| |
| """Replay the 210 recorded raw-token requests. Set NEURONPEDIA_API_KEY to capture. |
| |
| No tokenizer download is needed: data/prompts.jsonl contains the original input IDs. |
| Dry run validates requests without contacting the service. The service may evolve; |
| offline scoring of saved responses is the exact reproduction path. |
| """ |
| import argparse |
| import json |
| import os |
| from pathlib import Path |
| import time |
| import urllib.request |
|
|
| ROOT = Path(__file__).resolve().parents[1] |
| ENDPOINT = 'https://www.neuronpedia.org/api/lens/prompt' |
|
|
|
|
| def main(): |
| parser = argparse.ArgumentParser(description=__doc__) |
| parser.add_argument('--out', type=Path, default=ROOT / 'evidence/v2_api/raw_A') |
| parser.add_argument('--limit', type=int) |
| parser.add_argument('--dry-run', action='store_true') |
| args = parser.parse_args() |
| prompts = [json.loads(line) for line in (ROOT / 'data/prompts.jsonl').read_text().splitlines()] |
| if args.limit is not None: |
| if args.limit < 1: |
| parser.error('limit must be positive') |
| prompts = prompts[:args.limit] |
| key = os.environ.get('NEURONPEDIA_API_KEY') |
| if not args.dry_run and not key: |
| parser.error('NEURONPEDIA_API_KEY is required for a live capture') |
| if not args.dry_run: |
| args.out.mkdir(parents=True, exist_ok=True) |
| for prompt in prompts: |
| body = dict(modelId='qwen3.6-27b', inputTokenIds=prompt['input_ids'], |
| type=['JACOBIAN_LENS'], topN=8, temperature=0, numCompletionTokens=0, |
| filterNonWordTokens=False, stream=False, enableThinking=False, prependBos=True) |
| if args.dry_run: |
| continue |
| name = f"{prompt['set']}_{prompt['name']}_{prompt['variant']}.json" |
| path = args.out / name |
| if path.exists(): |
| continue |
| request = urllib.request.Request(ENDPOINT, data=json.dumps(body).encode(), |
| headers={'Content-Type': 'application/json', 'x-api-key': key}, method='POST') |
| with urllib.request.urlopen(request, timeout=180) as response: |
| result = json.load(response) |
| if not result.get('tokens'): |
| raise RuntimeError('Response contains no tokens; capture stopped') |
| result['_item'] = prompt |
| path.write_text(json.dumps(result, ensure_ascii=False) + '\n') |
| print('Captured', name, flush=True) |
| time.sleep(0.8) |
| print('Validated' if args.dry_run else 'Completed', len(prompts), 'requests') |
|
|
|
|
| if __name__ == '__main__': |
| main() |
|
|
