| |
| """Local structural checks for the BehaviorBench NeurIPS artifact.""" |
| import json, re, sys |
| from pathlib import Path |
| import pyarrow as pa |
| import pyarrow.parquet as pq |
|
|
| ROOT=Path(__file__).resolve().parents[1] |
| errors=[] |
| required=["README.md","DATASET_CARD.md","LICENSE","CHANGELOG.md","croissant.json","docs/RESPONSIBLE_AI.md"] |
| for x in required: |
| if not (ROOT/x).exists(): errors.append(f"missing {x}") |
|
|
| try: meta=json.loads((ROOT/"croissant.json").read_text()) |
| except Exception as e: errors.append(f"invalid croissant JSON: {e}"); meta={} |
|
|
| rai=["rai:dataLimitations","rai:dataBiases","rai:personalSensitiveInformation","rai:dataUseCases","rai:dataSocialImpact","rai:hasSyntheticData","rai:dataCollection"] |
| for k in rai: |
| if k not in meta: errors.append(f"missing Croissant RAI field {k}") |
|
|
| files={p.relative_to(ROOT).as_posix():p for top in (ROOT/"dataset",ROOT/"benchmark") for p in top.rglob("*.parquet") if "evaluation/sources" not in p.as_posix()} |
| dists={x.get("@id"):x for x in meta.get("distribution",[])} |
| records={x.get("name"):x for x in meta.get("recordSet",[])} |
| for rel,p in files.items(): |
| if rel not in dists: errors.append(f"no distribution for {rel}") |
| if rel not in records: errors.append(f"no recordSet for {rel}") |
| else: |
| schema=pq.ParquetFile(p).schema_arrow |
| actual=set(schema.names) |
| described={x.get("name") for x in records[rel].get("field",[])} |
| if not described.issubset(actual): |
| errors.append(f"schema contains unknown fields for {rel}") |
| omitted=actual-described |
| for name in omitted: |
| t=schema.field(name).type |
| |
| |
| nested_struct = pa.types.is_struct(t) or ( |
| (pa.types.is_list(t) or pa.types.is_large_list(t)) |
| and pa.types.is_struct(t.value_type) |
| ) |
| if not nested_struct: |
| errors.append(f"unexplained omitted field {name} for {rel}") |
| for rel in dists: |
| if rel not in files: errors.append(f"distribution path not found: {rel}") |
|
|
| |
| for p in [ROOT/"README.md",ROOT/"DATASET_CARD.md",*sorted((ROOT/"docs").glob("*.md"))]: |
| for link in re.findall(r"\[[^]]+\]\(([^)]+)\)",p.read_text()): |
| if "://" not in link and not link.startswith("#") and not (p.parent/link).resolve().exists(): |
| errors.append(f"broken link {p.relative_to(ROOT)} -> {link}") |
|
|
| if errors: |
| print("FAIL") |
| print("\n".join(f"- {x}" for x in errors));sys.exit(1) |
| print(f"PASS: {len(files)} Parquet distributions/record sets; required RAI fields and local links present.") |
|
|
