Mercurial > repos > shellac > sam_consensus_v3
annotate env/lib/python3.9/site-packages/networkx/algorithms/community/tests/test_asyn_fluid.py @ 0:4f3585e2f14b draft default tip
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author | shellac |
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date | Mon, 22 Mar 2021 18:12:50 +0000 |
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1 import pytest |
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2 from networkx import Graph, NetworkXError |
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3 from networkx.algorithms.community.asyn_fluid import asyn_fluidc |
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4 |
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5 |
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6 def test_exceptions(): |
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7 test = Graph() |
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8 test.add_node("a") |
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9 pytest.raises(NetworkXError, asyn_fluidc, test, "hi") |
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10 pytest.raises(NetworkXError, asyn_fluidc, test, -1) |
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11 pytest.raises(NetworkXError, asyn_fluidc, test, 3) |
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12 test.add_node("b") |
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13 pytest.raises(NetworkXError, asyn_fluidc, test, 1) |
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14 |
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15 |
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16 def test_single_node(): |
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17 test = Graph() |
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18 |
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19 test.add_node("a") |
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20 |
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21 # ground truth |
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22 ground_truth = {frozenset(["a"])} |
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23 |
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24 communities = asyn_fluidc(test, 1) |
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25 result = {frozenset(c) for c in communities} |
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26 assert result == ground_truth |
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27 |
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28 |
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29 def test_two_nodes(): |
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30 test = Graph() |
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31 |
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32 test.add_edge("a", "b") |
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33 |
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34 # ground truth |
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35 ground_truth = {frozenset(["a"]), frozenset(["b"])} |
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36 |
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37 communities = asyn_fluidc(test, 2) |
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38 result = {frozenset(c) for c in communities} |
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39 assert result == ground_truth |
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40 |
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41 |
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42 def test_two_clique_communities(): |
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43 test = Graph() |
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44 |
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45 # c1 |
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46 test.add_edge("a", "b") |
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47 test.add_edge("a", "c") |
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48 test.add_edge("b", "c") |
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49 |
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50 # connection |
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51 test.add_edge("c", "d") |
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52 |
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53 # c2 |
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54 test.add_edge("d", "e") |
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55 test.add_edge("d", "f") |
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56 test.add_edge("f", "e") |
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57 |
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58 # ground truth |
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59 ground_truth = {frozenset(["a", "c", "b"]), frozenset(["e", "d", "f"])} |
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60 |
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61 communities = asyn_fluidc(test, 2, seed=7) |
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62 result = {frozenset(c) for c in communities} |
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63 assert result == ground_truth |
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64 |
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65 |
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66 def test_five_clique_ring(): |
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67 test = Graph() |
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68 |
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69 # c1 |
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70 test.add_edge("1a", "1b") |
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71 test.add_edge("1a", "1c") |
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72 test.add_edge("1a", "1d") |
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73 test.add_edge("1b", "1c") |
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74 test.add_edge("1b", "1d") |
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75 test.add_edge("1c", "1d") |
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76 |
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77 # c2 |
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78 test.add_edge("2a", "2b") |
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79 test.add_edge("2a", "2c") |
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80 test.add_edge("2a", "2d") |
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81 test.add_edge("2b", "2c") |
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82 test.add_edge("2b", "2d") |
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83 test.add_edge("2c", "2d") |
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84 |
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85 # c3 |
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86 test.add_edge("3a", "3b") |
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87 test.add_edge("3a", "3c") |
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88 test.add_edge("3a", "3d") |
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89 test.add_edge("3b", "3c") |
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90 test.add_edge("3b", "3d") |
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91 test.add_edge("3c", "3d") |
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92 |
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93 # c4 |
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94 test.add_edge("4a", "4b") |
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95 test.add_edge("4a", "4c") |
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96 test.add_edge("4a", "4d") |
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97 test.add_edge("4b", "4c") |
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98 test.add_edge("4b", "4d") |
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99 test.add_edge("4c", "4d") |
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100 |
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101 # c5 |
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102 test.add_edge("5a", "5b") |
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103 test.add_edge("5a", "5c") |
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104 test.add_edge("5a", "5d") |
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105 test.add_edge("5b", "5c") |
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106 test.add_edge("5b", "5d") |
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107 test.add_edge("5c", "5d") |
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108 |
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109 # connections |
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110 test.add_edge("1a", "2c") |
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111 test.add_edge("2a", "3c") |
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112 test.add_edge("3a", "4c") |
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113 test.add_edge("4a", "5c") |
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114 test.add_edge("5a", "1c") |
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115 |
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116 # ground truth |
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117 ground_truth = { |
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118 frozenset(["1a", "1b", "1c", "1d"]), |
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119 frozenset(["2a", "2b", "2c", "2d"]), |
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120 frozenset(["3a", "3b", "3c", "3d"]), |
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121 frozenset(["4a", "4b", "4c", "4d"]), |
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122 frozenset(["5a", "5b", "5c", "5d"]), |
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123 } |
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124 |
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125 communities = asyn_fluidc(test, 5, seed=9) |
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126 result = {frozenset(c) for c in communities} |
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127 assert result == ground_truth |