Download scripts/extract_annotations.py from Kangverse/Sekai2_Real_World: direct link, hf CLI and curl.
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- Download file 1.6 kB
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https://huggingface.co/datasets/Kangverse/Sekai2_Real_World/resolve/main/scripts/extract_annotations.py
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hf download hf://datasets/Kangverse/Sekai2_Real_World/scripts/extract_annotations.py
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curl -L -o extract_annotations.py https://huggingface.co/datasets/Kangverse/Sekai2_Real_World/resolve/main/scripts/extract_annotations.py
1.6 kB
| #!/usr/bin/env python3 | |
| """Extract the pose/caption pair for one clip from a release tar shard.""" | |
| from __future__ import annotations | |
| import argparse | |
| import csv | |
| import shutil | |
| import tarfile | |
| from pathlib import Path | |
| def main() -> int: | |
| parser = argparse.ArgumentParser(description=__doc__) | |
| parser.add_argument("manifest", type=Path) | |
| parser.add_argument("--repo-root", type=Path, required=True) | |
| parser.add_argument("--clip-id", required=True) | |
| parser.add_argument("--output-dir", type=Path, required=True) | |
| args = parser.parse_args() | |
| matches = [] | |
| with args.manifest.open(encoding="utf-8-sig", newline="") as handle: | |
| for row in csv.DictReader(handle): | |
| if row["clip_id"] == args.clip_id: | |
| matches.append(row) | |
| if len(matches) != 1: | |
| raise RuntimeError(f"expected one row for {args.clip_id!r}, got {len(matches)}") | |
| row = matches[0] | |
| shard = args.repo_root / row["annotation_shard"] | |
| args.output_dir.mkdir(parents=True, exist_ok=True) | |
| with tarfile.open(shard, "r") as archive: | |
| for column in ("pose_path", "caption_path"): | |
| member_name = row[column].split("::", 1)[1] | |
| source = archive.extractfile(member_name) | |
| if source is None: | |
| raise RuntimeError(f"missing {member_name!r} in {shard}") | |
| destination = args.output_dir / Path(member_name).name | |
| with destination.open("wb") as handle: | |
| shutil.copyfileobj(source, handle) | |
| print(destination) | |
| return 0 | |
| if __name__ == "__main__": | |
| raise SystemExit(main()) | |