def getResultPartPath(self, statName, part):
syntaxDir = os.path.join(FileSystem.getResultsDir(),
'syntaxStatistics')
statDir = os.path.join(syntaxDir, statName)
fileName = statName + '_' + str(part[0]) + '_' + str(part[1]) + '.csv'
if not os.path.exists(statDir):
os.makedirs(statDir)
return os.path.join(statDir, fileName)
def getOutputPath(self, assn, Cidx, label):
resultsDir = FileSystem.getResultsDir()
clustersDir = os.path.join(resultsDir, 'clusters')
if not os.path.exists(clustersDir):
os.makedirs(clustersDir)
connectedCompDir = os.path.join(clustersDir, 'connectedComponents')
if not os.path.exists(connectedCompDir):
os.makedirs(connectedCompDir)
filename = label + 'cluster_' + str(assn) + '_' + str(Cidx) + '.txt'
return os.path.join(connectedCompDir, filename)
def load(self, statName, astNetwork):
syntaxDir = os.path.join(FileSystem.getResultsDir(),
'interplayStatistics')
statDir = os.path.join(syntaxDir, statName)
fileName = statName + '_' + str(astNetwork.part[0]) + '_' + str(
astNetwork.part[1]) + '.csv'
path = os.path.join(statDir, fileName)
if not os.path.exists(path):
raise Exception('File not found')
return numpy.loadtxt(path, delimiter=",")
def save(self, statName, astNetwork, matrix):
syntaxDir = os.path.join(FileSystem.getResultsDir(),
'interplayStatistics')
statDir = os.path.join(syntaxDir, statName)
fileName = statName + '_' + str(astNetwork.part[0]) + '_' + str(
astNetwork.part[1]) + '.csv'
if not os.path.exists(statDir):
os.makedirs(statDir)
path = os.path.join(statDir, fileName)
numpy.savetxt(path, matrix, delimiter=",")
def GetClusterPath(self, assn, clusterId, label):
resultsDir = FileSystem.getResultsDir()
connectedCompDir = os.path.join(resultsDir, 'clusters',
'connectedComponents')
filename = label + 'cluster_' + str(assn) + '_' + str(
clusterId) + '.txt'
fullpath = os.path.join(connectedCompDir, filename)
if not os.path.exists(fullpath):
print('Error: file was not found')
print('\tpath: ' + fullpath)
sys.exit(1)
else:
return fullpath
def saveOverallStat(self, statName, values):
dir = os.path.join(FileSystem.getResultsDir(), 'syntaxStatistics')
dir = os.path.join(dir, 'overallStats')
if not os.path.exists(dir):
os.makedirs(dir)
histogram = numpy.histogram(values, HISTOGRAM_BUCKETS, range=(0, 1))
histogramMatrix = []
for index in range(len(histogram[0])):
x = histogram[1][index]
y = histogram[0][index]
histogramMatrix.append([x, y])
histogramPath = os.path.join(dir, statName + 'Hist.csv')
valuesPath = os.path.join(dir, statName + 'Values.csv')
numpy.savetxt(valuesPath, values, delimiter=",")
numpy.savetxt(histogramPath, histogramMatrix, delimiter=",")
def _getAffinityExemplarFile(self, assn):
resultsDir = FileSystem.getResultsDir()
fileDir = os.path.join(resultsDir, 'clusters/affinityExemplars')
fileName = 'exemplars_' + str(assn) + '.txt'
exemplarFile = os.path.join(fileDir, fileName)
return open(exemplarFile)