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Version:
1.14.0 ▾
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# Copyright 2018 The TensorFlow Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# ==============================================================================
"""Documentation control decorators."""
from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
_DO_NOT_DOC = "_tf_docs_do_not_document"
def do_not_generate_docs(obj):
"""A decorator: Do not generate docs for this object.
For example the following classes:
```
class Parent(object):
def method1(self):
pass
def method2(self):
pass
class Child(Parent):
def method1(self):
pass
def method2(self):
pass
```
Produce the following api_docs:
```
/Parent.md
# method1
# method2
/Child.md
# method1
# method2
```
This decorator allows you to skip classes or methods:
```
@do_not_generate_docs
class Parent(object):
def method1(self):
pass
def method2(self):
pass
class Child(Parent):
@do_not_generate_docs
def method1(self):
pass
def method2(self):
pass
```
This will only produce the following docs:
```
/Child.md
# method2
```
Note: This is implemented by adding a hidden attribute on the object, so it
cannot be used on objects which do not allow new attributes to be added. So
this decorator must go *below* `@property`, `@classmethod`,
or `@staticmethod`:
```
class Example(object):
@property
@do_not_generate_docs
def x(self):
return self._x
```
Args:
obj: The object to hide from the generated docs.
Returns:
obj
"""
setattr(obj, _DO_NOT_DOC, None)
return obj
_DO_NOT_DOC_INHERITABLE = "_tf_docs_do_not_doc_inheritable"
def do_not_doc_inheritable(obj):
"""A decorator: Do not generate docs for this method.
This version of the decorator is "inherited" by subclasses. No docs will be
generated for the decorated method in any subclass. Even if the sub-class
overrides the method.
For example, to ensure that `method1` is **never documented** use this
decorator on the base-class:
```
class Parent(object):
@do_not_doc_inheritable
def method1(self):
pass
def method2(self):
pass
class Child(Parent):
def method1(self):
pass
def method2(self):
pass
```
This will produce the following docs:
```
/Parent.md
# method2
/Child.md
# method2
```
When generating docs for a class's arributes, the `__mro__` is searched and
the attribute will be skipped if this decorator is detected on the attribute
on any class in the `__mro__`.
Note: This is implemented by adding a hidden attribute on the object, so it
cannot be used on objects which do not allow new attributes to be added. So
this decorator must go *below* `@property`, `@classmethod`,
or `@staticmethod`:
```
class Example(object):
@property
@do_not_doc_inheritable
def x(self):
return self._x
```
Args:
obj: The class-attribute to hide from the generated docs.
Returns:
obj
"""
setattr(obj, _DO_NOT_DOC_INHERITABLE, None)
return obj
_FOR_SUBCLASS_IMPLEMENTERS = "_tf_docs_tools_for_subclass_implementers"
def for_subclass_implementers(obj):
"""A decorator: Only generate docs for this method in the defining class.
Also group this method's docs with and `@abstractmethod` in the class's docs.
No docs will generated for this class attribute in sub-classes.
The canonical use case for this is `tf.keras.layers.Layer.call`: It's a
public method, essential for anyone implementing a subclass, but it should
never be called directly.
Works on method, or other class-attributes.
When generating docs for a class's arributes, the `__mro__` is searched and
the attribute will be skipped if this decorator is detected on the attribute
on any **parent** class in the `__mro__`.
For example:
```
class Parent(object):
@for_subclass_implementers
def method1(self):
pass
def method2(self):
pass
class Child1(Parent):
def method1(self):
pass
def method2(self):
pass
class Child2(Parent):
def method1(self):
pass
def method2(self):
pass
```
This will produce the following docs:
```
/Parent.md
# method1
# method2
/Child1.md
# method2
/Child2.md
# method2
```
Note: This is implemented by adding a hidden attribute on the object, so it
cannot be used on objects which do not allow new attributes to be added. So
this decorator must go *below* `@property`, `@classmethod`,
or `@staticmethod`:
```
class Example(object):
@property
@for_subclass_implementers
def x(self):
return self._x
```
Args:
obj: The class-attribute to hide from the generated docs.
Returns:
obj
"""
setattr(obj, _FOR_SUBCLASS_IMPLEMENTERS, None)
return obj
do_not_doc_in_subclasses = for_subclass_implementers
def should_skip(obj):
"""Returns true if docs generation should be skipped for this object.
checks for the `do_not_generate_docs` or `do_not_doc_inheritable` decorators.
Args:
obj: The object to document, or skip.
Returns:
True if the object should be skipped
"""
# Unwrap fget if the object is a property
if isinstance(obj, property):
obj = obj.fget
return hasattr(obj, _DO_NOT_DOC) or hasattr(obj, _DO_NOT_DOC_INHERITABLE)
def should_skip_class_attr(cls, name):
"""Returns true if docs should be skipped for this class attribute.
Args:
cls: The class the attribute belongs to.
name: The name of the attribute.
Returns:
True if the attribute should be skipped.
"""
# Get the object with standard lookup, from the nearest
# defining parent.
try:
obj = getattr(cls, name)
except AttributeError:
# Avoid error caused by enum metaclasses in python3
if name in ("name", "value"):
return True
raise
# Unwrap fget if the object is a property
if isinstance(obj, property):
obj = obj.fget
# Skip if the object is decorated with `do_not_generate_docs` or
# `do_not_doc_inheritable`
if should_skip(obj):
return True
# Use __dict__ lookup to get the version defined in *this* class.
obj = cls.__dict__.get(name, None)
if isinstance(obj, property):
obj = obj.fget
if obj is not None:
# If not none, the object is defined in *this* class.
# Do not skip if decorated with `for_subclass_implementers`.
if hasattr(obj, _FOR_SUBCLASS_IMPLEMENTERS):
return False
# for each parent class
for parent in cls.__mro__[1:]:
obj = getattr(parent, name, None)
if obj is None:
continue
if isinstance(obj, property):
obj = obj.fget
# Skip if the parent's definition is decorated with `do_not_doc_inheritable`
# or `for_subclass_implementers`
if hasattr(obj, _DO_NOT_DOC_INHERITABLE):
return True
if hasattr(obj, _FOR_SUBCLASS_IMPLEMENTERS):
return True
# No blockng decorators --> don't skip
return False