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9
README.md
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@ -31,6 +31,13 @@ Making pull requests less painful with an AI agent
- [Why use PR-Agent?](#why-use-pr-agent)
## News and Updates
### Feb 29, 2024
- You can now use the repo's [wiki page](./Usage.md#configuration) to set configurations for PR-Agent 💎
<kbd><img src="https://codium.ai/images/pr_agent/wiki_configuration.png" width="512"></kbd>
### Feb 21, 2024
- Added a new command, `/help`, to easily provide a list of available tools and their descriptions, and run them interactively.
@ -93,7 +100,7 @@ CodiumAI PR-Agent is an open-source tool to help efficiently review and handle p
| | Adaptive and token-aware file patch fitting | :white_check_mark: | :white_check_mark: | :white_check_mark: | :white_check_mark: |
| | Multiple models support | :white_check_mark: | :white_check_mark: | :white_check_mark: | :white_check_mark: |
| | [Static code analysis](https://github.com/Codium-ai/pr-agent/blob/main/docs/Analyze.md) 💎 | :white_check_mark: | :white_check_mark: | :white_check_mark: | :white_check_mark: |
| | [Global configuration](https://github.com/Codium-ai/pr-agent/blob/main/Usage.md#global-configuration-file-) 💎 | :white_check_mark: | :white_check_mark: | :white_check_mark: | :white_check_mark: |
| | [Global and wiki configurations](./Usage.md#configuration) 💎 | :white_check_mark: | :white_check_mark: | :white_check_mark: | :white_check_mark: |
| | [PR Actions](https://www.codium.ai/images/pr_agent/pr-actions.mp4) 💎 | :white_check_mark: | | | |
- 💎 means this feature is available only in [PR-Agent Pro](https://www.codium.ai/pricing/)
- Support for additional git providers is described in [here](./docs/Full_environments.md)

174
Usage.md
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@ -2,16 +2,25 @@
### Table of Contents
- [Introduction](#introduction)
- [Local Repo (CLI)](#working-from-a-local-repo-cli)
- [Online Usage](#online-usage)
- [GitHub App](#working-with-github-app)
- [GitHub Action](#working-with-github-action)
- [GitLab Webhook](#working-with-gitlab-webhook)
- [BitBucket App](#working-with-bitbucket-self-hosted-app)
- [Azure DevOps Provider](#azure-devops-provider)
- [Configuration Options](#configuration-options)
- [Managing Mail Notifications](#managing-mail-notifications)
- [Usage Types](#usage-types)
- [Local Repo (CLI)](#working-from-a-local-repo-cli)
- [Online Usage](#online-usage)
- [GitHub App](#working-with-github-app)
- [GitHub Action](#working-with-github-action)
- [GitLab Webhook](#working-with-gitlab-webhook)
- [BitBucket App](#working-with-bitbucket-self-hosted-app)
- [Azure DevOps Provider](#azure-devops-provider)
- [Additional Configurations Walkthrough](#appendix---additional-configurations-walkthrough)
- [Ignoring files from analysis](#ignoring-files-from-analysis)
- [Extra instructions](#extra-instructions)
- [Working with large PRs](#working-with-large-prs)
- [Changing a model](#changing-a-model)
- [Patch Extra Lines](#patch-extra-lines)
- [Editing the prompts](#editing-the-prompts)
### Introduction
## Introduction
After [installation](/INSTALL.md), there are three basic ways to invoke CodiumAI PR-Agent:
1. Locally running a CLI command
@ -24,14 +33,46 @@ For online usage, you will need to setup either a [GitHub App](INSTALL.md#method
GitHub App and GitHub Action also enable to run PR-Agent specific tool automatically when a new PR is opened.
#### The configuration file
- The different tools and sub-tools used by CodiumAI PR-Agent are adjustable via the **[configuration file](pr_agent/settings/configuration.toml)**.
### git provider
The [git_provider](pr_agent/settings/configuration.toml#L4) field in the configuration file determines the GIT provider that will be used by PR-Agent. Currently, the following providers are supported:
`
"github", "gitlab", "bitbucket", "azure", "codecommit", "local", "gerrit"
`
## Configuration Options
The different tools and sub-tools used by CodiumAI PR-Agent are adjustable via the **[configuration file](pr_agent/settings/configuration.toml)**.
In addition to general configuration options, each tool has its own configurations. For example, the `review` tool will use parameters from the [pr_reviewer](/pr_agent/settings/configuration.toml#L16) section in the configuration file.
See the [Tools Guide](./docs/TOOLS_GUIDE.md) for a detailed description of the different tools and their configurations.
- The [Tools Guide](./docs/TOOLS_GUIDE.md) provides a detailed description of the different tools and their configurations.
There are three ways to set persistent configurations:
1. Wiki configuration page 💎
2. Local configuration file
3. Global configuration file 💎
In terms of precedence, wiki configurations will override local configurations, and local configurations will override global configurations.
- By uploading a local `.pr_agent.toml` file to the root of the repo's main branch, you can edit and customize any configuration parameter. Note that you need to upload `.pr_agent.toml` prior to creating a PR, in order for the configuration to take effect.
### Wiki configuration file 💎
Specifically for GitHub, with PR-Agent-Pro you can set configurations by creating a page called `.pr_agent.toml` in the [wiki](https://github.com/Codium-ai/pr-agent/wiki/pr_agent.toml) of the repo.
The advantage of this method is that it allows to set configurations without needing to commit new content to the repo - just edit the wiki page and **save**.
<kbd><img src="https://codium.ai/images/pr_agent/wiki_configuration.png" width="512"></kbd>
We recommend surrounding the configuration content with triple-quotes, to allow better presentation when displayed in the wiki as markdown.
An example content:
\`\`\`<br>
[pr_description] # /describe #<br>
keep_original_user_title=false<br>
\`\`\`
PR-Agent will know to remove the triple-quotes when reading the configuration content.
### Local configuration file
By uploading a local `.pr_agent.toml` file to the root of the repo's main branch, you can edit and customize any configuration parameter. Note that you need to upload `.pr_agent.toml` prior to creating a PR, in order for the configuration to take effect.
For example, if you set in `.pr_agent.toml`:
@ -47,7 +88,7 @@ extra_instructions="""\
Then you can give a list of extra instructions to the `review` tool.
#### Global configuration file 💎
### Global configuration file 💎
If you create a repo called `pr-agent-settings` in your **organization**, it's configuration file `.pr_agent.toml` will be used as a global configuration file for any other repo that belongs to the same organization.
Parameters from a local `.pr_agent.toml` file, in a specific repo, will override the global configuration parameters.
@ -56,28 +97,19 @@ For example, in the GitHub organization `Codium-ai`:
- The repo [`https://github.com/Codium-ai/pr-agent-settings`](https://github.com/Codium-ai/pr-agent-settings/blob/main/.pr_agent.toml) contains a `.pr_agent.toml` file that serves as a global configuration file for all the repos in the GitHub organization `Codium-ai`.
- The repo [`https://github.com/Codium-ai/pr-agent`](https://github.com/Codium-ai/pr-agent/blob/main/.pr_agent.toml) inherits the global configuration file from `pr-agent-settings`.
#### Ignoring files from analysis
In some cases, you may want to exclude specific files or directories from the analysis performed by CodiumAI PR-Agent. This can be useful, for example, when you have files that are generated automatically or files that shouldn't be reviewed, like vendored code.
To ignore files or directories, edit the **[ignore.toml](/pr_agent/settings/ignore.toml)** configuration file. This setting also exposes the following environment variables:
## Managing mail notifications
- `IGNORE.GLOB`
- `IGNORE.REGEX`
If you are subscribed to notifications for a repo with PR-Agent, we recommend turning off notifications for PR comments, to avoid lengthy emails:
For example, to ignore python files in a PR with online usage, comment on a PR:
`/review --ignore.glob=['*.py']`
<kbd><img src="https://codium.ai/images/pr_agent/notifications.png" width="512"></kbd>
To ignore python files in all PRs, set in a configuration file:
```
[ignore]
glob = ['*.py']
```
As an alternative, you can filter in you mail provider the notifications specifically from the PR-Agent bot:
https://www.quora.com/How-can-you-filter-emails-for-specific-people-in-Gmail#:~:text=On%20the%20Filters%20and%20Blocked,the%20body%20of%20the%20email
#### git provider
The [git_provider](pr_agent/settings/configuration.toml#L4) field in the configuration file determines the GIT provider that will be used by PR-Agent. Currently, the following providers are supported:
`
"github", "gitlab", "azure", "codecommit", "local", "gerrit"
`
<kbd><img src="https://codium.ai/images/pr_agent/filter_mail_notifications.png" width="512"></kbd>
## Usage Types
### Working from a local repo (CLI)
When running from your local repo (CLI), your local configuration file will be used.
@ -130,23 +162,11 @@ Any configuration value in [configuration file](pr_agent/settings/configuration.
### Working with GitHub App
When running PR-Agent from GitHub App, the default [configuration file](pr_agent/settings/configuration.toml) from a pre-built docker will be initially loaded.
By uploading a local `.pr_agent.toml` file to the root of the repo's main branch, you can edit and customize any configuration parameter. Note that you need to upload `.pr_agent.toml` prior to creating a PR, in order for the configuration to take effect.
#### GitHub app automatic tools when a new PR is opened
For example, if you set in `.pr_agent.toml`:
```
[pr_reviewer]
num_code_suggestions=1
```
Then you will overwrite the default number of code suggestions to 1.
#### GitHub app automatic tools
The [github_app](pr_agent/settings/configuration.toml#L108) section defines GitHub app specific configurations.
##### GitHub app automatic tools for PR actions
The configuration parameter `pr_commands` defines the list of tools that will be **run automatically** when a new PR is opened.
```
[github_app]
@ -159,7 +179,7 @@ pr_commands = [
This means that when a new PR is opened/reopened or marked as ready for review, PR-Agent will run the `describe`, `review` and `improve` tools.
For the `describe` tool, for example, the `add_original_user_description` and `keep_original_user_title` parameters will be set to true.
You can override the default tool parameters by uploading a local configuration file called `.pr_agent.toml` to the root of your repo.
You can override the default tool parameters by using one the three options for a [configuration file](#configuration-options): **wiki**, **local**, or **global**.
For example, if your local `.pr_agent.toml` file contains:
```
[pr_description]
@ -181,7 +201,8 @@ ignore_pr_title = ["^[Auto]", ".*ignore.*"]
```
will ignore PRs with titles that start with "Auto" or contain the word "ignore".
##### GitHub app automatic tools for push actions (commits to an open PR)
#### GitHub app automatic tools for push actions (commits to an open PR)
In addition to running automatic tools when a PR is opened, the GitHub app can also respond to new code that is pushed to an open PR.
The configuration toggle `handle_push_trigger` can be used to enable this feature.
@ -200,29 +221,6 @@ For the `review` tool, it will run in incremental mode, and the `remove_previous
Much like the configurations for `pr_commands`, you can override the default tool parameters by uploading a local configuration file to the root of your repo.
#### Editing the prompts
The prompts for the various PR-Agent tools are defined in the `pr_agent/settings` folder.
In practice, the prompts are loaded and stored as a standard setting object.
Hence, editing them is similar to editing any other configuration value - just place the relevant key in `.pr_agent.toml`file, and override the default value.
For example, if you want to edit the prompts of the [describe](./pr_agent/settings/pr_description_prompts.toml) tool, you can add the following to your `.pr_agent.toml` file:
```
[pr_description_prompt]
system="""
...
"""
user="""
...
"""
```
Note that the new prompt will need to generate an output compatible with the relevant [post-process function](./pr_agent/tools/pr_description.py#L137).
#### Managing notifications
If you are subscribed to notifications for a repo with PR-Agent, we recommend turning off notifications for PR comments, to avoid lengthy emails:
<kbd><img src="https://codium.ai/images/pr_agent/notifications.png" width="512"></kbd>
### Working with GitHub Action
`GitHub Action` is a different way to trigger PR-Agent tools, and uses a different configuration mechanism than `GitHub App`.
You can configure settings for `GitHub Action` by adding environment variables under the env section in `.github/workflows/pr_agent.yml` file.
@ -245,6 +243,7 @@ For example, you can set an environment variable: `pr_description.add_original_u
[pr_description]
add_original_user_description = false
```
### Working with GitLab Webhook
After setting up a GitLab webhook, to control which commands will run automatically when a new PR is opened, you can set the `pr_commands` parameter in the configuration file, similar to the GitHub App:
```
@ -332,9 +331,26 @@ webhook_password = "<basic auth password>"
> :warning: **Ensure that the webhook endpoint is only accessible over HTTPS** to mitigate the risk of credential interception when using basic authentication.
### Appendix - additional configurations walkthrough
## Appendix - additional configurations walkthrough
#### Ignoring files from analysis
In some cases, you may want to exclude specific files or directories from the analysis performed by CodiumAI PR-Agent. This can be useful, for example, when you have files that are generated automatically or files that shouldn't be reviewed, like vendored code.
To ignore files or directories, edit the **[ignore.toml](/pr_agent/settings/ignore.toml)** configuration file. This setting also exposes the following environment variables:
- `IGNORE.GLOB`
- `IGNORE.REGEX`
For example, to ignore python files in a PR with online usage, comment on a PR:
`/review --ignore.glob=['*.py']`
To ignore python files in all PRs, set in a configuration file:
```
[ignore]
glob = ['*.py']
```
#### Extra instructions
All PR-Agent tools have a parameter called `extra_instructions`, that enables to add free-text extra instructions. Example usage:
```
@ -495,4 +511,22 @@ patch_extra_lines=3
```
Increasing this number provides more context to the model, but will also increase the token budget.
If the PR is too large (see [PR Compression strategy](./PR_COMPRESSION.md)), PR-Agent automatically sets this number to 0, using the original git patch.
If the PR is too large (see [PR Compression strategy](./PR_COMPRESSION.md)), PR-Agent automatically sets this number to 0, using the original git patch.
#### Editing the prompts
The prompts for the various PR-Agent tools are defined in the `pr_agent/settings` folder.
In practice, the prompts are loaded and stored as a standard setting object.
Hence, editing them is similar to editing any other configuration value - just place the relevant key in `.pr_agent.toml`file, and override the default value.
For example, if you want to edit the prompts of the [describe](./pr_agent/settings/pr_description_prompts.toml) tool, you can add the following to your `.pr_agent.toml` file:
```
[pr_description_prompt]
system="""
...
"""
user="""
...
"""
```
Note that the new prompt will need to generate an output compatible with the relevant [post-process function](./pr_agent/tools/pr_description.py#L137).

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pr_agent/servers/github_app.py
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@ -111,6 +111,8 @@ async def handle_comments_on_pr(body: Dict[str, Any],
get_logger().info(f"Processing comment on PR {api_url=}, comment_body={comment_body}")
await agent.handle_request(api_url, comment_body,
notify=lambda: provider.add_eyes_reaction(comment_id, disable_eyes=disable_eyes))
else:
get_logger().info(f"User {sender=} is not eligible to process comment on PR {api_url=}")
async def handle_new_pr_opened(body: Dict[str, Any],
event: str,
@ -136,6 +138,8 @@ async def handle_new_pr_opened(body: Dict[str, Any],
if action in get_settings().github_app.handle_pr_actions: # ['opened', 'reopened', 'ready_for_review', 'review_requested']
if get_identity_provider().verify_eligibility("github", sender_id, api_url) is not Eligibility.NOT_ELIGIBLE:
await _perform_auto_commands_github("pr_commands", agent, body, api_url, log_context)
else:
get_logger().info(f"User {sender=} is not eligible to process PR {api_url=}")
async def handle_push_trigger_for_new_commits(body: Dict[str, Any],
event: str,

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pr_agent/settings/configuration.toml
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@ -7,6 +7,7 @@ publish_output=true
publish_output_progress=true
verbosity_level=0 # 0,1,2
use_extra_bad_extensions=false
use_wiki_settings_file=true
use_repo_settings_file=true
use_global_settings_file=true
ai_timeout=120 # 2minutes