Datasets:
Download verify.py from chembricks/chemistry-knowledge: direct link, hf CLI and curl.
- Browser
- Download file 10.1 kB
-
https://huggingface.co/datasets/chembricks/chemistry-knowledge/resolve/main/verify.py
- Command line
-
hf download hf://datasets/chembricks/chemistry-knowledge/verify.py
-
curl -L -o verify.py https://huggingface.co/datasets/chembricks/chemistry-knowledge/resolve/main/verify.py
10.1 kB
| """Verify or seal the distributable dataset without contacting any service.""" | |
| from __future__ import annotations | |
| import argparse | |
| import hashlib | |
| import json | |
| from pathlib import Path | |
| import re | |
| import sys | |
| sys.dont_write_bytecode = True | |
| ROOT = Path(__file__).resolve().parent | |
| TOP_FILES = {"README.md", "LICENSE", "CURATION.md", "DATA_DICTIONARY.md", "UPLOAD.md", | |
| "CITATION.cff", "build_dataset.py", "write_card.py", "verify.py", "upload.py", | |
| "test_release.py", "verification.json", ".gitignore"} | |
| PUBLIC_DIRS = {"data", "assets", "schemas", "provenance", "examples"} | |
| SECRET = re.compile(r"\b(?:github_pat_[A-Za-z0-9_]{30,}|gh[pousr]_[A-Za-z0-9]{30,}|hf_[A-Za-z0-9]{25,}|sk-(?:ant-|proj-)?[A-Za-z0-9_-]{24,})\b|-----BEGIN (?:RSA |EC |OPENSSH )?PRIVATE KEY-----") | |
| PRIVATE = re.compile(r"/home/[A-Za-z0-9_.-]+/|https?://[^\s\"<>]*\.ts\.net\b") | |
| def digest(raw): | |
| return hashlib.sha256(raw).hexdigest() | |
| def canonical(value): | |
| return json.dumps(value, sort_keys=True, separators=(",", ":"), ensure_ascii=False, allow_nan=False).encode() | |
| def read_rows(path): | |
| with path.open(encoding="utf-8") as stream: | |
| return [json.loads(line) for line in stream if line.strip()] | |
| def pointer(value, path): | |
| if path in ("", "$"): | |
| return value | |
| parts = path[1:].split("/") if path.startswith("/") else path.removeprefix("$.").split(".") | |
| for part in parts: | |
| if isinstance(value, str): | |
| value = json.loads(value) | |
| part = part.replace("~1", "/").replace("~0", "~") | |
| value = value[int(part)] if isinstance(value, list) else value[part] | |
| return value | |
| def references(value): | |
| if isinstance(value, dict): | |
| if isinstance(value.get("request_id"), str) and isinstance(value.get("path"), str): | |
| yield value | |
| for child in value.values(): | |
| yield from references(child) | |
| elif isinstance(value, list): | |
| for child in value: | |
| yield from references(child) | |
| def verify_evidence(row): | |
| public = json.loads(row["public_row_json"]) | |
| assert digest(canonical({k:v for k,v in public.items() if k != "sha256"})) == row["row_sha256"] == public["sha256"], "Public tool-row hash mismatch" | |
| assert public["args"] == json.loads(row["args_json"]), "Arguments differ" | |
| assert public["response"] == json.loads(row["response_json"]), "Response differs" | |
| for key, other in [("request_id","request_id"),("tool","tool"),("status","status"),("line","source_line"),("ts","timestamp"),("duration_ms","duration_ms")]: | |
| assert public[key] == row[other], "Evidence projection differs: " + key | |
| assert re.fullmatch("[0-9a-f]{64}", row["source_row_sha256"]), "Invalid source row hash" | |
| request = public.get("request", {}) | |
| assert not any(k in request or k in request.get("params", {}) for k in ("_meta", "meta", "metadata")), "Client metadata was retained" | |
| assert not SECRET.search(row["public_row_json"]) and not PRIVATE.search(row["public_row_json"]), "Private evidence content" | |
| return public | |
| def manifest_files(root): | |
| files = [] | |
| for path in sorted(root.rglob("*")): | |
| relative = path.relative_to(root) | |
| if not path.is_file() or path.is_symlink(): | |
| continue | |
| if (len(relative.parts) == 1 and relative.name in TOP_FILES) or relative.parts[0] in PUBLIC_DIRS: | |
| if "__pycache__" not in relative.parts and path.suffix != ".pyc": | |
| files.append(path) | |
| return files | |
| def seal(root=ROOT): | |
| root = Path(root).resolve() | |
| assert root == ROOT or root.is_relative_to(ROOT), "Seal output must remain inside huggingface/" | |
| manifest = json.loads((root / "manifest.json").read_text()) | |
| manifest["files"] = {str(p.relative_to(root)): {"sha256":digest(p.read_bytes()), "bytes":p.stat().st_size} for p in manifest_files(root)} | |
| (root / "manifest.json").write_text(json.dumps(manifest, ensure_ascii=True, allow_nan=False, indent=2) + "\n") | |
| names = [*manifest["files"], "manifest.json"] | |
| (root / "SHA256SUMS").write_text("".join(digest((root/name).read_bytes()) + " " + name + "\n" for name in sorted(names))) | |
| return manifest | |
| def verify(root=ROOT): | |
| from jsonschema import Draft202012Validator | |
| root = Path(root).resolve() | |
| manifest = json.loads((root / "manifest.json").read_text()) | |
| assert manifest["license"] == "mit" and manifest["created_by"] == "ChemBricks" | |
| for name, item in manifest["files"].items(): | |
| path = (root / name).resolve() | |
| assert path.is_relative_to(root) and not (root / name).is_symlink() | |
| assert digest(path.read_bytes()) == item["sha256"] and path.stat().st_size == item["bytes"], "File differs: " + name | |
| sums = {} | |
| for line in (root / "SHA256SUMS").read_text().splitlines(): | |
| expected, name = line.split(" ", 1) | |
| assert name in manifest["files"] or name == "manifest.json", "Unexpected checksum path" | |
| assert name not in sums, "Duplicate checksum path" | |
| assert digest((root/name).read_bytes()) == expected, "Checksum differs: " + name | |
| sums[name] = expected | |
| assert set(sums) == set(manifest["files"]) | {"manifest.json"} | |
| data = {} | |
| for name in ("records", "claims", "evidence"): | |
| schema = json.loads((root / "schemas" / (name + ".schema.json")).read_text()) | |
| validator = Draft202012Validator(schema) | |
| data[name] = read_rows(root / "data" / (name + ".jsonl")) | |
| for row in data[name]: | |
| validator.validate(row) | |
| serialized = json.dumps(row) | |
| assert not SECRET.search(serialized) and not PRIVATE.search(serialized), "Private material in " + name | |
| expected = manifest["evidence_rows" if name == "evidence" else name] | |
| assert len(data[name]) == expected, "Count differs: " + name | |
| by_call = {} | |
| for row in data["evidence"]: | |
| key = row["source_capture_id"], row["request_id"] | |
| assert key not in by_call, "Duplicate evidence join key" | |
| by_call[key] = verify_evidence(row) | |
| provenance = {row["record_id"]: row for row in read_rows(root / "provenance/records.jsonl")} | |
| ledger_raw = (root / "provenance/source-ledger.jsonl").read_bytes() | |
| assert digest(ledger_raw) == manifest["source_ledger_sha256"] | |
| chain = read_rows(root / "provenance/source-ledger.jsonl") | |
| previous, ledger = "0" * 64, {} | |
| for i, row in enumerate(chain, 1): | |
| assert row["prev"] == previous and row["record_id"] not in ledger | |
| assert digest((row["record_sha256"] + row["tools_sha256"] + row["trace_sha256"] + previous).encode()) == row["entry"] | |
| previous = row["entry"] | |
| ledger[row["record_id"]] = (i,row) | |
| assert previous == manifest["source_ledger_head"] and len(chain) == manifest["source_ledger_entries"] | |
| for rid, source in provenance.items(): | |
| assert (source["ledger_line"],source["ledger"]) == ledger[rid] | |
| assert source["release_license"] == "mit" | |
| claim_index = {} | |
| for row in data["claims"]: | |
| key = row["record_id"], row["claim_id"] | |
| assert key not in claim_index and row["id"] == ":".join(key) | |
| claim = json.loads(row["claim_json"]) | |
| confidence = json.loads(row["source_confidence_json"]) | |
| assert claim["verdict"] == row["verdict"] == "passed" | |
| assert confidence["context_eligible"] and not confidence["issues"] and confidence["prediction_timing"] != "fail" | |
| assert all(s["verdict"] == "passed" and not s["quarantined"] for s in confidence["sources"]) | |
| assert row["statement"] == claim["statement"] and row["value_json"] == json.dumps(claim.get("value"),sort_keys=True,separators=(",",":")) | |
| assert row["license"] == "mit" and row["creator"] == "ChemBricks" | |
| assert row["source_capture_id"] == provenance[row["record_id"]]["ledger"]["tools_sha256"] | |
| for ref in references([claim, confidence]): | |
| source = by_call[(row["source_capture_id"], ref["request_id"])] | |
| pointer(source["response"], ref["path"]) | |
| claim_index[key] = row | |
| seen = set() | |
| for row in data["records"]: | |
| rid = row["record_id"] | |
| assert rid not in seen | |
| seen.add(rid) | |
| source = provenance[rid] | |
| assert source["full_record_eligible"] and source["ledger"]["record_sha256"] == row["source_record_sha256"] | |
| assert digest(row["trace_markdown"].encode()) == source["ledger"]["trace_sha256"] == row["source_trace_sha256"] | |
| assert row["source_capture_id"] == source["ledger"]["tools_sha256"] | |
| assert row["license"] == "mit" and row["creator"] == "ChemBricks" | |
| claims = json.loads(row["claims_json"]) | |
| assert len(claims) == row["claims_count"] | |
| assert json.loads(row["validation_gates_json"])["G6"] == "pass" | |
| for claim in claims: | |
| exported = claim_index[(rid,claim["id"])] | |
| assert exported["full_record_eligible"] and json.loads(exported["claim_json"]) == claim | |
| confidence = json.loads(row["source_confidence_json"]) | |
| assert all(item["context_eligible"] for item in confidence.values()) | |
| assert all(row["full_record_eligible"] == (row["record_id"] in seen) for row in data["claims"]) | |
| card = (root / "README.md").read_text() | |
| metadata = json.loads(card.split("---",2)[1]) | |
| assert metadata["license"] == "mit" and metadata["language"] == ["en"] | |
| assert {c["config_name"] for c in metadata["configs"]} == set(data) | |
| for config in metadata["configs"]: | |
| assert config["data_files"] == [{"split":"corpus","path":"data/" + config["config_name"] + ".jsonl"}] | |
| assert "assets/knowledge-path.svg" in card and "https://chembricks.ai" in card and "https://cmbx.ai" in card | |
| assert "MIT License" in (root / "LICENSE").read_text() | |
| print(json.dumps({"status":"pass","records":len(data["records"]),"claims":len(data["claims"]),"evidence_rows":len(data["evidence"]),"files":len(manifest["files"])})) | |
| return manifest | |
| if __name__ == "__main__": | |
| parser = argparse.ArgumentParser(description=__doc__) | |
| parser.add_argument("--seal", action="store_true") | |
| args = parser.parse_args() | |
| if args.seal: | |
| seal() | |
| verify() | |