def trainingGenerator(training,destFile,trainingArff):
outF = open(destFile, "w")
csvWriter = csv.writer(outF, delimiter='\t')
for name in training:
training_path = source_var.source_features_training(name)
with open(training_path) as objectFile:
for line in objectFile:
datasplit = line.split()
writeData = map(float,datasplit[:])
csvWriter.writerow(writeData)
outF.close()
#print 'Writing Training Set'
writeWeka.writeWeka(destFile,trainingArff)
def trainingGenerator(training, destFile, trainingArff):
outF = open(destFile, "w")
csvWriter = csv.writer(outF, delimiter='\t')
for name in training:
training_path = source_var.source_features_training(name)
with open(training_path) as objectFile:
for line in objectFile:
datasplit = line.split()
writeData = map(float, datasplit[:])
csvWriter.writerow(writeData)
outF.close()
#print 'Writing Training Set'
writeWeka.writeWeka(destFile, trainingArff)
def featCalc(sourceFile,sourceFeatures,wekadest, dest_runtime):
chestData =[]
chestList=[]
thighData=[]
thighList=[]
waistData=[]
waistList=[]
chestWeka=[]
counter = 0
print('The system start to calculate the features ')
print sourceFile
with open(sourceFile) as objectFile:
for line in objectFile:
data = line.split()
chestData = [float(data[0]),float(data[1]),float(data[2]),float(data[3]),float(data[4]),float(data[5]),float(data[6]),float(data[7]),float(data[8]),float(data[9])]
chestList.append(chestData)
#################################### FUTURE WORK ######################################################
#thighData = [data[9], data[10], data[11], data[12], data[13], data[14], data[15], data[16], data[17]]
#thighList.append(thighData)
#waistData = [data[18], data[19], data[20], data[21], data[22], data[23], data[24], data[25], data[26]]
#waistList.append(waistData)
#######################################################################################################
threshold_function.threshold_function(chestList,sourceFeatures, dest_runtime)
writeWeka.writeWeka(sourceFeatures,wekadest)
print("Finish")
def write_weka(source_features, weka_dest):
print('The system start to calculate the features ')
print source_features
writeWeka.writeWeka(source_features, weka_dest)
print("Finish")
