guohanghui/graph-theory

1from examples.graphs import london_underground2from graph import Graph3 4 5def graph01():6    """7    :return: Graph.8    """9    d = {1: {2: 10, 3: 5},10         2: {4: 1, 3: 2},11         3: {2: 3, 4: 9, 5: 2},12         4: {5: 4},13         5: {1: 7, 4: 6}}14    return Graph(from_dict=d)15 16 17def test_graph01():18    assert isinstance(graph01(), Graph)19 20 21def graph02():22    """23        [1]+--->[3]+-->[5]+--->[6]         [7] (isolated node)24                        ^       ^25           +------------+       |26           |27        [2]+--->[4]+----------> +28        """29    g = Graph(from_list=[30        (1, 3, 1),31        (2, 4, 1),32        (2, 5, 1),33        (3, 5, 1),34        (4, 6, 1),35        (5, 6, 1),36    ])37    g.add_node(7)38    return g39 40 41def test_graph02():42    assert isinstance(graph02(), Graph)43 44 45def graph3x3():46    """47    1 -> 2 -> 348    |    |    |49    v    v    v50    4 -> 5 -> 651    |    |    |52    v    v    v53    7 -> 8 -> 954 55    :return:56    """57    d = {1: {2: 1, 4: 1},58         2: {3: 1, 5: 1},59         3: {6: 1},60         4: {5: 1, 7: 1},61         5: {6: 1, 8: 1},62         6: {9: 1},63         7: {8: 1},64         8: {9: 1}65         }66    return Graph(from_dict=d)67 68 69def test_graph3x3():70    assert isinstance(graph3x3(), Graph)71 72 73def graph4x4():74    """75    1 -> 2 -> 3 -> 476    |    |    |    |77    v    v    v    v78    5 -> 6 -> 7 -> 879    |    |    |    |80    v    v    v    v81    9 -> 10-> 11-> 1282    |    |    |    |83    v    v    v    v84    13-> 14-> 15-> 1685    """86    edges = [87        (1, 2, 1), (2, 3, 1), (3, 4, 1), (1, 5, 1),88        (5, 6, 1), (6, 7, 1), (7, 8, 1), (2, 6, 1),89        (3, 7, 1), (4, 8, 1), (5, 9, 1), (9, 10, 1),90        (10, 11, 1), (11, 12, 1), (6, 10, 1), (7, 11, 1),91        (8, 12, 1), (9, 13, 1), (13, 14, 1), (14, 15, 1),92        (15, 16, 1), (10, 14, 1), (11, 15, 1), (12, 16, 1)93    ]94    g = Graph()95    for s, e, d in edges:96        g.add_edge(s, e, d, bidirectional=True)97    return g98 99 100def test_graph4x4():101    assert isinstance(graph4x4(), Graph)102 103 104def graph5x5():105    edges = [106          (1, 2),   (2, 3),   (3, 4),    (4, 5),107          (1, 6),   (2, 7),   (3, 8),    (4, 9), (5, 10),108          (6, 7),   (7, 8),   (8, 9),   (9, 10),109         (6, 11),  (7, 12),  (8, 13),  (9, 14), (10, 15),110        (11, 12), (12, 13), (13, 14), (14, 15),111        (11, 16), (12, 17), (13, 18), (14, 19), (15, 20),112        (16, 17), (17, 18), (18, 19), (19, 20),113        (16, 21), (17, 22), (18, 23), (19, 24), (20, 25),114        (21, 22), (22, 23), (23, 24), (24, 25)115    ]116    g = Graph()117    for s, e in edges:118        g.add_edge(s, e, 1, bidirectional=True)119    return g120 121 122def test_graph5x5():123    assert isinstance(graph5x5(), Graph)124 125 126def graph03():127    d = {1: {2: 1, 3: 9, 4: 4, 5: 13, 6: 20},128         2: {1: 7, 3: 7, 4: 2, 5: 11, 6: 18},129         3: {8: 20, 4: 4, 5: 4, 6: 16, 7: 16},130         4: {8: 15, 3: 4, 5: 9, 6: 11, 7: 21},131         5: {8: 11, 6: 2, 7: 17},132         6: {8: 9, 7: 5},133         7: {8: 3},134         8: {7: 5}}135    return Graph(from_dict=d)136 137 138def test_graph03():139    assert isinstance(graph03(), Graph)140 141 142def graph04():143    d = {1: {2: 1, 3: 9, 4: 4, 5: 11, 6: 17},144         2: {1: 7, 3: 7, 4: 2, 5: 9, 6: 15},145         3: {8: 17, 4: 4, 5: 4, 6: 14, 7: 13},146         4: {8: 12, 3: 4, 5: 9, 6: 9, 7: 18},147         5: {8: 9, 6: 2, 7: 15},148         6: {8: 9, 7: 5},149         7: {8: 3},150         8: {7: 5}}151    return Graph(from_dict=d)152 153 154def test_graph04():155    assert isinstance(graph04(), Graph)156 157 158def graph05():159    """160    0 ---- 1 ---- 5161     +      +---- 6 ---- 7162      +            +     |163       +            +---- 8164        +165         +- 2 ---- 3 ---- 9166             +      +     |167              4      +---10168    """169    links = [170        (0, 1, 1),171        (0, 2, 1),172        (1, 5, 1),173        (1, 6, 1),174        (2, 3, 1),175        (2, 4, 1),176        (3, 9, 1),177        (3, 10, 1),178        (9, 10, 1),179        (6, 7, 1),180        (6, 8, 1),181        (7, 8, 1),182        (0, 1, 1),183        (0, 1, 1),184        (0, 1, 1),185    ]186    return Graph(from_list=links)187 188 189def test_graph05():190    assert isinstance(graph05(), Graph)191 192 193def graph_cycle_5():194    """ cycle of 5 nodes """195    links = [196        (1, 2, 1),197        (2, 3, 1),198        (3, 4, 1),199        (4, 5, 1),200        (5, 1, 1),201    ]202    links.extend([(n2, n1, d) for n1, n2, d in links])203    return Graph(from_list=links)204 205 206def test_graph_cycle_5():207    graph_cycle_5()208 209 210def graph_cycle_6():211    """212    cycle of 6 nodes213    """214    links = [215        (1, 2, 1),216        (2, 3, 1),217        (3, 4, 1),218        (4, 5, 1),219        (5, 6, 1),220        (6, 1, 1),221    ]222    links.extend([(n2, n1, d) for n1, n2, d in links])223    return Graph(from_list=links)224 225 226def graph_cycle_6():227    """228    cycle of 6 nodes229    """230    links = [231        (1, 2, 1),232        (2, 3, 1),233        (3, 4, 1),234        (4, 5, 1),235        (5, 6, 1),236        (6, 1, 1),237    ]238    links.extend([(n2, n1, d) for n1, n2, d in links])239    return Graph(from_list=links)240 241 242 243def fully_connected_4():244    """245    fully connected graph with 4 nodes.246    """247    L = [248        (0, 3, 1), (0, 2, 1), (0, 1, 1), (3, 2, 1), (3, 1, 1), (3, 0, 1),249        (2, 3, 1), (2, 1, 1), (2, 0, 1), (1, 0, 1), (1, 2, 1), (1, 3, 1),250        (0,), (1,), (2,), (3,)251    ]252    g = Graph(from_list=L)253    return g254 255 256def test_fully_connected_4():257    assert isinstance(fully_connected_4(), Graph)258 259 260def fully_connected_4_diff_length():261    """262    fully connected graph with 4 nodes where lengths increment.263 264    This graph is good for TSP because greedy algorithms get it wrong every time, 265    because they can' include the return distance.266    """267    L = [268        (0, 3, 1), (0, 2, 2), (0, 1, 3), (3, 2, 4), (3, 1, 5), (3, 0, 6),269        (2, 3, 7), (2, 1, 8), (2, 0, 9), (1, 0, 10), (1, 2, 11), (1, 3, 12),270        (0,), (1,), (2,), (3,)271    ]272    g = Graph(from_list=L)273    return g274 275def test_fully_connected_4_diff_length():276    assert isinstance(fully_connected_4_diff_length(), Graph)277 278 279def small_project_for_critical_path_method():280    """  F ----------+-G----+281            |            |      |282        A --+---B-----C--+-D----+---E283            |                   |284            H-------------------+285 286        https://en.wikipedia.org/wiki/Critical_path_method#/media/File:Activity-on-node-v3.svg287        """288    tasks = {'A': 10, 'B': 20, 'C': 5, 'D': 10, 'E': 20, 'F': 15, 'G': 5, 'H': 15}289    dependencies = [290        ('A', 'B'),291        ('B', 'C'),292        ('C', 'D'),293        ('D', 'E'),294        ('A', 'F'),295        ('F', 'G'),296        ('G', 'E'),297        ('A', 'H'),298        ('H', 'E'),299    ]300 301    g = Graph()302    for n, d in tasks.items():303        g.add_node(n, obj=d)304    for n1, n2 in dependencies:305        g.add_edge(n1, n2, 0)306    return g307 308 309def test_small_critical_path():310    assert isinstance(small_project_for_critical_path_method(), Graph)311 312 313def mountain_river_map():314    """ Detailed mountain river map. Contributed by Harry Darby & Hartmut Mause """315    # fmt:off316    L = [(0,), (0, 164, 1), (1,), (1, 235, 1), (2,), (2, 1, 1), (3,), (3, 196, 1), (4,), (4, 3, 1), (5,), (5, 225, 1), (6,), (6, 5, 1), (7,), (7, 5, 1), (8,), (8, 211, 1), (9,), (9, 8, 1), (10,), (10, 144, 1), (11,), (11, 10, 1), (12,), (12, 234, 1), (13,), (13, 12, 1), (14,), (14, 172, 1), (15,), (15, 14, 1), (16,), (16, 14, 1), (17,), (17, 184, 1), (18,), (18, 17, 1), (19,), (19, 226, 1), (20,), (20, 19, 1), (21,), (21, 14, 1), (22,), (22, 222, 1), (23,), (23, 22, 1), (24,), (24, 240, 1), (25,), (25, 24, 1), (26,), (26, 241, 1), (27,), (27, 26, 1), (28,), (28, 71, 1), (29,), (29, 28, 1), (30,), (30, 28, 1), (31,), (31, 198, 1), (32,), (32, 31, 1), (33,), (33, 67, 1), (34,), (34, 33, 1), (35,), (35, 247, 1), (36,), (36, 35, 1), (37,), (37, 194, 1), (38,), (38, 37, 1), (39,), (39, 193, 1), (40,), (40, 39, 1), (41,), (41, 39, 1), (42,), (42, 39, 1), (43,), (43, 230, 1), (44,), (44, 43, 1), (45,), (45, 233, 1), (46,), (46, 45, 1), (47,), (47, 238, 1), (48,), (48, 47, 1), (49,), (49, 47, 1), (50,), (50, 215, 1), (51,), (51, 50, 1), (52,), (52, 166, 1), (53,), (53, 52, 1), (54,), (54, 170, 1), (55,), (55, 54, 1), (56,), (56, 231, 1), (57,), (57, 56, 1), (58,), (58, 56, 1), (59,), (59, 206, 1), (60,), (60, 59, 1), (61,), (61, 188, 1), (62,), (62, 61, 1), (63,), (63, 56, 1), (64,), (64, 229, 1), (65,), (65, 64, 1), (66,), (66, 223, 1), (67,), (67, 40, 1), (68,), (68, 2, 1), (68, 4, 1), (69,), (69, 66, 1), (70,), (70, 74, 1), (71,), (71, 65, 1), (72,), (72, 76, 1), (73,), (73, 66, 1), (74,), (74, 244, 1), (75,), (75, 78, 1), (76,), (76, 221, 1), (77,), (77, 66, 1), (78,), (78, 202, 1), (79,), (79, 85, 1), (80,), (80, 81, 1), (81,), (81, 204, 1), (82,), (82, 86, 1), (83,), (83, 66, 1), (84,), (84, 87, 1), (85,), (85, 220, 1), (86,), (86, 250, 1), (87,), (87, 248, 1), (88,), (88, 89, 1), (89,), (89, 251, 1), (90,), (90, 91, 1), (91,), (91, 186, 1), (92,), (92, 95, 1), (93,), (93, 94, 1), (94,), (94, 175, 1), (95,), (95, 180, 1), (96,), (96, 97, 1), (97,), (97, 209, 1), (98,), (98, 100, 1), (99,), (99, 102, 1), (100,), (100, 227, 1), (101,), (101, 106, 1), (102,), (102, 185, 1), (103,), (103, 107, 1), (104,), (104, 106, 1), (105,), (105, 109, 1), (106,), (106, 181, 1), (107,), (107, 135, 1), (108,), (108, 112, 1), (109,), (109, 224, 1), (110,), (110, 113, 1), (111,), (111, 47, 1), (112,), (112, 236, 1), (113,), (113, 190, 1), (114,), (114, 117, 1), (115,), (115, 116, 1), (116,), (116, 218, 1), (117,), (117, 183, 1), (118,), (118, 117, 1), (119,), (119, 120, 1), (120,), (120, 201, 1), (121,), (121, 122, 1), (122,), (122, 243, 1), (123,), (123, 127, 1), (124,), (124, 125, 1), (125,), (125, 197, 1), (126,), (126, 129, 1), (127,), (127, 217, 1), (128,), (128, 125, 1), (129,), (129, 68, 1), (130,), (130, 132, 1), (131,), (131, 136, 1), (132,), (132, 216, 1), (133,), (133, 117, 1), (134,), (134, 138, 1), (135,), (135, 46, 1), (135, 105, 1), (136,), (136, 173, 1), (137,), (137, 117, 1), (138,), (138, 191, 1), (139,), (139, 117, 1), (140,), (140, 141, 1), (141,), (141, 213, 1), (142,), (142, 141, 1), (143,), (143, 147, 1), (144,), (144, 15, 1), (145,), (145, 152, 1), (146,), (146, 154, 1), (146, 167, 1), (147,), (147, 141, 1), (148,), (148, 155, 1), (149,), (149, 141, 1), (150,), (150, 141, 1), (151,), (151, 141, 1), (152,), (152, 242, 1), (153,), (153, 157, 1), (154,), (154, 228, 1), (155,), (155, 195, 1), (156,), (156, 162, 1), (156, 163, 1), (157,), (157, 249, 1), (158,), (158, 159, 1), (159,), (159, 189, 1), (160,), (160, 161, 1), (161,), (161, 228, 1), (162,), (162, 0, 1), (163,), (163, 245, 1), (164,), (164, 165, 1), (165,), (165, 187, 1), (166,), (166, 57, 1), (167,), (167, 200, 1), (168,), (168, 214, 1), (169,), (169, 205, 1), (170,), (170, 60, 1), (170, 62, 1), (171,), (171, 177, 1), (172,), (172, 23, 1), (173,), (173, 137, 1), (174,), (174, 210, 1), (175,), (175, 44, 1), (175, 103, 1), (176,), (176, 118, 1), (177,), (177, 252, 1), (178,), (178, 179, 1), (179,), (179, 239, 1), (180,), (180, 96, 1), (181,), (181, 93, 1), (182,), (183,), (183, 146, 1), (184,), (184, 9, 1), (184, 20, 1), (185,), (185, 104, 1), (186,), (186, 134, 1), (186, 171, 1), (187,), (187, 169, 1), (188,), (188, 63, 1), (189,), (189, 160, 1), (190,), (190, 115, 1), (191,), (191, 139, 1), (192,), (193,), (193, 70, 1), (194,), (194, 42, 1), (195,), (195, 121, 1), (195, 123, 1), (196,), (196, 7, 1), (197,), (197, 126, 1), (198,), (198, 36, 1), (198, 38, 1), (199,), (199, 151, 1), (200,), (201,), (201, 148, 1), (202,), (202, 79, 1), (202, 82, 1), (203,), (203, 149, 1), (204,), (204, 83, 1), (205,), (205, 245, 1), (206,), (206, 58, 1), (207,), (207, 246, 1), (208,), (208, 207, 1), (209,), (209, 98, 1), (209, 99, 1), (210,), (210, 200, 1), (211,), (211, 11, 1), (211, 13, 1), (212,), (212, 142, 1), (213,), (213, 145, 1), (214,), (214, 176, 1), (215,), (215, 72, 1), (215, 75, 1), (216,), (216, 133, 1), (217,), (217, 128, 1), (218,), (218, 88, 1), (218, 168, 1), (219,), (219, 140, 1), (220,), (220, 77, 1), (221,), (221, 69, 1), (222,), (222, 25, 1), (222, 27, 1), (223,), (223, 92, 1), (224,), (224, 111, 1), (225,), (225, 18, 1), (226,), (226, 21, 1), (227,), (227, 101, 1), (228,), (228, 156, 1), (229,), (229, 32, 1), (229, 34, 1), (230,), (230, 48, 1), (231,), (231, 51, 1), (232,), (232, 119, 1), (233,), (233, 49, 1), (234,), (234, 16, 1), (235,), (235, 6, 1), (236,), (236, 90, 1), (236, 110, 1), (237,), (237, 150, 1), (238,), (238, 108, 1), (239,), (239, 130, 1), (239, 131, 1), (240,), (240, 29, 1), (241,), (241, 30, 1), (242,), (242, 153, 1), (243,), (243, 124, 1), (244,), (244, 53, 1), (244, 55, 1), (245,), (245, 208, 1), (246,), (246, 174, 1), (247,), (247, 41, 1), (248,), (248, 73, 1), (249,), (249, 158, 1), (250,), (250, 80, 1), (250, 84, 1), (251,), (251, 114, 1), (252,), (252, 178, 1)]317    # fmt:on318    g = Graph(from_list=L)319    return g320 321 322def test_mountain_river_map():323    assert isinstance(mountain_river_map(), Graph)324 325 326def test_london_underground():327    assert isinstance(london_underground(), Graph)328 329 330def munich_firebrigade_centre():331    """ Contributed by Ross Blandford"""332    # fmt:off333    g = Graph(from_list=334        [[997, 1038, 1], [1038, 1039, 1], [165, 561, 1], [165, 142, 1], [165, 346, 1], [561, 562, 1], [142, 143, 1], [1043, 962, 1], [1043, 968, 1], [1043, 960, 1], [1043, 956, 1], [1043, 964, 1], [1043, 970, 1], [1043, 966, 1], [1043, 954, 1], [1043, 958, 1], [1043, 952, 1], [962, 963, 1], [1041, 946, 1], [1041, 932, 1], [1041, 948, 1], [1041, 942, 1], [1041, 940, 1], [1041, 950, 1], [1041, 934, 1], [1041, 938, 1], [1041, 944, 1], [1041, 936, 1], [946, 947, 1], [9464, 1026, 1], [9464, 4684, 1], [9464, 4685, 1], [9464, 4686, 1], [9464, 4687, 1], [9464, 4688, 1], [9464, 4689, 1], [9464, 4690, 1], [9464, 4691, 1], [9464, 4692, 1], [9464, 4693, 1], [9464, 4694, 1], [9464, 4695, 1], [9464, 4696, 1], [9464, 4697, 1], [9464, 4698, 1], [9464, 4699, 1], [9464, 4700, 1], [9464, 4701, 1], [9464, 4702, 1], [9464, 4703, 1], [9464, 4704, 1], [9464, 4705, 1], [9464, 4706, 1], [9464, 4707, 1], [9464, 4708, 1], [9464, 4709, 1], [9464, 4710, 1], [9464, 4711, 1], [9464, 4712, 1], [9464, 4713, 1], [9464, 4714, 1], [9464, 4715, 1], [9464, 4716, 1], [9464, 4717, 1], [9464, 4718, 1], [9464, 4719, 1], [9464, 4720, 1], [9464, 4721, 1], [9464, 4722, 1], [9464, 4723, 1], [9464, 4724, 1], [9464, 4725, 1], [9464, 4726, 1], [9464, 4727, 1], [9464, 4728, 1], [9464, 4729, 1], [9464, 4730, 1], [9464, 4731, 1], [9464, 4732, 1], [9464, 4733, 1], [9464, 4734, 1], [9464, 4735, 1], [9464, 4736, 1], [9464, 4737, 1], [9464, 4738, 1], [9464, 4739, 1], [9464, 4740, 1], [9464, 4741, 1], [9464, 4742, 1], [9464, 4743, 1], [9464, 4744, 1], [9464, 4745, 1], [9464, 4746, 1], [9464, 4747, 1], [9464, 4748, 1], [9464, 4749, 1], [9464, 4750, 1], [9464, 4751, 1], [9464, 4752, 1], [9464, 4753, 1], [9464, 4754, 1], [9464, 4755, 1], [9464, 4756, 1], [9464, 4757, 1], [9464, 4758, 1], [9464, 4759, 1], [9464, 4760, 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1], [9432, 9454, 1], [9433, 9454, 1], [9434, 9454, 1], [9435, 9454, 1], [9436, 9454, 1], [9437, 9454, 1], [9438, 9454, 1], [9439, 9454, 1], [9440, 9454, 1], [9441, 9454, 1], [9442, 9454, 1], [9443, 9454, 1]]335    )336    # fmt: on337    return g338 339 340def test_munich_firebrigade_hq():341    assert isinstance(munich_firebrigade_centre(), Graph)342 343 344def sycamore():345    # fmt: off346    d = { "4fa1538b-f157-4d12-ab7e-0d6dd4905e6c": {2: 1}, "5de15c0d-69e3-4374-810f-12867ae70c27": {}, "a9a6df58-e5ec-4d2a-9892-95b0810a25ee": {4: 1}, "19b9ff27-b3ce-444a-89f7-01c64b6b8524": {6: 1}, "c7df5d31-a64a-4af8-998a-12f7bc41a041": {8: 1}, "4f9f6ca5-5546-4890-95e4-131c46aeb74e": {10: 1}, "27b9a829-f635-4995-ace8-b75a39586305": {12: 1}, "0090e8c8-55c4-46f5-b968-da13711b4a90": {14: 1}, "7b30c921-026b-48b0-99aa-9afc9c384a00": {16: 1}, "28eb48d9-d0f7-44d8-b752-024bb140a6f9": {18: 1, 22: 1}, "ed8585d5-7d6e-4d3f-9059-5a66b37a8967": {20: 1}, "67f867e9-ef62-4e60-b798-839a61d12cb8": {23: 1}, "3bc931de-805b-4f85-9469-4b9bc6ff4f56": {25: 1}, "8a91d6d4-2c88-492b-89f9-ea0215c378e8": {27: 1}, "a22d96ba-7206-4956-a201-a91aa207ec0e": {29: 1, 31: 1}, "f5051351-3450-4151-ac73-cc3b26fe016e": {33: 1}, "876af6fd-fa86-40de-b82c-13dacc1696e9": {34: 1}, "5176a34d-9834-4dd6-8d23-614491f7600c": {36: 1}, "ffd86852-1220-457e-9798-8908c02d67e6": {38: 1, 40: 1}, "931783f4-da11-43f2-9157-4e129ce55616": {42: 1}, "621cce8b-9df7-476a-9d98-646ab249b68d": {43: 1}, "814413e5-279b-49a5-9064-30d53a3f1187": {45: 1}, "b1f70911-1899-4d73-8cd3-b1a6ce120f74": {47: 1, 49: 1}, "3be2b316-4eee-4861-b44d-c4ba9bec509d": {52: 1}, "7e9ed721-22a4-4a15-90a6-92e0e33ef1e3": {51: 1}, "a41be6a4-6fad-4c10-bca4-43c7a681f8ee": {54: 1}, "57eb3996-7461-419d-87b1-68a4ef39dcdd": {56: 1, 58: 1}, "c8feb0ef-4a20-4d0e-9507-532769e185e1": {61: 1}, "71c15711-788e-4c2f-a4ed-be6d1687f080": {60: 1}, "ce03ddae-4c46-4b3e-a244-5807e8be5530": {63: 1}, "bc68460d-2e03-450e-bac7-077954c43399": {65: 1, 68: 1}, 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1}, 589: {"36459016-a15c-40a7-9254-91ede6ad37e7": 1}, 592: {591: 1}, 591: {"7359ee75-84b8-4d58-aaa1-e55cdf40ed7f": 1}, 593: {591: 1}, 595: {594: 1}, 594: {"451641b0-cc93-4123-81bd-a593fa247ea2": 1}, 597: {596: 1}, 596: {"dc7fdbcb-72b3-4234-87e8-05d11d23361f": 1}, 599: {598: 1}, 598: {"8d965027-56b0-4b5b-bb38-05f2f2a3aa04": 1}, 600: {598: 1}, 602: {601: 1}, 601: {"944c3092-59b2-4200-a5ba-95532552d586": 1}, 604: {603: 1}, 603: {"aeb45d19-df6e-4aaa-a167-74593165f148": 1}, 606: {605: 1}, 605: {"9dbae020-55fd-4511-bb9f-23f0336e98b5": 1}, 607: {605: 1}, 609: {608: 1}, 608: {"fe42900d-e6fc-4c74-bf92-ecf398298382": 1}, 611: {610: 1}, 610: {"c315e557-0b4d-4007-8061-188b7add29cb": 1}, 613: {612: 1}, 612: {"a1c7d287-6ef2-495d-97d0-8e72a2165969": 1}, 614: {612: 1}, 616: {615: 1}, 615: {"f94b659f-8101-4724-997f-4e4acb67b633": 1}, 618: {617: 1}, 617: {"1a3c21a3-1ee7-49d7-82a0-53bf32562166": 1}, 620: {619: 1}, 619: {"e1e8456f-8b2e-4c78-a786-e4578997baaa": 1}, 622: {621: 1}, 621: {"0554f77f-db14-4d2d-ab99-922b0a7c024d": 1}, 624: {623: 1}, 623: {"0dc2b623-ec68-4fc8-80f3-87d8211915f8": 1}, 626: {625: 1}, 625: {"0e6bb5aa-6fa7-4ef3-a64a-14be7f8be1c1": 1}, 628: {627: 1}, 627: {"80a07ddf-cb7d-4124-adbc-84e9b4a8ed37": 1}, 630: {629: 1}, 629: {"8990b23c-c166-4ae1-9e00-167683bdb6df": 1}, 632: {631: 1}, 631: {"dee8c4a6-0fca-4087-8565-7ac67a7372f7": 1}, 634: {633: 1}, 633: {"6d2eeea2-39d7-480e-8bd4-35599cf5fb17": 1}, 636: {635: 1}, 635: {"49b3ffc8-5be7-4962-b782-c1f7bebea37c": 1}, 638: {637: 1}, 637: {"47874393-18d6-48e9-8090-f5160ea460bb": 1}, 640: {639: 1}, 639: {"1c154be0-8314-497c-b2c7-ee09a6f7b47c": 1}, 642: {641: 1}, 641: {"ce36a590-d9d7-4921-b4ee-ae271fcbd579": 1}, 644: {643: 1}, 643: {"f2b8e1c3-05ce-43f2-82ee-44121803d3dc": 1}, 645: {643: 1}, 646: {643: 1}, 647: {643: 1}, 648: {643: 1}, 650: {649: 1}, 649: {"15bf5661-0bec-48d8-bb0f-83e551e1e0a9": 1}, 652: {651: 1}, 651: {"b2ae7ffe-8565-4f0a-bc6a-d79924f4b130": 1}, 654: {653: 1}, 653: {"3e391d20-e4a9-4db1-a10e-a9c16101c883": 1}, 656: {655: 1}, 655: {"eb8b786a-6d0e-44cd-a0fb-2b66c5ba94b2": 1}, 658: {657: 1}, 657: {"191cf3a0-86b1-4fa2-b410-b5bf350c5045": 1}, 660: {659: 1}, 659: {"91e10c8d-110b-4c81-be81-d34f63d4f75a": 1}, 662: {661: 1}, 661: {"5b9c81cc-ff5a-4ba3-afb9-ac02c12f8b52": 1}, 664: {663: 1}, 663: {"5dcf1a64-ae14-444a-9c25-3c0a9a9806d9": 1}, 665: {663: 1}, 666: {663: 1}, 667: {663: 1}, 668: {663: 1}, 670: {669: 1}, 669: {"c7fae59c-ebf1-4ccd-bfc5-2ed48da49834": 1}, 672: {671: 1}, 671: {"b39da577-f07c-48db-b6ee-10afecde4d7a": 1}, 674: {673: 1}, 673: {"a9fb7fc7-549f-414c-af5b-7842998e8b2e": 1}, 676: {675: 1}, 675: {"e4c2277d-9448-4dcb-a7f9-da060ee0516a": 1}, 678: {677: 1}, 677: {"3db0efe1-95e8-4951-b884-f77d63e68d00": 1}, 680: {679: 1}, 679: {"bc239422-7b45-44e4-b00f-398f75a2a52f": 1}, 682: {681: 1}, 681: {"2f6f3214-3b99-4b82-b565-92b481f56a65": 1}, 684: {683: 1}, 683: {"85e3c342-0d86-40f8-9619-badd267879c3": 1}, 686: {685: 1}, 685: {"04f4f557-29c0-416e-9c2e-c20d5631574b": 1}, 688: {687: 1}, 687: {"73359fb0-aead-4daf-93e8-9f284aefb32f": 1}, 690: {689: 1}, 689: {"cf4aa89c-b905-4e13-adba-c0e065022571": 1}, 692: {691: 1}, 691: {"4213325b-b1f3-4a87-9f61-4e1812f806f5": 1}, 693: {691: 1}, 694: {691: 1}, 695: {691: 1}, 696: {691: 1}, 698: {697: 1}, 697: {"45aaa1d9-f759-412d-93ac-c645bc08b4b5": 1}, 700: {699: 1}, 699: {"93c39415-a801-46f6-b734-3004ff610e25": 1}, 702: {701: 1}, 701: {"1e2bae11-f1c8-4654-9f99-92f6788750d7": 1}, 704: {703: 1}, 703: {"271f872d-6071-462b-8cae-c1c413eabd23": 1}, 706: {705: 1}, 705: {"cf8f75f2-c4ca-4228-a210-2a540c899647": 1}, 708: {707: 1}, 707: {"49f3ac6e-dc6e-4962-8a78-b98f25fbcd0e": 1}, 710: {709: 1}, 709: {"15866fa7-ad28-4bda-9fd7-abda612b4095": 1}, 712: {711: 1}, 711: {"43daa433-514a-4812-af5b-e7e23eafc4bd": 1}, 713: {711: 1}, 714: {711: 1}, 715: {711: 1}, 716: {711: 1}, 718: {717: 1}, 717: {"f296c74b-6640-4415-a98a-5c65e9b2cf25": 1}, 719: {717: 1}, 721: {720: 1}, 720: {"20ab2153-21c1-4e47-ada9-4ab1ec51fc3d": 1}, 723: {722: 1}, 722: {"01cf6426-c744-4461-ba2e-3ff44f347a03": 1}, 725: {724: 1}, 724: {"4a654c26-4b50-45bf-a069-5062b494a7d5": 1}, 727: {726: 1}, 726: {"23dd93f3-0c8f-4121-9597-8e96645bcf3e": 1}, 729: {728: 1}, 728: {"0ae33ccd-5165-4886-b0b4-bbeddd38814b": 1}, 731: {730: 1}, 730: {"f0a86225-83f9-4ae2-81f7-6a44d41482dc": 1}, 732: {730: 1}, 733: {730: 1}, 735: {734: 1}, 734: {"c1aa91c7-985a-4d0f-9ee9-463d9ca426d3": 1}, 737: {736: 1}, 736: {"cc8f1a34-d150-45fa-aced-01853a757b1e": 1}, 739: {738: 1}, 738: {"2b4f1a40-b56b-4848-bf82-fd9d5a8b57c2": 1}, 741: {740: 1}, 740: {"cbe422c7-00c5-446b-ba62-ca33190c5653": 1}, 743: {742: 1},352        742: {"06850c10-caf2-4061-a064-0b16186a2c17": 1},745: {744: 1},353        744: {"28c5a495-d3a7-44d8-9170-0afa12275f09": 1},746: {744: 1},354        747: {744: 1},749: {748: 1, 750: 1},355        748: {"1712265e-da7a-47f6-8f61-f6bd8f331237": 1},750: {"2eedf055-b7eb-426f-9d88-f1fbe0d3cdf7": 1},356        752: {751: 1},751: {"140be349-6873-46cd-a802-615775607e00": 1},357    }358    # fmt: on359    g = Graph(from_dict=d)360    return g361 362 363def test_sycamore():364    g = sycamore()365    assert isinstance(g, Graph)