| --- |
| license: mit |
| task_categories: |
| - text-generation |
| language: |
| - en |
| tags: |
| - code |
| - deprecated-api |
| size_categories: |
| - 10K<n<100K |
| --- |
| |
| # Deprecated-API Code Generation Benchmark |
|
|
| Python functions mined from open-source repositories, each anchored on a library |
| API that has since been deprecated or replaced. Used to test whether a code LLM |
| still emits the outdated API, and to build forget / test splits per model. |
|
|
| ## Structure |
|
|
| ``` |
| outdated_all.json # O — samples calling the deprecated API |
| uptodated_all.json # U — samples calling the replacement API |
| <model>/ # codegen | codellama | deepseek | starcoder |
| ├── updated_dep.json # samples of U where this model still emits the OLD API |
| ├── D_forget.json # O + half of updated_dep |
| ├── D_test.json # U minus that same half |
| ├── D_test_U_dep.json # part of D_test that is in updated_dep |
| └── D_test_U_nondep.json # the rest of D_test |
| ``` |
|
|
| `O` and `U` are disjoint. `updated_dep.json` is model-specific and is a subset of |
| `U`: half of it goes into `D_forget`, the other half stays in `D_test` and is |
| exactly `D_test_U_dep`. So `D_forget ∩ D_test = ∅` and |
| `D_test_U_dep + D_test_U_nondep = D_test`. |
|
|
| ## Counts |
|
|
| | | records | |
| |---|---:| |
| | `outdated_all.json` (O) | 9,087 | |
| | `uptodated_all.json` (U) | 18,340 | |
|
|
| | Model | `updated_dep` | `D_forget` | `D_test` | `D_test_U_dep` | `D_test_U_nondep` | |
| |---|---:|---:|---:|---:|---:| |
| | codegen | 3,314 | 10,744 | 16,683 | 1,657 | 15,026 | |
| | codellama | 2,619 | 10,396 | 17,031 | 1,310 | 15,721 | |
| | deepseek | 1,161 | 9,667 | 17,760 | 581 | 17,179 | |
| | starcoder | 2,963 | 10,568 | 16,859 | 1,482 | 15,377 | |
|
|
