aspect-based-sentiment-analysis / scripts /merge_validation_reports.py
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Restructure reusable AspectBench inference toolkit
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#!/usr/bin/env python3
"""Merge per-family validation reports produced by interactive GPU workers."""
from __future__ import annotations
import argparse
import json
from datetime import datetime, timezone
from pathlib import Path
from typing import Any
def parse_args() -> argparse.Namespace:
parser = argparse.ArgumentParser()
parser.add_argument("--input-dir", type=Path, required=True)
parser.add_argument("--output", type=Path, required=True)
parser.add_argument("--expected-reports", type=int, required=True)
return parser.parse_args()
def main() -> None:
args = parse_args()
paths = sorted(args.input_dir.glob("*.json"))
if len(paths) != args.expected_reports:
raise SystemExit(
f"Expected {args.expected_reports} shard reports, found {len(paths)} "
f"in {args.input_dir}."
)
merged: dict[str, Any] = {
"schema_version": 1,
"created_at": datetime.now(timezone.utc).isoformat(),
"execution": "interactive_multi_gpu",
"shard_reports": [str(path) for path in paths],
"matrix_slots": 0,
"passed": 0,
"failed": 0,
"skipped": 0,
"unavailable": 0,
"results": [],
}
missing_model_languages: set[tuple[str, str]] = set()
for path in paths:
payload = json.loads(path.read_text(encoding="utf-8"))
for key in ("matrix_slots", "passed", "failed", "skipped", "unavailable"):
merged[key] += int(payload.get(key, 0))
merged["results"].extend(payload.get("results", []))
for result in payload.get("results", []):
if result.get("status") == "skipped":
missing_model_languages.add((result["model"], result["language"]))
merged["missing_model_language_combinations"] = len(missing_model_languages)
args.output.parent.mkdir(parents=True, exist_ok=True)
args.output.write_text(json.dumps(merged, indent=2) + "\n", encoding="utf-8")
print(
f"MERGED REPORT: passed={merged['passed']} failed={merged['failed']} "
f"skipped_slots={merged['skipped']} "
f"missing_model_languages={merged['missing_model_language_combinations']} "
f"path={args.output}",
flush=True,
)
if merged["failed"]:
raise SystemExit(1)
if __name__ == "__main__":
main()