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A linter to check arguments in Python docstrings

Project description

pydoclint

A Python docstring linter to check whether a docstring's sections (arguments, returns, raises, ...) match the function signature or function implementation.

It runs really fast. In fact, it is at least 30,000 times faster than darglint (another linter of the same purposes which is no longer maintained).

Here is a comparison of running time on some famous Python projects:

pydoclint darglint
numpy 0.08 sec > 40 min (> 30,000x)
scikit-learn 0.09 sec > 40 min (> 30,000x)

Currently, pydoclint only works when you write your docstrings in the numpy stlyle. Support for the Google style docstrings will be added soon.

Note: this linter and pydocstyle serves complementary purposes. It is recommended that you use both together.

1. Installation

pip install pydoclint

Note that pydoclint only supports Python 3.8 and above.

2. Usage

2.1. As a standalone command line tool

pydoclint <FILE_OR_FOLDER>

Replace <FILE_OR_FOLDER> with the file/folder names you want, such as ..

2.2. As a flake8 plugin

Once you install pydoclint you will have also installed flake8. Then you can run:

flake8 --select=DOC <FILE_OR_FOLDER>

If you don't include --select=DOC in your command, flake8 will also run other built-in flake8 linters on your code.

3. Style violation codes

pydoclint currently has the following style violation codes:

3.1. DOC1xx: Violations about input arguments

Code Explanation
DOC101 Docstring contains fewer arguments than in function signature
DOC102 Docstring contains more arguments than in function signature
DOC103 Docstring arguments are different from function arguments. (Or did you miss the space between the argument name and the ":" in the docstring?)
DOC104 Arguments are the same in the docstring and the function signature, but are in a different order.
DOC105 Argument names match, but type hints do not match

3.2. DOC2xx: Violations about return argument(s)

Code Explanation
DOC201 Function/method does not have a return section in docstring
DOC202 Function/method has a return section in docstring, but there are no return statements or annotations

3.3. DOC3xx: Violations about class docstring and class constructor

Code Explanation
DOC301 __init__() should not have a docstring; please combine it with the docstring of the class
DOC302 The docstring for the class does not need a "Returns" sections

3.4. DOC4xx: Violations about "yield" statements

Code Explanation
DOC401 Function/method returns a Generator, but the docstring does not have a "Yields" section
DOC402 Function/method has "yield" statements, but the docstring does not have a "Yields" section
DOC403 Function/method has a "Yields" section in the docstring, but there are no "yield" statements or a Generator return annotation

3.5. DOC5xx: Violations about "raise" statements

Code Explanation
DOC501 Function/method has "raise" statements, but the docstring does not have a "Raises" section
DOC502 Function/method has a "Raises" section in the docstring, but there are not "raise" statements in the body

4. Configuration options

There are several configuration options available. They can be used invidually or together.

4.1. --check-type-hint (shortform: -th, default: True)

If True, the type hints in the docstring and in the Python code need to exactly match.

To turn this optoin on/off, do this:

pydoclint --check-type-hint=False <FILE_OR_FOLDER>

or

flake8 --check-type-hint=False <FILE_OR_FOLDER>

4.2. --check-arg-order (shortform: -ao, default: True)

If True, the input argument order in the docstring needs to match that in the function signature.

To turn this optoin on/off, do this:

pydoclint --check-arg-order=False <FILE_OR_FOLDER>

or

flake8 --check-arg-order=False <FILE_OR_FOLDER>

4.3. --skip-checking-short-docstrings (shortform: -scsd, default: True)

If True, pydoclint won't check functions that have only a short description in their docstring.

To turn this optoin on/off, do this:

pydoclint --skip-checking-short-docstrings=False <FILE_OR_FOLDER>

or

flake8 --skip-checking-short-docstrings=False <FILE_OR_FOLDER>

4.4. --skip-checking-raises (shortform: -scr, default: False)

If True, pydoclint won't report DOC501 or DOC502 if there are raise statements in the function/method but there aren't any "raises" sections in the docstring (or vice versa).

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