33 lines
931 B
Python
33 lines
931 B
Python
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#!/usr/bin/env python3
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import os
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import csv
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import sys
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import json
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def merge(rootdir):
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"""format: $rootdir/$algo/*.csv"""
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result = []
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for path, dirnames, filenames in os.walk(rootdir):
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filenames = [f for f in filenames if f.endswith('.csv')]
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if len(filenames) == 0:
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continue
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elif len(filenames) != 1:
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print(f'More than 1 csv found in {path}!')
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continue
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algo = os.path.relpath(path, rootdir).upper()
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reader = csv.DictReader(open(os.path.join(path, filenames[0])))
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for row in reader:
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result.append({
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'env_step': int(row['env_step']),
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'rew': float(row['rew']),
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'rew_std': float(row['rew:shaded']),
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'Agent': algo,
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})
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open(os.path.join(rootdir, 'result.json'), 'w').write(json.dumps(result))
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if __name__ == "__main__":
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merge(sys.argv[-1])
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