if __name__ == '__main__':
#plt.show()
#util = ParameterUtil(parameter_file = 'data/formatado/arxiv/nowell_astroph_1994_1999/AllExecutionScores/config.txt')
util = ParameterUtil(parameter_file = 'data/formatado/arxiv/exemplomenor/config/config.txt')
myparams = Parameterization(t0 = util.t0, t0_ = util.t0_, t1 = util.t1, t1_ = util.t1_, linear_combination=util.linear_combination,
filePathGraph = util.graph_file, filePathTrainingGraph = util.trainnig_graph_file, filePathTestGraph = util.test_graph_file, decay = util.decay, domain_decay = util.domain_decay, min_edges = util.min_edges, scoreChoiced = util.ScoresChoiced, weightsChoiced = util.WeightsChoiced, weightedScoresChoiced = util.WeightedScoresChoiced, FullGraph = None, result_random_file=util.result_random_file)
myparams.generating_Training_Graph()
#myparams.generating_Test_Graph()
selection = VariableSelection(myparams.trainnigGraph, util.min_edges)
nodesNotLinked = selection.get_pair_nodes_not_linked()
selection.saveResults(util.nodes_notlinked_file, nodesNotLinked)
#dado = selection.readingResultsFile(util.nodes_notlinked_file)
#print dado[1]
#calc = CalculateInMemory(myparams, nodesNotLinked)
#resultsCalculate = calc.executingCalculate()
#resultados = []
#orderDataMetrica0 = sorted(resultsCalculate, key=lambda value: value[0][0], reverse=True)
#orderDataMetrica1 = sorted(resultsCalculate, key=lambda value: value[0][5], reverse=True)
#for result in orderDataMetrica1:
# metricas = result[0]
# no1 = result[1]
# no2 = result[2]
# print metricas, no1, no2
filePathTestGraph=util.test_graph_file,
decay=util.decay,
domain_decay=util.domain_decay,
min_edges=util.min_edges,
scoreChoiced=util.ScoresChoiced,
weightsChoiced=util.WeightsChoiced,
weightedScoresChoiced=util.WeightedScoresChoiced,
FullGraph=None,
result_random_file=util.result_random_file)
myparams.generating_Training_Graph()
#myparams.generating_Test_Graph()
selection = VariableSelection(myparams.trainnigGraph, util.min_edges)
nodesNotLinked = selection.get_pair_nodes_not_linked()
selection.saveResults(util.nodes_notlinked_file, nodesNotLinked)
#dado = selection.readingResultsFile(util.nodes_notlinked_file)
#print dado[1]
#calc = CalculateInMemory(myparams, nodesNotLinked)
#resultsCalculate = calc.executingCalculate()
#resultados = []
#orderDataMetrica0 = sorted(resultsCalculate, key=lambda value: value[0][0], reverse=True)
#orderDataMetrica1 = sorted(resultsCalculate, key=lambda value: value[0][5], reverse=True)
#for result in orderDataMetrica1:
# metricas = result[0]
# no1 = result[1]
# no2 = result[2]
# print metricas, no1, no2
