| |
| |
| 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() |
|
|
