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Download scripts/materialize_acquisition.py from SeanWan05/MolAS-Active-Learning: direct link, hf CLI and curl.
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- Download file 3.15 kB
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https://huggingface.co/datasets/SeanWan05/MolAS-Active-Learning/resolve/main/scripts/materialize_acquisition.py
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hf download hf://datasets/SeanWan05/MolAS-Active-Learning/scripts/materialize_acquisition.py
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curl -L -o materialize_acquisition.py https://huggingface.co/datasets/SeanWan05/MolAS-Active-Learning/resolve/main/scripts/materialize_acquisition.py
3.15 kB
| #!/usr/bin/env python3 | |
| """Materialize original CSVs for the recovered analysis notebooks; no experiments. | |
| Default: estimate only. --write requires a new or empty destination. Seed 0 | |
| is the paper's downstream archive; all three acquisition seeds are available. | |
| """ | |
| import argparse | |
| import collections | |
| import gzip | |
| import hashlib | |
| import json | |
| from pathlib import Path | |
| import tarfile | |
| from read_acquisition_artifact import METHODS, git_blob_id | |
| def main(): | |
| p = argparse.ArgumentParser(description=__doc__) | |
| p.add_argument("--root", type=Path, default=Path(__file__).resolve().parents[1]) | |
| p.add_argument("--destination", type=Path, required=True) | |
| p.add_argument("--methods", nargs="+", choices=METHODS, default=list(METHODS)) | |
| p.add_argument("--folds", nargs="+", type=int, choices=range(5), default=list(range(5))) | |
| p.add_argument("--seeds", nargs="+", type=int, choices=range(3), default=[0]) | |
| p.add_argument("--write", action="store_true") | |
| args = p.parse_args() | |
| groups = collections.defaultdict(list) | |
| with gzip.open(args.root / "provenance/pinned_acquisition_files.jsonl.gz", "rt") as f: | |
| for line in f: | |
| rec = json.loads(line) | |
| method, fold, seed = rec["path"].split("/")[:3] | |
| if method in args.methods and int(fold[4:]) in args.folds and int(seed[4:]) in args.seeds: | |
| groups[rec["archive"]].append(rec) | |
| rows = [r for group in groups.values() for r in group] | |
| print(json.dumps({"csv_files": len(rows), "expanded_bytes": sum(r["bytes"] for r in rows), | |
| "write_requested": args.write, "acquisition_seeds": args.seeds}, indent=2)) | |
| if not args.write: | |
| return | |
| dest = args.destination.resolve() | |
| if dest.exists() and any(dest.iterdir()): | |
| raise FileExistsError("Use a new or empty destination; existing files will not be overwritten.") | |
| dest.mkdir(parents=True, exist_ok=True) | |
| for archive, group in sorted(groups.items()): | |
| needed = {r["member"] for r in group} | |
| contents = {} | |
| with tarfile.open(args.root / archive, "r:xz") as tf: | |
| for item in tf: | |
| if item.name in needed: | |
| f = tf.extractfile(item) | |
| if f is None: | |
| raise ValueError("Expected a regular CSV member") | |
| contents[item.name] = f.read() | |
| for rec in group: | |
| raw = contents[rec["member"]] | |
| if rec.get("encoding") == "final_ledger_prefix": | |
| raw = b"".join(raw.splitlines(keepends=True)[:rec["data_rows"] + 1]) | |
| if git_blob_id(raw) != rec["git_blob"] or hashlib.sha256(raw).hexdigest() != rec["sha256"]: | |
| raise ValueError("Archive integrity mismatch: " + rec["path"]) | |
| target = dest / rec["path"] | |
| if not target.resolve().is_relative_to(dest): | |
| raise ValueError("Unsafe artifact path") | |
| target.parent.mkdir(parents=True, exist_ok=True) | |
| with target.open("xb") as f: | |
| f.write(raw) | |
| print("Materialized " + archive, flush=True) | |
| if __name__ == "__main__": | |
| main() | |