| --- |
| 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/) |
|
|