| import json
|
| import pprint
|
| import sys
|
|
|
|
|
| def extract_test_results(res_file_path: str) -> tuple[list[str], list[str]]:
|
| passed = []
|
| failed = []
|
| costs = []
|
| instance_ids = set()
|
| instances = []
|
| with open(res_file_path, 'r') as file:
|
| for line in file:
|
| data = json.loads(line.strip())
|
| success = data['metrics']['success']
|
| if data['instance_id'] in instance_ids:
|
| print(f'WARNING: Duplicate instance_id found: {data["instance_id"]}')
|
| continue
|
| instance_ids.add(data['instance_id'])
|
| instances.append(data)
|
| if success:
|
| passed.append(
|
| {
|
| 'instance_id': data['instance_id'],
|
| 'repo': data['repo'],
|
| 'instruction': data['instruction'],
|
| 'eval_script': data['eval_script'],
|
| 'eval_exit_code': data['eval_exit_code'],
|
| 'eval_output': data['eval_output'],
|
| 'accumulated_cost': data['metrics']['accumulated_cost'],
|
| }
|
| )
|
| else:
|
| failed.append(
|
| {
|
| 'instance_id': data['instance_id'],
|
| 'repo': data['repo'],
|
| 'instruction': data['instruction'],
|
| 'eval_script': data['eval_script'],
|
| 'eval_exit_code': data['eval_exit_code'],
|
| 'eval_output': data['eval_output'],
|
| 'accumulated_cost': data['metrics']['accumulated_cost'],
|
| }
|
| )
|
| costs.append(data['metrics']['accumulated_cost'])
|
|
|
|
|
| instances.sort(key=lambda x: x['instance_id'])
|
| with open(res_file_path, 'w') as file:
|
| for instance in instances:
|
| file.write(json.dumps(instance) + '\n')
|
| return passed, failed, costs
|
|
|
|
|
| if __name__ == '__main__':
|
| if len(sys.argv) != 2:
|
| print(
|
| 'Usage: poetry run python summarise_results.py <path_to_output_jsonl_file>'
|
| )
|
| sys.exit(1)
|
| json_file_path = sys.argv[1]
|
| passed_tests, failed_tests, costs = extract_test_results(json_file_path)
|
| success_rate = len(passed_tests) / (len(passed_tests) + len(failed_tests))
|
| print('PASSED TESTS:')
|
| pprint.pprint(passed_tests)
|
| print('FAILED TESTS:')
|
| pprint.pprint(failed_tests)
|
| print(
|
| f'\nPassed {len(passed_tests)} tests, failed {len(failed_tests)} tests, success rate = {success_rate}, average cost = {sum(costs) / len(costs)}'
|
| )
|
|
|
