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Download src/explicit_learning/manifests.py from sungguk/visual-answerability: direct link, hf CLI and curl.
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https://huggingface.co/datasets/sungguk/visual-answerability/resolve/main/src/explicit_learning/manifests.py
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6.49 kB
| """Builders for stage, resource-snapshot, and dataset manifests. | |
| Every stage output carries ``input_manifest_sha256``, ``code_commit``, | |
| ``config_sha256``, and ``created_at`` so that an artifact can be traced to the | |
| exact code, config, and upstream inputs that produced it (``docs/02_DATA_PIPELINE.md`` | |
| section 1). Image paths are stored relative to the manifest so outputs reproduce | |
| across mounts. | |
| """ | |
| from __future__ import annotations | |
| from collections.abc import Iterable | |
| from dataclasses import dataclass | |
| from pathlib import Path | |
| from typing import Any | |
| from .atomic_io import atomic_write_json, count_jsonl, read_jsonl | |
| from .hashing import join_manifest_sha256, sha256_file, sha256_text | |
| # Reserved provenance keys present on every stage manifest. | |
| STAGE_PROVENANCE_KEYS = ( | |
| "input_manifest_sha256", | |
| "code_commit", | |
| "config_sha256", | |
| "created_at", | |
| ) | |
| def stage_manifest( | |
| *, | |
| stage: str, | |
| input_manifest_sha256: str | None, | |
| code_commit: str, | |
| config_sha256: str, | |
| created_at: str, | |
| renderer_version: str | None = None, | |
| answer_normalizer_version: str | None = None, | |
| extra: dict[str, Any] | None = None, | |
| ) -> dict[str, Any]: | |
| """Build a stage manifest record with required provenance fields. | |
| ``created_at`` must be supplied by the caller (RFC 3339, UTC preferred) so | |
| that the pipeline stays deterministic and never relies on wall-clock time | |
| inside a reproducible stage. | |
| """ | |
| record: dict[str, Any] = { | |
| "stage": stage, | |
| "input_manifest_sha256": input_manifest_sha256, | |
| "code_commit": code_commit, | |
| "config_sha256": config_sha256, | |
| "created_at": created_at, | |
| } | |
| if renderer_version is not None: | |
| record["renderer_version"] = renderer_version | |
| if answer_normalizer_version is not None: | |
| record["answer_normalizer_version"] = answer_normalizer_version | |
| if extra: | |
| for key, value in extra.items(): | |
| if key in STAGE_PROVENANCE_KEYS: | |
| raise ValueError(f"extra manifest key collides with reserved key {key!r}") | |
| record[key] = value | |
| return record | |
| def input_manifest_hash_from_paths(paths: Iterable[str | Path]) -> str: | |
| """Hash an ordered set of input artifact files by their per-file SHA-256.""" | |
| return join_manifest_sha256(sha256_file(path) for path in paths) | |
| def input_manifest_hash_from_jsonl(path: str | Path) -> str: | |
| """Fold every row's ``sha256``/``base_id`` field of a JSONL file into one hash.""" | |
| digests: list[str] = [] | |
| for row in read_jsonl(path): | |
| digest = row.get("sha256") or row.get("base_id") or row.get("group_id") | |
| if digest is None: | |
| raise ValueError(f"row in {path} has no sha256/base_id/group_id field") | |
| digests.append(str(digest)) | |
| return join_manifest_sha256(digests) | |
| class FileEntry: | |
| relative_path: str | |
| size: int | |
| sha256: str | |
| def snapshot_file_tree(root: str | Path) -> list[FileEntry]: | |
| """Return ``{relative_path, size, sha256}`` for every regular file under ``root``. | |
| Symlinks are resolved to their target's content. Entries are sorted by | |
| relative path so the snapshot is deterministic. | |
| """ | |
| root_path = Path(root) | |
| entries: list[FileEntry] = [] | |
| if not root_path.exists(): | |
| return entries | |
| for path in sorted(root_path.rglob("*")): | |
| if not path.is_file(): | |
| continue | |
| if path.is_symlink(): | |
| target = path.resolve() | |
| if not target.is_file(): | |
| continue | |
| relative = path.relative_to(root_path).as_posix() | |
| entries.append( | |
| FileEntry( | |
| relative_path=relative, | |
| size=path.stat().st_size, | |
| sha256=sha256_file(path), | |
| ) | |
| ) | |
| return entries | |
| def resource_snapshot_row( | |
| *, | |
| logical_name: str, | |
| repo_id: str, | |
| requested_revision: str, | |
| resolved_commit: str, | |
| local_path: str, | |
| downloaded_at: str, | |
| file_count: int, | |
| total_bytes: int, | |
| manifest_sha256: str, | |
| kind: str = "model", | |
| ) -> dict[str, Any]: | |
| """Build one ``resource_snapshot.jsonl`` row (``docs/01_RESOURCE_CATALOG.md`` §7).""" | |
| if resolved_commit != requested_revision: | |
| raise ValueError( | |
| f"resolved commit {resolved_commit} != requested {requested_revision} " | |
| f"for {logical_name}; this is a preflight failure" | |
| ) | |
| return { | |
| "logical_name": logical_name, | |
| "kind": kind, | |
| "repo_id": repo_id, | |
| "requested_revision": requested_revision, | |
| "resolved_commit": resolved_commit, | |
| "local_path": local_path, | |
| "downloaded_at": downloaded_at, | |
| "file_count": file_count, | |
| "total_bytes": total_bytes, | |
| "manifest_sha256": manifest_sha256, | |
| } | |
| def file_tree_manifest_sha256(entries: Iterable[FileEntry]) -> str: | |
| """SHA-256 of the canonical ``relative_path\0size\0sha256`` list (sorted).""" | |
| payload = "".join( | |
| f"{e.relative_path}\0{e.size}\0{e.sha256}\n" | |
| for e in sorted(entries, key=lambda e: e.relative_path) | |
| ) | |
| return sha256_text(payload) | |
| def artifact_manifest_sha256(path: str | Path) -> str: | |
| """Hash one file by bytes or one directory by its deterministic file tree.""" | |
| source = Path(path) | |
| if source.is_file(): | |
| return sha256_file(source) | |
| if source.is_dir(): | |
| return file_tree_manifest_sha256(snapshot_file_tree(source)) | |
| raise FileNotFoundError(f"artifact does not exist: {source}") | |
| def build_dataset_manifest( | |
| *, | |
| dataset_name: str, | |
| items_path: str | Path, | |
| extra: dict[str, Any] | None = None, | |
| ) -> dict[str, Any]: | |
| """Build a ``<dataset_name>.manifest.json`` summarizing a normalized JSONL file.""" | |
| items_path = Path(items_path) | |
| record: dict[str, Any] = { | |
| "dataset_name": dataset_name, | |
| "items_path": items_path.name, | |
| "row_count": count_jsonl(items_path), | |
| "items_sha256": sha256_file(items_path), | |
| } | |
| if extra: | |
| record.update(extra) | |
| return record | |
| def write_dataset_manifest( | |
| *, | |
| output_path: str | Path, | |
| dataset_name: str, | |
| items_path: str | Path, | |
| extra: dict[str, Any] | None = None, | |
| ) -> dict[str, Any]: | |
| """Build and atomically write a dataset manifest, returning the record.""" | |
| record = build_dataset_manifest(dataset_name=dataset_name, items_path=items_path, extra=extra) | |
| atomic_write_json(output_path, record) | |
| return record | |