Download code/dataloader/_provenance.py from DeepAuto-AI/MacroLens: direct link, hf CLI and curl.
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| """SHA256 helpers for canonical-indices cache invalidation + result-record | |
| provenance. Computing the digest of every upstream parquet a loader reads, | |
| embedded into ``meta.attrs["data_sha256"]``, makes silent dataset drift | |
| detectable: if a panel parquet mutates, the canonical-indices cache key | |
| changes and any downstream ``RunRecord`` carries a different hash. | |
| """ | |
| from __future__ import annotations | |
| import hashlib | |
| from pathlib import Path | |
| _BUF_SIZE = 1 << 20 # 1 MB | |
| def sha256_file(path: str | Path) -> str: | |
| """Return the hex SHA-256 of ``path`` (full file).""" | |
| p = Path(path) | |
| if not p.exists(): | |
| raise FileNotFoundError(f"sha256_file: {p} does not exist") | |
| h = hashlib.sha256() | |
| with p.open("rb") as fh: | |
| while chunk := fh.read(_BUF_SIZE): | |
| h.update(chunk) | |
| return h.hexdigest() | |
| def sha256_dataset(paths: list[str | Path]) -> dict[str, str]: | |
| """Return ``{path_str: sha256}`` for every existing path in ``paths``.""" | |
| return {str(Path(p)): sha256_file(p) for p in paths} | |
| def sha256_combined(paths: list[str | Path]) -> str: | |
| """Return a single hex digest combining every file in ``paths``. | |
| Used as a cache-key suffix for canonical-indices: if ANY upstream | |
| parquet mutates, the suffix changes and the cache regenerates. | |
| """ | |
| h = hashlib.sha256() | |
| for p in sorted(str(Path(x)) for x in paths): | |
| sub = sha256_file(p).encode() | |
| h.update(p.encode() + b":" + sub + b"\n") | |
| return h.hexdigest()[:16] | |