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README.md ADDED
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+ ---
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+ pretty_name: OpenHands Commit Noise Databases
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+ language:
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+ - en
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+ tags:
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+ - software-engineering
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+ - code-retrieval
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+ - faiss
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+ - sqlite
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+ ---
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+
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+ # OpenHands Commit Noise Databases
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+
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+ This dataset contains commit-retrieval databases for 12 SWE-bench repositories at five noise ratios: 0%, 25%, 50%, 75%, and 100%.
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+
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+ Each archive expands to `noise_NNN/<repository>/` directories containing:
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+
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+ - `commits.db`: SQLite commit records
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+ - `commits.faiss`: normalized inner-product FAISS index
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+ - `commits.meta.jsonl`: FAISS row-to-commit metadata
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+ - `commits.index_meta.json`: embedding and index configuration
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+
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+ The 0% archive is an exact file-level copy of the original database. The noisy datasets use deterministic nested selections with seed 42, so lower-ratio selections are subsets of higher-ratio selections. Of 644,099 planned noisy-field values, 175 generation gaps use the unchanged source field and are recorded in `source_fallbacks.json`.
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+
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+ The four generated ratios contain 323,850 commit rows each, including 322,072 indexed rows with a non-empty problem description. Embeddings use `BAAI/bge-large-en-v1.5` with dimension 1024, normalization enabled, and inner-product search.
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+
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+ Use `SHA256SUMS` to verify downloads. `database_validation_manifest.json` records exhaustive SQLite/JSON equality checks, FAISS counts, metadata checks, and database file hashes for the generated ratios. `noise_000_snapshot.json` records hashes for the original 0% files.
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+
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+ Extract an archive with:
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+
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+ ```bash
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+ tar --zstd -xf commit_databases_noise_000.tar.zst
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+ ```
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+ 31460796e45133c5694229808a4e9a6479616f8aa65b12998cf5d3fd8ac4dd1d commit_databases_noise_100.tar.zst
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