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:mod:`sphinx.ext.napoleon` -- Support for NumPy and Google style docstrings
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
.. module:: sphinx.ext.napoleon
:synopsis: Support for NumPy and Google style docstrings
.. moduleauthor:: Rob Ruana
.. versionadded:: 1.3
Napoleon - *Marching toward legible docstrings*
===============================================
Are you tired of writing docstrings that look like this::
:param path: The path of the file to wrap
:type path: str
:param field_storage: The :class:`FileStorage` instance to wrap
:type field_storage: FileStorage
:param temporary: Whether or not to delete the file when the File
instance is destructed
:type temporary: bool
:returns: A buffered writable file descriptor
:rtype: BufferedFileStorage
`ReStructuredText`_ is great, but it creates visually dense, hard to read
`docstrings`_. Compare the jumble above to the same thing rewritten
according to the `Google Python Style Guide`_::
Args:
path (str): The path of the file to wrap
field_storage (FileStorage): The :class:`FileStorage` instance to wrap
temporary (bool): Whether or not to delete the file when the File
instance is destructed
Returns:
BufferedFileStorage: A buffered writable file descriptor
Much more legible, no?
Napoleon is a :doc:`../extensions` that enables Sphinx to parse both `NumPy`_
and `Google`_ style docstrings - the style recommended by `Khan Academy`_.
Napoleon is a pre-processor that parses `NumPy`_ and `Google`_ style
docstrings and converts them to reStructuredText before Sphinx attempts to
parse them. This happens in an intermediate step while Sphinx is processing
the documentation, so it doesn't modify any of the docstrings in your actual
source code files.
.. _ReStructuredText: http://docutils.sourceforge.net/rst.html
.. _docstrings: http://www.python.org/dev/peps/pep-0287/
.. _Google Python Style Guide:
http://google-styleguide.googlecode.com/svn/trunk/pyguide.html
.. _Google:
http://google-styleguide.googlecode.com/svn/trunk/pyguide.html#Comments
.. _NumPy:
https://github.com/numpy/numpy/blob/master/doc/HOWTO_DOCUMENT.rst.txt
.. _Khan Academy:
https://sites.google.com/a/khanacademy.org/forge/for-developers/styleguide/python#TOC-Docstrings
Getting Started
---------------
1. After :doc:`setting up Sphinx <../tutorial>` to build your docs, enable
napoleon in the Sphinx `conf.py` file::
# conf.py
# Add autodoc and napoleon to the extensions list
extensions = ['sphinx.ext.autodoc', 'sphinx.ext.napoleon']
2. Use `sphinx-apidoc` to build your API documentation::
$ sphinx-apidoc -f -o docs/source projectdir
Docstrings
----------
Napoleon interprets every docstring that :mod:`autodoc <sphinx.ext.autodoc>`
can find, including docstrings on: ``modules``, ``classes``, ``attributes``,
``methods``, ``functions``, and ``variables``. Inside each docstring,
specially formatted `Sections`_ are parsed and converted to
reStructuredText.
All standard reStructuredText formatting still works as expected.
.. _Sections:
Docstring Sections
------------------
All of the following section headers are supported:
* ``Args`` *(alias of Parameters)*
* ``Arguments`` *(alias of Parameters)*
* ``Attributes``
* ``Example``
* ``Examples``
* ``Keyword Args`` *(alias of Keyword Arguments)*
* ``Keyword Arguments``
* ``Methods``
* ``Note``
* ``Notes``
* ``Other Parameters``
* ``Parameters``
* ``Return`` *(alias of Returns)*
* ``Returns``
* ``Raises``
* ``References``
* ``See Also``
* ``Warning``
* ``Warnings`` *(alias of Warning)*
* ``Warns``
* ``Yields``
Google vs NumPy
---------------
Napoleon supports two styles of docstrings: `Google`_ and `NumPy`_. The
main difference between the two styles is that Google uses indention to
separate sections, whereas NumPy uses underlines.
Google style::
def func(arg1, arg2):
"""Summary line.
Extended description of function.
Args:
arg1 (int): Description of arg1
arg2 (str): Description of arg2
Returns:
bool: Description of return value
"""
return True
NumPy style::
def func(arg1, arg2):
"""Summary line.
Extended description of function.
Parameters
----------
arg1 : int
Description of arg1
arg2 : str
Description of arg2
Returns
-------
bool
Description of return value
"""
return True
NumPy style tends to require more vertical space, whereas Google style
tends to use more horizontal space. Google style tends to be easier to
read for short and simple docstrings, whereas NumPy style tends be easier
to read for long and in-depth docstrings.
The `Khan Academy`_ recommends using Google style.
The choice between styles is largely aesthetic, but the two styles should
not be mixed. Choose one style for your project and be consistent with it.
.. seealso::
For complete examples:
* :ref:`example_google`
* :ref:`example_numpy`
Configuration
=============
Listed below are all the settings used by napoleon and their default
values. These settings can be changed in the Sphinx `conf.py` file. Make
sure that both "sphinx.ext.autodoc" and "sphinx.ext.napoleon" are
enabled in `conf.py`::
# conf.py
# Add any Sphinx extension module names here, as strings
extensions = ['sphinx.ext.autodoc', 'sphinx.ext.napoleon']
# Napoleon settings
napoleon_google_docstring = True
napoleon_numpy_docstring = True
napoleon_include_private_with_doc = False
napoleon_include_special_with_doc = True
napoleon_use_admonition_for_examples = False
napoleon_use_admonition_for_notes = False
napoleon_use_admonition_for_references = False
napoleon_use_ivar = False
napoleon_use_param = True
napoleon_use_rtype = True
.. _Google style:
http://google-styleguide.googlecode.com/svn/trunk/pyguide.html
.. _NumPy style:
https://github.com/numpy/numpy/blob/master/doc/HOWTO_DOCUMENT.rst.txt
.. confval:: napoleon_google_docstring
True to parse `Google style`_ docstrings. False to disable support
for Google style docstrings. *Defaults to True.*
.. confval:: napoleon_numpy_docstring
True to parse `NumPy style`_ docstrings. False to disable support
for NumPy style docstrings. *Defaults to True.*
.. confval:: napoleon_include_private_with_doc
True to include private members (like ``_membername``) with docstrings
in the documentation. False to fall back to Sphinx's default behavior.
*Defaults to False.*
**If True**::
def _included(self):
"""
This will be included in the docs because it has a docstring
"""
pass
def _skipped(self):
# This will NOT be included in the docs
pass
.. confval:: napoleon_include_special_with_doc
True to include special members (like ``__membername__``) with
docstrings in the documentation. False to fall back to Sphinx's
default behavior. *Defaults to True.*
**If True**::
def __str__(self):
"""
This will be included in the docs because it has a docstring
"""
return unicode(self).encode('utf-8')
def __unicode__(self):
# This will NOT be included in the docs
return unicode(self.__class__.__name__)
.. confval:: napoleon_use_admonition_for_examples
True to use the ``.. admonition::`` directive for the **Example** and
**Examples** sections. False to use the ``.. rubric::`` directive
instead. One may look better than the other depending on what HTML
theme is used. *Defaults to False.*
This `NumPy style`_ snippet will be converted as follows::
Example
-------
This is just a quick example
**If True**::
.. admonition:: Example
This is just a quick example
**If False**::
.. rubric:: Example
This is just a quick example
.. confval:: napoleon_use_admonition_for_notes
True to use the ``.. admonition::`` directive for **Notes** sections.
False to use the ``.. rubric::`` directive instead. *Defaults to False.*
.. note:: The singular **Note** section will always be converted to a
``.. note::`` directive.
.. seealso::
:attr:`napoleon_use_admonition_for_examples`
.. confval:: napoleon_use_admonition_for_references
True to use the ``.. admonition::`` directive for **References**
sections. False to use the ``.. rubric::`` directive instead.
*Defaults to False.*
.. seealso::
:attr:`napoleon_use_admonition_for_examples`
.. confval:: napoleon_use_ivar
True to use the ``:ivar:`` role for instance variables. False to use
the ``.. attribute::`` directive instead. *Defaults to False.*
This `NumPy style`_ snippet will be converted as follows::
Attributes
----------
attr1 : int
Description of `attr1`
**If True**::
:ivar attr1: Description of `attr1`
:vartype attr1: int
**If False**::
.. attribute:: attr1
*int*
Description of `attr1`
.. confval:: napoleon_use_param
True to use a ``:param:`` role for each function parameter. False to
use a single ``:parameters:`` role for all the parameters.
*Defaults to True.*
This `NumPy style`_ snippet will be converted as follows::
Parameters
----------
arg1 : str
Description of `arg1`
arg2 : int, optional
Description of `arg2`, defaults to 0
**If True**::
:param arg1: Description of `arg1`
:type arg1: str
:param arg2: Description of `arg2`, defaults to 0
:type arg2: int, optional
**If False**::
:parameters: * **arg1** (*str*) --
Description of `arg1`
* **arg2** (*int, optional*) --
Description of `arg2`, defaults to 0
.. confval:: napoleon_use_rtype
True to use the ``:rtype:`` role for the return type. False to output
the return type inline with the description. *Defaults to True.*
This `NumPy style`_ snippet will be converted as follows::
Returns
-------
bool
True if successful, False otherwise
**If True**::
:returns: True if successful, False otherwise
:rtype: bool
**If False**::
:returns: *bool* -- True if successful, False otherwise