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--- |
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dataset_info: |
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features: |
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- name: text |
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dtype: string |
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splits: |
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- name: train |
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num_bytes: 2124117137 |
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num_examples: 1756174 |
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- name: test |
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num_bytes: 23335122 |
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num_examples: 14677 |
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- name: valid |
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num_bytes: 19402251 |
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num_examples: 12734 |
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download_size: 821240120 |
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dataset_size: 2166854510 |
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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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- split: valid |
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path: data/valid-* |
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--- |
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# Code Contests C++ Dataset |
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This dataset contains C++ programming solutions extracted from the [DeepMind Code Contests](https://huggingface.co/datasets/deepmind/code_contests) dataset. |
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## Source |
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This dataset is derived from the [DeepMind Code Contests](https://huggingface.co/datasets/deepmind/code_contests) dataset, which contains programming problems and solutions from various coding competition platforms. |
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### Original Dataset Citation |
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``` |
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@article{li2022competition, |
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title={Competition-level code generation with alphacode}, |
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author={Li, Yujia and Choi, David and Chung, Junyoung and Kushman, Nate and Schrittwieser, Julian and Leblond, R{\'e}mi and Eccles, Tom and Keeling, James and Gimeno, Felix and Lago, Agustin Dal and others}, |
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journal={Science}, |
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volume={378}, |
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number={6624}, |
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pages={1092--1097}, |
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year={2022}, |
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publisher={American Association for the Advancement of Science} |
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} |
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``` |
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## Dataset Description |
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- **Format**: CSV file with a single 'text' column containing C++ programs |
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- **Number of Programs**: 27,520 |
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- **Source Languages**: Only C++ (language ID 2 from the original dataset) |
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- **Preprocessing**: |
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- Filtered to include only C++ solutions |
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- Extracted program text only |
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- Removed duplicate solutions |
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## Usage |
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```python |
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import pandas as pd |
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# Load the dataset |
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df = pd.read_csv('code_contests_cpp.csv') |
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print(f"Number of C++ programs: {len(df)}") |
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print("First program:") |
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print(df['text'].iloc[0][:200] + "...") # Print first 200 chars of first program |
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``` |
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## License |
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This dataset is derived from the DeepMind Code Contests dataset and is subject to the same license terms as the original dataset. Please refer to the [original dataset](https://huggingface.co/datasets/deepmind/code_contests) for licensing information. |
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## Creation |
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This dataset was created using the script in `scripts/process_code_contests.py`, which filters the original dataset for C++ solutions and extracts the program text. |
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