| --- |
| license: apache-2.0 |
| task_categories: |
| - text-generation |
| - fill-mask |
| language: |
| - code |
| size_categories: |
| - 1K<n<10K |
| dataset_info: |
| - config_name: cpp |
| features: |
| - name: func_code_string |
| dtype: string |
| splits: |
| - name: train |
| num_bytes: 0 |
| num_examples: 3000 |
| - name: test |
| num_bytes: 0 |
| num_examples: 100 |
| - name: validation |
| num_bytes: 0 |
| num_examples: 1000 |
| download_size: 0 |
| dataset_size: 0 |
| - config_name: cpp |
| features: |
| - name: func_code_string |
| dtype: string |
| splits: |
| - name: train |
| num_bytes: 1429272535 |
| num_examples: 454451 |
| - name: test |
| num_bytes: 82377246 |
| num_examples: 26909 |
| - name: validation |
| num_bytes: 42358315 |
| num_examples: 15328 |
| download_size: 1060569153 |
| dataset_size: 1554008096 |
| configs: |
| - config_name: default |
| data_files: |
| - split: train |
| path: "cpp_dataset/train/train.jsonl" |
| - split: test |
| path: "cpp_dataset/test/test.jsonl" |
| - split: validation |
| path: "cpp_dataset/validation/validation.jsonl" |
| --- |
| |
| # C++ Dataset |
| > documentation source: https://huggingface.co/docs/datasets/main/en/repository_structure |
| |
| |
| |
| ### Supported Tasks and Leaderboards |
| |
| - `language-modeling`: The dataset can be used to train a model for modelling programming languages, which consists in building language models for programming languages. |
| |
| ### Language |
| |
| - C++ **programming** language |
| |
| |
| |
| |
| ## Dataset Structure |
| |
| ### Data Instances |
| |
| A data point consists of a function code along with its documentation. Each data point also contains meta data on the function, such as the repository it was extracted from. |
| ``` |
| { |
| 'id': '0', |
| 'func_code_string': 'organisation/repository' |
| } |
| ``` |
| |
| ### Data Fields |
| |
| - `id`: Arbitrary number |
| - `func_code_string`: actual code line (each line is a whole C++ program) |
| |
| ### Data Splits |
| |
| Three splits are available as `.jsonl`: |
| - train (3000 lines) |
| - test (100 lines) |
| - valid (1000 lines) |
| |
| ### Citation Information |
| |
| - based on this dataset source: https://huggingface.co/datasets/nguyentruong-ins/codeforces_cpp_cleaned/tree/main/data |
| - based on format and idea: https://huggingface.co/datasets/code_search_net |
| - expanded by |
| @article{husain2019codesearchnet, |
| title={C++ Dataset}, |
| author={Klaes, Malte}, |
| year={2024} |
| } |
