def task(filename, pathin, pathout):
num = filename.partition('m')[0]
configs = json.load(open('/centralized_scheduler/config.json'))
encoding = np.array(configs['matrixConfigs']['encoding'])
CHUNKS = configs['chunks']
execTimes = configs['execTimes']
k, n = encoding.shape
time.sleep(5)
X,ips,timestampS, timestampE = readFile(pathin+'/'+filename, NUM_BINS)
partitions = encode_matrix(X, encoding)
result, computeT, communicationT, decodeT = computeDFT(X, execTimes)
output = createOutput(result, ips, timestampS, timestampE)
outFile = open(pathout + '/' + str(num) + 'anomalies_dft0.out', 'w')
outFile.write(output)
outFile.close()
def task(filename, pathin, pathout):
# updateConfig()
num = filename.partition('m')[0]
configs = json.load(open('/centralized_scheduler/config.json'))
encoding = np.array(configs['matrixConfigs']['encoding'])
CHUNKS = configs['chunks']
execTimes = configs['execTimes']
k, n = encoding.shape
output = ""
time.sleep(5)
try:
X, ips, timestampS, timestampE = readFile(pathin + '/' + filename,
NUM_BINS)
partitions = encode_matrix(X, encoding)
result, computeT, communicationT, decodeT = computeDFT(X, execTimes)
output = createOutput(result, ips, timestampS, timestampE)
except Exception as e:
print("failed. details: " + str(e))
outFile = open(pathout + '/' + str(num) + 'anomalies_dft2.log', 'w')
outFile.write(output)
outFile.close()
fileOut = pathout + '/' + str(num) + 'anomalies_dft2.log'
return [fileOut]