def run( inputDataFilepath, inputTrainingFilepath, outputFilepath, outputDirpath, numClusters, numComponents ):
c_dest_dir = outputDirpath + "/"
train = pickle.load(open(inputTrainingFilepath))
test = pickle.load(open(inputDataFilepath))
print "making triple ... \n"
triple = makeTriple(train, test, numClusters, numComponents)
print "dumping pickle ... \n"
pickle.dump(triple, open(c_dest_dir + "triple.pkl", "w"))
for i in range(0,10):
confPair = confusion(triple,i)
print "dumping confusion", str(i)
pickle.dump( confPair, open( c_dest_dir + "conf_" + str(i) + ".pkl","w" ) )
#print "writing confusion matrix in text file", str(i)
#writeConfusion( confPair[1], c_dest_dir +
# "conf_" + str(i) + ".txt" )
montagelist, confusionarray = confPair
print "\n Making montage", str(i)
montage.colorsMontage( montagelist, c_dest_dir + str(i) + ".png")
montage.colorsMontage( montagelist, c_dest_dir + str(i) + ".png")
if __name__ == "__main__":
c_trainf, c_testf, c_dir = sys.argv[1:4]
k = int(sys.argv[4])
D = int(sys.argv[5])
c_basename = os.path.basename(c_testf).split(".")[0]
c_triple = c_basename + "_triple.pkl"
c_confusion = c_basename + "_confusion.pkl"
c_confusiontext = c_basename + "_confusion.txt"
train = pickle.load(open(c_trainf))
test = pickle.load(open(c_testf))
#Save this
print "making triple ... \n"
triple = makeTriple(train,test,k,D)
print "dumping pickle ... \n"
pickle.dump(triple,open(c_dir + c_triple, "w"))
for i in range(0,10):
confPair = confusion(triple,i)
print "dumping confusion", str(i)
pickle.dump( confPair, open( c_dir + c_basename + \
"_confusion" + str(i) + ".pkl","w" ) )
print "writing confusion matrix in text file", str(i)
writeConfusion( confPair[1], c_dir + c_basename + \
"_confusion" + str(i) + ".txt" )
montagelist, confusionarray = confPair
print "\n Making montage", str(i)
montage.colorsMontage( montagelist, c_dir + c_basename +\
"_montage" + str(i) + ".jpg")
