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New translations test_ged_env.py (Chinese Simplified)

l10n_v0.2.x
linlin 4 years ago
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1 changed files with 57 additions and 0 deletions
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      lang/zh/gklearn/tests/ged/test_ged_env.py

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lang/zh/gklearn/tests/ged/test_ged_env.py View File

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"""Tests of GEDEnv.
"""


def test_GEDEnv():
"""Test GEDEnv.
"""
"""**1. Get dataset.**"""

from gklearn.utils import Dataset
# Predefined dataset name, use dataset "MUTAG".
ds_name = 'MUTAG'
# Initialize a Dataset.
dataset = Dataset()
# Load predefined dataset "MUTAG".
dataset.load_predefined_dataset(ds_name)
graph1 = dataset.graphs[0]
graph2 = dataset.graphs[1]
"""**2. Compute graph edit distance.**"""
try:
from gklearn.ged.env import GEDEnv
ged_env = GEDEnv() # initailize GED environment.
ged_env.set_edit_cost('CONSTANT', # GED cost type.
edit_cost_constants=[3, 3, 1, 3, 3, 1] # edit costs.
)
ged_env.add_nx_graph(graph1, '') # add graph1
ged_env.add_nx_graph(graph2, '') # add graph2
listID = ged_env.get_all_graph_ids() # get list IDs of graphs
ged_env.init(init_type='LAZY_WITHOUT_SHUFFLED_COPIES') # initialize GED environment.
options = {'initialization_method': 'RANDOM', # or 'NODE', etc.
'threads': 1 # parallel threads.
}
ged_env.set_method('BIPARTITE', # GED method.
options # options for GED method.
)
ged_env.init_method() # initialize GED method.
ged_env.run_method(listID[0], listID[1]) # run.
pi_forward = ged_env.get_forward_map(listID[0], listID[1]) # forward map.
pi_backward = ged_env.get_backward_map(listID[0], listID[1]) # backward map.
dis = ged_env.get_upper_bound(listID[0], listID[1]) # GED bewteen two graphs.
import networkx as nx
assert len(pi_forward) == nx.number_of_nodes(graph1), len(pi_backward) == nx.number_of_nodes(graph2)
except Exception as exception:
assert False, exception


if __name__ == "__main__":
test_GEDEnv()

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