---
dataset_info:
  features:
  - name: id
    dtype: string
  - name: repo_url
    dtype: string
  - name: instruction
    dtype: string
  - name: base_commit
    dtype: string
  - name: test_script
    dtype: string
  - name: testbed_environment
    dtype: string
  - name: requirements_txt
    dtype: string
  - name: solution_commit
    dtype: string
  - name: solution_patch
    dtype: string
  - name: modified_files
    dtype: string
  - name: language
    dtype: string
  splits:
  - name: test
    num_bytes: 4645427
    num_examples: 100
configs:
- config_name: default
  data_files:
  - split: test
    path: dataset.json
---

### Dataset Summary

RES-Q is a codebase editing benchmark based on compact, natural language instructions. The task is to, given an edit instruction and a codebase, produce a patch file that makes the correct edit to the codebase.

The dataset was released as part of [RES-Q: Evaluating the Capability of Language Models in Large-Scale Software Development](https://arxiv.org/abs/[ARXIV_LINK])

### Dataset Structure
An example of a RES-Q task instance is as follows:

```
id (str) - A unique identifier for the task instance.
repo_url (str) - The URL of the repository involved in the task.
instruction (str) - The repository edit instruction.
base_commit (str) - The commit hash of the repository representing the HEAD of the repository immediately before the instruction was carried out.
test_script (str) - The task's test suite as a python script to be run from the root of the repository. 
testbed_environment (str) - The python version used to run the test suite. 
requirements_txt (str) - The pip package dependencies required to run the test suite.
solution_commit (str) - The commit hash of the repository representing the HEAD of the repository immediately after the instruction was carried out.
solution_patch (str) - The patch in the unified diff format representing the difference between the parent and solution commit.
modified_files (str) - A dictionary of files and their content that were modified by the solution commit.
language (str) - The primary programming language of the repository.
```