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PyCTBN
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Updated test

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master
Luca Moretti 4 years ago
parent cf659c99f9
commit 34d0305374
2 changed files with 1 additions and 60 deletions
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  1. 59
      main_package/copia/test_structure_score_based_estimator.py
  2. 2
      main_package/tests/estimators/test_structure_score_based_estimator_server.py

59
main_package/copia/test_structure_score_based_estimator.py
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@ -1,59 +0,0 @@
import sys
sys.path.append("../../classes/")
import glob
import math
import os
import unittest
import networkx as nx
import numpy as np
import psutil
from line_profiler import LineProfiler
import copy
import utility.cache as ch
import structure_graph.sample_path as sp
import estimators.structure_score_based_estimator as se
import utility.json_importer as ji
from multiprocessing import set_start_method
class TestStructureScoreBasedEstimator(unittest.TestCase):
@classmethod
def setUpClass(cls):
#cls.read_files = glob.glob(os.path.join('../../data', "*.json"))
cls.importer = ji.JsonImporter("/home/alessandro/Documents/ctbn_cba/data/networks_and_trajectories_ternary_data_15.json", 'samples', 'dyn.str', 'variables', 'Time', 'Name')
cls.s1 = sp.SamplePath(cls.importer)
cls.s1.build_trajectories()
cls.s1.build_structure()
def test_structure(self):
true_edges = copy.deepcopy(self.s1.structure.edges)
true_edges = set(map(tuple, true_edges))
set_start_method("spawn")
se1 = se.StructureScoreBasedEstimator(self.s1)
edges = se1.estimate_structure(
max_parents = None,
iterations_number = 100,
patience = 35,
tabu_length = 15,
tabu_rules_duration = 15,
optimizer = 'tabu',
disable_multiprocessing=False
)
self.assertEqual(edges, true_edges)
if __name__ == '__main__':
unittest.main()

2
main_package/tests/estimators/test_structure_score_based_estimator_server.py
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@ -28,7 +28,7 @@ class TestStructureScoreBasedEstimator(unittest.TestCase):
def test_structure(self): def test_structure(self):
#cls.read_files = glob.glob(os.path.join('../../data', "*.json")) #cls.read_files = glob.glob(os.path.join('../../data', "*.json"))
self.importer = ji.JsonImporter("/home/alessandro/Documents/ctbn_cba/data/networks_and_trajectories_ternary_data_6.json", 'samples', 'dyn.str', 'variables', 'Time', 'Name') self.importer = ji.JsonImporter("/home/alessandro/Documents/ctbn_cba/data/networks_and_trajectories_ternary_data_10.json", 'samples', 'dyn.str', 'variables', 'Time', 'Name')
self.s1 = sp.SamplePath(self.importer) self.s1 = sp.SamplePath(self.importer)
self.s1.build_trajectories() self.s1.build_trajectories()
self.s1.build_structure() self.s1.build_structure()