"""Submit and retrieve OpenRouter batch jobs.""" import argparse import json import os import urllib.error import urllib.request from pathlib import Path BATCHES_URL = "https://openrouter.ai/api/beta/batches" MAX_REQUESTS_PER_BATCH = 5_000 TERMINAL_STATUSES = {"completed", "failed", "expired", "cancelled"} def openrouter_api_key() -> str: """Return the configured OpenRouter API key.""" api_key = os.getenv("OPENROUTER_API_KEY") if not api_key: raise RuntimeError("Set OPENROUTER_API_KEY before submitting or monitoring a batch.") return api_key def send_request( url: str, method: str, api_key: str, payload: dict | None = None ) -> dict: """Send an authenticated JSON request to OpenRouter.""" data = json.dumps(payload).encode() if payload is not None else None request = urllib.request.Request( url=url, data=data, headers={ "Authorization": f"Bearer {api_key}", "Content-Type": "application/json", }, method=method, ) try: with urllib.request.urlopen(request) as response: return json.load(response) except urllib.error.HTTPError as error: details = error.read().decode() raise RuntimeError(f"OpenRouter returned HTTP {error.code}: {details}") from error def batch_requests( input_file: Path, max_tokens: int, reasoning_effort: str | None, start_row: int, end_row: int | None, ) -> list[dict]: """Convert prompt rows into chat-completion batch requests.""" requests = [] with input_file.open(encoding="utf-8") as file: for line_number, line in enumerate(file): if line_number < start_row: continue if end_row is not None and line_number >= end_row: break row = json.loads(line) body = { "messages": [{"role": "user", "content": row["prompt"]}], "max_tokens": max_tokens, "response_format": {"type": "json_object"}, } if reasoning_effort: body["reasoning"] = {"effort": reasoning_effort} requests.append( { "custom_id": row.get("custom_id", f"row-{line_number:06d}"), "body": body, } ) if not requests: raise ValueError(f"{input_file} contains no requests.") return requests def submit_batch(arguments: argparse.Namespace) -> None: """Split a JSONL file into OpenRouter batch jobs and submit them.""" if arguments.start_row < 0: raise ValueError("--start-row must be zero or greater.") if arguments.end_row is not None and arguments.end_row <= arguments.start_row: raise ValueError("--end-row must be greater than --start-row.") requests = batch_requests( input_file=arguments.input_file, max_tokens=arguments.max_tokens, reasoning_effort=arguments.reasoning_effort, start_row=arguments.start_row, end_row=arguments.end_row, ) manifest_file = arguments.manifest_file or arguments.input_file.with_suffix( ".batches.json" ) submitted_batches = [] for start in range(0, len(requests), MAX_REQUESTS_PER_BATCH): request_batch = requests[start : start + MAX_REQUESTS_PER_BATCH] payload = { "endpoint": "/v1/chat/completions", "model": arguments.model, "requests": request_batch, } batch = send_request( url=BATCHES_URL, method="POST", api_key=openrouter_api_key(), payload=payload, ) submitted_batches.append({"id": batch["id"], "requests": len(request_batch)}) manifest_file.write_text( json.dumps( { "model": arguments.model, "input_file": str(arguments.input_file), "start_row": arguments.start_row, "end_row": arguments.end_row, "batches": submitted_batches, }, indent=2, ) + "\n", encoding="utf-8", ) print(f"Submitted {len(request_batch):,} requests: {batch['id']}") print(f"Status: {batch['status']}") print(f"Saved batch IDs to {manifest_file}") def monitor_batch(arguments: argparse.Namespace) -> None: """Print batch status and save completed results.""" batch = send_request( url=f"{BATCHES_URL}/{arguments.batch_id}", method="GET", api_key=openrouter_api_key(), ) print(f"Status: {batch['status']}") print(json.dumps(batch["request_counts"], indent=2)) if batch["status"] not in TERMINAL_STATUSES: return if batch["status"] != "completed": return output_file = arguments.output_file or Path(f"{arguments.batch_id}.jsonl") with output_file.open(mode="w", encoding="utf-8") as file: for result in batch["results"]: file.write(json.dumps(result, ensure_ascii=False) + "\n") print(f"Saved {len(batch['results']):,} results to {output_file}") def parse_arguments() -> argparse.Namespace: """Parse submit and monitor command-line arguments.""" parser = argparse.ArgumentParser(description=__doc__) commands = parser.add_subparsers(dest="command", required=True) submit = commands.add_parser( name="submit", help="Submit a JSONL prompt file as a batch job." ) submit.add_argument("input_file", type=Path) submit.add_argument("--model", required=True, help="OpenRouter model slug.") submit.add_argument("--max-tokens", type=int, default=256) submit.add_argument("--manifest-file", type=Path) submit.add_argument( "--start-row", type=int, default=0, help="Skip input rows before this zero-based row number.", ) submit.add_argument( "--end-row", type=int, help="Stop before this zero-based row number.", ) submit.add_argument( "--reasoning-effort", choices=("none", "low", "medium", "high"), help="OpenRouter reasoning effort; omit to use the model default.", ) submit.set_defaults(handler=submit_batch) monitor = commands.add_parser( name="monitor", help="Check a batch and save completed results." ) monitor.add_argument("batch_id") monitor.add_argument("--output-file", type=Path) monitor.set_defaults(handler=monitor_batch) return parser.parse_args() def main() -> None: """Run the selected batch command.""" arguments = parse_arguments() arguments.handler(arguments) if __name__ == "__main__": main()