#!/usr/bin/env python3 """Validate ``results//*.jsonl`` before publishing or opening a PR. python tools/validate.py --benchmark parsebench results/datalab_accurate Checks: canonical JSON per line, ids sorted and unique, every id exists in the pinned data revision (``data_manifest.json`` next to ``results/``), required fields, pipeline name matches the folder, and no private hosts, paths, run ids or credentials anywhere in the file. Exit 1 on any finding. Python 3.9+, standard library only. """ import argparse import json import os import sys sys.path.insert(0, os.path.dirname(os.path.abspath(__file__))) from hfresults_common import ( # noqa: E402 BENCHMARKS, canonical_dumps, check_record, foreign_hosts, gate_scan, load_data_manifest, read_jsonl, record_stem, ) def validate_pipeline(benchmark: str, results_dir: str, manifest, *, max_report: int = 20): spec = BENCHMARKS[benchmark] pipeline = os.path.basename(os.path.normpath(results_dir)) findings = [] counts = {} files = [c for c in spec["categories"] if os.path.exists(os.path.join(results_dir, c + ".jsonl"))] if not files: return ["no .jsonl in %s" % results_dir], counts for name in sorted(os.listdir(results_dir)): if name.endswith(".jsonl") and name[:-6] not in spec["categories"]: findings.append("unknown category file %s" % name) for category in files: path = os.path.join(results_dir, category + ".jsonl") previous = None seen = set() n = 0 for number, line, record in read_jsonl(path): n += 1 where = "%s:%d" % (path, number) if canonical_dumps(record) != line: findings.append("%s: line is not canonical JSON (re-run pack.py)" % where) problems = check_record(record, benchmark=benchmark, pipeline=pipeline, category=category) findings.extend("%s: %s" % (where, p) for p in problems) if problems: continue _group, stem = record_stem(record) example_id = record["request"]["example_id"] if example_id in seen: findings.append("%s: duplicate id %s" % (where, example_id)) seen.add(example_id) if previous is not None and example_id < previous: findings.append("%s: ids not sorted (%s after %s)" % (where, example_id, previous)) previous = example_id if manifest is not None and stem not in manifest["_stems"].get(category, set()): findings.append("%s: %s is not a document of %s@%s" % (where, example_id, manifest["repo"], manifest["revision"][:8])) for pattern, snippet in gate_scan(line): findings.append("%s: private pattern %s: %r" % (where, pattern, snippet)) hosts = foreign_hosts(record) if hosts: findings.append("%s: unexpected hosts outside model output: %s" % (where, hosts)) if len(findings) > 5000: break counts[category] = n return findings, counts def main() -> int: parser = argparse.ArgumentParser(description=__doc__, formatter_class=argparse.RawDescriptionHelpFormatter) parser.add_argument("--benchmark", required=True, choices=sorted(BENCHMARKS)) parser.add_argument("results_dirs", nargs="+", help="one or more results/ folders") parser.add_argument("--data-manifest", default=None, help="data_manifest.json (default: ../../data_manifest.json)") parser.add_argument("--no-ids", action="store_true", help="skip the document id check") parser.add_argument("--json", action="store_true", help="machine-readable summary") args = parser.parse_args() manifest = None if not args.no_ids: manifest_path = args.data_manifest or os.path.join(os.path.dirname(os.path.normpath(args.results_dirs[0])), "..", "data_manifest.json") if os.path.exists(manifest_path): manifest = load_data_manifest(manifest_path) else: print("WARNING: no data_manifest.json at %s; skipping id check" % manifest_path, file=sys.stderr) exit_code = 0 summary = {} for results_dir in args.results_dirs: findings, counts = validate_pipeline(args.benchmark, results_dir, manifest) summary[results_dir] = {"documents": counts, "findings": len(findings), "first_findings": findings[:20]} if findings: exit_code = 1 if not args.json: status = "FAIL" if findings else "ok" print("%s %s %s" % (status, results_dir, json.dumps(counts))) for finding in findings[:20]: print(" " + finding) if len(findings) > 20: print(" ... %d more" % (len(findings) - 20)) if args.json: print(json.dumps(summary, indent=2)) return exit_code if __name__ == "__main__": sys.exit(main())