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3 Commits

Author SHA1 Message Date
5fb8bc1927 test 2023-11-20 00:42:29 +02:00
e9315c7d28 Merge commit 'e878bbbe369c90433c1b261b5479d23c47734539' into hl/test_docstring 2023-11-15 10:37:31 +02:00
67b61d722d test 2023-11-14 20:31:01 +02:00
89 changed files with 615 additions and 1864 deletions

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@ -26,7 +26,5 @@ jobs:
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
PINECONE.API_KEY: ${{ secrets.PINECONE_API_KEY }}
PINECONE.ENVIRONMENT: ${{ secrets.PINECONE_ENVIRONMENT }}
GITHUB_ACTION.AUTO_REVIEW: true
GITHUB_ACTION.AUTO_IMPROVE: true

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@ -1,6 +0,0 @@
[pr_reviewer]
enable_review_labels_effort = true
[pr_code_suggestions]
summarize=true

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@ -1,5 +1,5 @@
## Installation
### Installation
To get started with PR-Agent quickly, you first need to acquire two tokens:
@ -25,7 +25,6 @@ There are several ways to use PR-Agent:
**BitBucket specific methods**
- [Run as a Bitbucket Pipeline](INSTALL.md#run-as-a-bitbucket-pipeline)
- [Run on a hosted app](INSTALL.md#run-on-a-hosted-bitbucket-app)
- [Bitbucket server and data center](INSTALL.md#bitbucket-server-and-data-center)
---
### Use Docker image (no installation required)
@ -102,7 +101,6 @@ python3 -m pr_agent.cli --pr_url <pr_url> ask <your question>
python3 -m pr_agent.cli --pr_url <pr_url> describe
python3 -m pr_agent.cli --pr_url <pr_url> improve
python3 -m pr_agent.cli --pr_url <pr_url> add_docs
python3 -m pr_agent.cli --pr_url <pr_url> generate_labels
python3 -m pr_agent.cli --issue_url <issue_url> similar_issue
...
```
@ -157,11 +155,10 @@ jobs:
OPENAI_KEY: ${{ secrets.OPENAI_KEY }}
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
```
2. Add the following secret to your repository under `Settings > Secrets and variables > Actions > New repository secret > Add secret`:
2. Add the following secret to your repository under `Settings > Secrets`:
```
Name = OPENAI_KEY
Secret = <your key>
OPENAI_KEY: <your key>
```
The GITHUB_TOKEN secret is automatically created by GitHub.
@ -206,7 +203,6 @@ Allowing you to automate the review process on your private or public repositori
- Set the following events:
- Issue comment
- Pull request
- Push (if you need to enable triggering on PR update)
2. Generate a random secret for your app, and save it for later. For example, you can use:
@ -293,8 +289,7 @@ docker push codiumai/pr-agent:github_app # Push to your Docker repository
```
4. Create a lambda function that uses the uploaded image. Set the lambda timeout to be at least 3m.
5. Configure the lambda function to have a Function URL.
6. In the environment variables of the Lambda function, specify `AZURE_DEVOPS_CACHE_DIR` to a writable location such as /tmp. (see [link](https://github.com/Codium-ai/pr-agent/pull/450#issuecomment-1840242269))
7. Go back to steps 8-9 of [Method 5](#run-as-a-github-app) with the function url as your Webhook URL.
6. Go back to steps 8-9 of [Method 5](#run-as-a-github-app) with the function url as your Webhook URL.
The Webhook URL would look like `https://<LAMBDA_FUNCTION_URL>/api/v1/github_webhooks`
---
@ -414,49 +409,10 @@ BITBUCKET_BEARER_TOKEN: <your token>
You can get a Bitbucket token for your repository by following Repository Settings -> Security -> Access Tokens.
Note that comments on a PR are not supported in Bitbucket Pipeline.
### Run on a hosted Bitbucket app
### Run using CodiumAI-hosted Bitbucket app
Please contact <support@codium.ai> if you're interested in a hosted BitBucket app solution that provides full functionality including PR reviews and comment handling. It's based on the [bitbucket_app.py](https://github.com/Codium-ai/pr-agent/blob/main/pr_agent/git_providers/bitbucket_provider.py) implmentation.
Please contact <support@codium.ai> or visit [CodiumAI pricing page](https://www.codium.ai/pricing/) if you're interested in a hosted BitBucket app solution that provides full functionality including PR reviews and comment handling. It's based on the [bitbucket_app.py](https://github.com/Codium-ai/pr-agent/blob/main/pr_agent/git_providers/bitbucket_provider.py) implementation.
### Bitbucket Server and Data Center
Login into your on-prem instance of Bitbucket with your service account username and password.
Navigate to `Manage account`, `HTTP Access tokens`, `Create Token`.
Generate the token and add it to .secret.toml under `bitbucket_server` section
```toml
[bitbucket_server]
bearer_token = "<your key>"
```
#### Run it as CLI
Modify `configuration.toml`:
```toml
git_provider="bitbucket_server"
```
and pass the Pull request URL:
```shell
python cli.py --pr_url https://git.onpreminstanceofbitbucket.com/projects/PROJECT/repos/REPO/pull-requests/1 review
```
#### Run it as service
To run pr-agent as webhook, build the docker image:
```
docker build . -t codiumai/pr-agent:bitbucket_server_webhook --target bitbucket_server_webhook -f docker/Dockerfile
docker push codiumai/pr-agent:bitbucket_server_webhook # Push to your Docker repository
```
Navigate to `Projects` or `Repositories`, `Settings`, `Webhooks`, `Create Webhook`.
Fill the name and URL, Authentication None select the Pull Request Opened checkbox to receive that event as webhook.
The URL should end with `/webhook`, for example: https://domain.com/webhook
=======

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@ -39,4 +39,4 @@ We use [tiktoken](https://github.com/openai/tiktoken) to tokenize the patches af
4. If we haven't reached the max token length, add the `deleted files` to the prompt until the prompt reaches the max token length (hard stop), skip the rest of the patches.
### Example
<kbd><img src=https://codium.ai/images/git_patch_logic.png width="768"></kbd>
![](https://codium.ai/images/git_patch_logic.png)

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@ -2,13 +2,8 @@
<div align="center">
<picture>
<source media="(prefers-color-scheme: dark)" srcset="https://codium.ai/images/pr_agent/logo-dark.png" width="330">
<source media="(prefers-color-scheme: light)" srcset="https://codium.ai/images/pr_agent/logo-light.png" width="330">
<img alt="logo">
</picture>
<br/>
<img src="./pics/logo-dark.png#gh-dark-mode-only" width="330"/>
<img src="./pics/logo-light.png#gh-light-mode-only" width="330"/><br/>
Making pull requests less painful with an AI agent
</div>
@ -21,7 +16,7 @@ Making pull requests less painful with an AI agent
</div>
<div style="text-align:left;">
CodiumAI `PR-Agent` is an open-source tool for efficient pull request reviewing and handling. It automatically analyzes the pull request and can provide several types of commands:
CodiumAI `PR-Agent` is an open-source tool aiming to help developers review pull requests faster and more efficiently. It automatically analyzes the pull request and can provide several types of commands:
**Auto Description ([`/describe`](./docs/DESCRIBE.md))**: Automatically generating PR description - title, type, summary, code walkthrough and labels.
\
@ -33,17 +28,17 @@ CodiumAI `PR-Agent` is an open-source tool for efficient pull request reviewing
\
**Update Changelog ([`/update_changelog`](./docs/UPDATE_CHANGELOG.md))**: Automatically updating the CHANGELOG.md file with the PR changes.
\
**Find Similar Issue ([`/similar_issue`](./docs/SIMILAR_ISSUE.md))**: Automatically retrieves and presents similar issues.
**Find Similar Issue ([`/similar_issue`](./docs/SIMILAR_ISSUE.md))**: Automatically retrieves and presents similar issues
\
**Add Documentation ([`/add_docs`](./docs/ADD_DOCUMENTATION.md))**: Automatically adds documentation to un-documented functions/classes in the PR.
\
**Generate Custom Labels ([`/generate_labels`](./docs/GENERATE_CUSTOM_LABELS.md))**: Automatically suggests custom labels based on the PR code changes.
See the [Installation Guide](./INSTALL.md) for instructions on installing and running the tool on different git platforms.
See the [Installation Guide](./INSTALL.md) for instructions how to install and run the tool on different platforms.
See the [Usage Guide](./Usage.md) for running the PR-Agent commands via different interfaces, including _CLI_, _online usage_, or by _automatically triggering_ them when a new PR is opened.
See the [Usage Guide](./Usage.md) for instructions how to run the different tools from _CLI_, _online usage_, or by _automatically triggering_ them when a new PR is opened.
See the [Tools Guide](./docs/TOOLS_GUIDE.md) for detailed description of the different tools (tools are run via the commands).
See the [Tools Guide](./docs/TOOLS_GUIDE.md) for detailed description of the different tools.
<h3>Example results:</h3>
</div>
@ -140,7 +135,7 @@ Review the [usage guide](./Usage.md) section for detailed instructions how to us
## Try it now
Try the GPT-4 powered PR-Agent instantly on _your public GitHub repository_. Just mention `@CodiumAI-Agent` and add the desired command in any PR comment. The agent will generate a response based on your command.
You can try GPT-4 powered PR-Agent, on your public GitHub repository, instantly. Just mention `@CodiumAI-Agent` and add the desired command in any PR comment. The agent will generate a response based on your command.
For example, add a comment to any pull request with the following text:
```
@CodiumAI-Agent /review
@ -151,7 +146,6 @@ and the agent will respond with a review of your PR
To set up your own PR-Agent, see the [Installation](#installation) section below.
Note that when you set your own PR-Agent or use CodiumAI hosted PR-Agent, there is no need to mention `@CodiumAI-Agent ...`. Instead, directly start with the command, e.g., `/ask ...`.
---
@ -180,7 +174,7 @@ There are several ways to use PR-Agent:
The following diagram illustrates PR-Agent tools and their flow:
![PR-Agent Tools](https://codium.ai/images/pr_agent/diagram-v0.9.png)
![PR-Agent Tools](https://www.codium.ai/wp-content/uploads/2023/10/codiumai-diagram-v5.png)
Check out the [PR Compression strategy](./PR_COMPRESSION.md) page for more details on how we convert a code diff to a manageable LLM prompt
@ -226,12 +220,9 @@ See the [Release notes](./RELEASE_NOTES.md) for updates on the latest changes.
## Data Privacy
If you use a self-hosted PR-Agent with your OpenAI API key, it is between you and OpenAI. You can read their API data privacy policy here:
If you use self-host PR-Agent, e.g. via CLI running on your computer, with your OpenAI API key, it is between you and OpenAI. You can read their API data privacy policy here:
https://openai.com/enterprise-privacy
When using a PR-Agent app hosted by CodiumAI, we will not store any of your data, nor will we used it for training.
You will also benefit from an OpenAI account with zero data retention.
## Links
[![Join our Discord community](https://raw.githubusercontent.com/Codium-ai/codiumai-vscode-release/main/media/docs/Joincommunity.png)](https://discord.gg/kG35uSHDBc)

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@ -1,42 +1,5 @@
## [Version 0.11] - 2023-12-07
- codiumai/pr-agent:0.11
- codiumai/pr-agent:0.11-github_app
- codiumai/pr-agent:0.11-bitbucket-app
- codiumai/pr-agent:0.11-gitlab_webhook
- codiumai/pr-agent:0.11-github_polling
- codiumai/pr-agent:0.11-github_action
### Added::Algo
- New section in `/describe` tool - [PR changes walkthrough](https://github.com/Codium-ai/pr-agent/pull/509)
- Improving PR Agent [prompts](https://github.com/Codium-ai/pr-agent/pull/501)
- Persistent tools (`/review`, `/describe`) now send an [update message](https://github.com/Codium-ai/pr-agent/pull/499) after finishing
- Add Amazon Bedrock [support](https://github.com/Codium-ai/pr-agent/pull/483)
### Fixed
- Update [dependencies](https://github.com/Codium-ai/pr-agent/pull/503) in requirements.txt for Python 3.12
## [Version 0.10] - 2023-11-15
- codiumai/pr-agent:0.10
- codiumai/pr-agent:0.10-github_app
- codiumai/pr-agent:0.10-bitbucket-app
- codiumai/pr-agent:0.10-gitlab_webhook
- codiumai/pr-agent:0.10-github_polling
- codiumai/pr-agent:0.10-github_action
### Added::Algo
- Review tool now works with [persistent comments](https://github.com/Codium-ai/pr-agent/pull/451) by default
- Bitbucket now publishes review suggestions with [code links](https://github.com/Codium-ai/pr-agent/pull/428)
- Enabling to limit [max number of tokens](https://github.com/Codium-ai/pr-agent/pull/437/files)
- Support ['gpt-4-1106-preview'](https://github.com/Codium-ai/pr-agent/pull/437/files) model
- Support for Google's [Vertex AI](https://github.com/Codium-ai/pr-agent/pull/436)
- Implementing [thresholds](https://github.com/Codium-ai/pr-agent/pull/423) for incremental PR reviews
- Decoupled custom labels from [PR type](https://github.com/Codium-ai/pr-agent/pull/431)
### Fixed
- Fixed bug in [parsing quotes](https://github.com/Codium-ai/pr-agent/pull/446) in CLI
- Preserve [user-added labels](https://github.com/Codium-ai/pr-agent/pull/433) in pull requests
- Bug fixes in GitLab and BitBucket
## Unreleased
- review tool now posts persistent comments by default
## [Version 0.9] - 2023-10-29
- codiumai/pr-agent:0.9

103
Usage.md
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@ -6,7 +6,6 @@
- [Online usage](#online-usage)
- [Working with GitHub App](#working-with-github-app)
- [Working with GitHub Action](#working-with-github-action)
- [Working with BitBucket App](#working-with-bitbucket-self-hosted-app)
- [Changing a model](#changing-a-model)
- [Working with large PRs](#working-with-large-prs)
- [Appendix - additional configurations walkthrough](#appendix---additional-configurations-walkthrough)
@ -33,19 +32,12 @@ The [Tools Guide](./docs/TOOLS_GUIDE.md) provides a detailed description of the
#### 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:
To ignore files or directories, edit the **[ignore.toml](/pr_agent/settings/ignore.toml)** configuration file. This setting is also exposed 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']
```
See [dynaconf envvars documentation](https://www.dynaconf.com/envvars/).
#### 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:
@ -67,7 +59,7 @@ The [git_provider](pr_agent/settings/configuration.toml#L4) field in the configu
### Working from a local repo (CLI)
When running from your local repo (CLI), your local configuration file will be used.
Examples of invoking the different tools via the CLI:
Examples for invoking the different tools via the CLI:
- **Review**: `python -m pr_agent.cli --pr_url=<pr_url> review`
- **Describe**: `python -m pr_agent.cli --pr_url=<pr_url> describe`
@ -91,7 +83,7 @@ python -m pr_agent.cli --pr_url=<pr_url> /review --pr_reviewer.extra_instructio
publish_output=true
verbosity_level=2
```
This is useful for debugging or experimenting with different tools.
This is useful for debugging or experimenting with the different tools.
### Online usage
@ -108,17 +100,17 @@ Commands for invoking the different tools via comments:
To edit a specific configuration value, just add `--config_path=<value>` to any command.
For example, if you want to edit the `review` tool configurations, you can run:
For example if you want to edit the `review` tool configurations, you can run:
```
/review --pr_reviewer.extra_instructions="..." --pr_reviewer.require_score_review=false
```
Any configuration value in [configuration file](pr_agent/settings/configuration.toml) file can be similarly edited. Comment `/config` to see the list of available configurations.
Any configuration value in [configuration file](pr_agent/settings/configuration.toml) file can be similarly edited. comment `/config` to see the list of available configurations.
### 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.
By uploading a local `.pr_agent.toml` file, you can edit and customize any configuration parameter.
For example, if you set in `.pr_agent.toml`:
@ -127,7 +119,7 @@ For example, if you set in `.pr_agent.toml`:
num_code_suggestions=1
```
Then you will overwrite the default number of code suggestions to 1.
Than you will overwrite the default number of code suggestions to be 1.
#### GitHub app automatic tools
The [github_app](pr_agent/settings/configuration.toml#L76) section defines GitHub app-specific configurations.
@ -141,7 +133,7 @@ The GitHub app can respond to the following actions on a PR:
4. `review_requested` - Specifically requesting review (in the PR reviewers list) from the `github-actions[bot]` user
The configuration parameter `handle_pr_actions` defines the list of actions for which the GitHub app will trigger the PR-Agent.
The configuration parameter `pr_commands` defines the list of tools that will be **run automatically** when one of the above actions happens (e.g., a new PR is opened):
The configuration parameter `pr_commands` defines the list of tools that will be **run automatically** when one of the above action happens (e.g. a new PR is opened):
```
[github_app]
handle_pr_actions = ['opened', 'reopened', 'ready_for_review', 'review_requested']
@ -181,11 +173,11 @@ push_commands = [
"/auto_review -i --pr_reviewer.remove_previous_review_comment=true",
]
```
This means that when new code is pushed to the PR, the PR-Agent will run the `describe` and incremental `auto_review` tools.
The means that when new code is pushed to the PR, the PR-Agent will run the `describe` and incremental `auto_review` tools.
For the describe tool, the `add_original_user_description` and `keep_original_user_title` parameters will be set to true.
For the `auto_review` tool, it will run in incremental mode, and the `remove_previous_review_comment` parameter will be set to true.
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.
Much like the configurations for `pr_commands`, you can override the default tool paramteres 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.
@ -226,35 +218,6 @@ For example, you can set an environment variable: `pr_description.add_original_u
add_original_user_description = false
```
### Working with BitBucket Self-Hosted App
Similar to GitHub app, when running PR-Agent from BitBucket 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.
For example, if your local `.pr_agent.toml` file contains:
```
[pr_reviewer]
inline_code_comments = true
```
Each time you invoke a `/review` tool, it will use inline code comments.
#### BitBucket Self-Hosted App automatic tools
You can configure in your local `.pr_agent.toml` file which tools will **run automatically** when a new PR is opened.
Specifically, set the following values:
```yaml
[bitbucket_app]
auto_review = true # set as config var in .pr_agent.toml
auto_describe = true # set as config var in .pr_agent.toml
auto_improve = true # set as config var in .pr_agent.toml
```
`bitbucket_app.auto_review`, `bitbucket_app.auto_describe` and `bitbucket_app.auto_improve` are used to enable/disable automatic tools.
If not set, the default option is that only the `review` tool will run automatically when a new PR is opened.
Note that due to limitations of the bitbucket platform, the `auto_describe` tool will be able to publish a PR description only as a comment.
In addition, some subsections like `PR changes walkthrough` will not appear, since they require the usage of collapsible sections, which are not supported by bitbucket.
### Changing a model
@ -263,7 +226,7 @@ To use a different model than the default (GPT-4), you need to edit [configurati
For models and environments not from OPENAI, you might need to provide additional keys and other parameters. See below for instructions.
#### Azure
To use Azure, set in your `.secrets.toml` (working from CLI), or in the GitHub `Settings > Secrets and variables` (working from GitHub App or GitHub Action):
To use Azure, set in your .secrets.toml:
```
api_key = "" # your azure api key
api_type = "azure"
@ -272,11 +235,12 @@ api_base = "" # The base URL for your Azure OpenAI resource. e.g. "https://<you
openai.deployment_id = "" # The deployment name you chose when you deployed the engine
```
and set in your configuration file:
and
```
[config]
model="" # the OpenAI model you've deployed on Azure (e.g. gpt-3.5-turbo)
```
in the configuration.toml
#### Huggingface
@ -292,7 +256,7 @@ MAX_TOKENS = {
e.g.
MAX_TOKENS={
...,
"ollama/llama2": 4096
"llama2": 4096
}
@ -301,8 +265,6 @@ model = "ollama/llama2"
[ollama] # in .secrets.toml
api_base = ... # the base url for your huggingface inference endpoint
# e.g. if running Ollama locally, you may use:
api_base = "http://localhost:11434/"
```
**Inference Endpoints**
@ -341,41 +303,6 @@ key = ...
Also review the [AiHandler](pr_agent/algo/ai_handler.py) file for instruction how to set keys for other models.
#### Vertex AI
To use Google's Vertex AI platform and its associated models (chat-bison/codechat-bison) set:
```
[config] # in configuration.toml
model = "vertex_ai/codechat-bison"
fallback_models="vertex_ai/codechat-bison"
[vertexai] # in .secrets.toml
vertex_project = "my-google-cloud-project"
vertex_location = ""
```
Your [application default credentials](https://cloud.google.com/docs/authentication/application-default-credentials) will be used for authentication so there is no need to set explicit credentials in most environments.
If you do want to set explicit credentials then you can use the `GOOGLE_APPLICATION_CREDENTIALS` environment variable set to a path to a json credentials file.
#### Amazon Bedrock
To use Amazon Bedrock and its foundational models, add the below configuration:
```
[config] # in configuration.toml
model = "anthropic.claude-v2"
fallback_models="anthropic.claude-instant-v1"
[aws] # in .secrets.toml
bedrock_region = "us-east-1"
```
Note that you have to add access to foundational models before using them. Please refer to [this document](https://docs.aws.amazon.com/bedrock/latest/userguide/setting-up.html) for more details.
AWS session is automatically authenticated from your environment, but you can also explicitly set `AWS_ACCESS_KEY_ID` and `AWS_SECRET_ACCESS_KEY` environment variables.
### Working with large PRs
The default mode of CodiumAI is to have a single call per tool, using GPT-4, which has a token limit of 8000 tokens.

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@ -14,10 +14,6 @@ FROM base as bitbucket_app
ADD pr_agent pr_agent
CMD ["python", "pr_agent/servers/bitbucket_app.py"]
FROM base as bitbucket_server_webhook
ADD pr_agent pr_agent
CMD ["python", "pr_agent/servers/bitbucket_server_webhook.py"]
FROM base as github_polling
ADD pr_agent pr_agent
CMD ["python", "pr_agent/servers/github_polling.py"]

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@ -7,8 +7,8 @@ It can be invoked manually by commenting on any PR:
```
For example:
<kbd><img src=https://codium.ai/images/pr_agent/add_docs_comment.png width="768"></kbd>
<kbd><img src=https://codium.ai/images/pr_agent/add_docs.png width="768"></kbd>
<kbd><img src=./../pics/add_docs_comment.png width="768"></kbd>
<kbd><img src=./../pics/add_docs.png width="768"></kbd>
### Configuration options
- `docs_style`: The exact style of the documentation (for python docstring). you can choose between: `google`, `numpy`, `sphinx`, `restructuredtext`, `plain`. Default is `sphinx`.

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@ -7,5 +7,5 @@ It can be invoked manually by commenting on any PR:
```
For example:
<kbd><img src=https://codium.ai/images/pr_agent/ask_comment.png width="768"></kbd>
<kbd><img src=https://codium.ai/images/pr_agent/ask.png width="768"></kbd>
<kbd><img src=./../pics/ask_comment.png width="768"></kbd>
<kbd><img src=./../pics/ask.png width="768"></kbd>

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@ -1,15 +1,15 @@
# Describe Tool
The `describe` tool scans the PR code changes, and automatically generates PR description - title, type, summary, walkthrough and labels.
The `describe` tool scans the PR code changes, and automatically generates PR description - title, type, summary, code walkthrough and labels.
It can be invoked manually by commenting on any PR:
```
/describe
```
For example:
<kbd><img src=https://codium.ai/images/pr_agent/describe_comment.png width="768"></kbd>
<kbd><img src=./../pics/describe_comment.png width="768"></kbd>
<kbd><img src=https://codium.ai/images/pr_agent/describe.png width="768"></kbd>
<kbd><img src=./../pics/describe.png width="768"></kbd>
The `describe` tool can also be triggered automatically every time a new PR is opened. See examples for automatic triggers for [GitHub App](https://github.com/Codium-ai/pr-agent/blob/main/Usage.md#github-app-automatic-tools) and [GitHub Action](https://github.com/Codium-ai/pr-agent/blob/main/Usage.md#working-with-github-action)
@ -26,15 +26,9 @@ Under the section 'pr_description', the [configuration file](./../pr_agent/setti
- `keep_original_user_title`: if set to true, the tool will keep the original PR title, and won't change it. Default is false.
- `extra_instructions`: Optional extra instructions to the tool. For example: "focus on the changes in the file X. Ignore change in ...".
- To enable `custom labels`, apply the configuration changes described [here](./GENERATE_CUSTOM_LABELS.md#configuration-changes)
- `enable_pr_type`: if set to false, it will not show the `PR type` as a text value in the description content. Default is true.
- `final_update_message`: if set to true, it will add a comment message [`PR Description updated to latest commit...`](https://github.com/Codium-ai/pr-agent/pull/499#issuecomment-1837412176) after finishing calling `/describe`. Default is true.
- `enable_semantic_files_types`: if set to true, "PR changes walkthrough" section will be generated. Default is true.
### Markers template
markers enable to easily integrate user's content and auto-generated content, with a template-like mechanism.
@ -58,11 +52,11 @@ The marker `pr_agent:summary` will be replaced with the PR summary, and `pr_agen
pr_description.use_description_markers: 'true'
```
<kbd><img src=https://codium.ai/images/pr_agent/describe_markers_before.png width="768"></kbd>
<kbd><img src=./../pics/describe_markers_before.png width="768"></kbd>
==>
<kbd><img src=https://codium.ai/images/pr_agent/describe_markers_after.png width="768"></kbd>
<kbd><img src=./../pics/describe_markers_after.png width="768"></kbd>
##### Configuration params:

View File

@ -9,10 +9,10 @@ For example:
If we wish to add detect changes to SQL queries in a given PR, we can add the following custom label along with its description:
<kbd><img src=https://codium.ai/images/pr_agent/custom_labels_list.png width="768"></kbd>
<kbd><img src=./../pics/custom_labels_list.png width="768"></kbd>
When running the `generate_labels` tool on a PR that includes changes in SQL queries, it will automatically suggest the custom label:
<kbd><img src=https://codium.ai/images/pr_agent/custom_label_published.png width="768"></kbd>
<kbd><img src=./../pics/custom_label_published.png width="768"></kbd>
### How to enable custom labels

View File

@ -1,14 +1,14 @@
# Improve Tool
The `improve` tool scans the PR code changes, and automatically generates committable suggestions for improving the PR code.
The `improve` tool scans the PR code changes, and automatically generate committable suggestions for improving the PR code.
It can be invoked manually by commenting on any PR:
```
/improve
```
For example:
<kbd><img src=https://codium.ai/images/pr_agent/improve_comment.png width="768"></kbd>
<kbd><img src=https://codium.ai/images/pr_agent/improve.png width="768"></kbd>
<kbd><img src=./../pics/improve_comment.png width="768"></kbd>
<kbd><img src=./../pics/improve.png width="768"></kbd>
The `improve` tool can also be triggered automatically every time a new PR is opened. See examples for automatic triggers for [GitHub App](https://github.com/Codium-ai/pr-agent/blob/main/Usage.md#github-app-automatic-tools) and [GitHub Action](https://github.com/Codium-ai/pr-agent/blob/main/Usage.md#working-with-github-action)
@ -17,7 +17,7 @@ An extended mode, which does not involve PR Compression and provides more compre
/improve --extended
```
Note that the extended mode divides the PR code changes into chunks, up to the token limits, where each chunk is handled separately (multiple calls to GPT-4).
Hence, the total number of suggestions is proportional to the number of chunks, i.e., the size of the PR.
Hence, the total number of suggestions is proportional to the number of chunks, i.e. the size of the PR.
### Configuration options
@ -33,22 +33,10 @@ Under the section 'pr_code_suggestions', the [configuration file](./../pr_agent/
- `max_number_of_calls`: maximum number of chunks. Default is 5.
- `final_clip_factor`: factor to remove suggestions with low confidence. Default is 0.9.
#### summarize mode
- `summarize`: if set to true, the tool will present the code suggestions in a compact way. Default is false.
In this mode, instead of presenting committable suggestions, the different suggestions will be combined into a single compact comment, with significantly smaller PR footprint.
#### A note on code suggestions quality
For example:
`/improve --pr_code_suggestions.summarize=true`
<kbd><img src=https://codium.ai/images/pr_agent/improved_summerize_open.png width="768"></kbd>
___
### A note on code suggestions quality
- While the current AI for code is getting better and better (GPT-4), it's not flawless. Not all the suggestions will be perfect, and a user should not accept all of them automatically.
- With current level of AI for code (GPT-4), mistakes can happen. Not all the suggestions will be perfect, and a user should not accept all of them automatically.
- Suggestions are not meant to be [simplistic](./../pr_agent/settings/pr_code_suggestions_prompts.toml#L34). Instead, they aim to give deep feedback and raise questions, ideas and thoughts to the user, who can then use his judgment, experience, and understanding of the code base.

View File

@ -7,8 +7,8 @@ It can be invoked manually by commenting on any PR:
```
For example:
<kbd><img src=https://codium.ai/images/pr_agent/review_comment.png width="768"></kbd>
<kbd><img src=https://codium.ai/images/pr_agent/review.png width="768"></kbd>
<kbd><img src=./../pics/review_comment.png width="768"></kbd>
<kbd><img src=./../pics/describe.png width="768"></kbd>
The `review` tool can also be triggered automatically every time a new PR is opened. See examples for automatic triggers for [GitHub App](https://github.com/Codium-ai/pr-agent/blob/main/Usage.md#github-app-automatic-tools) and [GitHub Action](https://github.com/Codium-ai/pr-agent/blob/main/Usage.md#working-with-github-action)
@ -16,22 +16,17 @@ The `review` tool can also be triggered automatically every time a new PR is ope
Under the section 'pr_reviewer', the [configuration file](./../pr_agent/settings/configuration.toml#L16) contains options to customize the 'review' tool:
#### enable\\disable features
- `require_focused_review`: if set to true, the tool will add a section - 'is the PR a focused one'. Default is false.
- `require_score_review`: if set to true, the tool will add a section that scores the PR. Default is false.
- `require_tests_review`: if set to true, the tool will add a section that checks if the PR contains tests. Default is true.
- `require_security_review`: if set to true, the tool will add a section that checks if the PR contains security issues. Default is true.
- `require_estimate_effort_to_review`: if set to true, the tool will add a section that estimates thed effort needed to review the PR. Default is true.
#### general options
- `num_code_suggestions`: number of code suggestions provided by the 'review' tool. Default is 4.
- `inline_code_comments`: if set to true, the tool will publish the code suggestions as comments on the code diff. Default is false.
- `automatic_review`: if set to false, no automatic reviews will be done. Default is true.
- `remove_previous_review_comment`: if set to true, the tool will remove the previous review comment before adding a new one. Default is false.
- `persistent_comment`: if set to true, the review comment will be persistent, meaning that every new review request will edit the previous one. Default is true.
- `persistent_comment`: if set to true, the review comment will be persistent. Default is true.
- `extra_instructions`: Optional extra instructions to the tool. For example: "focus on the changes in the file X. Ignore change in ...".
#### review labels
- `enable_review_labels_security`: if set to true, the tool will publish a 'possible security issue' label if it detects a security issue. Default is true.
- `enable_review_labels_effort`: if set to true, the tool will publish a 'Review effort [1-5]: x' label. Default is false.
- To enable `custom labels`, apply the configuration changes described [here](./GENERATE_CUSTOM_LABELS.md#configuration-changes)
#### Incremental Mode
For an incremental review, which only considers changes since the last PR-Agent review, this can be useful when working on the PR in an iterative manner, and you want to focus on the changes since the last review instead of reviewing the entire PR again, the following command can be used:
@ -40,7 +35,7 @@ For an incremental review, which only considers changes since the last PR-Agent
```
Note that the incremental mode is only available for GitHub.
<kbd><img src=https://codium.ai/images/pr_agent/incremental_review.png width="768"></kbd>
<kbd><img src=./../pics/incremental_review.png width="768"></kbd>
Under the section 'pr_reviewer', the [configuration file](./../pr_agent/settings/configuration.toml#L16) contains options to customize the 'review -i' tool.
These configurations can be used to control the rate at which the incremental review tool will create new review comments when invoked automatically, to prevent making too much noise in the PR.
@ -63,9 +58,9 @@ By invoking:
```
The tool will first ask the author questions about the PR, and will guide the review based on his answers.
<kbd><img src=https://codium.ai/images/pr_agent/reflection_questions.png width="768"></kbd>
<kbd><img src=https://codium.ai/images/pr_agent/reflection_answers.png width="768"></kbd>
<kbd><img src=https://codium.ai/images/pr_agent/reflection_insights.png width="768"></kbd>
<kbd><img src=./../pics/reflection_questions.png width="768"></kbd>
<kbd><img src=./../pics/reflection_answers.png width="768"></kbd>
<kbd><img src=./../pics/reflection_insights.png width="768"></kbd>
#### A note on code suggestions quality

View File

@ -6,9 +6,9 @@ It can be invoked manually by commenting on any PR:
```
For example:
<kbd><img src=https://codium.ai/images/pr_agent/similar_issue_original_issue.png width="768"></kbd>
<kbd><img src=https://codium.ai/images/pr_agent/similar_issue_comment.png width="768"></kbd>
<kbd><img src=https://codium.ai/images/pr_agent/similar_issue.png width="768"></kbd>
<kbd><img src=./../pics/similar_issue_original_issue.png width="768"></kbd>
<kbd><img src=./../pics/similar_issue_comment.png width="768"></kbd>
<kbd><img src=./../pics/similar_issue.png width="768"></kbd>
Note that to perform retrieval, the `similar_issue` tool indexes all the repo previous issues (once).

View File

@ -7,8 +7,8 @@ It can be invoked manually by commenting on any PR:
```
For example:
<kbd><img src=https://codium.ai/images/pr_agent/update_changelog_comment.png width="768"></kbd>
<kbd><img src=https://codium.ai/images/pr_agent/update_changelog.png width="768"></kbd>
<kbd><img src=./../pics/update_changelog_comment.png width="768"></kbd>
<kbd><img src=./../pics/update_changelog.png width="768"></kbd>
### Configuration options

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@ -13,12 +13,5 @@ MAX_TOKENS = {
'claude-2': 100000,
'command-nightly': 4096,
'replicate/llama-2-70b-chat:2c1608e18606fad2812020dc541930f2d0495ce32eee50074220b87300bc16e1': 4096,
'meta-llama/Llama-2-7b-chat-hf': 4096,
'vertex_ai/codechat-bison': 6144,
'vertex_ai/codechat-bison-32k': 32000,
'codechat-bison': 6144,
'codechat-bison-32k': 32000,
'anthropic.claude-v2': 100000,
'anthropic.claude-instant-v1': 100000,
'anthropic.claude-v1': 100000,
'meta-llama/Llama-2-7b-chat-hf': 4096
}

View File

@ -1,6 +1,5 @@
import os
import boto3
import litellm
import openai
from litellm import acompletion
@ -24,10 +23,7 @@ class AiHandler:
Initializes the OpenAI API key and other settings from a configuration file.
Raises a ValueError if the OpenAI key is missing.
"""
self.azure = False
self.aws_bedrock_client = None
if get_settings().get("OPENAI.KEY", None):
try:
openai.api_key = get_settings().openai.key
litellm.openai_key = get_settings().openai.key
if get_settings().get("litellm.use_client"):
@ -35,6 +31,7 @@ class AiHandler:
assert litellm_token, "LITELLM_TOKEN is required"
os.environ["LITELLM_TOKEN"] = litellm_token
litellm.use_client = True
self.azure = False
if get_settings().get("OPENAI.ORG", None):
litellm.organization = get_settings().openai.org
if get_settings().get("OPENAI.API_TYPE", None):
@ -57,17 +54,8 @@ class AiHandler:
litellm.huggingface_key = get_settings().huggingface.key
if get_settings().get("HUGGINGFACE.API_BASE", None):
litellm.api_base = get_settings().huggingface.api_base
if get_settings().get("VERTEXAI.VERTEX_PROJECT", None):
litellm.vertex_project = get_settings().vertexai.vertex_project
litellm.vertex_location = get_settings().get(
"VERTEXAI.VERTEX_LOCATION", None
)
if get_settings().get("AWS.BEDROCK_REGION", None):
litellm.AmazonAnthropicConfig.max_tokens_to_sample = 2000
self.aws_bedrock_client = boto3.client(
service_name="bedrock-runtime",
region_name=get_settings().aws.bedrock_region,
)
except AttributeError as e:
raise ValueError("OpenAI key is required") from e
@property
def deployment_id(self):
@ -108,16 +96,13 @@ class AiHandler:
if self.azure:
model = 'azure/' + model
messages = [{"role": "system", "content": system}, {"role": "user", "content": user}]
kwargs = {
"model": model,
"deployment_id": deployment_id,
"messages": messages,
"temperature": temperature,
"force_timeout": get_settings().config.ai_timeout,
}
if self.aws_bedrock_client:
kwargs["aws_bedrock_client"] = self.aws_bedrock_client
response = await acompletion(**kwargs)
response = await acompletion(
model=model,
deployment_id=deployment_id,
messages=messages,
temperature=temperature,
force_timeout=get_settings().config.ai_timeout
)
except (APIError, Timeout, TryAgain) as e:
get_logger().error("Error during OpenAI inference: ", e)
raise

View File

@ -11,12 +11,7 @@ def filter_ignored(files):
try:
# load regex patterns, and translate glob patterns to regex
patterns = get_settings().ignore.regex
if isinstance(patterns, str):
patterns = [patterns]
glob_setting = get_settings().ignore.glob
if isinstance(glob_setting, str): # --ignore.glob=[.*utils.py], --ignore.glob=.*utils.py
glob_setting = glob_setting.strip('[]').split(",")
patterns += [fnmatch.translate(glob) for glob in glob_setting]
patterns += [fnmatch.translate(glob) for glob in get_settings().ignore.glob]
# compile all valid patterns
compiled_patterns = []

View File

@ -3,7 +3,8 @@ from typing import Dict
from pr_agent.config_loader import get_settings
language_extension_map_org = get_settings().language_extension_map_org
language_extension_map = {k.lower(): v for k, v in language_extension_map_org.items()}
# Bad Extensions, source: https://github.com/EleutherAI/github-downloader/blob/345e7c4cbb9e0dc8a0615fd995a08bf9d73b3fe6/download_repo_text.py # noqa: E501
bad_extensions = get_settings().bad_extensions.default
@ -28,8 +29,6 @@ def sort_files_by_main_languages(languages: Dict, files: list):
# languages_sorted = sorted(languages, key=lambda x: x[1], reverse=True)
# get all extensions for the languages
main_extensions = []
language_extension_map_org = get_settings().language_extension_map_org
language_extension_map = {k.lower(): v for k, v in language_extension_map_org.items()}
for language in languages_sorted_list:
if language.lower() in language_extension_map:
main_extensions.append(language_extension_map[language.lower()])

View File

@ -10,7 +10,7 @@ from github import RateLimitExceededException
from pr_agent.algo.git_patch_processing import convert_to_hunks_with_lines_numbers, extend_patch, handle_patch_deletions
from pr_agent.algo.language_handler import sort_files_by_main_languages
from pr_agent.algo.file_filter import filter_ignored
from pr_agent.algo.token_handler import TokenHandler
from pr_agent.algo.token_handler import TokenHandler, get_token_encoder
from pr_agent.algo.utils import get_max_tokens
from pr_agent.config_loader import get_settings
from pr_agent.git_providers.git_provider import FilePatchInfo, GitProvider, EDIT_TYPE
@ -282,7 +282,7 @@ def find_line_number_of_relevant_line_in_file(diff_files: List[FilePatchInfo],
r"^@@ -(\d+)(?:,(\d+))? \+(\d+)(?:,(\d+))? @@[ ]?(.*)")
for file in diff_files:
if file.filename and (file.filename.strip() == relevant_file):
if file.filename.strip() == relevant_file:
patch = file.patch
patch_lines = patch.splitlines()
@ -326,6 +326,35 @@ def find_line_number_of_relevant_line_in_file(diff_files: List[FilePatchInfo],
return position, absolute_position
def clip_tokens(text: str, max_tokens: int) -> str:
"""
Clip the number of tokens in a string to a maximum number of tokens.
Args:
text (str): The string to clip.
max_tokens (int): The maximum number of tokens allowed in the string.
Returns:
str: The clipped string.
"""
if not text:
return text
try:
encoder = get_token_encoder()
num_input_tokens = len(encoder.encode(text))
if num_input_tokens <= max_tokens:
return text
num_chars = len(text)
chars_per_token = num_chars / num_input_tokens
num_output_chars = int(chars_per_token * max_tokens)
clipped_text = text[:num_output_chars]
return clipped_text
except Exception as e:
get_logger().warning(f"Failed to clip tokens: {e}")
return text
def get_pr_multi_diffs(git_provider: GitProvider,
token_handler: TokenHandler,
model: str,

View File

@ -11,7 +11,6 @@ import yaml
from starlette_context import context
from pr_agent.algo import MAX_TOKENS
from pr_agent.algo.token_handler import get_token_encoder
from pr_agent.config_loader import get_settings, global_settings
from pr_agent.log import get_logger
@ -58,15 +57,14 @@ def convert_to_markdown(output_data: dict, gfm_supported: bool=True) -> str:
emoji = emojis.get(key, "")
if key.lower() == 'code feedback':
if gfm_supported:
markdown_text += f"\n\n- "
markdown_text += f"<details><summary> { emoji } Code feedback:</summary>"
markdown_text += f"\n\n- **<details><summary> { emoji } Code feedback:**</summary>\n\n"
else:
markdown_text += f"\n\n- **{emoji} Code feedback:**\n\n"
else:
markdown_text += f"- {emoji} **{key}:**\n\n"
for i, item in enumerate(value):
for item in value:
if isinstance(item, dict) and key.lower() == 'code feedback':
markdown_text += parse_code_suggestion(item, i, gfm_supported)
markdown_text += parse_code_suggestion(item, gfm_supported)
elif item:
markdown_text += f" - {item}\n"
if key.lower() == 'code feedback':
@ -80,7 +78,7 @@ def convert_to_markdown(output_data: dict, gfm_supported: bool=True) -> str:
return markdown_text
def parse_code_suggestion(code_suggestions: dict, i: int = 0, gfm_supported: bool = True) -> str:
def parse_code_suggestion(code_suggestions: dict, gfm_supported: bool=True) -> str:
"""
Convert a dictionary of data into markdown format.
@ -91,34 +89,6 @@ def parse_code_suggestion(code_suggestions: dict, i: int = 0, gfm_supported: boo
str: A string containing the markdown formatted text generated from the input dictionary.
"""
markdown_text = ""
if gfm_supported and 'relevant line' in code_suggestions:
if i == 0:
markdown_text += "<hr>"
markdown_text += '<table>'
for sub_key, sub_value in code_suggestions.items():
try:
if sub_key.lower() == 'relevant file':
relevant_file = sub_value.strip('`').strip('"').strip("'")
markdown_text += f"<tr><td>{sub_key}</td><td>{relevant_file}</td></tr>"
# continue
elif sub_key.lower() == 'suggestion':
markdown_text += f"<tr><td>{sub_key} &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</td><td><strong>{sub_value}</strong></td></tr>"
elif sub_key.lower() == 'relevant line':
markdown_text += f"<tr><td>relevant line</td>"
sub_value_list = sub_value.split('](')
relevant_line = sub_value_list[0].lstrip('`').lstrip('[')
if len(sub_value_list) > 1:
link = sub_value_list[1].rstrip(')').strip('`')
markdown_text += f"<td><a href={link}>{relevant_line}</a></td>"
else:
markdown_text += f"<td>{relevant_line}</td>"
markdown_text += "</tr>"
except Exception as e:
get_logger().exception(f"Failed to parse code suggestion: {e}")
pass
markdown_text += '</table>'
markdown_text += "<hr>"
else:
for sub_key, sub_value in code_suggestions.items():
if isinstance(sub_value, dict): # "code example"
markdown_text += f" - **{sub_key}:**\n"
@ -312,76 +282,67 @@ def _fix_key_value(key: str, value: str):
try:
value = yaml.safe_load(value)
except Exception as e:
get_logger().debug(f"Failed to parse YAML for config override {key}={value}", exc_info=e)
get_logger().error(f"Failed to parse YAML for config override {key}={value}", exc_info=e)
return key, value
def load_yaml(response_text: str) -> dict:
response_text = response_text.removeprefix('```yaml').rstrip('`')
def load_yaml(review_text: str) -> dict:
test = 1
review_text = review_text.removeprefix('```yaml').rstrip('`')
try:
data = yaml.safe_load(response_text)
data = yaml.safe_load(review_text)
except Exception as e:
get_logger().error(f"Failed to parse AI prediction: {e}")
data = try_fix_yaml(response_text)
data = try_fix_yaml(review_text)
return data
def try_fix_yaml(response_text: str) -> dict:
response_text_lines = response_text.split('\n')
def try_fix_yaml(review_text: str) -> dict:
review_text_lines = review_text.split('\n')
keys = ['relevant line:', 'suggestion content:', 'relevant file:']
# first fallback - try to convert 'relevant line: ...' to relevant line: |-\n ...'
response_text_lines_copy = response_text_lines.copy()
for i in range(0, len(response_text_lines_copy)):
for key in keys:
if key in response_text_lines_copy[i] and not '|-' in response_text_lines_copy[i]:
response_text_lines_copy[i] = response_text_lines_copy[i].replace(f'{key}',
f'{key} |-\n ')
review_text_lines_copy = review_text_lines.copy()
for i in range(0, len(review_text_lines_copy)):
if 'relevant line:' in review_text_lines_copy[i] and not '|-' in review_text_lines_copy[i]:
review_text_lines_copy[i] = review_text_lines_copy[i].replace('relevant line: ',
'relevant line: |-\n ')
try:
data = yaml.safe_load('\n'.join(response_text_lines_copy))
get_logger().info(f"Successfully parsed AI prediction after adding |-\n")
data = yaml.load('\n'.join(review_text_lines_copy), Loader=yaml.SafeLoader)
get_logger().info(f"Successfully parsed AI prediction after adding |-\n to relevant line")
return data
except:
get_logger().info(f"Failed to parse AI prediction after adding |-\n")
get_logger().debug(f"Failed to parse AI prediction after adding |-\n to relevant line")
# second fallback - try to remove last lines
data = {}
for i in range(1, len(response_text_lines)):
response_text_lines_tmp = '\n'.join(response_text_lines[:-i])
for i in range(1, len(review_text_lines)):
review_text_lines_tmp = '\n'.join(review_text_lines[:-i])
try:
data = yaml.safe_load(response_text_lines_tmp,)
data = yaml.load(review_text_lines_tmp, Loader=yaml.SafeLoader)
get_logger().info(f"Successfully parsed AI prediction after removing {i} lines")
break
except:
pass
# thrid fallback - try to remove leading and trailing curly brackets
response_text_copy = response_text.strip().rstrip().removeprefix('{').removesuffix('}')
try:
data = yaml.safe_load(response_text_copy,)
get_logger().info(f"Successfully parsed AI prediction after removing curly brackets")
return data
except:
pass
def set_custom_labels(variables, git_provider=None):
def set_custom_labels(variables):
if not get_settings().config.enable_custom_labels:
return
labels = get_settings().custom_labels
if not labels:
# set default labels
labels = ['Bug fix', 'Tests', 'Bug fix with tests', 'Enhancement', 'Documentation', 'Other']
labels = ['Bug fix', 'Tests', 'Bug fix with tests', 'Refactoring', 'Enhancement', 'Documentation', 'Other']
labels_list = "\n - ".join(labels) if labels else ""
labels_list = f" - {labels_list}" if labels_list else ""
variables["custom_labels"] = labels_list
return
# Set custom labels
variables["custom_labels_class"] = "class Label(str, Enum):"
final_labels = ""
for k, v in labels.items():
description = v['description'].strip('\n').replace('\n', '\\n')
variables["custom_labels_class"] += f"\n {k.lower().replace(' ', '_')} = '{k}' # {description}"
final_labels += f" - {k} ({v['description']})\n"
variables["custom_labels"] = final_labels
variables["custom_labels_examples"] = f" - {list(labels.keys())[0]}"
def get_user_labels(current_labels: List[str] = None):
"""
@ -392,7 +353,7 @@ def get_user_labels(current_labels: List[str] = None):
current_labels = []
user_labels = []
for label in current_labels:
if label.lower() in ['bug fix', 'tests', 'enhancement', 'documentation', 'other']:
if label.lower() in ['bug fix', 'tests', 'refactoring', 'enhancement', 'documentation', 'other']:
continue
if get_settings().config.enable_custom_labels:
if label in get_settings().custom_labels:
@ -408,43 +369,8 @@ def get_user_labels(current_labels: List[str] = None):
def get_max_tokens(model):
settings = get_settings()
if model in MAX_TOKENS:
max_tokens_model = MAX_TOKENS[model]
else:
raise Exception(f"MAX_TOKENS must be set for model {model} in ./pr_agent/algo/__init__.py")
if settings.config.max_model_tokens:
max_tokens_model = min(settings.config.max_model_tokens, max_tokens_model)
# get_logger().debug(f"limiting max tokens to {max_tokens_model}")
return max_tokens_model
def clip_tokens(text: str, max_tokens: int, add_three_dots=True) -> str:
"""
Clip the number of tokens in a string to a maximum number of tokens.
Args:
text (str): The string to clip.
max_tokens (int): The maximum number of tokens allowed in the string.
add_three_dots (bool, optional): A boolean indicating whether to add three dots at the end of the clipped
Returns:
str: The clipped string.
"""
if not text:
return text
try:
encoder = get_token_encoder()
num_input_tokens = len(encoder.encode(text))
if num_input_tokens <= max_tokens:
return text
num_chars = len(text)
chars_per_token = num_chars / num_input_tokens
num_output_chars = int(chars_per_token * max_tokens)
clipped_text = text[:num_output_chars]
if add_three_dots:
clipped_text += "...(truncated)"
return clipped_text
except Exception as e:
get_logger().warning(f"Failed to clip tokens: {e}")
return text

View File

@ -36,10 +36,6 @@ Extended mode ('improve --extended') employs several calls, and provides a more
-update_changelog - Update the changelog based on the PR's contents.
- add_docs
- generate_labels
Configuration:
To edit any configuration parameter from 'configuration.toml', just add -config_path=<value>.

View File

@ -26,7 +26,6 @@ global_settings = Dynaconf(
"settings/pr_custom_labels.toml",
"settings/pr_add_docs.toml",
"settings_prod/.secrets.toml",
"settings_prod/.secrets_foo.toml",
"settings/custom_labels.toml"
]]
)

View File

@ -1,6 +1,5 @@
from pr_agent.config_loader import get_settings
from pr_agent.git_providers.bitbucket_provider import BitbucketProvider
from pr_agent.git_providers.bitbucket_server_provider import BitbucketServerProvider
from pr_agent.git_providers.codecommit_provider import CodeCommitProvider
from pr_agent.git_providers.github_provider import GithubProvider
from pr_agent.git_providers.gitlab_provider import GitLabProvider
@ -13,7 +12,6 @@ _GIT_PROVIDERS = {
'github': GithubProvider,
'gitlab': GitLabProvider,
'bitbucket': BitbucketProvider,
'bitbucket_server': BitbucketServerProvider,
'azure': AzureDevopsProvider,
'codecommit': CodeCommitProvider,
'local' : LocalGitProvider,

View File

@ -14,8 +14,9 @@ try:
except ImportError:
AZURE_DEVOPS_AVAILABLE = False
from ..algo.pr_processing import clip_tokens
from ..config_loader import get_settings
from ..algo.utils import load_large_diff, clip_tokens
from ..algo.utils import load_large_diff
from ..algo.language_handler import is_valid_file
from .git_provider import EDIT_TYPE, FilePatchInfo

View File

@ -153,29 +153,17 @@ class BitbucketProvider(GitProvider):
self.diff_files = diff_files
return diff_files
def get_latest_commit_url(self):
return self.pr.data['source']['commit']['links']['html']['href']
def get_comment_url(self, comment):
return comment.data['links']['html']['href']
def publish_persistent_comment(self, pr_comment: str, initial_header: str, update_header: bool = True):
def publish_persistent_comment(self, pr_comment: str, initial_text: str, updated_text: str):
try:
for comment in self.pr.comments():
body = comment.raw
if initial_header in body:
latest_commit_url = self.get_latest_commit_url()
comment_url = self.get_comment_url(comment)
if update_header:
updated_header = f"{initial_header}\n\n### (review updated until commit {latest_commit_url})\n"
pr_comment_updated = pr_comment.replace(initial_header, updated_header)
if initial_text in body:
if updated_text:
pr_comment_updated = pr_comment.replace(initial_text, updated_text)
else:
pr_comment_updated = pr_comment
get_logger().info(f"Persistent mode- updating comment {comment_url} to latest review message")
d = {"content": {"raw": pr_comment_updated}}
response = comment._update_data(comment.put(None, data=d))
self.publish_comment(
f"**[Persistent review]({comment_url})** updated to latest commit {latest_commit_url}")
return
except Exception as e:
get_logger().exception(f"Failed to update persistent review, error: {e}")
@ -228,13 +216,6 @@ class BitbucketProvider(GitProvider):
)
return response
def get_line_link(self, relevant_file: str, relevant_line_start: int, relevant_line_end: int = None) -> str:
if relevant_line_start == -1:
link = f"{self.pr_url}/#L{relevant_file}"
else:
link = f"{self.pr_url}/#L{relevant_file}T{relevant_line_start}"
return link
def generate_link_to_relevant_line_number(self, suggestion) -> str:
try:
relevant_file = suggestion['relevant file'].strip('`').strip("'")
@ -257,15 +238,7 @@ class BitbucketProvider(GitProvider):
def publish_inline_comments(self, comments: list[dict]):
for comment in comments:
if 'position' in comment:
self.publish_inline_comment(comment['body'], comment['position'], comment['path'])
elif 'start_line' in comment: # multi-line comment
# note that bitbucket does not seem to support range - only a comment on a single line - https://community.developer.atlassian.com/t/api-post-endpoint-for-inline-pull-request-comments/60452
self.publish_inline_comment(comment['body'], comment['start_line'], comment['path'])
elif 'line' in comment: # single-line comment
self.publish_inline_comment(comment['body'], comment['line'], comment['path'])
else:
get_logger().error(f"Could not publish inline comment {comment}")
def get_title(self):
return self.pr.title
@ -354,5 +327,5 @@ class BitbucketProvider(GitProvider):
pass
# bitbucket does not support labels
def get_pr_labels(self):
def get_labels(self):
pass

View File

@ -1,351 +0,0 @@
import json
from typing import Optional, Tuple
from urllib.parse import urlparse
import requests
from atlassian.bitbucket import Bitbucket
from starlette_context import context
from .git_provider import FilePatchInfo, GitProvider, EDIT_TYPE
from ..algo.pr_processing import find_line_number_of_relevant_line_in_file
from ..algo.utils import load_large_diff
from ..config_loader import get_settings
from ..log import get_logger
class BitbucketServerProvider(GitProvider):
def __init__(
self, pr_url: Optional[str] = None, incremental: Optional[bool] = False
):
s = requests.Session()
try:
bearer = context.get("bitbucket_bearer_token", None)
s.headers["Authorization"] = f"Bearer {bearer}"
except Exception:
s.headers[
"Authorization"
] = f'Bearer {get_settings().get("BITBUCKET_SERVER.BEARER_TOKEN", None)}'
s.headers["Content-Type"] = "application/json"
self.headers = s.headers
self.bitbucket_server_url = None
self.workspace_slug = None
self.repo_slug = None
self.repo = None
self.pr_num = None
self.pr = None
self.pr_url = pr_url
self.temp_comments = []
self.incremental = incremental
self.diff_files = None
self.bitbucket_pull_request_api_url = pr_url
self.bitbucket_server_url = self._parse_bitbucket_server(url=pr_url)
self.bitbucket_client = Bitbucket(url=self.bitbucket_server_url,
token=get_settings().get("BITBUCKET_SERVER.BEARER_TOKEN", None))
if pr_url:
self.set_pr(pr_url)
def get_repo_settings(self):
try:
url = (f"{self.bitbucket_server_url}/projects/{self.workspace_slug}/repos/{self.repo_slug}/src/"
f"{self.pr.destination_branch}/.pr_agent.toml")
response = requests.request("GET", url, headers=self.headers)
if response.status_code == 404: # not found
return ""
contents = response.text.encode('utf-8')
return contents
except Exception:
return ""
def publish_code_suggestions(self, code_suggestions: list) -> bool:
"""
Publishes code suggestions as comments on the PR.
"""
post_parameters_list = []
for suggestion in code_suggestions:
body = suggestion["body"]
relevant_file = suggestion["relevant_file"]
relevant_lines_start = suggestion["relevant_lines_start"]
relevant_lines_end = suggestion["relevant_lines_end"]
if not relevant_lines_start or relevant_lines_start == -1:
if get_settings().config.verbosity_level >= 2:
get_logger().exception(
f"Failed to publish code suggestion, relevant_lines_start is {relevant_lines_start}"
)
continue
if relevant_lines_end < relevant_lines_start:
if get_settings().config.verbosity_level >= 2:
get_logger().exception(
f"Failed to publish code suggestion, "
f"relevant_lines_end is {relevant_lines_end} and "
f"relevant_lines_start is {relevant_lines_start}"
)
continue
if relevant_lines_end > relevant_lines_start:
post_parameters = {
"body": body,
"path": relevant_file,
"line": relevant_lines_end,
"start_line": relevant_lines_start,
"start_side": "RIGHT",
}
else: # API is different for single line comments
post_parameters = {
"body": body,
"path": relevant_file,
"line": relevant_lines_start,
"side": "RIGHT",
}
post_parameters_list.append(post_parameters)
try:
self.publish_inline_comments(post_parameters_list)
return True
except Exception as e:
if get_settings().config.verbosity_level >= 2:
get_logger().error(f"Failed to publish code suggestion, error: {e}")
return False
def is_supported(self, capability: str) -> bool:
if capability in ['get_issue_comments', 'get_labels', 'gfm_markdown']:
return False
return True
def set_pr(self, pr_url: str):
self.workspace_slug, self.repo_slug, self.pr_num = self._parse_pr_url(pr_url)
self.pr = self._get_pr()
def get_file(self, path: str, commit_id: str):
file_content = ""
try:
file_content = self.bitbucket_client.get_content_of_file(self.workspace_slug,
self.repo_slug,
path,
commit_id)
except requests.HTTPError as e:
get_logger().debug(f"File {path} not found at commit id: {commit_id}")
return file_content
def get_files(self):
changes = self.bitbucket_client.get_pull_requests_changes(self.workspace_slug, self.repo_slug, self.pr_num)
diffstat = [change["path"]['toString'] for change in changes]
return diffstat
def get_diff_files(self) -> list[FilePatchInfo]:
if self.diff_files:
return self.diff_files
commits_in_pr = self.bitbucket_client.get_pull_requests_commits(
self.workspace_slug,
self.repo_slug,
self.pr_num
)
commit_list = list(commits_in_pr)
base_sha, head_sha = commit_list[0]['parents'][0]['id'], commit_list[-1]['id']
diff_files = []
original_file_content_str = ""
new_file_content_str = ""
changes = self.bitbucket_client.get_pull_requests_changes(self.workspace_slug, self.repo_slug, self.pr_num)
for change in changes:
file_path = change['path']['toString']
match change['type']:
case 'ADD':
edit_type = EDIT_TYPE.ADDED
new_file_content_str = self.get_file(file_path, head_sha)
if isinstance(new_file_content_str, (bytes, bytearray)):
new_file_content_str = new_file_content_str.decode("utf-8")
original_file_content_str = ""
case 'DELETE':
edit_type = EDIT_TYPE.DELETED
new_file_content_str = ""
original_file_content_str = self.get_file(file_path, base_sha)
if isinstance(original_file_content_str, (bytes, bytearray)):
original_file_content_str = original_file_content_str.decode("utf-8")
case 'RENAME':
edit_type = EDIT_TYPE.RENAMED
case _:
edit_type = EDIT_TYPE.MODIFIED
original_file_content_str = self.get_file(file_path, base_sha)
if isinstance(original_file_content_str, (bytes, bytearray)):
original_file_content_str = original_file_content_str.decode("utf-8")
new_file_content_str = self.get_file(file_path, head_sha)
if isinstance(new_file_content_str, (bytes, bytearray)):
new_file_content_str = new_file_content_str.decode("utf-8")
patch = load_large_diff(file_path, new_file_content_str, original_file_content_str)
diff_files.append(
FilePatchInfo(
original_file_content_str,
new_file_content_str,
patch,
file_path,
edit_type=edit_type,
)
)
self.diff_files = diff_files
return diff_files
def publish_comment(self, pr_comment: str, is_temporary: bool = False):
if not is_temporary:
self.bitbucket_client.add_pull_request_comment(self.workspace_slug, self.repo_slug, self.pr_num, pr_comment)
def remove_initial_comment(self):
try:
for comment in self.temp_comments:
self.remove_comment(comment)
except ValueError as e:
get_logger().exception(f"Failed to remove temp comments, error: {e}")
def remove_comment(self, comment):
pass
# funtion to create_inline_comment
def create_inline_comment(self, body: str, relevant_file: str, relevant_line_in_file: str):
position, absolute_position = find_line_number_of_relevant_line_in_file(
self.get_diff_files(),
relevant_file.strip('`'),
relevant_line_in_file
)
if position == -1:
if get_settings().config.verbosity_level >= 2:
get_logger().info(f"Could not find position for {relevant_file} {relevant_line_in_file}")
subject_type = "FILE"
else:
subject_type = "LINE"
path = relevant_file.strip()
return dict(body=body, path=path, position=absolute_position) if subject_type == "LINE" else {}
def publish_inline_comment(self, comment: str, from_line: int, file: str):
payload = {
"text": comment,
"severity": "NORMAL",
"anchor": {
"diffType": "EFFECTIVE",
"path": file,
"lineType": "ADDED",
"line": from_line,
"fileType": "TO"
}
}
response = requests.post(url=self._get_pr_comments_url(), json=payload, headers=self.headers)
return response
def generate_link_to_relevant_line_number(self, suggestion) -> str:
try:
relevant_file = suggestion['relevant file'].strip('`').strip("'")
relevant_line_str = suggestion['relevant line']
if not relevant_line_str:
return ""
diff_files = self.get_diff_files()
position, absolute_position = find_line_number_of_relevant_line_in_file \
(diff_files, relevant_file, relevant_line_str)
if absolute_position != -1 and self.pr_url:
link = f"{self.pr_url}/#L{relevant_file}T{absolute_position}"
return link
except Exception as e:
if get_settings().config.verbosity_level >= 2:
get_logger().info(f"Failed adding line link, error: {e}")
return ""
def publish_inline_comments(self, comments: list[dict]):
for comment in comments:
self.publish_inline_comment(comment['body'], comment['position'], comment['path'])
def get_title(self):
return self.pr.title
def get_languages(self):
return {"yaml": 0} # devops LOL
def get_pr_branch(self):
return self.pr.fromRef['displayId']
def get_pr_description_full(self):
return self.pr.description
def get_user_id(self):
return 0
def get_issue_comments(self):
raise NotImplementedError(
"Bitbucket provider does not support issue comments yet"
)
def add_eyes_reaction(self, issue_comment_id: int) -> Optional[int]:
return True
def remove_reaction(self, issue_comment_id: int, reaction_id: int) -> bool:
return True
@staticmethod
def _parse_bitbucket_server(url: str) -> str:
parsed_url = urlparse(url)
return f"{parsed_url.scheme}://{parsed_url.netloc}"
@staticmethod
def _parse_pr_url(pr_url: str) -> Tuple[str, str, int]:
parsed_url = urlparse(pr_url)
path_parts = parsed_url.path.strip("/").split("/")
if len(path_parts) < 6 or path_parts[4] != "pull-requests":
raise ValueError(
"The provided URL does not appear to be a Bitbucket PR URL"
)
workspace_slug = path_parts[1]
repo_slug = path_parts[3]
try:
pr_number = int(path_parts[5])
except ValueError as e:
raise ValueError("Unable to convert PR number to integer") from e
return workspace_slug, repo_slug, pr_number
def _get_repo(self):
if self.repo is None:
self.repo = self.bitbucket_client.get_repo(self.workspace_slug, self.repo_slug)
return self.repo
def _get_pr(self):
pr = self.bitbucket_client.get_pull_request(self.workspace_slug, self.repo_slug, pull_request_id=self.pr_num)
return type('new_dict', (object,), pr)
def _get_pr_file_content(self, remote_link: str):
return ""
def get_commit_messages(self):
def get_commit_messages(self):
raise NotImplementedError("Get commit messages function not implemented yet.")
# bitbucket does not support labels
def publish_description(self, pr_title: str, description: str):
payload = json.dumps({
"description": description,
"title": pr_title
})
response = requests.put(url=self.bitbucket_pull_request_api_url, headers=self.headers, data=payload)
return response
# bitbucket does not support labels
def publish_labels(self, pr_types: list):
pass
# bitbucket does not support labels
def get_pr_labels(self):
pass
def _get_pr_comments_url(self):
return f"{self.bitbucket_server_url}/rest/api/latest/projects/{self.workspace_slug}/repos/{self.repo_slug}/pull-requests/{self.pr_num}/comments"

View File

@ -6,9 +6,9 @@ from urllib.parse import urlparse
from pr_agent.git_providers.codecommit_client import CodeCommitClient
from ..algo.language_handler import is_valid_file, language_extension_map
from ..algo.utils import load_large_diff
from .git_provider import EDIT_TYPE, FilePatchInfo, GitProvider
from ..config_loader import get_settings
from ..log import get_logger
@ -61,7 +61,6 @@ class CodeCommitProvider(GitProvider):
self.pr = None
self.diff_files = None
self.git_files = None
self.pr_url = pr_url
if pr_url:
self.set_pr(pr_url)
@ -216,7 +215,7 @@ class CodeCommitProvider(GitProvider):
def publish_labels(self, labels):
return [""] # not implemented yet
def get_pr_labels(self):
def get_labels(self):
return [""] # not implemented yet
def remove_initial_comment(self):
@ -270,8 +269,6 @@ class CodeCommitProvider(GitProvider):
# where each dictionary item is a language name.
# We build that language->extension dictionary here in main_extensions_flat.
main_extensions_flat = {}
language_extension_map_org = get_settings().language_extension_map_org
language_extension_map = {k.lower(): v for k, v in language_extension_map_org.items()}
for language, extensions in language_extension_map.items():
for ext in extensions:
main_extensions_flat[ext] = language

View File

@ -192,7 +192,7 @@ class GerritProvider(GitProvider):
)
self.repo = Repo(self.repo_path)
assert self.repo
self.pr_url = base_url
self.pr = PullRequestMimic(self.get_pr_title(), self.get_diff_files())
def get_pr_title(self):
@ -207,7 +207,7 @@ class GerritProvider(GitProvider):
Comment = namedtuple('Comment', ['body'])
return Comments([Comment(c['message']) for c in reversed(comments)])
def get_pr_labels(self):
def get_labels(self):
raise NotImplementedError(
'Getting labels is not implemented for the gerrit provider')

View File

@ -5,7 +5,6 @@ from dataclasses import dataclass
from enum import Enum
from typing import Optional
from pr_agent.config_loader import get_settings
from pr_agent.log import get_logger
@ -26,8 +25,6 @@ class FilePatchInfo:
tokens: int = -1
edit_type: EDIT_TYPE = EDIT_TYPE.UNKNOWN
old_filename: str = None
num_plus_lines: int = -1
num_minus_lines: int = -1
class GitProvider(ABC):
@ -43,10 +40,45 @@ class GitProvider(ABC):
def publish_description(self, pr_title: str, pr_body: str):
pass
@abstractmethod
def publish_comment(self, pr_comment: str, is_temporary: bool = False):
pass
def publish_persistent_comment(self, pr_comment: str, initial_text: str, updated_text: str):
self.publish_comment(pr_comment)
@abstractmethod
def publish_inline_comment(self, body: str, relevant_file: str, relevant_line_in_file: str):
pass
@abstractmethod
def create_inline_comment(self, body: str, relevant_file: str, relevant_line_in_file: str):
pass
@abstractmethod
def publish_inline_comments(self, comments: list[dict]):
pass
@abstractmethod
def publish_code_suggestions(self, code_suggestions: list) -> bool:
pass
@abstractmethod
def publish_labels(self, labels):
pass
@abstractmethod
def get_labels(self):
pass
@abstractmethod
def remove_initial_comment(self):
pass
@abstractmethod
def remove_comment(self, comment):
pass
@abstractmethod
def get_languages(self):
pass
@ -65,7 +97,7 @@ class GitProvider(ABC):
def get_pr_description(self, *, full: bool = True) -> str:
from pr_agent.config_loader import get_settings
from pr_agent.algo.utils import clip_tokens
from pr_agent.algo.pr_processing import clip_tokens
max_tokens_description = get_settings().get("CONFIG.MAX_DESCRIPTION_TOKENS", None)
description = self.get_pr_description_full() if full else self.get_user_description()
if max_tokens_description:
@ -84,61 +116,12 @@ class GitProvider(ABC):
# otherwise, extract the original user description from the existing pr-agent description and return it
return description.split("## User Description:", 1)[1].strip()
@abstractmethod
def get_repo_settings(self):
pass
def get_pr_id(self):
return ""
def get_line_link(self, relevant_file: str, relevant_line_start: int, relevant_line_end: int = None) -> str:
return ""
#### comments operations ####
@abstractmethod
def publish_comment(self, pr_comment: str, is_temporary: bool = False):
pass
def publish_persistent_comment(self, pr_comment: str, initial_header: str, update_header: bool):
self.publish_comment(pr_comment)
@abstractmethod
def publish_inline_comment(self, body: str, relevant_file: str, relevant_line_in_file: str):
pass
@abstractmethod
def create_inline_comment(self, body: str, relevant_file: str, relevant_line_in_file: str):
pass
@abstractmethod
def publish_inline_comments(self, comments: list[dict]):
pass
@abstractmethod
def remove_initial_comment(self):
pass
@abstractmethod
def remove_comment(self, comment):
pass
@abstractmethod
def get_issue_comments(self):
pass
def get_comment_url(self, comment) -> str:
return ""
#### labels operations ####
@abstractmethod
def publish_labels(self, labels):
pass
@abstractmethod
def get_pr_labels(self):
pass
def get_repo_labels(self):
def get_repo_settings(self):
pass
@abstractmethod
@ -149,12 +132,11 @@ class GitProvider(ABC):
def remove_reaction(self, issue_comment_id: int, reaction_id: int) -> bool:
pass
#### commits operations ####
@abstractmethod
def get_commit_messages(self):
pass
def get_latest_commit_url(self) -> str:
def get_pr_id(self):
return ""
def get_main_pr_language(languages, files) -> str:
@ -182,42 +164,26 @@ def get_main_pr_language(languages, files) -> str:
extension_list.append(file.filename.rsplit('.')[-1])
# get the most common extension
most_common_extension = '.' + max(set(extension_list), key=extension_list.count)
try:
language_extension_map_org = get_settings().language_extension_map_org
language_extension_map = {k.lower(): v for k, v in language_extension_map_org.items()}
most_common_extension = max(set(extension_list), key=extension_list.count)
if top_language in language_extension_map and most_common_extension in language_extension_map[top_language]:
# look for a match. TBD: add more languages, do this systematically
if most_common_extension == 'py' and top_language == 'python' or \
most_common_extension == 'js' and top_language == 'javascript' or \
most_common_extension == 'ts' and top_language == 'typescript' or \
most_common_extension == 'go' and top_language == 'go' or \
most_common_extension == 'java' and top_language == 'java' or \
most_common_extension == 'c' and top_language == 'c' or \
most_common_extension == 'cpp' and top_language == 'c++' or \
most_common_extension == 'cs' and top_language == 'c#' or \
most_common_extension == 'swift' and top_language == 'swift' or \
most_common_extension == 'php' and top_language == 'php' or \
most_common_extension == 'rb' and top_language == 'ruby' or \
most_common_extension == 'rs' and top_language == 'rust' or \
most_common_extension == 'scala' and top_language == 'scala' or \
most_common_extension == 'kt' and top_language == 'kotlin' or \
most_common_extension == 'pl' and top_language == 'perl' or \
most_common_extension == top_language:
main_language_str = top_language
else:
for language, extensions in language_extension_map.items():
if most_common_extension in extensions:
main_language_str = language
break
except Exception as e:
get_logger().exception(f"Failed to get main language: {e}")
pass
## old approach:
# most_common_extension = max(set(extension_list), key=extension_list.count)
# if most_common_extension == 'py' and top_language == 'python' or \
# most_common_extension == 'js' and top_language == 'javascript' or \
# most_common_extension == 'ts' and top_language == 'typescript' or \
# most_common_extension == 'tsx' and top_language == 'typescript' or \
# most_common_extension == 'go' and top_language == 'go' or \
# most_common_extension == 'java' and top_language == 'java' or \
# most_common_extension == 'c' and top_language == 'c' or \
# most_common_extension == 'cpp' and top_language == 'c++' or \
# most_common_extension == 'cs' and top_language == 'c#' or \
# most_common_extension == 'swift' and top_language == 'swift' or \
# most_common_extension == 'php' and top_language == 'php' or \
# most_common_extension == 'rb' and top_language == 'ruby' or \
# most_common_extension == 'rs' and top_language == 'rust' or \
# most_common_extension == 'scala' and top_language == 'scala' or \
# most_common_extension == 'kt' and top_language == 'kotlin' or \
# most_common_extension == 'pl' and top_language == 'perl' or \
# most_common_extension == top_language:
# main_language_str = top_language
except Exception as e:
get_logger().exception(e)

View File

@ -8,8 +8,8 @@ from retry import retry
from starlette_context import context
from ..algo.language_handler import is_valid_file
from ..algo.pr_processing import find_line_number_of_relevant_line_in_file
from ..algo.utils import load_large_diff, clip_tokens
from ..algo.pr_processing import clip_tokens, find_line_number_of_relevant_line_in_file
from ..algo.utils import load_large_diff
from ..config_loader import get_settings
from ..log import get_logger
from ..servers.utils import RateLimitExceeded
@ -34,7 +34,6 @@ class GithubProvider(GitProvider):
if pr_url and 'pull' in pr_url:
self.set_pr(pr_url)
self.last_commit_id = list(self.pr.get_commits())[-1]
self.pr_url = self.get_pr_url() # pr_url for github actions can be as api.github.com, so we need to get the url from the pr object
def is_supported(self, capability: str) -> bool:
return True
@ -61,8 +60,6 @@ class GithubProvider(GitProvider):
get_logger().info(f"Skipping merge commit {commit.commit.message}")
continue
self.file_set.update({file.filename: file for file in commit.files})
else:
raise ValueError("No previous review found")
def get_commit_range(self):
last_review_time = self.previous_review.created_at
@ -143,15 +140,8 @@ class GithubProvider(GitProvider):
else:
get_logger().error(f"Unknown edit type: {file.status}")
edit_type = EDIT_TYPE.UNKNOWN
# count number of lines added and removed
patch_lines = patch.splitlines(keepends=True)
num_plus_lines = len([line for line in patch_lines if line.startswith('+')])
num_minus_lines = len([line for line in patch_lines if line.startswith('-')])
file_patch_canonical_structure = FilePatchInfo(original_file_content_str, new_file_content_str, patch,
file.filename, edit_type=edit_type,
num_plus_lines=num_plus_lines,
num_minus_lines=num_minus_lines,)
file.filename, edit_type=edit_type)
diff_files.append(file_patch_canonical_structure)
self.diff_files = diff_files
@ -164,28 +154,16 @@ class GithubProvider(GitProvider):
def publish_description(self, pr_title: str, pr_body: str):
self.pr.edit(title=pr_title, body=pr_body)
def get_latest_commit_url(self) -> str:
return self.last_commit_id.html_url
def get_comment_url(self, comment) -> str:
return comment.html_url
def publish_persistent_comment(self, pr_comment: str, initial_header: str, update_header: bool = True):
def publish_persistent_comment(self, pr_comment: str, initial_text: str, updated_text: str):
prev_comments = list(self.pr.get_issue_comments())
for comment in prev_comments:
body = comment.body
if body.startswith(initial_header):
latest_commit_url = self.get_latest_commit_url()
comment_url = self.get_comment_url(comment)
if update_header:
updated_header = f"{initial_header}\n\n### (review updated until commit {latest_commit_url})\n"
pr_comment_updated = pr_comment.replace(initial_header, updated_header)
if body.startswith(initial_text):
if updated_text:
pr_comment_updated = pr_comment.replace(initial_text, updated_text)
else:
pr_comment_updated = pr_comment
get_logger().info(f"Persistent mode- updating comment {comment_url} to latest review message")
response = comment.edit(pr_comment_updated)
self.publish_comment(
f"**[Persistent review]({comment_url})** updated to latest commit {latest_commit_url}")
return
self.publish_comment(pr_comment)
@ -415,7 +393,7 @@ class GithubProvider(GitProvider):
raise ValueError("GitHub app installation ID is required when using GitHub app deployment")
auth = AppAuthentication(app_id=app_id, private_key=private_key,
installation_id=self.installation_id)
return Github(app_auth=auth, base_url=get_settings().github.base_url)
return Github(app_auth=auth)
if deployment_type == 'user':
try:
@ -424,7 +402,7 @@ class GithubProvider(GitProvider):
raise ValueError(
"GitHub token is required when using user deployment. See: "
"https://github.com/Codium-ai/pr-agent#method-2-run-from-source") from e
return Github(auth=Auth.Token(token), base_url=get_settings().github.base_url)
return Github(auth=Auth.Token(token))
def _get_repo(self):
if hasattr(self, 'repo_obj') and \
@ -449,7 +427,7 @@ class GithubProvider(GitProvider):
def publish_labels(self, pr_types):
try:
label_color_map = {"Bug fix": "1d76db", "Tests": "e99695", "Bug fix with tests": "c5def5",
"Enhancement": "bfd4f2", "Documentation": "d4c5f9",
"Refactoring": "bfdadc", "Enhancement": "bfd4f2", "Documentation": "d4c5f9",
"Other": "d1bcf9"}
post_parameters = []
for p in pr_types:
@ -461,17 +439,13 @@ class GithubProvider(GitProvider):
except Exception as e:
get_logger().exception(f"Failed to publish labels, error: {e}")
def get_pr_labels(self):
def get_labels(self):
try:
return [label.name for label in self.pr.labels]
except Exception as e:
get_logger().exception(f"Failed to get labels, error: {e}")
return []
def get_repo_labels(self):
labels = self.repo_obj.get_labels()
return [label for label in labels]
def get_commit_messages(self):
"""
Retrieves the commit messages of a pull request.
@ -515,17 +489,6 @@ class GithubProvider(GitProvider):
return ""
def get_line_link(self, relevant_file: str, relevant_line_start: int, relevant_line_end: int = None) -> str:
sha_file = hashlib.sha256(relevant_file.encode('utf-8')).hexdigest()
if relevant_line_start == -1:
link = f"https://github.com/{self.repo}/pull/{self.pr_num}/files#diff-{sha_file}"
elif relevant_line_end:
link = f"https://github.com/{self.repo}/pull/{self.pr_num}/files#diff-{sha_file}R{relevant_line_start}-R{relevant_line_end}"
else:
link = f"https://github.com/{self.repo}/pull/{self.pr_num}/files#diff-{sha_file}R{relevant_line_start}"
return link
def get_pr_id(self):
try:
pr_id = f"{self.repo}/{self.pr_num}"

View File

@ -7,8 +7,8 @@ import gitlab
from gitlab import GitlabGetError
from ..algo.language_handler import is_valid_file
from ..algo.pr_processing import find_line_number_of_relevant_line_in_file
from ..algo.utils import load_large_diff, clip_tokens
from ..algo.pr_processing import clip_tokens, find_line_number_of_relevant_line_in_file
from ..algo.utils import load_large_diff
from ..config_loader import get_settings
from .git_provider import EDIT_TYPE, FilePatchInfo, GitProvider
from ..log import get_logger
@ -37,14 +37,13 @@ class GitLabProvider(GitProvider):
self.diff_files = None
self.git_files = None
self.temp_comments = []
self.pr_url = merge_request_url
self._set_merge_request(merge_request_url)
self.RE_HUNK_HEADER = re.compile(
r"^@@ -(\d+)(?:,(\d+))? \+(\d+)(?:,(\d+))? @@[ ]?(.*)")
self.incremental = incremental
def is_supported(self, capability: str) -> bool:
if capability in ['get_issue_comments', 'create_inline_comment', 'publish_inline_comments']: # gfm_markdown is supported in gitlab !
if capability in ['get_issue_comments', 'create_inline_comment', 'publish_inline_comments', 'gfm_markdown']:
return False
return True
@ -115,20 +114,12 @@ class GitLabProvider(GitProvider):
if not patch:
patch = load_large_diff(filename, new_file_content_str, original_file_content_str)
# count number of lines added and removed
patch_lines = patch.splitlines(keepends=True)
num_plus_lines = len([line for line in patch_lines if line.startswith('+')])
num_minus_lines = len([line for line in patch_lines if line.startswith('-')])
diff_files.append(
FilePatchInfo(original_file_content_str, new_file_content_str,
patch=patch,
filename=filename,
edit_type=edit_type,
old_filename=None if diff['old_path'] == diff['new_path'] else diff['old_path'],
num_plus_lines=num_plus_lines,
num_minus_lines=num_minus_lines, ))
old_filename=None if diff['old_path'] == diff['new_path'] else diff['old_path']))
self.diff_files = diff_files
return diff_files
@ -145,27 +136,15 @@ class GitLabProvider(GitProvider):
except Exception as e:
get_logger().exception(f"Could not update merge request {self.id_mr} description: {e}")
def get_latest_commit_url(self):
return self.mr.commits().next().web_url
def get_comment_url(self, comment):
return f"{self.mr.web_url}#note_{comment.id}"
def publish_persistent_comment(self, pr_comment: str, initial_header: str, update_header: bool = True):
def publish_persistent_comment(self, pr_comment: str, initial_text: str, updated_text: str):
try:
for comment in self.mr.notes.list(get_all=True)[::-1]:
if comment.body.startswith(initial_header):
latest_commit_url = self.get_latest_commit_url()
comment_url = self.get_comment_url(comment)
if update_header:
updated_header = f"{initial_header}\n\n### (review updated until commit {latest_commit_url})\n"
pr_comment_updated = pr_comment.replace(initial_header, updated_header)
if comment.body.startswith(initial_text):
if updated_text:
pr_comment_updated = pr_comment.replace(initial_text, updated_text)
else:
pr_comment_updated = pr_comment
get_logger().info(f"Persistent mode- updating comment {comment_url} to latest review message")
response = self.mr.notes.update(comment.id, {'body': pr_comment_updated})
self.publish_comment(
f"**[Persistent review]({comment_url})** updated to latest commit {latest_commit_url}")
return
except Exception as e:
get_logger().exception(f"Failed to update persistent review, error: {e}")
@ -211,11 +190,7 @@ class GitLabProvider(GitProvider):
pos_obj['new_line'] = target_line_no - 1
pos_obj['old_line'] = source_line_no - 1
get_logger().debug(f"Creating comment in {self.id_mr} with body {body} and position {pos_obj}")
try:
self.mr.discussions.create({'body': body, 'position': pos_obj})
except Exception as e:
get_logger().debug(
f"Failed to create comment in {self.id_mr} with position {pos_obj} (probably not a '+' line)")
def get_relevant_diff(self, relevant_file: str, relevant_line_in_file: int) -> Optional[dict]:
changes = self.mr.changes() # Retrieve the changes for the merge request once
@ -408,7 +383,7 @@ class GitLabProvider(GitProvider):
def publish_inline_comments(self, comments: list[dict]):
pass
def get_pr_labels(self):
def get_labels(self):
return self.mr.labels
def get_commit_messages(self):
@ -435,16 +410,6 @@ class GitLabProvider(GitProvider):
except:
return ""
def get_line_link(self, relevant_file: str, relevant_line_start: int, relevant_line_end: int = None) -> str:
if relevant_line_start == -1:
link = f"https://gitlab.com/codiumai/pr-agent/-/blob/{self.mr.source_branch}/{relevant_file}?ref_type=heads"
elif relevant_line_end:
link = f"https://gitlab.com/codiumai/pr-agent/-/blob/{self.mr.source_branch}/{relevant_file}?ref_type=heads#L{relevant_line_start}-L{relevant_line_end}"
else:
link = f"https://gitlab.com/codiumai/pr-agent/-/blob/{self.mr.source_branch}/{relevant_file}?ref_type=heads#L{relevant_line_start}"
return link
def generate_link_to_relevant_line_number(self, suggestion) -> str:
try:
relevant_file = suggestion['relevant file'].strip('`').strip("'")

View File

@ -178,5 +178,5 @@ class LocalGitProvider(GitProvider):
def get_issue_comments(self):
raise NotImplementedError('Getting issue comments is not implemented for the local git provider')
def get_pr_labels(self):
def get_labels(self):
raise NotImplementedError('Getting labels is not implemented for the local git provider')

View File

@ -16,13 +16,8 @@ from starlette_context.middleware import RawContextMiddleware
from pr_agent.agent.pr_agent import PRAgent
from pr_agent.config_loader import get_settings, global_settings
from pr_agent.git_providers.utils import apply_repo_settings
from pr_agent.log import LoggingFormat, get_logger, setup_logger
from pr_agent.secret_providers import get_secret_provider
from pr_agent.servers.github_action_runner import get_setting_or_env, is_true
from pr_agent.tools.pr_code_suggestions import PRCodeSuggestions
from pr_agent.tools.pr_description import PRDescription
from pr_agent.tools.pr_reviewer import PRReviewer
setup_logger(fmt=LoggingFormat.JSON)
router = APIRouter()
@ -94,20 +89,8 @@ async def handle_github_webhooks(background_tasks: BackgroundTasks, request: Req
pr_url = data["data"]["pullrequest"]["links"]["html"]["href"]
log_context["api_url"] = pr_url
log_context["event"] = "pull_request"
if pr_url:
with get_logger().contextualize(**log_context):
apply_repo_settings(pr_url)
auto_review = get_setting_or_env("BITBUCKET_APP.AUTO_REVIEW", None)
if auto_review is None or is_true(auto_review): # by default, auto review is enabled
await PRReviewer(pr_url).run()
auto_improve = get_setting_or_env("BITBUCKET_APP.AUTO_IMPROVE", None)
if is_true(auto_improve): # by default, auto improve is disabled
await PRCodeSuggestions(pr_url).run()
auto_describe = get_setting_or_env("BITBUCKET_APP.AUTO_DESCRIBE", None)
if is_true(auto_describe): # by default, auto describe is disabled
await PRDescription(pr_url).run()
# with get_logger().contextualize(**log_context):
# await agent.handle_request(pr_url, "review")
await agent.handle_request(pr_url, "review")
elif event == "pullrequest:comment_created":
pr_url = data["data"]["pullrequest"]["links"]["html"]["href"]
log_context["api_url"] = pr_url

View File

@ -1,64 +0,0 @@
import json
import uvicorn
from fastapi import APIRouter, FastAPI
from fastapi.encoders import jsonable_encoder
from starlette import status
from starlette.background import BackgroundTasks
from starlette.middleware import Middleware
from starlette.requests import Request
from starlette.responses import JSONResponse
from starlette_context.middleware import RawContextMiddleware
from pr_agent.agent.pr_agent import PRAgent
from pr_agent.config_loader import get_settings
from pr_agent.log import get_logger
router = APIRouter()
def handle_request(background_tasks: BackgroundTasks, url: str, body: str, log_context: dict):
log_context["action"] = body
log_context["event"] = "pull_request" if body == "review" else "comment"
log_context["api_url"] = url
with get_logger().contextualize(**log_context):
background_tasks.add_task(PRAgent().handle_request, url, body)
@router.post("/webhook")
async def handle_webhook(background_tasks: BackgroundTasks, request: Request):
log_context = {"server_type": "bitbucket_server"}
data = await request.json()
get_logger().info(json.dumps(data))
pr_id = data['pullRequest']['id']
repository_name = data['pullRequest']['toRef']['repository']['slug']
project_name = data['pullRequest']['toRef']['repository']['project']['key']
bitbucket_server = get_settings().get("BITBUCKET_SERVER.URL")
pr_url = f"{bitbucket_server}/projects/{project_name}/repos/{repository_name}/pull-requests/{pr_id}"
log_context["api_url"] = pr_url
log_context["event"] = "pull_request"
handle_request(background_tasks, pr_url, "review", log_context)
return JSONResponse(status_code=status.HTTP_200_OK, content=jsonable_encoder({"message": "success"}))
@router.get("/")
async def root():
return {"status": "ok"}
def start():
bitbucket_server_url = get_settings().get("BITBUCKET_SERVER.URL", None)
if not bitbucket_server_url:
raise ValueError("BITBUCKET_SERVER.URL is not set")
get_settings().config.git_provider = "bitbucket_server"
middleware = [Middleware(RawContextMiddleware)]
app = FastAPI(middleware=middleware)
app.include_router(router)
uvicorn.run(app, host="0.0.0.0", port=3000)
if __name__ == '__main__':
start()

View File

@ -1,7 +1,6 @@
import asyncio
import json
import os
from typing import Union
from pr_agent.agent.pr_agent import PRAgent
from pr_agent.config_loader import get_settings
@ -13,22 +12,6 @@ from pr_agent.tools.pr_description import PRDescription
from pr_agent.tools.pr_reviewer import PRReviewer
def is_true(value: Union[str, bool]) -> bool:
if isinstance(value, bool):
return value
if isinstance(value, str):
return value.lower() == 'true'
return False
def get_setting_or_env(key: str, default: Union[str, bool] = None) -> Union[str, bool]:
try:
value = get_settings().get(key, default)
except AttributeError: # TBD still need to debug why this happens on GitHub Actions
value = os.getenv(key, None) or os.getenv(key.upper(), None) or os.getenv(key.lower(), None) or default
return value
async def run_action():
# Get environment variables
GITHUB_EVENT_NAME = os.environ.get('GITHUB_EVENT_NAME')
@ -82,14 +65,14 @@ async def run_action():
if action in ["opened", "reopened"]:
pr_url = event_payload.get("pull_request", {}).get("url")
if pr_url:
auto_review = get_setting_or_env("GITHUB_ACTION.AUTO_REVIEW", None)
if auto_review is None or is_true(auto_review):
auto_review = os.environ.get('github_action.auto_review', None)
if auto_review is None or (isinstance(auto_review, str) and auto_review.lower() == 'true'):
await PRReviewer(pr_url).run()
auto_describe = get_setting_or_env("GITHUB_ACTION.AUTO_DESCRIBE", None)
if is_true(auto_describe):
auto_describe = os.environ.get('github_action.auto_describe', None)
if isinstance(auto_describe, str) and auto_describe.lower() == 'true':
await PRDescription(pr_url).run()
auto_improve = get_setting_or_env("GITHUB_ACTION.AUTO_IMPROVE", None)
if is_true(auto_improve):
auto_improve = os.environ.get('github_action.auto_improve', None)
if isinstance(auto_improve, str) and auto_improve.lower() == 'true':
await PRCodeSuggestions(pr_url).run()
# Handle issue comment event

View File

@ -125,15 +125,11 @@ async def handle_request(body: Dict[str, Any], event: str):
await _perform_commands("pr_commands", agent, body, api_url, log_context)
# handle pull_request event with synchronize action - "push trigger" for new commits
elif event == 'pull_request' and action == 'synchronize':
elif event == 'pull_request' and action == 'synchronize' and get_settings().github_app.handle_push_trigger:
pull_request, api_url = _check_pull_request_event(action, body, log_context, bot_user)
if not (pull_request and api_url):
return {}
apply_repo_settings(api_url)
if not get_settings().github_app.handle_push_trigger:
return {}
# TODO: do we still want to get the list of commits to filter bot/merge commits?
before_sha = body.get("before")
after_sha = body.get("after")

View File

@ -38,7 +38,7 @@ async def gitlab_webhook(background_tasks: BackgroundTasks, request: Request):
try:
secret_dict = json.loads(secret)
gitlab_token = secret_dict["gitlab_token"]
log_context["sender"] = secret_dict.get("token_name", secret_dict.get("id", "unknown"))
log_context["sender"] = secret_dict["id"]
context["settings"] = copy.deepcopy(global_settings)
context["settings"].gitlab.personal_access_token = gitlab_token
except Exception as e:

View File

@ -1,14 +1,12 @@
commands_text = "> **/review**: Request a review of your Pull Request. \n" \
"> **/describe**: Update the PR title and description based on the contents of the PR. \n" \
"> **/improve [--extended]**: Suggest code improvements. Extended mode provides a higher quality feedback. \n" \
"> **/ask \\<QUESTION\\>**: Ask a question about the PR. \n" \
"> **/update_changelog**: Update the changelog based on the PR's contents. \n" \
"> **/add_docs**: Generate docstring for new components introduced in the PR. \n" \
"> **/generate_labels**: Generate labels for the PR based on the PR's contents. \n" \
"> see the [tools guide](https://github.com/Codium-ai/pr-agent/blob/main/docs/TOOLS_GUIDE.md) for more details.\n\n" \
">To edit any configuration parameter from the [configuration.toml](https://github.com/Codium-ai/pr-agent/blob/main/pr_agent/settings/configuration.toml), add --config_path=new_value. \n" \
commands_text = "> **/review [-i]**: Request a review of your Pull Request. For an incremental review, which only " \
"considers changes since the last review, include the '-i' option.\n" \
"> **/describe**: Modify the PR title and description based on the contents of the PR.\n" \
"> **/improve [--extended]**: Suggest improvements to the code in the PR. Extended mode employs several calls, and provides a more thorough feedback. \n" \
"> **/ask \\<QUESTION\\>**: Pose a question about the PR.\n" \
"> **/update_changelog**: Update the changelog based on the PR's contents.\n\n" \
">To edit any configuration parameter from **configuration.toml**, add --config_path=new_value\n" \
">For example: /review --pr_reviewer.extra_instructions=\"focus on the file: ...\" \n" \
">To list the possible configuration parameters, add a **/config** comment. \n" \
">To list the possible configuration parameters, use the **/config** command.\n" \
def bot_help_text(user: str):

View File

@ -3,8 +3,10 @@ from mangum import Mangum
from starlette.middleware import Middleware
from starlette_context.middleware import RawContextMiddleware
from pr_agent.log import setup_logger
from pr_agent.servers.github_app import router
setup_logger()
middleware = [Middleware(RawContextMiddleware)]
app = FastAPI(middleware=middleware)

View File

@ -36,13 +36,6 @@ api_base = "" # the base url for your huggingface inference endpoint
[ollama]
api_base = "" # the base url for your local Llama 2, Code Llama, and other models inference endpoint. Acquire through https://ollama.ai/
[vertexai]
vertex_project = "" # the google cloud platform project name for your vertexai deployment
vertex_location = "" # the google cloud platform location for your vertexai deployment
[aws]
bedrock_region = "" # the AWS region to call Bedrock APIs
[github]
# ---- Set the following only for deployment type == "user"
user_token = "" # A GitHub personal access token with 'repo' scope.

View File

@ -4,7 +4,7 @@ fallback_models=["gpt-3.5-turbo-16k"]
git_provider="github"
publish_output=true
publish_output_progress=true
verbosity_level=0 # 0,1,2
verbosity_level=2 # 0,1,2
use_extra_bad_extensions=false
use_repo_settings_file=true
ai_timeout=180
@ -16,13 +16,11 @@ secret_provider="google_cloud_storage"
cli_mode=false
[pr_reviewer] # /review #
# enable/disable features
require_focused_review=false
require_score_review=false
require_tests_review=true
require_security_review=true
require_estimate_effort_to_review=true
# general options
num_code_suggestions=4
inline_code_comments = false
ask_and_reflect=false
@ -30,9 +28,6 @@ automatic_review=true
remove_previous_review_comment=false
persistent_comment=true
extra_instructions = ""
# review labels
enable_review_labels_security=true
enable_review_labels_effort=false
# specific configurations for incremental review (/review -i)
require_all_thresholds_for_incremental_review=false
minimal_commits_for_incremental_review=0
@ -46,22 +41,17 @@ keep_original_user_title=false
use_bullet_points=true
extra_instructions = ""
enable_pr_type=true
enable_file_walkthrough=false
enable_semantic_files_types=true
final_update_message = true
# markers
use_description_markers=false
include_generated_by_header=true
#custom_labels = ['Bug fix', 'Tests', 'Bug fix with tests', 'Enhancement', 'Documentation', 'Other']
#custom_labels = ['Bug fix', 'Tests', 'Bug fix with tests', 'Refactoring', 'Enhancement', 'Documentation', 'Other']
[pr_questions] # /ask #
[pr_code_suggestions] # /improve #
num_code_suggestions=4
summarize = false
extra_instructions = ""
rank_suggestions = false
# params for '/improve --extended' mode
@ -84,7 +74,6 @@ extra_instructions = ""
# The type of deployment to create. Valid values are 'app' or 'user'.
deployment_type = "user"
ratelimit_retries = 5
base_url = "https://api.github.com"
[github_action]
# auto_review = true # set as env var in .github/workflows/pr-agent.yaml
@ -143,12 +132,6 @@ magic_word = "AutoReview"
# Polling interval
polling_interval_seconds = 30
[bitbucket_app]
#auto_review = true # set as config var in .pr_agent.toml
#auto_describe = true # set as config var in .pr_agent.toml
#auto_improve = true # set as config var in .pr_agent.toml
[local]
# LocalGitProvider settings - uncomment to use paths other than default
# description_path= "path/to/description.md"
@ -176,4 +159,3 @@ max_issues_to_scan = 500
# fill and place in .secrets.toml
#api_key = ...
# environment = "gcp-starter"

View File

@ -3,14 +3,16 @@ enable_custom_labels=false
## template for custom labels
#[custom_labels."Bug fix"]
#description = """Fixes a bug in the code"""
#description = "Fixes a bug in the code"
#[custom_labels."Tests"]
#description = """Adds or modifies tests"""
#description = "Adds or modifies tests"
#[custom_labels."Bug fix with tests"]
#description = """Fixes a bug in the code and adds or modifies tests"""
#description = "Fixes a bug in the code and adds or modifies tests"
#[custom_labels."Refactoring"]
#description = "Code refactoring without changing functionality"
#[custom_labels."Enhancement"]
#description = """Adds new features or modifies existing ones"""
#description = "Adds new features or functionality"
#[custom_labels."Documentation"]
#description = """Adds or modifies documentation"""
#description = "Adds or modifies documentation"
#[custom_labels."Other"]
#description = """Other changes that do not fit in any of the above categories"""
#description = "Other changes that do not fit in any of the above categories"

View File

@ -1,22 +1,22 @@
[pr_add_docs_prompt]
system="""You are PR-Doc, a language model that specializes in generating documentation for code components in a Pull Request (PR).
Your task is to generate {{ docs_for_language }} for code components in the PR Diff.
system="""You are a language model called PR-Code-Documentation Agent, that specializes in generating documentation for code.
Your task is to generate meaningfull {{ docs_for_language }} to a PR (the '+' lines).
Example for the PR Diff format:
======
Example for a PR Diff input:
'
## src/file1.py
@@ -12,3 +12,4 @@ def func1():
@@ -12,3 +12,5 @@ def func1():
__new hunk__
12 code line1 that remained unchanged in the PR
12 code line that already existed in the file...
13 code line that already existed in the file....
14 +new code line1 added in the PR
15 +new code line2 added in the PR
16 code line2 that remained unchanged in the PR
16 code line that already existed in the file...
__old hunk__
code line1 that remained unchanged in the PR
code line that already existed in the file...
-code line that was removed in the PR
code line2 that remained unchanged in the PR
code line that already existed in the file...
@@ ... @@ def func2():
@ -28,13 +28,12 @@ __old hunk__
## src/file2.py
...
======
'
Specific instructions:
- Try to identify edited/added code components (classes/functions/methods...) that are undocumented, and generate {{ docs_for_language }} for each one.
- Try to identify edited/added code components (classes/functions/methods...) that are undocumented. and generate {{ docs_for_language }} for each one.
- If there are documented (any type of {{ language }} documentation) code components in the PR, Don't generate {{ docs_for_language }} for them.
- Ignore code components that don't appear fully in the '__new hunk__' section. For example, you must see the component header and body.
- Ignore code components that don't appear fully in the '__new hunk__' section. For example. you must see the component header and body,
- Make sure the {{ docs_for_language }} starts and ends with standart {{ language }} {{ docs_for_language }} signs.
- The {{ docs_for_language }} should be in standard format.
- Provide the exact line number (inclusive) where the {{ docs_for_language }} should be added.
@ -43,12 +42,11 @@ Specific instructions:
{%- if extra_instructions %}
Extra instructions from the user:
======
'
{{ extra_instructions }}
======
'
{%- endif %}
You must use the following YAML schema to format your answer:
```yaml
Code Documentation:
@ -101,25 +99,18 @@ Title: '{{ title }}'
Branch: '{{ branch }}'
{%- if description %}
Description:
======
{{ description|trim }}
======
{%- endif %}
Description: '{{description}}'
{%- if language %}
Main PR language: '{{language}}'
Main language: {{language}}
{%- endif %}
The PR Diff:
======
{{ diff|trim }}
======
```
{{- diff|trim }}
```
Response (should be a valid YAML, and nothing else):
```yaml

View File

@ -1,21 +1,22 @@
[pr_code_suggestions_prompt]
system="""You are PR-Reviewer, a language model that specializes in suggesting code improvements for a Pull Request (PR).
Your task is to provide meaningful and actionable code suggestions, to improve the new code presented in a PR diff (lines starting with '+').
system="""You are a language model called PR-Code-Reviewer, that specializes in suggesting code improvements for Pull Request (PR).
Your task is to provide meaningful and actionable code suggestions, to improve the new code presented in a PR (the '+' lines in the diff).
Example for the PR Diff format:
======
Example for a PR Diff input:
'
## src/file1.py
@@ -12,3 +12,4 @@ def func1():
@@ -12,3 +12,5 @@ def func1():
__new hunk__
12 code line1 that remained unchanged in the PR
12 code line that already existed in the file...
13 code line that already existed in the file....
14 +new code line1 added in the PR
15 +new code line2 added in the PR
16 code line2 that remained unchanged in the PR
16 code line that already existed in the file...
__old hunk__
code line1 that remained unchanged in the PR
code line that already existed in the file...
-code line that was removed in the PR
code line2 that remained unchanged in the PR
code line that already existed in the file...
@@ ... @@ def func2():
@ -27,29 +28,28 @@ __old hunk__
## src/file2.py
...
======
'
Specific instructions:
- Provide up to {{ num_code_suggestions }} code suggestions. Try to provide diverse and insightful suggestions.
- Prioritize suggestions that address major problems, issues and bugs in the code. As a second priority, suggestions should focus on best practices, code readability, maintainability, enhancments, performance, and other aspects.
- Prioritize suggestions that address major problems, issues and bugs in the code.
As a second priority, suggestions should focus on best practices, code readability, maintainability, enhancments, performance, and other aspects.
- Don't suggest to add docstring, type hints, or comments.
- Suggestions should refer only to code from the '__new hunk__' sections, and focus on new lines of code (lines starting with '+').
- Avoid making suggestions that have already been implemented in the PR code. For example, if you want to add logs, or change a variable to const, or anything else, make sure it isn't already in the '__new hunk__' code.
- For each suggestion, make sure to take into consideration also the context, meaning the lines before and after the relevant code.
- Provide the exact line numbers range (inclusive) for each suggestion.
- Provide the exact line numbers range (inclusive) for each issue.
- Assume there is additional relevant code, that is not included in the diff.
{%- if extra_instructions %}
Extra instructions from the user:
======
'
{{ extra_instructions }}
======
'
{%- endif %}
You must use the following YAML schema to format your answer:
```yaml
Code suggestions:
@ -96,13 +96,10 @@ Code suggestions:
Add a docstring to func1()
existing code: |-
def func1():
relevant lines start: |-
12
relevant lines end: |-
12
relevant lines start: 12
relevant lines end: 12
improved code: |-
...
...
```
@ -116,25 +113,18 @@ Title: '{{title}}'
Branch: '{{branch}}'
{%- if description %}
Description:
======
{{ description|trim }}
======
{%- endif %}
Description: '{{description}}'
{%- if language %}
Main PR language: '{{ language }}'
Main language: {{language}}
{%- endif %}
The PR Diff:
======
{{ diff|trim }}
======
```
{{- diff|trim }}
```
Response (should be a valid YAML, and nothing else):
```yaml

View File

@ -1,86 +1,71 @@
[pr_custom_labels_prompt]
system="""You are PR-Reviewer, a language model designed to review a Git Pull Request (PR).
Your task is to provide labels that describe the PR content.
{%- if enable_custom_labels %}
Thoroughly read the labels name and the provided description, and decide whether the label is relevant to the PR.
{%- endif %}
system="""You are CodiumAI-PR-Reviewer, a language model designed to review git pull requests.
Your task is to label the type of the PR content.
- Make sure not to focus the new PR code (the '+' lines).
- If needed, each YAML output should be in block scalar format ('|-')
{%- if extra_instructions %}
Extra instructions from the user:
======
'
{{ extra_instructions }}
======
'
{% endif %}
The output must be a YAML object equivalent to type $Labels, according to the following Pydantic definitions:
======
You must use the following YAML schema to format your answer:
```yaml
PR Type:
type: array
{%- if enable_custom_labels %}
{{ custom_labels_class }}
description: Labels that are applicable to the Pull Request. Don't output the description in the parentheses. If none of the labels is relevant to the PR, output an empty array.
{%- endif %}
items:
type: string
enum:
{%- if enable_custom_labels %}
{{ custom_labels }}
{%- else %}
class Label(str, Enum):
bug_fix = "Bug fix"
tests = "Tests"
enhancement = "Enhancement"
documentation = "Documentation"
other = "Other"
- Bug fix
- Tests
- Refactoring
- Enhancement
- Documentation
- Other
{%- endif %}
class Labels(BaseModel):
labels: List[Label] = Field(min_items=0, description="custom labels that describe the PR. Return the label value, not the name.")
======
Example output:
```yaml
labels:
- ...
- ...
PR Type:
{%- if enable_custom_labels %}
{{ custom_labels_examples }}
{%- else %}
- Bug fix
{%- endif %}
```
Answer should be a valid YAML, and nothing else.
Make sure to output a valid YAML. Don't repeat the prompt in the answer, and avoid outputting the 'type' and 'description' fields.
"""
user="""PR Info:
Previous title: '{{title}}'
Previous description: '{{description}}'
Branch: '{{branch}}'
{%- if description %}
Description:
======
{{ description|trim }}
======
{%- endif %}
{%- if language %}
Main PR language: '{{ language }}'
Main language: {{language}}
{%- endif %}
{%- if commit_messages_str %}
Commit messages:
======
{{ commit_messages_str|trim }}
======
{{commit_messages_str}}
{%- endif %}
The PR Git Diff:
======
{{ diff|trim }}
======
```
{{diff}}
```
Note that lines in the diff body are prefixed with a symbol that represents the type of change: '-' for deletions, '+' for additions, and ' ' (a space) for unchanged lines.
Response (should be a valid YAML, and nothing else):
```yaml
"""

View File

@ -1,133 +1,102 @@
[pr_description_prompt]
system="""You are PR-Reviewer, a language model designed to review a Git Pull Request (PR).
Your task is to provide a full description for the PR content - title, type, description, and main files walkthrough.
- Focus on the new PR code (lines starting with '+').
- Keep in mind that the 'Previous title', 'Previous description' and 'Commit messages' sections may be partial, simplistic, non-informative or out of date. Hence, compare them to the PR diff code, and use them only as a reference.
- The generated title and description should prioritize the most significant changes.
- If needed, each YAML output should be in block scalar indicator ('|-')
system="""You are CodiumAI-PR-Reviewer, a language model designed to review git pull requests.
Your task is to provide full description of a Pull Request (PR) content.
- Make sure to focus on the new PR code (the '+' lines).
- Notice that the 'Previous title', 'Previous description' and 'Commit messages' sections may be partial, simplistic, non-informative or not up-to-date. Hence, compare them to the PR diff code, and use them only as a reference.
- Emphasize first the most important changes, and then the less important ones.
- If needed, each YAML output should be in block scalar format ('|-')
{%- if extra_instructions %}
Extra instructions from the user:
=====
'
{{ extra_instructions }}
=====
'
{% endif %}
The output must be a YAML object equivalent to type $PRDescription, according to the following Pydantic definitions:
=====
class PRType(str, Enum):
bug_fix = "Bug fix"
tests = "Tests"
enhancement = "Enhancement"
documentation = "Documentation"
other = "Other"
You must use the following YAML schema to format your answer:
```yaml
PR Title:
type: string
description: an informative title for the PR, describing its main theme
PR Type:
type: string
enum:
- Bug fix
- Tests
- Refactoring
- Enhancement
- Documentation
- Other
{%- if enable_custom_labels %}
{{ custom_labels_class }}
PR Labels:
type: array
description: Labels that are applicable to the Pull Request. Don't output the description in the parentheses. If none of the labels is relevant to the PR, output an empty array.
items:
type: string
enum:
{{ custom_labels }}
{%- endif %}
{%- if enable_file_walkthrough %}
class FileWalkthrough(BaseModel):
filename: str = Field(description="the relevant file full path")
changes_in_file: str = Field(description="minimal and concise summary of the changes in the relevant file")
{%- endif %}
{%- if enable_semantic_files_types %}
Class FileDescription(BaseModel):
filename: str = Field(description="the relevant file full path")
changes_summary: str = Field(description="minimal and concise summary of the changes in the relevant file")
label: str = Field(description="a single semantic label that represents a type of code changes that occurred in the File. Possible values (partial list): 'bug fix', 'tests', 'enhancement', 'documentation', 'error handling', 'configuration changes', 'dependencies', 'formatting', 'miscellaneous', ...")
{%- endif %}
Class PRDescription(BaseModel):
title: str = Field(description="an informative title for the PR, describing its main theme")
type: List[PRType] = Field(description="one or more types that describe the PR type. Return the label value, not the name.")
description: str = Field(description="an informative and concise description of the PR. {%- if use_bullet_points %} Use bullet points.{% endif %}")
{%- if enable_custom_labels %}
labels: List[Label] = Field(min_items=0, description="custom labels that describe the PR. Return the label value, not the name.")
{%- endif %}
{%- if enable_file_walkthrough %}
main_files_walkthrough: List[FileWalkthrough] = Field(max_items=10)
{%- endif %}
{%- if enable_semantic_files_types %}
pr_files[List[FileDescription]] = Field(max_items=15")
{%- endif %}
=====
PR Description:
type: string
description: an informative and concise description of the PR.
{%- if use_bullet_points %} Use bullet points. {% endif %}
PR Main Files Walkthrough:
type: array
maxItems: 10
description: |-
a walkthrough of the PR changes. Review main files, and shortly describe the changes in each file (up to 10 most important files).
items:
filename:
type: string
description: the relevant file full path
changes in file:
type: string
description: minimal and concise description of the changes in the relevant file
```
Example output:
```yaml
title: |-
PR Title: |-
...
PR Type:
...
type:
- ...
- ...
{%- if enable_custom_labels %}
labels:
PR Labels:
- ...
- ...
{%- endif %}
description: |-
PR Description: |-
...
{%- if enable_file_walkthrough %}
main_files_walkthrough:
PR Main Files Walkthrough:
- ...
- ...
{%- endif %}
{%- if enable_semantic_files_types %}
pr_files:
- filename: |
...
changes_summary: |
...
label: |
...
...
{%- endif %}
```
Answer should be a valid YAML, and nothing else. Each YAML output MUST be after a newline, with proper indent, and block scalar indicator ('|-')
Make sure to output a valid YAML. Don't repeat the prompt in the answer, and avoid outputting the 'type' and 'description' fields.
"""
user="""PR Info:
Previous title: '{{title}}'
{%- if description %}
Previous description:
=====
{{ description|trim }}
=====
{%- endif %}
Previous description: '{{description}}'
Branch: '{{branch}}'
{%- if language %}
Main PR language: '{{ language }}'
Main language: {{language}}
{%- endif %}
{%- if commit_messages_str %}
Commit messages:
=====
{{ commit_messages_str|trim }}
=====
{{commit_messages_str}}
{%- endif %}
The PR Diff:
=====
{{ diff|trim }}
=====
The PR Git Diff:
```
{{diff}}
```
Note that lines in the diff body are prefixed with a symbol that represents the type of change: '-' for deletions, '+' for additions, and ' ' (a space) for unchanged lines.
Response (should be a valid YAML, and nothing else):
```yaml
"""

View File

@ -1,5 +1,5 @@
[pr_information_from_user_prompt]
system="""You are PR-Reviewer, a language model designed to review a Git Pull Request (PR).
system="""You are CodiumAI-PR-Reviewer, a language model designed to review git pull requests.
Given the PR Info and the PR Git Diff, generate 3 short questions about the PR code for the PR author.
The goal of the questions is to help the language model understand the PR better, so the questions should be insightful, informative, non-trivial, and relevant to the PR.
You should prefer asking yes\\no questions, or multiple choice questions. Also add at least one open-ended question, but make sure they are not too difficult, and can be answered in a sentence or two.
@ -16,36 +16,22 @@ Questions to better understand the PR:
user="""PR Info:
Title: '{{title}}'
Branch: '{{branch}}'
{%- if description %}
Description:
======
{{ description|trim }}
======
{%- endif %}
Description: '{{description}}'
{%- if language %}
Main PR language: '{{ language }}'
Main language: {{language}}
{%- endif %}
{%- if commit_messages_str %}
Commit messages:
======
{{ commit_messages_str|trim }}
======
{{commit_messages_str}}
{%- endif %}
The PR Git Diff:
======
{{ diff|trim }}
======
```
{{diff}}
```
Note that lines in the diff body are prefixed with a symbol that represents the type of change: '-' for deletions, '+' for additions, and ' ' (a space) for unchanged lines

View File

@ -1,42 +1,36 @@
[pr_questions_prompt]
system="""You are PR-Reviewer, a language model designed to review a Git Pull Request (PR).
Your goal is to answer questions\\tasks about the new PR code (lines starting with '+'), and provide feedback.
system="""You are CodiumAI-PR-Reviewer, a language model designed to review git pull requests.
Your task is to answer questions about the new PR code (the '+' lines), and provide feedback.
Be informative, constructive, and give examples. Try to be as specific as possible.
Don't avoid answering the questions. You must answer the questions, as best as you can, without adding any unrelated content.
Don't avoid answering the questions. You must answer the questions, as best as you can, without adding unrelated content.
Make sure not to repeat modifications already implemented in the new PR code (the '+' lines).
"""
user="""PR Info:
Title: '{{title}}'
Branch: '{{branch}}'
{%- if description %}
Description:
======
{{ description|trim }}
======
{%- endif %}
Description: '{{description}}'
{%- if language %}
Main language: {{language}}
{%- endif %}
{%- if commit_messages_str %}
Main PR language: '{{ language }}'
Commit messages:
{{commit_messages_str}}
{%- endif %}
The PR Git Diff:
======
{{ diff|trim }}
======
```
{{diff}}
```
Note that lines in the diff body are prefixed with a symbol that represents the type of change: '-' for deletions, '+' for additions, and ' ' (a space) for unchanged lines
The PR Questions:
======
{{ questions|trim }}
======
```
{{ questions }}
```
Response to the PR Questions:
Response:
"""

View File

@ -1,19 +1,18 @@
[pr_review_prompt]
system="""You are PR-Reviewer, a language model designed to review a Git Pull Request (PR).
system="""You are PR-Reviewer, a language model designed to review git pull requests.
Your task is to provide constructive and concise feedback for the PR, and also provide meaningful code suggestions.
The review should focus on new code added in the PR diff (lines starting with '+')
Example PR Diff:
======
Example PR Diff input:
'
## src/file1.py
@@ -12,5 +12,5 @@ def func1():
code line 1 that remained unchanged in the PR
code line 2 that remained unchanged in the PR
code line that already existed in the file...
code line that already existed in the file....
-code line that was removed in the PR
+code line added in the PR
code line 3 that remained unchanged in the PR
+new code line added in the PR
code line that already existed in the file...
code line that already existed in the file...
@@ ... @@ def func2():
...
@ -21,28 +20,26 @@ code line 3 that remained unchanged in the PR
## src/file2.py
...
======
'
The review should focus on new code added in the PR (lines starting with '+'), and not on code that already existed in the file (lines starting with '-', or without prefix).
{%- if num_code_suggestions > 0 %}
Code suggestions guidelines:
- Provide up to {{ num_code_suggestions }} code suggestions. Try to provide diverse and insightful suggestions.
- Focus on important suggestions like fixing code problems, issues and bugs. As a second priority, provide suggestions for meaningful code improvements, like performance, vulnerability, modularity, and best practices.
- Avoid making suggestions that have already been implemented in the PR code. For example, if you want to add logs, or change a variable to const, or anything else, make sure it isn't already in the PR code.
- Don't suggest to add docstring, type hints, or comments.
- Suggestions should focus on the new code added in the PR diff (lines starting with '+')
- Suggestions should focus on improving the new code added in the PR (lines starting with '+')
{%- endif %}
{%- if extra_instructions %}
Extra instructions from the user:
======
'
{{ extra_instructions }}
======
'
{% endif %}
You must use the following YAML schema to format your answer:
```yaml
PR Analysis:
@ -57,6 +54,7 @@ PR Analysis:
enum:
- Bug fix
- Tests
- Refactoring
- Enhancement
- Documentation
- Other
@ -95,7 +93,7 @@ PR Analysis:
description: >-
Estimate, on a scale of 1-5 (inclusive), the time and effort required to review this PR by an experienced and knowledgeable developer. 1 means short and easy review , 5 means long and hard review.
Take into account the size, complexity, quality, and the needed changes of the PR code diff.
Explain your answer shortly (1-2 sentences). Use the format: '1, because ...'
Explain your answer shortly (1-2 sentences).
{%- endif %}
PR Feedback:
General suggestions:
@ -132,8 +130,7 @@ PR Feedback:
Security concerns:
type: string
description: >-
does this PR code introduce possible vulnerabilities such as exposure of sensitive information (e.g., API keys, secrets, passwords), or security concerns like SQL injection, XSS, CSRF, and others ? Answer 'No' if there are no possible issues.
Answer 'Yes, because ...' if there are security concerns or issues. Explain your answer shortly.
yes\\no question: does this PR code introduce possible vulnerabilities such as exposure of sensitive information (e.g., API keys, secrets, passwords), or security concerns like SQL injection, XSS, CSRF, and others ? If answered 'yes', explain your answer briefly.
{%- endif %}
```
@ -181,33 +178,20 @@ Don't repeat the prompt in the answer, and avoid outputting the 'type' and 'desc
"""
user="""PR Info:
Title: '{{title}}'
Branch: '{{branch}}'
{%- if description %}
Description:
======
{{ description|trim }}
======
{%- endif %}
Description: '{{description}}'
{%- if language %}
Main PR language: '{{ language }}'
Main language: {{language}}
{%- endif %}
{%- if commit_messages_str %}
Commit messages:
======
{{commit_messages_str}}
======
{%- endif %}
{%- if question_str %}
=====
######
Here are questions to better understand the PR. Use the answers to provide better feedback.
{{question_str|trim}}
@ -216,15 +200,14 @@ User answers:
'
{{answer_str|trim}}
'
=====
######
{%- endif %}
The PR Diff:
======
{{ diff|trim }}
======
The PR Git Diff:
```
{{diff}}
```
Note that lines in the diff body are prefixed with a symbol that represents the type of change: '-' for deletions, '+' for additions. Focus on the '+' lines.
Response (should be a valid YAML, and nothing else):
```yaml

View File

@ -2,10 +2,10 @@
system="""
"""
user="""You are given a list of code suggestions to improve a Git Pull Request (PR):
======
user="""You are given a list of code suggestions to improve a PR:
{{ suggestion_str|trim }}
======
Your task is to sort the code suggestions by their order of importance, and return a list with sorting order.
The sorting order is a list of pairs, where each pair contains the index of the suggestion in the original list.

View File

@ -1,5 +1,5 @@
[pr_update_changelog_prompt]
system="""You are a language model called PR-Changelog-Updater.
system="""You are a language model called CodiumAI-PR-Changlog-summarizer.
Your task is to update the CHANGELOG.md file of the project, to shortly summarize important changes introduced in this PR (the '+' lines).
- The output should match the existing CHANGELOG.md format, style and conventions, so it will look like a natural part of the file. For example, if previous changes were summarized in a single line, you should do the same.
- Don't repeat previous changes. Generate only new content, that is not already in the CHANGELOG.md file.
@ -8,44 +8,30 @@ Your task is to update the CHANGELOG.md file of the project, to shortly summariz
{%- if extra_instructions %}
Extra instructions from the user:
======
{{ extra_instructions|trim }}
======
'
{{ extra_instructions }}
'
{%- endif %}
"""
user="""PR Info:
Title: '{{title}}'
Branch: '{{branch}}'
{%- if description %}
Description:
======
{{ description|trim }}
======
{%- endif %}
Description: '{{description}}'
{%- if language %}
Main PR language: '{{ language }}'
Main language: {{language}}
{%- endif %}
{%- if commit_messages_str %}
Commit messages:
======
{{ commit_messages_str|trim }}
======
{{commit_messages_str}}
{%- endif %}
The PR Git Diff:
======
{{ diff|trim }}
======
The PR Diff:
```
{{diff}}
```
Current date:
```
@ -53,10 +39,9 @@ Current date:
```
The current CHANGELOG.md:
======
```
{{ changelog_file_str }}
======
```
Response:
"""

View File

@ -1,6 +1,7 @@
import copy
import textwrap
from typing import Dict, List
from jinja2 import Environment, StrictUndefined
from pr_agent.algo.ai_handler import AiHandler
@ -54,9 +55,9 @@ class PRCodeSuggestions:
try:
get_logger().info('Generating code suggestions for PR...')
if get_settings().config.publish_output:
self.git_provider.publish_comment("Preparing suggestions...", is_temporary=True)
self.git_provider.publish_comment("Preparing review...", is_temporary=True)
get_logger().info('Preparing PR code suggestions...')
get_logger().info('Preparing PR review...')
if not self.is_extended:
await retry_with_fallback_models(self._prepare_prediction)
data = self._prepare_pr_code_suggestions()
@ -72,12 +73,8 @@ class PRCodeSuggestions:
data['Code suggestions'] = await self.rank_suggestions(data['Code suggestions'])
if get_settings().config.publish_output:
get_logger().info('Pushing PR code suggestions...')
get_logger().info('Pushing PR review...')
self.git_provider.remove_initial_comment()
if get_settings().pr_code_suggestions.summarize:
get_logger().info('Pushing summarize code suggestions...')
self.publish_summarizes_suggestions(data)
else:
get_logger().info('Pushing inline code suggestions...')
self.push_inline_code_suggestions(data)
except Exception as e:
@ -119,7 +116,6 @@ class PRCodeSuggestions:
code_suggestions = []
if not data['Code suggestions']:
get_logger().info('No suggestions found to improve this PR.')
return self.git_provider.publish_comment('No suggestions found to improve this PR.')
for d in data['Code suggestions']:
@ -248,41 +244,4 @@ class PRCodeSuggestions:
return data_sorted
def publish_summarizes_suggestions(self, data: Dict):
try:
data_markdown = "## PR Code Suggestions\n\n"
language_extension_map_org = get_settings().language_extension_map_org
extension_to_language = {}
for language, extensions in language_extension_map_org.items():
for ext in extensions:
extension_to_language[ext] = language
for s in data['Code suggestions']:
try:
extension_s = s['relevant file'].rsplit('.')[-1]
code_snippet_link = self.git_provider.get_line_link(s['relevant file'], s['relevant lines start'],
s['relevant lines end'])
data_markdown += f"\n💡 Suggestion:\n\n**{s['suggestion content']}**\n\n"
if code_snippet_link:
data_markdown += f" File: [{s['relevant file']} ({s['relevant lines start']}-{s['relevant lines end']})]({code_snippet_link})\n\n"
else:
data_markdown += f"File: {s['relevant file']} ({s['relevant lines start']}-{s['relevant lines end']})\n\n"
if self.git_provider.is_supported("gfm_markdown"):
data_markdown += "<details> <summary> Example code:</summary>\n\n"
data_markdown += f"___\n\n"
language_name = "python"
if extension_s and (extension_s in extension_to_language):
language_name = extension_to_language[extension_s]
data_markdown += f"Existing code:\n```{language_name}\n{s['existing code']}\n```\n"
data_markdown += f"Improved code:\n```{language_name}\n{s['improved code']}\n```\n"
if self.git_provider.is_supported("gfm_markdown"):
data_markdown += "</details>\n"
data_markdown += "\n___\n\n"
except Exception as e:
get_logger().error(f"Could not parse suggestion: {s}, error: {e}")
self.git_provider.publish_comment(data_markdown)
except Exception as e:
get_logger().info(f"Failed to publish summarized code suggestions, error: {e}")

View File

@ -30,11 +30,6 @@ class PRDescription:
)
self.pr_id = self.git_provider.get_pr_id()
if get_settings().pr_description.enable_semantic_files_types and not self.git_provider.is_supported(
"gfm_markdown"):
get_logger().debug(f"Disabling semantic files types for {self.pr_id}")
get_settings().pr_description.enable_semantic_files_types = False
# Initialize the AI handler
self.ai_handler = AiHandler()
@ -49,9 +44,8 @@ class PRDescription:
"extra_instructions": get_settings().pr_description.extra_instructions,
"commit_messages_str": self.git_provider.get_commit_messages(),
"enable_custom_labels": get_settings().config.enable_custom_labels,
"custom_labels_class": "", # will be filled if necessary in 'set_custom_labels' function
"enable_file_walkthrough": get_settings().pr_description.enable_file_walkthrough,
"enable_semantic_files_types": get_settings().pr_description.enable_semantic_files_types,
"custom_labels": "",
"custom_labels_examples": "",
}
self.user_description = self.git_provider.get_user_description()
@ -86,9 +80,6 @@ class PRDescription:
else:
return None
if get_settings().pr_description.enable_semantic_files_types:
self._prepare_file_labels()
pr_labels = []
if get_settings().pr_description.publish_labels:
pr_labels = self._prepare_labels()
@ -102,21 +93,14 @@ class PRDescription:
if get_settings().config.publish_output:
get_logger().info(f"Pushing answer {self.pr_id}")
if get_settings().pr_description.publish_description_as_comment:
get_logger().info(f"Publishing answer as comment")
self.git_provider.publish_comment(full_markdown_description)
else:
self.git_provider.publish_description(pr_title, pr_body)
if get_settings().pr_description.publish_labels and self.git_provider.is_supported("get_labels"):
current_labels = self.git_provider.get_pr_labels()
current_labels = self.git_provider.get_labels()
user_labels = get_user_labels(current_labels)
self.git_provider.publish_labels(pr_labels + user_labels)
if (get_settings().pr_description.final_update_message and
hasattr(self.git_provider, 'pr_url') and self.git_provider.pr_url):
latest_commit_url = self.git_provider.get_latest_commit_url()
if latest_commit_url:
self.git_provider.publish_comment(
f"**[PR Description]({self.git_provider.pr_url})** updated to latest commit ({latest_commit_url})")
self.git_provider.publish_labels(pr_labels + user_labels)
self.git_provider.remove_initial_comment()
except Exception as e:
get_logger().error(f"Error generating PR description {self.pr_id}: {e}")
@ -159,7 +143,7 @@ class PRDescription:
variables["diff"] = self.patches_diff # update diff
environment = Environment(undefined=StrictUndefined)
set_custom_labels(variables, self.git_provider)
set_custom_labels(variables)
system_prompt = environment.from_string(get_settings().pr_description_prompt.system).render(variables)
user_prompt = environment.from_string(get_settings().pr_description_prompt.user).render(variables)
@ -174,9 +158,6 @@ class PRDescription:
user=user_prompt
)
if get_settings().config.verbosity_level >= 2:
get_logger().info(f"\nAI response:\n{response}")
return response
def _prepare_data(self):
@ -191,16 +172,16 @@ class PRDescription:
pr_types = []
# If the 'PR Type' key is present in the dictionary, split its value by comma and assign it to 'pr_types'
if 'labels' in self.data:
if type(self.data['labels']) == list:
pr_types = self.data['labels']
elif type(self.data['labels']) == str:
pr_types = self.data['labels'].split(',')
elif 'type' in self.data:
if type(self.data['type']) == list:
pr_types = self.data['type']
elif type(self.data['type']) == str:
pr_types = self.data['type'].split(',')
if 'PR Labels' in self.data:
if type(self.data['PR Labels']) == list:
pr_types = self.data['PR Labels']
elif type(self.data['PR Labels']) == str:
pr_types = self.data['PR Labels'].split(',')
elif 'PR Type' in self.data:
if type(self.data['PR Type']) == list:
pr_types = self.data['PR Type']
elif type(self.data['PR Type']) == str:
pr_types = self.data['PR Type'].split(',')
return pr_types
def _prepare_pr_answer_with_markers(self) -> Tuple[str, str]:
@ -212,12 +193,12 @@ class PRDescription:
else:
ai_header = ""
ai_type = self.data.get('type')
ai_type = self.data.get('PR Type')
if ai_type and not re.search(r'<!--\s*pr_agent:type\s*-->', body):
pr_type = f"{ai_header}{ai_type}"
body = body.replace('pr_agent:type', pr_type)
ai_summary = self.data.get('description')
ai_summary = self.data.get('PR Description')
if ai_summary and not re.search(r'<!--\s*pr_agent:summary\s*-->', body):
summary = f"{ai_header}{ai_summary}"
body = body.replace('pr_agent:summary', summary)
@ -247,16 +228,16 @@ class PRDescription:
# Iterate over the dictionary items and append the key and value to 'markdown_text' in a markdown format
markdown_text = ""
# Don't display 'PR Labels'
if 'labels' in self.data and self.git_provider.is_supported("get_labels"):
self.data.pop('labels')
if 'PR Labels' in self.data and self.git_provider.is_supported("get_labels"):
self.data.pop('PR Labels')
if not get_settings().pr_description.enable_pr_type:
self.data.pop('type')
self.data.pop('PR Type')
for key, value in self.data.items():
markdown_text += f"## {key}\n\n"
markdown_text += f"{value}\n\n"
# Remove the 'PR Title' key from the dictionary
ai_title = self.data.pop('title', self.vars["title"])
ai_title = self.data.pop('PR Title', self.vars["title"])
if get_settings().pr_description.keep_original_user_title:
# Assign the original PR title to the 'title' variable
title = self.vars["title"]
@ -268,130 +249,26 @@ class PRDescription:
# except for the items containing the word 'walkthrough'
pr_body = ""
for idx, (key, value) in enumerate(self.data.items()):
if key == 'pr_files':
value = self.file_label_dict
key_publish = "PR changes walkthrough"
else:
key_publish = key.rstrip(':').replace("_", " ").capitalize()
pr_body += f"## {key_publish}\n"
pr_body += f"## {key}:\n"
if 'walkthrough' in key.lower():
# for filename, description in value.items():
if self.git_provider.is_supported("gfm_markdown"):
pr_body += "<details> <summary>files:</summary>\n\n"
for file in value:
filename = file['filename'].replace("'", "`")
description = file['changes_in_file']
description = file['changes in file']
pr_body += f'- `{filename}`: {description}\n'
if self.git_provider.is_supported("gfm_markdown"):
pr_body +="</details>\n"
elif 'pr_files' in key.lower():
pr_body = self.process_pr_files_prediction(pr_body, value)
else:
# if the value is a list, join its items by comma
if isinstance(value, list):
if type(value) == list:
value = ', '.join(v for v in value)
pr_body += f"{value}\n"
if idx < len(self.data) - 1:
pr_body += "\n\n___\n\n"
pr_body += "\n___\n"
if get_settings().config.verbosity_level >= 2:
get_logger().info(f"title:\n{title}\n{pr_body}")
return title, pr_body
def _prepare_file_labels(self):
self.file_label_dict = {}
for file in self.data['pr_files']:
try:
filename = file['filename'].replace("'", "`").replace('"', '`')
changes_summary = file['changes_summary']
label = file['label']
if label not in self.file_label_dict:
self.file_label_dict[label] = []
self.file_label_dict[label].append((filename, changes_summary))
except Exception as e:
get_logger().error(f"Error preparing file label dict {self.pr_id}: {e}")
pass
def process_pr_files_prediction(self, pr_body, value):
if not self.git_provider.is_supported("gfm_markdown"):
get_logger().info(f"Disabling semantic files types for {self.pr_id} since gfm_markdown is not supported")
return pr_body
try:
pr_body += "<table>"
header = f"Relevant files"
delta = 65
header += "&nbsp; " * delta
pr_body += f"""<thead><tr><th></th><th>{header}</th></tr></thead>"""
pr_body += """<tbody>"""
for semantic_label in value.keys():
s_label = semantic_label.strip("'").strip('"')
pr_body += f"""<tr><td><strong>{s_label.capitalize()}</strong></td>"""
list_tuples = value[semantic_label]
pr_body += f"""<td><details><summary>{len(list_tuples)} files</summary><table>"""
for filename, file_change_description in list_tuples:
filename = filename.replace("'", "`")
filename_publish = filename.split("/")[-1]
filename_publish = f"{filename_publish}"
if len(filename_publish) < (delta - 5):
filename_publish += "&nbsp; " * ((delta - 5) - len(filename_publish))
diff_plus_minus = ""
diff_files = self.git_provider.diff_files
for f in diff_files:
if f.filename.lower() == filename.lower():
num_plus_lines = f.num_plus_lines
num_minus_lines = f.num_minus_lines
diff_plus_minus += f"+{num_plus_lines}/-{num_minus_lines}"
break
# try to add line numbers link to code suggestions
link = ""
if hasattr(self.git_provider, 'get_line_link'):
filename = filename.strip()
link = self.git_provider.get_line_link(filename, relevant_line_start=-1)
file_change_description = self._insert_br_after_x_chars(file_change_description, x=(delta - 5))
pr_body += f"""
<tr>
<td>
<details>
<summary><strong>{filename_publish}</strong></summary>
<ul>
{filename}<br><br>
<strong>{file_change_description}</strong>
</ul>
</details>
</td>
<td><a href="{link}"> {diff_plus_minus}</a></td>
</tr>
"""
pr_body += """</table></details></td></tr>"""
pr_body += """</tr></tbody></table>"""
except Exception as e:
get_logger().error(f"Error processing pr files to markdown {self.pr_id}: {e}")
pass
return pr_body
def _insert_br_after_x_chars(self, text, x=70):
"""
Insert <br> into a string after a word that increases its length above x characters.
"""
if len(text) < x:
return text
words = text.split(' ')
new_text = ""
current_length = 0
for word in words:
# Check if adding this word exceeds x characters
if current_length + len(word) > x:
new_text += "<br>" # Insert line break
current_length = 0 # Reset counter
# Add the word to the new text
new_text += word + " "
current_length += len(word) + 1 # Add 1 for the space
return new_text.strip() # Remove trailing space

View File

@ -43,8 +43,9 @@ class PRGenerateLabels:
"use_bullet_points": get_settings().pr_description.use_bullet_points,
"extra_instructions": get_settings().pr_description.extra_instructions,
"commit_messages_str": self.git_provider.get_commit_messages(),
"custom_labels": "",
"custom_labels_examples": "",
"enable_custom_labels": get_settings().config.enable_custom_labels,
"custom_labels_class": "", # will be filled if necessary in 'set_custom_labels' function
}
# Initialize the token handler
@ -82,7 +83,7 @@ class PRGenerateLabels:
if get_settings().config.publish_output:
get_logger().info(f"Pushing labels {self.pr_id}")
current_labels = self.git_provider.get_pr_labels()
current_labels = self.git_provider.get_labels()
user_labels = get_user_labels(current_labels)
pr_labels = pr_labels + user_labels
@ -132,7 +133,7 @@ class PRGenerateLabels:
variables["diff"] = self.patches_diff # update diff
environment = Environment(undefined=StrictUndefined)
set_custom_labels(variables, self.git_provider)
set_custom_labels(variables)
system_prompt = environment.from_string(get_settings().pr_custom_labels_prompt.system).render(variables)
user_prompt = environment.from_string(get_settings().pr_custom_labels_prompt.user).render(variables)
@ -147,9 +148,6 @@ class PRGenerateLabels:
user=user_prompt
)
if get_settings().config.verbosity_level >= 2:
get_logger().info(f"\nAI response:\n{response}")
return response
def _prepare_data(self):
@ -161,11 +159,11 @@ class PRGenerateLabels:
def _prepare_labels(self) -> List[str]:
pr_types = []
# If the 'labels' key is present in the dictionary, split its value by comma and assign it to 'pr_types'
if 'labels' in self.data:
if type(self.data['labels']) == list:
pr_types = self.data['labels']
elif type(self.data['labels']) == str:
pr_types = self.data['labels'].split(',')
# If the 'PR Type' key is present in the dictionary, split its value by comma and assign it to 'pr_types'
if 'PR Type' in self.data:
if type(self.data['PR Type']) == list:
pr_types = self.data['PR Type']
elif type(self.data['PR Type']) == str:
pr_types = self.data['PR Type'].split(',')
return pr_types

View File

@ -10,7 +10,7 @@ from yaml import SafeLoader
from pr_agent.algo.ai_handler import AiHandler
from pr_agent.algo.pr_processing import get_pr_diff, retry_with_fallback_models
from pr_agent.algo.token_handler import TokenHandler
from pr_agent.algo.utils import convert_to_markdown, load_yaml, try_fix_yaml, set_custom_labels, get_user_labels
from pr_agent.algo.utils import convert_to_markdown, load_yaml, try_fix_yaml, set_custom_labels
from pr_agent.config_loader import get_settings
from pr_agent.git_providers import get_git_provider
from pr_agent.git_providers.git_provider import IncrementalPR, get_main_pr_language
@ -121,8 +121,8 @@ class PRReviewer:
# publish the review
if get_settings().pr_reviewer.persistent_comment and not self.incremental.is_incremental:
self.git_provider.publish_persistent_comment(pr_comment,
initial_header="## PR Analysis",
update_header=True)
initial_text="## PR Analysis",
updated_text="## PR Analysis (updated)")
else:
self.git_provider.publish_comment(pr_comment)
@ -178,9 +178,6 @@ class PRReviewer:
user=user_prompt
)
if get_settings().config.verbosity_level >= 2:
get_logger().info(f"\nAI response:\n{response}")
return response
def _prepare_pr_review(self) -> str:
@ -249,18 +246,11 @@ class PRReviewer:
# Add help text if not in CLI mode
if not get_settings().get("CONFIG.CLI_MODE", False):
markdown_text += "\n### How to use\n"
if self.git_provider.is_supported("gfm_markdown"):
markdown_text += "\n <details> <summary> Instructions</summary>\n\n"
bot_user = "[bot]" if get_settings().github_app.override_deployment_type else get_settings().github_app.bot_user
if user and bot_user not in user:
markdown_text += bot_help_text(user)
else:
markdown_text += actions_help_text
if self.git_provider.is_supported("gfm_markdown"):
markdown_text += "\n</details>\n"
# Add custom labels from the review prediction (effort, security)
self.set_review_labels(data)
# Log markdown response if verbosity level is high
if get_settings().config.verbosity_level >= 2:
@ -278,7 +268,14 @@ class PRReviewer:
if get_settings().pr_reviewer.num_code_suggestions == 0:
return
data = load_yaml(self.prediction.strip())
review_text = self.prediction.strip()
review_text = review_text.removeprefix('```yaml').rstrip('`')
try:
data = yaml.load(review_text, Loader=SafeLoader)
except Exception as e:
get_logger().error(f"Failed to parse AI prediction: {e}")
data = try_fix_yaml(review_text)
comments: List[str] = []
for suggestion in data.get('PR Feedback', {}).get('Code feedback', []):
relevant_file = suggestion.get('relevant file', '').strip()
@ -375,29 +372,3 @@ class PRReviewer:
)
return False
return True
def set_review_labels(self, data):
if (get_settings().pr_reviewer.enable_review_labels_security or
get_settings().pr_reviewer.enable_review_labels_effort):
try:
review_labels = []
if get_settings().pr_reviewer.enable_review_labels_effort:
estimated_effort = data['PR Analysis']['Estimated effort to review [1-5]']
estimated_effort_number = int(estimated_effort.split(',')[0])
if 1 <= estimated_effort_number <= 5: # 1, because ...
review_labels.append(f'Review effort [1-5]: {estimated_effort_number}')
if get_settings().pr_reviewer.enable_review_labels_security:
security_concerns = data['PR Analysis']['Security concerns'] # yes, because ...
security_concerns_bool = 'yes' in security_concerns.lower() or 'true' in security_concerns.lower()
if security_concerns_bool:
review_labels.append('Possible security concern')
current_labels = self.git_provider.get_pr_labels()
current_labels_filtered = [label for label in current_labels if
not label.lower().startswith('review effort [1-5]:') and not label.lower().startswith(
'possible security concern')]
if current_labels or review_labels:
get_logger().info(f"Setting review labels: {review_labels + current_labels_filtered}")
self.git_provider.publish_labels(review_labels + current_labels_filtered)
except Exception as e:
get_logger().error(f"Failed to set review labels, error: {e}")

View File

@ -8,7 +8,6 @@ import pinecone
from pinecone_datasets import Dataset, DatasetMetadata
from pydantic import BaseModel, Field
from pr_agent.algo import MAX_TOKENS
from pr_agent.algo.token_handler import TokenHandler
from pr_agent.algo.utils import get_max_tokens
from pr_agent.config_loader import get_settings

View File

@ -1,25 +1,24 @@
aiohttp==3.9.1
atlassian-python-api==3.39.0
azure-devops==7.1.0b3
boto3==1.33.6
dynaconf==3.2.4
dynaconf==3.1.12
fastapi==0.99.0
GitPython==3.1.32
google-cloud-aiplatform==1.35.0
google-cloud-storage==2.10.0
Jinja2==3.1.2
litellm==0.12.5
loguru==0.7.2
msrest==0.7.1
PyGithub==1.59.*
retry==0.9.2
openai==0.27.8
Jinja2==3.1.2
tiktoken==0.4.0
uvicorn==0.22.0
python-gitlab==3.15.0
pytest==7.4.0
aiohttp==3.8.4
atlassian-python-api==3.39.0
GitPython==3.1.32
PyYAML==6.0
starlette-context==0.3.6
litellm~=0.1.574
boto3==1.28.25
google-cloud-storage==2.10.0
ujson==5.8.0
azure-devops==7.1.0b3
msrest==0.7.1
pinecone-client
pinecone-datasets @ git+https://github.com/mrT23/pinecone-datasets.git@main
pytest==7.4.0
PyGithub==1.59.*
PyYAML==6.0.1
python-gitlab==3.15.0
retry==0.9.2
starlette-context==0.3.6
tiktoken==0.5.2
ujson==5.8.0
uvicorn==0.22.0
loguru==0.7.2

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@ -1,4 +1,3 @@
from pr_agent.git_providers import BitbucketServerProvider
from pr_agent.git_providers.bitbucket_provider import BitbucketProvider
@ -9,10 +8,3 @@ class TestBitbucketProvider:
assert workspace_slug == "WORKSPACE_XYZ"
assert repo_slug == "MY_TEST_REPO"
assert pr_number == 321
def test_bitbucket_server_pr_url(self):
url = "https://git.onpreminstance.com/projects/AAA/repos/my-repo/pull-requests/1"
workspace_slug, repo_slug, pr_number = BitbucketServerProvider._parse_pr_url(url)
assert workspace_slug == "AAA"
assert repo_slug == "my-repo"
assert pr_number == 1

View File

@ -1,19 +0,0 @@
# Generated by CodiumAI
import pytest
from pr_agent.algo.utils import clip_tokens
class TestClipTokens:
def test_clip(self):
text = "line1\nline2\nline3\nline4\nline5\nline6"
max_tokens = 25
result = clip_tokens(text, max_tokens)
assert result == text
max_tokens = 10
result = clip_tokens(text, max_tokens)
expected_results = 'line1\nline2\nline3\nli...(truncated)'
assert result == expected_results

View File

@ -71,7 +71,7 @@ class TestConvertToMarkdown:
- 📌 **Type of PR:** Test type\n\
- 🧪 **Relevant tests added:** no\n\
- ✨ **Focused PR:** Yes\n\
- **General PR suggestions:** general suggestion...\n\n\n- <details><summary> 🤖 Code feedback:</summary> - **Code example:**\n - **Before:**\n ```\n Code before\n ```\n - **After:**\n ```\n Code after\n ```\n\n - **Code example:**\n - **Before:**\n ```\n Code before 2\n ```\n - **After:**\n ```\n Code after 2\n ```\n\n</details>\
- **General PR suggestions:** general suggestion...\n\n\n- **<details><summary> 🤖 Code feedback:**</summary>\n\n - **Code example:**\n - **Before:**\n ```\n Code before\n ```\n - **After:**\n ```\n Code after\n ```\n\n - **Code example:**\n - **Before:**\n ```\n Code before 2\n ```\n - **After:**\n ```\n Code after 2\n ```\n\n</details>\
"""
assert convert_to_markdown(input_data).strip() == expected_output.strip()

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@ -2,9 +2,6 @@
# Generated by CodiumAI
import pytest
import yaml
from yaml.scanner import ScannerError
from pr_agent.algo.utils import load_yaml
@ -15,7 +12,7 @@ class TestLoadYaml:
expected_output = {'name': 'John Smith', 'age': 35}
assert load_yaml(yaml_str) == expected_output
def test_load_invalid_yaml1(self):
def test_load_complicated_yaml(self):
yaml_str = \
'''\
PR Analysis:
@ -29,23 +26,7 @@ PR Feedback:
Code feedback:
- relevant file: pr_agent/settings/pr_description_prompts.toml
suggestion: Consider using a more descriptive variable name than 'user' for the command prompt. A more descriptive name would make the code more readable and maintainable. [medium]
relevant line: user="""PR Info: aaa
relevant line: 'user="""PR Info:'
Security concerns: No'''
with pytest.raises(ScannerError):
yaml.safe_load(yaml_str)
expected_output = {'PR Analysis': {'Main theme': 'Enhancing the `/describe` command prompt by adding title and description', 'Type of PR': 'Enhancement', 'Relevant tests added': False, 'Focused PR': 'Yes, the PR is focused on enhancing the `/describe` command prompt.'}, 'PR Feedback': {'General suggestions': 'The PR seems to be well-structured and focused on a specific enhancement. However, it would be beneficial to add tests to ensure the new feature works as expected.', 'Code feedback': [{'relevant file': 'pr_agent/settings/pr_description_prompts.toml', 'suggestion': "Consider using a more descriptive variable name than 'user' for the command prompt. A more descriptive name would make the code more readable and maintainable. [medium]", 'relevant line': 'user="""PR Info: aaa'}], 'Security concerns': False}}
expected_output = {'PR Analysis': {'Main theme': 'Enhancing the `/describe` command prompt by adding title and description', 'Type of PR': 'Enhancement', 'Relevant tests added': False, 'Focused PR': 'Yes, the PR is focused on enhancing the `/describe` command prompt.'}, 'PR Feedback': {'General suggestions': 'The PR seems to be well-structured and focused on a specific enhancement. However, it would be beneficial to add tests to ensure the new feature works as expected.', 'Code feedback': [{'relevant file': 'pr_agent/settings/pr_description_prompts.toml', 'suggestion': "Consider using a more descriptive variable name than 'user' for the command prompt. A more descriptive name would make the code more readable and maintainable. [medium]", 'relevant line': 'user="""PR Info:'}], 'Security concerns': False}}
assert load_yaml(yaml_str) == expected_output
def test_load_invalid_yaml2(self):
yaml_str = '''\
- relevant file: src/app.py:
suggestion content: The print statement is outside inside the if __name__ ==: \
'''
with pytest.raises(ScannerError):
yaml.safe_load(yaml_str)
expected_output =[{'relevant file': 'src/app.py:',
'suggestion content': 'The print statement is outside inside the if __name__ ==: '}]
assert load_yaml(yaml_str) == expected_output

View File

@ -61,7 +61,7 @@ class TestParseCodeSuggestion:
'before': 'Before 1',
'after': 'After 1'
}
expected_output = ' **suggestion:** Suggestion 1 \n **description:** Description 1 \n **before:** Before 1 \n **after:** After 1 \n\n' # noqa: E501
expected_output = " **suggestion:** Suggestion 1\n **description:** Description 1\n **before:** Before 1\n **after:** After 1\n\n" # noqa: E501
assert parse_code_suggestion(code_suggestions) == expected_output
# Tests that function returns correct output when input dictionary has 'code example' key
@ -74,5 +74,5 @@ class TestParseCodeSuggestion:
'after': 'After 2'
}
}
expected_output = ' **suggestion:** Suggestion 2 \n **description:** Description 2 \n - **code example:**\n - **before:**\n ```\n Before 2\n ```\n - **after:**\n ```\n After 2\n ```\n\n' # noqa: E501
expected_output = " **suggestion:** Suggestion 2\n **description:** Description 2\n - **code example:**\n - **before:**\n ```\n Before 2\n ```\n - **after:**\n ```\n After 2\n ```\n\n" # noqa: E501
assert parse_code_suggestion(code_suggestions) == expected_output