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Author SHA1 Message Date
88c2b90860 static analysis 2024-10-02 09:06:30 +03:00
c84d84ace2 static analysis 2024-10-02 08:56:33 +03:00
170 changed files with 3516 additions and 2661 deletions

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@ -37,3 +37,5 @@ jobs:
name: Test dev docker
run: |
docker run --rm codiumai/pr-agent:test pytest -v tests/unittest

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@ -30,3 +30,6 @@ jobs:
GITHUB_ACTION_CONFIG.AUTO_DESCRIBE: true
GITHUB_ACTION_CONFIG.AUTO_REVIEW: true
GITHUB_ACTION_CONFIG.AUTO_IMPROVE: true

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@ -1,17 +0,0 @@
# disabled. We might run it manually if needed.
name: pre-commit
on:
workflow_dispatch:
# pull_request:
# push:
# branches: [main]
jobs:
pre-commit:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v3
- uses: actions/setup-python@v5
# SEE https://github.com/pre-commit/action
- uses: pre-commit/action@v3.0.1

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@ -1,3 +1,6 @@
[pr_reviewer]
enable_review_labels_effort = true
enable_auto_approval = true
[config]
model="claude-3-5-sonnet"

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@ -1,46 +0,0 @@
# See https://pre-commit.com for more information
# See https://pre-commit.com/hooks.html for more hooks
default_language_version:
python: python3
repos:
- repo: https://github.com/pre-commit/pre-commit-hooks
rev: v5.0.0
hooks:
- id: check-added-large-files
- id: check-toml
- id: check-yaml
- id: end-of-file-fixer
- id: trailing-whitespace
# - repo: https://github.com/rhysd/actionlint
# rev: v1.7.3
# hooks:
# - id: actionlint
- repo: https://github.com/pycqa/isort
# rev must match what's in dev-requirements.txt
rev: 5.13.2
hooks:
- id: isort
# - repo: https://github.com/PyCQA/bandit
# rev: 1.7.10
# hooks:
# - id: bandit
# args: [
# "-c", "pyproject.toml",
# ]
# - repo: https://github.com/astral-sh/ruff-pre-commit
# rev: v0.7.1
# hooks:
# - id: ruff
# args:
# - --fix
# - id: ruff-format
# - repo: https://github.com/PyCQA/autoflake
# rev: v2.3.1
# hooks:
# - id: autoflake
# args:
# - --in-place
# - --remove-all-unused-imports
# - --remove-unused-variables

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@ -1,11 +1,10 @@
FROM python:3.12 as base
FROM python:3.10 as base
WORKDIR /app
ADD pyproject.toml .
ADD requirements.txt .
RUN pip install . && rm pyproject.toml requirements.txt
ENV PYTHONPATH=/app
ADD docs docs
ADD pr_agent pr_agent
ADD github_action/entrypoint.sh /
RUN chmod +x /entrypoint.sh

127
README.md
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@ -10,22 +10,24 @@
</picture>
<br/>
Qode Merge PR-Agent aims to help efficiently review and handle pull requests, by providing AI feedback and suggestions
CodiumAI PR-Agent aims to help efficiently review and handle pull requests, by providing AI feedback and suggestions
</div>
[![GitHub license](https://img.shields.io/badge/License-Apache_2.0-blue.svg)](https://github.com/Codium-ai/pr-agent/blob/main/LICENSE)
[![Static Badge](https://img.shields.io/badge/Chrome-Extension-violet)](https://chromewebstore.google.com/detail/pr-agent-chrome-extension/ephlnjeghhogofkifjloamocljapahnl)
[![Static Badge](https://img.shields.io/badge/Pro-App-blue)](https://github.com/apps/qodo-merge-pro/)
[![Static Badge](https://img.shields.io/badge/OpenSource-App-red)](https://github.com/apps/qodo-merge-pro-for-open-source/)
[![Static Badge](https://img.shields.io/badge/Code-Benchmark-blue)](https://pr-agent-docs.codium.ai/finetuning_benchmark/)
[![Discord](https://badgen.net/badge/icon/discord?icon=discord&label&color=purple)](https://discord.com/channels/1057273017547378788/1126104260430528613)
<a href="https://github.com/Codium-ai/pr-agent/commits/main">
<img alt="GitHub" src="https://img.shields.io/github/last-commit/Codium-ai/pr-agent/main?style=for-the-badge" height="20">
</a>
[![Twitter](https://img.shields.io/twitter/follow/codiumai)](https://twitter.com/codiumai)
[![Cheat Sheet](https://img.shields.io/badge/Cheat-Sheet-red)](https://www.codium.ai/images/pr_agent/cheat_sheet.pdf)
<a href="https://github.com/Codium-ai/pr-agent/commits/main">
<img alt="GitHub" src="https://img.shields.io/github/last-commit/Codium-ai/pr-agent/main?style=for-the-badge" height="20">
</a>
</div>
### [Documentation](https://pr-agent-docs.codium.ai/)
- See the [Installation Guide](https://qodo-merge-docs.qodo.ai/installation/) for instructions on installing Qode Merge PR-Agent on different platforms.
- See the [Installation Guide](https://qodo-merge-docs.qodo.ai/installation/) for instructions on installing PR-Agent on different platforms.
- See the [Usage Guide](https://qodo-merge-docs.qodo.ai/usage-guide/) for instructions on running Qode Merge PR-Agent tools via different interfaces, such as CLI, PR Comments, or by automatically triggering them when a new PR is opened.
- See the [Usage Guide](https://qodo-merge-docs.qodo.ai/usage-guide/) for instructions on running PR-Agent tools via different interfaces, such as CLI, PR Comments, or by automatically triggering them when a new PR is opened.
- See the [Tools Guide](https://qodo-merge-docs.qodo.ai/tools/) for a detailed description of the different tools, and the available configurations for each tool.
@ -41,40 +43,45 @@ Qode Merge PR-Agent aims to help efficiently review and handle pull requests, by
## News and Updates
### December 2, 2024
### September 21, 2024
Need help with PR-Agent? New feature - simply comment `/help "your question"` in a pull request, and PR-Agent will provide you with the [relevant documentation](https://github.com/Codium-ai/pr-agent/pull/1241#issuecomment-2365259334).
Open-source repositories can now freely use Qodo Merge Pro, and enjoy easy one-click installation using a marketplace [app](https://github.com/apps/qodo-merge-pro-for-open-source).
<kbd><img src="https://github.com/user-attachments/assets/b0838724-87b9-43b0-ab62-73739a3a855c" width="512"></kbd>
See [here](https://qodo-merge-docs.qodo.ai/installation/pr_agent_pro/) for more details about installing Qodo Merge Pro for private repositories.
<kbd><img src="https://www.codium.ai/images/pr_agent/pr_help_chat.png" width="768"></kbd>
### November 18, 2024
### September 12, 2024
[Dynamic context](https://pr-agent-docs.codium.ai/core-abilities/dynamic_context/) is now the default option for context extension.
This feature enables PR-Agent to dynamically adjusting the relevant context for each code hunk, while avoiding overflowing the model with too much information.
A new mode was enabled by default for code suggestions - `--pr_code_suggestions.focus_only_on_problems=true`:
### September 3, 2024
- This option reduces the number of code suggestions received
- The suggestions will focus more on identifying and fixing code problems, rather than style considerations like best practices, maintainability, or readability.
- The suggestions will be categorized into just two groups: "Possible Issues" and "General".
New version of PR-Agent, v0.24 was released. See the [release notes](https://github.com/Codium-ai/pr-agent/releases/tag/v0.24) for more information.
Still, if you prefer the previous mode, you can set `--pr_code_suggestions.focus_only_on_problems=false` in the [configuration file](https://qodo-merge-docs.qodo.ai/usage-guide/configuration_options/).
### August 26, 2024
**Example results:**
New version of [PR Agent Chrome Extension](https://chromewebstore.google.com/detail/pr-agent-chrome-extension/ephlnjeghhogofkifjloamocljapahnl) was released, with full support of context-aware **PR Chat**. This novel feature is free to use for any open-source repository. See more details in [here](https://pr-agent-docs.codium.ai/chrome-extension/#pr-chat).
Original mode
<kbd><img src="https://www.codium.ai/images/pr_agent/pr_chat_1.png" width="768"></kbd>
<kbd><img src="https://qodo.ai/images/pr_agent/code_suggestions_original_mode.png" width="512"></kbd>
Focused mode
<kbd><img src="https://qodo.ai/images/pr_agent/code_suggestions_focused_mode.png" width="512"></kbd>
<kbd><img src="https://www.codium.ai/images/pr_agent/pr_chat_2.png" width="768"></kbd>
### November 4, 2024
### August 11, 2024
Increased PR context size for improved results, and enabled [asymmetric context](https://github.com/Codium-ai/pr-agent/pull/1114/files#diff-9290a3ad9a86690b31f0450b77acd37ef1914b41fabc8a08682d4da433a77f90R69-R70)
### August 10, 2024
Added support for [Azure devops pipeline](https://pr-agent-docs.codium.ai/installation/azure/) - you can now easily run PR-Agent as an Azure devops pipeline, without needing to set up your own server.
### August 5, 2024
Added support for [GitLab pipeline](https://pr-agent-docs.codium.ai/installation/gitlab/#run-as-a-gitlab-pipeline) - you can now run easily PR-Agent as a GitLab pipeline, without needing to set up your own server.
### July 28, 2024
(1) improved support for bitbucket server - [auto commands](https://github.com/Codium-ai/pr-agent/pull/1059) and [direct links](https://github.com/Codium-ai/pr-agent/pull/1061)
(2) custom models are now [supported](https://pr-agent-docs.codium.ai/usage-guide/changing_a_model/#custom-models)
Qodo Merge PR Agent will now leverage context from Jira or GitHub tickets to enhance the PR Feedback. Read more about this feature
[here](https://qodo-merge-docs.qodo.ai/core-abilities/fetching_ticket_context/)
## Overview
@ -82,41 +89,40 @@ Qodo Merge PR Agent will now leverage context from Jira or GitHub tickets to enh
Supported commands per platform:
| | | GitHub | GitLab | Bitbucket | Azure DevOps |
| | | GitHub | Gitlab | Bitbucket | Azure DevOps |
|-------|---------------------------------------------------------------------------------------------------------|:--------------------:|:--------------------:|:--------------------:|:------------:|
| TOOLS | [Review](https://qodo-merge-docs.qodo.ai/tools/review/) | ✅ | ✅ | ✅ | ✅ |
| | [Describe](https://qodo-merge-docs.qodo.ai/tools/describe/) | ✅ | ✅ | ✅ | |
| | [Improve](https://qodo-merge-docs.qodo.ai/tools/improve/) | ✅ | ✅ | ✅ | |
| | [Ask](https://qodo-merge-docs.qodo.ai/tools/ask/) | ✅ | ✅ | ✅ | ✅ |
| TOOLS | Review | ✅ | ✅ | ✅ | ✅ |
| | ⮑ Incremental | ✅ | | | |
| | ⮑ [SOC2 Compliance](https://pr-agent-docs.codium.ai/tools/review/#soc2-ticket-compliance) 💎 | ✅ | ✅ | ✅ | |
| | Describe | ✅ | ✅ | ✅ | ✅ |
| | ⮑ [Inline File Summary](https://pr-agent-docs.codium.ai/tools/describe#inline-file-summary) 💎 | ✅ | | | |
| | Improve | ✅ | ✅ | ✅ | ✅ |
| | ⮑ Extended | ✅ | ✅ | ✅ | ✅ |
| | Ask | ✅ | ✅ | ✅ | ✅ |
| | ⮑ [Ask on code lines](https://pr-agent-docs.codium.ai/tools/ask#ask-lines) | ✅ | ✅ | | |
| | [Update CHANGELOG](https://qodo-merge-docs.qodo.ai/tools/update_changelog/) | ✅ | ✅ | ✅ | ✅ |
| | [Ticket Context](https://qodo-merge-docs.qodo.ai/core-abilities/fetching_ticket_context/) 💎 | ✅ | ✅ | ✅ | |
| | [Utilizing Best Practices](https://qodo-merge-docs.qodo.ai/tools/improve/#best-practices) 💎 | ✅ | ✅ | ✅ | |
| | [PR Chat](https://qodo-merge-docs.qodo.ai/chrome-extension/features/#pr-chat) 💎 | ✅ | | | |
| | [Suggestion Tracking](https://qodo-merge-docs.qodo.ai/tools/improve/#suggestion-tracking) 💎 | ✅ | ✅ | | |
| | [CI Feedback](https://pr-agent-docs.codium.ai/tools/ci_feedback/) 💎 | ✅ | | | |
| | [PR Documentation](https://pr-agent-docs.codium.ai/tools/documentation/) 💎 | ✅ | ✅ | | |
| | [Custom Labels](https://pr-agent-docs.codium.ai/tools/custom_labels/) 💎 | ✅ | ✅ | | |
| | [Analyze](https://pr-agent-docs.codium.ai/tools/analyze/) 💎 | ✅ | ✅ | | |
| | [Similar Code](https://pr-agent-docs.codium.ai/tools/similar_code/) 💎 | ✅ | | | |
| | [Custom Prompt](https://pr-agent-docs.codium.ai/tools/custom_prompt/) 💎 | ✅ | ✅ | ✅ | |
| | [Test](https://pr-agent-docs.codium.ai/tools/test/) 💎 | ✅ | ✅ | | |
| | Reflect and Review | ✅ | ✅ | ✅ | ✅ |
| | Update CHANGELOG.md | ✅ | ✅ | ✅ | ✅ |
| | Find Similar Issue | ✅ | | | |
| | [Add PR Documentation](https://pr-agent-docs.codium.ai/tools/documentation/) 💎 | ✅ | ✅ | | |
| | [Custom Labels](https://pr-agent-docs.codium.ai/tools/custom_labels/) 💎 | ✅ | ✅ | | |
| | [Analyze](https://pr-agent-docs.codium.ai/tools/analyze/) 💎 | ✅ | ✅ | | |
| | [CI Feedback](https://pr-agent-docs.codium.ai/tools/ci_feedback/) 💎 | ✅ | | | |
| | [Similar Code](https://pr-agent-docs.codium.ai/tools/similar_code/) 💎 | ✅ | | | |
| | | | | | |
| USAGE | [CLI](https://qodo-merge-docs.qodo.ai/usage-guide/automations_and_usage/#local-repo-cli) | ✅ | ✅ | ✅ | ✅ |
| | [App / webhook](https://qodo-merge-docs.qodo.ai/usage-guide/automations_and_usage/#github-app) | ✅ | ✅ | ✅ | ✅ |
| | [Tagging bot](https://github.com/Codium-ai/pr-agent#try-it-now) | ✅ | | | |
| | [Actions](https://qodo-merge-docs.qodo.ai/installation/github/#run-as-a-github-action) | ✅ |✅| ✅ |✅|
| USAGE | CLI | ✅ | ✅ | ✅ | ✅ |
| | App / webhook | ✅ | ✅ | ✅ | ✅ |
| | Tagging bot | ✅ | | | |
| | Actions | ✅ |✅| ✅ |✅|
| | | | | | |
| CORE | [PR compression](https://qodo-merge-docs.qodo.ai/core-abilities/compression_strategy/) | ✅ | ✅ | ✅ | ✅ |
| CORE | PR compression | ✅ | ✅ | ✅ | ✅ |
| | Repo language prioritization | ✅ | ✅ | ✅ | ✅ |
| | Adaptive and token-aware file patch fitting | ✅ | ✅ | ✅ | ✅ |
| | [Multiple models support](https://qodo-merge-docs.qodo.ai/usage-guide/changing_a_model/) | ✅ | ✅ | ✅ | ✅ |
| | [Local and global metadata](https://qodo-merge-docs.qodo.ai/core-abilities/metadata/) | ✅ | ✅ | ✅ | |
| | [Dynamic context](https://qodo-merge-docs.qodo.ai/core-abilities/dynamic_context/) | ✅ | ✅ | ✅ | ✅ |
| | [Self reflection](https://qodo-merge-docs.qodo.ai/core-abilities/self_reflection/) | ✅ | ✅ | ✅ | ✅ |
| | [Static code analysis](https://qodo-merge-docs.qodo.ai/core-abilities/static_code_analysis/) 💎 | ✅ | ✅ | ✅ | |
| | Multiple models support | ✅ | ✅ | ✅ | ✅ |
| | [Static code analysis](https://pr-agent-docs.codium.ai/core-abilities/#static-code-analysis) 💎 | ✅ | ✅ | ✅ | |
| | [Global and wiki configurations](https://pr-agent-docs.codium.ai/usage-guide/configuration_options/) 💎 | ✅ | ✅ | ✅ | |
| | [PR interactive actions](https://www.codium.ai/images/pr_agent/pr-actions.mp4) 💎 | ✅ | ✅ | | |
| | [Impact Evaluation](https://qodo-merge-docs.qodo.ai/core-abilities/impact_evaluation/) 💎 | ✅ | ✅ | | |
- 💎 means this feature is available only in [PR-Agent Pro](https://www.codium.ai/pricing/)
[//]: # (- Support for additional git providers is described in [here]&#40;./docs/Full_environments.md&#41;)
@ -177,9 +183,14 @@ ___
</kbd>
</p>
</div>
<hr>
<h4><a href="https://github.com/Codium-ai/pr-agent/pull/530">/generate_labels</a></h4>
<div align="center">
<p float="center">
<kbd><img src="https://www.codium.ai/images/pr_agent/geneare_custom_labels_main_short.png" width="300"></kbd>
</p>
</div>
[//]: # (<h4><a href="https://github.com/Codium-ai/pr-agent/pull/78#issuecomment-1639739496">/reflect_and_review:</a></h4>)

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@ -1,9 +1,9 @@
FROM python:3.12.3 AS base
WORKDIR /app
ADD docs/chroma_db.zip /app/docs/chroma_db.zip
ADD pyproject.toml .
ADD requirements.txt .
ADD docs docs
RUN pip install . && rm pyproject.toml requirements.txt
ENV PYTHONPATH=/app

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@ -2,3 +2,4 @@ We take your code's security and privacy seriously:
- The Chrome extension will not send your code to any external servers.
- For private repositories, we will first validate the user's identity and permissions. After authentication, we generate responses using the existing Qodo Merge Pro integration.

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@ -4,7 +4,7 @@ With a single-click installation you will gain access to a context-aware chat on
The extension is powered by top code models like Claude 3.5 Sonnet and GPT4. All the extension's features are free to use on public repositories.
For private repositories, you will need to install [Qodo Merge Pro](https://github.com/apps/qodo-merge-pro) in addition to the extension (Quick GitHub app setup with a 14-day free trial. No credit card needed).
For private repositories, you will need to install [Qodo Merge Pro](https://github.com/apps/codiumai-pr-agent-pro) in addition to the extension (Quick GitHub app setup with a 14-day free trial. No credit card needed).
For a demonstration of how to install Qodo Merge Pro and use it with the Chrome extension, please refer to the tutorial video at the provided [link](https://codium.ai/images/pr_agent/private_repos.mp4).
<img src="https://codium.ai/images/pr_agent/PR-AgentChat.gif" width="768">

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@ -1,169 +0,0 @@
# Fetching Ticket Context for PRs
`Supported Git Platforms : GitHub, GitLab, Bitbucket`
## Overview
Qodo Merge PR Agent streamlines code review workflows by seamlessly connecting with multiple ticket management systems.
This integration enriches the review process by automatically surfacing relevant ticket information and context alongside code changes.
## Ticket systems supported
- GitHub
- Jira (💎)
Ticket data fetched:
1. Ticket Title
2. Ticket Description
3. Custom Fields (Acceptance criteria)
4. Subtasks (linked tasks)
5. Labels
6. Attached Images/Screenshots
## Affected Tools
Ticket Recognition Requirements:
- The PR description should contain a link to the ticket or if the branch name starts with the ticket id / number.
- For Jira tickets, you should follow the instructions in [Jira Integration](https://qodo-merge-docs.qodo.ai/core-abilities/fetching_ticket_context/#jira-integration) in order to authenticate with Jira.
### Describe tool
Qodo Merge PR Agent will recognize the ticket and use the ticket content (title, description, labels) to provide additional context for the code changes.
By understanding the reasoning and intent behind modifications, the LLM can offer more insightful and relevant code analysis.
### Review tool
Similarly to the `describe` tool, the `review` tool will use the ticket content to provide additional context for the code changes.
In addition, this feature will evaluate how well a Pull Request (PR) adheres to its original purpose/intent as defined by the associated ticket or issue mentioned in the PR description.
Each ticket will be assigned a label (Compliance/Alignment level), Indicates the degree to which the PR fulfills its original purpose, Options: Fully compliant, Partially compliant or Not compliant.
![Ticket Compliance](https://www.qodo.ai/images/pr_agent/ticket_compliance_review.png){width=768}
By default, the tool will automatically validate if the PR complies with the referenced ticket.
If you want to disable this feedback, add the following line to your configuration file:
```toml
[pr_reviewer]
require_ticket_analysis_review=false
```
## Providers
### Github Issues Integration
Qodo Merge PR Agent will automatically recognize Github issues mentioned in the PR description and fetch the issue content.
Examples of valid GitHub issue references:
- `https://github.com/<ORG_NAME>/<REPO_NAME>/issues/<ISSUE_NUMBER>`
- `#<ISSUE_NUMBER>`
- `<ORG_NAME>/<REPO_NAME>#<ISSUE_NUMBER>`
Since Qodo Merge PR Agent is integrated with GitHub, it doesn't require any additional configuration to fetch GitHub issues.
### Jira Integration 💎
We support both Jira Cloud and Jira Server/Data Center.
To integrate with Jira, you can link your PR to a ticket using either of these methods:
**Method 1: Description Reference:**
Include a ticket reference in your PR description using either the complete URL format https://<JIRA_ORG>.atlassian.net/browse/ISSUE-123 or the shortened ticket ID ISSUE-123.
**Method 2: Branch Name Detection:**
Name your branch with the ticket ID as a prefix (e.g., `ISSUE-123-feature-description` or `ISSUE-123/feature-description`).
!!! note "Jira Base URL"
For shortened ticket IDs or branch detection (method 2), you must configure the Jira base URL in your configuration file under the [jira] section:
```toml
[jira]
jira_base_url = "https://<JIRA_ORG>.atlassian.net"
```
#### Jira Cloud 💎
There are two ways to authenticate with Jira Cloud:
**1) Jira App Authentication**
The recommended way to authenticate with Jira Cloud is to install the Qodo Merge app in your Jira Cloud instance. This will allow Qodo Merge to access Jira data on your behalf.
Installation steps:
1. Click [here](https://auth.atlassian.com/authorize?audience=api.atlassian.com&client_id=8krKmA4gMD8mM8z24aRCgPCSepZNP1xf&scope=read%3Ajira-work%20offline_access&redirect_uri=https%3A%2F%2Fregister.jira.pr-agent.codium.ai&state=qodomerge&response_type=code&prompt=consent) to install the Qodo Merge app in your Jira Cloud instance, click the `accept` button.<br>
![Jira Cloud App Installation](https://www.qodo.ai/images/pr_agent/jira_app_installation1.png){width=384}
2. After installing the app, you will be redirected to the Qodo Merge registration page. and you will see a success message.<br>
![Jira Cloud App success message](https://www.qodo.ai/images/pr_agent/jira_app_success.png){width=384}
3. Now you can use the Jira integration in Qodo Merge PR Agent.
**2) Email/Token Authentication**
You can create an API token from your Atlassian account:
1. Log in to https://id.atlassian.com/manage-profile/security/api-tokens.
2. Click Create API token.
3. From the dialog that appears, enter a name for your new token and click Create.
4. Click Copy to clipboard.
![Jira Cloud API Token](https://images.ctfassets.net/zsv3d0ugroxu/1RYvh9lqgeZjjNe5S3Hbfb/155e846a1cb38f30bf17512b6dfd2229/screenshot_NewAPIToken){width=384}
5. In your [configuration file](https://qodo-merge-docs.qodo.ai/usage-guide/configuration_options/) add the following lines:
```toml
[jira]
jira_api_token = "YOUR_API_TOKEN"
jira_api_email = "YOUR_EMAIL"
```
#### Jira Data Center/Server 💎
##### Local App Authentication (For Qodo Merge On-Premise Customers)
##### 1. Step 1: Set up an application link in Jira Data Center/Server
* Go to Jira Administration > Applications > Application Links > Click on `Create link`
![application links](https://www.qodo.ai/images/pr_agent/jira_app_links.png){width=384}
* Choose `External application` and set the direction to `Incoming` and then click `Continue`
![external application](https://www.qodo.ai/images/pr_agent/jira_create_link.png){width=256}
* In the following screen, enter the following details:
* Name: `Qodo Merge`
* Redirect URL: Enter you Qodo Merge URL followed `https://{QODO_MERGE_ENDPOINT}/register_ticket_provider`
* Permission: Select `Read`
* Click `Save`
![external application details](https://www.qodo.ai/images/pr_agent/jira_fill_app_link.png){width=384}
* Copy the `Client ID` and `Client secret` and set them in you `.secrets` file:
![client id and secret](https://www.qodo.ai/images/pr_agent/jira_app_credentionals.png){width=256}
```toml
[jira]
jira_app_secret = "..."
jira_client_id = "..."
```
##### 2. Step 2: Authenticate with Jira Data Center/Server
* Open this URL in your browser: `https://{QODO_MERGE_ENDPOINT}/jira_auth`
* Click on link
![jira auth success](https://www.qodo.ai/images/pr_agent/jira_auth_page.png){width=384}
* You will be redirected to Jira Data Center/Server, click `Allow`
* You will be redirected back to Qodo Merge PR Agent and you will see a success message.
##### Personal Access Token (PAT) Authentication
We also support Personal Access Token (PAT) Authentication method.
1. Create a [Personal Access Token (PAT)](https://confluence.atlassian.com/enterprise/using-personal-access-tokens-1026032365.html) in your Jira account
2. In your Configuration file/Environment variables/Secrets file, add the following lines:
```toml
[jira]
jira_base_url = "YOUR_JIRA_BASE_URL" # e.g. https://jira.example.com
jira_api_token = "YOUR_API_TOKEN"
```

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@ -1,7 +1,6 @@
# Core Abilities
Qodo Merge utilizes a variety of core abilities to provide a comprehensive and efficient code review experience. These abilities include:
- [Fetching ticket context](https://qodo-merge-docs.qodo.ai/core-abilities/fetching_ticket_context/)
- [Local and global metadata](https://qodo-merge-docs.qodo.ai/core-abilities/metadata/)
- [Dynamic context](https://qodo-merge-docs.qodo.ai/core-abilities/dynamic_context/)
- [Self-reflection](https://qodo-merge-docs.qodo.ai/core-abilities/self_reflection/)
@ -11,19 +10,3 @@ Qodo Merge utilizes a variety of core abilities to provide a comprehensive and e
- [Code-oriented YAML](https://qodo-merge-docs.qodo.ai/core-abilities/code_oriented_yaml/)
- [Static code analysis](https://qodo-merge-docs.qodo.ai/core-abilities/static_code_analysis/)
- [Code fine-tuning benchmark](https://qodo-merge-docs.qodo.ai/finetuning_benchmark/)
## Blogs
Here are some additional technical blogs from Qodo, that delve deeper into the core capabilities and features of Large Language Models (LLMs) when applied to coding tasks.
These resources provide more comprehensive insights into leveraging LLMs for software development.
### Code Generation and LLMs
- [State-of-the-art Code Generation with AlphaCodium From Prompt Engineering to Flow Engineering](https://www.qodo.ai/blog/qodoflow-state-of-the-art-code-generation-for-code-contests/)
- [RAG for a Codebase with 10k Repos](https://www.qodo.ai/blog/rag-for-large-scale-code-repos/)
### Development Processes
- [Understanding the Challenges and Pain Points of the Pull Request Cycle](https://www.qodo.ai/blog/understanding-the-challenges-and-pain-points-of-the-pull-request-cycle/)
- [Introduction to Code Coverage Testing](https://www.qodo.ai/blog/introduction-to-code-coverage-testing/)
### Cost Optimization
- [Reduce Your Costs by 30% When Using GPT for Python Code](https://www.qodo.ai/blog/reduce-your-costs-by-30-when-using-gpt-3-for-python-code/)

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@ -49,7 +49,7 @@ __old hunk__
...
```
(3) The entire PR files that were retrieved are also used to expand and enhance the PR context (see [Dynamic Context](https://qodo-merge-docs.qodo.ai/core-abilities/dynamic_context/)).
(3) The entire PR files that were retrieved are also used to expand and enhance the PR context (see [Dynamic Context](https://qodo-merge-docs.qodo.ai/core-abilities/dynamic-context/)).
(4) All the metadata described above represents several level of cumulative analysis - ranging from hunk level, to file level, to PR level, to organization level.

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@ -46,5 +46,6 @@ This results in a more refined and valuable set of suggestions for the user, sav
## Appendix - Relevant Configuration Options
```
[pr_code_suggestions]
self_reflect_on_suggestions = true # Enable self-reflection on code suggestions
suggestions_score_threshold = 0 # Filter out suggestions with a score below this threshold (0-10)
```

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@ -61,7 +61,7 @@ Or be triggered interactively by using the `analyze` tool.
### Find Similar Code
The [`similar code`](https://qodo-merge-docs.qodo.ai/tools/similar_code/) tool retrieves the most similar code components from inside the organization's codebase or from open-source code, including details about the license associated with each repository.
The [`similar code`](https://qodo-merge-docs.qodo.ai/tools/similar_code/) tool retrieves the most similar code components from inside the organization's codebase, or from open-source code.
For example:

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@ -25,43 +25,37 @@ To search the documentation site using natural language:
Qodo Merge offers extensive pull request functionalities across various git providers.
| | | GitHub | GitLab | Bitbucket | Azure DevOps |
|-------|---------------------------------------------------------------------------------------------------------|:--------------------:|:--------------------:|:--------------------:|:------------:|
| TOOLS | [Review](https://qodo-merge-docs.qodo.ai/tools/review/) | ✅ | ✅ | ✅ | ✅ |
| | [Describe](https://qodo-merge-docs.qodo.ai/tools/describe/) | ✅ | ✅ | ✅ | |
| | [Improve](https://qodo-merge-docs.qodo.ai/tools/improve/) | ✅ | ✅ | ✅ | |
| | [Ask](https://qodo-merge-docs.qodo.ai/tools/ask/) | ✅ | ✅ | ✅ | ✅ |
| | ⮑ [Ask on code lines](https://pr-agent-docs.codium.ai/tools/ask#ask-lines) | ✅ | ✅ | | |
| | [Update CHANGELOG](https://qodo-merge-docs.qodo.ai/tools/update_changelog/) | ✅ | ✅ | ✅ | ✅ |
| | [Ticket Context](https://qodo-merge-docs.qodo.ai/core-abilities/fetching_ticket_context/) 💎 | ✅ | ✅ || |
| | [Utilizing Best Practices](https://qodo-merge-docs.qodo.ai/tools/improve/#best-practices) 💎 | ✅ | ✅ || |
| | [PR Chat](https://qodo-merge-docs.qodo.ai/chrome-extension/features/#pr-chat) 💎 | ✅ | | | |
| | [Suggestion Tracking](https://qodo-merge-docs.qodo.ai/tools/improve/#suggestion-tracking) 💎 | ✅ | ✅ | | |
| | [CI Feedback](https://pr-agent-docs.codium.ai/tools/ci_feedback/) 💎 | ✅ | | | |
| | [PR Documentation](https://pr-agent-docs.codium.ai/tools/documentation/) 💎 | ✅ | ✅ | | |
| | [Custom Labels](https://pr-agent-docs.codium.ai/tools/custom_labels/) 💎 | ✅ | ✅ | | |
| | [Analyze](https://pr-agent-docs.codium.ai/tools/analyze/) 💎 | ✅ | ✅ | | |
| | [Similar Code](https://pr-agent-docs.codium.ai/tools/similar_code/) 💎 | ✅ | | | |
| | [Custom Prompt](https://pr-agent-docs.codium.ai/tools/custom_prompt/) 💎 | ✅ | ✅ | ✅ | |
| | [Test](https://pr-agent-docs.codium.ai/tools/test/) 💎 | ✅ | ✅ | | |
| | | | | | |
| USAGE | [CLI](https://qodo-merge-docs.qodo.ai/usage-guide/automations_and_usage/#local-repo-cli) | ✅ | ✅ | ✅ | |
| | [App / webhook](https://qodo-merge-docs.qodo.ai/usage-guide/automations_and_usage/#github-app) | ✅ | ✅ | ✅ | ✅ |
| | [Tagging bot](https://github.com/Codium-ai/pr-agent#try-it-now) | ✅ | | | |
| | [Actions](https://qodo-merge-docs.qodo.ai/installation/github/#run-as-a-github-action) | ✅ |✅| ✅ |✅|
| | | | | | |
| CORE | [PR compression](https://qodo-merge-docs.qodo.ai/core-abilities/compression_strategy/) | ✅ | ✅ | ✅ | ✅ |
| | | GitHub | Gitlab | Bitbucket | Azure DevOps |
|-------|-----------------------------------------------------------------------------------------------------------------------|:------:|:------:|:---------:|:------------:|
| TOOLS | Review | ✅ | ✅ | ✅ | ✅ |
| | ⮑ Incremental | ✅ | | | |
| | ⮑ [SOC2 Compliance](https://qodo-merge-docs.qodo.ai/tools/review/#soc2-ticket-compliance){:target="_blank"} 💎 | | | | |
| | Ask | ✅ | ✅ | ✅ | ✅ |
| | Describe | | | | |
| | ⮑ [Inline file summary](https://qodo-merge-docs.qodo.ai/tools/describe/#inline-file-summary){:target="_blank"} 💎 | | | | |
| | Improve | ✅ | ✅ | | |
| | ⮑ Extended | ✅ | ✅ | | |
| | [Custom Prompt](./tools/custom_prompt.md){:target="_blank"} 💎 | ✅ | ✅ | ✅ | |
| | Reflect and Review | ✅ | ✅ | ✅ | |
| | Update CHANGELOG.md | ✅ | ✅ | ✅ | |
| | Find Similar Issue | | | | |
| | [Add PR Documentation](./tools/documentation.md){:target="_blank"} 💎 | | | | |
| | [Generate Custom Labels](./tools/describe.md#handle-custom-labels-from-the-repos-labels-page-💎){:target="_blank"} 💎 | ✅ | ✅ | | |
| | [Analyze PR Components](./tools/analyze.md){:target="_blank"} 💎 | | | | |
| | | | | | |
| USAGE | CLI | | | | |
| | App / webhook | ✅ | ✅ | | |
| | Actions | ✅ | | | |
| | | | | |
| CORE | PR compression | ✅ | | | |
| | Repo language prioritization | ✅ | ✅ | ✅ | ✅ |
| | Adaptive and token-aware file patch fitting | ✅ | ✅ | ✅ | ✅ |
| | [Multiple models support](https://qodo-merge-docs.qodo.ai/usage-guide/changing_a_model/) | ✅ | ✅ | ✅ | ✅ |
| | [Local and global metadata](https://qodo-merge-docs.qodo.ai/core-abilities/metadata/) | ✅ | ✅ | ✅ | |
| | [Dynamic context](https://qodo-merge-docs.qodo.ai/core-abilities/dynamic_context/) | ✅ | ✅ | ✅ | |
| | [Self reflection](https://qodo-merge-docs.qodo.ai/core-abilities/self_reflection/) | ✅ | ✅ | ✅ | |
| | [Static code analysis](https://qodo-merge-docs.qodo.ai/core-abilities/static_code_analysis/) 💎 | ✅ | ✅ | ✅ | |
| | [Global and wiki configurations](https://pr-agent-docs.codium.ai/usage-guide/configuration_options/) 💎 | ✅ | ✅ | ✅ | |
| | [PR interactive actions](https://www.codium.ai/images/pr_agent/pr-actions.mp4) 💎 | ✅ | ✅ | | |
| | [Impact Evaluation](https://qodo-merge-docs.qodo.ai/core-abilities/impact_evaluation/) 💎 | ✅ | ✅ | | |
| | Multiple models support | ✅ | ✅ | ✅ | ✅ |
| | Incremental PR review | ✅ | | | |
| | [Static code analysis](./tools/analyze.md/){:target="_blank"} 💎 | ✅ | ✅ | ✅ | |
| | [Multiple configuration options](./usage-guide/configuration_options.md){:target="_blank"} 💎 | ✅ | ✅ | ✅ | |
💎 marks a feature available only in [Qodo Merge Pro](https://www.qodo.ai/pricing/){:target="_blank"}
💎 marks a feature available only in [Qodo Merge Pro](https://www.codium.ai/pricing/){:target="_blank"}
## Example Results

View File

@ -51,12 +51,10 @@ stages:
```
This script will run Qodo Merge on every new merge request, with the `improve`, `review`, and `describe` commands.
Note that you need to export the `azure_devops__pat` and `OPENAI_KEY` variables in the Azure DevOps pipeline settings (Pipelines -> Library -> + Variable group):
![Qodo Merge Pro](https://codium.ai/images/pr_agent/azure_devops_pipeline_secrets.png){width=468}
Make sure to give pipeline permissions to the `pr_agent` variable group.
> Note that Azure Pipelines lacks support for triggering workflows from PR comments. If you find a viable solution, please contribute it to our [issue tracker](https://github.com/Codium-ai/pr-agent/issues)
## Azure DevOps from CLI

View File

@ -3,7 +3,7 @@
You can use the Bitbucket Pipeline system to run Qodo Merge on every pull request open or update.
1. Add the following file in your repository bitbucket-pipelines.yml
1. Add the following file in your repository bitbucket_pipelines.yml
```yaml
pipelines:

View File

@ -27,6 +27,27 @@ jobs:
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
```
if you want to pin your action to a specific release (v0.23 for example) for stability reasons, use:
```yaml
...
steps:
- name: PR Agent action step
id: pragent
uses: docker://codiumai/pr-agent:0.23-github_action
...
```
For enhanced security, you can also specify the Docker image by its [digest](https://hub.docker.com/repository/docker/codiumai/pr-agent/tags):
```yaml
...
steps:
- name: PR Agent action step
id: pragent
uses: docker://codiumai/pr-agent@sha256:14165e525678ace7d9b51cda8652c2d74abb4e1d76b57c4a6ccaeba84663cc64
...
```
2) Add the following secret to your repository under `Settings > Secrets and variables > Actions > New repository secret > Add secret`:
```
@ -49,40 +70,6 @@ When you open your next PR, you should see a comment from `github-actions` bot w
```
See detailed usage instructions in the [USAGE GUIDE](https://qodo-merge-docs.qodo.ai/usage-guide/automations_and_usage/#github-action)
### Using a specific release
!!! tip ""
if you want to pin your action to a specific release (v0.23 for example) for stability reasons, use:
```yaml
...
steps:
- name: PR Agent action step
id: pragent
uses: docker://codiumai/pr-agent:0.23-github_action
...
```
For enhanced security, you can also specify the Docker image by its [digest](https://hub.docker.com/repository/docker/codiumai/pr-agent/tags):
```yaml
...
steps:
- name: PR Agent action step
id: pragent
uses: docker://codiumai/pr-agent@sha256:14165e525678ace7d9b51cda8652c2d74abb4e1d76b57c4a6ccaeba84663cc64
...
```
### Action for GitHub enterprise server
!!! tip ""
To use the action with a GitHub enterprise server, add an environment variable `GITHUB.BASE_URL` with the API URL of your GitHub server.
For example, if your GitHub server is at `https://github.mycompany.com`, add the following to your workflow file:
```yaml
env:
# ... previous environment values
GITHUB.BASE_URL: "https://github.mycompany.com/api/v3"
```
---
## Run as a GitHub App

View File

@ -38,41 +38,25 @@ You can also modify the `script` section to run different Qodo Merge commands, o
Note that if your base branches are not protected, don't set the variables as `protected`, since the pipeline will not have access to them.
> **Note**: The `$CI_SERVER_FQDN` variable is available starting from GitLab version 16.10. If you're using an earlier version, this variable will not be available. However, you can combine `$CI_SERVER_HOST` and `$CI_SERVER_PORT` to achieve the same result. Please ensure you're using a compatible version or adjust your configuration.
## Run a GitLab webhook server
1. From the GitLab workspace or group, create an access token with "Reporter" role ("Developer" if using Pro version of the agent) and "api" scope.
1. From the GitLab workspace or group, create an access token. Enable the "api" scope only.
2. Generate a random secret for your app, and save it for later. For example, you can use:
```
WEBHOOK_SECRET=$(python -c "import secrets; print(secrets.token_hex(10))")
```
3. Follow the instructions to build the Docker image, setup a secrets file and deploy on your own server from [here](https://qodo-merge-docs.qodo.ai/installation/github/#run-as-a-github-app) steps 4-7.
3. Clone this repository:
4. In the secrets file, fill in the following:
- Your OpenAI key.
- In the [gitlab] section, fill in personal_access_token and shared_secret. The access token can be a personal access token, or a group or project access token.
- Set deployment_type to 'gitlab' in [configuration.toml](https://github.com/Codium-ai/pr-agent/blob/main/pr_agent/settings/configuration.toml)
```
git clone https://github.com/Codium-ai/pr-agent.git
```
5. Create a webhook in GitLab. Set the URL to ```http[s]://<PR_AGENT_HOSTNAME>/webhook```. Set the secret token to the generated secret from step 2.
In the "Trigger" section, check the comments and merge request events boxes.
4. Prepare variables and secrets. Skip this step if you plan on settings these as environment variables when running the agent:
1. In the configuration file/variables:
- Set `deployment_type` to "gitlab"
2. In the secrets file/variables:
- Set your AI model key in the respective section
- In the [gitlab] section, set `personal_access_token` (with token from step 1) and `shared_secret` (with secret from step 2)
5. Build a Docker image for the app and optionally push it to a Docker repository. We'll use Dockerhub as an example:
```
docker build . -t gitlab_pr_agent --target gitlab_webhook -f docker/Dockerfile
docker push codiumai/pr-agent:gitlab_webhook # Push to your Docker repository
```
6. Create a webhook in GitLab. Set the URL to ```http[s]://<PR_AGENT_HOSTNAME>/webhook```, the secret token to the generated secret from step 2, and enable the triggers `push`, `comments` and `merge request events`.
7. Test your installation by opening a merge request or commenting on a merge request using one of CodiumAI's commands.
boxes
6. Test your installation by opening a merge request or commenting or a merge request using one of CodiumAI's commands.

View File

@ -1,7 +1,7 @@
# Installation
## Self-hosted Qodo Merge
If you choose to host your own Qodo Merge, you first need to acquire two tokens:
If you choose to host you own Qodo Merge, you first need to acquire two tokens:
1. An OpenAI key from [here](https://platform.openai.com/api-keys), with access to GPT-4 (or a key for other [language models](https://qodo-merge-docs.qodo.ai/usage-guide/changing_a_model/), if you prefer).
2. A GitHub\GitLab\BitBucket personal access token (classic), with the repo scope. [GitHub from [here](https://github.com/settings/tokens)]

View File

@ -16,8 +16,8 @@ from pr_agent.config_loader import get_settings
def main():
# Fill in the following values
provider = "github" # github/gitlab/bitbucket/azure_devops
user_token = "..." # user token
provider = "github" # GitHub provider
user_token = "..." # GitHub user token
openai_key = "..." # OpenAI key
pr_url = "..." # PR URL, for example 'https://github.com/Codium-ai/pr-agent/pull/809'
command = "/review" # Command to run (e.g. '/review', '/describe', '/ask="What is the purpose of this PR?"', ...)
@ -42,34 +42,42 @@ A list of the relevant tools can be found in the [tools guide](../tools/ask.md).
To invoke a tool (for example `review`), you can run directly from the Docker image. Here's how:
- For GitHub:
```
docker run --rm -it -e OPENAI.KEY=<your key> -e GITHUB.USER_TOKEN=<your token> codiumai/pr-agent:latest --pr_url <pr_url> review
```
If you are using GitHub enterprise server, you need to specify the custom url as variable.
For example, if your GitHub server is at `https://github.mycompany.com`, add the following to the command:
```
-e GITHUB.BASE_URL=https://github.mycompany.com/api/v3
```
```
docker run --rm -it -e OPENAI.KEY=<your key> -e GITHUB.USER_TOKEN=<your token> codiumai/pr-agent:latest --pr_url <pr_url> review
```
- For GitLab:
```
docker run --rm -it -e OPENAI.KEY=<your key> -e CONFIG.GIT_PROVIDER=gitlab -e GITLAB.PERSONAL_ACCESS_TOKEN=<your token> codiumai/pr-agent:latest --pr_url <pr_url> review
```
```
docker run --rm -it -e OPENAI.KEY=<your key> -e CONFIG.GIT_PROVIDER=gitlab -e GITLAB.PERSONAL_ACCESS_TOKEN=<your token> codiumai/pr-agent:latest --pr_url <pr_url> review
```
If you have a dedicated GitLab instance, you need to specify the custom url as variable:
```
-e GITLAB.URL=<your gitlab instance url>
```
Note: If you have a dedicated GitLab instance, you need to specify the custom url as variable:
```
docker run --rm -it -e OPENAI.KEY=<your key> -e CONFIG.GIT_PROVIDER=gitlab -e GITLAB.PERSONAL_ACCESS_TOKEN=<your token> -e GITLAB.URL=<your gitlab instance url> codiumai/pr-agent:latest --pr_url <pr_url> review
```
- For BitBucket:
```
docker run --rm -it -e CONFIG.GIT_PROVIDER=bitbucket -e OPENAI.KEY=$OPENAI_API_KEY -e BITBUCKET.BEARER_TOKEN=$BITBUCKET_BEARER_TOKEN codiumai/pr-agent:latest --pr_url=<pr_url> review
```
```
docker run --rm -it -e CONFIG.GIT_PROVIDER=bitbucket -e OPENAI.KEY=$OPENAI_API_KEY -e BITBUCKET.BEARER_TOKEN=$BITBUCKET_BEARER_TOKEN codiumai/pr-agent:latest --pr_url=<pr_url> review
```
For other git providers, update CONFIG.GIT_PROVIDER accordingly, and check the `pr_agent/settings/.secrets_template.toml` file for the environment variables expected names and values.
---
If you want to ensure you're running a specific version of the Docker image, consider using the image's digest:
```bash
docker run --rm -it -e OPENAI.KEY=<your key> -e GITHUB.USER_TOKEN=<your token> codiumai/pr-agent@sha256:71b5ee15df59c745d352d84752d01561ba64b6d51327f97d46152f0c58a5f678 --pr_url <pr_url> review
```
Or you can run a [specific released versions](https://github.com/Codium-ai/pr-agent/blob/main/RELEASE_NOTES.md) of pr-agent, for example:
```
codiumai/pr-agent@v0.9
```
---
## Run from source
1. Clone this repository:
@ -107,7 +115,7 @@ python3 -m pr_agent.cli --issue_url <issue_url> similar_issue
...
```
[Optional] Add the pr_agent folder to your PYTHONPATH
[Optional] Add the pr_agent folder to your PYTHONPATH
```
export PYTHONPATH=$PYTHONPATH:<PATH to pr_agent folder>
```

View File

@ -1,44 +1,31 @@
Qodo Merge Pro is a versatile application compatible with GitHub, GitLab, and BitBucket, hosted by QodoAI.
## Getting Started with Qodo Merge Pro
Qodo Merge Pro is a versatile application compatible with GitHub, GitLab, and BitBucket, hosted by CodiumAI.
See [here](https://qodo-merge-docs.qodo.ai/overview/pr_agent_pro/) for more details about the benefits of using Qodo Merge Pro.
A complimentary two-week trial is provided to all new users. Following the trial period, user licenses (seats) are required for continued access.
To purchase user licenses, please visit our [pricing page](https://www.qodo.ai/pricing/).
Once subscribed, users can seamlessly deploy the application across any of their code repositories.
## Install Qodo Merge Pro for GitHub
### GitHub Cloud
Qodo Merge Pro for GitHub cloud is available for installation through the [GitHub Marketplace](https://github.com/apps/qodo-merge-pro).
Interested parties can subscribe to Qodo Merge Pro through the following [link](https://www.codium.ai/pricing/).
After subscribing, you are granted the ability to easily install the application across any of your repositories.
![Qodo Merge Pro](https://codium.ai/images/pr_agent/pr_agent_pro_install.png){width=468}
### GitHub Enterprise Server
Each user who wants to use Qodo Merge pro needs to buy a seat.
Initially, CodiumAI offers a two-week trial period at no cost, after which continued access requires each user to secure a personal seat.
Once a user acquires a seat, they gain the flexibility to use Qodo Merge Pro across any repository where it was enabled.
To use Qodo Merge Pro application on your private GitHub Enterprise Server, you will need to contact us for starting an [Enterprise](https://www.codium.ai/pricing/) trial.
Users without a purchased seat who interact with a repository featuring Qodo Merge Pro are entitled to receive up to five complimentary feedbacks.
Beyond this limit, Qodo Merge Pro will cease to respond to their inquiries unless a seat is purchased.
### GitHub Open Source Projects
For open-source projects, Qodo Merge Pro is available for free usage. To install Qodo Merge Pro for your open-source repositories, use the following marketplace [link](https://github.com/apps/qodo-merge-pro-for-open-source).
## Install Qodo Merge Pro for Bitbucket
### Bitbucket Cloud
Qodo Merge Pro for Bitbucket Cloud is available for installation through the following [link](https://bitbucket.org/site/addons/authorize?addon_key=d6df813252c37258)
![Qodo Merge Pro](https://qodo.ai/images/pr_agent/pr_agent_pro_bitbucket_install.png){width=468}
### Bitbucket Server
To use Qodo Merge Pro application on your private Bitbucket Server, you will need to contact us for starting an [Enterprise](https://www.codium.ai/pricing/) trial.
## Install Qodo Merge Pro for GitHub Enterprise Server
You can install Qodo Merge Pro application on your GitHub Enterprise Server, and enjoy two weeks of free trial.
After the trial period, to continue using Qodo Merge Pro, you will need to contact us for an [Enterprise license](https://www.codium.ai/pricing/).
## Install Qodo Merge Pro for GitLab (Teams & Enterprise)
Since GitLab platform does not support apps, installing Qodo Merge Pro for GitLab is a bit more involved, and requires the following steps:
#### Step 1
### Step 1
Acquire a personal, project or group level access token. Enable the “api” scope in order to allow Qodo Merge to read pull requests, comment and respond to requests.
@ -48,14 +35,14 @@ Acquire a personal, project or group level access token. Enable the “api” sc
Store the token in a safe place, you wont be able to access it again after it was generated.
#### Step 2
### Step 2
Generate a shared secret and link it to the access token. Browse to [https://register.gitlab.pr-agent.codium.ai](https://register.gitlab.pr-agent.codium.ai).
Fill in your generated GitLab token and your company or personal name in the appropriate fields and click "Submit".
You should see "Success!" displayed above the Submit button, and a shared secret will be generated. Store it in a safe place, you wont be able to access it again after it was generated.
#### Step 3
### Step 3
Install a webhook for your repository or groups, by clicking “webhooks” on the settings menu. Click the “Add new webhook” button.
@ -66,7 +53,7 @@ Install a webhook for your repository or groups, by clicking “webhooks” on t
In the webhook definition form, fill in the following fields:
URL: https://pro.gitlab.pr-agent.codium.ai/webhook
Secret token: Your QodoAI key
Secret token: Your CodiumAI key
Trigger: Check the comments and merge request events boxes.
Enable SSL verification: Check the box.
@ -74,7 +61,7 @@ Enable SSL verification: Check the box.
![Step 3.2](https://www.codium.ai/images/pr_agent/gitlab_pro_webhooks.png){width=750}
</figure>
#### Step 4
### Step 4
Youre all set!

View File

@ -29,6 +29,7 @@ Qodo Merge offers extensive pull request functionalities across various git prov
|-------|-----------------------------------------------------------------------------------------------------------------------|:------:|:------:|:---------:|:------------:|
| TOOLS | Review | ✅ | ✅ | ✅ | ✅ |
| | ⮑ Incremental | ✅ | | | |
| | ⮑ [SOC2 Compliance](https://qodo-merge-docs.qodo.ai/tools/review/#soc2-ticket-compliance){:target="_blank"} 💎 | ✅ | ✅ | ✅ | ✅ |
| | Ask | ✅ | ✅ | ✅ | ✅ |
| | Describe | ✅ | ✅ | ✅ | ✅ |
| | ⮑ [Inline file summary](https://qodo-merge-docs.qodo.ai/tools/describe/#inline-file-summary){:target="_blank"} 💎 | ✅ | ✅ | | ✅ |

View File

@ -1,6 +1,6 @@
### Overview
[Qodo Merge Pro](https://www.codium.ai/pricing/) is a hosted version of open-source [Qodo Merge (PR-Agent)](https://github.com/Codium-ai/pr-agent). A complimentary two-week trial is offered, followed by a monthly subscription fee.
[Qodo Merge Pro](https://www.codium.ai/pricing/) is a hosted version of Qodo Merge, provided by Qodo. A complimentary two-week trial is offered, followed by a monthly subscription fee.
Qodo Merge Pro is designed for companies and teams that require additional features and capabilities. It provides the following benefits:
1. **Fully managed** - We take care of everything for you - hosting, models, regular updates, and more. Installation is as simple as signing up and adding the Qodo Merge app to your GitHub\GitLab\BitBucket repo.
@ -20,13 +20,14 @@ Here are some of the additional features and capabilities that Qodo Merge Pro of
| Feature | Description |
|----------------------------------------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| [**Model selection**](https://qodo-merge-docs.qodo.ai/usage-guide/PR_agent_pro_models/) | Choose the model that best fits your needs, among top models like `GPT4` and `Claude-Sonnet-3.5`
| [**Global and wiki configuration**](https://qodo-merge-docs.qodo.ai/usage-guide/configuration_options/) | Control configurations for many repositories from a single location; <br>Edit configuration of a single repo without committing code |
| [**Apply suggestions**](https://qodo-merge-docs.qodo.ai/tools/improve/#overview) | Generate committable code from the relevant suggestions interactively by clicking on a checkbox |
| [**Global and wiki configuration**](https://qodo-merge-docs.qodo.ai/usage-guide/configuration_options/) | Control configurations for many repositories from a single location; <br>Edit configuration of a single repo without commiting code |
| [**Apply suggestions**](https://qodo-merge-docs.qodo.ai/tools/improve/#overview) | Generate commitable code from the relevant suggestions interactively by clicking on a checkbox |
| [**Suggestions impact**](https://qodo-merge-docs.qodo.ai/tools/improve/#assessing-impact) | Automatically mark suggestions that were implemented by the user (either directly in GitHub, or indirectly in the IDE) to enable tracking of the impact of the suggestions |
| [**CI feedback**](https://qodo-merge-docs.qodo.ai/tools/ci_feedback/) | Automatically analyze failed CI checks on GitHub and provide actionable feedback in the PR conversation, helping to resolve issues quickly |
| [**Advanced usage statistics**](https://www.codium.ai/contact/#/) | Qodo Merge Pro offers detailed statistics at user, repository, and company levels, including metrics about Qodo Merge usage, and also general statistics and insights |
| [**Incorporating companies' best practices**](https://qodo-merge-docs.qodo.ai/tools/improve/#best-practices) | Use the companies' best practices as reference to increase the effectiveness and the relevance of the code suggestions |
| [**Interactive triggering**](https://qodo-merge-docs.qodo.ai/tools/analyze/#example-usage) | Interactively apply different tools via the `analyze` command |
| [**SOC2 compliance check**](https://qodo-merge-docs.qodo.ai/tools/review/#configuration-options) | Ensures the PR contains a ticket to a project management system (e.g., Jira, Asana, Trello, etc.)
| [**Custom labels**](https://qodo-merge-docs.qodo.ai/tools/describe/#handle-custom-labels-from-the-repos-labels-page) | Define custom labels for Qodo Merge to assign to the PR |
### Additional tools

View File

@ -25,7 +25,7 @@ There are 3 ways to enable custom labels:
When working from CLI, you need to apply the [configuration changes](#configuration-options) to the [custom_labels file](https://github.com/Codium-ai/pr-agent/blob/main/pr_agent/settings/custom_labels.toml):
#### 2. Repo configuration file
To enable custom labels, you need to apply the [configuration changes](#configuration-options) to the local `.pr_agent.toml` file in your repository.
To enable custom labels, you need to apply the [configuration changes](#configuration-options) to the local `.pr_agent.toml` file in you repository.
#### 3. Handle custom labels from the Repo's labels page 💎
> This feature is available only in Qodo Merge Pro

View File

@ -34,7 +34,7 @@ pr_commands = [
]
[pr_description]
publish_labels = true
publish_labels = ...
...
```
@ -49,7 +49,7 @@ publish_labels = true
<table>
<tr>
<td><b>publish_labels</b></td>
<td>If set to true, the tool will publish labels to the PR. Default is false.</td>
<td>If set to true, the tool will publish the labels to the PR. Default is true.</td>
</tr>
<tr>
<td><b>publish_description_as_comment</b></td>

View File

@ -67,139 +67,6 @@ In post-process, Qodo Merge counts the number of suggestions that were implement
![code_suggestions_asses_impact_stats_2](https://codium.ai/images/pr_agent/code_suggestions_asses_impact_stats_2.png){width=512}
## Suggestion tracking 💎
`Platforms supported: GitHub, GitLab`
Qodo Merge employs an novel detection system to automatically [identify](https://qodo-merge-docs.qodo.ai/core-abilities/impact_evaluation/) AI code suggestions that PR authors have accepted and implemented.
Accepted suggestions are also automatically documented in a dedicated wiki page called `.pr_agent_accepted_suggestions`, allowing users to track historical changes, assess the tool's effectiveness, and learn from previously implemented recommendations in the repository.
An example [result](https://github.com/Codium-ai/pr-agent/wiki/.pr_agent_accepted_suggestions):
[![pr_agent_accepted_suggestions1.png](https://qodo.ai/images/pr_agent/pr_agent_accepted_suggestions1.png){width=768}](https://github.com/Codium-ai/pr-agent/wiki/.pr_agent_accepted_suggestions)
This dedicated wiki page will also serve as a foundation for future AI model improvements, allowing it to learn from historically implemented suggestions and generate more targeted, contextually relevant recommendations.
This feature is controlled by a boolean configuration parameter: `pr_code_suggestions.wiki_page_accepted_suggestions` (default is true).
!!! note "Wiki must be enabled"
While the aggregation process is automatic, GitHub repositories require a one-time manual wiki setup.
To initialize the wiki: navigate to `Wiki`, select `Create the first page`, then click `Save page`.
![pr_agent_accepted_suggestions_create_first_page.png](https://qodo.ai/images/pr_agent/pr_agent_accepted_suggestions_create_first_page.png){width=768}
Once a wiki repo is created, the tool will automatically use this wiki for tracking suggestions.
!!! note "Why a wiki page?"
Your code belongs to you, and we respect your privacy. Hence, we won't store any code suggestions in an external database.
Instead, we leverage a dedicated private page, within your repository wiki, to track suggestions. This approach offers convenient secure suggestion tracking while avoiding pull requests or any noise to the main repository.
## `Extra instructions` and `best practices`
The `improve` tool can be further customized by providing additional instructions and best practices to the AI model.
### Extra instructions
>`Platforms supported: GitHub, GitLab, Bitbucket, Azure DevOps`
You can use the `extra_instructions` configuration option to give the AI model additional instructions for the `improve` tool.
Be specific, clear, and concise in the instructions. With extra instructions, you are the prompter.
Examples for possible instructions:
```toml
[pr_code_suggestions]
extra_instructions="""\
(1) Answer in japanese
(2) Don't suggest to add try-except block
(3) Ignore changes in toml files
...
"""
```
Use triple quotes to write multi-line instructions. Use bullet points or numbers to make the instructions more readable.
### Best practices 💎
>`Platforms supported: GitHub, GitLab, Bitbucket`
Another option to give additional guidance to the AI model is by creating a dedicated [**wiki page**](https://github.com/Codium-ai/pr-agent/wiki) called `best_practices.md`.
This page can contain a list of best practices, coding standards, and guidelines that are specific to your repo/organization.
The AI model will use this wiki page as a reference, and in case the PR code violates any of the guidelines, it will create additional suggestions, with a dedicated label: `Organization
best practice`.
Example for a python `best_practices.md` content:
```markdown
## Project best practices
- Make sure that I/O operations are encapsulated in a try-except block
- Use the `logging` module for logging instead of `print` statements
- Use `is` and `is not` to compare with `None`
- Use `if __name__ == '__main__':` to run the code only when the script is executed
- Use `with` statement to open files
...
```
Tips for writing an effective `best_practices.md` file:
- Write clearly and concisely
- Include brief code examples when helpful
- Focus on project-specific guidelines, that will result in relevant suggestions you actually want to get
- Keep the file relatively short, under 800 lines, since:
- AI models may not process effectively very long documents
- Long files tend to contain generic guidelines already known to AI
#### Local and global best practices
By default, Qodo Merge will look for a local `best_practices.md` wiki file in the root of the relevant local repo.
If you want to enable also a global `best_practices.md` wiki file, set first in the global configuration file:
```toml
[best_practices]
enable_global_best_practices = true
```
Then, create a `best_practices.md` wiki file in the root of [global](https://qodo-merge-docs.qodo.ai/usage-guide/configuration_options/#global-configuration-file) configuration repository, `pr-agent-settings`.
#### Best practices for multiple languages
For a git organization working with multiple programming languages, you can maintain a centralized global `best_practices.md` file containing language-specific guidelines.
When reviewing pull requests, Qodo Merge automatically identifies the programming language and applies the relevant best practices from this file.
To do this, structure your `best_practices.md` file using the following format:
```
# [Python]
...
# [Java]
...
# [JavaScript]
...
```
#### Dedicated label for best practices suggestions
Best practice suggestions are labeled as `Organization best practice` by default.
To customize this label, modify it in your configuration file:
```toml
[best_practices]
organization_name = "..."
```
And the label will be: `{organization_name} best practice`.
#### Example results
![best_practice](https://codium.ai/images/pr_agent/org_best_practice.png){width=512}
### How to combine `extra instructions` and `best practices`
The `extra instructions` configuration is more related to the `improve` tool prompt. It can be used, for example, to avoid specific suggestions ("Don't suggest to add try-except block", "Ignore changes in toml files", ...) or to emphasize specific aspects or formats ("Answer in Japanese", "Give only short suggestions", ...)
In contrast, the `best_practices.md` file is a general guideline for the way code should be written in the repo.
Using a combination of both can help the AI model to provide relevant and tailored suggestions.
## Usage Tips
@ -247,16 +114,9 @@ code_suggestions_self_review_text = "... (your text here) ..."
![self_review_1](https://codium.ai/images/pr_agent/self_review_1.png){width=512}
!!! tip "Tip - Reducing visual footprint after self-review 💎"
The configuration parameter `pr_code_suggestions.fold_suggestions_on_self_review` (default is True)
can be used to automatically fold the suggestions after the user clicks the self-review checkbox.
This reduces the visual footprint of the suggestions, and also indicates to the PR reviewer that the suggestions have been reviewed by the PR author, and don't require further attention.
!!! tip "Tip - Demanding self-review from the PR author 💎"
!!! tip "Tip - demanding self-review from the PR author 💎"
By setting:
```toml
@ -297,6 +157,73 @@ This approach has two main benefits:
Note: Chunking is primarily relevant for large PRs. For most PRs (up to 500 lines of code), Qodo Merge will be able to process the entire code in a single call.
### 'Extra instructions' and 'best practices'
#### Extra instructions
>`Platforms supported: GitHub, GitLab, Bitbucket`
You can use the `extra_instructions` configuration option to give the AI model additional instructions for the `improve` tool.
Be specific, clear, and concise in the instructions. With extra instructions, you are the prompter. Specify relevant aspects that you want the model to focus on.
Examples for possible instructions:
```toml
[pr_code_suggestions]
extra_instructions="""\
(1) Answer in japanese
(2) Don't suggest to add try-excpet block
(3) Ignore changes in toml files
...
"""
```
Use triple quotes to write multi-line instructions. Use bullet points or numbers to make the instructions more readable.
#### Best practices 💎
>`Platforms supported: GitHub, GitLab`
Another option to give additional guidance to the AI model is by creating a dedicated [**wiki page**](https://github.com/Codium-ai/pr-agent/wiki) called `best_practices.md`.
This page can contain a list of best practices, coding standards, and guidelines that are specific to your repo/organization.
The AI model will use this wiki page as a reference, and in case the PR code violates any of the guidelines, it will suggest improvements accordingly, with a dedicated label: `Organization
best practice`.
Example for a `best_practices.md` content can be found [here](https://github.com/Codium-ai/pr-agent/blob/main/docs/docs/usage-guide/EXAMPLE_BEST_PRACTICE.md) (adapted from Google's [pyguide](https://google.github.io/styleguide/pyguide.html)).
This file is only an example. Since it is used as a prompt for an AI model, we want to emphasize the following:
- It should be written in a clear and concise manner
- If needed, it should give short relevant code snippets as examples
- Recommended to limit the text to 800 lines or fewer. Heres why:
1) Extremely long best practices documents may not be fully processed by the AI model.
2) A lengthy file probably represent a more "**generic**" set of guidelines, which the AI model is already familiar with. The objective is to focus on a more targeted set of guidelines tailored to the specific needs of this project.
##### Local and global best practices
By default, Qodo Merge will look for a local `best_practices.md` wiki file in the root of the relevant local repo.
If you want to enable also a global `best_practices.md` wiki file, set first in the global configuration file:
```toml
[best_practices]
enable_global_best_practices = true
```
Then, create a `best_practices.md` wiki file in the root of [global](https://qodo-merge-docs.qodo.ai/usage-guide/configuration_options/#global-configuration-file) configuration repository, `pr-agent-settings`.
##### Example results
![best_practice](https://codium.ai/images/pr_agent/org_best_practice.png){width=512}
#### How to combine `extra instructions` and `best practices`
The `extra instructions` configuration is more related to the `improve` tool prompt. It can be used, for example, to avoid specific suggestions ("Don't suggest to add try-except block", "Ignore changes in toml files", ...) or to emphasize specific aspects or formats ("Answer in Japanese", "Give only short suggestions", ...)
In contrast, the `best_practices.md` file is a general guideline for the way code should be written in the repo.
Using a combination of both can help the AI model to provide relevant and tailored suggestions.
## Configuration options
??? example "General options"
@ -314,14 +241,14 @@ Note: Chunking is primarily relevant for large PRs. For most PRs (up to 500 line
<td><b>dual_publishing_score_threshold</b></td>
<td>Minimum score threshold for suggestions to be presented as commitable PR comments in addition to the table. Default is -1 (disabled).</td>
</tr>
<tr>
<td><b>focus_only_on_problems</b></td>
<td>If set to true, suggestions will focus primarily on identifying and fixing code problems, and less on style considerations like best practices, maintainability, or readability. Default is true.</td>
</tr>
<tr>
<td><b>persistent_comment</b></td>
<td>If set to true, the improve comment will be persistent, meaning that every new improve request will edit the previous one. Default is false.</td>
</tr>
<tr>
<td><b>self_reflect_on_suggestions</b></td>
<td>If set to true, the improve tool will calculate an importance score for each suggestion [1-10], and sort the suggestion labels group based on this score. Default is true.</td>
</tr>
<tr>
<td><b>suggestions_score_threshold</b></td>
<td> Any suggestion with importance score less than this threshold will be removed. Default is 0. Highly recommend not to set this value above 7-8, since above it may clip relevant suggestions that can be useful. </td>
@ -338,14 +265,6 @@ Note: Chunking is primarily relevant for large PRs. For most PRs (up to 500 line
<td><b>enable_chat_text</b></td>
<td>If set to true, the tool will display a reference to the PR chat in the comment. Default is true.</td>
</tr>
<tr>
<td><b>wiki_page_accepted_suggestions</b></td>
<td>If set to true, the tool will automatically track accepted suggestions in a dedicated wiki page called `.pr_agent_accepted_suggestions`. Default is true.</td>
</tr>
<tr>
<td><b>allow_thumbs_up_down</b></td>
<td>If set to true, all code suggestions will have thumbs up and thumbs down buttons, to encourage users to provide feedback on the suggestions. Default is false.</td>
</tr>
</table>
??? example "Params for number of suggestions and AI calls"
@ -363,6 +282,10 @@ Note: Chunking is primarily relevant for large PRs. For most PRs (up to 500 line
<td><b>max_number_of_calls</b></td>
<td>Maximum number of chunks. Default is 3.</td>
</tr>
<tr>
<td><b>rank_extended_suggestions</b></td>
<td>If set to true, the tool will rank the suggestions, based on importance. Default is true.</td>
</tr>
</table>
## A note on code suggestions quality

View File

@ -39,7 +39,7 @@ pr_commands = [
]
[pr_reviewer]
extra_instructions = "..."
num_code_suggestions = ...
...
```
@ -95,7 +95,7 @@ extra_instructions = "..."
<table>
<tr>
<td><b>num_code_suggestions</b></td>
<td>Number of code suggestions provided by the 'review' tool. Default is 0, meaning no code suggestions will be provided by the `review` tool. Note that this is a legacy feature, that will be removed in future releases. Use the `improve` tool instead for code suggestions</td>
<td>Number of code suggestions provided by the 'review' tool. Default is 0, meaning no code suggestions will be provided by the `review` tool.</td>
</tr>
<tr>
<td><b>inline_code_comments</b></td>
@ -138,9 +138,20 @@ extra_instructions = "..."
<td><b>require_security_review</b></td>
<td>If set to true, the tool will add a section that checks if the PR contains a possible security or vulnerability issue. Default is true.</td>
</tr>
</table>
!!! example "SOC2 ticket compliance 💎"
This sub-tool checks if the PR description properly contains a ticket to a project management system (e.g., Jira, Asana, Trello, etc.), as required by SOC2 compliance. If not, it will add a label to the PR: "Missing SOC2 ticket".
<table>
<tr>
<td><b>require_ticket_analysis_review</b></td>
<td>If set to true, and the PR contains a GitHub or Jira ticket link, the tool will add a section that checks if the PR in fact fulfilled the ticket requirements. Default is true.</td>
<td><b>require_soc2_ticket</b></td>
<td>If set to true, the SOC2 ticket checker sub-tool will be enabled. Default is false.</td>
</tr>
<tr>
<td><b>soc2_ticket_prompt</b></td>
<td>The prompt for the SOC2 ticket review. Default is: `Does the PR description include a link to ticket in a project management system (e.g., Jira, Asana, Trello, etc.) ?`. Edit this field if your compliance requirements are different.</td>
</tr>
</table>
@ -182,7 +193,7 @@ If enabled, the `review` tool can approve a PR when a specific comment, `/review
It is recommended to review the [Configuration options](#configuration-options) section, and choose the relevant options for your use case.
Some of the features that are disabled by default are quite useful, and should be considered for enabling. For example:
`require_score_review`, and more.
`require_score_review`, `require_soc2_ticket`, and more.
On the other hand, if you find one of the enabled features to be irrelevant for your use case, disable it. No default configuration can fit all use cases.
@ -258,3 +269,4 @@ If enabled, the `review` tool can approve a PR when a specific comment, `/review
[//]: # ( Notice If you are interested **only** in the code suggestions, it is recommended to use the [`improve`]&#40;./improve.md&#41; feature instead, since it is a dedicated only to code suggestions, and usually gives better results.)
[//]: # ( Use the `review` tool if you want to get more comprehensive feedback, which includes code suggestions as well.)

View File

@ -49,10 +49,9 @@ It can be invoked automatically from the analyze table, can be accessed by:
/analyze
```
Choose the components you want to find similar code for, and click on the `similar` checkbox.
![analyze similar](https://codium.ai/images/pr_agent/analyze_similar.png){width=768}
You can search for similar code either within the organization's codebase or globally, which includes open-source repositories. Each result will include the relevant code components along with their associated license details.
If you are looking to search for similar code in the organization's codebase, you can click on the `Organization` checkbox, and it will invoke a new search command just for the organization's codebase.
![similar code global](https://codium.ai/images/pr_agent/similar_code_global.png){width=768}

View File

@ -160,13 +160,3 @@ ignore_pr_target_branches = ["qa"]
Where the `ignore_pr_source_branches` and `ignore_pr_target_branches` are lists of regex patterns to match the source and target branches you want to ignore.
They are not mutually exclusive, you can use them together or separately.
To allow only specific folders (often needed in large monorepos), set:
```
[config]
allow_only_specific_folders=['folder1','folder2']
```
For the configuration above, automatic feedback will only be triggered when the PR changes include files from 'folder1' or 'folder2'

View File

@ -1,5 +1,4 @@
## Local repo (CLI)
When running from your locally cloned Qodo Merge repo (CLI), your local configuration file will be used.
Examples of invoking the different tools via the CLI:
@ -36,29 +35,9 @@ This is useful for debugging or experimenting with different tools.
Default is "github".
### CLI Health Check
To verify that Qodo Merge has been configured correctly, you can run this health check command from the repository root:
```bash
python -m tests.health_test.main
```
If the health check passes, you will see the following output:
```
========
Health test passed successfully
========
```
At the end of the run.
Before running the health check, ensure you have:
- Configured your [LLM provider](https://qodo-merge-docs.qodo.ai/usage-guide/changing_a_model/)
- Added a valid GitHub token to your configuration file
## Online usage
### Online usage
Online usage means invoking Qodo Merge tools by [comments](https://github.com/Codium-ai/pr-agent/pull/229#issuecomment-1695021901) on a PR.
Commands for invoking the different tools via comments:
@ -79,80 +58,59 @@ For example, if you want to edit the `review` tool configurations, you can run:
Any configuration value in [configuration file](https://github.com/Codium-ai/pr-agent/blob/main/pr_agent/settings/configuration.toml) file can be similarly edited. Comment `/config` to see the list of available configurations.
## Qodo Merge Automatic Feedback
### Disabling all automatic feedback
To easily disable all automatic feedback from Qodo Merge (GitHub App, GitLab Webhook, BitBucket App, Azure DevOps Webhook), set in a configuration file:
```toml
[config]
disable_auto_feedback = true
```
When this parameter is set to `true`, Qodo Merge will not run any automatic tools (like `describe`, `review`, `improve`) when a new PR is opened, or when new code is pushed to an open PR.
### GitHub App
## GitHub App
!!! note "Configurations for Qodo Merge Pro"
Qodo Merge Pro for GitHub is an App, hosted by CodiumAI. So all the instructions below are relevant also for Qodo Merge Pro users.
Same goes for [GitLab webhook](#gitlab-webhook) and [BitBucket App](#bitbucket-app) sections.
#### GitHub app automatic tools when a new PR is opened
### GitHub app automatic tools when a new PR is opened
The [github_app](https://github.com/Codium-ai/pr-agent/blob/main/pr_agent/settings/configuration.toml#L220) section defines GitHub app specific configurations.
The [github_app](https://github.com/Codium-ai/pr-agent/blob/main/pr_agent/settings/configuration.toml#L108) section defines GitHub app specific configurations.
The configuration parameter `pr_commands` defines the list of tools that will be **run automatically** when a new PR is opened:
```toml
The configuration parameter `pr_commands` defines the list of tools that will be **run automatically** when a new PR is opened.
```
[github_app]
pr_commands = [
"/describe",
"/review",
"/describe --pr_description.final_update_message=false",
"/review --pr_reviewer.num_code_suggestions=0",
"/improve",
]
```
This means that when a new PR is opened/reopened or marked as ready for review, Qodo Merge will run the `describe`, `review` and `improve` tools.
For the `review` tool, for example, the `num_code_suggestions` parameter will be set to 0.
You can override the default tool parameters by using one the three options for a [configuration file](https://qodo-merge-docs.qodo.ai/usage-guide/configuration_options/): **wiki**, **local**, or **global**.
For example, if your configuration file contains:
```toml
For example, if your local `.pr_agent.toml` file contains:
```
[pr_description]
generate_ai_title = true
```
Every time you run the `describe` tool, including automatic runs, the PR title will be generated by the AI.
Every time you run the `describe` tool (including automatic runs) the PR title will be generated by the AI.
You can customize configurations specifically for automated runs by using the `--config_path=<value>` parameter.
For instance, to modify the `review` tool settings only for newly opened PRs, use:
```toml
To cancel the automatic run of all the tools, set:
```
[github_app]
pr_commands = [
"/describe",
"/review --pr_reviewer.extra_instructions='focus on the file: ...'",
"/improve",
]
pr_commands = []
```
#### GitHub app automatic tools for push actions (commits to an open PR)
### GitHub app automatic tools for push actions (commits to an open PR)
In addition to running automatic tools when a PR is opened, the GitHub app can also respond to new code that is pushed to an open PR.
The configuration toggle `handle_push_trigger` can be used to enable this feature.
The configuration parameter `push_commands` defines the list of tools that will be **run automatically** when new code is pushed to the PR.
```toml
```
[github_app]
handle_push_trigger = true
push_commands = [
"/describe",
"/review",
"/review --pr_reviewer.num_code_suggestions=0 --pr_reviewer.final_update_message=false",
]
```
This means that when new code is pushed to the PR, the Qodo Merge will run the `describe` and `review` tools, with the specified parameters.
### GitHub Action
## GitHub Action
`GitHub Action` is a different way to trigger Qodo Merge tools, and uses a different configuration mechanism than `GitHub App`.<br>
You can configure settings for `GitHub Action` by adding environment variables under the env section in `.github/workflows/pr_agent.yml` file.
Specifically, start by setting the following environment variables:
@ -163,7 +121,7 @@ Specifically, start by setting the following environment variables:
github_action_config.auto_review: "true" # enable\disable auto review
github_action_config.auto_describe: "true" # enable\disable auto describe
github_action_config.auto_improve: "true" # enable\disable auto improve
github_action_config.pr_actions: '["opened", "reopened", "ready_for_review", "review_requested"]'
github_action_config.pr_actions: ["opened", "reopened", "ready_for_review", "review_requested"]
```
`github_action_config.auto_review`, `github_action_config.auto_describe` and `github_action_config.auto_improve` are used to enable/disable automatic tools that run when a new PR is opened.
If not set, the default configuration is for all three tools to run automatically when a new PR is opened.
@ -178,22 +136,19 @@ The JSON structure is equivalent to the yaml data structure defined in [pr_revie
Note that you can give additional config parameters by adding environment variables to `.github/workflows/pr_agent.yml`, or by using a `.pr_agent.toml` [configuration file](https://qodo-merge-docs.qodo.ai/usage-guide/configuration_options/#global-configuration-file) in the root of your repo
For example, you can set an environment variable: `pr_description.publish_labels=false`, or add a `.pr_agent.toml` file with the following content:
```toml
```
[pr_description]
publish_labels = false
```
to prevent Qodo Merge from publishing labels when running the `describe` tool.
### GitLab Webhook
## GitLab Webhook
After setting up a GitLab webhook, to control which commands will run automatically when a new MR is opened, you can set the `pr_commands` parameter in the configuration file, similar to the GitHub App:
```toml
```
[gitlab]
pr_commands = [
"/describe",
"/review",
"/review --pr_reviewer.num_code_suggestions=0",
"/improve",
]
```
@ -201,24 +156,24 @@ pr_commands = [
the GitLab webhook can also respond to new code that is pushed to an open MR.
The configuration toggle `handle_push_trigger` can be used to enable this feature.
The configuration parameter `push_commands` defines the list of tools that will be **run automatically** when new code is pushed to the MR.
```toml
```
[gitlab]
handle_push_trigger = true
push_commands = [
"/describe",
"/review",
"/review --pr_reviewer.num_code_suggestions=0 --pr_reviewer.final_update_message=false",
]
```
Note that to use the 'handle_push_trigger' feature, you need to give the gitlab webhook also the "Push events" scope.
### BitBucket App
## BitBucket App
Similar to GitHub app, when running Qodo Merge from BitBucket App, the default [configuration file](https://github.com/Codium-ai/pr-agent/blob/main/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:
```toml
```
[pr_reviewer]
extra_instructions = "Answer in japanese"
```
@ -227,39 +182,29 @@ Each time you invoke a `/review` tool, it will use the extra instructions you se
Note that among other limitations, BitBucket provides relatively low rate-limits for applications (up to 1000 requests per hour), and does not provide an API to track the actual rate-limit usage.
If you experience a lack of responses from Qodo Merge, you might want to set: `bitbucket_app.avoid_full_files=true` in your configuration file.
If you experience lack of responses from Qodo Merge, you might want to set: `bitbucket_app.avoid_full_files=true` in your configuration file.
This will prevent Qodo Merge from acquiring the full file content, and will only use the diff content. This will reduce the number of requests made to BitBucket, at the cost of small decrease in accuracy, as dynamic context will not be applicable.
#### BitBucket Self-Hosted App automatic tools
### BitBucket Self-Hosted App automatic tools
To control which commands will run automatically when a new PR is opened, you can set the `pr_commands` parameter in the configuration file:
Specifically, set the following values:
```toml
```
[bitbucket_app]
pr_commands = [
"/review",
"/review --pr_reviewer.num_code_suggestions=0",
"/improve --pr_code_suggestions.commitable_code_suggestions=true --pr_code_suggestions.suggestions_score_threshold=7",
]
```
Note that we set specifically for bitbucket, we recommend using: `--pr_code_suggestions.suggestions_score_threshold=7` and that is the default value we set for bitbucket.
Since this platform only supports inline code suggestions, we want to limit the number of suggestions, and only present a limited number.
To enable BitBucket app to respond to each **push** to the PR, set (for example):
```toml
[bitbucket_app]
handle_push_trigger = true
push_commands = [
"/describe",
"/review",
]
```
### Azure DevOps provider
## Azure DevOps provider
To use Azure DevOps provider use the following settings in configuration.toml:
```toml
```
[config]
git_provider="azure"
```
@ -278,10 +223,10 @@ org = "https://dev.azure.com/YOUR_ORGANIZATION/"
# pat = "YOUR_PAT_TOKEN" needed only if using PAT for authentication
```
#### Azure DevOps Webhook
### Azure DevOps Webhook
To control which commands will run automatically when a new PR is opened, you can set the `pr_commands` parameter in the configuration file, similar to the GitHub App:
```toml
```
[azure_devops_server]
pr_commands = [
"/describe",

View File

@ -5,6 +5,7 @@ To use a different model than the default (GPT-4), you need to edit in the [conf
```
[config]
model = "..."
model_turbo = "..."
fallback_models = ["..."]
```
@ -26,8 +27,9 @@ deployment_id = "" # The deployment name you chose when you deployed the engine
and set in your configuration file:
```
[config]
model="" # the OpenAI model you've deployed on Azure (e.g. gpt-4o)
fallback_models=["..."]
model="" # the OpenAI model you've deployed on Azure (e.g. gpt-3.5-turbo)
model_turbo="" # the OpenAI model you've deployed on Azure (e.g. gpt-3.5-turbo)
fallback_models=["..."] # the OpenAI model you've deployed on Azure (e.g. gpt-3.5-turbo)
```
### Hugging Face
@ -50,6 +52,7 @@ MAX_TOKENS={
[config] # in configuration.toml
model = "ollama/llama2"
model_turbo = "ollama/llama2"
fallback_models=["ollama/llama2"]
[ollama] # in .secrets.toml
@ -73,6 +76,7 @@ MAX_TOKENS={
}
[config] # in configuration.toml
model = "huggingface/meta-llama/Llama-2-7b-chat-hf"
model_turbo = "huggingface/meta-llama/Llama-2-7b-chat-hf"
fallback_models=["huggingface/meta-llama/Llama-2-7b-chat-hf"]
[huggingface] # in .secrets.toml
@ -87,6 +91,7 @@ To use Llama2 model with Replicate, for example, set:
```
[config] # in configuration.toml
model = "replicate/llama-2-70b-chat:2c1608e18606fad2812020dc541930f2d0495ce32eee50074220b87300bc16e1"
model_turbo = "replicate/llama-2-70b-chat:2c1608e18606fad2812020dc541930f2d0495ce32eee50074220b87300bc16e1"
fallback_models=["replicate/llama-2-70b-chat:2c1608e18606fad2812020dc541930f2d0495ce32eee50074220b87300bc16e1"]
[replicate] # in .secrets.toml
key = ...
@ -102,6 +107,7 @@ To use Llama3 model with Groq, for example, set:
```
[config] # in configuration.toml
model = "llama3-70b-8192"
model_turbo = "llama3-70b-8192"
fallback_models = ["groq/llama3-70b-8192"]
[groq] # in .secrets.toml
key = ... # your Groq api key
@ -115,6 +121,7 @@ To use Google's Vertex AI platform and its associated models (chat-bison/codecha
```
[config] # in configuration.toml
model = "vertex_ai/codechat-bison"
model_turbo = "vertex_ai/codechat-bison"
fallback_models="vertex_ai/codechat-bison"
[vertexai] # in .secrets.toml
@ -126,28 +133,13 @@ Your [application default credentials](https://cloud.google.com/docs/authenticat
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.
### Google AI Studio
To use [Google AI Studio](https://aistudio.google.com/) models, set the relevant models in the configuration section of the configuration file:
```toml
[config] # in configuration.toml
model="google_ai_studio/gemini-1.5-flash"
fallback_models=["google_ai_studio/gemini-1.5-flash"]
[google_ai_studio] # in .secrets.toml
gemini_api_key = "..."
```
If you don't want to set the API key in the .secrets.toml file, you can set the `GOOGLE_AI_STUDIO.GEMINI_API_KEY` environment variable.
### Anthropic
To use Anthropic models, set the relevant models in the configuration section of the configuration file:
```
[config]
model="anthropic/claude-3-opus-20240229"
model_turbo="anthropic/claude-3-opus-20240229"
fallback_models=["anthropic/claude-3-opus-20240229"]
```
@ -164,6 +156,7 @@ To use Amazon Bedrock and its foundational models, add the below configuration:
```
[config] # in configuration.toml
model="bedrock/anthropic.claude-3-sonnet-20240229-v1:0"
model_turbo="bedrock/anthropic.claude-3-sonnet-20240229-v1:0"
fallback_models=["bedrock/anthropic.claude-v2:1"]
```
@ -185,6 +178,7 @@ If the relevant model doesn't appear [here](https://github.com/Codium-ai/pr-agen
```
[config]
model="custom_model_name"
model_turbo="custom_model_name"
fallback_models=["custom_model_name"]
```
(2) Set the maximal tokens for the model:

View File

@ -18,7 +18,7 @@ In terms of precedence, wiki configurations will override local configurations,
## Wiki configuration file 💎
`Platforms supported: GitHub, GitLab, Bitbucket`
`Platforms supported: GitHub, GitLab`
With Qodo Merge Pro, you can set configurations by creating a page called `.pr_agent.toml` in the [wiki](https://github.com/Codium-ai/pr-agent/wiki/pr_agent.toml) of the repo.
The advantage of this method is that it allows to set configurations without needing to commit new content to the repo - just edit the wiki page and **save**.

View File

@ -10,3 +10,4 @@ Specifically, CLI commands can be issued by invoking a pre-built [docker image](
For online usage, you will need to setup either a [GitHub App](https://qodo-merge-docs.qodo.ai/installation/github/#run-as-a-github-app) or a [GitHub Action](https://qodo-merge-docs.qodo.ai/installation/github/#run-as-a-github-action) (GitHub), a [GitLab webhook](https://qodo-merge-docs.qodo.ai/installation/gitlab/#run-a-gitlab-webhook-server) (GitLab), or a [BitBucket App](https://qodo-merge-docs.qodo.ai/installation/bitbucket/#run-using-codiumai-hosted-bitbucket-app) (BitBucket).
These platforms also enable to run Qodo Merge specific tools automatically when a new PR is opened, or on each push to a branch.

View File

@ -43,7 +43,6 @@ nav:
- 💎 Similar Code: 'tools/similar_code.md'
- Core Abilities:
- 'core-abilities/index.md'
- Fetching ticket context: 'core-abilities/fetching_ticket_context.md'
- Local and global metadata: 'core-abilities/metadata.md'
- Dynamic context: 'core-abilities/dynamic_context.md'
- Self-reflection: 'core-abilities/self_reflection.md'

View File

@ -82,11 +82,11 @@
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<div class="container">
<p class="footer-text">© 2024 <a href="https://www.qodo.ai/" target="_blank" rel="noopener">Qodo</a></p>
<p class="footer-text">© 2024 <a href="https://www.codium.ai/" target="_blank" rel="noopener">CodiumAI</a></p>
<div class="footer-links">
<a href="https://qodo-gen-docs.qodo.ai/">Qodo Gen</a>
<a href="https://codiumate-docs.codium.ai/">Codiumate</a>
<p>|</p>
<a href="https://qodo-flow-docs.qodo.ai/">AlphaCodium</a>
<a href="https://alpha-codium-docs.codium.ai/">AlphaCodium</a>
</div>
<div class="social-icons">
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@ -95,16 +95,16 @@
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View File

@ -3,5 +3,5 @@
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@ -0,0 +1 @@

View File

@ -3,6 +3,7 @@ from functools import partial
from pr_agent.algo.ai_handlers.base_ai_handler import BaseAiHandler
from pr_agent.algo.ai_handlers.litellm_ai_handler import LiteLLMAIHandler
from pr_agent.algo.utils import update_settings_from_args
from pr_agent.config_loader import get_settings
from pr_agent.git_providers.utils import apply_repo_settings

View File

@ -19,13 +19,10 @@ MAX_TOKENS = {
'gpt-4o-mini': 128000, # 128K, but may be limited by config.max_model_tokens
'gpt-4o-mini-2024-07-18': 128000, # 128K, but may be limited by config.max_model_tokens
'gpt-4o-2024-08-06': 128000, # 128K, but may be limited by config.max_model_tokens
'gpt-4o-2024-11-20': 128000, # 128K, but may be limited by config.max_model_tokens
'o1-mini': 128000, # 128K, but may be limited by config.max_model_tokens
'o1-mini-2024-09-12': 128000, # 128K, but may be limited by config.max_model_tokens
'o1-preview': 128000, # 128K, but may be limited by config.max_model_tokens
'o1-preview-2024-09-12': 128000, # 128K, but may be limited by config.max_model_tokens
'o1-2024-12-17': 204800, # 200K, but may be limited by config.max_model_tokens
'o1': 204800, # 200K, but may be limited by config.max_model_tokens
'claude-instant-1': 100000,
'claude-2': 100000,
'command-nightly': 4096,
@ -34,17 +31,12 @@ MAX_TOKENS = {
'vertex_ai/codechat-bison': 6144,
'vertex_ai/codechat-bison-32k': 32000,
'vertex_ai/claude-3-haiku@20240307': 100000,
'vertex_ai/claude-3-5-haiku@20241022': 100000,
'vertex_ai/claude-3-sonnet@20240229': 100000,
'vertex_ai/claude-3-opus@20240229': 100000,
'vertex_ai/claude-3-5-sonnet@20240620': 100000,
'vertex_ai/claude-3-5-sonnet-v2@20241022': 100000,
'vertex_ai/gemini-1.5-pro': 1048576,
'vertex_ai/gemini-1.5-flash': 1048576,
'vertex_ai/gemma2': 8200,
'gemini/gemini-1.5-pro': 1048576,
'gemini/gemini-1.5-flash': 1048576,
'gemini/gemini-2.0-flash-exp': 1048576,
'codechat-bison': 6144,
'codechat-bison-32k': 32000,
'anthropic.claude-instant-v1': 100000,
@ -52,16 +44,12 @@ MAX_TOKENS = {
'anthropic.claude-v2': 100000,
'anthropic/claude-3-opus-20240229': 100000,
'anthropic/claude-3-5-sonnet-20240620': 100000,
'anthropic/claude-3-5-sonnet-20241022': 100000,
'anthropic/claude-3-5-haiku-20241022': 100000,
'bedrock/anthropic.claude-instant-v1': 100000,
'bedrock/anthropic.claude-v2': 100000,
'bedrock/anthropic.claude-v2:1': 100000,
'bedrock/anthropic.claude-3-sonnet-20240229-v1:0': 100000,
'bedrock/anthropic.claude-3-haiku-20240307-v1:0': 100000,
'bedrock/anthropic.claude-3-5-haiku-20241022-v1:0': 100000,
'bedrock/anthropic.claude-3-5-sonnet-20240620-v1:0': 100000,
'bedrock/anthropic.claude-3-5-sonnet-20241022-v2:0': 100000,
'claude-3-5-sonnet': 100000,
'groq/llama3-8b-8192': 8192,
'groq/llama3-70b-8192': 8192,

View File

@ -1,18 +1,17 @@
try:
from langchain_core.messages import HumanMessage, SystemMessage
from langchain_openai import AzureChatOpenAI, ChatOpenAI
from langchain_openai import ChatOpenAI, AzureChatOpenAI
from langchain_core.messages import SystemMessage, HumanMessage
except: # we don't enforce langchain as a dependency, so if it's not installed, just move on
pass
import functools
from openai import APIError, RateLimitError, Timeout
from retry import retry
from pr_agent.algo.ai_handlers.base_ai_handler import BaseAiHandler
from pr_agent.config_loader import get_settings
from pr_agent.log import get_logger
from openai import APIError, RateLimitError, Timeout
from retry import retry
import functools
OPENAI_RETRIES = 5
@ -74,3 +73,4 @@ class LangChainOpenAIHandler(BaseAiHandler):
raise ValueError(f"OpenAI {e.name} is required") from e
else:
raise e

View File

@ -1,13 +1,11 @@
import os
import requests
import litellm
import openai
import requests
from litellm import acompletion
from tenacity import retry, retry_if_exception_type, stop_after_attempt
from pr_agent.algo.ai_handlers.base_ai_handler import BaseAiHandler
from pr_agent.algo.utils import get_version
from pr_agent.config_loader import get_settings
from pr_agent.log import get_logger
@ -85,11 +83,6 @@ class LiteLLMAIHandler(BaseAiHandler):
litellm.vertex_location = get_settings().get(
"VERTEXAI.VERTEX_LOCATION", None
)
# Google AI Studio
# SEE https://docs.litellm.ai/docs/providers/gemini
if get_settings().get("GOOGLE_AI_STUDIO.GEMINI_API_KEY", None):
os.environ["GEMINI_API_KEY"] = get_settings().google_ai_studio.gemini_api_key
def prepare_logs(self, response, system, user, resp, finish_reason):
response_log = response.dict().copy()
response_log['system'] = system
@ -133,7 +126,7 @@ class LiteLLMAIHandler(BaseAiHandler):
if "langfuse" in callbacks:
metadata.update({
"trace_name": command,
"tags": [git_provider, command, f'version:{get_version()}'],
"tags": [git_provider, command],
"trace_metadata": {
"command": command,
"pr_url": pr_url,
@ -142,7 +135,7 @@ class LiteLLMAIHandler(BaseAiHandler):
if "langsmith" in callbacks:
metadata.update({
"run_name": command,
"tags": [git_provider, command, f'version:{get_version()}'],
"tags": [git_provider, command],
"extra": {
"metadata": {
"command": command,
@ -178,7 +171,6 @@ class LiteLLMAIHandler(BaseAiHandler):
get_logger().warning(
"Empty system prompt for claude model. Adding a newline character to prevent OpenAI API error.")
messages = [{"role": "system", "content": system}, {"role": "user", "content": user}]
if img_path:
try:
# check if the image link is alive
@ -193,22 +185,6 @@ class LiteLLMAIHandler(BaseAiHandler):
messages[1]["content"] = [{"type": "text", "text": messages[1]["content"]},
{"type": "image_url", "image_url": {"url": img_path}}]
# Currently, model OpenAI o1 series does not support a separate system and user prompts
O1_MODEL_PREFIX = 'o1'
model_type = model.split('/')[-1] if '/' in model else model
if model_type.startswith(O1_MODEL_PREFIX):
user = f"{system}\n\n\n{user}"
system = ""
get_logger().info(f"Using O1 model, combining system and user prompts")
messages = [{"role": "user", "content": user}]
kwargs = {
"model": model,
"deployment_id": deployment_id,
"messages": messages,
"timeout": get_settings().config.ai_timeout,
"api_base": self.api_base,
}
else:
kwargs = {
"model": model,
"deployment_id": deployment_id,

View File

@ -1,10 +1,8 @@
from os import environ
from pr_agent.algo.ai_handlers.base_ai_handler import BaseAiHandler
import openai
from openai import APIError, AsyncOpenAI, RateLimitError, Timeout
from openai.error import APIError, RateLimitError, Timeout, TryAgain
from retry import retry
from pr_agent.algo.ai_handlers.base_ai_handler import BaseAiHandler
from pr_agent.config_loader import get_settings
from pr_agent.log import get_logger
@ -16,7 +14,7 @@ class OpenAIHandler(BaseAiHandler):
# Initialize OpenAIHandler specific attributes here
try:
super().__init__()
environ["OPENAI_API_KEY"] = get_settings().openai.key
openai.api_key = get_settings().openai.key
if get_settings().get("OPENAI.ORG", None):
openai.organization = get_settings().openai.org
if get_settings().get("OPENAI.API_TYPE", None):
@ -26,7 +24,7 @@ class OpenAIHandler(BaseAiHandler):
if get_settings().get("OPENAI.API_VERSION", None):
openai.api_version = get_settings().openai.api_version
if get_settings().get("OPENAI.API_BASE", None):
environ["OPENAI_BASE_URL"] = get_settings().openai.api_base
openai.api_base = get_settings().openai.api_base
except AttributeError as e:
raise ValueError("OpenAI key is required") from e
@ -38,26 +36,28 @@ class OpenAIHandler(BaseAiHandler):
"""
return get_settings().get("OPENAI.DEPLOYMENT_ID", None)
@retry(exceptions=(APIError, Timeout, AttributeError, RateLimitError),
@retry(exceptions=(APIError, Timeout, TryAgain, AttributeError, RateLimitError),
tries=OPENAI_RETRIES, delay=2, backoff=2, jitter=(1, 3))
async def chat_completion(self, model: str, system: str, user: str, temperature: float = 0.2):
try:
deployment_id = self.deployment_id
get_logger().info("System: ", system)
get_logger().info("User: ", user)
messages = [{"role": "system", "content": system}, {"role": "user", "content": user}]
client = AsyncOpenAI()
chat_completion = await client.chat.completions.create(
chat_completion = await openai.ChatCompletion.acreate(
model=model,
deployment_id=deployment_id,
messages=messages,
temperature=temperature,
)
resp = chat_completion.choices[0].message.content
finish_reason = chat_completion.choices[0].finish_reason
usage = chat_completion.usage
resp = chat_completion["choices"][0]['message']['content']
finish_reason = chat_completion["choices"][0]["finish_reason"]
usage = chat_completion.get("usage")
get_logger().info("AI response", response=resp, messages=messages, finish_reason=finish_reason,
model=model, usage=usage)
return resp, finish_reason
except (APIError, Timeout) as e:
except (APIError, Timeout, TryAgain) as e:
get_logger().error("Error during OpenAI inference: ", e)
raise
except (RateLimitError) as e:
@ -65,4 +65,4 @@ class OpenAIHandler(BaseAiHandler):
raise
except (Exception) as e:
get_logger().error("Unknown error during OpenAI inference: ", e)
raise
raise TryAgain from e

View File

@ -3,8 +3,8 @@ from __future__ import annotations
import re
import traceback
from pr_agent.algo.types import EDIT_TYPE, FilePatchInfo
from pr_agent.config_loader import get_settings
from pr_agent.algo.types import EDIT_TYPE, FilePatchInfo
from pr_agent.log import get_logger
@ -31,7 +31,7 @@ def extend_patch(original_file_str, patch_str, patch_extra_lines_before=0,
def decode_if_bytes(original_file_str):
if isinstance(original_file_str, (bytes, bytearray)):
if isinstance(original_file_str, bytes):
try:
return original_file_str.decode('utf-8')
except UnicodeDecodeError:
@ -61,26 +61,23 @@ def process_patch_lines(patch_str, original_file_str, patch_extra_lines_before,
patch_lines = patch_str.splitlines()
extended_patch_lines = []
is_valid_hunk = True
start1, size1, start2, size2 = -1, -1, -1, -1
RE_HUNK_HEADER = re.compile(
r"^@@ -(\d+)(?:,(\d+))? \+(\d+)(?:,(\d+))? @@[ ]?(.*)")
try:
for i,line in enumerate(patch_lines):
for line in patch_lines:
if line.startswith('@@'):
match = RE_HUNK_HEADER.match(line)
# identify hunk header
if match:
# finish processing previous hunk
if is_valid_hunk and (start1 != -1 and patch_extra_lines_after > 0):
if start1 != -1 and patch_extra_lines_after > 0:
delta_lines = [f' {line}' for line in original_lines[start1 + size1 - 1:start1 + size1 - 1 + patch_extra_lines_after]]
extended_patch_lines.extend(delta_lines)
section_header, size1, size2, start1, start2 = extract_hunk_headers(match)
is_valid_hunk = check_if_hunk_lines_matches_to_file(i, original_lines, patch_lines, start1)
if is_valid_hunk and (patch_extra_lines_before > 0 or patch_extra_lines_after > 0):
if patch_extra_lines_before > 0 or patch_extra_lines_after > 0:
def _calc_context_limits(patch_lines_before):
extended_start1 = max(1, start1 - patch_lines_before)
extended_size1 = size1 + (start1 - extended_start1) + patch_extra_lines_after
@ -141,7 +138,7 @@ def process_patch_lines(patch_str, original_file_str, patch_extra_lines_before,
return patch_str
# finish processing last hunk
if start1 != -1 and patch_extra_lines_after > 0 and is_valid_hunk:
if start1 != -1 and patch_extra_lines_after > 0:
delta_lines = original_lines[start1 + size1 - 1:start1 + size1 - 1 + patch_extra_lines_after]
# add space at the beginning of each extra line
delta_lines = [f' {line}' for line in delta_lines]
@ -151,23 +148,6 @@ def process_patch_lines(patch_str, original_file_str, patch_extra_lines_before,
return extended_patch_str
def check_if_hunk_lines_matches_to_file(i, original_lines, patch_lines, start1):
"""
Check if the hunk lines match the original file content. We saw cases where the hunk header line doesn't match the original file content, and then
extending the hunk with extra lines before the hunk header can cause the hunk to be invalid.
"""
is_valid_hunk = True
try:
if i + 1 < len(patch_lines) and patch_lines[i + 1][0] == ' ': # an existing line in the file
if patch_lines[i + 1].strip() != original_lines[start1 - 1].strip():
is_valid_hunk = False
get_logger().error(
f"Invalid hunk in PR, line {start1} in hunk header doesn't match the original file content")
except:
pass
return is_valid_hunk
def extract_hunk_headers(match):
res = list(match.groups())
for i in range(len(res)):
@ -301,7 +281,7 @@ __old hunk__
prev_header_line = []
header_line = []
for line_i, line in enumerate(patch_lines):
if 'no newline at end of file' in line.lower():
if 'no newline at end of file' in line.lower().strip().strip('//'):
continue
if line.startswith('@@'):
@ -310,15 +290,14 @@ __old hunk__
if match and (new_content_lines or old_content_lines): # found a new hunk, split the previous lines
if prev_header_line:
patch_with_lines_str += f'\n{prev_header_line}\n'
is_plus_lines = is_minus_lines = False
if new_content_lines:
is_plus_lines = any([line.startswith('+') for line in new_content_lines])
if old_content_lines:
is_minus_lines = any([line.startswith('-') for line in old_content_lines])
if is_plus_lines or is_minus_lines: # notice 'True' here - we always present __new hunk__ for section, otherwise LLM gets confused
if is_plus_lines:
patch_with_lines_str = patch_with_lines_str.rstrip() + '\n__new hunk__\n'
for i, line_new in enumerate(new_content_lines):
patch_with_lines_str += f"{start2 + i} {line_new}\n"
if old_content_lines:
is_minus_lines = any([line.startswith('-') for line in old_content_lines])
if is_minus_lines:
patch_with_lines_str = patch_with_lines_str.rstrip() + '\n__old hunk__\n'
for line_old in old_content_lines:
@ -346,15 +325,14 @@ __old hunk__
# finishing last hunk
if match and new_content_lines:
patch_with_lines_str += f'\n{header_line}\n'
is_plus_lines = is_minus_lines = False
if new_content_lines:
is_plus_lines = any([line.startswith('+') for line in new_content_lines])
if old_content_lines:
is_minus_lines = any([line.startswith('-') for line in old_content_lines])
if is_plus_lines or is_minus_lines: # notice 'True' here - we always present __new hunk__ for section, otherwise LLM gets confused
if is_plus_lines:
patch_with_lines_str = patch_with_lines_str.rstrip() + '\n__new hunk__\n'
for i, line_new in enumerate(new_content_lines):
patch_with_lines_str += f"{start2 + i} {line_new}\n"
if old_content_lines:
is_minus_lines = any([line.startswith('-') for line in old_content_lines])
if is_minus_lines:
patch_with_lines_str = patch_with_lines_str.rstrip() + '\n__old hunk__\n'
for line_old in old_content_lines:

View File

@ -4,6 +4,8 @@ from typing import Dict
from pr_agent.config_loader import get_settings
def filter_bad_extensions(files):
# Bad Extensions, source: https://github.com/EleutherAI/github-downloader/blob/345e7c4cbb9e0dc8a0615fd995a08bf9d73b3fe6/download_repo_text.py # noqa: E501
bad_extensions = get_settings().bad_extensions.default

View File

@ -5,15 +5,14 @@ from typing import Callable, List, Tuple
from github import RateLimitExceededException
from pr_agent.algo.file_filter import filter_ignored
from pr_agent.algo.git_patch_processing import (
convert_to_hunks_with_lines_numbers, extend_patch, handle_patch_deletions)
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.types import EDIT_TYPE, FilePatchInfo
from pr_agent.algo.utils import ModelType, clip_tokens, get_max_tokens, get_weak_model
from pr_agent.algo.utils import get_max_tokens, clip_tokens, ModelType
from pr_agent.config_loader import get_settings
from pr_agent.git_providers.git_provider import GitProvider
from pr_agent.algo.types import EDIT_TYPE, FilePatchInfo
from pr_agent.log import get_logger
DELETED_FILES_ = "Deleted files:\n"
@ -354,8 +353,8 @@ async def retry_with_fallback_models(f: Callable, model_type: ModelType = ModelT
def _get_all_models(model_type: ModelType = ModelType.REGULAR) -> List[str]:
if model_type == ModelType.WEAK:
model = get_weak_model()
if model_type == ModelType.TURBO:
model = get_settings().config.model_turbo
else:
model = get_settings().config.model
fallback_models = get_settings().config.fallback_models

View File

@ -1,9 +1,8 @@
from threading import Lock
from jinja2 import Environment, StrictUndefined
from tiktoken import encoding_for_model, get_encoding
from pr_agent.config_loader import get_settings
from threading import Lock
from pr_agent.log import get_logger

View File

@ -1,40 +1,28 @@
from __future__ import annotations
import html2text
import html
import copy
import difflib
import hashlib
import html
import json
import os
import re
import sys
import textwrap
import time
import traceback
from datetime import datetime
from enum import Enum
from importlib.metadata import PackageNotFoundError, version
from typing import Any, List, Tuple
import html2text
import requests
import yaml
from pydantic import BaseModel
from starlette_context import context
from pr_agent.algo import MAX_TOKENS
from pr_agent.algo.token_handler import TokenEncoder
from pr_agent.algo.types import FilePatchInfo
from pr_agent.config_loader import get_settings, global_settings
from pr_agent.algo.types import FilePatchInfo
from pr_agent.log import get_logger
def get_weak_model() -> str:
if get_settings().get("config.model_weak"):
return get_settings().config.model_weak
return get_settings().config.model
class Range(BaseModel):
line_start: int # should be 0-indexed
line_end: int
@ -43,17 +31,14 @@ class Range(BaseModel):
class ModelType(str, Enum):
REGULAR = "regular"
WEAK = "weak"
TURBO = "turbo"
class PRReviewHeader(str, Enum):
REGULAR = "## PR Reviewer Guide"
INCREMENTAL = "## Incremental PR Reviewer Guide"
class PRDescriptionHeader(str, Enum):
CHANGES_WALKTHROUGH = "### **Changes walkthrough** 📝"
def get_setting(key: str) -> Any:
try:
key = key.upper()
@ -104,8 +89,7 @@ def unique_strings(input_list: List[str]) -> List[str]:
def convert_to_markdown_v2(output_data: dict,
gfm_supported: bool = True,
incremental_review=None,
git_provider=None,
files=None) -> str:
git_provider=None) -> str:
"""
Convert a dictionary of data into markdown format.
Args:
@ -126,7 +110,6 @@ def convert_to_markdown_v2(output_data: dict,
"Insights from user's answers": "📝",
"Code feedback": "🤖",
"Estimated effort to review [1-5]": "⏱️",
"Ticket compliance check": "🎫",
}
markdown_text = ""
if not incremental_review:
@ -181,9 +164,7 @@ def convert_to_markdown_v2(output_data: dict,
if is_value_no(value):
markdown_text += f'### {emoji} No relevant tests\n\n'
else:
markdown_text += f"### {emoji} PR contains tests\n\n"
elif 'ticket compliance check' in key_nice.lower():
markdown_text = ticket_markdown_logic(emoji, markdown_text, value, gfm_supported)
markdown_text += f"### PR contains tests\n\n"
elif 'security concerns' in key_nice.lower():
if gfm_supported:
markdown_text += f"<tr><td>"
@ -229,31 +210,15 @@ def convert_to_markdown_v2(output_data: dict,
continue
relevant_file = issue.get('relevant_file', '').strip()
issue_header = issue.get('issue_header', '').strip()
if issue_header.lower() == 'possible bug':
issue_header = 'Possible Issue' # Make the header less frightening
issue_content = issue.get('issue_content', '').strip()
start_line = int(str(issue.get('start_line', 0)).strip())
end_line = int(str(issue.get('end_line', 0)).strip())
relevant_lines_str = extract_relevant_lines_str(end_line, files, relevant_file, start_line)
if git_provider:
reference_link = git_provider.get_line_link(relevant_file, start_line, end_line)
else:
reference_link = None
if gfm_supported:
if reference_link is not None and len(reference_link) > 0:
if relevant_lines_str:
issue_str = f"<details><summary><a href='{reference_link}'><strong>{issue_header}</strong></a>\n\n{issue_content}</summary>\n\n{relevant_lines_str}\n\n</details>"
else:
issue_str = f"<a href='{reference_link}'><strong>{issue_header}</strong></a><br>{issue_content}"
else:
issue_str = f"<strong>{issue_header}</strong><br>{issue_content}"
else:
if reference_link is not None and len(reference_link) > 0:
issue_str = f"[**{issue_header}**]({reference_link})\n\n{issue_content}\n\n"
else:
issue_str = f"**{issue_header}**\n\n{issue_content}\n\n"
markdown_text += f"{issue_str}\n\n"
except Exception as e:
get_logger().exception(f"Failed to process 'Recommended focus areas for review': {e}")
@ -288,71 +253,6 @@ def convert_to_markdown_v2(output_data: dict,
return markdown_text
def extract_relevant_lines_str(end_line, files, relevant_file, start_line):
try:
relevant_lines_str = ""
if files:
files = set_file_languages(files)
for file in files:
if file.filename.strip() == relevant_file:
if not file.head_file:
get_logger().warning(f"No content found in file: {file.filename}")
return ""
relevant_file_lines = file.head_file.splitlines()
relevant_lines_str = "\n".join(relevant_file_lines[start_line - 1:end_line])
relevant_lines_str = f"```{file.language}\n{relevant_lines_str}\n```"
break
return relevant_lines_str
except Exception as e:
get_logger().exception(f"Failed to extract relevant lines: {e}")
return ""
def ticket_markdown_logic(emoji, markdown_text, value, gfm_supported) -> str:
ticket_compliance_str = ""
final_compliance_level = -1
if isinstance(value, list):
for v in value:
ticket_url = v.get('ticket_url', '').strip()
compliance_level = v.get('overall_compliance_level', '').strip()
# add emojis, if 'Fully compliant' ✅, 'Partially compliant' 🔶, or 'Not compliant' ❌
if compliance_level.lower() == 'fully compliant':
# compliance_level = '✅ Fully compliant'
final_compliance_level = 2 if final_compliance_level == -1 else 1
elif compliance_level.lower() == 'partially compliant':
# compliance_level = '🔶 Partially compliant'
final_compliance_level = 1
elif compliance_level.lower() == 'not compliant':
# compliance_level = '❌ Not compliant'
final_compliance_level = 0 if final_compliance_level < 1 else 1
# explanation = v.get('compliance_analysis', '').strip()
explanation = ''
fully_compliant_str = v.get('fully_compliant_requirements', '').strip()
not_compliant_str = v.get('not_compliant_requirements', '').strip()
if fully_compliant_str:
explanation += f"Fully compliant requirements:\n{fully_compliant_str}\n\n"
if not_compliant_str:
explanation += f"Not compliant requirements:\n{not_compliant_str}\n\n"
ticket_compliance_str += f"\n\n**[{ticket_url.split('/')[-1]}]({ticket_url}) - {compliance_level}**\n\n{explanation}\n\n"
if final_compliance_level == 2:
compliance_level = ''
elif final_compliance_level == 1:
compliance_level = '🔶'
else:
compliance_level = ''
if gfm_supported:
markdown_text += f"<tr><td>\n\n"
markdown_text += f"**{emoji} Ticket compliance analysis {compliance_level}**\n\n"
markdown_text += ticket_compliance_str
markdown_text += f"</td></tr>\n"
else:
markdown_text += f"### {emoji} Ticket compliance analysis {compliance_level}\n\n"
markdown_text += ticket_compliance_str+"\n\n"
return markdown_text
def process_can_be_split(emoji, value):
try:
@ -654,8 +554,7 @@ def load_yaml(response_text: str, keys_fix_yaml: List[str] = [], first_key="", l
get_logger().warning(f"Initial failure to parse AI prediction: {e}")
data = try_fix_yaml(response_text, keys_fix_yaml=keys_fix_yaml, first_key=first_key, last_key=last_key)
if not data:
get_logger().error(f"Failed to parse AI prediction after fallbacks",
artifact={'response_text': response_text})
get_logger().error(f"Failed to parse AI prediction after fallbacks", artifact={'response_text': response_text})
else:
get_logger().info(f"Successfully parsed AI prediction after fallbacks",
artifact={'response_text': response_text})
@ -942,64 +841,56 @@ def find_line_number_of_relevant_line_in_file(diff_files: List[FilePatchInfo],
break
return position, absolute_position
def get_rate_limit_status(github_token) -> dict:
GITHUB_API_URL = get_settings(use_context=False).get("GITHUB.BASE_URL", "https://api.github.com").rstrip("/") # "https://api.github.com"
# GITHUB_API_URL = "https://api.github.com"
RATE_LIMIT_URL = f"{GITHUB_API_URL}/rate_limit"
HEADERS = {
"Accept": "application/vnd.github.v3+json",
"Authorization": f"token {github_token}"
}
def validate_and_await_rate_limit(rate_limit_status=None, git_provider=None, get_rate_limit_status_func=None):
if git_provider and not rate_limit_status:
rate_limit_status = {'resources': git_provider.github_client.get_rate_limit().raw_data}
response = requests.get(RATE_LIMIT_URL, headers=HEADERS)
try:
rate_limit_info = response.json()
if rate_limit_info.get('message') == 'Rate limiting is not enabled.': # for github enterprise
return {'resources': {}}
response.raise_for_status() # Check for HTTP errors
except: # retry
time.sleep(0.1)
response = requests.get(RATE_LIMIT_URL, headers=HEADERS)
return response.json()
return rate_limit_info
def validate_rate_limit_github(github_token, installation_id=None, threshold=0.1) -> bool:
try:
rate_limit_status = get_rate_limit_status(github_token)
if installation_id:
get_logger().debug(f"installation_id: {installation_id}, Rate limit status: {rate_limit_status['rate']}")
# validate that the rate limit is not exceeded
if not rate_limit_status:
rate_limit_status = get_rate_limit_status_func()
# validate that the rate limit is not exceeded
is_rate_limit = False
for key, value in rate_limit_status['resources'].items():
if value['remaining'] < value['limit'] * threshold:
get_logger().error(f"key: {key}, value: {value}")
return False
return True
except Exception as e:
get_logger().error(f"Error in rate limit {e}",
artifact={"traceback": traceback.format_exc()})
return True
def validate_and_await_rate_limit(github_token):
try:
rate_limit_status = get_rate_limit_status(github_token)
# validate that the rate limit is not exceeded
for key, value in rate_limit_status['resources'].items():
if value['remaining'] < value['limit'] // 80:
get_logger().error(f"key: {key}, value: {value}")
if value['remaining'] == 0:
print(f"key: {key}, value: {value}")
is_rate_limit = True
sleep_time_sec = value['reset'] - datetime.now().timestamp()
sleep_time_hour = sleep_time_sec / 3600.0
get_logger().error(f"Rate limit exceeded. Sleeping for {sleep_time_hour} hours")
print(f"Rate limit exceeded. Sleeping for {sleep_time_hour} hours")
if sleep_time_sec > 0:
time.sleep(sleep_time_sec + 1)
rate_limit_status = get_rate_limit_status(github_token)
return rate_limit_status
except:
get_logger().error("Error in rate limit")
return None
time.sleep(sleep_time_sec+1)
if git_provider:
rate_limit_status = {'resources': git_provider.github_client.get_rate_limit().raw_data}
else:
rate_limit_status = get_rate_limit_status_func()
return is_rate_limit
def get_largest_component(pr_url):
from pr_agent.tools.pr_analyzer import PRAnalyzer
publish_output = get_settings().config.publish_output
get_settings().config.publish_output = False # disable publish output
analyzer = PRAnalyzer(pr_url)
methods_dict_files = analyzer.run_sync()
get_settings().config.publish_output = publish_output
max_lines_changed = 0
file_b = ""
component_name_b = ""
for file in methods_dict_files:
for method in methods_dict_files[file]:
try:
if methods_dict_files[file][method]['num_plus_lines'] > max_lines_changed:
max_lines_changed = methods_dict_files[file][method]['num_plus_lines']
file_b = file
component_name_b = method
except:
pass
if component_name_b:
get_logger().info(f"Using the largest changed component: '{component_name_b}'")
return component_name_b, file_b
else:
return None, None
def github_action_output(output_data: dict, key_name: str):
try:
@ -1015,7 +906,7 @@ def github_action_output(output_data: dict, key_name: str):
def show_relevant_configurations(relevant_section: str) -> str:
skip_keys = ['ai_disclaimer', 'ai_disclaimer_title', 'ANALYTICS_FOLDER', 'secret_provider', "skip_keys", "app_id", "redirect",
skip_keys = ['ai_disclaimer', 'ai_disclaimer_title', 'ANALYTICS_FOLDER', 'secret_provider', "skip_keys",
'trial_prefix_message', 'no_eligible_message', 'identity_provider', 'ALLOWED_REPOS','APP_NAME']
extra_skip_keys = get_settings().config.get('config.skip_keys', [])
if extra_skip_keys:
@ -1048,30 +939,12 @@ def is_value_no(value):
return False
def set_pr_string(repo_name, pr_number):
return f"{repo_name}#{pr_number}"
def string_to_uniform_number(s: str) -> float:
"""
Convert a string to a uniform number in the range [0, 1].
The uniform distribution is achieved by the nature of the SHA-256 hash function, which produces a uniformly distributed hash value over its output space.
"""
# Generate a hash of the string
hash_object = hashlib.sha256(s.encode())
# Convert the hash to an integer
hash_int = int(hash_object.hexdigest(), 16)
# Normalize the integer to the range [0, 1]
max_hash_int = 2 ** 256 - 1
uniform_number = float(hash_int) / max_hash_int
return uniform_number
def process_description(description_full: str) -> Tuple[str, List]:
if not description_full:
return "", []
description_split = description_full.split(PRDescriptionHeader.CHANGES_WALKTHROUGH.value)
split_str = "### **Changes walkthrough** 📝"
description_split = description_full.split(split_str)
base_description_str = description_split[0]
changes_walkthrough_str = ""
files = []
@ -1106,9 +979,6 @@ def process_description(description_full: str) -> Tuple[str, List]:
if not res or res.lastindex != 4:
pattern_back = r'<details>\s*<summary><strong>(.*?)</strong><dd><code>(.*?)</code>.*?</summary>\s*<hr>\s*(.*?)\n\n\s*(.*?)</details>'
res = re.search(pattern_back, file_data, re.DOTALL)
if not res or res.lastindex != 4:
pattern_back = r'<details>\s*<summary><strong>(.*?)</strong>\s*<dd><code>(.*?)</code>.*?</summary>\s*<hr>\s*(.*?)\s*-\s*(.*?)\s*</details>' # looking for hypen ('- ')
res = re.search(pattern_back, file_data, re.DOTALL)
if res and res.lastindex == 4:
short_filename = res.group(1).strip()
short_summary = res.group(2).strip()
@ -1127,9 +997,6 @@ def process_description(description_full: str) -> Tuple[str, List]:
'short_summary': short_summary,
'long_summary': long_summary
})
else:
if '<code>...</code>' in file_data:
pass # PR with many files. some did not get analyzed
else:
get_logger().error(f"Failed to parse description", artifact={'description': file_data})
except Exception as e:
@ -1140,48 +1007,3 @@ def process_description(description_full: str) -> Tuple[str, List]:
get_logger().exception(f"Failed to process description: {e}")
return base_description_str, files
def get_version() -> str:
# First check pyproject.toml if running directly out of repository
if os.path.exists("pyproject.toml"):
if sys.version_info >= (3, 11):
import tomllib
with open("pyproject.toml", "rb") as f:
data = tomllib.load(f)
if "project" in data and "version" in data["project"]:
return data["project"]["version"]
else:
get_logger().warning("Version not found in pyproject.toml")
else:
get_logger().warning("Unable to determine local version from pyproject.toml")
# Otherwise get the installed pip package version
try:
return version('pr-agent')
except PackageNotFoundError:
get_logger().warning("Unable to find package named 'pr-agent'")
return "unknown"
def set_file_languages(diff_files) -> List[FilePatchInfo]:
try:
# if the language is already set, do not change it
if hasattr(diff_files[0], 'language') and diff_files[0].language:
return diff_files
# map file extensions to programming languages
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 file in diff_files:
extension_s = '.' + file.filename.rsplit('.')[-1]
language_name = "txt"
if extension_s and (extension_s in extension_to_language):
language_name = extension_to_language[extension_s]
file.language = language_name.lower()
except Exception as e:
get_logger().exception(f"Failed to set file languages: {e}")
return diff_files

View File

@ -3,9 +3,8 @@ import asyncio
import os
from pr_agent.agent.pr_agent import PRAgent, commands
from pr_agent.algo.utils import get_version
from pr_agent.config_loader import get_settings
from pr_agent.log import get_logger, setup_logger
from pr_agent.log import setup_logger, get_logger
log_level = os.environ.get("LOG_LEVEL", "INFO")
setup_logger(log_level)
@ -46,7 +45,6 @@ def set_parser():
To edit any configuration parameter from 'configuration.toml', just add -config_path=<value>.
For example: 'python cli.py --pr_url=... review --pr_reviewer.extra_instructions="focus on the file: ..."'
""")
parser.add_argument('--version', action='version', version=f'pr-agent {get_version()}')
parser.add_argument('--pr_url', type=str, help='The URL of the PR to review', default=None)
parser.add_argument('--issue_url', type=str, help='The URL of the Issue to review', default=None)
parser.add_argument('command', type=str, help='The', choices=commands, default='review')

View File

@ -1,16 +1,14 @@
from starlette_context import context
from pr_agent.config_loader import get_settings
from pr_agent.git_providers.azuredevops_provider import AzureDevopsProvider
from pr_agent.git_providers.bitbucket_provider import BitbucketProvider
from pr_agent.git_providers.bitbucket_server_provider import \
BitbucketServerProvider
from pr_agent.git_providers.bitbucket_server_provider import BitbucketServerProvider
from pr_agent.git_providers.codecommit_provider import CodeCommitProvider
from pr_agent.git_providers.gerrit_provider import GerritProvider
from pr_agent.git_providers.git_provider import GitProvider
from pr_agent.git_providers.github_provider import GithubProvider
from pr_agent.git_providers.gitlab_provider import GitLabProvider
from pr_agent.git_providers.local_git_provider import LocalGitProvider
from pr_agent.git_providers.azuredevops_provider import AzureDevopsProvider
from pr_agent.git_providers.gerrit_provider import GerritProvider
from starlette_context import context
_GIT_PROVIDERS = {
'github': GithubProvider,

View File

@ -2,16 +2,13 @@ import os
from typing import Optional, Tuple
from urllib.parse import urlparse
from pr_agent.algo.types import EDIT_TYPE, FilePatchInfo
from ..algo.file_filter import filter_ignored
from ..algo.language_handler import is_valid_file
from ..algo.utils import (PRDescriptionHeader, clip_tokens,
find_line_number_of_relevant_line_in_file,
load_large_diff)
from ..config_loader import get_settings
from ..log import get_logger
from ..algo.language_handler import is_valid_file
from ..algo.utils import clip_tokens, find_line_number_of_relevant_line_in_file, load_large_diff
from ..config_loader import get_settings
from .git_provider import GitProvider
from pr_agent.algo.types import EDIT_TYPE, FilePatchInfo
AZURE_DEVOPS_AVAILABLE = True
ADO_APP_CLIENT_DEFAULT_ID = "499b84ac-1321-427f-aa17-267ca6975798/.default"
@ -19,16 +16,19 @@ MAX_PR_DESCRIPTION_AZURE_LENGTH = 4000-1
try:
# noinspection PyUnresolvedReferences
from msrest.authentication import BasicAuthentication
# noinspection PyUnresolvedReferences
from azure.devops.connection import Connection
# noinspection PyUnresolvedReferences
from azure.devops.v7_1.git.models import (Comment, CommentThread,
from azure.identity import DefaultAzureCredential
# noinspection PyUnresolvedReferences
from azure.devops.v7_1.git.models import (
Comment,
CommentThread,
GitVersionDescriptor,
GitPullRequest,
GitPullRequestIterationChanges,
GitVersionDescriptor)
# noinspection PyUnresolvedReferences
from azure.identity import DefaultAzureCredential
from msrest.authentication import BasicAuthentication
)
except ImportError:
AZURE_DEVOPS_AVAILABLE = False
@ -67,12 +67,14 @@ class AzureDevopsProvider(GitProvider):
relevant_lines_end = suggestion['relevant_lines_end']
if not relevant_lines_start or relevant_lines_start == -1:
get_logger().warning(
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:
get_logger().warning(f"Failed to publish code suggestion, "
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
@ -93,11 +95,9 @@ class AzureDevopsProvider(GitProvider):
"side": "RIGHT",
}
post_parameters_list.append(post_parameters)
if not post_parameters_list:
return False
for post_parameters in post_parameters_list:
try:
for post_parameters in post_parameters_list:
comment = Comment(content=post_parameters["body"], comment_type=1)
thread = CommentThread(comments=[comment],
thread_context={
@ -117,11 +117,15 @@ class AzureDevopsProvider(GitProvider):
repository_id=self.repo_slug,
pull_request_id=self.pr_num
)
except Exception as e:
get_logger().warning(f"Azure failed to publish code suggestion, error: {e}")
if get_settings().config.verbosity_level >= 2:
get_logger().info(
f"Published code suggestion on {self.pr_num} at {post_parameters['path']}"
)
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 get_pr_description_full(self) -> str:
return self.pr.description
@ -332,9 +336,6 @@ class AzureDevopsProvider(GitProvider):
version = GitVersionDescriptor(
version=base_sha.commit_id, version_type="commit"
)
if edit_type == EDIT_TYPE.ADDED:
original_file_content_str = ""
else:
try:
original_file_content_str = self.azure_devops_client.get_item(
repository_id=self.repo_slug,
@ -378,9 +379,6 @@ class AzureDevopsProvider(GitProvider):
return []
def publish_comment(self, pr_comment: str, is_temporary: bool = False, thread_context=None):
if is_temporary and not get_settings().config.publish_output_progress:
get_logger().debug(f"Skipping publish_comment for temporary comment: {pr_comment}")
return None
comment = Comment(content=pr_comment)
thread = CommentThread(comments=[comment], thread_context=thread_context, status=5)
thread_response = self.azure_devops_client.create_thread(
@ -403,7 +401,7 @@ class AzureDevopsProvider(GitProvider):
pr_body = pr_body[:ind]
if len(pr_body) > MAX_PR_DESCRIPTION_AZURE_LENGTH:
changes_walkthrough_text = PRDescriptionHeader.CHANGES_WALKTHROUGH.value
changes_walkthrough_text = '## **Changes walkthrough**'
ind = pr_body.find(changes_walkthrough_text)
if ind != -1:
pr_body = pr_body[:ind]
@ -619,3 +617,4 @@ class AzureDevopsProvider(GitProvider):
def publish_file_comments(self, file_comments: list) -> bool:
pass

View File

@ -1,6 +1,4 @@
import difflib
import json
import re
from typing import Optional, Tuple
from urllib.parse import urlparse
@ -8,14 +6,13 @@ import requests
from atlassian.bitbucket import Cloud
from starlette_context import context
from pr_agent.algo.types import EDIT_TYPE, FilePatchInfo
from pr_agent.algo.types import FilePatchInfo, EDIT_TYPE
from ..algo.file_filter import filter_ignored
from ..algo.language_handler import is_valid_file
from ..algo.utils import find_line_number_of_relevant_line_in_file
from ..config_loader import get_settings
from ..log import get_logger
from .git_provider import MAX_FILES_ALLOWED_FULL, GitProvider
from .git_provider import GitProvider, MAX_FILES_ALLOWED_FULL
def _gef_filename(diff):
@ -74,33 +71,19 @@ class BitbucketProvider(GitProvider):
post_parameters_list = []
for suggestion in code_suggestions:
body = suggestion["body"]
original_suggestion = suggestion.get('original_suggestion', None) # needed for diff code
if original_suggestion:
try:
existing_code = original_suggestion['existing_code'].rstrip() + "\n"
improved_code = original_suggestion['improved_code'].rstrip() + "\n"
diff = difflib.unified_diff(existing_code.split('\n'),
improved_code.split('\n'), n=999)
patch_orig = "\n".join(diff)
patch = "\n".join(patch_orig.splitlines()[5:]).strip('\n')
diff_code = f"\n\n```diff\n{patch.rstrip()}\n```"
# replace ```suggestion ... ``` with diff_code, using regex:
body = re.sub(r'```suggestion.*?```', diff_code, body, flags=re.DOTALL)
except Exception as e:
get_logger().exception(f"Bitbucket failed to get diff code for publishing, error: {e}")
continue
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 "
@ -129,7 +112,8 @@ class BitbucketProvider(GitProvider):
self.publish_inline_comments(post_parameters_list)
return True
except Exception as e:
get_logger().error(f"Bitbucket failed to publish code suggestion, error: {e}")
if get_settings().config.verbosity_level >= 2:
get_logger().error(f"Failed to publish code suggestion, error: {e}")
return False
def publish_file_comments(self, file_comments: list) -> bool:
@ -325,9 +309,6 @@ class BitbucketProvider(GitProvider):
self.publish_comment(pr_comment)
def publish_comment(self, pr_comment: str, is_temporary: bool = False):
if is_temporary and not get_settings().config.publish_output_progress:
get_logger().debug(f"Skipping publish_comment for temporary comment: {pr_comment}")
return None
pr_comment = self.limit_output_characters(pr_comment, self.max_comment_length)
comment = self.pr.comment(pr_comment)
if is_temporary:

View File

@ -1,21 +1,16 @@
import difflib
import re
from packaging.version import parse as parse_version
from distutils.version import LooseVersion
from requests.exceptions import HTTPError
from typing import Optional, Tuple
from urllib.parse import quote_plus, urlparse
from atlassian.bitbucket import Bitbucket
from requests.exceptions import HTTPError
from ..algo.git_patch_processing import decode_if_bytes
from ..algo.language_handler import is_valid_file
from .git_provider import GitProvider
from ..algo.types import EDIT_TYPE, FilePatchInfo
from ..algo.utils import (find_line_number_of_relevant_line_in_file,
load_large_diff)
from ..algo.language_handler import is_valid_file
from ..algo.utils import load_large_diff, find_line_number_of_relevant_line_in_file
from ..config_loader import get_settings
from ..log import get_logger
from .git_provider import GitProvider
class BitbucketServerProvider(GitProvider):
@ -40,7 +35,7 @@ class BitbucketServerProvider(GitProvider):
token=get_settings().get("BITBUCKET_SERVER.BEARER_TOKEN",
None))
try:
self.bitbucket_api_version = parse_version(self.bitbucket_client.get("rest/api/1.0/application-properties").get('version'))
self.bitbucket_api_version = LooseVersion(self.bitbucket_client.get("rest/api/1.0/application-properties").get('version'))
except Exception:
self.bitbucket_api_version = None
@ -70,33 +65,20 @@ class BitbucketServerProvider(GitProvider):
post_parameters_list = []
for suggestion in code_suggestions:
body = suggestion["body"]
original_suggestion = suggestion.get('original_suggestion', None) # needed for diff code
if original_suggestion:
try:
existing_code = original_suggestion['existing_code'].rstrip() + "\n"
improved_code = original_suggestion['improved_code'].rstrip() + "\n"
diff = difflib.unified_diff(existing_code.split('\n'),
improved_code.split('\n'), n=999)
patch_orig = "\n".join(diff)
patch = "\n".join(patch_orig.splitlines()[5:]).strip('\n')
diff_code = f"\n\n```diff\n{patch.rstrip()}\n```"
# replace ```suggestion ... ``` with diff_code, using regex:
body = re.sub(r'```suggestion.*?```', diff_code, body, flags=re.DOTALL)
except Exception as e:
get_logger().exception(f"Bitbucket failed to get diff code for publishing, error: {e}")
continue
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:
get_logger().warning(
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:
get_logger().warning(
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}"
@ -177,7 +159,7 @@ class BitbucketServerProvider(GitProvider):
head_sha = self.pr.fromRef['latestCommit']
# if Bitbucket api version is >= 8.16 then use the merge-base api for 2-way diff calculation
if self.bitbucket_api_version is not None and self.bitbucket_api_version >= parse_version("8.16"):
if self.bitbucket_api_version is not None and self.bitbucket_api_version >= LooseVersion("8.16"):
try:
base_sha = self.bitbucket_client.get(self._get_merge_base())['id']
except Exception as e:
@ -192,7 +174,7 @@ class BitbucketServerProvider(GitProvider):
# if Bitbucket api version is None or < 7.0 then do a simple diff with a guaranteed common ancestor
base_sha = source_commits_list[-1]['parents'][0]['id']
# if Bitbucket api version is 7.0-8.15 then use 2-way diff functionality for the base_sha
if self.bitbucket_api_version is not None and self.bitbucket_api_version >= parse_version("7.0"):
if self.bitbucket_api_version is not None and self.bitbucket_api_version >= LooseVersion("7.0"):
try:
destination_commits = list(
self.bitbucket_client.get_commits(self.workspace_slug, self.repo_slug, base_sha,
@ -218,21 +200,25 @@ class BitbucketServerProvider(GitProvider):
case 'ADD':
edit_type = EDIT_TYPE.ADDED
new_file_content_str = self.get_file(file_path, head_sha)
new_file_content_str = decode_if_bytes(new_file_content_str)
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)
original_file_content_str = decode_if_bytes(original_file_content_str)
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)
original_file_content_str = decode_if_bytes(original_file_content_str)
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)
new_file_content_str = decode_if_bytes(new_file_content_str)
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)

View File

@ -4,15 +4,13 @@ from collections import Counter
from typing import List, Optional, Tuple
from urllib.parse import urlparse
from pr_agent.algo.language_handler import is_valid_file
from pr_agent.algo.types import EDIT_TYPE, FilePatchInfo
from pr_agent.git_providers.codecommit_client import CodeCommitClient
from pr_agent.algo.types import EDIT_TYPE, FilePatchInfo
from ..algo.utils import load_large_diff
from .git_provider import GitProvider
from ..config_loader import get_settings
from ..log import get_logger
from .git_provider import GitProvider
from pr_agent.algo.language_handler import is_valid_file
class PullRequestCCMimic:
"""

View File

@ -12,9 +12,9 @@ import requests
import urllib3.util
from git import Repo
from pr_agent.algo.types import EDIT_TYPE, FilePatchInfo
from pr_agent.config_loader import get_settings
from pr_agent.git_providers.git_provider import GitProvider
from pr_agent.algo.types import EDIT_TYPE, FilePatchInfo
from pr_agent.git_providers.local_git_provider import PullRequestMimic
from pr_agent.log import get_logger

View File

@ -1,12 +1,12 @@
from abc import ABC, abstractmethod
# enum EDIT_TYPE (ADDED, DELETED, MODIFIED, RENAMED)
from typing import Optional
from pr_agent.algo.types import FilePatchInfo
from pr_agent.algo.utils import Range, process_description
from pr_agent.config_loader import get_settings
from pr_agent.algo.types import FilePatchInfo
from pr_agent.log import get_logger
MAX_FILES_ALLOWED_FULL = 50
class GitProvider(ABC):
@ -62,8 +62,8 @@ class GitProvider(ABC):
pass
def get_pr_description(self, full: bool = True, split_changes_walkthrough=False) -> str or tuple:
from pr_agent.algo.utils import clip_tokens
from pr_agent.config_loader import get_settings
from pr_agent.algo.utils 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 split_changes_walkthrough:

View File

@ -1,30 +1,22 @@
import copy
import difflib
import hashlib
import itertools
import re
import time
import traceback
import hashlib
from datetime import datetime
from typing import Optional, Tuple
from urllib.parse import urlparse
from github import AppAuthentication, Auth, Github
from github import AppAuthentication, Auth, Github, GithubException
from retry import retry
from starlette_context import context
from ..algo.file_filter import filter_ignored
from ..algo.git_patch_processing import extract_hunk_headers
from ..algo.language_handler import is_valid_file
from ..algo.types import EDIT_TYPE
from ..algo.utils import (PRReviewHeader, Range, clip_tokens,
find_line_number_of_relevant_line_in_file,
load_large_diff, set_file_languages)
from ..algo.utils import PRReviewHeader, load_large_diff, clip_tokens, find_line_number_of_relevant_line_in_file, Range
from ..config_loader import get_settings
from ..log import get_logger
from ..servers.utils import RateLimitExceeded
from .git_provider import (MAX_FILES_ALLOWED_FULL, FilePatchInfo, GitProvider,
IncrementalPR)
from .git_provider import GitProvider, IncrementalPR, MAX_FILES_ALLOWED_FULL
from pr_agent.algo.types import EDIT_TYPE, FilePatchInfo
class GithubProvider(GitProvider):
@ -35,8 +27,10 @@ class GithubProvider(GitProvider):
except Exception:
self.installation_id = None
self.max_comment_chars = 65000
self.base_url = get_settings().get("GITHUB.BASE_URL", "https://api.github.com").rstrip("/") # "https://api.github.com"
self.base_url = get_settings().get("GITHUB.BASE_URL", "https://api.github.com").rstrip("/")
self.base_url_html = self.base_url.split("api/")[0].rstrip("/") if "api/" in self.base_url else "https://github.com"
self.base_domain = self.base_url.replace("https://", "").replace("http://", "")
self.base_domain_html = self.base_url_html.replace("https://", "").replace("http://", "")
self.github_client = self._get_github_client()
self.repo = None
self.pr_num = None
@ -203,24 +197,7 @@ class GithubProvider(GitProvider):
if avoid_load:
original_file_content_str = ""
else:
# The base.sha will point to the current state of the base branch (including parallel merges), not the original base commit when the PR was created
# We can fix this by finding the merge base commit between the PR head and base branches
# Note that The pr.head.sha is actually correct as is - it points to the latest commit in your PR branch.
# This SHA isn't affected by parallel merges to the base branch since it's specific to your PR's branch.
repo = self.repo_obj
pr = self.pr
try:
compare = repo.compare(pr.base.sha, pr.head.sha)
merge_base_commit = compare.merge_base_commit
except Exception as e:
get_logger().error(f"Failed to get merge base commit: {e}")
merge_base_commit = pr.base
if merge_base_commit.sha != pr.base.sha:
get_logger().info(
f"Using merge base commit {merge_base_commit.sha} instead of base commit "
f"{pr.base.sha} for {file.filename}")
original_file_content_str = self._get_pr_file_content(file, merge_base_commit.sha)
original_file_content_str = self._get_pr_file_content(file, self.pr.base.sha)
if not patch:
patch = load_large_diff(file.filename, new_file_content_str, original_file_content_str)
@ -256,9 +233,8 @@ class GithubProvider(GitProvider):
return diff_files
except Exception as e:
get_logger().error(f"Failing to get diff files: {e}",
artifact={"traceback": traceback.format_exc()})
except GithubException.RateLimitExceededException as e:
get_logger().error(f"Rate limit exceeded for GitHub API. Original message: {e}")
raise RateLimitExceeded("Rate limit exceeded for GitHub API.") from e
def publish_description(self, pr_title: str, pr_body: str):
@ -280,7 +256,7 @@ class GithubProvider(GitProvider):
def publish_comment(self, pr_comment: str, is_temporary: bool = False):
if is_temporary and not get_settings().config.publish_output_progress:
get_logger().debug(f"Skipping publish_comment for temporary comment: {pr_comment}")
return None
return
pr_comment = self.limit_output_characters(pr_comment, self.max_comment_chars)
response = self.pr.create_issue_comment(pr_comment)
if hasattr(response, "user") and hasattr(response.user, "login"):
@ -304,6 +280,7 @@ class GithubProvider(GitProvider):
relevant_line_in_file,
absolute_position)
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:
@ -316,9 +293,11 @@ class GithubProvider(GitProvider):
# publish all comments in a single message
self.pr.create_review(commit=self.last_commit_id, comments=comments)
except Exception as e:
get_logger().info(f"Initially failed to publish inline comments as committable")
if get_settings().config.verbosity_level >= 2:
get_logger().error(f"Failed to publish inline comments")
if (getattr(e, "status", None) == 422 and not disable_fallback):
if (getattr(e, "status", None) == 422
and get_settings().github.publish_inline_comments_fallback_with_verification and not disable_fallback):
pass # continue to try _publish_inline_comments_fallback_with_verification
else:
raise e # will end up with publishing the comments one by one
@ -326,6 +305,7 @@ class GithubProvider(GitProvider):
try:
self._publish_inline_comments_fallback_with_verification(comments)
except Exception as e:
if get_settings().config.verbosity_level >= 2:
get_logger().error(f"Failed to publish inline code comments fallback, error: {e}")
raise e
@ -351,8 +331,10 @@ class GithubProvider(GitProvider):
for comment in fixed_comments_as_one_liner:
try:
self.publish_inline_comments([comment], disable_fallback=True)
if get_settings().config.verbosity_level >= 2:
get_logger().info(f"Published invalid comment as a single line comment: {comment}")
except:
if get_settings().config.verbosity_level >= 2:
get_logger().error(f"Failed to publish invalid comment as a single line comment: {comment}")
def _verify_code_comment(self, comment: dict):
@ -411,6 +393,7 @@ class GithubProvider(GitProvider):
if fixed_comment != comment:
fixed_comments.append(fixed_comment)
except Exception as e:
if get_settings().config.verbosity_level >= 2:
get_logger().error(f"Failed to fix inline comment, error: {e}")
return fixed_comments
@ -419,21 +402,20 @@ class GithubProvider(GitProvider):
Publishes code suggestions as comments on the PR.
"""
post_parameters_list = []
code_suggestions_validated = self.validate_comments_inside_hunks(code_suggestions)
for suggestion in code_suggestions_validated:
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}")
@ -460,6 +442,7 @@ class GithubProvider(GitProvider):
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
@ -519,7 +502,6 @@ class GithubProvider(GitProvider):
elif self.deployment_type == 'user':
same_comment_creator = self.github_user_id == existing_comment['user']['login']
if existing_comment['subject_type'] == 'file' and comment['path'] == existing_comment['path'] and same_comment_creator:
headers, data_patch = self.pr._requester.requestJsonAndCheck(
"PATCH", f"{self.base_url}/repos/{self.repo}/pulls/comments/{existing_comment['id']}", input={"body":comment['body']}
)
@ -531,6 +513,7 @@ class GithubProvider(GitProvider):
)
return True
except Exception as e:
if get_settings().config.verbosity_level >= 2:
get_logger().error(f"Failed to publish diffview file summary, error: {e}")
return False
@ -628,11 +611,8 @@ class GithubProvider(GitProvider):
def _parse_pr_url(self, pr_url: str) -> Tuple[str, int]:
parsed_url = urlparse(pr_url)
if parsed_url.path.startswith('/api/v3'):
parsed_url = urlparse(pr_url.replace("/api/v3", ""))
path_parts = parsed_url.path.strip('/').split('/')
if 'api.github.com' in parsed_url.netloc or '/api/v3' in pr_url:
if self.base_domain in parsed_url.netloc:
if len(path_parts) < 5 or path_parts[3] != 'pulls':
raise ValueError("The provided URL does not appear to be a GitHub PR URL")
repo_name = '/'.join(path_parts[1:3])
@ -655,12 +635,8 @@ class GithubProvider(GitProvider):
def _parse_issue_url(self, issue_url: str) -> Tuple[str, int]:
parsed_url = urlparse(issue_url)
if 'github.com' not in parsed_url.netloc:
raise ValueError("The provided URL is not a valid GitHub URL")
path_parts = parsed_url.path.strip('/').split('/')
if 'api.github.com' in parsed_url.netloc:
if self.base_domain in parsed_url.netloc:
if len(path_parts) < 5 or path_parts[3] != 'issues':
raise ValueError("The provided URL does not appear to be a GitHub ISSUE URL")
repo_name = '/'.join(path_parts[1:3])
@ -819,6 +795,7 @@ class GithubProvider(GitProvider):
link = f"{self.base_url_html}/{self.repo}/pull/{self.pr_num}/files#diff-{sha_file}R{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 ""
@ -879,89 +856,3 @@ class GithubProvider(GitProvider):
def calc_pr_statistics(self, pull_request_data: dict):
return {}
def validate_comments_inside_hunks(self, code_suggestions):
"""
validate that all committable comments are inside PR hunks - this is a must for committable comments in GitHub
"""
code_suggestions_copy = copy.deepcopy(code_suggestions)
diff_files = self.get_diff_files()
RE_HUNK_HEADER = re.compile(
r"^@@ -(\d+)(?:,(\d+))? \+(\d+)(?:,(\d+))? @@[ ]?(.*)")
diff_files = set_file_languages(diff_files)
for suggestion in code_suggestions_copy:
try:
relevant_file_path = suggestion['relevant_file']
for file in diff_files:
if file.filename == relevant_file_path:
# generate on-demand the patches range for the relevant file
patch_str = file.patch
if not hasattr(file, 'patches_range'):
file.patches_range = []
patch_lines = patch_str.splitlines()
for i, line in enumerate(patch_lines):
if line.startswith('@@'):
match = RE_HUNK_HEADER.match(line)
# identify hunk header
if match:
section_header, size1, size2, start1, start2 = extract_hunk_headers(match)
file.patches_range.append({'start': start2, 'end': start2 + size2 - 1})
patches_range = file.patches_range
comment_start_line = suggestion.get('relevant_lines_start', None)
comment_end_line = suggestion.get('relevant_lines_end', None)
original_suggestion = suggestion.get('original_suggestion', None) # needed for diff code
if not comment_start_line or not comment_end_line or not original_suggestion:
continue
# check if the comment is inside a valid hunk
is_valid_hunk = False
min_distance = float('inf')
patch_range_min = None
# find the hunk that contains the comment, or the closest one
for i, patch_range in enumerate(patches_range):
d1 = comment_start_line - patch_range['start']
d2 = patch_range['end'] - comment_end_line
if d1 >= 0 and d2 >= 0: # found a valid hunk
is_valid_hunk = True
min_distance = 0
patch_range_min = patch_range
break
elif d1 * d2 <= 0: # comment is possibly inside the hunk
d1_clip = abs(min(0, d1))
d2_clip = abs(min(0, d2))
d = max(d1_clip, d2_clip)
if d < min_distance:
patch_range_min = patch_range
min_distance = min(min_distance, d)
if not is_valid_hunk:
if min_distance < 10: # 10 lines - a reasonable distance to consider the comment inside the hunk
# make the suggestion non-committable, yet multi line
suggestion['relevant_lines_start'] = max(suggestion['relevant_lines_start'], patch_range_min['start'])
suggestion['relevant_lines_end'] = min(suggestion['relevant_lines_end'], patch_range_min['end'])
body = suggestion['body'].strip()
# present new diff code in collapsible
existing_code = original_suggestion['existing_code'].rstrip() + "\n"
improved_code = original_suggestion['improved_code'].rstrip() + "\n"
diff = difflib.unified_diff(existing_code.split('\n'),
improved_code.split('\n'), n=999)
patch_orig = "\n".join(diff)
patch = "\n".join(patch_orig.splitlines()[5:]).strip('\n')
diff_code = f"\n\n<details><summary>New proposed code:</summary>\n\n```diff\n{patch.rstrip()}\n```"
# replace ```suggestion ... ``` with diff_code, using regex:
body = re.sub(r'```suggestion.*?```', diff_code, body, flags=re.DOTALL)
body += "\n\n</details>"
suggestion['body'] = body
get_logger().info(f"Comment was moved to a valid hunk, "
f"start_line={suggestion['relevant_lines_start']}, end_line={suggestion['relevant_lines_end']}, file={file.filename}")
else:
get_logger().error(f"Comment is not inside a valid hunk, "
f"start_line={suggestion['relevant_lines_start']}, end_line={suggestion['relevant_lines_end']}, file={file.filename}")
except Exception as e:
get_logger().error(f"Failed to process patch for committable comment, error: {e}")
return code_suggestions_copy

View File

@ -1,4 +1,3 @@
import difflib
import hashlib
import re
from typing import Optional, Tuple
@ -8,16 +7,13 @@ import gitlab
import requests
from gitlab import GitlabGetError
from pr_agent.algo.types import EDIT_TYPE, FilePatchInfo
from ..algo.file_filter import filter_ignored
from ..algo.language_handler import is_valid_file
from ..algo.utils import (clip_tokens,
find_line_number_of_relevant_line_in_file,
load_large_diff)
from ..algo.utils import load_large_diff, clip_tokens, find_line_number_of_relevant_line_in_file
from ..config_loader import get_settings
from .git_provider import GitProvider, MAX_FILES_ALLOWED_FULL
from pr_agent.algo.types import EDIT_TYPE, FilePatchInfo
from ..log import get_logger
from .git_provider import MAX_FILES_ALLOWED_FULL, GitProvider
class DiffNotFoundError(Exception):
@ -194,9 +190,6 @@ class GitLabProvider(GitProvider):
self.publish_persistent_comment_full(pr_comment, initial_header, update_header, name, final_update_message)
def publish_comment(self, mr_comment: str, is_temporary: bool = False):
if is_temporary and not get_settings().config.publish_output_progress:
get_logger().debug(f"Skipping publish_comment for temporary comment: {mr_comment}")
return None
mr_comment = self.limit_output_characters(mr_comment, self.max_comment_chars)
comment = self.mr.notes.create({'body': mr_comment})
if is_temporary:
@ -282,23 +275,20 @@ class GitLabProvider(GitProvider):
new_code_snippet = original_suggestion['improved_code']
content = original_suggestion['suggestion_content']
label = original_suggestion['label']
score = original_suggestion.get('score', 7)
if 'score' in original_suggestion:
score = original_suggestion['score']
else:
score = 7
if hasattr(self, 'main_language'):
language = self.main_language
else:
language = ''
link = self.get_line_link(relevant_file, line_start, line_end)
body_fallback =f"**Suggestion:** {content} [{label}, importance: {score}]\n\n"
body_fallback +=f"\n\n<details><summary>[{target_file.filename} [{line_start}-{line_end}]]({link}):</summary>\n\n"
body_fallback += f"\n\n___\n\n`(Cannot implement directly - GitLab API allows committable suggestions strictly on MR diff lines)`"
body_fallback+="</details>\n\n"
diff_patch = difflib.unified_diff(old_code_snippet.split('\n'),
new_code_snippet.split('\n'), n=999)
patch_orig = "\n".join(diff_patch)
patch = "\n".join(patch_orig.splitlines()[5:]).strip('\n')
diff_code = f"\n\n```diff\n{patch.rstrip()}\n```"
body_fallback += diff_code
body_fallback =f"**Suggestion:** {content} [{label}, importance: {score}]\n___\n"
body_fallback +=f"\n\nReplace lines ([{line_start}-{line_end}]({link}))\n\n```{language}\n{old_code_snippet}\n````\n\n"
body_fallback +=f"with\n\n```{language}\n{new_code_snippet}\n````"
body_fallback += f"\n\n___\n\n`(Cannot implement this suggestion directly, as gitlab API does not enable committing to a non -+ line in a PR)`"
# Create a general note on the file in the MR
self.mr.notes.create({
@ -311,7 +301,6 @@ class GitLabProvider(GitProvider):
'file_path': f'{target_file.filename}',
}
})
get_logger().debug(f"Created fallback comment in MR {self.id_mr} with position {pos_obj}")
# get_logger().debug(
# f"Failed to create comment in MR {self.id_mr} with position {pos_obj} (probably not a '+' line)")

View File

@ -4,9 +4,9 @@ from typing import List
from git import Repo
from pr_agent.algo.types import EDIT_TYPE, FilePatchInfo
from pr_agent.config_loader import _find_repository_root, get_settings
from pr_agent.git_providers.git_provider import GitProvider
from pr_agent.algo.types import EDIT_TYPE, FilePatchInfo
from pr_agent.log import get_logger

View File

@ -3,12 +3,11 @@ import os
import tempfile
from dynaconf import Dynaconf
from starlette_context import context
from pr_agent.config_loader import get_settings
from pr_agent.git_providers import (get_git_provider,
get_git_provider_with_context)
from pr_agent.git_providers import get_git_provider, get_git_provider_with_context
from pr_agent.log import get_logger
from starlette_context import context
def apply_repo_settings(pr_url):
@ -28,11 +27,8 @@ def apply_repo_settings(pr_url):
except Exception:
pass
error_local = None
if repo_settings:
repo_settings_file = None
category = 'local'
try:
fd, repo_settings_file = tempfile.mkstemp(suffix='.toml')
os.write(fd, repo_settings)
new_settings = Dynaconf(settings_files=[repo_settings_file])
@ -43,12 +39,6 @@ def apply_repo_settings(pr_url):
get_settings().unset(section)
get_settings().set(section, section_dict, merge=False)
get_logger().info(f"Applying repo settings:\n{new_settings.as_dict()}")
except Exception as e:
get_logger().warning(f"Failed to apply repo {category} settings, error: {str(e)}")
error_local = {'error': str(e), 'settings': repo_settings, 'category': category}
if error_local:
handle_configurations_errors([error_local], git_provider)
except Exception as e:
get_logger().exception("Failed to apply repo settings", e)
finally:
@ -59,64 +49,15 @@ def apply_repo_settings(pr_url):
get_logger().error(f"Failed to remove temporary settings file {repo_settings_file}", e)
# enable switching models with a short definition
if get_settings().config.model.lower() == 'claude-3-5-sonnet':
if get_settings().config.model.lower()=='claude-3-5-sonnet':
set_claude_model()
def handle_configurations_errors(config_errors, git_provider):
try:
if not any(config_errors):
return
for err in config_errors:
if err:
configuration_file_content = err['settings'].decode()
err_message = err['error']
config_type = err['category']
header = f"❌ **PR-Agent failed to apply '{config_type}' repo settings**"
body = f"{header}\n\nThe configuration file needs to be a valid [TOML](https://qodo-merge-docs.qodo.ai/usage-guide/configuration_options/), please fix it.\n\n"
body += f"___\n\n**Error message:**\n`{err_message}`\n\n"
if git_provider.is_supported("gfm_markdown"):
body += f"\n\n<details><summary>Configuration content:</summary>\n\n```toml\n{configuration_file_content}\n```\n\n</details>"
else:
body += f"\n\n**Configuration content:**\n\n```toml\n{configuration_file_content}\n```\n\n"
get_logger().warning(f"Sending a 'configuration error' comment to the PR", artifact={'body': body})
# git_provider.publish_comment(body)
if hasattr(git_provider, 'publish_persistent_comment'):
git_provider.publish_persistent_comment(body,
initial_header=header,
update_header=False,
final_update_message=False)
else:
git_provider.publish_comment(body)
except Exception as e:
get_logger().exception(f"Failed to handle configurations errors", e)
def set_claude_model():
"""
set the claude-sonnet-3.5 model easily (even by users), just by stating: --config.model='claude-3-5-sonnet'
"""
model_claude = "bedrock/anthropic.claude-3-5-sonnet-20240620-v1:0"
get_settings().set('config.model', model_claude)
get_settings().set('config.model_weak', model_claude)
get_settings().set('config.model_turbo', model_claude)
get_settings().set('config.fallback_models', [model_claude])
def is_user_name_a_bot(name: str) -> bool:
if not name:
return False
bot_indicators = ['codium', 'bot_', 'bot-', '_bot', '-bot', 'qodo', "service", "github", "jenkins", "auto",
"cicd", "validator", "ci-", "assistant", "srv-"]
return any(indicator in name.lower() for indicator in bot_indicators)
def is_pr_description_indicating_bot(description: str) -> bool:
if not description:
return False
bot_descriptions = ["Snyk has created this PR", "This PR was created automatically by",
"This PR was created by a bot",
"This pull request was automatically generated by"]
# Check is it's a Snyk bot
if any(bot_description in description for bot_description in bot_descriptions):
return True

View File

@ -1,6 +1,5 @@
from pr_agent.config_loader import get_settings
from pr_agent.identity_providers.default_identity_provider import \
DefaultIdentityProvider
from pr_agent.identity_providers.default_identity_provider import DefaultIdentityProvider
_IDENTITY_PROVIDERS = {
'default': DefaultIdentityProvider

View File

@ -1,5 +1,4 @@
from pr_agent.identity_providers.identity_provider import (Eligibility,
IdentityProvider)
from pr_agent.identity_providers.identity_provider import Eligibility, IdentityProvider
class DefaultIdentityProvider(IdentityProvider):

View File

@ -8,10 +8,12 @@ def get_secret_provider():
provider_id = get_settings().config.secret_provider
if provider_id == 'google_cloud_storage':
try:
from pr_agent.secret_providers.google_cloud_storage_secret_provider import \
GoogleCloudStorageSecretProvider
from pr_agent.secret_providers.google_cloud_storage_secret_provider import GoogleCloudStorageSecretProvider
return GoogleCloudStorageSecretProvider()
except Exception as e:
raise ValueError(f"Failed to initialize google_cloud_storage secret provider {provider_id}") from e
else:
raise ValueError("Unknown SECRET_PROVIDER")

View File

@ -16,9 +16,8 @@
},
"scopes": [
"account",
"repository:write",
"pullrequest:write",
"wiki"
"repository",
"pullrequest"
],
"contexts": [
"account"

View File

@ -9,9 +9,9 @@ import secrets
from urllib.parse import unquote
import uvicorn
from fastapi import APIRouter, Depends, FastAPI, HTTPException, Request
from fastapi.encoders import jsonable_encoder
from fastapi import APIRouter, Depends, FastAPI, HTTPException
from fastapi.security import HTTPBasic, HTTPBasicCredentials
from fastapi.encoders import jsonable_encoder
from starlette import status
from starlette.background import BackgroundTasks
from starlette.middleware import Middleware
@ -23,6 +23,9 @@ from pr_agent.agent.pr_agent import PRAgent, command2class
from pr_agent.algo.utils import update_settings_from_args
from pr_agent.config_loader import get_settings
from pr_agent.git_providers.utils import apply_repo_settings
from pr_agent.log import get_logger
from fastapi import Request, Depends
from fastapi.security import HTTPBasic, HTTPBasicCredentials
from pr_agent.log import LoggingFormat, get_logger, setup_logger
setup_logger(fmt=LoggingFormat.JSON, level="DEBUG")
@ -64,9 +67,6 @@ def authorize(credentials: HTTPBasicCredentials = Depends(security)):
async def _perform_commands_azure(commands_conf: str, agent: PRAgent, api_url: str, log_context: dict):
apply_repo_settings(api_url)
if commands_conf == "pr_commands" and get_settings().config.disable_auto_feedback: # auto commands for PR, and auto feedback is disabled
get_logger().info(f"Auto feedback is disabled, skipping auto commands for PR {api_url=}", **log_context)
return
commands = get_settings().get(f"azure_devops_server.{commands_conf}")
get_settings().set("config.is_auto_command", True)
for command in commands:

View File

@ -19,7 +19,7 @@ from starlette_context.middleware import RawContextMiddleware
from pr_agent.agent.pr_agent import PRAgent
from pr_agent.algo.utils import update_settings_from_args
from pr_agent.config_loader import get_settings, global_settings
from pr_agent.git_providers.utils import apply_repo_settings, is_user_name_a_bot, is_pr_description_indicating_bot
from pr_agent.git_providers.utils import apply_repo_settings
from pr_agent.identity_providers import get_identity_provider
from pr_agent.identity_providers.identity_provider import Eligibility
from pr_agent.log import LoggingFormat, get_logger, setup_logger
@ -75,14 +75,8 @@ async def handle_manifest(request: Request, response: Response):
return JSONResponse(manifest_obj)
async def _perform_commands_bitbucket(commands_conf: str, agent: PRAgent, api_url: str, log_context: dict, data: dict):
async def _perform_commands_bitbucket(commands_conf: str, agent: PRAgent, api_url: str, log_context: dict):
apply_repo_settings(api_url)
if commands_conf == "pr_commands" and get_settings().config.disable_auto_feedback: # auto commands for PR, and auto feedback is disabled
get_logger().info(f"Auto feedback is disabled, skipping auto commands for PR {api_url=}")
return
if data.get("event", "") == "pullrequest:created":
if not should_process_pr_logic(data):
return
commands = get_settings().get(f"bitbucket_app.{commands_conf}", {})
get_settings().set("config.is_auto_command", True)
for command in commands:
@ -101,25 +95,11 @@ async def _perform_commands_bitbucket(commands_conf: str, agent: PRAgent, api_ur
def is_bot_user(data) -> bool:
try:
actor = data.get("data", {}).get("actor", {})
description = data.get("data", {}).get("pullrequest", {}).get("description", "")
# allow actor type: user . if it's "AppUser" or "team" then it is a bot user
allowed_actor_types = {"user"}
if actor and actor["type"].lower() not in allowed_actor_types:
get_logger().info(f"BitBucket actor type is not 'user', skipping: {actor}")
return True
username = actor.get("username", "")
if username and is_user_name_a_bot(username):
get_logger().info(f"BitBucket actor is a bot user, skipping: {username}")
return True
if description and is_pr_description_indicating_bot(description):
get_logger().info(f"Description indicates a bot user: {actor}",
artifact={"description": description})
if data["data"]["actor"]["type"] != "user":
get_logger().info(f"BitBucket actor type is not 'user': {data['data']['actor']['type']}")
return True
except Exception as e:
get_logger().error(f"Failed 'is_bot_user' logic: {e}")
get_logger().error("Failed 'is_bot_user' logic: {e}")
return False
@ -178,18 +158,16 @@ async def handle_github_webhooks(background_tasks: BackgroundTasks, request: Req
return "OK"
# Get the username of the sender
actor = data.get("data", {}).get("actor", {})
if actor:
try:
username = actor["username"]
username = data["data"]["actor"]["username"]
except KeyError:
try:
username = actor["display_name"]
username = data["data"]["actor"]["display_name"]
except KeyError:
username = actor["nickname"]
username = data["data"]["actor"]["nickname"]
log_context["sender"] = username
sender_id = data.get("data", {}).get("actor", {}).get("account_id", "")
sender_id = data["data"]["actor"]["account_id"]
log_context["sender_id"] = sender_id
jwt_parts = input_jwt.split(".")
claim_part = jwt_parts[1]
@ -215,7 +193,7 @@ async def handle_github_webhooks(background_tasks: BackgroundTasks, request: Req
if get_identity_provider().verify_eligibility("bitbucket",
sender_id, pr_url) is not Eligibility.NOT_ELIGIBLE:
if get_settings().get("bitbucket_app.pr_commands"):
await _perform_commands_bitbucket("pr_commands", PRAgent(), pr_url, log_context, data)
await _perform_commands_bitbucket("pr_commands", PRAgent(), pr_url, log_context)
elif event == "pullrequest:comment_created":
pr_url = data["data"]["pullrequest"]["links"]["html"]["href"]
log_context["api_url"] = pr_url

View File

@ -6,20 +6,20 @@ from typing import List
import uvicorn
from fastapi import APIRouter, FastAPI
from fastapi.encoders import jsonable_encoder
from fastapi.responses import RedirectResponse
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.algo.utils import update_settings_from_args
from pr_agent.config_loader import get_settings
from pr_agent.git_providers.utils import apply_repo_settings
from pr_agent.log import LoggingFormat, get_logger, setup_logger
from pr_agent.servers.utils import verify_signature
from fastapi.responses import RedirectResponse
setup_logger(fmt=LoggingFormat.JSON, level="DEBUG")
router = APIRouter()
@ -72,11 +72,6 @@ async def handle_webhook(background_tasks: BackgroundTasks, request: Request):
commands_to_run = []
if data["eventKey"] == "pr:opened":
apply_repo_settings(pr_url)
if get_settings().config.disable_auto_feedback: # auto commands for PR, and auto feedback is disabled
get_logger().info(f"Auto feedback is disabled, skipping auto commands for PR {pr_url}", **log_context)
return
get_settings().set("config.is_auto_command", True)
commands_to_run.extend(_get_commands_list_from_settings('BITBUCKET_SERVER.PR_COMMANDS'))
elif data["eventKey"] == "pr:comment:added":
commands_to_run.append(data["comment"]["text"])

View File

@ -15,10 +15,9 @@ from starlette_context.middleware import RawContextMiddleware
from pr_agent.agent.pr_agent import PRAgent
from pr_agent.algo.utils import update_settings_from_args
from pr_agent.config_loader import get_settings, global_settings
from pr_agent.git_providers import (get_git_provider,
get_git_provider_with_context)
from pr_agent.git_providers import get_git_provider, get_git_provider_with_context
from pr_agent.git_providers.git_provider import IncrementalPR
from pr_agent.git_providers.utils import apply_repo_settings, is_user_name_a_bot, is_pr_description_indicating_bot
from pr_agent.git_providers.utils import apply_repo_settings
from pr_agent.identity_providers import get_identity_provider
from pr_agent.identity_providers.identity_provider import Eligibility
from pr_agent.log import LoggingFormat, get_logger, setup_logger
@ -238,28 +237,19 @@ def get_log_context(body, event, action, build_number):
return log_context, sender, sender_id, sender_type
def is_bot_user(sender, sender_type, user_description):
def is_bot_user(sender, sender_type):
try:
# logic to ignore PRs opened by bot
if get_settings().get("GITHUB_APP.IGNORE_BOT_PR", False):
if sender_type.lower() == "bot":
if get_settings().get("GITHUB_APP.IGNORE_BOT_PR", False) and sender_type == "Bot":
if 'pr-agent' not in sender:
get_logger().info(f"Ignoring PR from '{sender=}' because it is a bot")
return True
if is_user_name_a_bot(sender):
get_logger().info(f"Ignoring PR from '{sender=}' because it is a bot")
return True
# Ignore PRs opened by bot users based on their description
if isinstance(user_description, str) and is_pr_description_indicating_bot(user_description):
get_logger().info(f"Description indicates a bot user: {sender}",
artifact={"description": user_description})
return True
except Exception as e:
get_logger().error(f"Failed 'is_bot_user' logic: {e}")
return False
def should_process_pr_logic(body) -> bool:
def should_process_pr_logic(sender_type, sender, body) -> bool:
try:
pull_request = body.get("pull_request", {})
title = pull_request.get("title", "")
@ -316,11 +306,10 @@ async def handle_request(body: Dict[str, Any], event: str):
log_context, sender, sender_id, sender_type = get_log_context(body, event, action, build_number)
# logic to ignore PRs opened by bot, PRs with specific titles, labels, source branches, or target branches
pr_description = body.get("pull_request", {}).get("body", "")
if is_bot_user(sender, sender_type, pr_description) and 'check_run' not in body:
if is_bot_user(sender, sender_type):
return {}
if action != 'created' and 'check_run' not in body:
if not should_process_pr_logic(body):
if not should_process_pr_logic(sender_type, sender, body):
return {}
if 'check_run' in body: # handle failed checks
@ -384,11 +373,6 @@ def _check_pull_request_event(action: str, body: dict, log_context: dict) -> Tup
async def _perform_auto_commands_github(commands_conf: str, agent: PRAgent, body: dict, api_url: str,
log_context: dict):
apply_repo_settings(api_url)
if commands_conf == "pr_commands" and get_settings().config.disable_auto_feedback: # auto commands for PR, and auto feedback is disabled
get_logger().info(f"Auto feedback is disabled, skipping auto commands for PR {api_url=}")
return
if not should_process_pr_logic(body): # Here we already updated the configuration with the repo settings
return {}
commands = get_settings().get(f"github_app.{commands_conf}")
if not commands:
get_logger().info(f"New PR, but no auto commands configured")

View File

@ -1,12 +1,11 @@
import asyncio
import multiprocessing
import time
import traceback
from collections import deque
import traceback
from datetime import datetime, timezone
import aiohttp
import time
import requests
import aiohttp
from pr_agent.agent.pr_agent import PRAgent
from pr_agent.config_loader import get_settings
@ -84,7 +83,6 @@ async def is_valid_notification(notification, headers, handled_ids, session, use
return False, handled_ids
async with session.get(latest_comment, headers=headers) as comment_response:
check_prev_comments = False
user_tag = "@" + user_id
if comment_response.status == 200:
comment = await comment_response.json()
if 'id' in comment:
@ -102,6 +100,7 @@ async def is_valid_notification(notification, headers, handled_ids, session, use
get_logger().debug(f"no comment_body")
check_prev_comments = True
else:
user_tag = "@" + user_id
if user_tag not in comment_body:
get_logger().debug(f"user_tag not in comment_body")
check_prev_comments = True

View File

@ -1,6 +1,6 @@
import copy
import json
import re
import json
from datetime import datetime
import uvicorn
@ -15,7 +15,7 @@ from starlette_context.middleware import RawContextMiddleware
from pr_agent.agent.pr_agent import PRAgent
from pr_agent.algo.utils import update_settings_from_args
from pr_agent.config_loader import get_settings, global_settings
from pr_agent.git_providers.utils import apply_repo_settings, is_user_name_a_bot, is_pr_description_indicating_bot
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
@ -59,13 +59,8 @@ async def handle_request(api_url: str, body: str, log_context: dict, sender_id:
async def _perform_commands_gitlab(commands_conf: str, agent: PRAgent, api_url: str,
log_context: dict, data: dict):
log_context: dict):
apply_repo_settings(api_url)
if commands_conf == "pr_commands" and get_settings().config.disable_auto_feedback: # auto commands for PR, and auto feedback is disabled
get_logger().info(f"Auto feedback is disabled, skipping auto commands for PR {api_url=}", **log_context)
return
if not should_process_pr_logic(data): # Here we already updated the configurations
return
commands = get_settings().get(f"gitlab.{commands_conf}", {})
get_settings().set("config.is_auto_command", True)
for command in commands:
@ -86,25 +81,17 @@ def is_bot_user(data) -> bool:
try:
# logic to ignore bot users (unlike Github, no direct flag for bot users in gitlab)
sender_name = data.get("user", {}).get("name", "unknown").lower()
if is_user_name_a_bot(sender_name):
bot_indicators = ['codium', 'bot_', 'bot-', '_bot', '-bot']
if any(indicator in sender_name for indicator in bot_indicators):
get_logger().info(f"Skipping GitLab bot user: {sender_name}")
return True
pr_description = data.get('object_attributes', {}).get('description', '')
if pr_description and is_pr_description_indicating_bot(pr_description):
get_logger().info(f"Description indicates a bot user: {sender_name}",
artifact={"description": pr_description})
return True
except Exception as e:
get_logger().error(f"Failed 'is_bot_user' logic: {e}")
return False
def should_process_pr_logic(data) -> bool:
def should_process_pr_logic(data, title) -> bool:
try:
if not data.get('object_attributes', {}):
return False
title = data['object_attributes'].get('title')
# logic to ignore MRs for titles, labels and source, target branches.
ignore_mr_title = get_settings().get("CONFIG.IGNORE_PR_TITLE", [])
ignore_mr_labels = get_settings().get("CONFIG.IGNORE_PR_LABELS", [])
@ -146,7 +133,6 @@ def should_process_pr_logic(data) -> bool:
async def gitlab_webhook(background_tasks: BackgroundTasks, request: Request):
start_time = datetime.now()
request_json = await request.json()
context["settings"] = copy.deepcopy(global_settings)
async def inner(data: dict):
log_context = {"server_type": "gitlab_app"}
@ -162,6 +148,7 @@ async def gitlab_webhook(background_tasks: BackgroundTasks, request: Request):
secret_dict = json.loads(secret)
gitlab_token = secret_dict["gitlab_token"]
log_context["token_id"] = secret_dict.get("token_name", secret_dict.get("id", "unknown"))
context["settings"] = copy.deepcopy(global_settings)
context["settings"].gitlab.personal_access_token = gitlab_token
except Exception as e:
get_logger().error(f"Failed to validate secret {request_token}: {e}")
@ -186,9 +173,9 @@ async def gitlab_webhook(background_tasks: BackgroundTasks, request: Request):
# ignore bot users
if is_bot_user(data):
return JSONResponse(status_code=status.HTTP_200_OK, content=jsonable_encoder({"message": "success"}))
if data.get('event_type') != 'note': # not a comment
if data.get('event_type') != 'note' and data.get('object_attributes', {}): # not a comment
# ignore MRs based on title, labels, source and target branches
if not should_process_pr_logic(data):
if not should_process_pr_logic(data, data['object_attributes'].get('title')):
return JSONResponse(status_code=status.HTTP_200_OK, content=jsonable_encoder({"message": "success"}))
log_context["sender"] = sender
@ -201,7 +188,7 @@ async def gitlab_webhook(background_tasks: BackgroundTasks, request: Request):
get_logger().info(f"Skipping draft MR: {url}")
return JSONResponse(status_code=status.HTTP_200_OK, content=jsonable_encoder({"message": "success"}))
await _perform_commands_gitlab("pr_commands", PRAgent(), url, log_context, data)
await _perform_commands_gitlab("pr_commands", PRAgent(), url, log_context)
elif data.get('object_kind') == 'note' and data.get('event_type') == 'note': # comment on MR
if 'merge_request' in data:
mr = data['merge_request']
@ -233,7 +220,7 @@ async def gitlab_webhook(background_tasks: BackgroundTasks, request: Request):
content=jsonable_encoder({"message": "success"}))
get_logger().debug(f'A push event has been received: {url}')
await _perform_commands_gitlab("push_commands", PRAgent(), url, log_context, data)
await _perform_commands_gitlab("push_commands", PRAgent(), url, log_context)
except Exception as e:
get_logger().error(f"Failed to handle push event: {e}")

View File

@ -5,6 +5,7 @@ from starlette_context.middleware import RawContextMiddleware
from pr_agent.servers.github_app import router
middleware = [Middleware(RawContextMiddleware)]
app = FastAPI(middleware=middleware)
app.include_router(router)

View File

@ -2,7 +2,7 @@ import hashlib
import hmac
import time
from collections import defaultdict
from typing import Any, Callable
from typing import Callable, Any
from fastapi import HTTPException

View File

@ -43,9 +43,6 @@ api_base = "" # the base url for your local Llama 2, Code Llama, and other model
vertex_project = "" # the google cloud platform project name for your vertexai deployment
vertex_location = "" # the google cloud platform location for your vertexai deployment
[google_ai_studio]
gemini_api_key = "" # the google AI Studio API key
[github]
# ---- Set the following only for deployment type == "user"
user_token = "" # A GitHub personal access token with 'repo' scope.
@ -63,7 +60,6 @@ webhook_secret = "<WEBHOOK SECRET>" # Optional, may be commented out.
[gitlab]
# Gitlab personal access token
personal_access_token = ""
shared_secret = "" # webhook secret
[bitbucket]
# For Bitbucket personal/repository bearer token

View File

@ -1,20 +1,18 @@
[config]
# models
model="gpt-4o-2024-11-20"
fallback_models=["gpt-4o-2024-08-06"]
#model_weak="gpt-4o-mini-2024-07-18" # optional, a weaker model to use for some easier tasks
model="gpt-4-turbo-2024-04-09"
model_turbo="gpt-4o-2024-08-06"
fallback_models=["gpt-4o-2024-05-13"]
# CLI
git_provider="github"
publish_output=true
publish_output_progress=true
publish_output_no_suggestions=true
verbosity_level=0 # 0,1,2
use_extra_bad_extensions=false
# Configurations
use_wiki_settings_file=true
use_repo_settings_file=true
use_global_settings_file=true
disable_auto_feedback = false
ai_timeout=120 # 2minutes
skip_keys = []
# token limits
@ -53,11 +51,14 @@ require_tests_review=true
require_estimate_effort_to_review=true
require_can_be_split_review=false
require_security_review=true
require_ticket_analysis_review=true
# soc2
require_soc2_ticket=false
soc2_ticket_prompt="Does the PR description include a link to ticket in a project management system (e.g., Jira, Asana, Trello, etc.) ?"
# general options
num_code_suggestions=0 # legacy mode. use the `improve` command instead
num_code_suggestions=0
inline_code_comments = false
ask_and_reflect=false
#automatic_review=true
persistent_comment=true
extra_instructions = ""
final_update_message = true
@ -76,7 +77,7 @@ maximal_review_effort=5
[pr_description] # /describe #
publish_labels=false
publish_labels=true
add_original_user_description=true
generate_ai_title=false
use_bullet_points=true
@ -107,13 +108,13 @@ enable_help_text=false
[pr_code_suggestions] # /improve #
max_context_tokens=16000
max_context_tokens=14000
#
commitable_code_suggestions = false
dual_publishing_score_threshold=-1 # -1 to disable, [0-10] to set the threshold (>=) for publishing a code suggestion both in a table and as commitable
focus_only_on_problems=true
#
extra_instructions = ""
rank_suggestions = false
enable_help_text=false
enable_chat_text=false
enable_intro_text=true
@ -122,23 +123,21 @@ max_history_len=4
# enable to apply suggestion 💎
apply_suggestions_checkbox=true
# suggestions scoring
self_reflect_on_suggestions=true
suggestions_score_threshold=0 # [0-10]| recommend not to set this value above 8, since above it may clip highly relevant suggestions
# params for '/improve --extended' mode
auto_extended_mode=true
num_code_suggestions_per_chunk=4
max_number_of_calls = 3
parallel_calls = true
rank_extended_suggestions = false
final_clip_factor = 0.8
# self-review checkbox
demand_code_suggestions_self_review=false # add a checkbox for the author to self-review the code suggestions
code_suggestions_self_review_text= "**Author self-review**: I have reviewed the PR code suggestions, and addressed the relevant ones."
approve_pr_on_self_review=false # Pro feature. if true, the PR will be auto-approved after the author clicks on the self-review checkbox
fold_suggestions_on_self_review=true # Pro feature. if true, the code suggestions will be folded after the author clicks on the self-review checkbox
# Suggestion impact 💎
# Suggestion impact
publish_post_process_suggestion_impact=true
wiki_page_accepted_suggestions=true
allow_thumbs_up_down=false
[pr_custom_prompt] # /custom_prompt #
prompt = """\
@ -218,7 +217,7 @@ override_deployment_type = true
handle_pr_actions = ['opened', 'reopened', 'ready_for_review']
pr_commands = [
"/describe --pr_description.final_update_message=false",
"/review",
"/review --pr_reviewer.num_code_suggestions=0",
"/improve",
]
# settings for "pull_request" event with "synchronize" action - used to detect and handle push triggers for new commits
@ -230,27 +229,27 @@ push_trigger_pending_tasks_backlog = true
push_trigger_pending_tasks_ttl = 300
push_commands = [
"/describe",
"/review",
"/review --pr_reviewer.num_code_suggestions=0",
]
[gitlab]
url = "https://gitlab.com"
pr_commands = [
"/describe --pr_description.final_update_message=false",
"/review",
"/review --pr_reviewer.num_code_suggestions=0",
"/improve",
]
handle_push_trigger = false
push_commands = [
"/describe",
"/review",
"/review --pr_reviewer.num_code_suggestions=0",
]
[bitbucket_app]
pr_commands = [
"/describe --pr_description.final_update_message=false",
"/review",
"/improve --pr_code_suggestions.commitable_code_suggestions=true",
"/review --pr_reviewer.num_code_suggestions=0",
"/improve --pr_code_suggestions.commitable_code_suggestions=true --pr_code_suggestions.suggestions_score_threshold=7",
]
avoid_full_files = false
@ -275,8 +274,8 @@ avoid_full_files = false
url = ""
pr_commands = [
"/describe --pr_description.final_update_message=false",
"/review",
"/improve --pr_code_suggestions.commitable_code_suggestions=true",
"/review --pr_reviewer.num_code_suggestions=0",
"/improve --pr_code_suggestions.commitable_code_suggestions=true --pr_code_suggestions.suggestions_score_threshold=7",
]
[litellm]

View File

@ -1,10 +1,7 @@
[pr_code_suggestions_prompt]
system="""You are PR-Reviewer, an AI specializing in Pull Request (PR) code analysis and suggestions.
{%- if not focus_only_on_problems %}
Your task is to examine the provided code diff, focusing on new code (lines prefixed with '+'), and offer concise, actionable suggestions to fix possible bugs and problems, and enhance code quality and performance.
{%- else %}
Your task is to examine the provided code diff, focusing on new code (lines prefixed with '+'), and offer concise, actionable suggestions to fix critical bugs and problems.
{%- endif %}
Your task is to examine the provided code diff, focusing on new code (lines prefixed with '+'), and offer concise, actionable suggestions to fix possible bugs and problems, and enhance code quality, readability, and performance.
The PR code diff will be in the following structured format:
======
@ -17,10 +14,10 @@ The PR code diff will be in the following structured format:
@@ ... @@ def func1():
__new hunk__
unchanged code line0 in the PR
unchanged code line1 in the PR
+new code line2 added in the PR
unchanged code line3 in the PR
11 unchanged code line0 in the PR
12 unchanged code line1 in the PR
13 +new code line2 added in the PR
14 unchanged code line3 in the PR
__old hunk__
unchanged code line0
unchanged code line1
@ -29,15 +26,17 @@ __old hunk__
@@ ... @@ def func2():
__new hunk__
unchanged code line4
+new code line5 removed in the PR
unchanged code line6
...
__old hunk__
...
## File: 'src/file2.py'
...
======
- In the format above, the diff is organized into separate '__new hunk__' and '__old hunk__' sections for each code chunk. '__new hunk__' contains the updated code, while '__old hunk__' shows the removed code. If no code was removed in a specific chunk, the __old hunk__ section will be omitted.
- In the format above, the diff is organized into separate '__new hunk__' and '__old hunk__' sections for each code chunk. '__new hunk__' contains the updated code, while '__old hunk__' shows the removed code. If no code was added or removed in a specific chunk, the corresponding section will be omitted.
- Line numbers were added for the '__new hunk__' sections to help referencing specific lines in the code suggestions. These numbers are for reference only and are not part of the actual code.
- Code lines are prefixed with symbols: '+' for new code added in the PR, '-' for code removed, and ' ' for unchanged code.
{%- if is_ai_metadata %}
- When available, an AI-generated summary will precede each file's diff, with a high-level overview of the changes. Note that this summary may not be fully accurate or complete.
@ -45,20 +44,12 @@ __new hunk__
Specific guidelines for generating code suggestions:
{%- if not focus_only_on_problems %}
- Provide up to {{ num_code_suggestions }} distinct and insightful code suggestions.
{%- else %}
- Provide up to {{ num_code_suggestions }} distinct and insightful code suggestions. Return less suggestions if no pertinent ones are applicable.
{%- endif %}
- Focus solely on enhancing new code introduced in the PR, identified by '+' prefixes in '__new hunk__' sections.
{%- if not focus_only_on_problems %}
- Focus solely on enhancing new code introduced in the PR, identified by '+' prefixes in '__new hunk__' sections (after the line numbers).
- Prioritize suggestions that address potential issues, critical problems, and bugs in the PR code. Avoid repeating changes already implemented in the PR. If no pertinent suggestions are applicable, return an empty list.
{%- else %}
- Only give suggestions that address critical problems and bugs in the PR code. If no relevant suggestions are applicable, return an empty list.
{%- endif %}
- Don't suggest to add docstring, type hints, or comments, to remove unused imports, or to use more specific exception types.
- Avoid proposing additions of docstrings, type hints, or comments, or the removal of unused imports.
- When referencing variables or names from the code, enclose them in backticks (`). Example: "ensure that `variable_name` is..."
- Be mindful you are viewing a partial PR code diff, not the full codebase. Avoid suggestions that might conflict with unseen code or alerting variables not declared in the visible scope, as the context is incomplete.
- Be mindful you are viewing a partial PR code diff, not the full codebase. Avoid suggestions that might conflict with unseen code or alerting on variables not declared in the visible scope, as the context is incomplete.
{%- if extra_instructions %}
@ -77,14 +68,12 @@ class CodeSuggestion(BaseModel):
relevant_file: str = Field(description="Full path of the relevant file")
language: str = Field(description="Programming language used by the relevant file")
suggestion_content: str = Field(description="An actionable suggestion to enhance, improve or fix the new code introduced in the PR. Don't present here actual code snippets, just the suggestion. Be short and concise")
existing_code: str = Field(description="A short code snippet from a '__new hunk__' section that the suggestion aims to enhance or fix. Include only complete code lines. Use ellipsis (...) for brevity if needed. This snippet should represent the specific PR code targeted for improvement.")
existing_code: str = Field(description="A short code snippet from a '__new hunk__' section that the suggestion aims to enhance or fix. Include only complete code lines, without line numbers. Use ellipsis (...) for brevity if needed. This snippet should represent the specific PR code targeted for improvement.")
improved_code: str = Field(description="A refined code snippet that replaces the 'existing_code' snippet after implementing the suggestion.")
one_sentence_summary: str = Field(description="A concise, single-sentence overview of the suggested improvement. Focus on the 'what'. Be general, and avoid method or variable names.")
{%- if not focus_only_on_problems %}
label: str = Field(description="A single, descriptive label that best characterizes the suggestion type. Possible labels include 'security', 'possible bug', 'possible issue', 'performance', 'enhancement', 'best practice', 'maintainability', 'typo'. Other relevant labels are also acceptable.")
{%- else %}
label: str = Field(description="A single, descriptive label that best characterizes the suggestion type. Possible labels include 'security', 'critical bug', 'general'. The 'general' section should be used for suggestions that address a major issue, but are necessarily on a critical level.")
{%- endif %}
relevant_lines_start: int = Field(description="The relevant line number, from a '__new hunk__' section, where the suggestion starts (inclusive). Should be derived from the hunk line numbers, and correspond to the beginning of the 'existing code' snippet above")
relevant_lines_end: int = Field(description="The relevant line number, from a '__new hunk__' section, where the suggestion ends (inclusive). Should be derived from the hunk line numbers, and correspond to the end of the 'existing code' snippet above")
label: str = Field(description="A single, descriptive label that best characterizes the suggestion type. Possible labels include 'security', 'possible bug', 'possible issue', 'performance', 'enhancement', 'best practice', 'maintainability'. Other relevant labels are also acceptable.")
class PRCodeSuggestions(BaseModel):
@ -107,6 +96,8 @@ code_suggestions:
...
one_sentence_summary: |
...
relevant_lines_start: 12
relevant_lines_end: 13
label: |
...
```
@ -122,7 +113,7 @@ Title: '{{title}}'
The PR Diff:
======
{{ diff_no_line_numbers|trim }}
{{ diff|trim }}
======

View File

@ -15,8 +15,8 @@ Be particularly vigilant for suggestions that:
- Contradict or ignore parts of the PR's modifications
In such cases, assign the suggestion a score of 0.
Evaluate each valid suggestion by scoring its potential impact on the PR's correctness, quality and functionality.
In addition, you should also detect the line numbers in the '__new hunk__' section that correspond to the 'existing_code' snippet.
For valid suggestions, your role is to provide an impartial and precise score assessment that accurately reflects each suggestion's potential impact on the PR's correctness, quality and functionality.
Key guidelines for evaluation:
- Thoroughly examine both the suggestion content and the corresponding PR code diff. Be vigilant for potential errors in each suggestion, ensuring they are logically sound, accurate, and directly derived from the PR code diff.
@ -29,14 +29,6 @@ Key guidelines for evaluation:
- Avoid inflating scores for suggestions that, while correct, offer only marginal improvements or optimizations.
- Maintain the original order of suggestions in your feedback, corresponding to their input sequence.
Additional scoring considerations:
- If the suggestion is not actionable, and only asks the user to verify or ensure a change, reduce its score by 1-2 points.
- Assign a score of 0 to suggestions aiming at:
- Adding docstring, type hints, or comments
- Remove unused imports or variables
- Using more specific exception types.
The PR code diff will be presented in the following structured format:
======
@ -82,8 +74,6 @@ The output must be a YAML object equivalent to type $PRCodeSuggestionsFeedback,
class CodeSuggestionFeedback(BaseModel):
suggestion_summary: str = Field(description="Repeated from the input")
relevant_file: str = Field(description="Repeated from the input")
relevant_lines_start: int = Field(description="The relevant line number, from a '__new hunk__' section, where the suggestion starts (inclusive). Should be derived from the hunk line numbers, and correspond to the beginning of the relevant 'existing code' snippet")
relevant_lines_end: int = Field(description="The relevant line number, from a '__new hunk__' section, where the suggestion ends (inclusive). Should be derived from the hunk line numbers, and correspond to the end of the relevant 'existing code' snippet")
suggestion_score: int = Field(description="Evaluate the suggestion and assign a score from 0 to 10. Give 0 if the suggestion is wrong. For valid suggestions, score from 1 (lowest impact/importance) to 10 (highest impact/importance).")
why: str = Field(description="Briefly explain the score given in 1-2 sentences, focusing on the suggestion's impact, relevance, and accuracy.")
@ -98,8 +88,6 @@ code_suggestions:
- suggestion_summary: |
Use a more descriptive variable name here
relevant_file: "src/file1.py"
relevant_lines_start: 13
relevant_lines_end: 14
suggestion_score: 6
why: |
The variable name 't' is not descriptive enough

View File

@ -78,9 +78,9 @@ pr_files:
...
...
{%- endif %}
description: |
description: |-
...
title: |
title: |-
...
{%- if enable_custom_labels %}
labels:
@ -94,26 +94,7 @@ labels:
Answer should be a valid YAML, and nothing else. Each YAML output MUST be after a newline, with proper indent, and block scalar indicator ('|')
"""
user="""
{%- if related_tickets %}
Related Ticket Info:
{% for ticket in related_tickets %}
=====
Ticket Title: '{{ ticket.title }}'
{%- if ticket.labels %}
Ticket Labels: {{ ticket.labels }}
{%- endif %}
{%- if ticket.body %}
Ticket Description:
#####
{{ ticket.body }}
#####
{%- endif %}
=====
{% endfor %}
{%- endif %}
PR Info:
user="""PR Info:
Previous title: '{{title}}'

View File

@ -1,24 +1,20 @@
[pr_help_prompts]
system="""You are Doc-helper, a language models designed to answer questions about a documentation website for an open-soure project called "PR-Agent" (recently renamed to "Qodo Merge").
You will recieve a question, and the full documentation website content.
Your goal is to provide the best answer to the question using the documentation provided.
system="""You are Doc-helper, a language models designed to answer questions about a documentation website for an open-soure project called "PR-Agent".
You will recieve a question, and a list of snippets that were collected for a documentation site using RAG as the retrieval method.
Your goal is to provide the best answer to the question using the snippets provided.
Additional instructions:
- Try to be short and concise in your answers. Try to give examples if needed.
- The main tools of PR-Agent are 'describe', 'review', 'improve'. If there is ambiguity to which tool the user is referring to, prioritize snippets of these tools over others.
- If the question has ambiguity and can relate to different tools or platfroms, provide the best answer possible based on what is available, but also state in your answer what additional information would be needed to give a more accurate answer.
- Try to be short and concise in your answers. Give examples if needed.
- It is possible some of the snippets may not be relevant to the question. In that case, you should ignore them and focus on the ones that are relevant.
- The main tools of pr-agent are 'describe', 'review', 'improve'. If there is ambiguity to which tool the user is referring to, prioritize snippets of these tools over others.
The output must be a YAML object equivalent to type $DocHelper, according to the following Pydantic definitions:
=====
class relevant_section(BaseModel):
file_name: str = Field(description="The name of the relevant file")
relevant_section_header_string: str = Field(description="From the relevant file, exact text of the relevant section heading. If no markdown heading is relevant, return empty string")
class DocHelper(BaseModel):
user_question: str = Field(description="The user's question")
response: str = Field(description="The response to the user's question")
relevant_sections: List[relevant_section] = Field(description="A list of the relevant markdown sections in the documentation that answer the user's question, ordered by importance (most relevant first)")
relevant_snippets: List[int] = Field(description="One-based index of the relevant snippets in the list of snippets provided. Order the by relevance, with the most relevant first. If a snippet was not relevant, do not include it in the list.")
=====
@ -28,11 +24,10 @@ user_question: |
...
response: |
...
relevant_sections:
- file_name: "src/file1.py"
relevant_section_header_string: |
...
- ...
relevant_snippets:
- 1
- 2
- 4
"""
user="""\
@ -42,7 +37,7 @@ User's Question:
=====
Documentation website content:
Relevant doc snippets retrieved:
=====
{{ snippets|trim }}
=====

View File

@ -32,15 +32,16 @@ __old hunk__
@@ ... @@ def func2():
__new hunk__
unchanged code line4
+new code line5 removed in the PR
unchanged code line6
...
__old hunk__
...
## File: 'src/file2.py'
...
======
- In the format above, the diff is organized into separate '__new hunk__' and '__old hunk__' sections for each code chunk. '__new hunk__' contains the updated code, while '__old hunk__' shows the removed code. If no code was removed in a specific chunk, the __old hunk__ section will be omitted.
- In this format, we separated each hunk of diff code to '__new hunk__' and '__old hunk__' sections. The '__new hunk__' section contains the new code of the chunk, and the '__old hunk__' section contains the old code, that was removed. If no new code was added in a specific hunk, '__new hunk__' section will not be presented. If no code was removed, '__old hunk__' section will not be presented.
- We also added line numbers for the '__new hunk__' code, to help you refer to the code lines in your suggestions. These line numbers are not part of the actual code, and should only used for reference.
- Code lines are prefixed with symbols ('+', '-', ' '). The '+' symbol indicates new code added in the PR, the '-' symbol indicates code removed in the PR, and the ' ' symbol indicates unchanged code. \
The review should address new code added in the PR code diff (lines starting with '+')
@ -80,25 +81,12 @@ class SubPR(BaseModel):
class KeyIssuesComponentLink(BaseModel):
relevant_file: str = Field(description="The full file path of the relevant file")
issue_header: str = Field(description="One or two word title for the the issue. For example: 'Possible Bug', etc.")
issue_content: str = Field(description="A short and concise summary of what should be further inspected and validated during the PR review process for this issue. Do not reference line numbers in this field.")
issue_header: str = Field(description="One or two word title for the the issue. For example: 'Possible Bug', 'Performance Issue', 'Code Smell', etc.")
issue_content: str = Field(description="A short and concise summary of what should be further inspected and validated during the PR review process for this issue. Don't state line numbers here")
start_line: int = Field(description="The start line that corresponds to this issue in the relevant file")
end_line: int = Field(description="The end line that corresponds to this issue in the relevant file")
{%- if related_tickets %}
class TicketCompliance(BaseModel):
ticket_url: str = Field(description="Ticket URL or ID")
ticket_requirements: str = Field(description="Repeat, in your own words, all ticket requirements, in bullet points")
fully_compliant_requirements: str = Field(description="A list, in bullet points, of which requirements are met by the PR code. Don't explain how the requirements are met, just list them shortly. Can be empty")
not_compliant_requirements: str = Field(description="A list, in bullet points, of which requirements are not met by the PR code. Don't explain how the requirements are not met, just list them shortly. Can be empty")
overall_compliance_level: str = Field(description="Overall give this PR one of these three values in relation to the ticket: 'Fully compliant', 'Partially compliant', or 'Not compliant'")
{%- endif %}
class Review(BaseModel):
{%- if related_tickets %}
ticket_compliance_check: List[TicketCompliance] = Field(description="A list of compliance checks for the related tickets")
{%- endif %}
{%- if require_estimate_effort_to_review %}
estimated_effort_to_review_[1-5]: int = Field(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.")
{%- endif %}
@ -111,7 +99,7 @@ class Review(BaseModel):
{%- if question_str %}
insights_from_user_answers: str = Field(description="shortly summarize the insights you gained from the user's answers to the questions")
{%- endif %}
key_issues_to_review: List[KeyIssuesComponentLink] = Field("A short and diverse list (0-3 issues) of high-priority bugs, problems or performance concerns introduced in the PR code, which the PR reviewer should further focus on and validate during the review process.")
key_issues_to_review: List[KeyIssuesComponentLink] = Field("A diverse list of bugs, issue or major performance concerns introduced in this PR, which the PR reviewer should further investigate")
{%- if require_security_review %}
security_concerns: str = Field(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' (without explaining why) if there are no possible issues. If there are security concerns or issues, start your answer with a short header, such as: 'Sensitive information exposure: ...', 'SQL injection: ...' etc. Explain your answer. Be specific and give examples if possible")
{%- endif %}
@ -143,19 +131,6 @@ class PRReview(BaseModel):
Example output:
```yaml
review:
{%- if related_tickets %}
ticket_compliance_check:
- ticket_url: |
...
ticket_requirements: |
...
fully_compliant_requirements: |
...
not_compliant_requirements: |
...
overall_compliance_level: |
...
{%- endif %}
{%- if require_estimate_effort_to_review %}
estimated_effort_to_review_[1-5]: |
3
@ -202,33 +177,7 @@ code_feedback:
Answer should be a valid YAML, and nothing else. Each YAML output MUST be after a newline, with proper indent, and block scalar indicator ('|')
"""
user="""
{%- if related_tickets %}
--PR Ticket Info--
{%- for ticket in related_tickets %}
=====
Ticket URL: '{{ ticket.ticket_url }}'
Ticket Title: '{{ ticket.title }}'
{%- if ticket.labels %}
Ticket Labels: {{ ticket.labels }}
{%- endif %}
{%- if ticket.body %}
Ticket Description:
#####
{{ ticket.body }}
#####
{%- endif %}
=====
{% endfor %}
{%- endif %}
--PR Info--
user="""--PR Info--
Title: '{{title}}'

View File

@ -0,0 +1,5 @@
# Credits
These queries, and some of the logic, were adopted from the excellent [Aider](https://github.com/paul-gauthier/aider/blob/main/aider/queries/README.md) project.

View File

@ -0,0 +1,9 @@
(struct_specifier name: (type_identifier) @name.definition.class body:(_)) @definition.class
(declaration type: (union_specifier name: (type_identifier) @name.definition.class)) @definition.class
(function_declarator declarator: (identifier) @name.definition.function) @definition.function
(type_definition declarator: (type_identifier) @name.definition.type) @definition.type
(enum_specifier name: (type_identifier) @name.definition.type) @definition.type

View File

@ -0,0 +1,46 @@
(class_declaration
name: (identifier) @name.definition.class
) @definition.class
(class_declaration
bases: (base_list (_) @name.reference.class)
) @reference.class
(interface_declaration
name: (identifier) @name.definition.interface
) @definition.interface
(interface_declaration
bases: (base_list (_) @name.reference.interface)
) @reference.interface
(method_declaration
name: (identifier) @name.definition.method
) @definition.method
(object_creation_expression
type: (identifier) @name.reference.class
) @reference.class
(type_parameter_constraints_clause
target: (identifier) @name.reference.class
) @reference.class
(type_constraint
type: (identifier) @name.reference.class
) @reference.class
(variable_declaration
type: (identifier) @name.reference.class
) @reference.class
(invocation_expression
function:
(member_access_expression
name: (identifier) @name.reference.send
)
) @reference.send
(namespace_declaration
name: (identifier) @name.definition.module
) @definition.module

View File

@ -0,0 +1,15 @@
(struct_specifier name: (type_identifier) @name.definition.class body:(_)) @definition.class
(declaration type: (union_specifier name: (type_identifier) @name.definition.class)) @definition.class
(function_declarator declarator: (identifier) @name.definition.function) @definition.function
(function_declarator declarator: (field_identifier) @name.definition.function) @definition.function
(function_declarator declarator: (qualified_identifier scope: (namespace_identifier) @scope name: (identifier) @name.definition.method)) @definition.method
(type_definition declarator: (type_identifier) @name.definition.type) @definition.type
(enum_specifier name: (type_identifier) @name.definition.type) @definition.type
(class_specifier name: (type_identifier) @name.definition.class) @definition.class

View File

@ -0,0 +1,8 @@
;; defun/defsubst
(function_definition name: (symbol) @name.definition.function) @definition.function
;; Treat macros as function definitions for the sake of TAGS.
(macro_definition name: (symbol) @name.definition.function) @definition.function
;; Match function calls
(list (symbol) @name.reference.function) @reference.function

View File

@ -0,0 +1,54 @@
; Definitions
; * modules and protocols
(call
target: (identifier) @ignore
(arguments (alias) @name.definition.module)
(#match? @ignore "^(defmodule|defprotocol)$")) @definition.module
; * functions/macros
(call
target: (identifier) @ignore
(arguments
[
; zero-arity functions with no parentheses
(identifier) @name.definition.function
; regular function clause
(call target: (identifier) @name.definition.function)
; function clause with a guard clause
(binary_operator
left: (call target: (identifier) @name.definition.function)
operator: "when")
])
(#match? @ignore "^(def|defp|defdelegate|defguard|defguardp|defmacro|defmacrop|defn|defnp)$")) @definition.function
; References
; ignore calls to kernel/special-forms keywords
(call
target: (identifier) @ignore
(#match? @ignore "^(def|defp|defdelegate|defguard|defguardp|defmacro|defmacrop|defn|defnp|defmodule|defprotocol|defimpl|defstruct|defexception|defoverridable|alias|case|cond|else|for|if|import|quote|raise|receive|require|reraise|super|throw|try|unless|unquote|unquote_splicing|use|with)$"))
; ignore module attributes
(unary_operator
operator: "@"
operand: (call
target: (identifier) @ignore))
; * function call
(call
target: [
; local
(identifier) @name.reference.call
; remote
(dot
right: (identifier) @name.reference.call)
]) @reference.call
; * pipe into function call
(binary_operator
operator: "|>"
right: (identifier) @name.reference.call) @reference.call
; * modules
(alias) @name.reference.module @reference.module

View File

@ -0,0 +1,19 @@
(value_declaration (function_declaration_left (lower_case_identifier) @name.definition.function)) @definition.function
(function_call_expr (value_expr (value_qid) @name.reference.function)) @reference.function
(exposed_value (lower_case_identifier) @name.reference.function) @reference.function
(type_annotation ((lower_case_identifier) @name.reference.function) (colon)) @reference.function
(type_declaration ((upper_case_identifier) @name.definition.type)) @definition.type
(type_ref (upper_case_qid (upper_case_identifier) @name.reference.type)) @reference.type
(exposed_type (upper_case_identifier) @name.reference.type) @reference.type
(type_declaration (union_variant (upper_case_identifier) @name.definition.union)) @definition.union
(value_expr (upper_case_qid (upper_case_identifier) @name.reference.union)) @reference.union
(module_declaration
(upper_case_qid (upper_case_identifier)) @name.definition.module
) @definition.module

View File

@ -0,0 +1,30 @@
(
(comment)* @doc
.
(function_declaration
name: (identifier) @name.definition.function) @definition.function
(#strip! @doc "^//\\s*")
(#set-adjacent! @doc @definition.function)
)
(
(comment)* @doc
.
(method_declaration
name: (field_identifier) @name.definition.method) @definition.method
(#strip! @doc "^//\\s*")
(#set-adjacent! @doc @definition.method)
)
(call_expression
function: [
(identifier) @name.reference.call
(parenthesized_expression (identifier) @name.reference.call)
(selector_expression field: (field_identifier) @name.reference.call)
(parenthesized_expression (selector_expression field: (field_identifier) @name.reference.call))
]) @reference.call
(type_spec
name: (type_identifier) @name.definition.type) @definition.type
(type_identifier) @name.reference.type @reference.type

View File

@ -0,0 +1,20 @@
(class_declaration
name: (identifier) @name.definition.class) @definition.class
(method_declaration
name: (identifier) @name.definition.method) @definition.method
(method_invocation
name: (identifier) @name.reference.call
arguments: (argument_list) @reference.call)
(interface_declaration
name: (identifier) @name.definition.interface) @definition.interface
(type_list
(type_identifier) @name.reference.implementation) @reference.implementation
(object_creation_expression
type: (type_identifier) @name.reference.class) @reference.class
(superclass (type_identifier) @name.reference.class) @reference.class

View File

@ -0,0 +1,88 @@
(
(comment)* @doc
.
(method_definition
name: (property_identifier) @name.definition.method) @definition.method
(#not-eq? @name.definition.method "constructor")
(#strip! @doc "^[\\s\\*/]+|^[\\s\\*/]$")
(#select-adjacent! @doc @definition.method)
)
(
(comment)* @doc
.
[
(class
name: (_) @name.definition.class)
(class_declaration
name: (_) @name.definition.class)
] @definition.class
(#strip! @doc "^[\\s\\*/]+|^[\\s\\*/]$")
(#select-adjacent! @doc @definition.class)
)
(
(comment)* @doc
.
[
(function
name: (identifier) @name.definition.function)
(function_declaration
name: (identifier) @name.definition.function)
(generator_function
name: (identifier) @name.definition.function)
(generator_function_declaration
name: (identifier) @name.definition.function)
] @definition.function
(#strip! @doc "^[\\s\\*/]+|^[\\s\\*/]$")
(#select-adjacent! @doc @definition.function)
)
(
(comment)* @doc
.
(lexical_declaration
(variable_declarator
name: (identifier) @name.definition.function
value: [(arrow_function) (function)]) @definition.function)
(#strip! @doc "^[\\s\\*/]+|^[\\s\\*/]$")
(#select-adjacent! @doc @definition.function)
)
(
(comment)* @doc
.
(variable_declaration
(variable_declarator
name: (identifier) @name.definition.function
value: [(arrow_function) (function)]) @definition.function)
(#strip! @doc "^[\\s\\*/]+|^[\\s\\*/]$")
(#select-adjacent! @doc @definition.function)
)
(assignment_expression
left: [
(identifier) @name.definition.function
(member_expression
property: (property_identifier) @name.definition.function)
]
right: [(arrow_function) (function)]
) @definition.function
(pair
key: (property_identifier) @name.definition.function
value: [(arrow_function) (function)]) @definition.function
(
(call_expression
function: (identifier) @name.reference.call) @reference.call
(#not-match? @name.reference.call "^(require)$")
)
(call_expression
function: (member_expression
property: (property_identifier) @name.reference.call)
arguments: (_) @reference.call)
(new_expression
constructor: (_) @name.reference.class) @reference.class

View File

@ -0,0 +1,115 @@
; Modules
;--------
(
(comment)? @doc .
(module_definition (module_binding (module_name) @name.definition.module) @definition.module)
(#strip! @doc "^\\(\\*\\*?\\s*|\\s\\*\\)$")
)
(module_path (module_name) @name.reference.module) @reference.module
; Module types
;--------------
(
(comment)? @doc .
(module_type_definition (module_type_name) @name.definition.interface) @definition.interface
(#strip! @doc "^\\(\\*\\*?\\s*|\\s\\*\\)$")
)
(module_type_path (module_type_name) @name.reference.implementation) @reference.implementation
; Functions
;----------
(
(comment)? @doc .
(value_definition
[
(let_binding
pattern: (value_name) @name.definition.function
(parameter))
(let_binding
pattern: (value_name) @name.definition.function
body: [(fun_expression) (function_expression)])
] @definition.function
)
(#strip! @doc "^\\(\\*\\*?\\s*|\\s\\*\\)$")
)
(
(comment)? @doc .
(external (value_name) @name.definition.function) @definition.function
(#strip! @doc "^\\(\\*\\*?\\s*|\\s\\*\\)$")
)
(application_expression
function: (value_path (value_name) @name.reference.call)) @reference.call
(infix_expression
left: (value_path (value_name) @name.reference.call)
operator: (concat_operator) @reference.call
(#eq? @reference.call "@@"))
(infix_expression
operator: (rel_operator) @reference.call
right: (value_path (value_name) @name.reference.call)
(#eq? @reference.call "|>"))
; Operator
;---------
(
(comment)? @doc .
(value_definition
(let_binding
pattern: (parenthesized_operator (_) @name.definition.function)) @definition.function)
(#strip! @doc "^\\(\\*\\*?\\s*|\\s\\*\\)$")
)
[
(prefix_operator)
(sign_operator)
(pow_operator)
(mult_operator)
(add_operator)
(concat_operator)
(rel_operator)
(and_operator)
(or_operator)
(assign_operator)
(hash_operator)
(indexing_operator)
(let_operator)
(let_and_operator)
(match_operator)
] @name.reference.call @reference.call
; Classes
;--------
(
(comment)? @doc .
[
(class_definition (class_binding (class_name) @name.definition.class) @definition.class)
(class_type_definition (class_type_binding (class_type_name) @name.definition.class) @definition.class)
]
(#strip! @doc "^\\(\\*\\*?\\s*|\\s\\*\\)$")
)
[
(class_path (class_name) @name.reference.class)
(class_type_path (class_type_name) @name.reference.class)
] @reference.class
; Methods
;--------
(
(comment)? @doc .
(method_definition (method_name) @name.definition.method) @definition.method
(#strip! @doc "^\\(\\*\\*?\\s*|\\s\\*\\)$")
)
(method_invocation (method_name) @name.reference.call) @reference.call

View File

@ -0,0 +1,26 @@
(class_declaration
name: (name) @name.definition.class) @definition.class
(function_definition
name: (name) @name.definition.function) @definition.function
(method_declaration
name: (name) @name.definition.function) @definition.function
(object_creation_expression
[
(qualified_name (name) @name.reference.class)
(variable_name (name) @name.reference.class)
]) @reference.class
(function_call_expression
function: [
(qualified_name (name) @name.reference.call)
(variable_name (name)) @name.reference.call
]) @reference.call
(scoped_call_expression
name: (name) @name.reference.call) @reference.call
(member_call_expression
name: (name) @name.reference.call) @reference.call

View File

@ -0,0 +1,12 @@
(class_definition
name: (identifier) @name.definition.class) @definition.class
(function_definition
name: (identifier) @name.definition.function) @definition.function
(call
function: [
(identifier) @name.reference.call
(attribute
attribute: (identifier) @name.reference.call)
]) @reference.call

View File

@ -0,0 +1,26 @@
(classlessPredicate
name: (predicateName) @name.definition.function) @definition.function
(memberPredicate
name: (predicateName) @name.definition.method) @definition.method
(aritylessPredicateExpr
name: (literalId) @name.reference.call) @reference.call
(module
name: (moduleName) @name.definition.module) @definition.module
(dataclass
name: (className) @name.definition.class) @definition.class
(datatype
name: (className) @name.definition.class) @definition.class
(datatypeBranch
name: (className) @name.definition.class) @definition.class
(qualifiedRhs
name: (predicateName) @name.reference.call) @reference.call
(typeExpr
name: (className) @name.reference.type) @reference.type

View File

@ -0,0 +1,64 @@
; Method definitions
(
(comment)* @doc
.
[
(method
name: (_) @name.definition.method) @definition.method
(singleton_method
name: (_) @name.definition.method) @definition.method
]
(#strip! @doc "^#\\s*")
(#select-adjacent! @doc @definition.method)
)
(alias
name: (_) @name.definition.method) @definition.method
(setter
(identifier) @ignore)
; Class definitions
(
(comment)* @doc
.
[
(class
name: [
(constant) @name.definition.class
(scope_resolution
name: (_) @name.definition.class)
]) @definition.class
(singleton_class
value: [
(constant) @name.definition.class
(scope_resolution
name: (_) @name.definition.class)
]) @definition.class
]
(#strip! @doc "^#\\s*")
(#select-adjacent! @doc @definition.class)
)
; Module definitions
(
(module
name: [
(constant) @name.definition.module
(scope_resolution
name: (_) @name.definition.module)
]) @definition.module
)
; Calls
(call method: (identifier) @name.reference.call) @reference.call
(
[(identifier) (constant)] @name.reference.call @reference.call
(#is-not? local)
(#not-match? @name.reference.call "^(lambda|load|require|require_relative|__FILE__|__LINE__)$")
)

View File

@ -0,0 +1,60 @@
; ADT definitions
(struct_item
name: (type_identifier) @name.definition.class) @definition.class
(enum_item
name: (type_identifier) @name.definition.class) @definition.class
(union_item
name: (type_identifier) @name.definition.class) @definition.class
; type aliases
(type_item
name: (type_identifier) @name.definition.class) @definition.class
; method definitions
(declaration_list
(function_item
name: (identifier) @name.definition.method)) @definition.method
; function definitions
(function_item
name: (identifier) @name.definition.function) @definition.function
; trait definitions
(trait_item
name: (type_identifier) @name.definition.interface) @definition.interface
; module definitions
(mod_item
name: (identifier) @name.definition.module) @definition.module
; macro definitions
(macro_definition
name: (identifier) @name.definition.macro) @definition.macro
; references
(call_expression
function: (identifier) @name.reference.call) @reference.call
(call_expression
function: (field_expression
field: (field_identifier) @name.reference.call)) @reference.call
(macro_invocation
macro: (identifier) @name.reference.call) @reference.call
; implementations
(impl_item
trait: (type_identifier) @name.reference.implementation) @reference.implementation
(impl_item
type: (type_identifier) @name.reference.implementation
!trait) @reference.implementation

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