|
|
--- |
|
|
dataset_info: |
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features: |
|
|
- name: instance_id |
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|
dtype: string |
|
|
- name: repo |
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|
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 |
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|
data_files: |
|
|
- split: train |
|
|
path: data/train-* |
|
|
--- |
|
|
# **Codeset-Gym-Python** |
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A gym for training code agents resolve real-world software issues. This version contains issues from Python repositories. |
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|
|
--- |
|
|
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|
|
## Dataset Structure |
|
|
| Column | Type | Description | |
|
|
|-----|------|-------------| |
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|
| `instance_id` | `str` | Formatted as `owner__repo-issueNumber` (e.g. `psf__requests-6091`) | |
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| `repo` | `str` | `owner/repo` | |
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|
| `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. | |
|
|
--- |
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|
|
## Usage |
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|
|
```python |
|
|
from datasets import load_dataset |
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|
|
ds = load_dataset("codeset/codeset-gym-python", split="train") |
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|
|
sample = ds[0] |
|
|
print(sample["problem_statement"]) |
|
|
print(sample["patch"]) |
|
|
``` |
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|
The dataset ships as a single `train` split. |
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--- |
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Built by [Codeset](https://codeset.ai/) |
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