- 💡 **General PR suggestions:** The PR is generally well-structured and the code is clean. However, it would be beneficial to add some tests to ensure the new handlers work as expected. Also, consider adding docstrings to the new functions and classes to improve code readability and maintainability.
**suggestion content:** In the 'filter_bad_extensions' function, you are splitting the filename on '.' and taking the last element to get the extension. This might not work as expected if the filename contains multiple '.' characters. Consider using 'os.path.splitext' to get the file extension more reliably. [important]
This tool answers free-text questions about the PR. This is how a typical output of the PR Q&A looks like:
---
**Question**: summarize for me the PR in 4 bullet points
**Answer**:
- The PR introduces a new feature to sort files by their main languages. It uses a mapping of programming languages to their file extensions to achieve this.
- It also introduces a filter to exclude files with certain extensions, deemed as 'bad extensions', from the sorting process.
- The PR modifies the `get_pr_diff` function in `pr_processing.py` to use the new sorting function. It also refactors the code to move the PR pruning logic into a separate function.
- A new `TokenHandler` class is introduced in `token_handler.py` to handle token counting operations. This class is initialized with a PR, variables, system, and user, and provides methods to get system and user tokens and to count tokens in a patch.
---
## Configuration
The different tools and sub-tools used by CodiumAI PR-Agent are easily configurable via the configuration file: `/settings/configuration.toml`.
#### Enabling/disabling sub-tools:
You can enable/disable the different PR Reviewer sub-sections with the following flags:
```
require_minimal_and_focused_review=true
require_tests_review=true
require_security_review=true
```
#### Code Suggestions configuration:
There are also configuration options to control different aspects of the `code suggestions` feature.
The number of suggestions provided can be controlled by adjusting the following parameter:
```
num_code_suggestions=4
```
You can also enable more verbose and informative mode of code suggestions:
```
extended_code_suggestions=false
```
This is a comparison of the regular and extended code suggestions modes:
---
Example for regular suggestion:
- **relevant file:** sql.py
- **suggestion content:** Remove hardcoded sensitive information like username and password. Use environment variables or a secure method to store these values. [important]
---
Example for extended suggestion:
- **relevant file:** sql.py
- **suggestion content:** Remove hardcoded sensitive information (username and password) [important]
- **why:** Hardcoding sensitive information is a security risk. It's better to use environment variables or a secure way to store these values.
- **code example:**
- **before code:**
```
user = "root",
password = "Mysql@123",
```
- **after code:**
```
user = os.getenv('DB_USER'),
password = os.getenv('DB_PASSWORD'),
```
---
## Roadmap
- [ ] Support open-source models, as a replacement for openai models. Note that a minimal requirement for each open-source model is to have 8k+ context, and good support for generating json as an output
- [ ] Support other Git providers, such as Gitlab and Bitbucket.
- [ ] Develop additional logics for handling large PRs, and compressing git patches
- [ ] Dedicated tools and sub-tools for specific programming languages (Python, Javascript, Java, C++, etc)
- [ ] Add additional context to the prompt. For example, repo (or relevant files) summarization, with tools such a [ctags](https://github.com/universal-ctags/ctags)
- [ ] Adding more tools. Possible directions:
- [ ] Code Quality
- [ ] Coding Style
- [ ] Performance (are there any performance issues)
- [ ] Documentation (is the PR properly documented)
- [ ] Rank the PR importance
- [ ] ...
## Similar Projects
- [CodiumAI - Meaningful tests for busy devs](https://github.com/Codium-ai/codiumai-vscode-release)
- [Aider - GPT powered coding in your terminal](https://github.com/paul-gauthier/aider)
