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python/mypy is an open source project licensed under MIT License which is an OSI approved license.
Mypy Alternatives
Similar projects and alternatives to mypy
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Nim
Nim is a statically typed compiled systems programming language. It combines successful concepts from mature languages like Python, Ada and Modula. Its design focuses on efficiency, expressiveness, and elegance (in that order of priority).
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Scout APM
Scout APM - Leading-edge performance monitoring starting at $39/month. Scout APM uses tracing logic that ties bottlenecks to source code so you know the exact line of code causing performance issues and can get back to building a great product faster.
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Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
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faker
A library for generating fake data such as names, addresses, and phone numbers. (by faker-ruby)
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pytest
The pytest framework makes it easy to write small tests, yet scales to support complex functional testing
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Posts
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Python programmers prepare for pumped-up performance: Article describes Pyston and plans to upstream Pyston changes back into CPython, plus Facebook's Cinder: "publicly available for anyone to download and try and suggest improvements."
A comment on 2, (It is still early days), but mypy is effectively this. Enforcing types and with mypyc, it is possible to compile all the scripts to statically typed c.
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Writing Documentation for Python Apps
Use static typing for bigger projects, enforce type checking with mypy. Dynamic languages like Python make object identification difficult.
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Python Software Foundation Is Hiring a Python Packaging Project Manager
I'm well aware. Have you seen this drama about it?
https://github.com/python/mypy/issues/5205#issuecomment-4102...
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Experimentations on Bazel: Python & FastAPI (1)
check/audit the code with mypy and other linters (managed by [pylama]
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PEP 563, PEP 649 and the future of pydantic and FastAPI
See also mypy and pyproject.toml support (https://github.com/python/mypy/issues/5205), although there's currently a PR in progress that'll hopefully put that to rest.
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Python code review checklist
An excellent way to have add some reliability to Python is to use type hinting and static type checking that can provide hints into possible errors before runtime. Python new native support for type-hints is primarily inspired by the Mypy syntax, which can be incrementally adopted in existing projects.
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what's the right way to debug a python module?
I pull mypy from mypy/mypy at master · python/mypy (github.com)
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Adoption of Mypy for Python type checking: 45% already use it, 40% don't plan to
mypy is actually compiled via mypyc, which should be a few times faster than interpreted Python https://github.com/python/mypy/tree/master/mypyc
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I Want a New Duck
The biggest problem with Python typing + mypy is that it's not complete: not everything can be type annotated strictly (as in, avoiding `Any`) and correctly (as in, matching actual types passing through the code and not just whatever shuts up mypy). One example is JSON-like `dict`s, since mypy doesn't support recursive types yet[1].
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Which Python static analysis tools should I use?
Slightly different than the earlier two options, Mypy is a static type checker for Python. Its main requirement is that your code is annotated using the Python 3 function annotation syntax (PEP 484 notation) in order for it to type check your code and find common bugs.
- Mypyc: Compile type-annotated Python to C
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Go is not an easy language
It won't be ready for production use for a while, but https://github.com/python/mypy/tree/master/mypyc is being worked on.
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help me with this i dont know how do
That looks much nicer! If you ever intend on using type hinting, tools like mypy will complain that you changed the type on s. I would recommend some very minor tweaks: