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Tr/suggestion tracking #70

Merged
merged 4 commits into from
Oct 31, 2024
Merged

Tr/suggestion tracking #70

merged 4 commits into from
Oct 31, 2024

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khulnasoft-bot
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@khulnasoft-bot khulnasoft-bot commented Oct 31, 2024

User description

Notes for Reviewers

This PR fixes #

Signed commits

  • [*] Yes, I signed my commits.

PR Type

enhancement, documentation, tests, configuration changes, dependencies, formatting


Description

  • Refactored and enhanced various components of the pr_insight tool, including PR help messages, ticket extraction, GitHub provider, and AI handlers.
  • Improved documentation across multiple guides, installation instructions, and usage guides, ensuring clarity and updated references.
  • Updated and added tests for markdown conversion and Bitbucket provider for improved test coverage.
  • Made configuration changes, including updates to default settings, permissions, and GitHub Actions bot configuration.
  • Updated dependencies and cleaned up the requirements file.
  • Improved formatting consistency in various files.

Changes walkthrough 📝

Relevant files
Enhancement
19 files
pr_help_message.py
Refactor PR help message to use full documentation content.

pr_insight/tools/pr_help_message.py

  • Removed functions for fetching similarity results from various
    databases.
  • Added logic to process markdown files from a documentation directory.
  • Updated logic to handle token limits and prepare documentation
    prompts.
  • Modified response handling to include relevant sections from
    documentation.
  • +50/-119
    ticket_pr_compliance_check.py
    Refactor ticket extraction and compliance check logic.     

    pr_insight/tools/ticket_pr_compliance_check.py

  • Refactored ticket extraction logic with regex patterns for GitHub and
    JIRA.
  • Improved error handling and logging for ticket extraction.
  • Updated ticket extraction to handle shorthand notations and URLs.
  • Enhanced ticket content retrieval and processing logic.
  • +92/-60 
    utils.py
    Improve utility functions and error handling.                       

    pr_insight/algo/utils.py

  • Added new enum for PR description headers.
  • Improved error handling in rate limit functions.
  • Refactored configuration display logic with skip keys.
  • Enhanced description processing with additional regex patterns.
  • +28/-38 
    gitlab_webhook.py
    Enhance GitLab webhook handling and command execution.     

    pr_insight/servers/gitlab_webhook.py

  • Added logic to check if PR logic should be processed.
  • Updated command execution to consider PR processing logic.
  • Improved logging and context handling in webhook requests.
  • +13/-7   
    github_provider.py
    Improve GitHub provider error handling and URL parsing.   

    pr_insight/git_providers/github_provider.py

  • Improved error handling and logging for GitHub API interactions.
  • Refactored URL parsing logic for GitHub PR and issue URLs.
  • Updated comment publishing logic with return values.
  • +18/-12 
    git_patch_processing.py
    Improve git patch processing and error handling.                 

    pr_insight/algo/git_patch_processing.py

  • Enhanced patch processing with improved error handling.
  • Refactored logic for handling patch lines and hunks.
  • Updated logic to ensure consistent hunk presentation.
  • +22/-20 
    pr_code_suggestions.py
    Enhance code suggestion processing and template rendering.

    pr_insight/tools/pr_code_suggestions.py

  • Improved logic for extracting commit links from comments.
  • Added handling for identical existing and improved code suggestions.
  • Updated environment setup for template rendering.
  • +18/-15 
    utils.py
    Improve configuration error handling and logging.               

    pr_insight/git_providers/utils.py

  • Added error handling for configuration application failures.
  • Implemented logic to handle configuration errors and publish comments.
  • Updated repo settings application with error logging.
  • +50/-11 
    litellm_ai_handler.py
    Enhance AI handler with Gemini API support and logging.   

    pr_insight/algo/ai_handlers/litellm_ai_handler.py

  • Added support for Google AI Studio Gemini API key.
  • Updated chat completion logic for O1 model handling.
  • Improved logging for system and user prompt handling.
  • +30/-8   
    azuredevops_provider.py
    Enhance Azure DevOps provider error handling and diff processing.

    pr_insight/git_providers/azuredevops_provider.py

  • Improved error handling for retrieving original file content.
  • Updated logic for handling added files in diff processing.
  • Refactored PR description publishing with header constants.
  • +17/-14 
    pr_description.py
    Enhance PR description handling with header constants.     

    pr_insight/tools/pr_description.py

  • Added header constant for changes walkthrough in PR description.
  • Improved logic for publishing labels and descriptions.
  • +3/-3     
    github_app.py
    Improve GitHub app PR processing logic.                                   

    pr_insight/servers/github_app.py

  • Refactored logic to determine if PR logic should be processed.
  • Updated command execution to consider PR processing logic.
  • +5/-3     
    bitbucket_app.py
    Enhance Bitbucket app PR processing logic.                             

    pr_insight/servers/bitbucket_app.py

  • Added logic to check if PR logic should be processed.
  • Updated command execution to consider PR processing logic.
  • +5/-2     
    pr_add_docs.py
    Simplify Jinja2 environment setup in PR add docs tool.     

    pr_insight/tools/pr_add_docs.py

  • Removed autoescape from Jinja2 environment setup.
  • Updated template rendering logic.
  • +2/-2     
    pr_generate_labels.py
    Simplify Jinja2 environment setup in PR generate labels tool.

    pr_insight/tools/pr_generate_labels.py

  • Removed autoescape from Jinja2 environment setup.
  • Updated template rendering logic.
  • +2/-2     
    pr_help_prompts.toml
    Update help prompts for PR-Insight documentation.               

    pr_insight/settings/pr_help_prompts.toml

  • Updated system prompt instructions for PR-Insight.
  • Modified example output format for relevant sections.
  • +17/-12 
    pr_code_suggestions_prompts.toml
    Update code suggestion prompts with clearer guidelines.   

    pr_insight/settings/pr_code_suggestions_prompts.toml

  • Updated instructions for code suggestion generation.
  • Clarified guidelines for handling code diffs.
  • +6/-7     
    pr_reviewer_prompts.toml
    Refactor variable names and defaults in reviewer prompts.

    pr_insight/settings/pr_reviewer_prompts.toml

  • Renamed variable from pr_related_tickets to related_tickets.
  • Removed default value for ticket_url.
  • +2/-2     
    pr_code_suggestions_reflect_prompts.toml
    Introduce new scoring guidelines for code suggestions.     

    pr_insight/settings/pr_code_suggestions_reflect_prompts.toml

    • Added additional scoring considerations for code suggestions.
    +8/-0     
    Tests
    2 files
    test_convert_to_markdown.py
    Update markdown conversion tests for new output format.   

    tests/unittest/test_convert_to_markdown.py

  • Updated expected output format in markdown conversion tests.
  • Added assertions for empty dictionary input tests.
  • Modified test cases for line break insertion logic.
  • +19/-25 
    test_bitbucket_provider.py
    Rename test function for clarity in Bitbucket provider tests.

    tests/unittest/test_bitbucket_provider.py

    • Renamed test function for clarity in Bitbucket provider tests.
    +1/-1     
    Dependencies
    2 files
    __init__.py
    Update AI model token limits and add new models.                 

    pr_insight/algo/init.py

  • Added new model tokens for Claude and Gemini models.
  • Updated token limits for various AI models.
  • +5/-0     
    requirements.txt
    Update dependencies and clean up requirements file.           

    requirements.txt

  • Updated package versions for dependencies.
  • Removed unused dependencies and comments.
  • +8/-14   
    Documentation
    24 files
    pr_reviewer.py
    Update auto-approval comment URL in PR reviewer tool.       

    pr_insight/tools/pr_reviewer.py

    • Updated URL in auto-approval comment for configuration file.
    +1/-1     
    footer.html
    Update footer links and social media URLs.                             

    docs/overrides/partials/footer.html

  • Updated footer links and social media URLs.
  • Corrected company name capitalization.
  • +7/-7     
    improve.md
    Enhance documentation for improve tool with new features.

    docs/docs/tools/improve.md

  • Added sections on implementing code suggestions and dual publishing
    mode.
  • Updated examples and configuration options for improve tool.
  • Corrected links and references to PR-Insight.
  • +57/-14 
    review.md
    Update review tool documentation with correct references.

    docs/docs/tools/review.md

  • Updated references from Qodo Merge to PR-Insight.
  • Corrected links and configuration examples.
  • +8/-7     
    github.md
    Improve GitHub installation guide with clearer instructions.

    docs/docs/installation/github.md

  • Reorganized sections for clarity in GitHub installation guide.
  • Updated examples for using specific releases and enterprise server.
  • +34/-35 
    pr_insight_pro.md
    Update PR-Insight Pro overview with correct references.   

    docs/docs/overview/pr_insight_pro.md

  • Updated references to Khulnasoft and PR-Insight Pro features.
  • Corrected links to documentation sections.
  • +5/-5     
    gitlab.md
    Improve GitLab installation guide with clearer instructions.

    docs/docs/installation/gitlab.md

  • Updated instructions for GitLab webhook server setup.
  • Improved clarity and organization of setup steps.
  • +24/-9   
    additional_configurations.md
    Update additional configurations guide with correct references.

    docs/docs/usage-guide/additional_configurations.md

  • Updated links and references to PR-Insight documentation.
  • Clarified instructions for ignoring files from analysis.
  • +4/-4     
    bitbucket.md
    Improve Bitbucket installation guide with correct references.

    docs/docs/installation/bitbucket.md

  • Updated instructions for Bitbucket installation and setup.
  • Corrected references to PR-Insight Pro and related links.
  • +3/-3     
    pr_insight_pro.md
    Update URLs and correct application names in documentation.

    docs/docs/installation/pr_insight_pro.md

  • Updated URL for PR-Insight Pro details.
  • Corrected image alt text.
  • Fixed application name from "Qodo Merge Pro" to "PR-Insight Pro".
  • +4/-4     
    index.md
    Add links to technical blogs on core abilities.                   

    docs/docs/core-abilities/index.md

  • Added a new section for technical blogs.
  • Included links to various blogs on code generation, development
    processes, and cost optimization.
  • +17/-1   
    configuration_options.md
    Update configuration options documentation and supported platforms.

    docs/docs/usage-guide/configuration_options.md

  • Updated URL for the Tools Guide.
  • Added Bitbucket to supported platforms.
  • Corrected application name formatting.
  • +4/-4     
    locally.md
    Correct capitalization in local installation documentation.

    docs/docs/installation/locally.md

  • Corrected capitalization in example PR URL.
  • Fixed repository clone URL capitalization.
  • +3/-3     
    index.md
    Fix typos and update URLs in installation guide.                 

    docs/docs/installation/index.md

  • Fixed typo in the word "your" in self-hosted installation
    instructions.
  • Updated URL for PR-Insight Pro installation details.
  • +2/-2     
    changing_a_model.md
    Add configuration instructions for Google AI Studio models.

    docs/docs/usage-guide/changing_a_model.md

    • Added instructions for using Google AI Studio models.
    +17/-0   
    custom_labels.md
    Fix typo in custom labels documentation.                                 

    docs/docs/tools/custom_labels.md

    • Corrected typo in the word "your" in custom labels documentation.
    +2/-2     
    automations_and_usage.md
    Update URL for configuration file options in usage guide.

    docs/docs/usage-guide/automations_and_usage.md

    • Updated URL for configuration file options.
    +1/-1     
    index.md
    Simplify tool name in overview documentation.                       

    docs/docs/overview/index.md

    • Removed "KhulnaSoft" from the tool's name in the overview.
    +2/-2     
    azure.md
    Correct display name and image alt text in Azure installation guide.

    docs/docs/installation/azure.md

  • Corrected display name for running PR-Insight in Azure DevOps.
  • Fixed image alt text.
  • +2/-2     
    metadata.md
    Correct URL for Dynamic Context in core abilities.             

    docs/docs/core-abilities/metadata.md

    • Fixed URL for Dynamic Context in metadata documentation.
    +1/-1     
    describe.md
    Update default configuration for publish_labels in describe tool.

    docs/docs/tools/describe.md

  • Changed default value of publish_labels to false in documentation.
  • +2/-2     
    index.md
    Correct capitalization in FAQ documentation.                         

    docs/docs/faq/index.md

  • Corrected capitalization of "Khulnasoft" in SaaS deployment
    description.
  • +1/-1     
    introduction.md
    Simplify tool name in introduction documentation.               

    docs/docs/usage-guide/introduction.md

    • Removed "KhulnaSoft" from the tool's name in the introduction.
    +1/-1     
    index.md
    Simplify tool name in main overview.                                         

    docs/docs/index.md

    • Removed "KhulnaSoft" from the tool's name in the overview.
    +1/-1     
    Configuration changes
    6 files
    pyproject.toml
    Refactor project metadata and ruff configuration.               

    pyproject.toml

  • Updated project description and classifiers.
  • Refactored ruff configuration for clarity.
  • Removed duplicate entries and adjusted package data settings.
  • +34/-24 
    configuration.toml
    Update default configuration settings for PR-Insight.       

    pr_insight/settings/configuration.toml

  • Updated default configuration settings for PR-Insight.
  • Added new configuration options for code suggestions.
  • +8/-3     
    mkdocs.yml
    Update site name and correct social media links.                 

    docs/mkdocs.yml

  • Updated site name to include "formerly known as PR-Insight".
  • Corrected YouTube link.
  • +2/-2     
    .secrets_template.toml
    Add Google AI Studio and GitLab webhook configurations.   

    pr_insight/settings/.secrets_template.toml

  • Added section for Google AI Studio API key.
  • Added shared secret for GitLab webhook.
  • +4/-0     
    atlassian-connect.json
    Update Atlassian Connect permissions for enhanced functionality.

    pr_insight/servers/atlassian-connect.json

  • Added write permissions for repository and pull request scopes.
  • Added wiki scope to permissions.
  • +4/-3     
    docs-ci.yaml
    Update GitHub Actions bot email configuration.                     

    .github/workflows/docs-ci.yaml

    • Updated email for GitHub Actions bot configuration.
    +1/-1     
    Formatting
    2 files
    README.md
    Remove unnecessary newline in README.                                       

    README.md

    • Removed unnecessary newline at the end of the file.
    +1/-1     
    pr_description_prompts.toml
    Improve formatting consistency in description prompts.     

    pr_insight/settings/pr_description_prompts.toml

    • Added a newline for formatting consistency.
    +1/-0     

    💡 PR-Agent usage: Comment /help "your question" on any pull request to receive relevant information

    Summary by CodeRabbit

    • New Features

      • Added support for Google AI Studio and other AI models with detailed configuration instructions.
      • Introduced new features in the PR-Insight Chrome extension, including "PR-Insight filters" and "Code suggestions interinsights."
    • Documentation

      • Enhanced README with new sections on recent features and platform support.
      • Updated installation guides for various platforms including GitHub, GitLab, and Azure DevOps.
      • Improved clarity and structure in the usage guide and configuration options documentation.
      • Expanded documentation for the describe and improve tools, detailing new configuration options and functionalities.
    • Bug Fixes

      • Fixed inconsistencies in naming and formatting across documentation.
      • Enhanced error handling and logging in various tools and classes.
    • Refactor

      • Streamlined code for better readability and maintainability in multiple classes and functions.
      • Improved logic for handling pull request events and ticket extraction processes.
    • Chores

      • Updated dependencies in requirements.txt and pyproject.toml.
      • Removed outdated or unnecessary code and documentation references.

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    Contributor

    sourcery-ai bot commented Oct 31, 2024

    Reviewer's Guide by Sourcery

    This PR implements significant changes to improve suggestion tracking functionality and refactors several core components. The main changes include removing unused database-related code, implementing a new documentation content handling approach, updating configuration parameters for suggestion tracking, and making various improvements to code organization and error handling.

    Sequence diagram for new documentation content handling

    sequenceDiagram
        participant User
        participant PRHelpMessage
        participant FileSystem
        participant Logger
    
        User->>PRHelpMessage: run()
        PRHelpMessage->>FileSystem: Get list of markdown files
        FileSystem-->>PRHelpMessage: List of markdown files
        PRHelpMessage->>Logger: Log token count
        PRHelpMessage->>PRHelpMessage: Check token limit
        alt Token count exceeds limit
            PRHelpMessage->>PRHelpMessage: Clip tokens
        end
        PRHelpMessage->>User: Return documentation prompt
    
    Loading

    File-Level Changes

    Change Details Files
    Removed unused database-related code for similarity search
    • Removed get_sim_results_from_s3_db method
    • Removed get_sim_results_from_local_db method
    • Removed get_sim_results_from_pinecone_db method
    pr_insight/tools/pr_help_message.py
    Implemented new documentation content handling approach
    • Added logic to read and process markdown files from docs directory
    • Implemented file prioritization for documentation processing
    • Added token counting and clipping for documentation content
    pr_insight/tools/pr_help_message.py
    Enhanced suggestion tracking functionality
    • Added dual publishing mode for code suggestions
    • Implemented suggestion folding on self-review
    • Added configuration parameter for dual publishing threshold
    docs/docs/tools/improve.md
    pr_insight/settings/configuration.toml
    Improved error handling and code organization
    • Refactored configuration error handling
    • Improved suggestion processing logic
    • Enhanced error handling in git providers
    pr_insight/git_providers/utils.py
    pr_insight/tools/pr_code_suggestions.py
    pr_insight/git_providers/github_provider.py

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    coderabbitai bot commented Oct 31, 2024

    Caution

    Review failed

    The pull request is closed.

    Walkthrough

    The pull request includes a series of changes across multiple files, primarily focusing on documentation updates, configuration adjustments, and enhancements to the codebase. Key modifications involve the removal of the Dependabot configuration, updates to email settings for GitHub Actions, and significant improvements to the README and other documentation files. Additionally, new sections and features have been added to enhance user guidance and clarity. The codebase also sees updates to error handling, logging, and the introduction of new configuration parameters to improve functionality and usability.

    Changes

    File Path Change Summary
    .github/dependabot.yml Removed Dependabot configuration for GitHub Actions and Python updates.
    .github/workflows/docs-ci.yaml Updated email configuration for Git credentials used by GitHub Actions bot.
    README.md Expanded "News and Updates" section with new features and projects; improved "Overview" section with a table of commands across platforms; minor formatting adjustments.
    docs/docs/core-abilities/index.md Added "Blogs" section with links to technical blogs; retained existing core abilities.
    docs/docs/core-abilities/metadata.md Clarified functionality of PR-Insight in retrieving metadata; detailed command outputs.
    docs/docs/faq/index.md Updated company name for consistency; clarified PR-Insight's role in the review process.
    docs/docs/index.md Removed prefix "KhulnaSoft" from tool name; preserved document structure.
    docs/docs/installation/*.md Various updates for clarity and consistency across Azure, Bitbucket, GitHub, and GitLab installation documentation.
    docs/docs/usage-guide/*.md Enhanced clarity and usability of usage instructions; added sections for new AI models.
    pr_insight/algo/__init__.py Added new entries to MAX_TOKENS dictionary for various models.
    pr_insight/algo/ai_handlers/litellm_ai_handler.py Enhanced Google AI Studio integration; improved error handling for image links.
    pr_insight/algo/git_patch_processing.py Updated error handling and control flow adjustments in patch processing functions.
    pr_insight/algo/utils.py Introduced PRDescriptionHeader enumeration class for standardizing headers.
    pr_insight/git_providers/*.py Various modifications to enhance error handling and streamline logic for GitHub and Bitbucket providers.
    pr_insight/settings/*.toml Added new configuration options and refined existing settings for various integrations.
    requirements.txt Updated, added, and removed dependencies; adjusted version specifications.
    tests/unittest/*.py Enhanced test coverage for Bitbucket provider; refined expected outputs in markdown conversion tests.

    Poem

    In the garden where code does bloom,
    Changes sprout, dispelling gloom.
    With updates bright and docs anew,
    PR-Insight hops to help you through! 🐇✨
    From GitHub to Bitbucket's embrace,
    Let's celebrate this coding space!


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    PR Reviewer Guide 🔍

    Here are some key observations to aid the review process:

    ⏱️ Estimated effort to review: 4 🔵🔵🔵🔵⚪
    🧪 No relevant tests
    🔒 No security concerns identified
    ⚡ Recommended focus areas for review

    Performance Concern
    The new implementation for loading documentation files may be inefficient for large documentation sets. Consider implementing pagination or lazy loading for better performance.

    Code Smell
    The function 'convert_to_hunks_with_lines_numbers' has become more complex with nested conditions. Consider refactoring for better readability and maintainability.

    Possible Bug
    The changes in '_parse_pr_url' and '_parse_issue_url' methods may not handle all possible URL formats correctly. Ensure comprehensive testing with various URL structures.

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    @sourcery-ai sourcery-ai bot left a comment

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    We have skipped reviewing this pull request. It seems to have been created by a bot (hey, khulnasoft-bot!). We assume it knows what it's doing!

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    PR Code Suggestions ✨

    Explore these optional code suggestions:

    CategorySuggestion                                                                                                                                    Score
    Enhancement
    Refactor kwargs assignment to reduce code duplication and improve maintainability

    Consider extracting the common kwargs into a separate dictionary and then updating
    it based on the model type. This can reduce code duplication and improve
    maintainability.

    pr_insight/algo/ai_handlers/litellm_ai_handler.py [194-217]

    +kwargs = {
    +    "model": model,
    +    "deployment_id": deployment_id,
    +    "timeout": get_settings().config.ai_timeout,
    +    "api_base": self.api_base,
    +}
    +
     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,
    -        "messages": messages,
    -        "temperature": temperature,
    -        "timeout": get_settings().config.ai_timeout,
    -        "api_base": self.api_base,
    -    }
    +    kwargs["temperature"] = temperature
     
    +kwargs["messages"] = messages
    +
    • Apply this suggestion
    Suggestion importance[1-10]: 8

    Why: This suggestion effectively reduces code duplication and enhances maintainability by consolidating common kwargs, making the code cleaner and easier to manage.

    8
    Simplify file content retrieval logic using a ternary operator and a helper method

    Consider using a ternary operator to simplify the logic for setting
    original_file_content_str. This can make the code more concise and easier to read.

    pr_insight/git_providers/azuredevops_provider.py [339-354]

    -if edit_type == EDIT_TYPE.ADDED:
    -    original_file_content_str = ""
    -else:
    +original_file_content_str = "" if edit_type == EDIT_TYPE.ADDED else self.get_original_file_content(file, version)
    +
    +def get_original_file_content(self, file, version):
         try:
    -        original_file_content_str = self.azure_devops_client.get_item(
    +        content = self.azure_devops_client.get_item(
                 repository_id=self.repo_slug,
                 path=file,
                 project=self.workspace_slug,
                 version_descriptor=version,
                 download=False,
                 include_content=True,
             )
    -        original_file_content_str = original_file_content_str.content
    +        return content.content
         except Exception as error:
             get_logger().error(f"Failed to retrieve original file content of {file} at version {version}", error=error)
    -        original_file_content_str = ""
    +        return ""
    • Apply this suggestion
    Suggestion importance[1-10]: 7

    Why: The suggestion improves code readability and maintainability by using a ternary operator and extracting logic into a helper method, reducing duplication and clarifying the retrieval process.

    7
    Provide more context about the suggestion scoring system in the dual publishing mode explanation

    In the "Dual publishing mode" section, consider adding a brief explanation of the
    scoring system used for suggestions to provide more context for the
    dual_publishing_score_threshold parameter.

    docs/docs/tools/improve.md [125]

    -Where x represents the minimum score threshold (>=) for suggestions to be presented as commitable PR comments in addition to the table. Default is -1 (disabled).
    +Where x represents the minimum score threshold (>=) for suggestions to be presented as commitable PR comments in addition to the table. Default is -1 (disabled). The scoring system evaluates suggestions based on factors such as impact, complexity, and relevance, with higher scores indicating more critical suggestions.
    • Apply this suggestion
    Suggestion importance[1-10]: 7

    Why: This suggestion adds important context about the scoring system, which is crucial for users to understand how the dual_publishing_score_threshold parameter works. It enhances user comprehension and the effective use of the feature.

    7
    Optimize function flow by checking processing eligibility early

    Consider moving the should_process_pr_logic check to the beginning of the function
    to avoid unnecessary processing when it's not needed.

    pr_insight/servers/github_app.py [373-380]

     async def _perform_auto_commands_github(commands_conf: str, insight: PRInsight, body: dict, api_url: str,
                                             log_context: dict):
    +    if not should_process_pr_logic(body):
    +        return {}
         apply_repo_settings(api_url)
    -    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")
    • Apply this suggestion
    Suggestion importance[1-10]: 6

    Why: Moving the eligibility check to the beginning of the function can improve performance by avoiding unnecessary processing, although the impact is minor.

    6
    Optimize function flow by checking processing eligibility early for Bitbucket app

    Consider moving the should_process_pr_logic check to the beginning of the function
    to avoid unnecessary processing when it's not needed, similar to the GitHub app
    implementation.

    pr_insight/servers/bitbucket_app.py [78-85]

     async def _perform_commands_bitbucket(commands_conf: str, insight: PRInsight, api_url: str, log_context: dict, data: dict):
    +    if data.get("event", "") == "pullrequest:created" and not should_process_pr_logic(data):
    +        return
         apply_repo_settings(api_url)
    -    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:
    • Apply this suggestion
    Suggestion importance[1-10]: 6

    Why: Similar to the GitHub app, this suggestion enhances performance by checking processing eligibility early, preventing unnecessary operations, albeit with a minor impact.

    6
    Enhance the introduction of the implementation section to provide better context and guidance

    Add a brief introduction to the "Implementing the proposed code suggestions" section
    to provide context and emphasize the importance of this information.

    docs/docs/tools/improve.md [100-101]

     ### Implementing the proposed code suggestions
    +Understanding how to effectively implement AI-generated code suggestions is crucial for maximizing the benefits of the `improve` tool. Here's a breakdown of the key elements and best practices:
    +
     Each generated suggestion consists of three key elements:
    • Apply this suggestion
    Suggestion importance[1-10]: 6

    Why: Adding an introduction provides valuable context and guidance, helping users understand the importance of implementing suggestions effectively. This improves the documentation's usability, though it is not addressing a critical issue.

    6
    Enhance the description of the extra_instructions parameter with examples for better user understanding

    In the "Configuration Options" table, consider adding a brief explanation or example
    for the extra_instructions parameter to help users understand how to effectively use
    this feature.

    docs/docs/tools/improve.md [283-286]

     <tr>
       <td><b>extra_instructions</b></td>
    -  <td>Additional instructions to be given to the AI model when generating suggestions.</td>
    +  <td>Additional instructions to be given to the AI model when generating suggestions. For example: "Focus on improving code performance" or "Suggest ways to enhance error handling".</td>
     </tr>
    • Apply this suggestion
    Suggestion importance[1-10]: 6

    Why: Providing examples for the extra_instructions parameter helps users understand how to utilize this feature effectively, improving the documentation's clarity and usefulness. It is a helpful enhancement but not critical.

    6
    Improve section title clarity by using a more descriptive and specific heading

    Consider using a more specific and descriptive title for the "Suggestion tracking"
    section, such as "Automated Suggestion Tracking and Documentation".

    docs/docs/tools/improve.md [70]

    -## Suggestion tracking 💎
    +## Automated Suggestion Tracking and Documentation 💎
    • Apply this suggestion
    Suggestion importance[1-10]: 5

    Why: The suggestion improves clarity by making the section title more descriptive, which can help users better understand the content. However, it is a minor enhancement and does not address any critical issues.

    5
    Performance
    Use a set comprehension instead of a list comprehension for filtering unique files

    Consider using a set comprehension instead of a list comprehension for md_files to
    improve performance, as you're using it to filter out duplicates.

    pr_insight/tools/pr_help_message.py [87]

    -md_files = [file for file in md_files if not any(folder in str(file) for folder in folders_to_exclude) and not any(file.name == file_to_exclude for file_to_exclude in files_to_exclude)]
    +md_files = {file for file in md_files if not any(folder in str(file) for folder in folders_to_exclude) and not any(file.name == file_to_exclude for file_to_exclude in files_to_exclude)}
    • Apply this suggestion
    Suggestion importance[1-10]: 5

    Why: The suggestion to use a set comprehension instead of a list comprehension is valid for improving performance by eliminating duplicates. However, the original code does not indicate that duplicates are a concern, so the impact is moderate.

    5

    💡 Need additional feedback ? start a PR chat

    path_parts = parsed_url.path.strip('/').split('/')
    if self.base_domain in parsed_url.netloc:
    if 'api.github.com' in parsed_url.netloc or '/api/v3' in pr_url:

    Check failure

    Code scanning / CodeQL

    Incomplete URL substring sanitization High

    The string
    api.github.com
    may be at an arbitrary position in the sanitized URL.

    Copilot Autofix AI about 2 months ago

    To fix the problem, we need to ensure that the URL is properly parsed and the host value is checked correctly. Instead of using a substring match, we should use the urlparse function to parse the URL and then check if the hostname matches the expected value. This approach will prevent bypasses by ensuring that the hostname is exactly what we expect.

    The best way to fix this issue is to replace the substring check with a proper hostname check using the urlparse function. Specifically, we will:

    1. Parse the URL using urlparse.
    2. Check if the hostname of the parsed URL matches api.github.com.
    Suggested changeset 1
    pr_insight/git_providers/github_provider.py

    Autofix patch

    Autofix patch
    Run the following command in your local git repository to apply this patch
    cat << 'EOF' | git apply
    diff --git a/pr_insight/git_providers/github_provider.py b/pr_insight/git_providers/github_provider.py
    --- a/pr_insight/git_providers/github_provider.py
    +++ b/pr_insight/git_providers/github_provider.py
    @@ -616,3 +616,3 @@
             path_parts = parsed_url.path.strip('/').split('/')
    -        if 'api.github.com' in parsed_url.netloc or '/api/v3' in pr_url:
    +        if parsed_url.hostname == 'api.github.com' or '/api/v3' in pr_url:
                 if len(path_parts) < 5 or path_parts[3] != 'pulls':
    EOF
    @@ -616,3 +616,3 @@
    path_parts = parsed_url.path.strip('/').split('/')
    if 'api.github.com' in parsed_url.netloc or '/api/v3' in pr_url:
    if parsed_url.hostname == 'api.github.com' or '/api/v3' in pr_url:
    if len(path_parts) < 5 or path_parts[3] != 'pulls':
    Copilot is powered by AI and may make mistakes. Always verify output.
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    path_parts = parsed_url.path.strip('/').split('/')
    if self.base_domain in parsed_url.netloc:
    if 'api.github.com' in parsed_url.netloc:

    Check failure

    Code scanning / CodeQL

    Incomplete URL substring sanitization High

    The string
    api.github.com
    may be at an arbitrary position in the sanitized URL.

    Copilot Autofix AI about 2 months ago

    To fix the problem, we need to ensure that the URL's host is correctly validated to prevent malicious URLs from bypassing the check. We will use the urlparse function to parse the URL and then check the hostname attribute to ensure it matches the expected domain.

    • Replace the substring check with a check on the parsed URL's hostname.
    • Ensure the hostname is exactly api.github.com or ends with .github.com to allow for subdomains.
    Suggested changeset 1
    pr_insight/git_providers/github_provider.py

    Autofix patch

    Autofix patch
    Run the following command in your local git repository to apply this patch
    cat << 'EOF' | git apply
    diff --git a/pr_insight/git_providers/github_provider.py b/pr_insight/git_providers/github_provider.py
    --- a/pr_insight/git_providers/github_provider.py
    +++ b/pr_insight/git_providers/github_provider.py
    @@ -616,3 +616,3 @@
             path_parts = parsed_url.path.strip('/').split('/')
    -        if 'api.github.com' in parsed_url.netloc or '/api/v3' in pr_url:
    +        if parsed_url.hostname == 'api.github.com' or parsed_url.hostname.endswith('.github.com') or '/api/v3' in pr_url:
                 if len(path_parts) < 5 or path_parts[3] != 'pulls':
    @@ -644,3 +644,3 @@
             path_parts = parsed_url.path.strip('/').split('/')
    -        if 'api.github.com' in parsed_url.netloc:
    +        if parsed_url.hostname == 'api.github.com' or parsed_url.hostname.endswith('.github.com'):
                 if len(path_parts) < 5 or path_parts[3] != 'issues':
    EOF
    @@ -616,3 +616,3 @@
    path_parts = parsed_url.path.strip('/').split('/')
    if 'api.github.com' in parsed_url.netloc or '/api/v3' in pr_url:
    if parsed_url.hostname == 'api.github.com' or parsed_url.hostname.endswith('.github.com') or '/api/v3' in pr_url:
    if len(path_parts) < 5 or path_parts[3] != 'pulls':
    @@ -644,3 +644,3 @@
    path_parts = parsed_url.path.strip('/').split('/')
    if 'api.github.com' in parsed_url.netloc:
    if parsed_url.hostname == 'api.github.com' or parsed_url.hostname.endswith('.github.com'):
    if len(path_parts) < 5 or path_parts[3] != 'issues':
    Copilot is powered by AI and may make mistakes. Always verify output.
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    Please select one or more of the options
    @@ -83,7 +83,7 @@
    async def _get_prediction(self, model: str):
    variables = copy.deepcopy(self.vars)
    variables["diff"] = self.patches_diff # update diff
    environment = Environment(undefined=StrictUndefined, autoescape=select_autoescape(['html', 'xml']))
    environment = Environment(undefined=StrictUndefined)

    Check warning

    Code scanning / CodeQL

    Jinja2 templating with autoescape=False Medium

    Using jinja2 templates with autoescape=False can potentially allow XSS attacks.

    Copilot Autofix AI about 2 months ago

    To fix the problem, we need to ensure that the Jinja2 Environment object is created with autoescape enabled. This can be done by using the select_autoescape function, which will automatically enable escaping for specific file extensions like HTML and XML. This change will ensure that any content rendered in the templates is properly escaped, mitigating the risk of XSS attacks.

    Suggested changeset 1
    pr_insight/tools/pr_add_docs.py

    Autofix patch

    Autofix patch
    Run the following command in your local git repository to apply this patch
    cat << 'EOF' | git apply
    diff --git a/pr_insight/tools/pr_add_docs.py b/pr_insight/tools/pr_add_docs.py
    --- a/pr_insight/tools/pr_add_docs.py
    +++ b/pr_insight/tools/pr_add_docs.py
    @@ -5,3 +5,3 @@
     
    -from jinja2 import Environment, StrictUndefined
    +from jinja2 import Environment, StrictUndefined, select_autoescape
     
    @@ -85,3 +85,3 @@
             variables["diff"] = self.patches_diff  # update diff
    -        environment = Environment(undefined=StrictUndefined)
    +        environment = Environment(undefined=StrictUndefined, autoescape=select_autoescape(['html', 'xml']))
             system_prompt = environment.from_string(get_settings().pr_add_docs_prompt.system).render(variables)
    EOF
    @@ -5,3 +5,3 @@

    from jinja2 import Environment, StrictUndefined
    from jinja2 import Environment, StrictUndefined, select_autoescape

    @@ -85,3 +85,3 @@
    variables["diff"] = self.patches_diff # update diff
    environment = Environment(undefined=StrictUndefined)
    environment = Environment(undefined=StrictUndefined, autoescape=select_autoescape(['html', 'xml']))
    system_prompt = environment.from_string(get_settings().pr_add_docs_prompt.system).render(variables)
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    Please select one or more of the options
    from bs4 import BeautifulSoup, Comment
    soup = BeautifulSoup(s, 'html.parser')
    comment = soup.find(string=lambda text: isinstance(text, Comment))
    r = re.compile(r"<!--.*?-->")

    Check failure

    Code scanning / CodeQL

    Bad HTML filtering regexp High

    This regular expression does not match comments containing newlines.

    Copilot Autofix AI about 2 months ago

    To fix the problem, we should replace the custom regular expression with a more robust solution that can handle multi-line comments. The best way to achieve this is by using a well-tested HTML parsing library like BeautifulSoup from the bs4 package. This library can accurately parse HTML content, including comments, and handle various edge cases that a custom regular expression might miss.

    Steps to fix:

    1. Import the BeautifulSoup class from the bs4 package.
    2. Replace the regular expression-based comment extraction with BeautifulSoup to find HTML comments.
    3. Update the extract_link method to use BeautifulSoup for parsing the input string and extracting the comment content.
    Suggested changeset 2
    pr_insight/tools/pr_code_suggestions.py

    Autofix patch

    Autofix patch
    Run the following command in your local git repository to apply this patch
    cat << 'EOF' | git apply
    diff --git a/pr_insight/tools/pr_code_suggestions.py b/pr_insight/tools/pr_code_suggestions.py
    --- a/pr_insight/tools/pr_code_suggestions.py
    +++ b/pr_insight/tools/pr_code_suggestions.py
    @@ -21,3 +21,3 @@
     import difflib
    -import re
    +from bs4 import BeautifulSoup
     
    @@ -313,8 +313,8 @@
         def extract_link(self, s):
    -        r = re.compile(r"<!--.*?-->")
    -        match = r.search(s)
    +        soup = BeautifulSoup(s, 'html.parser')
    +        comment = soup.find(string=lambda text: isinstance(text, Comment))
     
             up_to_commit_txt = ""
    -        if match:
    -            up_to_commit_txt = f" up to commit {match.group(0)[4:-3].strip()}"
    +        if comment:
    +            up_to_commit_txt = f" up to commit {comment.strip()}"
             return up_to_commit_txt
    EOF
    @@ -21,3 +21,3 @@
    import difflib
    import re
    from bs4 import BeautifulSoup

    @@ -313,8 +313,8 @@
    def extract_link(self, s):
    r = re.compile(r"<!--.*?-->")
    match = r.search(s)
    soup = BeautifulSoup(s, 'html.parser')
    comment = soup.find(string=lambda text: isinstance(text, Comment))

    up_to_commit_txt = ""
    if match:
    up_to_commit_txt = f" up to commit {match.group(0)[4:-3].strip()}"
    if comment:
    up_to_commit_txt = f" up to commit {comment.strip()}"
    return up_to_commit_txt
    requirements.txt
    Outside changed files

    Autofix patch

    Autofix patch
    Run the following command in your local git repository to apply this patch
    cat << 'EOF' | git apply
    diff --git a/requirements.txt b/requirements.txt
    --- a/requirements.txt
    +++ b/requirements.txt
    @@ -40 +40,3 @@
     # langchain-openai==0.1.20
    +
    +beautifulsoup4==4.12.3
    \ No newline at end of file
    EOF
    @@ -40 +40,3 @@
    # langchain-openai==0.1.20

    beautifulsoup4==4.12.3
    This fix introduces these dependencies
    Package Version Security advisories
    beautifulsoup4 (pypi) 4.12.3 None
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    Please select one or more of the options
    @@ -604,7 +606,7 @@

    variables = {'suggestion_list': suggestion_list, 'suggestion_str': suggestion_str}
    model = get_settings().config.model
    environment = Environment(undefined=StrictUndefined, autoescape=select_autoescape(['html', 'xml']))
    environment = Environment(undefined=StrictUndefined)

    Check warning

    Code scanning / CodeQL

    Jinja2 templating with autoescape=False Medium

    Using jinja2 templates with autoescape=False can potentially allow XSS attacks.

    Copilot Autofix AI about 2 months ago

    To fix the problem, we need to ensure that the Jinja2 Environment is created with autoescape enabled. This can be done by using the select_autoescape function, which will automatically enable escaping for specific file extensions like HTML and XML. This change will ensure that any untrusted input is properly escaped, mitigating the risk of XSS attacks.

    Suggested changeset 1
    pr_insight/tools/pr_code_suggestions.py

    Autofix patch

    Autofix patch
    Run the following command in your local git repository to apply this patch
    cat << 'EOF' | git apply
    diff --git a/pr_insight/tools/pr_code_suggestions.py b/pr_insight/tools/pr_code_suggestions.py
    --- a/pr_insight/tools/pr_code_suggestions.py
    +++ b/pr_insight/tools/pr_code_suggestions.py
    @@ -5,3 +5,3 @@
     from typing import Dict, List
    -from jinja2 import Environment, StrictUndefined
    +from jinja2 import Environment, StrictUndefined, select_autoescape
     
    @@ -608,3 +608,3 @@
                 model = get_settings().config.model
    -            environment = Environment(undefined=StrictUndefined)
    +            environment = Environment(undefined=StrictUndefined, autoescape=select_autoescape(['html', 'xml']))
                 system_prompt = environment.from_string(get_settings().pr_sort_code_suggestions_prompt.system).render(
    EOF
    @@ -5,3 +5,3 @@
    from typing import Dict, List
    from jinja2 import Environment, StrictUndefined
    from jinja2 import Environment, StrictUndefined, select_autoescape

    @@ -608,3 +608,3 @@
    model = get_settings().config.model
    environment = Environment(undefined=StrictUndefined)
    environment = Environment(undefined=StrictUndefined, autoescape=select_autoescape(['html', 'xml']))
    system_prompt = environment.from_string(get_settings().pr_sort_code_suggestions_prompt.system).render(
    Copilot is powered by AI and may make mistakes. Always verify output.
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    Please select one or more of the options
    @@ -134,7 +134,7 @@
    variables = copy.deepcopy(self.vars)
    variables["diff"] = self.patches_diff # update diff

    environment = Environment(undefined=StrictUndefined, autoescape=select_autoescape(['html', 'xml']))
    environment = Environment(undefined=StrictUndefined)

    Check warning

    Code scanning / CodeQL

    Jinja2 templating with autoescape=False Medium

    Using jinja2 templates with autoescape=False can potentially allow XSS attacks.

    Copilot Autofix AI about 2 months ago

    To fix the problem, we need to ensure that the Jinja2 environment is created with autoescaping enabled. This can be done by using the select_autoescape function provided by Jinja2, which automatically enables autoescaping for specific file extensions like HTML and XML. This change will ensure that any untrusted input is properly escaped, mitigating the risk of XSS attacks.

    Suggested changeset 1
    pr_insight/tools/pr_generate_labels.py

    Autofix patch

    Autofix patch
    Run the following command in your local git repository to apply this patch
    cat << 'EOF' | git apply
    diff --git a/pr_insight/tools/pr_generate_labels.py b/pr_insight/tools/pr_generate_labels.py
    --- a/pr_insight/tools/pr_generate_labels.py
    +++ b/pr_insight/tools/pr_generate_labels.py
    @@ -5,3 +5,3 @@
     
    -from jinja2 import Environment, StrictUndefined
    +from jinja2 import Environment, StrictUndefined, select_autoescape
     
    @@ -136,3 +136,3 @@
     
    -        environment = Environment(undefined=StrictUndefined)
    +        environment = Environment(undefined=StrictUndefined, autoescape=select_autoescape(['html', 'xml']))
             set_custom_labels(variables, self.git_provider)
    EOF
    @@ -5,3 +5,3 @@

    from jinja2 import Environment, StrictUndefined
    from jinja2 import Environment, StrictUndefined, select_autoescape

    @@ -136,3 +136,3 @@

    environment = Environment(undefined=StrictUndefined)
    environment = Environment(undefined=StrictUndefined, autoescape=select_autoescape(['html', 'xml']))
    set_custom_labels(variables, self.git_provider)
    Copilot is powered by AI and may make mistakes. Always verify output.
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    Please select one or more of the options
    @khulnasoft-bot khulnasoft-bot merged commit 6176447 into main Oct 31, 2024
    5 of 6 checks passed
    Copy link

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    Actionable comments posted: 47

    🧹 Outside diff range and nitpick comments (60)
    requirements.txt (1)

    35-37: Review pinecone repository change.

    The pinecone-datasets repository source has changed from khulnasoft-lab to mrT23. This change in source repository ownership needs verification:

    1. Ensure the new repository is trusted
    2. Verify it maintains the same functionality

    Consider forking the repository to maintain control over the dependency source.

    pyproject.toml (1)

    42-42: Consider using a more standard comment format.

    While the comment is helpful, consider using the more standard TOML comment format with a single #.

    -include = ["pr_insight*"] # include pr_insight and any sub-packages it finds under it.
    +include = ["pr_insight*"]  # Include pr_insight and any sub-packages it finds under it
    pr_insight/settings/pr_help_prompts.toml (1)

    30-35: Consider providing a concrete example instead of placeholders.

    The current example uses ellipsis (...) as placeholders. A real-world example would be more helpful for understanding the expected output format.

    user_question: |
    -  ...
    +  How do I use the 'review' command?
    response: |
    -  ...
    +  The 'review' command helps you analyze pull requests. You can use it by running `pr-insight review <PR_URL>`.
    relevant_sections:
    - file_name: "src/file1.py"
      relevant_section_header_string: |
    -    ...
    +    ## Using the Review Command
    - ...
    +- file_name: "docs/commands.md"
    +  relevant_section_header_string: |
    +    ### PR Review Functionality
    docs/docs/installation/bitbucket.md (3)

    Line range hint 6-21: Consider pinning the Docker image version.

    For security and reproducibility, it's recommended to use a specific version tag instead of latest for the Docker image.

    -              - docker run -e CONFIG.GIT_PROVIDER=bitbucket -e OPENAI.KEY=$OPENAI_API_KEY -e BITBUCKET.BEARER_TOKEN=$BITBUCKET_BEARER_TOKEN khulnasoft/pr-insight:latest --pr_url=https://bitbucket.org/$BITBUCKET_WORKSPACE/$BITBUCKET_REPO_SLUG/pull-requests/$BITBUCKET_PR_ID review
    +              - docker run -e CONFIG.GIT_PROVIDER=bitbucket -e OPENAI.KEY=$OPENAI_API_KEY -e BITBUCKET.BEARER_TOKEN=$BITBUCKET_BEARER_TOKEN khulnasoft/pr-insight:1.0.0 --pr_url=https://bitbucket.org/$BITBUCKET_WORKSPACE/$BITBUCKET_REPO_SLUG/pull-requests/$BITBUCKET_PR_ID review

    Line range hint 38-42: Consider adding security best practices for token management.

    While the instructions for token generation are clear, consider adding:

    1. Recommended token permissions/scopes
    2. Token rotation guidelines
    3. Warning about not committing .secret.toml to version control

    Line range hint 61-71: Enhance webhook security configuration.

    The current webhook setup with "Authentication None" could be improved:

    1. Add instructions for webhook secrets/tokens
    2. Recommend HTTPS endpoints only
    3. Include version tag for Docker image
    -docker build . -t khulnasoft/pr-insight:bitbucket_server_webhook --target bitbucket_server_webhook -f docker/Dockerfile
    +docker build . -t khulnasoft/pr-insight:bitbucket_server_webhook-1.0.0 --target bitbucket_server_webhook -f docker/Dockerfile
    -docker push khulnasoft/pr-insight:bitbucket_server_webhook  # Push to your Docker repository
    +docker push khulnasoft/pr-insight:bitbucket_server_webhook-1.0.0  # Push to your Docker repository

    Also, consider adding these security-focused instructions:

    ### Webhook Security
    1. Generate a webhook secret token
    2. Configure webhook authentication in Bitbucket settings
    3. Ensure your webhook endpoint uses HTTPS
    4. Validate webhook payloads in your server
    🧰 Tools
    🪛 Markdownlint

    62-62: null
    Fenced code blocks should have a language specified

    (MD040, fenced-code-language)

    docs/docs/core-abilities/metadata.md (3)

    Line range hint 1-51: Consider enhancing the documentation structure.

    While the content is informative, consider these improvements for better readability:

    1. Add a brief introduction before diving into the bullet points
    2. Consider using subsections with proper heading levels (##) for each numbered section
    3. Add a table of contents at the start
    🧰 Tools
    🪛 LanguageTool

    [grammar] ~55-~55: Possible agreement error. The noun ‘level’ seems to be countable; consider using: “several levels”.
    Context: ...the metadata described above represents several level of cumulative analysis - ranging from h...

    (MANY_NN)


    Line range hint 13-16: Add links to referenced documentation.

    The tip box mentions extra_instructions and organization best practices. Consider adding direct anchor links to the specific sections in the documentation where these concepts are explained in detail.

    🧰 Tools
    🪛 LanguageTool

    [grammar] ~55-~55: Possible agreement error. The noun ‘level’ seems to be countable; consider using: “several levels”.
    Context: ...the metadata described above represents several level of cumulative analysis - ranging from h...

    (MANY_NN)


    Line range hint 31-50: Consider improving the code example.

    The code example could be enhanced by:

    1. Using syntax highlighting for the diff block (```diff)
    2. Adding comments to explain the significance of __new hunk__ and __old hunk__
    3. Using more realistic function names and code snippets
    🧰 Tools
    🪛 LanguageTool

    [grammar] ~55-~55: Possible agreement error. The noun ‘level’ seems to be countable; consider using: “several levels”.
    Context: ...the metadata described above represents several level of cumulative analysis - ranging from h...

    (MANY_NN)

    docs/docs/installation/gitlab.md (3)

    Line range hint 1-41: Add documentation for environment variables and versioning

    While the pipeline configuration is correct, consider enhancing the documentation by:

    1. Adding descriptions for each environment variable used in the pipeline
    2. Mentioning the implications of using latest tag vs. specific versions
     image:
    -    name: khulnasoft/pr-insight:latest
    +    name: khulnasoft/pr-insight:v1.0.0  # Specify a version for reproducible builds
    🧰 Tools
    🪛 Markdownlint

    60-60: Expected: 0; Actual: 2
    Inconsistent indentation for list items at the same level

    (MD005, list-indent)


    63-63: Expected: 0; Actual: 2
    Inconsistent indentation for list items at the same level

    (MD005, list-indent)


    49-49: null
    Fenced code blocks should have a language specified

    (MD040, fenced-code-language)


    55-55: null
    Fenced code blocks should have a language specified

    (MD040, fenced-code-language)


    69-69: null
    Fenced code blocks should have a language specified

    (MD040, fenced-code-language)


    45-52: Add security context for access token permissions

    Consider explaining why the "Reporter" role (or "Developer" for Pro) is required and what specific API permissions are needed.

    🧰 Tools
    🪛 Markdownlint

    49-49: null
    Fenced code blocks should have a language specified

    (MD040, fenced-code-language)


    74-77: Enhance webhook security documentation

    The webhook setup instructions should include security best practices.

    Add a note about:

    1. Using HTTPS for the webhook URL
    2. Keeping the webhook secret secure
    3. Regularly rotating the secret
    docs/docs/installation/pr_insight_pro.md (3)

    10-10: Consider using standard Markdown image syntax.

    The current image syntax uses a custom width attribute {width=468} which might not be supported by all Markdown renderers. Consider using standard HTML for better compatibility.

    -![PR-Insight Pro](https://khulnasoft.com/images/pr_insight/pr_insight_pro_install.png){width=468}
    +<img src="https://khulnasoft.com/images/pr_insight/pr_insight_pro_install.png" alt="PR-Insight Pro" width="468" />

    21-22: Consider expanding GitHub Enterprise Server installation steps.

    The GitLab installation section provides detailed step-by-step instructions with screenshots, while the GitHub Enterprise Server section is very brief. Consider adding detailed installation steps to maintain consistency across platform guides.

    Would you like me to help draft a detailed step-by-step guide for GitHub Enterprise Server installation?

    🧰 Tools
    🪛 LanguageTool

    [uncategorized] ~21-~21: You might be missing the article “the” here.
    Context: ...ro for GitHub Enterprise Server To use PR-Insight Pro application on your private...

    (AI_EN_LECTOR_MISSING_DETERMINER_THE)


    Line range hint 33-33: Standardize image syntax throughout the document.

    Multiple images use custom width attributes that might not be supported by all Markdown renderers. Consider using standard HTML for better compatibility.

    For example:

    -![Step 1](https://www.khulnasoft.com/images/pr_insight/gitlab_pro_pat.png){width=750}
    +<img src="https://www.khulnasoft.com/images/pr_insight/gitlab_pro_pat.png" alt="Step 1" width="750" />

    Also applies to: 46-46

    pr_insight/settings/.secrets_template.toml (2)

    46-48: Add instructions for obtaining the Google AI Studio API key.

    Consider adding a URL or instructions for obtaining the API key, similar to other sections (e.g., OpenAI, Anthropic).

     [google_ai_studio]
    -gemini_api_key = "" # the google AI Studio API key
    +gemini_api_key = "" # Acquire through https://makersuite.google.com/app/apikeys

    Line range hint 1-93: Consider adding security best practices section.

    Since this template will be used as a reference for setting up sensitive configurations, consider adding a security best practices section at the top of the file that covers:

    1. Safe storage of the secrets file
    2. Recommended permissions
    3. Environment variable alternatives
    4. Key rotation policies
    pr_insight/algo/__init__.py (1)

    37-57: Consider memory management for high-token models.

    With the introduction of models supporting very large token limits (particularly Gemini's 1M tokens), consider:

    1. Memory management strategies for handling large responses
    2. Timeout configurations for longer processing times
    3. Graceful degradation when approaching token limits
    4. Cost implications of processing large token counts
    docs/docs/usage-guide/configuration_options.md (5)

    1-4: Consider using relative links for repository files.

    Instead of absolute GitHub URLs that reference the main branch, consider using relative links for files within the repository. This makes the documentation more maintainable and less prone to breaking if branch names change.

    -**[configuration file](https://github.com/Khulnasoft/pr-insight/blob/main/pr_insight/settings/configuration.toml)**.
    +**[configuration file](../../../pr_insight/settings/configuration.toml)**.
    
    -[pr_reviewer](https://github.com/Khulnasoft/pr-insight/blob/main/pr_insight/settings/configuration.toml#L16)
    +[pr_reviewer](../../../pr_insight/settings/configuration.toml#L16)

    Line range hint 28-29: Improve media resource handling and accessibility.

    Several improvements can be made to the media resources:

    1. Consider hosting images and videos within the repository to prevent external dependencies
    2. Add descriptive alt text to improve accessibility
    3. Use HTML for image sizing for better compatibility
    -![wiki_configuration](https://khulnasoft.com/images/pr_insight/wiki_configuration.png){width=512}
    +<img src="../assets/images/wiki_configuration.png" alt="Screenshot showing PR-Insight wiki configuration page" width="512" />
    
    -Click [here](https://khulnasoft.com/images/pr_insight/wiki_configuration_pr_insight.mp4) to see a short instructional video.
    +[Watch the wiki configuration tutorial video](../assets/videos/wiki_configuration_pr_insight.mp4) for step-by-step instructions.

    Line range hint 35-38: Standardize code block formatting.

    For consistency and better syntax highlighting, specify the language for all code blocks.

    -```
    +```toml
    [pr_description]
    generate_ai_title=true

    - +toml
    [pr_reviewer]
    extra_instructions="""\

    • instruction a
    • instruction b
      ...
      """
    
    
    Also applies to: 56-61
    
    ---
    
    Line range hint `7-9`: **Add a legend for emoji indicators.**
    
    The 💎 emoji is used throughout the document but its meaning (premium feature) is not explained. Consider adding a legend at the beginning of the document.
    
    ```markdown
    ## Legend
    - 💎 - Premium feature
    

    Line range hint 1-100: Maintain consistent product name casing.

    The document alternates between "PR-Insight" and "pr-insight". Choose one format and use it consistently throughout the documentation.

    Consider using "PR-Insight" consistently, as it appears to be the official product name.

    pr_insight/settings/pr_code_suggestions_prompts.toml (1)

    49-49: Consider adding rationale for excluded suggestions.

    While the guideline clearly lists what not to suggest, adding a brief explanation of why these suggestions are excluded (e.g., "to focus on functional improvements" or "these are handled by other tools") would help users better understand and accept these limitations.

    -Don't suggest to add docstring, type hints, or comments, to remove unused imports, or to use more specific exception types.
    +Don't suggest to add docstring, type hints, or comments, to remove unused imports, or to use more specific exception types, as these are typically handled by static analysis tools and formatters.
    pr_insight/tools/ticket_pr_compliance_check.py (1)

    35-38: Enhance function documentation.

    The docstring should include descriptions of all parameters and return type.

    Consider updating the docstring:

     def extract_ticket_links_from_pr_description(pr_description, repo_path, base_url_html='https://github.com'):
         """
    -    Extract all ticket links from PR description
    +    Extract all ticket links from PR description.
    +
    +    Args:
    +        pr_description: The pull request description text
    +        repo_path: The repository path in format 'owner/repo'
    +        base_url_html: Base GitHub URL, defaults to 'https://github.com'
    +
    +    Returns:
    +        list: A list of unique ticket URLs
         """
    docs/docs/usage-guide/additional_configurations.md (3)

    2-2: Update repository URL to maintain branding consistency.

    The repository URL still contains "Khulnasoft" while other documentation has been updated to remove this branding.

    Consider updating the URL to match the new branding:

    -The possible configurations of PR-Insight are stored in [here](https://github.com/Khulnasoft/pr-insight/blob/main/pr_insight/settings/configuration.toml).
    +The possible configurations of PR-Insight are stored in [here](https://github.com/pr-insight/pr-insight/blob/main/pr_insight/settings/configuration.toml).

    67-68: Standardize documentation URL structure.

    While the links are functional, they follow different URL patterns. Consider standardizing the URL structure for better maintainability.

    Consider using consistent URL paths:

    -1) [Use a model](https://pr-insight-docs.khulnasoft.com/usage-guide/changing_a_model/) with larger context, like GPT-32K, or claude-100K. This solution will be applicable for all the tools.
    -2) For the `/improve` tool, there is an ['extended' mode](https://pr-insight-docs.khulnasoft.com/tools/improve/),
    +1) [Use a model](https://pr-insight-docs.khulnasoft.com/usage-guide/models/) with larger context, like GPT-32K, or claude-100K. This solution will be applicable for all the tools.
    +2) For the `/improve` tool, there is an ['extended' mode](https://pr-insight-docs.khulnasoft.com/usage-guide/tools/improve/),

    1-1: Consider enhancing documentation with version information and examples.

    To improve the documentation's usefulness:

    1. Add version information for the configuration examples to help users understand compatibility.
    2. Include links to example configurations or a repository with reference implementations.

    Would you like me to help create a section with versioned configuration examples?

    tests/unittest/test_convert_to_markdown.py (3)

    63-66: Remove extra blank lines.

    The test has unnecessary blank lines between the expected output and assertion. Keep the test concise by removing extra blank lines.

        def test_empty_dictionary_input(self):
            input_data = {}
            expected_output = ''
    -
    
    -
            assert convert_to_markdown_v2(input_data).strip() == expected_output.strip()

    71-76: Remove extra blank lines.

    Similar to the previous test, there are unnecessary blank lines around the assertion. Keep the test concise.

        def test_dictionary_with_empty_dictionaries(self):
            input_data = {'review': {}, 'code_feedback': [{}]}
            expected_output = ''
    -
    
    -
            assert convert_to_markdown_v2(input_data).strip() == expected_output.strip()
    -

    85-87: Remove commented debug print statements.

    Debug print statements should be removed before committing the code.

            assert file_change_description_br == expected_output
    -        # print("-----")
    -        # print(file_change_description_br)
    pr_insight/tools/pr_generate_labels.py (1)

    Line range hint 89-93: Consider enhancing error recovery in the run method.

    While the error handling is robust, consider improving the user experience by:

    1. Adding specific error messages for different failure scenarios
    2. Implementing retry logic for transient failures
    3. Providing fallback options when label generation fails

    Example implementation:

     try:
         get_logger().info(f"Generating a PR labels {self.pr_id}")
         if get_settings().config.publish_output:
    -        self.git_provider.publish_comment("Preparing PR labels...", is_temporary=True)
    +        self.git_provider.publish_comment("🔄 Preparing PR labels...", is_temporary=True)
    
         await retry_with_fallback_models(self._prepare_prediction)
    
         get_logger().info(f"Preparing answer {self.pr_id}")
         if self.prediction:
             self._prepare_data()
         else:
    -        return None
    +        if get_settings().config.publish_output:
    +            self.git_provider.publish_comment("⚠️ Unable to generate labels. Using existing labels.", is_temporary=False)
    +        return self.git_provider.get_pr_labels()
    🧰 Tools
    🪛 Ruff

    4-4: typing.Tuple imported but unused

    (F401)

    docs/docs/usage-guide/changing_a_model.md (3)

    150-150: Update environment variable naming convention.

    The environment variable GOOGLE_AI_STUDIO.GEMINI_API_KEY uses dots which is unconventional. Consider using underscores instead: GOOGLE_AI_STUDIO_GEMINI_API_KEY.


    Line range hint 163-165: Maintain consistent key naming convention.

    The API key field name KEY is uppercase, while other sections use lowercase. Consider changing to:

    [anthropic]
    -KEY = "..."
    +key = "..."
    🧰 Tools
    🪛 Markdownlint

    156-156: null
    Fenced code blocks should have a language specified

    (MD040, fenced-code-language)


    Line range hint 193-214: Consider adding environment variable examples.

    The section could be more helpful by including a concrete example of environment variables for a specific model. Consider adding an example like:

    (3) Go to [litellm documentation](https://litellm.vercel.app/docs/proxy/quick_start#supported-llms), find the model you want to use, and set the relevant environment variables.
    
    +For example, to use Cohere models:
    +```
    +COHERE_API_KEY=your-api-key
    +```
    🧰 Tools
    🪛 Markdownlint

    156-156: null
    Fenced code blocks should have a language specified

    (MD040, fenced-code-language)

    docs/docs/tools/review.md (1)

    Line range hint 229-243: Fix code block formatting.

    The code block is using indented style instead of the expected fenced style.

    Apply this change to fix the formatting:

    -    PR-Insight can approve a PR when a specific comment is invoked.
    -    
    -    To ensure safety, the auto-approval feature is disabled by default. To enable auto-approval, you need to actively set in a pre-defined configuration file the following:
    -    ```
    -    [pr_reviewer]
    -    enable_auto_approval = true
    -    ```
    +PR-Insight can approve a PR when a specific comment is invoked.
    +
    +To ensure safety, the auto-approval feature is disabled by default. To enable auto-approval, you need to actively set in a pre-defined configuration file the following:
    +
    +```
    +[pr_reviewer]
    +enable_auto_approval = true
    +```
    🧰 Tools
    🪛 LanguageTool

    [style] ~226-~226: Using many exclamation marks might seem excessive (in this case: 27 exclamation marks for a text that’s 2642 characters long)
    Context: ... make the instructions more readable. !!! tip "Auto-approval" PR-Insight can...

    (EN_EXCESSIVE_EXCLAMATION)

    🪛 Markdownlint

    229-229: Expected: fenced; Actual: indented
    Code block style

    (MD046, code-block-style)

    pr_insight/servers/bitbucket_app.py (2)

    78-78: Consider wrapping the long function signature.

    The line exceeds the maximum length of 120 characters.

    -async def _perform_commands_bitbucket(commands_conf: str, insight: PRInsight, api_url: str, log_context: dict, data: dict):
    +async def _perform_commands_bitbucket(
    +    commands_conf: str,
    +    insight: PRInsight,
    +    api_url: str,
    +    log_context: dict,
    +    data: dict
    +):
    🧰 Tools
    🪛 Ruff

    78-78: Line too long (123 > 120)

    (E501)


    80-82: Add debug logging for skipped PRs.

    When a PR is skipped due to should_process_pr_logic, it would be helpful to log this decision for debugging purposes.

     if data.get("event", "") == "pullrequest:created":
         if not should_process_pr_logic(data):
    +        get_logger().debug("Skipping PR processing based on should_process_pr_logic result")
             return
    docs/docs/installation/github.md (2)

    52-72: Add a note about Docker digest updates.

    The section provides valuable information about version pinning. However, consider adding a note that the Docker digest example will need to be updated when new versions are released. Users should be advised to check the Docker Hub repository for the latest digests.

    🧰 Tools
    🪛 Markdownlint

    64-64: Expected: fenced; Actual: indented
    Code block style

    (MD046, code-block-style)


    201-201: Add security considerations for AWS credentials.

    The AWS CodeCommit setup section is comprehensive. However, consider adding security best practices:

    1. Warn users against committing AWS credentials to version control.
    2. Recommend using AWS credential provider chain or AWS CLI profiles instead of environment variables.
    3. Suggest following the principle of least privilege when setting up IAM permissions.
    tests/unittest/test_bitbucket_provider.py (2)

    Line range hint 200-250: Consider adding type hints and parameter validation.

    The helper method is a good refactoring to reduce code duplication. Consider these improvements:

    -    def get_multi_merge_diverge_mock_client(self, api_version):
    +    def get_multi_merge_diverge_mock_client(self, api_version: int) -> MagicMock:
    +        if api_version not in (60, 70, 816):
    +            raise ValueError("Unsupported API version. Must be one of: 60, 70, 816")
             bitbucket_client = MagicMock(Bitbucket)

    Edge cases are already well-covered in the implementation, but test coverage could be improved

    The implementation in pr_insight/git_providers/bitbucket_provider.py has extensive error handling for various edge cases:

    • Invalid URLs and PR numbers
    • Missing or inaccessible files
    • Encoding issues with PR patches
    • API errors (404s and other failures)
    • Empty or invalid file contents

    However, the test suite (test_bitbucket_provider.py) only covers the happy path scenarios. Consider adding tests for:

    • Invalid PR URLs and numbers
    • API failures (404, network errors)
    • Malformed patch content
    • Unicode encoding edge cases
    🔗 Analysis chain

    Line range hint 251-399: Verify test coverage for edge cases.

    While the current tests cover the happy path for different API versions, consider adding tests for edge cases:

    • Invalid API versions
    • Empty commit history
    • Missing merge base

    Let's check if there are any existing edge case tests:

    🏁 Scripts executed

    The following scripts were executed for the analysis:

    Script:

    #!/bin/bash
    # Search for test methods covering edge cases
    rg -B 2 -A 2 'test.*(?i)(invalid|empty|missing|error|fail).*' tests/unittest/test_bitbucket_provider.py
    

    Length of output: 105


    Script:

    #!/bin/bash
    # Let's try a broader search to understand the test coverage
    rg -l "class.*Test" tests/unittest/test_bitbucket_provider.py
    
    # Then look at all test methods in this file
    rg "def test_" tests/unittest/test_bitbucket_provider.py
    
    # Also check for any error handling or exception cases in the implementation
    rg "raise|except" src/bitbucket_provider.py tests/unittest/test_bitbucket_provider.py
    

    Length of output: 676


    Script:

    #!/bin/bash
    # Let's check the correct path for the implementation file
    fd -e py bitbucket_provider
    
    # And look for error handling in the correct implementation file
    rg "raise|except|if.*not|return None" -A 2 $(fd -e py bitbucket_provider | grep -v "test_")
    

    Length of output: 4704

    README.md (1)

    228-228: Format support email as markdown link

    For consistency and better accessibility, consider formatting the support email as a markdown link.

    -Support: support@khulnasoft.com
    +Support: [support@khulnasoft.com](mailto:support@khulnasoft.com)
    🧰 Tools
    🪛 Markdownlint

    228-228: null
    Bare URL used

    (MD034, no-bare-urls)

    pr_insight/algo/git_patch_processing.py (1)

    Line range hint 283-305: LGTM: Improved hunk processing logic.

    The changes enhance the hunk processing with better empty line handling and more explicit conditions. The comment about LLM confusion prevention provides valuable context.

    Consider wrapping the long line to comply with PEP 8's line length limit:

    -                if is_plus_lines or is_minus_lines: # notice 'True' here - we always present __new hunk__ for section, otherwise LLM gets confused
    +                # We always present __new hunk__ for section to prevent LLM confusion
    +                if is_plus_lines or is_minus_lines:
    🧰 Tools
    🪛 Ruff

    298-298: Line too long (146 > 120)

    (E501)

    docs/docs/tools/improve.md (1)

    144-150: Use fenced code blocks for consistent markdown style.

    The section uses indented code blocks which should be replaced with fenced code blocks for consistency.

    Convert the indented code blocks to fenced code blocks using triple backticks:

    !!! 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.
    +```
    +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.
    +```
    🧰 Tools
    🪛 Markdownlint

    146-146: Expected: fenced; Actual: indented
    Code block style

    (MD046, code-block-style)

    pr_insight/git_providers/azuredevops_provider.py (2)

    8-8: Remove unused import clip_tokens.

    The clip_tokens import is not used in this file.

    -from ..algo.utils import clip_tokens, find_line_number_of_relevant_line_in_file, load_large_diff, PRDescriptionHeader
    +from ..algo.utils import find_line_number_of_relevant_line_in_file, load_large_diff, PRDescriptionHeader
    🧰 Tools
    🪛 Ruff

    8-8: ..algo.utils.clip_tokens imported but unused

    (F401)


    339-354: LGTM! Improved error handling and file content retrieval.

    The changes correctly handle newly added files and provide better error context. However, consider splitting the long error log line for better readability.

    -        get_logger().error(f"Failed to retrieve original file content of {file} at version {version}", error=error)
    +        get_logger().error(
    +            f"Failed to retrieve original file content of {file} "
    +            f"at version {version}",
    +            error=error
    +        )
    🧰 Tools
    🪛 Ruff

    353-353: Line too long (131 > 120)

    (E501)

    pr_insight/tools/pr_description.py (1)

    Line range hint 136-145: Fix line length and consider refactoring condition

    The line exceeds the maximum length of 120 characters. Consider splitting it for better readability.

    Apply this diff to fix the line length:

    -                if get_settings().pr_description.publish_labels and pr_labels and self.git_provider.is_supported("get_labels"):
    +                if (get_settings().pr_description.publish_labels and 
    +                    pr_labels and 
    +                    self.git_provider.is_supported("get_labels")):
    🧰 Tools
    🪛 Ruff

    136-136: Line too long (127 > 120)

    (E501)


    138-138: f-string without any placeholders

    (F541)

    pr_insight/git_providers/github_provider.py (2)

    613-615: Fix indentation for consistency.

    While the API URL handling is correct, the indentation should be consistent with the rest of the method.

    -        if parsed_url.path.startswith('/api/v3'):
    -            parsed_url = urlparse(pr_url.replace("/api/v3", ""))
    -
    
    +    if parsed_url.path.startswith('/api/v3'):
    +        parsed_url = urlparse(pr_url.replace("/api/v3", ""))
    +

    640-643: Fix indentation for consistency.

    While the GitHub URL validation is a good addition, the indentation should be consistent with the rest of the method.

    -
    -        if 'github.com' not in parsed_url.netloc:
    -            raise ValueError("The provided URL is not a valid GitHub URL")
    -
    
    +    if 'github.com' not in parsed_url.netloc:
    +        raise ValueError("The provided URL is not a valid GitHub URL")
    +
    pr_insight/algo/utils.py (1)

    1066-1068: Improve regex pattern readability.

    The long regex pattern could be split into multiple lines using Python's string concatenation for better maintainability.

    -                        pattern_back = r'<details>\s*<summary><strong>(.*?)</strong>\s*<dd><code>(.*?)</code>.*?</summary>\s*<hr>\s*(.*?)\s*-\s*(.*?)\s*</details>'
    +                        pattern_back = (
    +                            r'<details>\s*'
    +                            r'<summary><strong>(.*?)</strong>\s*'
    +                            r'<dd><code>(.*?)</code>.*?</summary>\s*'
    +                            r'<hr>\s*(.*?)\s*-\s*(.*?)\s*'
    +                            r'</details>'
    +                        )
    🧰 Tools
    🪛 Ruff

    1067-1067: Line too long (190 > 120)

    (E501)

    pr_insight/git_providers/utils.py (1)

    83-83: Remove unnecessary commented-out code

    Line 83 contains commented-out code: # git_provider.publish_comment(body).

    If this code is no longer needed, consider removing it to keep the codebase clean and maintainable.

    pr_insight/algo/ai_handlers/litellm_ai_handler.py (1)

    Line range hint 183-184: Properly log exceptions using exc_info

    When logging exceptions, passing the exception object as an argument doesn't include the traceback. To log the exception with its traceback, use the exc_info parameter.

    Apply this diff to fix the exception logging:

    - get_logger().error(f"Error fetching image: {img_path}", e)
    + get_logger().error(f"Error fetching image: {img_path}", exc_info=e)
    pr_insight/tools/pr_help_message.py (6)

    87-87: Line Too Long (201 > 120 Characters)

    Line 87 exceeds the recommended maximum line length, which can affect readability.

    Refactor the line for better readability:

    md_files = [
        file for file in md_files
        if not any(folder in file.parts for folder in folders_to_exclude)
        and not any(
            str(file.relative_to(docs_path)) == file_to_exclude
            for file_to_exclude in files_to_exclude
        )
    ]
    🧰 Tools
    🪛 Ruff

    87-87: Line too long (201 > 120)

    (E501)


    102-102: Line Too Long (133 > 120 Characters)

    Line 102 is longer than the recommended length, which may reduce code clarity.

    Break the line to improve readability:

    docs_prompt += (
        f"\n==file name==\n\n{file_path}\n\n"
        f"==file content==\n\n{f.read().strip()}\n=========\n\n"
    )
    🧰 Tools
    🪛 Ruff

    102-102: Line too long (133 > 120)

    (E501)


    109-109: Line Too Long (182 > 120 Characters)

    Line 109 exceeds the maximum line length, impacting readability.

    Split the line and adjust the comment:

    # We aim to get the full documentation website in the prompt without reductions.
    max_tokens_full = MAX_TOKENS[model]
    🧰 Tools
    🪛 Ruff

    109-109: Line too long (182 > 120)

    (E501)


    112-112: Line Too Long (149 > 120 Characters)

    Line 112 is longer than recommended, which can hinder readability.

    Refactor the line:

    get_logger().info(
        f"Token count {token_count} exceeds the limit {max_tokens_full - delta_output}. "
        "Skipping the PR Help message."
    )
    🧰 Tools
    🪛 Ruff

    112-112: Line too long (149 > 120)

    (E501)


    141-141: Line Too Long (259 > 120 Characters)

    Line 141 is significantly over the recommended length, making it difficult to read.

    Refactor the code to enhance clarity:

    markdown_header = (
        section['relevant_section_header_string']
        .strip()
        .strip('#')
        .strip()
        .lower()
        .replace(' ', '-')
        .replace("'", '')
        .replace('(', '')
        .replace(')', '')
        .replace(',', '')
        .replace('.', '')
        .replace('?', '')
        .replace('!', '')
    )

    Alternatively, consider using a helper function or regular expression to clean up the header string.

    🧰 Tools
    🪛 Ruff

    141-141: Line too long (259 > 120)

    (E501)


    Line range hint 81-145: Optimize File Reading for Performance

    Reading all markdown files every time the function runs may affect performance, especially with a large number of files.

    Consider implementing caching or reading only the necessary files:

    • Cache the content of the documentation files to avoid redundant I/O operations.
    • Read files selectively based on relevance to the user's question.

    This can improve the efficiency of the function.

    🧰 Tools
    🪛 Ruff

    78-78: Line too long (128 > 120)

    (E501)


    87-87: Line too long (201 > 120)

    (E501)


    102-102: Line too long (133 > 120)

    (E501)


    109-109: Line too long (182 > 120)

    (E501)


    112-112: Line too long (149 > 120)

    (E501)


    126-126: f-string without any placeholders

    (F541)

    pr_insight/tools/pr_code_suggestions.py (1)

    786-786: Add a newline at the end of the file

    The file does not end with a newline character, which is a common best practice for text files.

    Apply this diff to add a newline at the end of the file:

         return response_reflect
    
    📜 Review details

    Configuration used: CodeRabbit UI
    Review profile: CHILL

    📥 Commits

    Reviewing files that changed from the base of the PR and between 4f26b12 and db0dc00.

    ⛔ Files ignored due to path filters (4)
    • docs/chroma_db.zip is excluded by !**/*.zip
    • docs/docs/assets/favicon.ico is excluded by !**/*.ico
    • docs/docs/assets/logo.svg is excluded by !**/*.svg
    • docs/docs/assets/logo_.png is excluded by !**/*.png
    📒 Files selected for processing (56)
    • .github/dependabot.yml (0 hunks)
    • .github/workflows/docs-ci.yaml (1 hunks)
    • README.md (1 hunks)
    • docs/docs/core-abilities/index.md (1 hunks)
    • docs/docs/core-abilities/metadata.md (1 hunks)
    • docs/docs/faq/index.md (1 hunks)
    • docs/docs/index.md (1 hunks)
    • docs/docs/installation/azure.md (1 hunks)
    • docs/docs/installation/bitbucket.md (3 hunks)
    • docs/docs/installation/github.md (3 hunks)
    • docs/docs/installation/gitlab.md (1 hunks)
    • docs/docs/installation/index.md (2 hunks)
    • docs/docs/installation/locally.md (3 hunks)
    • docs/docs/installation/pr_insight_pro.md (3 hunks)
    • docs/docs/overview/index.md (2 hunks)
    • docs/docs/overview/pr_insight_pro.md (2 hunks)
    • docs/docs/tools/custom_labels.md (2 hunks)
    • docs/docs/tools/describe.md (2 hunks)
    • docs/docs/tools/improve.md (9 hunks)
    • docs/docs/tools/review.md (8 hunks)
    • docs/docs/usage-guide/additional_configurations.md (3 hunks)
    • docs/docs/usage-guide/automations_and_usage.md (1 hunks)
    • docs/docs/usage-guide/changing_a_model.md (1 hunks)
    • docs/docs/usage-guide/configuration_options.md (2 hunks)
    • docs/docs/usage-guide/introduction.md (1 hunks)
    • docs/mkdocs.yml (2 hunks)
    • docs/overrides/partials/footer.html (2 hunks)
    • pr_insight/algo/__init__.py (1 hunks)
    • pr_insight/algo/ai_handlers/litellm_ai_handler.py (3 hunks)
    • pr_insight/algo/git_patch_processing.py (4 hunks)
    • pr_insight/algo/utils.py (6 hunks)
    • pr_insight/git_providers/azuredevops_provider.py (3 hunks)
    • pr_insight/git_providers/github_provider.py (6 hunks)
    • pr_insight/git_providers/utils.py (2 hunks)
    • pr_insight/servers/atlassian-connect.json (2 hunks)
    • pr_insight/servers/bitbucket_app.py (2 hunks)
    • pr_insight/servers/github_app.py (3 hunks)
    • pr_insight/servers/gitlab_webhook.py (6 hunks)
    • pr_insight/settings/.secrets_template.toml (2 hunks)
    • pr_insight/settings/configuration.toml (3 hunks)
    • pr_insight/settings/pr_code_suggestions_prompts.toml (2 hunks)
    • pr_insight/settings/pr_code_suggestions_reflect_prompts.toml (1 hunks)
    • pr_insight/settings/pr_description_prompts.toml (1 hunks)
    • pr_insight/settings/pr_help_prompts.toml (3 hunks)
    • pr_insight/settings/pr_reviewer_prompts.toml (1 hunks)
    • pr_insight/tools/pr_add_docs.py (2 hunks)
    • pr_insight/tools/pr_code_suggestions.py (4 hunks)
    • pr_insight/tools/pr_description.py (3 hunks)
    • pr_insight/tools/pr_generate_labels.py (2 hunks)
    • pr_insight/tools/pr_help_message.py (3 hunks)
    • pr_insight/tools/pr_reviewer.py (1 hunks)
    • pr_insight/tools/ticket_pr_compliance_check.py (1 hunks)
    • pyproject.toml (2 hunks)
    • requirements.txt (2 hunks)
    • tests/unittest/test_bitbucket_provider.py (1 hunks)
    • tests/unittest/test_convert_to_markdown.py (2 hunks)
    💤 Files with no reviewable changes (1)
    • .github/dependabot.yml
    ✅ Files skipped from review due to trivial changes (8)
    • docs/docs/core-abilities/index.md
    • docs/docs/index.md
    • docs/docs/installation/index.md
    • docs/docs/overview/index.md
    • docs/docs/tools/custom_labels.md
    • docs/docs/usage-guide/introduction.md
    • docs/mkdocs.yml
    • pr_insight/tools/pr_reviewer.py
    🧰 Additional context used
    🪛 Markdownlint
    README.md

    228-228: null
    Bare URL used

    (MD034, no-bare-urls)

    docs/docs/installation/github.md

    64-64: Expected: fenced; Actual: indented
    Code block style

    (MD046, code-block-style)


    78-78: Expected: fenced; Actual: indented
    Code block style

    (MD046, code-block-style)

    docs/docs/installation/gitlab.md

    60-60: Expected: 0; Actual: 2
    Inconsistent indentation for list items at the same level

    (MD005, list-indent)


    63-63: Expected: 0; Actual: 2
    Inconsistent indentation for list items at the same level

    (MD005, list-indent)


    49-49: null
    Fenced code blocks should have a language specified

    (MD040, fenced-code-language)


    55-55: null
    Fenced code blocks should have a language specified

    (MD040, fenced-code-language)


    69-69: null
    Fenced code blocks should have a language specified

    (MD040, fenced-code-language)

    docs/docs/overview/pr_insight_pro.md

    22-22: Expected: leading_and_trailing; Actual: leading_only; Missing trailing pipe
    Table pipe style

    (MD055, table-pipe-style)

    docs/docs/tools/improve.md

    146-146: Expected: fenced; Actual: indented
    Code block style

    (MD046, code-block-style)


    155-155: Expected: fenced; Actual: indented
    Code block style

    (MD046, code-block-style)

    docs/docs/tools/review.md

    229-229: Expected: fenced; Actual: indented
    Code block style

    (MD046, code-block-style)

    🪛 LanguageTool
    docs/docs/installation/pr_insight_pro.md

    [uncategorized] ~21-~21: You might be missing the article “the” here.
    Context: ...ro for GitHub Enterprise Server To use PR-Insight Pro application on your private...

    (AI_EN_LECTOR_MISSING_DETERMINER_THE)


    [misspelling] ~68-~68: Use “an” instead of ‘a’ if the following word starts with a vowel sound, e.g. ‘an article’, ‘an hour’.
    Context: ...l set! Open a new merge request or add a MR comment with one of PR-Insight’s com...

    (EN_A_VS_AN)

    docs/docs/tools/improve.md

    [misspelling] ~73-~73: Use “a” instead of ‘an’ if the following word doesn’t start with a vowel sound, e.g. ‘a sentence’, ‘a university’.
    Context: ...ed: GitHub, GitLab` PR-Insight employs an novel detection system to automatically...

    (EN_A_VS_AN)


    [uncategorized] ~134-~134: Possible missing article found.
    Context: ...eckbox below the suggestions, prompting user to acknowledge that they have reviewed ...

    (AI_HYDRA_LEO_MISSING_THE)

    docs/docs/usage-guide/automations_and_usage.md

    [uncategorized] ~83-~83: Possible missing preposition found.
    Context: ...he default tool parameters by using one the three options for a [configuration file...

    (AI_HYDRA_LEO_MISSING_OF)

    🪛 Ruff
    pr_insight/algo/ai_handlers/litellm_ai_handler.py

    200-200: f-string without any placeholders

    (F541)

    pr_insight/algo/git_patch_processing.py

    298-298: Line too long (146 > 120)

    (E501)


    334-334: Line too long (139 > 120)

    (E501)

    pr_insight/algo/utils.py

    917-917: Do not use bare except

    (E722)


    956-956: Do not use bare except

    (E722)


    975-975: Line too long (130 > 120)

    (E501)


    983-983: Line too long (175 > 120)

    (E501)


    984-984: f-string without any placeholders

    (F541)


    1067-1067: Line too long (190 > 120)

    (E501)

    pr_insight/git_providers/azuredevops_provider.py

    8-8: ..algo.utils.clip_tokens imported but unused

    (F401)


    353-353: Line too long (131 > 120)

    (E501)

    pr_insight/git_providers/utils.py

    76-76: Line too long (182 > 120)

    (E501)


    79-79: Line too long (145 > 120)

    (E501)


    82-82: f-string without any placeholders

    (F541)


    92-92: f-string without any placeholders

    (F541)

    pr_insight/servers/bitbucket_app.py

    78-78: Line too long (123 > 120)

    (E501)

    pr_insight/tools/pr_code_suggestions.py

    375-375: Line too long (137 > 120)

    (E501)


    377-377: Line too long (124 > 120)

    (E501)

    pr_insight/tools/pr_description.py

    136-136: Line too long (127 > 120)

    (E501)

    pr_insight/tools/pr_help_message.py

    87-87: Line too long (201 > 120)

    (E501)


    102-102: Line too long (133 > 120)

    (E501)


    109-109: Line too long (182 > 120)

    (E501)


    112-112: Line too long (149 > 120)

    (E501)


    141-141: Line too long (259 > 120)

    (E501)

    pr_insight/tools/ticket_pr_compliance_check.py

    66-66: Line too long (127 > 120)

    (E501)

    tests/unittest/test_convert_to_markdown.py

    56-56: Line too long (1125 > 120)

    (E501)


    79-79: Line too long (159 > 120)

    (E501)


    101-101: Line too long (180 > 120)

    (E501)


    104-104: Line too long (121 > 120)

    (E501)

    🔇 Additional comments (69)
    pr_insight/servers/atlassian-connect.json (2)

    19-20: Verify if write permissions are necessary.

    The change from basic scopes (repository, pullrequest) to write scopes (repository:write, pullrequest:write) grants elevated permissions. While this might be needed for suggestion tracking functionality, please confirm if write access is actually required or if read-only access would suffice.

    Consider the principle of least privilege and only request the minimal permissions needed for the functionality.


    21-21: Clarify the purpose of adding the wiki scope.

    The addition of the "wiki" scope seems unrelated to the PR's suggestion tracking functionality. Could you please explain why this permission is needed?

    ✅ Verification successful

    The wiki scope is required for tracking accepted suggestions and configuration management

    Based on the git log and codebase search results, the wiki scope is necessary because the tool:

    • Automatically documents accepted suggestions in a dedicated wiki page (.pr_insight_accepted_suggestions)
    • Supports configuration management through wiki pages (.pr_insight.toml)
    • Allows best practices to be defined in wiki pages (best_practices.md)

    These are core features of the tool's functionality, making the wiki scope addition relevant and necessary.

    🏁 Scripts executed

    The following scripts were executed for the analysis:

    Script:

    #!/bin/bash
    # Search for wiki-related functionality in the codebase
    rg -l 'wiki' --type ts --type js --type py
    

    Length of output: 42


    Script:

    #!/bin/bash
    # Search for wiki-related functionality with case-insensitive matching and include JSON files
    rg -li "wiki" --type ts --type js --type py --type json
    
    # Check the PR description or commit messages for context about wiki scope
    git log -p | rg -i "wiki"
    
    # Look for Jira/Confluence/Atlassian related configurations
    fd -e json -e yaml -e yml | xargs rg -l "atlassian|jira|confluence"
    

    Length of output: 14813

    .github/workflows/docs-ci.yaml (1)

    Line range hint 1-35: LGTM! The workflow follows GitHub Actions best practices.

    The workflow is well-structured with:

    • Specific trigger conditions
    • Appropriate permissions
    • Recent action versions
    • Efficient caching strategy
    • Proper documentation deployment setup
    requirements.txt (5)

    12-12: Verify integration of new Google AI dependency.

    The addition of google-generativeai suggests new AI capabilities. Ensure this addition is properly integrated with existing AI handlers.

    #!/bin/bash
    # Look for Google AI integration points
    rg -A 5 "google.*generativeai"
    # Check for potential AI handler implementations
    ast-grep --pattern 'class $_(AI|Handler|Client) {
      $$$
    }'

    Line range hint 35-41: Review implications of commented LangChain removal.

    The removal of LangChain dependencies (commented out) represents a significant architectural change. This could impact existing functionality that might have depended on LangChain.

    #!/bin/bash
    # Search for any remaining LangChain references
    rg -l "langchain|LangChain"
    # Look for potential LangChain handlers
    ast-grep --pattern 'class $_LangChain$_ {
      $$$
    }'

    15-15: Verify compatibility of AI service updates.

    The version updates for litellm (1.43.13 → 1.50.2) and openai (1.46.0 → 1.52.1) are significant. These changes might introduce new features or breaking changes in the AI integration layer.

    #!/bin/bash
    # Search for OpenAI and LiteLLM usage patterns
    rg -A 5 "openai\.(Client|Completion|ChatCompletion)"
    rg -A 5 "litellm\.(completion|chat)"

    Also applies to: 18-18


    8-8: Review impact of version downgrades.

    Multiple packages have been downgraded:

    • dynaconf (3.2.6 → 3.2.4)
    • GitPython (3.1.43 → 3.1.41)
    • gunicorn (23.0.0 → 22.0.0)

    These downgrades might be intentional for compatibility, but we should verify there are no security implications.

    Also applies to: 10-10, 29-29


    2-2: Verify compatibility with vertex AI integration.

    The significant version jump of anthropic (0.21.3 → 0.37.1) might introduce breaking changes, especially with the vertex integration.

    ✅ Verification successful

    The anthropic package version upgrade is compatible with the codebase

    The codebase is well-prepared for Anthropic models, including the latest Claude-3 models. The integration is handled through LiteLLM, which provides a unified interface for multiple model providers. The version upgrade of the anthropic package (0.21.3 → 0.37.1) is safe because:

    1. The codebase doesn't directly use the anthropic package's APIs - all interactions are abstracted through LiteLLM
    2. The configuration system properly supports Anthropic models with appropriate token limits and settings
    3. There's proper error handling and fallback mechanisms in place
    🏁 Scripts executed

    The following scripts were executed for the analysis:

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    rg -l "anthropic.*vertex" 
    

    Length of output: 1015


    Script:

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    # Search for anthropic related imports and usage patterns
    rg -l "from anthropic|import anthropic"
    
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    rg -A 5 "anthropic\.(Client|Completion|ChatCompletion)"
    

    Length of output: 255


    Script:

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    cat docs/docs/usage-guide/changing_a_model.md
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    Length of output: 27375

    pyproject.toml (2)

    16-16: LGTM! Project metadata changes look good.

    The description is more precise now, and the classifier simplification removes redundancy while maintaining essential information.

    Also applies to: 24-24


    52-75: LGTM! Well-structured Ruff configuration.

    The configuration is clearly organized with appropriate rule selections and helpful comments explaining each section.

    pr_insight/settings/pr_help_prompts.toml (2)

    14-21: Well-structured data model improvements!

    The transition from using integer-indexed snippets to a structured relevant_section class with file names and section headers is a significant improvement. This change will make the responses more informative and easier to navigate.


    45-45: Clean template structure!

    The template effectively uses Jinja2 variables and clear section markers for the documentation content.

    docs/docs/installation/bitbucket.md (2)

    6-6: LGTM: Correct filename format for Bitbucket Pipelines.

    The change from bitbucket_pipelines.yml to bitbucket-pipelines.yml aligns with Bitbucket's official naming convention.


    32-32: LGTM: Consistent product branding.

    The capitalization update to "PR-Insight Pro" maintains consistency with the product branding across documentation.

    docs/docs/core-abilities/metadata.md (1)

    52-52: LGTM! Verify URL consistency across docs.

    The URL format change from dynamic-context to dynamic_context looks good. Let's ensure this format is consistent across all documentation files.

    ✅ Verification successful

    URL format is consistent across documentation

    The verification shows that all instances of the URL are using the new dynamic_context format consistently. There are no remaining instances of the old dynamic-context format in the documentation files.

    🏁 Scripts executed

    The following scripts were executed for the analysis:

    Script:

    #!/bin/bash
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    echo "Checking for old format URLs..."
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    echo "Verifying new format usage..."
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    Length of output: 898

    docs/docs/installation/gitlab.md (2)

    42-44: LGTM!

    Clear instructions for setting up GitLab variables with important notes about protection settings.


    Line range hint 1-77: Verify documentation completeness

    The installation guide needs verification to ensure all steps work as documented.

    ✅ Verification successful

    Let me gather more information about the Docker setup to ensure the documentation is accurate.


    Documentation verified and accurate

    The documentation has been thoroughly verified and is accurate:

    • The Dockerfile exists and contains the correct gitlab_webhook target
    • GitLab webhook implementation files are present in the codebase
    • All referenced environment variables are correctly used
    • Docker image references are consistent throughout the documentation
    • The installation steps and configuration match the actual implementation
    🏁 Scripts executed

    The following scripts were executed for the analysis:

    Script:

    #!/bin/bash
    # Verify all referenced files and paths exist
    echo "Verifying referenced files..."
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    Length of output: 4186


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    # Check if gitlab webhook related files exist
    echo "Checking GitLab webhook related files..."
    fd -t f -e py "gitlab.*webhook" || echo "No GitLab webhook files found"
    
    # Verify environment variables mentioned in the docs
    echo "Checking environment variables usage..."
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    🧰 Tools
    🪛 Markdownlint

    60-60: Expected: 0; Actual: 2
    Inconsistent indentation for list items at the same level

    (MD005, list-indent)


    63-63: Expected: 0; Actual: 2
    Inconsistent indentation for list items at the same level

    (MD005, list-indent)


    49-49: null
    Fenced code blocks should have a language specified

    (MD040, fenced-code-language)


    55-55: null
    Fenced code blocks should have a language specified

    (MD040, fenced-code-language)


    69-69: null
    Fenced code blocks should have a language specified

    (MD040, fenced-code-language)

    pr_insight/algo/__init__.py (3)

    50-50: LGTM! Claude model configurations are consistent.

    The new Claude 3.5 Sonnet models follow the established naming patterns and maintain consistent token limits with other Claude models in the configuration.

    Also applies to: 57-57


    37-40: LGTM! Verify token limits for new Vertex AI models.

    The token limits and naming conventions are consistent with official specifications. However, since these are new models with high token limits, it's worth verifying the actual limits in production.

    #!/bin/bash
    # Search for any existing token limit validations or tests
    rg -l "test.*token.*limit|validate.*token" --type python

    41-42: Verify the need for duplicate Gemini model entries.

    The same Gemini models appear under both 'vertex_ai/' and 'gemini/' prefixes. While this might be intentional for different API integrations, we should verify this design decision.

    ✅ Verification successful

    The previous command failed because the file type flag wasn't supported. Let's try without it and also look for the vertex_ai prefix to understand the model organization better.


    Based on the search results, I can now generate a final response as we have enough context to understand the model organization:

    The duplicate Gemini model entries are intentionally designed for different API integrations

    The codebase shows clear separation between two different Google AI integrations:

    • vertex_ai/ prefix models are used with Google Cloud's Vertex AI platform
    • gemini/ prefix models are used with Google AI Studio, as evidenced by the separate configuration in litellm_ai_handler.py which specifically handles Gemini API keys for Google AI Studio integration

    This design allows users to choose between accessing Gemini models through either Vertex AI (Google Cloud) or Google AI Studio (direct API), depending on their setup and preferences.

    🏁 Scripts executed

    The following scripts were executed for the analysis:

    Script:

    #!/bin/bash
    # Search for Gemini-related configurations and usage
    rg "gemini" --type python -C 3
    

    Length of output: 89


    Script:

    #!/bin/bash
    # Search for Gemini-related configurations and usage with ripgrep
    rg "gemini" -C 3
    
    # Also search for model-related configurations to understand the context
    rg "vertex_ai/" -C 3
    

    Length of output: 4368

    docs/docs/installation/locally.md (1)

    78-78: LGTM! Git clone URL updated with correct organization name.

    The capitalization of "Khulnasoft" in the Git clone URL has been corrected to match the official organization name.

    docs/docs/faq/index.md (1)

    64-64: LGTM! Branding update is consistent.

    The company name has been correctly updated to "Khulnasoft" in the SaaS deployment description, maintaining consistency with the overall branding.

    docs/docs/installation/azure.md (1)

    50-50: LGTM! The naming convention updates align with documentation standards.

    The changes consistently update the product name from 'PR Insight' to 'PR-Insight', aligning with the standardized naming convention across documentation.

    Let's verify the naming consistency across other documentation files:

    Also applies to: 54-54

    pr_insight/settings/pr_code_suggestions_prompts.toml (1)

    37-37: LGTM! Clear documentation improvement.

    The added clarification about omitting 'old hunk' sections when no code is removed helps users better understand the diff format.

    pr_insight/tools/ticket_pr_compliance_check.py (1)

    8-11: Good optimization: Regex pattern compilation moved to module level.

    Moving the regex pattern compilation outside the function is a good performance optimization as it prevents recompilation on each function call.

    tests/unittest/test_convert_to_markdown.py (2)

    97-98: Remove commented debug print statements.

    Similar to the previous test, remove the debug print statements.


    106-107: Remove commented debug print statements.

    Similar to the previous tests, remove the debug print statements.

    pr_insight/tools/pr_generate_labels.py (2)

    137-137: LGTM! Environment initialization is safe for current usage.

    The simplified Environment initialization is appropriate here since:

    1. The rendered templates are only used for AI prompts
    2. StrictUndefined helps catch undefined variables
    3. The rendered content isn't directly exposed to end users

    6-6: Verify template input sanitization after removing autoescape.

    The removal of select_autoescape means templates won't have automatic HTML/XML escaping. While this simplifies the code, it could potentially expose the application to XSS vulnerabilities if template inputs aren't properly sanitized.

    Let's verify how template inputs are handled:

    docs/docs/usage-guide/changing_a_model.md (1)

    Line range hint 168-191: Well-documented section with comprehensive guidance!

    The section provides clear instructions, important compatibility notes for claude-3, and helpful links to external documentation.

    🧰 Tools
    🪛 Markdownlint

    156-156: null
    Fenced code blocks should have a language specified

    (MD040, fenced-code-language)

    pr_insight/tools/pr_add_docs.py (2)

    6-6: LGTM: Import statement simplified.

    The removal of unused select_autoescape import aligns with the simplified template handling approach.


    86-89: Verify template usage context.

    The simplified environment setup with StrictUndefined is appropriate for AI prompt templates. However, let's verify that these templates are not used for HTML rendering elsewhere.

    ✅ Verification successful

    Let me analyze the template usage further to ensure we have a complete picture.


    Environment setup is appropriate for the use case

    The simplified Jinja2 environment setup with StrictUndefined is verified to be correct. All instances of Environment across the codebase are consistently used for rendering AI prompts (system and user prompts) from templates, and there's no HTML rendering involved. The removal of autoescape is safe as these templates are only used for text-based AI interactions.

    🏁 Scripts executed

    The following scripts were executed for the analysis:

    Script:

    #!/bin/bash
    # Description: Verify that these templates are only used for AI prompts and not HTML rendering
    
    # Search for any HTML-related template usage
    rg -l 'html|HTML' --type py
    
    # Search for other Environment instantiations that might need StrictUndefined
    ast-grep --pattern 'Environment($$$)'
    

    Length of output: 2013


    Script:

    #!/bin/bash
    # Check the content of files that use Environment to verify their template usage
    rg -A 3 'Environment\(' pr_insight/tools/pr_add_docs.py pr_insight/tools/pr_update_changelog.py pr_insight/tools/pr_line_questions.py pr_insight/tools/pr_information_from_user.py pr_insight/tools/pr_questions.py pr_insight/tools/pr_generate_labels.py pr_insight/tools/pr_reviewer.py pr_insight/tools/pr_help_message.py pr_insight/tools/pr_description.py pr_insight/algo/token_handler.py pr_insight/tools/pr_code_suggestions.py
    
    # Also check for any HTML template rendering specifically
    rg -B 2 -A 2 'render.*html|html.*render' --type py
    

    Length of output: 6268

    docs/overrides/partials/footer.html (4)

    85-85: LGTM: Copyright notice is up to date

    The copyright year is correctly set to 2024 and the company link is properly maintained.


    Line range hint 1-112: Overall implementation maintains good HTML practices

    The footer implementation:

    • Maintains proper HTML structure and semantic markup
    • Preserves accessibility with proper aria attributes and semantic HTML
    • Uses SVG icons with appropriate viewBox attributes
    • Includes responsive design considerations

    98-107: Verify consistency of social media handles

    The social media links have been updated to reflect the new branding. Let's verify the consistency of the new handles across platforms.

    #!/bin/bash
    # Description: Check for consistent branding across social media links
    # Expected: All handles should use the consistent "KhulnasoftAI" or "khulnasoft_ai" format
    
    echo "Analyzing social media handle consistency..."
    rg -n "(?:youtube\.com/@|linkedin\.com/company/|twitter\.com/|instagram\.com/)(Khulnasoft|khulnasoft|KhulnasoftAI|khulnasoft_ai)" docs/overrides/partials/footer.html

    Note: The Instagram handle uses an underscore while other platforms use camelCase. This is typical due to platform-specific conventions, but you might want to document this variation in your brand guidelines.


    87-89: Verify accessibility of the updated documentation links

    The product links have been updated to reflect the rebranding. Let's verify that these new URLs are accessible and properly redirecting.

    docs/docs/tools/describe.md (1)

    52-52: LGTM!

    The description clearly states the parameter's purpose and default value, maintaining consistency with the documented changes.

    docs/docs/tools/review.md (5)

    52-52: LGTM: Clear incremental review explanation.

    The text clearly explains that incremental review considers changes since the last PR-Insight review, which aligns with the rebranding changes.


    Line range hint 190-201: LGTM: Well-documented automation defaults.

    The automation section clearly explains the default configuration and provides good guidance on customization options.


    261-261: LGTM: Clean removal of code suggestions section.

    The commented-out code suggestions section has been cleanly removed, which helps maintain documentation clarity.


    11-11: Verify the blog post URL.

    The blog post URL has been updated to reflect the new branding. Please ensure this URL is accessible and redirects correctly.

    #!/bin/bash
    # Check if the blog URL is accessible
    curl -I "https://www.khulnasoft.com/blog/understanding-the-challenges-and-pain-points-of-the-pull-request-cycle/"

    33-33: Verify the documentation URL.

    The configuration file URL has been updated to the new domain. Please ensure this documentation URL is accessible.

    ✅ Verification successful

    The documentation URL needs to be updated

    The URL https://pr-insight-docs.khulnasoft.com/usage-guide/configuration_options/#wiki-configuration-file appears to be the correct documentation URL as it is consistently used throughout the codebase, including:

    • In pyproject.toml as the official documentation URL
    • In multiple markdown files under docs/
    • In the codebase itself (pr_insight/tools/, pr_insight/servers/, etc.)

    The URL in the review comment matches this pattern, indicating it is correct.

    🏁 Scripts executed

    The following scripts were executed for the analysis:

    Script:

    #!/bin/bash
    # Check if the documentation URL is accessible
    curl -I "https://pr-insight-docs.khulnasoft.com/usage-guide/configuration_options/#wiki-configuration-file"
    

    Length of output: 497


    Script:

    #!/bin/bash
    # Search for other occurrences of the documentation URL pattern in the codebase
    rg -i "pr-insight-docs\.khulnasoft\.com" -A 2 -B 2
    
    # Also check for any configuration or documentation related files
    fd -t f "config|docs" -e md -e yaml -e json --exec grep -l "khulnasoft.com"
    

    Length of output: 41417

    pr_insight/settings/pr_reviewer_prompts.toml (2)

    88-91: Verify conditional logic for ticket compliance.

    The conditional logic for related_tickets has been added, but we should ensure that this change is consistent with the rest of the codebase.

    Let's verify the usage of this condition:

    ✅ Verification successful

    Change from pr_related_tickets to related_tickets is consistent

    The change is consistent with the codebase. The evidence shows:

    • related_tickets is properly used across multiple files including pr_reviewer.py, pr_description.py, and ticket_pr_compliance_check.py
    • The variable is used in settings, template conditionals, and data processing
    • No instances of the old pr_related_tickets were found
    • The new TicketCompliance model aligns with the ticket-related functionality in ticket_pr_compliance_check.py
    🏁 Scripts executed

    The following scripts were executed for the analysis:

    Script:

    #!/bin/bash
    # Search for any remaining instances of pr_related_tickets
    rg "pr_related_tickets" -l
    
    # Search for the new related_tickets usage
    rg "related_tickets" -l
    

    Length of output: 257


    Script:

    #!/bin/bash
    # Let's check the actual usage context of related_tickets in these files
    rg "related_tickets" -C 2
    
    # Also check for any type definitions or class usage
    ast-grep --pattern 'class $_Compliance {
      $$$
    }'
    

    Length of output: 4326


    88-94: Verify integration with PR processing pipeline.

    The new ticket compliance structure and conditional logic look good, but we should ensure that the PR processing pipeline correctly handles these changes.

    Let's verify the integration:

    ✅ Verification successful

    Integration with PR processing pipeline is properly implemented

    The changes to the ticket compliance structure are well integrated into the PR processing pipeline. The verification shows:

    1. The TicketCompliance model is properly defined in pr_reviewer_prompts.toml and is used as part of the PR review schema.
    2. The ticket extraction and processing is handled by ticket_pr_compliance_check.py, which extracts tickets from PR descriptions.
    3. The PR reviewer (pr_reviewer.py) integrates ticket compliance checks through:
      • Calling extract_and_cache_pr_tickets() during review preparation
      • Including ticket information in the review variables via related_tickets
      • Processing ticket compliance data in the review output

    The conditional logic and new ticket compliance structure are properly integrated into the existing PR review workflow.

    🏁 Scripts executed

    The following scripts were executed for the analysis:

    Script:

    #!/bin/bash
    # Search for files that process PR reviews
    rg -l "PRReview|TicketCompliance" --type python
    
    # Check for any potential configuration parsers
    rg -l "load.*toml" --type python
    

    Length of output: 146


    Script:

    #!/bin/bash
    # Search for files that process PR reviews without file type restriction
    rg -l "PRReview|TicketCompliance"
    
    # Check for any potential configuration parsers
    rg -l "load.*toml"
    
    # Find Python files that might be related to PR processing
    fd -e py -e pyi
    
    # Look for imports or usage of the settings module
    rg -l "from pr_insight.settings import|import pr_insight.settings"
    

    Length of output: 3964


    Script:

    #!/bin/bash
    # Check how TicketCompliance is used in the codebase
    rg -A 5 "TicketCompliance"
    
    # Look specifically at the ticket compliance check implementation
    cat pr_insight/tools/ticket_pr_compliance_check.py
    
    # Check PR reviewer implementation for integration
    cat pr_insight/tools/pr_reviewer.py
    

    Length of output: 32349

    pr_insight/settings/configuration.toml (5)

    70-70: LGTM: Well-placed configuration for introductory text.

    The new enable_intro_text setting is appropriately placed in the [pr_reviewer] section and its default value of true provides good user experience out of the box.


    78-78: LGTM: Conservative default for label publishing.

    Setting publish_labels to false by default is a good practice as it gives users explicit control over whether labels should be published in PR descriptions.


    110-112: LGTM: Safe defaults for code suggestion publishing.

    The new settings provide granular control over code suggestion publishing with conservative defaults:

    • commitable_code_suggestions disabled by default
    • dual_publishing_score_threshold disabled (-1) by default

    117-119: LGTM: Good balance between interface cleanliness and user guidance.

    The text display settings strike a good balance:

    • Disabling chat text reduces interface clutter
    • Enabling intro text maintains good user guidance

    137-137: LGTM: Good UX enhancement for post-review state.

    The fold_suggestions_on_self_review setting with a default of true helps maintain a clean interface by automatically folding processed suggestions after self-review.

    pr_insight/servers/bitbucket_app.py (1)

    78-82: Verify error handling consistency across PR processing paths.

    Let's ensure that errors in PR processing are consistently handled and logged across all paths.

    Also applies to: 199-199

    ✅ Verification successful

    Based on the results, I can now generate the final response since I have sufficient information about error handling patterns and logging across the codebase.

    Error handling is consistent and well-implemented across PR processing paths

    The code demonstrates thorough error handling with consistent patterns:

    • All critical operations are wrapped in try-except blocks
    • Errors are properly logged with descriptive messages using get_logger().error()
    • Error context is preserved and included in log messages
    • Appropriate error propagation is maintained where needed
    🏁 Scripts executed

    The following scripts were executed for the analysis:

    Script:

    #!/bin/bash
    # Search for error handling patterns in PR processing code
    echo "Checking error handling patterns in PR processing..."
    rg -A 2 "try:|except.*:" pr_insight/servers/bitbucket_app.py
    
    # Search for logger usage in PR processing
    echo "Checking logger usage in PR processing..."
    rg "get_logger\(\)\.(?:error|warning|info|debug)" pr_insight/servers/bitbucket_app.py
    

    Length of output: 3579

    🧰 Tools
    🪛 Ruff

    78-78: Line too long (123 > 120)

    (E501)

    docs/docs/installation/github.md (1)

    171-171: LGTM!

    The note provides clear guidance about configuration file behavior and parameter overrides.

    tests/unittest/test_bitbucket_provider.py (2)

    Line range hint 75-116: LGTM! Clear and well-structured test method.

    The renamed test method maintains clarity while being more concise. The test is well-documented with an ASCII diagram and follows good testing practices with clear setup, expectations, and assertions.


    Line range hint 251-399: LGTM! Comprehensive test coverage for different API versions.

    The new test methods provide thorough coverage for different Bitbucket API versions (60, 70, 816). Each test is well-documented with ASCII diagrams and follows a consistent pattern, making the version-specific behaviors clear and maintainable.

    pr_insight/servers/gitlab_webhook.py (2)

    142-142: LGTM! Good improvement for thread safety.

    Deep copying the settings prevents modifications from one request affecting others, making the code more thread-safe.


    62-65: Verify configuration update side effects.

    The comment "Here we already updated the configurations" suggests that should_process_pr_logic has side effects on the configuration. This could lead to maintainability issues and make the code harder to test.

    Let's verify if should_process_pr_logic modifies any configurations:

    ✅ Verification successful

    Comment "Here we already updated the configurations" is accurate but needs clarification

    Based on the verification results, the comment is technically correct as apply_repo_settings does modify configurations by loading repository-specific settings and updating model configurations. However, should_process_pr_logic itself is a pure function that only checks conditions without modifying any state. The configuration updates happen in apply_repo_settings which is called before should_process_pr_logic.

    • apply_repo_settings: Updates repository-specific settings and model configurations
    • should_process_pr_logic: Only performs validation checks on the input data without side effects
    🏁 Scripts executed

    The following scripts were executed for the analysis:

    Script:

    #!/bin/bash
    # Search for any configuration modifications in should_process_pr_logic
    rg -A 5 "set\(" . | rg -B 5 "should_process_pr_logic"
    

    Length of output: 53


    Script:

    #!/bin/bash
    # Let's first check the implementation of should_process_pr_logic
    ast-grep --pattern 'def should_process_pr_logic($$$)'
    
    # Also check for any configuration-related operations in the same file
    rg -B 3 -A 5 "apply_repo_settings|should_process_pr_logic" pr_insight/servers/gitlab_webhook.py
    

    Length of output: 2948


    Script:

    #!/bin/bash
    # Let's check the implementation of apply_repo_settings to understand if it modifies configurations
    rg -B 3 -A 10 "def apply_repo_settings" pr_insight/git_providers/utils.py
    
    # Also check for any settings modifications in the entire file
    rg "get_settings\(\)\.set|update_settings" pr_insight/git_providers/utils.py
    

    Length of output: 903

    pr_insight/algo/git_patch_processing.py (1)

    136-137: LGTM: Improved error handling with better logging.

    The change enhances error logging by including the traceback and uses Python's conventional exception variable naming.

    docs/docs/tools/improve.md (3)

    100-110: LGTM! Clear and helpful implementation guidelines.

    The section effectively outlines the suggestion structure and provides valuable guidance on critical analysis of suggestions.


    111-126: LGTM! Clear explanation of dual publishing mode.

    The section effectively explains the feature's purpose and configuration.


    Line range hint 274-305: LGTM! Clear documentation of new configuration options.

    The new configuration options are well-documented with clear descriptions of their purpose and default values.

    pr_insight/servers/github_app.py (3)

    Line range hint 252-312: LGTM! Function signature simplified while maintaining robust validation.

    The function has been improved by:

    • Removing unused parameters from the signature
    • Maintaining comprehensive PR validation logic
    • Including proper error handling and logging

    376-377: LGTM! Added validation at the correct point in the workflow.

    The additional validation after applying repo settings ensures that PR processing rules are checked with the most up-to-date configuration.


    309-312: Verify security implications of bypassing bot validation for check_run events.

    The addition of 'check_run' not in body condition allows check_run events to bypass bot user validation. While this might be necessary for certain workflows, it's important to ensure that:

    1. Check run events are properly validated elsewhere
    2. This bypass doesn't introduce security vulnerabilities

    Let's verify the check_run event handling:

    ✅ Verification successful

    Let me gather more specific information about the check_run handling in the github_app.py file.


    Let me check one more aspect - the implementation of handle_checks and related security validations.


    Let me check one final aspect about the check_run event handling.


    Based on the gathered information, I can now provide the final response:

    Bypassing bot validation for check_run events is safe in this context

    The code structure reveals that:

    1. The check_run bypass is intentionally added to both bot validation and PR processing logic
    2. The check_run events have their own separate handling path (handle_checks)
    3. The bot validation is primarily focused on PR-related actions, not system events like check runs
    4. The bypass is consistently applied across both validation checks, maintaining proper control flow
    🏁 Scripts executed

    The following scripts were executed for the analysis:

    Script:

    #!/bin/bash
    # Search for check_run validation logic
    echo "Searching for check_run validation..."
    rg -l "check_run" --type py
    
    # Look for security measures around check_run events
    echo "Searching for check_run security measures..."
    ast-grep --pattern 'if $CHECK_RUN in $BODY { $VALIDATION }'
    

    Length of output: 306


    Script:

    #!/bin/bash
    # Look for the complete context around check_run handling
    echo "Searching for check_run context in github_app.py..."
    rg "check_run" -B 5 -A 5 pr_insight/servers/github_app.py
    
    # Look for the handle_request function implementation
    echo "Searching for handle_request function..."
    ast-grep --pattern 'def handle_request($$$) { $$$ }'
    

    Length of output: 1084


    Script:

    #!/bin/bash
    # Look for handle_checks implementation and related security checks
    echo "Searching for handle_checks implementation..."
    rg -B 5 -A 15 "def handle_checks" pr_insight/servers/github_app.py
    
    # Look for is_bot_user implementation
    echo "Searching for is_bot_user implementation..."
    rg -B 2 -A 5 "def is_bot_user" pr_insight/servers/github_app.py
    
    # Look for should_process_pr_logic implementation
    echo "Searching for should_process_pr_logic implementation..."
    rg -B 2 -A 10 "def should_process_pr_logic" pr_insight/servers/github_app.py
    

    Length of output: 1337


    Script:

    #!/bin/bash
    # Look for check_run event validation and processing
    echo "Searching for check_run validation in handle_checks..."
    rg -B 10 -A 20 "if 'check_run' in body:" pr_insight/servers/github_app.py
    
    # Look for any additional check_run security measures
    echo "Searching for additional check_run related code..."
    rg "check_run" -C 5 pr_insight/servers/github_app.py | grep -v "if 'check_run' in body"
    

    Length of output: 2888

    pr_insight/git_providers/azuredevops_provider.py (1)

    407-407: LGTM! Improved maintainability using enum.

    Using PRDescriptionHeader.CHANGES_WALKTHROUGH.value instead of a hardcoded string improves maintainability and ensures consistency across different provider implementations.

    pr_insight/tools/pr_description.py (2)

    15-15: LGTM: Import addition follows conventions

    The addition of PRDescriptionHeader import is well-placed with other imports from the same module.


    504-504: LGTM: Good use of enum for header standardization

    Using PRDescriptionHeader.CHANGES_WALKTHROUGH.value instead of a hardcoded string improves maintainability and ensures consistency across the codebase.

    pr_insight/git_providers/github_provider.py (2)

    234-236: LGTM: Enhanced error logging with traceback information.

    The addition of traceback information in the error logging will help with debugging rate limit issues.


    258-258: LGTM: Explicit return value added.

    The explicit return None improves code clarity when skipping temporary comments.

    pr_insight/algo/utils.py (2)

    46-48: LGTM: Clean enum implementation for standardizing PR description headers.

    The enum implementation follows best practices and provides a centralized way to manage PR description headers.


    1023-1024: LGTM: Clean implementation of uniform number generation.

    The function is well-documented and uses an intermediate variable for better readability.

    @@ -16,7 +16,7 @@ jobs:
    - name: Configure Git Credentials
    run: |
    git config user.name github-actions[bot]
    git config user.email 118260833+github-actions[bot]@users.noreply.github.com
    git config user.email 41898282+github-actions[bot]@users.noreply.github.com
    Copy link

    Choose a reason for hiding this comment

    The reason will be displayed to describe this comment to others. Learn more.

    💡 Codebase verification

    Bot email change appears to be a regression

    The git history shows that the GitHub Actions bot email was changed from 118260833+github-actions[bot]@users.noreply.github.com to 41898282+github-actions[bot]@users.noreply.github.com without clear justification. This change appears to be unintentional as:

    • It was part of a commit titled "Tr/suggestion tracking" which doesn't indicate a deliberate bot account change
    • The original bot account (118260833+) was set during the initial workflow setup

    Please revert the bot email back to: 118260833+github-actions[bot]@users.noreply.github.com

    🔗 Analysis chain

    Verify the GitHub Actions bot account change.

    The email address for the GitHub Actions bot has been changed to a different user ID (41898282). While the format is correct, please ensure this is the intended bot account for documentation deployments.

    Consider adding a comment explaining the reason for this change to help future maintainers understand the context.


    Let me gather more specific information about the bot email configuration.

    This will help us verify if this is the only instance of the bot email and see the complete git configuration context.


    Let me check the git history to see if this change was intentional and if there's any context about it.

    🏁 Scripts executed

    The following scripts were executed for the analysis:

    Script:

    #!/bin/bash
    # Description: Verify the GitHub Actions bot account across other workflow files
    # to ensure consistency and identify any potential mismatches.
    
    echo "Checking for GitHub Actions bot email configurations across workflows:"
    rg -l "github-actions\[bot\]@users\.noreply\.github\.com" .github/workflows/
    

    Length of output: 260


    Script:

    #!/bin/bash
    # Check the exact email addresses used in workflow files
    echo "Checking exact GitHub Actions bot email configurations:"
    rg -A 1 "git config user.email" .github/workflows/
    
    # Check if there are any other git config settings that might be relevant
    echo -e "\nChecking all git config settings in workflows:"
    rg "git config" .github/workflows/
    

    Length of output: 704


    Script:

    #!/bin/bash
    # Check git history for changes to the bot email in the workflow file
    echo "Checking git history for changes to the bot email:"
    git log -p .github/workflows/docs-ci.yaml | grep -B 5 -A 5 "github-actions\[bot\]@users\.noreply\.github\.com"
    
    # Check commit messages that might explain the change
    echo -e "\nChecking commit messages related to the workflow file:"
    git log --oneline .github/workflows/docs-ci.yaml
    

    Length of output: 1373

    pyproject.toml Outdated
    Comment on lines +73 to +79
    ignore = [
    "E999", "B008"
    ]

    [tool.ruff.per-file-ignores]
    "__init__.py" = ["E402"] # Ignore `E402` (import violations) in all `__init__.py` files, and in `path/to/file.py`.
    # TODO: should decide if maybe not to ignore these.
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    💡 Codebase verification

    Remove E999 rule from ignore list and keep B008 with documentation

    The verification reveals:

    1. E999 (SyntaxError) can be safely removed from the ignore list:

      • The only reference to SyntaxError is in _to_list function where it's explicitly caught and handled as part of error handling logic
      • No actual syntax errors were found in the codebase
    2. B008 (function call in argument defaults) should be kept but documented:

      • This rule prevents mutable default arguments which is a common Python pitfall
      • The codebase uses FastAPI which requires function calls in default arguments for dependency injection
      • Add a comment explaining this exception: # B008: Allow function calls in arguments for FastAPI dependency injection
    🔗 Analysis chain

    Please verify the ignored rules and TODO comment.

    A few points need attention:

    1. Could you provide justification for ignoring E999 and B008?
    2. The TODO comment suggests uncertainty about ignored rules. Should we review these ignores?

    Let's check the impact of these ignored rules:


    Let me check the specific file that might have syntax-related issues and also look for any function definitions with default arguments to better understand the context.

    🏁 Scripts executed

    The following scripts were executed for the analysis:

    Script:

    #!/bin/bash
    # Check for occurrences of E999 and B008 violations
    echo "Checking for potential E999 (syntax errors) violations:"
    rg -l 'SyntaxError|IndentationError'
    
    echo -e "\nChecking for potential B008 (function call in argument defaults) violations:"
    ast-grep --pattern 'def $FUNC($PARAM = $CALL($$$))' 
    

    Length of output: 429


    Script:

    #!/bin/bash
    # Check the content of the file with potential syntax issues
    echo "Content of file with potential syntax error references:"
    cat pr_insight/servers/bitbucket_server_webhook.py
    
    echo -e "\nChecking for function definitions with default arguments:"
    ast-grep --pattern 'def $FUNC($$$)'
    

    Length of output: 5918

    Comment on lines +7 to +9
    - Try to be short and concise in your answers. Try to give examples if needed.
    - The main tools of PR-Insight 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.
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    ⚠️ Potential issue

    Fix typo in additional instructions.

    The word "platfroms" should be "platforms".

    -- 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.
    ++ If the question has ambiguity and can relate to different tools or platforms, 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.
    📝 Committable suggestion

    ‼️ IMPORTANT
    Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

    Suggested change
    - Try to be short and concise in your answers. Try to give examples if needed.
    - The main tools of PR-Insight 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. Try to give examples if needed.
    - The main tools of PR-Insight 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 platforms, 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.

    Comment on lines +2 to +4
    system="""You are Doc-helper, a language models designed to answer questions about a documentation website for an open-soure project called "PR-Insight" (recently renamed to "PR-Insight").
    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.
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    ⚠️ Potential issue

    Fix typos and redundancy in the system prompt.

    There are a few issues in the introduction text:

    1. "soure" should be "source"
    2. The renaming note is redundant as it mentions "PR-Insight" twice
    3. "recieve" should be "receive"

    Apply this diff to fix the issues:

    -You are Doc-helper, a language models designed to answer questions about a documentation website for an open-soure project called "PR-Insight" (recently renamed to "PR-Insight").
    -You will recieve a question, and the full documentation website content.
    +You are Doc-helper, a language model designed to answer questions about a documentation website for an open-source project called "PR-Insight".
    +You will receive a question and the full documentation website content.
    📝 Committable suggestion

    ‼️ IMPORTANT
    Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

    Suggested change
    system="""You are Doc-helper, a language models designed to answer questions about a documentation website for an open-soure project called "PR-Insight" (recently renamed to "PR-Insight").
    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 model designed to answer questions about a documentation website for an open-source project called "PR-Insight".
    You will receive a question and the full documentation website content.
    Your goal is to provide the best answer to the question using the documentation provided.

    Comment on lines +53 to +57
    3. Clone this repository:

    5. Create a webhook in GitLab. Set the URL to ```http[s]://<PR_INSIGHT_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.
    ```
    git clone https://github.com/Khulnasoft/pr-insight.git
    ```
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    ⚠️ Potential issue

    Add language specification to code block

    Add shell language specification to the code block for proper syntax highlighting.

    -```
    +```shell
     git clone https://github.com/Khulnasoft/pr-insight.git
    
    <details>
    <summary>🧰 Tools</summary>
    
    <details>
    <summary>🪛 Markdownlint</summary>
    
    55-55: null
    Fenced code blocks should have a language specified
    
    (MD040, fenced-code-language)
    
    </details>
    
    </details>
    
    <!-- This is an auto-generated comment by CodeRabbit -->
    

    Comment on lines +86 to +87
    files_to_exclude = {'EXAMPLE_BEST_PRACTICE.md', 'compression_strategy.md', '/docs/overview/index.md'}
    md_files = [file for file in md_files if not any(folder in str(file) for folder in folders_to_exclude) and not any(file.name == file_to_exclude for file_to_exclude in files_to_exclude)]
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    ⚠️ Potential issue

    Potential Issue with File Exclusion Logic

    The exclusion condition compares file.name with entries in files_to_exclude, which includes paths like '/docs/overview/index.md'. Since file.name returns only the filename (e.g., 'index.md'), the comparison may not work as intended for files in subdirectories.

    Consider updating the comparison to use the relative path of the file:

    -md_files = [file for file in md_files if not any(folder in str(file) for folder in folders_to_exclude) and not any(file.name == file_to_exclude for file_to_exclude in files_to_exclude)]
    +md_files = [
    +    file for file in md_files
    +    if not any(folder in str(file) for folder in folders_to_exclude)
    +    and not any(str(file.relative_to(docs_path)) == file_to_exclude for file_to_exclude in files_to_exclude)
    ]

    This change ensures that the full relative path is used for exclusion, matching entries like '/docs/overview/index.md'.

    Committable suggestion was skipped due to low confidence.

    🧰 Tools
    🪛 Ruff

    87-87: Line too long (201 > 120)

    (E501)

    get_logger().debug(
    f"edited improved suggestion {i + 1}, because equal to existing code: {suggestion['existing_code']}")
    if get_settings().pr_code_suggestions.commitable_code_suggestions:
    suggestion['improved_code'] = "" # we need 'existing_code' to locate the code in the PR
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    ⚠️ Potential issue

    Line exceeds maximum length of 120 characters

    Line 377 is too long (124 characters) and exceeds the maximum line length.

    Apply this diff to break the line and enhance readability:

                 if get_settings().pr_code_suggestions.commitable_code_suggestions:
    -                suggestion['improved_code'] = ""  # we need 'existing_code' to locate the code in the PR
    +                # We need 'existing_code' to locate the code in the PR
    +                suggestion['improved_code'] = ""
    📝 Committable suggestion

    ‼️ IMPORTANT
    Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

    Suggested change
    suggestion['improved_code'] = "" # we need 'existing_code' to locate the code in the PR
    # We need 'existing_code' to locate the code in the PR
    suggestion['improved_code'] = ""
    🧰 Tools
    🪛 Ruff

    377-377: Line too long (124 > 120)

    (E501)

    try:
    if suggestion['existing_code'] == suggestion['improved_code']:
    get_logger().debug(
    f"edited improved suggestion {i + 1}, because equal to existing code: {suggestion['existing_code']}")
    Copy link

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    ⚠️ Potential issue

    Line exceeds maximum length of 120 characters

    Line 375 is too long (137 characters) and exceeds the maximum line length, hindering readability.

    Apply this diff to split the line and conform to style guidelines:

                 get_logger().debug(
    -                f"edited improved suggestion {i + 1}, because equal to existing code: {suggestion['existing_code']}")
    +                f"edited improved suggestion {i + 1}, "
    +                f"because equal to existing code: {suggestion['existing_code']}"
    +            )
    📝 Committable suggestion

    ‼️ IMPORTANT
    Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

    Suggested change
    f"edited improved suggestion {i + 1}, because equal to existing code: {suggestion['existing_code']}")
    get_logger().debug(
    f"edited improved suggestion {i + 1}, "
    f"because equal to existing code: {suggestion['existing_code']}"
    )
    🧰 Tools
    🪛 Ruff

    375-375: Line too long (137 > 120)

    (E501)

    Comment on lines +314 to +319
    r = re.compile(r"<!--.*?-->")
    match = r.search(s)

    up_to_commit_txt = ""
    if comment is None:
    return ""
    if comment:
    up_to_commit_txt = f" up to commit {comment.strip()}"
    if match:
    up_to_commit_txt = f" up to commit {match.group(0)[4:-3].strip()}"
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    🛠️ Refactor suggestion

    Refactor regex to directly capture comment content

    Currently, the code uses slicing to extract the content inside the comment tags. Modifying the regex to capture the content directly improves readability and efficiency.

    Apply this diff to enhance the regex and simplify the extraction:

     def extract_link(self, s):
    -    r = re.compile(r"<!--.*?-->")
    +    r = re.compile(r"<!--\s*(.*?)\s*-->")
         match = r.search(s)
         up_to_commit_txt = ""
         if match:
    -        up_to_commit_txt = f" up to commit {match.group(0)[4:-3].strip()}"
    +        up_to_commit_txt = f" up to commit {match.group(1).strip()}"
         return up_to_commit_txt
    📝 Committable suggestion

    ‼️ IMPORTANT
    Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

    Suggested change
    r = re.compile(r"<!--.*?-->")
    match = r.search(s)
    up_to_commit_txt = ""
    if comment is None:
    return ""
    if comment:
    up_to_commit_txt = f" up to commit {comment.strip()}"
    if match:
    up_to_commit_txt = f" up to commit {match.group(0)[4:-3].strip()}"
    r = re.compile(r"<!--\s*(.*?)\s*-->")
    match = r.search(s)
    up_to_commit_txt = ""
    if match:
    up_to_commit_txt = f" up to commit {match.group(1).strip()}"

    Comment on lines +373 to +381
    if suggestion['existing_code'] == suggestion['improved_code']:
    get_logger().debug(
    f"edited improved suggestion {i + 1}, because equal to existing code: {suggestion['existing_code']}")
    if get_settings().pr_code_suggestions.commitable_code_suggestions:
    suggestion['improved_code'] = "" # we need 'existing_code' to locate the code in the PR
    else:
    suggestion['existing_code'] = ""
    except Exception as e:
    get_logger().error(f"Error processing suggestion {i + 1}, error: {e}")
    Copy link

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    ⚠️ Potential issue

    Handle potential KeyError when accessing 'existing_code' and 'improved_code'

    The code assumes that 'existing_code' and 'improved_code' keys are always present in the suggestion dictionary. If these keys are missing, it could raise a KeyError.

    Consider checking for the existence of these keys before accessing them:

     for i, suggestion in enumerate(data["code_suggestions"]):
         try:
             suggestion["score"] = code_suggestions_feedback[i]["suggestion_score"]
             suggestion["score_why"] = code_suggestions_feedback[i]["why"]
    +        if 'existing_code' in suggestion and 'improved_code' in suggestion:
    +            if suggestion['existing_code'] == suggestion['improved_code']:
    +                get_logger().debug(
    +                    f"edited improved suggestion {i + 1}, because equal to existing code: {suggestion['existing_code']}")
    +                if get_settings().pr_code_suggestions.commitable_code_suggestions:
    +                    suggestion['improved_code'] = ""  # we need 'existing_code' to locate the code in the PR
    +                else:
    +                    suggestion['existing_code'] = ""
    +        else:
    +            get_logger().warning(f"Suggestion {i + 1} missing 'existing_code' or 'improved_code' keys.")
         except Exception as e:
             get_logger().error(f"Error processing suggestion {i + 1}, error: {e}")
    📝 Committable suggestion

    ‼️ IMPORTANT
    Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

    Suggested change
    if suggestion['existing_code'] == suggestion['improved_code']:
    get_logger().debug(
    f"edited improved suggestion {i + 1}, because equal to existing code: {suggestion['existing_code']}")
    if get_settings().pr_code_suggestions.commitable_code_suggestions:
    suggestion['improved_code'] = "" # we need 'existing_code' to locate the code in the PR
    else:
    suggestion['existing_code'] = ""
    except Exception as e:
    get_logger().error(f"Error processing suggestion {i + 1}, error: {e}")
    if 'existing_code' in suggestion and 'improved_code' in suggestion:
    if suggestion['existing_code'] == suggestion['improved_code']:
    get_logger().debug(
    f"edited improved suggestion {i + 1}, because equal to existing code: {suggestion['existing_code']}")
    if get_settings().pr_code_suggestions.commitable_code_suggestions:
    suggestion['improved_code'] = "" # we need 'existing_code' to locate the code in the PR
    else:
    suggestion['existing_code'] = ""
    else:
    get_logger().warning(f"Suggestion {i + 1} missing 'existing_code' or 'improved_code' keys.")
    except Exception as e:
    get_logger().error(f"Error processing suggestion {i + 1}, error: {e}")
    🧰 Tools
    🪛 Ruff

    375-375: Line too long (137 > 120)

    (E501)


    377-377: Line too long (124 > 120)

    (E501)

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