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+"""Example Google style docstrings.
+
+This module demonstrates documentation as specified by the `Google Python
+Style Guide`_. Docstrings may extend over multiple lines. Sections are created
+with a section header and a colon followed by a block of indented text.
+
+Example:
+ Examples can be given using either the ``Example`` or ``Examples``
+ sections. Sections support any reStructuredText formatting, including
+ literal blocks::
+
+ $ python example_google.py
+
+Section breaks are created by resuming unindented text. Section breaks
+are also implicitly created anytime a new section starts.
+
+Attributes:
+ module_level_variable1 (int): Module level variables may be documented in
+ either the ``Attributes`` section of the module docstring, or in an
+ inline docstring immediately following the variable.
+
+ Either form is acceptable, but the two should not be mixed. Choose
+ one convention to document module level variables and be consistent
+ with it.
+
+Todo:
+ * For module TODOs
+ * You have to also use ``sphinx.ext.todo`` extension
+
+.. _Google Python Style Guide:
+ https://google.github.io/styleguide/pyguide.html
+
+"""
+
+module_level_variable1 = 12345
+
+module_level_variable2 = 98765
+"""int: Module level variable documented inline.
+
+The docstring may span multiple lines. The type may optionally be specified
+on the first line, separated by a colon.
+"""
+
+
+def function_with_types_in_docstring(param1, param2):
+ """Example function with types documented in the docstring.
+
+ :pep:`484` type annotations are supported. If attribute, parameter, and
+ return types are annotated according to `PEP 484`_, they do not need to be
+ included in the docstring:
+
+ Args:
+ param1 (int): The first parameter.
+ param2 (str): The second parameter.
+
+ Returns:
+ bool: The return value. True for success, False otherwise.
+ """
+
+
+def function_with_pep484_type_annotations(param1: int, param2: str) -> bool:
+ """Example function with PEP 484 type annotations.
+
+ Args:
+ param1: The first parameter.
+ param2: The second parameter.
+
+ Returns:
+ The return value. True for success, False otherwise.
+
+ """
+
+
+def module_level_function(param1, param2=None, *args, **kwargs):
+ """This is an example of a module level function.
+
+ Function parameters should be documented in the ``Args`` section. The name
+ of each parameter is required. The type and description of each parameter
+ is optional, but should be included if not obvious.
+
+ If ``*args`` or ``**kwargs`` are accepted,
+ they should be listed as ``*args`` and ``**kwargs``.
+
+ The format for a parameter is::
+
+ name (type): description
+ The description may span multiple lines. Following
+ lines should be indented. The "(type)" is optional.
+
+ Multiple paragraphs are supported in parameter
+ descriptions.
+
+ Args:
+ param1 (int): The first parameter.
+ param2 (:obj:`str`, optional): The second parameter. Defaults to None.
+ Second line of description should be indented.
+ *args: Variable length argument list.
+ **kwargs: Arbitrary keyword arguments.
+
+ Returns:
+ bool: True if successful, False otherwise.
+
+ The return type is optional and may be specified at the beginning of
+ the ``Returns`` section followed by a colon.
+
+ The ``Returns`` section may span multiple lines and paragraphs.
+ Following lines should be indented to match the first line.
+
+ The ``Returns`` section supports any reStructuredText formatting,
+ including literal blocks::
+
+ {
+ 'param1': param1,
+ 'param2': param2
+ }
+
+ Raises:
+ AttributeError: The ``Raises`` section is a list of all exceptions
+ that are relevant to the interface.
+ ValueError: If `param2` is equal to `param1`.
+
+ """
+ if param1 == param2:
+ raise ValueError('param1 may not be equal to param2')
+ return True
+
+
+def example_generator(n):
+ """Generators have a ``Yields`` section instead of a ``Returns`` section.
+
+ Args:
+ n (int): The upper limit of the range to generate, from 0 to `n` - 1.
+
+ Yields:
+ int: The next number in the range of 0 to `n` - 1.
+
+ Examples:
+ Examples should be written in doctest format, and should illustrate how
+ to use the function.
+
+ >>> print([i for i in example_generator(4)])
+ [0, 1, 2, 3]
+
+ """
+ for i in range(n):
+ yield i
+
+
+class ExampleError(Exception):
+ """Exceptions are documented in the same way as classes.
+
+ The __init__ method may be documented in either the class level
+ docstring, or as a docstring on the __init__ method itself.
+
+ Either form is acceptable, but the two should not be mixed. Choose one
+ convention to document the __init__ method and be consistent with it.
+
+ Note:
+ Do not include the `self` parameter in the ``Args`` section.
+
+ Args:
+ msg (str): Human readable string describing the exception.
+ code (:obj:`int`, optional): Error code.
+
+ Attributes:
+ msg (str): Human readable string describing the exception.
+ code (int): Exception error code.
+
+ """
+
+ def __init__(self, msg, code):
+ self.msg = msg
+ self.code = code
+
+
+class ExampleClass:
+ """The summary line for a class docstring should fit on one line.
+
+ If the class has public attributes, they may be documented here
+ in an ``Attributes`` section and follow the same formatting as a
+ function's ``Args`` section. Alternatively, attributes may be documented
+ inline with the attribute's declaration (see __init__ method below).
+
+ Properties created with the ``@property`` decorator should be documented
+ in the property's getter method.
+
+ Attributes:
+ attr1 (str): Description of `attr1`.
+ attr2 (:obj:`int`, optional): Description of `attr2`.
+
+ """
+
+ def __init__(self, param1, param2, param3):
+ """Example of docstring on the __init__ method.
+
+ The __init__ method may be documented in either the class level
+ docstring, or as a docstring on the __init__ method itself.
+
+ Either form is acceptable, but the two should not be mixed. Choose one
+ convention to document the __init__ method and be consistent with it.
+
+ Note:
+ Do not include the `self` parameter in the ``Args`` section.
+
+ Args:
+ param1 (str): Description of `param1`.
+ param2 (:obj:`int`, optional): Description of `param2`. Multiple
+ lines are supported.
+ param3 (list(str)): Description of `param3`.
+
+ """
+ self.attr1 = param1
+ self.attr2 = param2
+ self.attr3 = param3 #: Doc comment *inline* with attribute
+
+ #: list(str): Doc comment *before* attribute, with type specified
+ self.attr4 = ['attr4']
+
+ self.attr5 = None
+ """str: Docstring *after* attribute, with type specified."""
+
+ @property
+ def readonly_property(self):
+ """str: Properties should be documented in their getter method."""
+ return 'readonly_property'
+
+ @property
+ def readwrite_property(self):
+ """list(str): Properties with both a getter and setter
+ should only be documented in their getter method.
+
+ If the setter method contains notable behavior, it should be
+ mentioned here.
+ """
+ return ['readwrite_property']
+
+ @readwrite_property.setter
+ def readwrite_property(self, value):
+ value
+
+ def example_method(self, param1, param2):
+ """Class methods are similar to regular functions.
+
+ Note:
+ Do not include the `self` parameter in the ``Args`` section.
+
+ Args:
+ param1: The first parameter.
+ param2: The second parameter.
+
+ Returns:
+ True if successful, False otherwise.
+
+ """
+ return True
+
+ def __special__(self):
+ """By default special members with docstrings are not included.
+
+ Special members are any methods or attributes that start with and
+ end with a double underscore. Any special member with a docstring
+ will be included in the output, if
+ ``napoleon_include_special_with_doc`` is set to True.
+
+ This behavior can be enabled by changing the following setting in
+ Sphinx's conf.py::
+
+ napoleon_include_special_with_doc = True
+
+ """
+ pass
+
+ def __special_without_docstring__(self):
+ pass
+
+ def _private(self):
+ """By default private members are not included.
+
+ Private members are any methods or attributes that start with an
+ underscore and are *not* special. By default they are not included
+ in the output.
+
+ This behavior can be changed such that private members *are* included
+ by changing the following setting in Sphinx's conf.py::
+
+ napoleon_include_private_with_doc = True
+
+ """
+ pass
+
+ def _private_without_docstring(self):
+ pass
+
+class ExamplePEP526Class:
+ """The summary line for a class docstring should fit on one line.
+
+ If the class has public attributes, they may be documented here
+ in an ``Attributes`` section and follow the same formatting as a
+ function's ``Args`` section. If ``napoleon_attr_annotations``
+ is True, types can be specified in the class body using ``PEP 526``
+ annotations.
+
+ Attributes:
+ attr1: Description of `attr1`.
+ attr2: Description of `attr2`.
+
+ """
+
+ attr1: str
+ attr2: int