Azure DevOps Extension for Automated Code Reviews with Azure OpenAI
Overview
This project is an Azure DevOps Extension that automates code reviews using Azure OpenAI. Once a pull request (PR) is created in a repository, this extension triggers a code review process powered by Azure OpenAI, providing suggestions and improvements directly in the PR.
Key Features
- Automated code analysis after PR creation.
- Intelligent feedback generated by Azure OpenAI, tailored to the code changes.
- Seamless integration with Azure DevOps workflow.
- Customizable review templates for different coding standards and practices.
- Easy installation and setup in your Azure DevOps environment.
Task Details
This extension includes a custom task called Pull Request Code Review with OpenAI, which automates the code review process for pull requests using Azure OpenAI.
- ID:
5ac5fe12-459c-47e7-a278-26bd07f7f4e3
- Name:
AIPRCodeReview
- Friendly Name:
Pull Request Code Review with OpenAI
- Description: Automatically reviews code changes in pull requests using OpenAI.
- Category:
Utility
- Author:
GN Group
- Visibility:
Build
- Minimum Agent Version:
1.95.0
- Execution: Compatible with Node 10 and Node 16.
| Input Name |
Type |
Required |
Default Value |
Description |
api_key |
string |
Yes |
|
The API key for accessing OpenAI or Azure OpenAI. |
ai_model |
string |
No |
gpt-4 |
The OpenAI model to use for code review. |
file_extensions |
string |
No |
|
Comma-separated list of file names or paths to exclude from the review. |
base_api_url |
string |
Yes |
|
Base API URL to OpenAI service. |
file_excludes |
string |
No |
|
Comma-separated list of file names or paths to exclude from the review. |
disable_default_prompts |
string |
No |
|
Additional prompts will fully override the defaults (comma-separated). |
additional_prompts |
string |
No |
|
Additional instructions to include in the code review prompt (comma-separated). |
bugs |
boolean |
No |
true |
Check this box if you want OpenAI to specifically look for bugs in the code. |
security |
boolean |
No |
true |
Check this box if you want OpenAI to flag potential security issues. |
naming_conventions |
boolean |
No |
true |
Check this box if you want OpenAI to flag naming convention issues. |
error_handling |
boolean |
No |
true |
Check this box if you want OpenAI to flag potential error handling issues. |
performance |
boolean |
No |
true |
Check this box if you want OpenAI to flag potential performance issues. |
best_practices |
boolean |
No |
true |
Check this box if you want OpenAI to provide best practice recommendations. |
reset_comments |
boolean |
No |
false |
Check this box if you want to reset all comments in the pull request after each build. |
max_tokens |
number |
No |
500 |
The maximum number of tokens to use for the OpenAI. |
Execution
This task runs on the Node.js environment and supports both Node 10 and Node 16. It triggers when a pull request is created or updated and provides feedback directly on the PR using Azure OpenAI's suggestions.
Messages
- TaskCompleted: "The pull request has been successfully reviewed."
- SkippingTask: "This task is skipped because it's not triggered by a Pull Request."
- FailedOAuth: "'Allow Scripts to Access OAuth Token' must be enabled for this task."
Prerequisites
Before using the Pull Request Code Review with OpenAI task, make sure that your Azure DevOps build service has the necessary permissions to contribute to pull requests in your repository.
Step 1: Give Permission to the Build Service Agent
- Navigate to your repository settings in Azure DevOps.
- Select Security from the left menu.
- Under Permissions, find the build service user (usually in the format
[ProjectName] Build Service ([OrganizationName])).
- Ensure that the Contribute to pull requests permission is set to Allow.
This permission is necessary for the task to add review comments directly to your pull requests.
Installation and Setup
To install this Azure DevOps extension:
- Navigate to your Azure DevOps project.
- Go to the Extensions Marketplace and search for "Azure DevOps Extension for Automated Code Reviews with Azure OpenAI".
- Click on the extension and follow the installation steps.
Configuration
Add the Task to Your Pipeline:
- Edit your pipeline YAML file or use the classic editor.
- Add the Pull Request Code Review with OpenAI task to the pipeline.
Provide the Required Inputs:
- Make sure to enter your OpenAI API Key and configure the review options according to your needs.
Set Up API Authentication:
- Ensure that your API key has the appropriate permissions to access OpenAI services.
Usage
Once the extension is installed and configured, it will automatically trigger a code review every time a pull request is created or updated. The results of the review will be added as comments directly on the PR, helping your team to make improvements and fix issues faster.
- task: AIPRCodeReview@1 or 2 (to complex overview)
inputs:
base_api_url: "$(OpenAI_BaseUrl)"
api_key: "$(OpenAI_ApiKey)"
file_extensions: ".js,.tsx,.ts,.yml"
file_excludes: "sitecore/**,**/*.json"
Contributions
We welcome contributions! Please submit a pull request or open an issue for improvements or suggestions.
