Feature/coderabbit auto improvements

[groupthinking]

Pull Request

Description

Please include a summary of the change and which issue is fixed. Also include relevant motivation and context.

Fixes # (issue)

Type of change

• Bug fix
• New feature
• Breaking change
• Documentation update
• Other (describe):

Checklist

• My code follows the style guidelines of this project
• I have performed a self-review of my code
• I have commented my code, particularly in hard-to-understand areas
• I have made corresponding changes to the documentation
• My changes generate no new warnings
• I have added tests that prove my fix is effective or that my feature works
• New and existing unit tests pass locally with my changes
• Any dependent changes have been merged and published in downstream modules

Screenshots (if applicable)

Additional context

Summary by CodeRabbit

• New Features

  • Introduced configuration files for automated code review, improvement workflows, and coding standards with detailed preferences and auto-fix priorities.
  • Added a shell script to automate staging, committing, pushing, and polling for automated code improvements.
  • Added a GitHub Actions workflow integrating AI-powered code assistance triggered by pull requests and comments.
  • Delivered extensive utility helper functions for JSON handling, hashing, retries, dictionary/list operations, file management, and duration formatting.
  • Added detailed documentation covering project architecture, development commands, coding standards, key concepts, APIs, database schema, environment setup, and security.
  • Introduced comprehensive test suites for utility helpers, configuration file validation (JSON, YAML, INI), GitHub workflows, and the continuous learning system.
  • Added a script to run comprehensive tests including slow and performance categories.
  • Introduced pytest configuration enforcing strict marker usage and a custom slow test marker.

• Chores

  • Established project-wide guidelines and automation tools to enhance code quality and consistency.
  • Expanded module exports to include new helper utilities.

[jazzberry-ai]

Bug Report

Name	Severity	Example test case	Description
Overly Broad Instructions	Medium	Modify a Python file with a complex security implementation.	The overly broad instructions in .coderabbit.yaml's path_instructions could lead to CodeRabbit suggesting inappropriate or incorrect changes, especially regarding "security best practices," without proper context.
Auto-Assign Reviewers	Low	Create a pull request with changes to multiple files owned by different teams.	The auto_assign_reviewers: true setting in .coderabbit.yaml could bypass existing review processes or assign reviewers who are not the best fit for the changes, as there is no configuration on how reviewers are assigned.
Knowledge Base Security	Medium	Introduce a known vulnerability in a file.	Enabling web search in the knowledge_base could pose a security risk if CodeRabbit uses external information to make decisions about the code, potentially suggesting vulnerable code patterns.
Code Generation Vulnerability	Medium	Introduce a potential SQL injection vulnerability.	Auto-generating unit tests or docstrings via code_generation could introduce security vulnerabilities if the generated code is not carefully reviewed. For example, generated tests might not cover all security scenarios.
Conflicting Rules	Low	Write a function that exceeds 20 lines of code.	The .cursorrules file contains potentially conflicting or overly strict rules, such as the maximum function length of 20 lines, which might lead to code that is harder to read and understand.
Script Error Handling	High	Introduce a syntax error in a file, then run scripts/auto-improve.sh.	The scripts/auto-improve.sh script lacks error handling, which could lead to unexpected results or data loss if any of the git commands fail. The script also uses a hardcoded sleep duration which could be insufficient for larger projects.
Forceful Commit in Script	Medium	Modify a file but don't commit the changes, then run scripts/auto-improve.sh.	The scripts/auto-improve.sh script uses git add -A and git commit without checking for existing changes, potentially overwriting uncommitted changes or introducing unwanted changes into the repository.
Missing Remote Specification	Medium	Configure multiple remotes for the repository, then run scripts/auto-improve.sh.	The git push and git pull commands in scripts/auto-improve.sh don't specify a remote or branch, which could lead to pushing to the wrong remote or pulling from the wrong branch.
Script Doesn't Check Working Directory	Medium	Create a new untracked file, then run scripts/auto-improve.sh.	The scripts/auto-improve.sh script doesn't check if the working directory is clean before running the git add command. This could lead to committing unwanted files or changes.

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[coderabbitai]

Walkthrough

Three new files are introduced: a .coderabbit.yaml configuration file for automated code review and improvement settings, a .cursorrules file outlining coding standards and auto-fix priorities, and a scripts/auto-improve.sh shell script to automate the process of applying and syncing CodeRabbit's code improvements. Additionally, a GitHub Actions workflow for Claude Code integration, a detailed CLAUDE.md documentation file, a new utility helpers module with comprehensive tests, configuration and workflow test suites, a pytest configuration file, and a minor cleanup in an existing LLM class are added or updated.

Changes

File(s)	Change Summary
.coderabbit.yaml	Added configuration for CodeRabbit's automated review, improvement, and documentation settings.
.cursorrules	Added comprehensive coding standards and prioritized auto-fix rules for multiple technologies.
scripts/auto-improve.sh	Added shell script to automate CodeRabbit improvement workflow and repository syncing.
.github/workflows/claude.yml	Added GitHub Actions workflow for Claude Code integration triggered on PR events and issue comments.
CLAUDE.md	Added detailed documentation for Claude Code usage, system architecture, development commands, and standards.
utils/helpers.py	Added utility helper functions for JSON, hashing, retry logic, dict/list processing, and formatting.
test_utils_helpers.py	Added comprehensive pytest suite covering all helper functions in utils/helpers.py.
utils/init.py	Expanded __all__ to include "helpers" alongside existing exports.
pytest.ini	Added pytest configuration file defining a custom "slow" marker and enforcing strict marker usage.
run_comprehensive_tests.py	Added script to run comprehensive tests for utils/helpers.py including slow tests.
test_config_files.py	Added extensive pytest suite for validating JSON, YAML, and INI configuration file handling and edge cases.
test_github_workflows.py	Added comprehensive pytest suite for GitHub workflow parsing, validation, security, and performance testing.
test_llm_continuous_learning_system.py	Added extensive pytest suite for LLM continuous learning system covering initialization, training, feedback, concurrency, and edge cases.
llm/continuous_learning_system.py	Expanded initialize method docstring in ContinuousLearningLLM class with detailed explanation and usage.

Sequence Diagram(s)

sequenceDiagram
    participant User
    participant LocalRepo
    participant GitHub
    participant CodeRabbit

    User->>LocalRepo: Run auto-improve.sh
    LocalRepo->>GitHub: Push commit for CodeRabbit improvements
    GitHub->>CodeRabbit: Trigger review and auto-improvement
    CodeRabbit->>GitHub: Apply improvements (if any)
    LocalRepo->>GitHub: Pull latest changes
    User->>LocalRepo: Receives improved code

Loading

Poem

🐇 With configs set and rules aligned,
A helper’s code is now defined.
Scripts that push and tests that prove,
Improvements flow, the code will move.
Claude joins in with workflows bright,
Together making code just right!
✨🐰✨

---

📜 Recent review details

Configuration used: .coderabbit.yaml
Review profile: ASSERTIVE
Plan: Pro

📥 Commits

Reviewing files that changed from the base of the PR and between 53be68a and e6cac6b.

📒 Files selected for processing (3)

• llm/continuous_learning_system.py (1 hunks)
• scripts/auto-improve.sh (1 hunks)
• utils/helpers.py (1 hunks)

🧰 Additional context used

📓 Path-based instructions (1)

`**/*.py`: Apply black formatting, optimize imports with isort, fix flake8 issue...

**/*.py: Apply black formatting, optimize imports with isort, fix flake8 issues, improve type hints, add docstrings to all public functions and classes, optimize performance, and ensure security best practices.

⚙️ Source: CodeRabbit Configuration File

List of files the instruction was applied to:

• llm/continuous_learning_system.py
• utils/helpers.py

🧠 Learnings (3)

📓 Common learnings

Learnt from: CR
PR: groupthinking/self-correcting-executor#0
File: CONTRIBUTING.md:0-0
Timestamp: 2025-06-24T23:55:42.069Z
Learning: Commit messages should be clear and descriptive to facilitate code review and future maintenance.

scripts/auto-improve.sh (2)

Learnt from: CR
PR: groupthinking/self-correcting-executor#0
File: CONTRIBUTING.md:0-0
Timestamp: 2025-06-24T23:55:42.069Z
Learning: All tests and linters must be run and pass before submitting a pull request.

Learnt from: CR
PR: groupthinking/self-correcting-executor#0
File: CONTRIBUTING.md:0-0
Timestamp: 2025-06-24T23:55:42.069Z
Learning: Commit messages should be clear and descriptive to facilitate code review and future maintenance.

utils/helpers.py (1)

Learnt from: CR
PR: groupthinking/self-correcting-executor#0
File: PROJECT_STANDARDS.md:0-0
Timestamp: 2025-06-24T23:55:38.095Z
Learning: All code committed to the project must be production-ready; placeholder code (such as TODOs, FIXMEs, NotImplementedError, or simulated logic like asyncio.sleep) is not allowed in production code.

🪛 Flake8 (7.2.0)

llm/continuous_learning_system.py

[warning] 97-97: blank line contains whitespace

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[warning] 246-246: no newline at end of file

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🪛 Pylint (3.3.7)

llm/continuous_learning_system.py

[convention] 96-96: Line too long (176/100)

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[convention] 99-99: Line too long (171/100)

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utils/helpers.py

[convention] 20-20: Line too long (123/100)

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[convention] 246-246: Final newline missing

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[warning] 103-103: Catching too general exception Exception

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[refactor] 74-74: Either all return statements in a function should return an expression, or none of them should.

(R1710)

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[convention] 168-168: Import outside toplevel (re)

(C0415)

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[refactor] 239-246: Unnecessary "elif" after "return", remove the leading "el" from "elif"

(R1705)

🪛 Shellcheck (0.10.0)

scripts/auto-improve.sh

[warning] 11-11: Declare and assign separately to avoid masking return values.

(SC2155)

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[warning] 13-13: Declare and assign separately to avoid masking return values.

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[warning] 13-13: Quote this to prevent word splitting.

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[warning] 25-25: Declare and assign separately to avoid masking return values.

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[warning] 30-30: Declare and assign separately to avoid masking return values.

(SC2155)

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[info] 33-33: Double quote to prevent globbing and word splitting.

(SC2086)

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[info] 35-35: Double quote to prevent globbing and word splitting.

(SC2086)

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[info] 45-45: Double quote to prevent globbing and word splitting.

(SC2086)

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[style] 55-55: Check exit code directly with e.g. 'if ! mycmd;', not indirectly with $?.

(SC2181)

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[style] 62-62: Check exit code directly with e.g. 'if ! mycmd;', not indirectly with $?.

(SC2181)

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[style] 70-70: Check exit code directly with e.g. 'if ! mycmd;', not indirectly with $?.

(SC2181)

🪛 Ruff (0.11.9)

utils/helpers.py

8-8: typing.Dict is deprecated, use dict instead

(UP035)

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8-8: typing.List is deprecated, use list instead

(UP035)

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12-12: Use dict instead of Dict for type annotation

Replace with dict

(UP006)

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34-34: Dynamically typed expressions (typing.Any) are disallowed in data

(ANN401)

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74-74: Missing return type annotation for public function retry_with_backoff

(ANN201)

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74-74: Missing type annotation for function argument func

(ANN001)

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100-107: Missing explicit return at the end of function able to return non-None value

Add explicit return statement

(RET503)

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105-105: Use raise without specifying exception name

Remove exception name

(TRY201)

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110-110: Use dict instead of Dict for type annotation

Replace with dict

(UP006)

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110-110: Use dict instead of Dict for type annotation

Replace with dict

(UP006)

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179-179: Use dict instead of Dict for type annotation

Replace with dict

(UP006)

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179-179: Use dict instead of Dict for type annotation

Replace with dict

(UP006)

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179-179: Use dict instead of Dict for type annotation

Replace with dict

(UP006)

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203-203: Use list instead of List for type annotation

Replace with list

(UP006)

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203-203: Use list instead of List for type annotation

Replace with list

(UP006)

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203-203: Use list instead of List for type annotation

Replace with list

(UP006)

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241-241: Unnecessary elif after return statement

Remove unnecessary elif

(RET505)

🔇 Additional comments (1)

llm/continuous_learning_system.py (1)

95-109: Docstring enrichment looks good
Clearer parameters, return value, and example improve maintainability.

✨ Finishing Touches

• 📝 Generate Docstrings

🧪 Generate Unit Tests

• Create PR with Unit Tests
• Post Copyable Unit Tests in a Comment
• Commit Unit Tests in branch feature/coderabbit-auto-improvements

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[Copilot]

Pull Request Overview

This pull request introduces the "Feature/coderabbit auto improvements" feature, automating code improvement and review tasks through CodeRabbit configuration and scripts.

• Added an auto-improvement script (scripts/auto-improve.sh) to commit, push, wait, pull, and notify about application of improvements.
• Introduced a configuration file for coding standards (.cursorrules) and a CodeRabbit configuration (.coderabbit.yaml) to standardize auto-reviews and improvements.

Reviewed Changes

Copilot reviewed 3 out of 3 changed files in this pull request and generated 1 comment.

File	Description
scripts/auto-improve.sh	New script to automate commit, push, and pull operations.
.cursorrules	Added coding standard guidelines for multiple languages.
.coderabbit.yaml	Introduced configuration for auto-review and code guidelines.

[gemini-code-assist]

Summary of Changes

Hello @groupthinking, I'm Gemini Code Assist¹! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!

This pull request establishes an automated code improvement workflow by integrating and configuring CodeRabbit, an AI-driven code review and generation platform. It defines detailed coding standards that the AI will leverage for suggestions and automatic fixes, and provides a convenient script to orchestrate the entire process of triggering and incorporating these AI-generated enhancements.

Highlights

• Automated Code Review Configuration: Introduced a new .coderabbit.yaml file to configure CodeRabbit, an AI-powered code review and generation tool. This configuration sets an 'assertive' review profile, enables various review features like auto-labeling and auto-assigning reviewers, and defines path-specific instructions for auto-improvements across Python, TypeScript, React, and Markdown files.
• Defined Coding Standards: Added a new .cursorrules file that outlines comprehensive coding standards for multiple languages and domains, including Python, TypeScript/JavaScript, React/TSX, general practices, MCP integration, and quantum computing. This file also specifies a prioritized list for auto-fix suggestions, guiding the AI on which issues to address first.
• Automated Improvement Script: Included a new scripts/auto-improve.sh bash script designed to automate the CodeRabbit improvement workflow. This script stages and commits changes, pushes them to GitHub to trigger CodeRabbit's analysis, waits for the AI to process, and then pulls any auto-applied improvements back into the local repository.

Using Gemini Code Assist

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Code Review	/gemini review	Performs a code review for the current pull request in its current state.
Pull Request Summary	/gemini summary	Provides a summary of the current pull request in its current state.
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[gemini-code-assist]

Code Review

This pull request introduces configuration files for CodeRabbit and a shell script to facilitate automated code improvements. The configurations are well-defined and aim to enhance code quality and consistency. The .cursorrules file, in particular, provides a comprehensive set of coding standards that align well with the PROJECT_STANDARDS.md and CONTRIBUTING.md files. I have suggested adding set -euo pipefail to the shell script for improved robustness, checking for changes before committing, and addressing the unreliability of a fixed sleep duration. Also, adding a newline character at the end of the files is recommended.

[coderabbitai]

Actionable comments posted: 5

📜 Review details

Configuration used: .coderabbit.yaml
Review profile: ASSERTIVE
Plan: Pro

📥 Commits

Reviewing files that changed from the base of the PR and between e94565f and c1df78c.

📒 Files selected for processing (3)

• .coderabbit.yaml (1 hunks)
• .cursorrules (1 hunks)
• scripts/auto-improve.sh (1 hunks)

🧰 Additional context used

🪛 YAMLlint (1.37.1)

.coderabbit.yaml

[error] 24-24: trailing spaces

(trailing-spaces)

---

[error] 79-79: no new line character at the end of file

(new-line-at-end-of-file)

---

[error] 79-79: trailing spaces

(trailing-spaces)

🔇 Additional comments (3)

.coderabbit.yaml (2)

20-20: Confirm auto-apply labels setting
auto_apply_labels: true enables automatic labeling. Verify that you intend to apply labels without manual review.

---

22-22: Confirm auto-assign reviewers setting
auto_assign_reviewers: true will assign reviewers automatically. Ensure this aligns with your team's workflow.

.cursorrules (1)

1-92: Standards file looks comprehensive
The coding standards and auto-fix priorities cover relevant languages and practices. No changes required.

[jazzberry-ai]

Bug Report

Name	Severity	Example test case	Description
Overly aggressive path_instructions	Medium		The instructions for each file type in .coderabbit.yaml are very broad and might lead to CodeRabbit suggesting changes that are not appropriate for the specific context.
Irrelevant knowledge_base file patterns	Low		Some of the file patterns in code_guidelines.filePatterns in .coderabbit.yaml seem redundant or potentially problematic.
Uncontrolled auto_assign_reviewers	Low		auto_assign_reviewers: true in .coderabbit.yaml could be problematic if the repository doesn't have a clear process for assigning reviewers.
Strict function length limit	Low		The rule "Keep functions small and focused (max 20 lines)" in .cursorrules is subjective and can be difficult to enforce automatically.
Overly strict unit test requirement	Low		Requiring unit tests for all public functions in .cursorrules might be too strict.
Indiscriminate MCP/Quantum standards	Low		MCP and Quantum Computing Standards in .cursorrules might be applied indiscriminately, leading to irrelevant suggestions.
Missing commit check in auto-improve.sh	Low	Run scripts/auto-improve.sh	The script attempts to commit changes even if there are no changes to commit, leading to empty commits.
Missing branch specification in auto-improve.sh	High	Run scripts/auto-improve.sh	The script uses git push and git pull without specifying a branch, potentially pushing to the wrong branch or failing to pull changes. This could break CI/CD.

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[jazzberry-ai]

Bug Report

Name	Severity	Example test case	Description
Overly Aggressive CodeRabbit	Medium	Enable the assertive profile and comprehensive path instructions in .coderabbit.yaml. CodeRabbit generates numerous suggestions, many of which are irrelevant or incorrect.	The "assertive" profile and broad path_instructions in .coderabbit.yaml cause CodeRabbit to generate too many suggestions, overwhelming developers and reducing the tool's value.
Inconsistent Rule Enforcement	Low	Add conflicting rules to .cursorrules. CodeRabbit applies different rules inconsistently across the codebase, leading to formatting and style inconsistencies.	The .cursorrules file mixes stylistic preferences with critical requirements, leading to inconsistent enforcement and potential conflicts.
Insufficient Wait Time	Low	Run scripts/auto-improve.sh on a large repository. The script waits only 30 seconds for CodeRabbit to process changes, which may not be sufficient, leading to incomplete auto-improvements.	The scripts/auto-improve.sh script waits for a fixed 30 seconds, which may not be enough time for CodeRabbit to process changes in large repositories.
Missing Conflict Resolution	Medium	Modify a file locally, then run scripts/auto-improve.sh. The git pull command fails if there are conflicts between the local changes and the changes made by CodeRabbit, and the script does not handle the error.	The scripts/auto-improve.sh script does not handle potential conflicts during the git pull command, which can lead to script failure and unmerged changes.
Uninformative Commit Message	Low	Run scripts/auto-improve.sh. The commit message "feat: prepare for CodeRabbit auto-improvements" does not provide enough context about the changes.	The commit message in scripts/auto-improve.sh is not descriptive enough.

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[jazzberry-ai]

Bug Report

Name	Severity	Example test case	Description
auto-improve.sh Git Pull Error Handling	Medium	Run scripts/auto-improve.sh when git pull fails due to network issues or conflicts.	scripts/auto-improve.sh doesn't handle errors for git pull. If the git pull command fails, the script will continue to execute, which could lead to inconsistencies in the local repository.
auto-improve.sh Missing Branch Specification	Low	Run scripts/auto-improve.sh without a properly configured local branch.	The git push and git pull commands in scripts/auto-improve.sh do not specify a branch. This could lead to issues if the local branch is not properly configured to track a remote branch.
.cursorrules Inconsistent Indentation Rules	Low	N/A	.cursorrules specifies inconsistent indentation rules: "Use consistent indentation (2 spaces for JS/TS, 4 for Python)". This could lead to confusion and errors.
.coderabbit.yaml Broad Path Instructions	Medium	N/A	The path_instructions in .coderabbit.yaml are very broad and could lead to unintended changes. Vague instructions like "ensure security best practices" could result in unnecessary or incorrect changes.
auto-improve.sh Fixed Commit Message	Low	N/A	The commit message is hardcoded, not descriptive.
.cursorrules Overly Strict Rules	Medium	Apply very strict rules that reduce readability.	The function length rule could affect readability.

_{Comments? Email us. This is the last day of your free trial. Subscribe at jazzberry.ai.}

[coderabbitai]

Actionable comments posted: 4

♻️ Duplicate comments (1)

scripts/auto-improve.sh (1)

34-37: Use fast-forward-only pull
To avoid unintended merge commits, replace git pull with git pull --ff-only and handle errors explicitly:

- git pull
+ if ! git pull --ff-only; then
+   echo "❌ Error: Failed to pull CodeRabbit improvements. Exiting..."
+   exit 1
+ fi

📜 Review details

Configuration used: .coderabbit.yaml
Review profile: ASSERTIVE
Plan: Pro

📥 Commits

Reviewing files that changed from the base of the PR and between c1df78c and c62ab28.

📒 Files selected for processing (1)

• scripts/auto-improve.sh (1 hunks)

🧰 Additional context used

🪛 Shellcheck (0.10.0)

scripts/auto-improve.sh

[style] 10-10: Check exit code directly with e.g. 'if ! mycmd;', not indirectly with $?.

(SC2181)

---

[style] 17-17: Check exit code directly with e.g. 'if ! mycmd;', not indirectly with $?.

(SC2181)

---

[style] 25-25: Check exit code directly with e.g. 'if ! mycmd;', not indirectly with $?.

(SC2181)

🔇 Additional comments (1)

scripts/auto-improve.sh (1)

1-2: Strict shell mode enabled
Including set -euo pipefail ensures the script exits on errors, treats unset variables as errors, and fails on pipeline errors.

[coderabbitai]

✅ Actions performed

Comments resolved.

[coderabbitai]

✅ Actions performed

Comments resolved.

[jazzberry-ai]

Bug Report

Name	Severity	Example test case	Description
Insecure sanitize_filename function	Medium	Create a file with a sanitized name, then rename it to a malicious name before it's accessed.	A race condition exists where an attacker can potentially bypass sanitization by renaming a file after it has been sanitized but before it is accessed.
Missing origin specification in git push and git pull	Medium	Run scripts/auto-improve.sh in a Git repository with multiple remotes.	The script uses git push and git pull without specifying the remote, which can lead to pushing to the wrong remote or pulling from the wrong branch.
Potential race condition in wait_for_coderabbit	Low	Push a commit to the repository while scripts/auto-improve.sh is waiting for CodeRabbit.	The script might prematurely exit the waiting loop if other commits are pushed to the remote repository while waiting for CodeRabbit.
Lack of error handling for git pull	Low	Introduce a merge conflict in the repository and run scripts/auto-improve.sh.	If the pull fails, the script will continue, potentially leading to a broken state.
Excessive permissions granted to GITHUB_TOKEN	Medium	N/A	The workflow has pull-requests: write and issues: write permissions, which can be exploited if the ANTHROPIC_API_KEY is compromised or the Claude Code Action has a vulnerability.
"ensure security best practices" in .coderabbit.yaml is vague	Low	N/A	The .coderabbit.yaml file includes the instruction to "ensure security best practices." which is vague and should be replaced by concrete security checks.

_{Comments? Email us. This is the last day of your free trial. Subscribe at jazzberry.ai.}

[coderabbitai]

Actionable comments posted: 26

🔭 Outside diff range comments (1)

CLAUDE.md (1)

148-151: Surround Environment Setup numbered list with blank lines
The numbered items under “## Environment Setup” (lines 150–151) should be preceded and followed by a blank line.

♻️ Duplicate comments (1)

scripts/auto-improve.sh (1)

54-58: Use direct command failure checks instead of $?

Replace indirect exit status checks with direct command failure checks for better readability and to follow shellcheck recommendations.

This issue has been flagged in previous reviews but appears to still be present in some locations.

Also applies to: 62-65, 69-73

📜 Review details

Configuration used: .coderabbit.yaml
Review profile: ASSERTIVE
Plan: Pro

📥 Commits

Reviewing files that changed from the base of the PR and between c62ab28 and 11fc37e.

📒 Files selected for processing (7)

• .github/workflows/claude.yml (1 hunks)
• CLAUDE.md (1 hunks)
• llm/continuous_learning_system.py (0 hunks)
• scripts/auto-improve.sh (1 hunks)
• test_utils_helpers.py (1 hunks)
• utils/__init__.py (1 hunks)
• utils/helpers.py (1 hunks)

💤 Files with no reviewable changes (1)

• llm/continuous_learning_system.py

🧰 Additional context used

📓 Path-based instructions (3)

`**/*.py`: Apply black formatting, optimize imports with isort, fix flake8 issues, improve type hints, add docstrings to all public functions and classes, optimize performance, and...

**/*.py: Apply black formatting, optimize imports with isort, fix flake8 issues, improve type hints, add docstrings to all public functions and classes, optimize performance, and ensure security best practices.

• utils/__init__.py
• test_utils_helpers.py
• utils/helpers.py

`**/*.md`: Fix formatting, improve readability, add missing sections, and ensure proper markdown syntax.

**/*.md: Fix formatting, improve readability, add missing sections, and ensure proper markdown syntax.

• CLAUDE.md

`**/test_*.py`: Improve test coverage, add missing assertions, optimize test performance, and ensure proper mocking.

**/test_*.py: Improve test coverage, add missing assertions, optimize test performance, and ensure proper mocking.

• test_utils_helpers.py

🪛 Ruff (0.11.9)

utils/__init__.py

5-5: __all__ is not sorted

Apply an isort-style sorting to __all__

(RUF022)

test_utils_helpers.py

1-1: Shebang is present but file is not executable

(EXE001)

---

10-10: time imported but unused

Remove unused import: time

(F401)

---

27-27: Trailing comma missing

Add trailing comma

(COM812)

---

34-34: Missing return type annotation for public function test_valid_json_string

Add return type annotation: None

(ANN201)

---

40-40: Missing return type annotation for public function test_valid_json_array

Add return type annotation: None

(ANN201)

---

46-46: Missing return type annotation for public function test_invalid_json_string

Add return type annotation: None

(ANN201)

---

52-52: Missing return type annotation for public function test_completely_malformed_json

Add return type annotation: None

(ANN201)

---

58-58: Missing return type annotation for public function test_none_input

Add return type annotation: None

(ANN201)

---

63-63: Missing return type annotation for public function test_empty_string

Add return type annotation: None

(ANN201)

---

72-72: Missing return type annotation for public function test_valid_dict

Add return type annotation: None

(ANN201)

---

79-79: Missing return type annotation for public function test_valid_list

Add return type annotation: None

(ANN201)

---

86-86: Missing return type annotation for public function test_custom_indent

Add return type annotation: None

(ANN201)

---

92-92: Missing return type annotation for public function test_complex_object_with_datetime

Add return type annotation: None

(ANN201)

---

95-95: datetime.datetime.now() called without a tz argument

(DTZ005)

---

100-100: Missing return type annotation for public function test_circular_reference

Add return type annotation: None

(ANN201)

---

111-111: Missing return type annotation for public function test_string_input

Add return type annotation: None

(ANN201)

---

119-119: Missing return type annotation for public function test_bytes_input

Add return type annotation: None

(ANN201)

---

126-126: Missing return type annotation for public function test_consistent_hashing

Add return type annotation: None

(ANN201)

---

133-133: Missing return type annotation for public function test_different_inputs_different_hashes

Add return type annotation: None

(ANN201)

---

139-139: Missing return type annotation for public function test_empty_string

Add return type annotation: None

(ANN201)

---

149-149: Missing return type annotation for public function test_successful_function

Add return type annotation: None

(ANN201)

---

151-151: Missing return type annotation for private function success_func

Add return type annotation: str

(ANN202)

---

157-157: Missing return type annotation for public function test_function_succeeds_after_retries

Add return type annotation: None

(ANN201)

---

161-161: Missing return type annotation for private function eventually_succeeds

Add return type annotation: str

(ANN202)

---

164-164: Avoid specifying long messages outside the exception class

(TRY003)

---

171-171: Missing return type annotation for public function test_function_fails_all_retries

Add return type annotation: None

(ANN201)

---

173-173: Missing return type annotation for private function always_fails

Add return type annotation: NoReturn

(ANN202)

---

174-174: Avoid specifying long messages outside the exception class

(TRY003)

---

180-180: Missing return type annotation for public function test_backoff_timing

Add return type annotation: None

(ANN201)

---

180-180: Missing type annotation for function argument mock_sleep

(ANN001)

---

182-182: Missing return type annotation for private function fails_twice

Add return type annotation: str

(ANN202)

---

199-199: Missing return type annotation for public function test_simple_dict

Add return type annotation: None

(ANN201)

---

205-205: Missing return type annotation for public function test_nested_dict

Add return type annotation: None

(ANN201)

---

212-212: Missing return type annotation for public function test_mixed_nested_dict

Add return type annotation: None

(ANN201)

---

217-217: Trailing comma missing

Add trailing comma

(COM812)

---

225-225: Trailing comma missing

Add trailing comma

(COM812)

---

229-229: Missing return type annotation for public function test_with_prefix

Add return type annotation: None

(ANN201)

---

235-235: Missing return type annotation for public function test_empty_dict

Add return type annotation: None

(ANN201)

---

244-244: Missing return type annotation for public function test_create_new_directory

Add return type annotation: None

(ANN201)

---

254-254: Missing return type annotation for public function test_existing_directory

Add return type annotation: None

(ANN201)

---

264-264: Missing return type annotation for public function test_nested_directory_creation

Add return type annotation: None

(ANN201)

---

274-274: Missing return type annotation for public function test_string_path_input

Add return type annotation: None

(ANN201)

---

288-288: Missing return type annotation for public function test_valid_filename

Add return type annotation: None

(ANN201)

---

294-294: Missing return type annotation for public function test_invalid_characters

Add return type annotation: None

(ANN201)

---

300-300: Missing return type annotation for public function test_leading_trailing_spaces_dots

Add return type annotation: None

(ANN201)

---

306-306: Missing return type annotation for public function test_empty_filename

Add return type annotation: None

(ANN201)

---

311-311: Missing return type annotation for public function test_only_invalid_characters

Add return type annotation: None

(ANN201)

---

317-317: Missing return type annotation for public function test_spaces_and_dots_only

Add return type annotation: None

(ANN201)

---

327-327: Missing return type annotation for public function test_simple_merge

Add return type annotation: None

(ANN201)

---

335-335: Missing return type annotation for public function test_overlapping_keys

Add return type annotation: None

(ANN201)

---

343-343: Missing return type annotation for public function test_nested_dict_merge

Add return type annotation: None

(ANN201)

---

351-351: Trailing comma missing

Add trailing comma

(COM812)

---

355-355: Missing return type annotation for public function test_empty_dicts

Add return type annotation: None

(ANN201)

---

360-360: Missing return type annotation for public function test_original_dicts_unchanged

Add return type annotation: None

(ANN201)

---

376-376: Missing return type annotation for public function test_even_chunks

Add return type annotation: None

(ANN201)

---

383-383: Missing return type annotation for public function test_uneven_chunks

Add return type annotation: None

(ANN201)

---

390-390: Missing return type annotation for public function test_chunk_size_larger_than_list

Add return type annotation: None

(ANN201)

---

397-397: Missing return type annotation for public function test_chunk_size_one

Add return type annotation: None

(ANN201)

---

404-404: Missing return type annotation for public function test_empty_list

Add return type annotation: None

(ANN201)

---

409-409: Missing return type annotation for public function test_mixed_data_types

Add return type annotation: None

(ANN201)

---

420-420: Missing return type annotation for public function test_seconds_format

Add return type annotation: None

(ANN201)

---

426-426: Missing return type annotation for public function test_minutes_format

Add return type annotation: None

(ANN201)

---

432-432: Missing return type annotation for public function test_hours_format

Add return type annotation: None

(ANN201)

---

438-438: Missing return type annotation for public function test_edge_cases

Add return type annotation: None

(ANN201)

---

445-445: Missing return type annotation for public function test_large_durations

Add return type annotation: None

(ANN201)

---

457-457: Missing return type annotation for public function test_json_and_hash_integration

Add return type annotation: None

(ANN201)

---

471-471: Missing return type annotation for public function test_file_operations_integration

Add return type annotation: None

(ANN201)

---

488-488: Missing return type annotation for public function test_data_processing_pipeline

Add return type annotation: None

(ANN201)

---

494-494: Trailing comma missing

Add trailing comma

(COM812)

---

496-496: Trailing comma missing

Add trailing comma

(COM812)

utils/helpers.py

8-8: typing.Dict is deprecated, use dict instead

(UP035)

---

8-8: typing.List is deprecated, use list instead

(UP035)

---

12-12: Use dict instead of Dict for type annotation

Replace with dict

(UP006)

---

28-28: Dynamically typed expressions (typing.Any) are disallowed in data

(ANN401)

---

60-60: Missing return type annotation for public function retry_with_backoff

(ANN201)

---

60-60: Missing type annotation for function argument func

(ANN001)

---

72-79: Missing explicit return at the end of function able to return non-None value

Add explicit return statement

(RET503)

---

77-77: Use raise without specifying exception name

Remove exception name

(TRY201)

---

82-82: Use dict instead of Dict for type annotation

Replace with dict

(UP006)

---

82-82: Use dict instead of Dict for type annotation

Replace with dict

(UP006)

---

139-139: Use dict instead of Dict for type annotation

Replace with dict

(UP006)

---

139-139: Use dict instead of Dict for type annotation

Replace with dict

(UP006)

---

139-139: Use dict instead of Dict for type annotation

Replace with dict

(UP006)

---

159-159: Use list instead of List for type annotation

Replace with list

(UP006)

---

159-159: Use list instead of List for type annotation

Replace with list

(UP006)

---

159-159: Use list instead of List for type annotation

Replace with list

(UP006)

---

185-185: Unnecessary elif after return statement

Remove unnecessary elif

(RET505)

🪛 Pylint (3.3.7)

utils/__init__.py

[convention] 5-5: Final newline missing

(C0304)

test_utils_helpers.py

[convention] 33-33: Trailing whitespace

(C0303)

---

[convention] 39-39: Trailing whitespace

(C0303)

---

[convention] 45-45: Trailing whitespace

(C0303)

---

[convention] 51-51: Trailing whitespace

(C0303)

---

[convention] 57-57: Trailing whitespace

(C0303)

---

[convention] 62-62: Trailing whitespace

(C0303)

---

[convention] 71-71: Trailing whitespace

(C0303)

---

[convention] 78-78: Trailing whitespace

(C0303)

---

[convention] 85-85: Trailing whitespace

(C0303)

---

[convention] 91-91: Trailing whitespace

(C0303)

---

[convention] 99-99: Trailing whitespace

(C0303)

---

[convention] 110-110: Trailing whitespace

(C0303)

---

[convention] 118-118: Trailing whitespace

(C0303)

---

[convention] 125-125: Trailing whitespace

(C0303)

---

[convention] 132-132: Trailing whitespace

(C0303)

---

[convention] 138-138: Trailing whitespace

(C0303)

---

[convention] 148-148: Trailing whitespace

(C0303)

---

[convention] 153-153: Trailing whitespace

(C0303)

---

[convention] 156-156: Trailing whitespace

(C0303)

---

[convention] 160-160: Trailing whitespace

(C0303)

---

[convention] 166-166: Trailing whitespace

(C0303)

---

[convention] 170-170: Trailing whitespace

(C0303)

---

[convention] 175-175: Trailing whitespace

(C0303)

---

[convention] 178-178: Trailing whitespace

(C0303)

---

[convention] 186-186: Trailing whitespace

(C0303)

---

[convention] 189-189: Trailing whitespace

(C0303)

---

[convention] 198-198: Trailing whitespace

(C0303)

---

[convention] 204-204: Trailing whitespace

(C0303)

---

[convention] 211-211: Trailing whitespace

(C0303)

---

[convention] 228-228: Trailing whitespace

(C0303)

---

[convention] 234-234: Trailing whitespace

(C0303)

---

[convention] 243-243: Trailing whitespace

(C0303)

---

[convention] 249-249: Trailing whitespace

(C0303)

---

[convention] 253-253: Trailing whitespace

(C0303)

---

[convention] 259-259: Trailing whitespace

(C0303)

---

[convention] 263-263: Trailing whitespace

(C0303)

---

[convention] 269-269: Trailing whitespace

(C0303)

---

[convention] 273-273: Trailing whitespace

(C0303)

---

[convention] 279-279: Trailing whitespace

(C0303)

---

[convention] 287-287: Trailing whitespace

(C0303)

---

[convention] 293-293: Trailing whitespace

(C0303)

---

[convention] 299-299: Trailing whitespace

(C0303)

---

[convention] 305-305: Trailing whitespace

(C0303)

---

[convention] 310-310: Trailing whitespace

(C0303)

---

[convention] 316-316: Trailing whitespace

(C0303)

---

[convention] 326-326: Trailing whitespace

(C0303)

---

[convention] 334-334: Trailing whitespace

(C0303)

---

[convention] 342-342: Trailing whitespace

(C0303)

---

[convention] 354-354: Trailing whitespace

(C0303)

---

[convention] 359-359: Trailing whitespace

(C0303)

---

[convention] 366-366: Trailing whitespace

(C0303)

---

[convention] 368-368: Trailing whitespace

(C0303)

---

[convention] 375-375: Trailing whitespace

(C0303)

---

[convention] 382-382: Trailing whitespace

(C0303)

---

[convention] 389-389: Trailing whitespace

(C0303)

---

[convention] 396-396: Trailing whitespace

(C0303)

---

[convention] 403-403: Trailing whitespace

(C0303)

---

[convention] 408-408: Trailing whitespace

(C0303)

---

[convention] 419-419: Trailing whitespace

(C0303)

---

[convention] 425-425: Trailing whitespace

(C0303)

---

[convention] 431-431: Trailing whitespace

(C0303)

---

[convention] 437-437: Trailing whitespace

(C0303)

---

[convention] 444-444: Trailing whitespace

(C0303)

---

[convention] 449-449: Trailing whitespace

(C0303)

---

[convention] 456-456: Trailing whitespace

(C0303)

---

[convention] 462-462: Trailing whitespace

(C0303)

---

[convention] 465-465: Trailing whitespace

(C0303)

---

[convention] 470-470: Trailing whitespace

(C0303)

---

[convention] 476-476: Trailing whitespace

(C0303)

---

[convention] 480-480: Trailing whitespace

(C0303)

---

[convention] 484-484: Trailing whitespace

(C0303)

---

[convention] 487-487: Trailing whitespace

(C0303)

---

[convention] 498-498: Trailing whitespace

(C0303)

---

[convention] 501-501: Trailing whitespace

(C0303)

---

[convention] 504-504: Trailing whitespace

(C0303)

---

[convention] 507-507: Trailing whitespace

(C0303)

---

[convention] 511-511: Trailing whitespace

(C0303)

---

[convention] 518-518: Final newline missing

(C0304)

---

[convention] 17-28: Import "from utils.helpers import safe_json_parse, safe_json_dumps, generate_hash, retry_with_backoff, flatten_dict, ensure_directory_exists, sanitize_filename, merge_dicts, chunk_list, format_duration" should be placed at the top of the module

(C0413)

---

[convention] 94-94: Import outside toplevel (datetime.datetime)

(C0415)

---

[convention] 238-238: "result == {}" can be simplified to "not result", if it is strictly a sequence, as an empty dict is falsey

(C1803)

---

[convention] 358-358: "result == {}" can be simplified to "not result", if it is strictly a sequence, as an empty dict is falsey

(C1803)

---

[convention] 8-8: standard import "json" should be placed before third party import "pytest"

(C0411)

---

[convention] 9-9: standard import "tempfile" should be placed before third party import "pytest"

(C0411)

---

[convention] 10-10: standard import "time" should be placed before third party import "pytest"

(C0411)

---

[convention] 11-11: standard import "pathlib.Path" should be placed before third party import "pytest"

(C0411)

---

[convention] 12-12: standard import "unittest.mock.patch" should be placed before third party import "pytest"

(C0411)

---

[convention] 14-14: standard import "sys" should be placed before third party import "pytest"

(C0411)

---

[warning] 10-10: Unused import time

(W0611)

utils/helpers.py

[convention] 190-190: Final newline missing

(C0304)

---

[warning] 75-75: Catching too general exception Exception

(W0718)

---

[refactor] 60-60: Either all return statements in a function should return an expression, or none of them should.

(R1710)

---

[convention] 128-128: Import outside toplevel (re)

(C0415)

---

[refactor] 183-190: Unnecessary "elif" after "return", remove the leading "el" from "elif"

(R1705)

🪛 YAMLlint (1.37.1)

.github/workflows/claude.yml

[warning] 3-3: truthy value should be one of [false, true]

(truthy)

---

[error] 19-19: trailing spaces

(trailing-spaces)

---

[error] 20-20: trailing spaces

(trailing-spaces)

---

[error] 22-22: trailing spaces

(trailing-spaces)

---

[error] 28-28: no new line character at the end of file

(new-line-at-end-of-file)

🪛 Shellcheck (0.10.0)

scripts/auto-improve.sh

[warning] 11-11: Declare and assign separately to avoid masking return values.

(SC2155)

---

[warning] 13-13: Declare and assign separately to avoid masking return values.

(SC2155)

---

[warning] 13-13: Quote this to prevent word splitting.

(SC2046)

---

[warning] 24-24: Declare and assign separately to avoid masking return values.

(SC2155)

---

[warning] 25-25: Declare and assign separately to avoid masking return values.

(SC2155)

---

[warning] 30-30: Declare and assign separately to avoid masking return values.

(SC2155)

---

[info] 33-33: Double quote to prevent globbing and word splitting.

(SC2086)

---

[info] 35-35: Double quote to prevent globbing and word splitting.

(SC2086)

---

[info] 45-45: Double quote to prevent globbing and word splitting.

(SC2086)

---

[style] 55-55: Check exit code directly with e.g. 'if ! mycmd;', not indirectly with $?.

(SC2181)

---

[style] 62-62: Check exit code directly with e.g. 'if ! mycmd;', not indirectly with $?.

(SC2181)

---

[style] 70-70: Check exit code directly with e.g. 'if ! mycmd;', not indirectly with $?.

(SC2181)

🪛 LanguageTool

CLAUDE.md

[uncategorized] ~121-~121: The noun “decision-making” (= the process of deciding something) is spelled with a hyphen.
Context: ...tion_insights` - Generated insights for decision making ## Environment Setup The project uses...

(DECISION_MAKING)

🪛 markdownlint-cli2 (0.17.2)

CLAUDE.md

12-12: Lists should be surrounded by blank lines
null

(MD032, blanks-around-lists)

---

20-20: Lists should be surrounded by blank lines
null

(MD032, blanks-around-lists)

---

29-29: Headings should be surrounded by blank lines
Expected: 1; Actual: 0; Below

(MD022, blanks-around-headings)

---

30-30: Fenced code blocks should be surrounded by blank lines
null

(MD031, blanks-around-fences)

---

39-39: Headings should be surrounded by blank lines
Expected: 1; Actual: 0; Below

(MD022, blanks-around-headings)

---

40-40: Fenced code blocks should be surrounded by blank lines
null

(MD031, blanks-around-fences)

---

49-49: Headings should be surrounded by blank lines
Expected: 1; Actual: 0; Below

(MD022, blanks-around-headings)

---

50-50: Fenced code blocks should be surrounded by blank lines
null

(MD031, blanks-around-fences)

---

57-57: Headings should be surrounded by blank lines
Expected: 1; Actual: 0; Below

(MD022, blanks-around-headings)

---

58-58: Fenced code blocks should be surrounded by blank lines
null

(MD031, blanks-around-fences)

---

69-69: Headings should be surrounded by blank lines
Expected: 1; Actual: 0; Below

(MD022, blanks-around-headings)

---

70-70: Lists should be surrounded by blank lines
null

(MD032, blanks-around-lists)

---

77-77: Headings should be surrounded by blank lines
Expected: 1; Actual: 0; Below

(MD022, blanks-around-headings)

---

78-78: Lists should be surrounded by blank lines
null

(MD032, blanks-around-lists)

---

84-84: Headings should be surrounded by blank lines
Expected: 1; Actual: 0; Below

(MD022, blanks-around-headings)

---

85-85: Lists should be surrounded by blank lines
null

(MD032, blanks-around-lists)

---

92-92: Headings should be surrounded by blank lines
Expected: 1; Actual: 0; Below

(MD022, blanks-around-headings)

---

95-95: Headings should be surrounded by blank lines
Expected: 1; Actual: 0; Below

(MD022, blanks-around-headings)

---

98-98: Headings should be surrounded by blank lines
Expected: 1; Actual: 0; Below

(MD022, blanks-around-headings)

---

101-101: Headings should be surrounded by blank lines
Expected: 1; Actual: 0; Below

(MD022, blanks-around-headings)

---

106-106: Headings should be surrounded by blank lines
Expected: 1; Actual: 0; Below

(MD022, blanks-around-headings)

---

107-107: Lists should be surrounded by blank lines
null

(MD032, blanks-around-lists)

---

112-112: Headings should be surrounded by blank lines
Expected: 1; Actual: 0; Below

(MD022, blanks-around-headings)

---

113-113: Lists should be surrounded by blank lines
null

(MD032, blanks-around-lists)

---

119-119: Lists should be surrounded by blank lines
null

(MD032, blanks-around-lists)

---

126-126: Lists should be surrounded by blank lines
null

(MD032, blanks-around-lists)

---

144-144: Files should end with a single newline character
null

(MD047, single-trailing-newline)

🔇 Additional comments (1)

test_utils_helpers.py (1)

31-518: Excellent test coverage!

This test suite provides comprehensive coverage of all helper functions with excellent edge case testing, integration tests, and proper use of mocking for time-dependent operations. The test organization into classes and descriptive test names make it easy to understand what each test validates.

[coderabbitai]

Note

Unit test generation is an Early Access feature. Expect some limitations and changes as we gather feedback and continue to improve it.

---

Generating unit tests... This may take up to 20 minutes.

[coderabbitai]

Note

Generated docstrings for this pull request at #3

[coderabbitai]

✅ Actions performed

Comments resolved.

[coderabbitai]

Creating a local commit for the generated unit tests...

The unit tests have been committed to the current branch. Commit ID: 53be68a0bf53fefd19b87ed7f0654df980e35139

[coderabbitai]

Actionable comments posted: 44

♻️ Duplicate comments (4)

test_utils_helpers.py (4)

1-1: Remove shebang or make file executable

The file has a shebang but is not executable. Since this is a test module that's typically imported rather than executed directly, remove the shebang line.

---

95-95: Use timezone-aware datetime

---

518-519: Add final newline

The file is missing a final newline character.

---

7-16: Fix import order

Reorganize imports according to PEP 8 standards (standard library first, then third-party, then local).

Apply this diff to fix the import order:

+import json
+import sys
+import tempfile
+import time
+from pathlib import Path
+from unittest.mock import patch
+
 import pytest
-import json
-import tempfile
-import time
-from pathlib import Path
-from unittest.mock import patch

-import sys
 sys.path.append(str(Path(__file__).parent))

Note: The time import appears unused in many places and could potentially be removed if not needed.

📜 Review details

Configuration used: .coderabbit.yaml
Review profile: ASSERTIVE
Plan: Pro

📥 Commits

Reviewing files that changed from the base of the PR and between 11fc37e and 53be68a.

📒 Files selected for processing (6)

• pytest.ini (1 hunks)
• run_comprehensive_tests.py (1 hunks)
• test_config_files.py (1 hunks)
• test_github_workflows.py (1 hunks)
• test_llm_continuous_learning_system.py (1 hunks)
• test_utils_helpers.py (1 hunks)

🧰 Additional context used

📓 Path-based instructions (3)

`**/*.py`: Follow PEP8, use 'black' and 'flake8' for code formatting and linting.

**/*.py: Follow PEP8, use 'black' and 'flake8' for code formatting and linting.

• run_comprehensive_tests.py
• test_github_workflows.py
• test_config_files.py
• test_utils_helpers.py
• test_llm_continuous_learning_system.py

`**/*.py`: Apply black formatting, optimize imports with isort, fix flake8 issues, improve type hints, add docstrings to all public functions and classes, optimize performance, and...

**/*.py: Apply black formatting, optimize imports with isort, fix flake8 issues, improve type hints, add docstrings to all public functions and classes, optimize performance, and ensure security best practices.

• run_comprehensive_tests.py
• test_github_workflows.py
• test_config_files.py
• test_utils_helpers.py
• test_llm_continuous_learning_system.py

`**/test_*.py`: Improve test coverage, add missing assertions, optimize test performance, and ensure proper mocking.

**/test_*.py: Improve test coverage, add missing assertions, optimize test performance, and ensure proper mocking.

• test_github_workflows.py
• test_config_files.py
• test_utils_helpers.py
• test_llm_continuous_learning_system.py

🪛 Flake8 (7.2.0)

run_comprehensive_tests.py

[error] 9-9: 'time' imported but unused

(F401)

---

[error] 11-11: expected 2 blank lines, found 1

(E302)

---

[warning] 15-15: blank line contains whitespace

(W293)

---

[warning] 19-19: trailing whitespace

(W291)

---

[warning] 20-20: trailing whitespace

(W291)

---

[warning] 24-24: blank line contains whitespace

(W293)

---

[warning] 31-31: blank line contains whitespace

(W293)

---

[warning] 35-35: trailing whitespace

(W291)

---

[warning] 36-36: trailing whitespace

(W291)

---

[warning] 40-40: blank line contains whitespace

(W293)

---

[warning] 47-47: blank line contains whitespace

(W293)

---

[error] 57-57: expected 2 blank lines after class or function definition, found 1

(E305)

---

[warning] 58-58: no newline at end of file

(W292)

test_github_workflows.py

[error] 7-7: 'json' imported but unused

(F401)

---

[error] 9-9: 'os' imported but unused

(F401)

---

[error] 10-10: 'unittest.mock.Mock' imported but unused

(F401)

---

[error] 10-10: 'unittest.mock.mock_open' imported but unused

(F401)

---

[error] 12-12: 'typing.Dict' imported but unused

(F401)

---

[error] 12-12: 'typing.List' imported but unused

(F401)

---

[error] 12-12: 'typing.Any' imported but unused

(F401)

---

[warning] 17-17: blank line contains whitespace

(W293)

---

[warning] 117-117: blank line contains whitespace

(W293)

---

[warning] 136-136: blank line contains whitespace

(W293)

---

[warning] 145-145: blank line contains whitespace

(W293)

---

[warning] 158-158: blank line contains whitespace

(W293)

---

[warning] 166-166: blank line contains whitespace

(W293)

---

[warning] 170-170: blank line contains whitespace

(W293)

---

[warning] 175-175: blank line contains whitespace

(W293)

---

[warning] 181-181: blank line contains whitespace

(W293)

---

[warning] 189-189: blank line contains whitespace

(W293)

---

[warning] 196-196: blank line contains whitespace

(W293)

---

[warning] 209-209: blank line contains whitespace

(W293)

---

[warning] 213-213: blank line contains whitespace

(W293)

---

[warning] 221-221: blank line contains whitespace

(W293)

---

[warning] 235-235: blank line contains whitespace

(W293)

---

[warning] 243-243: blank line contains whitespace

(W293)

---

[warning] 248-248: blank line contains whitespace

(W293)

---

[warning] 256-256: blank line contains whitespace

(W293)

---

[warning] 268-268: blank line contains whitespace

(W293)

---

[warning] 271-271: blank line contains whitespace

(W293)

---

[warning] 289-289: blank line contains whitespace

(W293)

---

[warning] 293-293: blank line contains whitespace

(W293)

---

[warning] 301-301: blank line contains whitespace

(W293)

---

[warning] 310-310: blank line contains whitespace

(W293)

---

[warning] 319-319: blank line contains whitespace

(W293)

---

[warning] 329-329: blank line contains whitespace

(W293)

---

[warning] 334-334: blank line contains whitespace

(W293)

---

[warning] 338-338: blank line contains whitespace

(W293)

---

[warning] 349-349: blank line contains whitespace

(W293)

---

[warning] 373-373: blank line contains whitespace

(W293)

---

[warning] 380-380: blank line contains whitespace

(W293)

---

[warning] 386-386: blank line contains whitespace

(W293)

---

[warning] 393-393: blank line contains whitespace

(W293)

---

[warning] 399-399: blank line contains whitespace

(W293)

---

[warning] 406-406: blank line contains whitespace

(W293)

---

[warning] 412-412: blank line contains whitespace

(W293)

---

[warning] 418-418: blank line contains whitespace

(W293)

---

[warning] 434-434: blank line contains whitespace

(W293)

---

[warning] 443-443: blank line contains whitespace

(W293)

---

[warning] 455-455: blank line contains whitespace

(W293)

---

[warning] 462-462: blank line contains whitespace

(W293)

---

[warning] 478-478: blank line contains whitespace

(W293)

---

[warning] 482-482: blank line contains whitespace

(W293)

---

[warning] 495-495: blank line contains whitespace

(W293)

---

[warning] 502-502: blank line contains whitespace

(W293)

---

[warning] 506-506: blank line contains whitespace

(W293)

---

[warning] 511-511: blank line contains whitespace

(W293)

---

[warning] 519-519: blank line contains whitespace

(W293)

---

[warning] 527-527: blank line contains whitespace

(W293)

---

[warning] 530-530: blank line contains whitespace

(W293)

---

[warning] 532-532: blank line contains whitespace

(W293)

---

[warning] 541-541: blank line contains whitespace

(W293)

---

[warning] 546-546: blank line contains whitespace

(W293)

---

[warning] 551-551: blank line contains whitespace

(W293)

---

[warning] 558-558: blank line contains whitespace

(W293)

---

[warning] 566-566: blank line contains whitespace

(W293)

---

[warning] 575-575: blank line contains whitespace

(W293)

---

[warning] 585-585: blank line contains whitespace

(W293)

---

[warning] 592-592: blank line contains whitespace

(W293)

---

[error] 599-599: 'sys' imported but unused

(F401)

---

[warning] 600-600: blank line contains whitespace

(W293)

---

[warning] 603-603: blank line contains whitespace

(W293)

---

[warning] 617-617: blank line contains whitespace

(W293)

---

[warning] 624-624: blank line contains whitespace

(W293)

---

[warning] 632-632: blank line contains whitespace

(W293)

---

[warning] 673-673: blank line contains whitespace

(W293)

---

[warning] 681-681: blank line contains whitespace

(W293)

---

[warning] 690-690: blank line contains whitespace

(W293)

---

[warning] 697-697: blank line contains whitespace

(W293)

---

[warning] 740-740: blank line contains whitespace

(W293)

---

[warning] 785-785: blank line contains whitespace

(W293)

---

[warning] 793-793: no newline at end of file

(W292)

test_config_files.py

[error] 7-7: 'unittest.mock.mock_open' imported but unused

(F401)

---

[error] 7-7: 'unittest.mock.MagicMock' imported but unused

(F401)

---

[error] 9-9: 'io.StringIO' imported but unused

(F401)

---

[warning] 14-14: blank line contains whitespace

(W293)

---

[warning] 20-20: blank line contains whitespace

(W293)

---

[warning] 40-40: blank line contains whitespace

(W293)

---

[warning] 57-57: blank line contains whitespace

(W293)

---

[warning] 66-66: blank line contains whitespace

(W293)

---

[warning] 71-71: blank line contains whitespace

(W293)

---

[warning] 80-80: blank line contains whitespace

(W293)

---

[warning] 86-86: blank line contains whitespace

(W293)

---

[warning] 89-89: blank line contains whitespace

(W293)

---

[warning] 94-94: blank line contains whitespace

(W293)

---

[warning] 100-100: blank line contains whitespace

(W293)

---

[warning] 104-104: blank line contains whitespace

(W293)

---

[warning] 110-110: blank line contains whitespace

(W293)

---

[warning] 113-113: blank line contains whitespace

(W293)

---

[warning] 115-115: blank line contains whitespace

(W293)

---

[warning] 121-121: blank line contains whitespace

(W293)

---

[warning] 124-124: blank line contains whitespace

(W293)

---

[warning] 127-127: blank line contains whitespace

(W293)

---

[warning] 131-131: blank line contains whitespace

(W293)

---

[warning] 135-135: blank line contains whitespace

(W293)

---

[warning] 146-146: blank line contains whitespace

(W293)

---

[warning] 150-150: blank line contains whitespace

(W293)

---

[warning] 153-153: blank line contains whitespace

(W293)

---

[warning] 164-164: blank line contains whitespace

(W293)

---

[warning] 170-170: blank line contains whitespace

(W293)

---

[warning] 173-173: blank line contains whitespace

(W293)

---

[warning] 177-177: blank line contains whitespace

(W293)

---

[warning] 183-183: blank line contains whitespace

(W293)

---

[warning] 187-187: blank line contains whitespace

(W293)

---

[warning] 194-194: blank line contains whitespace

(W293)

---

[warning] 198-198: blank line contains whitespace

(W293)

---

[warning] 203-203: blank line contains whitespace

(W293)

---

[warning] 207-207: blank line contains whitespace

(W293)

---

[warning] 210-210: blank line contains whitespace

(W293)

---

[warning] 215-215: blank line contains whitespace

(W293)

---

[warning] 221-221: blank line contains whitespace

(W293)

---

[warning] 224-224: blank line contains whitespace

(W293)

---

[warning] 230-230: blank line contains whitespace

(W293)

---

[warning] 236-236: blank line contains whitespace

(W293)

---

[warning] 239-239: blank line contains whitespace

(W293)

---

[warning] 243-243: blank line contains whitespace

(W293)

---

[warning] 249-249: blank line contains whitespace

(W293)

---

[warning] 252-252: blank line contains whitespace

(W293)

---

[warning] 255-255: blank line contains whitespace

(W293)

---

[warning] 258-258: blank line contains whitespace

(W293)

---

[warning] 264-264: blank line contains whitespace

(W293)

---

[warning] 267-267: blank line contains whitespace

(W293)

---

[warning] 270-270: blank line contains whitespace

(W293)

---

[warning] 273-273: blank line contains whitespace

(W293)

---

[warning] 282-282: blank line contains whitespace

(W293)

---

[warning] 286-286: blank line contains whitespace

(W293)

---

[warning] 289-289: blank line contains whitespace

(W293)

---

[warning] 296-296: blank line contains whitespace

(W293)

---

[warning] 300-300: blank line contains whitespace

(W293)

---

[warning] 304-304: blank line contains whitespace

(W293)

---

[warning] 310-310: blank line contains whitespace

(W293)

---

[warning] 313-313: blank line contains whitespace

(W293)

---

[warning] 321-321: blank line contains whitespace

(W293)

---

[error] 323-323: redefinition of unused 'mock_open' from line 7

(F811)

---

[warning] 332-332: blank line contains whitespace

(W293)

---

[warning] 337-337: blank line contains whitespace

(W293)

---

[warning] 341-341: blank line contains whitespace

(W293)

---

[warning] 345-345: blank line contains whitespace

(W293)

---

[warning] 349-349: blank line contains whitespace

(W293)

---

[warning] 352-352: blank line contains whitespace

(W293)

---

[warning] 356-356: blank line contains whitespace

(W293)

---

[warning] 360-360: blank line contains whitespace

(W293)

---

[warning] 362-362: blank line contains whitespace

(W293)

---

[warning] 367-367: blank line contains whitespace

(W293)

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[warning] 370-370: blank line contains whitespace

(W293)

---

[warning] 373-373: blank line contains whitespace

(W293)

---

[warning] 376-376: blank line contains whitespace

(W293)

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[warning] 380-380: blank line contains whitespace

(W293)

---

[warning] 383-383: blank line contains whitespace

(W293)

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[warning] 390-390: blank line contains whitespace

(W293)

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[warning] 398-398: blank line contains whitespace

(W293)

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[warning] 402-402: blank line contains whitespace

(W293)

---

[warning] 406-406: blank line contains whitespace

(W293)

---

[warning] 409-409: blank line contains whitespace

(W293)

---

[warning] 412-412: blank line contains whitespace

(W293)

---

[warning] 414-414: blank line contains whitespace

(W293)

---

[warning] 417-417: blank line contains whitespace

(W293)

---

[warning] 423-423: blank line contains whitespace

(W293)

---

[warning] 429-429: blank line contains whitespace

(W293)

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[warning] 436-436: blank line contains whitespace

(W293)

---

[warning] 441-441: blank line contains whitespace

(W293)

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[warning] 446-446: blank line contains whitespace

(W293)

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[warning] 462-462: blank line contains whitespace

(W293)

---

[warning] 464-464: blank line contains whitespace

(W293)

---

[warning] 481-481: blank line contains whitespace

(W293)

---

[warning] 488-488: blank line contains whitespace

(W293)

---

[error] 492-492: 'time' imported but unused

(F401)

---

[warning] 493-493: blank line contains whitespace

(W293)

---

[warning] 497-497: blank line contains whitespace

(W293)

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[warning] 500-500: blank line contains whitespace

(W293)

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[warning] 508-508: blank line contains whitespace

(W293)

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[warning] 510-510: blank line contains whitespace

(W293)

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[warning] 513-513: blank line contains whitespace

(W293)

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[warning] 516-516: blank line contains whitespace

(W293)

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[warning] 523-523: no newline at end of file

(W292)

test_utils_helpers.py

[error] 17-17: module level import not at top of file

(E402)

---

[warning] 33-33: blank line contains whitespace

(W293)

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[warning] 39-39: blank line contains whitespace

(W293)

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[warning] 45-45: blank line contains whitespace

(W293)

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[warning] 51-51: blank line contains whitespace

(W293)

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[warning] 57-57: blank line contains whitespace

(W293)

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[warning] 62-62: blank line contains whitespace

(W293)

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[warning] 71-71: blank line contains whitespace

(W293)

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[warning] 78-78: blank line contains whitespace

(W293)

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[warning] 85-85: blank line contains whitespace

(W293)

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[warning] 91-91: blank line contains whitespace

(W293)

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[warning] 99-99: blank line contains whitespace

(W293)

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[warning] 110-110: blank line contains whitespace

(W293)

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[warning] 118-118: blank line contains whitespace

(W293)

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[warning] 125-125: blank line contains whitespace

(W293)

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[warning] 132-132: blank line contains whitespace

(W293)

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[warning] 138-138: blank line contains whitespace

(W293)

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[warning] 148-148: blank line contains whitespace

(W293)

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[warning] 153-153: blank line contains whitespace

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[warning] 156-156: blank line contains whitespace

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[warning] 160-160: blank line contains whitespace

(W293)

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[warning] 166-166: blank line contains whitespace

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[warning] 170-170: blank line contains whitespace

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[warning] 175-175: blank line contains whitespace

(W293)

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[warning] 178-178: blank line contains whitespace

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[warning] 186-186: blank line contains whitespace

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[warning] 189-189: blank line contains whitespace

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[warning] 198-198: blank line contains whitespace

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[warning] 204-204: blank line contains whitespace

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[warning] 211-211: blank line contains whitespace

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[warning] 234-234: blank line contains whitespace

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[warning] 243-243: blank line contains whitespace

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[warning] 249-249: blank line contains whitespace

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[warning] 253-253: blank line contains whitespace

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[warning] 259-259: blank line contains whitespace

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[warning] 305-305: blank line contains whitespace

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[warning] 354-354: blank line contains whitespace

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(W293)

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[warning] 368-368: blank line contains whitespace

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[warning] 375-375: blank line contains whitespace

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[warning] 382-382: blank line contains whitespace

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(W293)

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(W293)

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[warning] 403-403: blank line contains whitespace

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[warning] 408-408: blank line contains whitespace

(W293)

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[warning] 419-419: blank line contains whitespace

(W293)

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[warning] 425-425: blank line contains whitespace

(W293)

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[warning] 431-431: blank line contains whitespace

(W293)

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(W293)

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[warning] 444-444: blank line contains whitespace

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[warning] 449-449: blank line contains whitespace

(W293)

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[warning] 456-456: blank line contains whitespace

(W293)

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[warning] 462-462: blank line contains whitespace

(W293)

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[warning] 465-465: blank line contains whitespace

(W293)

---

[warning] 470-470: blank line contains whitespace

(W293)

---

[warning] 476-476: blank line contains whitespace

(W293)

---

[warning] 480-480: blank line contains whitespace

(W293)

---

[warning] 484-484: blank line contains whitespace

(W293)

---

[warning] 487-487: blank line contains whitespace

(W293)

---

[warning] 498-498: blank line contains whitespace

(W293)

---

[warning] 501-501: blank line contains whitespace

(W293)

---

[warning] 504-504: blank line contains whitespace

(W293)

---

[warning] 507-507: blank line contains whitespace

(W293)

---

[warning] 511-511: blank line contains whitespace

(W293)

---

[error] 521-521: expected 2 blank lines, found 1

(E302)

---

[warning] 523-523: blank line contains whitespace

(W293)

---

[warning] 530-530: blank line contains whitespace

(W293)

---

[warning] 533-533: blank line contains whitespace

(W293)

---

[warning] 540-540: blank line contains whitespace

(W293)

---

[warning] 549-549: blank line contains whitespace

(W293)

---

[warning] 554-554: blank line contains whitespace

(W293)

---

[error] 559-559: at least two spaces before inline comment

(E261)

---

[error] 560-560: at least two spaces before inline comment

(E261)

---

[warning] 563-563: blank line contains whitespace

(W293)

---

[warning] 568-568: blank line contains whitespace

(W293)

---

[warning] 586-586: blank line contains whitespace

(W293)

---

[warning] 593-593: blank line contains whitespace

(W293)

---

[warning] 596-596: blank line contains whitespace

(W293)

---

[warning] 602-602: blank line contains whitespace

(W293)

---

[warning] 605-605: blank line contains whitespace

(W293)

---

[warning] 608-608: blank line contains whitespace

(W293)

---

[warning] 612-612: blank line contains whitespace

(W293)

---

[warning] 617-617: blank line contains whitespace

(W293)

---

[warning] 626-626: blank line contains whitespace

(W293)

---

[warning] 629-629: blank line contains whitespace

(W293)

---

[warning] 640-640: blank line contains whitespace

(W293)

---

[warning] 645-645: blank line contains whitespace

(W293)

---

[warning] 652-652: blank line contains whitespace

(W293)

---

[warning] 657-657: blank line contains whitespace

(W293)

---

[warning] 663-663: blank line contains whitespace

(W293)

---

[warning] 667-667: blank line contains whitespace

(W293)

---

[warning] 672-672: blank line contains whitespace

(W293)

---

[warning] 676-676: blank line contains whitespace

(W293)

---

[warning] 682-682: blank line contains whitespace

(W293)

---

[warning] 685-685: blank line contains whitespace

(W293)

---

[warning] 690-690: blank line contains whitespace

(W293)

---

[warning] 694-694: blank line contains whitespace

(W293)

---

[warning] 699-699: blank line contains whitespace

(W293)

---

[warning] 708-708: blank line contains whitespace

(W293)

---

[warning] 713-713: trailing whitespace

(W291)

---

[warning] 716-716: blank line contains whitespace

(W293)

---

[warning] 718-718: blank line contains whitespace

(W293)

---

[warning] 725-725: blank line contains whitespace

(W293)

---

[warning] 729-729: blank line contains whitespace

(W293)

---

[warning] 734-734: blank line contains whitespace

(W293)

---

[warning] 740-740: blank line contains whitespace

(W293)

---

[warning] 743-743: blank line contains whitespace

(W293)

---

[warning] 748-748: blank line contains whitespace

(W293)

---

[warning] 753-753: blank line contains whitespace

(W293)

---

[warning] 763-763: blank line contains whitespace

(W293)

---

[warning] 766-766: blank line contains whitespace

(W293)

---

[warning] 770-770: blank line contains whitespace

(W293)

---

[error] 771-771: local variable 'start_time' is assigned to but never used

(F841)

---

[warning] 773-773: blank line contains whitespace

(W293)

---

[warning] 779-779: blank line contains whitespace

(W293)

---

[warning] 781-781: blank line contains whitespace

(W293)

---

[warning] 784-784: blank line contains whitespace

(W293)

---

[warning] 794-794: blank line contains whitespace

(W293)

---

[warning] 818-818: blank line contains whitespace

(W293)

---

[warning] 820-820: blank line contains whitespace

(W293)

---

[warning] 831-831: blank line contains whitespace

(W293)

---

[warning] 834-834: blank line contains whitespace

(W293)

---

[error] 839-839: dictionary key 1 repeated with different values

(F601)

---

[error] 841-841: dictionary key 1 repeated with different values

(F601)

---

[warning] 845-845: blank line contains whitespace

(W293)

---

[warning] 847-847: blank line contains whitespace

(W293)

---

[warning] 850-850: trailing whitespace

(W291)

---

[warning] 854-854: blank line contains whitespace

(W293)

---

[warning] 856-856: blank line contains whitespace

(W293)

---

[warning] 860-860: blank line contains whitespace

(W293)

---

[warning] 864-864: blank line contains whitespace

(W293)

---

[warning] 874-874: blank line contains whitespace

(W293)

---

[warning] 887-887: blank line contains whitespace

(W293)

---

[warning] 892-892: blank line contains whitespace

(W293)

---

[warning] 895-895: blank line contains whitespace

(W293)

---

[warning] 902-902: blank line contains whitespace

(W293)

---

[warning] 907-907: blank line contains whitespace

(W293)

---

[warning] 912-912: blank line contains whitespace

(W293)

---

[warning] 919-919: blank line contains whitespace

(W293)

---

[warning] 926-926: blank line contains whitespace

(W293)

---

[warning] 930-930: blank line contains whitespace

(W293)

---

[warning] 936-936: blank line contains whitespace

(W293)

---

[error] 949-949: at least two spaces before inline comment

(E261)

---

[warning] 951-951: blank line contains whitespace

(W293)

---

[warning] 960-960: blank line contains whitespace

(W293)

---

[warning] 969-969: blank line contains whitespace

(W293)

---

[warning] 980-980: blank line contains whitespace

(W293)

---

[warning] 990-990: trailing whitespace

(W291)

---

[warning] 993-993: blank line contains whitespace

(W293)

---

[warning] 995-995: blank line contains whitespace

(W293)

---

[warning] 1000-1000: blank line contains whitespace

(W293)

---

[warning] 1005-1005: blank line contains whitespace

(W293)

---

[warning] 1007-1007: blank line contains whitespace

(W293)

---

[warning] 1011-1011: blank line contains whitespace

(W293)

---

[warning] 1026-1026: blank line contains whitespace

(W293)

---

[warning] 1028-1028: blank line contains whitespace

(W293)

---

[warning] 1033-1033: blank line contains whitespace

(W293)

---

[warning] 1038-1038: blank line contains whitespace

(W293)

---

[warning] 1042-1042: blank line contains whitespace

(W293)

---

[warning] 1044-1044: blank line contains whitespace

(W293)

---

[warning] 1048-1048: blank line contains whitespace

(W293)

---

[warning] 1057-1057: blank line contains whitespace

(W293)

---

[warning] 1062-1062: blank line contains whitespace

(W293)

---

[warning] 1067-1067: blank line contains whitespace

(W293)

---

[warning] 1070-1070: blank line contains whitespace

(W293)

---

[warning] 1075-1075: blank line contains whitespace

(W293)

---

[warning] 1080-1080: blank line contains whitespace

(W293)

---

[warning] 1082-1082: blank line contains whitespace

(W293)

---

[warning] 1086-1086: blank line contains whitespace

(W293)

---

[warning] 1090-1090: blank line contains whitespace

(W293)

---

[warning] 1094-1094: trailing whitespace

(W291)

---

[warning] 1095-1095: trailing whitespace

(W291)

---

[warning] 1098-1098: blank line contains whitespace

(W293)

---

[warning] 1100-1100: blank line contains whitespace

(W293)

---

[warning] 1106-1106: blank line contains whitespace

(W293)

---

[warning] 1110-1110: blank line contains whitespace

(W293)

---

[warning] 1117-1117: blank line contains whitespace

(W293)

---

[warning] 1121-1121: blank line contains whitespace

(W293)

---

[warning] 1125-1125: blank line contains whitespace

(W293)

---

[warning] 1133-1133: blank line contains whitespace

(W293)

---

[warning] 1144-1144: blank line contains whitespace

(W293)

---

[warning] 1157-1157: blank line contains whitespace

(W293)

---

[warning] 1165-1165: blank line contains whitespace

(W293)

---

[warning] 1172-1172: blank line contains whitespace

(W293)

---

[warning] 1179-1179: blank line contains whitespace

(W293)

---

[warning] 1187-1187: blank line contains whitespace

(W293)

---

[warning] 1201-1201: blank line contains whitespace

(W293)

---

[warning] 1210-1210: blank line contains whitespace

(W293)

---

[warning] 1215-1215: blank line contains whitespace

(W293)

---

[warning] 1220-1220: blank line contains whitespace

(W293)

---

[warning] 1224-1224: blank line contains whitespace

(W293)

---

[warning] 1228-1228: blank line contains whitespace

(W293)

---

[warning] 1232-1232: blank line contains whitespace

(W293)

---

[warning] 1235-1235: blank line contains whitespace

(W293)

---

[warning] 1242-1242: blank line contains whitespace

(W293)

---

[warning] 1247-1247: blank line contains whitespace

(W293)

---

[warning] 1253-1253: blank line contains whitespace

(W293)

---

[warning] 1256-1256: blank line contains whitespace

(W293)

---

[warning] 1262-1262: blank line contains whitespace

(W293)

---

[warning] 1270-1270: blank line contains whitespace

(W293)

---

[warning] 1283-1283: blank line contains whitespace

(W293)

---

[warning] 1286-1286: blank line contains whitespace

(W293)

---

[warning] 1293-1293: blank line contains whitespace

(W293)

---

[warning] 1297-1297: blank line contains whitespace

(W293)

---

[warning] 1306-1306: blank line contains whitespace

(W293)

---

[warning] 1308-1308: blank line contains whitespace

(W293)

---

[warning] 1314-1314: blank line contains whitespace

(W293)

---

[warning] 1317-1317: blank line contains whitespace

(W293)

---

[warning] 1320-1320: blank line contains whitespace

(W293)

---

[warning] 1330-1330: blank line contains whitespace

(W293)

---

[warning] 1334-1334: blank line contains whitespace

(W293)

---

[warning] 1336-1336: blank line contains whitespace

(W293)

---

[warning] 1339-1339: blank line contains whitespace

(W293)

---

[warning] 1344-1344: blank line contains whitespace

(W293)

---

[warning] 1355-1355: blank line contains whitespace

(W293)

---

[warning] 1361-1361: blank line contains whitespace

(W293)

---

[warning] 1364-1364: blank line contains whitespace

(W293)

---

[warning] 1375-1375: blank line contains whitespace

(W293)

---

[warning] 1381-1381: blank line contains whitespace

(W293)

---

[warning] 1383-1383: blank line contains whitespace

(W293)

---

[warning] 1386-1386: blank line contains whitespace

(W293)

---

[warning] 1393-1393: blank line contains whitespace

(W293)

---

[warning] 1397-1397: blank line contains whitespace

(W293)

---

[warning] 1402-1402: blank line contains whitespace

(W293)

---

[warning] 1409-1409: blank line contains whitespace

(W293)

---

[warning] 1418-1418: blank line contains whitespace

(W293)

---

[warning] 1420-1420: blank line contains whitespace

(W293)

---

[warning] 1425-1425: blank line contains whitespace

(W293)

---

[warning] 1430-1430: blank line contains whitespace

(W293)

---

[warning] 1435-1435: blank line contains whitespace

(W293)

---

[warning] 1440-1440: blank line contains whitespace

(W293)

test_llm_continuous_learning_system.py

[error] 20-20: 'json' imported but unused

(F401)

---

[error] 25-25: 'unittest.mock.patch' imported but unused

(F401)

---

[error] 25-25: 'unittest.mock.MagicMock' imported but unused

(F401)

---

[error] 25-25: 'unittest.mock.call' imported but unused

(F401)

---

[warning] 89-89: blank line contains whitespace

(W293)

---

[warning] 112-112: blank line contains whitespace

(W293)

---

[error] 163-163: continuation line under-indented for visual indent

(E128)

---

[warning] 173-173: blank line contains whitespace

(W293)

---

[warning] 218-218: blank line contains whitespace

(W293)

---

[warning] 220-220: blank line contains whitespace

(W293)

---

[warning] 227-227: blank line contains whitespace

(W293)

---

[warning] 237-237: blank line contains whitespace

(W293)

---

[warning] 244-244: blank line contains whitespace

(W293)

---

[warning] 251-251: blank line contains whitespace

(W293)

---

[warning] 258-258: blank line contains whitespace

(W293)

---

[warning] 265-265: blank line contains whitespace

(W293)

---

[warning] 272-272: blank line contains whitespace

(W293)

---

[warning] 280-280: blank line contains whitespace

(W293)

---

[warning] 287-287: blank line contains whitespace

(W293)

---

[warning] 298-298: blank line contains whitespace

(W293)

---

[warning] 307-307: blank line contains whitespace

(W293)

---

[warning] 309-309: blank line contains whitespace

(W293)

---

[warning] 319-319: blank line contains whitespace

(W293)

---

[warning] 321-321: blank line contains whitespace

(W293)

---

[warning] 333-333: blank line contains whitespace

(W293)

---

[warning] 335-335: blank line contains whitespace

(W293)

---

[warning] 380-380: blank line contains whitespace

(W293)

---

[warning] 382-382: blank line contains whitespace

(W293)

---

[warning] 396-396: blank line contains whitespace

(W293)

---

[warning] 399-399: blank line contains whitespace

(W293)

---

[warning] 406-406: blank line contains whitespace

(W293)

---

[warning] 415-415: blank line contains whitespace

(W293)

---

[warning] 417-417: blank line contains whitespace

(W293)

---

[warning] 426-426: blank line contains whitespace

(W293)

---

[warning] 428-428: blank line contains whitespace

(W293)

---

[warning] 436-436: blank line contains whitespace

(W293)

---

[warning] 439-439: blank line contains whitespace

(W293)

---

[warning] 446-446: blank line contains whitespace

(W293)

---

[warning] 448-448: blank line contains whitespace

(W293)

---

[warning] 456-456: blank line contains whitespace

(W293)

---

[warning] 458-458: blank line contains whitespace

(W293)

---

[warning] 466-466: blank line contains whitespace

(W293)

---

[warning] 468-468: blank line contains whitespace

(W293)

---

[warning] 475-475: blank line contains whitespace

(W293)

---

[warning] 528-528: blank line contains whitespace

(W293)

---

[warning] 530-530: blank line contains whitespace

(W293)

---

[warning] 538-538: blank line contains whitespace

(W293)

---

[warning] 540-540: blank line contains whitespace

(W293)

---

[warning] 547-547: blank line contains whitespace

(W293)

---

[warning] 554-554: blank line contains whitespace

(W293)

---

[warning] 561-561: blank line contains whitespace

(W293)

---

[warning] 580-580: blank line contains whitespace

(W293)

---

[warning] 582-582: blank line contains whitespace

(W293)

---

[warning] 593-593: trailing whitespace

(W291)

---

[error] 594-594: continuation line under-indented for visual indent

(E128)

---

[warning] 597-597: blank line contains whitespace

(W293)

---

[warning] 649-649: blank line contains whitespace

(W293)

---

[warning] 662-662: blank line contains whitespace

(W293)

---

[warning] 664-664: blank line contains whitespace

(W293)

---

[warning] 675-675: blank line contains whitespace

(W293)

---

[warning] 677-677: blank line contains whitespace

(W293)

---

[warning] 685-685: blank line contains whitespace

(W293)

---

[warning] 693-693: blank line contains whitespace

(W293)

---

[warning] 731-731: blank line contains whitespace

(W293)

---

[warning] 733-733: blank line contains whitespace

(W293)

---

[warning] 741-741: blank line contains whitespace

(W293)

---

[warning] 751-751: blank line contains whitespace

(W293)

---

[warning] 763-763: blank line contains whitespace

(W293)

---

[warning] 799-799: blank line contains whitespace

(W293)

---

[warning] 816-816: blank line contains whitespace

(W293)

---

[warning] 818-818: blank line contains whitespace

(W293)

---

[warning] 833-833: blank line contains whitespace

(W293)

---

[warning] 835-835: blank line contains whitespace

(W293)

---

[warning] 848-848: blank line contains whitespace

(W293)

---

[warning] 887-887: blank line contains whitespace

(W293)

---

[warning] 897-897: blank line contains whitespace

(W293)

---

[warning] 907-907: blank line contains whitespace

(W293)

---

[warning] 917-917: blank line contains whitespace

(W293)

---

[warning] 928-928: blank line contains whitespace

(W293)

---

[warning] 939-939: blank line contains whitespace

(W293)

---

[warning] 950-950: blank line contains whitespace

(W293)

---

[warning] 1005-1005: blank line contains whitespace

(W293)

---

[warning] 1014-1014: blank line contains whitespace

(W293)

---

[warning] 1016-1016: blank line contains whitespace

(W293)

---

[warning] 1019-1019: blank line contains whitespace

(W293)

---

[warning] 1022-1022: blank line contains whitespace

(W293)

---

[warning] 1025-1025: blank line contains whitespace

(W293)

---

[warning] 1036-1036: blank line contains whitespace

(W293)

---

[warning] 1039-1039: blank line contains whitespace

(W293)

---

[warning] 1043-1043: blank line contains whitespace

(W293)

---

[warning] 1053-1053: blank line contains whitespace

(W293)

---

[warning] 1055-1055: blank line contains whitespace

(W293)

---

[warning] 1058-1058: blank line contains whitespace

(W293)

---

[warning] 1061-1061: blank line contains whitespace

(W293)

---

[warning] 1099-1099: blank line contains whitespace

(W293)

---

[warning] 1101-1101: blank line contains whitespace

(W293)

---

[warning] 1112-1112: blank line contains whitespace

(W293)

---

[warning] 1122-1122: blank line contains whitespace

(W293)

---

[warning] 1133-1133: blank line contains whitespace

(W293)

---

[warning] 1146-1146: blank line contains whitespace

(W293)

---

[warning] 1156-1156: blank line contains whitespace

(W293)

---

[warning] 1158-1158: blank line contains whitespace

(W293)

---

[warning] 1167-1167: blank line contains whitespace

(W293)

---

[warning] 1169-1169: blank line contains whitespace

(W293)

---

[warning] 1177-1177: blank line contains whitespace

(W293)

---

[warning] 1182-1182: blank line contains whitespace

(W293)

---

[error] 1234-1234: undefined name 'Tuple'

(F821)

---

[error] 1254-1254: expected 2 blank lines, found 1

(E302)

---

[warning] 1259-1259: no newline at end of file

(W292)

🪛 Ruff (0.11.9)

run_comprehensive_tests.py

1-1: Shebang is present but file is not executable

(EXE001)

---

9-9: time imported but unused

Remove unused import: time

(F401)

---

11-11: Missing return type annotation for public function run_tests

Add return type annotation: int

(ANN201)

---

18-18: subprocess call: check for execution of untrusted input

(S603)

---

22-22: Trailing comma missing

Add trailing comma

(COM812)

---

34-34: subprocess call: check for execution of untrusted input

(S603)

---

38-38: Trailing comma missing

Add trailing comma

(COM812)

---

53-53: Unnecessary else after return statement

Remove unnecessary else

(RET505)

test_github_workflows.py

7-7: json imported but unused

Remove unused import: json

(F401)

---

9-9: os imported but unused

Remove unused import: os

(F401)

---

10-10: unittest.mock.Mock imported but unused

Remove unused import

(F401)

---

10-10: unittest.mock.mock_open imported but unused

Remove unused import

(F401)

---

12-12: typing.Dict is deprecated, use dict instead

(UP035)

---

12-12: typing.List is deprecated, use list instead

(UP035)

---

12-12: typing.Dict imported but unused

Remove unused import

(F401)

---

12-12: typing.List imported but unused

Remove unused import

(F401)

---

12-12: typing.Any imported but unused

Remove unused import

(F401)

---

19-19: Missing return type annotation for public function sample_workflow_yaml

Add return type annotation: str

(ANN201)

---

44-44: Missing return type annotation for public function invalid_workflow_yaml

Add return type annotation: str

(ANN201)

---

59-59: Missing return type annotation for public function complex_workflow_yaml

Add return type annotation: str

(ANN201)

---

107-107: Missing return type annotation for public function mock_workflow_file

(ANN201)

---

107-107: Missing type annotation for function argument tmp_path

(ANN001)

---

107-107: Missing type annotation for function argument sample_workflow_yaml

(ANN001)

---

114-114: Missing return type annotation for public function test_parse_valid_workflow_yaml

Add return type annotation: None

(ANN201)

---

114-114: Missing type annotation for function argument sample_workflow_yaml

(ANN001)

---

125-125: Missing return type annotation for public function test_parse_invalid_workflow_yaml

Add return type annotation: None

(ANN201)

---

125-125: Missing type annotation for function argument invalid_workflow_yaml

(ANN001)

---

130-130: Missing return type annotation for public function test_workflow_validation_missing_required_fields

Add return type annotation: None

(ANN201)

---

133-133: Trailing comma missing

Add trailing comma

(COM812)

---

141-141: Missing return type annotation for public function test_workflow_job_validation

Add return type annotation: None

(ANN201)

---

141-141: Missing type annotation for function argument sample_workflow_yaml

(ANN001)

---

151-151: Wrong type passed to first argument of pytest.mark.parametrize; expected tuple

Use a tuple for the first argument

(PT006)

---

155-155: Missing return type annotation for public function test_workflow_triggers

Add return type annotation: None

(ANN201)

---

155-155: Missing type annotation for function argument sample_workflow_yaml

(ANN001)

---

155-155: Missing type annotation for function argument trigger_event

(ANN001)

---

155-155: Missing type annotation for function argument expected_branches

(ANN001)

---

163-163: Missing return type annotation for public function test_complex_workflow_structure

Add return type annotation: None

(ANN201)

---

163-163: Missing type annotation for function argument complex_workflow_yaml

(ANN001)

---

186-186: Missing return type annotation for public function test_workflow_environment_variables

Add return type annotation: None

(ANN201)

---

186-186: Missing type annotation for function argument complex_workflow_yaml

(ANN001)

---

193-193: Missing return type annotation for public function test_workflow_outputs

Add return type annotation: None

(ANN201)

---

193-193: Missing type annotation for function argument complex_workflow_yaml

(ANN001)

---

201-201: Wrong type passed to first argument of pytest.mark.parametrize; expected tuple

Use a tuple for the first argument

(PT006)

---

205-205: Missing return type annotation for public function test_workflow_step_types

Add return type annotation: None

(ANN201)

---

205-205: Missing type annotation for function argument sample_workflow_yaml

(ANN001)

---

205-205: Missing type annotation for function argument step_type

(ANN001)

---

205-205: Unused method argument: step_type

(ARG002)

---

205-205: Missing type annotation for function argument required_field

(ANN001)

---

223-223: Missing return type annotation for public function validator_config

(ANN201)

---

229-229: Trailing comma missing

Add trailing comma

(COM812)

---

232-232: Missing return type annotation for public function test_validate_workflow_structure_valid

Add return type annotation: None

(ANN201)

---

232-232: Missing type annotation for function argument sample_workflow_yaml

(ANN001)

---

232-232: Missing type annotation for function argument validator_config

(ANN001)

---

240-240: Missing return type annotation for public function test_validate_workflow_structure_missing_fields

Add return type annotation: None

(ANN201)

---

240-240: Missing type annotation for function argument validator_config

(ANN001)

---

253-253: Missing return type annotation for public function test_validate_runner_allowed

Add return type annotation: None

(ANN201)

---

253-253: Missing type annotation for function argument sample_workflow_yaml

(ANN001)

---

253-253: Missing type annotation for function argument validator_config

(ANN001)

---

257-257: Loop control variable job_name not used within loop body

Rename unused job_name to _job_name

(B007)

---

260-262: Use a single if statement instead of nested if statements

(SIM102)

---

265-265: Missing return type annotation for public function test_validate_job_limits

Add return type annotation: None

(ANN201)

---

265-265: Missing type annotation for function argument complex_workflow_yaml

(ANN001)

---

265-265: Missing type annotation for function argument validator_config

(ANN001)

---

273-273: Loop control variable job_name not used within loop body

Rename unused job_name to _job_name

(B007)

---

282-282: Missing return type annotation for public function test_validate_runner_not_allowed

Add return type annotation: None

(ANN201)

---

282-282: Missing type annotation for function argument invalid_runner

(ANN001)

---

282-282: Missing type annotation for function argument validator_config

(ANN001)

---

290-290: Missing return type annotation for public function test_read_workflow_file

Add return type annotation: None

(ANN201)

---

290-290: Missing type annotation for function argument mock_workflow_file

(ANN001)

---

298-298: Missing return type annotation for public function test_read_nonexistent_workflow_file

Add return type annotation: None

(ANN201)

---

298-298: Missing type annotation for function argument tmp_path

(ANN001)

---

307-307: Missing return type annotation for public function test_read_workflow_file_permission_error

Add return type annotation: None

(ANN201)

---

307-307: Missing type annotation for function argument mock_read_text

(ANN001)

---

315-315: Missing return type annotation for public function test_write_workflow_file

Add return type annotation: None

(ANN201)

---

315-315: Missing type annotation for function argument tmp_path

(ANN001)

---

315-315: Missing type annotation for function argument sample_workflow_yaml

(ANN001)

---

324-324: Missing return type annotation for public function test_discover_workflow_files

Add return type annotation: None

(ANN201)

---

324-324: Missing type annotation for function argument tmp_path

(ANN001)

---

351-351: Missing return type annotation for public function insecure_workflow_yaml

Add return type annotation: str

(ANN201)

---

370-370: Missing return type annotation for public function test_detect_pull_request_target_trigger

Add return type annotation: None

(ANN201)

---

370-370: Missing type annotation for function argument insecure_workflow_yaml

(ANN001)

---

377-377: Missing return type annotation for public function test_detect_outdated_actions

Add return type annotation: None

(ANN201)

---

377-377: Missing type annotation for function argument insecure_workflow_yaml

(ANN001)

---

390-390: Missing return type annotation for public function test_detect_secret_exposure

Add return type annotation: None

(ANN201)

---

390-390: Missing type annotation for function argument insecure_workflow_yaml

(ANN001)

---

403-403: Missing return type annotation for public function test_detect_code_injection_risk

Add return type annotation: None

(ANN201)

---

403-403: Missing type annotation for function argument insecure_workflow_yaml

(ANN001)

---

419-419: Wrong type passed to first argument of pytest.mark.parametrize; expected tuple

Use a tuple for the first argument

(PT006)

---

425-425: Missing return type annotation for public function test_generate_workflow_filename

Add return type annotation: None

(ANN201)

---

425-425: Missing type annotation for function argument workflow_name

(ANN001)

---

425-425: Missing type annotation for function argument expected_filename

(ANN001)

---

431-431: Missing return type annotation for public function test_extract_workflow_metadata

Add return type annotation: None

(ANN201)

---

431-431: Missing type annotation for function argument complex_workflow_yaml

(ANN001)

---

441-441: Trailing comma missing

Add trailing comma

(COM812)

---

452-452: Missing return type annotation for public function test_workflow_dependency_graph

Add return type annotation: None

(ANN201)

---

452-452: Missing type annotation for function argument complex_workflow_yaml

(ANN001)

---

467-467: Wrong type passed to first argument of pytest.mark.parametrize; expected tuple

Use a tuple for the first argument

(PT006)

---

474-474: Missing return type annotation for public function test_validate_cron_expressions

Add return type annotation: None

(ANN201)

---

474-474: Missing type annotation for function argument cron_expression

(ANN001)

---

474-474: Missing type annotation for function argument is_valid

(ANN001)

---

484-487: Combine if branches using logical or operator

Combine if branches

(SIM114)

---

496-496: Missing return type annotation for public function test_end_to_end_workflow_processing

Add return type annotation: None

(ANN201)

---

496-496: Missing type annotation for function argument tmp_path

(ANN001)

---

496-496: Missing type annotation for function argument sample_workflow_yaml

(ANN001)

---

517-517: Trailing comma missing

Add trailing comma

(COM812)

---

524-524: Missing return type annotation for public function test_workflow_processing_with_yaml_error

Add return type annotation: None

(ANN201)

---

524-524: Missing type annotation for function argument mock_yaml_load

(ANN001)

---

524-524: Missing type annotation for function argument tmp_path

(ANN001)

---

536-536: Missing return type annotation for public function test_batch_workflow_validation

Add return type annotation: None

(ANN201)

---

536-536: Missing type annotation for function argument tmp_path

(ANN001)

---

556-556: Do not catch blind exception: Exception

(BLE001)

---

567-567: Missing return type annotation for public function test_large_workflow_parsing_performance

Add return type annotation: None

(ANN201)

---

573-573: Trailing comma missing

Add trailing comma

(COM812)

---

582-582: Trailing comma missing

Add trailing comma

(COM812)

---

583-583: Trailing comma missing

Add trailing comma

(COM812)

---

597-597: Missing return type annotation for public function test_memory_usage_with_multiple_workflows

Add return type annotation: None

(ANN201)

---

597-597: Missing type annotation for function argument tmp_path

(ANN001)

---

599-599: sys imported but unused

Remove unused import: sys

(F401)

---

634-634: Missing return type annotation for public function edge_case_workflows

(ANN201)

---

644-644: Trailing comma missing

Add trailing comma

(COM812)

---

645-645: Trailing comma missing

Add trailing comma

(COM812)

---

646-646: Trailing comma missing

Add trailing comma

(COM812)

---

654-654: Trailing comma missing

Add trailing comma

(COM812)

---

655-655: Trailing comma missing

Add trailing comma

(COM812)

---

656-656: Trailing comma missing

Add trailing comma

(COM812)

---

664-664: Trailing comma missing

Add trailing comma

(COM812)

---

665-665: Trailing comma missing

Add trailing comma

(COM812)

---

666-666: Trailing comma missing

Add trailing comma

(COM812)

---

667-667: Trailing comma missing

Add trailing comma

(COM812)

---

670-670: Missing return type annotation for public function test_empty_workflow_handling

Add return type annotation: None

(ANN201)

---

670-670: Missing type annotation for function argument edge_case_workflows

(ANN001)

---

678-678: Missing return type annotation for public function test_minimal_workflow_validation

Add return type annotation: None

(ANN201)

---

678-678: Missing type annotation for function argument edge_case_workflows

(ANN001)

---

687-687: Missing return type annotation for public function test_unicode_support_in_workflows

Add return type annotation: None

(ANN201)

---

687-687: Missing type annotation for function argument edge_case_workflows

(ANN001)

---

694-694: Missing return type annotation for public function test_large_string_handling

Add return type annotation: None

(ANN201)

---

694-694: Missing type annotation for function argument edge_case_workflows

(ANN001)

---

707-707: Missing return type annotation for public function test_malformed_yaml_handling

Add return type annotation: None

(ANN201)

---

707-707: Missing type annotation for function argument invalid_yaml

(ANN001)

---

712-712: Missing return type annotation for public function test_deeply_nested_workflow_structure

Add return type annotation: None

(ANN201)

---

719-719: Trailing comma missing

Add trailing comma

(COM812)

---

723-723: Trailing comma missing

Add trailing comma

(COM812)

---

724-724: Trailing comma missing

Add trailing comma

(COM812)

---

733-733: Trailing comma missing

Add trailing comma

(COM812)

---

734-734: Trailing comma missing

Add trailing comma

(COM812)

---

735-735: Trailing comma missing

Add trailing comma

(COM812)

---

736-736: Trailing comma missing

Add trailing comma

(COM812)

---

737-737: Trailing comma missing

Add trailing comma

(COM812)

---

738-738: Trailing comma missing

Add trailing comma

(COM812)

---

745-745: Missing return type annotation for public function test_workflow_with_all_trigger_types

Add return type annotation: None

(ANN201)

---

776-776: Trailing comma missing

Add trailing comma

(COM812)

---

781-781: Trailing comma missing

Add trailing comma

(COM812)

---

782-782: Trailing comma missing

Add trailing comma

(COM812)

---

783-783: Trailing comma missing

Add trailing comma

(COM812)

test_config_files.py

7-7: unittest.mock.mock_open imported but unused

Remove unused import

(F401)

---

7-7: unittest.mock.MagicMock imported but unused

Remove unused import

(F401)

---

9-9: io.StringIO imported but unused

Remove unused import: io.StringIO

(F401)

---

16-16: Missing return type annotation for public function temp_config_dir

(ANN201)

---

22-22: Missing return type annotation for public function sample_json_config

(ANN201)

---

28-28: Trailing comma missing

Add trailing comma

(COM812)

---

33-33: Trailing comma missing

Add trailing comma

(COM812)

---

37-37: Trailing comma missing

Add trailing comma

(COM812)

---

38-38: Trailing comma missing

Add trailing comma

(COM812)

---

42-42: Missing return type annotation for public function sample_yaml_config

Add return type annotation: str

(ANN201)

---

59-59: Missing return type annotation for public function sample_ini_config

Add return type annotation: str

(ANN201)

---

81-81: Missing return type annotation for public function test_valid_json_config_loading

Add return type annotation: None

(ANN201)

---

81-81: Missing type annotation for function argument temp_config_dir

(ANN001)

---

81-81: Missing type annotation for function argument sample_json_config

(ANN001)

---

87-87: Unnecessary mode argument

Remove mode argument

(UP015)

---

95-95: Missing return type annotation for public function test_invalid_json_config_syntax

Add return type annotation: None

(ANN201)

---

95-95: Missing type annotation for function argument temp_config_dir

(ANN001)

---

101-102: Use a single with statement with multiple contexts instead of nested with statements

Combine with statements

(SIM117)

---

102-102: Unnecessary mode argument

Remove mode argument

(UP015)

---

105-105: Missing return type annotation for public function test_empty_json_config

Add return type annotation: None

(ANN201)

---

105-105: Missing type annotation for function argument temp_config_dir

(ANN001)

---

111-111: Unnecessary mode argument

Remove mode argument

(UP015)

---

116-116: Missing return type annotation for public function test_json_config_schema_validation

Add return type annotation: None

(ANN201)

---

116-116: Missing type annotation for function argument temp_config_dir

(ANN001)

---

125-125: Unnecessary mode argument

Remove mode argument

(UP015)

---

136-136: Missing return type annotation for public function test_json_config_data_types

Add return type annotation: None

(ANN201)

---

136-136: Missing type annotation for function argument temp_config_dir

(ANN001)

---

144-144: Trailing comma missing

Add trailing comma

(COM812)

---

151-151: Unnecessary mode argument

Remove mode argument

(UP015)

---

165-165: Missing return type annotation for public function test_valid_yaml_config_loading

Add return type annotation: None

(ANN201)

---

165-165: Missing type annotation for function argument temp_config_dir

(ANN001)

---

165-165: Missing type annotation for function argument sample_yaml_config

(ANN001)

---

171-171: Unnecessary mode argument

Remove mode argument

(UP015)

---

178-178: Missing return type annotation for public function test_invalid_yaml_syntax

Add return type annotation: None

(ANN201)

---

178-178: Missing type annotation for function argument temp_config_dir

(ANN001)

---

184-185: Use a single with statement with multiple contexts instead of nested with statements

Combine with statements

(SIM117)

---

185-185: Unnecessary mode argument

Remove mode argument

(UP015)

---

188-188: Missing return type annotation for public function test_yaml_config_with_references

Add return type annotation: None

(ANN201)

---

188-188: Missing type annotation for function argument temp_config_dir

(ANN001)

---

208-208: Unnecessary mode argument

Remove mode argument

(UP015)

---

216-216: Missing return type annotation for public function test_empty_yaml_config

Add return type annotation: None

(ANN201)

---

216-216: Missing type annotation for function argument temp_config_dir

(ANN001)

---

222-222: Unnecessary mode argument

Remove mode argument

(UP015)

---

231-231: Missing return type annotation for public function test_valid_ini_config_loading

Add return type annotation: None

(ANN201)

---

231-231: Missing type annotation for function argument temp_config_dir

(ANN001)

---

231-231: Missing type annotation for function argument sample_ini_config

(ANN001)

---

244-244: Missing return type annotation for public function test_ini_config_missing_section

Add return type annotation: None

(ANN201)

---

244-244: Missing type annotation for function argument temp_config_dir

(ANN001)

---

259-259: Missing return type annotation for public function test_ini_config_missing_option

Add return type annotation: None

(ANN201)

---

259-259: Missing type annotation for function argument temp_config_dir

(ANN001)

---

274-274: Missing return type annotation for public function test_ini_config_interpolation

Add return type annotation: None

(ANN201)

---

274-274: Missing type annotation for function argument temp_config_dir

(ANN001)

---

297-297: Missing return type annotation for public function test_file_not_found_error

Add return type annotation: None

(ANN201)

---

301-302: Use a single with statement with multiple contexts instead of nested with statements

(SIM117)

---

302-302: Unnecessary mode argument

Remove mode argument

(UP015)

---

305-305: Missing return type annotation for public function test_permission_denied_error

Add return type annotation: None

(ANN201)

---

305-305: Missing type annotation for function argument temp_config_dir

(ANN001)

---

315-316: Use a single with statement with multiple contexts instead of nested with statements

(SIM117)

---

316-316: Unnecessary mode argument

Remove mode argument

(UP015)

---

322-322: Replace aliased errors with OSError

Replace IOError with builtin OSError

(UP024)

---

323-323: Missing return type annotation for public function test_io_error_handling

Add return type annotation: None

(ANN201)

---

323-323: Missing type annotation for function argument mock_open

(ANN001)

---

323-323: Redefinition of unused mock_open from line 7

(F811)

---

323-323: Unused method argument: mock_open

(ARG002)

---

325-326: Use a single with statement with multiple contexts instead of nested with statements

Combine with statements

(SIM117)

---

325-325: pytest.raises(IOError) is too broad, set the match parameter or use a more specific exception

(PT011)

---

326-326: Unnecessary mode argument

Remove mode argument

(UP015)

---

333-333: Missing return type annotation for public function test_config_file_backup_and_restore

Add return type annotation: None

(ANN201)

---

333-333: Missing type annotation for function argument temp_config_dir

(ANN001)

---

333-333: Missing type annotation for function argument sample_json_config

(ANN001)

---

343-343: Unnecessary mode argument

Remove mode argument

(UP015)

---

354-354: Unnecessary mode argument

Remove mode argument

(UP015)

---

358-358: Unnecessary mode argument

Remove mode argument

(UP015)

---

363-363: Missing return type annotation for public function test_config_file_merging

Add return type annotation: None

(ANN201)

---

363-363: Missing type annotation for function argument temp_config_dir

(ANN001)

---

378-378: Unnecessary mode argument

Remove mode argument

(UP015)

---

381-381: Unnecessary mode argument

Remove mode argument

(UP015)

---

399-399: Missing return type annotation for public function test_large_json_config_loading

Add return type annotation: None

(ANN201)

---

399-399: Missing type annotation for function argument temp_config_dir

(ANN001)

---

410-410: Unnecessary mode argument

Remove mode argument

(UP015)

---

418-418: Missing return type annotation for public function test_config_file_caching

Add return type annotation: None

(ANN201)

---

418-418: Missing type annotation for function argument temp_config_dir

(ANN001)

---

418-418: Missing type annotation for function argument sample_json_config

(ANN001)

---

427-427: Unnecessary mode argument

Remove mode argument

(UP015)

---

438-438: Missing return type annotation for public function test_valid_port_numbers

Add return type annotation: None

(ANN201)

---

438-438: Missing type annotation for function argument port

(ANN001)

---

443-443: Missing return type annotation for public function test_invalid_port_numbers

Add return type annotation: None

(ANN201)

---

443-443: Missing type annotation for function argument port

(ANN001)

---

450-450: Trailing comma missing

Add trailing comma

(COM812)

---

452-452: Missing return type annotation for public function test_valid_urls

Add return type annotation: None

(ANN201)

---

452-452: Missing type annotation for function argument url

(ANN001)

---

469-469: Trailing comma missing

Add trailing comma

(COM812)

---

471-471: Missing return type annotation for public function test_invalid_urls

Add return type annotation: None

(ANN201)

---

471-471: Missing type annotation for function argument url

(ANN001)

---

489-489: Missing return type annotation for public function test_concurrent_config_access

Add return type annotation: None

(ANN201)

---

489-489: Missing type annotation for function argument temp_config_dir

(ANN001)

---

489-489: Missing type annotation for function argument sample_json_config

(ANN001)

---

492-492: time imported but unused

Remove unused import: time

(F401)

---

501-501: Missing return type annotation for private function read_config

Add return type annotation: None

(ANN202)

---

503-503: Unnecessary mode argument

Remove mode argument

(UP015)

---

506-506: Do not catch blind exception: Exception

(BLE001)

test_utils_helpers.py

1-1: Shebang is present but file is not executable

(EXE001)

---

27-27: Trailing comma missing

Add trailing comma

(COM812)

---

34-34: Missing return type annotation for public function test_valid_json_string

Add return type annotation: None

(ANN201)

---

40-40: Missing return type annotation for public function test_valid_json_array

Add return type annotation: None

(ANN201)

---

46-46: Missing return type annotation for public function test_invalid_json_string

Add return type annotation: None

(ANN201)

---

52-52: Missing return type annotation for public function test_completely_malformed_json

Add return type annotation: None

(ANN201)

---

58-58: Missing return type annotation for public function test_none_input

Add return type annotation: None

(ANN201)

---

63-63: Missing return type annotation for public function test_empty_string

Add return type annotation: None

(ANN201)

---

72-72: Missing return type annotation for public function test_valid_dict

Add return type annotation: None

(ANN201)

---

79-79: Missing return type annotation for public function test_valid_list

Add return type annotation: None

(ANN201)

---

86-86: Missing return type annotation for public function test_custom_indent

Add return type annotation: None

(ANN201)

---

92-92: Missing return type annotation for public function test_complex_object_with_datetime

Add return type annotation: None

(ANN201)

---

95-95: datetime.datetime.now() called without a tz argument

(DTZ005)

---

100-100: Missing return type annotation for public function test_circular_reference

Add return type annotation: None

(ANN201)

---

111-111: Missing return type annotation for public function test_string_input

Add return type annotation: None

(ANN201)

---

119-119: Missing return type annotation for public function test_bytes_input

Add return type annotation: None

(ANN201)

---

126-126: Missing return type annotation for public function test_consistent_hashing

Add return type annotation: None

(ANN201)

---

133-133: Missing return type annotation for public function test_different_inputs_different_hashes

Add return type annotation: None

(ANN201)

---

139-139: Missing return type annotation for public function test_empty_string

Add return type annotation: None

(ANN201)

---

149-149: Missing return type annotation for public function test_successful_function

Add return type annotation: None

(ANN201)

---

151-151: Missing return type annotation for private function success_func

Add return type annotation: str

(ANN202)

---

157-157: Missing return type annotation for public function test_function_succeeds_after_retries

Add return type annotation: None

(ANN201)

---

161-161: Missing return type annotation for private function eventually_succeeds

Add return type annotation: str

(ANN202)

---

164-164: Avoid specifying long messages outside the exception class

(TRY003)

---

171-171: Missing return type annotation for public function test_function_fails_all_retries

Add return type annotation: None

(ANN201)

---

173-173: Missing return type annotation for private function always_fails

Add return type annotation: NoReturn

(ANN202)

---

174-174: Avoid specifying long messages outside the exception class

(TRY003)

---

180-180: Missing return type annotation for public function test_backoff_timing

Add return type annotation: None

(ANN201)

---

180-180: Missing type annotation for function argument mock_sleep

(ANN001)

---

182-182: Missing return type annotation for private function fails_twice

Add return type annotation: str

(ANN202)

---

199-199: Missing return type annotation for public function test_simple_dict

Add return type annotation: None

(ANN201)

---

205-205: Missing return type annotation for public function test_nested_dict

Add return type annotation: None

(ANN201)

---

212-212: Missing return type annotation for public function test_mixed_nested_dict

Add return type annotation: None

(ANN201)

---

217-217: Trailing comma missing

Add trailing comma

(COM812)

---

225-225: Trailing comma missing

Add trailing comma

(COM812)

---

229-229: Missing return type annotation for public function test_with_prefix

Add return type annotation: None

(ANN201)

---

235-235: Missing return type annotation for public function test_empty_dict

Add return type annotation: None

(ANN201)

---

244-244: Missing return type annotation for public function test_create_new_directory

Add return type annotation: None

(ANN201)

---

254-254: Missing return type annotation for public function test_existing_directory

Add return type annotation: None

(ANN201)

---

264-264: Missing return type annotation for public function test_nested_directory_creation

Add return type annotation: None

(ANN201)

---

274-274: Missing return type annotation for public function test_string_path_input

Add return type annotation: None

(ANN201)

---

288-288: Missing return type annotation for public function test_valid_filename

Add return type annotation: None

(ANN201)

---

294-294: Missing return type annotation for public function test_invalid_characters

Add return type annotation: None

(ANN201)

---

300-300: Missing return type annotation for public function test_leading_trailing_spaces_dots

Add return type annotation: None

(ANN201)

---

306-306: Missing return type annotation for public function test_empty_filename

Add return type annotation: None

(ANN201)

---

311-311: Missing return type annotation for public function test_only_invalid_characters

Add return type annotation: None

(ANN201)

---

317-317: Missing return type annotation for public function test_spaces_and_dots_only

Add return type annotation: None

(ANN201)

---

327-327: Missing return type annotation for public function test_simple_merge

Add return type annotation: None

(ANN201)

---

335-335: Missing return type annotation for public function test_overlapping_keys

Add return type annotation: None

(ANN201)

---

343-343: Missing return type annotation for public function test_nested_dict_merge

Add return type annotation: None

(ANN201)

---

351-351: Trailing comma missing

Add trailing comma

(COM812)

---

355-355: Missing return type annotation for public function test_empty_dicts

Add return type annotation: None

(ANN201)

---

360-360: Missing return type annotation for public function test_original_dicts_unchanged

Add return type annotation: None

(ANN201)

---

376-376: Missing return type annotation for public function test_even_chunks

Add return type annotation: None

(ANN201)

---

383-383: Missing return type annotation for public function test_uneven_chunks

Add return type annotation: None

(ANN201)

---

390-390: Missing return type annotation for public function test_chunk_size_larger_than_list

Add return type annotation: None

(ANN201)

---

397-397: Missing return type annotation for public function test_chunk_size_one

Add return type annotation: None

(ANN201)

---

404-404: Missing return type annotation for public function test_empty_list

Add return type annotation: None

(ANN201)

---

409-409: Missing return type annotation for public function test_mixed_data_types

Add return type annotation: None

(ANN201)

---

420-420: Missing return type annotation for public function test_seconds_format

Add return type annotation: None

(ANN201)

---

426-426: Missing return type annotation for public function test_minutes_format

Add return type annotation: None

(ANN201)

---

432-432: Missing return type annotation for public function test_hours_format

Add return type annotation: None

(ANN201)

---

438-438: Missing return type annotation for public function test_edge_cases

Add return type annotation: None

(ANN201)

---

445-445: Missing return type annotation for public function test_large_durations

Add return type annotation: None

(ANN201)

---

457-457: Missing return type annotation for public function test_json_and_hash_integration

Add return type annotation: None

(ANN201)

---

471-471: Missing return type annotation for public function test_file_operations_integration

Add return type annotation: None

(ANN201)

---

488-488: Missing return type annotation for public function test_data_processing_pipeline

Add return type annotation: None

(ANN201)

---

494-494: Trailing comma missing

Add trailing comma

(COM812)

---

496-496: Trailing comma missing

Add trailing comma

(COM812)

---

524-524: Missing return type annotation for public function test_deeply_nested_json_performance

Add return type annotation: None

(ANN201)

---

528-528: Loop control variable i not used within loop body

Rename unused i to _i

(B007)

---

536-536: Loop control variable i not used within loop body

Rename unused i to _i

(B007)

---

541-541: Missing return type annotation for public function test_unicode_and_escape_sequences

Add return type annotation: None

(ANN201)

---

555-555: Missing return type annotation for public function test_json_with_large_numbers

Add return type annotation: None

(ANN201)

---

578-578: Missing return type annotation for public function test_malformed_json_variations

Add return type annotation: None

(ANN201)

---

578-578: Missing type annotation for function argument malformed_json

(ANN001)

---

587-587: Missing return type annotation for public function test_circular_reference_detection

Add return type annotation: None

(ANN201)

---

597-597: Missing return type annotation for public function test_custom_objects_with_str_method

Add return type annotation: None

(ANN201)

---

600-600: Missing return type annotation for special method __init__

Add return type annotation: None

(ANN204)

---

600-600: Missing type annotation for function argument value

(ANN001)

---

603-603: Missing return type annotation for special method __str__

Add return type annotation: str

(ANN204)

---

613-613: Missing return type annotation for public function test_mixed_data_types_edge_cases

Add return type annotation: None

(ANN201)

---

630-630: Missing return type annotation for public function test_performance_large_object

Add return type annotation: None

(ANN201)

---

636-636: Trailing comma missing

Add trailing comma

(COM812)

---

653-653: Missing return type annotation for public function test_hash_distribution

Add return type annotation: None

(ANN201)

---

668-668: Missing return type annotation for public function test_avalanche_effect

Add return type annotation: None

(ANN201)

---

686-686: Missing return type annotation for public function test_hash_consistency_across_runs

Add return type annotation: None

(ANN201)

---

695-695: Missing return type annotation for public function test_empty_and_whitespace_inputs

Add return type annotation: None

(ANN201)

---

709-709: Missing return type annotation for public function test_retry_with_different_exception_types

Add return type annotation: None

(ANN201)

---

719-719: Missing return type annotation for private function failing_function

Add return type annotation: str

(ANN202)

---

731-731: Missing return type annotation for public function test_exponential_backoff_progression

Add return type annotation: None

(ANN201)

---

731-731: Missing type annotation for function argument mock_sleep

(ANN001)

---

735-735: Missing return type annotation for private function always_fails

Add return type annotation: str

(ANN202)

---

738-738: Avoid specifying long messages outside the exception class

(TRY003)

---

749-749: Missing return type annotation for public function test_retry_with_return_values

Add return type annotation: None

(ANN201)

---

754-754: Missing return type annotation for private function function_with_varying_returns

(ANN202)

---

759-759: Avoid specifying long messages outside the exception class

(TRY003)

---

767-767: Missing return type annotation for public function test_retry_timeout_simulation

Add return type annotation: None

(ANN201)

---

771-771: Local variable start_time is assigned to but never used

Remove assignment to unused variable start_time

(F841)

---

774-774: Missing return type annotation for private function time_tracking_function

Add return type annotation: str

(ANN202)

---

777-777: Avoid specifying long messages outside the exception class

(TRY003)

---

795-795: Missing return type annotation for public function test_flatten_with_complex_nested_structures

Add return type annotation: None

(ANN201)

---

802-802: Trailing comma missing

Add trailing comma

(COM812)

---

807-807: Trailing comma missing

Add trailing comma

(COM812)

---

808-808: Trailing comma missing

Add trailing comma

(COM812)

---

814-814: Trailing comma missing

Add trailing comma

(COM812)

---

815-815: Trailing comma missing

Add trailing comma

(COM812)

---

816-816: Trailing comma missing

Add trailing comma

(COM812)

---

829-829: Trailing comma missing

Add trailing comma

(COM812)

---

835-835: Missing return type annotation for public function test_flatten_with_numeric_and_boolean_keys

Add return type annotation: None

(ANN201)

---

841-841: Dictionary key literal True repeated (True hashes to the same value as 1)

(F601)

---

842-842: Trailing comma missing

Add trailing comma

(COM812)

---

843-843: Trailing comma missing

Add trailing comma

(COM812)

---

852-852: Trailing comma missing

Add trailing comma

(COM812)

---

857-857: Missing return type annotation for public function test_flatten_with_custom_separator

Add return type annotation: None

(ANN201)

---

875-875: Missing return type annotation for public function test_flatten_performance_large_dict

Add return type annotation: None

(ANN201)

---

903-903: Missing return type annotation for public function test_ensure_directory_concurrent_creation

Add return type annotation: None

(ANN201)

---

913-913: Missing return type annotation for private function create_directory

Add return type annotation: None

(ANN202)

---

913-913: Missing type annotation for function argument thread_id

(ANN001)

---

917-917: Do not catch blind exception: Exception

(BLE001)

---

937-937: Missing return type annotation for public function test_sanitize_filename_edge_cases

Add return type annotation: None

(ANN201)

---

961-961: Missing return type annotation for public function test_sanitize_filename_preserves_extensions

Add return type annotation: None

(ANN201)

---

981-981: Missing return type annotation for public function test_merge_with_conflicting_types

Add return type annotation: None

(ANN201)

---

986-986: Trailing comma missing

Add trailing comma

(COM812)

---

991-991: Trailing comma missing

Add trailing comma

(COM812)

---

1001-1001: Missing return type annotation for public function test_merge_very_deep_nesting

Add return type annotation: None

(ANN201)

---

1012-1012: Missing return type annotation for public function test_merge_with_none_and_empty_values

Add return type annotation: None

(ANN201)

---

1018-1018: Trailing comma missing

Add trailing comma

(COM812)

---

1024-1024: Trailing comma missing

Add trailing comma

(COM812)

---

1034-1034: Missing return type annotation for public function test_merge_preserves_original_dicts

Add return type annotation: None

(ANN201)

---

1058-1058: Missing return type annotation for public function test_chunk_with_large_lists

Add return type annotation: None

(ANN201)

---

1076-1076: Missing return type annotation for public function test_chunk_memory_efficiency

Add return type annotation: None

(ANN201)

---

1091-1091: Missing return type annotation for public function test_chunk_with_various_data_types

Add return type annotation: None

(ANN201)

---

1096-1096: Unnecessary list literal (rewrite as a set literal)

Rewrite as a set literal

(C405)

---

1096-1096: Trailing comma missing

Add trailing comma

(COM812)

---

1111-1111: Missing return type annotation for public function test_chunk_edge_cases_comprehensive

Add return type annotation: None

(ANN201)

---

1134-1134: Missing return type annotation for public function test_duration_precision_requirements

Add return type annotation: None

(ANN201)

---

1158-1158: Missing return type annotation for public function test_duration_format_consistency

Add return type annotation: None

(ANN201)

---

1180-1180: Missing return type annotation for public function test_duration_extreme_values

Add return type annotation: None

(ANN201)

---

1202-1202: Missing return type annotation for public function test_configuration_management_workflow

Add return type annotation: None

(ANN201)

---

1208-1208: Trailing comma missing

Add trailing comma

(COM812)

---

1213-1213: Trailing comma missing

Add trailing comma

(COM812)

---

1218-1218: Trailing comma missing

Add trailing comma

(COM812)

---

1239-1239: Possible hardcoded password assigned to: "password"

(S105)

---

1248-1248: Missing return type annotation for public function test_data_processing_pipeline_with_retry

Add return type annotation: None

(ANN201)

---

1257-1257: Missing return type annotation for private function process_chunk_with_failure

(ANN202)

---

1257-1257: Missing type annotation for function argument chunk

(ANN001)

---

1261-1261: Avoid specifying long messages outside the exception class

(TRY003)

---

1267-1267: Trailing comma missing

Add trailing comma

(COM812)

---

1269-1269: Unnecessary assignment to processed before return statement

Remove unnecessary assignment

(RET504)

---

1275-1275: Function definition does not bind loop variable chunk

(B023)

---

1277-1277: Trailing comma missing

Add trailing comma

(COM812)

---

1280-1280: Do not catch blind exception: Exception

(BLE001)

---

1294-1294: Missing return type annotation for public function test_file_management_workflow

Add return type annotation: None

(ANN201)

---

1312-1312: Trailing comma missing

Add trailing comma

(COM812)

---

1328-1328: Trailing comma missing

Add trailing comma

(COM812)

---

1357-1357: Missing return type annotation for public function test_concurrent_mixed_operations

Add return type annotation: None

(ANN201)

---

1365-1365: Missing return type annotation for private function worker_thread

Add return type annotation: None

(ANN202)

---

1365-1365: Missing type annotation for function argument thread_id

(ANN001)

---

1378-1378: Standard pseudo-random generators are not suitable for cryptographic purposes

(S311)

---

1384-1384: Do not catch blind exception: Exception

(BLE001)

---

1404-1404: Missing return type annotation for public function test_memory_usage_large_operations

Add return type annotation: None

(ANN201)

---

1414-1414: Local variable time referenced before assignment

(F823)

---

1415-1415: Trailing comma missing

Add trailing comma

(COM812)

---

1450-1450: Trailing comma missing

Add trailing comma

(COM812)

test_llm_continuous_learning_system.py

20-20: json imported but unused

Remove unused import: json

(F401)

---

25-25: unittest.mock.patch imported but unused

Remove unused import

(F401)

---

25-25: unittest.mock.MagicMock imported but unused

Remove unused import

(F401)

---

25-25: unittest.mock.call imported but unused

Remove unused import

(F401)

---

27-27: typing.List is deprecated, use list instead

(UP035)

---

27-27: typing.Dict is deprecated, use dict instead

(UP035)

---

42-42: Missing return type annotation for public function mock_model

(ANN201)

---

52-52: Missing return type annotation for public function mock_data_loader

(ANN201)

---

58-58: Trailing comma missing

Add trailing comma

(COM812)

---

63-63: Missing return type annotation for public function mock_feedback_collector

(ANN201)

---

67-67: datetime.datetime.now() called without a tz argument

(DTZ005)

---

68-68: datetime.datetime.now() called without a tz argument

(DTZ005)

---

69-69: datetime.datetime.now() called without a tz argument

(DTZ005)

---

69-69: Trailing comma missing

Add trailing comma

(COM812)

---

74-74: Missing return type annotation for public function learning_system

(ANN201)

---

74-74: Missing type annotation for function argument mock_model

(ANN001)

---

74-74: Missing type annotation for function argument mock_data_loader

(ANN001)

---

74-74: Missing type annotation for function argument mock_feedback_collector

(ANN001)

---

79-79: Trailing comma missing

Add trailing comma

(COM812)

---

82-82: Missing return type annotation for public function test_successful_initialization_with_defaults

Add return type annotation: None

(ANN201)

---

82-82: Missing type annotation for function argument mock_model

(ANN001)

---

82-82: Missing type annotation for function argument mock_data_loader

(ANN001)

---

82-82: Missing type annotation for function argument mock_feedback_collector

(ANN001)

---

87-87: Trailing comma missing

Add trailing comma

(COM812)

---

102-102: Missing return type annotation for public function test_successful_initialization_with_custom_parameters

Add return type annotation: None

(ANN201)

---

102-102: Missing type annotation for function argument mock_model

(ANN001)

---

102-102: Missing type annotation for function argument mock_data_loader

(ANN001)

---

102-102: Missing type annotation for function argument mock_feedback_collector

(ANN001)

---

110-110: Trailing comma missing

Add trailing comma

(COM812)

---

117-117: Missing return type annotation for public function test_initialization_fails_with_none_model

Add return type annotation: None

(ANN201)

---

117-117: Missing type annotation for function argument mock_data_loader

(ANN001)

---

117-117: Missing type annotation for function argument mock_feedback_collector

(ANN001)

---

123-123: Trailing comma missing

Add trailing comma

(COM812)

---

126-126: Missing return type annotation for public function test_initialization_fails_with_invalid_learning_rate

Add return type annotation: None

(ANN201)

---

126-126: Missing type annotation for function argument mock_model

(ANN001)

---

126-126: Missing type annotation for function argument mock_data_loader

(ANN001)

---

126-126: Missing type annotation for function argument mock_feedback_collector

(ANN001)

---

133-133: Trailing comma missing

Add trailing comma

(COM812)

---

136-136: Missing return type annotation for public function test_initialization_fails_with_zero_learning_rate

Add return type annotation: None

(ANN201)

---

136-136: Missing type annotation for function argument mock_model

(ANN001)

---

136-136: Missing type annotation for function argument mock_data_loader

(ANN001)

---

136-136: Missing type annotation for function argument mock_feedback_collector

(ANN001)

---

143-143: Trailing comma missing

Add trailing comma

(COM812)

---

146-146: Missing return type annotation for public function test_initialization_fails_with_invalid_batch_size

Add return type annotation: None

(ANN201)

---

146-146: Missing type annotation for function argument mock_model

(ANN001)

---

146-146: Missing type annotation for function argument mock_data_loader

(ANN001)

---

146-146: Missing type annotation for function argument mock_feedback_collector

(ANN001)

---

153-153: Trailing comma missing

Add trailing comma

(COM812)

---

156-156: Wrong type passed to first argument of pytest.mark.parametrize; expected tuple

Use a tuple for the first argument

(PT006)

---

160-160: Trailing comma missing

Add trailing comma

(COM812)

---

162-162: Missing return type annotation for public function test_initialization_with_various_valid_parameters

Add return type annotation: None

(ANN201)

---

162-162: Missing type annotation for function argument mock_model

(ANN001)

---

162-162: Missing type annotation for function argument mock_data_loader

(ANN001)

---

162-162: Missing type annotation for function argument mock_feedback_collector

(ANN001)

---

163-163: Missing type annotation for function argument learning_rate

(ANN001)

---

163-163: Missing type annotation for function argument batch_size

(ANN001)

---

163-163: Missing type annotation for function argument max_epochs

(ANN001)

---

171-171: Trailing comma missing

Add trailing comma

(COM812)

---

183-183: Missing return type annotation for public function mock_model

(ANN201)

---

188-188: Missing return type annotation for public function mock_data_loader

(ANN201)

---

193-193: Trailing comma missing

Add trailing comma

(COM812)

---

198-198: Missing return type annotation for public function mock_feedback_collector

(ANN201)

---

203-203: Missing return type annotation for public function learning_system

(ANN201)

---

203-203: Missing type annotation for function argument mock_model

(ANN001)

---

203-203: Missing type annotation for function argument mock_data_loader

(ANN001)

---

203-203: Missing type annotation for function argument mock_feedback_collector

(ANN001)

---

208-208: Trailing comma missing

Add trailing comma

(COM812)

---

211-211: Missing return type annotation for public function test_load_training_data_success

Add return type annotation: None

(ANN201)

---

211-211: Missing type annotation for function argument learning_system

(ANN001)

---

215-215: Trailing comma missing

Add trailing comma

(COM812)

---

224-224: Missing return type annotation for public function test_load_training_data_empty_dataset

Add return type annotation: None

(ANN201)

---

224-224: Missing type annotation for function argument learning_system

(ANN001)

---

231-231: Missing return type annotation for public function test_validate_training_data_valid_data

Add return type annotation: None

(ANN201)

---

231-231: Missing type annotation for function argument learning_system

(ANN001)

---

235-235: Trailing comma missing

Add trailing comma

(COM812)

---

241-241: Missing return type annotation for public function test_validate_training_data_missing_input_key

Add return type annotation: None

(ANN201)

---

241-241: Missing type annotation for function argument learning_system

(ANN001)

---

248-248: Missing return type annotation for public function test_validate_training_data_missing_output_key

Add return type annotation: None

(ANN201)

---

248-248: Missing type annotation for function argument learning_system

(ANN001)

---

255-255: Missing return type annotation for public function test_validate_training_data_empty_input

Add return type annotation: None

(ANN201)

---

255-255: Missing type annotation for function argument learning_system

(ANN001)

---

262-262: Missing return type annotation for public function test_validate_training_data_empty_output

Add return type annotation: None

(ANN201)

---

262-262: Missing type annotation for function argument learning_system

(ANN001)

---

269-269: Missing return type annotation for public function test_validate_training_data_none_input

Add return type annotation: None

(ANN201)

---

269-269: Missing type annotation for function argument learning_system

(ANN001)

---

276-276: Missing return type annotation for public function test_validate_training_data_input_too_long

Add return type annotation: None

(ANN201)

---

276-276: Missing type annotation for function argument learning_system

(ANN001)

---

284-284: Missing return type annotation for public function test_validate_training_data_non_dict_item

Add return type annotation: None

(ANN201)

---

284-284: Missing type annotation for function argument learning_system

(ANN001)

---

291-291: Missing return type annotation for public function test_validate_training_data_unicode_characters

Add return type annotation: None

(ANN201)

---

291-291: Missing type annotation for function argument learning_system

(ANN001)

---

296-296: Trailing comma missing

Add trailing comma

(COM812)

---

302-302: Missing return type annotation for public function test_create_training_batches_even_division

Add return type annotation: None

(ANN201)

---

302-302: Missing type annotation for function argument learning_system

(ANN001)

---

314-314: Missing return type annotation for public function test_create_training_batches_uneven_division

Add return type annotation: None

(ANN201)

---

314-314: Missing type annotation for function argument learning_system

(ANN001)

---

328-328: Missing return type annotation for public function test_create_training_batches_single_batch

Add return type annotation: None

(ANN201)

---

328-328: Missing type annotation for function argument learning_system

(ANN001)

---

344-344: Missing return type annotation for public function mock_model

(ANN201)

---

352-352: Missing return type annotation for public function mock_data_loader

(ANN201)

---

357-357: Trailing comma missing

Add trailing comma

(COM812)

---

362-362: Missing return type annotation for public function mock_feedback_collector

(ANN201)

---

367-367: Missing return type annotation for public function learning_system

(ANN201)

---

367-367: Missing type annotation for function argument mock_model

(ANN001)

---

367-367: Missing type annotation for function argument mock_data_loader

(ANN001)

---

367-367: Missing type annotation for function argument mock_feedback_collector

(ANN001)

---

372-372: Trailing comma missing

Add trailing comma

(COM812)

---

376-376: Missing return type annotation for public function test_fine_tune_model_success

Add return type annotation: None

(ANN201)

---

376-376: Missing type annotation for function argument learning_system

(ANN001)

---

393-393: Missing return type annotation for public function test_fine_tune_model_failure

Add return type annotation: None

(ANN201)

---

393-393: Missing type annotation for function argument learning_system

(ANN001)

---

403-403: Missing return type annotation for public function test_fine_tune_model_concurrent_training_prevention

Add return type annotation: None

(ANN201)

---

403-403: Missing type annotation for function argument learning_system

(ANN001)

---

411-411: Missing return type annotation for public function test_fine_tune_model_updates_statistics

Add return type annotation: None

(ANN201)

---

411-411: Missing type annotation for function argument learning_system

(ANN001)

---

422-422: Missing return type annotation for public function test_evaluate_model_performance_success

Add return type annotation: None

(ANN201)

---

422-422: Missing type annotation for function argument learning_system

(ANN001)

---

432-432: Missing return type annotation for public function test_evaluate_model_performance_failure

Add return type annotation: None

(ANN201)

---

432-432: Missing type annotation for function argument learning_system

(ANN001)

---

442-442: Missing return type annotation for public function test_calculate_learning_metrics_improvement

Add return type annotation: None

(ANN201)

---

442-442: Missing type annotation for function argument learning_system

(ANN001)

---

452-452: Missing return type annotation for public function test_calculate_learning_metrics_degradation

Add return type annotation: None

(ANN201)

---

452-452: Missing type annotation for function argument learning_system

(ANN001)

---

462-462: Missing return type annotation for public function test_calculate_learning_metrics_missing_keys

Add return type annotation: None

(ANN201)

---

462-462: Missing type annotation for function argument learning_system

(ANN001)

---

472-472: Missing return type annotation for public function test_simulate_long_training_success

Add return type annotation: None

(ANN201)

---

472-472: Missing type annotation for function argument learning_system

(ANN001)

---

483-483: Missing return type annotation for public function mock_model

(ANN201)

---

488-488: Missing return type annotation for public function mock_data_loader

(ANN201)

---

493-493: Missing return type annotation for public function mock_feedback_collector

(ANN201)

---

497-497: datetime.datetime.now() called without a tz argument

(DTZ005)

---

498-498: datetime.datetime.now() called without a tz argument

(DTZ005)

---

499-499: datetime.datetime.now() called without a tz argument

(DTZ005)

---

500-500: datetime.datetime.now() called without a tz argument

(DTZ005)

---

501-501: datetime.datetime.now() called without a tz argument

(DTZ005)

---

501-501: Trailing comma missing

Add trailing comma

(COM812)

---

506-506: Missing return type annotation for public function learning_system

(ANN201)

---

506-506: Missing type annotation for function argument mock_model

(ANN001)

---

506-506: Missing type annotation for function argument mock_data_loader

(ANN001)

---

506-506: Missing type annotation for function argument mock_feedback_collector

(ANN001)

---

511-511: Trailing comma missing

Add trailing comma

(COM812)

---

515-515: Missing return type annotation for public function sample_feedback_data

(ANN201)

---

518-518: datetime.datetime.now() called without a tz argument

(DTZ005)

---

519-519: datetime.datetime.now() called without a tz argument

(DTZ005)

---

520-520: datetime.datetime.now() called without a tz argument

(DTZ005)

---

521-521: datetime.datetime.now() called without a tz argument

(DTZ005)

---

522-522: datetime.datetime.now() called without a tz argument

(DTZ005)

---

522-522: Trailing comma missing

Add trailing comma

(COM812)

---

525-525: Missing return type annotation for public function test_collect_feedback_success

Add return type annotation: None

(ANN201)

---

525-525: Missing type annotation for function argument learning_system

(ANN001)

---

535-535: Missing return type annotation for public function test_collect_feedback_empty_results

Add return type annotation: None

(ANN201)

---

535-535: Missing type annotation for function argument learning_system

(ANN001)

---

544-544: Missing return type annotation for public function test_filter_high_quality_feedback_default_threshold

Add return type annotation: None

(ANN201)

---

544-544: Missing type annotation for function argument learning_system

(ANN001)

---

544-544: Missing type annotation for function argument sample_feedback_data

(ANN001)

---

551-551: Missing return type annotation for public function test_filter_high_quality_feedback_custom_threshold

Add return type annotation: None

(ANN201)

---

551-551: Missing type annotation for function argument learning_system

(ANN001)

---

551-551: Missing type annotation for function argument sample_feedback_data

(ANN001)

---

558-558: Missing return type annotation for public function test_filter_high_quality_feedback_high_threshold

Add return type annotation: None

(ANN201)

---

558-558: Missing type annotation for function argument learning_system

(ANN001)

---

558-558: Missing type annotation for function argument sample_feedback_data

(ANN001)

---

564-564: Missing return type annotation for public function test_filter_high_quality_feedback_invalid_threshold

Add return type annotation: None

(ANN201)

---

564-564: Missing type annotation for function argument learning_system

(ANN001)

---

564-564: Missing type annotation for function argument sample_feedback_data

(ANN001)

---

569-569: Missing return type annotation for public function test_filter_high_quality_feedback_negative_threshold

Add return type annotation: None

(ANN201)

---

569-569: Missing type annotation for function argument learning_system

(ANN001)

---

569-569: Missing type annotation for function argument sample_feedback_data

(ANN001)

---

574-574: Missing return type annotation for public function test_filter_high_quality_feedback_missing_rating

Add return type annotation: None

(ANN201)

---

574-574: Missing type annotation for function argument learning_system

(ANN001)

---

578-578: Trailing comma missing

Add trailing comma

(COM812)

---

586-586: Wrong type passed to first argument of pytest.mark.parametrize; expected tuple

Use a tuple for the first argument

(PT006)

---

593-593: Missing return type annotation for public function test_filter_high_quality_feedback_various_thresholds

Add return type annotation: None

(ANN201)

---

593-593: Missing type annotation for function argument learning_system

(ANN001)

---

593-593: Missing type annotation for function argument sample_feedback_data

(ANN001)

---

594-594: Missing type annotation for function argument min_rating

(ANN001)

---

594-594: Missing type annotation for function argument expected_count

(ANN001)

---

606-606: Missing return type annotation for public function mock_model

(ANN201)

---

612-612: Trailing comma missing

Add trailing comma

(COM812)

---

617-617: Missing return type annotation for public function mock_data_loader

(ANN201)

---

621-621: Trailing comma missing

Add trailing comma

(COM812)

---

626-626: Missing return type annotation for public function mock_feedback_collector

(ANN201)

---

632-632: Trailing comma missing

Add trailing comma

(COM812)

---

637-637: Missing return type annotation for public function learning_system

(ANN201)

---

637-637: Missing type annotation for function argument mock_model

(ANN001)

---

637-637: Missing type annotation for function argument mock_data_loader

(ANN001)

---

637-637: Missing type annotation for function argument mock_feedback_collector

(ANN001)

---

642-642: Trailing comma missing

Add trailing comma

(COM812)

---

646-646: Missing return type annotation for public function test_continuous_learning_cycle_success

Add return type annotation: None

(ANN201)

---

646-646: Missing type annotation for function argument learning_system

(ANN001)

---

659-659: Missing return type annotation for public function test_continuous_learning_cycle_no_feedback

Add return type annotation: None

(ANN201)

---

659-659: Missing type annotation for function argument learning_system

(ANN001)

---

669-669: Missing return type annotation for public function test_continuous_learning_cycle_no_high_quality_feedback

Add return type annotation: None

(ANN201)

---

669-669: Missing type annotation for function argument learning_system

(ANN001)

---

673-673: Trailing comma missing

Add trailing comma

(COM812)

---

682-682: Missing return type annotation for public function test_continuous_learning_cycle_training_failure

Add return type annotation: None

(ANN201)

---

682-682: Missing type annotation for function argument learning_system

(ANN001)

---

690-690: Missing return type annotation for public function test_continuous_learning_cycle_evaluation_failure

Add return type annotation: None

(ANN201)

---

690-690: Missing type annotation for function argument learning_system

(ANN001)

---

702-702: Missing return type annotation for public function mock_model

(ANN201)

---

710-710: Missing return type annotation for public function mock_data_loader

(ANN201)

---

715-715: Missing return type annotation for public function mock_feedback_collector

(ANN201)

---

720-720: Missing return type annotation for public function learning_system

(ANN201)

---

720-720: Missing type annotation for function argument mock_model

(ANN001)

---

720-720: Missing type annotation for function argument mock_data_loader

(ANN001)

---

720-720: Missing type annotation for function argument mock_feedback_collector

(ANN001)

---

725-725: Trailing comma missing

Add trailing comma

(COM812)

---

728-728: Missing return type annotation for public function test_save_model_checkpoint_success

Add return type annotation: None

(ANN201)

---

728-728: Missing type annotation for function argument learning_system

(ANN001)

---

730-730: Probable insecure usage of temporary file or directory: "/tmp/test_checkpoint.pkl"

(S108)

---

736-736: Missing return type annotation for public function test_load_model_checkpoint_success

Add return type annotation: None

(ANN201)

---

736-736: Missing type annotation for function argument learning_system

(ANN001)

---

748-748: Missing return type annotation for public function test_load_model_checkpoint_file_not_found

Add return type annotation: None

(ANN201)

---

748-748: Missing type annotation for function argument learning_system

(ANN001)

---

750-750: Probable insecure usage of temporary file or directory: "/tmp/nonexistent_checkpoint.pkl"

(S108)

---

755-755: Missing return type annotation for public function test_save_checkpoint_with_various_paths

Add return type annotation: None

(ANN201)

---

755-755: Missing type annotation for function argument learning_system

(ANN001)

---

758-758: Probable insecure usage of temporary file or directory: "/tmp/checkpoint1.pkl"

(S108)

---

761-761: Trailing comma missing

Add trailing comma

(COM812)

---

773-773: Missing return type annotation for public function mock_model

(ANN201)

---

778-778: Missing return type annotation for public function mock_data_loader

(ANN201)

---

783-783: Missing return type annotation for public function mock_feedback_collector

(ANN201)

---

788-788: Missing return type annotation for public function learning_system

(ANN201)

---

788-788: Missing type annotation for function argument mock_model

(ANN001)

---

788-788: Missing type annotation for function argument mock_data_loader

(ANN001)

---

788-788: Missing type annotation for function argument mock_feedback_collector

(ANN001)

---

793-793: Trailing comma missing

Add trailing comma

(COM812)

---

796-796: Missing return type annotation for public function test_get_system_statistics_initial_state

Add return type annotation: None

(ANN201)

---

796-796: Missing type annotation for function argument learning_system

(ANN001)

---

807-807: Missing return type annotation for public function test_get_system_statistics_after_updates

Add return type annotation: None

(ANN201)

---

807-807: Missing type annotation for function argument learning_system

(ANN001)

---

814-814: datetime.datetime.now() called without a tz argument

(DTZ005)

---

826-826: Missing return type annotation for public function test_reset_learning_history

Add return type annotation: None

(ANN201)

---

826-826: Missing type annotation for function argument learning_system

(ANN001)

---

832-832: datetime.datetime.now() called without a tz argument

(DTZ005)

---

842-842: Missing return type annotation for public function test_memory_management

Add return type annotation: None

(ANN201)

---

842-842: Missing type annotation for function argument learning_system

(ANN001)

---

857-857: Missing return type annotation for public function mock_model

(ANN201)

---

862-862: Missing return type annotation for public function mock_data_loader

(ANN201)

---

867-867: Missing return type annotation for public function mock_feedback_collector

(ANN201)

---

872-872: Missing return type annotation for public function learning_system

(ANN201)

---

872-872: Missing type annotation for function argument mock_model

(ANN001)

---

872-872: Missing type annotation for function argument mock_data_loader

(ANN001)

---

872-872: Missing type annotation for function argument mock_feedback_collector

(ANN001)

---

877-877: Trailing comma missing

Add trailing comma

(COM812)

---

880-880: Missing return type annotation for public function test_validate_configuration_valid_config

Add return type annotation: None

(ANN201)

---

880-880: Missing type annotation for function argument learning_system

(ANN001)

---

885-885: Trailing comma missing

Add trailing comma

(COM812)

---

891-891: Missing return type annotation for public function test_validate_configuration_missing_learning_rate

Add return type annotation: None

(ANN201)

---

891-891: Missing type annotation for function argument learning_system

(ANN001)

---

895-895: Trailing comma missing

Add trailing comma

(COM812)

---

901-901: Missing return type annotation for public function test_validate_configuration_missing_batch_size

Add return type annotation: None

(ANN201)

---

901-901: Missing type annotation for function argument learning_system

(ANN001)

---

905-905: Trailing comma missing

Add trailing comma

(COM812)

---

911-911: Missing return type annotation for public function test_validate_configuration_missing_max_epochs

Add return type annotation: None

(ANN201)

---

911-911: Missing type annotation for function argument learning_system

(ANN001)

---

915-915: Trailing comma missing

Add trailing comma

(COM812)

---

921-921: Missing return type annotation for public function test_validate_configuration_negative_learning_rate

Add return type annotation: None

(ANN201)

---

921-921: Missing type annotation for function argument learning_system

(ANN001)

---

926-926: Trailing comma missing

Add trailing comma

(COM812)

---

932-932: Missing return type annotation for public function test_validate_configuration_zero_batch_size

Add return type annotation: None

(ANN201)

---

932-932: Missing type annotation for function argument learning_system

(ANN001)

---

937-937: Trailing comma missing

Add trailing comma

(COM812)

---

943-943: Missing return type annotation for public function test_validate_configuration_negative_max_epochs

Add return type annotation: None

(ANN201)

---

943-943: Missing type annotation for function argument learning_system

(ANN001)

---

948-948: Trailing comma missing

Add trailing comma

(COM812)

---

954-954: Wrong type passed to first argument of pytest.mark.parametrize; expected tuple

Use a tuple for the first argument

(PT006)

---

961-961: Missing return type annotation for public function test_validate_configuration_various_values

Add return type annotation: None

(ANN201)

---

961-961: Missing type annotation for function argument learning_system

(ANN001)

---

961-961: Missing type annotation for function argument config

(ANN001)

---

961-961: Missing type annotation for function argument expected

(ANN001)

---

971-971: Missing return type annotation for public function mock_model

(ANN201)

---

979-979: Missing return type annotation for public function mock_data_loader

(ANN201)

---

983-983: Trailing comma missing

Add trailing comma

(COM812)

---

988-988: Missing return type annotation for public function mock_feedback_collector

(ANN201)

---

993-993: Missing return type annotation for public function learning_system

(ANN201)

---

993-993: Missing type annotation for function argument mock_model

(ANN001)

---

993-993: Missing type annotation for function argument mock_data_loader

(ANN001)

---

993-993: Missing type annotation for function argument mock_feedback_collector

(ANN001)

---

998-998: Trailing comma missing

Add trailing comma

(COM812)

---

1001-1001: Missing return type annotation for public function test_thread_safety_statistics_access

Add return type annotation: None

(ANN201)

---

1001-1001: Missing type annotation for function argument learning_system

(ANN001)

---

1006-1006: Missing return type annotation for private function worker

Add return type annotation: None

(ANN202)

---

1012-1012: Do not catch blind exception: Exception

(BLE001)

---

1032-1032: Missing return type annotation for public function test_training_lock_mechanism

Add return type annotation: None

(ANN201)

---

1032-1032: Missing type annotation for function argument learning_system

(ANN001)

---

1047-1047: Missing return type annotation for public function test_concurrent_statistics_updates

Add return type annotation: None

(ANN201)

---

1047-1047: Missing type annotation for function argument learning_system

(ANN001)

---

1049-1049: Missing return type annotation for private function update_worker

Add return type annotation: None

(ANN202)

---

1050-1050: Loop control variable i not used within loop body

Rename unused i to _i

(B007)

---

1072-1072: Missing return type annotation for public function mock_model

(ANN201)

---

1077-1077: Missing return type annotation for public function mock_data_loader

(ANN201)

---

1082-1082: Missing return type annotation for public function mock_feedback_collector

(ANN201)

---

1087-1087: Missing return type annotation for public function learning_system

(ANN201)

---

1087-1087: Missing type annotation for function argument mock_model

(ANN001)

---

1087-1087: Missing type annotation for function argument mock_data_loader

(ANN001)

---

1087-1087: Missing type annotation for function argument mock_feedback_collector

(ANN001)

---

1092-1092: Trailing comma missing

Add trailing comma

(COM812)

---

1095-1095: Missing return type annotation for public function test_edge_case_very_large_input

Add return type annotation: None

(ANN201)

---

1095-1095: Missing type annotation for function argument learning_system

(ANN001)

---

1105-1105: Missing return type annotation for public function test_edge_case_empty_strings

Add return type annotation: None

(ANN201)

---

1105-1105: Missing type annotation for function argument learning_system

(ANN001)

---

1110-1110: Trailing comma missing

Add trailing comma

(COM812)

---

1116-1116: Missing return type annotation for public function test_edge_case_none_values

Add return type annotation: None

(ANN201)

---

1116-1116: Missing type annotation for function argument learning_system

(ANN001)

---

1120-1120: Trailing comma missing

Add trailing comma

(COM812)

---

1126-1126: Missing return type annotation for public function test_edge_case_extreme_ratings

Add return type annotation: None

(ANN201)

---

1126-1126: Missing type annotation for function argument learning_system

(ANN001)

---

1131-1131: Trailing comma missing

Add trailing comma

(COM812)

---

1138-1138: Missing return type annotation for public function test_edge_case_unicode_and_emoji_handling

Add return type annotation: None

(ANN201)

---

1138-1138: Missing type annotation for function argument learning_system

(ANN001)

---

1144-1144: Trailing comma missing

Add trailing comma

(COM812)

---

1151-1151: Missing return type annotation for public function test_edge_case_very_small_batch_size

Add return type annotation: None

(ANN201)

---

1151-1151: Missing type annotation for function argument learning_system

(ANN001)

---

1162-1162: Missing return type annotation for public function test_edge_case_batch_size_larger_than_data

Add return type annotation: None

(ANN201)

---

1162-1162: Missing type annotation for function argument learning_system

(ANN001)

---

1173-1173: Missing return type annotation for public function test_error_count_incrementation

Add return type annotation: None

(ANN201)

---

1173-1173: Missing type annotation for function argument learning_system

(ANN001)

---

1178-1181: Use contextlib.suppress(Exception) instead of try-except-pass

Replace with contextlib.suppress(Exception)

(SIM105)

---

1180-1181: try-except-pass detected, consider logging the exception

(S110)

---

1180-1180: Do not catch blind exception: Exception

(BLE001)

---

1191-1191: Missing return type annotation for public function test_end_to_end_learning_pipeline

Add return type annotation: None

(ANN201)

---

1196-1196: Missing return type annotation for public function test_real_model_fine_tuning

Add return type annotation: None

(ANN201)

---

1201-1201: Missing return type annotation for public function test_database_persistence

Add return type annotation: None

(ANN201)

---

1210-1210: Missing return type annotation for public function test_large_dataset_processing

Add return type annotation: None

(ANN201)

---

1215-1215: Missing return type annotation for public function test_memory_usage_under_load

Add return type annotation: None

(ANN201)

---

1220-1220: Missing return type annotation for public function test_concurrent_training_performance

Add return type annotation: None

(ANN201)

---

1226-1226: Use list instead of List for type annotation

Replace with list

(UP006)

---

1226-1226: Use dict instead of Dict for type annotation

Replace with dict

(UP006)

---

1234-1234: Undefined name Tuple

(F821)

---

1234-1234: Use list instead of List for type annotation

Replace with list

(UP006)

---

1234-1234: Use dict instead of Dict for type annotation

Replace with dict

(UP006)

---

1242-1242: datetime.datetime.now() called without a tz argument

(DTZ005)

---

1242-1242: Trailing comma missing

Add trailing comma

(COM812)

---

1254-1254: Missing return type annotation for public function pytest_configure

Add return type annotation: None

(ANN201)

---

1254-1254: Missing type annotation for function argument config

(ANN001)

🪛 Pylint (3.3.7)

run_comprehensive_tests.py

[convention] 15-15: Trailing whitespace

(C0303)

---

[convention] 19-19: Trailing whitespace

(C0303)

---

[convention] 24-24: Trailing whitespace

(C0303)

---

[convention] 31-31: Trailing whitespace

(C0303)

---

[convention] 35-35: Trailing whitespace

(C0303)

---

[convention] 40-40: Trailing whitespace

(C0303)

---

[convention] 47-47: Trailing whitespace

(C0303)

---

[convention] 58-58: Final newline missing

(C0304)

---

[warning] 18-23: 'subprocess.run' used without explicitly defining the value for 'check'.

(W1510)

---

[warning] 34-39: 'subprocess.run' used without explicitly defining the value for 'check'.

(W1510)

---

[refactor] 50-55: Unnecessary "else" after "return", remove the "else" and de-indent the code inside it

(R1705)

---

[warning] 9-9: Unused import time

(W0611)

test_github_workflows.py

[convention] 17-17: Trailing whitespace

(C0303)

---

[convention] 117-117: Trailing whitespace

(C0303)

---

[convention] 136-136: Trailing whitespace

(C0303)

---

[convention] 145-145: Trailing whitespace

(C0303)

---

[convention] 158-158: Trailing whitespace

(C0303)

---

[convention] 166-166: Trailing whitespace

(C0303)

---

[convention] 170-170: Trailing whitespace

(C0303)

---

[convention] 175-175: Trailing whitespace

(C0303)

---

[convention] 181-181: Trailing whitespace

(C0303)

---

[convention] 189-189: Trailing whitespace

(C0303)

---

[convention] 196-196: Trailing whitespace

(C0303)

---

[convention] 209-209: Trailing whitespace

(C0303)

---

[convention] 213-213: Trailing whitespace

(C0303)

---

[convention] 221-221: Trailing whitespace

(C0303)

---

[convention] 235-235: Trailing whitespace

(C0303)

---

[convention] 243-243: Trailing whitespace

(C0303)

---

[convention] 248-248: Trailing whitespace

(C0303)

---

[convention] 256-256: Trailing whitespace

(C0303)

---

[convention] 268-268: Trailing whitespace

(C0303)

---

[convention] 271-271: Trailing whitespace

(C0303)

---

[convention] 289-289: Trailing whitespace

(C0303)

---

[convention] 293-293: Trailing whitespace

(C0303)

---

[convention] 301-301: Trailing whitespace

(C0303)

---

[convention] 310-310: Trailing whitespace

(C0303)

---

[convention] 319-319: Trailing whitespace

(C0303)

---

[convention] 329-329: Trailing whitespace

(C0303)

---

[convention] 334-334: Trailing whitespace

(C0303)

---

[convention] 338-338: Trailing whitespace

(C0303)

---

[convention] 349-349: Trailing whitespace

(C0303)

---

[convention] 373-373: Trailing whitespace

(C0303)

---

[convention] 380-380: Trailing whitespace

(C0303)

---

[convention] 386-386: Trailing whitespace

(C0303)

---

[convention] 393-393: Trailing whitespace

(C0303)

---

[convention] 399-399: Trailing whitespace

(C0303)

---

[convention] 406-406: Trailing whitespace

(C0303)

---

[convention] 412-412: Trailing whitespace

(C0303)

---

[convention] 418-418: Trailing whitespace

(C0303)

---

[convention] 434-434: Trailing whitespace

(C0303)

---

[convention] 443-443: Trailing whitespace

(C0303)

---

[convention] 455-455: Trailing whitespace

(C0303)

---

[convention] 462-462: Trailing whitespace

(C0303)

---

[convention] 478-478: Trailing whitespace

(C0303)

---

[convention] 482-482: Trailing whitespace

(C0303)

---

[convention] 495-495: Trailing whitespace

(C0303)

---

[convention] 502-502: Trailing whitespace

(C0303)

---

[convention] 506-506: Trailing whitespace

(C0303)

---

[convention] 511-511: Trailing whitespace

(C0303)

---

[convention] 519-519: Trailing whitespace

(C0303)

---

[convention] 527-527: Trailing whitespace

(C0303)

---

[convention] 530-530: Trailing whitespace

(C0303)

---

[convention] 532-532: Trailing whitespace

(C0303)

---

[convention] 541-541: Trailing whitespace

(C0303)

---

[convention] 546-546: Trailing whitespace

(C0303)

---

[convention] 551-551: Trailing whitespace

(C0303)

---

[convention] 558-558: Trailing whitespace

(C0303)

---

[convention] 566-566: Trailing whitespace

(C0303)

---

[convention] 575-575: Trailing whitespace

(C0303)

---

[convention] 585-585: Trailing whitespace

(C0303)

---

[convention] 592-592: Trailing whitespace

(C0303)

---

[convention] 600-600: Trailing whitespace

(C0303)

---

[convention] 603-603: Trailing whitespace

(C0303)

---

[convention] 617-617: Trailing whitespace

(C0303)

---

[convention] 624-624: Trailing whitespace

(C0303)

---

[convention] 632-632: Trailing whitespace

(C0303)

---

[convention] 673-673: Trailing whitespace

(C0303)

---

[convention] 681-681: Trailing whitespace

(C0303)

---

[convention] 690-690: Trailing whitespace

(C0303)

---

[convention] 697-697: Trailing whitespace

(C0303)

---

[convention] 740-740: Trailing whitespace

(C0303)

---

[convention] 785-785: Trailing whitespace

(C0303)

---

[convention] 793-793: Final newline missing

(C0304)

---

[warning] 205-205: Unused argument 'step_type'

(W0613)

---

[warning] 257-257: Unused variable 'job_name'

(W0612)

---

[warning] 273-273: Unused variable 'job_name'

(W0612)

---

[warning] 313-313: Using open without explicitly specifying an encoding

(W1514)

---

[warning] 556-556: Catching too general exception Exception

(W0718)

---

[convention] 587-587: Import outside toplevel (time)

(C0415)

---

[convention] 599-599: Import outside toplevel (sys)

(C0415)

---

[warning] 599-599: Unused import sys

(W0611)

---

[convention] 7-7: standard import "json" should be placed before third party import "pytest"

(C0411)

---

[convention] 9-9: standard import "os" should be placed before third party imports "pytest", "yaml"

(C0411)

---

[convention] 10-10: standard import "unittest.mock.Mock" should be placed before third party imports "pytest", "yaml"

(C0411)

---

[convention] 11-11: standard import "pathlib.Path" should be placed before third party imports "pytest", "yaml"

(C0411)

---

[convention] 12-12: standard import "typing.Dict" should be placed before third party imports "pytest", "yaml"

(C0411)

---

[warning] 7-7: Unused import json

(W0611)

---

[warning] 9-9: Unused import os

(W0611)

---

[warning] 10-10: Unused Mock imported from unittest.mock

(W0611)

---

[warning] 10-10: Unused mock_open imported from unittest.mock

(W0611)

---

[warning] 12-12: Unused Dict imported from typing

(W0611)

---

[warning] 12-12: Unused List imported from typing

(W0611)

---

[warning] 12-12: Unused Any imported from typing

(W0611)

test_config_files.py

[convention] 14-14: Trailing whitespace

(C0303)

---

[convention] 20-20: Trailing whitespace

(C0303)

---

[convention] 40-40: Trailing whitespace

(C0303)

---

[convention] 57-57: Trailing whitespace

(C0303)

---

[convention] 80-80: Trailing whitespace

(C0303)

---

[convention] 86-86: Trailing whitespace

(C0303)

---

[convention] 89-89: Trailing whitespace

(C0303)

---

[convention] 94-94: Trailing whitespace

(C0303)

---

[convention] 100-100: Trailing whitespace

(C0303)

---

[convention] 104-104: Trailing whitespace

(C0303)

---

[convention] 110-110: Trailing whitespace

(C0303)

---

[convention] 113-113: Trailing whitespace

(C0303)

---

[convention] 115-115: Trailing whitespace

(C0303)

---

[convention] 121-121: Trailing whitespace

(C0303)

---

[convention] 124-124: Trailing whitespace

(C0303)

---

[convention] 127-127: Trailing whitespace

(C0303)

---

[convention] 131-131: Trailing whitespace

(C0303)

---

[convention] 135-135: Trailing whitespace

(C0303)

---

[convention] 146-146: Trailing whitespace

(C0303)

---

[convention] 150-150: Trailing whitespace

(C0303)

---

[convention] 153-153: Trailing whitespace

(C0303)

---

[convention] 164-164: Trailing whitespace

(C0303)

---

[convention] 170-170: Trailing whitespace

(C0303)

---

[convention] 173-173: Trailing whitespace

(C0303)

---

[convention] 177-177: Trailing whitespace

(C0303)

---

[convention] 183-183: Trailing whitespace

(C0303)

---

[convention] 187-187: Trailing whitespace

(C0303)

---

[convention] 203-203: Trailing whitespace

(C0303)

---

[convention] 207-207: Trailing whitespace

(C0303)

---

[convention] 210-210: Trailing whitespace

(C0303)

---

[convention] 215-215: Trailing whitespace

(C0303)

---

[convention] 221-221: Trailing whitespace

(C0303)

---

[convention] 224-224: Trailing whitespace

(C0303)

---

[convention] 230-230: Trailing whitespace

(C0303)

---

[convention] 236-236: Trailing whitespace

(C0303)

---

[convention] 239-239: Trailing whitespace

(C0303)

---

[convention] 243-243: Trailing whitespace

(C0303)

---

[convention] 249-249: Trailing whitespace

(C0303)

---

[convention] 252-252: Trailing whitespace

(C0303)

---

[convention] 255-255: Trailing whitespace

(C0303)

---

[convention] 258-258: Trailing whitespace

(C0303)

---

[convention] 264-264: Trailing whitespace

(C0303)

---

[convention] 267-267: Trailing whitespace

(C0303)

---

[convention] 270-270: Trailing whitespace

(C0303)

---

[convention] 273-273: Trailing whitespace

(C0303)

---

[convention] 282-282: Trailing whitespace

(C0303)

---

[convention] 286-286: Trailing whitespace

(C0303)

---

[convention] 289-289: Trailing whitespace

(C0303)

---

[convention] 296-296: Trailing whitespace

(C0303)

---

[convention] 300-300: Trailing whitespace

(C0303)

---

[convention] 304-304: Trailing whitespace

(C0303)

---

[convention] 310-310: Trailing whitespace

(C0303)

---

[convention] 313-313: Trailing whitespace

(C0303)

---

[convention] 321-321: Trailing whitespace

(C0303)

---

[convention] 332-332: Trailing whitespace

(C0303)

---

[convention] 337-337: Trailing whitespace

(C0303)

---

[convention] 341-341: Trailing whitespace

(C0303)

---

[convention] 345-345: Trailing whitespace

(C0303)

---

[convention] 349-349: Trailing whitespace

(C0303)

---

[convention] 352-352: Trailing whitespace

(C0303)

---

[convention] 356-356: Trailing whitespace

(C0303)

---

[convention] 360-360: Trailing whitespace

(C0303)

---

[convention] 362-362: Trailing whitespace

(C0303)

---

[convention] 367-367: Trailing whitespace

(C0303)

---

[convention] 370-370: Trailing whitespace

(C0303)

---

[convention] 373-373: Trailing whitespace

(C0303)

---

[convention] 376-376: Trailing whitespace

(C0303)

---

[convention] 380-380: Trailing whitespace

(C0303)

---

[convention] 383-383: Trailing whitespace

(C0303)

---

[convention] 386-386: Line too long (105/100)

(C0301)

---

[convention] 390-390: Trailing whitespace

(C0303)

---

[convention] 398-398: Trailing whitespace

(C0303)

---

[convention] 402-402: Trailing whitespace

(C0303)

---

[convention] 406-406: Trailing whitespace

(C0303)

---

[convention] 409-409: Trailing whitespace

(C0303)

---

[convention] 412-412: Trailing whitespace

(C0303)

---

[convention] 414-414: Trailing whitespace

(C0303)

---

[convention] 417-417: Trailing whitespace

(C0303)

---

[convention] 423-423: Trailing whitespace

(C0303)

---

[convention] 429-429: Trailing whitespace

(C0303)

---

[convention] 436-436: Trailing whitespace

(C0303)

---

[convention] 441-441: Trailing whitespace

(C0303)

---

[convention] 445-445: Unnecessary parens after 'not' keyword

(C0325)

---

[convention] 446-446: Trailing whitespace

(C0303)

---

[convention] 462-462: Trailing whitespace

(C0303)

---

[convention] 464-464: Trailing whitespace

(C0303)

---

[convention] 481-481: Trailing whitespace

(C0303)

---

[convention] 488-488: Trailing whitespace

(C0303)

---

[convention] 493-493: Trailing whitespace

(C0303)

---

[convention] 497-497: Trailing whitespace

(C0303)

---

[convention] 500-500: Trailing whitespace

(C0303)

---

[convention] 508-508: Trailing whitespace

(C0303)

---

[convention] 510-510: Trailing whitespace

(C0303)

---

[convention] 513-513: Trailing whitespace

(C0303)

---

[convention] 516-516: Trailing whitespace

(C0303)

---

[convention] 523-523: Final newline missing

(C0304)

---

[convention] 1-1: Missing module docstring

(C0114)

---

[warning] 84-84: Using open without explicitly specifying an encoding

(W1514)

---

[warning] 87-87: Using open without explicitly specifying an encoding

(W1514)

---

[warning] 98-98: Using open without explicitly specifying an encoding

(W1514)

---

[warning] 102-102: Using open without explicitly specifying an encoding

(W1514)

---

[warning] 108-108: Using open without explicitly specifying an encoding

(W1514)

---

[warning] 111-111: Using open without explicitly specifying an encoding

(W1514)

---

[warning] 122-122: Using open without explicitly specifying an encoding

(W1514)

---

[warning] 125-125: Using open without explicitly specifying an encoding

(W1514)

---

[warning] 148-148: Using open without explicitly specifying an encoding

(W1514)

---

[warning] 151-151: Using open without explicitly specifying an encoding

(W1514)

---

[warning] 168-168: Using open without explicitly specifying an encoding

(W1514)

---

[warning] 171-171: Using open without explicitly specifying an encoding

(W1514)

---

[warning] 181-181: Using open without explicitly specifying an encoding

(W1514)

---

[warning] 185-185: Using open without explicitly specifying an encoding

(W1514)

---

[warning] 205-205: Using open without explicitly specifying an encoding

(W1514)

---

[warning] 208-208: Using open without explicitly specifying an encoding

(W1514)

---

[warning] 219-219: Using open without explicitly specifying an encoding

(W1514)

---

[warning] 222-222: Using open without explicitly specifying an encoding

(W1514)

---

[warning] 234-234: Using open without explicitly specifying an encoding

(W1514)

---

[warning] 247-247: Using open without explicitly specifying an encoding

(W1514)

---

[warning] 262-262: Using open without explicitly specifying an encoding

(W1514)

---

[warning] 284-284: Using open without explicitly specifying an encoding

(W1514)

---

[warning] 302-302: Using open without explicitly specifying an encoding

(W1514)

---

[warning] 308-308: Using open without explicitly specifying an encoding

(W1514)

---

[warning] 316-316: Using open without explicitly specifying an encoding

(W1514)

---

[warning] 323-323: Redefining name 'mock_open' from outer scope (line 7)

(W0621)

---

[warning] 326-326: Using open without explicitly specifying an encoding

(W1514)

---

[warning] 323-323: Unused argument 'mock_open'

(W0613)

---

[warning] 339-339: Using open without explicitly specifying an encoding

(W1514)

---

[warning] 343-343: Using open without explicitly specifying an encoding

(W1514)

---

[warning] 343-343: Using open without explicitly specifying an encoding

(W1514)

---

[warning] 350-350: Using open without explicitly specifying an encoding

(W1514)

---

[warning] 354-354: Using open without explicitly specifying an encoding

(W1514)

---

[warning] 354-354: Using open without explicitly specifying an encoding

(W1514)

---

[warning] 358-358: Using open without explicitly specifying an encoding

(W1514)

---

[warning] 371-371: Using open without explicitly specifying an encoding

(W1514)

---

[warning] 374-374: Using open without explicitly specifying an encoding

(W1514)

---

[warning] 378-378: Using open without explicitly specifying an encoding

(W1514)

---

[warning] 381-381: Using open without explicitly specifying an encoding

(W1514)

---

[warning] 404-404: Using open without explicitly specifying an encoding

(W1514)

---

[convention] 407-407: Import outside toplevel (time)

(C0415)

---

[warning] 410-410: Using open without explicitly specifying an encoding

(W1514)

---

[warning] 421-421: Using open without explicitly specifying an encoding

(W1514)

---

[warning] 427-427: Using open without explicitly specifying an encoding

(W1514)

---

[convention] 454-454: Import outside toplevel (re)

(C0415)

---

[convention] 473-473: Import outside toplevel (re)

(C0415)

---

[convention] 491-491: Import outside toplevel (threading)

(C0415)

---

[convention] 492-492: Import outside toplevel (time)

(C0415)

---

[warning] 495-495: Using open without explicitly specifying an encoding

(W1514)

---

[warning] 506-506: Catching too general exception Exception

(W0718)

---

[warning] 503-503: Using open without explicitly specifying an encoding

(W1514)

---

[warning] 492-492: Unused import time

(W0611)

---

[refactor] 486-486: Too few public methods (1/2)

(R0903)

---

[convention] 2-2: standard import "json" should be placed before third party import "pytest"

(C0411)

---

[convention] 4-4: standard import "tempfile" should be placed before third party imports "pytest", "yaml"

(C0411)

---

[convention] 5-5: standard import "os" should be placed before third party imports "pytest", "yaml"

(C0411)

---

[convention] 6-6: standard import "pathlib.Path" should be placed before third party imports "pytest", "yaml"

(C0411)

---

[convention] 7-7: standard import "unittest.mock.patch" should be placed before third party imports "pytest", "yaml"

(C0411)

---

[convention] 8-8: standard import "configparser" should be placed before third party imports "pytest", "yaml"

(C0411)

---

[convention] 9-9: standard import "io.StringIO" should be placed before third party imports "pytest", "yaml"

(C0411)

---

[warning] 7-7: Unused mock_open imported from unittest.mock

(W0611)

---

[warning] 7-7: Unused MagicMock imported from unittest.mock

(W0611)

---

[warning] 9-9: Unused StringIO imported from io

(W0611)

test_utils_helpers.py

[convention] 33-33: Trailing whitespace

(C0303)

---

[convention] 39-39: Trailing whitespace

(C0303)

---

[convention] 45-45: Trailing whitespace

(C0303)

---

[convention] 51-51: Trailing whitespace

(C0303)

---

[convention] 57-57: Trailing whitespace

(C0303)

---

[convention] 62-62: Trailing whitespace

(C0303)

---

[convention] 71-71: Trailing whitespace

(C0303)

---

[convention] 78-78: Trailing whitespace

(C0303)

---

[convention] 85-85: Trailing whitespace

(C0303)

---

[convention] 91-91: Trailing whitespace

(C0303)

---

[convention] 99-99: Trailing whitespace

(C0303)

---

[convention] 110-110: Trailing whitespace

(C0303)

---

[convention] 118-118: Trailing whitespace

(C0303)

---

[convention] 125-125: Trailing whitespace

(C0303)

---

[convention] 132-132: Trailing whitespace

(C0303)

---

[convention] 138-138: Trailing whitespace

(C0303)

---

[convention] 148-148: Trailing whitespace

(C0303)

---

[convention] 153-153: Trailing whitespace

(C0303)

---

[convention] 156-156: Trailing whitespace

(C0303)

---

[convention] 160-160: Trailing whitespace

(C0303)

---

[convention] 166-166: Trailing whitespace

(C0303)

---

[convention] 170-170: Trailing whitespace

(C0303)

---

[convention] 175-175: Trailing whitespace

(C0303)

---

[convention] 178-178: Trailing whitespace

(C0303)

---

[convention] 186-186: Trailing whitespace

(C0303)

---

[convention] 189-189: Trailing whitespace

(C0303)

---

[convention] 198-198: Trailing whitespace

(C0303)

---

[convention] 204-204: Trailing whitespace

(C0303)

---

[convention] 211-211: Trailing whitespace

(C0303)

---

[convention] 228-228: Trailing whitespace

(C0303)

---

[convention] 234-234: Trailing whitespace

(C0303)

---

[convention] 243-243: Trailing whitespace

(C0303)

---

[convention] 249-249: Trailing whitespace

(C0303)

---

[convention] 253-253: Trailing whitespace

(C0303)

---

[convention] 259-259: Trailing whitespace

(C0303)

---

[convention] 263-263: Trailing whitespace

(C0303)

---

[convention] 269-269: Trailing whitespace

(C0303)

---

[convention] 273-273: Trailing whitespace

(C0303)

---

[convention] 279-279: Trailing whitespace

(C0303)

---

[convention] 287-287: Trailing whitespace

(C0303)

---

[convention] 293-293: Trailing whitespace

(C0303)

---

[convention] 299-299: Trailing whitespace

(C0303)

---

[convention] 305-305: Trailing whitespace

(C0303)

---

[convention] 310-310: Trailing whitespace

(C0303)

---

[convention] 316-316: Trailing whitespace

(C0303)

---

[convention] 326-326: Trailing whitespace

(C0303)

---

[convention] 334-334: Trailing whitespace

(C0303)

---

[convention] 342-342: Trailing whitespace

(C0303)

---

[convention] 354-354: Trailing whitespace

(C0303)

---

[convention] 359-359: Trailing whitespace

(C0303)

---

[convention] 366-366: Trailing whitespace

(C0303)

---

[convention] 368-368: Trailing whitespace

(C0303)

---

[convention] 375-375: Trailing whitespace

(C0303)

---

[convention] 382-382: Trailing whitespace

(C0303)

---

[convention] 389-389: Trailing whitespace

(C0303)

---

[convention] 396-396: Trailing whitespace

(C0303)

---

[convention] 403-403: Trailing whitespace

(C0303)

---

[convention] 408-408: Trailing whitespace

(C0303)

---

[convention] 419-419: Trailing whitespace

(C0303)

---

[convention] 425-425: Trailing whitespace

(C0303)

---

[convention] 431-431: Trailing whitespace

(C0303)

---

[convention] 437-437: Trailing whitespace

(C0303)

---

[convention] 444-444: Trailing whitespace

(C0303)

---

[convention] 449-449: Trailing whitespace

(C0303)

---

[convention] 456-456: Trailing whitespace

(C0303)

---

[convention] 462-462: Trailing whitespace

(C0303)

---

[convention] 465-465: Trailing whitespace

(C0303)

---

[convention] 470-470: Trailing whitespace

(C0303)

---

[convention] 476-476: Trailing whitespace

(C0303)

---

[convention] 480-480: Trailing whitespace

(C0303)

---

[convention] 484-484: Trailing whitespace

(C0303)

---

[convention] 487-487: Trailing whitespace

(C0303)

---

[convention] 498-498: Trailing whitespace

(C0303)

---

[convention] 501-501: Trailing whitespace

(C0303)

---

[convention] 504-504: Trailing whitespace

(C0303)

---

[convention] 507-507: Trailing whitespace

(C0303)

---

[convention] 511-511: Trailing whitespace

(C0303)

---

[convention] 523-523: Trailing whitespace

(C0303)

---

[convention] 530-530: Trailing whitespace

(C0303)

---

[convention] 533-533: Trailing whitespace

(C0303)

---

[convention] 540-540: Trailing whitespace

(C0303)

---

[convention] 549-549: Trailing whitespace

(C0303)

---

[convention] 554-554: Trailing whitespace

(C0303)

---

[convention] 563-563: Trailing whitespace

(C0303)

---

[convention] 568-568: Trailing whitespace

(C0303)

---

[convention] 586-586: Trailing whitespace

(C0303)

---

[convention] 593-593: Trailing whitespace

(C0303)

---

[convention] 596-596: Trailing whitespace

(C0303)

---

[convention] 602-602: Trailing whitespace

(C0303)

---

[convention] 605-605: Trailing whitespace

(C0303)

---

[convention] 608-608: Trailing whitespace

(C0303)

---

[convention] 612-612: Trailing whitespace

(C0303)

---

[convention] 617-617: Trailing whitespace

(C0303)

---

[convention] 626-626: Trailing whitespace

(C0303)

---

[convention] 629-629: Trailing whitespace

(C0303)

---

[convention] 640-640: Trailing whitespace

(C0303)

---

[convention] 645-645: Trailing whitespace

(C0303)

---

[convention] 652-652: Trailing whitespace

(C0303)

---

[convention] 657-657: Trailing whitespace

(C0303)

---

[convention] 663-663: Trailing whitespace

(C0303)

---

[convention] 667-667: Trailing whitespace

(C0303)

---

[convention] 672-672: Trailing whitespace

(C0303)

---

[convention] 676-676: Trailing whitespace

(C0303)

---

[convention] 682-682: Trailing whitespace

(C0303)

---

[convention] 685-685: Trailing whitespace

(C0303)

---

[convention] 690-690: Trailing whitespace

(C0303)

---

[convention] 694-694: Trailing whitespace

(C0303)

---

[convention] 699-699: Trailing whitespace

(C0303)

---

[convention] 708-708: Trailing whitespace

(C0303)

---

[convention] 713-713: Trailing whitespace

(C0303)

---

[convention] 716-716: Trailing whitespace

(C0303)

---

[convention] 718-718: Trailing whitespace

(C0303)

---

[convention] 725-725: Trailing whitespace

(C0303)

---

[convention] 729-729: Trailing whitespace

(C0303)

---

[convention] 734-734: Trailing whitespace

(C0303)

---

[convention] 740-740: Trailing whitespace

(C0303)

---

[convention] 743-743: Trailing whitespace

(C0303)

---

[convention] 748-748: Trailing whitespace

(C0303)

---

[convention] 753-753: Trailing whitespace

(C0303)

---

[convention] 763-763: Trailing whitespace

(C0303)

---

[convention] 766-766: Trailing whitespace

(C0303)

---

[convention] 770-770: Trailing whitespace

(C0303)

---

[convention] 773-773: Trailing whitespace

(C0303)

---

[convention] 779-779: Trailing whitespace

(C0303)

---

[convention] 781-781: Trailing whitespace

(C0303)

---

[convention] 784-784: Trailing whitespace

(C0303)

---

[convention] 794-794: Trailing whitespace

(C0303)

---

[convention] 818-818: Trailing whitespace

(C0303)

---

[convention] 820-820: Trailing whitespace

(C0303)

---

[convention] 831-831: Trailing whitespace

(C0303)

---

[convention] 834-834: Trailing whitespace

(C0303)

---

[convention] 845-845: Trailing whitespace

(C0303)

---

[convention] 847-847: Trailing whitespace

(C0303)

---

[convention] 854-854: Trailing whitespace

(C0303)

---

[convention] 856-856: Trailing whitespace

(C0303)

---

[convention] 860-860: Trailing whitespace

(C0303)

---

[convention] 864-864: Trailing whitespace

(C0303)

---

[convention] 874-874: Trailing whitespace

(C0303)

---

[convention] 887-887: Trailing whitespace

(C0303)

---

[convention] 892-892: Trailing whitespace

(C0303)

---

[convention] 895-895: Trailing whitespace

(C0303)

---

[convention] 902-902: Trailing whitespace

(C0303)

---

[convention] 907-907: Trailing whitespace

(C0303)

---

[convention] 912-912: Trailing whitespace

(C0303)

---

[convention] 919-919: Trailing whitespace

(C0303)

---

[convention] 926-926: Trailing whitespace

(C0303)

---

[convention] 930-930: Trailing whitespace

(C0303)

---

[convention] 936-936: Trailing whitespace

(C0303)

---

[convention] 951-951: Trailing whitespace

(C0303)

---

[convention] 960-960: Trailing whitespace

(C0303)

---

[convention] 969-969: Trailing whitespace

(C0303)

---

[convention] 980-980: Trailing whitespace

(C0303)

---

[convention] 993-993: Trailing whitespace

(C0303)

---

[convention] 995-995: Trailing whitespace

(C0303)

---

[convention] 1000-1000: Trailing whitespace

(C0303)

---

[convention] 1005-1005: Trailing whitespace

(C0303)

---

[convention] 1007-1007: Trailing whitespace

(C0303)

---

[convention] 1011-1011: Trailing whitespace

(C0303)

---

[convention] 1026-1026: Trailing whitespace

(C0303)

---

[convention] 1028-1028: Trailing whitespace

(C0303)

---

[convention] 1033-1033: Trailing whitespace

(C0303)

---

[convention] 1038-1038: Trailing whitespace

(C0303)

---

[convention] 1042-1042: Trailing whitespace

(C0303)

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[convention] 1044-1044: Trailing whitespace

(C0303)

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[convention] 1048-1048: Trailing whitespace

(C0303)

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[convention] 1057-1057: Trailing whitespace

(C0303)

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[convention] 1062-1062: Trailing whitespace

(C0303)

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[convention] 1067-1067: Trailing whitespace

(C0303)

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[convention] 1070-1070: Trailing whitespace

(C0303)

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[convention] 1075-1075: Trailing whitespace

(C0303)

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[convention] 1080-1080: Trailing whitespace

(C0303)

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[convention] 1082-1082: Trailing whitespace

(C0303)

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[convention] 1086-1086: Trailing whitespace

(C0303)

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[convention] 1090-1090: Trailing whitespace

(C0303)

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[convention] 1095-1095: Trailing whitespace

(C0303)

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[convention] 1098-1098: Trailing whitespace

(C0303)

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[convention] 1100-1100: Trailing whitespace

(C0303)

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[convention] 1106-1106: Trailing whitespace

(C0303)

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[convention] 1110-1110: Trailing whitespace

(C0303)

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[convention] 1117-1117: Trailing whitespace

(C0303)

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[convention] 1121-1121: Trailing whitespace

(C0303)

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[convention] 1125-1125: Trailing whitespace

(C0303)

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[convention] 1133-1133: Trailing whitespace

(C0303)

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[convention] 1144-1144: Trailing whitespace

(C0303)

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[convention] 1157-1157: Trailing whitespace

(C0303)

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[convention] 1165-1165: Trailing whitespace

(C0303)

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[convention] 1172-1172: Trailing whitespace

(C0303)

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[convention] 1179-1179: Trailing whitespace

(C0303)

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[convention] 1187-1187: Trailing whitespace

(C0303)

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[convention] 1201-1201: Trailing whitespace

(C0303)

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[convention] 1210-1210: Trailing whitespace

(C0303)

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[convention] 1215-1215: Trailing whitespace

(C0303)

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[convention] 1220-1220: Trailing whitespace

(C0303)

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[convention] 1224-1224: Trailing whitespace

(C0303)

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[convention] 1228-1228: Trailing whitespace

(C0303)

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[convention] 1232-1232: Trailing whitespace

(C0303)

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[convention] 1235-1235: Trailing whitespace

(C0303)

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[convention] 1242-1242: Trailing whitespace

(C0303)

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[convention] 1247-1247: Trailing whitespace

(C0303)

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[convention] 1253-1253: Trailing whitespace

(C0303)

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[convention] 1256-1256: Trailing whitespace

(C0303)

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[convention] 1262-1262: Trailing whitespace

(C0303)

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[convention] 1270-1270: Trailing whitespace

(C0303)

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[convention] 1283-1283: Trailing whitespace

(C0303)

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[convention] 1286-1286: Trailing whitespace

(C0303)

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[convention] 1293-1293: Trailing whitespace

(C0303)

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[convention] 1297-1297: Trailing whitespace

(C0303)

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[convention] 1306-1306: Trailing whitespace

(C0303)

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(C0303)

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[convention] 1314-1314: Trailing whitespace

(C0303)

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[convention] 1317-1317: Trailing whitespace

(C0303)

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[convention] 1320-1320: Trailing whitespace

(C0303)

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[convention] 1330-1330: Trailing whitespace

(C0303)

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[convention] 1334-1334: Trailing whitespace

(C0303)

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[convention] 1336-1336: Trailing whitespace

(C0303)

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[convention] 1339-1339: Trailing whitespace

(C0303)

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[convention] 1344-1344: Trailing whitespace

(C0303)

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[convention] 1355-1355: Trailing whitespace

(C0303)

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[convention] 1361-1361: Trailing whitespace

(C0303)

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(C0303)

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[convention] 1375-1375: Trailing whitespace

(C0303)

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[convention] 1381-1381: Trailing whitespace

(C0303)

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[convention] 1383-1383: Trailing whitespace

(C0303)

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[convention] 1386-1386: Trailing whitespace

(C0303)

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[convention] 1393-1393: Trailing whitespace

(C0303)

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[convention] 1397-1397: Trailing whitespace

(C0303)

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[convention] 1402-1402: Trailing whitespace

(C0303)

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[convention] 1409-1409: Trailing whitespace

(C0303)

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(C0303)

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[convention] 1420-1420: Trailing whitespace

(C0303)

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[convention] 1425-1425: Trailing whitespace

(C0303)

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[convention] 1430-1430: Trailing whitespace

(C0303)

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[convention] 1435-1435: Trailing whitespace

(C0303)

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[convention] 1440-1440: Trailing whitespace

(C0303)

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[convention] 1-1: Too many lines in module (1451/1000)

(C0302)

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[convention] 17-28: Import "from utils.helpers import safe_json_parse, safe_json_dumps, generate_hash, retry_with_backoff, flatten_dict, ensure_directory_exists, sanitize_filename, merge_dicts, chunk_list, format_duration" should be placed at the top of the module

(C0413)

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[convention] 94-94: Import outside toplevel (datetime.datetime)

(C0415)

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[convention] 238-238: "result == {}" can be simplified to "not result", if it is strictly a sequence, as an empty dict is falsey

(C1803)

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[convention] 358-358: "result == {}" can be simplified to "not result", if it is strictly a sequence, as an empty dict is falsey

(C1803)

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(W0612)

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[convention] 599-599: Missing class docstring

(C0115)

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[refactor] 599-599: Too few public methods (1/2)

(R0903)

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[convention] 615-615: Import outside toplevel (decimal.Decimal)

(C0415)

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[convention] 616-616: Import outside toplevel (uuid)

(C0415)

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(W0404)

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[convention] 641-641: Import outside toplevel (time)

(C0415)

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[warning] 769-769: Redefining name 'time' from outer scope (line 10)

(W0621)

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[warning] 769-769: Reimport 'time' (imported line 10)

(W0404)

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[convention] 769-769: Import outside toplevel (time)

(C0415)

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[warning] 771-771: Unused variable 'start_time'

(W0612)

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[warning] 838-843: Duplicate key True in dictionary

(W0109)

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[error] 868-868: Unexpected keyword argument 'separator' in function call

(E1123)

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[warning] 888-888: Redefining name 'time' from outer scope (line 10)

(W0621)

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[warning] 888-888: Reimport 'time' (imported line 10)

(W0404)

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[convention] 888-888: Import outside toplevel (time)

(C0415)

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[warning] 906-906: Redefining name 'tempfile' from outer scope (line 9)

(W0621)

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[convention] 905-905: Import outside toplevel (threading)

(C0415)

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[warning] 906-906: Reimport 'tempfile' (imported line 9)

(W0404)

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[convention] 906-906: Import outside toplevel (tempfile)

(C0415)

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[warning] 917-917: Catching too general exception Exception

(W0718)

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[convention] 975-975: Use expected.rsplit('.', maxsplit=1)[-1] instead

(C0207)

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[warning] 1063-1063: Redefining name 'time' from outer scope (line 10)

(W0621)

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[warning] 1063-1063: Reimport 'time' (imported line 10)

(W0404)

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[convention] 1063-1063: Import outside toplevel (time)

(C0415)

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[warning] 1280-1280: Catching too general exception Exception

(W0718)

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[warning] 1275-1275: Cell variable chunk defined in loop

(W0640)

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[warning] 1296-1296: Redefining name 'tempfile' from outer scope (line 9)

(W0621)

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[warning] 1296-1296: Reimport 'tempfile' (imported line 9)

(W0404)

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[convention] 1296-1296: Import outside toplevel (tempfile)

(C0415)

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[warning] 1346-1346: Using open without explicitly specifying an encoding

(W1514)

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[convention] 1359-1359: Import outside toplevel (threading)

(C0415)

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[convention] 1360-1360: Import outside toplevel (random)

(C0415)

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[warning] 1384-1384: Catching too general exception Exception

(W0718)

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[warning] 1419-1419: Redefining name 'time' from outer scope (line 10)

(W0621)

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[error] 1414-1414: Using variable 'time' before assignment

(E0601)

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[warning] 1419-1419: Reimport 'time' (imported line 10)

(W0404)

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[convention] 1419-1419: Import outside toplevel (time)

(C0415)

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[error] 1449-1449: Module 'pytest' has no 'config' member; maybe 'Config'?

(E1101)

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[convention] 8-8: standard import "json" should be placed before third party import "pytest"

(C0411)

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[convention] 9-9: standard import "tempfile" should be placed before third party import "pytest"

(C0411)

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[convention] 10-10: standard import "time" should be placed before third party import "pytest"

(C0411)

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[convention] 11-11: standard import "pathlib.Path" should be placed before third party import "pytest"

(C0411)

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[convention] 12-12: standard import "unittest.mock.patch" should be placed before third party import "pytest"

(C0411)

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[convention] 14-14: standard import "sys" should be placed before third party import "pytest"

(C0411)

test_llm_continuous_learning_system.py

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(C0303)

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(C0303)

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(C0301)

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[convention] 448-448: Trailing whitespace

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[convention] 456-456: Trailing whitespace

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(C0303)

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[convention] 497-497: Line too long (111/100)

(C0301)

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(C0301)

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[convention] 499-499: Line too long (111/100)

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(C0301)

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(C0301)

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(C0301)

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(C0303)

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(C0303)

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(C0303)

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[convention] 540-540: Trailing whitespace

(C0303)

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(C0301)

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(C0303)

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(C0301)

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(C0303)

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(C0301)

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(C0303)

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[convention] 564-564: Line too long (105/100)

(C0301)

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[convention] 569-569: Line too long (106/100)

(C0301)

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[convention] 580-580: Trailing whitespace

(C0303)

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[convention] 582-582: Trailing whitespace

(C0303)

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(C0303)

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(C0301)

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(C0301)

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(C0303)

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(C0303)

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[convention] 685-685: Trailing whitespace

(C0303)

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(C0303)

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(C0303)

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[convention] 733-733: Trailing whitespace

(C0303)

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[convention] 741-741: Trailing whitespace

(C0303)

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[convention] 751-751: Trailing whitespace

(C0303)

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[convention] 752-752: Line too long (102/100)

(C0301)

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[convention] 763-763: Trailing whitespace

(C0303)

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[convention] 799-799: Trailing whitespace

(C0303)

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[convention] 816-816: Trailing whitespace

(C0303)

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[convention] 818-818: Trailing whitespace

(C0303)

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[convention] 833-833: Trailing whitespace

(C0303)

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[convention] 835-835: Trailing whitespace

(C0303)

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[convention] 848-848: Trailing whitespace

(C0303)

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[convention] 887-887: Trailing whitespace

(C0303)

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[convention] 897-897: Trailing whitespace

(C0303)

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[convention] 907-907: Trailing whitespace

(C0303)

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(C0303)

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(C0303)

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(C0303)

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[convention] 950-950: Trailing whitespace

(C0303)

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[convention] 1005-1005: Trailing whitespace

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(C0303)

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(C0303)

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[convention] 1019-1019: Trailing whitespace

(C0303)

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[convention] 1022-1022: Trailing whitespace

(C0303)

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[convention] 1025-1025: Trailing whitespace

(C0303)

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[convention] 1036-1036: Trailing whitespace

(C0303)

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[convention] 1039-1039: Trailing whitespace

(C0303)

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[convention] 1043-1043: Trailing whitespace

(C0303)

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[convention] 1053-1053: Trailing whitespace

(C0303)

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[convention] 1055-1055: Trailing whitespace

(C0303)

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[convention] 1058-1058: Trailing whitespace

(C0303)

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[convention] 1061-1061: Trailing whitespace

(C0303)

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[convention] 1099-1099: Trailing whitespace

(C0303)

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[convention] 1101-1101: Trailing whitespace

(C0303)

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[convention] 1112-1112: Trailing whitespace

(C0303)

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[convention] 1122-1122: Trailing whitespace

(C0303)

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[convention] 1133-1133: Trailing whitespace

(C0303)

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[convention] 1146-1146: Trailing whitespace

(C0303)

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[convention] 1156-1156: Trailing whitespace

(C0303)

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[convention] 1158-1158: Trailing whitespace

(C0303)

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[convention] 1167-1167: Trailing whitespace

(C0303)

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[convention] 1169-1169: Trailing whitespace

(C0303)

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[convention] 1177-1177: Trailing whitespace

(C0303)

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[convention] 1182-1182: Trailing whitespace

(C0303)

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[convention] 1234-1234: Line too long (107/100)

(C0301)

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[convention] 1259-1259: Final newline missing

(C0304)

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[convention] 1-1: Too many lines in module (1259/1000)

(C0302)

---

[warning] 100-100: Access to a protected member _is_training of a client class

(W0212)

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[refactor] 162-162: Too many arguments (7/5)

(R0913)

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[refactor] 162-162: Too many positional arguments (7/5)

(R0917)

---

[warning] 389-389: Access to a protected member _is_training of a client class

(W0212)

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[warning] 400-400: Access to a protected member _is_training of a client class

(W0212)

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[warning] 405-405: Access to a protected member _is_training of a client class

(W0212)

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[warning] 815-815: Access to a protected member _is_training of a client class

(W0212)

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[warning] 1012-1012: Catching too general exception Exception

(W0718)

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[warning] 1050-1050: Unused variable 'i'

(W0612)

---

[warning] 1180-1180: Catching too general exception Exception

(W0718)

---

[error] 1234-1234: Undefined variable 'Tuple'

(E0602)

---

[convention] 19-19: standard import "asyncio" should be placed before third party import "pytest"

(C0411)

---

[convention] 20-20: standard import "json" should be placed before third party import "pytest"

(C0411)

---

[convention] 21-21: standard import "threading" should be placed before third party import "pytest"

(C0411)

---

[convention] 22-22: standard import "time" should be placed before third party import "pytest"

(C0411)

---

[convention] 23-23: standard import "tempfile" should be placed before third party import "pytest"

(C0411)

---

[convention] 24-24: standard import "os" should be placed before third party import "pytest"

(C0411)

---

[convention] 25-25: standard import "unittest.mock.Mock" should be placed before third party import "pytest"

(C0411)

---

[convention] 26-26: standard import "datetime.datetime" should be placed before third party import "pytest"

(C0411)

---

[convention] 27-27: standard import "typing.List" should be placed before third party import "pytest"

(C0411)

---

[warning] 20-20: Unused import json

(W0611)

---

[warning] 25-25: Unused patch imported from unittest.mock

(W0611)

---

[warning] 25-25: Unused MagicMock imported from unittest.mock

(W0611)

---

[warning] 25-25: Unused call imported from unittest.mock

(W0611)

🔇 Additional comments (3)

pytest.ini (1)

1-5: Configuration looks good!

The pytest configuration properly defines a custom marker for slow tests and enforces strict marker usage, which helps maintain test organization and prevents typos in marker names.

test_github_workflows.py (1)

629-790: Excellent edge case coverage!

The edge case tests are comprehensive and cover important scenarios including Unicode support, empty workflows, malformed YAML, deeply nested structures, and all GitHub workflow trigger types. This thorough testing helps ensure robustness.

test_llm_continuous_learning_system.py (1)

1-16: Well-structured and comprehensive test suite!

The test suite provides excellent coverage of the LLMContinuousLearningSystem with proper organization into focused test classes, good use of fixtures, and thorough testing of edge cases.

[coderabbitai]

🧹 Nitpick (assertive)

Excellent security test coverage!

The security tests effectively cover critical vulnerabilities like pull_request_target usage, outdated actions, secret exposure, and code injection risks. Just add type annotations for consistency.

🧰 Tools

🪛 Flake8 (7.2.0)

[warning] 349-349: blank line contains whitespace

(W293)

---

[warning] 373-373: blank line contains whitespace

(W293)

---

[warning] 380-380: blank line contains whitespace

(W293)

---

[warning] 386-386: blank line contains whitespace

(W293)

---

[warning] 393-393: blank line contains whitespace

(W293)

---

[warning] 399-399: blank line contains whitespace

(W293)

---

[warning] 406-406: blank line contains whitespace

(W293)

---

[warning] 412-412: blank line contains whitespace

(W293)

🪛 Ruff (0.11.9)

351-351: Missing return type annotation for public function insecure_workflow_yaml

Add return type annotation: str

(ANN201)

---

370-370: Missing return type annotation for public function test_detect_pull_request_target_trigger

Add return type annotation: None

(ANN201)

---

370-370: Missing type annotation for function argument insecure_workflow_yaml

(ANN001)

---

377-377: Missing return type annotation for public function test_detect_outdated_actions

Add return type annotation: None

(ANN201)

---

377-377: Missing type annotation for function argument insecure_workflow_yaml

(ANN001)

---

390-390: Missing return type annotation for public function test_detect_secret_exposure

Add return type annotation: None

(ANN201)

---

390-390: Missing type annotation for function argument insecure_workflow_yaml

(ANN001)

---

403-403: Missing return type annotation for public function test_detect_code_injection_risk

Add return type annotation: None

(ANN201)

---

403-403: Missing type annotation for function argument insecure_workflow_yaml

(ANN001)

🪛 Pylint (3.3.7)

[convention] 349-349: Trailing whitespace

(C0303)

---

[convention] 373-373: Trailing whitespace

(C0303)

---

[convention] 380-380: Trailing whitespace

(C0303)

---

[convention] 386-386: Trailing whitespace

(C0303)

---

[convention] 393-393: Trailing whitespace

(C0303)

---

[convention] 399-399: Trailing whitespace

(C0303)

---

[convention] 406-406: Trailing whitespace

(C0303)

---

[convention] 412-412: Trailing whitespace

(C0303)

🤖 Prompt for AI Agents

In test_github_workflows.py from lines 347 to 414, the security test methods
lack type annotations for their parameters and return types. Add appropriate
type annotations to all test methods and fixtures, such as specifying the return
type of the insecure_workflow_yaml fixture as str and annotating the test
methods with the pytest fixture parameter types and return type None. This will
improve code consistency and clarity.

[coderabbitai]

🛠️ Refactor suggestion

Move time import to module level

Imports should be at the module level, not inside functions.

Add import time at the top of the file with other imports, then remove line 587.

🧰 Tools

🪛 Flake8 (7.2.0)

[warning] 592-592: blank line contains whitespace

(W293)

🪛 Pylint (3.3.7)

[convention] 592-592: Trailing whitespace

(C0303)

---

[convention] 587-587: Import outside toplevel (time)

(C0415)

🤖 Prompt for AI Agents

In test_github_workflows.py around lines 586 to 595, the import statement for
the time module is inside the function, which is not best practice. Move the
import time statement to the top of the file with the other imports and remove
the import time line at line 587 inside the function.

[coderabbitai]

🛠️ Refactor suggestion

Remove trailing whitespace throughout the file

There are numerous lines with trailing whitespace throughout the file (lines 17, 117, 136, 145, 158, 166, 170, 175, 181, 189, 196, 209, 213, 221, 235, 243, 248, 256, 268, 271, 289, 293, 301, 310, 319, 329, 334, 338, 349, 373, 380, 386, 393, 399, 406, 412, 418, 434, 443, 455, 462, 478, 482, 495, 502, 506, 511, 519, 527, 530, 532, 541, 546, 551, 558, 566, 575, 585, 592, 600, 603, 617, 624, 632, 673, 681, 690, 697, 740, 785).

Configure your editor to automatically strip trailing whitespace on save, or use a pre-commit hook.

🧰 Tools

🪛 Flake8 (7.2.0)

[error] 7-7: 'json' imported but unused

(F401)

---

[error] 9-9: 'os' imported but unused

(F401)

---

[error] 10-10: 'unittest.mock.Mock' imported but unused

(F401)

---

[error] 10-10: 'unittest.mock.mock_open' imported but unused

(F401)

---

[error] 12-12: 'typing.Dict' imported but unused

(F401)

---

[error] 12-12: 'typing.List' imported but unused

(F401)

---

[error] 12-12: 'typing.Any' imported but unused

(F401)

---

[warning] 17-17: blank line contains whitespace

(W293)

---

[warning] 117-117: blank line contains whitespace

(W293)

---

[warning] 136-136: blank line contains whitespace

(W293)

---

[warning] 145-145: blank line contains whitespace

(W293)

---

[warning] 158-158: blank line contains whitespace

(W293)

---

[warning] 166-166: blank line contains whitespace

(W293)

---

[warning] 170-170: blank line contains whitespace

(W293)

---

[warning] 175-175: blank line contains whitespace

(W293)

---

[warning] 181-181: blank line contains whitespace

(W293)

---

[warning] 189-189: blank line contains whitespace

(W293)

---

[warning] 196-196: blank line contains whitespace

(W293)

---

[warning] 209-209: blank line contains whitespace

(W293)

---

[warning] 213-213: blank line contains whitespace

(W293)

---

[warning] 221-221: blank line contains whitespace

(W293)

---

[warning] 235-235: blank line contains whitespace

(W293)

---

[warning] 243-243: blank line contains whitespace

(W293)

---

[warning] 248-248: blank line contains whitespace

(W293)

---

[warning] 256-256: blank line contains whitespace

(W293)

---

[warning] 268-268: blank line contains whitespace

(W293)

---

[warning] 271-271: blank line contains whitespace

(W293)

---

[warning] 289-289: blank line contains whitespace

(W293)

---

[warning] 293-293: blank line contains whitespace

(W293)

---

[warning] 301-301: blank line contains whitespace

(W293)

---

[warning] 310-310: blank line contains whitespace

(W293)

---

[warning] 319-319: blank line contains whitespace

(W293)

---

[warning] 329-329: blank line contains whitespace

(W293)

---

[warning] 334-334: blank line contains whitespace

(W293)

---

[warning] 338-338: blank line contains whitespace

(W293)

---

[warning] 349-349: blank line contains whitespace

(W293)

---

[warning] 373-373: blank line contains whitespace

(W293)

---

[warning] 380-380: blank line contains whitespace

(W293)

---

[warning] 386-386: blank line contains whitespace

(W293)

---

[warning] 393-393: blank line contains whitespace

(W293)

---

[warning] 399-399: blank line contains whitespace

(W293)

---

[warning] 406-406: blank line contains whitespace

(W293)

---

[warning] 412-412: blank line contains whitespace

(W293)

---

[warning] 418-418: blank line contains whitespace

(W293)

---

[warning] 434-434: blank line contains whitespace

(W293)

---

[warning] 443-443: blank line contains whitespace

(W293)

---

[warning] 455-455: blank line contains whitespace

(W293)

---

[warning] 462-462: blank line contains whitespace

(W293)

---

[warning] 478-478: blank line contains whitespace

(W293)

---

[warning] 482-482: blank line contains whitespace

(W293)

---

[warning] 495-495: blank line contains whitespace

(W293)

---

[warning] 502-502: blank line contains whitespace

(W293)

---

[warning] 506-506: blank line contains whitespace

(W293)

---

[warning] 511-511: blank line contains whitespace

(W293)

---

[warning] 519-519: blank line contains whitespace

(W293)

---

[warning] 527-527: blank line contains whitespace

(W293)

---

[warning] 530-530: blank line contains whitespace

(W293)

---

[warning] 532-532: blank line contains whitespace

(W293)

---

[warning] 541-541: blank line contains whitespace

(W293)

---

[warning] 546-546: blank line contains whitespace

(W293)

---

[warning] 551-551: blank line contains whitespace

(W293)

---

[warning] 558-558: blank line contains whitespace

(W293)

---

[warning] 566-566: blank line contains whitespace

(W293)

---

[warning] 575-575: blank line contains whitespace

(W293)

---

[warning] 585-585: blank line contains whitespace

(W293)

---

[warning] 592-592: blank line contains whitespace

(W293)

---

[error] 599-599: 'sys' imported but unused

(F401)

---

[warning] 600-600: blank line contains whitespace

(W293)

---

[warning] 603-603: blank line contains whitespace

(W293)

---

[warning] 617-617: blank line contains whitespace

(W293)

---

[warning] 624-624: blank line contains whitespace

(W293)

---

[warning] 632-632: blank line contains whitespace

(W293)

---

[warning] 673-673: blank line contains whitespace

(W293)

---

[warning] 681-681: blank line contains whitespace

(W293)

---

[warning] 690-690: blank line contains whitespace

(W293)

---

[warning] 697-697: blank line contains whitespace

(W293)

---

[warning] 740-740: blank line contains whitespace

(W293)

---

[warning] 785-785: blank line contains whitespace

(W293)

---

[warning] 793-793: no newline at end of file

(W292)

🪛 Ruff (0.11.9)

7-7: json imported but unused

Remove unused import: json

(F401)

---

9-9: os imported but unused

Remove unused import: os

(F401)

---

10-10: unittest.mock.Mock imported but unused

Remove unused import

(F401)

---

10-10: unittest.mock.mock_open imported but unused

Remove unused import

(F401)

---

12-12: typing.Dict is deprecated, use dict instead

(UP035)

---

12-12: typing.List is deprecated, use list instead

(UP035)

---

12-12: typing.Dict imported but unused

Remove unused import

(F401)

---

12-12: typing.List imported but unused

Remove unused import

(F401)

---

12-12: typing.Any imported but unused

Remove unused import

(F401)

---

19-19: Missing return type annotation for public function sample_workflow_yaml

Add return type annotation: str

(ANN201)

---

44-44: Missing return type annotation for public function invalid_workflow_yaml

Add return type annotation: str

(ANN201)

---

59-59: Missing return type annotation for public function complex_workflow_yaml

Add return type annotation: str

(ANN201)

---

107-107: Missing return type annotation for public function mock_workflow_file

(ANN201)

---

107-107: Missing type annotation for function argument tmp_path

(ANN001)

---

107-107: Missing type annotation for function argument sample_workflow_yaml

(ANN001)

---

114-114: Missing return type annotation for public function test_parse_valid_workflow_yaml

Add return type annotation: None

(ANN201)

---

114-114: Missing type annotation for function argument sample_workflow_yaml

(ANN001)

---

125-125: Missing return type annotation for public function test_parse_invalid_workflow_yaml

Add return type annotation: None

(ANN201)

---

125-125: Missing type annotation for function argument invalid_workflow_yaml

(ANN001)

---

130-130: Missing return type annotation for public function test_workflow_validation_missing_required_fields

Add return type annotation: None

(ANN201)

---

133-133: Trailing comma missing

Add trailing comma

(COM812)

---

141-141: Missing return type annotation for public function test_workflow_job_validation

Add return type annotation: None

(ANN201)

---

141-141: Missing type annotation for function argument sample_workflow_yaml

(ANN001)

---

151-151: Wrong type passed to first argument of pytest.mark.parametrize; expected tuple

Use a tuple for the first argument

(PT006)

---

155-155: Missing return type annotation for public function test_workflow_triggers

Add return type annotation: None

(ANN201)

---

155-155: Missing type annotation for function argument sample_workflow_yaml

(ANN001)

---

155-155: Missing type annotation for function argument trigger_event

(ANN001)

---

155-155: Missing type annotation for function argument expected_branches

(ANN001)

---

163-163: Missing return type annotation for public function test_complex_workflow_structure

Add return type annotation: None

(ANN201)

---

163-163: Missing type annotation for function argument complex_workflow_yaml

(ANN001)

---

186-186: Missing return type annotation for public function test_workflow_environment_variables

Add return type annotation: None

(ANN201)

---

186-186: Missing type annotation for function argument complex_workflow_yaml

(ANN001)

---

193-193: Missing return type annotation for public function test_workflow_outputs

Add return type annotation: None

(ANN201)

---

193-193: Missing type annotation for function argument complex_workflow_yaml

(ANN001)

---

201-201: Wrong type passed to first argument of pytest.mark.parametrize; expected tuple

Use a tuple for the first argument

(PT006)

---

205-205: Missing return type annotation for public function test_workflow_step_types

Add return type annotation: None

(ANN201)

---

205-205: Missing type annotation for function argument sample_workflow_yaml

(ANN001)

---

205-205: Missing type annotation for function argument step_type

(ANN001)

---

205-205: Unused method argument: step_type

(ARG002)

---

205-205: Missing type annotation for function argument required_field

(ANN001)

---

223-223: Missing return type annotation for public function validator_config

(ANN201)

---

229-229: Trailing comma missing

Add trailing comma

(COM812)

---

232-232: Missing return type annotation for public function test_validate_workflow_structure_valid

Add return type annotation: None

(ANN201)

---

232-232: Missing type annotation for function argument sample_workflow_yaml

(ANN001)

---

232-232: Missing type annotation for function argument validator_config

(ANN001)

---

240-240: Missing return type annotation for public function test_validate_workflow_structure_missing_fields

Add return type annotation: None

(ANN201)

---

240-240: Missing type annotation for function argument validator_config

(ANN001)

---

253-253: Missing return type annotation for public function test_validate_runner_allowed

Add return type annotation: None

(ANN201)

---

253-253: Missing type annotation for function argument sample_workflow_yaml

(ANN001)

---

253-253: Missing type annotation for function argument validator_config

(ANN001)

---

257-257: Loop control variable job_name not used within loop body

Rename unused job_name to _job_name

(B007)

---

260-262: Use a single if statement instead of nested if statements

(SIM102)

---

265-265: Missing return type annotation for public function test_validate_job_limits

Add return type annotation: None

(ANN201)

---

265-265: Missing type annotation for function argument complex_workflow_yaml

(ANN001)

---

265-265: Missing type annotation for function argument validator_config

(ANN001)

---

273-273: Loop control variable job_name not used within loop body

Rename unused job_name to _job_name

(B007)

---

282-282: Missing return type annotation for public function test_validate_runner_not_allowed

Add return type annotation: None

(ANN201)

---

282-282: Missing type annotation for function argument invalid_runner

(ANN001)

---

282-282: Missing type annotation for function argument validator_config

(ANN001)

---

290-290: Missing return type annotation for public function test_read_workflow_file

Add return type annotation: None

(ANN201)

---

290-290: Missing type annotation for function argument mock_workflow_file

(ANN001)

---

298-298: Missing return type annotation for public function test_read_nonexistent_workflow_file

Add return type annotation: None

(ANN201)

---

298-298: Missing type annotation for function argument tmp_path

(ANN001)

---

307-307: Missing return type annotation for public function test_read_workflow_file_permission_error

Add return type annotation: None

(ANN201)

---

307-307: Missing type annotation for function argument mock_read_text

(ANN001)

---

315-315: Missing return type annotation for public function test_write_workflow_file

Add return type annotation: None

(ANN201)

---

315-315: Missing type annotation for function argument tmp_path

(ANN001)

---

315-315: Missing type annotation for function argument sample_workflow_yaml

(ANN001)

---

324-324: Missing return type annotation for public function test_discover_workflow_files

Add return type annotation: None

(ANN201)

---

324-324: Missing type annotation for function argument tmp_path

(ANN001)

---

351-351: Missing return type annotation for public function insecure_workflow_yaml

Add return type annotation: str

(ANN201)

---

370-370: Missing return type annotation for public function test_detect_pull_request_target_trigger

Add return type annotation: None

(ANN201)

---

370-370: Missing type annotation for function argument insecure_workflow_yaml

(ANN001)

---

377-377: Missing return type annotation for public function test_detect_outdated_actions

Add return type annotation: None

(ANN201)

---

377-377: Missing type annotation for function argument insecure_workflow_yaml

(ANN001)

---

390-390: Missing return type annotation for public function test_detect_secret_exposure

Add return type annotation: None

(ANN201)

---

390-390: Missing type annotation for function argument insecure_workflow_yaml

(ANN001)

---

403-403: Missing return type annotation for public function test_detect_code_injection_risk

Add return type annotation: None

(ANN201)

---

403-403: Missing type annotation for function argument insecure_workflow_yaml

(ANN001)

---

419-419: Wrong type passed to first argument of pytest.mark.parametrize; expected tuple

Use a tuple for the first argument

(PT006)

---

425-425: Missing return type annotation for public function test_generate_workflow_filename

Add return type annotation: None

(ANN201)

---

425-425: Missing type annotation for function argument workflow_name

(ANN001)

---

425-425: Missing type annotation for function argument expected_filename

(ANN001)

---

431-431: Missing return type annotation for public function test_extract_workflow_metadata

Add return type annotation: None

(ANN201)

---

431-431: Missing type annotation for function argument complex_workflow_yaml

(ANN001)

---

441-441: Trailing comma missing

Add trailing comma

(COM812)

---

452-452: Missing return type annotation for public function test_workflow_dependency_graph

Add return type annotation: None

(ANN201)

---

452-452: Missing type annotation for function argument complex_workflow_yaml

(ANN001)

---

467-467: Wrong type passed to first argument of pytest.mark.parametrize; expected tuple

Use a tuple for the first argument

(PT006)

---

474-474: Missing return type annotation for public function test_validate_cron_expressions

Add return type annotation: None

(ANN201)

---

474-474: Missing type annotation for function argument cron_expression

(ANN001)

---

474-474: Missing type annotation for function argument is_valid

(ANN001)

---

484-487: Combine if branches using logical or operator

Combine if branches

(SIM114)

---

496-496: Missing return type annotation for public function test_end_to_end_workflow_processing

Add return type annotation: None

(ANN201)

---

496-496: Missing type annotation for function argument tmp_path

(ANN001)

---

496-496: Missing type annotation for function argument sample_workflow_yaml

(ANN001)

---

517-517: Trailing comma missing

Add trailing comma

(COM812)

---

524-524: Missing return type annotation for public function test_workflow_processing_with_yaml_error

Add return type annotation: None

(ANN201)

---

524-524: Missing type annotation for function argument mock_yaml_load

(ANN001)

---

524-524: Missing type annotation for function argument tmp_path

(ANN001)

---

536-536: Missing return type annotation for public function test_batch_workflow_validation

Add return type annotation: None

(ANN201)

---

536-536: Missing type annotation for function argument tmp_path

(ANN001)

---

556-556: Do not catch blind exception: Exception

(BLE001)

---

567-567: Missing return type annotation for public function test_large_workflow_parsing_performance

Add return type annotation: None

(ANN201)

---

573-573: Trailing comma missing

Add trailing comma

(COM812)

---

582-582: Trailing comma missing

Add trailing comma

(COM812)

---

583-583: Trailing comma missing

Add trailing comma

(COM812)

---

597-597: Missing return type annotation for public function test_memory_usage_with_multiple_workflows

Add return type annotation: None

(ANN201)

---

597-597: Missing type annotation for function argument tmp_path

(ANN001)

---

599-599: sys imported but unused

Remove unused import: sys

(F401)

---

634-634: Missing return type annotation for public function edge_case_workflows

(ANN201)

---

644-644: Trailing comma missing

Add trailing comma

(COM812)

---

645-645: Trailing comma missing

Add trailing comma

(COM812)

---

646-646: Trailing comma missing

Add trailing comma

(COM812)

---

654-654: Trailing comma missing

Add trailing comma

(COM812)

---

655-655: Trailing comma missing

Add trailing comma

(COM812)

---

656-656: Trailing comma missing

Add trailing comma

(COM812)

---

664-664: Trailing comma missing

Add trailing comma

(COM812)

---

665-665: Trailing comma missing

Add trailing comma

(COM812)

---

666-666: Trailing comma missing

Add trailing comma

(COM812)

---

667-667: Trailing comma missing

Add trailing comma

(COM812)

---

670-670: Missing return type annotation for public function test_empty_workflow_handling

Add return type annotation: None

(ANN201)

---

670-670: Missing type annotation for function argument edge_case_workflows

(ANN001)

---

678-678: Missing return type annotation for public function test_minimal_workflow_validation

Add return type annotation: None

(ANN201)

---

678-678: Missing type annotation for function argument edge_case_workflows

(ANN001)

---

687-687: Missing return type annotation for public function test_unicode_support_in_workflows

Add return type annotation: None

(ANN201)

---

687-687: Missing type annotation for function argument edge_case_workflows

(ANN001)

---

694-694: Missing return type annotation for public function test_large_string_handling

Add return type annotation: None

(ANN201)

---

694-694: Missing type annotation for function argument edge_case_workflows

(ANN001)

---

707-707: Missing return type annotation for public function test_malformed_yaml_handling

Add return type annotation: None

(ANN201)

---

707-707: Missing type annotation for function argument invalid_yaml

(ANN001)

---

712-712: Missing return type annotation for public function test_deeply_nested_workflow_structure

Add return type annotation: None

(ANN201)

---

719-719: Trailing comma missing

Add trailing comma

(COM812)

---

723-723: Trailing comma missing

Add trailing comma

(COM812)

---

724-724: Trailing comma missing

Add trailing comma

(COM812)

---

733-733: Trailing comma missing

Add trailing comma

(COM812)

---

734-734: Trailing comma missing

Add trailing comma

(COM812)

---

735-735: Trailing comma missing

Add trailing comma

(COM812)

---

736-736: Trailing comma missing

Add trailing comma

(COM812)

---

737-737: Trailing comma missing

Add trailing comma

(COM812)

---

738-738: Trailing comma missing

Add trailing comma

(COM812)

---

745-745: Missing return type annotation for public function test_workflow_with_all_trigger_types

Add return type annotation: None

(ANN201)

---

776-776: Trailing comma missing

Add trailing comma

(COM812)

---

781-781: Trailing comma missing

Add trailing comma

(COM812)

---

782-782: Trailing comma missing

Add trailing comma

(COM812)

---

783-783: Trailing comma missing

Add trailing comma

(COM812)

🪛 Pylint (3.3.7)

[convention] 17-17: Trailing whitespace

(C0303)

---

[convention] 117-117: Trailing whitespace

(C0303)

---

[convention] 136-136: Trailing whitespace

(C0303)

---

[convention] 145-145: Trailing whitespace

(C0303)

---

[convention] 158-158: Trailing whitespace

(C0303)

---

[convention] 166-166: Trailing whitespace

(C0303)

---

[convention] 170-170: Trailing whitespace

(C0303)

---

[convention] 175-175: Trailing whitespace

(C0303)

---

[convention] 181-181: Trailing whitespace

(C0303)

---

[convention] 189-189: Trailing whitespace

(C0303)

---

[convention] 196-196: Trailing whitespace

(C0303)

---

[convention] 209-209: Trailing whitespace

(C0303)

---

[convention] 213-213: Trailing whitespace

(C0303)

---

[convention] 221-221: Trailing whitespace

(C0303)

---

[convention] 235-235: Trailing whitespace

(C0303)

---

[convention] 243-243: Trailing whitespace

(C0303)

---

[convention] 248-248: Trailing whitespace

(C0303)

---

[convention] 256-256: Trailing whitespace

(C0303)

---

[convention] 268-268: Trailing whitespace

(C0303)

---

[convention] 271-271: Trailing whitespace

(C0303)

---

[convention] 289-289: Trailing whitespace

(C0303)

---

[convention] 293-293: Trailing whitespace

(C0303)

---

[convention] 301-301: Trailing whitespace

(C0303)

---

[convention] 310-310: Trailing whitespace

(C0303)

---

[convention] 319-319: Trailing whitespace

(C0303)

---

[convention] 329-329: Trailing whitespace

(C0303)

---

[convention] 334-334: Trailing whitespace

(C0303)

---

[convention] 338-338: Trailing whitespace

(C0303)

---

[convention] 349-349: Trailing whitespace

(C0303)

---

[convention] 373-373: Trailing whitespace

(C0303)

---

[convention] 380-380: Trailing whitespace

(C0303)

---

[convention] 386-386: Trailing whitespace

(C0303)

---

[convention] 393-393: Trailing whitespace

(C0303)

---

[convention] 399-399: Trailing whitespace

(C0303)

---

[convention] 406-406: Trailing whitespace

(C0303)

---

[convention] 412-412: Trailing whitespace

(C0303)

---

[convention] 418-418: Trailing whitespace

(C0303)

---

[convention] 434-434: Trailing whitespace

(C0303)

---

[convention] 443-443: Trailing whitespace

(C0303)

---

[convention] 455-455: Trailing whitespace

(C0303)

---

[convention] 462-462: Trailing whitespace

(C0303)

---

[convention] 478-478: Trailing whitespace

(C0303)

---

[convention] 482-482: Trailing whitespace

(C0303)

---

[convention] 495-495: Trailing whitespace

(C0303)

---

[convention] 502-502: Trailing whitespace

(C0303)

---

[convention] 506-506: Trailing whitespace

(C0303)

---

[convention] 511-511: Trailing whitespace

(C0303)

---

[convention] 519-519: Trailing whitespace

(C0303)

---

[convention] 527-527: Trailing whitespace

(C0303)

---

[convention] 530-530: Trailing whitespace

(C0303)

---

[convention] 532-532: Trailing whitespace

(C0303)

---

[convention] 541-541: Trailing whitespace

(C0303)

---

[convention] 546-546: Trailing whitespace

(C0303)

---

[convention] 551-551: Trailing whitespace

(C0303)

---

[convention] 558-558: Trailing whitespace

(C0303)

---

[convention] 566-566: Trailing whitespace

(C0303)

---

[convention] 575-575: Trailing whitespace

(C0303)

---

[convention] 585-585: Trailing whitespace

(C0303)

---

[convention] 592-592: Trailing whitespace

(C0303)

---

[convention] 600-600: Trailing whitespace

(C0303)

---

[convention] 603-603: Trailing whitespace

(C0303)

---

[convention] 617-617: Trailing whitespace

(C0303)

---

[convention] 624-624: Trailing whitespace

(C0303)

---

[convention] 632-632: Trailing whitespace

(C0303)

---

[convention] 673-673: Trailing whitespace

(C0303)

---

[convention] 681-681: Trailing whitespace

(C0303)

---

[convention] 690-690: Trailing whitespace

(C0303)

---

[convention] 697-697: Trailing whitespace

(C0303)

---

[convention] 740-740: Trailing whitespace

(C0303)

---

[convention] 785-785: Trailing whitespace

(C0303)

---

[convention] 793-793: Final newline missing

(C0304)

---

[warning] 205-205: Unused argument 'step_type'

(W0613)

---

[warning] 257-257: Unused variable 'job_name'

(W0612)

---

[warning] 273-273: Unused variable 'job_name'

(W0612)

---

[warning] 313-313: Using open without explicitly specifying an encoding

(W1514)

---

[warning] 556-556: Catching too general exception Exception

(W0718)

---

[convention] 587-587: Import outside toplevel (time)

(C0415)

---

[convention] 599-599: Import outside toplevel (sys)

(C0415)

---

[warning] 599-599: Unused import sys

(W0611)

---

[convention] 7-7: standard import "json" should be placed before third party import "pytest"

(C0411)

---

[convention] 9-9: standard import "os" should be placed before third party imports "pytest", "yaml"

(C0411)

---

[convention] 10-10: standard import "unittest.mock.Mock" should be placed before third party imports "pytest", "yaml"

(C0411)

---

[convention] 11-11: standard import "pathlib.Path" should be placed before third party imports "pytest", "yaml"

(C0411)

---

[convention] 12-12: standard import "typing.Dict" should be placed before third party imports "pytest", "yaml"

(C0411)

---

[warning] 7-7: Unused import json

(W0611)

---

[warning] 9-9: Unused import os

(W0611)

---

[warning] 10-10: Unused Mock imported from unittest.mock

(W0611)

---

[warning] 10-10: Unused mock_open imported from unittest.mock

(W0611)

---

[warning] 12-12: Unused Dict imported from typing

(W0611)

---

[warning] 12-12: Unused List imported from typing

(W0611)

---

[warning] 12-12: Unused Any imported from typing

(W0611)

🤖 Prompt for AI Agents

In test_github_workflows.py across the entire file (lines 1 to 793), there are
multiple instances of trailing whitespace on many lines. Remove all trailing
whitespace characters at the end of these lines to clean up the file. Configure
your editor or use a pre-commit hook to automatically strip trailing whitespace
on save to prevent this issue in the future.

[coderabbitai]

🛠️ Refactor suggestion

Fix unused loop variable

-for job_name, job_config in parsed['jobs'].items():
+for _job_name, job_config in parsed['jobs'].items():

📝 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

	for job_name, job_config in parsed['jobs'].items():
	if 'steps' in job_config:
	assert len(job_config['steps']) <= validator_config['max_steps_per_job']
	for _job_name, job_config in parsed['jobs'].items():
	if 'steps' in job_config:
	assert len(job_config['steps']) <= validator_config['max_steps_per_job']

🧰 Tools

🪛 Ruff (0.11.9)

273-273: Loop control variable job_name not used within loop body

Rename unused job_name to _job_name

(B007)

🪛 Pylint (3.3.7)

[warning] 273-273: Unused variable 'job_name'

(W0612)

🤖 Prompt for AI Agents

In test_github_workflows.py around lines 273 to 275, the loop variable job_name
is declared but not used, causing an unused variable issue. To fix this, replace
job_name with an underscore (_) to indicate the variable is intentionally
unused, keeping the loop functional and clean.

[coderabbitai]

🧹 Nitpick (assertive)

Add newline at end of file

Files should end with a newline character.

 if __name__ == "__main__":
-    pytest.main([__file__, "-v", "--tb=short"])
+    pytest.main([__file__, "-v", "--tb=short"])
+

📝 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 __name__ == "__main__":
	pytest.main([__file__, "-v", "--tb=short"])
	if __name__ == "__main__":
	pytest.main([__file__, "-v", "--tb=short"])

🧰 Tools

🪛 Flake8 (7.2.0)

[warning] 793-793: no newline at end of file

(W292)

🪛 Pylint (3.3.7)

[convention] 793-793: Final newline missing

(C0304)

🤖 Prompt for AI Agents

In test_github_workflows.py at lines 792 to 793, the file is missing a newline
character at the end. Add a single newline character after the last line to
ensure the file ends with a newline.

[coderabbitai]

🛠️ Refactor suggestion

Improve the permission denied test reliability.

The permission test may fail on some systems and needs better error handling.

Apply this diff to improve the test:

-    def test_permission_denied_error(self, temp_config_dir):
+    def test_permission_denied_error(self, temp_config_dir: Path) -> None:
         """Test handling of permission denied errors."""
         config_file = temp_config_dir / "restricted.json"
-        with open(config_file, 'w') as f:
+        with open(config_file, 'w', encoding='utf-8') as f:
             json.dump({"key": "value"}, f)
-        
+
         # Make file unreadable
         os.chmod(config_file, 0o000)
-        
+
         try:
-            with pytest.raises(PermissionError):
-                with open(config_file, 'r') as f:
+            with pytest.raises((PermissionError, OSError)):
+                with open(config_file, 'r', encoding='utf-8') as f:
                     json.load(f)
         finally:
             # Restore permissions for cleanup
             os.chmod(config_file, 0o644)

📝 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

	def test_permission_denied_error(self, temp_config_dir):
	"""Test handling of permission denied errors."""
	config_file = temp_config_dir / "restricted.json"
	with open(config_file, 'w') as f:
	json.dump({"key": "value"}, f)
	# Make file unreadable
	os.chmod(config_file, 0o000)
	try:
	with pytest.raises(PermissionError):
	with open(config_file, 'r') as f:
	json.load(f)
	finally:
	# Restore permissions for cleanup
	os.chmod(config_file, 0o644)
	def test_permission_denied_error(self, temp_config_dir: Path) -> None:
	"""Test handling of permission denied errors."""
	config_file = temp_config_dir / "restricted.json"
	with open(config_file, 'w', encoding='utf-8') as f:
	json.dump({"key": "value"}, f)
	# Make file unreadable
	os.chmod(config_file, 0o000)
	try:
	with pytest.raises((PermissionError, OSError)):
	with open(config_file, 'r', encoding='utf-8') as f:
	json.load(f)
	finally:
	# Restore permissions for cleanup
	os.chmod(config_file, 0o644)

🧰 Tools

🪛 Flake8 (7.2.0)

[warning] 310-310: blank line contains whitespace

(W293)

---

[warning] 313-313: blank line contains whitespace

(W293)

---

[warning] 321-321: blank line contains whitespace

(W293)

🪛 Ruff (0.11.9)

305-305: Missing return type annotation for public function test_permission_denied_error

Add return type annotation: None

(ANN201)

---

305-305: Missing type annotation for function argument temp_config_dir

(ANN001)

---

315-316: Use a single with statement with multiple contexts instead of nested with statements

(SIM117)

---

316-316: Unnecessary mode argument

Remove mode argument

(UP015)

🪛 Pylint (3.3.7)

[convention] 310-310: Trailing whitespace

(C0303)

---

[convention] 313-313: Trailing whitespace

(C0303)

---

[convention] 321-321: Trailing whitespace

(C0303)

---

[warning] 308-308: Using open without explicitly specifying an encoding

(W1514)

---

[warning] 316-316: Using open without explicitly specifying an encoding

(W1514)

🤖 Prompt for AI Agents

In test_config_files.py around lines 305 to 321, the test for permission denied
errors can be unreliable on some systems due to direct file permission changes.
To fix this, modify the test to mock the open function or use a more controlled
way to simulate permission errors, ensuring consistent triggering of
PermissionError. Also, add error handling to safely restore file permissions in
the finally block to avoid test failures during cleanup.

[coderabbitai]

🛠️ Refactor suggestion

Add type annotations and fix formatting issues.

The fixture definitions need type annotations and have trailing whitespace issues throughout.

Apply this diff to add type annotations and fix formatting:

+from typing import Any, Dict, Generator
+
 class TestConfigFileValidation:
     """Test suite for validating configuration files."""
-    
+
     @pytest.fixture
-    def temp_config_dir(self):
+    def temp_config_dir(self) -> Generator[Path, None, None]:
         """Create a temporary directory for test config files."""
         with tempfile.TemporaryDirectory() as temp_dir:
             yield Path(temp_dir)
-    
+
     @pytest.fixture
-    def sample_json_config(self):
+    def sample_json_config(self) -> Dict[str, Any]:
         """Sample JSON configuration for testing."""
         return {
             "database": {
                 "host": "localhost",
                 "port": 5432,
-                "name": "testdb"
+                "name": "testdb",
             },
             "api": {
                 "base_url": "https://api.example.com",
                 "timeout": 30,
-                "retries": 3
+                "retries": 3,
             },
             "logging": {
                 "level": "INFO",
-                "format": "%(asctime)s - %(name)s - %(levelname)s - %(message)s"
-            }
+                "format": "%(asctime)s - %(name)s - %(levelname)s - %(message)s",
+            },
         }
-    
+
     @pytest.fixture
-    def sample_yaml_config(self):
+    def sample_yaml_config(self) -> str:
         """Sample YAML configuration for testing."""
         return """
         database:
@@ -53,7 +56,7 @@
           level: INFO
           format: "%(asctime)s - %(name)s - %(levelname)s - %(message)s"
         """
-    
+
     @pytest.fixture
-    def sample_ini_config(self):
+    def sample_ini_config(self) -> str:
         """Sample INI configuration for testing."""

📝 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

	class TestConfigFileValidation:
	"""Test suite for validating configuration files."""
	@pytest.fixture
	def temp_config_dir(self):
	"""Create a temporary directory for test config files."""
	with tempfile.TemporaryDirectory() as temp_dir:
	yield Path(temp_dir)
	@pytest.fixture
	def sample_json_config(self):
	"""Sample JSON configuration for testing."""
	return {
	"database": {
	"host": "localhost",
	"port": 5432,
	"name": "testdb"
	},
	"api": {
	"base_url": "https://api.example.com",
	"timeout": 30,
	"retries": 3
	},
	"logging": {
	"level": "INFO",
	"format": "%(asctime)s - %(name)s - %(levelname)s - %(message)s"
	}
	}
	@pytest.fixture
	def sample_yaml_config(self):
	"""Sample YAML configuration for testing."""
	return """
	database:
	host: localhost
	port: 5432
	name: testdb
	api:
	base_url: https://api.example.com
	timeout: 30
	retries: 3
	logging:
	level: INFO
	format: "%(asctime)s - %(name)s - %(levelname)s - %(message)s"
	"""
	@pytest.fixture
	def sample_ini_config(self):
	"""Sample INI configuration for testing."""
	return """
	[database]
	host = localhost
	port = 5432
	name = testdb
	[api]
	base_url = https://api.example.com
	timeout = 30
	retries = 3
	[logging]
	level = INFO
	format = %%(asctime)s - %%(name)s - %%(levelname)s - %%(message)s
	"""
	from typing import Any, Dict, Generator
	class TestConfigFileValidation:
	"""Test suite for validating configuration files."""
	@pytest.fixture
	def temp_config_dir(self) -> Generator[Path, None, None]:
	"""Create a temporary directory for test config files."""
	with tempfile.TemporaryDirectory() as temp_dir:
	yield Path(temp_dir)
	@pytest.fixture
	def sample_json_config(self) -> Dict[str, Any]:
	"""Sample JSON configuration for testing."""
	return {
	"database": {
	"host": "localhost",
	"port": 5432,
	"name": "testdb",
	},
	"api": {
	"base_url": "https://api.example.com",
	"timeout": 30,
	"retries": 3,
	},
	"logging": {
	"level": "INFO",
	"format": "%(asctime)s - %(name)s - %(levelname)s - %(message)s",
	},
	}
	@pytest.fixture
	def sample_yaml_config(self) -> str:
	"""Sample YAML configuration for testing."""
	return """
	database:
	host: localhost
	port: 5432
	name: testdb
	api:
	base_url: https://api.example.com
	timeout: 30
	retries: 3
	logging:
	level: INFO
	format: "%(asctime)s - %(name)s - %(levelname)s - %(message)s"
	"""
	@pytest.fixture
	def sample_ini_config(self) -> str:
	"""Sample INI configuration for testing."""
	return """
	[database]
	host = localhost
	port = 5432
	name = testdb
	[api]
	base_url = https://api.example.com
	timeout = 30
	retries = 3
	[logging]
	level = INFO
	format = %%(asctime)s - %%(name)s - %%(levelname)s - %%(message)s
	"""

🧰 Tools

🪛 Flake8 (7.2.0)

[warning] 14-14: blank line contains whitespace

(W293)

---

[warning] 20-20: blank line contains whitespace

(W293)

---

[warning] 40-40: blank line contains whitespace

(W293)

---

[warning] 57-57: blank line contains whitespace

(W293)

---

[warning] 66-66: blank line contains whitespace

(W293)

---

[warning] 71-71: blank line contains whitespace

(W293)

🪛 Ruff (0.11.9)

16-16: Missing return type annotation for public function temp_config_dir

(ANN201)

---

22-22: Missing return type annotation for public function sample_json_config

(ANN201)

---

28-28: Trailing comma missing

Add trailing comma

(COM812)

---

33-33: Trailing comma missing

Add trailing comma

(COM812)

---

37-37: Trailing comma missing

Add trailing comma

(COM812)

---

38-38: Trailing comma missing

Add trailing comma

(COM812)

---

42-42: Missing return type annotation for public function sample_yaml_config

Add return type annotation: str

(ANN201)

---

59-59: Missing return type annotation for public function sample_ini_config

Add return type annotation: str

(ANN201)

🪛 Pylint (3.3.7)

[convention] 14-14: Trailing whitespace

(C0303)

---

[convention] 20-20: Trailing whitespace

(C0303)

---

[convention] 40-40: Trailing whitespace

(C0303)

---

[convention] 57-57: Trailing whitespace

(C0303)

🤖 Prompt for AI Agents

In test_config_files.py between lines 12 and 76, add appropriate type
annotations to all pytest fixture methods, specifying their return types such as
Path for temp_config_dir and str or dict for the config fixtures. Also, remove
any trailing whitespace from the fixture method bodies and their returned
strings to fix formatting issues. Ensure consistent indentation and clean
formatting throughout the fixture definitions.

[coderabbitai]

🧹 Nitpick (assertive)

Extract URL validation pattern to a class constant.

The repeated URL regex pattern should be extracted to avoid duplication and improve maintainability.

 class TestConfigFileValidationRules:
     """Test validation rules for configuration files."""
-    
+
+    URL_PATTERN = re.compile(
+        r'^https?://'  # http:// or https://
+        r'(?:(?:[A-Z0-9](?:[A-Z0-9-]{0,61}[A-Z0-9])?\.)+[A-Z]{2,6}\.?|'  # domain...
+        r'localhost|'  # localhost...
+        r'\d{1,3}\.\d{1,3}\.\d{1,3}\.\d{1,3})'  # ...or ip
+        r'(?::\d+)?'  # optional port
+        r'(?:/?|[/?]\S+)$', re.IGNORECASE)
+
     @pytest.mark.parametrize("url", [
         "http://example.com",
         "https://api.example.com",
-        "https://api.example.com:8080/v1"
+        "https://api.example.com:8080/v1",
     ])
-    def test_valid_urls(self, url):
+    def test_valid_urls(self, url: str) -> None:
         """Test validation of valid URLs."""
-        import re
-        url_pattern = re.compile(
-            r'^https?://'  # http:// or https://
-            r'(?:(?:[A-Z0-9](?:[A-Z0-9-]{0,61}[A-Z0-9])?\.)+[A-Z]{2,6}\.?|'  # domain...
-            r'localhost|'  # localhost...
-            r'\d{1,3}\.\d{1,3}\.\d{1,3}\.\d{1,3})'  # ...or ip
-            r'(?::\d+)?'  # optional port
-            r'(?:/?|[/?]\S+)$', re.IGNORECASE)
-        
-        assert url_pattern.match(url) is not None
+        assert self.URL_PATTERN.match(url) is not None

Add import re to the top-level imports and apply similar changes to test_invalid_urls.

📝 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

	@pytest.mark.parametrize("url", [
	"http://example.com",
	"https://api.example.com",
	"https://api.example.com:8080/v1"
	])
	def test_valid_urls(self, url):
	"""Test validation of valid URLs."""
	import re
	url_pattern = re.compile(
	r'^https?://' # http:// or https://
	r'(?:(?:[A-Z0-9](?:[A-Z0-9-]{0,61}[A-Z0-9])?\.)+[A-Z]{2,6}\.?|' # domain...
	r'localhost|' # localhost...
	r'\d{1,3}\.\d{1,3}\.\d{1,3}\.\d{1,3})' # ...or ip
	r'(?::\d+)?' # optional port
	r'(?:/?|[/?]\S+)$', re.IGNORECASE)
	assert url_pattern.match(url) is not None
	@pytest.mark.parametrize("url", [
	"not-a-url",
	"ftp://example.com",
	"http://",
	"https://"
	])
	def test_invalid_urls(self, url):
	"""Test validation of invalid URLs."""
	import re
	url_pattern = re.compile(
	r'^https?://' # http:// or https://
	r'(?:(?:[A-Z0-9](?:[A-Z0-9-]{0,61}[A-Z0-9])?\.)+[A-Z]{2,6}\.?|' # domain...
	r'localhost|' # localhost...
	r'\d{1,3}\.\d{1,3}\.\d{1,3}\.\d{1,3})' # ...or ip
	r'(?::\d+)?' # optional port
	r'(?:/?|[/?]\S+)$', re.IGNORECASE)
	assert url_pattern.match(url) is None
	class TestConfigFileValidationRules:
	"""Test validation rules for configuration files."""
	+ URL_PATTERN = re.compile(
	+ r'^https?://' # http:// or https://
	+ r'(?:(?:[A-Z0-9](?:[A-Z0-9-]{0,61}[A-Z0-9])?\.)+[A-Z]{2,6}\.?|' # domain...
	+ r'localhost|' # localhost...
	+ r'\d{1,3}\.\d{1,3}\.\d{1,3}\.\d{1,3})' # ...or ip
	+ r'(?::\d+)?' # optional port
	+ r'(?:/?|[/?]\S+)$', re.IGNORECASE)
	@pytest.mark.parametrize("url", [
	"http://example.com",
	"https://api.example.com",
	- "https://api.example.com:8080/v1"
	+ "https://api.example.com:8080/v1",
	])
	- def test_valid_urls(self, url):
	+ def test_valid_urls(self, url: str) -> None:
	"""Test validation of valid URLs."""
	- import re
	- url_pattern = re.compile(
	- r'^https?://' # http:// or https://
	- r'(?:(?:[A-Z0-9](?:[A-Z0-9-]{0,61}[A-Z0-9])?\.)+[A-Z]{2,6}\.?|' # domain...
	- r'localhost|' # localhost...
	- r'\d{1,3}\.\d{1,3}\.\d{1,3}\.\d{1,3})' # ...or ip
	- r'(?::\d+)?' # optional port
	- r'(?:/?|[/?]\S+)$', re.IGNORECASE)
	-
	- assert url_pattern.match(url) is not None
	+ assert self.URL_PATTERN.match(url) is not None
	@pytest.mark.parametrize("url", [
	"not-a-url",
	"ftp://example.com",
	"http://",
	"https://"
	])
	def test_invalid_urls(self, url):
	"""Test validation of invalid URLs."""
	import re
	url_pattern = re.compile(
	r'^https?://' # http:// or https://
	r'(?:(?:[A-Z0-9](?:[A-Z0-9-]{0,61}[A-Z0-9])?\.)+[A-Z]{2,6}\.?|' # domain...
	r'localhost|' # localhost...
	r'\d{1,3}\.\d{1,3}\.\d{1,3}\.\d{1,3})' # ...or ip
	r'(?::\d+)?' # optional port
	r'(?:/?|[/?]\S+)$', re.IGNORECASE)
	assert url_pattern.match(url) is None

🧰 Tools

🪛 Flake8 (7.2.0)

[warning] 462-462: blank line contains whitespace

(W293)

---

[warning] 464-464: blank line contains whitespace

(W293)

---

[warning] 481-481: blank line contains whitespace

(W293)

🪛 Ruff (0.11.9)

450-450: Trailing comma missing

Add trailing comma

(COM812)

---

452-452: Missing return type annotation for public function test_valid_urls

Add return type annotation: None

(ANN201)

---

452-452: Missing type annotation for function argument url

(ANN001)

---

469-469: Trailing comma missing

Add trailing comma

(COM812)

---

471-471: Missing return type annotation for public function test_invalid_urls

Add return type annotation: None

(ANN201)

---

471-471: Missing type annotation for function argument url

(ANN001)

🪛 Pylint (3.3.7)

[convention] 462-462: Trailing whitespace

(C0303)

---

[convention] 464-464: Trailing whitespace

(C0303)

---

[convention] 481-481: Trailing whitespace

(C0303)

---

[convention] 454-454: Import outside toplevel (re)

(C0415)

---

[convention] 473-473: Import outside toplevel (re)

(C0415)

🤖 Prompt for AI Agents

In test_config_files.py around lines 447 to 483, the URL regex pattern is
duplicated in both test_valid_urls and test_invalid_urls functions. Extract this
regex pattern into a class-level constant or module-level constant to avoid
repetition. Move the import re statement to the top of the file with other
imports. Then update both test functions to use this constant for URL validation
instead of defining the regex inline.

[coderabbitai]

🧹 Nitpick (assertive)

🛠️ Refactor suggestion

Consider splitting this large test file

The file has 1451 lines, which exceeds typical readability limits. Consider splitting it into multiple focused test files:

• test_json_helpers.py - JSON parsing/dumping tests
• test_file_helpers.py - File system operation tests
• test_data_helpers.py - Dictionary, list, and data manipulation tests
• test_retry_helpers.py - Retry mechanism tests
• test_integration.py - Integration and performance tests

Would you like me to help reorganize this into smaller, more focused test modules?

🧰 Tools

🪛 Flake8 (7.2.0)

[error] 17-17: module level import not at top of file

(E402)

---

[warning] 33-33: blank line contains whitespace

(W293)

---

[warning] 39-39: blank line contains whitespace

(W293)

---

[warning] 45-45: blank line contains whitespace

(W293)

---

[warning] 51-51: blank line contains whitespace

(W293)

---

[warning] 57-57: blank line contains whitespace

(W293)

---

[warning] 62-62: blank line contains whitespace

(W293)

---

[warning] 71-71: blank line contains whitespace

(W293)

---

[warning] 78-78: blank line contains whitespace

(W293)

---

[warning] 85-85: blank line contains whitespace

(W293)

---

[warning] 91-91: blank line contains whitespace

(W293)

---

[warning] 99-99: blank line contains whitespace

(W293)

---

[warning] 110-110: blank line contains whitespace

(W293)

---

[warning] 118-118: blank line contains whitespace

(W293)

---

[warning] 125-125: blank line contains whitespace

(W293)

---

[warning] 132-132: blank line contains whitespace

(W293)

---

[warning] 138-138: blank line contains whitespace

(W293)

---

[warning] 148-148: blank line contains whitespace

(W293)

---

[warning] 153-153: blank line contains whitespace

(W293)

---

[warning] 156-156: blank line contains whitespace

(W293)

---

[warning] 160-160: blank line contains whitespace

(W293)

---

[warning] 166-166: blank line contains whitespace

(W293)

---

[warning] 170-170: blank line contains whitespace

(W293)

---

[warning] 175-175: blank line contains whitespace

(W293)

---

[warning] 178-178: blank line contains whitespace

(W293)

---

[warning] 186-186: blank line contains whitespace

(W293)

---

[warning] 189-189: blank line contains whitespace

(W293)

---

[warning] 198-198: blank line contains whitespace

(W293)

---

[warning] 204-204: blank line contains whitespace

(W293)

---

[warning] 211-211: blank line contains whitespace

(W293)

---

[warning] 228-228: blank line contains whitespace

(W293)

---

[warning] 234-234: blank line contains whitespace

(W293)

---

[warning] 243-243: blank line contains whitespace

(W293)

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[warning] 249-249: blank line contains whitespace

(W293)

---

[warning] 253-253: blank line contains whitespace

(W293)

---

[warning] 259-259: blank line contains whitespace

(W293)

---

[warning] 263-263: blank line contains whitespace

(W293)

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[warning] 269-269: blank line contains whitespace

(W293)

---

[warning] 273-273: blank line contains whitespace

(W293)

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[warning] 279-279: blank line contains whitespace

(W293)

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[warning] 287-287: blank line contains whitespace

(W293)

---

[warning] 293-293: blank line contains whitespace

(W293)

---

[warning] 299-299: blank line contains whitespace

(W293)

---

[warning] 305-305: blank line contains whitespace

(W293)

---

[warning] 310-310: blank line contains whitespace

(W293)

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[warning] 316-316: blank line contains whitespace

(W293)

---

[warning] 326-326: blank line contains whitespace

(W293)

---

[warning] 334-334: blank line contains whitespace

(W293)

---

[warning] 342-342: blank line contains whitespace

(W293)

---

[warning] 354-354: blank line contains whitespace

(W293)

---

[warning] 359-359: blank line contains whitespace

(W293)

---

[warning] 366-366: blank line contains whitespace

(W293)

---

[warning] 368-368: blank line contains whitespace

(W293)

---

[warning] 375-375: blank line contains whitespace

(W293)

---

[warning] 382-382: blank line contains whitespace

(W293)

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[warning] 389-389: blank line contains whitespace

(W293)

---

[warning] 396-396: blank line contains whitespace

(W293)

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[warning] 403-403: blank line contains whitespace

(W293)

---

[warning] 408-408: blank line contains whitespace

(W293)

---

[warning] 419-419: blank line contains whitespace

(W293)

---

[warning] 425-425: blank line contains whitespace

(W293)

---

[warning] 431-431: blank line contains whitespace

(W293)

---

[warning] 437-437: blank line contains whitespace

(W293)

---

[warning] 444-444: blank line contains whitespace

(W293)

---

[warning] 449-449: blank line contains whitespace

(W293)

---

[warning] 456-456: blank line contains whitespace

(W293)

---

[warning] 462-462: blank line contains whitespace

(W293)

---

[warning] 465-465: blank line contains whitespace

(W293)

---

[warning] 470-470: blank line contains whitespace

(W293)

---

[warning] 476-476: blank line contains whitespace

(W293)

---

[warning] 480-480: blank line contains whitespace

(W293)

---

[warning] 484-484: blank line contains whitespace

(W293)

---

[warning] 487-487: blank line contains whitespace

(W293)

---

[warning] 498-498: blank line contains whitespace

(W293)

---

[warning] 501-501: blank line contains whitespace

(W293)

---

[warning] 504-504: blank line contains whitespace

(W293)

---

[warning] 507-507: blank line contains whitespace

(W293)

---

[warning] 511-511: blank line contains whitespace

(W293)

---

[error] 521-521: expected 2 blank lines, found 1

(E302)

---

[warning] 523-523: blank line contains whitespace

(W293)

---

[warning] 530-530: blank line contains whitespace

(W293)

---

[warning] 533-533: blank line contains whitespace

(W293)

---

[warning] 540-540: blank line contains whitespace

(W293)

---

[warning] 549-549: blank line contains whitespace

(W293)

---

[warning] 554-554: blank line contains whitespace

(W293)

---

[error] 559-559: at least two spaces before inline comment

(E261)

---

[error] 560-560: at least two spaces before inline comment

(E261)

---

[warning] 563-563: blank line contains whitespace

(W293)

---

[warning] 568-568: blank line contains whitespace

(W293)

---

[warning] 586-586: blank line contains whitespace

(W293)

---

[warning] 593-593: blank line contains whitespace

(W293)

---

[warning] 596-596: blank line contains whitespace

(W293)

---

[warning] 602-602: blank line contains whitespace

(W293)

---

[warning] 605-605: blank line contains whitespace

(W293)

---

[warning] 608-608: blank line contains whitespace

(W293)

---

[warning] 612-612: blank line contains whitespace

(W293)

---

[warning] 617-617: blank line contains whitespace

(W293)

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[warning] 626-626: blank line contains whitespace

(W293)

---

[warning] 629-629: blank line contains whitespace

(W293)

---

[warning] 640-640: blank line contains whitespace

(W293)

---

[warning] 645-645: blank line contains whitespace

(W293)

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[warning] 652-652: blank line contains whitespace

(W293)

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[warning] 657-657: blank line contains whitespace

(W293)

---

[warning] 663-663: blank line contains whitespace

(W293)

---

[warning] 667-667: blank line contains whitespace

(W293)

---

[warning] 672-672: blank line contains whitespace

(W293)

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[warning] 676-676: blank line contains whitespace

(W293)

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[warning] 682-682: blank line contains whitespace

(W293)

---

[warning] 685-685: blank line contains whitespace

(W293)

---

[warning] 690-690: blank line contains whitespace

(W293)

---

[warning] 694-694: blank line contains whitespace

(W293)

---

[warning] 699-699: blank line contains whitespace

(W293)

---

[warning] 708-708: blank line contains whitespace

(W293)

---

[warning] 713-713: trailing whitespace

(W291)

---

[warning] 716-716: blank line contains whitespace

(W293)

---

[warning] 718-718: blank line contains whitespace

(W293)

---

[warning] 725-725: blank line contains whitespace

(W293)

---

[warning] 729-729: blank line contains whitespace

(W293)

---

[warning] 734-734: blank line contains whitespace

(W293)

---

[warning] 740-740: blank line contains whitespace

(W293)

---

[warning] 743-743: blank line contains whitespace

(W293)

---

[warning] 748-748: blank line contains whitespace

(W293)

---

[warning] 753-753: blank line contains whitespace

(W293)

---

[warning] 763-763: blank line contains whitespace

(W293)

---

[warning] 766-766: blank line contains whitespace

(W293)

---

[warning] 770-770: blank line contains whitespace

(W293)

---

[error] 771-771: local variable 'start_time' is assigned to but never used

(F841)

---

[warning] 773-773: blank line contains whitespace

(W293)

---

[warning] 779-779: blank line contains whitespace

(W293)

---

[warning] 781-781: blank line contains whitespace

(W293)

---

[warning] 784-784: blank line contains whitespace

(W293)

---

[warning] 794-794: blank line contains whitespace

(W293)

---

[warning] 818-818: blank line contains whitespace

(W293)

---

[warning] 820-820: blank line contains whitespace

(W293)

---

[warning] 831-831: blank line contains whitespace

(W293)

---

[warning] 834-834: blank line contains whitespace

(W293)

---

[error] 839-839: dictionary key 1 repeated with different values

(F601)

---

[error] 841-841: dictionary key 1 repeated with different values

(F601)

---

[warning] 845-845: blank line contains whitespace

(W293)

---

[warning] 847-847: blank line contains whitespace

(W293)

---

[warning] 850-850: trailing whitespace

(W291)

---

[warning] 854-854: blank line contains whitespace

(W293)

---

[warning] 856-856: blank line contains whitespace

(W293)

---

[warning] 860-860: blank line contains whitespace

(W293)

---

[warning] 864-864: blank line contains whitespace

(W293)

---

[warning] 874-874: blank line contains whitespace

(W293)

---

[warning] 887-887: blank line contains whitespace

(W293)

---

[warning] 892-892: blank line contains whitespace

(W293)

---

[warning] 895-895: blank line contains whitespace

(W293)

---

[warning] 902-902: blank line contains whitespace

(W293)

---

[warning] 907-907: blank line contains whitespace

(W293)

---

[warning] 912-912: blank line contains whitespace

(W293)

---

[warning] 919-919: blank line contains whitespace

(W293)

---

[warning] 926-926: blank line contains whitespace

(W293)

---

[warning] 930-930: blank line contains whitespace

(W293)

---

[warning] 936-936: blank line contains whitespace

(W293)

---

[error] 949-949: at least two spaces before inline comment

(E261)

---

[warning] 951-951: blank line contains whitespace

(W293)

---

[warning] 960-960: blank line contains whitespace

(W293)

---

[warning] 969-969: blank line contains whitespace

(W293)

---

[warning] 980-980: blank line contains whitespace

(W293)

---

[warning] 990-990: trailing whitespace

(W291)

---

[warning] 993-993: blank line contains whitespace

(W293)

---

[warning] 995-995: blank line contains whitespace

(W293)

---

[warning] 1000-1000: blank line contains whitespace

(W293)

---

[warning] 1005-1005: blank line contains whitespace

(W293)

---

[warning] 1007-1007: blank line contains whitespace

(W293)

---

[warning] 1011-1011: blank line contains whitespace

(W293)

---

[warning] 1026-1026: blank line contains whitespace

(W293)

---

[warning] 1028-1028: blank line contains whitespace

(W293)

---

[warning] 1033-1033: blank line contains whitespace

(W293)

---

[warning] 1038-1038: blank line contains whitespace

(W293)

---

[warning] 1042-1042: blank line contains whitespace

(W293)

---

[warning] 1044-1044: blank line contains whitespace

(W293)

---

[warning] 1048-1048: blank line contains whitespace

(W293)

---

[warning] 1057-1057: blank line contains whitespace

(W293)

---

[warning] 1062-1062: blank line contains whitespace

(W293)

---

[warning] 1067-1067: blank line contains whitespace

(W293)

---

[warning] 1070-1070: blank line contains whitespace

(W293)

---

[warning] 1075-1075: blank line contains whitespace

(W293)

---

[warning] 1080-1080: blank line contains whitespace

(W293)

---

[warning] 1082-1082: blank line contains whitespace

(W293)

---

[warning] 1086-1086: blank line contains whitespace

(W293)

---

[warning] 1090-1090: blank line contains whitespace

(W293)

---

[warning] 1094-1094: trailing whitespace

(W291)

---

[warning] 1095-1095: trailing whitespace

(W291)

---

[warning] 1098-1098: blank line contains whitespace

(W293)

---

[warning] 1100-1100: blank line contains whitespace

(W293)

---

[warning] 1106-1106: blank line contains whitespace

(W293)

---

[warning] 1110-1110: blank line contains whitespace

(W293)

---

[warning] 1117-1117: blank line contains whitespace

(W293)

---

[warning] 1121-1121: blank line contains whitespace

(W293)

---

[warning] 1125-1125: blank line contains whitespace

(W293)

---

[warning] 1133-1133: blank line contains whitespace

(W293)

---

[warning] 1144-1144: blank line contains whitespace

(W293)

---

[warning] 1157-1157: blank line contains whitespace

(W293)

---

[warning] 1165-1165: blank line contains whitespace

(W293)

---

[warning] 1172-1172: blank line contains whitespace

(W293)

---

[warning] 1179-1179: blank line contains whitespace

(W293)

---

[warning] 1187-1187: blank line contains whitespace

(W293)

---

[warning] 1201-1201: blank line contains whitespace

(W293)

---

[warning] 1210-1210: blank line contains whitespace

(W293)

---

[warning] 1215-1215: blank line contains whitespace

(W293)

---

[warning] 1220-1220: blank line contains whitespace

(W293)

---

[warning] 1224-1224: blank line contains whitespace

(W293)

---

[warning] 1228-1228: blank line contains whitespace

(W293)

---

[warning] 1232-1232: blank line contains whitespace

(W293)

---

[warning] 1235-1235: blank line contains whitespace

(W293)

---

[warning] 1242-1242: blank line contains whitespace

(W293)

---

[warning] 1247-1247: blank line contains whitespace

(W293)

---

[warning] 1253-1253: blank line contains whitespace

(W293)

---

[warning] 1256-1256: blank line contains whitespace

(W293)

---

[warning] 1262-1262: blank line contains whitespace

(W293)

---

[warning] 1270-1270: blank line contains whitespace

(W293)

---

[warning] 1283-1283: blank line contains whitespace

(W293)

---

[warning] 1286-1286: blank line contains whitespace

(W293)

---

[warning] 1293-1293: blank line contains whitespace

(W293)

---

[warning] 1297-1297: blank line contains whitespace

(W293)

---

[warning] 1306-1306: blank line contains whitespace

(W293)

---

[warning] 1308-1308: blank line contains whitespace

(W293)

---

[warning] 1314-1314: blank line contains whitespace

(W293)

---

[warning] 1317-1317: blank line contains whitespace

(W293)

---

[warning] 1320-1320: blank line contains whitespace

(W293)

---

[warning] 1330-1330: blank line contains whitespace

(W293)

---

[warning] 1334-1334: blank line contains whitespace

(W293)

---

[warning] 1336-1336: blank line contains whitespace

(W293)

---

[warning] 1339-1339: blank line contains whitespace

(W293)

---

[warning] 1344-1344: blank line contains whitespace

(W293)

---

[warning] 1355-1355: blank line contains whitespace

(W293)

---

[warning] 1361-1361: blank line contains whitespace

(W293)

---

[warning] 1364-1364: blank line contains whitespace

(W293)

---

[warning] 1375-1375: blank line contains whitespace

(W293)

---

[warning] 1381-1381: blank line contains whitespace

(W293)

---

[warning] 1383-1383: blank line contains whitespace

(W293)

---

[warning] 1386-1386: blank line contains whitespace

(W293)

---

[warning] 1393-1393: blank line contains whitespace

(W293)

---

[warning] 1397-1397: blank line contains whitespace

(W293)

---

[warning] 1402-1402: blank line contains whitespace

(W293)

---

[warning] 1409-1409: blank line contains whitespace

(W293)

---

[warning] 1418-1418: blank line contains whitespace

(W293)

---

[warning] 1420-1420: blank line contains whitespace

(W293)

---

[warning] 1425-1425: blank line contains whitespace

(W293)

---

[warning] 1430-1430: blank line contains whitespace

(W293)

---

[warning] 1435-1435: blank line contains whitespace

(W293)

---

[warning] 1440-1440: blank line contains whitespace

(W293)

🪛 Ruff (0.11.9)

1-1: Shebang is present but file is not executable

(EXE001)

---

27-27: Trailing comma missing

Add trailing comma

(COM812)

---

34-34: Missing return type annotation for public function test_valid_json_string

Add return type annotation: None

(ANN201)

---

40-40: Missing return type annotation for public function test_valid_json_array

Add return type annotation: None

(ANN201)

---

46-46: Missing return type annotation for public function test_invalid_json_string

Add return type annotation: None

(ANN201)

---

52-52: Missing return type annotation for public function test_completely_malformed_json

Add return type annotation: None

(ANN201)

---

58-58: Missing return type annotation for public function test_none_input

Add return type annotation: None

(ANN201)

---

63-63: Missing return type annotation for public function test_empty_string

Add return type annotation: None

(ANN201)

---

72-72: Missing return type annotation for public function test_valid_dict

Add return type annotation: None

(ANN201)

---

79-79: Missing return type annotation for public function test_valid_list

Add return type annotation: None

(ANN201)

---

86-86: Missing return type annotation for public function test_custom_indent

Add return type annotation: None

(ANN201)

---

92-92: Missing return type annotation for public function test_complex_object_with_datetime

Add return type annotation: None

(ANN201)

---

95-95: datetime.datetime.now() called without a tz argument

(DTZ005)

---

100-100: Missing return type annotation for public function test_circular_reference

Add return type annotation: None

(ANN201)

---

111-111: Missing return type annotation for public function test_string_input

Add return type annotation: None

(ANN201)

---

119-119: Missing return type annotation for public function test_bytes_input

Add return type annotation: None

(ANN201)

---

126-126: Missing return type annotation for public function test_consistent_hashing

Add return type annotation: None

(ANN201)

---

133-133: Missing return type annotation for public function test_different_inputs_different_hashes

Add return type annotation: None

(ANN201)

---

139-139: Missing return type annotation for public function test_empty_string

Add return type annotation: None

(ANN201)

---

149-149: Missing return type annotation for public function test_successful_function

Add return type annotation: None

(ANN201)

---

151-151: Missing return type annotation for private function success_func

Add return type annotation: str

(ANN202)

---

157-157: Missing return type annotation for public function test_function_succeeds_after_retries

Add return type annotation: None

(ANN201)

---

161-161: Missing return type annotation for private function eventually_succeeds

Add return type annotation: str

(ANN202)

---

164-164: Avoid specifying long messages outside the exception class

(TRY003)

---

171-171: Missing return type annotation for public function test_function_fails_all_retries

Add return type annotation: None

(ANN201)

---

173-173: Missing return type annotation for private function always_fails

Add return type annotation: NoReturn

(ANN202)

---

174-174: Avoid specifying long messages outside the exception class

(TRY003)

---

180-180: Missing return type annotation for public function test_backoff_timing

Add return type annotation: None

(ANN201)

---

180-180: Missing type annotation for function argument mock_sleep

(ANN001)

---

182-182: Missing return type annotation for private function fails_twice

Add return type annotation: str

(ANN202)

---

199-199: Missing return type annotation for public function test_simple_dict

Add return type annotation: None

(ANN201)

---

205-205: Missing return type annotation for public function test_nested_dict

Add return type annotation: None

(ANN201)

---

212-212: Missing return type annotation for public function test_mixed_nested_dict

Add return type annotation: None

(ANN201)

---

217-217: Trailing comma missing

Add trailing comma

(COM812)

---

225-225: Trailing comma missing

Add trailing comma

(COM812)

---

229-229: Missing return type annotation for public function test_with_prefix

Add return type annotation: None

(ANN201)

---

235-235: Missing return type annotation for public function test_empty_dict

Add return type annotation: None

(ANN201)

---

244-244: Missing return type annotation for public function test_create_new_directory

Add return type annotation: None

(ANN201)

---

254-254: Missing return type annotation for public function test_existing_directory

Add return type annotation: None

(ANN201)

---

264-264: Missing return type annotation for public function test_nested_directory_creation

Add return type annotation: None

(ANN201)

---

274-274: Missing return type annotation for public function test_string_path_input

Add return type annotation: None

(ANN201)

---

288-288: Missing return type annotation for public function test_valid_filename

Add return type annotation: None

(ANN201)

---

294-294: Missing return type annotation for public function test_invalid_characters

Add return type annotation: None

(ANN201)

---

300-300: Missing return type annotation for public function test_leading_trailing_spaces_dots

Add return type annotation: None

(ANN201)

---

306-306: Missing return type annotation for public function test_empty_filename

Add return type annotation: None

(ANN201)

---

311-311: Missing return type annotation for public function test_only_invalid_characters

Add return type annotation: None

(ANN201)

---

317-317: Missing return type annotation for public function test_spaces_and_dots_only

Add return type annotation: None

(ANN201)

---

327-327: Missing return type annotation for public function test_simple_merge

Add return type annotation: None

(ANN201)

---

335-335: Missing return type annotation for public function test_overlapping_keys

Add return type annotation: None

(ANN201)

---

343-343: Missing return type annotation for public function test_nested_dict_merge

Add return type annotation: None

(ANN201)

---

351-351: Trailing comma missing

Add trailing comma

(COM812)

---

355-355: Missing return type annotation for public function test_empty_dicts

Add return type annotation: None

(ANN201)

---

360-360: Missing return type annotation for public function test_original_dicts_unchanged

Add return type annotation: None

(ANN201)

---

376-376: Missing return type annotation for public function test_even_chunks

Add return type annotation: None

(ANN201)

---

383-383: Missing return type annotation for public function test_uneven_chunks

Add return type annotation: None

(ANN201)

---

390-390: Missing return type annotation for public function test_chunk_size_larger_than_list

Add return type annotation: None

(ANN201)

---

397-397: Missing return type annotation for public function test_chunk_size_one

Add return type annotation: None

(ANN201)

---

404-404: Missing return type annotation for public function test_empty_list

Add return type annotation: None

(ANN201)

---

409-409: Missing return type annotation for public function test_mixed_data_types

Add return type annotation: None

(ANN201)

---

420-420: Missing return type annotation for public function test_seconds_format

Add return type annotation: None

(ANN201)

---

426-426: Missing return type annotation for public function test_minutes_format

Add return type annotation: None

(ANN201)

---

432-432: Missing return type annotation for public function test_hours_format

Add return type annotation: None

(ANN201)

---

438-438: Missing return type annotation for public function test_edge_cases

Add return type annotation: None

(ANN201)

---

445-445: Missing return type annotation for public function test_large_durations

Add return type annotation: None

(ANN201)

---

457-457: Missing return type annotation for public function test_json_and_hash_integration

Add return type annotation: None

(ANN201)

---

471-471: Missing return type annotation for public function test_file_operations_integration

Add return type annotation: None

(ANN201)

---

488-488: Missing return type annotation for public function test_data_processing_pipeline

Add return type annotation: None

(ANN201)

---

494-494: Trailing comma missing

Add trailing comma

(COM812)

---

496-496: Trailing comma missing

Add trailing comma

(COM812)

---

524-524: Missing return type annotation for public function test_deeply_nested_json_performance

Add return type annotation: None

(ANN201)

---

528-528: Loop control variable i not used within loop body

Rename unused i to _i

(B007)

---

536-536: Loop control variable i not used within loop body

Rename unused i to _i

(B007)

---

541-541: Missing return type annotation for public function test_unicode_and_escape_sequences

Add return type annotation: None

(ANN201)

---

555-555: Missing return type annotation for public function test_json_with_large_numbers

Add return type annotation: None

(ANN201)

---

578-578: Missing return type annotation for public function test_malformed_json_variations

Add return type annotation: None

(ANN201)

---

578-578: Missing type annotation for function argument malformed_json

(ANN001)

---

587-587: Missing return type annotation for public function test_circular_reference_detection

Add return type annotation: None

(ANN201)

---

597-597: Missing return type annotation for public function test_custom_objects_with_str_method

Add return type annotation: None

(ANN201)

---

600-600: Missing return type annotation for special method __init__

Add return type annotation: None

(ANN204)

---

600-600: Missing type annotation for function argument value

(ANN001)

---

603-603: Missing return type annotation for special method __str__

Add return type annotation: str

(ANN204)

---

613-613: Missing return type annotation for public function test_mixed_data_types_edge_cases

Add return type annotation: None

(ANN201)

---

630-630: Missing return type annotation for public function test_performance_large_object

Add return type annotation: None

(ANN201)

---

636-636: Trailing comma missing

Add trailing comma

(COM812)

---

653-653: Missing return type annotation for public function test_hash_distribution

Add return type annotation: None

(ANN201)

---

668-668: Missing return type annotation for public function test_avalanche_effect

Add return type annotation: None

(ANN201)

---

686-686: Missing return type annotation for public function test_hash_consistency_across_runs

Add return type annotation: None

(ANN201)

---

695-695: Missing return type annotation for public function test_empty_and_whitespace_inputs

Add return type annotation: None

(ANN201)

---

709-709: Missing return type annotation for public function test_retry_with_different_exception_types

Add return type annotation: None

(ANN201)

---

719-719: Missing return type annotation for private function failing_function

Add return type annotation: str

(ANN202)

---

731-731: Missing return type annotation for public function test_exponential_backoff_progression

Add return type annotation: None

(ANN201)

---

731-731: Missing type annotation for function argument mock_sleep

(ANN001)

---

735-735: Missing return type annotation for private function always_fails

Add return type annotation: str

(ANN202)

---

738-738: Avoid specifying long messages outside the exception class

(TRY003)

---

749-749: Missing return type annotation for public function test_retry_with_return_values

Add return type annotation: None

(ANN201)

---

754-754: Missing return type annotation for private function function_with_varying_returns

(ANN202)

---

759-759: Avoid specifying long messages outside the exception class

(TRY003)

---

767-767: Missing return type annotation for public function test_retry_timeout_simulation

Add return type annotation: None

(ANN201)

---

771-771: Local variable start_time is assigned to but never used

Remove assignment to unused variable start_time

(F841)

---

774-774: Missing return type annotation for private function time_tracking_function

Add return type annotation: str

(ANN202)

---

777-777: Avoid specifying long messages outside the exception class

(TRY003)

---

795-795: Missing return type annotation for public function test_flatten_with_complex_nested_structures

Add return type annotation: None

(ANN201)

---

802-802: Trailing comma missing

Add trailing comma

(COM812)

---

807-807: Trailing comma missing

Add trailing comma

(COM812)

---

808-808: Trailing comma missing

Add trailing comma

(COM812)

---

814-814: Trailing comma missing

Add trailing comma

(COM812)

---

815-815: Trailing comma missing

Add trailing comma

(COM812)

---

816-816: Trailing comma missing

Add trailing comma

(COM812)

---

829-829: Trailing comma missing

Add trailing comma

(COM812)

---

835-835: Missing return type annotation for public function test_flatten_with_numeric_and_boolean_keys

Add return type annotation: None

(ANN201)

---

841-841: Dictionary key literal True repeated (True hashes to the same value as 1)

(F601)

---

842-842: Trailing comma missing

Add trailing comma

(COM812)

---

843-843: Trailing comma missing

Add trailing comma

(COM812)

---

852-852: Trailing comma missing

Add trailing comma

(COM812)

---

857-857: Missing return type annotation for public function test_flatten_with_custom_separator

Add return type annotation: None

(ANN201)

---

875-875: Missing return type annotation for public function test_flatten_performance_large_dict

Add return type annotation: None

(ANN201)

---

903-903: Missing return type annotation for public function test_ensure_directory_concurrent_creation

Add return type annotation: None

(ANN201)

---

913-913: Missing return type annotation for private function create_directory

Add return type annotation: None

(ANN202)

---

913-913: Missing type annotation for function argument thread_id

(ANN001)

---

917-917: Do not catch blind exception: Exception

(BLE001)

---

937-937: Missing return type annotation for public function test_sanitize_filename_edge_cases

Add return type annotation: None

(ANN201)

---

961-961: Missing return type annotation for public function test_sanitize_filename_preserves_extensions

Add return type annotation: None

(ANN201)

---

981-981: Missing return type annotation for public function test_merge_with_conflicting_types

Add return type annotation: None

(ANN201)

---

986-986: Trailing comma missing

Add trailing comma

(COM812)

---

991-991: Trailing comma missing

Add trailing comma

(COM812)

---

1001-1001: Missing return type annotation for public function test_merge_very_deep_nesting

Add return type annotation: None

(ANN201)

---

1012-1012: Missing return type annotation for public function test_merge_with_none_and_empty_values

Add return type annotation: None

(ANN201)

---

1018-1018: Trailing comma missing

Add trailing comma

(COM812)

---

1024-1024: Trailing comma missing

Add trailing comma

(COM812)

---

1034-1034: Missing return type annotation for public function test_merge_preserves_original_dicts

Add return type annotation: None

(ANN201)

---

1058-1058: Missing return type annotation for public function test_chunk_with_large_lists

Add return type annotation: None

(ANN201)

---

1076-1076: Missing return type annotation for public function test_chunk_memory_efficiency

Add return type annotation: None

(ANN201)

---

1091-1091: Missing return type annotation for public function test_chunk_with_various_data_types

Add return type annotation: None

(ANN201)

---

1096-1096: Unnecessary list literal (rewrite as a set literal)

Rewrite as a set literal

(C405)

---

1096-1096: Trailing comma missing

Add trailing comma

(COM812)

---

1111-1111: Missing return type annotation for public function test_chunk_edge_cases_comprehensive

Add return type annotation: None

(ANN201)

---

1134-1134: Missing return type annotation for public function test_duration_precision_requirements

Add return type annotation: None

(ANN201)

---

1158-1158: Missing return type annotation for public function test_duration_format_consistency

Add return type annotation: None

(ANN201)

---

1180-1180: Missing return type annotation for public function test_duration_extreme_values

Add return type annotation: None

(ANN201)

---

1202-1202: Missing return type annotation for public function test_configuration_management_workflow

Add return type annotation: None

(ANN201)

---

1208-1208: Trailing comma missing

Add trailing comma

(COM812)

---

1213-1213: Trailing comma missing

Add trailing comma

(COM812)

---

1218-1218: Trailing comma missing

Add trailing comma

(COM812)

---

1239-1239: Possible hardcoded password assigned to: "password"

(S105)

---

1248-1248: Missing return type annotation for public function test_data_processing_pipeline_with_retry

Add return type annotation: None

(ANN201)

---

1257-1257: Missing return type annotation for private function process_chunk_with_failure

(ANN202)

---

1257-1257: Missing type annotation for function argument chunk

(ANN001)

---

1261-1261: Avoid specifying long messages outside the exception class

(TRY003)

---

1267-1267: Trailing comma missing

Add trailing comma

(COM812)

---

1269-1269: Unnecessary assignment to processed before return statement

Remove unnecessary assignment

(RET504)

---

1275-1275: Function definition does not bind loop variable chunk

(B023)

---

1277-1277: Trailing comma missing

Add trailing comma

(COM812)

---

1280-1280: Do not catch blind exception: Exception

(BLE001)

---

1294-1294: Missing return type annotation for public function test_file_management_workflow

Add return type annotation: None

(ANN201)

---

1312-1312: Trailing comma missing

Add trailing comma

(COM812)

---

1328-1328: Trailing comma missing

Add trailing comma

(COM812)

---

1357-1357: Missing return type annotation for public function test_concurrent_mixed_operations

Add return type annotation: None

(ANN201)

---

1365-1365: Missing return type annotation for private function worker_thread

Add return type annotation: None

(ANN202)

---

1365-1365: Missing type annotation for function argument thread_id

(ANN001)

---

1378-1378: Standard pseudo-random generators are not suitable for cryptographic purposes

(S311)

---

1384-1384: Do not catch blind exception: Exception

(BLE001)

---

1404-1404: Missing return type annotation for public function test_memory_usage_large_operations

Add return type annotation: None

(ANN201)

---

1414-1414: Local variable time referenced before assignment

(F823)

---

1415-1415: Trailing comma missing

Add trailing comma

(COM812)

---

1450-1450: Trailing comma missing

Add trailing comma

(COM812)

🪛 Pylint (3.3.7)

[convention] 33-33: Trailing whitespace

(C0303)

---

[convention] 39-39: Trailing whitespace

(C0303)

---

[convention] 45-45: Trailing whitespace

(C0303)

---

[convention] 51-51: Trailing whitespace

(C0303)

---

[convention] 57-57: Trailing whitespace

(C0303)

---

[convention] 62-62: Trailing whitespace

(C0303)

---

[convention] 71-71: Trailing whitespace

(C0303)

---

[convention] 78-78: Trailing whitespace

(C0303)

---

[convention] 85-85: Trailing whitespace

(C0303)

---

[convention] 91-91: Trailing whitespace

(C0303)

---

[convention] 99-99: Trailing whitespace

(C0303)

---

[convention] 110-110: Trailing whitespace

(C0303)

---

[convention] 118-118: Trailing whitespace

(C0303)

---

[convention] 125-125: Trailing whitespace

(C0303)

---

[convention] 132-132: Trailing whitespace

(C0303)

---

[convention] 138-138: Trailing whitespace

(C0303)

---

[convention] 148-148: Trailing whitespace

(C0303)

---

[convention] 153-153: Trailing whitespace

(C0303)

---

[convention] 156-156: Trailing whitespace

(C0303)

---

[convention] 160-160: Trailing whitespace

(C0303)

---

[convention] 166-166: Trailing whitespace

(C0303)

---

[convention] 170-170: Trailing whitespace

(C0303)

---

[convention] 175-175: Trailing whitespace

(C0303)

---

[convention] 178-178: Trailing whitespace

(C0303)

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[convention] 186-186: Trailing whitespace

(C0303)

---

[convention] 189-189: Trailing whitespace

(C0303)

---

[convention] 198-198: Trailing whitespace

(C0303)

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[convention] 204-204: Trailing whitespace

(C0303)

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[convention] 211-211: Trailing whitespace

(C0303)

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[convention] 228-228: Trailing whitespace

(C0303)

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[convention] 234-234: Trailing whitespace

(C0303)

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[convention] 243-243: Trailing whitespace

(C0303)

---

[convention] 249-249: Trailing whitespace

(C0303)

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[convention] 253-253: Trailing whitespace

(C0303)

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[convention] 259-259: Trailing whitespace

(C0303)

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[convention] 263-263: Trailing whitespace

(C0303)

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[convention] 269-269: Trailing whitespace

(C0303)

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[convention] 273-273: Trailing whitespace

(C0303)

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[convention] 279-279: Trailing whitespace

(C0303)

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[convention] 287-287: Trailing whitespace

(C0303)

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[convention] 293-293: Trailing whitespace

(C0303)

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[convention] 299-299: Trailing whitespace

(C0303)

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[convention] 305-305: Trailing whitespace

(C0303)

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[convention] 310-310: Trailing whitespace

(C0303)

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[convention] 316-316: Trailing whitespace

(C0303)

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[convention] 326-326: Trailing whitespace

(C0303)

---

[convention] 334-334: Trailing whitespace

(C0303)

---

[convention] 342-342: Trailing whitespace

(C0303)

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[convention] 354-354: Trailing whitespace

(C0303)

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[convention] 359-359: Trailing whitespace

(C0303)

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[convention] 366-366: Trailing whitespace

(C0303)

---

[convention] 368-368: Trailing whitespace

(C0303)

---

[convention] 375-375: Trailing whitespace

(C0303)

---

[convention] 382-382: Trailing whitespace

(C0303)

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[convention] 389-389: Trailing whitespace

(C0303)

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[convention] 396-396: Trailing whitespace

(C0303)

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[convention] 403-403: Trailing whitespace

(C0303)

---

[convention] 408-408: Trailing whitespace

(C0303)

---

[convention] 419-419: Trailing whitespace

(C0303)

---

[convention] 425-425: Trailing whitespace

(C0303)

---

[convention] 431-431: Trailing whitespace

(C0303)

---

[convention] 437-437: Trailing whitespace

(C0303)

---

[convention] 444-444: Trailing whitespace

(C0303)

---

[convention] 449-449: Trailing whitespace

(C0303)

---

[convention] 456-456: Trailing whitespace

(C0303)

---

[convention] 462-462: Trailing whitespace

(C0303)

---

[convention] 465-465: Trailing whitespace

(C0303)

---

[convention] 470-470: Trailing whitespace

(C0303)

---

[convention] 476-476: Trailing whitespace

(C0303)

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[convention] 480-480: Trailing whitespace

(C0303)

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[convention] 484-484: Trailing whitespace

(C0303)

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[convention] 487-487: Trailing whitespace

(C0303)

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[convention] 498-498: Trailing whitespace

(C0303)

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[convention] 501-501: Trailing whitespace

(C0303)

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[convention] 504-504: Trailing whitespace

(C0303)

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[convention] 507-507: Trailing whitespace

(C0303)

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[convention] 511-511: Trailing whitespace

(C0303)

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[convention] 523-523: Trailing whitespace

(C0303)

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[convention] 530-530: Trailing whitespace

(C0303)

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[convention] 533-533: Trailing whitespace

(C0303)

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[convention] 540-540: Trailing whitespace

(C0303)

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[convention] 549-549: Trailing whitespace

(C0303)

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[convention] 554-554: Trailing whitespace

(C0303)

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[convention] 563-563: Trailing whitespace

(C0303)

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[convention] 568-568: Trailing whitespace

(C0303)

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[convention] 586-586: Trailing whitespace

(C0303)

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[convention] 593-593: Trailing whitespace

(C0303)

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[convention] 596-596: Trailing whitespace

(C0303)

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[convention] 602-602: Trailing whitespace

(C0303)

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[convention] 605-605: Trailing whitespace

(C0303)

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[convention] 608-608: Trailing whitespace

(C0303)

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[convention] 612-612: Trailing whitespace

(C0303)

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[convention] 617-617: Trailing whitespace

(C0303)

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[convention] 626-626: Trailing whitespace

(C0303)

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[convention] 629-629: Trailing whitespace

(C0303)

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[convention] 640-640: Trailing whitespace

(C0303)

---

[convention] 645-645: Trailing whitespace

(C0303)

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[convention] 652-652: Trailing whitespace

(C0303)

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[convention] 657-657: Trailing whitespace

(C0303)

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[convention] 663-663: Trailing whitespace

(C0303)

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[convention] 667-667: Trailing whitespace

(C0303)

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[convention] 672-672: Trailing whitespace

(C0303)

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[convention] 676-676: Trailing whitespace

(C0303)

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[convention] 682-682: Trailing whitespace

(C0303)

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[convention] 685-685: Trailing whitespace

(C0303)

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[convention] 690-690: Trailing whitespace

(C0303)

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[convention] 694-694: Trailing whitespace

(C0303)

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[convention] 699-699: Trailing whitespace

(C0303)

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[convention] 708-708: Trailing whitespace

(C0303)

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[convention] 713-713: Trailing whitespace

(C0303)

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[convention] 716-716: Trailing whitespace

(C0303)

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[convention] 718-718: Trailing whitespace

(C0303)

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[convention] 725-725: Trailing whitespace

(C0303)

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[convention] 729-729: Trailing whitespace

(C0303)

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[convention] 734-734: Trailing whitespace

(C0303)

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[convention] 740-740: Trailing whitespace

(C0303)

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[convention] 743-743: Trailing whitespace

(C0303)

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[convention] 748-748: Trailing whitespace

(C0303)

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[convention] 753-753: Trailing whitespace

(C0303)

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[convention] 763-763: Trailing whitespace

(C0303)

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[convention] 766-766: Trailing whitespace

(C0303)

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[convention] 770-770: Trailing whitespace

(C0303)

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[convention] 773-773: Trailing whitespace

(C0303)

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[convention] 779-779: Trailing whitespace

(C0303)

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[convention] 781-781: Trailing whitespace

(C0303)

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[convention] 784-784: Trailing whitespace

(C0303)

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[convention] 794-794: Trailing whitespace

(C0303)

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[convention] 818-818: Trailing whitespace

(C0303)

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[convention] 820-820: Trailing whitespace

(C0303)

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[convention] 831-831: Trailing whitespace

(C0303)

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[convention] 834-834: Trailing whitespace

(C0303)

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[convention] 845-845: Trailing whitespace

(C0303)

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[convention] 847-847: Trailing whitespace

(C0303)

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[convention] 854-854: Trailing whitespace

(C0303)

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[convention] 856-856: Trailing whitespace

(C0303)

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[convention] 860-860: Trailing whitespace

(C0303)

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[convention] 864-864: Trailing whitespace

(C0303)

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[convention] 874-874: Trailing whitespace

(C0303)

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[convention] 887-887: Trailing whitespace

(C0303)

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[convention] 892-892: Trailing whitespace

(C0303)

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[convention] 895-895: Trailing whitespace

(C0303)

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[convention] 902-902: Trailing whitespace

(C0303)

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[convention] 907-907: Trailing whitespace

(C0303)

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[convention] 912-912: Trailing whitespace

(C0303)

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[convention] 919-919: Trailing whitespace

(C0303)

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[convention] 926-926: Trailing whitespace

(C0303)

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[convention] 930-930: Trailing whitespace

(C0303)

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[convention] 936-936: Trailing whitespace

(C0303)

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[convention] 951-951: Trailing whitespace

(C0303)

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[convention] 960-960: Trailing whitespace

(C0303)

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[convention] 969-969: Trailing whitespace

(C0303)

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[convention] 980-980: Trailing whitespace

(C0303)

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[convention] 993-993: Trailing whitespace

(C0303)

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[convention] 995-995: Trailing whitespace

(C0303)

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[convention] 1000-1000: Trailing whitespace

(C0303)

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[convention] 1005-1005: Trailing whitespace

(C0303)

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[convention] 1007-1007: Trailing whitespace

(C0303)

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[convention] 1011-1011: Trailing whitespace

(C0303)

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[convention] 1026-1026: Trailing whitespace

(C0303)

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[convention] 1028-1028: Trailing whitespace

(C0303)

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[convention] 1033-1033: Trailing whitespace

(C0303)

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[convention] 1038-1038: Trailing whitespace

(C0303)

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[convention] 1042-1042: Trailing whitespace

(C0303)

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[convention] 1044-1044: Trailing whitespace

(C0303)

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[convention] 1048-1048: Trailing whitespace

(C0303)

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[convention] 1057-1057: Trailing whitespace

(C0303)

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[convention] 1062-1062: Trailing whitespace

(C0303)

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[convention] 1067-1067: Trailing whitespace

(C0303)

---

[convention] 1070-1070: Trailing whitespace

(C0303)

---

[convention] 1075-1075: Trailing whitespace

(C0303)

---

[convention] 1080-1080: Trailing whitespace

(C0303)

---

[convention] 1082-1082: Trailing whitespace

(C0303)

---

[convention] 1086-1086: Trailing whitespace

(C0303)

---

[convention] 1090-1090: Trailing whitespace

(C0303)

---

[convention] 1095-1095: Trailing whitespace

(C0303)

---

[convention] 1098-1098: Trailing whitespace

(C0303)

---

[convention] 1100-1100: Trailing whitespace

(C0303)

---

[convention] 1106-1106: Trailing whitespace

(C0303)

---

[convention] 1110-1110: Trailing whitespace

(C0303)

---

[convention] 1117-1117: Trailing whitespace

(C0303)

---

[convention] 1121-1121: Trailing whitespace

(C0303)

---

[convention] 1125-1125: Trailing whitespace

(C0303)

---

[convention] 1133-1133: Trailing whitespace

(C0303)

---

[convention] 1144-1144: Trailing whitespace

(C0303)

---

[convention] 1157-1157: Trailing whitespace

(C0303)

---

[convention] 1165-1165: Trailing whitespace

(C0303)

---

[convention] 1172-1172: Trailing whitespace

(C0303)

---

[convention] 1179-1179: Trailing whitespace

(C0303)

---

[convention] 1187-1187: Trailing whitespace

(C0303)

---

[convention] 1201-1201: Trailing whitespace

(C0303)

---

[convention] 1210-1210: Trailing whitespace

(C0303)

---

[convention] 1215-1215: Trailing whitespace

(C0303)

---

[convention] 1220-1220: Trailing whitespace

(C0303)

---

[convention] 1224-1224: Trailing whitespace

(C0303)

---

[convention] 1228-1228: Trailing whitespace

(C0303)

---

[convention] 1232-1232: Trailing whitespace

(C0303)

---

[convention] 1235-1235: Trailing whitespace

(C0303)

---

[convention] 1242-1242: Trailing whitespace

(C0303)

---

[convention] 1247-1247: Trailing whitespace

(C0303)

---

[convention] 1253-1253: Trailing whitespace

(C0303)

---

[convention] 1256-1256: Trailing whitespace

(C0303)

---

[convention] 1262-1262: Trailing whitespace

(C0303)

---

[convention] 1270-1270: Trailing whitespace

(C0303)

---

[convention] 1283-1283: Trailing whitespace

(C0303)

---

[convention] 1286-1286: Trailing whitespace

(C0303)

---

[convention] 1293-1293: Trailing whitespace

(C0303)

---

[convention] 1297-1297: Trailing whitespace

(C0303)

---

[convention] 1306-1306: Trailing whitespace

(C0303)

---

[convention] 1308-1308: Trailing whitespace

(C0303)

---

[convention] 1314-1314: Trailing whitespace

(C0303)

---

[convention] 1317-1317: Trailing whitespace

(C0303)

---

[convention] 1320-1320: Trailing whitespace

(C0303)

---

[convention] 1330-1330: Trailing whitespace

(C0303)

---

[convention] 1334-1334: Trailing whitespace

(C0303)

---

[convention] 1336-1336: Trailing whitespace

(C0303)

---

[convention] 1339-1339: Trailing whitespace

(C0303)

---

[convention] 1344-1344: Trailing whitespace

(C0303)

---

[convention] 1355-1355: Trailing whitespace

(C0303)

---

[convention] 1361-1361: Trailing whitespace

(C0303)

---

[convention] 1364-1364: Trailing whitespace

(C0303)

---

[convention] 1375-1375: Trailing whitespace

(C0303)

---

[convention] 1381-1381: Trailing whitespace

(C0303)

---

[convention] 1383-1383: Trailing whitespace

(C0303)

---

[convention] 1386-1386: Trailing whitespace

(C0303)

---

[convention] 1393-1393: Trailing whitespace

(C0303)

---

[convention] 1397-1397: Trailing whitespace

(C0303)

---

[convention] 1402-1402: Trailing whitespace

(C0303)

---

[convention] 1409-1409: Trailing whitespace

(C0303)

---

[convention] 1418-1418: Trailing whitespace

(C0303)

---

[convention] 1420-1420: Trailing whitespace

(C0303)

---

[convention] 1425-1425: Trailing whitespace

(C0303)

---

[convention] 1430-1430: Trailing whitespace

(C0303)

---

[convention] 1435-1435: Trailing whitespace

(C0303)

---

[convention] 1440-1440: Trailing whitespace

(C0303)

---

[convention] 1-1: Too many lines in module (1451/1000)

(C0302)

---

[convention] 17-28: Import "from utils.helpers import safe_json_parse, safe_json_dumps, generate_hash, retry_with_backoff, flatten_dict, ensure_directory_exists, sanitize_filename, merge_dicts, chunk_list, format_duration" should be placed at the top of the module

(C0413)

---

[convention] 94-94: Import outside toplevel (datetime.datetime)

(C0415)

---

[convention] 238-238: "result == {}" can be simplified to "not result", if it is strictly a sequence, as an empty dict is falsey

(C1803)

---

[convention] 358-358: "result == {}" can be simplified to "not result", if it is strictly a sequence, as an empty dict is falsey

(C1803)

---

[warning] 528-528: Unused variable 'i'

(W0612)

---

[convention] 599-599: Missing class docstring

(C0115)

---

[refactor] 599-599: Too few public methods (1/2)

(R0903)

---

[convention] 615-615: Import outside toplevel (decimal.Decimal)

(C0415)

---

[convention] 616-616: Import outside toplevel (uuid)

(C0415)

---

[warning] 641-641: Redefining name 'time' from outer scope (line 10)

(W0621)

---

[warning] 641-641: Reimport 'time' (imported line 10)

(W0404)

---

[convention] 641-641: Import outside toplevel (time)

(C0415)

---

[warning] 769-769: Redefining name 'time' from outer scope (line 10)

(W0621)

---

[warning] 769-769: Reimport 'time' (imported line 10)

(W0404)

---

[convention] 769-769: Import outside toplevel (time)

(C0415)

---

[warning] 771-771: Unused variable 'start_time'

(W0612)

---

[warning] 838-843: Duplicate key True in dictionary

(W0109)

---

[error] 868-868: Unexpected keyword argument 'separator' in function call

(E1123)

---

[warning] 888-888: Redefining name 'time' from outer scope (line 10)

(W0621)

---

[warning] 888-888: Reimport 'time' (imported line 10)

(W0404)

---

[convention] 888-888: Import outside toplevel (time)

(C0415)

---

[warning] 906-906: Redefining name 'tempfile' from outer scope (line 9)

(W0621)

---

[convention] 905-905: Import outside toplevel (threading)

(C0415)

---

[warning] 906-906: Reimport 'tempfile' (imported line 9)

(W0404)

---

[convention] 906-906: Import outside toplevel (tempfile)

(C0415)

---

[warning] 917-917: Catching too general exception Exception

(W0718)

---

[convention] 975-975: Use expected.rsplit('.', maxsplit=1)[-1] instead

(C0207)

---

[warning] 1063-1063: Redefining name 'time' from outer scope (line 10)

(W0621)

---

[warning] 1063-1063: Reimport 'time' (imported line 10)

(W0404)

---

[convention] 1063-1063: Import outside toplevel (time)

(C0415)

---

[warning] 1280-1280: Catching too general exception Exception

(W0718)

---

[warning] 1275-1275: Cell variable chunk defined in loop

(W0640)

---

[warning] 1296-1296: Redefining name 'tempfile' from outer scope (line 9)

(W0621)

---

[warning] 1296-1296: Reimport 'tempfile' (imported line 9)

(W0404)

---

[convention] 1296-1296: Import outside toplevel (tempfile)

(C0415)

---

[warning] 1346-1346: Using open without explicitly specifying an encoding

(W1514)

---

[convention] 1359-1359: Import outside toplevel (threading)

(C0415)

---

[convention] 1360-1360: Import outside toplevel (random)

(C0415)

---

[warning] 1384-1384: Catching too general exception Exception

(W0718)

---

[warning] 1419-1419: Redefining name 'time' from outer scope (line 10)

(W0621)

---

[error] 1414-1414: Using variable 'time' before assignment

(E0601)

---

[warning] 1419-1419: Reimport 'time' (imported line 10)

(W0404)

---

[convention] 1419-1419: Import outside toplevel (time)

(C0415)

---

[error] 1449-1449: Module 'pytest' has no 'config' member; maybe 'Config'?

(E1101)

---

[convention] 8-8: standard import "json" should be placed before third party import "pytest"

(C0411)

---

[convention] 9-9: standard import "tempfile" should be placed before third party import "pytest"

(C0411)

---

[convention] 10-10: standard import "time" should be placed before third party import "pytest"

(C0411)

---

[convention] 11-11: standard import "pathlib.Path" should be placed before third party import "pytest"

(C0411)

---

[convention] 12-12: standard import "unittest.mock.patch" should be placed before third party import "pytest"

(C0411)

---

[convention] 14-14: standard import "sys" should be placed before third party import "pytest"

(C0411)

🤖 Prompt for AI Agents

In test_utils_helpers.py spanning lines 1 to 1451, the test file is excessively
large and impacts readability and maintainability. To fix this, split the file
into multiple smaller, focused test modules such as test_json_helpers.py for
JSON-related tests, test_file_helpers.py for file system operations,
test_data_helpers.py for data manipulation tests, test_retry_helpers.py for
retry mechanism tests, and test_integration.py for integration and performance
tests. Move the relevant test classes and functions into these new files
accordingly, ensuring imports and test execution remain correct.

[coderabbitai]

⚠️ Potential issue

Fix pytest marker implementation

pytest.config doesn't exist in modern pytest versions. Use pytest.mark.skipif with an environment variable or command-line option instead.

Replace with a proper implementation:

-# Add marker for slow tests
-pytest.mark.slow = pytest.mark.skipif(
-    not pytest.config.getoption("--run-slow", default=False),
-    reason="Slow tests skipped unless --run-slow option provided"
-)
+# Define slow marker - configure in pytest.ini or conftest.py
+# Usage: pytest -m "not slow" to skip slow tests
+# or: pytest -m slow to run only slow tests

Configure the marker properly in pytest.ini:

[tool:pytest]
markers =
    slow: marks tests as slow (deselect with '-m "not slow"')

🧰 Tools

🪛 Ruff (0.11.9)

1450-1450: Trailing comma missing

Add trailing comma

(COM812)

🪛 Pylint (3.3.7)

[error] 1449-1449: Module 'pytest' has no 'config' member; maybe 'Config'?

(E1101)

🤖 Prompt for AI Agents

In test_utils_helpers.py around lines 1448 to 1451, the current use of
pytest.config to check for the --run-slow option is outdated and invalid in
modern pytest versions. Replace this by using pytest's command line options or
environment variables properly. Define the slow marker in pytest.ini under
[tool:pytest] with "slow: marks tests as slow (deselect with '-m \"not
slow\"')". Then, update the skipif condition to check for the presence of the
environment variable or command line option using pytest's recommended approach,
such as accessing pytest's config via a fixture or using pytest_addoption hook
to add the --run-slow option and conditionally skip tests marked slow.

[coderabbitai]

Review continued from previous batch...

[coderabbitai]

⚠️ Potential issue

Remove unused variable

The variable start_time is assigned but never used.

-        start_time = time.time()
         call_times = []

📝 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

	start_time = time.time()
	call_times = []

🧰 Tools

🪛 Flake8 (7.2.0)

[error] 771-771: local variable 'start_time' is assigned to but never used

(F841)

🪛 Ruff (0.11.9)

771-771: Local variable start_time is assigned to but never used

Remove assignment to unused variable start_time

(F841)

🪛 Pylint (3.3.7)

[warning] 771-771: Unused variable 'start_time'

(W0612)

🤖 Prompt for AI Agents

In test_utils_helpers.py at line 771, the variable start_time is assigned but
never used. Remove the assignment of start_time to clean up the code and avoid
unused variable warnings.

[coderabbitai]

⚠️ Potential issue

Fix variable shadowing issue

The local import of time on line 1419 shadows the module-level import, causing time to be referenced before assignment.

Move the time import to the top of the method or use a different approach:

     def test_memory_usage_large_operations(self):
         """Test memory usage with large data operations"""
+        import time
+        
         # Test with large data structures
         large_nested_dict = {}

And remove the duplicate import on line 1419.

📝 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

	"metadata": {"level": i, "timestamp": time.time()},
	def test_memory_usage_large_operations(self):
	"""Test memory usage with large data operations"""
	+ import time
	+
	# Test with large data structures
	large_nested_dict = {}

🧰 Tools

🪛 Ruff (0.11.9)

1414-1414: Local variable time referenced before assignment

(F823)

🪛 Pylint (3.3.7)

[error] 1414-1414: Using variable 'time' before assignment

(E0601)

🤖 Prompt for AI Agents

In test_utils_helpers.py at line 1414, the local import of the time module on
line 1419 shadows the module-level import, causing a reference before assignment
error. To fix this, remove the duplicate import of time on line 1419 and ensure
the time module is only imported once at the top of the file or at the start of
the method if necessary, avoiding any local re-imports that shadow the global
one.

[coderabbitai]

⚠️ Potential issue

Fix duplicate dictionary keys

The dictionary has conflicting keys: 1 and True hash to the same value, as do 2 and False in Python dictionaries.

This test appears to be checking how flatten_dict handles non-string keys. Consider using string representations or different test values:

         data = {
             "config": {
-                1: "first_item",
-                2: {"nested": "second_nested"},
-                True: "boolean_key",
-                False: {"deep": "boolean_nested"}
+                "1": "first_item",
+                "2": {"nested": "second_nested"},
+                "true": "boolean_key",
+                "false": {"deep": "boolean_nested"}
             }
         }

Or if testing numeric/boolean keys is intentional, use non-conflicting values:

         data = {
             "config": {
-                2: {"nested": "second_nested"},
-                True: "boolean_key",
-                False: {"deep": "boolean_nested"}
+                3: {"nested": "third_nested"},
+                "bool_true": "boolean_key",
+                "bool_false": {"deep": "boolean_nested"}
             }
         }

📝 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

	"""Test flattening with non-string keys"""
	data = {
	"config": {
	1: "first_item",
	2: {"nested": "second_nested"},
	True: "boolean_key",
	False: {"deep": "boolean_nested"}
	}
	"""Test flattening with non-string keys"""
	data = {
	"config": {
	"1": "first_item",
	"2": {"nested": "second_nested"},
	"true": "boolean_key",
	"false": {"deep": "boolean_nested"}
	}
	}

🧰 Tools

🪛 Flake8 (7.2.0)

[error] 839-839: dictionary key 1 repeated with different values

(F601)

---

[error] 841-841: dictionary key 1 repeated with different values

(F601)

🪛 Ruff (0.11.9)

841-841: Dictionary key literal True repeated (True hashes to the same value as 1)

(F601)

---

842-842: Trailing comma missing

Add trailing comma

(COM812)

---

843-843: Trailing comma missing

Add trailing comma

(COM812)

🪛 Pylint (3.3.7)

[warning] 838-843: Duplicate key True in dictionary

(W0109)

🤖 Prompt for AI Agents

In test_utils_helpers.py around lines 836 to 843, the dictionary used in the
test has duplicate keys because 1 and True, as well as 2 and False, hash to the
same keys in Python. To fix this, replace the boolean keys with unique
non-conflicting values or convert all keys to strings to ensure each key is
distinct. This will prevent key collisions and properly test flatten_dict with
non-string keys.

[coderabbitai]

🧹 Nitpick (assertive)

Fix class spacing

-
-# Additional Enhanced Test Classes for Comprehensive Coverage
+

+# Additional Enhanced Test Classes for Comprehensive Coverage
 class TestSafeJsonParseAdvanced:

📝 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

	# Additional Enhanced Test Classes for Comprehensive Coverage
	class TestSafeJsonParseAdvanced:
	# … previous code …
	# Additional Enhanced Test Classes for Comprehensive Coverage
	class TestSafeJsonParseAdvanced:
	...

🧰 Tools

🪛 Flake8 (7.2.0)

[error] 521-521: expected 2 blank lines, found 1

(E302)

🤖 Prompt for AI Agents

In test_utils_helpers.py around lines 520 to 521, the class definition for
TestSafeJsonParseAdvanced lacks proper spacing. Add a blank line before the
class declaration to follow PEP8 style guidelines for class spacing.