File size: 2,309 Bytes
24f6204 | 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 | from __future__ import annotations
import argparse
import json
from pathlib import Path
from typing import Any
from .provenance import require_file
def audit_regressor_ablation(run_dir: str | Path) -> dict[str, Any]:
root = Path(run_dir)
summary = json.loads(require_file(root / "metrics" / "regressor_ablation_summary.json", "regressor ablation summary").read_text(encoding="utf-8"))
audit = json.loads(require_file(root / "metrics" / "regressor_audit_metrics.json", "regressor audit metrics").read_text(encoding="utf-8"))
payload = {
"run_dir": str(root),
"recommended_strategy_final": summary.get("recommended_strategy_final"),
"recommended_reason": summary.get("recommended_reason"),
"regressor_adds_value": summary.get("regressor_adds_value"),
"fixed_score_regressor_name": audit.get("fixed_score_regressor_name"),
"fixed_score_regressor_target": audit.get("fixed_score_regressor_target"),
"regressor_reason": audit.get("regressor_reason"),
}
(root / "regressor_ablation_audit.md").write_text(
"\n".join(
[
f"# audit-regressor-ablation: {root.name}",
"",
f"- recommended_strategy_final: `{payload['recommended_strategy_final']}`",
f"- recommended_reason: `{payload['recommended_reason']}`",
f"- regressor_adds_value: `{payload['regressor_adds_value']}`",
f"- fixed_score_regressor_name: `{payload['fixed_score_regressor_name']}`",
f"- fixed_score_regressor_target: `{payload['fixed_score_regressor_target']}`",
f"- regressor_reason: `{payload['regressor_reason']}`",
]
)
+ "\n",
encoding="utf-8",
)
return payload
def build_arg_parser() -> argparse.ArgumentParser:
parser = argparse.ArgumentParser(description="Audit a completed regressor ablation benchmark run.")
parser.add_argument("--run-dir", required=True)
return parser
def run_from_args(args: argparse.Namespace) -> dict[str, Any]:
return audit_regressor_ablation(args.run_dir)
def main() -> int:
print(json.dumps(run_from_args(build_arg_parser().parse_args()), indent=2))
return 0
if __name__ == "__main__":
raise SystemExit(main())
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