from bash
mkdir test
cd test
python3 -m venv .env
source .env/bin/activate
python -m pip install flake8
python -m pip install flake8-mypy
code ./
install plugin
then install this in VSCode
https://marketplace.visualstudio.com/items?itemName=donjayamanne.python
and config
settings
./.vscode/settings.json
{
"python.envFile": "${workspaceRoot}/.env",
"python.pythonPath": ".env/bin/python",
"python.linting.flake8Enabled": true,
"python.linting.pylintEnabled": false,
"python.linting.mypyEnabled": true,
}
./.vscode/launch.json
{
"version": "0.2.0",
"configurations": [
{
"name": "Python",
"type": "python",
"request": "launch",
"stopOnEntry": false,
"pythonPath": "${config:python.pythonPath}",
"program": "${file}",
"cwd": "${workspaceRoot}",
"env": {},
"envFile": "${workspaceRoot}/.env",
"debugOptions": [
"WaitOnAbnormalExit",
"WaitOnNormalExit",
"RedirectOutput"
]
}
]
}
OMG, this is Python 3 only!
https://pypi.python.org/pypi/flake8-mypy/17.3.3
Yes, so is mypy. Relax, you can run Flake8 with all popular plugins
as a tool perfectly fine under Python 3.5+ even if you want to analyze
Python 2 code. This way you’ll be able to parse all of the new syntax
supported on Python 3 but also effectively all the Python 2 syntax at
the same time.By making the code exclusively Python 3.5+, I’m able to focus on the
quality of the checks and re-use all the nice features of the new
releases (check out pathlib) instead of wasting cycles on Unicode
compatibility, etc.
IDE & Linter Integrations
https://github.com/python/mypy#ide--linter-integrations
IDE & Linter Integrations
Mypy can be integrated into popular IDEs:
- Vim: vim-mypy
- Emacs: using Flycheck and Flycheck-mypy
- Sublime Text: SublimeLinter-contrib-mypy
- Atom: linter-mypy
- PyCharm: PyCharm integrates its own implementation of PEP 484.
Mypy can also be integrated into Flake8 using flake8-mypy.
o ,-
- https://github.com/python/mypy
- https://pypi.org/project/flake8-mypy
- https://docs.python.org/3/library/typing.html
from bash
mkdir test
cd test
python3 -m venv .env
source .env/bin/activate
python -m pip install flake8
python -m pip install flake8-mypy
code ./
install plugin
then install this in VSCode
https://marketplace.visualstudio.com/items?itemName=donjayamanne.python
and config
settings
./.vscode/settings.json
{
"python.envFile": "${workspaceRoot}/.env",
"python.pythonPath": ".env/bin/python",
"python.linting.flake8Enabled": true,
"python.linting.pylintEnabled": false,
"python.linting.mypyEnabled": true,
}
./.vscode/launch.json
{
"version": "0.2.0",
"configurations": [
{
"name": "Python",
"type": "python",
"request": "launch",
"stopOnEntry": false,
"pythonPath": "${config:python.pythonPath}",
"program": "${file}",
"cwd": "${workspaceRoot}",
"env": {},
"envFile": "${workspaceRoot}/.env",
"debugOptions": [
"WaitOnAbnormalExit",
"WaitOnNormalExit",
"RedirectOutput"
]
}
]
}
OMG, this is Python 3 only!
https://pypi.python.org/pypi/flake8-mypy/17.3.3
Yes, so is mypy. Relax, you can run Flake8 with all popular plugins
as a tool perfectly fine under Python 3.5+ even if you want to analyze
Python 2 code. This way you’ll be able to parse all of the new syntax
supported on Python 3 but also effectively all the Python 2 syntax at
the same time.By making the code exclusively Python 3.5+, I’m able to focus on the
quality of the checks and re-use all the nice features of the new
releases (check out pathlib) instead of wasting cycles on Unicode
compatibility, etc.
IDE & Linter Integrations
https://github.com/python/mypy#ide--linter-integrations
IDE & Linter Integrations
Mypy can be integrated into popular IDEs:
- Vim: vim-mypy
- Emacs: using Flycheck and Flycheck-mypy
- Sublime Text: SublimeLinter-contrib-mypy
- Atom: linter-mypy
- PyCharm: PyCharm integrates its own implementation of PEP 484.
Mypy can also be integrated into Flake8 using flake8-mypy.
o ,-
- https://github.com/python/mypy
- https://pypi.org/project/flake8-mypy
- https://docs.python.org/3/library/typing.html
I added the following code
{
"name": "mypy",
"type": "python",
"request": "launch",
"module": "mypy",
"args": [
"${file}"
],
"console": "integratedTerminal"
}
in VS Code launch.json and now it is visible in "DEBUG" window. Just press F5 and you you get full static analysis of the current file.
Python Analysis: Type Checking Mode in VS CODE - Stack Overflow
type hints (warnings) for Python in VS Code - Stack Overflow
Pylance type checking mode: basic vs. standard vs. strict
Canonical Python type checking/enforcement in VSCode?
This happens because you already annotated the name parameter as str, so it seems silly to narrow the type again after that with isinstance.
I personally find the error message a bit misleading because from a runtime perspective name could of course be something else (up until the isinstance check), i.e. it is technically not "always an instance of str". But from a static type checker's perspective that complaint makes sense.
Python is a dynamically typed language and that philosophy carries over to type annotations. There is a reason they are also referred to as "type hints". It is extremely un-pythonic to strictly check the argument types inside a function.
That is what the annotations are for. They tell the user of the function: "These are the types I expect in the body of this function. You can pass something else, but it might cause errors, unexpected behavior or break everything. Do it at your own peril."
I assume there is more going on in your actual function because right now it seems semantically redundant. But my suggestion is to get rid of the isinstance check. Did you decide to annotate the name parameter with the type str? Good. Then proceed in the function body under the assumption that that is what the argument will be. It is not your job, to check the type. It is the caller's job to call your function properly (or handle the consequences).
It is a code problem. Technically, your function can accept non-string values for the argument name. I would fix it like this:
from typing import Any
def is_name(name: Any) -> bool:
if isinstance(name, str):
return True
Now this might seem wrong if you are using type-hints as a sort of documentation. A way to inform user what type to provide. But if your code does handle type Any, then they are allowed types.
I configured my VS Code to show type errors. I'm curious what are the differences between each mode, as I can't find anything about it.
For my understanding, standard is not a standard (sic!) value and it's introduced by Pylance? Not sure who introduces the rest of them. Is it Python's feature?
And most importantly, what are these differences? After a while of experimenting, I can't find any difference between basic and strict.
EDIT
I found the first difference. This code will be totally fine in basic and standard modes:
my_list: list = [1, 2, 3]
But in strict mode it throws an error saying:
Expected type arguments for generic class "list"
So to satisfy the strict mode, we need to change the type to list[int]:
my_list: list[int] = [1, 2, 3]
As a relative Python beginner, I have just learned that Python actually supports variable type hinting, e.g.:
my_name: str = "J L Picard" instead of just my_name = "J L Picard"
As I understand it, the Python interpreter doesn't inherently enforce these declared variable types and other tools are needed in the chain for that purpose.
Is there a (relatively) canonical/official way to integrate Python type-checking and enforcement into Visual Studio Code? Thank you.
(I am thinking since I am a beginner, I might as well start using type hinting and enforcement in my Python code to build up good habits... (hope that's a good idea?!?))
I'm not too familiar with Python, but I am familiar with TypeScript. I recently learned about type hinting in Python, and it looks exactly like something I would want to use, but I'm noticing that it isn't really enforced in VSCode. I don't get any lint/errors anywhere when I incorrectly spit out the wrong types.
For example:
def return_string() -> str:
return ['not a string']won't throw any errors at all in VSCode. I would expect there to be some type error or any message at all telling me there's something wrong, but it doesn't. Any way to have it properly throw errors?
On a side note, I can't get the code to format to the next line properly...
