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__init__.py
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__init__.py
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"""Support for NumPy and Google style docstrings."""
from typing import Any, Dict, List
import sphinx
from sphinx.application import Sphinx
from sphinx.ext.napoleon.docstring import GoogleDocstring, NumpyDocstring
from sphinx.util import inspect
class Config:
"""Sphinx napoleon extension settings in `conf.py`.
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 "sphinx.ext.napoleon" is enabled in `conf.py`::
# conf.py
# Add any Sphinx extension module names here, as strings
extensions = ['sphinx.ext.napoleon']
# Napoleon settings
napoleon_google_docstring = True
napoleon_numpy_docstring = True
napoleon_include_init_with_doc = False
napoleon_include_private_with_doc = False
napoleon_include_special_with_doc = False
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
napoleon_use_keyword = True
napoleon_preprocess_types = False
napoleon_type_aliases = None
napoleon_custom_sections = None
napoleon_attr_annotations = True
.. _Google style:
https://google.github.io/styleguide/pyguide.html
.. _NumPy style:
https://numpydoc.readthedocs.io/en/latest/format.html#docstring-standard
Attributes
----------
napoleon_google_docstring : :obj:`bool` (Defaults to True)
True to parse `Google style`_ docstrings. False to disable support
for Google style docstrings.
napoleon_numpy_docstring : :obj:`bool` (Defaults to True)
True to parse `NumPy style`_ docstrings. False to disable support
for NumPy style docstrings.
napoleon_include_init_with_doc : :obj:`bool` (Defaults to False)
True to list ``__init___`` docstrings separately from the class
docstring. False to fall back to Sphinx's default behavior, which
considers the ``__init___`` docstring as part of the class
documentation.
**If True**::
def __init__(self):
\"\"\"
This will be included in the docs because it has a docstring
\"\"\"
def __init__(self):
# This will NOT be included in the docs
napoleon_include_private_with_doc : :obj:`bool` (Defaults to False)
True to include private members (like ``_membername``) with docstrings
in the documentation. False to fall back to Sphinx's default behavior.
**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
napoleon_include_special_with_doc : :obj:`bool` (Defaults to False)
True to include special members (like ``__membername__``) with
docstrings in the documentation. False to fall back to Sphinx's
default behavior.
**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__)
napoleon_use_admonition_for_examples : :obj:`bool` (Defaults to False)
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.
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
napoleon_use_admonition_for_notes : :obj:`bool` (Defaults to False)
True to use the ``.. admonition::`` directive for **Notes** sections.
False to use the ``.. rubric::`` directive instead.
Note
----
The singular **Note** section will always be converted to a
``.. note::`` directive.
See Also
--------
:attr:`napoleon_use_admonition_for_examples`
napoleon_use_admonition_for_references : :obj:`bool` (Defaults to False)
True to use the ``.. admonition::`` directive for **References**
sections. False to use the ``.. rubric::`` directive instead.
See Also
--------
:attr:`napoleon_use_admonition_for_examples`
napoleon_use_ivar : :obj:`bool` (Defaults to False)
True to use the ``:ivar:`` role for instance variables. False to use
the ``.. attribute::`` directive instead.
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
Description of `attr1`
:type: int
napoleon_use_param : :obj:`bool` (Defaults to True)
True to use a ``:param:`` role for each function parameter. False to
use a single ``:parameters:`` role for all the parameters.
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
napoleon_use_keyword : :obj:`bool` (Defaults to True)
True to use a ``:keyword:`` role for each function keyword argument.
False to use a single ``:keyword arguments:`` role for all the
keywords.
This behaves similarly to :attr:`napoleon_use_param`. Note unlike
docutils, ``:keyword:`` and ``:param:`` will not be treated the same
way - there will be a separate "Keyword Arguments" section, rendered
in the same fashion as "Parameters" section (type links created if
possible)
See Also
--------
:attr:`napoleon_use_param`
napoleon_use_rtype : :obj:`bool` (Defaults to True)
True to use the ``:rtype:`` role for the return type. False to output
the return type inline with the description.
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
napoleon_preprocess_types : :obj:`bool` (Defaults to False)
Enable the type preprocessor.
napoleon_type_aliases : :obj:`dict` (Defaults to None)
Add a mapping of strings to string, translating types in numpy
style docstrings. Only works if ``napoleon_preprocess_types = True``.
napoleon_custom_sections : :obj:`list` (Defaults to None)
Add a list of custom sections to include, expanding the list of parsed sections.
The entries can either be strings or tuples, depending on the intention:
* To create a custom "generic" section, just pass a string.
* To create an alias for an existing section, pass a tuple containing the
alias name and the original, in that order.
* To create a custom section that displays like the parameters or returns
section, pass a tuple containing the custom section name and a string
value, "params_style" or "returns_style".
If an entry is just a string, it is interpreted as a header for a generic
section. If the entry is a tuple/list/indexed container, the first entry
is the name of the section, the second is the section key to emulate. If the
second entry value is "params_style" or "returns_style", the custom section
will be displayed like the parameters section or returns section.
napoleon_attr_annotations : :obj:`bool` (Defaults to True)
Use the type annotations of class attributes that are documented in the docstring
but do not have a type in the docstring.
"""
_config_values = {
'napoleon_google_docstring': (True, 'env'),
'napoleon_numpy_docstring': (True, 'env'),
'napoleon_include_init_with_doc': (False, 'env'),
'napoleon_include_private_with_doc': (False, 'env'),
'napoleon_include_special_with_doc': (False, 'env'),
'napoleon_use_admonition_for_examples': (False, 'env'),
'napoleon_use_admonition_for_notes': (False, 'env'),
'napoleon_use_admonition_for_references': (False, 'env'),
'napoleon_use_ivar': (False, 'env'),
'napoleon_use_param': (True, 'env'),
'napoleon_use_rtype': (True, 'env'),
'napoleon_use_keyword': (True, 'env'),
'napoleon_preprocess_types': (False, 'env'),
'napoleon_type_aliases': (None, 'env'),
'napoleon_custom_sections': (None, 'env'),
'napoleon_attr_annotations': (True, 'env'),
}
def __init__(self, **settings: Any) -> None:
for name, (default, _rebuild) in self._config_values.items():
setattr(self, name, default)
for name, value in settings.items():
setattr(self, name, value)
def setup(app: Sphinx) -> Dict[str, Any]:
"""Sphinx extension setup function.
When the extension is loaded, Sphinx imports this module and executes
the ``setup()`` function, which in turn notifies Sphinx of everything
the extension offers.
Parameters
----------
app : sphinx.application.Sphinx
Application object representing the Sphinx process
See Also
--------
`The Sphinx documentation on Extensions
<https://www.sphinx-doc.org/extensions.html>`_
`The Extension Tutorial <https://www.sphinx-doc.org/extdev/tutorial.html>`_
`The Extension API <https://www.sphinx-doc.org/extdev/appapi.html>`_
"""
if not isinstance(app, Sphinx):
# probably called by tests
return {'version': sphinx.__display_version__, 'parallel_read_safe': True}
_patch_python_domain()
app.setup_extension('sphinx.ext.autodoc')
app.connect('autodoc-process-docstring', _process_docstring)
app.connect('autodoc-skip-member', _skip_member)
for name, (default, rebuild) in Config._config_values.items():
app.add_config_value(name, default, rebuild)
return {'version': sphinx.__display_version__, 'parallel_read_safe': True}
def _patch_python_domain() -> None:
try:
from sphinx.domains.python import PyTypedField
except ImportError:
pass
else:
import sphinx.domains.python
from sphinx.locale import _
for doc_field in sphinx.domains.python.PyObject.doc_field_types:
if doc_field.name == 'parameter':
doc_field.names = ('param', 'parameter', 'arg', 'argument')
break
sphinx.domains.python.PyObject.doc_field_types.append(
PyTypedField('keyword', label=_('Keyword Arguments'),
names=('keyword', 'kwarg', 'kwparam'),
typerolename='obj', typenames=('paramtype', 'kwtype'),
can_collapse=True))
def _process_docstring(app: Sphinx, what: str, name: str, obj: Any,
options: Any, lines: List[str]) -> None:
"""Process the docstring for a given python object.
Called when autodoc has read and processed a docstring. `lines` is a list
of docstring lines that `_process_docstring` modifies in place to change
what Sphinx outputs.
The following settings in conf.py control what styles of docstrings will
be parsed:
* ``napoleon_google_docstring`` -- parse Google style docstrings
* ``napoleon_numpy_docstring`` -- parse NumPy style docstrings
Parameters
----------
app : sphinx.application.Sphinx
Application object representing the Sphinx process.
what : str
A string specifying the type of the object to which the docstring
belongs. Valid values: "module", "class", "exception", "function",
"method", "attribute".
name : str
The fully qualified name of the object.
obj : module, class, exception, function, method, or attribute
The object to which the docstring belongs.
options : sphinx.ext.autodoc.Options
The options given to the directive: an object with attributes
inherited_members, undoc_members, show_inheritance and noindex that
are True if the flag option of same name was given to the auto
directive.
lines : list of str
The lines of the docstring, see above.
.. note:: `lines` is modified *in place*
"""
result_lines = lines
docstring: GoogleDocstring = None
if app.config.napoleon_numpy_docstring:
docstring = NumpyDocstring(result_lines, app.config, app, what, name,
obj, options)
result_lines = docstring.lines()
if app.config.napoleon_google_docstring:
docstring = GoogleDocstring(result_lines, app.config, app, what, name,
obj, options)
result_lines = docstring.lines()
lines[:] = result_lines[:]
def _skip_member(app: Sphinx, what: str, name: str, obj: Any,
skip: bool, options: Any) -> bool:
"""Determine if private and special class members are included in docs.
The following settings in conf.py determine if private and special class
members or init methods are included in the generated documentation:
* ``napoleon_include_init_with_doc`` --
include init methods if they have docstrings
* ``napoleon_include_private_with_doc`` --
include private members if they have docstrings
* ``napoleon_include_special_with_doc`` --
include special members if they have docstrings
Parameters
----------
app : sphinx.application.Sphinx
Application object representing the Sphinx process
what : str
A string specifying the type of the object to which the member
belongs. Valid values: "module", "class", "exception", "function",
"method", "attribute".
name : str
The name of the member.
obj : module, class, exception, function, method, or attribute.
For example, if the member is the __init__ method of class A, then
`obj` will be `A.__init__`.
skip : bool
A boolean indicating if autodoc will skip this member if `_skip_member`
does not override the decision
options : sphinx.ext.autodoc.Options
The options given to the directive: an object with attributes
inherited_members, undoc_members, show_inheritance and noindex that
are True if the flag option of same name was given to the auto
directive.
Returns
-------
bool
True if the member should be skipped during creation of the docs,
False if it should be included in the docs.
"""
has_doc = getattr(obj, '__doc__', False)
is_member = what in ('class', 'exception', 'module')
if name != '__weakref__' and has_doc and is_member:
cls_is_owner = False
if what in ('class', 'exception'):
qualname = getattr(obj, '__qualname__', '')
cls_path, _, _ = qualname.rpartition('.')
if cls_path:
try:
if '.' in cls_path:
import functools
import importlib
mod = importlib.import_module(obj.__module__)
mod_path = cls_path.split('.')
cls = functools.reduce(getattr, mod_path, mod)
else:
cls = inspect.unwrap(obj).__globals__[cls_path]
except Exception:
cls_is_owner = False
else:
cls_is_owner = (cls and hasattr(cls, name) and # type: ignore
name in cls.__dict__)
else:
cls_is_owner = False
if what == 'module' or cls_is_owner:
is_init = (name == '__init__')
is_special = (not is_init and name.startswith('__') and
name.endswith('__'))
is_private = (not is_init and not is_special and
name.startswith('_'))
inc_init = app.config.napoleon_include_init_with_doc
inc_special = app.config.napoleon_include_special_with_doc
inc_private = app.config.napoleon_include_private_with_doc
if ((is_special and inc_special) or
(is_private and inc_private) or
(is_init and inc_init)):
return False
return None