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Download scripts/push_to_hub.py from AIMS-RAIL/RAIL: direct link, hf CLI and curl.
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- Download file 5.69 kB
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https://huggingface.co/datasets/AIMS-RAIL/RAIL/resolve/main/scripts/push_to_hub.py
- Command line
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hf download hf://datasets/AIMS-RAIL/RAIL/scripts/push_to_hub.py
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curl -L -o push_to_hub.py https://huggingface.co/datasets/AIMS-RAIL/RAIL/resolve/main/scripts/push_to_hub.py
5.69 kB
| #!/usr/bin/env python3 | |
| """Publish this repository to the Hugging Face dataset repo through one pull request. | |
| The release is the git-tracked tree (data/, audio/, eval/, scripts/, metadata.json, | |
| build_report.json) plus the dataset card written by build_rail_v2.py (README.md with the | |
| Hub `configs` / `dataset_info` metadata that the Dataset Viewer reads). Files on the Hub that | |
| are not part of the release are deleted. All changes go to a single PR in several commits; | |
| with --merge the PR is merged after its file list is checked, so `main` switches in one step. | |
| python scripts/push_to_hub.py --card /path/to/release/README.md --dry-run | |
| python scripts/push_to_hub.py --card /path/to/release/README.md --tag-current v1.0 --merge | |
| Uses the login from `hf auth login` (or HF_TOKEN). | |
| """ | |
| from __future__ import annotations | |
| import argparse | |
| import subprocess | |
| import sys | |
| from pathlib import Path | |
| from typing import Dict, List | |
| REPO_ROOT = Path(__file__).resolve().parents[1] | |
| SKIP = {"README.md", ".gitignore", ".gitattributes"} # README comes from --card; .gitattributes is Hub-managed | |
| def release_files(card: Path) -> Dict[str, Path]: | |
| tracked = subprocess.run(["git", "-C", str(REPO_ROOT), "ls-files"], capture_output=True, text=True, | |
| check=True).stdout.splitlines() | |
| files = {p: REPO_ROOT / p for p in tracked if p not in SKIP} | |
| files["README.md"] = card | |
| missing = [p for p, f in files.items() if not f.is_file()] | |
| if missing: | |
| raise SystemExit(f"{len(missing)} release files missing locally, e.g. {missing[:3]}") | |
| return files | |
| def chunks(items: List, size: int): | |
| for i in range(0, len(items), size): | |
| yield items[i:i + size] | |
| def main() -> None: | |
| ap = argparse.ArgumentParser(description=__doc__, formatter_class=argparse.RawDescriptionHelpFormatter) | |
| ap.add_argument("--repo", default="AIMS-RAIL/RAIL") | |
| ap.add_argument("--card", type=Path, required=True, help="dataset card (README.md) from build_rail_v2.py") | |
| ap.add_argument("--tag-current", default=None, help="tag the Hub's current main before the update, e.g. v1.0") | |
| ap.add_argument("--chunk", type=int, default=1000, help="files per commit") | |
| ap.add_argument("--merge", action="store_true", help="merge the PR after checking its file list") | |
| ap.add_argument("--dry-run", action="store_true") | |
| args = ap.parse_args() | |
| from huggingface_hub import CommitOperationAdd, CommitOperationDelete, HfApi | |
| api = HfApi() | |
| files = release_files(args.card.resolve()) | |
| info = api.dataset_info(args.repo) | |
| remote = set(api.list_repo_files(args.repo, repo_type="dataset")) | |
| stale = sorted(f for f in remote if f not in files and f != ".gitattributes") | |
| stale_dirs = sorted({f.split("/", 1)[0] + "/" for f in stale if "/" in f}) | |
| stale_root = [f for f in stale if "/" not in f] | |
| small = sorted(p for p in files if not p.startswith("audio/")) | |
| audio = sorted(p for p in files if p.startswith("audio/")) | |
| print(f"hub main {info.sha[:12]}: {len(remote)} files; release: {len(files)} files " | |
| f"({len(small)} text/code, {len(audio)} audio); remove {len(stale)} files " | |
| f"(folders {stale_dirs}, root files {stale_root})") | |
| plan = [("remove files that are not part of the release", | |
| [CommitOperationDelete(d, is_folder=True) for d in stale_dirs] | |
| + [CommitOperationDelete(f) for f in stale_root])] | |
| plan.append(("add manifests, dataset card, metadata and code", | |
| [CommitOperationAdd(p, str(files[p])) for p in small])) | |
| for i, part in enumerate(chunks(audio, args.chunk), 1): | |
| plan.append((f"add audio ({i}/{-(-len(audio) // args.chunk)})", | |
| [CommitOperationAdd(p, str(files[p])) for p in part])) | |
| for msg, ops in plan: | |
| print(f" commit: {msg} [{len(ops)} operations]") | |
| if args.dry_run: | |
| return | |
| print("logged in as", api.whoami()["name"]) | |
| if args.tag_current: | |
| tags = {t.name for t in api.list_repo_refs(args.repo, repo_type="dataset").tags} | |
| if args.tag_current not in tags: | |
| api.create_tag(args.repo, tag=args.tag_current, revision=info.sha, repo_type="dataset", | |
| tag_message=f"Release before the v2 re-organisation ({info.sha[:12]})") | |
| print(f"tagged {info.sha[:12]} as {args.tag_current}") | |
| pr_num = None | |
| revision = None | |
| for msg, ops in plan: | |
| if not ops: | |
| continue | |
| res = api.create_commit(args.repo, operations=ops, commit_message=msg, repo_type="dataset", | |
| revision=revision, create_pr=pr_num is None, | |
| commit_description="RAIL v2: files organised by the paper's taxonomy." if pr_num is None else None) | |
| if pr_num is None: | |
| pr_num = res.pr_num | |
| revision = f"refs/pr/{pr_num}" | |
| print(f"opened PR #{pr_num}: {res.pr_url}") | |
| print(f" committed: {msg}") | |
| on_pr = set(api.list_repo_files(args.repo, repo_type="dataset", revision=revision)) | |
| missing = set(files) - on_pr | |
| extra = on_pr - set(files) - {".gitattributes"} | |
| print(f"PR #{pr_num}: {len(on_pr)} files; missing {len(missing)}, unexpected {len(extra)}") | |
| if missing or extra: | |
| print("not merging; missing e.g.", sorted(missing)[:5], "unexpected e.g.", sorted(extra)[:5]) | |
| sys.exit(1) | |
| if args.merge: | |
| api.merge_pull_request(args.repo, pr_num, repo_type="dataset", | |
| comment="Merge RAIL v2 (files checked against the release).") | |
| print(f"merged PR #{pr_num}; main is now {api.dataset_info(args.repo).sha[:12]}") | |
| if __name__ == "__main__": | |
| main() | |