Code Contests C++ Dataset
This dataset contains C++ programming solutions extracted from the DeepMind Code Contests dataset.
Source
This dataset is derived from the 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
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 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.