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Replication package for "On the Use of ChatGPT for Code Review"

This repository includes the replication package and results for MSR Challenge 2024. If you want to use this tool in your research, please cite the following papers:

To appear after the acceptance

Source code

Our main source code is located in 'Python/src' directory.

Require

・Docker(> 24.0.5)

Run

This program is designed to run on docker. A python program will be executed by Docker compose.
You can run it with the following commands:

docker-compose build
docker-compose up

Outputted table

The program extracts the code review comments using ChatGPT sharing links. They are contained in the "pr_commit_list".

Attribute Description
Directory Snapshot name
Author Author who introduced this mention
create_time When the author created this pull request
Reviewer Who mentioned this shared ChatGPT link
Body Description of this pull request
Mention The context when this shared ChatGPT link was mentioned
URL URL to the mentioned source

Annotated results

With the output of the above program, two of the authors performed the manual inspection independently and manually. The annotated classification result is stored in the ``results/classification.xlsx'' file.

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