| --- |
| configs: |
| - config_name: default |
| data_files: |
| - split: train |
| path: data/train-* |
| - split: test |
| path: data/test-* |
| dataset_info: |
| features: |
| - name: code |
| dtype: string |
| - name: code_codestyle |
| dtype: int64 |
| - name: style_context |
| dtype: string |
| - name: style_context_codestyle |
| dtype: int64 |
| - name: label |
| dtype: int64 |
| splits: |
| - name: train |
| num_bytes: 1784386100 |
| num_examples: 153991 |
| - name: test |
| num_bytes: 323920285 |
| num_examples: 28193 |
| download_size: 320183832 |
| dataset_size: 2108306385 |
| license: mit |
| tags: |
| - python |
| - code-style |
| - single |
| size_categories: |
| - 100K<n<1M |
| --- |
| # Dataset Card for "python_codestyles-single-500" |
| |
| This dataset contains negative and positive examples with python code of compliance with a code style. A positive |
| example represents compliance with the code style (label is 1). Each example is composed of two components, the first |
| component consists of a code that either conforms to the code style or violates it and the second component |
| corresponding to an example code that already conforms to a code style. In total, the dataset contains `500` completely |
| different code styles. The code styles differ in exactly one codestyle rule, which is called a `single` codestyle |
| dataset variant. The dataset consists of a training and test group, with none of the code styles overlapping between |
| groups. In addition, both groups contain completely different underlying codes. |
| |
| The examples contain source code from the following repositories: |
| |
| | repository | tag or commit | |
| |:-----------------------------------------------------------------------:|:----------------------------------------:| |
| | [TheAlgorithms/Python](https://github.com/TheAlgorithms/Python) | f614ed72170011d2d439f7901e1c8daa7deac8c4 | |
| | [huggingface/transformers](https://github.com/huggingface/transformers) | v4.31.0 | |
| | [huggingface/datasets](https://github.com/huggingface/datasets) | 2.13.1 | |
| | [huggingface/diffusers](https://github.com/huggingface/diffusers) | v0.18.2 | |
| | [huggingface/accelerate](https://github.com/huggingface/accelerate) | v0.21.0 | |
| |
| You can find the corresponding code styles of the examples in the file [additional_data.json](additional_data.json). |
| The code styles in the file are split by training and test group and the index corresponds to the class for the |
| columns `code_codestyle` and `style_context_codestyle` in the dataset. |
|
|
| There are 182.184 samples in total and 91.084 positive and 91.100 negative samples. |
