scripts/verify_dataset.py

#!/usr/bin/env python3
"""Verify the built zkml-audit-benchmark HF dataset.

Checks:
  1. Every file in MANIFEST.json exists and has the recorded SHA256.
  2. Every artifact JSON validates against the v2 schema (if jsonschema installed).
  3. Every artifact's pair_id exists in pairs.parquet.
  4. Parquet files load correctly via pyarrow.

Usage (from the hf-dataset/ directory):
    python scripts/verify_dataset.py
"""

from __future__ import annotations

import hashlib
import json
import sys
from pathlib import Path

try:
    import pyarrow.parquet as pq
except ImportError:
    sys.exit("pyarrow is required: pip install pyarrow")


def sha256_file(path: Path) -> str:
    h = hashlib.sha256()
    with open(path, "rb") as f:
        for chunk in iter(lambda: f.read(1 << 16), b""):
            h.update(chunk)
    return h.hexdigest()


def verify(hf_root: Path) -> bool:
    ok = True

    # --- 1. MANIFEST.json ---
    manifest_path = hf_root / "MANIFEST.json"
    if not manifest_path.exists():
        print("FAIL: MANIFEST.json not found")
        return False

    with open(manifest_path, "r", encoding="utf-8") as f:
        manifest = json.load(f)

    entries = manifest.get("files", [])
    print(f"Checking {len(entries)} manifest entries...")

    for entry in entries:
        fpath = hf_root / entry["path"]
        if not fpath.exists():
            print(f"  FAIL: missing {entry['path']}")
            ok = False
            continue
        actual = sha256_file(fpath)
        if actual != entry["sha256"]:
            print(f"  FAIL: sha256 mismatch for {entry['path']}")
            print(f"    expected: {entry['sha256']}")
            print(f"    actual:   {actual}")
            ok = False
        else:
            pass  # silent on success

    if ok:
        print(f"  OK: all {len(entries)} files match")

    # --- 2. Schema validation (optional) ---
    schema_path = hf_root / "schema" / "artifact.v2.schema.json"
    try:
        import jsonschema
        with open(schema_path, "r", encoding="utf-8") as f:
            schema = json.load(f)

        artifact_dirs = [d for d in (hf_root / "artifacts").iterdir() if d.is_dir()]
        art_count = 0
        for adir in sorted(artifact_dirs):
            for af in sorted(adir.glob("*.json")):
                with open(af, "r", encoding="utf-8") as f:
                    art = json.load(f)
                aid = art.get("artifact_id", af.stem)
                try:
                    jsonschema.validate(art, schema)
                except jsonschema.ValidationError as e:
                    print(f"  FAIL: {aid} — {e.message}")
                    ok = False
                art_count += 1

        print(f"  OK: {art_count} artifacts validated against v2 schema")
    except ImportError:
        print("  SKIP: jsonschema not installed; skipping artifact schema validation")

    # --- 3. Parquet integrity ---
    pairs_path = hf_root / "data" / "pairs.parquet"
    artifacts_path = hf_root / "data" / "artifacts.parquet"

    if not pairs_path.exists():
        print("FAIL: data/pairs.parquet not found")
        ok = False
    if not artifacts_path.exists():
        print("FAIL: data/artifacts.parquet not found")
        ok = False

    if pairs_path.exists() and artifacts_path.exists():
        pairs_table = pq.read_table(pairs_path)
        artifacts_table = pq.read_table(artifacts_path)

        pair_ids = set(pairs_table.column("pair_id").to_pylist())
        art_pair_ids = set(artifacts_table.column("pair_id").to_pylist())

        orphan = art_pair_ids - pair_ids
        if orphan:
            print(f"  FAIL: artifact pair_ids not in pairs table: {orphan}")
            ok = False
        else:
            print(f"  OK: {len(pairs_table)} pairs, {len(artifacts_table)} artifacts, all pair_ids valid")

        # Check per-pair artifact counts match
        for pid in pair_ids:
            expected = [
                r["artifact_count"]
                for r in pairs_table.to_pylist()
                if r["pair_id"] == pid
            ][0]
            actual = sum(1 for r in artifacts_table.to_pylist() if r["pair_id"] == pid)
            if expected != actual:
                print(f"  FAIL: {pid} artifact_count={expected} but found {actual} artifact rows")
                ok = False

    # --- Summary ---
    if ok:
        print("\n✓ All checks passed")
    else:
        print("\n✗ Some checks failed")

    return ok


if __name__ == "__main__":
    hf_root = Path(__file__).resolve().parent.parent
    sys.exit(0 if verify(hf_root) else 1)