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--- |
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configs: |
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- config_name: default |
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data_files: |
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- split: train |
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path: data/train-* |
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- split: test |
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path: data/test-* |
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dataset_info: |
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features: |
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- name: code |
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dtype: string |
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- name: code_codestyle |
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dtype: int64 |
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- name: style_context |
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dtype: string |
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- name: style_context_codestyle |
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dtype: int64 |
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- name: label |
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dtype: int64 |
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splits: |
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- name: train |
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num_bytes: 1805574493 |
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num_examples: 153999 |
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- name: test |
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num_bytes: 329414314 |
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num_examples: 28199 |
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download_size: 334063771 |
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dataset_size: 2134988807 |
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license: mit |
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tags: |
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- python |
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- code-style |
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- random |
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size_categories: |
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- 100K<n<1M |
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--- |
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# Dataset Card for "python_codestyles-random-500" |
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This dataset contains negative and positive examples with python code of compliance with a code style. A positive |
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example represents compliance with the code style (label is 1). Each example is composed of two components, the first |
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component consists of a code that either conforms to the code style or violates it and the second component |
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corresponding to an example code that already conforms to a code style. In total, the dataset contains `500` completely |
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different code styles. The code styles differ in at least one codestyle rule, which is called a `random` codestyle |
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dataset variant. The dataset consists of a training and test group, with none of the code styles overlapping between |
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groups. In addition, both groups contain completely different underlying codes. |
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The examples contain source code from the following repositories: |
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| repository | tag or commit | |
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|:-----------------------------------------------------------------------:|:----------------------------------------:| |
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| [TheAlgorithms/Python](https://github.com/TheAlgorithms/Python) | f614ed72170011d2d439f7901e1c8daa7deac8c4 | |
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| [huggingface/transformers](https://github.com/huggingface/transformers) | v4.31.0 | |
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| [huggingface/datasets](https://github.com/huggingface/datasets) | 2.13.1 | |
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| [huggingface/diffusers](https://github.com/huggingface/diffusers) | v0.18.2 | |
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| [huggingface/accelerate](https://github.com/huggingface/accelerate) | v0.21.0 | |
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You can find the corresponding code styles of the examples in the file [additional_data.json](additional_data.json). |
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The code styles in the file are split by training and test group and the index corresponds to the class for the |
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columns `code_codestyle` and `style_context_codestyle` in the dataset. |
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There are 182.198 samples in total and 91.098 positive and 91.100 negative samples. |
