| # Code Contests C++ Dataset | |
| This dataset contains C++ programming solutions extracted from the [DeepMind Code Contests](https://huggingface.co/datasets/deepmind/code_contests) dataset. | |
| ## Source | |
| 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. | |
| ### Original Dataset Citation | |
| ``` | |
| @article{li2022competition, | |
| title={Competition-level code generation with alphacode}, | |
| 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}, | |
| journal={Science}, | |
| volume={378}, | |
| number={6624}, | |
| pages={1092--1097}, | |
| year={2022}, | |
| publisher={American Association for the Advancement of Science} | |
| } | |
| ``` | |
| ## Dataset Description | |
| - **Format**: CSV file with a single 'text' column containing C++ programs | |
| - **Number of Programs**: 27,520 | |
| - **Source Languages**: Only C++ (language ID 2 from the original dataset) | |
| - **Preprocessing**: | |
| - Filtered to include only C++ solutions | |
| - Extracted program text only | |
| - Removed duplicate solutions | |
| ## Usage | |
| ```python | |
| import pandas as pd | |
| # Load the dataset | |
| df = pd.read_csv('code_contests_cpp.csv') | |
| print(f"Number of C++ programs: {len(df)}") | |
| print("First program:") | |
| print(df['text'].iloc[0][:200] + "...") # Print first 200 chars of first program | |
| ``` | |
| ## License | |
| 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. | |
| ## Creation | |
| 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. | |