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| from __future__ import annotations | |
| import argparse | |
| import json | |
| import sys | |
| from datetime import datetime, timezone | |
| from pathlib import Path | |
| from llm_eval.config import build_run_manifest, load_run_config | |
| from llm_eval.reporting import write_reports | |
| from llm_eval.runner import run_evaluation | |
| from llm_eval.scoring import load_results, load_summary, score_results | |
| from llm_eval.stats import add_confidence_intervals, pairwise_significance | |
| def parse_args() -> argparse.Namespace: | |
| parser = argparse.ArgumentParser( | |
| description="Automated nightly evaluation runner with policy constraints." | |
| ) | |
| parser.add_argument("--config", default="configs/run.groq.yaml") | |
| parser.add_argument("--policy", default="configs/policy.yaml") | |
| parser.add_argument("--env", default=".env") | |
| parser.add_argument("--artifacts-root", default="artifacts") | |
| parser.add_argument("--reports-root", default="reports") | |
| return parser.parse_args() | |
| def main() -> int: | |
| args = parse_args() | |
| config = load_run_config(args.config) | |
| manifest = build_run_manifest(config) | |
| started_at = datetime.now(timezone.utc).isoformat() | |
| summary = run_evaluation( | |
| config=config, | |
| policy_path=args.policy, | |
| artifacts_root=args.artifacts_root, | |
| env_path=args.env, | |
| ) | |
| run_dir = Path(args.artifacts_root) / "runs" / summary.run_id | |
| results = load_results(run_dir) | |
| summary_payload = load_summary(run_dir) | |
| scored = score_results(results, summary_payload) | |
| scored = add_confidence_intervals(scored) | |
| pairwise = pairwise_significance(results) | |
| outputs = write_reports( | |
| run_id=summary.run_id, | |
| scored=scored, | |
| pairwise=pairwise, | |
| reports_root=args.reports_root, | |
| ) | |
| job_meta = { | |
| "job_type": "nightly_eval", | |
| "started_at": started_at, | |
| "finished_at": datetime.now(timezone.utc).isoformat(), | |
| "run_id": summary.run_id, | |
| "run_name": config.run_name, | |
| "status": summary_payload.get("status", "unknown"), | |
| "total_requests": summary.total_requests, | |
| "total_errors": summary.total_errors, | |
| "reports": outputs, | |
| "manifest_preview": { | |
| "run_id": manifest.run_id, | |
| "providers": manifest.providers, | |
| "benchmark": manifest.benchmark, | |
| }, | |
| } | |
| out_path = Path(args.reports_root) / f"{summary.run_id}.nightly.json" | |
| out_path.parent.mkdir(parents=True, exist_ok=True) | |
| out_path.write_text(json.dumps(job_meta, indent=2), encoding="utf-8") | |
| print(json.dumps(job_meta, indent=2)) | |
| return 0 | |
| if __name__ == "__main__": | |
| raise SystemExit(main()) | |