Download scripts/validate_release.py from apol/spain-reference-personas-frontier: direct link, hf CLI and curl.
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https://huggingface.co/datasets/apol/spain-reference-personas-frontier/resolve/main/scripts/validate_release.py
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6.92 kB
| #!/usr/bin/env python3 | |
| from pathlib import Path | |
| import json | |
| import re | |
| import sys | |
| ROOT = Path(__file__).resolve().parents[1] | |
| REQUIRED_FILES = [ | |
| "README.md", | |
| "DATASHEET.md", | |
| "METHODS.md", | |
| "PRIVACY_AND_DISCLOSURE.md", | |
| "EVALUATION_REPORT.md", | |
| "EVALUATION_METRICS.json", | |
| "SAFE_USE_POLICY.md", | |
| "MODEL_AND_DATA_GOVERNANCE.md", | |
| "CITATION.cff", | |
| "ZENODO_METADATA.json", | |
| "datacite_metadata.json", | |
| "release_manifest.json", | |
| "RELEASE_CHECKLIST.md", | |
| "docs/DOI_RELEASE_PLAN.md", | |
| "docs/ANNOUNCEMENT_POST.md", | |
| "docs/REVIEW_NOTES.md", | |
| ] | |
| REQUIRED_ARTIFACTS = [ | |
| "persona_core", | |
| "household_core", | |
| "persona_views", | |
| "actor_state_init", | |
| "benchmark_tasks", | |
| "source_registry", | |
| "field_provenance", | |
| ] | |
| REQUIRED_README_STRINGS = [ | |
| "Package architecture", | |
| "Responsible use", | |
| "not observed microdata", | |
| "Synthetic personas are not real people", | |
| ] | |
| def read_json(rel): | |
| path = ROOT / rel | |
| try: | |
| return json.loads(path.read_text(encoding="utf-8")) | |
| except Exception as exc: | |
| raise ValueError(f"{rel} is not valid JSON: {exc}") from exc | |
| def is_lfs_pointer(path): | |
| try: | |
| head = path.read_bytes()[:120] | |
| except OSError: | |
| return False | |
| return head.startswith(b"version https://git-lfs.github.com/spec/v1") | |
| def main(): | |
| errors = [] | |
| warnings = [] | |
| for rel in REQUIRED_FILES: | |
| if not (ROOT / rel).exists(): | |
| errors.append(f"Missing required file: {rel}") | |
| if errors: | |
| for err in errors: | |
| print("ERROR:", err) | |
| return 1 | |
| try: | |
| manifest = read_json("release_manifest.json") | |
| metrics = read_json("EVALUATION_METRICS.json") | |
| zenodo = read_json("ZENODO_METADATA.json") | |
| datacite = read_json("datacite_metadata.json") | |
| except ValueError as exc: | |
| print("ERROR:", exc) | |
| return 1 | |
| readme = (ROOT / "README.md").read_text(encoding="utf-8", errors="ignore") | |
| if not readme.startswith("---"): | |
| errors.append("README.md does not start with Hugging Face YAML front matter") | |
| for needle in REQUIRED_README_STRINGS: | |
| if needle not in readme: | |
| errors.append(f"README.md missing required text: {needle}") | |
| citation = (ROOT / "CITATION.cff").read_text(encoding="utf-8", errors="ignore") | |
| for needle in [ | |
| "cff-version: 1.2.0", | |
| "type: dataset", | |
| "license: \"CC-BY-4.0\"", | |
| ]: | |
| if needle not in citation: | |
| errors.append(f"CITATION.cff missing required text: {needle}") | |
| doi_pattern = re.compile(r"^10\.\d{4,9}/[-._;()/:A-Za-z0-9]+$") | |
| zenodo_doi = zenodo.get("doi") | |
| datacite_doi = datacite.get("identifier", {}).get("identifier") | |
| citation_doi_match = re.search(r'^doi:\s+"([^"]+)"', citation, re.MULTILINE) | |
| citation_doi = citation_doi_match.group(1) if citation_doi_match else None | |
| for label, doi in [ | |
| ("ZENODO_METADATA.json doi", zenodo_doi), | |
| ("datacite_metadata.json identifier", datacite_doi), | |
| ("CITATION.cff doi", citation_doi), | |
| ]: | |
| if doi != "10.XXXX/zenodo.XXXXXXX" and not (isinstance(doi, str) and doi_pattern.match(doi)): | |
| errors.append(f"{label} is not a DOI placeholder or valid DOI: {doi!r}") | |
| if zenodo_doi and zenodo_doi not in readme and "10.XXXX/zenodo.XXXXXXX" not in readme: | |
| errors.append("README.md does not include the Zenodo DOI or placeholder") | |
| artifacts = manifest.get("artifacts", {}) | |
| for artifact in REQUIRED_ARTIFACTS: | |
| entry = artifacts.get(artifact) | |
| if not entry: | |
| errors.append(f"release_manifest.json missing artifact: {artifact}") | |
| continue | |
| parquet = entry.get("parquet") | |
| if not parquet: | |
| errors.append(f"release_manifest.json artifact {artifact} missing parquet path") | |
| continue | |
| if not (ROOT / parquet).exists(): | |
| errors.append(f"Missing artifact file declared in manifest: {parquet}") | |
| release = metrics.get("release", {}) | |
| manifest_pairs = [ | |
| ("total_personas", "personas"), | |
| ("total_households", "households"), | |
| ("total_persona_views", "persona_views"), | |
| ("release_date", "release_date"), | |
| ("population_reference_date", "population_reference_date"), | |
| ] | |
| for manifest_key, metric_key in manifest_pairs: | |
| if manifest.get(manifest_key) != release.get(metric_key): | |
| errors.append( | |
| f"Manifest/metrics mismatch for {manifest_key}/{metric_key}: " | |
| f"{manifest.get(manifest_key)!r} != {release.get(metric_key)!r}" | |
| ) | |
| expected_total_rows = sum( | |
| int(artifacts[name]["rows"]) | |
| for name in REQUIRED_ARTIFACTS | |
| if name in artifacts and "rows" in artifacts[name] | |
| ) | |
| if expected_total_rows != 8889089: | |
| warnings.append(f"Total package rows from manifest are {expected_total_rows:,}, expected v0.1 value is 8,889,089") | |
| safe_use = (ROOT / "SAFE_USE_POLICY.md").read_text(encoding="utf-8", errors="ignore") | |
| for needle in ["political microtargeting", "individual-level persuasion", "automated eligibility decisions"]: | |
| if needle not in safe_use: | |
| errors.append(f"SAFE_USE_POLICY.md missing prohibition: {needle}") | |
| try: | |
| import pyarrow.parquet as pq | |
| except Exception as exc: | |
| warnings.append(f"pyarrow not available; skipped Parquet row inspection: {exc}") | |
| else: | |
| for artifact in REQUIRED_ARTIFACTS: | |
| entry = artifacts.get(artifact, {}) | |
| parquet_name = entry.get("parquet") | |
| if not parquet_name: | |
| continue | |
| path = ROOT / parquet_name | |
| if is_lfs_pointer(path): | |
| warnings.append(f"{parquet_name} is a Git LFS pointer; skipped Parquet row inspection") | |
| continue | |
| try: | |
| pf = pq.ParquetFile(path) | |
| actual_rows = pf.metadata.num_rows | |
| except Exception as exc: | |
| errors.append(f"Could not inspect {parquet_name}: {exc}") | |
| continue | |
| expected_rows = int(entry["rows"]) | |
| if actual_rows != expected_rows: | |
| errors.append(f"{parquet_name} row count mismatch: {actual_rows:,} != {expected_rows:,}") | |
| print("Release:", manifest.get("id")) | |
| print("Release date:", manifest.get("release_date")) | |
| print("Population reference date:", manifest.get("population_reference_date")) | |
| print("Manifest package rows:", f"{expected_total_rows:,}") | |
| if warnings: | |
| print("\nWarnings:") | |
| for warning in warnings: | |
| print("-", warning) | |
| if errors: | |
| print("\nValidation errors:") | |
| for err in errors: | |
| print("-", err) | |
| return 1 | |
| print("\nOK: release documentation and metadata validation passed") | |
| return 0 | |
| if __name__ == "__main__": | |
| sys.exit(main()) | |