| --- |
| license: other |
| license_name: csil-3.0 |
| license_link: https://catqualia.com/licensing |
| language: |
| - en |
| tags: |
| - code-quality |
| - code-review |
| - static-analysis |
| - repair |
| - sft |
| pretty_name: CatQualia code-quality corpus — semantic smell classes with before/after fixes |
| size_categories: |
| - 10K<n<100K |
| configs: |
| - config_name: default |
| data_files: |
| - split: train |
| path: data.jsonl |
| --- |
| |
| # CatQualia code-quality corpus — semantic smell classes with before/after fixes |
|
|
| **39,383 rows** · 25,541,792 bytes · JSON Lines, one object per line. |
|
|
| ## What this is |
|
|
| Real code smells paired with the fix: a `smell_class` that names the semantic problem (not just the syntax), the original lines, the corrected lines, the file and line it came from, and a rationale explaining why the original was wrong. Useful for code-review or repair training where the label has to say *what* is wrong rather than merely flagging a line. |
|
|
| ## Schema |
|
|
| Fields of the first record, read from the file in this repository: |
|
|
| | Field | Type | |
| |---|---| |
| | `id` | `str` | |
| | `smell_class` | `str` | |
| | `severity` | `str` | |
| | `file` | `str` | |
| | `line_before` | `int` | |
| | `before` | `str` | |
| | `after` | `str` | |
| | `rationale` | `str` | |
| | `grade` | `str` | |
| | `provenance` | `str` | |
| | `consumer` | `str` | |
|
|
| ## Measured |
|
|
| | Property | Value | |
| |---|---| |
| | Rows | 39,383 | |
| | Bytes | 25,541,792 | |
| | Distinct top-level fields | 11 | |
|
|
| The row count was measured with `wc -l` against the file staged here, not against a |
| source copy. |
|
|
| ## How it was produced |
|
|
| By the author's own generation pipeline: candidate rows are produced from seed material, |
| graded, and the survivors assembled. Several fields (notably `grade` and any |
| `alien_or_typical` judgement) are the pipeline's own assessment, not an external label. |
| The method is described at <https://catqualia.com/forest>. |
|
|
| ## Known limitations |
|
|
| - **Synthetic and self-graded.** `grade`, `alien_or_typical` and `failure_class` come from |
| the generating pipeline. They are not human-annotated ground truth. |
| - **Generated at scale.** Volume is not evidence of quality; a large fraction of rows may be |
| unremarkable. |
| - **English only.** |
| - **Provenance of individual rows varies** and is recorded per row where the pipeline |
| captured it. |
| - **Not peer-reviewed, not independently evaluated.** |
|
|
| ## Licence |
|
|
| CatQualia Structural Isomorphism License (CSIL) v3.0 — attribution: |
| Christopher Betances, catqualia.com. Non-commercial use is free with |
| attribution; commercial use requires a commercial licence. Full text: LICENSE |
| in this repository and catqualia.com/licensing |
|
|
