Add PR help message functionality and update dependencies by mrT23 · Pull Request #1241 · qodo-ai/pr-agent

mrT23 · 2024-09-21T13:23:16Z

User description

Implement PRHelpMessage class to provide AI-powered assistance for pull requests.
Add methods for similarity search using local, S3, and Pinecone databases.
Update requirements.txt to include new dependencies for langchain and chromadb.
Modify configuration.toml to include force_local_db setting for PR help.
Update aiohttp and openai package versions.

PR Type

Enhancement

Description

Implemented AI-powered PR help functionality in the PRHelpMessage class
Added methods for similarity search using local, S3, and Pinecone databases
Improved error handling and logging throughout the PR help process
Updated PR help message generation to support different Git providers
Added 'force_local_db' configuration option in configuration.toml
Updated aiohttp and openai package versions in requirements.txt
Added new dependencies for langchain, chromadb, and related packages to support AI-powered functionality

Changes walkthrough 📝

Relevant files

Enhancement

pr_help_message.py `Implement AI-powered PR help functionality` pr_agent/tools/pr_help_message.py Implemented PRHelpMessage class with AI-powered assistance for pull requests Added methods for similarity search using local, S3, and Pinecone databases Improved error handling and logging Updated PR help message generation for different Git providers	+340/-96

Configuration changes

configuration.toml `Add force_local_db configuration option` pr_agent/settings/configuration.toml Added 'force_local_db' option to pr_help section	+1/-0

Dependencies

requirements.txt `Update dependencies and add new packages` requirements.txt Updated aiohttp and openai package versions Added new dependencies for langchain, chromadb, and related packages	+8/-2

💡 PR-Agent usage:
Comment /help on the PR to get a list of all available PR-Agent tools and their descriptions

- Implement PRHelpMessage class to provide AI-powered assistance for pull requests. - Add methods for similarity search using local, S3, and Pinecone databases. - Update `requirements.txt` to include new dependencies for langchain and chromadb. - Modify `configuration.toml` to include `force_local_db` setting for PR help. - Update `aiohttp` and `openai` package versions.

mrT23 · 2024-09-21T17:20:40Z

/help "how to change the code suggestion to be commitable ?"

qodo-code-review · 2024-09-21T17:20:53Z

Question:

how to change the code suggestion to be commitable ?

Answer:

To make code suggestions commitable, you can use the --pr_code_suggestions.commitable_code_suggestions=true parameter when invoking the improve tool. You can do this manually by commenting on a PR with:

/improve --pr_code_suggestions.commitable_code_suggestions=true

For automatic runs, you can set this in the configuration file under the bitbucket_app section:

[bitbucket_app]
pr_commands = [
  "/improve --pr_code_suggestions.commitable_code_suggestions=true --pr_code_suggestions.suggestions_score_threshold=7",
]

This will present the suggestions as commitable code comments instead of a single table comment.

Relevant Sources:

https://pr-agent-docs.codium.ai/usage-guide/automations_and_usage#bitbucket-app

https://pr-agent-docs.codium.ai/tools/improve#usage-tips

Zrmikstri · 2024-09-23T06:55:09Z

/help "how to use pr-agent with self hosted llm"

qodo-code-review · 2024-09-23T06:55:25Z

Question:

how to use pr-agent with self hosted llm

Answer:

To use PR-Agent with a self-hosted LLM, you need to self-host PR-Agent itself. Here's how to do it:

Acquire the necessary tokens:
- An API key for your chosen language model (e.g., OpenAI key with GPT-4 access, or a key for another supported LLM)
- A personal access token (classic) from your Git provider (GitHub, GitLab, or BitBucket) with repo scope
Choose a deployment method for self-hosting PR-Agent:
- Locally
- GitHub
- GitLab
- BitBucket
- Azure DevOps
Follow the installation guide for your chosen deployment method.

When self-hosting PR-Agent, you use your own API keys, which means the interaction with the LLM provider is directly between you and them. PR-Agent doesn't send your code data to its servers, ensuring better privacy for your code.

For detailed installation instructions, refer to the PR-Agent documentation for your specific deployment method.

Relevant Sources:

https://pr-agent-docs.codium.ai/installation/index#installation

https://pr-agent-docs.codium.ai/overview/data_privacy#self-hosted-pr-agent

https://pr-agent-docs.codium.ai/faq/index#faq

mrT23 · 2024-09-30T11:05:56Z

/improve

mrT23 · 2024-09-30T11:06:01Z

/review

qodo-code-review · 2024-09-30T11:06:12Z

PR Code Suggestions ✨

Category	Suggestion	Score
Error handling	Use more specific exception types for better error handling Consider using a more specific exception type instead of a bare `except` clause. This will make the error handling more precise and easier to debug. pr_agent/tools/pr_help_message.py [58-60] -except Exception as e: +except (jinja2.TemplateError, ValueError) as e: get_logger().error(f"Error while preparing prediction: {e}") return "" +except Exception as e: + get_logger().error(f"Unexpected error while preparing prediction: {e}") + return "" Apply this suggestion Suggestion importance[1-10]: 7 Why: This suggestion improves error handling by providing more specific exception types. It allows for more precise error identification and handling, which can aid in debugging and maintenance.	7
Organization best practice	Avoid using mutable default arguments in function definitions Instead of using a mutable default argument (args=None) in the init method, use None as the default and assign an empty list in the method body if args is None. This aligns with the company's best practice of avoiding mutable default arguments. pr_agent/tools/pr_help_message.py [35] def __init__(self, pr_url: str, args=None, ai_handler: partial[BaseAiHandler,] = LiteLLMAIHandler): + self.args = [] if args is None else args Apply this suggestion Suggestion importance[1-10]: 6 Why: This is a good practice to avoid potential bugs related to mutable default arguments. While the current code might not cause immediate issues, implementing this change can prevent future problems.	6
Organization best practice	Import the entire jinja2 module instead of individual components Instead of using individual imports from jinja2, consider importing the entire module. This aligns with the company's best practice for imports. pr_agent/tools/pr_help_message.py [8] -from jinja2 import Environment, StrictUndefined +import jinja2 Apply this suggestion Suggestion importance[1-10]: 3 Why: While this change aligns with some coding practices, it's a minor improvement that doesn't significantly impact functionality or readability. The current import style is also widely used and acceptable.	3
Best practice	Use a context manager for the S3 client to ensure proper resource management Consider using a context manager (with statement) for the S3 client to ensure proper resource management and cleanup. pr_agent/tools/pr_help_message.py [80-85] -s3 = boto3.client('s3') +with boto3.client('s3') as s3: + # Download the file from S3 to the temporary directory + bucket = 'pr-agent' + file_name = 'chroma_db.zip' + s3.download_file(bucket, file_name, local_file_path) -# Download the file from S3 to the temporary directory -bucket = 'pr-agent' -file_name = 'chroma_db.zip' -s3.download_file(bucket, file_name, local_file_path) - Apply this suggestion Suggestion importance[1-10]: 5 Why: Using a context manager for the S3 client is a good practice for resource management. However, in this case, the improvement is minor as the S3 client doesn't hold significant resources that require explicit cleanup.	5

qodo-code-review · 2024-09-30T11:06:29Z

PR Reviewer Guide 🔍

Here are some key observations to aid the review process:

⏱️ Estimated effort to review: 4 🔵🔵🔵🔵⚪
🏅 Score: 85
🧪 No relevant tests
🔒 Security concerns Sensitive information exposure: The code downloads files from an S3 bucket (pr-agent/chroma_db.zip) without any apparent authentication or authorization checks. This could potentially expose sensitive information if the S3 bucket is not properly secured or if the file contains any sensitive data. It's recommended to implement proper access controls and ensure that only authorized users can access this data.
🔀 Multiple PR themes Sub-PR theme: Implement AI-powered PR help functionality Relevant files: pr_agent/tools/pr_help_message.py Sub-PR theme: Update dependencies and configuration Relevant files: pr_agent/settings/configuration.toml requirements.txt
⚡ Recommended focus areas for review Error Handling The error handling in the similarity search methods (get_sim_results_from_s3_db, get_sim_results_from_local_db, get_sim_results_from_pinecone_db) could be improved. Currently, exceptions are caught and logged, but the methods continue execution, potentially with empty results. Consider adding more robust error handling or fallback mechanisms. Code Duplication There is significant code duplication in the run method when generating the PR comment for different Git providers. Consider refactoring this into separate methods or using a template to reduce duplication and improve maintainability. Configuration Management The code relies heavily on the global configuration (get_settings()). Consider passing necessary configuration as parameters to methods or using dependency injection to improve testability and reduce global state dependencies.

mrT23 · 2024-09-30T11:22:16Z

/analyze

qodo-code-review · 2024-09-30T11:22:25Z

PR Analysis 🔬

This screen contains a list of code components that were changed in this PR.
You can initiate specific actions for each component, by checking the relevant boxes.
After you check a box, the action will be performed automatically by PR-Agent.
Results will appear as a comment on the PR, typically after 30-60 seconds.

file

Changed components

pr_help_message.py

Test Docs Improve Similar	extract_header ^(function)	+12/-0
Test Docs Improve Similar	__init__ ^{(method of PRHelpMessage)}	+13/-2
Test Docs Improve Similar	_prepare_prediction ^{(method of PRHelpMessage)}	+12/-0
Test Docs Improve Similar	parse_args ^{(method of PRHelpMessage)}	+6/-0
Test Docs Improve Similar	get_sim_results_from_s3_db ^{(method of PRHelpMessage)}	+29/-0
Test Docs Improve Similar	get_sim_results_from_local_db ^{(method of PRHelpMessage)}	+22/-0
Test Docs Improve Similar	get_sim_results_from_pinecone_db ^{(method of PRHelpMessage)}	+17/-0
Test Docs Improve Similar	run ^{(method of PRHelpMessage)}	+152/-87
Test Docs Improve Similar	prepare_relevant_snippets ^{(method of PRHelpMessage)}	+28/-0
Test Docs Improve Similar	generate_bbdc_table ^(function)	+18/-0

💡 Usage guide:

Using static code analysis capabilities, the analyze tool scans the PR code changes and find the code components (methods, functions, classes) that changed in the PR.

The tool can be triggered automatically every time a new PR is opened, or can be invoked manually by commenting on any PR:

/analyze

Language that are currently supported: Python, Java, C++, JavaScript, TypeScript, C#.
See more information about the tool in the docs.

moral3jo · 2025-02-10T14:00:15Z

/help "how configure http auth with bitbucket and custom model with ollama in local?"

qodo-free-for-open-source-projects · 2025-02-10T14:00:34Z

Question:

how configure http auth with bitbucket and custom model with ollama in local?

Answer:

To configure HTTP auth with Bitbucket and use a custom Ollama model locally, you need to:

For Bitbucket HTTP auth:

Add your Bitbucket bearer token in .secrets.toml:

[bitbucket]
bearer_token = "<your token>"

Set git provider to bitbucket in configuration:

[config]
git_provider = "bitbucket"

For Ollama custom model:

Set in configuration file:

[config]
model = "ollama/your-model-name"
fallback_models = ["ollama/your-model-name"]
custom_model_max_tokens = 128000
duplicate_examples = true

[ollama]
api_base = "http://localhost:11434"

Note: While Ollama allows running models locally, commercial models like GPT-4 and Claude are recommended for production-level code analysis tasks as they perform better with complex code analysis.

Relevant Sources:

https://qodo-merge-docs.qodo.ai/usage-guide/changing_a_model#ollama

https://qodo-merge-docs.qodo.ai/installation/bitbucket#bitbucket-server-and-data-center

https://qodo-merge-docs.qodo.ai/usage-guide/changing_a_model#-note-"local-models-vs-commercial-models"

sparsh-b20 · 2025-02-16T15:54:30Z

/help what are the language it supports

qodo-free-for-open-source-projects · 2025-02-16T15:54:48Z

Question:

what are the language it supports

Answer:

Qodo Merge/PR-Agent has different levels of language support depending on the tool:

Core tools (describe, review, improve):

Support virtually all programming languages since they use advanced language models (Claude 3.5 Sonnet and GPT-4)

Tools requiring static code analysis (analyze, test, add_docs, improve_component):

Currently support: Python, Java, C++, JavaScript, TypeScript, C#

Note that for optimal functionality, it's recommended to use commercial models like GPT-4, Claude Sonnet, or Gemini, as they have demonstrated robust capabilities in generating structured output for code analysis tasks with large input.

Relevant Sources:

https://qodo-merge-docs.qodo.ai//overview/pr_agent_pro#supported-languages

https://qodo-merge-docs.qodo.ai//tools/analyze#**notes**

https://qodo-merge-docs.qodo.ai//tools/test#**notes**

https://qodo-merge-docs.qodo.ai//tools/documentation#**notes**

https://qodo-merge-docs.qodo.ai//usage-guide/changing_a_model#-note-"local-models-vs-commercial-models"

sparsh-b20 · 2025-02-16T15:55:51Z

/help I am using golang in my projects , is the review and other functionalities available for that
also , is it require my own open ai key

qodo-free-for-open-source-projects · 2025-02-16T15:56:08Z

Question:

I am using golang in my projects , is the review and other functionalities available for that also , is it require my own open ai key

Answer:

For Golang projects:

Core tools (review, describe, improve) support all programming languages since they use GPT-4 and Claude-3.5-sonnet models. You can use these tools with Golang code.
Some specialized tools that require static code analysis (like test generation, documentation generation) currently support only: Python, Java, C++, JavaScript, TypeScript, C#. Golang is not yet supported for these tools.
Regarding OpenAI key:

If you self-host PR-Agent: Yes, you need your own OpenAI key (or key from another supported LLM provider)
If you use Qodo Merge (hosted version): No, keys are managed by Qodo

Relevant Sources:

https://qodo-merge-docs.qodo.ai//index#qodo-merge-features

https://qodo-merge-docs.qodo.ai//tools/improve#a-note-on-code-suggestions-quality

https://qodo-merge-docs.qodo.ai//overview/pr_agent_pro#supported-languages

sparsh-b20 · 2025-02-16T15:57:32Z

/help I am using Golang in my projects , will it qodo.ai will help me
also , is it require my open ai key

qodo-free-for-open-source-projects · 2025-02-16T15:57:53Z

Question:

I am using Golang in my projects , will it qodo.ai will help me also , is it require my open ai key

Answer:

Yes, Qodo Merge can help with Golang projects. The main tools (describe, review, improve) support all programming languages since they use advanced language models like Claude 3.5 Sonnet and GPT-4.

Regarding the OpenAI key requirement:

If you use the self-hosted open-source PR-Agent, you will need your own OpenAI key (or key from another supported LLM provider)
If you use Qodo Merge (the hosted version), you don't need to provide any API keys as they are managed by Qodo

Note that some specialized tools that require static code analysis (like test generation, documentation generation) currently don't support Golang, but the main review and suggestion tools will work fully with Golang code.

Relevant Sources:

https://qodo-merge-docs.qodo.ai//overview/pr_agent_pro#supported-languages

https://qodo-merge-docs.qodo.ai//installation/locally#to-run-pr-agent-locally-you-first-need-to-acquire-two-keys:

https://qodo-merge-docs.qodo.ai//overview/data_privacy#self-hosted-pr-agent

qodo-code-review bot added enhancement New feature or request Review effort [1-5]: 4 labels Sep 21, 2024

QodoAI-Agent approved these changes Sep 21, 2024

View reviewed changes

mrT23 merged commit 1a5835a into main Sep 21, 2024

mrT23 deleted the tr/help_rag branch September 21, 2024 13:28

qodo-ai deleted a comment from qodo-code-review bot Sep 21, 2024

hussam789 approved these changes Sep 23, 2024

View reviewed changes

qodo-ai deleted a comment from qodo-code-review bot Sep 30, 2024

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