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# Copyright (c) Facebook, Inc. and its affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import argparse
import sys
import numpy as np
aggregate_funcs = {
"std": np.std,
"var": np.var,
"median": np.median,
"mean": np.mean,
"min": np.min,
"max": np.max,
}
def main():
parser = argparse.ArgumentParser()
parser.add_argument("-i", "--input_file", required=True, type=str)
parser.add_argument("-n", "--repeat_times", required=True, type=int)
parser.add_argument("-o", "--output_file", required=False)
parser.add_argument("-f", "--func", required=False, default="mean")
args = parser.parse_args()
stream = open(args.output_file, "w") if args.output_file else sys.stdout
segment_scores = []
for line in open(args.input_file):
segment_scores.append(float(line.strip()))
if len(segment_scores) == args.repeat_times:
stream.write("{}\n".format(aggregate_funcs[args.func](segment_scores)))
segment_scores = []
if __name__ == "__main__":
main()
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