metadata
pretty_name: '`codesearchnet`'
viewer: false
source_datasets: []
task_categories:
- text-retrieval
Dataset Card for codesearchnet
The codesearchnet dataset, provided by the ir-datasets package.
For more information about the dataset, see the documentation.
Data
This dataset provides:
docs(documents, i.e., the corpus); count=2,070,536
This dataset is used by: codesearchnet_challenge, codesearchnet_test, codesearchnet_train, codesearchnet_valid
Usage
from datasets import load_dataset
docs = load_dataset('irds/codesearchnet', 'docs')
for record in docs:
record # {'doc_id': ..., 'repo': ..., 'path': ..., 'func_name': ..., 'code': ..., 'language': ...}
Note that calling load_dataset will download the dataset (or provide access instructions when it's not public) and make a copy of the
data in 🤗 Dataset format.
Citation Information
@article{Husain2019CodeSearchNet,
title={CodeSearchNet Challenge: Evaluating the State of Semantic Code Search},
author={Hamel Husain and Ho-Hsiang Wu and Tiferet Gazit and Miltiadis Allamanis and Marc Brockschmidt},
journal={ArXiv},
year={2019}
}