metadata

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} }