in preprocess/input_data_etl.py [0:0]
def npy_to_s3(nparray,bucket,key,name):
'''
uploading numpy array to S3
'''
# upload without using disk
array_data = io.BytesIO()
pickle.dump(nparray,array_data)
array_data.seek(0)
s3_client.upload_fileobj(array_data, bucket, key+'/'+name+'.pkl')