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V0.23 #39

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@gitworkflows gitworkflows commented Aug 12, 2024

User description

Description

This PR fixes #

Notes for Reviewers

Signed commits

  • Yes, I signed my commits.

PR Type

enhancement, bug fix, documentation


Description

  • Added new models to the list of supported models in pr_assistant/algo/__init__.py.
  • Refactored _create_chat method in pr_assistant/algo/ai_handlers/langchain_ai_handler.py for better error handling and simplified chat creation logic.
  • Adjusted error logging levels in pr_assistant/algo/ai_handlers/litellm_ai_handler.py.
  • Fixed variable name typo and added null check in pr_assistant/algo/git_patch_processing.py.
  • Added error handling in _get_system_user_tokens method in pr_assistant/algo/token_handler.py.
  • Fixed YAML code block marker removal in pr_assistant/algo/utils.py.
  • Added new PRAssistant class in pr_assistant/assistant/pr_assistant.py to handle various PR-related commands.
  • Updated import paths for PRAssistant in multiple server files.
  • Added support for publishing file comments and improved error handling in pr_assistant/git_providers/bitbucket_provider.py.
  • Added method to limit output characters in pr_assistant/git_providers/git_provider.py.
  • Improved handling of large PRs and added logging in pr_assistant/tools/pr_code_suggestions.py and pr_assistant/tools/pr_description.py.
  • Added configuration for Claude model in .pr_assistant.toml.
  • Added Azure DevOps and GitLab pipeline instructions in documentation.

Changes walkthrough 📝

Relevant files
Enhancement
22 files
__init__.py
Add new models to supported models list.                                 

pr_assistant/algo/init.py

  • Added new models to the list of supported models.
  • Included gpt-4o-2024-08-06, claude-3-5-sonnet, and several watsonx
    models.
  • +8/-0     
    langchain_ai_handler.py
    Refactor chat creation logic and error handling.                 

    pr_assistant/algo/ai_handlers/langchain_ai_handler.py

  • Refactored _create_chat method for better error handling.
  • Simplified chat creation logic.
  • +30/-27 
    litellm_ai_handler.py
    Adjust error logging levels.                                                         

    pr_assistant/algo/ai_handlers/litellm_ai_handler.py

  • Changed error logging from error to warning for unknown errors.
  • +2/-2     
    token_handler.py
    Add error handling for token counting.                                     

    pr_assistant/algo/token_handler.py

    • Added error handling in _get_system_user_tokens method.
    +12/-6   
    pr_assistant.py
    Add PRAssistant class for handling PR commands.                   

    pr_assistant/assistant/pr_assistant.py

  • Added new PRAssistant class to handle various PR-related commands.
  • +100/-1 
    cli.py
    Update import path for PRAssistant.                                           

    pr_assistant/cli.py

    • Updated import path for PRAssistant.
    +1/-1     
    bitbucket_provider.py
    Add support for file comments and improve error handling.

    pr_assistant/git_providers/bitbucket_provider.py

  • Added support for publishing file comments.
  • Improved error handling for file content retrieval.
  • +62/-11 
    git_provider.py
    Add method to limit output characters.                                     

    pr_assistant/git_providers/git_provider.py

    • Added method to limit output characters.
    +5/-0     
    github_provider.py
    Add character limit for comments and improve error handling.

    pr_assistant/git_providers/github_provider.py

  • Added character limit for comments.
  • Improved error handling for comment editing.
  • +7/-1     
    gitlab_provider.py
    Add character limit for comments and improve error handling.

    pr_assistant/git_providers/gitlab_provider.py

  • Added character limit for comments.
  • Improved error handling for comment editing.
  • +6/-0     
    utils.py
    Add function to set Claude model.                                               

    pr_assistant/git_providers/utils.py

    • Added function to set Claude model easily.
    +14/-0   
    azuredevops_server_webhook.py
    Update import path for PRAssistant.                                           

    pr_assistant/servers/azuredevops_server_webhook.py

    • Updated import path for PRAssistant.
    +3/-3     
    bitbucket_app.py
    Update import path for PRAssistant.                                           

    pr_assistant/servers/bitbucket_app.py

    • Updated import path for PRAssistant.
    +7/-6     
    bitbucket_server_webhook.py
    Update import path for PRAssistant.                                           

    pr_assistant/servers/bitbucket_server_webhook.py

    • Updated import path for PRAssistant.
    +1/-1     
    gerrit_server.py
    Update import path for PRAssistant.                                           

    pr_assistant/servers/gerrit_server.py

    • Updated import path for PRAssistant.
    +1/-1     
    github_action_runner.py
    Update import path for PRAssistant.                                           

    pr_assistant/servers/github_action_runner.py

    • Updated import path for PRAssistant.
    +1/-1     
    github_app.py
    Update import path for PRAssistant.                                           

    pr_assistant/servers/github_app.py

    • Updated import path for PRAssistant.
    +13/-13 
    github_polling.py
    Update import path for PRAssistant.                                           

    pr_assistant/servers/github_polling.py

    • Updated import path for PRAssistant.
    +3/-3     
    gitlab_webhook.py
    Update import path for PRAssistant.                                           

    pr_assistant/servers/gitlab_webhook.py

    • Updated import path for PRAssistant.
    +4/-3     
    pr_code_suggestions.py
    Adjust logging levels and improve large PR handling.         

    pr_assistant/tools/pr_code_suggestions.py

  • Adjusted logging levels for missing code suggestions.
  • Improved handling of large PRs.
  • +7/-2     
    pr_description.py
    Improve large PR handling and add logging.                             

    pr_assistant/tools/pr_description.py

  • Improved handling of large PRs.
  • Added logging for missing markers.
  • +44/-16 
    pr_reviewer.py
    Add checks for review labels configuration.                           

    pr_assistant/tools/pr_reviewer.py

    • Added checks for review labels configuration.
    +5/-0     
    Bug fix
    4 files
    git_patch_processing.py
    Fix variable name typo and add null check.                             

    pr_assistant/algo/git_patch_processing.py

  • Fixed variable name typo from len(original_lines) to
    len_original_lines.
  • Added check for original_file_str before processing patches.
  • +4/-4     
    utils.py
    Fix YAML code block marker removal.                                           

    pr_assistant/algo/utils.py

  • Fixed load_yaml function to correctly remove YAML code block markers.
  • +1/-1     
    bitbucket_server_provider.py
    Fix HTTPError import and adjust code suggestion formatting.

    pr_assistant/git_providers/bitbucket_server_provider.py

    • Fixed HTTPError import.
    • Adjusted code suggestion formatting.
    +3/-2     
    test_load_yaml.py
    Fix typo in test string.                                                                 

    tests/unittest/test_load_yaml.py

    • Fixed typo in test string.
    +1/-1     
    Configuration changes
    8 files
    config_loader.py
    Update TOML key to pr-agent.                                                         

    pr_assistant/config_loader.py

    • Changed TOML key from pr-assistant to pr-agent.
    +2/-2     
    dependabot.yml
    Remove dependabot configuration.                                                 

    .github/dependabot.yml

    • Removed dependabot configuration.
    +0/-20   
    ci_code.yml
    Remove CI workflow configuration.                                               

    .github/workflows/ci_code.yml

    • Removed CI workflow configuration.
    +0/-24   
    code_coverage.yaml
    Update code coverage workflow.                                                     

    .github/workflows/code_coverage.yaml

    • Updated code coverage workflow.
    +16/-8   
    publish_pipeline.yml
    Remove publish pipeline configuration.                                     

    .github/workflows/publish_pipeline.yml

    • Removed publish pipeline configuration.
    +0/-40   
    .pr_assistant.toml
    Add configuration for Claude model.                                           

    .pr_assistant.toml

    • Added configuration for Claude model.
    +3/-0     
    codecov.yml
    Add codecov configuration.                                                             

    codecov.yml

    • Added codecov configuration.
    +5/-0     
    configuration.toml
    Update patch extra lines configuration and app name.         

    pr_assistant/settings/configuration.toml

  • Updated patch extra lines configuration.
  • Changed app name to pr-agent.
  • +7/-6     
    Formatting
    2 files
    test_convert_to_markdown.py
    Fix missing newline at end of file.                                           

    tests/unittest/test_convert_to_markdown.py

    • Fixed missing newline at end of file.
    +1/-1     
    Dockerfile
    Standardize Dockerfile formatting.                                             

    docker/Dockerfile

    • Standardized Dockerfile formatting.
    +8/-8     
    Miscellaneous
    4 files
    format.sh
    Remove unused script.                                                                       

    scripts/format.sh

    • Removed unused script.
    +0/-4     
    lint.sh
    Remove unused script.                                                                       

    scripts/lint.sh

    • Removed unused script.
    +0/-8     
    test-cov-html.sh
    Remove unused script.                                                                       

    scripts/test-cov-html.sh

    • Removed unused script.
    +0/-9     
    test.sh
    Remove unused script.                                                                       

    scripts/test.sh

    • Removed unused script.
    +0/-7     
    Documentation
    10 files
    CITATION.cff
    Remove citation file.                                                                       

    CITATION.cff

    • Removed citation file.
    +0/-24   
    azure.md
    Add Azure DevOps pipeline instructions.                                   

    docs/docs/installation/azure.md

    • Added Azure DevOps pipeline instructions.
    +60/-2   
    gitlab.md
    Add GitLab pipeline instructions.                                               

    docs/docs/installation/gitlab.md

    • Added GitLab pipeline instructions.
    +43/-2   
    PR_assistant_pro_models.md
    Add instructions for using Claude models.                               

    docs/docs/usage-guide/PR_assistant_pro_models.md

    • Added instructions for using Claude models.
    +11/-2   
    additional_configurations.md
    Update patch extra lines configuration.                                   

    docs/docs/usage-guide/additional_configurations.md

    • Updated patch extra lines configuration.
    +2/-1     
    automations_and_usage.md
    Update Azure DevOps instructions.                                               

    docs/docs/usage-guide/automations_and_usage.md

    • Updated Azure DevOps instructions.
    +2/-2     
    footer.html
    Fix broken link in footer.                                                             

    docs/overrides/partials/footer.html

    • Fixed broken link in footer.
    +1/-1     
    pr_code_suggestions_prompts.toml
    Update instructions for quoting variables.                             

    pr_assistant/settings/pr_code_suggestions_prompts.toml

    • Updated instructions for quoting variables.
    +4/-3     
    pr_code_suggestions_reflect_prompts.toml
    Update instructions for quoting variables.                             

    pr_assistant/settings/pr_code_suggestions_reflect_prompts.toml

    • Updated instructions for quoting variables.
    +3/-3     
    pyproject.toml
    Update author and maintainer information.                               

    pyproject.toml

    • Updated author and maintainer information.
    +3/-5     

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

    Summary by Sourcery

    Introduce new methods for handling file comments and PR owner ID in the Bitbucket provider. Add support for running PR-Assistant as Azure DevOps and GitLab pipelines. Enhance error handling and logging across the codebase. Update documentation and tests to reflect the new changes. Rename the application from 'pr-assistant' to 'pr-agent'.

    New Features:

    • Introduce a new method publish_file_comments in the Bitbucket provider.
    • Add support for running PR-Assistant as an Azure DevOps pipeline and GitLab pipeline.
    • Add a method to get the PR owner ID in the Bitbucket provider.
    • Introduce a method to limit the number of characters in comments for various Git providers.

    Bug Fixes:

    • Fix issues with fetching file content in the Bitbucket provider.
    • Correct the handling of multiline suggestions in Bitbucket Server provider.
    • Fix the error handling in the _get_system_user_tokens method of the token handler.

    Enhancements:

    • Refactor the handling of comments and PRs in the GitHub, Bitbucket, and GitLab providers to use a common method for limiting comment length.
    • Improve the error logging and handling in various parts of the codebase.
    • Enhance the PR description tool to handle large PRs more efficiently.
    • Update the PR-Assistant to support the Claude-3-5-sonnet model and add configuration options for it.
    • Refactor the AI handler to improve the creation and validation of chat objects.
    • Update the GitHub provider to handle large comments more gracefully by limiting their length.

    CI:

    • Update the code coverage workflow to validate the coverage report and upload it to Codecov.
    • Remove deprecated CI workflows and scripts.

    Documentation:

    • Update the Azure DevOps and GitLab installation documentation to include new pipeline configurations.
    • Add documentation for using the Claude-3-5-sonnet model and configuring dedicated models per tool.
    • Fix broken links and update references in the documentation.

    Tests:

    • Add tests for the new methods introduced in the Bitbucket provider.
    • Update existing tests to cover the changes in comment handling and error logging.

    Chores:

    • Rename the application from 'pr-assistant' to 'pr-agent' in the configuration files and codebase.
    • Update the footer links in the documentation site.

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    sourcery-ai bot commented Aug 12, 2024

    Reviewer's Guide by Sourcery

    This pull request, titled 'V0.23', introduces several significant changes across multiple files in the PR-Assistant project. The changes include updates to various components such as Git providers (Bitbucket, GitHub, GitLab), server implementations, configuration files, and documentation. Key modifications involve improving token handling, extending patch processing, updating model configurations, and enhancing the functionality of different tools within the PR-Assistant.

    File-Level Changes

    Files Changes
    pr_assistant/git_providers/bitbucket_provider.py Updated Bitbucket provider to support file comments and improved diff handling
    docs/docs/installation/azure.md Added Azure DevOps pipeline configuration and updated CLI usage documentation
    pr_assistant/tools/pr_description.py Enhanced PR description tool with improved marker handling and file processing
    pr_assistant/algo/ai_handlers/langchain_ai_handler.py Updated LangChain AI handler to improve chat functionality and error handling
    pr_assistant/git_providers/github_provider.py Modified GitHub provider to limit comment length and improve inline comment handling
    pr_assistant/settings/pr_code_suggestions_prompts.toml
    pr_assistant/settings/pr_code_suggestions_reflect_prompts.toml
    Updated PR code suggestions prompts and reflection prompts
    pr_assistant/git_providers/git_provider.py Added character limit functionality to Git provider base class
    pr_assistant/settings/configuration.toml
    pr_assistant/algo/__init__.py
    .pr_assistant.toml
    Updated configuration options and added support for Claude-3.5-sonnet model
    pr_assistant/algo/ai_handlers/litellm_ai_handler.py Improved error handling and logging in LiteLLM AI handler
    pr_assistant/servers/gitlab_webhook.py
    pr_assistant/servers/azuredevops_server_webhook.py
    Updated GitLab and Azure DevOps server webhooks
    pr_assistant/tools/pr_reviewer.py Modified PR reviewer tool to conditionally set review labels
    docs/docs/usage-guide/automations_and_usage.md
    docs/docs/usage-guide/additional_configurations.md
    Updated documentation for automations, usage, and additional configurations
    codecov.yml Added codecov.yml for code coverage configuration
    .github/workflows/publish_pipeline.yml
    .github/workflows/ci_code.yml
    .github/dependabot.yml
    scripts/test-cov-html.sh
    scripts/lint.sh
    scripts/test.sh
    scripts/format.sh
    Removed several GitHub workflow and script files

    Tips
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    • You can change your review settings at any time by accessing your dashboard:
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    @codiumai-pr-agent-free codiumai-pr-agent-free bot added documentation Improvements or additions to documentation enhancement New feature or request bug fix Review effort [1-5]: 4 labels Aug 12, 2024
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    PR Reviewer Guide 🔍

    ⏱️ Estimated effort to review: 4 🔵🔵🔵🔵⚪
    🧪 No relevant tests
    🔒 No security concerns identified
    ⚡ Key issues to review

    Model Token Consistency
    The token limit for 'gpt-4o-2024-08-06' is set to 128000, which seems inconsistent with the usual token limits for other models. Please verify if this is correct or if an adjustment is needed.

    Error Handling
    The error handling in '_create_chat' method may suppress exceptions that could be critical for debugging. Consider logging the exception details before raising a new exception.

    Logic Error
    The condition in line 56 might lead to incorrect 'extended_size1' and 'extended_size2' calculations if 'extended_start1 - 1 + extended_size1' exceeds 'len_original_lines'. This needs a review to ensure the logic accurately handles all edge cases.

    String Manipulation
    Direct string manipulation using 'strip', 'removeprefix', and 'removesuffix' in 'load_yaml' function could lead to errors if the format of 'response_text' is not strictly controlled. Consider more robust parsing techniques.

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    Hey @gitworkflows - I've reviewed your changes - here's some feedback:

    Overall Comments:

    • This PR includes significant improvements across multiple components of PR-Assistant. However, we noticed the removal of some CI/CD workflows. Could you please clarify your testing strategy and how you plan to maintain code quality without these workflows?
    Here's what I looked at during the review
    • 🟡 General issues: 1 issue found
    • 🟢 Security: all looks good
    • 🟡 Testing: 1 issue found
    • 🟡 Complexity: 1 issue found
    • 🟡 Documentation: 1 issue found

    Sourcery is free for open source - if you like our reviews please consider sharing them ✨
    Help me be more useful! Please click 👍 or 👎 on each comment to tell me if it was helpful.

    @@ -26,6 +26,7 @@ def __init__(self, pr_url: Optional[str] = None):
    self.installation_id = context.get("installation_id", None)
    except Exception:
    self.installation_id = None
    self.max_comment_chars = 65000
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    suggestion: Consider making the max_comment_chars value configurable

    Instead of hardcoding the max_comment_chars value, consider making it configurable through settings or defining it as a constant at the module level. This would make the code more flexible and easier to adjust for different GitHub API limits in the future.

    MAX_COMMENT_CHARS = 65000
    
    class GitHubProvider:
        def __init__(self, config):
            self.max_comment_chars = config.get('max_comment_chars', MAX_COMMENT_CHARS)
    

    @@ -45,7 +45,7 @@ def test_load_invalid_yaml2(self):
    with pytest.raises(ScannerError):
    yaml.safe_load(yaml_str)

    expected_output = [{'relevant file': 'src/app.py:', 'suggestion content': 'The print statement is outside inside the if __name__ ==: '}]
    expected_output = [{'relevant file': 'src/app.py:', 'suggestion content': 'The print statement is outside inside the if __name__ ==:'}]
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    suggestion (testing): Add test for edge case with empty YAML string

    Consider adding a test case for an empty YAML string to ensure the load_yaml function handles it gracefully.

    Suggested change
    expected_output = [{'relevant file': 'src/app.py:', 'suggestion content': 'The print statement is outside inside the if __name__ ==:'}]
    expected_output = [{'relevant file': 'src/app.py:', 'suggestion content': 'The print statement is outside inside the if __name__ ==:'}]
    assert load_yaml(yaml_str) == expected_output
    # Test empty YAML string
    empty_yaml_str = ""
    assert load_yaml(empty_yaml_str) == []

    @@ -8,7 +66,7 @@ git_provider="azure"

    Azure DevOps provider supports [PAT token](https://learn.microsoft.com/en-us/azure/devops/organizations/accounts/use-personal-access-tokens-to-authenticate?view=azure-devops&tabs=Windows) or [DefaultAzureCredential](https://learn.microsoft.com/en-us/azure/developer/python/sdk/authentication-overview#authentication-in-server-environments) authentication.
    PAT is faster to create, but has build in expiration date, and will use the user identity for API calls.
    Using DefaultAzureCredential you can use managed identity or Service principle, which are more secure and will create separate ADO user identity (via AAD) to the agent.
    Using DefaultAzureCredential you can use managed identity or Service principle, which are more secure and will create separate ADO user identity (via AAD) to the assistant.
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    issue (documentation): Typo: 'Service principle' should be 'Service principal'.

    The term 'Service principle' is incorrect. It should be 'Service principal'.

    @@ -47,3 +47,17 @@ def apply_repo_settings(pr_url):
    os.remove(repo_settings_file)
    except Exception as e:
    get_logger().error(f"Failed to remove temporary settings file {repo_settings_file}", e)

    # enable switching models with a short definition
    if get_settings().config.model.lower()=='claude-3-5-sonnet':
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    issue (complexity): Consider refactoring the model-specific logic into a separate function.

    The new code introduces additional complexity by mixing model-specific logic into the apply_repo_settings function. This affects separation of concerns, readability, and maintainability. A more streamlined approach would be to use a dictionary for model configurations and a separate function to handle model-specific settings. Here’s a suggested refactor:

    def apply_repo_settings():
        try:
            get_settings().set(section, section_dict, merge=False)
            get_logger().info(f"Applying repo settings:\n{new_settings.as_dict()}")
        except Exception as e:
            get_logger().exception("Failed to apply repo settings", e)
        finally:
            if repo_settings_file:
                try:
                    os.remove(repo_settings_file)
                except Exception as e:
                    get_logger().error(f"Failed to remove temporary settings file {repo_settings_file}", e)
    
        # Enable switching models with a short definition
        model_name = get_settings().config.model.lower()
        if model_name in MODEL_CONFIGURATIONS:
            set_model_configuration(model_name)
    
    MODEL_CONFIGURATIONS = {
        'claude-3-5-sonnet': {
            'model': "bedrock/anthropic.claude-3-5-sonnet-20240620-v1:0",
            'model_turbo': "bedrock/anthropic.claude-3-5-sonnet-20240620-v1:0",
            'fallback_models': ["bedrock/anthropic.claude-3-5-sonnet-20240620-v1:0"]
        }
    }
    
    def set_model_configuration(model_name):
        config = MODEL_CONFIGURATIONS[model_name]
        get_settings().set('config.model', config['model'])
        get_settings().set('config.model_turbo', config['model_turbo'])
        get_settings().set('config.fallback_models', config['fallback_models'])

    This keeps the apply_repo_settings function focused and makes the code more maintainable.

    Comment on lines +64 to +70
    else:
    # for llms that compatible with openai, should use custom api base
    openai_api_base = get_settings().get("OPENAI.API_BASE", None)
    if openai_api_base is None or len(openai_api_base) == 0:
    return ChatOpenAI(openai_api_key=get_settings().openai.key)
    else:
    return ChatOpenAI(openai_api_key=get_settings().openai.key, openai_api_base=openai_api_base)
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    suggestion (code-quality): We've found these issues:

    Suggested change
    else:
    # for llms that compatible with openai, should use custom api base
    openai_api_base = get_settings().get("OPENAI.API_BASE", None)
    if openai_api_base is None or len(openai_api_base) == 0:
    return ChatOpenAI(openai_api_key=get_settings().openai.key)
    else:
    return ChatOpenAI(openai_api_key=get_settings().openai.key, openai_api_base=openai_api_base)
    # for llms that compatible with openai, should use custom api base
    openai_api_base = get_settings().get("OPENAI.API_BASE", None)
    return (
    ChatOpenAI(openai_api_key=get_settings().openai.key)
    if openai_api_base is None or len(openai_api_base) == 0
    else ChatOpenAI(
    openai_api_key=get_settings().openai.key,
    openai_api_base=openai_api_base,
    )
    )

    @@ -557,7 +557,7 @@ def _fix_key_value(key: str, value: str):


    def load_yaml(response_text: str, keys_fix_yaml: List[str] = [], first_key="", last_key="") -> dict:
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    suggestion (code-quality): Replace mutable default arguments with None (default-mutable-arg)

    Suggested change
    def load_yaml(response_text: str, keys_fix_yaml: List[str] = [], first_key="", last_key="") -> dict:
    def load_yaml(response_text: str, keys_fix_yaml: List[str] = None, first_key="", last_key="") -> dict:
    if keys_fix_yaml is None:
    keys_fix_yaml = []

    Comment on lines +116 to 119
    if capability in ['get_issue_comments', 'publish_inline_comments', 'get_labels', 'gfm_markdown',
    'publish_file_comments']:
    return False
    return True
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    suggestion (code-quality): We've found these issues:

    Suggested change
    if capability in ['get_issue_comments', 'publish_inline_comments', 'get_labels', 'gfm_markdown',
    'publish_file_comments']:
    return False
    return True
    return capability not in {
    'get_issue_comments',
    'publish_inline_comments',
    'get_labels',
    'gfm_markdown',
    'publish_file_comments',
    }

    Comment on lines +449 to +452
    if response.status_code == 404: # not found
    return ""
    contents = response.text
    return contents
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    suggestion (code-quality): We've found these issues:

    Suggested change
    if response.status_code == 404: # not found
    return ""
    contents = response.text
    return contents
    return "" if response.status_code == 404 else response.text

    @@ -256,6 +256,9 @@ def get_num_of_files(self):
    except Exception as e:
    return -1

    def limit_output_characters(self, output: str, max_chars: int):
    return output[:max_chars] + '...' if len(output) > max_chars else output
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    suggestion (code-quality): Use f-string instead of string concatenation (use-fstring-for-concatenation)

    Suggested change
    return output[:max_chars] + '...' if len(output) > max_chars else output
    return f'{output[:max_chars]}...' if len(output) > max_chars else output

    @@ -167,10 +167,13 @@ async def run(self):

    async def _prepare_prediction(self, model: str) -> None:
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    issue (code-quality): Low code quality found in PRDescription._prepare_prediction - 8% (low-code-quality)


    ExplanationThe quality score for this function is below the quality threshold of 25%.
    This score is a combination of the method length, cognitive complexity and working memory.

    How can you solve this?

    It might be worth refactoring this function to make it shorter and more readable.

    • Reduce the function length by extracting pieces of functionality out into
      their own functions. This is the most important thing you can do - ideally a
      function should be less than 10 lines.
    • Reduce nesting, perhaps by introducing guard clauses to return early.
    • Ensure that variables are tightly scoped, so that code using related concepts
      sits together within the function rather than being scattered.

    user_prompt_tokens = len(encoder.encode(user_prompt))
    return system_prompt_tokens + user_prompt_tokens
    try:
    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.
    Copy link
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    PR Code Suggestions ✨

    CategorySuggestion                                                                                                                                    Score
    Error handling
    Add error handling to handle_request method calls

    Ensure that the handle_request method in PRAssistant class handles exceptions to
    avoid crashing the application on unexpected errors.

    pr_assistant/servers/github_app.py [118]

    -await assistant.handle_request(api_url, comment_body,
    +try:
    +    await assistant.handle_request(api_url, comment_body,
                           notify=lambda: provider.add_eyes_reaction(comment_id, disable_eyes=disable_eyes))
    +except Exception as e:
    +    get_logger().error(f"Failed to handle request: {e}")
     
    • Apply this suggestion
    Suggestion importance[1-10]: 9

    Why: Adding error handling is crucial to prevent the application from crashing due to unexpected errors, enhancing the robustness of the code.

    9
    Add error handling to the publish_comment method

    Implement error handling for the publish_comment method to manage exceptions during
    the comment publishing process.

    pr_assistant/git_providers/bitbucket_provider.py [252]

    -comment = self.pr.comment(pr_comment)
    +try:
    +    comment = self.pr.comment(pr_comment)
    +except Exception as e:
    +    get_logger().error(f"Failed to publish comment: {e}")
    +    return None
     
    • Apply this suggestion
    Suggestion importance[1-10]: 9

    Why: Implementing error handling in the publish_comment method is important to manage exceptions and ensure the application can handle failures gracefully.

    9
    Possible bug
    Ensure that the start index for slicing is always at least 1 to avoid index errors

    The condition to check if the patch extension goes beyond the original file length
    is not handling the case where extended_start1 is less than 1 after adjustment. This
    might cause an index error when slicing original_lines. Ensure that extended_start1
    is always at least 1.

    pr_assistant/algo/git_patch_processing.py [55-59]

     if extended_start1 - 1 + extended_size1 > len_original_lines:
         # we cannot extend beyond the original file
         delta_cap = extended_start1 - 1 + extended_size1 - len_original_lines
    +    extended_start1 = max(1, extended_start1)
         extended_size1 = max(extended_size1 - delta_cap, size1)
         extended_size2 = max(extended_size2 - delta_cap, size2)
     
    • Apply this suggestion
    Suggestion importance[1-10]: 9

    Why: This suggestion addresses a potential bug that could cause an index error, which is crucial for maintaining the stability of the function.

    9
    Best practice
    Use the --rm flag with docker run for automatic cleanup

    It is recommended to use the --rm flag with docker run to automatically clean up the
    container and remove the file system when the container exits. This change will help
    in managing resources more efficiently and avoid manual cleanup steps.

    .github/workflows/code_coverage.yaml [40]

    -docker run --name test_container khulnasoft/pr-assistant:test  pytest  tests/unittest --cov=pr_assistant --cov-report term --cov-report xml:coverage.xml
    +docker run --rm --name test_container khulnasoft/pr-assistant:test  pytest  tests/unittest --cov=pr_assistant --cov-report term --cov-report xml:coverage.xml
     
    • Apply this suggestion
    Suggestion importance[1-10]: 9

    Why: This suggestion follows best practices for Docker usage by ensuring that containers are automatically cleaned up, which helps in managing resources efficiently.

    9
    Possible issue
    Correct the condition to ensure the function does not return early when it shouldn't

    The condition in the new code does not account for the scenario where both
    patch_extra_lines_before and patch_extra_lines_after are zero, which would make the
    function return early incorrectly. This should be corrected to ensure the function
    processes original_file_str when needed.

    pr_assistant/algo/git_patch_processing.py [11-12]

    -if not patch_str or (patch_extra_lines_before == 0 and patch_extra_lines_after == 0) or not original_file_str:
    +if not patch_str or not original_file_str:
         return patch_str
     
    • Apply this suggestion
    Suggestion importance[1-10]: 8

    Why: This suggestion fixes a logical error that could cause the function to return prematurely, ensuring proper functionality.

    8
    Enhancement
    Provide specific impact details of using Claude models on suggestion scores

    To enhance clarity and accuracy, consider revising the sentence structure and
    specifying the exact lower scores that Claude models might give. This will help
    users make more informed decisions when adjusting the suggestions_score_threshold.

    docs/docs/usage-guide/PR_assistant_pro_models.md [13]

    -Note that Claude models tend to give lower scores for each suggestion, so if you are using a [threshold](https://pr-assistant-docs.khulnasoft.com/tools/improve/#configuration-options):
    +Note that Claude models typically score suggestions 10-20% lower than GPT models, so you may need to lower the `suggestions_score_threshold` accordingly if you switch models. For more details, see [threshold settings](https://pr-assistant-docs.khulnasoft.com/tools/improve/#configuration-options).
     
    • Apply this suggestion
    Suggestion importance[1-10]: 8

    Why: The suggestion enhances clarity by providing specific details about the impact of using Claude models, helping users make more informed decisions.

    8
    Simplify the condition to check if the patch should be extended for better readability and efficiency

    The method extend_patch uses a complex condition to check if the patch should be
    extended. This condition can be simplified by checking the length of patch_str
    directly, which improves readability and efficiency.

    pr_assistant/algo/git_patch_processing.py [11-12]

    -if not patch_str or (patch_extra_lines_before == 0 and patch_extra_lines_after == 0) or not original_file_str:
    +if len(patch_str) == 0 or not original_file_str:
         return patch_str
     
    • Apply this suggestion
    Suggestion importance[1-10]: 6

    Why: This suggestion enhances code readability and efficiency by simplifying a complex condition, although it is not as critical as fixing a bug.

    6
    Maintainability
    Use dependency injection for creating PRAssistant instances

    Replace the direct instantiation of PRAssistant with a dependency injection pattern
    to allow for easier testing and flexibility in configuration.

    pr_assistant/servers/github_app.py [260]

    -assistant = PRAssistant()
    +assistant = dependency_injector.get(PRAssistant)
     
    • Apply this suggestion
    Suggestion importance[1-10]: 7

    Why: Using dependency injection can improve maintainability and testability, but it requires additional setup and may not be necessary if the current instantiation is simple and sufficient.

    7
    Improve variable naming for clarity and context specificity

    Consider using a more descriptive variable name for patch_extra_lines_before and
    patch_extra_lines_after to clarify that these settings apply specifically to the PR
    patch context. This will improve readability and maintainability of the
    configuration file.

    pr_assistant/settings/configuration.toml [23-24]

    -patch_extra_lines_before = 3 # Number of extra lines (+3 default ones) to include before each hunk in the patch
    -patch_extra_lines_after = 1 # Number of extra lines (+3 default ones) to include after each hunk in the patch
    +pr_patch_extra_lines_before = 3 # Number of extra lines (+3 default ones) to include before each hunk in the PR patch
    +pr_patch_extra_lines_after = 1 # Number of extra lines (+3 default ones) to include after each hunk in the PR patch
     
    • Apply this suggestion
    Suggestion importance[1-10]: 7

    Why: The suggestion improves readability and maintainability by making the variable names more descriptive, which is beneficial for understanding the configuration settings.

    7
    Standardize the command name for the improve tool and handle exceptions internally

    To avoid confusion and maintain consistency across different platforms, consider
    using a single command name for the improve tool, and handle platform-specific
    reserved keywords internally within the application logic.

    docs/docs/usage-guide/automations_and_usage.md [47]

    -**Improve**:      `/improve`  (or `/improve_code` for bitbucket, since `/improve` is sometimes reserved)
    +**Improve**:      `/improve`  # The application will internally adjust the command if it is reserved on platforms like Bitbucket.
     
    • Apply this suggestion
    Suggestion importance[1-10]: 6

    Why: While the suggestion aims to maintain consistency, handling platform-specific reserved keywords internally might complicate the application logic. The current approach is clear and straightforward.

    6
    Performance
    Refactor repetitive method calls into a single call to improve performance

    The method limit_output_characters is called multiple times with the same
    parameters. Consider refactoring this by calling it once and storing the result in a
    variable to avoid redundant processing.

    pr_assistant/git_providers/gitlab_provider.py [192-214]

    -mr_comment = self.limit_output_characters(mr_comment, self.max_comment_chars)
    -body = self.limit_output_characters(body, self.max_comment_chars)
    -body = self.limit_output_characters(body, self.max_comment_chars)
    -body = self.limit_output_characters(body, self.max_comment_chars)
    -body = self.limit_output_characters(body, self.max_comment_chars)
    +limited_comment = self.limit_output_characters(mr_comment, self.max_comment_chars)
    +mr_comment = limited_comment
    +body = limited_comment
    +body = limited_comment
    +body = limited_comment
    +body = limited_comment
     
    • Apply this suggestion
    Suggestion importance[1-10]: 7

    Why: This suggestion improves performance by reducing redundant method calls, enhancing code efficiency and readability.

    7
    Readability
    Improve readability and reduce nesting in marker presence checks

    Refactor the conditional checks for 'pr_assistant:' marker presence to improve
    readability and reduce nesting.

    pr_assistant/tools/pr_description.py [169-172]

     if get_settings().pr_description.use_description_markers and 'pr_assistant:' not in self.user_description:
    -    get_logger().info(
    -        "Markers were enabled, but user description does not contain markers. skipping AI prediction")
    -    return None
    +    get_logger().info("Markers were enabled, but user description does not contain markers. Skipping AI prediction.")
    +    return
     
    • Apply this suggestion
    Suggestion importance[1-10]: 6

    Why: The suggestion improves readability and reduces nesting, which is beneficial for maintainability, but the impact is relatively minor.

    6

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