getLogger().setLevel(DEBUG)
args = parse_arguments()
try:
args = parse_arguments()
if args.threads == 1:
process = BaseProcess()
process.run(args.filename)
decomposition = SVD(process.tfidf, 100)
else:
manager = ManagerProcess(args.threads)
manager.run(args.filename)
decomposition = SVD(manager.tfidf, 100)
startconvert = time()
a = decomposition.create_numpy_matrices()
a_sparse = decomposition.turn_sparse(a)
endconvert = time()
start = time()
decomposition.calculate_eigenvalues(a_sparse)
print(decomposition.eigenvaluesMTM)
print(decomposition.eigenvaluesMMT)
end = time()
t = end - start
debug(f"{int(t) // 60} minutes {t % 60} seconds")
debug(f"Conversion time is {int(t) // 60} minutes {t % 60} seconds")
except KeyboardInterrupt:
pass
