Update changelog and release 1.8.0

* Add swagger_schema_fields attribute to serializer Meta class
* Add documentation

Closes #132.

.gitignore

@@ -159,3 +159,5 @@ com_crashlytics_export_strings.xml
 crashlytics.properties
 crashlytics-build.properties
 fabric.properties
+
+\.pytest_cache/

.idea/drf-yasg.iml

@@ -8,14 +8,16 @@
         <option name="manageScript" value="manage.py" />
         <option name="environment" value="&lt;map/&gt;" />
         <option name="doNotUseTestRunner" value="false" />
+        <option name="trackFilePattern" value="migrations" />
       </configuration>
     </facet>
   </component>
   <component name="NewModuleRootManager">
     <content url="file://$MODULE_DIR$">
-      <sourceFolder url="file://$MODULE_DIR$" isTestSource="false" />
       <sourceFolder url="file://$MODULE_DIR$/src" isTestSource="false" />
       <sourceFolder url="file://$MODULE_DIR$/testproj" isTestSource="false" />
+      <excludeFolder url="file://$MODULE_DIR$/docs/_build" />
+      <excludeFolder url="file://$MODULE_DIR$/venv" />
     </content>
     <orderEntry type="jdk" jdkName="Python 3.6 (drf-yasg)" jdkType="Python SDK" />
     <orderEntry type="sourceFolder" forTests="false" />
@@ -24,7 +26,7 @@
     <option name="TEMPLATE_CONFIGURATION" value="Django" />
     <option name="TEMPLATE_FOLDERS">
       <list>
-        <option value="$MODULE_DIR$/drf_yasg/templates" />
+        <option value="$MODULE_DIR$/src/drf_yasg/templates" />
       </list>
     </option>
   </component>
@@ -32,4 +34,4 @@
     <option name="projectConfiguration" value="py.test" />
     <option name="PROJECT_TEST_RUNNER" value="py.test" />
   </component>
-</module>
+</module>

.idea/inspectionProfiles/Project_Default.xml

@@ -10,11 +10,12 @@
     <inspection_tool class="PyCompatibilityInspection" enabled="true" level="WARNING" enabled_by_default="true">
       <option name="ourVersions">
         <value>
-          <list size="4">
+          <list size="5">
             <item index="0" class="java.lang.String" itemvalue="2.7" />
             <item index="1" class="java.lang.String" itemvalue="3.4" />
             <item index="2" class="java.lang.String" itemvalue="3.5" />
             <item index="3" class="java.lang.String" itemvalue="3.6" />
+            <item index="4" class="java.lang.String" itemvalue="3.7" />
           </list>
         </value>
       </option>

.idea/misc.xml

@@ -70,4 +70,7 @@
     </LinkMapSettings>
   </component>
   <component name="ProjectRootManager" version="2" project-jdk-name="Python 3.6 (drf-yasg)" project-jdk-type="Python SDK" />
+  <component name="PythonCompatibilityInspectionAdvertiser">
+    <option name="version" value="3" />
+  </component>
 </project>

.travis.yml

@@ -2,17 +2,20 @@ language: python
 cache: pip
 
 python:
- - '2.7'
  - '3.4'
  - '3.5'
  - '3.6'
 
 env:
  - DRF=3.7
+ - DRF=3.8
 
 jobs:
   include:
     - stage: test
+      python: '2.7'
+      env: DRF=3.7
+    -
       python: '3.6'
       env: DRF=master
     -

CONTRIBUTING.rst

@@ -36,7 +36,7 @@ You want to contribute some code? Great! Here are a few steps to get you started
       $ virtualenv venv
       $ source venv/bin/activate
       (venv) $ pip install -e .[validation]
-      (venv) $ pip install -rrequirements/dev.txt "Django>=1.11.7"
+      (venv) $ pip install -r requirements/dev.txt
 
 #. **Make your changes and check them against the test project**
 

README.rst

@@ -11,7 +11,7 @@ Generate **real** Swagger/OpenAPI 2.0 specifications from a Django Rest Framewor
 
 Compatible with
 
-- **Django Rest Framework**: 3.7.7
+- **Django Rest Framework**: 3.7.7, 3.8.x
 - **Django**: 1.11.x, 2.0.x
 - **Python**: 2.7, 3.4, 3.5, 3.6
 
@@ -134,7 +134,7 @@ In ``urls.py``:
    )
 
    urlpatterns = [
-      url(r'^swagger(?P<format>.json|.yaml)$', schema_view.without_ui(cache_timeout=None), name='schema-json'),
+      url(r'^swagger(?P<format>\.json|\.yaml)$', schema_view.without_ui(cache_timeout=None), name='schema-json'),
       url(r'^swagger/$', schema_view.with_ui('swagger', cache_timeout=None), name='schema-swagger-ui'),
       url(r'^redoc/$', schema_view.with_ui('redoc', cache_timeout=None), name='schema-redoc'),
       ...
@@ -353,6 +353,12 @@ Integration with `djangorestframework-camel-case <https://github.com/vbabiy/djan
 provided out of the box - if you have ``djangorestframework-camel-case`` installed and your ``APIView`` uses
 ``CamelCaseJSONParser`` or ``CamelCaseJSONRenderer``, all property names will be converted to *camelCase* by default.
 
+djangorestframework-recursive
+===============================
+
+Integration with `djangorestframework-recursive <https://github.com/heywbj/django-rest-framework-recursive>`_ is
+provided out of the box - if you have ``djangorestframework-recursive`` installed.
+
 .. |travis| image:: https://img.shields.io/travis/axnsan12/drf-yasg/master.svg
    :target: https://travis-ci.org/axnsan12/drf-yasg
    :alt: Travis CI
@@ -362,7 +368,7 @@ provided out of the box - if you have ``djangorestframework-camel-case`` install
    :alt: Codecov
 
 .. |pypi-version| image:: https://img.shields.io/pypi/v/drf-yasg.svg
-   :target: https://pypi.python.org/pypi/drf-yasg/
+   :target: https://pypi.org/project/drf-yasg/
    :alt: PyPI
 
 .. |rtd-badge| image:: https://img.shields.io/readthedocs/drf-yasg.svg

docs/changelog.rst

@@ -2,10 +2,200 @@
 Changelog
 #########
 
+
+*********
+**1.8.0**
+*********
+
+*Release date: Jun 01, 2018*
+
+- **ADDED:** added a :ref:`swagger_schema_fields <swagger_schema_fields>` field on serializer ``Meta`` classes for
+  customizing schema generation (:issue:`132`, :pr:`134`)
+- **FIXED:** error responses from schema views are now rendered with ``JSONRenderer`` instead of throwing
+  confusing errors (:pr:`130`, :issue:`58`)
+- **FIXED:** ``readOnly`` schema fields will now no longer be marked as ``required`` (:pr:`133`)
+
+*********
+**1.7.4**
+*********
+
+*Release date: May 14, 2018*
+
+- **IMPROVED:** updated ``swagger-ui`` to version 3.14.2
+- **IMPROVED:** updated ``ReDoc`` to version 2.0.0-alpha.20
+- **FIXED:** ignore ``None`` return from ``get_operation`` to avoid empty ``Path`` objects in output
+- **FIXED:** request body is now allowed on ``DELETE`` endpoints (:issue:`118`)
+
+*********
+**1.7.3**
+*********
+
+*Release date: May 12, 2018*
+
+- **FIXED:** views whose ``__init__`` methods throw exceptions will now be ignored during endpoint enumeration
+
+*********
+**1.7.2**
+*********
+
+*Release date: May 12, 2018*
+
+- **FIXED:** fixed generation of default ``SECURITY_REQUIREMENTS`` to match documented behaviour
+- **FIXED:** ordering of ``SECURITY_REQUIREMENTS`` and ``SECURITY_DEFINITIONS`` is now stable
+
+*********
+**1.7.1**
+*********
+
+*Release date: May 05, 2018*
+
+- **IMPROVED:** updated ``swagger-ui`` to version 3.14.1
+- **IMPROVED:** set ``swagger-ui`` ``showCommonExtensions`` to ``True`` by default and add
+  ``SHOW_COMMON_EXTENSIONS`` setting key
+- **IMPROVED:** set ``min_length=1`` when ``allow_blank=False`` (:pr:`112`, thanks to :ghuser:`elnappo`)
+- **FIXED:** made documentation ordering of ``SwaggerDict`` extra attributes stable
+
+*********
+**1.7.0**
+*********
+
+*Release date: Apr 27, 2018*
+
+- **ADDED:** added integration with `djangorestframework-recursive <https://github.com/heywbj/django-rest-framework-recursive>`_
+  (:issue:`109`, :pr:`110`, thanks to :ghuser:`rsichny`)
+
+  *NOTE:* in order for this to work, you will have to add the new ``drf_yasg.inspectors.RecursiveFieldInspector`` to
+  your ``DEFAULT_FIELD_INSPECTORS`` array if you changed it from the default value
+
+- **FIXED:** ``SchemaRef`` now supports cyclical references via the ``ignore_unresolved`` argument
+
+*********
+**1.6.2**
+*********
+
+*Release date: Apr 25, 2018*
+
+- **IMPROVED:** updated ``swagger-ui`` to version 3.13.6
+- **IMPROVED:** switched ``ReDoc`` to version 2.0.0-alpha.17 (was 1.21.2); fixes :issue:`107`
+- **FIXED:** made documentation ordering of parameters stable for urls with multiple parameters (:issue:`105`, :pr:`106`)
+- **FIXED:** fixed crash when using a model ``ChoiceField`` of unknown child type
+
+*********
+**1.6.1**
+*********
+
+*Release date: Apr 01, 2018*
+
+- **ADDED:** added ``SUPPORTED_SUBMIT_METHODS`` ``swagger-ui`` setting
+
+*********
+**1.6.0**
+*********
+
+*Release date: Mar 24, 2018*
+
+- **IMPROVED:** ``OAUTH2_REDIRECT_URL`` will now default to the built in ``oauth2-redirect.html`` file
+
+*********
+**1.5.1**
+*********
+
+*Release date: Mar 18, 2018*
+
+- **IMPROVED:** updated ``swagger-ui`` to version 3.13.0
+- **FIXED:** fixed a crash caused by ``serializers.OneToOneRel`` (:pr:`81`, thanks to :ghuser:`ko-pp`)
+
+*********
+**1.5.0**
+*********
+
+*Release date: Mar 12, 2018*
+
+- **IMPROVED:** ``serializers.HiddenField`` are now hidden (:issue:`78`, :pr:`79`, thanks to :ghuser:`therefromhere`)
+
+  *NOTE:* in order for this to work, you will have to add the new ``drf_yasg.inspectors.HiddenFieldInspector`` to your
+  ``DEFAULT_FIELD_INSPECTORS`` array if you changed it from the default value
+
+- **IMPROVED:** type of model field is now detected for ``serializers.SlugRelatedField`` with ``read_only=True``
+  (:issue:`82`, :pr:`83`, thanks to :ghuser:`therefromhere`)
+
+*********
+**1.4.7**
+*********
+
+*Release date: Mar 05, 2018*
+
+- **FIXED:** prevent crashes caused by attempting to delete object attributes which do not exist in the first place
+  (:issue:`76`)
+
+*********
+**1.4.6**
+*********
+
+*Release date: Mar 05, 2018*
+
+- **IMPROVED:** updated ``swagger-ui`` to version 3.12.0
+- **IMPROVED:** updated ``ReDoc`` to version 1.21.2
+
+*********
+**1.4.5**
+*********
+
+*Release date: Mar 05, 2018*
+
+- **FIXED:** fixed an issue with modification of ``swagger_auto_schema`` arguments in-place during introspection, which
+  would sometimes cause an incomplete Swagger document to be generated after the first pass (:issue:`74`, :pr:`75`)
+
+*********
+**1.4.4**
+*********
+
+*Release date: Feb 26, 2018*
+
+- **IMPROVED:** ``type`` for ``ChoiceField`` generated by a ``ModelSerializer`` from a model field with ``choices=...``
+  will now be set according to the associated model field (:issue:`69`)
+- **FIXED:** ``lookup_field`` and ``lookup_value_regex`` on the same ``ViewSet``  will no longer trigger an exception
+  (:issue:`68`)
+
+*********
+**1.4.3**
+*********
+
+*Release date: Feb 22, 2018*
+
+- **FIXED:** added a missing assignment that would cause the ``default`` argument to ``openapi.Parameter.__init__`` to
+  be ignored
+
+*********
+**1.4.2**
+*********
+
+*Release date: Feb 22, 2018*
+
+- **FIXED:** fixed a bug that causes a ``ModelViewSet`` generated from models with nested ``ForeignKey`` to output
+  models named ``Nested`` into the ``definitions`` section (:issue:`59`, :pr:`65`)
+- **FIXED:** ``Response`` objects without a ``schema`` are now properly handled when passed through
+  ``swagger_auto_schema`` (:issue:`66`)
+
+*********
+**1.4.1**
+*********
+
+*Release date: Feb 21, 2018*
+
+- **FIXED:** the ``coerce_to_string`` is now respected when setting the type, default value and min/max values of
+  ``DecimalField`` in the OpenAPI schema (:issue:`62`)
+- **FIXED:** error responses from web UI views are now rendered with ``TemplateHTMLRenderer`` instead of throwing
+  confusing errors (:issue:`58`)
+- **IMPROVED:** updated ``swagger-ui`` to version 3.10.0
+- **IMPROVED:** updated ``ReDoc`` to version 1.21.0
+
 *********
 **1.4.0**
 *********
 
+*Release date: Feb 04, 2018*
+
 - **ADDED:** added settings for OAuth2 client configuration in ``swagger-ui`` (:issue:`53`)
 - **IMPROVED:** updated ``swagger-ui`` to version 3.9.3
 
@@ -13,6 +203,8 @@ Changelog
 **1.3.1**
 *********
 
+*Release date: Jan 24, 2018*
+
 - **FIXED:** fixed a bug that would sometimes cause endpoints to wrongly be output as form operations (:issue:`50`)
 - **IMPROVED:** added generation of ``produces`` based on renderer classes
 - **IMPROVED:** added generation of top-level ``consumes`` and ``produces`` based on
@@ -22,6 +214,8 @@ Changelog
 **1.3.0**
 *********
 
+*Release date: Jan 23, 2018*
+
 - **ADDED:** security requirements are now correctly set and can be customized; this should fix problems related
   to authentication in ``swagger-ui`` Try it out!  (:issue:`50`, :pr:`54`)
 - **IMPROVED:** updated ``swagger-ui`` to version 3.9.2
@@ -32,6 +226,8 @@ Changelog
 **1.2.2**
 *********
 
+*Release date: Jan 12, 2018*
+
 - **FIXED:** djangorestframework>=3.7.7 is now required because of breaking changes
   (:issue:`44`, :pr:`45`, thanks to :ghuser:`h-hirokawa`)
 
@@ -39,12 +235,16 @@ Changelog
 **1.2.1**
 *********
 
+*Release date: Jan 12, 2018*
+
 - Fixed deployment issues
 
 *********
 **1.2.0**
 *********
 
+*Release date: Jan 12, 2018 (missing from PyPI due to deployment issues)*
+
 - **ADDED:** ``basePath`` is now generated by taking into account the ``SCRIPT_NAME`` variable and the
   longest common prefix of API urls (:issue:`37`, :pr:`42`)
 - **IMPROVED:** removed inline scripts and styles from bundled HTML templates to increase CSP compatibility
@@ -56,6 +256,8 @@ Changelog
 **1.1.3**
 *********
 
+*Release date: Jan 02, 2018*
+
 - **FIXED:** schema view cache will now always ``Vary`` on the ``Cookie`` and ``Authentication`` (the
   ``Vary`` header was previously only added if ``public`` was set to ``True``) - this fixes issues related to Django
   authentication in ``swagger-ui`` and ``CurrentUserDefault`` values in the schema
@@ -64,6 +266,8 @@ Changelog
 **1.1.2**
 *********
 
+*Release date: Jan 01, 2018*
+
 - **IMPROVED:** updated ``swagger-ui`` to version 3.8.1
 - **IMPROVED:** removed some unneeded static files
 
@@ -71,6 +275,8 @@ Changelog
 **1.1.1**
 *********
 
+*Release date: Dec 27, 2017*
+
 - **ADDED:** :ref:`generate_swagger management command <management-command>`
   (:issue:`29`, :pr:`31`, thanks to :ghuser:`beaugunderson`)
 - **FIXED:** fixed improper generation of ``\Z`` regex tokens - will now be repalced by ``$``
@@ -79,6 +285,8 @@ Changelog
 **1.1.0**
 *********
 
+*Release date: Dec 27, 2017*
+
 - **ADDED:** added support for APIs versioned with ``URLPathVersioning`` or ``NamespaceVersioning``
 - **ADDED:** added ability to recursively customize schema generation
   :ref:`using pluggable inspector classes <custom-spec-inspectors>`
@@ -94,6 +302,8 @@ Changelog
 **1.0.6**
 *********
 
+*Release date: Dec 23, 2017*
+
 - **FIXED:** Swagger UI "Try it out!" should now work with Django login
 - **FIXED:** callable ``default`` values on serializer fields will now be properly called (:pr:`24`, :issue:`25`)
 - **IMPROVED:** updated ``swagger-ui`` to version 3.8.0
@@ -105,6 +315,8 @@ Changelog
 **1.0.5**
 *********
 
+*Release date: Dec 18, 2017*
+
 - **FIXED:** fixed a crash caused by having read-only Serializers nested by reference
 - **FIXED:** removed erroneous backslashes in paths when routes are generated using Django 2
   `path() <https://docs.djangoproject.com/en/2.0/ref/urls/#django.urls.path>`_
@@ -116,6 +328,8 @@ Changelog
 **1.0.4**
 *********
 
+*Release date: Dec 16, 2017*
+
 - **FIXED:** fixed improper generation of YAML references
 - **ADDED:** added ``query_serializer`` parameter to
   :func:`@swagger_auto_schema <.swagger_auto_schema>` (:issue:`16`, :pr:`17`)
@@ -124,6 +338,8 @@ Changelog
 **1.0.3**
 *********
 
+*Release date: Dec 15, 2017*
+
 - **FIXED:** fixed bug that caused schema views returned from cache to fail (:issue:`14`)
 - **FIXED:** disabled automatic generation of response schemas for form operations to avoid confusing errors caused by
   attempting to shove file parameters into Schema objects
@@ -132,4 +348,6 @@ Changelog
 **1.0.2**
 *********
 
+*Release date: Dec 13, 2017*
+
 - First published version

docs/conf.py

@@ -162,6 +162,18 @@ autodoc_mock_imports = []
 
 nitpick_ignore = [
     ('py:class', 'object'),
+    ('py:class', 'bool'),
+    ('py:class', 'dict'),
+    ('py:class', 'list'),
+    ('py:class', 'str'),
+    ('py:class', 'int'),
+    ('py:class', 'bytes'),
+    ('py:class', 'tuple'),
+    ('py:class', 'callable'),
+    ('py:class', 'type'),
+    ('py:class', 'OrderedDict'),
+    ('py:class', 'None'),
+
     ('py:class', 'Exception'),
     ('py:class', 'collections.OrderedDict'),
 
@@ -174,29 +186,17 @@ nitpick_ignore = [
     ('py:class', 'OpenAPICodecJson'),
     ('py:class', 'OpenAPISchemaGenerator'),
 
-    ('py:obj', 'bool'),
-    ('py:obj', 'dict'),
-    ('py:obj', 'list'),
-    ('py:obj', 'str'),
-    ('py:obj', 'int'),
-    ('py:obj', 'bytes'),
-    ('py:obj', 'tuple'),
-    ('py:obj', 'callable'),
-    ('py:obj', 'type'),
-    ('py:obj', 'OrderedDict'),
-    ('py:obj', 'None'),
-
-    ('py:obj', 'coreapi.Field'),
-    ('py:obj', 'BaseFilterBackend'),
-    ('py:obj', 'BasePagination'),
-    ('py:obj', 'Request'),
-    ('py:obj', 'rest_framework.request.Request'),
-    ('py:obj', 'rest_framework.serializers.Field'),
-    ('py:obj', 'serializers.Field'),
-    ('py:obj', 'serializers.BaseSerializer'),
-    ('py:obj', 'Serializer'),
-    ('py:obj', 'BaseSerializer'),
-    ('py:obj', 'APIView'),
+    ('py:class', 'coreapi.Field'),
+    ('py:class', 'BaseFilterBackend'),
+    ('py:class', 'BasePagination'),
+    ('py:class', 'Request'),
+    ('py:class', 'rest_framework.request.Request'),
+    ('py:class', 'rest_framework.serializers.Field'),
+    ('py:class', 'serializers.Field'),
+    ('py:class', 'serializers.BaseSerializer'),
+    ('py:class', 'Serializer'),
+    ('py:class', 'BaseSerializer'),
+    ('py:class', 'APIView'),
 ]
 
 # even though the package should be already installed, the sphinx build on RTD
@@ -273,7 +273,7 @@ def role_github_user(name, rawtext, text, lineno, inliner, options=None, content
     options = options or {}
     content = content or []
 
-    if not re.match(r"^[a-z\d](?:[a-z\d]|-(?=[a-z\d])){0,38}$", text):
+    if not re.match(r"^[a-z\d](?:[a-z\d]|-(?=[a-z\d])){0,38}$", text, re.IGNORECASE):
         return sphinx_err(inliner, lineno, rawtext, '"%s" is not a valid GitHub username.' % text)
 
     ref = gh_user_uri.format(text)

docs/custom_spec.rst

@@ -87,8 +87,8 @@ Where you can use the :func:`@swagger_auto_schema <.swagger_auto_schema>` decora
 
 * for ``ViewSet``, ``GenericViewSet``, ``ModelViewSet``, because each viewset corresponds to multiple **paths**, you have
   to decorate the *action methods*, i.e. ``list``, ``create``, ``retrieve``, etc. |br|
-  Additionally, ``@list_route``\ s or ``@detail_route``\ s defined on the viewset, like function based api views, can
-  respond to multiple HTTP methods and thus have multiple operations that must be decorated separately:
+  Additionally, ``@action``\ s, `@list_route``\ s or ``@detail_route``\ s defined on the viewset, like function based
+  api views, can respond to multiple HTTP methods and thus have multiple operations that must be decorated separately:
 
 
    .. code-block:: python
@@ -96,13 +96,13 @@ Where you can use the :func:`@swagger_auto_schema <.swagger_auto_schema>` decora
       class ArticleViewSet(viewsets.ModelViewSet):
          # method or 'methods' can be skipped because the list_route only handles a single method (GET)
          @swagger_auto_schema(operation_description='GET /articles/today/')
-         @list_route(methods=['get'])
+         @action(detail=False, methods=['get'])
          def today(self, request):
             ...
 
          @swagger_auto_schema(method='get', operation_description="GET /articles/{id}/image/")
          @swagger_auto_schema(method='post', operation_description="POST /articles/{id}/image/")
-         @detail_route(methods=['get', 'post'], parser_classes=(MultiPartParser,))
+         @action(detail=True, methods=['get', 'post'], parser_classes=(MultiPartParser,))
          def image(self, request, id=None):
             ...
 
@@ -169,10 +169,20 @@ You can define some per-serializer options by adding a ``Meta`` class to your se
       class Meta:
          ... options here ...
 
-Currently, the only option you can add here is
+.. _swagger_schema_fields:
+
+The available options are:
 
    * ``ref_name`` - a string which will be used as the model definition name for this serializer class; setting it to
-     ``None`` will force the serializer to be generated as an inline model everywhere it is used
+     ``None`` will force the serializer to be generated as an inline model everywhere it is used. If two serializers
+     have the same ``ref_name``, both their usages will be replaced with a reference to the same definition.
+     If this option is not specified, all serializers have an implicit name derived from their class name, minus any
+     ``Serializer`` suffix (e.g. ``UserSerializer`` -> ``User``, ``SerializerWithSuffix`` -> ``SerializerWithSuffix``)
+   * ``swagger_schema_fields`` - a dictionary mapping :class:`.Schema` field names to values. These attributes
+     will be set on the :class:`.Schema` object generated from the ``Serializer``. Field names must be python values,
+     which are converted to Swagger ``Schema`` attribute names according to :func:`.make_swagger_name`.
+     Attribute names and values must conform to the `OpenAPI 2.0 specification <https://github.com/OAI/OpenAPI-Specification/blob/master/versions/2.0.md#schemaObject>`_.
+
 
 *************************
 Subclassing and extending
@@ -301,3 +311,25 @@ A second example, of a :class:`~.inspectors.FieldInspector` that removes the ``t
    This means that you should generally avoid view or method-specific ``FieldInspector``\ s if you are dealing with
    references (a.k.a named models), because you can never know which view will be the first to generate the schema
    for a given serializer.
+
+   **IMPORTANT:** nested fields on ``ModelSerializer``\ s that are generated from model ``ForeignKeys`` will always be
+   output by value. If you want the by-reference behaviour you have to explictly set the serializer class of nested
+   fields instead of letting ``ModelSerializer`` generate one automatically; for example:
+
+   .. code-block:: python
+
+      class OneSerializer(serializers.ModelSerializer):
+         class Meta:
+            model = SomeModel
+            fields = ('id',)
+
+
+      class AnotherSerializer(serializers.ModelSerializer):
+         chilf = OneSerializer()
+
+         class Meta:
+            model = SomeParentModel
+            fields = ('id', 'child')
+
+   Another caveat that stems from this is that any serializer named "``NestedSerializer``" will be forced inline
+   unless it has a ``ref_name`` set explicitly.

docs/security.rst

@@ -39,7 +39,7 @@ Security requirements
 The second step is specifying, for each endpoint, which authentication mechanism can be used for interacting with it.
 See https://github.com/OAI/OpenAPI-Specification/blob/master/versions/2.0.md#security-requirement-object for details.
 
-By default, a top-level `security` that accepts all the declared security definitions is generated.
+By default, a top-level `security` that accepts any one of the declared security definitions is generated.
 For the example above, that would be :code:`[{'Basic': []}, {'Bearer': []}]`. This can be overriden using the
 :ref:`SECURITY_REQUIREMENTS <security-definitions-settings>` setting.
 
@@ -63,3 +63,37 @@ settings described below were added as a result of discussion in issue :issue:`5
 The settings of interest can be found on the :ref:`settings page <oauth2-settings>`. Configuration options are similar
 to most OAuth client setups like web or mobile applications. Reading the relevant ``swagger-ui`` docmentation linked
 will also probably help.
+
+
+Example
+^^^^^^^
+
+A very simple working configuration was provided by :ghuser:`Vigrond`, originally at
+`https://github.com/Vigrond/django_oauth2_example <https://github.com/Vigrond/django_oauth2_example>`_.
+
+
+.. code-block:: python
+
+   SWAGGER_SETTINGS = {
+      'USE_SESSION_AUTH': False,
+      'SECURITY_DEFINITIONS': {
+         'Your App API - Swagger': {
+            'type': 'oauth2',
+            'authorizationUrl': '/yourapp/o/authorize',
+            'tokenUrl': '/yourapp/o/token/',
+            'flow": "accessCode',
+            'scopes': {
+             'read:groups': 'read groups',
+            }
+         }
+      },
+      'OAUTH2_CONFIG': {
+         'clientId': 'yourAppClientId',
+         'clientSecret': 'yourAppClientSecret',
+         'appName': 'your application name'
+      },
+   }
+
+If the OAuth2 provider requires you to provide the full absolute redirect URL, the default value for most
+``staticfiles`` configurations will be ``<origin>/static/drf-yasg/swagger-ui-dist/oauth2-redirect.html``. If this is
+not suitable for some reason, you can override the ``OAUTH2_REDIRECT_URL`` setting as appropriate.

docs/settings.rst

@@ -66,6 +66,8 @@ to this list.
 :class:`'drf_yasg.inspectors.ChoiceFieldInspector' <.inspectors.ChoiceFieldInspector>`, |br| \
 :class:`'drf_yasg.inspectors.FileFieldInspector' <.inspectors.FileFieldInspector>`, |br| \
 :class:`'drf_yasg.inspectors.DictFieldInspector' <.inspectors.DictFieldInspector>`, |br| \
+:class:`'drf_yasg.inspectors.HiddenFieldInspector' <.inspectors.HiddenFieldInspector>`, |br| \
+:class:`'drf_yasg.inspectors.RecursiveFieldInspector' <.inspectors.RecursiveFieldInspector>`, |br| \
 :class:`'drf_yasg.inspectors.SimpleFieldInspector' <.inspectors.SimpleFieldInspector>`, |br| \
 :class:`'drf_yasg.inspectors.StringDefaultFieldInspector' <.inspectors.StringDefaultFieldInspector>`, |br| \
 ``]``
@@ -189,8 +191,8 @@ OPERATIONS_SORTER
 Sorting order for the operation list of each tag.
 
 * :python:`None`: show in the order returned by the server
-* :python:`alpha`: sort alphabetically by path
-* :python:`method`: sort by HTTP method
+* :python:`'alpha'`: sort alphabetically by path
+* :python:`'method'`: sort by HTTP method
 
 **Default**: :python:`None` |br|
 *Maps to parameter*: ``operationsSorter``
@@ -201,7 +203,7 @@ TAGS_SORTER
 Sorting order for tagged operation groups.
 
 * :python:`None`: Swagger UI default ordering
-* :python:`alpha`: sort alphabetically
+* :python:`'alpha'`: sort alphabetically
 
 **Default**: :python:`None` |br|
 *Maps to parameter*: ``tagsSorter``
@@ -211,9 +213,9 @@ DOC_EXPANSION
 
 Controls the default expansion setting for the operations and tags.
 
-* :python:`None`: everything is collapsed
-* :python:`list`: only tags are expanded
-* :python:`full`: all operations are expanded
+* :python:`'none'`: everything is collapsed
+* :python:`'list'`: only tags are expanded
+* :python:`'full'`: all operations are expanded
 
 **Default**: :python:`'list'` |br|
 *Maps to parameter*: ``docExpansion``
@@ -239,8 +241,8 @@ DEFAULT_MODEL_RENDERING
 
 Controls whether operations show the model structure or the example value by default.
 
-* :python:`model`: show the model fields by default
-* :python:`example`: show the example value by default
+* :python:`'model'`: show the model fields by default
+* :python:`'example'`: show the example value by default
 
 **Default**: :python:`'model'` |br|
 *Maps to parameter*: ``defaultModelRendering``
@@ -253,12 +255,24 @@ Controls how many levels are expaned by default when showing nested models.
 **Default**: :python:`3` |br|
 *Maps to parameter*: ``defaultModelExpandDepth``
 
+DEFAULT_MODEL_DEPTH
+-------------------
+
+Controls the display of extensions (``pattern``, ``maxLength``, ``minLength``, ``maximum``, ```minimum``) fields and
+values for Parameters.
+
+**Default**: :python:`True` |br|
+*Maps to parameter*: ``showCommonExtensions``
+
 .. _oauth2-settings:
 
 OAUTH2_REDIRECT_URL
 -------------------
 
-Used when OAuth2 authenitcation of API requests via swagger-ui is desired.
+Used when OAuth2 authenitcation of API requests via swagger-ui is desired. If ``None`` is passed, the
+``oauth2RedirectUrl`` parameter will be set to ``{% static 'drf-yasg/swagger-ui-dist/oauth2-redirect.html' %}``. This
+is the default `https://github.com/swagger-api/swagger-ui/blob/master/dist/oauth2-redirect.html <oauth2-redirect>`_
+file provided by ``swagger-ui``.
 
 **Default**: :python:`None` |br|
 *Maps to parameter*: ``oauth2RedirectUrl``
@@ -272,6 +286,15 @@ to the ``SwaggerUIBundle#initOAuth`` method, and must be a dictionary. See
 
 **Default**: :python:`{}`
 
+SUPPORTED_SUBMIT_METHODS
+------------------------
+
+List of HTTP methods that have the Try it out feature enabled. An empty array disables Try it out for all operations.
+This does not filter the operations from the display.
+
+**Default**: :python:`['get','put','post','delete','options','head','patch','trace']` |br|
+*Maps to parameter*: ``supportedSubmitMethods``
+
 ******************
 ``REDOC_SETTINGS``
 ******************

package.json

@@ -1,8 +1,8 @@
 {
   "name": "drf-yasg",
   "dependencies": {
-    "redoc": "^1.20.0",
-    "swagger-ui-dist": "^3.9.3"
+    "redoc": "^2.0.0-alpha.20",
+    "swagger-ui-dist": "^3.14.2"
   },
   "repository": {
     "type": "git",

requirements/base.txt

@@ -4,9 +4,8 @@ openapi_codec>=1.3.2
 ruamel.yaml>=0.15.34
 inflection>=0.3.1
 future>=0.16.0
-six>=1.11.0
+six>=1.10.0
 uritemplate>=3.0.0
 
 djangorestframework>=3.7.7
-Django>=1.11.7,<2.0; python_version <= "2.7"
-Django>=1.11.7; python_version >= "3.4"
+Django>=1.11.7

requirements/docs.txt

@@ -1,5 +1,5 @@
 # used by the 'docs' tox env for building the documentation
-Sphinx>=1.6.5
+Sphinx>=1.7.0
 sphinx_rtd_theme>=0.2.4
 Pillow>=4.3.0
 readme_renderer>=17.2

requirements/test.txt

@@ -3,8 +3,7 @@ pytest>=2.9
 pytest-pythonpath>=0.7.1
 pytest-cov>=2.5.1
 pytest-xdist>=1.22.0
-# latest pip version of pytest-django is more than a year old and does not support Django 2.0
-git+https://github.com/pytest-dev/pytest-django.git@94cccb956435dd7a719606744ee7608397e1eafb
+pytest-django>=3.2.0
 datadiff==2.0.0
 
 -r testproj.txt

requirements/testproj.txt

@@ -5,5 +5,6 @@ django-cors-headers>=2.1.0
 django-filter>=1.1.0,<2.0; python_version == "2.7"
 django-filter>=1.1.0; python_version >= "3.4"
 djangorestframework-camel-case>=0.2.0
+djangorestframework-recursive>=0.1.2
 dj-database-url>=0.4.2
 user_agents>=1.1.0

requirements/tox.txt

@@ -1,5 +1,5 @@
 # requirements for building and running tox
-tox>=2.9.1
+tox>=2.9.1,<3.0.0
 detox>=0.11
 
 -r setup.txt

src/drf_yasg/app_settings.py

@@ -6,11 +6,13 @@ SWAGGER_DEFAULTS = {
 
     'DEFAULT_FIELD_INSPECTORS': [
         'drf_yasg.inspectors.CamelCaseJSONFilter',
+        'drf_yasg.inspectors.RecursiveFieldInspector',
         'drf_yasg.inspectors.ReferencingSerializerInspector',
-        'drf_yasg.inspectors.RelatedFieldInspector',
         'drf_yasg.inspectors.ChoiceFieldInspector',
         'drf_yasg.inspectors.FileFieldInspector',
         'drf_yasg.inspectors.DictFieldInspector',
+        'drf_yasg.inspectors.HiddenFieldInspector',
+        'drf_yasg.inspectors.RelatedFieldInspector',
         'drf_yasg.inspectors.SimpleFieldInspector',
         'drf_yasg.inspectors.StringDefaultFieldInspector',
     ],
@@ -43,8 +45,19 @@ SWAGGER_DEFAULTS = {
     'SHOW_EXTENSIONS': True,
     'DEFAULT_MODEL_RENDERING': 'model',
     'DEFAULT_MODEL_DEPTH': 3,
+    'SHOW_COMMON_EXTENSIONS': True,
     'OAUTH2_REDIRECT_URL': None,
     'OAUTH2_CONFIG': {},
+    'SUPPORTED_SUBMIT_METHODS': [
+        'get',
+        'put',
+        'post',
+        'delete',
+        'options',
+        'head',
+        'patch',
+        'trace'
+    ],
 }
 
 REDOC_DEFAULTS = {

src/drf_yasg/generators.py

@@ -1,3 +1,4 @@
+import copy
 import logging
 import re
 from collections import OrderedDict, defaultdict
@@ -85,14 +86,17 @@ class EndpointEnumerator(_EndpointEnumerator):
         for pattern in patterns:
             path_regex = prefix + get_original_route(pattern)
             if isinstance(pattern, URLPattern):
-                path = self.get_path_from_regex(path_regex)
-                callback = pattern.callback
-                url_name = pattern.name
-                if self.should_include_endpoint(path, callback, app_name or '', namespace or '', url_name):
-                    path = self.replace_version(path, callback)
-                    for method in self.get_allowed_methods(callback):
-                        endpoint = (path, method, callback)
-                        api_endpoints.append(endpoint)
+                try:
+                    path = self.get_path_from_regex(path_regex)
+                    callback = pattern.callback
+                    url_name = pattern.name
+                    if self.should_include_endpoint(path, callback, app_name or '', namespace or '', url_name):
+                        path = self.replace_version(path, callback)
+                        for method in self.get_allowed_methods(callback):
+                            endpoint = (path, method, callback)
+                            api_endpoints.append(endpoint)
+                except Exception:  # pragma: no cover
+                    logger.warning('failed to enumerate view', exc_info=True)
 
             elif isinstance(pattern, URLResolver):
                 nested_endpoints = self.get_api_endpoints(
@@ -203,9 +207,15 @@ class OpenAPISchemaGenerator(object):
         paths, prefix = self.get_paths(endpoints, components, request, public)
 
         security_definitions = swagger_settings.SECURITY_DEFINITIONS
+        if security_definitions is not None:
+            security_definitions = OrderedDict(sorted([(key, OrderedDict(sorted(sd.items())))
+                                                       for key, sd in swagger_settings.SECURITY_DEFINITIONS.items()]))
         security_requirements = swagger_settings.SECURITY_REQUIREMENTS
         if security_requirements is None:
-            security_requirements = [{security_scheme: [] for security_scheme in swagger_settings.SECURITY_DEFINITIONS}]
+            security_requirements = [{security_scheme: []} for security_scheme in swagger_settings.SECURITY_DEFINITIONS]
+
+        security_requirements = sorted(security_requirements, key=lambda od: list(sorted(od)))
+        security_requirements = [OrderedDict(sorted(sr.items())) for sr in security_requirements]
 
         url = self.url
         if url is None and request is not None:
@@ -314,7 +324,9 @@ class OpenAPISchemaGenerator(object):
                 if not public and not self._gen.has_view_permissions(path, method, view):
                     continue
 
-                operations[method.lower()] = self.get_operation(view, path, prefix, method, components, request)
+                operation = self.get_operation(view, path, prefix, method, components, request)
+                if operation is not None:
+                    operations[method.lower()] = operation
 
             if operations:
                 # since the common prefix is used as the API basePath, it must be stripped
@@ -355,9 +367,12 @@ class OpenAPISchemaGenerator(object):
 
         view_inspector = view_inspector_cls(view, path, method, components, request, overrides)
         operation = view_inspector.get_operation(operation_keys)
-        if set(operation.consumes) == set(self.consumes):
+        if operation is None:
+            return None
+
+        if 'consumes' in operation and set(operation.consumes) == set(self.consumes):
             del operation.consumes
-        if set(operation.produces) == set(self.produces):
+        if 'produces' in operation and set(operation.produces) == set(self.produces):
             del operation.produces
         return operation
 
@@ -388,7 +403,7 @@ class OpenAPISchemaGenerator(object):
         if method in overrides:
             overrides = overrides[method]
 
-        return overrides
+        return copy.deepcopy(overrides)
 
     def get_path_parameters(self, path, view_cls):
         """Return a list of Parameter instances corresponding to any templated path variables.
@@ -400,17 +415,16 @@ class OpenAPISchemaGenerator(object):
         """
         parameters = []
         queryset = getattr(view_cls, 'queryset', None)
-        model = getattr(getattr(view_cls, 'queryset', None), 'model', None)
 
-        for variable in uritemplate.variables(path):
+        for variable in sorted(uritemplate.variables(path)):
             model, model_field = get_queryset_field(queryset, variable)
             attrs = get_basic_type_info(model_field) or {'type': openapi.TYPE_STRING}
-            if hasattr(view_cls, 'lookup_value_regex') and getattr(view_cls, 'lookup_field', None) == variable:
-                attrs['pattern'] = view_cls.lookup_value_regex
+            if getattr(view_cls, 'lookup_field', None) == variable and attrs['type'] == openapi.TYPE_STRING:
+                attrs['pattern'] = getattr(view_cls, 'lookup_value_regex', attrs.get('pattern', None))
 
-            if model_field and model_field.help_text:
+            if model_field and getattr(model_field, 'help_text', False):
                 description = force_text(model_field.help_text)
-            elif model_field and model_field.primary_key:
+            elif model_field and getattr(model_field, 'primary_key', False):
                 description = get_pk_description(model, model_field)
             else:
                 description = None

src/drf_yasg/inspectors/__init__.py

@@ -3,8 +3,9 @@ from .base import (
     BaseInspector, FieldInspector, FilterInspector, NotHandled, PaginatorInspector, SerializerInspector, ViewInspector
 )
 from .field import (
-    CamelCaseJSONFilter, ChoiceFieldInspector, DictFieldInspector, FileFieldInspector, InlineSerializerInspector,
-    ReferencingSerializerInspector, RelatedFieldInspector, SimpleFieldInspector, StringDefaultFieldInspector
+    CamelCaseJSONFilter, ChoiceFieldInspector, DictFieldInspector, FileFieldInspector, HiddenFieldInspector,
+    InlineSerializerInspector, RecursiveFieldInspector, ReferencingSerializerInspector, RelatedFieldInspector,
+    SimpleFieldInspector, StringDefaultFieldInspector
 )
 from .query import CoreAPICompatInspector, DjangoRestResponsePagination
 from .view import SwaggerAutoSchema
@@ -22,9 +23,9 @@ __all__ = [
     'CoreAPICompatInspector', 'DjangoRestResponsePagination',
 
     # field inspectors
-    'InlineSerializerInspector', 'ReferencingSerializerInspector', 'RelatedFieldInspector', 'SimpleFieldInspector',
-    'FileFieldInspector', 'ChoiceFieldInspector', 'DictFieldInspector', 'StringDefaultFieldInspector',
-    'CamelCaseJSONFilter',
+    'InlineSerializerInspector', 'RecursiveFieldInspector', 'ReferencingSerializerInspector', 'RelatedFieldInspector',
+    'SimpleFieldInspector', 'FileFieldInspector', 'ChoiceFieldInspector', 'DictFieldInspector',
+    'StringDefaultFieldInspector', 'CamelCaseJSONFilter', 'HiddenFieldInspector',
 
     # view inspectors
     'SwaggerAutoSchema',

src/drf_yasg/inspectors/base.py

@@ -6,7 +6,7 @@ from rest_framework import serializers
 from rest_framework.utils import encoders, json
 
 from .. import openapi
-from ..utils import is_list_view
+from ..utils import decimal_as_float, is_list_view
 
 #: Sentinel value that inspectors must return to signal that they do not know how to handle an object
 NotHandled = object()
@@ -224,6 +224,8 @@ class FieldInspector(BaseInspector):
                             # JSON roundtrip ensures that the value is valid JSON;
                             # for example, sets and tuples get transformed into lists
                             default = json.loads(json.dumps(default, cls=encoders.JSONEncoder))
+                            if decimal_as_float(field):
+                                default = float(default)
                         except Exception:  # pragma: no cover
                             logger.warning("'default' on schema for %s will not be set because "
                                            "to_representation raised an exception", field, exc_info=True)
@@ -232,7 +234,8 @@ class FieldInspector(BaseInspector):
                     if default is not None:
                         instance_kwargs['default'] = default
 
-            instance_kwargs.setdefault('title', title)
+            if instance_kwargs.get('type', None) != openapi.TYPE_ARRAY:
+                instance_kwargs.setdefault('title', title)
             instance_kwargs.setdefault('description', description)
             instance_kwargs.update(kwargs)
 
@@ -273,7 +276,10 @@ class SerializerInspector(FieldInspector):
 
 
 class ViewInspector(BaseInspector):
-    body_methods = ('PUT', 'PATCH', 'POST')  #: methods that are allowed to have a request body
+    body_methods = ('PUT', 'PATCH', 'POST', 'DELETE')  #: methods that are allowed to have a request body
+
+    #: methods that are assumed to require a request body determined by the view's ``serializer_class``
+    implicit_body_methods = ('PUT', 'PATCH', 'POST')
 
     # real values set in __init__ to prevent import errors
     field_inspectors = []  #:

src/drf_yasg/inspectors/field.py

@@ -1,5 +1,7 @@
+import logging
 import operator
 from collections import OrderedDict
+from decimal import Decimal
 
 from django.core import validators
 from django.db import models
@@ -8,9 +10,11 @@ from rest_framework.settings import api_settings as rest_framework_settings
 
 from .. import openapi
 from ..errors import SwaggerGenerationError
-from ..utils import filter_none
+from ..utils import decimal_as_float, filter_none, get_serializer_ref_name
 from .base import FieldInspector, NotHandled, SerializerInspector
 
+logger = logging.getLogger(__name__)
+
 
 class InlineSerializerInspector(SerializerInspector):
     """Provides serializer conversions using :meth:`.FieldInspector.field_to_swagger_object`."""
@@ -18,12 +22,39 @@ class InlineSerializerInspector(SerializerInspector):
     #: whether to output :class:`.Schema` definitions inline or into the ``definitions`` section
     use_definitions = False
 
+    def add_manual_fields(self, serializer, schema):
+        """Set fields from the ``swagger_schem_fields`` attribute on the serializer's Meta class. This method is called
+        only for serializers that are converted into ``openapi.Schema`` objects.
+
+        :param serializer: serializer instance
+        :param openapi.Schema schema: the schema object to be modified in-place
+        """
+        serializer_meta = getattr(serializer, 'Meta', None)
+        swagger_schema_fields = getattr(serializer_meta, 'swagger_schema_fields', {})
+        if swagger_schema_fields:
+            for attr, val in swagger_schema_fields.items():
+                setattr(schema, attr, val)
+
     def get_schema(self, serializer):
-        return self.probe_field_inspectors(serializer, openapi.Schema, self.use_definitions)
+        result = self.probe_field_inspectors(serializer, openapi.Schema, self.use_definitions)
+        schema = openapi.resolve_ref(result, self.components)
+        self.add_manual_fields(serializer, schema)
+        return result
+
+    def add_manual_parameters(self, serializer, parameters):
+        """Add/replace parameters from the given list of automatically generated request parameters. This method
+        is called only when the serializer is converted into a list of parameters for use in a form data request.
+
+        :param serializer: serializer instance
+        :param list[openapi.Parameter] parameters: genereated parameters
+        :return: modified parameters
+        :rtype: list[openapi.Parameter]
+        """
+        return parameters
 
     def get_request_parameters(self, serializer, in_):
         fields = getattr(serializer, 'fields', {})
-        return [
+        parameters = [
             self.probe_field_inspectors(
                 value, openapi.Parameter, self.use_definitions,
                 name=self.get_parameter_name(key), in_=in_
@@ -32,12 +63,17 @@ class InlineSerializerInspector(SerializerInspector):
             in fields.items()
         ]
 
+        return self.add_manual_parameters(serializer, parameters)
+
     def get_property_name(self, field_name):
         return field_name
 
     def get_parameter_name(self, field_name):
         return field_name
 
+    def get_serializer_ref_name(self, serializer):
+        return get_serializer_ref_name(serializer)
+
     def field_to_swagger_object(self, field, swagger_object_type, use_references, **kwargs):
         SwaggerType, ChildSwaggerType = self._get_partial_types(field, swagger_object_type, use_references, **kwargs)
 
@@ -51,36 +87,37 @@ class InlineSerializerInspector(SerializerInspector):
             if swagger_object_type != openapi.Schema:
                 raise SwaggerGenerationError("cannot instantiate nested serializer as " + swagger_object_type.__name__)
 
-            serializer = field
-            serializer_meta = getattr(serializer, 'Meta', None)
-            if hasattr(serializer_meta, 'ref_name'):
-                ref_name = serializer_meta.ref_name
-            else:
-                ref_name = type(serializer).__name__
-                if ref_name.endswith('Serializer'):
-                    ref_name = ref_name[:-len('Serializer')]
+            ref_name = self.get_serializer_ref_name(field)
 
             def make_schema_definition():
                 properties = OrderedDict()
                 required = []
-                for property_name, child in serializer.fields.items():
+                for property_name, child in field.fields.items():
                     property_name = self.get_property_name(property_name)
                     prop_kwargs = {
                         'read_only': child.read_only or None
                     }
                     prop_kwargs = filter_none(prop_kwargs)
 
-                    properties[property_name] = self.probe_field_inspectors(
+                    child_schema = self.probe_field_inspectors(
                         child, ChildSwaggerType, use_references, **prop_kwargs
                     )
-                    if child.required:
+                    properties[property_name] = child_schema
+
+                    if child.required and not getattr(child_schema, 'read_only', False):
                         required.append(property_name)
 
-                return SwaggerType(
+                result = SwaggerType(
                     type=openapi.TYPE_OBJECT,
                     properties=properties,
                     required=required or None,
                 )
+                if not ref_name and 'title' in result:
+                    # on an inline model, the title is derived from the field name
+                    # but is visually displayed like the model name, which is confusing
+                    # it is better to just remove title from inline models
+                    del result.title
+                return result
 
             if not ref_name or not use_references:
                 return make_schema_definition()
@@ -147,7 +184,11 @@ def get_related_model(model, source):
     :return: related model or ``None``
     """
     try:
-        return getattr(model, source).rel.related_model
+        descriptor = getattr(model, source)
+        try:
+            return descriptor.rel.related_model
+        except Exception:
+            return descriptor.field.remote_field.model
     except Exception:  # pragma: no cover
         return None
 
@@ -258,18 +299,33 @@ def find_limits(field):
         if isinstance(field, field_class)
     ]
 
+    if isinstance(field, serializers.DecimalField) and not decimal_as_float(field):
+        return limits
+
     for validator in field.validators:
         if not hasattr(validator, 'limit_value'):
             continue
 
+        limit_value = validator.limit_value
+        if isinstance(limit_value, Decimal) and decimal_as_float(field):
+            limit_value = float(limit_value)
+
         for validator_class, attr, improves in applicable_limits:
             if isinstance(validator, validator_class):
-                if attr not in limits or improves(validator.limit_value, limits[attr]):
-                    limits[attr] = validator.limit_value
+                if attr not in limits or improves(limit_value, limits[attr]):
+                    limits[attr] = limit_value
+
+    if hasattr(field, "allow_blank") and not field.allow_blank:
+        if limits.get('min_length', 0) < 1:
+            limits['min_length'] = 1
 
     return OrderedDict(sorted(limits.items()))
 
 
+def decimal_field_type(field):
+    return openapi.TYPE_NUMBER if decimal_as_float(field) else openapi.TYPE_STRING
+
+
 model_field_to_basic_type = [
     (models.AutoField, (openapi.TYPE_INTEGER, None)),
     (models.BinaryField, (openapi.TYPE_STRING, openapi.FORMAT_BINARY)),
@@ -277,7 +333,7 @@ model_field_to_basic_type = [
     (models.NullBooleanField, (openapi.TYPE_BOOLEAN, None)),
     (models.DateTimeField, (openapi.TYPE_STRING, openapi.FORMAT_DATETIME)),
     (models.DateField, (openapi.TYPE_STRING, openapi.FORMAT_DATE)),
-    (models.DecimalField, (openapi.TYPE_NUMBER, None)),
+    (models.DecimalField, (decimal_field_type, openapi.FORMAT_DECIMAL)),
     (models.DurationField, (openapi.TYPE_INTEGER, None)),
     (models.FloatField, (openapi.TYPE_NUMBER, None)),
     (models.IntegerField, (openapi.TYPE_INTEGER, None)),
@@ -300,9 +356,11 @@ serializer_field_to_basic_type = [
     (serializers.UUIDField, (openapi.TYPE_STRING, openapi.FORMAT_UUID)),
     (serializers.RegexField, (openapi.TYPE_STRING, None)),
     (serializers.CharField, (openapi.TYPE_STRING, None)),
-    ((serializers.BooleanField, serializers.NullBooleanField), (openapi.TYPE_BOOLEAN, None)),
+    (serializers.BooleanField, (openapi.TYPE_BOOLEAN, None)),
+    (serializers.NullBooleanField, (openapi.TYPE_BOOLEAN, None)),
     (serializers.IntegerField, (openapi.TYPE_INTEGER, None)),
-    ((serializers.FloatField, serializers.DecimalField), (openapi.TYPE_NUMBER, None)),
+    (serializers.FloatField, (openapi.TYPE_NUMBER, None)),
+    (serializers.DecimalField, (decimal_field_type, openapi.FORMAT_DECIMAL)),
     (serializers.DurationField, (openapi.TYPE_NUMBER, None)),  # ?
     (serializers.DateField, (openapi.TYPE_STRING, openapi.FORMAT_DATE)),
     (serializers.DateTimeField, (openapi.TYPE_STRING, openapi.FORMAT_DATETIME)),
@@ -326,13 +384,18 @@ def get_basic_type_info(field):
     for field_class, type_format in basic_type_info:
         if isinstance(field, field_class):
             swagger_type, format = type_format
+            if callable(swagger_type):
+                swagger_type = swagger_type(field)
             if callable(format):
                 format = format(field)
             break
     else:  # pragma: no cover
         return None
 
-    pattern = find_regex(field) if format in (None, openapi.FORMAT_SLUG) else None
+    pattern = None
+    if swagger_type == openapi.TYPE_STRING and format in (None, openapi.FORMAT_SLUG):
+        pattern = find_regex(field)
+
     limits = find_limits(field)
 
     result = OrderedDict([
@@ -365,16 +428,29 @@ class ChoiceFieldInspector(FieldInspector):
     def field_to_swagger_object(self, field, swagger_object_type, use_references, **kwargs):
         SwaggerType, ChildSwaggerType = self._get_partial_types(field, swagger_object_type, use_references, **kwargs)
 
-        if isinstance(field, serializers.MultipleChoiceField):
-            return SwaggerType(
-                type=openapi.TYPE_ARRAY,
-                items=ChildSwaggerType(
-                    type=openapi.TYPE_STRING,
-                    enum=list(field.choices.keys())
+        if isinstance(field, serializers.ChoiceField):
+            enum_type = openapi.TYPE_STRING
+
+            # for ModelSerializer, try to infer the type from the associated model field
+            serializer = get_parent_serializer(field)
+            if isinstance(serializer, serializers.ModelSerializer):
+                model = getattr(getattr(serializer, 'Meta'), 'model')
+                model_field = get_model_field(model, field.source)
+                if model_field:
+                    model_type = get_basic_type_info(model_field)
+                    if model_type:
+                        enum_type = model_type.get('type', enum_type)
+
+            if isinstance(field, serializers.MultipleChoiceField):
+                return SwaggerType(
+                    type=openapi.TYPE_ARRAY,
+                    items=ChildSwaggerType(
+                        type=enum_type,
+                        enum=list(field.choices.keys())
+                    )
                 )
-            )
-        elif isinstance(field, serializers.ChoiceField):
-            return SwaggerType(type=openapi.TYPE_STRING, enum=list(field.choices.keys()))
+
+            return SwaggerType(type=enum_type, enum=list(field.choices.keys()))
 
         return NotHandled
 
@@ -422,11 +498,21 @@ class DictFieldInspector(FieldInspector):
         return NotHandled
 
 
+class HiddenFieldInspector(FieldInspector):
+    """Hide ``HiddenField``."""
+
+    def field_to_swagger_object(self, field, swagger_object_type, use_references, **kwargs):
+        if isinstance(field, serializers.HiddenField):
+            return None
+
+        return NotHandled
+
+
 class StringDefaultFieldInspector(FieldInspector):
     """For otherwise unhandled fields, return them as plain :data:`.TYPE_STRING` objects."""
 
     def field_to_swagger_object(self, field, swagger_object_type, use_references, **kwargs):  # pragma: no cover
-        # TODO unhandled fields: TimeField HiddenField JSONField
+        # TODO unhandled fields: TimeField JSONField
         SwaggerType, ChildSwaggerType = self._get_partial_types(field, swagger_object_type, use_references, **kwargs)
         return SwaggerType(type=openapi.TYPE_STRING)
 
@@ -472,3 +558,24 @@ else:
                 return camelize_schema(result, self.components)
 
             return result
+
+try:
+    from rest_framework_recursive.fields import RecursiveField
+except ImportError:  # pragma: no cover
+    class RecursiveFieldInspector(FieldInspector):
+        """Provides conversion for RecursiveField (https://github.com/heywbj/django-rest-framework-recursive)"""
+        pass
+else:
+    class RecursiveFieldInspector(FieldInspector):
+        """Provides conversion for RecursiveField (https://github.com/heywbj/django-rest-framework-recursive)"""
+        def field_to_swagger_object(self, field, swagger_object_type, use_references, **kwargs):
+            if isinstance(field, RecursiveField) and swagger_object_type == openapi.Schema:
+                assert use_references is True, "Can not create schema for RecursiveField when use_references is False"
+
+                ref_name = get_serializer_ref_name(field.proxied)
+                assert ref_name is not None, "Can not create RecursiveField schema for inline ModelSerializer"
+
+                return openapi.SchemaRef(self.components.with_scope(openapi.SCHEMA_DEFINITIONS), ref_name,
+                                         ignore_unresolved=True)
+
+            return NotHandled

src/drf_yasg/inspectors/view.py

@@ -101,7 +101,7 @@ class SwaggerAutoSchema(ViewInspector):
             if isinstance(body_override, openapi.Schema.OR_REF):
                 return body_override
             return force_serializer_instance(body_override)
-        elif self.method in self.body_methods:
+        elif self.method in self.implicit_body_methods:
             return self.get_view_serializer()
 
         return None
@@ -144,8 +144,11 @@ class SwaggerAutoSchema(ViewInspector):
             raise SwaggerGenerationError("specify the body parameter as a Schema or Serializer in request_body")
         if any(param.in_ == openapi.IN_FORM for param in manual_parameters):  # pragma: no cover
             if any(param.in_ == openapi.IN_BODY for param in parameters.values()):
-                raise SwaggerGenerationError("cannot add form parameters when the request has a request schema; "
+                raise SwaggerGenerationError("cannot add form parameters when the request has a request body; "
                                              "did you forget to set an appropriate parser class on the view?")
+            if self.method not in self.body_methods:
+                raise SwaggerGenerationError("form parameters can only be applied to (" + ','.join(self.body_methods) +
+                                             ") HTTP methods")
 
         parameters.update(param_list_to_odict(manual_parameters))
         return list(parameters.values())
@@ -221,7 +224,7 @@ class SwaggerAutoSchema(ViewInspector):
                 )
             elif isinstance(serializer, openapi.Response):
                 response = serializer
-                if not isinstance(response.schema, openapi.Schema.OR_REF):
+                if hasattr(response, 'schema') and not isinstance(response.schema, openapi.Schema.OR_REF):
                     serializer = force_serializer_instance(response.schema)
                     response.schema = self.serializer_to_schema(serializer)
             elif isinstance(serializer, openapi.Schema.OR_REF):

src/drf_yasg/openapi.py

@@ -35,6 +35,7 @@ FORMAT_URI = "uri"  #:
 # pulled out of my ass
 FORMAT_UUID = "uuid"  #:
 FORMAT_SLUG = "slug"  #:
+FORMAT_DECIMAL = "decimal"
 
 IN_BODY = 'body'  #:
 IN_PATH = 'path'  #:
@@ -115,7 +116,7 @@ class SwaggerDict(OrderedDict):
         which would result in the extra attributes being added first. For this reason, we defer the insertion of the
         attributes and require that subclasses call ._insert_extras__ at the end of their __init__ method.
         """
-        for attr, val in self._extras__.items():
+        for attr, val in sorted(self._extras__.items()):
             setattr(self, attr, val)
 
     @staticmethod
@@ -220,7 +221,7 @@ class Swagger(SwaggerDict):
         :param str _prefix: api path prefix to use in setting basePath; this will be appended to the wsgi
             SCRIPT_NAME prefix or Django's FORCE_SCRIPT_NAME if applicable
         :param str _version: version string to override Info
-        :param list[dict] security_definitions: list of supported authentication mechanisms
+        :param dict[str,dict[str,str]] security_definitions: list of supported authentication mechanisms
         :param list[dict] security: authentication mechanisms accepted by default; can be overriden in Operation
         :param list[str] consumes: consumed MIME types; can be overriden in Operation
         :param list[str] produces: produced MIME types; can be overriden in Operation
@@ -395,6 +396,7 @@ class Parameter(SwaggerDict):
         self.enum = enum
         self.pattern = pattern
         self.items = items
+        self.default = default
         self._insert_extras__()
         if self['in'] == IN_PATH:
             # path parameters must always be required
@@ -423,7 +425,7 @@ class Schema(SwaggerDict):
         :param str format: value format, see OpenAPI spec
         :param list enum: restrict possible values
         :param str pattern: pattern if type is ``string``
-        :param list[.Schema,.SchemaRef] properties: object properties; required if `type` is ``object``
+        :param dict[str,(.Schema,.SchemaRef)] properties: object properties; required if `type` is ``object``
         :param bool,.Schema,.SchemaRef additional_properties: allow wildcard properties not listed in `properties`
         :param list[str] required: list of requried property names
         :param .Schema,.SchemaRef items: type of array items, only valid if `type` is ``array``
@@ -435,7 +437,7 @@ class Schema(SwaggerDict):
         super(Schema, self).__init__(**extra)
         if required is True or required is False:
             # common error
-            raise AssertionError("the `requires` attribute of schema must be an "
+            raise AssertionError("the `required` attribute of schema must be an "
                                  "array of required property names, not a boolean!")
         assert type, "type is required!"
         self.title = title
@@ -464,7 +466,7 @@ class Schema(SwaggerDict):
 class _Ref(SwaggerDict):
     ref_name_re = re.compile(r"#/(?P<scope>.+)/(?P<name>[^/]+)$")
 
-    def __init__(self, resolver, name, scope, expected_type):
+    def __init__(self, resolver, name, scope, expected_type, ignore_unresolved=False):
         """Base class for all reference types. A reference object has only one property, ``$ref``, which must be a JSON
         reference to a valid object in the specification, e.g. ``#/definitions/Article`` to refer to an article model.
 
@@ -472,13 +474,15 @@ class _Ref(SwaggerDict):
         :param str name: referenced object name, e.g. "Article"
         :param str scope: reference scope, e.g. "definitions"
         :param type[.SwaggerDict] expected_type: the expected type that will be asserted on the object found in resolver
+        :param bool ignore_unresolved: allow the reference to be not defined in resolver
         """
         super(_Ref, self).__init__()
         assert not type(self) == _Ref, "do not instantiate _Ref directly"
         ref_name = "#/{scope}/{name}".format(scope=scope, name=name)
-        obj = resolver.get(name, scope)
-        assert isinstance(obj, expected_type), ref_name + " is a {actual}, not a {expected}" \
-            .format(actual=type(obj).__name__, expected=expected_type.__name__)
+        if not ignore_unresolved:
+            obj = resolver.get(name, scope)
+            assert isinstance(obj, expected_type), ref_name + " is a {actual}, not a {expected}" \
+                .format(actual=type(obj).__name__, expected=expected_type.__name__)
         self.ref = ref_name
 
     def resolve(self, resolver):
@@ -500,14 +504,15 @@ class _Ref(SwaggerDict):
 
 
 class SchemaRef(_Ref):
-    def __init__(self, resolver, schema_name):
+    def __init__(self, resolver, schema_name, ignore_unresolved=False):
         """Adds a reference to a named Schema defined in the ``#/definitions/`` object.
 
         :param .ReferenceResolver resolver: component resolver which must contain the definition
         :param str schema_name: schema name
+        :param bool ignore_unresolved: allow the reference to be not defined in resolver
         """
         assert SCHEMA_DEFINITIONS in resolver.scopes
-        super(SchemaRef, self).__init__(resolver, schema_name, SCHEMA_DEFINITIONS, Schema)
+        super(SchemaRef, self).__init__(resolver, schema_name, SCHEMA_DEFINITIONS, Schema, ignore_unresolved)
 
 
 Schema.OR_REF = (Schema, SchemaRef)

src/drf_yasg/renderers.py

@@ -1,14 +1,16 @@
 from django.shortcuts import render, resolve_url
-from rest_framework.renderers import BaseRenderer
+from rest_framework.renderers import BaseRenderer, JSONRenderer, TemplateHTMLRenderer
 from rest_framework.utils import json
 
+from drf_yasg.openapi import Swagger
+
 from .app_settings import redoc_settings, swagger_settings
 from .codecs import VALIDATORS, OpenAPICodecJson, OpenAPICodecYaml
 
 
 class _SpecRenderer(BaseRenderer):
     """Base class for text renderers. Handles encoding and validation."""
-    charset = None
+    charset = 'utf-8'
     validators = []
     codec_class = None
 
@@ -20,6 +22,12 @@ class _SpecRenderer(BaseRenderer):
     def render(self, data, media_type=None, renderer_context=None):
         assert self.codec_class, "must override codec_class"
         codec = self.codec_class(self.validators)
+
+        if not isinstance(data, Swagger):  # pragma: no cover
+            # if `swagger` is not a ``Swagger`` object, it means we somehow got a non-success ``Response``
+            # in that case, it's probably better to let the default ``TemplateHTMLRenderer`` render it
+            # see https://github.com/axnsan12/drf-yasg/issues/58
+            return JSONRenderer().render(data, media_type, renderer_context)
         return codec.encode(data)
 
 
@@ -51,6 +59,11 @@ class _UIRenderer(BaseRenderer):
     template = ''
 
     def render(self, swagger, accepted_media_type=None, renderer_context=None):
+        if not isinstance(swagger, Swagger):  # pragma: no cover
+            # if `swagger` is not a ``Swagger`` object, it means we somehow got a non-success ``Response``
+            # in that case, it's probably better to let the default ``TemplateHTMLRenderer`` render it
+            # see https://github.com/axnsan12/drf-yasg/issues/58
+            return TemplateHTMLRenderer().render(swagger, accepted_media_type, renderer_context)
         self.set_context(renderer_context, swagger)
         return render(
             renderer_context['request'],
@@ -86,7 +99,9 @@ class _UIRenderer(BaseRenderer):
             'defaultModelRendering': swagger_settings.DEFAULT_MODEL_RENDERING,
             'defaultModelExpandDepth': swagger_settings.DEFAULT_MODEL_DEPTH,
             'defaultModelsExpandDepth': swagger_settings.DEFAULT_MODEL_DEPTH,
+            'showCommonExtensions': swagger_settings.SHOW_COMMON_EXTENSIONS,
             'oauth2RedirectUrl': swagger_settings.OAUTH2_REDIRECT_URL,
+            'supportedSubmitMethods': swagger_settings.SUPPORTED_SUBMIT_METHODS,
         }
         data = {k: v for k, v in data.items() if v is not None}
         if swagger_settings.VALIDATOR_URL != '':
@@ -124,11 +139,3 @@ class ReDocRenderer(_UIRenderer):
     """
     template = 'drf-yasg/redoc.html'
     format = 'redoc'
-
-
-class ReDocAlphaRenderer(_UIRenderer):
-    """Renders a ReDoc web interface for schema browisng.
-    Also requires :class:`.OpenAPIRenderer` as an available renderer on the same view.
-    """
-    template = 'drf-yasg/redoc-alpha.html'
-    format = 'redoc'

src/drf_yasg/static/drf-yasg/swagger-ui-dist/oauth2-redirect.html

@@ -45,11 +45,18 @@
                 oauth2.auth.code = qp.code;
                 oauth2.callback({auth: oauth2.auth, redirectUrl: redirectUrl});
             } else {
+                let oauthErrorMsg
+                if (qp.error) {
+                    oauthErrorMsg = "["+qp.error+"]: " +
+                        (qp.error_description ? qp.error_description+ ". " : "no accessCode received from the server. ") +
+                        (qp.error_uri ? "More info: "+qp.error_uri : "");
+                }
+
                 oauth2.errCb({
                     authId: oauth2.auth.name,
                     source: "auth",
                     level: "error",
-                    message: "Authorization failed: no accessCode received from the server"
+                    message: oauthErrorMsg || "[Authorization failed]: no accessCode received from the server"
                 });
             }
         } else {

src/drf_yasg/static/drf-yasg/swagger-ui-init.js

@@ -38,7 +38,7 @@ function initSwaggerUi() {
         ],
         layout: "StandaloneLayout",
         filter: true,
-        requestInterceptor: function(request) {
+        requestInterceptor: function (request) {
             var headers = request.headers || {};
             var csrftoken = document.querySelector("[name=csrfmiddlewaretoken]");
             if (csrftoken) {
@@ -49,8 +49,15 @@ function initSwaggerUi() {
     };
 
     var swaggerSettings = JSON.parse(document.getElementById('swagger-settings').innerHTML);
-    console.log(swaggerSettings);
+    if (!('oauth2RedirectUrl' in swaggerSettings)) {
+        var oauth2RedirectUrl = document.getElementById('oauth2-redirect-url');
+        if (oauth2RedirectUrl) {
+            swaggerSettings['oauth2RedirectUrl'] = oauth2RedirectUrl.href;
+            oauth2RedirectUrl.parentNode.removeChild(oauth2RedirectUrl);
+        }
+    }
 
+    console.log(swaggerSettings);
     for (var p in swaggerSettings) {
         if (swaggerSettings.hasOwnProperty(p)) {
             swaggerConfig[p] = swaggerSettings[p];

src/drf_yasg/templates/drf-yasg/redoc-alpha.html

@@ -1,18 +0,0 @@
-{% load static %}
-<!DOCTYPE html>
-<html>
-<head>
-    <title>{{ title }}</title>
-    <meta charset="utf-8"/>
-    <meta name="viewport" content="width=device-width, initial-scale=1">
-
-    <link rel="stylesheet" type="text/css" href="{% static 'drf-yasg/style.css' %}"/>
-</head>
-<body>
-    <script id="redoc-settings" type="application/json">{{ redoc_settings | safe }}</script>
-
-    <script src="{% static 'drf-yasg/insQ.min.js' %}"></script>
-    <script src="{% static 'drf-yasg/redoc-init.js' %}"> </script>
-    <script src="{% static 'drf-yasg/redoc-alpha/redoc.standalone.js' %}"> </script>
-</body>
-</html>

src/drf_yasg/templates/drf-yasg/swagger-ui.html

@@ -67,6 +67,8 @@
 <script src="{% static 'drf-yasg/insQ.min.js' %}"></script>
 <script src="{% static 'drf-yasg/swagger-ui-init.js' %}"></script>
 
+<a id="oauth2-redirect-url" href="{% static 'drf-yasg/swagger-ui-dist/oauth2-redirect.html' %}" class="hidden"></a>
+
 <div id="django-session-auth" class="hidden">
     {% if USE_SESSION_AUTH %}
         {% csrf_token %}

src/drf_yasg/utils.py

@@ -2,17 +2,24 @@ import inspect
 import logging
 from collections import OrderedDict
 
+from django.db import models
 from rest_framework import serializers, status
 from rest_framework.mixins import DestroyModelMixin, RetrieveModelMixin, UpdateModelMixin
 from rest_framework.request import is_form_media_type
+from rest_framework.settings import api_settings as rest_framework_settings
 from rest_framework.views import APIView
 
 logger = logging.getLogger(__name__)
 
-#: used to forcibly remove the body of a request via :func:`.swagger_auto_schema`
-no_body = object()
 
-unset = object()
+class no_body(object):
+    """Used as a sentinel value to forcibly remove the body of a request via :func:`.swagger_auto_schema`."""
+    pass
+
+
+class unset(object):
+    """Used as a sentinel value for function parameters not set by the caller where ``None`` would be a valid value."""
+    pass
 
 
 def swagger_auto_schema(method=None, methods=None, auto_schema=unset, request_body=None, query_serializer=None,
@@ -31,7 +38,7 @@ def swagger_auto_schema(method=None, methods=None, auto_schema=unset, request_bo
     :param .inspectors.SwaggerAutoSchema auto_schema: custom class to use for generating the Operation object;
         this overrides both the class-level ``swagger_schema`` attribute and the ``DEFAULT_AUTO_SCHEMA_CLASS``
         setting, and can be set to ``None`` to prevent this operation from being generated
-    :param .Schema,.SchemaRef,.Serializer request_body: custom request body, or :data:`.no_body`. The value given here
+    :param .Schema,.SchemaRef,.Serializer request_body: custom request body, or :class:`.no_body`. The value given here
         will be used as the ``schema`` property of a :class:`.Parameter` with ``in: 'body'``.
 
         A Schema or SchemaRef is not valid if this request consumes form-data, because ``form`` and ``body`` parameters
@@ -59,7 +66,7 @@ def swagger_auto_schema(method=None, methods=None, auto_schema=unset, request_bo
 
     :param str operation_id: operation ID override; the operation ID must be unique accross the whole API
     :param str operation_description: operation description override
-    :param str security: security requirements override; used to specify which authetication mechanism
+    :param list[dict] security: security requirements override; used to specify which authetication mechanism
         is requried to call this API; an empty list marks the endpoint as unauthenticated (i.e. removes all accepted
         authentication schemes), and ``None`` will inherit the top-level secuirty requirements
     :param dict[str,(.Schema,.SchemaRef,.Response,str,Serializer)] responses: a dict of documented manual responses
@@ -107,7 +114,7 @@ def swagger_auto_schema(method=None, methods=None, auto_schema=unset, request_bo
             # no overrides to set, no use in doing more work
             return
 
-        # if the method is a detail_route or list_route, it will have a bind_to_methods attribute
+        # if the method is an @action, it will have a bind_to_methods attribute
         bind_to_methods = getattr(view_method, 'bind_to_methods', [])
         # if the method is actually a function based view (@api_view), it will have a 'cls' attribute
         view_cls = getattr(view_method, 'cls', None)
@@ -118,6 +125,8 @@ def swagger_auto_schema(method=None, methods=None, auto_schema=unset, request_bo
 
         _methods = methods
         if methods or method:
+            assert available_methods or http_method_names, "`method` or `methods` can only be specified " \
+                                                           "on @action or @api_view views"
             assert bool(methods) != bool(method), "specify either method or methods"
             assert not isinstance(methods, str), "`methods` expects to receive a list of methods;" \
                                                  " use `method` for a single argument"
@@ -129,13 +138,13 @@ def swagger_auto_schema(method=None, methods=None, auto_schema=unset, request_bo
             assert not any(mth in existing_data for mth in _methods), "http method defined multiple times"
 
         if available_methods:
-            # detail_route, list_route or api_view
+            # action or api_view
             assert bool(http_method_names) != bool(bind_to_methods), "this should never happen"
 
             if len(available_methods) > 1:
                 assert _methods, \
-                    "on multi-method api_view, detail_route or list_route, you must specify swagger_auto_schema on " \
-                    "a per-method basis using one of the `method` or `methods` arguments"
+                    "on multi-method api_view, action, detail_route or list_route, you must specify " \
+                    "swagger_auto_schema on a per-method basis using one of the `method` or `methods` arguments"
             else:
                 # for a single-method view we assume that single method as the decorator target
                 _methods = _methods or available_methods
@@ -147,8 +156,9 @@ def swagger_auto_schema(method=None, methods=None, auto_schema=unset, request_bo
             view_method._swagger_auto_schema = existing_data
         else:
             assert not _methods, \
-                "the methods argument should only be specified when decorating a detail_route or list_route; you " \
-                "should also ensure that you put the swagger_auto_schema decorator AFTER (above) the _route decorator"
+                "the methods argument should only be specified when decorating an action, detail_route or " \
+                "list_route; you should also ensure that you put the swagger_auto_schema decorator " \
+                "AFTER (above) the _route decorator"
             assert not existing_data, "swagger_auto_schema applied twice to method"
             view_method._swagger_auto_schema = data
 
@@ -174,7 +184,7 @@ def is_list_view(path, method, view):
         return True
 
     if action in ('retrieve', 'update', 'partial_update', 'destroy') or detail is True or suffix == 'Instance':
-        # a detail_route is surely not a list route
+        # a detail action is surely not a list route
         return False
 
     # for GenericAPIView, if it's a detail view it can't also be a list view
@@ -273,3 +283,37 @@ def get_produces(renderer_classes):
     media_types = [renderer.media_type for renderer in renderer_classes or []]
     media_types = [encoding for encoding in media_types if 'html' not in encoding]
     return media_types
+
+
+def decimal_as_float(field):
+    """
+    Returns true if ``field`` is a django-rest-framework DecimalField and its ``coerce_to_string`` attribute or the
+    ``COERCE_DECIMAL_TO_STRING`` setting is set to ``False``.
+
+    :rtype: bool
+    """
+    if isinstance(field, serializers.DecimalField) or isinstance(field, models.DecimalField):
+        return not getattr(field, 'coerce_to_string', rest_framework_settings.COERCE_DECIMAL_TO_STRING)
+    return False
+
+
+def get_serializer_ref_name(serializer):
+    """
+    Get serializer's ref_name (or None for ModelSerializer if it is named 'NestedSerializer')
+
+    :param serializer: Serializer instance
+    :return: Serializer's ref_name or None for inline serializer
+    :rtype: str or None
+    """
+    serializer_meta = getattr(serializer, 'Meta', None)
+    serializer_name = type(serializer).__name__
+    if hasattr(serializer_meta, 'ref_name'):
+        ref_name = serializer_meta.ref_name
+    elif serializer_name == 'NestedSerializer' and isinstance(serializer, serializers.ModelSerializer):
+        logger.debug("Forcing inline output for ModelSerializer named 'NestedSerializer': " + str(serializer))
+        ref_name = None
+    else:
+        ref_name = serializer_name
+        if ref_name.endswith('Serializer'):
+            ref_name = ref_name[:-len('Serializer')]
+    return ref_name

src/drf_yasg/views.py

@@ -12,15 +12,12 @@ from rest_framework.views import APIView
 
 from .app_settings import swagger_settings
 from .generators import OpenAPISchemaGenerator
-from .renderers import (
-    OpenAPIRenderer, ReDocAlphaRenderer, ReDocRenderer, SwaggerJSONRenderer, SwaggerUIRenderer, SwaggerYAMLRenderer
-)
+from .renderers import OpenAPIRenderer, ReDocRenderer, SwaggerJSONRenderer, SwaggerUIRenderer, SwaggerYAMLRenderer
 
 SPEC_RENDERERS = (SwaggerYAMLRenderer, SwaggerJSONRenderer, OpenAPIRenderer)
 UI_RENDERERS = {
     'swagger': (SwaggerUIRenderer, ReDocRenderer),
     'redoc': (ReDocRenderer, SwaggerUIRenderer),
-    'redoc-alpha': (ReDocAlphaRenderer, ReDocRenderer, SwaggerUIRenderer)
 }
 
 

testproj/articles/migrations/0001_initial.py

@@ -1,8 +1,9 @@
-# Generated by Django 2.0 on 2017-12-23 09:07
+# Generated by Django 2.0.1 on 2018-03-18 18:32
 
 from django.conf import settings
 from django.db import migrations, models
 import django.db.models.deletion
+import uuid
 
 
 class Migration(migrations.Migration):
@@ -23,8 +24,28 @@ class Migration(migrations.Migration):
                 ('slug', models.SlugField(blank=True, help_text='slug model help_text', unique=True)),
                 ('date_created', models.DateTimeField(auto_now_add=True)),
                 ('date_modified', models.DateTimeField(auto_now=True)),
+                ('article_type', models.PositiveSmallIntegerField(choices=[(1, 'first'), (2, 'second'), (3, 'third'), (7, 'seven'), (8, 'eight')], help_text='IntegerField declared on model with choices=(...) and exposed via ModelSerializer', null=True)),
                 ('cover', models.ImageField(blank=True, upload_to='article/original/')),
                 ('author', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, related_name='articles', to=settings.AUTH_USER_MODEL)),
             ],
         ),
+        migrations.CreateModel(
+            name='ArticleGroup',
+            fields=[
+                ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
+                ('uuid', models.UUIDField(default=uuid.uuid4, editable=False, unique=True)),
+                ('title', models.CharField(help_text='title model help_text', max_length=255, unique=True)),
+                ('slug', models.SlugField(blank=True, help_text='slug model help_text', unique=True)),
+            ],
+        ),
+        migrations.AddField(
+            model_name='article',
+            name='group',
+            field=models.ForeignKey(blank=True, default=None, on_delete=django.db.models.deletion.PROTECT, related_name='articles_as_main', to='articles.ArticleGroup'),
+        ),
+        migrations.AddField(
+            model_name='article',
+            name='original_group',
+            field=models.ForeignKey(blank=True, default=None, on_delete=django.db.models.deletion.PROTECT, related_name='articles_as_original', to='articles.ArticleGroup'),
+        ),
     ]

testproj/articles/models.py

@@ -1,3 +1,5 @@
+import uuid
+
 from django.db import models
 
 
@@ -8,5 +10,20 @@ class Article(models.Model):
     date_created = models.DateTimeField(auto_now_add=True)
     date_modified = models.DateTimeField(auto_now=True)
     author = models.ForeignKey('auth.User', related_name='articles', on_delete=models.CASCADE)
+    article_type = models.PositiveSmallIntegerField(
+        help_text="IntegerField declared on model with choices=(...) and exposed via ModelSerializer",
+        choices=((1, "first"), (2, "second"), (3, "third"), (7, "seven"), (8, "eight")), null=True
+    )
 
     cover = models.ImageField(upload_to='article/original/', blank=True)
+    group = models.ForeignKey('ArticleGroup', related_name='articles_as_main', blank=True, default=None,
+                              on_delete=models.PROTECT)
+    original_group = models.ForeignKey('ArticleGroup', related_name='articles_as_original', blank=True, default=None,
+                                       on_delete=models.PROTECT)
+
+
+class ArticleGroup(models.Model):
+    uuid = models.UUIDField(default=uuid.uuid4, editable=False, unique=True)
+
+    title = models.CharField(help_text="title model help_text", max_length=255, blank=False, unique=True)
+    slug = models.SlugField(help_text="slug model help_text", unique=True, blank=True)

testproj/articles/serializers.py

@@ -1,7 +1,7 @@
 from django.utils.translation import ugettext_lazy as _
 from rest_framework import serializers
 
-from articles.models import Article
+from articles.models import Article, ArticleGroup
 
 
 class ArticleSerializer(serializers.ModelSerializer):
@@ -11,12 +11,14 @@ class ArticleSerializer(serializers.ModelSerializer):
         read_only=True,
     )
     uuid = serializers.UUIDField(help_text="should articles have UUIDs?", read_only=True)
-    cover_name = serializers.FileField(use_url=False, source='cover', read_only=True)
+    cover_name = serializers.FileField(use_url=False, source='cover', required=True)
+    group = serializers.SlugRelatedField(slug_field='uuid', queryset=ArticleGroup.objects.all())
+    original_group = serializers.SlugRelatedField(slug_field='uuid', read_only=True)
 
     class Meta:
         model = Article
         fields = ('title', 'author', 'body', 'slug', 'date_created', 'date_modified',
-                  'references', 'uuid', 'cover', 'cover_name')
+                  'references', 'uuid', 'cover', 'cover_name', 'article_type', 'group', 'original_group', )
         read_only_fields = ('date_created', 'date_modified',
                             'references', 'uuid', 'cover_name')
         lookup_field = 'slug'
@@ -31,7 +33,7 @@ class ArticleSerializer(serializers.ModelSerializer):
 
 
 class ImageUploadSerializer(serializers.Serializer):
-    what_am_i_doing = serializers.RegexField(regex=r"^69$", help_text="test")
+    what_am_i_doing = serializers.RegexField(regex=r"^69$", help_text="test", default="69")
     image_styles = serializers.ListSerializer(
         child=serializers.ChoiceField(choices=['wide', 'tall', 'thumb', 'social']),
         help_text="Parameter with Items"

testproj/articles/views.py

@@ -3,6 +3,7 @@ import datetime
 from django.utils.decorators import method_decorator
 from django_filters.rest_framework import DjangoFilterBackend
 from rest_framework import viewsets
+# noinspection PyDeprecation
 from rest_framework.decorators import detail_route, list_route
 from rest_framework.filters import OrderingFilter
 from rest_framework.pagination import LimitOffsetPagination
@@ -89,23 +90,48 @@ class ArticleViewSet(viewsets.ModelViewSet):
 
     swagger_schema = NoTitleAutoSchema
 
-    @swagger_auto_schema(auto_schema=NoPagingAutoSchema, filter_inspectors=[DjangoFilterDescriptionInspector])
-    @list_route(methods=['get'])
-    def today(self, request):
-        today_min = datetime.datetime.combine(datetime.date.today(), datetime.time.min)
-        today_max = datetime.datetime.combine(datetime.date.today(), datetime.time.max)
-        articles = self.get_queryset().filter(date_created__range=(today_min, today_max)).all()
-        serializer = self.serializer_class(articles, many=True)
-        return Response(serializer.data)
+    try:
+        from rest_framework.decorators import action
 
-    @swagger_auto_schema(method='get', operation_description="image GET description override")
-    @swagger_auto_schema(method='post', request_body=serializers.ImageUploadSerializer)
-    @detail_route(methods=['get', 'post'], parser_classes=(MultiPartParser,))
-    def image(self, request, slug=None):
-        """
-        image method docstring
-        """
-        pass
+        @swagger_auto_schema(auto_schema=NoPagingAutoSchema, filter_inspectors=[DjangoFilterDescriptionInspector])
+        @action(detail=False, methods=['get'])
+        def today(self, request):
+            today_min = datetime.datetime.combine(datetime.date.today(), datetime.time.min)
+            today_max = datetime.datetime.combine(datetime.date.today(), datetime.time.max)
+            articles = self.get_queryset().filter(date_created__range=(today_min, today_max)).all()
+            serializer = self.serializer_class(articles, many=True)
+            return Response(serializer.data)
+
+        @swagger_auto_schema(method='get', operation_description="image GET description override")
+        @swagger_auto_schema(method='post', request_body=serializers.ImageUploadSerializer)
+        @action(detail=True, methods=['get', 'post'], parser_classes=(MultiPartParser,))
+        def image(self, request, slug=None):
+            """
+            image method docstring
+            """
+            pass
+    except ImportError:
+        action = None
+
+        # noinspection PyDeprecation
+        @swagger_auto_schema(auto_schema=NoPagingAutoSchema, filter_inspectors=[DjangoFilterDescriptionInspector])
+        @list_route(methods=['get'])
+        def today(self, request):
+            today_min = datetime.datetime.combine(datetime.date.today(), datetime.time.min)
+            today_max = datetime.datetime.combine(datetime.date.today(), datetime.time.max)
+            articles = self.get_queryset().filter(date_created__range=(today_min, today_max)).all()
+            serializer = self.serializer_class(articles, many=True)
+            return Response(serializer.data)
+
+        # noinspection PyDeprecation
+        @swagger_auto_schema(method='get', operation_description="image GET description override")
+        @swagger_auto_schema(method='post', request_body=serializers.ImageUploadSerializer)
+        @detail_route(methods=['get', 'post'], parser_classes=(MultiPartParser,))
+        def image(self, request, slug=None):
+            """
+            image method docstring
+            """
+            pass
 
     def update(self, request, *args, **kwargs):
         """update method docstring"""

testproj/people/apps.py

@@ -0,0 +1,5 @@
+from django.apps import AppConfig
+
+
+class PeopleConfig(AppConfig):
+    name = 'people'

testproj/people/migrations/0001_initial.py

@@ -0,0 +1,30 @@
+# Generated by Django 2.0.1 on 2018-03-18 18:32
+
+from django.db import migrations, models
+import django.db.models.deletion
+
+
+class Migration(migrations.Migration):
+
+    initial = True
+
+    dependencies = [
+    ]
+
+    operations = [
+        migrations.CreateModel(
+            name='Identity',
+            fields=[
+                ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
+                ('firstName', models.CharField(max_length=30, null=True)),
+                ('lastName', models.CharField(max_length=30, null=True)),
+            ],
+        ),
+        migrations.CreateModel(
+            name='Person',
+            fields=[
+                ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
+                ('identity', models.OneToOneField(on_delete=django.db.models.deletion.PROTECT, related_name='person', to='people.Identity')),
+            ],
+        ),
+    ]

testproj/people/models.py

@@ -0,0 +1,10 @@
+from django.db import models
+
+
+class Identity(models.Model):
+    firstName = models.CharField(max_length=30, null=True)
+    lastName = models.CharField(max_length=30, null=True)
+
+
+class Person(models.Model):
+    identity = models.OneToOneField(Identity, related_name='person', on_delete=models.PROTECT)

testproj/people/serializers.py

@@ -0,0 +1,23 @@
+from rest_framework import serializers
+
+from .models import Identity, Person
+
+
+class IdentitySerializer(serializers.ModelSerializer):
+    class Meta:
+        model = Identity
+        fields = '__all__'
+
+
+class PersonSerializer(serializers.ModelSerializer):
+    identity = IdentitySerializer()
+
+    class Meta:
+        model = Person
+        fields = '__all__'
+
+    def create(self, validated_data):
+        identity = Identity(**validated_data['identity'])
+        identity.save()
+        validated_data['identity'] = identity
+        return super().create(validated_data)

testproj/people/urls.py

@@ -0,0 +1,26 @@
+from django.conf.urls import url
+
+from .views import IdentityViewSet, PersonViewSet
+
+person_list = PersonViewSet.as_view({
+    'get': 'list',
+    'post': 'create'
+})
+person_detail = PersonViewSet.as_view({
+    'get': 'retrieve',
+    'patch': 'partial_update',
+    'delete': 'destroy'
+})
+
+identity_detail = IdentityViewSet.as_view({
+    'get': 'retrieve',
+    'patch': 'partial_update',
+})
+
+urlpatterns = (
+    url(r'^$', person_list, name='people-list'),
+    url(r'^(?P<pk>[0-9]+)$', person_detail, name='person-detail'),
+
+    url(r'^(?P<person>[0-9]+)/identity$', identity_detail,
+        name='person-identity'),
+)

testproj/people/views.py

@@ -0,0 +1,16 @@
+from rest_framework import viewsets
+
+from .models import Identity, Person
+from .serializers import IdentitySerializer, PersonSerializer
+
+
+class PersonViewSet(viewsets.ModelViewSet):
+    model = Person
+    queryset = Person.objects
+    serializer_class = PersonSerializer
+
+
+class IdentityViewSet(viewsets.ModelViewSet):
+    model = Identity
+    queryset = Identity.objects
+    serializer_class = IdentitySerializer

testproj/snippets/migrations/0001_initial.py

@@ -1,4 +1,4 @@
-# Generated by Django 2.0 on 2017-12-23 09:07
+# Generated by Django 2.0.1 on 2018-03-18 18:32
 
 from django.conf import settings
 from django.db import migrations, models

testproj/snippets/serializers.py

@@ -1,11 +1,13 @@
+from decimal import Decimal
+
 from django.contrib.auth import get_user_model
 from rest_framework import serializers
+from rest_framework.compat import MinValueValidator
 
 from snippets.models import LANGUAGE_CHOICES, STYLE_CHOICES, Snippet
 
 
 class LanguageSerializer(serializers.Serializer):
-
     name = serializers.ChoiceField(
         choices=LANGUAGE_CHOICES, default='python', help_text='The name of the programming language')
 
@@ -14,7 +16,6 @@ class LanguageSerializer(serializers.Serializer):
 
 
 class ExampleProjectSerializer(serializers.Serializer):
-
     project_name = serializers.CharField(help_text='Name of the project')
     github_repo = serializers.CharField(required=True, help_text='Github repository of the project')
 
@@ -49,6 +50,10 @@ class SnippetSerializer(serializers.Serializer):
     example_projects = serializers.ListSerializer(child=ExampleProjectSerializer(), read_only=True)
     difficulty_factor = serializers.FloatField(help_text="this is here just to test FloatField",
                                                read_only=True, default=lambda: 6.9)
+    rate_as_string = serializers.DecimalField(max_digits=6, decimal_places=3, default=Decimal('0.0'),
+                                              validators=[MinValueValidator(Decimal('0.0'))])
+    rate = serializers.DecimalField(max_digits=6, decimal_places=3, default=Decimal('0.0'), coerce_to_string=False,
+                                    validators=[MinValueValidator(Decimal('0.0'))])
 
     def create(self, validated_data):
         """

testproj/snippets/views.py

@@ -1,7 +1,7 @@
 from djangorestframework_camel_case.parser import CamelCaseJSONParser
 from djangorestframework_camel_case.render import CamelCaseJSONRenderer
 from inflection import camelize
-from rest_framework import generics
+from rest_framework import generics, status
 from rest_framework.parsers import FormParser
 
 from drf_yasg import openapi
@@ -33,6 +33,21 @@ class SnippetList(generics.ListCreateAPIView):
         """post method docstring"""
         return super(SnippetList, self).post(request, *args, **kwargs)
 
+    @swagger_auto_schema(
+        operation_id='snippets_delete_bulk',
+        request_body=openapi.Schema(
+            type=openapi.TYPE_OBJECT,
+            properties={
+                'body': openapi.Schema(
+                    type=openapi.TYPE_STRING,
+                    description='this should not crash (request body on DELETE method)'
+                )
+            }
+        ),
+    )
+    def delete(self, *args, **kwargs):
+        pass
+
 
 class SnippetDetail(generics.RetrieveUpdateDestroyAPIView):
     """
@@ -56,14 +71,26 @@ class SnippetDetail(generics.RetrieveUpdateDestroyAPIView):
         """patch method docstring"""
         return super(SnippetDetail, self).patch(request, *args, **kwargs)
 
-    @swagger_auto_schema(manual_parameters=[
-        openapi.Parameter(
-            name='id', in_=openapi.IN_PATH,
-            type=openapi.TYPE_INTEGER,
-            description="path parameter override",
-            required=True
-        )
-    ])
+    @swagger_auto_schema(
+        manual_parameters=[
+            openapi.Parameter(
+                name='id', in_=openapi.IN_PATH,
+                type=openapi.TYPE_INTEGER,
+                description="path parameter override",
+                required=True
+            ),
+            openapi.Parameter(
+                name='delete_form_param', in_=openapi.IN_FORM,
+                type=openapi.TYPE_INTEGER,
+                description="this should not crash (form parameter on DELETE method)"
+            ),
+        ],
+        responses={
+            status.HTTP_204_NO_CONTENT: openapi.Response(
+                description="this should not crash (response object with no schema)"
+            )
+        }
+    )
     def delete(self, request, *args, **kwargs):
         """delete method docstring"""
         return super(SnippetDetail, self).patch(request, *args, **kwargs)

testproj/testproj/settings/base.py

@@ -26,6 +26,8 @@ INSTALLED_APPS = [
     'snippets',
     'users',
     'articles',
+    'todo',
+    'people'
 ]
 
 MIDDLEWARE = [
@@ -92,7 +94,18 @@ SWAGGER_SETTINGS = {
     'LOGIN_URL': '/admin/login',
     'LOGOUT_URL': '/admin/logout',
 
-    'DEFAULT_INFO': 'testproj.urls.swagger_info'
+    'DEFAULT_INFO': 'testproj.urls.swagger_info',
+
+    'SECURITY_DEFINITIONS': {
+        'Basic': {
+            'type': 'basic'
+        },
+        'Bearer': {
+            'type': 'apiKey',
+            'name': 'Authorization',
+            'in': 'header'
+        }
+    }
 }
 
 # Internationalization

testproj/testproj/urls.py

@@ -51,7 +51,7 @@ urlpatterns = [
     url(r'^swagger(?P<format>.json|.yaml)$', SchemaView.without_ui(cache_timeout=0), name='schema-json'),
     url(r'^swagger/$', SchemaView.with_ui('swagger', cache_timeout=0), name='schema-swagger-ui'),
     url(r'^redoc/$', SchemaView.with_ui('redoc', cache_timeout=0), name='schema-redoc'),
-    url(r'^redoc-alpha/$', SchemaView.with_ui('redoc-alpha', cache_timeout=0), name='schema-redoc-alpha'),
+
     url(r'^cached/swagger(?P<format>.json|.yaml)$', SchemaView.without_ui(cache_timeout=None), name='cschema-json'),
     url(r'^cached/swagger/$', SchemaView.with_ui('swagger', cache_timeout=None), name='cschema-swagger-ui'),
     url(r'^cached/redoc/$', SchemaView.with_ui('redoc', cache_timeout=None), name='cschema-redoc'),
@@ -62,5 +62,7 @@ urlpatterns = [
     url(r'^snippets/', include('snippets.urls')),
     url(r'^articles/', include('articles.urls')),
     url(r'^users/', include('users.urls')),
+    url(r'^todo/', include('todo.urls')),
+    url(r'^people/', include('people.urls')),
     url(r'^plain/', plain_view),
 ]

testproj/todo/migrations/0001_initial.py

@@ -0,0 +1,38 @@
+# Generated by Django 2.0.1 on 2018-03-18 18:32
+
+from django.db import migrations, models
+import django.db.models.deletion
+
+
+class Migration(migrations.Migration):
+
+    initial = True
+
+    dependencies = [
+    ]
+
+    operations = [
+        migrations.CreateModel(
+            name='Todo',
+            fields=[
+                ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
+                ('title', models.CharField(max_length=50)),
+            ],
+        ),
+        migrations.CreateModel(
+            name='TodoAnother',
+            fields=[
+                ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
+                ('title', models.CharField(max_length=50)),
+                ('todo', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='todo.Todo')),
+            ],
+        ),
+        migrations.CreateModel(
+            name='TodoYetAnother',
+            fields=[
+                ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
+                ('title', models.CharField(max_length=50)),
+                ('todo', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='todo.TodoAnother')),
+            ],
+        ),
+    ]

testproj/todo/migrations/0002_todotree.py

@@ -0,0 +1,22 @@
+# Generated by Django 2.0.4 on 2018-04-26 13:06
+
+from django.db import migrations, models
+import django.db.models.deletion
+
+
+class Migration(migrations.Migration):
+    dependencies = [
+        ('todo', '0001_initial'),
+    ]
+
+    operations = [
+        migrations.CreateModel(
+            name='TodoTree',
+            fields=[
+                ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
+                ('title', models.CharField(max_length=50)),
+                ('parent', models.ForeignKey(null=True, on_delete=django.db.models.deletion.CASCADE,
+                                             related_name='children', to='todo.TodoTree')),
+            ],
+        ),
+    ]

testproj/todo/models.py

@@ -0,0 +1,20 @@
+from django.db import models
+
+
+class Todo(models.Model):
+    title = models.CharField(max_length=50)
+
+
+class TodoAnother(models.Model):
+    todo = models.ForeignKey(Todo, on_delete=models.CASCADE)
+    title = models.CharField(max_length=50)
+
+
+class TodoYetAnother(models.Model):
+    todo = models.ForeignKey(TodoAnother, on_delete=models.CASCADE)
+    title = models.CharField(max_length=50)
+
+
+class TodoTree(models.Model):
+    parent = models.ForeignKey('self', on_delete=models.CASCADE, related_name='children', null=True)
+    title = models.CharField(max_length=50)

testproj/todo/serializer.py

@@ -0,0 +1,58 @@
+from collections import OrderedDict
+
+from django.utils import timezone
+from rest_framework import serializers
+from rest_framework_recursive.fields import RecursiveField
+
+from .models import Todo, TodoAnother, TodoTree, TodoYetAnother
+
+
+class TodoSerializer(serializers.ModelSerializer):
+    class Meta:
+        model = Todo
+        fields = ('title', 'a_hidden_field',)
+
+    a_hidden_field = serializers.HiddenField(default=timezone.now)
+
+
+class TodoAnotherSerializer(serializers.ModelSerializer):
+    todo = TodoSerializer()
+
+    class Meta:
+        model = TodoAnother
+        fields = ('title', 'todo')
+
+
+class TodoYetAnotherSerializer(serializers.ModelSerializer):
+    class Meta:
+        model = TodoYetAnother
+        fields = ('title', 'todo')
+        depth = 2
+        swagger_schema_fields = {
+            'example': OrderedDict([
+                ('title', 'parent'),
+                ('todo', OrderedDict([
+                    ('title', 'child'),
+                    ('todo', None),
+                ])),
+            ])
+        }
+
+
+class TodoTreeSerializer(serializers.ModelSerializer):
+    children = serializers.ListField(child=RecursiveField(), source='children.all')
+
+    class Meta:
+        model = TodoTree
+        fields = ('id', 'title', 'children')
+
+
+class TodoRecursiveSerializer(serializers.ModelSerializer):
+    parent = RecursiveField(read_only=True)
+    parent_id = serializers.PrimaryKeyRelatedField(queryset=TodoTree.objects.all(), pk_field=serializers.IntegerField(),
+                                                   write_only=True, allow_null=True, required=False, default=None,
+                                                   source='parent')
+
+    class Meta:
+        model = TodoTree
+        fields = ('id', 'title', 'parent', 'parent_id')

testproj/todo/urls.py

@@ -0,0 +1,18 @@
+from django.conf.urls import url
+from rest_framework import routers
+
+from todo import views
+
+router = routers.DefaultRouter()
+router.register(r'', views.TodoViewSet)
+router.register(r'another', views.TodoAnotherViewSet)
+router.register(r'yetanother', views.TodoYetAnotherViewSet)
+router.register(r'tree', views.TodoTreeView)
+router.register(r'recursive', views.TodoRecursiveView)
+
+urlpatterns = router.urls
+
+urlpatterns += [
+    url(r'^(?P<todo_id>\d+)/yetanother/(?P<yetanother_id>\d+)/$',
+        views.NestedTodoView.as_view(), ),
+]

testproj/todo/views.py

@@ -0,0 +1,39 @@
+from rest_framework import viewsets
+from rest_framework.generics import RetrieveAPIView
+
+from .models import Todo, TodoAnother, TodoTree, TodoYetAnother
+from .serializer import (
+    TodoAnotherSerializer, TodoRecursiveSerializer, TodoSerializer, TodoTreeSerializer, TodoYetAnotherSerializer
+)
+
+
+class TodoViewSet(viewsets.ReadOnlyModelViewSet):
+    queryset = Todo.objects.all()
+    serializer_class = TodoSerializer
+
+    lookup_field = 'id'
+    lookup_value_regex = '[0-9]+'
+
+
+class TodoAnotherViewSet(viewsets.ReadOnlyModelViewSet):
+    queryset = TodoAnother.objects.all()
+    serializer_class = TodoAnotherSerializer
+
+
+class TodoYetAnotherViewSet(viewsets.ReadOnlyModelViewSet):
+    queryset = TodoYetAnother.objects.all()
+    serializer_class = TodoYetAnotherSerializer
+
+
+class NestedTodoView(RetrieveAPIView):
+    serializer_class = TodoYetAnotherSerializer
+
+
+class TodoTreeView(viewsets.ReadOnlyModelViewSet):
+    queryset = TodoTree.objects.all()
+    serializer_class = TodoTreeSerializer
+
+
+class TodoRecursiveView(viewsets.ModelViewSet):
+    queryset = TodoTree.objects.all()
+    serializer_class = TodoRecursiveSerializer

tests/reference.yaml

@@ -21,10 +21,15 @@ consumes:
 produces:
   - application/json
 securityDefinitions:
-  basic:
+  Basic:
     type: basic
+  Bearer:
+    in: header
+    name: Authorization
+    type: apiKey
 security:
-  - basic: []
+  - Basic: []
+  - Bearer: []
 paths:
   /articles/:
     get:
@@ -198,9 +203,11 @@ paths:
         - name: what_am_i_doing
           in: formData
           description: test
-          required: true
+          required: false
           type: string
           pattern: ^69$
+          default: '69'
+          minLength: 1
         - name: image_styles
           in: formData
           description: Parameter with Items
@@ -233,6 +240,113 @@ paths:
         type: string
         format: slug
         pattern: '[a-z0-9]+(?:-[a-z0-9]+)'
+  /people/:
+    get:
+      operationId: people_list
+      description: ''
+      parameters: []
+      responses:
+        '200':
+          description: ''
+          schema:
+            type: array
+            items:
+              $ref: '#/definitions/Person'
+      tags:
+        - people
+    post:
+      operationId: people_create
+      description: ''
+      parameters:
+        - name: data
+          in: body
+          required: true
+          schema:
+            $ref: '#/definitions/Person'
+      responses:
+        '201':
+          description: ''
+          schema:
+            $ref: '#/definitions/Person'
+      tags:
+        - people
+    parameters: []
+  /people/{id}:
+    get:
+      operationId: people_read
+      description: ''
+      parameters: []
+      responses:
+        '200':
+          description: ''
+          schema:
+            $ref: '#/definitions/Person'
+      tags:
+        - people
+    patch:
+      operationId: people_partial_update
+      description: ''
+      parameters:
+        - name: data
+          in: body
+          required: true
+          schema:
+            $ref: '#/definitions/Person'
+      responses:
+        '200':
+          description: ''
+          schema:
+            $ref: '#/definitions/Person'
+      tags:
+        - people
+    delete:
+      operationId: people_delete
+      description: ''
+      parameters: []
+      responses:
+        '204':
+          description: ''
+      tags:
+        - people
+    parameters:
+      - name: id
+        in: path
+        description: A unique integer value identifying this person.
+        required: true
+        type: integer
+  /people/{person}/identity:
+    get:
+      operationId: people_identity_read
+      description: ''
+      parameters: []
+      responses:
+        '200':
+          description: ''
+          schema:
+            $ref: '#/definitions/Identity'
+      tags:
+        - people
+    patch:
+      operationId: people_identity_partial_update
+      description: ''
+      parameters:
+        - name: data
+          in: body
+          required: true
+          schema:
+            $ref: '#/definitions/Identity'
+      responses:
+        '200':
+          description: ''
+          schema:
+            $ref: '#/definitions/Identity'
+      tags:
+        - people
+    parameters:
+      - name: person
+        in: path
+        required: true
+        type: string
   /plain/:
     get:
       operationId: plain_list
@@ -274,6 +388,24 @@ paths:
             $ref: '#/definitions/Snippet'
       tags:
         - snippets
+    delete:
+      operationId: snippetsDeleteBulk
+      description: SnippetList classdoc
+      parameters:
+        - name: data
+          in: body
+          required: true
+          schema:
+            type: object
+            properties:
+              body:
+                description: this should not crash (request body on DELETE method)
+                type: string
+      responses:
+        '204':
+          description: ''
+      tags:
+        - snippets
     parameters: []
   /snippets/{id}/:
     get:
@@ -328,9 +460,13 @@ paths:
           description: path parameter override
           required: true
           type: integer
+        - name: delete_form_param
+          in: formData
+          description: this should not crash (form parameter on DELETE method)
+          type: integer
       responses:
         '204':
-          description: ''
+          description: this should not crash (response object with no schema)
       tags:
         - snippets
     parameters:
@@ -339,6 +475,249 @@ paths:
         description: A unique integer value identifying this snippet.
         required: true
         type: integer
+  /todo/:
+    get:
+      operationId: todo_list
+      description: ''
+      parameters: []
+      responses:
+        '200':
+          description: ''
+          schema:
+            type: array
+            items:
+              $ref: '#/definitions/Todo'
+      tags:
+        - todo
+    parameters: []
+  /todo/another/:
+    get:
+      operationId: todo_another_list
+      description: ''
+      parameters: []
+      responses:
+        '200':
+          description: ''
+          schema:
+            type: array
+            items:
+              $ref: '#/definitions/TodoAnother'
+      tags:
+        - todo
+    parameters: []
+  /todo/another/{id}/:
+    get:
+      operationId: todo_another_read
+      description: ''
+      parameters: []
+      responses:
+        '200':
+          description: ''
+          schema:
+            $ref: '#/definitions/TodoAnother'
+      tags:
+        - todo
+    parameters:
+      - name: id
+        in: path
+        description: A unique integer value identifying this todo another.
+        required: true
+        type: integer
+  /todo/recursive/:
+    get:
+      operationId: todo_recursive_list
+      description: ''
+      parameters: []
+      responses:
+        '200':
+          description: ''
+          schema:
+            type: array
+            items:
+              $ref: '#/definitions/TodoRecursive'
+      tags:
+        - todo
+    post:
+      operationId: todo_recursive_create
+      description: ''
+      parameters:
+        - name: data
+          in: body
+          required: true
+          schema:
+            $ref: '#/definitions/TodoRecursive'
+      responses:
+        '201':
+          description: ''
+          schema:
+            $ref: '#/definitions/TodoRecursive'
+      tags:
+        - todo
+    parameters: []
+  /todo/recursive/{id}/:
+    get:
+      operationId: todo_recursive_read
+      description: ''
+      parameters: []
+      responses:
+        '200':
+          description: ''
+          schema:
+            $ref: '#/definitions/TodoRecursive'
+      tags:
+        - todo
+    put:
+      operationId: todo_recursive_update
+      description: ''
+      parameters:
+        - name: data
+          in: body
+          required: true
+          schema:
+            $ref: '#/definitions/TodoRecursive'
+      responses:
+        '200':
+          description: ''
+          schema:
+            $ref: '#/definitions/TodoRecursive'
+      tags:
+        - todo
+    patch:
+      operationId: todo_recursive_partial_update
+      description: ''
+      parameters:
+        - name: data
+          in: body
+          required: true
+          schema:
+            $ref: '#/definitions/TodoRecursive'
+      responses:
+        '200':
+          description: ''
+          schema:
+            $ref: '#/definitions/TodoRecursive'
+      tags:
+        - todo
+    delete:
+      operationId: todo_recursive_delete
+      description: ''
+      parameters: []
+      responses:
+        '204':
+          description: ''
+      tags:
+        - todo
+    parameters:
+      - name: id
+        in: path
+        description: A unique integer value identifying this todo tree.
+        required: true
+        type: integer
+  /todo/tree/:
+    get:
+      operationId: todo_tree_list
+      description: ''
+      parameters: []
+      responses:
+        '200':
+          description: ''
+          schema:
+            type: array
+            items:
+              $ref: '#/definitions/TodoTree'
+      tags:
+        - todo
+    parameters: []
+  /todo/tree/{id}/:
+    get:
+      operationId: todo_tree_read
+      description: ''
+      parameters: []
+      responses:
+        '200':
+          description: ''
+          schema:
+            $ref: '#/definitions/TodoTree'
+      tags:
+        - todo
+    parameters:
+      - name: id
+        in: path
+        description: A unique integer value identifying this todo tree.
+        required: true
+        type: integer
+  /todo/yetanother/:
+    get:
+      operationId: todo_yetanother_list
+      description: ''
+      parameters: []
+      responses:
+        '200':
+          description: ''
+          schema:
+            type: array
+            items:
+              $ref: '#/definitions/TodoYetAnother'
+      tags:
+        - todo
+    parameters: []
+  /todo/yetanother/{id}/:
+    get:
+      operationId: todo_yetanother_read
+      description: ''
+      parameters: []
+      responses:
+        '200':
+          description: ''
+          schema:
+            $ref: '#/definitions/TodoYetAnother'
+      tags:
+        - todo
+    parameters:
+      - name: id
+        in: path
+        description: A unique integer value identifying this todo yet another.
+        required: true
+        type: integer
+  /todo/{id}/:
+    get:
+      operationId: todo_read
+      description: ''
+      parameters: []
+      responses:
+        '200':
+          description: ''
+          schema:
+            $ref: '#/definitions/Todo'
+      tags:
+        - todo
+    parameters:
+      - name: id
+        in: path
+        description: A unique integer value identifying this todo.
+        required: true
+        type: integer
+  /todo/{todo_id}/yetanother/{yetanother_id}/:
+    get:
+      operationId: todo_yetanother_read
+      description: ''
+      parameters: []
+      responses:
+        '200':
+          description: ''
+          schema:
+            $ref: '#/definitions/TodoYetAnother'
+      tags:
+        - todo
+    parameters:
+      - name: todo_id
+        in: path
+        required: true
+        type: string
+      - name: yetanother_id
+        in: path
+        required: true
+        type: string
   /users/:
     get:
       operationId: users_list
@@ -349,6 +728,7 @@ paths:
           description: this field is generated from a query_serializer
           required: false
           type: string
+          minLength: 1
         - name: is_staff
           in: query
           description: this one too!
@@ -442,12 +822,14 @@ definitions:
     required:
       - title
       - body
+      - group
     type: object
     properties:
       title:
         description: title model help_text
         type: string
         maxLength: 255
+        minLength: 1
       author:
         description: The ID of the user that created this article; if none is provided,
           defaults to the currently logged in user.
@@ -457,6 +839,7 @@ definitions:
         description: body serializer help_text
         type: string
         maxLength: 5000
+        minLength: 1
       slug:
         description: slug model help_text
         type: string
@@ -478,6 +861,7 @@ definitions:
           description: but i needed to test these 2 fields somehow
           type: string
           format: uri
+          minLength: 1
         readOnly: true
       uuid:
         description: should articles have UUIDs?
@@ -491,6 +875,52 @@ definitions:
       cover_name:
         type: string
         readOnly: true
+      article_type:
+        description: IntegerField declared on model with choices=(...) and exposed
+          via ModelSerializer
+        type: integer
+        enum:
+          - 1
+          - 2
+          - 3
+          - 7
+          - 8
+      group:
+        type: string
+        format: uuid
+      original_group:
+        type: string
+        format: uuid
+        readOnly: true
+  Identity:
+    title: Identity
+    type: object
+    properties:
+      id:
+        title: ID
+        type: integer
+        readOnly: true
+      firstName:
+        title: FirstName
+        type: string
+        maxLength: 30
+        minLength: 1
+      lastName:
+        title: LastName
+        type: string
+        maxLength: 30
+        minLength: 1
+  Person:
+    required:
+      - identity
+    type: object
+    properties:
+      id:
+        title: ID
+        type: integer
+        readOnly: true
+      identity:
+        $ref: '#/definitions/Identity'
   Project:
     required:
       - projectName
@@ -501,10 +931,12 @@ definitions:
         title: Project name
         description: Name of the project
         type: string
+        minLength: 1
       githubRepo:
         title: Github repo
         description: Github repository of the project
         type: string
+        minLength: 1
   Snippet:
     required:
       - code
@@ -526,6 +958,7 @@ definitions:
         description: The ID of the user that created this snippet.
         type: string
         readOnly: true
+        minLength: 1
         title: Owner as string
       title:
         title: Title
@@ -534,11 +967,11 @@ definitions:
       code:
         title: Code
         type: string
+        minLength: 1
       linenos:
         title: Linenos
         type: boolean
       language:
-        title: Language
         description: Sample help text for language
         type: object
         properties:
@@ -983,7 +1416,6 @@ definitions:
               - zephir
             default: python
       styles:
-        title: Styles
         type: array
         items:
           type: string
@@ -1020,12 +1452,10 @@ definitions:
         default:
           - friendly
       lines:
-        title: Lines
         type: array
         items:
           type: integer
       exampleProjects:
-        title: Example projects
         type: array
         items:
           $ref: '#/definitions/Project'
@@ -1036,6 +1466,123 @@ definitions:
         type: number
         readOnly: true
         default: 6.9
+      rateAsString:
+        title: Rate as string
+        type: string
+        format: decimal
+        default: '0.000'
+      rate:
+        title: Rate
+        type: number
+        format: decimal
+        default: 0.0
+        minimum: 0.0
+  Todo:
+    required:
+      - title
+    type: object
+    properties:
+      title:
+        title: Title
+        type: string
+        maxLength: 50
+        minLength: 1
+  TodoAnother:
+    required:
+      - title
+      - todo
+    type: object
+    properties:
+      title:
+        title: Title
+        type: string
+        maxLength: 50
+        minLength: 1
+      todo:
+        $ref: '#/definitions/Todo'
+  TodoRecursive:
+    required:
+      - title
+    type: object
+    properties:
+      id:
+        title: ID
+        type: integer
+        readOnly: true
+      title:
+        title: Title
+        type: string
+        maxLength: 50
+        minLength: 1
+      parent:
+        $ref: '#/definitions/TodoRecursive'
+      parent_id:
+        type: integer
+        title: Parent id
+  TodoTree:
+    required:
+      - title
+      - children
+    type: object
+    properties:
+      id:
+        title: ID
+        type: integer
+        readOnly: true
+      title:
+        title: Title
+        type: string
+        maxLength: 50
+        minLength: 1
+      children:
+        type: array
+        items:
+          $ref: '#/definitions/TodoTree'
+  TodoYetAnother:
+    required:
+      - title
+    type: object
+    properties:
+      title:
+        title: Title
+        type: string
+        maxLength: 50
+        minLength: 1
+      todo:
+        required:
+          - title
+        type: object
+        properties:
+          id:
+            title: ID
+            type: integer
+            readOnly: true
+          title:
+            title: Title
+            type: string
+            maxLength: 50
+            minLength: 1
+          todo:
+            required:
+              - title
+            type: object
+            properties:
+              id:
+                title: ID
+                type: integer
+                readOnly: true
+              title:
+                title: Title
+                type: string
+                maxLength: 50
+                minLength: 1
+            readOnly: true
+        readOnly: true
+    example:
+      title: parent
+      todo:
+        title: child
+        todo: null
   UserSerializerrr:
     required:
       - username
@@ -1054,19 +1601,18 @@ definitions:
         type: string
         pattern: ^[\w.@+-]+$
         maxLength: 150
+        minLength: 1
       email:
         title: Email address
         type: string
         format: email
         maxLength: 254
       articles:
-        title: Articles
         type: array
         items:
           type: integer
         uniqueItems: true
       snippets:
-        title: Snippets
         type: array
         items:
           type: integer
@@ -1077,6 +1623,7 @@ definitions:
         type: string
         format: ipv4
         readOnly: true
+        minLength: 1
       last_connected_at:
         title: Last connected at
         description: really?
@@ -1084,7 +1631,6 @@ definitions:
         format: date
         readOnly: true
       article_slugs:
-        title: Article slugs
         type: array
         items:
           type: string

tests/test_reference_schema.py

@@ -46,3 +46,9 @@ def test_noop_inspectors(swagger_settings, mock_schema_request, codec_json, refe
     json_bytes = codec_json.encode(swagger)
     swagger_dict = json.loads(json_bytes.decode('utf-8'), object_pairs_hook=OrderedDict)
     compare_schemas(swagger_dict, reference_schema)
+
+
+def test_no_nested_model(swagger_dict):
+    # ForeignKey models in deep ModelViewSets might wrongly be labeled as 'Nested' in the definitions section
+    # see https://github.com/axnsan12/drf-yasg/issues/59
+    assert 'Nested' not in swagger_dict['definitions']

tests/test_schema_generator.py

@@ -2,11 +2,14 @@ import json
 from collections import OrderedDict
 
 import pytest
+from rest_framework import routers, serializers, viewsets
+from rest_framework.response import Response
 
 from drf_yasg import codecs, openapi
 from drf_yasg.codecs import yaml_sane_load
 from drf_yasg.errors import SwaggerGenerationError
 from drf_yasg.generators import OpenAPISchemaGenerator
+from drf_yasg.utils import swagger_auto_schema
 
 
 def test_schema_is_valid(swagger, codec_yaml):
@@ -79,3 +82,34 @@ def test_securiy_requirements(swagger_settings, mock_schema_request):
 
     swagger = generator.get_schema(mock_schema_request, public=True)
     assert swagger['security'] == []
+
+
+def test_replaced_serializer():
+    class DetailSerializer(serializers.Serializer):
+        detail = serializers.CharField()
+
+    class DetailViewSet(viewsets.ViewSet):
+        serializer_class = DetailSerializer
+
+        @swagger_auto_schema(responses={404: openapi.Response("Not found or Not accessible", DetailSerializer)})
+        def retrieve(self, request, pk=None):
+            serializer = DetailSerializer({'detail': None})
+            return Response(serializer.data)
+
+    router = routers.DefaultRouter()
+    router.register(r'details', DetailViewSet, base_name='details')
+
+    generator = OpenAPISchemaGenerator(
+        info=openapi.Info(title="Test generator", default_version="v1"),
+        version="v2",
+        url='',
+        patterns=router.urls
+    )
+
+    for _ in range(3):
+        swagger = generator.get_schema(None, True)
+        assert 'Detail' in swagger['definitions']
+        assert 'detail' in swagger['definitions']['Detail']['properties']
+        responses = swagger['paths']['/details/{id}/']['get']['responses']
+        assert '404' in responses
+        assert responses['404']['schema']['$ref'] == "#/definitions/Detail"

tests/test_swaggerdict.py

@@ -1,3 +1,6 @@
+from collections import OrderedDict
+from random import shuffle
+
 from drf_yasg import openapi
 
 
@@ -51,3 +54,15 @@ def test_trailing_underscore_stripped():
     del sd.in_
     assert 'in' not in sd
     assert not hasattr(sd, 'in__')
+
+
+def test_extra_ordering():
+    """Insertion order should also be consistent when setting undeclared parameters (kwargs) in SwaggerDict"""
+    extras = [('beta', 1), ('alpha', 2), ('omega', 3), ('gamma', 4)]
+    shuffled_extras = list(extras)
+    shuffle(shuffled_extras)
+
+    s1 = openapi.SwaggerDict(**OrderedDict(extras))
+    s2 = openapi.SwaggerDict(**OrderedDict(shuffled_extras))
+
+    assert list(s1.items()) == list(s2.items())

tox.ini

@@ -1,13 +1,14 @@
 [tox]
 envlist =
     py27-django111-drf37,
-    py{34,35,36}-django{111,20}-drf37,
+    py{34,35,36}-django{111,20}-drf{37,38},
     py36-django20-drfmaster,
     lint, docs
 
 [travis:env]
 DRF =
     3.7: drf37
+    3.8: drf38
     master: drfmaster
 
 [testenv]
@@ -16,6 +17,7 @@ deps =
     django20: Django>=2.0,<2.1
 
     drf37: djangorestframework>=3.7.7,<3.8
+    drf38: djangorestframework>=3.8.0,<3.9
 
     # test with the latest build of django-rest-framework to get early warning of compatibility issues
     drfmaster: https://github.com/encode/django-rest-framework/archive/master.tar.gz
@@ -44,7 +46,7 @@ commands =
 [pytest]
 DJANGO_SETTINGS_MODULE = testproj.settings.local
 python_paths = testproj
-addopts = -n 3
+addopts = -n 3 --ignore=node_modules
 
 [flake8]
 max-line-length = 120
@@ -63,7 +65,7 @@ known_standard_library =
     collections,copy,distutils,functools,inspect,io,json,logging,operator,os,pkg_resources,re,setuptools,sys,
     types,warnings
 known_third_party =
-    coreapi,coreschema,datadiff,dj_database_url,django,django_filters,djangorestframework_camel_case,flex,gunicorn,
-    inflection,pygments,pytest,rest_framework,ruamel,setuptools_scm,swagger_spec_validator,uritemplate,user_agents,
-    whitenoise
-known_first_party = drf_yasg,testproj,articles,snippets,users,urlconfs
+    coreapi,coreschema,datadiff,dj_database_url,django,django_filters,djangorestframework_camel_case,
+    rest_framework_recursive,flex,gunicorn,inflection,pygments,pytest,rest_framework,ruamel,setuptools_scm,
+    swagger_spec_validator,uritemplate,user_agents,whitenoise
+known_first_party = drf_yasg,testproj,articles,people,snippets,todo,users,urlconfs

update-ui.sh

@@ -2,7 +2,7 @@
 set -ev
 npm update
 
-cp node_modules/redoc/dist/redoc.min.js src/drf_yasg/static/drf-yasg/redoc/
+cp node_modules/redoc/bundles/redoc.standalone.js src/drf_yasg/static/drf-yasg/redoc/redoc.min.js
 cp -r node_modules/swagger-ui-dist src/drf_yasg/static/drf-yasg/
 pushd src/drf_yasg/static/drf-yasg/swagger-ui-dist/ >/dev/null
 rm -f package.json .npmignore README.md