---
license: mit
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
dataset_info:
  features:
  - name: method
    dtype: string
  - name: clean_method
    dtype: string
  - name: doc
    dtype: string
  - name: comment
    dtype: string
  - name: method_name
    dtype: string
  - name: extra
    struct:
    - name: repo_name
      dtype: string
    - name: path
      dtype: string
    - name: license
      dtype: string
    - name: size
      dtype: int64
  - name: imports
    sequence: string
  - name: imports_info
    dtype: string
  - name: cluster_imports_info
    dtype: string
  - name: libraries
    sequence: string
  - name: libraries_info
    dtype: string
  - name: id
    dtype: int64
  splits:
  - name: train
    num_bytes: 5373034269
    num_examples: 2916582
  download_size: 2492962682
  dataset_size: 5373034269
tags:
- code-generation
pretty_name: 'CodeGen4Libs '
size_categories:
- 1M<n<10M
---

# Dataset Card for FudanSELab CodeGen4Libs Code Retrieval Library

## Dataset Description

- **Repository:** [GitHub Repository](https://github.com/FudanSELab/codegen4libs)
- **Paper:** [CodeGen4Libs: A Two-stage Approach for Library-oriented Code Generation](https://mingwei-liu.github.io/publication/2023-08-18-ase-CodeGen4Libs)

### Dataset Summary

This dataset is the code retrieval library used in the ASE2023 paper titled ["CodeGen4Libs: A Two-stage Approach for Library-oriented Code Generation"](https://mingwei-liu.github.io/publication/2023-08-18-ase-CodeGen4Libs).

## Additional Information
### Citation Information
```
@inproceedings{ase2023codegen4libs,
  author       = {Mingwei Liu and Tianyong Yang and Yiling Lou and Xueying Du and Ying Wang and and Xin Peng},
  title        = {{CodeGen4Libs}: A Two-stage Approach for Library-oriented Code Generation},
  booktitle    = {38th {IEEE/ACM} International Conference on Automated Software Engineering,
                  {ASE} 2023, Kirchberg, Luxembourg, September 11-15, 2023},
  pages        = {0--0},
  publisher    = {{IEEE}},
  year         = {2023},
}
```