"""Checksum-verified exact name/alias lookup; standard library only. Usage: python3 example.py taxonomy.json PostgreSQL """ import hashlib import json import sys from pathlib import Path def lookup(path, query): raw = path.read_bytes() expected = Path(str(path) + ".sha256").read_text().split()[0] if hashlib.sha256(raw).hexdigest() != expected: raise ValueError("Dataset checksum mismatch") release = json.loads(raw) categories = {row["id"]: row["name"] for row in release["categories"]} matches = [] for row in release["technologies"]: candidates = [row["name"], *row.get("aliases", [])] if any(query.casefold() == name.casefold() for name in candidates): matches.append({ "canonical_id": row["canonical_id"], "name": row["name"], "requires_context": row["requires_context"], "categories": [categories[k] for k in row.get("category_ids", [])], }) return {"release_version": release["taxonomy_version"], "query": query, "candidates": matches} if __name__ == "__main__": if len(sys.argv) != 3: raise SystemExit("Usage: python3 example.py taxonomy.json 'technology name'") print(json.dumps(lookup(Path(sys.argv[1]), sys.argv[2]), ensure_ascii=False, indent=2))