Expand and clarify the "Invoking Descriptors" section of the Descriptor HowTo (GH-23078)
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@ -52,7 +52,7 @@ To use the descriptor, it must be stored as a class variable in another class::
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class A:
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x = 5 # Regular class attribute
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y = Ten() # Descriptor
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y = Ten() # Descriptor instance
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An interactive session shows the difference between normal attribute lookup
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and descriptor lookup::
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@ -80,7 +80,6 @@ Dynamic lookups
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Interesting descriptors typically run computations instead of doing lookups::
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import os
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class DirectorySize:
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@ -90,7 +89,7 @@ Interesting descriptors typically run computations instead of doing lookups::
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class Directory:
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size = DirectorySize() # Descriptor
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size = DirectorySize() # Descriptor instance
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def __init__(self, dirname):
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self.dirname = dirname # Regular instance attribute
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@ -147,11 +146,11 @@ the lookup or update::
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class Person:
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age = LoggedAgeAccess() # Descriptor
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age = LoggedAgeAccess() # Descriptor instance
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def __init__(self, name, age):
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self.name = name # Regular instance attribute
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self.age = age # Calls the descriptor
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self.age = age # Calls __set__()
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def birthday(self):
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self.age += 1 # Calls both __get__() and __set__()
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@ -221,8 +220,8 @@ be recorded, giving each descriptor its own *public_name* and *private_name*::
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class Person:
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name = LoggedAccess() # First descriptor
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age = LoggedAccess() # Second descriptor
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name = LoggedAccess() # First descriptor instance
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age = LoggedAccess() # Second descriptor instance
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def __init__(self, name, age):
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self.name = name # Calls the first descriptor
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@ -494,56 +493,98 @@ called. Defining the :meth:`__set__` method with an exception raising
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placeholder is enough to make it a data descriptor.
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Invoking Descriptors
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--------------------
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Overview of Descriptor Invocation
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---------------------------------
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A descriptor can be called directly by its method name. For example,
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``d.__get__(obj)``.
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A descriptor can be called directly with ``desc.__get__(obj)`` or
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``desc.__get__(None, cls)``.
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But it is more common for a descriptor to be invoked automatically from
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attribute access. The expression ``obj.d`` looks up ``d`` in the dictionary of
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``obj``. If ``d`` defines the method :meth:`__get__`, then ``d.__get__(obj)``
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is invoked according to the precedence rules listed below.
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attribute access.
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The expression ``obj.x`` looks up the attribute ``x`` in the chain of
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namespaces for ``obj``. If the search finds a descriptor, its :meth:`__get__`
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method is invoked according to the precedence rules listed below.
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The details of invocation depend on whether ``obj`` is an object, class, or
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instance of super.
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**Objects**: The machinery is in :meth:`object.__getattribute__`.
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It transforms ``b.x`` into ``type(b).__dict__['x'].__get__(b, type(b))``.
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Invocation from an Instance
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---------------------------
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The implementation works through a precedence chain that gives data descriptors
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priority over instance variables, instance variables priority over non-data
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descriptors, and assigns lowest priority to :meth:`__getattr__` if provided.
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Instance lookup scans through a chain of namespaces giving data descriptors
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the highest priority, followed by instance variables, then non-data
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descriptors, then class variables, and lastly :meth:`__getattr__` if it is
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provided.
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The full C implementation can be found in :c:func:`PyObject_GenericGetAttr()` in
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:source:`Objects/object.c`.
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If a descriptor is found for ``a.x``, then it is invoked with:
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``desc.__get__(a, type(a))``.
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**Classes**: The machinery is in :meth:`type.__getattribute__`.
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The logic for a dotted lookup is in :meth:`object.__getattribute__`. Here is
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a pure Python equivalent::
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It transforms ``A.x`` into ``A.__dict__['x'].__get__(None, A)``.
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def object_getattribute(obj, name):
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"Emulate PyObject_GenericGetAttr() in Objects/object.c"
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null = object()
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objtype = type(obj)
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value = getattr(objtype, name, null)
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if value is not null and hasattr(value, '__get__'):
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if hasattr(value, '__set__') or hasattr(value, '__delete__'):
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return value.__get__(obj, objtype) # data descriptor
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try:
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return vars(obj)[name] # instance variable
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except (KeyError, TypeError):
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pass
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if hasattr(value, '__get__'):
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return value.__get__(obj, objtype) # non-data descriptor
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if value is not null:
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return value # class variable
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# Emulate slot_tp_getattr_hook() in Objects/typeobject.c
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if hasattr(objtype, '__getattr__'):
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return objtype.__getattr__(obj, name) # __getattr__ hook
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raise AttributeError(name)
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The full C implementation can be found in :c:func:`type_getattro()` in
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:source:`Objects/typeobject.c`.
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The :exc:`TypeError` exception handler is needed because the instance dictionary
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doesn't exist when its class defines :term:`__slots__`.
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**Super**: The machinery is in the custom :meth:`__getattribute__` method for
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Invocation from a Class
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-----------------------
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The logic for a dotted lookup such as ``A.x`` is in
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:meth:`type.__getattribute__`. The steps are similar to those for
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:meth:`object.__getattribute__` but the instance dictionary lookup is replaced
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by a search through the class's :term:`method resolution order`.
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If a descriptor is found, it is invoked with ``desc.__get__(None, A)``.
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The full C implementation can be found in :c:func:`type_getattro()` and
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:c:func:`_PyType_Lookup()` in :source:`Objects/typeobject.c`.
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Invocation from Super
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---------------------
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The logic for super's dotted lookup is in the :meth:`__getattribute__` method for
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object returned by :class:`super()`.
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The attribute lookup ``super(A, obj).m`` searches ``obj.__class__.__mro__`` for
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the base class ``B`` immediately following ``A`` and then returns
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A dotted lookup such as ``super(A, obj).m`` searches ``obj.__class__.__mro__``
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for the base class ``B`` immediately following ``A`` and then returns
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``B.__dict__['m'].__get__(obj, A)``. If not a descriptor, ``m`` is returned
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unchanged. If not in the dictionary, ``m`` reverts to a search using
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:meth:`object.__getattribute__`.
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unchanged.
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The implementation details are in :c:func:`super_getattro()` in
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The full C implementation can be found in :c:func:`super_getattro()` in
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:source:`Objects/typeobject.c`. A pure Python equivalent can be found in
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`Guido's Tutorial`_.
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`Guido's Tutorial
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<https://www.python.org/download/releases/2.2.3/descrintro/#cooperation>`_.
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.. _`Guido's Tutorial`: https://www.python.org/download/releases/2.2.3/descrintro/#cooperation
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**Summary**: The mechanism for descriptors is embedded in the
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:meth:`__getattribute__()` methods for :class:`object`, :class:`type`, and
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:func:`super`.
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Summary of Invocation Logic
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---------------------------
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The mechanism for descriptors is embedded in the :meth:`__getattribute__()`
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methods for :class:`object`, :class:`type`, and :func:`super`.
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The important points to remember are:
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@ -652,7 +693,7 @@ Pure Python Equivalents
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^^^^^^^^^^^^^^^^^^^^^^^
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The descriptor protocol is simple and offers exciting possibilities. Several
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use cases are so common that they have been prepackaged into builtin tools.
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use cases are so common that they have been prepackaged into built-in tools.
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Properties, bound methods, static methods, and class methods are all based on
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the descriptor protocol.
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@ -5,7 +5,7 @@ c-api/sequence,,:i2,o[i1:i2]
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c-api/tuple,,:high,p[low:high]
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c-api/unicode,,:end,str[start:end]
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c-api/unicode,,:start,unicode[start:start+length]
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distutils/examples,267,`,This is the description of the ``foobar`` package.
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distutils/examples,,`,This is the description of the ``foobar`` package.
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distutils/setupscript,,::,
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extending/embedding,,:numargs,"if(!PyArg_ParseTuple(args, "":numargs""))"
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extending/extending,,:myfunction,"PyArg_ParseTuple(args, ""D:myfunction"", &c);"
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