|
--- |
|
configs: |
|
- config_name: ghs_parameters |
|
data_files: |
|
- split: kotlin |
|
path: ghs/parameters/kotlin.json |
|
- split: java |
|
path: ghs/parameters/java.json |
|
- split: python |
|
path: ghs/parameters/python.json |
|
- config_name: repo_metadata |
|
data_files: |
|
- split: jvm |
|
path: ghs/data/jvm.jsonl |
|
- split: python |
|
path: ghs/data/python.jsonl |
|
- config_name: repo_metadata_permissive |
|
data_files: |
|
- split: jvm |
|
path: ghs/data/jvm_permissive.jsonl |
|
- split: python |
|
path: ghs/data/python_permissive.jsonl |
|
- config_name: readmes |
|
data_files: |
|
- split: jvm |
|
path: readmes/jvm.jsonl |
|
- split: python |
|
path: readmes/python.jsonl |
|
- config_name: workflows |
|
data_files: |
|
- split: jvm |
|
path: workflows/jvm.jsonl |
|
- split: python |
|
path: workflows/python.jsonl |
|
- config_name: repo_contents |
|
data_files: |
|
- split: python |
|
path: repo_contents/python.jsonl |
|
- split: jvm |
|
path: repo_contents/jvm.jsonl |
|
- config_name: splits |
|
data_files: |
|
- split: python_single_dm_in_root_folder |
|
path: splits/python_single_dm_in_root_folder.jsonl |
|
- split: python_single_dm_in_root_folder_no_docker |
|
path: splits/python_single_dm_in_root_folder_no_docker.jsonl |
|
- split: python_baseline_failure |
|
path: splits/python_baseline_failure.jsonl |
|
- split: jvm_single_dm_in_root_folder |
|
path: splits/jvm_single_dm_in_root_folder.jsonl |
|
- split: jvm_single_dm_in_root_folder_no_docker |
|
path: splits/jvm_single_dm_in_root_folder_no_docker.jsonl |
|
- split: jvm_baseline_failure |
|
path: splits/jvm_baseline_failure.jsonl |
|
--- |
|
|
|
|
|
# 🌱⚙️ EnvBench |
|
|
|
This repository contains data associated with EnvBench benchmark from [**EnvBench: A Benchmark for Automated Environment Setup**](https://arxiv.org/abs/2503.14443). |
|
|
|
It contains: |
|
|
|
* statistics about repositories from GitHub Search under `ghs/data` folder; |
|
* several data splits under `splits` folder; |
|
* Git repositories under `repos` folder; |
|
* READMEs under `readmes` folder (available as `readmes` config); |
|
* GitHub Actions workflows under `workflows` folder (available as `workflows` config); |
|
* list of files in the repositories (available as `repo_contents` config). |
|
|
|
## Data splits |
|
|
|
We provide the repositories at each step of our filtering process. |
|
|
|
### JVM |
|
|
|
1. We obtain the list of repositories from GitHub Search: `ghs/data/jvm_permissive.jsonl` |
|
2. We clone the repositories to `repos/full/jvm` |
|
3. We filter repositories from previous step to keep only those with configuration files related to a single build tool in root directory: `splits/jvm_single_dm_in_root_folder.jsonl` (`splits/jvm_single_dm_in_root_folder.jsonl` additionally contains 'dm' field with build tool for each repository) |
|
4. We filter the repositories from previous step to keep only those without Docker-related configuration files: `splits/jvm_single_dm_in_root_folder_no_docker.jsonl` |
|
5. We filter the repositories from previous step to keep only those that our deterministic script couldn't configure correctly: `splits/jvm_baseline_failure.jsonl` |
|
|
|
The list of 665 repositories from our benchmark is available in `splits/jvm_baseline_failure.jsonl`. For convenience, the final set of Git repositories is also stored separately under `repos/final/jvm`. |
|
|
|
### Python |
|
|
|
1. We obtain the list of repositories from GitHub Search: `ghs/data/python_permissive.jsonl` |
|
2. We clone the repositories to `repos/full/python` |
|
3. We filter repositories from previous step to keep only those with configuration files related to a single build tool in root directory: `splits/python_single_dm_in_root_folder.jsonl` (`splits/python_single_dm_in_root_folder.jsonl` additionally contains 'dm' field with dependency manager for each repository) |
|
4. We filter the repositories from previous step to keep only those without Docker-related configuration files: `splits/python_single_dm_in_root_folder_no_docker.jsonl` |
|
5. We filter the repositories from previous step to keep only those that our deterministic script couldn't configure correctly: `splits/python_baseline_failure.jsonl` |
|
|
|
The list of 329 repositories from our benchmark is available in `splits/python_baseline_failure.jsonl`. For convenience, the final set of Git repositories is also stored separately under `repos/final/python`. |
|
|
|
## 📚 Citation |
|
|
|
If you find this work useful for your research, please consider the following citation: |
|
|
|
``` |
|
@inproceedings{eliseeva2025envbench, |
|
title={EnvBench: A Benchmark for Automated Environment Setup}, |
|
author={Aleksandra Eliseeva and Alexander Kovrigin and Ilia Kholkin and Egor Bogomolov and Yaroslav Zharov}, |
|
booktitle={ICLR 2025 Third Workshop on Deep Learning for Code}, |
|
year={2025}, |
|
url={https://openreview.net/forum?id=izy1oaAOeX} |
|
} |
|
``` |
