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mypy

mypy

Optional static typing for Python

softwareTesting & QAstatic typingpythontype checking
Our Verdict

Best for

Python teams seeking gradual type adoption.

Skip if

Small projects or solo devs without prior static typing experience.

What is mypy?

Mypy is a static type checker for Python that aims to combine the benefits of dynamic typing and static typing. It allows developers to add type annotations to their Python code and then checks the types at compile time, preventing type-related errors at runtime.

SpecificationsAI-estimated

deploymentSelf-hosted
open sourceโœ… Yes
github stars20,575
api availableโœ… Yes
support optionsEmail, GitHub Issues
key integrationsPyCharm, Visual Studio Code, Sublime Text
primary languagePython

Key Features of mypy

Checks Python code for type-related errors at compile time
Supports optional static typing for Python
Allows developers to add type annotations to their Python code
Provides detailed error messages for type-related issues
Supports Python 3.6 and later versions
Integrates with popular IDEs and text editors
Can be used with existing Python codebases
Supports gradual typing for incremental adoption

Use Cases for mypy

1

Python Development

Use mypy to catch type-related errors in Python code at compile time.

2

Code Review

Use mypy to enforce coding standards and best practices in Python code reviews.

3

Testing and Debugging

Use mypy to identify type-related issues in Python code before running tests or debuggers.

4

Legacy Code Maintenance

Use mypy to add type annotations to existing Python codebases and improve maintainability.

Pros & Cons of mypy

Pros

  • Improves code quality and maintainability
  • Catches type-related errors at compile time
  • Supports optional static typing for gradual adoption
  • Integrates with popular IDEs and text editors

Cons

  • Steep learning curve for developers without prior experience with static typing
  • May require significant changes to existing codebases
  • Can be slow for large codebases

Frequently Asked Questions

What is mypy and how does it work?

Mypy is a static type checker for Python that checks Python code for type-related errors at compile time. It supports optional static typing and allows developers to add type annotations to their Python code.

Is mypy compatible with my existing Python codebase?

Yes, mypy is designed to work with existing Python codebases and can be used to add type annotations incrementally.

Can I use mypy with my favorite IDE or text editor?

Yes, mypy integrates with popular IDEs and text editors, including PyCharm, Visual Studio Code, and Sublime Text.

Is mypy free to use?

Yes, mypy is free and open-source software.

Free

Detailed plans are not listed. Visit the official website for pricing information.

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About the Tool

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Target AudiencePython developers and teams

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Tags

static typingpythontype checkingoptional typingstatic analysiscode quality

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