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