|
--- |
|
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: 50000 |
|
- name: test |
|
num_bytes: 0 |
|
num_examples: 10000 |
|
- name: validation |
|
num_bytes: 0 |
|
num_examples: 10000 |
|
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 (50000 lines) |
|
- test (10000 lines) |
|
- valid (10000 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} |
|
} |
