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update: enhance graph folding logic

master
Dnomd343 3 weeks ago
parent
1794bc8733
commit
f0911d7277
3 changed files with 25 additions and 614 deletions
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  1. 3
      graph/combine.py
  2. 45
      graph/fold.py
  3. 591
      graph/render.py

3
graph/combine.py
View File

@ -91,7 +91,7 @@ def combine_split_result(data_a: list[set[ig.Vertex]], data_b: list[set[ig.Verte
def split_layers(g: ig.Graph) -> list[list[set[ig.Vertex]]]: def split_layers(g: ig.Graph) -> list[list[set[ig.Vertex]]]:
assert min(g.vs['step']) == 0 assert min(g.vs['step']) == 0
layer_num = max(g.vs['step']) + 1 layer_num = max(g.vs['step']) + 1
print(layer_num) print(f'layer_num: {layer_num}')
layers = [{'up': [], 'down': []} for x in range(layer_num)] layers = [{'up': [], 'down': []} for x in range(layer_num)]
layers[0]['up'] = [set(g.vs.select(step=0))] layers[0]['up'] = [set(g.vs.select(step=0))]
@ -159,6 +159,7 @@ def export_new_graph(g: ig.Graph, split_data: list[list[set[ig.Vertex]]]) -> ig.
if __name__ == '__main__': if __name__ == '__main__':
raw = ig.Graph.Read_Pickle('data/DAA7F30.pkl') raw = ig.Graph.Read_Pickle('data/DAA7F30.pkl')
# raw = ig.Graph.Read_Pickle('data/DBAB4CC.pkl')
# raw = ig.Graph.Read_Pickle('main_combined.pkl') # raw = ig.Graph.Read_Pickle('main_combined.pkl')
print(raw.summary()) print(raw.summary())
gg = export_new_graph(raw, split_layers(raw)) gg = export_new_graph(raw, split_layers(raw))

45
graph/circle.py → graph/fold.py
View File

@ -74,31 +74,32 @@ def combine_points(graph: ig.Graph, pairs: list[tuple[int, int]]) -> None:
graph.delete_vertices([point_a.index, point_b.index]) graph.delete_vertices([point_a.index, point_b.index])
def fold_circle(graph: ig.Graph) -> None: def fold_circle(graph: ig.Graph, limit: int | None) -> None:
while True: while True:
print(g.summary()) # print(graph.summary())
if g.is_tree(): if graph.is_tree():
break break
circle = g.girth(return_shortest_circle=True) ring = [graph.vs[x] for x in graph.girth(return_shortest_circle=True)]
circle = [graph.vs[x] for x in circle] if limit is not None:
fold_pairs = find_fold_points([x['step'] for x in circle], [x.degree() for x in circle]) if len(ring) > limit:
fold_pairs = [(circle[a].index, circle[b].index) for a, b in fold_pairs] break
print('fold:', fold_pairs)
fold_pairs = find_fold_points([x['step'] for x in ring], [x.degree() for x in ring])
fold_pairs = [(ring[a].index, ring[b].index) for a, b in fold_pairs]
print(f'fold: {fold_pairs}')
combine_points(graph, fold_pairs) combine_points(graph, fold_pairs)
del graph.vs['id']
def export_graph(graph: ig.Graph, pkl_file: str) -> None:
for i in range(graph.vcount()):
graph.vs[i]['num'] = sum(len(x.split('|')) for x in graph.vs[i]['codes'])
graph.vs[i]['codes'] = '-'.join(graph.vs[i]['codes'])
graph.write_pickle(pkl_file)
if __name__ == '__main__': if __name__ == '__main__':
# val = find_fold_point([53, 52, 51, 52, 53, 54, 55, 56, 57, 56, 55, 54], [2, 2, 3, 2, 2, 2, 2, 2, 3, 2, 2, 2]) raw = load_graph('main_combined.pkl')
# val = find_fold_point([65, 66, 67, 66, 65, 64, 65, 66, 67, 66, 65, 64, 63, 64], [2, 2, 2, 2, 2, 3, 2, 2, 2, 2, 2, 2, 3, 2]) fold_circle(raw, None)
# val = find_fold_point([53, 54, 55, 54, 53, 54, 53, 52, 51, 52], [2, 2, 2, 2, 3, 2, 2, 2, 3, 2]) # fold_circle(raw, 32)
# print(val) export_graph(raw, 'main_folded.pkl')
g = load_graph('main_combined.pkl')
fold_circle(g)
g.write_pickle('main_circle.pkl')
# g.write_graphml('main_circle.graphml')
# g = load_graph('main_cut.pkl')
# fold_circle(g)
# g.write_pickle('main_cut_circle.pkl')
# g.write_graphml('main_cut_circle.graphml')

591
graph/render.py
View File

@ -1,591 +0,0 @@
#!/usr/bin/env python3
import os
import pickle
import igraph as ig
def load_graph(name: str) -> ig.Graph:
# with open(os.path.join('DAA7F30', f'{name}.pkl'), 'rb') as fp:
with open(os.path.join('data', f'{name}.pkl'), 'rb') as fp:
graph = pickle.load(fp)
# graph.vs['color'] = ['yellow' for _ in range(graph.vcount())]
# graph.vs[0]['color'] = 'red'
return graph
# def save_graph(name: str, g: ig.Graph) -> None:
# with open(os.path.join('DAA7F30', f'{name}.pkl'), 'wb') as fp:
# pickle.dump(g, fp)
# def build_stage_1(g: ig.Graph) -> tuple[ig.Graph, ig.Graph]:
# n1, n2 = tuple(g.neighbors(5999))
# g.vs[n1]['color'] = 'blue'
# g.vs[n2]['color'] = 'blue'
# g.delete_vertices(5999)
# sub_g = g.decompose()
# return sub_g[0], sub_g[1]
def demo(g: ig.Graph):
g.delete_vertices(g.vs['code'].index('9C2BE9C'))
g, sub = tuple(g.decompose())
assert g.vcount() == 11761 and sub.vcount() == 726
g.delete_vertices(g.vs['code'].index('0BA72F0'))
g, sub = tuple(g.decompose())
assert g.vcount() == 11462 and sub.vcount() == 298
g.delete_vertices(g.vs['code'].index('1AAF0F4'))
g, sub = tuple(g.decompose())
assert g.vcount() == 11196 and sub.vcount() == 265
g.delete_vertices(g.vs['code'].index('0A9F2F0'))
g, sub = tuple(g.decompose())
assert g.vcount() == 10963 and sub.vcount() == 232
g.delete_vertices(g.vs['code'].index('033AADC'))
g, sub = tuple(g.decompose())
assert g.vcount() == 10830 and sub.vcount() == 132
g.delete_vertices(g.vs['code'].index('0AE7E0C'))
g, sub = tuple(g.decompose())
assert g.vcount() == 10726 and sub.vcount() == 103
g.delete_vertices(g.vs['code'].index('8AA337C'))
g, sub = tuple(g.decompose())
assert g.vcount() == 10625 and sub.vcount() == 100
g.delete_vertices(g.vs['code'].index('2CCAFA4'))
g, sub = tuple(g.decompose())
assert g.vcount() == 10530 and sub.vcount() == 94
g.delete_vertices(g.vs['code'].index('2ACB8DC'))
g, sub = tuple(g.decompose())
assert g.vcount() == 10444 and sub.vcount() == 85
g.delete_vertices(g.vs['code'].index('1BE0B9C'))
g, sub = tuple(g.decompose())
assert g.vcount() == 10362 and sub.vcount() == 81
g.delete_vertices(g.vs['code'].index('2AFB8C4'))
g, sub = tuple(g.decompose())
assert g.vcount() == 10283 and sub.vcount() == 78
g.delete_vertices(g.vs['code'].index('2EA3C9C'))
g, sub = tuple(g.decompose())
assert g.vcount() == 10208 and sub.vcount() == 74
g.delete_vertices(g.vs['code'].index('8AECC9C'))
g, sub = tuple(g.decompose())
assert g.vcount() == 10135 and sub.vcount() == 72
g.delete_vertices(g.vs['code'].index('CEAF0B4'))
g, sub = tuple(g.decompose())
assert g.vcount() == 10064 and sub.vcount() == 70
g.delete_vertices(g.vs['code'].index('2EF2E24'))
g, sub = tuple(g.decompose())
assert g.vcount() == 9995 and sub.vcount() == 68
g.delete_vertices(g.vs['code'].index('8ABC87C'))
g, sub = tuple(g.decompose())
assert g.vcount() == 9934 and sub.vcount() == 60
g.delete_vertices(g.vs['code'].index('9BE0A7C'))
g, sub = tuple(g.decompose())
assert g.vcount() == 9876 and sub.vcount() == 57
g.delete_vertices(g.vs['code'].index('2E8AC7C'))
g, sub_1, sub_2 = tuple(g.decompose())
assert g.vcount() == 9791 and sub_1.vcount() == 35 and sub_2.vcount() == 49
g.delete_vertices(g.vs['code'].index('1F8B2E4'))
g, sub_1, sub_2, sub_3 = tuple(g.decompose())
assert g.vcount() == 9735 and sub_1.vcount() == 2 and sub_2.vcount() == 5 and sub_3.vcount() == 48
g.delete_vertices(g.vs['code'].index('2C8EEB4'))
g, sub = tuple(g.decompose())
assert g.vcount() == 9683 and sub.vcount() == 51
g.delete_vertices(g.vs['code'].index('CABF0B4'))
g, sub = tuple(g.decompose())
assert g.vcount() == 9635 and sub.vcount() == 47
g.delete_vertices(g.vs['code'].index('8ABCC9C'))
g, sub = tuple(g.decompose())
assert g.vcount() == 9588 and sub.vcount() == 46
g.delete_vertices(g.vs['code'].index('2FB82E4'))
g, sub = tuple(g.decompose())
assert g.vcount() == 9541 and sub.vcount() == 46
g.delete_vertices(g.vs['code'].index('2C8BADC'))
g, sub = tuple(g.decompose())
assert g.vcount() == 9494 and sub.vcount() == 46
g.delete_vertices(g.vs['code'].index('0ADA33C'))
g, sub = tuple(g.decompose())
assert g.vcount() == 9448 and sub.vcount() == 45
g.delete_vertices(g.vs['code'].index('2C8FAB4'))
g, sub = tuple(g.decompose())
assert g.vcount() == 9403 and sub.vcount() == 44
g.delete_vertices(g.vs['code'].index('283ABF4'))
g, sub = tuple(g.decompose())
assert g.vcount() == 9360 and sub.vcount() == 42
g.delete_vertices(g.vs['code'].index('2BE83B4'))
g, sub = tuple(g.decompose())
assert g.vcount() == 9317 and sub.vcount() == 42
g.delete_vertices(g.vs['code'].index('8BACC9C'))
g, sub = tuple(g.decompose())
assert g.vcount() == 9275 and sub.vcount() == 41
g.delete_vertices(g.vs['code'].index('2E8BCB4'))
g, sub_1, sub_2 = tuple(g.decompose())
assert g.vcount() == 9203 and sub_1.vcount() == 41 and sub_2.vcount() == 30
g.delete_vertices(g.vs['code'].index('2ABE0DC'))
g, sub = tuple(g.decompose())
assert g.vcount() == 9163 and sub.vcount() == 39
g.delete_vertices(g.vs['code'].index('1B3B3A4'))
g, sub_1, sub_2, sub_3 = tuple(g.decompose())
assert g.vcount() == 9122 and sub_1.vcount() == 1 and sub_2.vcount() == 1 and sub_3.vcount() == 38
g.delete_vertices(g.vs['code'].index('1EA2C7C'))
g, sub_1, sub_2 = tuple(g.decompose())
assert g.vcount() == 9075 and sub_1.vcount() == 38 and sub_2.vcount() == 8
g.delete_vertices(g.vs['code'].index('023BAF4'))
g, sub = tuple(g.decompose())
assert g.vcount() == 9021 and sub.vcount() == 53
g.delete_vertices(g.vs['code'].index('023AEF4'))
g, sub = tuple(g.decompose())
assert g.vcount() == 8971 and sub.vcount() == 49
g.delete_vertices(g.vs['code'].index('0AA33F4'))
g, sub = tuple(g.decompose())
assert g.vcount() == 8914 and sub.vcount() == 56
g.delete_vertices(g.vs['code'].index('AAAF07C'))
sub, g = tuple(g.decompose())
assert g.vcount() == 8876 and sub.vcount() == 37
g.delete_vertices(g.vs['code'].index('0F0AAF4'))
g, sub = tuple(g.decompose())
assert g.vcount() == 8838 and sub.vcount() == 37
g.delete_vertices(g.vs['code'].index('0EE28F4'))
g, sub = tuple(g.decompose())
assert g.vcount() == 8800 and sub.vcount() == 37
g.delete_vertices(g.vs['code'].index('022AFDC'))
g, sub = tuple(g.decompose())
assert g.vcount() == 8762 and sub.vcount() == 37
g.delete_vertices(g.vs['code'].index('0CBA8DC'))
g, sub = tuple(g.decompose())
assert g.vcount() == 8707 and sub.vcount() == 54
g.delete_vertices(g.vs['code'].index('0CCEAB4'))
g, sub = tuple(g.decompose())
assert g.vcount() == 8654 and sub.vcount() == 52
g.delete_vertices(g.vs['code'].index('CFE8CA4'))
g, sub = tuple(g.decompose())
assert g.vcount() == 8617 and sub.vcount() == 36
g.delete_vertices(g.vs['code'].index('283AFB4'))
g, sub = tuple(g.decompose())
assert g.vcount() == 8580 and sub.vcount() == 36
g.delete_vertices(g.vs['code'].index('1BAFC90'))
g, sub = tuple(g.decompose())
assert g.vcount() == 8544 and sub.vcount() == 35
g.delete_vertices(g.vs['code'].index('0AB4BCC'))
g, sub = tuple(g.decompose())
assert g.vcount() == 8509 and sub.vcount() == 34
g.delete_vertices(g.vs['code'].index('283EEE4'))
g, sub = tuple(g.decompose())
assert g.vcount() == 8475 and sub.vcount() == 33
g.delete_vertices(g.vs['code'].index('2F22EE4'))
g, sub = tuple(g.decompose())
assert g.vcount() == 8344 and sub.vcount() == 130
g.delete_vertices(g.vs['code'].index('0A7F8B0'))
g, sub = tuple(g.decompose())
assert g.vcount() == 8311 and sub.vcount() == 32
g.delete_vertices(g.vs['code'].index('2E0FAB4'))
g, sub_1, sub_2 = tuple(g.decompose())
assert g.vcount() == 8279 and sub_1.vcount() == 30 and sub_2.vcount() == 1
g.delete_vertices(g.vs['code'].index('2A8B3F4'))
g, sub_1, sub_2 = tuple(g.decompose())
assert g.vcount() == 8244 and sub_1.vcount() == 5 and sub_2.vcount() == 29
g.delete_vertices(g.vs['code'].index('CFEA0B4'))
g, sub = tuple(g.decompose())
assert g.vcount() == 8216 and sub.vcount() == 27
g.delete_vertices(g.vs['code'].index('8BBE09C'))
g, sub = tuple(g.decompose())
assert g.vcount() == 8188 and sub.vcount() == 27
g.delete_vertices(g.vs['code'].index('CF2A2F4'))
g, sub = tuple(g.decompose())
assert g.vcount() == 8137 and sub.vcount() == 50
g.delete_vertices(g.vs['code'].index('0BE8CB4'))
g, sub = tuple(g.decompose())
assert g.vcount() == 8110 and sub.vcount() == 26
g.delete_vertices(g.vs['code'].index('1F8B3A4'))
g, sub_1, sub_2, sub_3 = tuple(g.decompose())
assert g.vcount() == 8076 and sub_1.vcount() == 6 and sub_2.vcount() == 1 and sub_3.vcount() == 26
g.delete_vertices(g.vs['code'].index('033EAB4'))
g, sub_1, sub_2, sub_3, sub_4 = tuple(g.decompose())
assert g.vcount() == 8044 and sub_1.vcount() == 1 and sub_2.vcount() == 3 and sub_3.vcount() == 1 and sub_4.vcount() == 26
g.delete_vertices(g.vs['code'].index('0BA83DC'))
g, sub = tuple(g.decompose())
assert g.vcount() == 8017 and sub.vcount() == 26
g.delete_vertices(g.vs['code'].index('0AA33DC'))
g, sub = tuple(g.decompose())
assert g.vcount() == 7990 and sub.vcount() == 26
g.delete_vertices(g.vs['code'].index('1B8A3DC'))
g, sub_1, sub_2, sub_3 = tuple(g.decompose())
assert g.vcount() == 7949 and sub_1.vcount() == 26 and sub_2.vcount() == 7 and sub_3.vcount() == 7
g.delete_vertices(g.vs['code'].index('283BFA4'))
g, sub = tuple(g.decompose())
assert g.vcount() == 7799 and sub.vcount() == 149
g.delete_vertices(g.vs['code'].index('282BFB4'))
g, sub = tuple(g.decompose())
assert g.vcount() == 7662 and sub.vcount() == 136
g.delete_vertices(g.vs['code'].index('0BE88F4'))
g, sub = tuple(g.decompose())
assert g.vcount() == 7552 and sub.vcount() == 109
g.delete_vertices(g.vs['code'].index('032AEDC'))
g, sub = tuple(g.decompose())
assert g.vcount() == 7526 and sub.vcount() == 25
g.delete_vertices(g.vs['code'].index('8E2CB9C'))
g, sub = tuple(g.decompose())
assert g.vcount() == 7501 and sub.vcount() == 24
g.delete_vertices(g.vs['code'].index('8E3CA9C'))
g, sub = tuple(g.decompose())
assert g.vcount() == 7476 and sub.vcount() == 24
g.delete_vertices(g.vs['code'].index('8EBE09C'))
g, sub = tuple(g.decompose())
assert g.vcount() == 7451 and sub.vcount() == 24
g.delete_vertices(g.vs['code'].index('0E9F8B0'))
g, sub = tuple(g.decompose())
assert g.vcount() == 7426 and sub.vcount() == 24
g.delete_vertices(g.vs['code'].index('0B9F8B0'))
g, sub = tuple(g.decompose())
assert g.vcount() == 7401 and sub.vcount() == 24
g.delete_vertices(g.vs['code'].index('0E9B8CC'))
g, sub_1, sub_2 = tuple(g.decompose())
assert g.vcount() == 7368 and sub_1.vcount() == 8 and sub_2.vcount() == 24
g.delete_vertices(g.vs['code'].index('2ACB8F4'))
g, sub = tuple(g.decompose())
assert g.vcount() == 7343 and sub.vcount() == 24
g.delete_vertices(g.vs['code'].index('0A7B8CC'))
g, sub = tuple(g.decompose())
assert g.vcount() == 7318 and sub.vcount() == 24
g.delete_vertices(g.vs['code'].index('2BAEF40'))
g, sub = tuple(g.decompose())
assert g.vcount() == 7293 and sub.vcount() == 24
g.delete_vertices(g.vs['code'].index('0A43BBC'))
g, sub = tuple(g.decompose())
assert g.vcount() == 7238 and sub.vcount() == 54
g.delete_vertices(g.vs['code'].index('0A07AFC'))
g, sub_1, sub_2 = tuple(g.decompose())
assert g.vcount() == 7146 and sub_1.vcount() == 90 and sub_2.vcount() == 1
g.delete_vertices(g.vs['code'].index('0FF42A8'))
g, sub = tuple(g.decompose())
assert g.vcount() == 7122 and sub.vcount() == 23
g.delete_vertices(g.vs['code'].index('1A18BFC'))
g, sub = tuple(g.decompose())
assert g.vcount() == 7098 and sub.vcount() == 23
g.delete_vertices(g.vs['code'].index('8AB837C'))
g, sub = tuple(g.decompose())
assert g.vcount() == 7076 and sub.vcount() == 21
g.delete_vertices(g.vs['code'].index('2CCAAF4'))
g, sub_1, sub_2 = tuple(g.decompose())
assert g.vcount() == 7045 and sub_1.vcount() == 21 and sub_2.vcount() == 9
g.delete_vertices(g.vs['code'].index('2A83EDC'))
g, sub = tuple(g.decompose())
assert g.vcount() == 7023 and sub.vcount() == 21
g.delete_vertices(g.vs['code'].index('1BBE8C4'))
g, sub = tuple(g.decompose())
assert g.vcount() == 7001 and sub.vcount() == 21
g.delete_vertices(g.vs['code'].index('0B2B3B4'))
g, sub = tuple(g.decompose())
assert g.vcount() == 6898 and sub.vcount() == 102
g.delete_vertices(g.vs['code'].index('2BEBB04'))
g, sub = tuple(g.decompose())
assert g.vcount() == 6830 and sub.vcount() == 67
g.delete_vertices(g.vs['code'].index('1BE8C9C'))
g, sub = tuple(g.decompose())
assert g.vcount() == 6766 and sub.vcount() == 63
g.delete_vertices(g.vs['code'].index('1BF0AB4'))
g, sub_1, sub_2, sub_3 = tuple(g.decompose())
assert g.vcount() == 6712 and sub_1.vcount() == 34 and sub_2.vcount() == 3 and sub_3.vcount() == 16
g.delete_vertices(g.vs['code'].index('2B8E2F4'))
g, sub = tuple(g.decompose())
assert g.vcount() == 6692 and sub.vcount() == 19
g.delete_vertices(g.vs['code'].index('9BAE07C'))
g, sub_1, sub_2 = tuple(g.decompose())
assert g.vcount() == 6658 and sub_1.vcount() == 15 and sub_2.vcount() == 18
g.delete_vertices(g.vs['code'].index('8B0EADC'))
g, sub = tuple(g.decompose())
assert g.vcount() == 6639 and sub.vcount() == 18
g.delete_vertices(g.vs['code'].index('8B0EE9C'))
g, sub_1, sub_2 = tuple(g.decompose())
assert g.vcount() == 6618 and sub_1.vcount() == 18 and sub_2.vcount() == 2
g.delete_vertices(g.vs['code'].index('8B0EFA4'))
g, sub = tuple(g.decompose())
assert g.vcount() == 6599 and sub.vcount() == 18
g.delete_vertices(g.vs['code'].index('1B3B2E4'))
g, sub = tuple(g.decompose())
assert g.vcount() == 6581 and sub.vcount() == 17
g.delete_vertices(g.vs['code'].index('0EABF40'))
g, sub_1, sub_2 = tuple(g.decompose())
assert g.vcount() == 6561 and sub_1.vcount() == 17 and sub_2.vcount() == 2
g.delete_vertices(g.vs['code'].index('1AEF834'))
g, sub = tuple(g.decompose())
assert g.vcount() == 6543 and sub.vcount() == 17
g.delete_vertices(g.vs['code'].index('1B83AF4'))
g, sub = tuple(g.decompose())
assert g.vcount() == 6497 and sub.vcount() == 45
g.delete_vertices(g.vs['code'].index('8BBC89C'))
g, sub = tuple(g.decompose())
assert g.vcount() == 6480 and sub.vcount() == 16
g.delete_vertices(g.vs['code'].index('2ABBF40'))
g, sub = tuple(g.decompose())
assert g.vcount() == 6463 and sub.vcount() == 16
g.delete_vertices(g.vs['code'].index('9EAE07C'))
g, sub_1, sub_2 = tuple(g.decompose())
assert g.vcount() == 6434 and sub_1.vcount() == 13 and sub_2.vcount() == 15
g.delete_vertices(g.vs['code'].index('2C8EEE4'))
g, sub = tuple(g.decompose())
assert g.vcount() == 6418 and sub.vcount() == 15
g.delete_vertices(g.vs['code'].index('0BA72CC'))
g, sub = tuple(g.decompose())
assert g.vcount() == 6402 and sub.vcount() == 15
g.delete_vertices(g.vs['code'].index('8EAC87C'))
sub, g = tuple(g.decompose())
assert g.vcount() == 6333 and sub.vcount() == 68
g.delete_vertices(g.vs['code'].index('CA32FB4'))
g, sub_1, sub_2 = tuple(g.decompose())
assert g.vcount() == 6315 and sub_1.vcount() == 3 and sub_2.vcount() == 14
g.delete_vertices(g.vs['code'].index('CE38BB4'))
g, sub_1, sub_2 = tuple(g.decompose())
assert g.vcount() == 6297 and sub_1.vcount() == 3 and sub_2.vcount() == 14
g.delete_vertices(g.vs['code'].index('2BE3CA4'))
g, sub = tuple(g.decompose())
assert g.vcount() == 6282 and sub.vcount() == 14
g.delete_vertices(g.vs['code'].index('0EEB21C'))
g, sub = tuple(g.decompose())
assert g.vcount() == 6267 and sub.vcount() == 14
g.delete_vertices(g.vs['code'].index('0EE88DC'))
g, sub = tuple(g.decompose())
assert g.vcount() == 6252 and sub.vcount() == 14
g.delete_vertices(g.vs['code'].index('0BE8C9C'))
g, sub_1, sub_2 = tuple(g.decompose())
assert g.vcount() == 6085 and sub_1.vcount() == 164 and sub_2.vcount() == 2
g.delete_vertices(g.vs['code'].index('0AF0A7C'))
g, sub = tuple(g.decompose())
assert g.vcount() == 6071 and sub.vcount() == 13
g.delete_vertices(g.vs['code'].index('0B24BBC'))
g, sub = tuple(g.decompose())
assert g.vcount() == 6057 and sub.vcount() == 13
g.delete_vertices(g.vs['code'].index('0BA7B0C'))
g, sub = tuple(g.decompose())
assert g.vcount() == 6043 and sub.vcount() == 13
g.delete_vertices(g.vs['code'].index('0AACCF4'))
g, sub_1, sub_2, sub_3 = tuple(g.decompose())
assert g.vcount() == 6002 and sub_1.vcount() == 1 and sub_2.vcount() == 2 and sub_3.vcount() == 37
g.delete_vertices(g.vs['code'].index('0A06EFC'))
g, sub_1, sub_2 = tuple(g.decompose())
assert g.vcount() == 5976 and sub_1.vcount() == 24 and sub_2.vcount() == 1
g.delete_vertices(g.vs['code'].index('1A2B3F4'))
g, sub = tuple(g.decompose())
assert g.vcount() == 5953 and sub.vcount() == 22
g.delete_vertices(g.vs['code'].index('022EEF4'))
g, sub = tuple(g.decompose())
assert g.vcount() == 5932 and sub.vcount() == 20
g.delete_vertices(g.vs['code'].index('1BCE8B4'))
g, sub_1, sub_2 = tuple(g.decompose())
assert g.vcount() == 5757 and sub_1.vcount() == 173 and sub_2.vcount() == 1
g.delete_vertices(g.vs['code'].index('122BBDC'))
g, sub = tuple(g.decompose())
assert g.vcount() == 5697 and sub.vcount() == 59
g.delete_vertices(g.vs['code'].index('1A8F3B4'))
g, sub = tuple(g.decompose())
assert g.vcount() == 5659 and sub.vcount() == 37
g.delete_vertices(g.vs['code'].index('1BCA8F4'))
g, sub_1, sub_2 = tuple(g.decompose())
assert g.vcount() == 5624 and sub_1.vcount() == 19 and sub_2.vcount() == 15
g.delete_vertices(g.vs['code'].index('0B9AFC0'))
g, sub_1, sub_2 = tuple(g.decompose())
assert g.vcount() == 5602 and sub_1.vcount() == 19 and sub_2.vcount() == 2
g.delete_vertices(g.vs['code'].index('1BF2AC4'))
g, sub = tuple(g.decompose())
assert g.vcount() == 5574 and sub.vcount() == 27
g.delete_vertices(g.vs['code'].index('8BAC87C'))
g, sub = tuple(g.decompose())
assert g.vcount() == 5561 and sub.vcount() == 12
g.delete_vertices(g.vs['code'].index('8B0EB9C'))
g, sub = tuple(g.decompose())
assert g.vcount() == 5548 and sub.vcount() == 12
g.delete_vertices(g.vs['code'].index('6C3FAA4'))
g, sub = tuple(g.decompose())
assert g.vcount() == 5535 and sub.vcount() == 12
g.delete_vertices(g.vs['code'].index('68F3AE4'))
g, sub_1, sub_2 = tuple(g.decompose())
assert g.vcount() == 5520 and sub_1.vcount() == 12 and sub_2.vcount() == 2
g.delete_vertices(g.vs['code'].index('0BABF40'))
g, sub_1, sub_2 = tuple(g.decompose())
assert g.vcount() == 5505 and sub_1.vcount() == 12 and sub_2.vcount() == 2
g.delete_vertices(g.vs['code'].index('1ABE3C4'))
g, sub = tuple(g.decompose())
assert g.vcount() == 5492 and sub.vcount() == 12
g.delete_vertices(g.vs['code'].index('2BA33B4'))
g, sub = tuple(g.decompose())
assert g.vcount() == 5479 and sub.vcount() == 12
g.delete_vertices(g.vs['code'].index('2FAE8C4'))
g, sub = tuple(g.decompose())
assert g.vcount() == 5412 and sub.vcount() == 66
g.delete_vertices(g.vs['code'].index('8BAE07C'))
g, sub = tuple(g.decompose())
assert g.vcount() == 5381 and sub.vcount() == 30
g.delete_vertices(g.vs['code'].index('8BAF21C'))
g, sub_1, sub_2 = tuple(g.decompose())
assert g.vcount() == 5365 and sub_1.vcount() == 14 and sub_2.vcount() == 1
g.delete_vertices(g.vs['code'].index('8BEEB40'))
g, sub = tuple(g.decompose())
assert g.vcount() == 5317 and sub.vcount() == 47
g.delete_vertices(g.vs['code'].index('2BEB8C4'))
g, sub = tuple(g.decompose())
assert g.vcount() == 5304 and sub.vcount() == 12
g.delete_vertices(g.vs['code'].index('2A3B3B4'))
g, sub = tuple(g.decompose())
assert g.vcount() == 5287 and sub.vcount() == 16
g.write_graphml('main.graphml')
g.write_pickle('main.pkl')
print(g.vcount(), sub.vcount())
# ret = g.decompose()
# print(len(ret))
points = g.articulation_points()
print(len(points))
result = []
for point in points:
tmp = g.copy()
tmp.delete_vertices(point)
sub_g = tmp.decompose()
# if 11 in [x.vcount() for x in sub_g]:
# print(g.vs[point])
result.extend([x.vcount() for x in sub_g])
print(sorted(set(result)))
# print(point, [x.vcount() for x in sub_g], g.vs[point])
if __name__ == '__main__':
# ig.plot(g, 'demo.png', bbox=(800, 800), vertex_size=5)
# stage_1, part_1 = build_stage_1(load_graph('stage_0'))
# save_graph('stage_1', stage_1)
# save_graph('part_1', part_1)
demo(load_graph('DAA7F30'))
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