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import argparse
import gzip
import json
import os
from glob import glob
from tqdm import tqdm
tqdm.pandas()
# Load trajectories for resolved instances
def load_completions(output_dir: str, instance_id: str):
glob_path = os.path.join(output_dir, 'llm_completions', instance_id, '*.json')
files = sorted(glob(glob_path)) # this is ascending order
# pick the last file (last turn)
try:
file_path = files[-1]
except IndexError:
# print(f'No files found for instance {instance_id}: files={files}')
return None
with open(file_path, 'r') as f:
result = json.load(f)
# create messages
messages = result['messages']
messages.append(result['response']['choices'][0]['message'])
tools = result['kwargs']['tools']
return {
'messages': messages,
'tools': tools,
}
parser = argparse.ArgumentParser()
parser.add_argument('jsonl_path', type=str)
args = parser.parse_args()
output_dir = os.path.dirname(args.jsonl_path)
output_path = os.path.join(output_dir, 'output.with_completions.jsonl.gz')
# Check if output would be different from input
needs_update = False
with open(args.jsonl_path, 'r') as f_in:
for line in tqdm(f_in, desc='Checking for changes'):
data = json.loads(line)
new_completions = load_completions(output_dir, data['instance_id'])
current_completions = data.get('raw_completions')
if current_completions != new_completions:
needs_update = True
break
if not needs_update:
print('No updates required. Skipping file update.')
exit(0)
if os.path.exists(output_path):
print(f'Output file already exists at {output_path}, overwriting? (y/n)')
if input() != 'y':
print('Exiting...')
exit(0)
# Process line by line
with open(args.jsonl_path, 'r') as f_in, gzip.open(output_path, 'wt') as f_out:
for line in tqdm(f_in):
data = json.loads(line)
data['raw_completions'] = load_completions(output_dir, data['instance_id'])
f_out.write(json.dumps(data) + '\n')
print(f'Saved compressed output to {output_path}')
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