Kevin Musgrave 12d6da8130
feat(evaluation): Filter task ids by difficulty for SWE Gym rollouts (#11490)
Co-authored-by: Graham Neubig <neubig@gmail.com>
Co-authored-by: openhands <openhands@all-hands.dev>
2025-10-30 02:30:19 +00:00

80 lines
2.3 KiB
Python

import argparse
import fnmatch
import json
from collections import Counter
from pathlib import Path
def find_final_reports(base_dir, pattern=None):
base_path = Path(base_dir)
if not base_path.exists():
raise FileNotFoundError(f'Base directory does not exist: {base_dir}')
# Find all final_report.json files
all_reports = list(base_path.rglob('final_report.json'))
if pattern is None:
return all_reports
# Filter by pattern
filtered_reports = []
for report in all_reports:
# Get relative path from base_dir for matching
rel_path = report.relative_to(base_path)
if fnmatch.fnmatch(str(rel_path), pattern):
filtered_reports.append(report)
return filtered_reports
def collect_resolved_ids(report_files):
id_counter = Counter()
for report_file in report_files:
with open(report_file, 'r') as f:
data = json.load(f)
if 'resolved_ids' not in data:
raise KeyError(f"'resolved_ids' key not found in {report_file}")
resolved_ids = data['resolved_ids']
id_counter.update(resolved_ids)
return id_counter
def get_skip_ids(id_counter, threshold):
return [id_str for id_str, count in id_counter.items() if count >= threshold]
def main():
parser = argparse.ArgumentParser(
description='Compute SKIP_IDS from resolved IDs in final_report.json files'
)
parser.add_argument(
'threshold',
type=int,
help='Minimum number of times an ID must be resolved to be skipped',
)
parser.add_argument(
'--base-dir',
default='evaluation/evaluation_outputs/outputs',
help='Base directory to search for final_report.json files (default: evaluation/evaluation_outputs/outputs)',
)
parser.add_argument(
'--pattern',
default=None,
help='Glob pattern to filter paths (e.g., "*Multi-SWE-RL*/**/*gpt*")',
)
args = parser.parse_args()
report_files = find_final_reports(args.base_dir, args.pattern)
id_counter = collect_resolved_ids(report_files)
skip_ids = get_skip_ids(id_counter, args.threshold)
skip_ids = [s.replace('/', '__').replace(':pr-', '-') for s in skip_ids]
skip_ids = ','.join(sorted(skip_ids))
print(skip_ids)
if __name__ == '__main__':
main()