| | --- |
| | dataset_info: |
| | features: |
| | - name: instance_id |
| | dtype: string |
| | - name: repo |
| | dtype: string |
| | - name: base_commit |
| | dtype: string |
| | - name: patch |
| | dtype: string |
| | - name: language |
| | dtype: string |
| | - name: non_code_patch |
| | dtype: string |
| | - name: test_patch |
| | dtype: string |
| | - name: created_at |
| | dtype: string |
| | - name: problem_statement |
| | dtype: string |
| | - name: hints_text |
| | dtype: string |
| | - name: version |
| | dtype: string |
| | - name: environment_setup_commit |
| | dtype: string |
| | - name: FAIL_TO_PASS |
| | dtype: string |
| | - name: PASS_TO_PASS |
| | dtype: string |
| | - name: FAIL_TO_FAIL |
| | dtype: string |
| | - name: license |
| | struct: |
| | - name: key |
| | dtype: string |
| | - name: name |
| | dtype: string |
| | - name: spdx_id |
| | dtype: string |
| | - name: url |
| | dtype: string |
| | splits: |
| | - name: train |
| | num_bytes: 90174137 |
| | num_examples: 1000 |
| | download_size: 30015778 |
| | dataset_size: 90174137 |
| | configs: |
| | - config_name: default |
| | data_files: |
| | - split: train |
| | path: data/train-* |
| | --- |
| | # **Codeset-Gym-Python** |
| |
|
| | A gym for training code agents resolve real-world software issues. This version contains issues from Python repositories. |
| |
|
| | --- |
| |
|
| | ## Dataset Structure |
| | | Column | Type | Description | |
| | |-----|------|-------------| |
| | | `instance_id` | `str` | Formatted as `owner__repo-issueNumber` (e.g. `psf__requests-6091`) | |
| | | `repo` | `str` | `owner/repo` | |
| | | `patch` | `str` | Source-code diff that resolves the issue *(tests omitted)* | |
| | | `test_patch` | `str` | Diff of test files added/changed by the issue resolving commit | |
| | | `base_commit` | `str` | Commit hash *before* the issue resolution | |
| | | `environment_setup_commit` | `str` | Commit hash of the resolved version, from which the environment was built | |
| | | `created_at` | `str` | ISO timestamp of the issue resolving commit | |
| | | `problem_statement` | `str` | Issue title + body | |
| | | `hints_text` | `str` | Concatenated Issue comments prior to the patch | |
| | | `version` | `str` | Environment version tags | |
| | | `FAIL_TO_PASS` | `List[str]` | A json list of strings that represent the set of tests resolved by the PR and tied to the issue resolution. | |
| | | `PASS_TO_PASS` | `List[str]` | A json list of strings that represent tests that should pass before and after the PR application. | |
| | --- |
| |
|
| | ## Usage |
| |
|
| | ```python |
| | from datasets import load_dataset |
| | |
| | ds = load_dataset("codeset/codeset-gym-python", split="train") |
| | |
| | sample = ds[0] |
| | print(sample["problem_statement"]) |
| | print(sample["patch"]) |
| | ``` |
| |
|
| | The dataset ships as a single `train` split. |
| |
|
| | --- |
| |
|
| | Built by [Codeset](https://codeset.ai/) |
| |
|