scripts/validate.py

#!/usr/bin/env python3
"""Validate manifests, artifact integrity, category paths, and generated catalogs."""

from __future__ import annotations

import argparse
import hashlib
import sys
from pathlib import Path
from typing import Any

import jsonschema
import yaml
from referencing import Registry, Resource


ROOT = Path(__file__).resolve().parents[1]
SCHEMAS = ROOT / "schemas"
DATA = ROOT / "data"
CATEGORY_DEPTH = {"op-latency": 4, "e2e": 5, "fpm": 5}


def load_yaml(path: Path) -> Any:
    with path.open(encoding="utf-8") as stream:
        return yaml.safe_load(stream)


def sha256(path: Path) -> str:
    digest = hashlib.sha256()
    with path.open("rb") as stream:
        for block in iter(lambda: stream.read(1024 * 1024), b""):
            digest.update(block)
    return digest.hexdigest()


def schema_validator(category: str) -> jsonschema.Draft202012Validator:
    filename = f"{category}-manifest-v1.schema.yaml"
    schema = load_yaml(SCHEMAS / filename)
    common = load_yaml(SCHEMAS / "common-v1.schema.yaml")
    registry = Registry().with_resources(
        [
            (common["$id"], Resource.from_contents(common)),
            ((SCHEMAS / common["$id"]).as_uri(), Resource.from_contents(common)),
        ]
    )
    return jsonschema.Draft202012Validator(schema, registry=registry)


def validate_hierarchy(manifest_path: Path, document: dict[str, Any]) -> list[str]:
    errors: list[str] = []
    relative = manifest_path.relative_to(DATA)
    category = relative.parts[0]
    expected = CATEGORY_DEPTH[category]
    identity_parts = relative.parts[1:-1]
    if len(identity_parts) != expected:
        errors.append(f"expected {expected} identity components, got {len(identity_parts)}")
        return errors

    identity = document["identity"]
    if category == "op-latency":
        hardware, operation, framework, version = identity_parts
        expected_values = (identity["hardware"], document["operation_family"], identity["framework"], identity["framework_version"])
        if any(key in document for key in ("model", "parallelism")):
            errors.append("operation-latency manifest contains model or parallelism identity")
    else:
        model, hardware, framework, version, parallelism = identity_parts
        expected_values = (
            document["model"]["id"].replace("/", "--"), identity["hardware"],
            identity["framework"], identity["framework_version"], document["parallelism"]["label"],
        )
    if tuple(identity_parts) != expected_values:
        errors.append(f"path identity {tuple(identity_parts)!r} != manifest identity {expected_values!r}")
    return errors


def validate_artifacts(leaf: Path, artifacts: list[dict[str, Any]]) -> list[str]:
    errors: list[str] = []
    seen: set[str] = set()
    for artifact in artifacts:
        artifact_id = artifact["id"]
        if artifact_id in seen:
            errors.append(f"duplicate artifact id: {artifact_id}")
        seen.add(artifact_id)
        target = (leaf / artifact["path"]).resolve()
        try:
            target.relative_to(leaf.resolve())
        except ValueError:
            errors.append(f"unsafe artifact path: {artifact['path']}")
            continue
        if not target.is_file():
            errors.append(f"missing artifact: {artifact['path']}")
            continue
        if target.stat().st_size != artifact["bytes"]:
            errors.append(f"byte-size mismatch: {artifact['path']}")
        if sha256(target) != artifact["sha256"]:
            errors.append(f"SHA-256 mismatch: {artifact['path']}")
        if artifact.get("format") == "parquet" and "rows" in artifact:
            try:
                import pyarrow.parquet as parquet

                if parquet.read_metadata(target).num_rows != artifact["rows"]:
                    errors.append(f"row-count mismatch: {artifact['path']}")
            except ImportError:
                pass
    return errors


def validate_manifest(path: Path) -> list[str]:
    errors: list[str] = []
    try:
        document = load_yaml(path)
        category = path.relative_to(DATA).parts[0]
        if category not in CATEGORY_DEPTH:
            return ["unknown category"]
        for error in schema_validator(category).iter_errors(document):
            location = ".".join(str(part) for part in error.absolute_path) or "<root>"
            errors.append(f"schema {location}: {error.message}")
        if errors:
            return errors
        errors.extend(validate_hierarchy(path, document))
        errors.extend(validate_artifacts(path.parent, document["artifacts"]))
        if any(source["project"].lower() == "inferencex" for source in document.get("sources", [])):
            source = next(source for source in document["sources"] if source["project"].lower() == "inferencex")
            if source["license"] != "Apache-2.0" or not source["unofficial"]:
                errors.append("InferenceX source must declare Apache-2.0 and unofficial: true")
    except (OSError, yaml.YAMLError, KeyError, TypeError) as error:
        errors.append(str(error))
    return errors


def validate(root: Path = DATA) -> list[str]:
    failures: list[str] = []
    for manifest in sorted(root.glob("*/**/manifest.yaml")):
        for error in validate_manifest(manifest):
            failures.append(f"{manifest.relative_to(ROOT)}: {error}")
    if not list(root.glob("*/**/manifest.yaml")):
        failures.append("no manifests found")
    gap_schema = load_yaml(SCHEMAS / "gap-analysis-v1.schema.yaml")
    common = load_yaml(SCHEMAS / "common-v1.schema.yaml")
    registry = Registry().with_resources(
        [
            (common["$id"], Resource.from_contents(common)),
            ((SCHEMAS / common["$id"]).as_uri(), Resource.from_contents(common)),
        ]
    )
    gap_validator = jsonschema.Draft202012Validator(gap_schema, registry=registry)
    for gap in sorted(root.glob("e2e/**/evaluations/*/gap-analysis.yaml")):
        for error in gap_validator.iter_errors(load_yaml(gap)):
            failures.append(f"{gap.relative_to(ROOT)}: schema: {error.message}")
    return failures


def main() -> int:
    parser = argparse.ArgumentParser()
    parser.add_argument("--root", type=Path, default=DATA)
    args = parser.parse_args()
    failures = validate(args.root)
    if failures:
        print("\n".join(failures), file=sys.stderr)
        return 1
    print("All manifests are valid.")
    return 0


if __name__ == "__main__":
    raise SystemExit(main())