# Copyright (c) Microsoft Corporation. # Licensed under the MIT license. import logging import sys from bleu import _bleu def main(): import argparse parser = argparse.ArgumentParser(description='Evaluate leaderboard predictions for BigCloneBench dataset.') parser.add_argument('--references', '-ref',help="filename of the labels, in txt format.") parser.add_argument('--predictions', '-pre',help="filename of the leaderboard predictions, in txt format.") args = parser.parse_args() refs = [x.strip() for x in open(args.references, 'r', encoding='utf-8').readlines()] pres = [x.strip() for x in open(args.predictions, 'r', encoding='utf-8').readlines()] assert len(refs) == len(pres) length = len(refs) count = 0 for i in range(length): r = refs[i] p = pres[i] if r == p: count += 1 acc = round(count/length*100, 2) bleu_score = round(_bleu(args.references, args.predictions),2) print('BLEU:', bleu_score, '; Acc:', acc) if __name__ == '__main__': main()