diff --git a/Analysis/0201_adder/adder=180.png b/Analysis/0201_adder/adder=180.png new file mode 100644 index 000000000..fc54e2012 Binary files /dev/null and b/Analysis/0201_adder/adder=180.png differ diff --git a/Analysis/0201_adder/adder=300.png b/Analysis/0201_adder/adder=300.png new file mode 100644 index 000000000..dc37e61f3 Binary files /dev/null and b/Analysis/0201_adder/adder=300.png differ diff --git a/Analysis/0201_adder/adder=600.png b/Analysis/0201_adder/adder=600.png new file mode 100644 index 000000000..15d2ebf2e Binary files /dev/null and b/Analysis/0201_adder/adder=600.png differ diff --git a/Intermediates/histid/histid_1704411900.csv b/Intermediates/histid/histid_1704411900.csv index e6083c58b..101ef4a44 100644 --- a/Intermediates/histid/histid_1704411900.csv +++ b/Intermediates/histid/histid_1704411900.csv @@ -1,344 +1,344 @@ ,inter_no,node_id,start_unix,phas_A,phas_B,duration,inc_edge_A,out_edge_A,inc_edge_B,out_edge_B -1621,177,i2,1704410710,1,1,40,-571542809_01,571542811_01,571542811_02,571542809_01 -1622,177,i2,1704410710,2,2,25,571542811_02,571542107_01,-571542809_01,571542809_01 -1623,177,i2,1704410710,3,3,71,,,, -1624,177,i2,1704410710,4,4,34,-571542809_01,571542811_01,571542107_02,571542809_01 -876,176,i1,1704410720,1,1,37,-571542810_01,-571542797_02.99,571542797_02.99,571542810_01 -877,176,i1,1704410720,2,2,93,-571542810_01,-571542797_02.99,-571542810_01,571543469_01 -878,176,i1,1704410720,3,3,40,571543469_02,-571542797_02.99,, -133,178,i3,1704410730,1,1,38,571540304_02,571556450_01,571556450_02,571540304_01 -134,178,i3,1704410730,2,2,39,571556450_02,571500475_01,571540304_02,571540303_01 -135,178,i3,1704410730,3,3,42,571540303_02.21,571556450_01,571540303_02.21,571500475_01 -136,178,i3,1704410730,4,4,21,-571500475_01,571540303_01,-571500475_01,571540304_01 -1047,201,i8,1704410730,1,1,30,-571500569_01,571500583_02,-571500569_01,571500618_01 -1048,201,i8,1704410730,2,2,36,571500618_02,571500583_02,571500618_02,571500617_01 -1049,201,i8,1704410730,3,3,18,571500617_02,571500618_01,571500618_02,571500617_01 -1050,201,i8,1704410730,4,4,58,571500617_02,571500618_01,571500617_02,571500569_01 -1051,201,i8,1704410730,5,5,18,571500583_01,571500617_01,571500583_01,571500569_01 -1510,206,i7,1704410760,1,1,44,-571511538_02,571542073_02,571542073_01,571511538_02 -1511,206,i7,1704410760,2,2,44,,,, -1512,206,i7,1704410760,3,3,26,-571511538_02,571542073_02,571542073_01,571511538_02 -1513,206,i7,1704410760,4,4,26,,,, -453,175,i0,1704410780,1,1,40,-571542797_02,571500487_01,-571500487_01,571542797_02 -454,175,i0,1704410780,2,2,42,-571500487_01,571545870_01,-571542797_02,571510153_01 -455,175,i0,1704410780,3,3,29,571545870_02,571510153_01,571545870_02,571542797_02 -456,175,i0,1704410780,3,4,26,571545870_02,571510153_01,571510153_02,571545870_01 -457,175,i0,1704410780,4,4,33,571510153_02,571500487_01,571510153_02,571545870_01 -142,210,i6,1704410780,1,1,24,-571542115_01,571500535_01,, -143,210,i6,1704410780,1,2,19,-571542115_01,571500535_01,571500535_02.18,571542115_01 -144,210,i6,1704410780,2,2,39,571500535_02.18,571511538_01,571500535_02.18,571542115_01 -145,210,i6,1704410780,3,3,65,571511538_02.121,571542115_01,571511538_02.121,571500585_01 -146,210,i6,1704410780,4,4,23,571500585_02,571511538_01,571500585_02,571500535_01 -1189,202,i9,1704410810,1,1,46,571510152_02,-571510152_01,571510152_01,571510152_01.65 -1190,202,i9,1704410810,2,2,114,,,, -992,177,i2,1704410880,1,1,40,-571542809_01,571542811_01,571542811_02,571542809_01 -993,177,i2,1704410880,2,2,25,571542811_02,571542107_01,-571542809_01,571542809_01 -994,177,i2,1704410880,3,3,71,,,, -995,177,i2,1704410880,4,4,34,-571542809_01,571542811_01,571542107_02,571542809_01 -330,176,i1,1704410890,1,1,37,-571542810_01,-571542797_02.99,571542797_02.99,571542810_01 -331,176,i1,1704410890,2,2,93,-571542810_01,-571542797_02.99,-571542810_01,571543469_01 -332,176,i1,1704410890,3,3,40,571543469_02,-571542797_02.99,, -1026,178,i3,1704410890,1,1,38,571540304_02,571556450_01,571556450_02,571540304_01 -1027,178,i3,1704410890,2,2,39,571556450_02,571500475_01,571540304_02,571540303_01 -1028,178,i3,1704410890,3,3,42,571540303_02.21,571556450_01,571540303_02.21,571500475_01 -1029,178,i3,1704410890,4,4,21,-571500475_01,571540303_01,-571500475_01,571540304_01 -643,201,i8,1704410890,1,1,30,-571500569_01,571500583_02,-571500569_01,571500618_01 -644,201,i8,1704410890,2,2,36,571500618_02,571500583_02,571500618_02,571500617_01 -645,201,i8,1704410890,3,3,18,571500617_02,571500618_01,571500618_02,571500617_01 -646,201,i8,1704410890,4,4,58,571500617_02,571500618_01,571500617_02,571500569_01 -647,201,i8,1704410890,5,5,18,571500583_01,571500617_01,571500583_01,571500569_01 -1403,206,i7,1704410900,1,1,44,-571511538_02,571542073_02,571542073_01,571511538_02 -1404,206,i7,1704410900,2,2,44,,,, -1405,206,i7,1704410900,3,3,26,-571511538_02,571542073_02,571542073_01,571511538_02 -1406,206,i7,1704410900,4,4,26,,,, -69,175,i0,1704410949,1,1,40,-571542797_02,571500487_01,-571500487_01,571542797_02 -70,175,i0,1704410949,2,2,42,-571500487_01,571545870_01,-571542797_02,571510153_01 -71,175,i0,1704410949,3,3,29,571545870_02,571510153_01,571545870_02,571542797_02 -72,175,i0,1704410949,3,4,26,571545870_02,571510153_01,571510153_02,571545870_01 -73,175,i0,1704410949,4,4,33,571510153_02,571500487_01,571510153_02,571545870_01 -889,210,i6,1704410950,1,1,24,-571542115_01,571500535_01,, -890,210,i6,1704410950,1,2,19,-571542115_01,571500535_01,571500535_02.18,571542115_01 -891,210,i6,1704410950,2,2,39,571500535_02.18,571511538_01,571500535_02.18,571542115_01 -892,210,i6,1704410950,3,3,65,571511538_02.121,571542115_01,571511538_02.121,571500585_01 -893,210,i6,1704410950,4,4,23,571500585_02,571511538_01,571500585_02,571500535_01 -188,202,i9,1704410970,1,1,46,571510152_02,-571510152_01,571510152_01,571510152_01.65 -189,202,i9,1704410970,2,2,114,,,, -1303,206,i7,1704411040,1,1,44,-571511538_02,571542073_02,571542073_01,571511538_02 -1304,206,i7,1704411040,2,2,44,,,, -1305,206,i7,1704411040,3,3,26,-571511538_02,571542073_02,571542073_01,571511538_02 -1306,206,i7,1704411040,4,4,26,,,, -1957,177,i2,1704411049,1,1,40,-571542809_01,571542811_01,571542811_02,571542809_01 -1958,177,i2,1704411049,2,2,25,571542811_02,571542107_01,-571542809_01,571542809_01 -1959,177,i2,1704411049,3,3,71,,,, -1960,177,i2,1704411049,4,4,34,-571542809_01,571542811_01,571542107_02,571542809_01 -620,178,i3,1704411050,1,1,38,571540304_02,571556450_01,571556450_02,571540304_01 -621,178,i3,1704411050,2,2,39,571556450_02,571500475_01,571540304_02,571540303_01 -622,178,i3,1704411050,3,3,42,571540303_02.21,571556450_01,571540303_02.21,571500475_01 -623,178,i3,1704411050,4,4,21,-571500475_01,571540303_01,-571500475_01,571540304_01 -1593,201,i8,1704411050,1,1,30,-571500569_01,571500583_02,-571500569_01,571500618_01 -1594,201,i8,1704411050,2,2,36,571500618_02,571500583_02,571500618_02,571500617_01 -1595,201,i8,1704411050,3,3,18,571500617_02,571500618_01,571500618_02,571500617_01 -1596,201,i8,1704411050,4,4,58,571500617_02,571500618_01,571500617_02,571500569_01 -1597,201,i8,1704411050,5,5,18,571500583_01,571500617_01,571500583_01,571500569_01 -1233,176,i1,1704411059,1,1,37,-571542810_01,-571542797_02.99,571542797_02.99,571542810_01 -1234,176,i1,1704411059,2,2,93,-571542810_01,-571542797_02.99,-571542810_01,571543469_01 -1235,176,i1,1704411059,3,3,40,571543469_02,-571542797_02.99,, -49,175,i0,1704411120,1,1,40,-571542797_02,571500487_01,-571500487_01,571542797_02 -50,175,i0,1704411120,2,2,42,-571500487_01,571545870_01,-571542797_02,571510153_01 -51,175,i0,1704411120,3,3,29,571545870_02,571510153_01,571545870_02,571542797_02 -52,175,i0,1704411120,3,4,26,571545870_02,571510153_01,571510153_02,571545870_01 -53,175,i0,1704411120,4,4,33,571510153_02,571500487_01,571510153_02,571545870_01 -1488,210,i6,1704411121,1,1,24,-571542115_01,571500535_01,, -1489,210,i6,1704411121,1,2,19,-571542115_01,571500535_01,571500535_02.18,571542115_01 -1490,210,i6,1704411121,2,2,39,571500535_02.18,571511538_01,571500535_02.18,571542115_01 -1491,210,i6,1704411121,3,3,65,571511538_02.121,571542115_01,571511538_02.121,571500585_01 -1492,210,i6,1704411121,4,4,23,571500585_02,571511538_01,571500585_02,571500535_01 -1886,202,i9,1704411129,1,1,46,571510152_02,-571510152_01,571510152_01,571510152_01.65 -1887,202,i9,1704411129,2,2,114,,,, -1359,206,i7,1704411179,1,1,44,-571511538_02,571542073_02,571542073_01,571511538_02 -1360,206,i7,1704411179,2,2,44,,,, -1361,206,i7,1704411179,3,3,26,-571511538_02,571542073_02,571542073_01,571511538_02 -1362,206,i7,1704411179,4,4,26,,,, -700,178,i3,1704411189,1,1,33,571540304_02,571556450_01,571556450_02,571540304_01 -701,178,i3,1704411189,2,2,34,571556450_02,571500475_01,571540304_02,571540303_01 -702,178,i3,1704411189,3,3,36,571540303_02.21,571556450_01,571540303_02.21,571500475_01 -703,178,i3,1704411189,4,4,18,-571500475_01,571540303_01,-571500475_01,571540304_01 -487,201,i8,1704411210,1,1,30,-571500569_01,571500583_02,-571500569_01,571500618_01 -488,201,i8,1704411210,2,2,36,571500618_02,571500583_02,571500618_02,571500617_01 -489,201,i8,1704411210,3,3,18,571500617_02,571500618_01,571500618_02,571500617_01 -490,201,i8,1704411210,4,4,58,571500617_02,571500618_01,571500617_02,571500569_01 -491,201,i8,1704411210,5,5,18,571500583_01,571500617_01,571500583_01,571500569_01 -574,177,i2,1704411220,1,1,40,-571542809_01,571542811_01,571542811_02,571542809_01 -575,177,i2,1704411220,2,2,25,571542811_02,571542107_01,-571542809_01,571542809_01 -576,177,i2,1704411220,3,3,71,,,, -577,177,i2,1704411220,4,4,34,-571542809_01,571542811_01,571542107_02,571542809_01 -1865,176,i1,1704411230,1,1,37,-571542810_01,-571542797_02.99,571542797_02.99,571542810_01 -1866,176,i1,1704411230,2,2,93,-571542810_01,-571542797_02.99,-571542810_01,571543469_01 -1867,176,i1,1704411230,3,3,40,571543469_02,-571542797_02.99,, -1441,175,i0,1704411290,1,1,40,-571542797_02,571500487_01,-571500487_01,571542797_02 -1442,175,i0,1704411290,2,2,42,-571500487_01,571545870_01,-571542797_02,571510153_01 -1443,175,i0,1704411290,3,3,29,571545870_02,571510153_01,571545870_02,571542797_02 -1444,175,i0,1704411290,3,4,26,571545870_02,571510153_01,571510153_02,571545870_01 -1445,175,i0,1704411290,4,4,33,571510153_02,571500487_01,571510153_02,571545870_01 -685,202,i9,1704411290,1,1,46,571510152_02,-571510152_01,571510152_01,571510152_01.65 -686,202,i9,1704411290,2,2,114,,,, -437,210,i6,1704411290,1,1,24,-571542115_01,571500535_01,, -438,210,i6,1704411290,1,2,19,-571542115_01,571500535_01,571500535_02.18,571542115_01 -439,210,i6,1704411290,2,2,39,571500535_02.18,571511538_01,571500535_02.18,571542115_01 -440,210,i6,1704411290,3,3,65,571511538_02.121,571542115_01,571511538_02.121,571500585_01 -441,210,i6,1704411290,4,4,23,571500585_02,571511538_01,571500585_02,571500535_01 -1079,206,i7,1704411320,1,1,44,-571511538_02,571542073_02,571542073_01,571511538_02 -1080,206,i7,1704411320,2,2,44,,,, -1081,206,i7,1704411320,3,3,26,-571511538_02,571542073_02,571542073_01,571511538_02 -1082,206,i7,1704411320,4,4,26,,,, -1424,178,i3,1704411350,1,1,38,571540304_02,571556450_01,571556450_02,571540304_01 -1425,178,i3,1704411350,2,2,39,571556450_02,571500475_01,571540304_02,571540303_01 -1426,178,i3,1704411350,3,3,43,571540303_02.21,571556450_01,571540303_02.21,571500475_01 -1427,178,i3,1704411350,4,4,21,-571500475_01,571540303_01,-571500475_01,571540304_01 -116,201,i8,1704411370,1,1,30,-571500569_01,571500583_02,-571500569_01,571500618_01 -117,201,i8,1704411370,2,2,36,571500618_02,571500583_02,571500618_02,571500617_01 -118,201,i8,1704411370,3,3,18,571500617_02,571500618_01,571500618_02,571500617_01 -119,201,i8,1704411370,4,4,58,571500617_02,571500618_01,571500617_02,571500569_01 -120,201,i8,1704411370,5,5,18,571500583_01,571500617_01,571500583_01,571500569_01 -1372,177,i2,1704411390,1,1,40,-571542809_01,571542811_01,571542811_02,571542809_01 -1373,177,i2,1704411390,2,2,25,571542811_02,571542107_01,-571542809_01,571542809_01 -1374,177,i2,1704411390,3,3,71,,,, -1375,177,i2,1704411390,4,4,34,-571542809_01,571542811_01,571542107_02,571542809_01 -1416,176,i1,1704411399,1,1,37,-571542810_01,-571542797_02.99,571542797_02.99,571542810_01 -1417,176,i1,1704411399,2,2,93,-571542810_01,-571542797_02.99,-571542810_01,571543469_01 -1418,176,i1,1704411399,3,3,40,571543469_02,-571542797_02.99,, -282,202,i9,1704411450,1,1,46,571510152_02,-571510152_01,571510152_01,571510152_01.65 -283,202,i9,1704411450,2,2,114,,,, -31,210,i6,1704411459,1,1,24,-571542115_01,571500535_01,, -32,210,i6,1704411459,1,2,19,-571542115_01,571500535_01,571500535_02.18,571542115_01 -33,210,i6,1704411459,2,2,39,571500535_02.18,571511538_01,571500535_02.18,571542115_01 -34,210,i6,1704411459,3,3,65,571511538_02.121,571542115_01,571511538_02.121,571500585_01 -35,210,i6,1704411459,4,4,23,571500585_02,571511538_01,571500585_02,571500535_01 -293,175,i0,1704411460,1,1,40,-571542797_02,571500487_01,-571500487_01,571542797_02 -294,175,i0,1704411460,2,2,42,-571500487_01,571545870_01,-571542797_02,571510153_01 -295,175,i0,1704411460,3,3,29,571545870_02,571510153_01,571545870_02,571542797_02 -296,175,i0,1704411460,3,4,26,571545870_02,571510153_01,571510153_02,571545870_01 -297,175,i0,1704411460,4,4,33,571510153_02,571500487_01,571510153_02,571545870_01 -961,206,i7,1704411460,1,1,44,-571511538_02,571542073_02,571542073_01,571511538_02 -962,206,i7,1704411460,2,2,44,,,, -963,206,i7,1704411460,3,3,26,-571511538_02,571542073_02,571542073_01,571511538_02 -964,206,i7,1704411460,4,4,26,,,, -1169,178,i3,1704411509,1,1,38,571540304_02,571556450_01,571556450_02,571540304_01 -1170,178,i3,1704411509,2,2,39,571556450_02,571500475_01,571540304_02,571540303_01 -1171,178,i3,1704411509,3,3,41,571540303_02.21,571556450_01,571540303_02.21,571500475_01 -1172,178,i3,1704411509,4,4,21,-571500475_01,571540303_01,-571500475_01,571540304_01 -1003,201,i8,1704411530,1,1,30,-571500569_01,571500583_02,-571500569_01,571500618_01 -1004,201,i8,1704411530,2,2,36,571500618_02,571500583_02,571500618_02,571500617_01 -1005,201,i8,1704411530,3,3,18,571500617_02,571500618_01,571500618_02,571500617_01 -1006,201,i8,1704411530,4,4,58,571500617_02,571500618_01,571500617_02,571500569_01 -1007,201,i8,1704411530,5,5,18,571500583_01,571500617_01,571500583_01,571500569_01 -807,177,i2,1704411560,1,1,40,-571542809_01,571542811_01,571542811_02,571542809_01 -808,177,i2,1704411560,2,2,25,571542811_02,571542107_01,-571542809_01,571542809_01 -809,177,i2,1704411560,3,3,71,,,, -810,177,i2,1704411560,4,4,34,-571542809_01,571542811_01,571542107_02,571542809_01 -1413,176,i1,1704411570,1,1,37,-571542810_01,-571542797_02.99,571542797_02.99,571542810_01 -1414,176,i1,1704411570,2,2,93,-571542810_01,-571542797_02.99,-571542810_01,571543469_01 -1415,176,i1,1704411570,3,3,40,571543469_02,-571542797_02.99,, -867,206,i7,1704411600,1,1,44,-571511538_02,571542073_02,571542073_01,571511538_02 -868,206,i7,1704411600,2,2,44,,,, -869,206,i7,1704411600,3,3,26,-571511538_02,571542073_02,571542073_01,571511538_02 -870,206,i7,1704411600,4,4,26,,,, -1157,202,i9,1704411610,1,1,46,571510152_02,-571510152_01,571510152_01,571510152_01.65 -1158,202,i9,1704411610,2,2,114,,,, -1842,175,i0,1704411629,1,1,40,-571542797_02,571500487_01,-571500487_01,571542797_02 -1843,175,i0,1704411629,2,2,42,-571500487_01,571545870_01,-571542797_02,571510153_01 -1844,175,i0,1704411629,3,3,29,571545870_02,571510153_01,571545870_02,571542797_02 -1845,175,i0,1704411629,3,4,26,571545870_02,571510153_01,571510153_02,571545870_01 -1846,175,i0,1704411629,4,4,33,571510153_02,571500487_01,571510153_02,571545870_01 -687,210,i6,1704411630,1,1,24,-571542115_01,571500535_01,, -688,210,i6,1704411630,1,2,19,-571542115_01,571500535_01,571500535_02.18,571542115_01 -689,210,i6,1704411630,2,2,39,571500535_02.18,571511538_01,571500535_02.18,571542115_01 -690,210,i6,1704411630,3,3,65,571511538_02.121,571542115_01,571511538_02.121,571500585_01 -691,210,i6,1704411630,4,4,23,571500585_02,571511538_01,571500585_02,571500535_01 -1953,178,i3,1704411670,1,1,38,571540304_02,571556450_01,571556450_02,571540304_01 -1954,178,i3,1704411670,2,2,39,571556450_02,571500475_01,571540304_02,571540303_01 -1955,178,i3,1704411670,3,3,43,571540303_02.21,571556450_01,571540303_02.21,571500475_01 -1956,178,i3,1704411670,4,4,21,-571500475_01,571540303_01,-571500475_01,571540304_01 -610,201,i8,1704411690,1,1,30,-571500569_01,571500583_02,-571500569_01,571500618_01 -611,201,i8,1704411690,2,2,36,571500618_02,571500583_02,571500618_02,571500617_01 -612,201,i8,1704411690,3,3,18,571500617_02,571500618_01,571500618_02,571500617_01 -613,201,i8,1704411690,4,4,58,571500617_02,571500618_01,571500617_02,571500569_01 -614,201,i8,1704411690,5,5,18,571500583_01,571500617_01,571500583_01,571500569_01 -1576,177,i2,1704411730,1,1,40,-571542809_01,571542811_01,571542811_02,571542809_01 -1577,177,i2,1704411730,2,2,25,571542811_02,571542107_01,-571542809_01,571542809_01 -1578,177,i2,1704411730,3,3,71,,,, -1579,177,i2,1704411730,4,4,34,-571542809_01,571542811_01,571542107_02,571542809_01 -852,176,i1,1704411740,1,1,37,-571542810_01,-571542797_02.99,571542797_02.99,571542810_01 -853,176,i1,1704411740,2,2,93,-571542810_01,-571542797_02.99,-571542810_01,571543469_01 -854,176,i1,1704411740,3,3,40,571543469_02,-571542797_02.99,, -157,206,i7,1704411740,1,1,44,-571511538_02,571542073_02,571542073_01,571511538_02 -158,206,i7,1704411740,2,2,44,,,, -159,206,i7,1704411740,3,3,26,-571511538_02,571542073_02,571542073_01,571511538_02 -160,206,i7,1704411740,4,4,26,,,, -774,202,i9,1704411770,1,1,46,571510152_02,-571510152_01,571510152_01,571510152_01.65 -775,202,i9,1704411770,2,2,114,,,, -615,175,i0,1704411799,1,1,40,-571542797_02,571500487_01,-571500487_01,571542797_02 -616,175,i0,1704411799,2,2,42,-571500487_01,571545870_01,-571542797_02,571510153_01 -617,175,i0,1704411799,3,3,29,571545870_02,571510153_01,571545870_02,571542797_02 -618,175,i0,1704411799,3,4,26,571545870_02,571510153_01,571510153_02,571545870_01 -619,175,i0,1704411799,4,4,33,571510153_02,571500487_01,571510153_02,571545870_01 -1419,210,i6,1704411800,1,1,24,-571542115_01,571500535_01,, -1420,210,i6,1704411800,1,2,19,-571542115_01,571500535_01,571500535_02.18,571542115_01 -1421,210,i6,1704411800,2,2,39,571500535_02.18,571511538_01,571500535_02.18,571542115_01 -1422,210,i6,1704411800,3,3,65,571511538_02.121,571542115_01,571511538_02.121,571500585_01 -1423,210,i6,1704411800,4,4,23,571500585_02,571511538_01,571500585_02,571500535_01 -1519,178,i3,1704411830,1,1,38,571540304_02,571556450_01,571556450_02,571540304_01 -1520,178,i3,1704411830,2,2,39,571556450_02,571500475_01,571540304_02,571540303_01 -1521,178,i3,1704411830,3,3,42,571540303_02.21,571556450_01,571540303_02.21,571500475_01 -1522,178,i3,1704411830,4,4,21,-571500475_01,571540303_01,-571500475_01,571540304_01 -1542,201,i8,1704411850,1,1,30,-571500569_01,571500583_02,-571500569_01,571500618_01 -1543,201,i8,1704411850,2,2,36,571500618_02,571500583_02,571500618_02,571500617_01 -1544,201,i8,1704411850,3,3,18,571500617_02,571500618_01,571500618_02,571500617_01 -1545,201,i8,1704411850,4,4,58,571500617_02,571500618_01,571500617_02,571500569_01 -1546,201,i8,1704411850,5,5,18,571500583_01,571500617_01,571500583_01,571500569_01 -1972,206,i7,1704411880,1,1,44,-571511538_02,571542073_02,571542073_01,571511538_02 -1973,206,i7,1704411880,2,2,44,,,, -1974,206,i7,1704411880,3,3,26,-571511538_02,571542073_02,571542073_01,571511538_02 -1975,206,i7,1704411880,4,4,26,,,, -365,177,i2,1704411900,1,1,40,-571542809_01,571542811_01,571542811_02,571542809_01 -366,177,i2,1704411900,2,2,25,571542811_02,571542107_01,-571542809_01,571542809_01 -367,177,i2,1704411900,3,3,71,,,, -368,177,i2,1704411900,4,4,34,-571542809_01,571542811_01,571542107_02,571542809_01 -1661,176,i1,1704411910,1,1,37,-571542810_01,-571542797_02.99,571542797_02.99,571542810_01 -1662,176,i1,1704411910,2,2,93,-571542810_01,-571542797_02.99,-571542810_01,571543469_01 -1663,176,i1,1704411910,3,3,40,571543469_02,-571542797_02.99,, -1734,202,i9,1704411930,1,1,46,571510152_02,-571510152_01,571510152_01,571510152_01.65 -1735,202,i9,1704411930,2,2,114,,,, -1390,175,i0,1704411969,1,1,40,-571542797_02,571500487_01,-571500487_01,571542797_02 -1391,175,i0,1704411969,2,2,42,-571500487_01,571545870_01,-571542797_02,571510153_01 -1392,175,i0,1704411969,3,3,29,571545870_02,571510153_01,571545870_02,571542797_02 -1393,175,i0,1704411969,3,4,26,571545870_02,571510153_01,571510153_02,571545870_01 -1394,175,i0,1704411969,4,4,33,571510153_02,571500487_01,571510153_02,571545870_01 -269,210,i6,1704411970,1,1,24,-571542115_01,571500535_01,, -270,210,i6,1704411970,1,2,19,-571542115_01,571500535_01,571500535_02.18,571542115_01 -271,210,i6,1704411970,2,2,39,571500535_02.18,571511538_01,571500535_02.18,571542115_01 -272,210,i6,1704411970,3,3,65,571511538_02.121,571542115_01,571511538_02.121,571500585_01 -273,210,i6,1704411970,4,4,23,571500585_02,571511538_01,571500585_02,571500535_01 -449,178,i3,1704411990,1,1,38,571540304_02,571556450_01,571556450_02,571540304_01 -450,178,i3,1704411990,2,2,39,571556450_02,571500475_01,571540304_02,571540303_01 -451,178,i3,1704411990,3,3,42,571540303_02.21,571556450_01,571540303_02.21,571500475_01 -452,178,i3,1704411990,4,4,21,-571500475_01,571540303_01,-571500475_01,571540304_01 -1111,201,i8,1704412010,1,1,30,-571500569_01,571500583_02,-571500569_01,571500618_01 -1112,201,i8,1704412010,2,2,36,571500618_02,571500583_02,571500618_02,571500617_01 -1113,201,i8,1704412010,3,3,18,571500617_02,571500618_01,571500618_02,571500617_01 -1114,201,i8,1704412010,4,4,58,571500617_02,571500618_01,571500617_02,571500569_01 -1115,201,i8,1704412010,5,5,18,571500583_01,571500617_01,571500583_01,571500569_01 -1899,206,i7,1704412020,1,1,44,-571511538_02,571542073_02,571542073_01,571511538_02 -1900,206,i7,1704412020,2,2,44,,,, -1901,206,i7,1704412020,3,3,26,-571511538_02,571542073_02,571542073_01,571511538_02 -1902,206,i7,1704412020,4,4,26,,,, -1129,177,i2,1704412070,1,1,40,-571542809_01,571542811_01,571542811_02,571542809_01 -1130,177,i2,1704412070,2,2,25,571542811_02,571542107_01,-571542809_01,571542809_01 -1131,177,i2,1704412070,3,3,71,,,, -1132,177,i2,1704412070,4,4,34,-571542809_01,571542811_01,571542107_02,571542809_01 -404,176,i1,1704412080,1,1,37,-571542810_01,-571542797_02.99,571542797_02.99,571542810_01 -405,176,i1,1704412080,2,2,93,-571542810_01,-571542797_02.99,-571542810_01,571543469_01 -406,176,i1,1704412080,3,3,40,571543469_02,-571542797_02.99,, -1259,202,i9,1704412090,1,1,46,571510152_02,-571510152_01,571510152_01,571510152_01.65 -1260,202,i9,1704412090,2,2,114,,,, -228,175,i0,1704412139,1,1,40,-571542797_02,571500487_01,-571500487_01,571542797_02 -229,175,i0,1704412139,2,2,42,-571500487_01,571545870_01,-571542797_02,571510153_01 -230,175,i0,1704412139,3,3,29,571545870_02,571510153_01,571545870_02,571542797_02 -231,175,i0,1704412139,3,4,26,571545870_02,571510153_01,571510153_02,571545870_01 -232,175,i0,1704412139,4,4,33,571510153_02,571500487_01,571510153_02,571545870_01 -1685,210,i6,1704412140,1,1,24,-571542115_01,571500535_01,, -1686,210,i6,1704412140,1,2,19,-571542115_01,571500535_01,571500535_02.18,571542115_01 -1687,210,i6,1704412140,2,2,39,571500535_02.18,571511538_01,571500535_02.18,571542115_01 -1688,210,i6,1704412140,3,3,65,571511538_02.121,571542115_01,571511538_02.121,571500585_01 -1689,210,i6,1704412140,4,4,23,571500585_02,571511538_01,571500585_02,571500535_01 -1407,178,i3,1704412150,1,1,38,571540304_02,571556450_01,571556450_02,571540304_01 -1408,178,i3,1704412150,2,2,39,571556450_02,571500475_01,571540304_02,571540303_01 -1409,178,i3,1704412150,3,3,42,571540303_02.21,571556450_01,571540303_02.21,571500475_01 -1410,178,i3,1704412150,4,4,21,-571500475_01,571540303_01,-571500475_01,571540304_01 -1796,206,i7,1704412160,1,1,44,-571511538_02,571542073_02,571542073_01,571511538_02 -1797,206,i7,1704412160,2,2,44,,,, -1798,206,i7,1704412160,3,3,26,-571511538_02,571542073_02,571542073_01,571511538_02 -1799,206,i7,1704412160,4,4,26,,,, -74,201,i8,1704412170,1,1,30,-571500569_01,571500583_02,-571500569_01,571500618_01 -75,201,i8,1704412170,2,2,36,571500618_02,571500583_02,571500618_02,571500617_01 -76,201,i8,1704412170,3,3,18,571500617_02,571500618_01,571500618_02,571500617_01 -77,201,i8,1704412170,4,4,58,571500617_02,571500618_01,571500617_02,571500569_01 -78,201,i8,1704412170,5,5,18,571500583_01,571500617_01,571500583_01,571500569_01 -1910,177,i2,1704412240,1,1,40,-571542809_01,571542811_01,571542811_02,571542809_01 -1911,177,i2,1704412240,2,2,25,571542811_02,571542107_01,-571542809_01,571542809_01 -1912,177,i2,1704412240,3,3,71,,,, -1913,177,i2,1704412240,4,4,34,-571542809_01,571542811_01,571542107_02,571542809_01 -1182,176,i1,1704412250,1,1,37,-571542810_01,-571542797_02.99,571542797_02.99,571542810_01 -1183,176,i1,1704412250,2,2,93,-571542810_01,-571542797_02.99,-571542810_01,571543469_01 -1184,176,i1,1704412250,3,3,40,571543469_02,-571542797_02.99,, -250,202,i9,1704412250,1,1,46,571510152_02,-571510152_01,571510152_01,571510152_01.65 -251,202,i9,1704412250,2,2,114,,,, -1724,206,i7,1704412300,1,1,44,-571511538_02,571542073_02,571542073_01,571511538_02 -1725,206,i7,1704412300,2,2,44,,,, -1726,206,i7,1704412300,3,3,26,-571511538_02,571542073_02,571542073_01,571511538_02 -1727,206,i7,1704412300,4,4,26,,,, -941,175,i0,1704412309,1,1,40,-571542797_02,571500487_01,-571500487_01,571542797_02 -942,175,i0,1704412309,2,2,42,-571500487_01,571545870_01,-571542797_02,571510153_01 -943,175,i0,1704412309,3,3,29,571545870_02,571510153_01,571545870_02,571542797_02 -944,175,i0,1704412309,3,4,26,571545870_02,571510153_01,571510153_02,571545870_01 -945,175,i0,1704412309,4,4,33,571510153_02,571500487_01,571510153_02,571545870_01 -969,178,i3,1704412310,1,1,38,571540304_02,571556450_01,571556450_02,571540304_01 -970,178,i3,1704412310,2,2,39,571556450_02,571500475_01,571540304_02,571540303_01 -971,178,i3,1704412310,3,3,42,571540303_02.21,571556450_01,571540303_02.21,571500475_01 -972,178,i3,1704412310,4,4,21,-571500475_01,571540303_01,-571500475_01,571540304_01 -407,210,i6,1704412310,1,1,24,-571542115_01,571500535_01,, -408,210,i6,1704412310,1,2,19,-571542115_01,571500535_01,571500535_02.18,571542115_01 -409,210,i6,1704412310,2,2,39,571500535_02.18,571511538_01,571500535_02.18,571542115_01 -410,210,i6,1704412310,3,3,65,571511538_02.121,571542115_01,571511538_02.121,571500585_01 -411,210,i6,1704412310,4,4,23,571500585_02,571511538_01,571500585_02,571500535_01 -1209,177,i2,1704412330,1,1,21,-571542809_01,571542811_01,571542811_02,571542809_01 -1210,177,i2,1704412330,2,2,13,571542811_02,571542107_01,-571542809_01,571542809_01 -1211,177,i2,1704412330,3,3,38,,,, -1212,177,i2,1704412330,4,4,18,-571542809_01,571542811_01,571542107_02,571542809_01 -1669,201,i8,1704412330,1,1,30,-571500569_01,571500583_02,-571500569_01,571500618_01 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{}, "outputs": [], "source": [ @@ -24,7 +24,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 104, "metadata": {}, "outputs": [], "source": [ @@ -49,7 +49,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 105, "metadata": {}, "outputs": [], "source": [ @@ -74,7 +74,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 106, "metadata": {}, "outputs": [], "source": [ @@ -98,7 +98,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 107, "metadata": {}, "outputs": [], "source": [ @@ -140,7 +140,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 108, "metadata": {}, "outputs": [], "source": [ @@ -234,7 +234,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 109, "metadata": {}, "outputs": [], "source": [ @@ -360,7 +360,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 110, "metadata": {}, "outputs": [], "source": [ @@ -457,7 +457,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 111, "metadata": {}, "outputs": [], "source": [ @@ -479,7 +479,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 112, "metadata": {}, "outputs": [], "source": [ @@ -492,7 +492,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 113, "metadata": {}, "outputs": [], "source": [ @@ -550,7 +550,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 114, "metadata": {}, "outputs": [], "source": [ @@ -568,7 +568,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 115, "metadata": {}, "outputs": [], "source": [ @@ -616,7 +616,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 116, "metadata": {}, "outputs": [], "source": [ @@ -645,7 +645,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 117, "metadata": {}, "outputs": [], "source": [ @@ -667,11 +667,11 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 118, "metadata": {}, "outputs": [], "source": [ - "def make_rhistory(history, present_time):\n", + "def make_rhistory(history, present_time, adder):\n", " # 1. 조회시점의 유닉스 타임 이전의 신호이력 수집\n", " rhistory = history.copy() # recent history\n", " rhistory = rhistory[(rhistory.end_unix <= present_time) & (rhistory.end_unix > present_time - 9000)] # 두 시간 반 전부터 현재까지의 신호이력을 가져옴. 9000 = 3600 * 2.5\n", @@ -695,7 +695,7 @@ " cycle = prow.cycle.iloc[0]\n", " row3 = prow.drop(['start_hour', 'start_minute'], axis=1).copy()\n", " # prow에서 필요한 부분을 rhistory에 추가\n", - " row3['end_unix'] = present_time + 600\n", + " row3['end_unix'] = present_time + adder\n", " rhistory = pd.concat([rhistory, row3]).reset_index(drop=True)\n", "\n", "\n", @@ -721,13 +721,13 @@ " rhistory['start_unix'] = rhistory['start_unix'].astype(int)\n", " rhistory = rhistory[['inter_no', 'start_unix'] + [f'dura_{alph}{j}' for alph in ['A', 'B'] for j in range(1,9)] + ['cycle']]\n", " return rhistory\n", - "\n", - "rhistory = make_rhistory(history, present_time)" + "adder = 600\n", + "rhistory = make_rhistory(history, present_time, adder)" ] }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 119, "metadata": {}, "outputs": [], "source": [ @@ -834,7 +834,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 120, "metadata": {}, "outputs": [], "source": [ @@ -872,7 +872,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 121, "metadata": {}, "outputs": [], "source": [ @@ -891,7 +891,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 122, "metadata": {}, "outputs": [], "source": [ @@ -925,7 +925,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 123, "metadata": {}, "outputs": [], "source": [ @@ -973,7 +973,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 124, "metadata": {}, "outputs": [ { @@ -1195,7 +1195,7 @@ "[343 rows x 10 columns]" ] }, - "execution_count": 22, + "execution_count": 124, "metadata": {}, "output_type": "execute_result" } @@ -1262,7 +1262,8 @@ " inter2node = dict(zip(inter_node['inter_no'], inter_node['node_id']))\n", " hours = np.array(range(midnight - 7200, next_day + 1, 3600)) # 정각에 해당하는 시각들 목록\n", " # rhistory, rhists, hrhists\n", - " rhistory = make_rhistory(history, present_time)\n", + " adder = 600\n", + " rhistory = make_rhistory(history, present_time, adder)\n", " rhists = processing(rhistory, hours)\n", " hrhists = make_hrhists(rhists, isplits, timetable)\n", " # movements, movement, movement_updated\n", @@ -1282,9 +1283,52 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 125, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "1704411900\n", + "2024-01-05 08:45:00\n", + "175\n", + "1529\n", + "True True\n", + "176\n", + "1530\n", + "True True\n", + "177\n", + "1620\n", + "True True\n", + "178\n", + "1580\n", + "True True\n", + "201\n", + "1600\n", + "True True\n", + "202\n", + "1530\n", + "True True\n", + "206\n", + "1540\n", + "True True\n", + "210\n", + "1530\n", + "True True\n" + ] + }, + { + "data": { + "image/png": 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qamqKuMWbf3dNlwkwxCgQ8Mrvr457LQCQKNXVHd/p2J8xktcbGofU4vdXH2Sfk/a1fJHU+1zUwaO8vFyjRo3SlClTtHLlyi7HzZs3T+np6eFbXl5erwrtjuZ9X3RvXHN9nCsBgMSp7+YS191xSB7d3b+SeZ+LKngsWrRIn3zyiT766CPdcMMNuvDCC/XGG290Ora8vFyNjY3hm9frjUnBB5I2aHj3xqVlx7kSAEic7G4ucd0dh+TR3f0rmfe5qILHgAGh4U6nU1OnTtVFF12kZ555ptOxLpdLw4YNi7jFm/uwQrlcuZIcXYxwyOXKk9tdFPdaACBRiopCZ684ulgKHQ4pLy80DqnF7S46yD4nDRo4PKn3uV5dQKylpUVpaWmxqqXXHI4BKiioaLvXvleSVFCwkOt5AOjTnM7QKbNSx/DRdn/hQq7nkYocDucB9rmQESN/ktT7XFTBY8WKFWptbZUkrVy5Uk8//bRmzJgRl8J6KivLo8LCSrlcORHtLleuCgsruY4HgH7B45EqK6WcyKVQubmhdq7jkbq62ufC/en/z3JF0YnqAmK///3vdfHFF+vQQw/VqFGjtGzZMo0bNy5etfVYVpZHmZnTuXIpgH7N45GmT+fKpX1Rh32ubrOkmxJdVrdEFTyWL18erzpizuFwKiOjONFlAEBCOZ1ScXGiq0A8ROxzQ55NZClR4UfiAACANQQPAABgDcEDAABYQ/AAAADWEDwAAIA1BA8AAGANwQMAAFhD8AAAANYQPAAAgDUEDwAAYA3BAwAAWEPwAAAA1hA8AACANQQPAABgDcEDAABYQ/AAAADWEDwAAIA1BA8AAGANwQMAAFhD8AAAANYQPAAAgDUEDwAAYA3BAwAAWEPwAAAA1hA8AACANQQPAABgDcEDAABYQ/AAAADWEDwAAIA1BA8AAGANwQMAAFhD8AAAANYQPAAAgDUEDwAAYA3BAwAAWEPwAAAA1gxMdAHxYkxQfn+1mpvrlZaWLbe7SA6HM9FlAYBVwaBUXS3V10vZ2VJRkeRkKUw5fWlP63HwuPrqq7V69Wq9//77sawnJny+KtXWlioQ2B5uc7lyVVBQoawsTwIrAwB7qqqk0lJp+9dLoXJzpYoKycNSmDL62p7Wo49avF6vnnjiiVjXEhM+X5VqakoiDpAkBQJ1qqkpkc9XlaDKAMCeqiqppCQydEhSXV2ovYqlMCX0xT2tR8Hj+uuv12WXXRbrWnrNmFbV1pZKMp31SpJqa8tkTNBqXQBgUzAYeqfDdLIUtrWVlYXGIXkZE+yTe1rUweOFF15QQ0ODSkpKDjguEAioqakp4hZv/t01HVJhJKNAwCu/vzrutQBAolRXd3ynY3/GSF5vaBySl99f3Sf3tKiCR0NDg6677jo98MADBx07b948paenh295eXk9LrK7mvd90b1xzfVxrgQAEqe+m0tcd8chMbq7V6Xantbt4GGM0RVXXKGysjIde+yxBx1fXl6uxsbG8M3r9faq0O5IGzS8e+PSsuNcCQAkTnY3l7jujkNidHevSrU9rdvB484779S+ffv0s5/9rFvjXS6Xhg0bFnGLN/dhhXK5ciU5uhjhkMuVJ7e7KO61AECiFBWFzl5xdLEUOhxSXl5oHJKX213UJ/e0bgePRYsWqbq6WhkZGXK73Zo2bZo+/PBDud1uffjhh/GssdscjgEqKKhou9e+V5JUULAwZc99BoDucDpDp8xKHcNH2/2FC7meR7JzOJx9ck/rdvCor69XU1OT/H6//H6/nn/+eR199NHy+/06+uij41ljVLKyPCosrJTLlRPR7nLlqrCwMiXPeQaAaHk8UmWllBO5FCo3N9TOdTxSQ1/c0/rklUuzsjzKzJzeZ67yBgA94fFI06dz5dJU19f2tB4Hj+Li4qS8amkbh8OpjIziRJcBAAnldErFxYmuAr3Vl/Y0fiQOAABYQ/AAAADWEDwAAIA1BA8AAGANwQMAAFhD8AAAANYQPAAAgDUEDwAAYA3BAwAAWEPwAAAA1hA8AACANQQPAABgDcEDAABYQ/AAAADWEDwAAIA1BA8AAGANwQMAAFhD8AAAANYQPAAAgDUEDwAAYA3BAwAAWEPwAAAA1hA8AACANQQPAABgDcEDAABYQ/AAAADWEDwAAIA1BA8AAGANwQMAAFhD8AAAANYQPAAAgDUEDwAAYA3BAwAAWEPwAAAA1hA8AACANQQPAABgzcBEF9BbxrTK8dW/d+x6R24zTQ6HM6E1AUCyCAal6mqpvl7KzpaKiiQnS2SfYExQfn+1mpvrlbZrszISXVA3Rf2Ox1133aVjjjlGo0aN0vHHH6/nnnsuHnV1i89XpffevyJ8f9tHN+m110bL56tKWE0AkCyqqqTRo6UpU6RZs0L/OXp0qB2pzeer0muvjdamTVP0f/83S9s+uinRJXVb1MHjtNNOU01Njf71r3/pvvvu0w9/+EM1NDTEo7YD8vmqVFNTon0tOyLaA4E61dSUED4A9GtVVVJJibR9e2R7XV2onfCRutr2v0Bge+f9jWssVxSdqIPHWWedpUGDBkmSzjzzTB166KHy+XwxL+xAjAmqtrZUkumsV5JUW1smY4JW6wKAZBAMSqWlkulkiWxrKysLjUNqOfD+F/LZx39K6v2vx18u3bt3rxYuXKhTTjlFxx57bIf+QCCgpqamiFus+P3VXSa9EKNAwCu/vzpmfxMAUkV1dcd3OvZnjOT1hsYhtRx8/5P2tXyR1Ptf1MFj8+bNysvL06GHHqqnnnpK999/f6fj5s2bp/T09PAtLy+v18W2aW6uj+k4AOhL6ru59HV3HJJHX9j/og4eRx11lLxer/bs2aPrrrtOkydP1ocffthhXHl5uRobG8M3r9cbk4IlKS0tO6bjAKAvye7m0tfdcUgefWH/6/FHLYMHD9asWbM0bdo0Pf744x36XS6Xhg0bFnGLFbe7SC5XrhQ+kbY9h1yuPLndRTH7mwCQKoqKpNxcydHFEulwSHl5oXFILQff/6RBA4cn9f7X6wuIuVwuHXLIIbGopdscDqcKCiq66pUkFRQs5HoeAPolp1Oq+GqJbB8+2u4vXMj1PFJR5P7XefgYMfInSb3/RRU86urqtGTJErW0tEiS/ud//kfLli3TzJkz41LcgWRleVRYWKlBAyMvmeJy5aqwsFJZWR7rNQFAsvB4pMpKKScnsj03N9TuYYlMWW37n8uV03l/+v+zXFF0orpyqcvl0sMPP6zS0lINHTpUo0eP1rJly3TMMcfEq74DysryKPNYh6TQKyh/zO1yn16e1EkPAGzxeKTp07lyaV+UleVRZub0r69cWrdZUmpcRCyq4JGZmam///3v8aqlRxyOr9+0yRhyvEToAIAwp1MqLk50FYgHh8OpjIzi0J0hzyaylKjwI3EAAMAaggcAALCG4AEAAKwheAAAAGsIHgAAwBqCBwAAsIbgAQAArCF4AAAAawgeAADAGoIHAACwhuABAACsIXgAAABrCB4AAMAaggcAALCG4AEAAKwheAAAAGsIHgAAwBqCBwAAsIbgAQAArCF4AAAAawgeAADAGoIHAACwhuABAACsIXgAAABrCB4AAMAaggcAALCG4AEAAKwheAAAAGsIHgAAwBqCBwAAsIbgAQAArCF4AAAAawgeAADAGoIHAACwhuABAACsIXgAAABrBia6gFgyplX+Hf9Qc3O90tKy5XYXyeFwJrosAEiYYFCqrpbq66XsbKmoSHKyLFplTFB+fzV701eiDh6rVq3STTfdpE8//VTGGJWVlenaa6+NR21Re+/9K+Rz7wjfd7lyVVBQoawsTwKrAoDEqKqSSkul7du/bsvNlSoqJA/LohU+X5Vqa0sVCHx9EPr73hT1Ry3PPvusHnnkEdXW1uqll17S/PnztXz58njUFrV9LTsi7gcCdaqpKZHPV5WgigAgMaqqpJKSyNAhSXV1ofYqlsW48/mqVFNTEhE6JPamqINHRUWFxo4dK0k68sgjdeGFF2rVqlUxL6y7jGk9UK8kqba2TMYE7RQEAAkWDIbe6TCmY19bW1lZaBziw5igamtL1bYPteuV1H/3pl5/udTn8yk9Pb1DeyAQUFNTU8QtHvy7aw4ywigQ8Mrvr47L3weAZFNd3fGdjv0ZI3m9oXGID7+/usM7HZH6797Uq+Cxfv16Pf/885o1a1aHvnnz5ik9PT18y8vL682f6lLzvi+6N665Pi5/HwCSTX03l7vujkP0urvn9Me9qcfB46mnntL555+vxx9/XGPGjOnQX15ersbGxvDN6/X2qtCupA0a3r1xadlx+fsAkGyyu7ncdXccotfdPac/7k1Rn9USDAZ17bXXavXq1VqxYoUmTJjQ6TiXyyWXy9XrAg/GfVjhQUY45HLlyu0uinstAJAMiopCZ6/U1XX+PQ+HI9RfxLIYN253kVyuXAUCder8ex79d2+K+h2PsrIybdmyRRs2bOgydNjkcBxoCg5JUkHBwn59zjSA/sXpDJ0yK4VCxv7a7i9cyPU84snhcKqgoKLtXvteSf13b4oqeOzdu1cPPPCAHn30UR122GHxqqnHBg3MiLjvcuWqsLCy354rDaD/8nikykopJyeyPTc31M51POIvK8ujwsJKuVyRB6G/701RfdSyZcsWtba2avLkyRHtY8eO1YoVK2JaWE+MO/Zh+SdkcHU4AFAoXEyfzpVLEykry6PMzOlcuXQ/UQWPcePGqbX1QNfNSCyHY4AyMooTXQYAJA2nUyouTnQV/ZvD4WRv2g8/EgcAAKwheAAAAGsIHgAAwBqCBwAAsIbgAQAArCF4AAAAawgeAADAGoIHAACwhuABAACsIXgAAABrCB4AAMAaggcAALCG4AEAAKwheAAAAGsIHgAAwBqCBwAAsIbgAQAArCF4AAAAawgeAADAGoIHAACwhuABAACsIXgAAABrCB4AAMAaggcAALCG4AEAAKwheAAAAGsIHgAAwBqCBwAAsIbgAQAArCF4AAAAawgeAADAGoIHAACwhuABAACsIXgAAABrCB4AAMAaggcAALBmYKILSCbGBOX3V6u5uV5padlyu4vkcDgTXRYA9FgwKFVXS/X1Una2VFQkOVnWUkpf25t6FDyMMVq8eLEeeOABrV27NtY1JYTPV6Xa2lIFAtvDbS5XrgoKKpSV5UlgZQDQM1VVUmmptP3rZU25uVJFheRhWUsJfXFvivqjluXLl+uEE07Qbbfdph07dsSjJut8virV1JREHFhJCgTqVFNTIp+vKkGVAUDPVFVJJSWRoUOS6upC7VUsa0mvr+5NUQeP3bt3a/78+frTn/4Uj3qsMyao2tpSSaazXklSbW2ZjAlarQsAeioYDL3TYTpZ1trayspC45Cc+vLeFHXwmDFjhqZOnXrQcYFAQE1NTRG3ZOT3V3dIk5GMAgGv/P5qazUBQG9UV3d8p2N/xkheb2gcklNf3pvidlbLvHnzlJ6eHr7l5eXF60/1SnNzfUzHAUCi1XdzueruONjXl/emuAWP8vJyNTY2hm9erzdef6pX0tKyYzoOABItu5vLVXfHwb6+vDfF7XRal8sll8sVr6ePGbe7SC5XrgKBOnX+WZpDLleu3O4i26UBQI8UFYXOXqmr6/x7Hg5HqL+IZS1p9eW9qd9fQMzhcKqgoKLtXvteSVJBwcKUPmcaQP/idIZOmZVCIWN/bfcXLuR6HsmsL+9N/T54SFJWlkeFhZVyuXIi2l2uXBUWVqbsudIA+i+PR6qslHIilzXl5obauY5H8uurexNXLv1KVpZHmZnT+9TV4QD0bx6PNH06Vy5NZX1xb+px8CguLtb7778fy1oSzuFwKiOjONFlAEDMOJ1ScXGiq0Bv9LW9iY9aAACANQQPAABgDcEDAABYQ/AAAADWEDwAAIA1BA8AAGANwQMAAFhD8AAAANYQPAAAgDXWLpluvvqJxKamptg+8Z49kf+O9fMDAJDs4rgXtu3bprOfOu4Bh4nVMx3E9u3blZeXZ+NPAQCAGPN6vcrNze3181gLHq2trfr44481dOhQOdr/TnMKaGpqUl5enrxer4YNG5bocmKqL89N6tvzY26pqy/Pj7mlrs7mZ4zRzp07NXLkSA0Y0PtvaFj7qGXAgAExSUqJNmzYsD75Pzapb89N6tvzY26pqy/Pj7mlrvbzS09Pj9lz8+VSAABgDcEDAABYQ/DoJpfLpZtvvlkulyvRpcRcX56b1Lfnx9xSV1+eH3NLXTbmZ+3LpQAAALzjAQAArCF4AAAAawgeAADAGoKHpLq6On3/+99XTk6OjjzySN1+++3hvrfeekunn3668vPzNW7cOL300ksRj124cKEKCgqUk5OjCy64QA0NDbbL78AYoyeeeEKTJ0+OaO/NXBoaGjRz5kyNGjVK+fn5uueee6zMpTOdzW/fvn267bbbdPzxxysvL09FRUXauHFjxOOWLFmi4447Trm5uZoyZYo++uijcN+XX36pK6+8Uvn5+crNzdWNN94Ys8sDR6OrY9dm9+7dysrK0p133hnRngrHrqu5GWO0YMECjR07VqNGjVJBQYH27dsX7k+FuUldz++ZZ55RYWGhRo0apVNPPVWvvvpqRH+yz2/VqlX65je/qYKCAh111FG69957w31bt27Vueeeq/z8fBUUFOjPf/5zxGNT4TXX1fyMMbr//vs1YcIE5efn66STTtKqVasiHvv3v/9dEyZM0KhRo3TyySfrzTffDPe1traqvLxco0ePVk5Oji6//HLt3bs3Kea2P2OMxo8frzlz5kS0x/XYGZizzz7b3Hjjjaa1tdU0NDSYCRMmmEcffdQ0NTWZnJwc89JLLxljjPnHP/5h0tPTTX19vTHGmKVLl5oTTzzRNDQ0mJaWFjNnzhzj8XgSORXz4osvmvHjx5ujjjrKjB07Ntze27l897vfNbfccotpbW01dXV1Jj8/3zz33HN2J2e6nt+7775rbrrpJrNr1y5jjDH/+Z//aXJzc01zc7Mxxpg1a9aY0aNHm23bthljjLnjjjvMpEmTwo+/+uqrzRVXXGH27dtn/H6/Ofnkk82iRYsszqzrue1v/vz5xul0mnnz5oXbUuHYHWhut99+uznrrLPMp59+aowxpq6uzgSDQWNMaszNmK7nt2XLFjN06FDz+uuvG2OMWblypcnIyDB+v98Ykxrzu+6668z7779vjDFm8+bNJicnx7z44oumpaXFjB8/3jz66KPGGGNqampMRkaGeeutt4wxqfGaM6br+e3cudP8+7//u/niiy+MMca88MILxu12h/93+tFHH5kjjjjCbNq0yRhjzH/913+ZnJwc8+WXXxpjQq/V8847z+zZs8fs3bvXTJs2zfz85z9Pirntb+nSpcbpdJqrrroq3BbvY0fwMMZkZGSYd955J3x/7ty55pprrjF//OMfzQ9+8IOIsd///vfNwoULjTHGTJ482TzzzDPhPp/PZwYOHGgaGhrsFN6JyspK88ILL5jVq1dHLIC9mcs///lPk5WVZfbt2xfuv+eeezo8nw1dza8zGRkZpqamxhhjzEUXXRSeqzHG7Nu3zwwfPtxs3LjR7Ny50xx66KERx+3pp582EydOjM8kunCwudXV1ZljjjnGeDyeiOCRCseuq7l99tln5rDDDjP/+te/On1cKszNmK7n9+yzz0Ys2MYYk5OTEw4iqTK//V1//fXmhhtuMCtWrOjwGrn22mtNWVmZMSY1XnOdaZtfZ0488UTzwgsvGGOMKS8vD8+1zfHHHx8+niNHjjQbN24M973xxhvm8MMPD4fqRGg/t927d5tjjz3WXHbZZRHBI97Hjo9aJJWUlOgPf/iDmpubtW3bNj377LMqKSnR2rVr9c1vfjNi7GmnnaaNGzeqpaVFGzZsiOjPzMzU6NGj9c4779ieQtiMGTM0derUDu29mcvatWt16qmnauDAgR0ea1tX82tvz5492rNnT/gyv+3nP3DgQJ100knauHGj3njjDY0ZM0bDhw8P95922ml69913FQwGYz+JLhxsbmVlZfr1r3+toUOHhttS5dh1Nbfnn39eZ5xxRqc/IJkqc5O6nl9RUZE+++yz8MeaS5Ys0fDhw3XCCSek1Pz25/P5lJ6efsA1RUqN11xn2ubXnjFGDQ0NXa4p0tfz37Ztm5qamnTCCSeE+yZOnKidO3fK6/XGdwIH0H5ut9xyi/7t3/5No0aNihgX72NH8JB0xx13aPny5crIyNCYMWM0ZcoUFRcXq76+XkcccUTE2BEjRqihoUGff/65gsGgMjMzO+1PNr2Zy4Eem6zmzp2r4uJi5eTkSDrw/Lvqa2lpUWNjo7WaD+TJJ59UQ0ODZs+eHdGe6sfunXfeUX5+vq666iqNGTNGEydO1BNPPCEp9ecmSRkZGbr77rv17W9/W0OGDNEll1yihx56SGlpaSk5v/Xr1+v555/XrFmzDlpfKr7m9p9fe4sWLdKQIUPC3+E52PxGjBgR8YOoAwYMUGZmZsKOX/u5vfrqq3rxxRf1y1/+ssPYeB+7fh88gsGgpk6dqrKyMjU2Nqqurk6bNm1SRUWFWlpaOnxhJhgMyuFwqKWlRZK67E82vZnLgR6bbHbv3q1LLrlEr7zyihYvXhxuP9j8O+uTlBRz/OijjzR37lw99thjHepJ9WO3c+dO/fWvf9XMmTO1ZcsWPfbYY/qP//gPvfLKKyk/Nym02P/617/WW2+9pZ07d+pvf/ubZsyYoa1bt6bc/J566imdf/75evzxxzVmzJiD1pdqr7n282vT0tKiX/3qV1q0aJGeeeaZ8K+zRju//fttaz+3HTt26PLLL9fjjz+uwYMHdxgf72PX74PHqlWr1NzcrLKyMg0cOFDZ2dlasGCB7rrrLg0fPlyff/55xHifz6dvfOMbysjIkDFGO3bs6LQ/2fRmLgd6bDLZvHmzTjnlFA0aNEivvvqqsrKywn0HmkNXfYMHD47pLzL2xJdffimPx6P58+d3+nFEqh+7zMxMnXfeeTrnnHPkcDg0ceJE/fjHP9Zzzz2X8nOTpIqKCl1zzTWaOHGiHA6HzjnnHF1wwQV66KGHUmZ+wWBQP/3pT3XrrbdqxYoVOv/88yUd+DV1sP5kes11Nb+2ms466yy99957Wr9+vY4++uhwX7Tza/uoxubx62xura2tmjVrln7yk5/opJNO6vRx8T52/T54NDc3R3yGKkmDBg1Sc3OzJk2apDVr1kT0rVmzRpMnT9Zhhx2msWPHRvTX19fr008/1YQJE6zUHo3ezGXSpElat26dWltbOzw2Wfj9fp199tm6/vrr9ac//UmHHnpoRH/7+Tc3N+uNN97Q6aefrpNOOkn//Oc/IzaANWvW6LTTTgv/v5tEefnll/X+++/ryiuvlNvtltvt1pNPPqlbb71V5557bsofu3Hjxmnnzp0RbQMGDNDgwYNTfm7SgdeXVJlfWVmZtmzZog0bNkSsbQdaUzrrT9bXXFfza2lp0Xe+8x1NmTJFzz33nA4//PCIxx1o/m0B5d133w33rV+/Xjk5OcrOzo7jbCJ1NreamhqtXr1av/vd78Jryp133qlHH31UY8eOlWTh2HX7a6h9lN/vNyNHjjRPPvmkMcaYnTt3mmnTppk5c+YYr9dr3G63efnll40xodOp8vPzw6dsLliwwJx88slmx44dJhAImEsuuaTDt5wTpf2363szl9bWVjNhwgTzu9/9zgSDQbN582YzatQos2HDBvsT+0r7+T344IPm29/+dpfjq6qqzOjRo43X6zUtLS3mN7/5TcTZAeeff76ZM2eO2bdvn/H5fOb44483y5Yti+cUunSwM3YuueSSiLNaUunYtZ/bnj17THZ2dvg07/fee89kZ2eHT1FMpbkZ03F+S5cuNUcffXT4tMS33nrLHH744eZ///d/jTHJP78vv/zSOJ1O8/HHH3fo2717t8nOzjaLFy82xhjz+uuvm+zsbOP1eo0xqfGaO9D8Vq5cecDX4euvv24yMzPN22+/bVpbW82DDz5oTjzxRNPa2mqMCZ3KOm3aNPPll1+aXbt2mXPOOSfiTJF4O9Dc2rv55psjzmqJ97Hr98HDGGPeeecdc+6555r8/HwzZswYU1ZWZnbv3m2MMWb58uVm7NixJisry0yePNm8/fbb4ccFg0Hzi1/8wmRlZZns7GwzZ84cs3fv3kRNI0Jnm1dv5rJ582Zz1llnmczMTHP00Uebv/zlL9bm0pn287vhhhvM0KFDTX5+fsTtwQcfDI+56667THZ2tjniiCPMD3/4w/D5+caETmM8//zzTWZmpsnPzzf33nuv1fnsL9rgkUrHrrO5rVmzxkycONHk5OSYiRMnmr/97W/hvlSamzGdz++hhx4yxx13nBk1apSZMGGCefrpp8N9yT6/mpoa43A4Oryu2kL+hg0bzIknnmiysrLM8ccfb1avXh3x+GR/zR1ofvfdd5855JBDOvT99re/DT/+iSeeMKNGjTIjRoww3/nOd8IB05hQqL700kvN4YcfbnJycsxvfvObcChJ9Nzaax88jInvsePXaQEAgDX9/jseAADAHoIHAACwhuABAACsIXgAAABrCB4AAMAaggcAALCG4AEAQBS++OIL/eQnP9H8+fM77d+xY4dGjx4dccvPz5fD4dAbb7whSWpoaNDMmTM1atQo5efn65577un0ubxer1wul5566qlO++fPn9/p763s2bNH5eXluuaaa6Ka24oVK3TyyScrLy9P48eP1yuvvBLV47uD4AEAQDfdeOONGjt2rFauXNnpD8FJod9Q2rp1a8Rt/vz5OuOMMzRp0iRJ0sUXX6zx48dr27ZtWrt2re6991799a9/7fBc8+bN6/Ln5nft2qWKiooO7QsWLNBRRx2lpUuXdvun6iXp7bff1qWXXqrHH39cXq9XixYt0oUXXqjdu3d3+zm6g+ABAEA3paena926dTr77LO7/ZhgMKibb75Zd9xxhyTpgw8+0IYNGzR37lw5HA6NHDlS1113nR555JGIx23atEnr1q3r8vd5brnlFnk8ng7tTqdTK1as0OzZs6OYWehXbH/0ox+psLBQknT22WfrzDPP1H//939H9TwHQ/AAAKCdSy+9VP/4xz86tM+dO1dHHnlkVM+1dOlS5eTk6Mwzz5QkrV27VqeeemrEDwiedtpp2rhxY/h+MBjUnDlzdM8998jpdHZ4zk2bNunFF19UaWlph77S0lKdcMIJXdbzwAMPaNy4cRo9erQuuOACffbZZ5JCPwbX0tISMTYzM1MffPBBVPM9GIIHAABxdM8996isrCx8v76+XkcccUTEmBEjRqihoSF8f/78+TruuONUXFzc4fkCgYBmz56t++67T4MGDYqqlocfflgPP/ywVq9era1bt6qwsFBXXnmlJGnGjBn685//rPXr10sKBaSqqir5fL6o/sbBDDz4EAAA+r5HHnlEt912myTp888/1/Lly8Nf3Hz77bc1bNiwqJ/zzTff1I4dOzRt2rRwW0tLS4fvhwSDQTkcDknSunXr9Nhjj4W/iNrejTfeqHPOOUfFxcXaunVrVPX8/ve/17333hsOPr/85S81fPhw7du3T5MnT9Yf//hH/fSnP5XP59Ppp5+uadOmaciQIVH9jYMheAAAIOnyyy/X5ZdfLin0Ucull17a6TsO0XjkkUd00UUXacCArz9gGD58ePhdhTY+n0/f+MY35PP5dNFFF2nx4sUaOnRoh+dbsmSJqqurtXbt2h7Vs2XLFs2ePTvi45shQ4bos88+U05OjmbMmKEZM2aE+2bOnKlTTjmlR3+rKwQPAADiIBgMasmSJXrppZci2idNmqRbb71Vra2t4UCyZs0aTZ48WX/5y1/0ySef6Hvf+154/K5du/T666/rpZdeUk1NjT788MPwOxatra0KBAJyu916+umn9a1vfeuANY0cOVKVlZWaOHHiQev3+/1asWKFFixYEOXMD4zveAAAEAevv/66jDE66aSTItpPPfVUZWdna/78+WptbdWWLVt0//3369prr9U111yjPXv2yO/3h29nnHFG+LsZr732mnbu3Bnue/vtt+VyueT3+w8aOiTpkksu0dy5c7Vjxw5JoWuOvPzyy5KkvXv3asuWLZKkxsZGXX755briiiuUl5cX0/9eCB4AALTz2GOPRf0xy8yZM7Vq1arw/XXr1unEE0/sMM7hcKiqqkorVqzQEUccofPOO0933313+Bof8fSrX/1KEyZM0KRJk3TkkUfqW9/6lhobGyWFgsfUqVOVl5enSZMmacKECbr77rtjXoPDdHUFFAAAgBjjHQ8AAGANwQMAAFhD8AAAANYQPAAAgDUEDwAAYA3BAwAAWEPwAAAA1hA8AACANQQPAABgDcEDAABYQ/AAAADWEDwAAIA1/x+lki5K+V4s7wAAAABJRU5ErkJggg==", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "import matplotlib.pyplot as plt\n", "m = 105\n", @@ -1308,17 +1352,7 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "preprocess(105)\n", - "preprocess(106)" - ] - }, - { - "cell_type": "code", - "execution_count": 28, + "execution_count": 126, "metadata": {}, "outputs": [ { @@ -1330,7 +1364,7 @@ }, { "data": { - "image/png": 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", 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", 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