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69ee6e4 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 | 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())
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