Add fix_dataset.py utility script
Browse files- fix_dataset.py +96 -0
fix_dataset.py
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#!/usr/bin/env -S uv run
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# /// script
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# requires-python = ">=3.10"
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# dependencies = [
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# "datasets",
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# "huggingface_hub",
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# ]
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# ///
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"""
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Fix dataset by deleting a split with mismatched schema and re-pushing.
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Usage:
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uv run fix_dataset.py --repo evalstate/mcp-clients --split deduplicated
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"""
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import argparse
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import sys
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from datasets import load_dataset
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from huggingface_hub import HfApi
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def main():
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parser = argparse.ArgumentParser(description="Delete and recreate a dataset split")
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parser.add_argument("--repo", required=True, help="Repository ID")
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parser.add_argument("--split", required=True, help="Split name to fix")
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parser.add_argument("--token", default=None, help="HF token")
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args = parser.parse_args()
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api = HfApi(token=args.token)
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# Try to get the current repo info
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try:
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repo_info = api.repo_info(args.repo, repo_type="dataset")
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print(f"Found repo: {args.repo}", file=sys.stderr)
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except Exception as e:
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print(f"Repo not found or error: {e}", file=sys.stderr)
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sys.exit(1)
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# The datasets library doesn't have a direct delete split API
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# But we can use the deletion parameter in push_to_hub
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# First, let's try to get the existing dataset and see what splits exist
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try:
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ds = load_dataset(args.repo)
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print(f"Existing splits: {list(ds.keys())}", file=sys.stderr)
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except Exception as e:
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print(f"Could not load dataset: {e}", file=sys.stderr)
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sys.exit(1)
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if args.split not in ds:
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print(f"Split '{args.split}' not found in dataset", file=sys.stderr)
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sys.exit(1)
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# Delete the split by not including it in the push
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# But first we need to save without that split and re-push
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print(f"Deleting split '{args.split}'...", file=sys.stderr)
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# Use the deletions parameter to remove the split
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try:
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# Get all other splits
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other_splits = {k: v for k, v in ds.items() if k != args.split}
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if other_splits:
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print(f"Pushing without '{args.split}' split...", file=sys.stderr)
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# Push only the other splits
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other_splits['_all'] = other_splits.pop(list(other_splits.keys())[0])
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# Actually, the easiest way is to use hf CLI to delete files
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# Let's find the parquet file for this split
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print(f"Checking for split files to delete...", file=sys.stderr)
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# List all files in the repo
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repo_files = api.list_repo_files(args.repo, repo_type="dataset")
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split_files = [f for f in repo_files if f.startswith(f"data/{args.split}-") or f"split_{args.split}" in f]
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print(f"Files to delete for split '{args.split}': {split_files}", file=sys.stderr)
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if split_files:
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print(f"Deleting {len(split_files)} files...", file=sys.stderr)
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for f in split_files:
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print(f" Deleting: {f}", file=sys.stderr)
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api.delete_file(f, args.repo, repo_type="dataset")
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print("Files deleted. You'll need to re-push the split with correct schema.", file=sys.stderr)
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else:
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print("No split files found to delete", file=sys.stderr)
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except Exception as e:
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print(f"Error: {e}", file=sys.stderr)
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sys.exit(1)
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print("Done! Re-run the dedup script to create the split with correct schema.", file=sys.stderr)
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if __name__ == "__main__":
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main()
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