', '657', '646') , 8.613\n", "item: ('556', '323', '1132', '1165') , 8.615\n", "item: ('366', '610', '1065', '110') , 8.615\n", "item: ('284', '657', '1399', '890') , 8.625\n", "item: ('670', '1275', '942') , 8.627\n", "item: ('678', '761', '645') , 8.627\n", "item: ('1551', '785') , 8.640\n", "item: ('678', '1267', '1017', '1367', '645') , 8.644\n", "item: ('480', '1399', '890', '157') , 8.645\n", "item: ('388', '1254', '1447') , 8.647\n", "item: ('428', '1224', '1403') , 8.647\n", "item: ('1393', '1172') , 8.660\n", "item: ('646', '657', '157') , 8.660\n", "item: ('149', '1297', '428') , 8.667\n", "item: ('934', '871', '328') , 8.667\n", "item: ('1297', '1224', '1403', '149', '428') , 8.668\n", "item: ('1224', '1403') , 8.670\n", "item: ('1394', '1017', '678') , 8.673\n", "item: ('284', '657', '1399', '157') , 8.675\n", "item: ('540', '284', '480', '657', '646') , 8.684\n", "item: ('149', '1297', '1224', '1403') , 8.685\n", "item: ('68', '390', '973') , 8.687\n", "item: ('1440', '1350') , 8.690\n", "item: ('610', '843', '110') , 8.693\n", "item: ('68', '973', '390', '1522') , 8.695\n", "item: ('388', '378', '1254', '1447') , 8.695\n", "item: ('1339', '893') , 8.700\n", "item: ('1108', '222') , 8.700\n", "item: ('149', '1297') , 8.700\n", "item: ('1551', '975', '898') , 8.700\n", "item: ('556', '80', '1165') , 8.700\n", "item: ('1065', '843', '1419') , 8.707\n", "item: ('1419', '110') , 8.710\n", "item: ('934', '328') , 8.710\n", "item: ('366', '1065', '1381', '110') , 8.715\n", "item: ('1522',) , 8.720\n", "item: ('1272', '329', '1455') , 8.720\n", "item: ('678', '1267', '1367') , 8.727\n", "item: ('761', '678', '1267', '1017') , 8.730\n", "item: ('1394', '867', '668', '318') , 8.745\n", "item: ('890', '284', '657') , 8.747\n", "item: ('149', '1297', '1224', '428') , 8.750\n", "item: ('16', '925', '409') , 8.753\n", "item: ('80', '323', '1095', '1165') , 8.755\n", "item: ('1394', '678', '1017', '1367', '645') , 8.772\n", "item: ('890', '480', '157') , 8.773\n", "item: ('867', '668', '318', '512') , 8.775\n", "item: ('1312', '942') , 8.780\n", "item: ('366', '843', '610', '27', '110') , 8.784\n", "item: ('1394', '867', '1471', '75', '668') , 8.788\n", "item: ('366', '843', '1065', '27', '1419') , 8.792\n", "item: ('678', '1267', '1017', '1367', '645', '761') , 8.793\n", "item: ('1224', '428') , 8.800\n", "item: ('149', '1224', '1297') , 8.800\n", "item: ('540', '1399', '157', '890', '657', '480', '646') , 8.803\n", "item: ('445', '1483', '1520') , 8.807\n", "item: ('556', '323', '1095', '778') , 8.810\n", "item: ('867', '1471', '75', '668', '512') , 8.812\n", "item: ('284', '657', '157') , 8.813\n", "item: ('366', '27', '1419', '110') , 8.815\n", "item: ('68', '390', '1522', '1156', '1432') , 8.820\n", "item: ('540', '657', '1399', '646') , 8.825\n", "item: ('843', '1381', '110') , 8.827\n", "item: ('853',) , 8.840\n", "item: ('378',) , 8.840\n", "item: ('540', '224', '1453') , 8.840\n", "item: ('68', '390', '1156', '1432') , 8.845\n", "item: ('843', '610', '1065', '27', '1419', '110') , 8.847\n", "item: ('645', '761', '1017') , 8.860\n", "item: ('366', '843', '27', '1381', '110') , 8.864\n", "item: ('540', '284', '1399', '157', '480', '657', '890') , 8.869\n", "item: ('200',) , 8.880\n", "item: ('404', '854', '128', '544') , 8.880\n", "item: ('1394', '678', '761', '1017') , 8.890\n", "item: ('556', '323', '778', '1165') , 8.890\n", "item: ('1222', '1430', '248', '354', '1502') , 8.892\n", "item: ('540', '646', '157', '480', '657', '890') , 8.893\n", "item: ('388', '199', '378', '1447') , 8.895\n", "item: ('1394', '678', '1017', '1367', '645', '761') , 8.900\n", "item: ('1368', '785', '975', '16') , 8.905\n", "item: ('1531', '329', '1272', '1455') , 8.910\n", "item: ('540', '480', '1399', '890') , 8.910\n", "item: ('68', '557', '1522') , 8.913\n", "item: ('388', '1447', '199') , 8.913\n", "item: ('843', '1065', '27', '1419', '1381', '110') , 8.913\n", "item: ('843', '27', '610', '1065') , 8.915\n", "item: ('366', '27') , 8.920\n", "item: ('645', '1367') , 8.920\n", "item: ('75', '1394', '867') , 8.927\n", "item: ('774', '760', '248', '354', '1502') , 8.928\n", "item: ('761', '678', '1267', '1367') , 8.930\n", "item: ('428', '1403', '149') , 8.933\n", "item: ('1394', '678', '1367') , 8.940\n", "item: ('540', '284', '657', '1399') , 8.940\n", "item: ('149', '1403', '1224', '428') , 8.950\n", "item: ('1267', '1017', '1367') , 8.960\n", "item: ('540', '480', '1399', '157') , 8.960\n", "item: ('248', '760', '1430', '1502') , 8.965\n", "item: ('760', '1430', '354', '1502') , 8.965\n", "item: ('75', '867', '512') , 8.967\n", "item: ('1222', '774', '760', '1430', '1502') , 8.968\n", "item: ('1551', '16') , 8.970\n", "item: ('540', '284', '157', '480', '657', '890') , 8.970\n", "item: ('75', '1394', '668') , 8.973\n", "item: ('610', '27', '110') , 8.987\n", "item: ('366', '843', '610', '110') , 8.990\n", "item: ('266', '1108', '222') , 8.993\n", "item: ('366', '843', '610', '1065', '27', '1419', '110') , 8.994\n", "item: ('1224',) , 9.000\n", "item: ('1065', '27', '1419') , 9.000\n", "item: ('366', '843', '1419', '1065') , 9.000\n", "item: ('284', '1399', '480', '657', '646') , 9.000\n", "item: ('546', '1099', '1548', '1255') , 9.005\n", "item: ('68', '557') , 9.010\n", "item: ('75', '668', '512') , 9.013\n", "item: ('646', '540', '657') , 9.013\n", "item: ('27', '843', '1065', '1381') , 9.015\n", "item: ('1291', '409') , 9.020\n", "item: ('843', '610', '1065', '1419', '110') , 9.024\n", "item: ('556', '80', '323') , 9.033\n", "item: ('903', '1346') , 9.040\n", "item: ('366', '843', '1065', '27', '1419', '1381', '110') , 9.051\n", "item: ('1095', '556', '1132') , 9.067\n", "item: ('149', '1224', '1403') , 9.067\n", "item: ('645', '678', '1267', '1017') , 9.090\n", "item: ('366', '843', '1381', '110') , 9.090\n", "item: ('1394', '678', '761', '1367') , 9.090\n", "item: ('149', '1403') , 9.100\n", "item: ('366', '1419', '110') , 9.100\n", "item: ('546', '1099', '1548', '263', '633') , 9.100\n", "item: ('843', '1065', '1419', '1381', '110') , 9.104\n", "item: ('1267', '761', '1017', '1367') , 9.105\n", "item: ('933', '1172', '910', '1089') , 9.105\n", "item: ('366', '843', '610', '1065', '27') , 9.108\n", "item: ('323', '1095', '1132', '1165') , 9.110\n", "item: ('27', '1381', '110') , 9.120\n", "item: ('933', '130', '1172', '910') , 9.125\n", "item: ('645', '761', '1367') , 9.127\n", "item: ('753', '200', '1063') , 9.127\n", "item: ('540', '890', '480') , 9.127\n", "item: ('893', '257') , 9.130\n", "item: ('867', '668', '1471', '318') , 9.140\n", "item: ('540', '1399', '157', '657', '890') , 9.140\n", "item: ('35', '1483') , 9.150\n", "item: ('149', '1224', '428') , 9.153\n", "item: ('785', '16', '898') , 9.153\n", "item: ('68', '973', '1156', '1522', '557') , 9.156\n", "item: ('1399', '157', '890', '657', '480', '646') , 9.157\n", "item: ('813', '197', '110') , 9.160\n", "item: ('1063', '133', '200') , 9.160\n", "item: ('774', '248', '760', '1222') , 9.160\n", "item: ('356', '306', '69', '340') , 9.160\n", "item: ('774', '760', '1222', '354') , 9.160\n", "item: ('540', '284', '657') , 9.167\n", "item: ('366', '843', '610', '1065', '1419', '110') , 9.167\n", "item: ('556', '1132', '1165') , 9.173\n", "item: ('1394', '1017', '1367') , 9.173\n", "item: ('933', '1172', '1089', '1393') , 9.175\n", "item: ('1368', '1551', '785', '975', '16') , 9.176\n", "item: ('843', '610', '1065', '27', '1381', '110') , 9.177\n", "item: ('678', '1267', '1017', '645', '761') , 9.180\n", "item: ('1504', '678', '1017', '1367') , 9.185\n", "item: ('284', '657', '480', '646') , 9.185\n", "item: ('366', '843', '1065', '27', '1381') , 9.188\n", "item: ('388', '378', '1254', '211', '1447', '199') , 9.190\n", "item: ('540', '480', '157') , 9.193\n", "item: ('933', '130', '1172', '1393') , 9.195\n", "item: ('337', '1063', '200') , 9.200\n", "item: ('610', '1065', '27', '1419', '110') , 9.200\n", "item: ('851', '35', '1520', '445', '1483') , 9.204\n", "item: ('366', '27', '610', '110') , 9.210\n", "item: ('760', '248', '354') , 9.220\n", "item: ('1551', '1108', '222') , 9.220\n", "item: ('366', '27', '1419', '1065') , 9.220\n", "item: ('149', '428') , 9.230\n", "item: ('610', '1065', '843') , 9.233\n", "item: ('284', '1399', '157', '657', '480', '890') , 9.233\n", "item: ('366', '843', '1065', '1419', '1381', '110') , 9.233\n", "item: ('445', '851', '1520') , 9.240\n", "item: ('753', '1063') , 9.250\n", "item: ('1394', '645', '678', '1017') , 9.250\n", "item: ('973', '1522', '1156') , 9.253\n", "item: ('1504', '678', '1017', '1367', '761') , 9.256\n", "item: ('268', '634', '1117') , 9.260\n", "item: ('388', '1254', '211', '1447', '199') , 9.260\n", "item: ('1394', '867', '75', '668', '318') , 9.264\n", "item: ('68', '973', '1156', '557') , 9.265\n", "item: ('1394', '761', '1017', '1367') , 9.265\n", "item: ('1543', '756') , 9.270\n", "item: ('366', '843', '610', '1065', '27', '1381', '110') , 9.277\n", "item: ('1065', '27', '1419', '1381', '110') , 9.280\n", "item: ('760', '1222', '1430') , 9.287\n", "item: ('867', '75', '668', '318', '512') , 9.288\n", "item: ('925', '409') , 9.290\n", "item: ('1543', '1366') , 9.290\n", "item: ('645', '678', '1267', '1367') , 9.290\n", "item: ('68', '390', '1522', '557') , 9.295\n", "item: ('892', '1086') , 9.300\n", "item: ('1063', '133') , 9.300\n", "item: ('1222', '774', '760', '1430', '354', '1502') , 9.307\n", "item: ('248', '1222', '774', '760', '1430', '1502') , 9.307\n", "item: ('1394', '678', '1017', '645', '761') , 9.308\n", "item: ('16', '409') , 9.310\n", "item: ('1551', '1108', '222', '266') , 9.310\n", "item: ('366', '27', '1381', '110') , 9.310\n", "item: ('785', '975', '1368') , 9.313\n", "item: ('366', '610', '1065', '27', '1419', '110') , 9.313\n", "item: ('774', '354', '1502') , 9.327\n", "item: ('774', '248', '1502') , 9.327\n", "item: ('808', '398', '1346') , 9.333\n", "item: ('540', '1399', '890', '657', '480', '646') , 9.333\n", "item: ('157', '890', '480', '657', '646') , 9.336\n", "item: ('1453',) , 9.340\n", "item: ('1272', '1455') , 9.340\n", "item: ('678', '1267', '1367', '645', '761') , 9.340\n", "item: ('1172', '1089', '910', '1393') , 9.355\n", "item: ('151', '1299') , 9.360\n", "item: ('1063', '337') , 9.360\n", "item: ('1095', '80', '1165') , 9.360\n", "item: ('540', '657', '890', '157') , 9.360\n", "item: ('1065', '843', '1381') , 9.367\n", "item: ('268', '634', '657') , 9.367\n", "item: ('540', '1399', '157', '657', '480', '646') , 9.367\n", "item: ('1394', '678', '1267', '1017', '1367') , 9.368\n", "item: ('785', '975', '16', '586') , 9.370\n", "item: ('973', '68', '390', '1522', '1156', '557') , 9.370\n", "item: ('1430', '760', '248', '354', '1502') , 9.372\n", "item: ('130', '1172', '910', '1393') , 9.375\n", "item: ('366', '1065', '27', '1419', '1381', '110') , 9.380\n", "item: ('1297', '1224', '1403', '1487', '1237', '428') , 9.383\n", "item: ('323', '1095', '778', '1165') , 9.385\n", "item: ('1455', '1531', '1272') , 9.387\n", "item: ('366', '843', '610', '1065') , 9.395\n", "item: ('546', '1099', '633', '1255') , 9.395\n", "item: ('1394', '678', '1267', '1017', '1367', '761') , 9.397\n", "item: ('540', '284', '1399', '657', '480', '890') , 9.410\n", "item: ('843', '610', '1065', '1381', '110') , 9.420\n", "item: ('284', '157', '657', '480', '890') , 9.428\n", "item: ('149', '1224') , 9.430\n", "item: ('1551', '785', '898', '16') , 9.430\n", "item: ('1095', '556', '778') , 9.433\n", "item: ('556', '80', '323', '1095', '1132', '1165') , 9.433\n", "item: ('388',) , 9.440\n", "item: ('1312', '1275') , 9.440\n", "item: ('540', '284', '1399', '157', '480', '657') , 9.443\n", "item: ('1394', '645', '678', '1367') , 9.450\n", "item: ('1297', '1224', '1403', '149', '1487', '1237', '428') , 9.451\n", "item: ('75', '867', '1471') , 9.453\n", "item: ('1297', '1403', '1487', '1237', '428') , 9.460\n", "item: ('1394', '867', '1471', '668', '512') , 9.464\n", "item: ('645', '1267', '1017', '1367') , 9.465\n", "item: ('1548', '633', '1099') , 9.467\n", "item: ('378', '1254', '211') , 9.467\n", "item: ('1394', '678', '1367', '645', '761') , 9.468\n", "item: ('1531',) , 9.480\n", "item: ('903', '398') , 9.480\n", "item: ('1267', '1017', '1367', '645', '761') , 9.480\n", "item: ('933', '130', '1089', '1393', '1172', '910') , 9.480\n", "item: ('68', '557', '390') , 9.487\n", "item: ('366', '843', '1065', '1381') , 9.495\n", "item: ('366', '843', '610', '1065', '1381', '110') , 9.497\n", "item: ('610', '110') , 9.500\n", "item: ('27', '843', '1419') , 9.500\n", "item: ('75', '668', '1471') , 9.500\n", "item: ('843', '610', '27', '1419', '110') , 9.500\n", "item: ('68', '973', '390', '1156', '557') , 9.500\n", "item: ('556', '1132', '323') , 9.507\n", "item: ('1419', '610', '1065', '110') , 9.510\n", "item: ('973', '1156') , 9.520\n", "item: ('1065', '1419') , 9.520\n", "item: ('610', '1065', '27') , 9.527\n", "item: ('942', '227', '1275') , 9.527\n", "item: ('1297', '1403', '1487', '149', '1237', '428') , 9.527\n", "item: ('1222', '774', '760', '248', '354') , 9.528\n", "item: ('1368', '975', '16') , 9.533\n", "item: ('761',) , 9.540\n", "item: ('556', '778', '1165') , 9.540\n", "item: ('1399', '646', '657') , 9.540\n", "item: ('1297', '1224', '1403', '1487', '1237') , 9.540\n", "item: ('1504', '678', '1017', '1367', '645', '761') , 9.543\n", "item: ('1504', '678', '1017', '1367', '645') , 9.544\n", "item: ('540', '890', '480', '657', '646') , 9.548\n", "item: ('586', '1551', '785', '975', '16') , 9.548\n", "item: ('248', '1222', '774', '760', '1430', '354', '1502') , 9.549\n", "item: ('973', '390', '1522', '1156') , 9.550\n", "item: ('1551', '785', '1368', '975') , 9.550\n", "item: ('1440', '1130', '475') , 9.553\n", "item: ('366', '843', '610', '27', '1419', '110') , 9.563\n", "item: ('1548', '546', '633') , 9.573\n", "item: ('266',) , 9.580\n", "item: ('390', '1522') , 9.580\n", "item: ('917', '268', '1117', '634') , 9.580\n", "item: ('867', '1471', '75', '668', '318') , 9.580\n", "item: ('843', '27', '1419', '1381', '110') , 9.580\n", "item: ('366', '610', '1065', '1419', '110') , 9.584\n", "item: ('540', '157', '657', '480', '646') , 9.588\n", "item: ('393', '853') , 9.590\n", "item: ('1297', '1224', '1487', '1237', '428') , 9.592\n", "item: ('1297', '1224', '1403', '149', '1487', '1237') , 9.593\n", "item: ('366', '27', '843', '1419') , 9.595\n", "item: ('610', '1065', '27', '1381', '110') , 9.596\n", "item: ('1430', '1502') , 9.600\n", "item: ('851', '1483', '1520') , 9.600\n", "item: ('1394', '1017', '1367', '645', '761') , 9.608\n", "item: ('623', '895') , 9.610\n", "item: ('1419', '1065', '1381', '110') , 9.610\n", "item: ('366', '27', '610', '1065') , 9.615\n", "item: ('556', '80', '323', '1095', '778', '1165') , 9.617\n", "item: ('678', '761', '1267') , 9.620\n", "item: ('1394', '678', '1267', '1017', '1367', '645', '761') , 9.623\n", "item: ('645', '1394', '1017', '1367') , 9.625\n", "item: ('69', '356', '306') , 9.627\n", "item: ('366', '610', '110') , 9.627\n", "item: ('366', '843', '27', '1419', '1381', '110') , 9.630\n", "item: ('1394', '678', '1267', '1017', '1367', '645') , 9.637\n", "item: ('1297', '1224', '1487', '149', '1237', '428') , 9.637\n", "item: ('366', '1065', '1419') , 9.640\n", "item: ('546', '1099', '263', '1255') , 9.640\n", "item: ('540', '284', '480', '657', '890') , 9.640\n", "item: ('366', '610', '1065', '27', '1381', '110') , 9.643\n", "item: ('1399', '890', '480') , 9.653\n", "item: ('1070', '1236') , 9.660\n", "item: ('678', '1267') , 9.660\n", "item: ('1065', '27', '1381') , 9.660\n", "item: ('268', '917', '657', '634') , 9.660\n", "item: ('366', '1065', '1419', '1381', '110') , 9.664\n", "item: ('1440', '1350', '1130', '475') , 9.670\n", "item: ('1487', '1237', '1297', '1403') , 9.675\n", "item: ('1368', '898', '785', '975', '16') , 9.676\n", "item: ('540', '284', '157', '480', '657') , 9.680\n", "item: ('973', '68', '1156', '1522', '1432') , 9.684\n", "item: ('1210', '1339', '257') , 9.687\n", "item: ('933', '1089') , 9.690\n", "item: ('813', '110') , 9.690\n", "item: ('1399', '284', '657') , 9.693\n", "item: ('1095', '80', '323') , 9.693\n", "item: ('1381', '110') , 9.700\n", "item: ('867', '318') , 9.700\n", "item: ('1297', '1403', '149', '1487', '1237') , 9.712\n", "item: ('1551', '1368', '975', '16') , 9.715\n", "item: ('366', '27', '1065', '1381') , 9.715\n", "item: ('1222', '760', '1430', '354') , 9.715\n", "item: ('1430', '248', '760', '1222') , 9.715\n", "item: ('1399', '480', '157') , 9.720\n", "item: ('933', '130') , 9.730\n", "item: ('199', '378', '211') , 9.733\n", "item: ('1487', '1237', '1297', '428') , 9.740\n", "item: ('774', '248', '354', '1502') , 9.745\n", "item: ('1224', '1403', '1487', '1237', '428') , 9.752\n", "item: ('657', '1399', '890', '157') , 9.755\n", "item: ('902',) , 9.760\n", "item: ('366', '1381', '110') , 9.760\n", "item: ('1297', '1487', '149', '1237', '428') , 9.764\n", "item: ('668', '318') , 9.770\n", "item: ('1224', '1403', '149', '1487', '1237', '428') , 9.770\n", "item: ('1368', '898', '1551', '785', '975', '16') , 9.773\n", "item: ('1394', '867', '1471', '75', '668', '512') , 9.777\n", "item: ('211', '1254') , 9.780\n", "item: ('843', '610', '1065', '27', '1419', '1381', '110') , 9.789\n", "item: ('1548', '263', '1099') , 9.793\n", "item: ('68', '1432', '1522') , 9.793\n", "item: ('774', '1222', '1430', '1502') , 9.795\n", "item: ('35', '851') , 9.800\n", "item: ('80', '323', '1165') , 9.800\n", "item: ('366', '843', '610', '1065', '27', '1419', '1381', '110') , 9.800\n", "item: ('973', '68', '390', '1156', '1522', '1432') , 9.810\n", "item: ('843', '610', '1065', '27', '1419') , 9.824\n", "item: ('973', '390', '1156') , 9.827\n", "item: ('678', '761', '1394') , 9.833\n", "item: ('1095', '1132', '1165') , 9.833\n", "item: ('366', '843', '610', '1065', '27', '1419') , 9.833\n", "item: ('1347', '638') , 9.840\n", "item: ('1487', '1237', '1297', '1224') , 9.840\n", "item: ('1297', '1224', '149', '1487', '1237') , 9.844\n", "item: ('388', '1358', '1324') , 9.847\n", "item: ('1210', '1339', '893', '257') , 9.850\n", "item: ('761', '1017', '1267') , 9.853\n", "item: ('556', '323', '1095', '1132', '778', '1165') , 9.853\n", "item: ('1504', '678', '761', '1017') , 9.855\n", "item: ('149',) , 9.860\n", "item: ('1543', '756', '1366') , 9.860\n", "item: ('1399', '890', '480', '657', '646') , 9.864\n", "item: ('556', '778', '323') , 9.873\n", "item: ('366',) , 9.880\n", "item: ('366', '843', '610', '1419', '110') , 9.884\n", "item: ('843', '1419', '610', '110') , 9.885\n", "item: ('785', '898') , 9.890\n", "item: ('933', '130', '910', '1089') , 9.890\n", "item: ('366', '843', '610', '27', '1381', '110') , 9.893\n", "item: ('843', '610', '27', '1381', '110') , 9.896\n", "item: ('1548', '263', '546') , 9.900\n", "item: ('942', '1312', '670', '1275') , 9.900\n", "item: ('366', '843', '1065', '27', '1419', '1381') , 9.900\n", "item: ('1394', '678', '1267', '1017', '761') , 9.904\n", "item: ('1399', '157', '657', '480', '646') , 9.904\n", "item: ('843', '1065', '27', '1419', '1381') , 9.904\n", "item: ('224', '1453') , 9.920\n", "item: ('1551', '266') , 9.920\n", "item: ('1403', '1487', '149', '1237', '428') , 9.924\n", "item: ('973', '68', '1156', '1432') , 9.925\n", "item: ('903', '808', '398', '1346') , 9.930\n", "item: ('556', '80', '1095', '1132', '1165') , 9.932\n", "item: ('785', '975', '586') , 9.933\n", "item: ('1487', '1403', '1237', '428') , 9.940\n", "item: ('1394', '867', '668', '318', '512') , 9.940\n", "item: ('68', '390', '1522', '1432') , 9.955\n", "item: ('902', '619', '1397', '642') , 9.955\n", "item: ('284', '1399', '657', '480', '890') , 9.956\n", "item: ('678', '1017', '1504') , 9.960\n", "item: ('645', '1267', '678', '761') , 9.960\n", "item: ('933', '130', '1089', '1393') , 9.960\n", "item: ('366', '843', '1419', '1381', '110') , 9.964\n", "item: ('248', '1222', '760', '1430', '354') , 9.972\n", "item: ('1394', '678') , 9.980\n", "item: ('445', '35', '1483', '1520') , 9.980\n", "item: ('366', '610', '1065', '1381', '110') , 9.980\n", "item: ('843', '1419', '1381', '110') , 9.985\n", "item: ('774', '1222') , 9.990\n", "item: ('366', '27', '843', '610') , 9.990\n", "item: ('623', '279', '895') , 9.993\n", "item: ('1394', '678', '1267', '1017') , 9.995\n", "item: ('284', '1399', '157', '657', '480') , 9.996\n", "item: ('1224', '1403', '149', '1487', '1237') , 10.004\n", "item: ('610', '1065', '1381', '110') , 10.005\n", "item: ('1267', '1017') , 10.010\n", "item: ('1297', '1224', '1403', '149', '1237', '428') , 10.010\n", "item: ('1551', '785', '898') , 10.013\n", "item: ('1551', '785', '975', '586') , 10.015\n", "item: ('1350',) , 10.020\n", "item: ('378', '1254', '1447') , 10.020\n", "item: ('619', '1397', '642') , 10.020\n", "item: ('540', '657', '1399', '890') , 10.020\n", "item: ('610', '27', '843') , 10.027\n", "item: ('973', '68', '390', '1156', '1432') , 10.028\n", "item: ('248', '1222', '774', '1430', '1502') , 10.036\n", "item: ('1222', '774', '1430', '354', '1502') , 10.036\n", "item: ('546', '1099', '1548', '633', '1255') , 10.036\n", "item: ('1487', '1237', '1224', '1403') , 10.040\n", "item: ('1297', '1224', '1403', '1237', '428') , 10.040\n", "item: ('1504', '678', '1267', '1017', '1367', '761') , 10.040\n", "item: ('898', '586', '785', '975', '16') , 10.048\n", "item: ('1089', '910') , 10.050\n", "item: ('833', '1339', '257') , 10.053\n", "item: ('557', '1156', '1522') , 10.053\n", "item: ('1394', '867', '512') , 10.053\n", "item: ('1504', '678', '761', '1367') , 10.055\n", "item: ('149', '1487', '1237', '1297') , 10.055\n", "item: ('1224', '1487', '149', '1237', '428') , 10.056\n", "item: ('366', '610', '27', '1419', '110') , 10.060\n", "item: ('366', '843', '610', '1065', '1419', '1381', '110') , 10.063\n", "item: ('1394', '678', '1267', '1367', '761') , 10.064\n", "item: ('1430', '248', '1502') , 10.067\n", "item: ('1430', '354', '1502') , 10.067\n", "item: ('1394', '761', '1017') , 10.067\n", "item: ('540', '657', '1399', '157') , 10.070\n", "item: ('1531', '329', '1455') , 10.073\n", "item: ('1399', '540', '480') , 10.073\n", "item: ('556', '80') , 10.080\n", "item: ('1504', '678', '1017', '645', '761') , 10.080\n", "item: ('898', '586', '1551', '785', '975', '16') , 10.083\n", "item: ('1394', '678', '1267', '1017', '645', '761') , 10.083\n", "item: ('378', '1254', '211', '1447', '199') , 10.084\n", "item: ('130', '910') , 10.090\n", "item: ('366', '843', '27', '1381') , 10.090\n", "item: ('69', '356', '340') , 10.093\n", "item: ('843', '610', '1065', '1419', '1381', '110') , 10.093\n", "item: ('1394', '668', '512') , 10.100\n", "item: ('678', '1267', '645') , 10.100\n", "item: ('1487', '1237', '1224', '428') , 10.105\n", "item: ('27', '1419', '610', '110') , 10.105\n", "item: ('540', '1399', '657', '480', '646') , 10.116\n", "item: ('1487', '1237', '1297') , 10.120\n", "item: ('761', '1367', '1267') , 10.120\n", "item: ('1394', '645', '678', '761') , 10.120\n", "item: ('1339', '893', '257', '833') , 10.125\n", "item: ('556', '80', '323', '1095', '1132') , 10.132\n", "item: ('645', '1267', '761', '1017') , 10.135\n", "item: ('366', '843', '1419') , 10.140\n", "item: ('130', '910', '1089', '1393') , 10.140\n", "item: ('366', '27', '1419', '1381', '110') , 10.140\n", "item: ('1504', '678', '1267', '1017', '1367') , 10.140\n", "item: ('1394', '1504', '678', '1017', '1367', '761') , 10.147\n", "item: ('390', '1156', '1522', '557') , 10.150\n", "item: ('556', '80', '1095', '778', '1165') , 10.152\n", "item: ('975', '16', '586') , 10.153\n", "item: ('27', '1381', '843') , 10.160\n", "item: ('540', '1399', '157', '480', '657', '890') , 10.163\n", "item: ('366', '843', '610', '1065', '27', '1381') , 10.163\n", "item: ('68', '1522', '1156', '557', '1432') , 10.164\n", "item: ('610', '1065', '366') , 10.167\n", "item: ('1095', '1132', '323') , 10.167\n", "item: ('1394', '867', '75', '668', '318', '512') , 10.173\n", "item: ('1504', '678', '1267', '1017', '1367', '645', '761') , 10.174\n", "item: ('785', '1368', '898', '975') , 10.175\n", "item: ('646', '657') , 10.180\n", "item: ('199', '211') , 10.180\n", "item: ('1551', '975', '16', '586') , 10.180\n", "item: ('366', '610', '1065', '27', '1419', '1381', '110') , 10.189\n", "item: ('1393', '1089') , 10.190\n", "item: ('1394', '678', '1267', '1017', '645') , 10.192\n", "item: ('1368', '898', '1551', '785', '975') , 10.192\n", "item: ('1394', '678', '1267', '1367') , 10.195\n", "item: ('556', '80', '323', '1132', '1165') , 10.196\n", "item: ('248', '1222', '774', '1430', '354', '1502') , 10.197\n", "item: ('1095', '778', '1165') , 10.200\n", "item: ('1394', '1267', '1017', '1367', '761') , 10.204\n", "item: ('27', '1419', '1381', '110') , 10.205\n", "item: ('366', '843', '610', '1065', '1419') , 10.208\n", "item: ('540', '284', '1399', '657', '480') , 10.208\n", "item: ('68', '390', '1522', '1156', '557', '1432') , 10.210\n", "item: ('1297', '1403', '149', '1237', '428') , 10.212\n", "item: ('645', '1504', '678', '1017') , 10.215\n", "item: ('1394', '678', '1267', '1367', '645', '761') , 10.217\n", "item: ('16', '898') , 10.220\n", "item: ('843', '610', '1065', '27', '1381') , 10.220\n", "item: ('678', '1367', '1504') , 10.227\n", "item: ('1393', '130') , 10.230\n", "item: ('1504', '761', '1017', '1367') , 10.230\n", "item: ('1394', '867', '1471', '668', '318') , 10.232\n", "item: ('546', '1099', '1548', '263', '1255') , 10.232\n", "item: ('1551', '16', '898') , 10.233\n", "item: ('1504', '678', '1367', '645', '761') , 10.240\n", "item: ('610', '1065', '27', '1419', '1381', '110') , 10.240\n", "item: ('75', '867', '318') , 10.247\n", "item: ('890', '657', '157') , 10.253\n", "item: ('149', '1487', '1237', '1403') , 10.255\n", "item: ('867', '1471', '668', '318', '512') , 10.256\n", "item: ('645', '761') , 10.260\n", "item: ('890', '657', '480', '646') , 10.265\n", "item: ('1394', '1504', '678', '1017', '1367', '645', '761') , 10.266\n", "item: ('1394', '1504', '678', '1017', '1367') , 10.268\n", "item: ('843', '1419') , 10.270\n", "item: ('1132', '323', '1165') , 10.273\n", "item: ('366', '843', '610', '1381', '110') , 10.280\n", "item: ('1504', '678', '1267', '1017', '1367', '645') , 10.280\n", "item: ('199', '378', '1447') , 10.287\n", "item: ('366', '843', '1065', '1419', '1381') , 10.288\n", "item: ('843', '1419', '610', '1065') , 10.290\n", "item: ('1297', '1224', '1403', '149', '1237') , 10.292\n", "item: ('75', '668', '318') , 10.293\n", "item: ('1394', '645', '761', '1017') , 10.295\n", "item: ('1440', '308', '1350', '1130') , 10.295\n", "item: ('366', '1065', '1381') , 10.300\n", "item: ('248', '1430', '354', '1502') , 10.300\n", "item: ('1237', '1297', '428', '1403') , 10.300\n", "item: ('445', '35', '851', '1520') , 10.305\n", "item: ('610', '1065') , 10.310\n", "item: ('263', '633', '1099') , 10.313\n", "item: ('1394', '645', '678') , 10.313\n", "item: ('480', '657', '646', '157') , 10.315\n", "item: ('1487', '149', '1237', '428') , 10.320\n", "item: ('1368', '898', '1551', '975', '16') , 10.324\n", "item: ('774', '1222', '354') , 10.327\n", "item: ('774', '1222', '248') , 10.327\n", "item: ('68', '1432') , 10.330\n", "item: ('1394', '1017') , 10.330\n", "item: ('1394', '761', '1367') , 10.333\n", "item: ('645', '1267', '1017') , 10.333\n", "item: ('1394', '1267', '1017', '1367', '645', '761') , 10.333\n", "item: ('645', '1267', '761', '1367') , 10.335\n", "item: ('393',) , 10.340\n", "item: ('893',) , 10.340\n", "item: ('1368', '898', '975', '16') , 10.340\n", "item: ('1297', '1224', '149', '1237', '428') , 10.344\n", "item: ('890', '480') , 10.350\n", "item: ('1394', '678', '1267', '1367', '645') , 10.352\n", "item: ('556', '80', '323', '1095', '778') , 10.352\n", "item: ('670', '942') , 10.360\n", "item: ('68', '390', '1432') , 10.367\n", "item: ('329', '1455') , 10.370\n", "item: ('1394', '1267', '1017', '1367') , 10.370\n", "item: ('68', '973', '1522', '557') , 10.375\n", "item: ('75', '1394', '867', '512') , 10.375\n", "item: ('808', '1346') , 10.380\n", "item: ('284', '480', '657', '890') , 10.380\n", "item: ('843', '610', '1381', '110') , 10.380\n", "item: ('1504', '1017', '1367', '645', '761') , 10.380\n", "item: ('366', '610', '1065', '27', '1419') , 10.384\n", "item: ('1440', '1130', '308') , 10.387\n", "item: ('1487', '1237', '1403') , 10.387\n", "item: ('1394', '1504', '678', '1017', '1367', '645') , 10.387\n", "item: ('973', '68', '390', '1522', '557') , 10.388\n", "item: ('843', '1419', '1065', '1381') , 10.390\n", "item: ('1551', '1368', '975') , 10.393\n", "item: ('199', '1254', '211', '1447') , 10.395\n", "item: ('774', '760', '1430', '1502') , 10.395\n", "item: ('1237', '1297', '1224', '1403') , 10.400\n", "item: ('366', '843', '610', '27', '1419', '1381', '110') , 10.403\n", "item: ('1267', '1367') , 10.410\n", "item: ('284', '657') , 10.410\n", "item: ('75', '1394', '668', '512') , 10.410\n", "item: ('645', '1504', '678', '1367') , 10.415\n", "item: ('556', '80', '323', '778', '1165') , 10.416\n", "item: ('1394', '867', '1471', '75', '668', '318') , 10.417\n", "item: ('263', '546', '633') , 10.420\n", "item: ('149', '1487', '1237', '1224') , 10.420\n", "item: ('284', '480', '657', '157') , 10.430\n", "item: ('366', '27', '1419') , 10.433\n", "item: ('556', '1095', '1132', '778', '1165') , 10.436\n", "item: ('867', '1471', '75', '668', '512', '318') , 10.437\n", "item: ('390',) , 10.440\n", "item: ('475', '1130', '1350') , 10.440\n", "item: ('388', '378', '1254', '211', '199') , 10.448\n", "item: ('480', '157') , 10.450\n", "item: ('366', '610', '27', '1381', '110') , 10.456\n", "item: ('1368', '975') , 10.460\n", "item: ('1017', '1367', '1504') , 10.460\n", "item: ('366', '1065', '27', '1419', '1381') , 10.464\n", "item: ('1237', '1297', '1224', '428') , 10.465\n", "item: ('1487', '1237', '428') , 10.473\n", "item: ('388', '1358') , 10.480\n", "item: ('843', '610', '27', '1419', '1381', '110') , 10.490\n", "item: ('1394', '1267', '1017', '1367', '645') , 10.492\n", "item: ('1210', '1339', '893') , 10.493\n", "item: ('774', '1222', '248', '354') , 10.495\n", "item: ('1394', '645', '761', '1367') , 10.495\n", "item: ('224',) , 10.500\n", "item: ('622', '455') , 10.500\n", "item: ('1224', '1403', '149', '1237', '428') , 10.504\n", "item: ('68', '390', '1156', '557', '1432') , 10.508\n", "item: ('1065', '1381') , 10.510\n", "item: ('27', '1419', '610', '1065') , 10.510\n", "item: ('774', '760', '1430', '354', '1502') , 10.516\n", "item: ('774', '1430', '760', '248', '1502') , 10.516\n", "item: ('68', '1156', '557', '1432') , 10.525\n", "item: ('1095', '778', '323') , 10.533\n", "item: ('917',) , 10.540\n", "item: ('1394', '867', '1471') , 10.540\n", "item: ('540', '157', '480', '657', '890') , 10.544\n", "item: ('546', '1099', '263', '633', '1255') , 10.544\n", "item: ('575', '398', '1346') , 10.547\n", "item: ('1394', '645', '1017') , 10.547\n", "item: ('398', '1346', '458') , 10.560\n", "item: ('366', '610', '1065', '1419', '1381', '110') , 10.560\n", "item: ('898', '586', '1551', '785', '975') , 10.564\n", "item: ('1210', '1339') , 10.570\n", "item: ('942', '227', '1312', '1275') , 10.575\n", "item: ('851', '35', '1483', '1520') , 10.575\n", "item: ('867', '1471', '512') , 10.580\n", "item: ('540', '657', '480', '646') , 10.580\n", "item: ('366', '1419', '610', '110') , 10.585\n", "item: ('1394', '668', '1471') , 10.587\n", "item: ('645', '1504', '1017', '1367') , 10.590\n", "item: ('80', '323', '1095', '1132', '1165') , 10.592\n", "item: ('248', '774', '760', '1430', '354', '1502') , 10.597\n", "item: ('645', '1267', '1367') , 10.600\n", "item: ('27', '610', '1381', '110') , 10.600\n", "item: ('366', '843', '610', '1065', '1381') , 10.604\n", "item: ('890', '657', '540') , 10.607\n", "item: ('1487', '1237', '1224') , 10.607\n", "item: ('1254', '1447') , 10.610\n", "item: ('473', '1515') , 10.610\n", "item: ('27', '1419', '1065', '1381') , 10.610\n", "item: ('149', '1237', '1297', '1403') , 10.615\n", "item: ('668', '1471', '512') , 10.627\n", "item: ('557', '390', '1156') , 10.627\n", "item: ('388', '378', '1254') , 10.627\n", "item: ('934', '871') , 10.630\n", "item: ('366', '843', '610', '1065', '27', '1419', '1381') , 10.634\n", "item: ('556', '323', '1095', '1132', '778') , 10.636\n", "item: ('715',) , 10.640\n", "item: ('778', '323', '1165') , 10.640\n", "item: ('785', '898', '975', '586') , 10.640\n", "item: ('1130', '475') , 10.650\n", "item: ('854', '128') , 10.650\n", "item: ('1403', '1237', '1224', '428') , 10.665\n", "item: ('366', '843', '610') , 10.667\n", "item: ('540', '657', '157') , 10.673\n", "item: ('1504', '678', '1267', '1017', '761') , 10.676\n", "item: ('149', '1237', '1297', '428') , 10.680\n", "item: ('366', '843', '610', '27', '1419') , 10.684\n", "item: ('366', '1419', '1381', '110') , 10.685\n", "item: ('1394', '1504', '678', '1267', '1017', '1367', '761') , 10.691\n", "item: ('540', '284', '480', '657') , 10.695\n", "item: ('610', '1065', '1419', '1381', '110') , 10.696\n", "item: ('898', '586', '1551', '975', '16') , 10.696\n", "item: ('1551', '785', '1368', '16') , 10.700\n", "item: ('556', '323', '1132', '778', '1165') , 10.700\n", "item: ('27', '1419') , 10.710\n", "item: ('557', '1156') , 10.720\n", "item: ('1504', '678', '1267', '1017', '645', '761') , 10.727\n", "item: ('1394', '1504', '678', '1267', '1017', '1367', '645', '761') , 10.728\n", "item: ('1099', '1255') , 10.730\n", "item: ('1394', '1367') , 10.730\n", "item: ('75', '1394', '867', '1471') , 10.740\n", "item: ('933', '130', '1089', '1172', '910') , 10.744\n", "item: ('279',) , 10.760\n", "item: ('843', '610', '1065', '27', '1419', '1381') , 10.760\n", "item: ('366', '843', '27', '1419', '1381') , 10.764\n", "item: ('75', '867', '1471', '512') , 10.770\n", "item: ('75', '1394', '668', '1471') , 10.775\n", "item: ('1210', '893', '257') , 10.780\n", "item: ('149', '1237', '1297', '1224') , 10.780\n", "item: ('366', '610', '1065', '27', '1381') , 10.780\n", "item: ('388', '378', '1254', '1447', '199') , 10.780\n", "item: ('843', '610', '1065', '1381') , 10.785\n", "item: ('556', '1132') , 10.790\n", "item: ('366', '843', '1381') , 10.800\n", "item: ('933', '130', '1089', '1393', '1172') , 10.800\n", "item: ('1394', '1504', '678', '1017', '761') , 10.804\n", "item: ('973', '68', '390', '557') , 10.805\n", "item: ('898', '975', '16', '586') , 10.805\n", "item: ('75', '668', '1471', '512') , 10.805\n", "item: ('556', '80', '323', '1095', '1132', '778', '1165') , 10.806\n", "item: ('445', '1520') , 10.810\n", "item: ('390', '1156', '1522', '1432') , 10.810\n", "item: ('366', '843', '610', '1419', '1381', '110') , 10.810\n", "item: ('80', '323', '1095', '778', '1165') , 10.812\n", "item: ('1394', '645', '1367') , 10.813\n", "item: ('808', '398') , 10.820\n", "item: ('610', '1419', '110') , 10.820\n", "item: ('903', '808', '1346') , 10.827\n", "item: ('1394', '1504', '678', '1017', '645', '761') , 10.833\n", "item: ('1504', '678', '1267', '1367', '761') , 10.836\n", "item: ('903', '575', '398', '1346') , 10.840\n", "item: ('1368', '785', '16') , 10.847\n", "item: ('903', '458', '398', '1346') , 10.850\n", "item: ('199', '388', '1254', '211') , 10.850\n", "item: ('833', '1339', '893') , 10.860\n", "item: ('1399', '157', '657', '480', '890') , 10.860\n", "item: ('1504', '678', '1267', '1367', '645', '761') , 10.860\n", "item: ('973', '68', '390', '1156', '1522', '557', '1432') , 10.860\n", "item: ('1394', '761', '678', '1267') , 10.865\n", "item: ('1297', '1237', '1403') , 10.867\n", "item: ('705', '455') , 10.870\n", "item: ('149', '1237', '428', '1403') , 10.880\n", "item: ('1394', '1504', '678', '1267', '1017', '1367') , 10.883\n", "item: ('1099', '1548', '263', '633') , 10.885\n", "item: ('27', '843', '1419', '610') , 10.885\n", "item: ('546', '1099', '1548', '263', '633', '1255') , 10.887\n", "item: ('1394', '678', '1267', '645', '761') , 10.888\n", "item: ('546', '1255') , 10.890\n", "item: ('149', '1237', '1487') , 10.893\n", "item: ('199', '378', '388') , 10.893\n", "item: ('1394', '1504', '678', '1267', '1017', '1367', '645') , 10.897\n", "item: ('404', '854') , 10.910\n", "item: ('1070', '747') , 10.910\n", "item: ('1210', '1339', '893', '257', '833') , 10.916\n", "item: ('973', '68', '390', '1522', '1432') , 10.916\n", "item: ('973', '557', '68') , 10.927\n", "item: ('556', '80', '1095', '1132') , 10.930\n", "item: ('973', '68', '1156', '1522', '557', '1432') , 10.930\n", "item: ('1368', '586', '1551', '785', '975', '16') , 10.930\n", "item: ('1522', '1432', '1156') , 10.933\n", "item: ('409',) , 10.940\n", "item: ('130', '1089', '1393', '1172', '910') , 10.944\n", "item: ('428', '1237', '1297') , 10.953\n", "item: ('1381', '1419', '110') , 10.953\n", "item: ('366', '610', '27', '1419', '1381', '110') , 10.957\n", "item: ('610', '27', '366') , 10.960\n", "item: ('1504', '678', '1267', '1017') , 10.960\n", "item: ('1394', '1504', '678', '1367', '761') , 10.964\n", "item: ('1504', '678', '1267', '1017', '645') , 10.964\n", "item: ('546', '1548', '263', '633') , 10.965\n", "item: ('1394', '1504', '678', '1367', '645', '761') , 10.967\n", "item: ('480', '657', '1399', '646') , 10.975\n", "item: ('1504', '1267', '1017', '1367', '761') , 10.976\n", "item: ('1504', '1267', '1017', '1367', '645', '761') , 10.977\n", "item: ('645',) , 10.980\n", "item: ('195', '961') , 10.980\n", "item: ('540', '480') , 10.980\n", "item: ('1182', '573', '1498') , 10.980\n", "item: ('149', '1237', '1224', '1403') , 10.980\n", "item: ('753', '1063', '133', '200') , 10.980\n", "item: ('1394', '867', '1471', '668', '318', '512') , 10.980\n", "item: ('1551', '1368', '898', '975') , 10.985\n", "item: ('27', '843', '1419', '1381') , 10.985\n", "item: ('366', '1419', '610', '1065') , 10.990\n", "item: ('475', '1440', '1350') , 10.993\n", "item: ('843', '610', '1419', '1381', '110') , 10.996\n", "item: ('756',) , 11.000\n", "item: ('354',) , 11.000\n", "item: ('248',) , 11.000\n", "item: ('1210', '257') , 11.000\n", "item: ('248', '354') , 11.000\n", "item: ('27', '610', '1065', '1381') , 11.005\n", "item: ('199', '1447') , 11.010\n", "item: ('556', '80', '1132', '1165') , 11.010\n", "item: ('753', '200', '1063', '337') , 11.010\n", "item: ('1086', '892', '1003') , 11.013\n", "item: ('1551', '975', '586') , 11.013\n", "item: ('670', '1275') , 11.020\n", "item: ('756', '1366') , 11.020\n", "item: ('544', '854', '128') , 11.020\n", "item: ('1394', '1267', '1017', '645', '761') , 11.028\n", "item: ('1394', '867', '1471', '75', '668', '318', '512') , 11.031\n", "item: ('973', '68', '1522', '1432') , 11.035\n", "item: ('337', '1063', '133', '200') , 11.035\n", "item: ('1366',) , 11.040\n", "item: ('1394', '1267', '761', '1017') , 11.040\n", "item: ('149', '1237', '1224', '428') , 11.045\n", "item: ('248', '1222', '1430', '354') , 11.050\n", "item: ('610', '843') , 11.060\n", "item: ('1210', '1339', '257', '833') , 11.060\n", "item: ('1368', '586', '785', '975', '16') , 11.064\n", "item: ('1222', '1430', '248') , 11.067\n", "item: ('1222', '1430', '354') , 11.067\n", "item: ('1095', '80') , 11.070\n", "item: ('973', '390', '1156', '1522', '557') , 11.072\n", "item: ('540', '1399', '480', '657', '890') , 11.072\n", "item: ('268', '917', '1117') , 11.080\n", "item: ('366', '610', '1381', '110') , 11.080\n", "item: ('366', '843', '610', '27', '1381') , 11.080\n", "item: ('366', '843', '610', '1065', '1419', '1381') , 11.080\n", "item: ('1394', '1504', '1017', '1367', '645', '761') , 11.083\n", "item: ('645', '1504', '678', '761') , 11.085\n", "item: ('1224', '1237', '1297') , 11.087\n", "item: ('366', '1419', '1065', '1381') , 11.090\n", "item: ('284', '480', '657', '1399') , 11.090\n", "item: ('1394', '1504', '678', '1017', '645') , 11.092\n", "item: ('366', '27', '1381') , 11.093\n", "item: ('774', '760', '248', '354') , 11.095\n", "item: ('323', '1095', '1132', '778', '1165') , 11.096\n", "item: ('248', '1222', '774', '760', '1430', '354') , 11.097\n", "item: ('1430', '1222') , 11.100\n", "item: ('1394', '1504', '1017', '1367', '761') , 11.104\n", "item: ('540', '1399', '157', '657', '480') , 11.112\n", "item: ('1368', '898', '1551', '785', '16') , 11.112\n", "item: ('1222', '774', '1430', '760', '248') , 11.116\n", "item: ('1222', '774', '760', '1430', '354') , 11.116\n", "item: ('833', '1339') , 11.120\n", "item: ('903', '808', '398') , 11.120\n", "item: ('678', '761', '1504') , 11.120\n", "item: ('1551', '266', '222') , 11.120\n", "item: ('1394', '1504', '678', '1017') , 11.120\n", "item: ('1504', '678', '1267', '1367', '645') , 11.124\n", "item: ('774', '760', '354') , 11.127\n", "item: ('760', '248', '774') , 11.127\n", "item: ('557', '1299') , 11.130\n", "item: ('1543', '756', '217', '1366') , 11.130\n", "item: ('1399', '890', '657') , 11.133\n", "item: ('774', '1222', '760', '1430') , 11.145\n", "item: ('833', '893', '257') , 11.147\n", "item: ('1543', '217', '756') , 11.160\n", "item: ('1504', '678', '1267', '1367') , 11.160\n", "item: ('1551', '785', '16', '586') , 11.165\n", "item: ('356', '340', '306') , 11.167\n", "item: ('610', '27', '1419', '1381', '110') , 11.172\n", "item: ('1543', '217', '1366') , 11.173\n", "item: ('933', '1172', '1089') , 11.180\n", "item: ('268', '917', '657') , 11.187\n", "item: ('1394', '1267', '1367', '645', '761') , 11.188\n", "item: ('760', '774') , 11.190\n", "item: ('1368', '898', '586', '1551', '785', '975', '16') , 11.191\n", "item: ('404', '854', '544') , 11.193\n", "item: ('1399', '657', '157') , 11.200\n", "item: ('556', '80', '1095', '778') , 11.205\n", "item: ('933', '130', '1172') , 11.207\n", "item: ('973', '68', '390', '1156', '557', '1432') , 11.217\n", "item: ('428', '1237', '1403') , 11.220\n", "item: ('1394', '645', '678', '1267') , 11.225\n", "item: ('1368', '975', '898') , 11.227\n", "item: ('366', '610', '1065', '27', '1419', '1381') , 11.227\n", "item: ('80', '1165') , 11.230\n", "item: ('973', '1522', '1156', '557') , 11.230\n", "item: ('1543', '217') , 11.240\n", "item: ('1394', '1267', '761', '1367') , 11.240\n", "item: ('1394', '1504', '678', '1367', '645') , 11.252\n", "item: ('902', '1397', '642') , 11.253\n", "item: ('1255', '1182', '1498') , 11.253\n", "item: ('843', '1381') , 11.260\n", "item: ('69', '356') , 11.260\n", "item: ('556', '80', '323', '1132') , 11.260\n", "item: ('645', '1504', '761', '1017') , 11.260\n", "item: ('1504', '1267', '1017', '1367', '645') , 11.264\n", "item: ('199', '388', '1254', '1447') , 11.265\n", "item: ('902', '619', '642') , 11.267\n", "item: ('308', '1130', '1350') , 11.273\n", "item: ('1394', '1504', '678', '1267', '1017', '645', '761') , 11.280\n", "item: ('556', '80', '778', '1165') , 11.285\n", "item: ('1394', '1267', '678') , 11.307\n", "item: ('973', '390', '1522') , 11.307\n", "item: ('1394', '1504', '678', '1367') , 11.320\n", "item: ('843', '610', '1065', '1419', '1381') , 11.320\n", "item: ('1368', '785', '898', '16') , 11.325\n", "item: ('1426', '1543', '756', '1366') , 11.325\n", "item: ('1394', '1504', '678', '1267', '1017', '761') , 11.330\n", "item: ('1394', '867', '318') , 11.333\n", "item: ('1504', '1267', '1017', '1367') , 11.335\n", "item: ('75', '1394', '867', '318') , 11.335\n", "item: ('75',) , 11.340\n", "item: ('556', '778') , 11.340\n", "item: ('1368', '898', '586', '785', '975', '16') , 11.347\n", "item: ('268', '1117') , 11.350\n", "item: ('1483', '1520') , 11.350\n", "item: ('761', '1017', '1504') , 11.353\n", "item: ('1548', '1099', '1255') , 11.353\n", "item: ('1224', '1237', '1403') , 11.353\n", "item: ('1130', '1440', '308', '1350', '475') , 11.356\n", "item: ('610', '1065', '1419') , 11.360\n", "item: ('75', '867', '512', '318') , 11.365\n", "item: ('366', '843', '1419', '610') , 11.365\n", "item: ('942', '227', '670', '1275') , 11.365\n", "item: ('1531', '1455') , 11.370\n", "item: ('75', '1394', '668', '318') , 11.370\n", "item: ('68', '973', '1156', '557', '1432') , 11.372\n", "item: ('318', '867', '512') , 11.373\n", "item: ('149', '1237', '1297') , 11.373\n", "item: ('1394', '668', '318') , 11.380\n", "item: ('27', '843', '610', '1381') , 11.380\n", "item: ('975', '586') , 11.390\n", "item: ('1394', '1504', '1017', '1367', '645') , 11.392\n", "item: ('1394', '1504', '678', '1267', '1367', '645', '761') , 11.394\n", "item: ('68', '390', '1522', '557', '1432') , 11.396\n", "item: ('75', '668', '318', '512') , 11.400\n", "item: ('1394', '645', '1267', '1017') , 11.400\n", "item: ('1487', '1237') , 11.410\n", "item: ('910', '1172', '1089') , 11.420\n", "item: ('318', '668', '512') , 11.420\n", "item: ('1426', '1543', '756') , 11.420\n", "item: ('1426', '1543', '1366') , 11.433\n", "item: ('1237', '1224', '428') , 11.440\n", "item: ('130', '1172', '910') , 11.447\n", "item: ('1551', '898', '975', '586') , 11.450\n", "item: ('556', '80', '1095', '1132', '778', '1165') , 11.450\n", "item: ('1548', '546', '1255') , 11.460\n", "item: ('645', '1504', '761', '1367') , 11.460\n", "item: ('1394', '1504', '678', '1267', '1367', '761') , 11.463\n", "item: ('973', '68', '390', '1432') , 11.465\n", "item: ('366', '843', '1419', '1381') , 11.465\n", "item: ('785', '16', '586') , 11.467\n", "item: ('366', '843', '610', '27', '1419', '1381') , 11.477\n", "item: ('1440', '475') , 11.480\n", "item: ('610', '1381', '110') , 11.480\n", "item: ('1312', '670', '942') , 11.480\n", "item: ('898', '586', '1551', '785', '16') , 11.484\n", "item: ('366', '610', '1065', '1381') , 11.485\n", "item: ('645', '761', '1267') , 11.493\n", "item: ('1065', '1381', '1419') , 11.493\n", "item: ('1394', '1504', '1267', '1017', '1367', '645', '761') , 11.494\n", "item: ('1394', '1504', '1017', '1367') , 11.495\n", "item: ('610', '1065', '27', '1419', '1381') , 11.496\n", "item: ('610', '27') , 11.500\n", "item: ('80', '1095', '1132', '1165') , 11.505\n", "item: ('390', '1432', '1156') , 11.507\n", "item: ('1551', '898') , 11.510\n", "item: ('268', '657') , 11.510\n", "item: ('480', '657', '890', '157') , 11.510\n", "item: ('808', '575', '398', '1346') , 11.510\n", "item: ('1393', '1172', '1089') , 11.513\n", "item: ('388', '1254') , 11.520\n", "item: ('458', '808', '398', '1346') , 11.520\n", "item: ('556', '80', '323', '778') , 11.535\n", "item: ('1394', '867', '1471', '75', '512') , 11.536\n", "item: ('195', '385') , 11.540\n", "item: ('1394', '1267', '1017') , 11.540\n", "item: ('1393', '130', '1172') , 11.540\n", "item: ('266', '222') , 11.550\n", "item: ('833', '257') , 11.550\n", "item: ('398', '1346', '575', '903', '808') , 11.552\n", "item: ('1399', '540', '657') , 11.553\n", "item: ('366', '610', '1419', '1381', '110') , 11.556\n", "item: ('556', '1095', '1132', '778') , 11.560\n", "item: ('458', '398', '1346', '903', '808') , 11.560\n", "item: ('1394', '1471', '75', '668', '512') , 11.564\n", "item: ('1394', '1504', '678', '1267', '1017', '645') , 11.570\n", "item: ('1368', '586', '1551', '785', '975') , 11.580\n", "item: ('1394', '1504', '1267', '1017', '1367', '761') , 11.580\n", "item: ('248', '774', '1430', '354', '1502') , 11.584\n", "item: ('366', '27', '1419', '610') , 11.585\n", "item: ('1394', '867', '1471', '512') , 11.585\n", "item: ('1070', '747', '1236') , 11.600\n", "item: ('645', '678', '1504') , 11.600\n", "item: ('645', '1394', '1267', '1367') , 11.600\n", "item: ('973', '390', '1522', '1156', '1432') , 11.600\n", "item: ('917', '634', '268', '657', '1117') , 11.608\n", "item: ('556', '80', '323', '1095', '1132', '778') , 11.617\n", "item: ('761', '1367', '1504') , 11.620\n", "item: ('1394', '668', '1471', '512') , 11.620\n", "item: ('1426', '1543') , 11.630\n", "item: ('68', '1522', '557', '1432') , 11.635\n", "item: ('149', '1237', '1403') , 11.640\n", "item: ('556', '1132', '778', '1165') , 11.640\n", "item: ('1430', '760', '248', '354') , 11.650\n", "item: ('973', '390', '1156', '557') , 11.660\n", "item: ('1504', '678', '1267', '645', '761') , 11.660\n", "item: ('1210', '1339', '893', '833') , 11.665\n", "item: ('366', '1419') , 11.670\n", "item: ('556', '80', '323', '1132', '778', '1165') , 11.670\n", "item: ('917', '634', '1117') , 11.673\n", "item: ('359', '282', '715') , 11.673\n", "item: ('753', '133', '1063') , 11.680\n", "item: ('366', '27', '1419', '1381') , 11.685\n", "item: ('1394', '1504', '678', '1267', '1017') , 11.688\n", "item: ('1440', '308', '1130', '475') , 11.690\n", "item: ('27', '1381') , 11.700\n", "item: ('1394', '1504', '678', '1267', '1367', '645') , 11.703\n", "item: ('1394', '761', '645') , 11.707\n", "item: ('445', '35', '1520') , 11.707\n", "item: ('1551', '1368', '785') , 11.707\n", "item: ('942', '227') , 11.710\n", "item: ('1368', '586', '1551', '975', '16') , 11.712\n", "item: ('903',) , 11.720\n", "item: ('337', '753', '1063') , 11.720\n", "item: ('149', '1237', '428') , 11.727\n", "item: ('80', '323') , 11.730\n", "item: ('774', '1430', '354', '1502') , 11.730\n", "item: ('75', '867', '1471', '318') , 11.730\n", "item: ('774', '248', '1430', '1502') , 11.730\n", "item: ('973', '1522') , 11.740\n", "item: ('761', '1267') , 11.750\n", "item: ('133', '1063', '337') , 11.753\n", "item: ('80', '323', '1095', '1132') , 11.755\n", "item: ('544',) , 11.760\n", "item: ('813', '197') , 11.760\n", "item: ('75', '668', '1471', '318') , 11.765\n", "item: ('701', '497') , 11.770\n", "item: ('1399', '480') , 11.770\n", "item: ('540', '657', '480', '890') , 11.775\n", "item: ('1368', '898', '586', '1551', '785', '975') , 11.777\n", "item: ('1095', '1132') , 11.780\n", "item: ('917', '634', '657') , 11.780\n", "item: ('80', '1095', '778', '1165') , 11.780\n", "item: ('1394', '1504', '678', '645', '761') , 11.788\n", "item: ('785', '898', '16', '586') , 11.790\n", "item: ('843', '610', '27', '1419', '1381') , 11.796\n", "item: ('1504', '1267', '1017', '645', '761') , 11.800\n", "item: ('1394', '1267', '1367') , 11.807\n", "item: ('973', '1432', '68') , 11.807\n", "item: ('1394', '1504', '1267', '1017', '1367', '645') , 11.820\n", "item: ('540', '480', '657', '157') , 11.825\n", "item: ('1440', '308', '1350') , 11.827\n", "item: ('761', '1504', '678', '1267') , 11.830\n", "item: ('645', '1017', '1504') , 11.833\n", "item: ('80', '323', '1132', '1165') , 11.835\n", "item: ('227', '1312', '942', '670', '1275') , 11.836\n", "item: ('975', '586', '898') , 11.847\n", "item: ('1394', '1504', '678', '1267', '1367') , 11.848\n", "item: ('149', '1237', '1224') , 11.860\n", "item: ('610', '843', '1419') , 11.860\n", "item: ('867', '1471', '318') , 11.860\n", "item: ('366', '843', '610', '1381') , 11.860\n", "item: ('760', '1430', '354') , 11.867\n", "item: ('760', '248', '1430') , 11.867\n", "item: ('1099', '633', '1255') , 11.873\n", "item: ('268', '657', '1117', '634') , 11.875\n", "item: ('646', '657', '480') , 11.880\n", "item: ('1210', '893', '257', '833') , 11.880\n", "item: ('199', '378', '1254', '211') , 11.880\n", "item: ('366', '610', '1065', '1419', '1381') , 11.880\n", "item: ('1368', '898', '586', '1551', '975', '16') , 11.887\n", "item: ('1551', '222') , 11.890\n", "item: ('973', '1522', '1156', '1432') , 11.890\n", "item: ('556', '323', '1132', '778') , 11.890\n", "item: ('214',) , 11.900\n", "item: ('308', '1130') , 11.900\n", "item: ('668', '1471', '318') , 11.907\n", "item: ('678', '1504') , 11.910\n", "item: ('1368', '785', '975', '586') , 11.910\n", "item: ('199', '388') , 11.920\n", "item: ('670', '1312', '1275') , 11.920\n", "item: ('1551', '1368', '16') , 11.927\n", "item: ('1394', '1504', '1017', '645', '761') , 11.928\n", "item: ('1132', '1165') , 11.940\n", "item: ('973', '68', '390', '1522', '557', '1432') , 11.957\n", "item: ('151', '557', '1299') , 11.960\n", "item: ('1504', '1267', '1367', '645', '761') , 11.960\n", "item: ('1551', '1368', '785', '898') , 11.970\n", "item: ('774', '1430', '1502') , 11.973\n", "item: ('1419', '610', '1381', '110') , 11.975\n", "item: ('546', '633', '1255') , 11.980\n", "item: ('1394', '1504', '1267', '1017', '1367') , 11.988\n", "item: ('1394', '1504', '678', '761') , 11.990\n", "item: ('843', '1381', '1419') , 11.993\n", "item: ('851', '1520') , 12.000\n", "item: ('1358', '749') , 12.000\n", "item: ('1397', '642') , 12.000\n", "item: ('80', '323', '1095', '1132', '778', '1165') , 12.000\n", "item: ('1504', '1267', '761', '1017') , 12.005\n", "item: ('1394', '867', '75', '318', '512') , 12.012\n", "item: ('1513',) , 12.020\n", "item: ('619', '642') , 12.020\n", "item: ('610', '1065', '1381') , 12.020\n", "item: ('80', '323', '1095', '778') , 12.030\n", "item: ('657', '284', '480') , 12.033\n", "item: ('1432', '1156') , 12.040\n", "item: ('903', '575', '1346') , 12.040\n", "item: ('1394', '75', '668', '318', '512') , 12.040\n", "item: ('1426', '217', '1366', '1543', '756') , 12.048\n", "item: ('903', '1346', '458') , 12.053\n", "item: ('1099', '1548', '633', '1255') , 12.055\n", "item: ('68', '390', '557', '1432') , 12.065\n", "item: ('35', '1483', '1520') , 12.067\n", "item: ('973', '557', '1156') , 12.067\n", "item: ('1394', '761') , 12.070\n", "item: ('1368', '975', '16', '586') , 12.075\n", "item: ('366', '27', '610', '1381') , 12.080\n", "item: ('1368', '898', '586', '785', '975') , 12.080\n", "item: ('390', '1522', '1156', '557', '1432') , 12.080\n", "item: ('1394', '1504', '1367', '645', '761') , 12.088\n", "item: ('645', '1367', '1504') , 12.100\n", "item: ('833', '1210', '1339') , 12.107\n", "item: ('557', '390', '1522') , 12.107\n", "item: ('80', '323', '778', '1165') , 12.110\n", "item: ('200', '133', '753', '1063', '337') , 12.116\n", "item: ('1237', '1297') , 12.130\n", "item: ('895', '279') , 12.130\n", "item: ('1551', '1368', '898', '16') , 12.135\n", "item: ('1095', '1132', '778', '1165') , 12.135\n", "item: ('546', '1548', '633', '1255') , 12.135\n", "item: ('1394', '1504', '678', '1267', '645', '761') , 12.150\n", "item: ('610', '27', '1419') , 12.153\n", "item: ('803', '1346') , 12.160\n", "item: ('1394', '1504', '761', '1017') , 12.165\n", "item: ('1191', '638') , 12.170\n", "item: ('480', '657', '1399', '890') , 12.170\n", "item: ('1394', '867', '318', '512') , 12.180\n", "item: ('366', '843', '610', '1419', '1381') , 12.180\n", "item: ('248', '1222', '774', '1430', '354') , 12.184\n", "item: ('359', '282') , 12.190\n", "item: ('645', '1504', '678', '1267') , 12.190\n", "item: ('575', '1346') , 12.200\n", "item: ('263', '1099', '1255') , 12.200\n", "item: ('1504', '1267', '761', '1367') , 12.205\n", "item: ('1210', '893') , 12.210\n", "item: ('1368', '898', '586', '975', '16') , 12.212\n", "item: ('1394', '668', '318', '512') , 12.215\n", "item: ('1346', '458') , 12.220\n", "item: ('480', '657', '1399', '157') , 12.220\n", "item: ('933', '130', '1089') , 12.227\n", "item: ('634', '1117') , 12.240\n", "item: ('1017', '1504') , 12.260\n", "item: ('973', '68', '1522', '557', '1432') , 12.260\n", "item: ('1394', '1504', '1267', '1017', '645', '761') , 12.267\n", "item: ('645', '1394', '1267', '761') , 12.270\n", "item: ('27', '1381', '1419') , 12.287\n", "item: ('458', '398', '1346', '903', '575') , 12.288\n", "item: ('199', '378', '1254', '1447') , 12.295\n", "item: ('760', '1430') , 12.300\n", "item: ('1426', '1543', '756', '217') , 12.300\n", "item: ('1099', '1548', '263', '1255') , 12.300\n", "item: ('1394', '867', '1471', '75', '318') , 12.304\n", "item: ('263', '546', '1255') , 12.307\n", "item: ('1426', '1543', '217', '1366') , 12.310\n", "item: ('49',) , 12.320\n", "item: ('973', '390', '1156', '1432') , 12.320\n", "item: ('756', '217', '1366') , 12.327\n", "item: ('1551', '785', '586') , 12.327\n", "item: ('867', '1471', '75', '318', '512') , 12.328\n", "item: ('1095', '778') , 12.330\n", "item: ('1394', '1471', '75', '668', '318') , 12.332\n", "item: ('903', '575', '398') , 12.333\n", "item: ('903', '398', '458') , 12.347\n", "item: ('1394', '645', '1504', '678') , 12.350\n", "item: ('308', '1350', '1130', '475') , 12.355\n", "item: ('366', '610', '27', '1419', '1381') , 12.356\n", "item: ('1471', '75', '668', '512', '318') , 12.356\n", "item: ('645', '1504', '1267', '1017') , 12.365\n", "item: ('1394', '1504', '761', '1367') , 12.365\n", "item: ('227', '1275') , 12.370\n", "item: ('1312', '227', '942') , 12.380\n", "item: ('546', '1548', '263', '1255') , 12.380\n", "item: ('1419', '610', '1065', '1381') , 12.380\n", "item: ('1543', '727', '756', '1366') , 12.380\n", "item: ('1394', '1504', '678', '1267', '761') , 12.384\n", "item: ('323', '1095', '1132', '778') , 12.385\n", "item: ('833', '1210', '257') , 12.393\n", "item: ('634', '657') , 12.400\n", "item: ('1394', '1504', '1267', '1367', '645', '761') , 12.400\n", "item: ('1358', '1324') , 12.410\n", "item: ('1368', '785') , 12.430\n", "item: ('458', '575', '398', '1346') , 12.430\n", "item: ('1551', '785', '898', '586') , 12.435\n", "item: ('1132', '323') , 12.440\n", "item: ('610', '366') , 12.460\n", "item: ('323', '1132', '778', '1165') , 12.465\n", "item: ('910', '130', '1089') , 12.467\n", "item: ('645', '1267') , 12.470\n", "item: ('774', '248', '1222', '1430') , 12.480\n", "item: ('774', '1222', '1430', '354') , 12.480\n", "item: ('540', '480', '657', '1399') , 12.485\n", "item: ('778', '1165') , 12.490\n", "item: ('1156', '1522', '557', '1432') , 12.490\n", "item: ('35', '851', '1520') , 12.500\n", "item: ('1368', '586', '1551', '785', '16') , 12.500\n", "item: ('610', '843', '1381') , 12.520\n", "item: ('1394', '1504', '1267', '1017', '761') , 12.524\n", "item: ('1394', '645', '1504', '1017') , 12.525\n", "item: ('973', '390', '1522', '1156', '557', '1432') , 12.527\n", "item: ('1237', '1403') , 12.530\n", "item: ('1368', '785', '898') , 12.540\n", "item: ('1368', '898', '586', '1551', '785', '16') , 12.543\n", "item: ('1394', '867', '1471', '318') , 12.545\n", "item: ('1551', '16', '586') , 12.547\n", "item: ('556', '80', '1095', '1132', '778') , 12.552\n", "item: ('1393', '130', '1089') , 12.560\n", "item: ('645', '1504', '1267', '1367') , 12.565\n", "item: ('890', '657') , 12.570\n", "item: ('867', '1471', '512', '318') , 12.575\n", "item: ('1394', '668', '1471', '318') , 12.580\n", "item: ('1426', '756', '1366') , 12.587\n", "item: ('678', '1267', '1504') , 12.593\n", "item: ('1548',) , 12.600\n", "item: ('973', '390') , 12.600\n", "item: ('1551', '898', '16', '586') , 12.600\n", "item: ('973', '68', '390', '557', '1432') , 12.604\n", "item: ('68', '557', '1432') , 12.607\n", "item: ('668', '1471', '512', '318') , 12.610\n", "item: ('556', '80', '1132', '778', '1165') , 12.616\n", "item: ('903', '808', '575', '1346') , 12.630\n", "item: ('575', '398') , 12.640\n", "item: ('903', '458', '808', '1346') , 12.640\n", "item: ('458', '398', '1346', '903', '808', '575') , 12.640\n", "item: ('398', '458') , 12.660\n", "item: ('753', '200') , 12.660\n", "item: ('1237', '428') , 12.660\n", "item: ('1367', '1504') , 12.660\n", "item: ('366', '1381') , 12.660\n", "item: ('248', '774', '760', '1430', '354') , 12.664\n", "item: ('657', '157') , 12.670\n", "item: ('1099', '1548', '263', '633', '1255') , 12.672\n", "item: ('1394', '1504', '678', '1267', '645') , 12.672\n", "item: ('934',) , 12.680\n", "item: ('1394', '1504', '1267', '1367', '761') , 12.684\n", "item: ('1099', '263', '633', '1255') , 12.690\n", "item: ('195', '385', '961') , 12.693\n", "item: ('556', '1132', '80') , 12.700\n", "item: ('1394', '761', '1267') , 12.700\n", "item: ('1394', '867', '1471', '75', '318', '512') , 12.707\n", "item: ('133', '200') , 12.710\n", "item: ('933', '130', '1172', '1089') , 12.710\n", "item: ('1346',) , 12.720\n", "item: ('1551', '1368', '975', '586') , 12.720\n", "item: ('1394', '645', '1504', '1367') , 12.725\n", "item: ('1368', '898', '586', '1551', '975') , 12.728\n", "item: ('1440', '308') , 12.730\n", "item: ('1394', '1471', '75', '668', '318', '512') , 12.730\n", "item: ('1426', '1543', '217') , 12.733\n", "item: ('546', '1548', '263', '633', '1255') , 12.736\n", "item: ('199', '388', '378', '1254') , 12.750\n", "item: ('843', '1419', '610', '1381') , 12.755\n", "item: ('898',) , 12.760\n", "item: ('1368', '16') , 12.760\n", "item: ('833', '893') , 12.760\n", "item: ('1368', '16', '898') , 12.760\n", "item: ('337', '200') , 12.770\n", "item: ('973', '390', '1522', '557') , 12.770\n", "item: ('546', '263', '633', '1255') , 12.770\n", "item: ('1440', '308', '1350', '475') , 12.770\n", "item: ('1394', '645') , 12.790\n", "item: ('610', '366', '1419') , 12.793\n", "item: ('1394', '678', '1504') , 12.807\n", "item: ('475', '1350') , 12.810\n", "item: ('1394', '1504', '1267', '1017', '645') , 12.812\n", "item: ('610', '27', '1381') , 12.813\n", "item: ('556', '80', '323', '1132', '778') , 12.816\n", "item: ('1312', '227', '1275') , 12.820\n", "item: ('458', '398', '1346', '808', '575') , 12.824\n", "item: ('1543', '727', '756') , 12.827\n", "item: ('1267', '1017', '1504') , 12.827\n", "item: ('1543', '727', '1366') , 12.840\n", "item: ('575', '903', '808', '398') , 12.850\n", "item: ('1237', '1224') , 12.860\n", "item: ('903', '458', '808', '398') , 12.860\n", "item: ('356', '306') , 12.870\n", "item: ('130', '1172', '910', '1089') , 12.890\n", "item: ('217', '1366', '1543', '727', '756') , 12.892\n", "item: ('199', '211', '1254') , 12.893\n", "item: ('774', '248', '354') , 12.907\n", "item: ('390', '1156', '557', '1432') , 12.920\n", "item: ('753', '1063', '133', '337') , 12.925\n", "item: ('366', '1381', '1419') , 12.927\n", "item: ('575', '808', '1346') , 12.933\n", "item: ('557', '1522') , 12.940\n", "item: ('973', '1156', '1522', '557', '1432') , 12.944\n", "item: ('973', '1432', '1156') , 12.947\n", "item: ('808', '1346', '458') , 12.947\n", "item: ('573', '1498') , 12.950\n", "item: ('130', '1172', '1089', '1393') , 12.960\n", "item: ('217', '756') , 12.970\n", "item: ('75', '1394') , 12.970\n", "item: ('1394', '1504', '1267', '1367', '645') , 12.972\n", "item: ('774', '1430', '1222') , 12.973\n", "item: ('27', '1419', '610', '1381') , 12.975\n", "item: ('1236',) , 12.980\n", "item: ('1394', '867', '1471', '318', '512') , 12.980\n", "item: ('1347', '1191', '638') , 12.987\n", "item: ('390', '1432', '1522') , 12.987\n", "item: ('217', '1366') , 12.990\n", "item: ('778', '323') , 12.990\n", "item: ('645', '761', '1504') , 12.993\n", "item: ('195', '778') , 13.000\n", "item: ('1368', '898', '586', '785', '16') , 13.000\n", "item: ('1394', '1471', '668', '318', '512') , 13.008\n", "item: ('80', '1095', '1132', '778', '1165') , 13.012\n", "item: ('1182', '573') , 13.020\n", "item: ('75', '512') , 13.030\n", "item: ('1394', '1017', '1504') , 13.040\n", "item: ('1426', '1366', '1543', '727', '756') , 13.048\n", "item: ('903', '808') , 13.060\n", "item: ('1368', '785', '16', '586') , 13.060\n", "item: ('80', '556', '778') , 13.067\n", "item: ('774', '760', '1430', '354') , 13.080\n", "item: ('774', '248', '760', '1430') , 13.080\n", "item: ('1267', '1367', '1504') , 13.093\n", "item: ('1394', '1504', '678', '1267') , 13.095\n", "item: ('308', '1130', '475') , 13.133\n", "item: ('973', '68', '557', '1432') , 13.145\n", "item: ('785', '586', '898') , 13.160\n", "item: ('1426', '756', '217', '1366') , 13.175\n", "item: ('1394', '645', '1267') , 13.180\n", "item: ('1182', '573', '1498', '1255') , 13.190\n", "item: ('540', '657') , 13.200\n", "item: ('833', '1210', '893') , 13.200\n", "item: ('80', '323', '1095', '1132', '778') , 13.212\n", "item: ('575', '808', '398') , 13.227\n", "item: ('645', '761', '1504', '1267') , 13.235\n", "item: ('808', '398', '458') , 13.240\n", "item: ('268', '917', '657', '1117') , 13.240\n", "item: ('1455',) , 13.260\n", "item: ('1394', '1504', '1267', '1017') , 13.270\n", "item: ('80', '323', '1132', '778', '1165') , 13.276\n", "item: ('973', '390', '1156', '557', '1432') , 13.288\n", "item: ('149', '1237') , 13.290\n", "item: ('1394', '1367', '1504') , 13.307\n", "item: ('1368', '898', '975', '586') , 13.345\n", "item: ('1543', '727', '756', '217') , 13.355\n", "item: ('540',) , 13.360\n", "item: ('1426', '756') , 13.360\n", "item: ('1255', '1498') , 13.360\n", "item: ('785', '586') , 13.360\n", "item: ('1095', '1132', '80') , 13.360\n", "item: ('1426', '217', '1366', '1543', '727', '756') , 13.363\n", "item: ('1543', '727', '217', '1366') , 13.365\n", "item: ('1426', '1366') , 13.380\n", "item: ('1548', '633') , 13.380\n", "item: ('16', '586', '898') , 13.380\n", "item: ('1394', '645', '1504', '761') , 13.395\n", "item: ('1182', '1255') , 13.430\n", "item: ('973', '390', '1522', '1432') , 13.430\n", "item: ('670', '227', '942') , 13.433\n", "item: ('622', '705', '455') , 13.440\n", "item: ('199', '1254', '1447') , 13.447\n", "item: ('610', '1381', '366') , 13.453\n", "item: ('366', '1419', '610', '1381') , 13.455\n", "item: ('1419',) , 13.460\n", "item: ('214', '763') , 13.460\n", "item: ('1132', '80', '1165') , 13.467\n", "item: ('1394', '1504', '1267', '1367') , 13.470\n", "item: ('480', '890', '657') , 13.473\n", "item: ('895',) , 13.500\n", "item: ('35',) , 13.500\n", "item: ('942', '227', '1312', '670') , 13.505\n", "item: ('1394', '1504', '1267', '645', '761') , 13.508\n", "item: ('1368', '898', '586', '1551', '785') , 13.516\n", "item: ('222',) , 13.520\n", "item: ('480', '657', '157') , 13.540\n", "item: ('556', '1132', '778') , 13.540\n", "item: ('1368', '975', '586') , 13.540\n", "item: ('973', '557', '1522') , 13.547\n", "item: ('903', '458', '575', '1346') , 13.550\n", "item: ('1426', '1543', '727', '756') , 13.550\n", "item: ('75', '1394', '512') , 13.553\n", "item: ('1426', '1543', '727', '1366') , 13.560\n", "item: ('356', '340') , 13.570\n", "item: ('378', '1254') , 13.580\n", "item: ('151',) , 13.620\n", "item: ('1551', '1368', '898') , 13.620\n", "item: ('1430', '248', '354') , 13.647\n", "item: ('1368', '898', '586', '1551', '16') , 13.648\n", "item: ('195', '778', '961') , 13.667\n", "item: ('917', '657', '1117', '634') , 13.685\n", "item: ('1440', '308', '475') , 13.687\n", "item: ('16', '586') , 13.690\n", "item: ('1551', '1368', '785', '586') , 13.705\n", "item: ('1312',) , 13.720\n", "item: ('458', '1346', '575', '903', '808') , 13.720\n", "item: ('1095', '80', '778') , 13.727\n", "item: ('1543', '727') , 13.740\n", "item: ('557', '1432', '1156') , 13.747\n", "item: ('75', '1471') , 13.760\n", "item: ('903', '458', '575', '398') , 13.770\n", "item: ('760', '1430', '774') , 13.773\n", "item: ('557', '390') , 13.800\n", "item: ('1132', '80', '323') , 13.800\n", "item: ('1426', '217', '1543', '727', '756') , 13.828\n", "item: ('80', '778', '1165') , 13.833\n", "item: ('227', '670', '1312', '1275') , 13.835\n", "item: ('1426', '217', '1366', '1543', '727') , 13.836\n", "item: ('774', '354') , 13.860\n", "item: ('774', '248') , 13.860\n", "item: ('1548', '263') , 13.870\n", "item: ('902', '642') , 13.870\n", "item: ('1551', '1368', '16', '586') , 13.870\n", "item: ('670', '227', '1275') , 13.873\n", "item: ('1426', '217', '756') , 13.887\n", "item: ('657', '480', '540') , 13.893\n", "item: ('458', '398', '903', '808', '575') , 13.896\n", "item: ('1426', '217', '1366') , 13.900\n", "item: ('49', '536') , 13.920\n", "item: ('753', '133', '200') , 13.953\n", "item: ('1267',) , 13.960\n", "item: ('1548', '263', '633') , 13.967\n", "item: ('199', '378') , 13.980\n", "item: ('1504', '761', '1267') , 13.987\n", "item: ('1399', '657') , 13.990\n", "item: ('756', '727', '1366') , 13.993\n", "item: ('337', '753', '200') , 13.993\n", "item: ('761', '1504') , 14.000\n", "item: ('973', '1156', '557', '1432') , 14.000\n", "item: ('133', '200', '337') , 14.027\n", "item: ('390', '1522', '557', '1432') , 14.030\n", "item: ('385', '195', '778') , 14.040\n", "item: ('75', '1394', '1471') , 14.040\n", "item: ('1551', '1368') , 14.050\n", "item: ('1254', '199', '388') , 14.053\n", "item: ('308', '1350') , 14.060\n", "item: ('1210',) , 14.080\n", "item: ('75', '1471', '512') , 14.080\n", "item: ('973', '557', '390') , 14.120\n", "item: ('268', '657', '1117') , 14.140\n", "item: ('727', '1543', '217') , 14.140\n", "item: ('1394', '1504', '1267', '761') , 14.140\n", "item: ('633',) , 14.160\n", "item: ('1172',) , 14.160\n", "item: ('575', '1346', '458') , 14.160\n", "item: ('80', '778', '323') , 14.167\n", "item: ('973', '390', '1522', '557', '1432') , 14.176\n", "item: ('1394', '761', '1504') , 14.200\n", "item: ('1095', '1132', '778') , 14.200\n", "item: ('75', '1394', '1471', '512') , 14.210\n", "item: ('808', '458', '575', '1346') , 14.220\n", "item: ('747', '1236') , 14.230\n", "item: ('727', '756', '217', '1366') , 14.230\n", "item: ('1551', '586', '898') , 14.240\n", "item: ('610', '1419') , 14.250\n", "item: ('1432', '1522') , 14.260\n", "item: ('1394', '1267') , 14.280\n", "item: ('385', '961', '195', '778') , 14.280\n", "item: ('556', '80', '1132', '778') , 14.285\n", "item: ('1132', '778', '1165') , 14.307\n", "item: ('1368', '785', '898', '586') , 14.330\n", "item: ('808',) , 14.400\n", "item: ('1426', '1543', '727') , 14.400\n", "item: ('774', '1430', '248', '354') , 14.415\n", "item: ('1399', '480', '657') , 14.420\n", "item: ('1426', '727', '756', '1366') , 14.425\n", "item: ('973', '1432', '1522') , 14.427\n", "item: ('1003',) , 14.440\n", "item: ('808', '458', '575', '398') , 14.440\n", "item: ('1381', '1419') , 14.450\n", "item: ('575', '398', '458') , 14.453\n", "item: ('645', '1267', '1504') , 14.467\n", "item: ('1368', '898', '16', '586') , 14.495\n", "item: ('1394', '645', '1504', '1267') , 14.500\n", "item: ('1426', '217', '1366', '727', '756') , 14.528\n", "item: ('1426', '1543', '727', '217') , 14.535\n", "item: ('475', '308', '1350') , 14.573\n", "item: ('1347',) , 14.620\n", "item: ('833', '1210') , 14.630\n", "item: ('753', '200', '133', '337') , 14.630\n", "item: ('1132', '778', '323') , 14.640\n", "item: ('610', '1381', '1419') , 14.647\n", "item: ('263', '633') , 14.650\n", "item: ('1394', '512') , 14.660\n", "item: ('214', '260') , 14.670\n", "item: ('1394', '645', '1504') , 14.680\n", "item: ('512',) , 14.720\n", "item: ('645', '1504') , 14.720\n", "item: ('903', '575', '808') , 14.720\n", "item: ('634', '657', '1117') , 14.733\n", "item: ('903', '808', '458') , 14.733\n", "item: ('973',) , 14.760\n", "item: ('80', '1095', '1132', '778') , 14.780\n", "item: ('214', '260', '763') , 14.787\n", "item: ('75', '1394', '512', '318') , 14.805\n", "item: ('75', '1394', '318') , 14.833\n", "item: ('49', '1351') , 14.850\n", "item: ('1368', '785', '586') , 14.853\n", "item: ('80', '1132', '778', '1165') , 14.860\n", "item: ('75', '318', '512') , 14.873\n", "item: ('903', '575') , 14.880\n", "item: ('903', '458') , 14.900\n", "item: ('217',) , 14.940\n", "item: ('75', '318') , 14.950\n", "item: ('1430', '354') , 14.970\n", "item: ('917', '1117') , 14.970\n", "item: ('1430', '248') , 14.970\n", "item: ('1551', '586') , 14.980\n", "item: ('961',) , 15.000\n", "item: ('973', '390', '1432') , 15.000\n", "item: ('763',) , 15.020\n", "item: ('610',) , 15.040\n", "item: ('1368', '16', '586') , 15.073\n", "item: ('536', '49', '1351') , 15.073\n", "item: ('1394', '1471', '75', '318', '512') , 15.080\n", "item: ('80', '323', '1132', '778') , 15.110\n", "item: ('973', '1522', '557', '1432') , 15.110\n", "item: ('390', '1432') , 15.120\n", "item: ('917', '657') , 15.130\n", "item: ('263',) , 15.140\n", "item: ('1551', '1368', '898', '586') , 15.140\n", "item: ('282', '715') , 15.160\n", "item: ('1394', '1471', '512') , 15.167\n", "item: ('75', '1394', '1471', '318') , 15.170\n", "item: ('833',) , 15.180\n", "item: ('75', '1471', '318', '512') , 15.200\n", "item: ('557', '1432', '1522') , 15.227\n", "item: ('610', '1381') , 15.240\n", "item: ('1255', '573', '1498') , 15.240\n", "item: ('480',) , 15.280\n", "item: ('1182', '573', '1255') , 15.287\n", "item: ('727', '217', '756') , 15.293\n", "item: ('1368', '898') , 15.300\n", "item: ('670', '1312') , 15.300\n", "item: ('727', '217', '1366') , 15.307\n", "item: ('1426', '217') , 15.330\n", "item: ('16',) , 15.360\n", "item: ('75', '1471', '318') , 15.360\n", "item: ('1394', '1471') , 15.390\n", "item: ('151', '557') , 15.390\n", "item: ('1426', '727', '756', '217') , 15.400\n", "item: ('1426', '727', '217', '1366') , 15.410\n", "item: ('813',) , 15.420\n", "item: ('892', '1003') , 15.420\n", "item: ('199', '378', '1254') , 15.427\n", "item: ('1548', '263', '633', '1255') , 15.430\n", "item: ('1381',) , 15.440\n", "item: ('1471', '512') , 15.450\n", "item: ('727', '756') , 15.470\n", "item: ('747',) , 15.480\n", "item: ('727', '1366') , 15.490\n", "item: ('536',) , 15.520\n", "item: ('1548', '633', '1255') , 15.527\n", "item: ('973', '390', '557', '1432') , 15.540\n", "item: ('1426', '727', '756') , 15.553\n", "item: ('774', '1430', '248') , 15.553\n", "item: ('774', '1430', '354') , 15.553\n", "item: ('385', '961') , 15.560\n", "item: ('854', '544') , 15.560\n", "item: ('903', '808', '458', '575') , 15.560\n", "item: ('1426', '727', '1366') , 15.567\n", "item: ('497',) , 15.600\n", "item: ('475',) , 15.600\n", "item: ('1147',) , 15.600\n", "item: ('1394', '1267', '1504') , 15.673\n", "item: ('1172', '1089') , 15.690\n", "item: ('35', '1520') , 15.700\n", "item: ('1426',) , 15.720\n", "item: ('130', '1172') , 15.730\n", "item: ('557', '390', '1432') , 15.800\n", "item: ('1548', '263', '1255') , 15.853\n", "item: ('1551', '1368', '586') , 15.933\n", "item: ('903', '575', '458') , 15.947\n", "item: ('973', '557') , 15.960\n", "item: ('318', '1394', '512') , 15.960\n", "item: ('1394', '1471', '318', '512') , 16.015\n", "item: ('385',) , 16.120\n", "item: ('1471',) , 16.180\n", "item: ('1548', '1255') , 16.210\n", "item: ('1267', '1504') , 16.210\n", "item: ('575', '808') , 16.220\n", "item: ('130', '1172', '1089') , 16.227\n", "item: ('586', '898') , 16.230\n", "item: ('260', '763') , 16.230\n", "item: ('808', '458') , 16.240\n", "item: ('263', '633', '1255') , 16.373\n", "item: ('892',) , 16.400\n", "item: ('753',) , 16.440\n", "item: ('1394', '1471', '318') , 16.447\n", "item: ('536', '1351') , 16.450\n", "item: ('318', '1471', '512') , 16.487\n", "item: ('753', '133') , 16.490\n", "item: ('80',) , 16.520\n", "item: ('1394', '1504') , 16.530\n", "item: ('133',) , 16.540\n", "item: ('753', '133', '337') , 16.547\n", "item: ('753', '337') , 16.550\n", "item: ('917', '657', '1117') , 16.553\n", "item: ('1394', '318') , 16.580\n", "item: ('133', '337') , 16.600\n", "item: ('318', '512') , 16.640\n", "item: ('1312', '227') , 16.650\n", "item: ('337',) , 16.660\n", "item: ('1237',) , 16.720\n", "item: ('774',) , 16.720\n", "item: ('385', '778', '961') , 16.720\n", "item: ('1312', '227', '670') , 16.727\n", "item: ('1368', '586', '898') , 16.767\n", "item: ('575', '808', '458') , 16.840\n", "item: ('308', '475') , 16.850\n", "item: ('727', '1426', '217') , 16.867\n", "item: ('670',) , 16.880\n", "item: ('1347', '1191') , 16.950\n", "item: ('633', '1255') , 16.990\n", "item: ('778', '961') , 17.020\n", "item: ('473',) , 17.060\n", "item: ('1089',) , 17.220\n", "item: ('1132', '80') , 17.230\n", "item: ('973', '557', '1432') , 17.240\n", "item: ('130', '1089') , 17.260\n", "item: ('973', '1432') , 17.280\n", "item: ('130',) , 17.300\n", "item: ('1471', '318') , 17.370\n", "item: ('1351',) , 17.380\n", "item: ('260',) , 17.440\n", "item: ('727', '217') , 17.440\n", "item: ('263', '1255') , 17.480\n", "item: ('657', '480') , 17.500\n", "item: ('385', '778') , 17.580\n", "item: ('80', '778') , 17.780\n", "item: ('1426', '727') , 17.830\n", "item: ('774', '1430') , 17.830\n", "item: ('1132', '80', '778') , 17.833\n", "item: ('1368',) , 17.840\n", "item: ('1520',) , 17.900\n", "item: ('1132',) , 17.940\n", "item: ('803',) , 17.960\n", "item: ('642',) , 17.980\n", "item: ('575',) , 18.040\n", "item: ('575', '458') , 18.060\n", "item: ('458',) , 18.080\n", "item: ('308',) , 18.100\n", "item: ('670', '227') , 18.230\n", "item: ('1254',) , 18.320\n", "item: ('1504',) , 18.460\n", "item: ('557', '1432') , 18.480\n", "item: ('1132', '778') , 18.490\n", "item: ('318',) , 18.560\n", "item: ('622',) , 18.580\n", "item: ('199', '1254') , 18.720\n", "item: ('1368', '586') , 18.770\n", "item: ('1430',) , 18.940\n", "item: ('622', '705') , 18.950\n", "item: ('573',) , 19.000\n", "item: ('199',) , 19.120\n", "item: ('1191',) , 19.280\n", "item: ('705',) , 19.320\n", "item: ('854',) , 19.360\n", "item: ('356',) , 19.380\n", "item: ('1117',) , 19.400\n", "item: ('573', '1255') , 19.410\n", "item: ('657', '1117') , 19.560\n", "item: ('227',) , 19.580\n", "item: ('282',) , 19.680\n", "item: ('586',) , 19.700\n", "item: ('1432',) , 19.800\n", "item: ('727',) , 19.940\n", "item: ('1551',) , 20.520\n", "item: ('1394',) , 29.200\n", "item: ('1358',) , 32.480\n", "item: ('557',) , 34.320\n", "item: ('778',) , 38.080\n", "item: ('657',) , 39.440\n", "item: ('1255',) , 39.640\n", "2536\n", "Jumlah Rule: 37604\n" ] } ], "source": [ "import sys\n", "\n", "from itertools import chain, combinations\n", "from collections import defaultdict\n", "from optparse import OptionParser\n", "\n", "# from apriori import (\n", "# getItemSetTransactionList,\n", "# dataFromFile,\n", "# joinSet,\n", "# printResults,\n", "# returnItemsWithMinSupport,\n", "# runApriori,\n", "# subsets,\n", "# )\n", "\n", "\n", "itemresult = set()\n", "freqSet = defaultdict(int)\n", "freqSet2 = defaultdict(int)\n", "utilSet = defaultdict(int)\n", "utilSet2 = defaultdict(int)\n", "\n", "freqitemset=[]\n", "freqitemset2=[]\n", "largeSet = dict()\n", "minConfidence=0.5\n", "\n", "#### from collections import defaultdict\n", "def dataFromFile(fname):\n", " \"\"\"Function which reads from the file and yields a generator\"\"\"\n", " with open(fname, \"r\") as file_iter:\n", " for line in file_iter:\n", " line = line.strip().rstrip(\",\") # Remove trailing comma\n", " record = frozenset(line.split(\",\"))\n", " yield record\n", " \n", "\n", "\n", "def getItemSetTransactionList(data_iterator):\n", " transactionList = list()\n", " itemSet = set()\n", " for record in data_iterator:\n", " transaction = frozenset(record)\n", " transactionList.append(transaction)\n", " for item in transaction:\n", " itemSet.add(frozenset([item])) # Generate 1-itemSets\n", " return itemSet, transactionList\n", "\n", "def getminsup(itemSet,transactionList):\n", " for item in itemSet:\n", "# print(item)\n", " for transaction in transactionList:\n", " if item.issubset(transaction):\n", " freqSet[item] += 1\n", "# print(freqSet)\n", " \n", " sum=0 \n", " for item, count in freqSet.items():\n", " support = float(count) / float(len(transactionList))\n", "# print(support)\n", "# print(utilSet)\n", " ut=utilSet[item]\n", " utility1=support*ut\n", " sum=sum+utility1\n", " utilSet2[item]=utility1\n", "# print(utilSet2)\n", " aveutil=sum/len(itemSet)\n", "# print(aveutil)\n", " minsup=aveutil/len(transactionList)\n", "# print(minsup)\n", "\n", " return minsup\n", "\n", "\n", "def getfreqitem2(itemSet,transactionList,minimumSupport,freqSet,k):\n", " _itemSet=set()\n", " localSet = defaultdict(int)\n", " for item in itemSet:\n", "# print(\"item\")\n", "# print(item)\n", " for transaction in transactionList:\n", " if item.issubset(transaction):\n", " freqSet[item] += 1\n", " localSet[item] += 1\n", "# print(localSet)\n", " \n", " sum=0 \n", " for item, count in localSet.items():\n", " support = float(count) / float(len(transactionList))\n", " ut=0\n", " for item1,util in utilSet.items():\n", " if(item1.issubset(item)):\n", " ut=ut+float(util)\n", " averageutil=ut/k\n", "# print(averageutil)\n", " utility1=support*averageutil\n", "# print(utility1)\n", " utilSet2[item]=utility1\n", "# print(\"utilset\",utilSet2)\n", "# print(\"localset\",localSet)\n", " \n", " for item in itemSet:\n", "# print(item)\n", "# print(utilSet2[item])\n", " if(utilSet2[item])>=minimumSupport:\n", " _itemSet.add(item)\n", " return _itemSet\n", "\n", "\n", "def subsets(arr):\n", " \"\"\" Returns non empty subsets of arr\"\"\"\n", " return chain(*[combinations(arr, i + 1) for i, a in enumerate(arr)])\n", "\n", "def joinSet(itemSet, length):\n", " \"\"\"Join a set with itself and returns the n-element itemsets\"\"\"\n", " itemSet=frozenset(itemSet)\n", " return set(\n", " [i.union(j) for i in itemSet for j in itemSet if len(i.union(j)) == length]\n", " )\n", "\n", "def getSupport(item):\n", " \"\"\"local function which Returns the support of an item\"\"\"\n", " return float(utilSet2[item])\n", "\n", "\n", "inFile = dataFromFile(\"foodmart2.csv\")\n", "itemSet, transactionList = getItemSetTransactionList(inFile)\n", "print(\"------ITEMSET--------------\")\n", "print(itemSet)\n", "print(\"---------------TRANSACTION LIST----------------\")\n", "print(transactionList)\n", "\n", "utilSet[frozenset({'1426'})]=786\n", "utilSet[frozenset({'1346'})]=318\n", "utilSet[frozenset({'1394'})]=730\n", "utilSet[frozenset({'222'})]=676\n", "utilSet[frozenset({'668'})]=49\n", "utilSet[frozenset({'763'})]=751\n", "utilSet[frozenset({'385'})]=806\n", "utilSet[frozenset({'1130'})]=285\n", "utilSet[frozenset({'473'})]=853\n", "utilSet[frozenset({'1254'})]=916\n", "utilSet[frozenset({'200'})]=444\n", "utilSet[frozenset({'404'})]=123\n", "utilSet[frozenset({'1070'})]=317\n", "utilSet[frozenset({'645'})]=549\n", "utilSet[frozenset({'760'})]=283\n", "utilSet[frozenset({'619'})]=303\n", "utilSet[frozenset({'1430'})]=947\n", "utilSet[frozenset({'329'})]=374\n", "utilSet[frozenset({'678'})]=268\n", "utilSet[frozenset({'257'})]=396\n", "utilSet[frozenset({'910'})]=144\n", "utilSet[frozenset({'1108'})]=194\n", "utilSet[frozenset({'1522'})]=436\n", "utilSet[frozenset({'1350'})]=501\n", "utilSet[frozenset({'761'})]=477\n", "utilSet[frozenset({'1351'})]=869\n", "utilSet[frozenset({'853'})]=442\n", "utilSet[frozenset({'623'})]=286\n", "utilSet[frozenset({'512'})]=736\n", "utilSet[frozenset({'258'})]=27\n", "utilSet[frozenset({'833'})]=759\n", "utilSet[frozenset({'328'})]=237\n", "utilSet[frozenset({'557'})]=858\n", "utilSet[frozenset({'540'})]=334\n", "utilSet[frozenset({'1368'})]=892\n", "utilSet[frozenset({'1111'})]=42\n", "utilSet[frozenset({'279'})]=538\n", "utilSet[frozenset({'1275'})]=258\n", "utilSet[frozenset({'204'})]=254\n", "utilSet[frozenset({'1381'})]=772\n", "utilSet[frozenset({'1498'})]=345\n", "utilSet[frozenset({'214'})]=595\n", "utilSet[frozenset({'813'})]=771\n", "utilSet[frozenset({'1314'})]=13\n", "utilSet[frozenset({'1224'})]=450\n", "utilSet[frozenset({'622'})]=929\n", "utilSet[frozenset({'266'})]=479\n", "utilSet[frozenset({'128'})]=97\n", "utilSet[frozenset({'867'})]=42\n", "utilSet[frozenset({'753'})]=822\n", "utilSet[frozenset({'260'})]=872\n", "utilSet[frozenset({'268'})]=165\n", "utilSet[frozenset({'49'})]=616\n", "utilSet[frozenset({'1543'})]=377\n", "utilSet[frozenset({'1276'})]=169\n", "utilSet[frozenset({'1132'})]=897\n", "utilSet[frozenset({'610'})]=752\n", "utilSet[frozenset({'544'})]=588\n", "utilSet[frozenset({'778'})]=952\n", "utilSet[frozenset({'1236'})]=649\n", "utilSet[frozenset({'1366'})]=552\n", "utilSet[frozenset({'197'})]=405\n", "utilSet[frozenset({'151'})]=681\n", "utilSet[frozenset({'747'})]=774\n", "utilSet[frozenset({'497'})]=780\n", "utilSet[frozenset({'458'})]=904\n", "utilSet[frozenset({'390'})]=522\n", "utilSet[frozenset({'1455'})]=663\n", "utilSet[frozenset({'705'})]=966\n", "utilSet[frozenset({'1324'})]=429\n", "utilSet[frozenset({'756'})]=550\n", "utilSet[frozenset({'130'})]=865\n", "utilSet[frozenset({'455'})]=121\n", "utilSet[frozenset({'480'})]=764\n", "utilSet[frozenset({'1063'})]=103\n", "utilSet[frozenset({'973'})]=738\n", "utilSet[frozenset({'1191'})]=964\n", "utilSet[frozenset({'934'})]=634\n", "utilSet[frozenset({'895'})]=675\n", "utilSet[frozenset({'871'})]=429\n", "utilSet[frozenset({'1117'})]=970\n", "utilSet[frozenset({'1520'})]=895\n", "utilSet[frozenset({'975'})]=154\n", "utilSet[frozenset({'1234'})]=29\n", "utilSet[frozenset({'1267'})]=698\n", "utilSet[frozenset({'1403'})]=417\n", "utilSet[frozenset({'263'})]=757\n", "utilSet[frozenset({'133'})]=827\n", "utilSet[frozenset({'149'})]=493\n", "utilSet[frozenset({'1505'})]=430\n", "utilSet[frozenset({'12'})]=203\n", "utilSet[frozenset({'749'})]=388\n", "utilSet[frozenset({'337'})]=833\n", "utilSet[frozenset({'546'})]=98\n", "utilSet[frozenset({'646'})]=32\n", "utilSet[frozenset({'199'})]=956\n", "utilSet[frozenset({'670'})]=844\n", "utilSet[frozenset({'445'})]=186\n", "utilSet[frozenset({'1450'})]=2\n", "utilSet[frozenset({'925'})]=382\n", "utilSet[frozenset({'1222'})]=163\n", "utilSet[frozenset({'808'})]=720\n", "utilSet[frozenset({'326'})]=49\n", "utilSet[frozenset({'216'})]=152\n", "utilSet[frozenset({'75'})]=567\n", "utilSet[frozenset({'1419'})]=673\n", "utilSet[frozenset({'1156'})]=214\n", "utilSet[frozenset({'633'})]=708\n", "utilSet[frozenset({'1237'})]=836\n", "utilSet[frozenset({'1065'})]=279\n", "utilSet[frozenset({'475'})]=780\n", "utilSet[frozenset({'1397'})]=301\n", "utilSet[frozenset({'890'})]=271\n", "utilSet[frozenset({'1003'})]=722\n", "utilSet[frozenset({'851'})]=305\n", "utilSet[frozenset({'393'})]=517\n", "utilSet[frozenset({'398'})]=362\n", "utilSet[frozenset({'715'})]=532\n", "utilSet[frozenset({'68'})]=43\n", "utilSet[frozenset({'376'})]=417\n", "utilSet[frozenset({'1165'})]=297\n", "utilSet[frozenset({'388'})]=236\n", "utilSet[frozenset({'1447'})]=145\n", "utilSet[frozenset({'1551'})]=513\n", "utilSet[frozenset({'378'})]=442\n", "utilSet[frozenset({'323'})]=347\n", "utilSet[frozenset({'493'})]=339\n", "utilSet[frozenset({'536'})]=776\n", "utilSet[frozenset({'917'})]=527\n", "utilSet[frozenset({'903'})]=586\n", "utilSet[frozenset({'35'})]=675\n", "utilSet[frozenset({'893'})]=517\n", "utilSet[frozenset({'224'})]=525\n", "utilSet[frozenset({'1358'})]=812\n", "utilSet[frozenset({'282'})]=984\n", "utilSet[frozenset({'1471'})]=809\n", "utilSet[frozenset({'657'})]=986\n", "utilSet[frozenset({'1483'})]=240\n", "utilSet[frozenset({'80'})]=826\n", "utilSet[frozenset({'211'})]=62\n", "utilSet[frozenset({'1255'})]=991\n", "utilSet[frozenset({'359'})]=235\n", "utilSet[frozenset({'1440'})]=368\n", "utilSet[frozenset({'1095'})]=281\n", "utilSet[frozenset({'634'})]=254\n", "utilSet[frozenset({'1453'})]=467\n", "utilSet[frozenset({'727'})]=997\n", "utilSet[frozenset({'157'})]=281\n", "utilSet[frozenset({'785'})]=351\n", "utilSet[frozenset({'284'})]=55\n", "utilSet[frozenset({'1089'})]=861\n", "utilSet[frozenset({'638'})]=253\n", "utilSet[frozenset({'902'})]=488\n", "utilSet[frozenset({'774'})]=836\n", "utilSet[frozenset({'409'})]=547\n", "utilSet[frozenset({'803'})]=898\n", "utilSet[frozenset({'1548'})]=630\n", "utilSet[frozenset({'1515'})]=208\n", "utilSet[frozenset({'701'})]=397\n", "utilSet[frozenset({'1312'})]=686\n", "utilSet[frozenset({'1502'})]=13\n", "utilSet[frozenset({'1086'})]=110\n", "utilSet[frozenset({'1504'})]=923\n", "utilSet[frozenset({'606'})]=51\n", "utilSet[frozenset({'586'})]=985\n", "utilSet[frozenset({'1291'})]=355\n", "utilSet[frozenset({'195'})]=348\n", "utilSet[frozenset({'306'})]=318\n", "utilSet[frozenset({'1399'})]=413\n", "utilSet[frozenset({'575'})]=902\n", "utilSet[frozenset({'961'})]=750\n", "utilSet[frozenset({'354'})]=550\n", "utilSet[frozenset({'1339'})]=353\n", "utilSet[frozenset({'227'})]=979\n", "utilSet[frozenset({'1336'})]=120\n", "utilSet[frozenset({'1487'})]=305\n", "utilSet[frozenset({'1017'})]=303\n", "utilSet[frozenset({'854'})]=968\n", "utilSet[frozenset({'1347'})]=731\n", "utilSet[frozenset({'1210'})]=704\n", "utilSet[frozenset({'556'})]=182\n", "utilSet[frozenset({'942'})]=192\n", "utilSet[frozenset({'24'})]=10\n", "utilSet[frozenset({'127'})]=69\n", "utilSet[frozenset({'1272'})]=271\n", "utilSet[frozenset({'892'})]=820\n", "utilSet[frozenset({'1297'})]=377\n", "utilSet[frozenset({'110'})]=198\n", "utilSet[frozenset({'1367'})]=343\n", "utilSet[frozenset({'366'})]=494\n", "utilSet[frozenset({'898'})]=638\n", "utilSet[frozenset({'642'})]=899\n", "utilSet[frozenset({'573'})]=950\n", "utilSet[frozenset({'27'})]=398\n", "utilSet[frozenset({'428'})]=430\n", "utilSet[frozenset({'1299'})]=255\n", "utilSet[frozenset({'1099'})]=82\n", "utilSet[frozenset({'308'})]=905\n", "utilSet[frozenset({'1182'})]=352\n", "utilSet[frozenset({'69'})]=157\n", "utilSet[frozenset({'356'})]=969\n", "utilSet[frozenset({'933'})]=108\n", "utilSet[frozenset({'340'})]=388\n", "utilSet[frozenset({'1393'})]=158\n", "utilSet[frozenset({'667'})]=280\n", "utilSet[frozenset({'1147'})]=780\n", "utilSet[frozenset({'1432'})]=990\n", "utilSet[frozenset({'1172'})]=708\n", "utilSet[frozenset({'318'})]=928\n", "utilSet[frozenset({'248'})]=550\n", "utilSet[frozenset({'1513'})]=601\n", "utilSet[frozenset({'217'})]=747\n", "utilSet[frozenset({'1535'})]=91\n", "utilSet[frozenset({'16'})]=384\n", "utilSet[frozenset({'843'})]=354\n", "utilSet[frozenset({'1531'})]=474\n", "print(len(itemSet))\n", "largeSet = dict()\n", "# # # Global dictionary which stores (key=n-itemSets,value=support)\n", "# # # which satisfy minSupport\n", "\n", "assocRules = dict()\n", "# # # Dictionary which stores Association Rules\n", "minsup=getminsup(itemSet,transactionList)\n", "print(\"MINIMUM SUPPORT\",minsup)\n", "oneCSet = getfreqitem2(itemSet, transactionList, minsup,freqSet,1)\n", "print(oneCSet)\n", "\n", "currentLSet = oneCSet\n", "k = 2\n", "while currentLSet != set([]):\n", " largeSet[k - 1] = currentLSet\n", " currentLSet = joinSet(currentLSet, k)\n", "# print(currentLSet)\n", " currentCSet = getfreqitem2(\n", " currentLSet, transactionList, minsup,freqSet,k\n", " )\n", " currentLSet = currentCSet\n", "# print(currentLSet)\n", " k = k + 1\n", "\n", " \n", "# # # print(largeSet)\n", " \n", "toRetItems = []\n", "for key, value in largeSet.items():\n", " toRetItems.extend([(tuple(item), getSupport(item)) for item in value])\n", "\n", "toRetRules = []\n", "for key, value in list(largeSet.items())[1:]:\n", " for item in value:\n", " _subsets = map(frozenset, [x for x in subsets(item)])\n", " for element in _subsets:\n", " remain = item.difference(element)\n", " if len(remain) > 0:\n", " confidence = getSupport(item) / getSupport(element)\n", " if confidence >= minConfidence:\n", " lift=confidence/getSupport(remain)\n", " toRetRules.append(((tuple(element), tuple(remain)), confidence,lift))\n", "\n", "print(\"\\n------------------------ FREQUENT ITEMSET:\")\n", "\"\"\"prints the generated itemsets sorted by support and the confidence rules sorted by confidence\"\"\"\n", "for item, support in sorted(toRetItems, key=lambda x: x[1]):\n", " print(\"item: %s , %.3f\" % (str(item), support))\n", "\n", "print(len(toRetItems))\n", "\n", "print(\"Jumlah Rule: \",len(toRetRules))\n", "\n", "# from operator import itemgetter\n", "# res = sorted(toRetRules, key = itemgetter(1),reverse=True)\n", "# # print(str(res))\n", "# print(\"\\n------------------------ RULES:\")\n", "# for rule, confidence,lift in (res):\n", "# pre, post = rule\n", "# print(\"Rule: %s ==> %s , %.3f, %.3f\" % (str(pre), str(post), confidence,lift))\n", "\n", "\n", "# for rule, confidence in sorted(toRetRules, key=lambda x: x[1]):\n", "# pre, post = rule\n", "# print(\"Rule: %s ==> %s , %.3f\" % (str(pre), str(post), confidence))" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.4" } }, "nbformat": 4, "nbformat_minor": 4 }