Add requirements.txt and README instructions for test project setup

Closes #32.

.codecov.yml

@@ -11,14 +11,15 @@ coverage:
       default:
         enabled: yes
         target: auto
+        threshold: 100%
         if_no_uploads: error
         if_ci_failed: error
 
     patch:
       default:
         enabled: yes
-        target: 80%
+        target: 100%
-        threshold: 60%
+        threshold: 100%
         if_no_uploads: error
         if_ci_failed: error
 

.coveragerc

@@ -14,9 +14,12 @@ exclude_lines =
 
     # Don't complain if tests don't hit defensive assertion code:
     raise AssertionError
+    raise ImproperlyConfigured
     raise TypeError
     raise NotImplementedError
     warnings.warn
+    logger.warning
+    return NotHandled
 
     # Don't complain if non-runnable code isn't run:
     if 0:

.gitattributes

@@ -0,0 +1,2 @@
+* text=auto
+*.sh text eol=lf

.gitignore

@@ -1,4 +1,6 @@
 node_modules/
+testproj/db.sqlite3
+.vscode/
 
 # Created by .ignore support plugin (hsz.mobi)
 ### Python template

.travis.yml

@@ -10,21 +10,6 @@ python:
 env:
  - DRF=3.7
 
-matrix:
-  fast_finish: true
-  include:
-    - python: '3.5'
-      env: TOXENV=docs
-    - python: '2.7'
-      env: TOXENV=flake8
-    - python: '3.6'
-      env: DRF=master
-
-  allow_failures:
-    - env: TOXENV=flake8
-    - env: DRF=master
-    - python: '3.7-dev'
-
 install:
  - pip install -r requirements/ci.txt
 
@@ -40,3 +25,47 @@ after_success:
 branches:
   only:
     - master
+    - /^release\/.*$/
+    - /^v?\d+\.\d+(\.\d+)?(-?\S+)?$/
+
+notifications:
+  email:
+    on_success: always
+    on_failure: always
+
+jobs:
+  fast_finish: true
+
+  include:
+    - stage: test
+      python: '3.5'
+      env: TOXENV=docs
+    -
+      python: '2.7'
+      env: TOXENV=flake8
+    -
+      python: '3.6'
+      env: DRF=master
+
+    - stage: publish
+      python: '3.6'
+      script: skip
+      env:
+      deploy: &pypi
+        provider: pypi
+        user: cvijdea
+        password:
+          secure: 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
+        on:
+          tags: true
+        distributions: sdist
+
+  allow_failures:
+    - env: TOXENV=flake8
+    - env: DRF=master
+    - python: '3.7-dev'
+
+stages:
+  - test
+  - name: publish
+    if: tag IS present

CONTRIBUTING.rst

@@ -27,43 +27,55 @@ Pull requests
 
 You want to contribute some code? Great! Here are a few steps to get you started:
 
-#. Fork the repository on GitHub
+#. **Fork the repository on GitHub**
-#. Clone your fork and create a branch for the code you want to add
+#. **Clone your fork and create a branch for the code you want to add**
-#. Create a new virtualenv and install the package in development mode
+#. **Create a new virtualenv and install the package in development mode**
 
    .. code:: console
 
       $ virtualenv venv
       $ source venv/bin/activate
       (venv) $ pip install -e .[validation]
-      (venv) $ pip install -rrequirements/dev.txt -rrequirements/test.txt
+      (venv) $ pip install -rrequirements/dev.txt -rrequirements/test.txt "Django>=1.11.7"
 
-#. Make your changes and check them against the test project
+#. **Make your changes and check them against the test project**
 
    .. code:: console
 
       (venv) $ cd testproj
+      (venv) $ python manage.py migrate
+      (venv) $ python manage.py shell -c "import createsuperuser"
       (venv) $ python manage.py runserver
-      (venv) $ curl localhost:8000/swagger.yaml
+      (venv) $ firefox localhost:8000/swagger/
 
-#. Update the tests if necessary
+#. **Update the tests if necessary**
 
    You can find them in the ``tests`` directory.
 
-   If your change modifies the expected schema output, you should download the new generated ``swagger.yaml``, diff it
+   If your change modifies the expected schema output, you should regenerate the reference schema at
-   against the old reference output in ``tests/reference.yaml``, and replace it after checking that no unexpected
+   ``tests/reference.yaml``:
-   changes appeared.
-
-#. Run tests. The project is setup to use tox and pytest for testing
 
    .. code:: console
 
+      (venv) $ cd testproj
+      (venv) $ python manage.py generate_swagger ../tests/reference.yaml --overwrite --user admin --url http://test.local:8002/
+
+   After checking the git diff to verify that no unexpected changes appeared, you should commit the new
+   ``reference.yaml`` together with your changes.
+
+#. **Run tests. The project is setup to use tox and pytest for testing**
+
+   .. code:: console
+
+      # (optional) sort imports with isort and check flake8 linting
+      (venv) $ isort --apply
+      (venv) $ flake8 src/drf_yasg testproj tests setup.py
       # run tests in the current environment, faster than tox
       (venv) $ pytest --cov
       # (optional) run tests for other python versions in separate environments
       (venv) $ tox
 
-#. Update documentation
+#. **Update documentation**
 
    If the change modifies behaviour or adds new features, you should update the documentation and ``README.rst``
    accordingly. Documentation is written in reStructuredText and built using Sphinx. You can find the sources in the
@@ -75,10 +87,11 @@ You want to contribute some code? Great! Here are a few steps to get you started
 
       (venv) $ tox -e docs
 
-#. Push your branch and submit a pull request to the master branch on GitHub
+#. **Push your branch and submit a pull request to the master branch on GitHub**
 
    Incomplete/Work In Progress pull requests are encouraged, because they allow you to get feedback and help more
    easily.
 
-#. Your code must pass all the required travis jobs before it is merged. As of now, this includes running on
+#. **Your code must pass all the required travis jobs before it is merged**
-   Python 2.7, 3.4, 3.5 and 3.6, and building the docs succesfully.
+
+   As of now, this consists of running on Python 2.7, 3.4, 3.5 and 3.6, and building the docs succesfully.

README.rst

@@ -29,12 +29,12 @@ Features
 -  customization hooks at all points in the spec generation process
 -  JSON and YAML format for spec
 -  bundles latest version of
-   `swagger-ui <https://github.com/swagger-api/swagger-ui>`__ and
+   `swagger-ui <https://github.com/swagger-api/swagger-ui>`_ and
-   `redoc <https://github.com/Rebilly/ReDoc>`__ for viewing the generated documentation
+   `redoc <https://github.com/Rebilly/ReDoc>`_ for viewing the generated documentation
 -  schema view is cacheable out of the box
 -  generated Swagger schema can be automatically validated by
-   `swagger-spec-validator <https://github.com/Yelp/swagger_spec_validator>`__ or
+   `swagger-spec-validator <https://github.com/Yelp/swagger_spec_validator>`_ or
-   `flex <https://github.com/pipermerriam/flex>`__
+   `flex <https://github.com/pipermerriam/flex>`_
 
 .. figure:: https://raw.githubusercontent.com/axnsan12/drf-yasg/1.0.2/screenshots/redoc-nested-response.png
    :width: 100%
@@ -141,6 +141,7 @@ This exposes 4 cached, validated and publicly available endpoints:
 2. Configuration
 ================
 
+---------------------------------
 a. ``get_schema_view`` parameters
 ---------------------------------
 
@@ -153,6 +154,7 @@ a. ``get_schema_view`` parameters
 - ``authentication_classes`` - authentication classes for the schema view itself
 - ``permission_classes`` - permission classes for the schema view itself
 
+-------------------------------
 b. ``SchemaView`` options
 -------------------------------
 
@@ -169,6 +171,7 @@ All of the first 3 methods take two optional arguments,
 to Django’s :python:`cached_page` decorator in order to enable caching on the
 resulting view. See `3. Caching`_.
 
+----------------------------------------------
 c. ``SWAGGER_SETTINGS`` and ``REDOC_SETTINGS``
 ----------------------------------------------
 
@@ -177,42 +180,67 @@ The possible settings and their default values are as follows:
 
 .. code:: python
 
-    SWAGGER_SETTINGS = {
+   SWAGGER_SETTINGS = {
-        'USE_SESSION_AUTH': True,  # add Django Login and Django Logout buttons, CSRF token to swagger UI page
+      # default inspector classes, see advanced documentation
-        'LOGIN_URL': getattr(django.conf.settings, 'LOGIN_URL', None),  # URL for the login button
+      'DEFAULT_AUTO_SCHEMA_CLASS': 'drf_yasg.inspectors.SwaggerAutoSchema',
-        'LOGOUT_URL': getattr(django.conf.settings, 'LOGOUT_URL', None),  # URL for the logout button
+      'DEFAULT_FIELD_INSPECTORS': [
+         'drf_yasg.inspectors.CamelCaseJSONFilter',
+         'drf_yasg.inspectors.ReferencingSerializerInspector',
+         'drf_yasg.inspectors.RelatedFieldInspector',
+         'drf_yasg.inspectors.ChoiceFieldInspector',
+         'drf_yasg.inspectors.FileFieldInspector',
+         'drf_yasg.inspectors.DictFieldInspector',
+         'drf_yasg.inspectors.SimpleFieldInspector',
+         'drf_yasg.inspectors.StringDefaultFieldInspector',
+      ],
+      'DEFAULT_FILTER_INSPECTORS': [
+         'drf_yasg.inspectors.CoreAPICompatInspector',
+      ],
+      'DEFAULT_PAGINATOR_INSPECTORS': [
+         'drf_yasg.inspectors.DjangoRestResponsePagination',
+         'drf_yasg.inspectors.CoreAPICompatInspector',
+      ],
 
-        # Swagger security definitions to include in the schema;
+      # default api Info if none is otherwise given; should be an import string to an openapi.Info object
-        # see https://github.com/OAI/OpenAPI-Specification/blob/master/versions/2.0.md#security-definitions-object
+      'DEFAULT_INFO': None,
-        'SECURITY_DEFINITIONS': {
+      # default API url if none is otherwise given
-            'basic': {
+      'DEFAULT_API_URL': '',
-                'type': 'basic'
-            }
-        },
 
-        # url to an external Swagger validation service; defaults to 'http://online.swagger.io/validator/'
+      'USE_SESSION_AUTH': True,  # add Django Login and Django Logout buttons, CSRF token to swagger UI page
-        # set to None to disable the schema validation badge in the UI
+      'LOGIN_URL': getattr(django.conf.settings, 'LOGIN_URL', None),  # URL for the login button
-        'VALIDATOR_URL': '',
+      'LOGOUT_URL': getattr(django.conf.settings, 'LOGOUT_URL', None),  # URL for the logout button
 
-        # swagger-ui configuration settings, see https://github.com/swagger-api/swagger-ui/blob/112bca906553a937ac67adc2e500bdeed96d067b/docs/usage/configuration.md#parameters
+      # Swagger security definitions to include in the schema;
-        'OPERATIONS_SORTER': None,
+      # see https://github.com/OAI/OpenAPI-Specification/blob/master/versions/2.0.md#security-definitions-object
-        'TAGS_SORTER': None,
+      'SECURITY_DEFINITIONS': {
-        'DOC_EXPANSION': 'list',
+         'basic': {
-        'DEEP_LINKING': False,
+            'type': 'basic'
-        'SHOW_EXTENSIONS': True,
+         }
-        'DEFAULT_MODEL_RENDERING': 'model',
+      },
-        'DEFAULT_MODEL_DEPTH': 2,
+
-    }
+      # url to an external Swagger validation service; defaults to 'http://online.swagger.io/validator/'
+      # set to None to disable the schema validation badge in the UI
+      'VALIDATOR_URL': '',
+
+      # swagger-ui configuration settings, see https://github.com/swagger-api/swagger-ui/blob/112bca906553a937ac67adc2e500bdeed96d067b/docs/usage/configuration.md#parameters
+      'OPERATIONS_SORTER': None,
+      'TAGS_SORTER': None,
+      'DOC_EXPANSION': 'list',
+      'DEEP_LINKING': False,
+      'SHOW_EXTENSIONS': True,
+      'DEFAULT_MODEL_RENDERING': 'model',
+      'DEFAULT_MODEL_DEPTH': 3,
+   }
 
 .. code:: python
 
-    REDOC_SETTINGS = {
+   REDOC_SETTINGS = {
-        # ReDoc UI configuration settings, see https://github.com/Rebilly/ReDoc#redoc-tag-attributes
+      # ReDoc UI configuration settings, see https://github.com/Rebilly/ReDoc#redoc-tag-attributes
-        'LAZY_RENDERING': True,
+      'LAZY_RENDERING': True,
-        'HIDE_HOSTNAME': False,
+      'HIDE_HOSTNAME': False,
-        'EXPAND_RESPONSES': 'all',
+      'EXPAND_RESPONSES': 'all',
-        'PATH_IN_MIDDLE': False,
+      'PATH_IN_MIDDLE': False,
-    }
+   }
 
 3. Caching
 ==========
@@ -241,6 +269,7 @@ Caching can mitigate the speed impact of validation.
 The provided validation will catch syntactic errors, but more subtle violations of the spec might slip by them. To
 ensure compatibility with code generation tools, it is recommended to also employ one or more of the following methods:
 
+-------------------------------
 ``swagger-ui`` validation badge
 -------------------------------
 
@@ -271,6 +300,7 @@ If your schema is not accessible from the internet, you can run a local copy of
     $ curl http://localhost:8189/debug?url=http://test.local:8002/swagger/?format=openapi
     {}
 
+---------------------
 Using ``swagger-cli``
 ---------------------
 
@@ -283,6 +313,7 @@ https://www.npmjs.com/package/swagger-cli
     $ swagger-cli validate http://test.local:8002/swagger.yaml
     http://test.local:8002/swagger.yaml is valid
 
+--------------------------------------------------------------
 Manually on `editor.swagger.io <https://editor.swagger.io/>`__
 --------------------------------------------------------------
 
@@ -303,6 +334,26 @@ You can use the specification outputted by this library together with
 
 See the github page linked above for more details.
 
+.. _readme-testproj:
+
+6. Example project
+==================
+
+For additional usage examples, you can take a look at the test project in the ``testproj`` directory:
+
+.. code:: console
+
+   $ git clone https://github.com/axnsan12/drf-yasg.git
+   $ cd drf-yasg
+   $ virtualenv venv
+   $ source venv/bin/activate
+   (venv) $ cd testproj
+   (venv) $ pip install -r requirements.txt
+   (venv) $ python manage.py migrate
+   (venv) $ python manage.py shell -c "import createsuperuser"
+   (venv) $ python manage.py runserver
+   (venv) $ firefox localhost:8000/swagger/
+
 **********
 Background
 **********
@@ -345,10 +396,16 @@ named schemas.
 
 Both projects are also currently unmantained.
 
-Documentation, advanced usage
+************************
-=============================
+Third-party integrations
+************************
 
-https://drf-yasg.readthedocs.io/en/latest/
+djangorestframework-camel-case
+===============================
+
+Integration with `djangorestframework-camel-case <https://github.com/vbabiy/djangorestframework-camel-case>`_ is
+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.
 
 .. |travis| image:: https://img.shields.io/travis/axnsan12/drf-yasg/master.svg
    :target: https://travis-ci.org/axnsan12/drf-yasg
@@ -359,7 +416,7 @@ https://drf-yasg.readthedocs.io/en/latest/
    :alt: Codecov
 
 .. |pypi-version| image:: https://img.shields.io/pypi/v/drf-yasg.svg
-   :target: https://pypi.org/project/drf-yasg/
+   :target: https://pypi.python.org/pypi/drf-yasg/
    :alt: PyPI
 
 .. |rtd-badge| image:: https://img.shields.io/readthedocs/drf-yasg.svg

docs/_static/css/style.css

@@ -0,0 +1,18 @@
+.versionadded, .versionchanged, .deprecated {
+    font-family: "Roboto", Corbel, Avenir, "Lucida Grande", "Lucida Sans", sans-serif;
+    padding: 10px 13px;
+    border: 1px solid rgb(137, 191, 4);
+    border-radius: 4px;
+    margin-bottom: 10px;
+}
+
+.versionmodified {
+    font-weight: bold;
+    display: block;
+}
+
+.versionadded p, .versionchanged p, .deprecated p,
+/*override fucking !important by being more specific */
+.rst-content dl .versionadded p, .rst-content dl .versionchanged p {
+    margin: 0 !important;
+}

docs/_templates/layout.html

@@ -0,0 +1,4 @@
+{% extends "!layout.html" %}
+{% block extrahead %}
+    <meta name="google-site-verification" content="saewLzcrUS1lAAgNVIikKWc3DUbFcE-TWtpyw3AW8CA" />
+{% endblock %}

docs/changelog.rst

@@ -3,20 +3,72 @@ Changelog
 #########
 
 
+*********
+**1.1.2**
+*********
+
+- **IMPROVED:** updated ``swagger-ui`` to version 3.8.1
+- **IMPROVED:** removed some unneeded static files
+
+*********
+**1.1.1**
+*********
+
+- **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 ``$``
+
+*********
+**1.1.0**
+*********
+
+- **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>`
+- **ADDED:** added ``operation_id`` parameter to :func:`@swagger_auto_schema <.swagger_auto_schema>`
+- **ADDED:** integration with `djangorestframework-camel-case
+  <https://github.com/vbabiy/djangorestframework-camel-case>`_ (:issue:`28`)
+- **IMPROVED:** strings, arrays and integers will now have min/max validation attributes inferred from the
+  field-level validators
+- **FIXED:** fixed a bug that caused ``title`` to never be generated for Schemas; ``title`` is now correctly
+  populated from the field's ``label`` property
+
+*********
+**1.0.6**
+*********
+
+- **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
+- **IMPROVED:** ``PrimaryKeyRelatedField`` and ``SlugRelatedField`` will now have
+  appropriate types based on the related model (:pr:`26`)
+- **IMPROVED:** mock views will now have a bound request even with ``public=False`` (:pr:`23`)
+
+*********
+**1.0.5**
+*********
+
+- **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>`_
+- **IMPROVED:** updated ``swagger-ui`` to version 3.7.0
+- **IMPROVED:** ``FileField`` is now generated as an URL or file name in response Schemas
+  (:pr:`21`, thanks to :ghuser:`h-hirokawa`)
+
 *********
 **1.0.4**
 *********
 
-- **FIX:** fixed improper generation of YAML references
+- **FIXED:** fixed improper generation of YAML references
-- **FEATURE:** added ``query_serializer`` parameter to
+- **ADDED:** added ``query_serializer`` parameter to
   :func:`@swagger_auto_schema <.swagger_auto_schema>` (:issue:`16`, :pr:`17`)
 
 *********
 **1.0.3**
 *********
 
-- **FIX:** fixed bug that caused schema views returned from cache to fail (:issue:`14`)
+- **FIXED:** fixed bug that caused schema views returned from cache to fail (:issue:`14`)
-- **FIX:** disabled automatic generation of response schemas for form operations to avoid confusing errors caused by
+- **FIXED:** disabled automatic generation of response schemas for form operations to avoid confusing errors caused by
   attempting to shove file parameters into Schema objects
 
 *********

docs/conf.py

@@ -3,7 +3,9 @@
 #
 # drf-yasg documentation build configuration file, created by
 # sphinx-quickstart on Sun Dec 10 15:20:34 2017.
+import inspect
 import os
+import re
 import sys
 
 import sphinx_rtd_theme
@@ -67,9 +69,6 @@ pygments_style = 'sphinx'
 
 modindex_common_prefix = ['drf_yasg.']
 
-# If true, `todo` and `todoList` produce output, else they produce nothing.
-todo_include_todos = False
-
 # -- Options for HTML output ----------------------------------------------
 
 # The theme to use for HTML and HTML Help pages.  See the documentation for
@@ -168,6 +167,7 @@ nitpick_ignore = [
 
     ('py:class', 'ruamel.yaml.dumper.SafeDumper'),
     ('py:class', 'rest_framework.renderers.BaseRenderer'),
+    ('py:class', 'rest_framework.schemas.generators.EndpointEnumerator'),
     ('py:class', 'rest_framework.views.APIView'),
 
     ('py:class', 'OpenAPICodecYaml'),
@@ -184,15 +184,18 @@ nitpick_ignore = [
     ('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'),
 ]
 
@@ -213,42 +216,99 @@ import drf_yasg.views  # noqa: E402
 
 drf_yasg.views.SchemaView = drf_yasg.views.get_schema_view(None)
 
+# monkey patch to stop sphinx from trying to find classes by their real location instead of the
+# top-level __init__ alias; this allows us to document only `drf_yasg.inspectors` and avoid broken references or
+# double documenting
+
+import drf_yasg.inspectors  # noqa: E402
+
+
+def redirect_cls(cls):
+    if cls.__module__.startswith('drf_yasg.inspectors'):
+        return getattr(drf_yasg.inspectors, cls.__name__)
+    return cls
+
+
+for cls_name in drf_yasg.inspectors.__all__:
+    # first pass - replace all classes' module with the top level module
+    real_cls = getattr(drf_yasg.inspectors, cls_name)
+    if not inspect.isclass(real_cls):
+        continue
+
+    patched_dict = dict(real_cls.__dict__)
+    patched_dict.update({'__module__': 'drf_yasg.inspectors'})
+    patched_cls = type(cls_name, real_cls.__bases__, patched_dict)
+    setattr(drf_yasg.inspectors, cls_name, patched_cls)
+
+for cls_name in drf_yasg.inspectors.__all__:
+    # second pass - replace the inheritance bases for all classes to point to the new clean classes
+    real_cls = getattr(drf_yasg.inspectors, cls_name)
+    if not inspect.isclass(real_cls):
+        continue
+
+    patched_bases = tuple(redirect_cls(base) for base in real_cls.__bases__)
+    patched_cls = type(cls_name, patched_bases, dict(real_cls.__dict__))
+    setattr(drf_yasg.inspectors, cls_name, patched_cls)
+
 # custom interpreted role for linking to GitHub issues and pull requests
 # use as :issue:`14` or :pr:`17`
-gh_issue_uri = "https://github.com/axnsan12/drf-yasg/issues/%d"
+gh_issue_uri = "https://github.com/axnsan12/drf-yasg/issues/{}"
-gh_pr_uri = "https://github.com/axnsan12/drf-yasg/pull/%d"
+gh_pr_uri = "https://github.com/axnsan12/drf-yasg/pull/{}"
+gh_user_uri = "https://github.com/{}"
+
+
+def sphinx_err(inliner, lineno, rawtext, msg):
+    msg = inliner.reporter.error(msg, line=lineno)
+    prb = inliner.problematic(rawtext, rawtext, msg)
+    return [prb], [msg]
+
+
+def sphinx_ref(options, rawtext, text, ref):
+    set_classes(options)
+    node = nodes.reference(rawtext, text, refuri=ref, **options)
+    return [node], []
+
+
+def role_github_user(name, rawtext, text, lineno, inliner, options=None, content=None):
+    options = options or {}
+    content = content or []
+
+    if not re.match(r"^[a-z\d](?:[a-z\d]|-(?=[a-z\d])){0,38}$", text):
+        return sphinx_err(inliner, lineno, rawtext, '"%s" is not a valid GitHub username.' % text)
+
+    ref = gh_user_uri.format(text)
+    text = '@' + utils.unescape(text)
+    return sphinx_ref(options, rawtext, text, ref)
 
 
 def role_github_pull_request_or_issue(name, rawtext, text, lineno, inliner, options=None, content=None):
     options = options or {}
     content = content or []
     try:
-        ghid = int(text)
+        if int(text) <= 0:
-        if ghid <= 0:
             raise ValueError
     except ValueError:
-        msg = inliner.reporter.error(
+        return sphinx_err(
-            'GitHub pull request or issue number must be a number greater than or equal to 1; '
+            inliner, lineno, rawtext,
-            '"%s" is invalid.' % text, line=lineno
+            'GitHub pull request or issue number must be a number greater than or equal to 1; "%s" is invalid.' % text
         )
-        prb = inliner.problematic(rawtext, rawtext, msg)
-        return [prb], [msg]
-        # Base URL mainly used by inliner.rfc_reference, so this is correct:
 
     if name == 'pr':
         ref = gh_pr_uri
     elif name == 'issue':
         ref = gh_issue_uri
     else:
-        msg = inliner.reporter.error('unknown tag name for GitHub reference - "%s"' % name, line=lineno)
+        return sphinx_err(inliner, lineno, rawtext, 'unknown role name for GitHub reference - "%s"' % name)
-        prb = inliner.problematic(rawtext, rawtext, msg)
-        return [prb], [msg]
 
-    ref = ref % ghid
+    ref = ref.format(text)
-    set_classes(options)
+    text = '#' + utils.unescape(text)
-    node = nodes.reference(rawtext, '#' + utils.unescape(text), refuri=ref, **options)
+    return sphinx_ref(options, rawtext, text, ref)
-    return [node], []
 
 
 roles.register_local_role('pr', role_github_pull_request_or_issue)
 roles.register_local_role('issue', role_github_pull_request_or_issue)
+roles.register_local_role('ghuser', role_github_user)
+
+
+def setup(app):
+    app.add_stylesheet('css/style.css')

docs/custom_spec.rst

@@ -138,7 +138,7 @@ The ``@swagger_auto_schema`` decorator
 You can use the :func:`@swagger_auto_schema <.swagger_auto_schema>` decorator on view functions to override
 some properties of the generated :class:`.Operation`. For example, in a ``ViewSet``,
 
-.. code:: python
+.. code-block:: python
 
    @swagger_auto_schema(operation_description="partial_update description override", responses={404: 'slug not found'})
    def partial_update(self, request, *args, **kwargs):
@@ -153,12 +153,14 @@ Where you can use the :func:`@swagger_auto_schema <.swagger_auto_schema>` decora
 * for function based ``@api_view``\ s, because the same view can handle multiple methods, and thus represent multiple
   operations, you have to add the decorator multiple times if you want to override different operations:
 
-   .. code:: python
+   .. code-block:: python
 
       test_param = openapi.Parameter('test', openapi.IN_QUERY, description="test manual param", type=openapi.TYPE_BOOLEAN)
       user_response = openapi.Response('response description', UserSerializer)
 
+      # 'method' can be used to customize a single HTTP method of a view
       @swagger_auto_schema(method='get', manual_parameters=[test_param], responses={200: user_response})
+      # 'methods' can be used to apply the same modification to multiple methods
       @swagger_auto_schema(methods=['put', 'post'], request_body=UserSerializer)
       @api_view(['GET', 'PUT', 'POST'])
       def user_detail(request, pk):
@@ -167,7 +169,7 @@ Where you can use the :func:`@swagger_auto_schema <.swagger_auto_schema>` decora
 * for class based ``APIView``, ``GenericAPIView`` and non-``ViewSet`` derivatives, you have to decorate the respective
   method of each operation:
 
-   .. code:: python
+   .. code-block:: python
 
       class UserList(APIView):
          @swagger_auto_schema(responses={200: UserSerializer(many=True)})
@@ -184,9 +186,10 @@ Where you can use the :func:`@swagger_auto_schema <.swagger_auto_schema>` decora
   respond to multiple HTTP methods and thus have multiple operations that must be decorated separately:
 
 
-   .. code:: python
+   .. code-block:: python
 
       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'])
          def today(self, request):
@@ -206,16 +209,103 @@ Where you can use the :func:`@swagger_auto_schema <.swagger_auto_schema>` decora
          def partial_update(self, request, *args, **kwargs):
             ...
 
+.. Tip::
+
+   If you want to customize the generation of a method you are not implementing yourself, you can use
+   ``swagger_auto_schema`` in combination with Django's ``method_decorator``:
+
+   .. code-block:: python
+
+      @method_decorator(name='list', decorator=swagger_auto_schema(
+          operation_description="description from swagger_auto_schema via method_decorator"
+      ))
+      class ArticleViewSet(viewsets.ModelViewSet):
+         ...
+
+   This allows you to avoid unnecessarily overriding the method.
+
+.. Tip::
+
+   You can go even further and directly decorate the result of ``as_view``, in the same manner you would
+   override an ``@api_view`` as described above:
+
+   .. code-block:: python
+
+      decorated_login_view = \
+         swagger_auto_schema(
+            method='post',
+            responses={status.HTTP_200_OK: LoginResponseSerializer}
+         )(LoginView.as_view())
+
+      urlpatterns = [
+         ...
+         url(r'^login/$', decorated_login_view, name='login')
+      ]
+
+   This can allow you to avoid skipping an unnecessary *subclass* altogether.
+
+.. Warning::
+
+   However, do note that both of the methods above can lead to unexpected (and maybe surprising) results by
+   replacing/decorating methods on the base class itself.
+
+
+********************************
+Serializer ``Meta`` nested class
+********************************
+
+You can define some per-serializer options by adding a ``Meta`` class to your serializer, e.g.:
+
+.. code-block:: python
+
+   class WhateverSerializer(Serializer):
+      ...
+
+      class Meta:
+         ... options here ...
+
+Currently, the only option you can add here is
+
+   * ``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
 
 *************************
 Subclassing and extending
 *************************
 
-For more advanced control you can subclass :class:`.SwaggerAutoSchema` - see the documentation page for a list of
+
-methods you can override.
+---------------------
+``SwaggerAutoSchema``
+---------------------
+
+For more advanced control you can subclass :class:`~.inspectors.SwaggerAutoSchema` - see the documentation page
+for a list of methods you can override.
 
 You can put your custom subclass to use by setting it on a view method using the
-:func:`@swagger_auto_schema <.swagger_auto_schema>` decorator described above.
+:ref:`@swagger_auto_schema <custom-spec-swagger-auto-schema>` decorator described above, by setting it as a
+class-level attribute named ``swagger_schema`` on the view class, or
+:ref:`globally via settings <default-class-settings>`.
+
+For example, to generate all operation IDs as camel case, you could do:
+
+.. code-block:: python
+
+   from inflection import camelize
+
+   class CamelCaseOperationIDAutoSchema(SwaggerAutoSchema):
+      def get_operation_id(self, operation_keys):
+         operation_id = super(CamelCaseOperationIDAutoSchema, self).get_operation_id(operation_keys)
+         return camelize(operation_id, uppercase_first_letter=False)
+
+
+   SWAGGER_SETTINGS = {
+      'DEFAULT_AUTO_SCHEMA_CLASS': 'path.to.CamelCaseOperationIDAutoSchema',
+      ...
+   }
+
+--------------------------
+``OpenAPISchemaGenerator``
+--------------------------
 
 If you need to control things at a higher level than :class:`.Operation` objects (e.g. overall document structure,
 vendor extensions in metadata) you can also subclass :class:`.OpenAPISchemaGenerator` - again, see the documentation
@@ -223,3 +313,88 @@ page for a list of its methods.
 
 This custom generator can be put to use by setting it as the :attr:`.generator_class` of a :class:`.SchemaView` using
 :func:`.get_schema_view`.
+
+.. _custom-spec-inspectors:
+
+---------------------
+``Inspector`` classes
+---------------------
+
+.. versionadded:: 1.1
+
+For customizing behavior related to specific field, serializer, filter or paginator classes you can implement the
+:class:`~.inspectors.FieldInspector`, :class:`~.inspectors.SerializerInspector`, :class:`~.inspectors.FilterInspector`,
+:class:`~.inspectors.PaginatorInspector` classes and use them with
+:ref:`@swagger_auto_schema <custom-spec-swagger-auto-schema>` or one of the
+:ref:`related settings <default-class-settings>`.
+
+A :class:`~.inspectors.FilterInspector` that adds a description to all ``DjangoFilterBackend`` parameters could be
+implemented like so:
+
+.. code-block:: python
+
+   class DjangoFilterDescriptionInspector(CoreAPICompatInspector):
+      def get_filter_parameters(self, filter_backend):
+         if isinstance(filter_backend, DjangoFilterBackend):
+            result = super(DjangoFilterDescriptionInspector, self).get_filter_parameters(filter_backend)
+            for param in result:
+               if not param.get('description', ''):
+                  param.description = "Filter the returned list by {field_name}".format(field_name=param.name)
+
+            return result
+
+         return NotHandled
+
+   @method_decorator(name='list', decorator=swagger_auto_schema(
+      filter_inspectors=[DjangoFilterDescriptionInspector]
+   ))
+   class ArticleViewSet(viewsets.ModelViewSet):
+      filter_backends = (DjangoFilterBackend,)
+      filter_fields = ('title',)
+      ...
+
+
+A second example, of a :class:`~.inspectors.FieldInspector` that removes the ``title`` attribute from all generated
+:class:`.Schema` objects:
+
+.. code-block:: python
+
+   class NoSchemaTitleInspector(FieldInspector):
+      def process_result(self, result, method_name, obj, **kwargs):
+         # remove the `title` attribute of all Schema objects
+         if isinstance(result, openapi.Schema.OR_REF):
+            # traverse any references and alter the Schema object in place
+            schema = openapi.resolve_ref(result, self.components)
+            schema.pop('title', None)
+
+            # no ``return schema`` here, because it would mean we always generate
+            # an inline `object` instead of a definition reference
+
+         # return back the same object that we got - i.e. a reference if we got a reference
+         return result
+
+
+   class NoTitleAutoSchema(SwaggerAutoSchema):
+      field_inspectors = [NoSchemaTitleInspector] + swagger_settings.DEFAULT_FIELD_INSPECTORS
+
+   class ArticleViewSet(viewsets.ModelViewSet):
+      swagger_schema = NoTitleAutoSchema
+      ...
+
+
+.. Note::
+
+   A note on references - :class:`.Schema` objects are sometimes output by reference (:class:`.SchemaRef`); in fact,
+   that is how named models are implemented in OpenAPI:
+
+      - in the output swagger document there is a ``definitions`` section containing :class:`.Schema` objects for all
+        models
+      - every usage of a model refers to that single :class:`.Schema` object - for example, in the ArticleViewSet
+        above, all requests and responses containg an ``Article`` model would refer to the same schema definition by a
+        ``'$ref': '#/definitions/Article'``
+
+   This is implemented by only generating **one** :class:`.Schema` object for every serializer **class** encountered.
+
+   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.

docs/drf_yasg.rst

@@ -1,14 +1,6 @@
 drf\_yasg package
 ====================
 
-drf\_yasg\.app\_settings
-----------------------------------
-
-.. automodule:: drf_yasg.app_settings
-    :members:
-    :undoc-members:
-    :show-inheritance:
-
 drf\_yasg\.codecs
 ---------------------------
 
@@ -16,7 +8,7 @@ drf\_yasg\.codecs
     :members:
     :undoc-members:
     :show-inheritance:
-    :exclude-members: SaneYamlDumper
+    :exclude-members: SaneYamlDumper,SaneYamlLoader
 
 drf\_yasg\.errors
 ---------------------------
@@ -37,6 +29,8 @@ drf\_yasg\.generators
 drf\_yasg\.inspectors
 -------------------------------
 
+.. autodata:: drf_yasg.inspectors.NotHandled
+
 .. automodule:: drf_yasg.inspectors
     :members:
     :undoc-members:

docs/rendering.rst

@@ -2,6 +2,7 @@
 Serving the schema
 ##################
 
+
 ************************************************
 ``get_schema_view`` and the ``SchemaView`` class
 ************************************************
@@ -14,7 +15,7 @@ in the README for a usage example.
 
 You can also subclass :class:`.SchemaView` by extending the return value of :func:`.get_schema_view`, e.g.:
 
-.. code:: python
+.. code-block:: python
 
     SchemaView = get_schema_view(info, ...)
 
@@ -33,3 +34,27 @@ codec and the view.
 
 You can use your custom renderer classes as kwargs to :meth:`.SchemaView.as_cached_view` or by subclassing
 :class:`.SchemaView`.
+
+.. _management-command:
+
+******************
+Management command
+******************
+
+.. versionadded:: 1.1.1
+
+If you only need a swagger spec file in YAML or JSON format, you can use the ``generate_swagger`` management command
+to get it without having to start the web server:
+
+.. code-block:: console
+
+   $ python manage.py generate_swagger swagger.json
+
+See the command help for more advanced options:
+
+.. code-block:: console
+
+   $ python manage.py generate_swagger --help
+   usage: manage.py generate_swagger [-h] [--version] [-v {0,1,2,3}]
+      ... more options ...
+

docs/settings.rst

@@ -15,7 +15,7 @@ Example:
 
 **settings.py**
 
-.. code:: python
+.. code-block:: python
 
    SWAGGER_SETTINGS = {
        'SECURITY_DEFINITIONS': {
@@ -37,6 +37,79 @@ The possible settings and their default values are as follows:
 ``SWAGGER_SETTINGS``
 ********************
 
+
+.. _default-class-settings:
+
+Default classes
+===============
+
+DEFAULT_AUTO_SCHEMA_CLASS
+-------------------------
+
+:class:`~.inspectors.ViewInspector` subclass that will be used by default for generating :class:`.Operation`
+objects when iterating over endpoints. Can be overriden by using the `auto_schema` argument of
+:func:`@swagger_auto_schema <.swagger_auto_schema>` or by a ``swagger_schema`` attribute on the view class.
+
+**Default**: :class:`drf_yasg.inspectors.SwaggerAutoSchema`
+
+DEFAULT_FIELD_INSPECTORS
+------------------------
+
+List of :class:`~.inspectors.FieldInspector` subclasses that will be used by default for inspecting serializers and
+serializer fields. Field inspectors given to :func:`@swagger_auto_schema <.swagger_auto_schema>` will be prepended
+to this list.
+
+**Default**: ``[``  |br| \
+:class:`'drf_yasg.inspectors.CamelCaseJSONFilter' <.inspectors.CamelCaseJSONFilter>`, |br| \
+:class:`'drf_yasg.inspectors.ReferencingSerializerInspector' <.inspectors.ReferencingSerializerInspector>`, |br| \
+:class:`'drf_yasg.inspectors.RelatedFieldInspector' <.inspectors.RelatedFieldInspector>`, |br| \
+: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.SimpleFieldInspector' <.inspectors.SimpleFieldInspector>`, |br| \
+:class:`'drf_yasg.inspectors.StringDefaultFieldInspector' <.inspectors.StringDefaultFieldInspector>`, |br| \
+``]``
+
+DEFAULT_FILTER_INSPECTORS
+-------------------------
+
+List of :class:`~.inspectors.FilterInspector` subclasses that will be used by default for inspecting filter backends.
+Filter inspectors given to :func:`@swagger_auto_schema <.swagger_auto_schema>` will be prepended to this list.
+
+**Default**: ``[``  |br| \
+:class:`'drf_yasg.inspectors.CoreAPICompatInspector' <.inspectors.CoreAPICompatInspector>`, |br| \
+``]``
+
+DEFAULT_PAGINATOR_INSPECTORS
+----------------------------
+
+List of :class:`~.inspectors.PaginatorInspector` subclasses that will be used by default for inspecting paginators.
+Paginator inspectors given to :func:`@swagger_auto_schema <.swagger_auto_schema>` will be prepended to this list.
+
+**Default**: ``[``  |br| \
+:class:`'drf_yasg.inspectors.DjangoRestResponsePagination' <.inspectors.DjangoRestResponsePagination>`, |br| \
+:class:`'drf_yasg.inspectors.CoreAPICompatInspector' <.inspectors.CoreAPICompatInspector>`, |br| \
+``]``
+
+Swagger document attributes
+===========================
+
+DEFAULT_INFO
+------------
+
+An import string to an :class:`.openapi.Info` object. This will be used when running the ``generate_swagger``
+management command, or if no ``info`` argument is passed to ``get_schema_view``.
+
+**Default**: :python:`None`
+
+DEFAULT_API_URL
+---------------
+
+A string representing the default API URL. This will be used to populate the ``host``, ``schemes`` and ``basePath``
+attributes of the Swagger document if no API URL is otherwise provided.
+
+**Default**: :python:`''`
+
 Authorization
 =============
 
@@ -70,7 +143,7 @@ See https://github.com/OAI/OpenAPI-Specification/blob/master/versions/2.0.md#sec
 
 **Default**:
 
-.. code:: python
+.. code-block:: python
 
    'basic': {
       'type': 'basic'
@@ -161,7 +234,7 @@ DEFAULT_MODEL_DEPTH
 
 Controls how many levels are expaned by default when showing nested models.
 
-**Default**: :python:`2` |br|
+**Default**: :python:`3` |br|
 *Maps to parameter*: ``defaultModelExpandDepth``
 
 ******************

package-lock.json

@@ -3,10 +3,375 @@
   "requires": true,
   "lockfileVersion": 1,
   "dependencies": {
+    "argparse": {
+      "version": "1.0.9",
+      "resolved": "https://registry.npmjs.org/argparse/-/argparse-1.0.9.tgz",
+      "integrity": "sha1-c9g7wmP4bpf4zE9rrhsOkKfSLIY=",
+      "requires": {
+        "sprintf-js": "1.0.3"
+      }
+    },
+    "autolinker": {
+      "version": "0.15.3",
+      "resolved": "https://registry.npmjs.org/autolinker/-/autolinker-0.15.3.tgz",
+      "integrity": "sha1-NCQX2PLzRhsUzwkIjV7fh5HcmDI="
+    },
+    "builtin-status-codes": {
+      "version": "3.0.0",
+      "resolved": "https://registry.npmjs.org/builtin-status-codes/-/builtin-status-codes-3.0.0.tgz",
+      "integrity": "sha1-hZgoeOIbmOHGZCXgPQF0eI9Wnug="
+    },
+    "call-me-maybe": {
+      "version": "1.0.1",
+      "resolved": "https://registry.npmjs.org/call-me-maybe/-/call-me-maybe-1.0.1.tgz",
+      "integrity": "sha1-JtII6onje1y95gJQoV8DHBak1ms="
+    },
+    "clipboard": {
+      "version": "1.7.1",
+      "resolved": "https://registry.npmjs.org/clipboard/-/clipboard-1.7.1.tgz",
+      "integrity": "sha1-Ng1taUbpmnof7zleQrqStem1oWs=",
+      "optional": true,
+      "requires": {
+        "good-listener": "1.2.2",
+        "select": "1.1.2",
+        "tiny-emitter": "2.0.2"
+      }
+    },
+    "commander": {
+      "version": "2.12.2",
+      "resolved": "https://registry.npmjs.org/commander/-/commander-2.12.2.tgz",
+      "integrity": "sha512-BFnaq5ZOGcDN7FlrtBT4xxkgIToalIIxwjxLWVJ8bGTpe1LroqMiqQXdA7ygc7CRvaYS+9zfPGFnJqFSayx+AA==",
+      "optional": true
+    },
+    "core-js": {
+      "version": "2.5.3",
+      "resolved": "https://registry.npmjs.org/core-js/-/core-js-2.5.3.tgz",
+      "integrity": "sha1-isw4NFgk8W2DZbfJtCWRaOjtYD4="
+    },
+    "core-util-is": {
+      "version": "1.0.2",
+      "resolved": "https://registry.npmjs.org/core-util-is/-/core-util-is-1.0.2.tgz",
+      "integrity": "sha1-tf1UIgqivFq1eqtxQMlAdUUDwac="
+    },
+    "debug": {
+      "version": "3.1.0",
+      "resolved": "https://registry.npmjs.org/debug/-/debug-3.1.0.tgz",
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+      "requires": {
+        "ms": "2.0.0"
+      }
+    },
+    "delegate": {
+      "version": "3.2.0",
+      "resolved": "https://registry.npmjs.org/delegate/-/delegate-3.2.0.tgz",
+      "integrity": "sha512-IofjkYBZaZivn0V8nnsMJGBr4jVLxHDheKSW88PyxS5QC4Vo9ZbZVvhzlSxY87fVq3STR6r+4cGepyHkcWOQSw==",
+      "optional": true
+    },
+    "dropkickjs": {
+      "version": "2.1.10",
+      "resolved": "https://registry.npmjs.org/dropkickjs/-/dropkickjs-2.1.10.tgz",
+      "integrity": "sha1-8TyUAhQdoJ50rfTmN5jXkiBEOPI="
+    },
+    "es6-promise": {
+      "version": "4.1.1",
+      "resolved": "https://registry.npmjs.org/es6-promise/-/es6-promise-4.1.1.tgz",
+      "integrity": "sha512-OaU1hHjgJf+b0NzsxCg7NdIYERD6Hy/PEmFLTjw+b65scuisG3Kt4QoTvJ66BBkPZ581gr0kpoVzKnxniM8nng=="
+    },
+    "esprima": {
+      "version": "4.0.0",
+      "resolved": "https://registry.npmjs.org/esprima/-/esprima-4.0.0.tgz",
+      "integrity": "sha512-oftTcaMu/EGrEIu904mWteKIv8vMuOgGYo7EhVJJN00R/EED9DCua/xxHRdYnKtcECzVg7xOWhflvJMnqcFZjw=="
+    },
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+      "resolved": "https://registry.npmjs.org/foreach/-/foreach-2.0.5.tgz",
+      "integrity": "sha1-C+4AUBiusmDQo6865ljdATbsG5k="
+    },
+    "format-util": {
+      "version": "1.0.3",
+      "resolved": "https://registry.npmjs.org/format-util/-/format-util-1.0.3.tgz",
+      "integrity": "sha1-Ay3KShFiYqEsQ/TD7IVmQWxbLZU="
+    },
+    "good-listener": {
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+    },
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+      "integrity": "sha1-pcbVMr5lbiPbgg77lDofBJmNY68="
+    },
+    "z-schema": {
+      "version": "3.19.0",
+      "resolved": "https://registry.npmjs.org/z-schema/-/z-schema-3.19.0.tgz",
+      "integrity": "sha512-V94f3ODuluBS4kQLLjNhwoMek0dyIXCsvNu/A17dAyJ6sMhT5KkJQwSn07R0naByLIXJWMDk+ruMfI/3G3hS4Q==",
+      "requires": {
+        "commander": "2.12.2",
+        "lodash.get": "4.4.2",
+        "lodash.isequal": "4.5.0",
+        "validator": "9.2.0"
+      }
+    },
+    "zone.js": {
+      "version": "0.8.18",
+      "resolved": "https://registry.npmjs.org/zone.js/-/zone.js-0.8.18.tgz",
+      "integrity": "sha512-knKOBQM0oea3/x9pdyDuDi7RhxDlJhOIkeixXSiTKWLgs4LpK37iBc+1HaHwzlciHUKT172CymJFKo8Xgh+44Q=="
     }
   }
 }

package.json

@@ -1,6 +1,7 @@
 {
   "name": "drf-yasg",
   "dependencies": {
-    "swagger-ui-dist": "^3.6.1"
+    "redoc": "^1.19.3",
+    "swagger-ui-dist": "^3.8.1"
   }
 }

requirements/dev.txt

@@ -1,6 +1,10 @@
 # requirements for local development
 tox>=2.9.1
 tox-battery>=0.5
+detox>=0.11
 
-# do not unpin this (see setup.py)
+isort>=4.2
-setuptools_scm==1.15.6
+flake8>=3.5.0
+flake8-isort>=2.3
+
+-r setup.txt

requirements/docs.txt

@@ -3,4 +3,5 @@ sphinx_rtd_theme==0.2.4
 Pillow==4.3.0
 readme_renderer==17.2
 
-Django==1.11.8
+Django==2.0
+djangorestframework_camel_case>=0.2.0

requirements/setup.txt

@@ -0,0 +1,4 @@
+# requirements for building the distributable package
+
+# do not unpin this (see setup.py)
+setuptools_scm==1.15.6

requirements/test.txt

@@ -6,9 +6,4 @@ pytest-cov>=2.5.1
 git+https://github.com/pytest-dev/pytest-django.git@94cccb956435dd7a719606744ee7608397e1eafb
 datadiff==2.0.0
 
-# test project requirements
+-r testproj.txt
-Pillow>=4.3.0
-pygments>=2.2.0
-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"

requirements/testproj.txt

@@ -0,0 +1,7 @@
+# test project requirements
+Pillow>=4.3.0
+pygments>=2.2.0
+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

setup.py

@@ -1,13 +1,23 @@
 #!/usr/bin/env python
 # -*- coding: utf-8 -*-
+import distutils.core
 import io
 import os
-
 import sys
-from setuptools import setup, find_packages
+from setuptools import find_packages, setup
-import distutils.core
 
-requirements_setup = ['setuptools_scm==1.15.6']
+
+def read_req(req_file):
+    with open(os.path.join('requirements', req_file)) as req:
+        return [line for line in req.readlines() if line and not line.isspace()]
+
+
+with io.open('README.rst', encoding='utf-8') as readme:
+    description = readme.read()
+
+requirements = ['djangorestframework>=3.7.0'] + read_req('base.txt')
+requirements_setup = read_req('setup.txt')
+requirements_validation = read_req('validation.txt')
 
 
 def _install_setup_requires(attrs):
@@ -41,22 +51,10 @@ if 'sdist' in sys.argv:
     except ImportError:
         pass
 
-
-def read_req(req_file):
-    with open(os.path.join('requirements', req_file)) as req:
-        return [line for line in req.readlines() if line and not line.isspace()]
-
-
-with io.open('README.rst', encoding='utf-8') as readme:
-    description = readme.read()
-
-requirements = ['djangorestframework>=3.7.0'] + read_req('base.txt')
-requirements_validation = read_req('validation.txt')
-
 setup(
     name='drf-yasg',
     use_scm_version=True,
-    packages=find_packages('src', include=['drf_yasg']),
+    packages=find_packages('src'),
     package_dir={'': 'src'},
     include_package_data=True,
     install_requires=requirements,

src/drf_yasg/__init__.py

@@ -1,5 +1,5 @@
 # coding=utf-8
-from pkg_resources import get_distribution, DistributionNotFound
+from pkg_resources import DistributionNotFound, get_distribution
 
 __author__ = """Cristi V."""
 __email__ = 'cristi@cvjd.me'

src/drf_yasg/app_settings.py

@@ -2,6 +2,29 @@ from django.conf import settings
 from rest_framework.settings import perform_import
 
 SWAGGER_DEFAULTS = {
+    'DEFAULT_AUTO_SCHEMA_CLASS': 'drf_yasg.inspectors.SwaggerAutoSchema',
+
+    'DEFAULT_FIELD_INSPECTORS': [
+        'drf_yasg.inspectors.CamelCaseJSONFilter',
+        'drf_yasg.inspectors.ReferencingSerializerInspector',
+        'drf_yasg.inspectors.RelatedFieldInspector',
+        'drf_yasg.inspectors.ChoiceFieldInspector',
+        'drf_yasg.inspectors.FileFieldInspector',
+        'drf_yasg.inspectors.DictFieldInspector',
+        'drf_yasg.inspectors.SimpleFieldInspector',
+        'drf_yasg.inspectors.StringDefaultFieldInspector',
+    ],
+    'DEFAULT_FILTER_INSPECTORS': [
+        'drf_yasg.inspectors.CoreAPICompatInspector',
+    ],
+    'DEFAULT_PAGINATOR_INSPECTORS': [
+        'drf_yasg.inspectors.DjangoRestResponsePagination',
+        'drf_yasg.inspectors.CoreAPICompatInspector',
+    ],
+
+    'DEFAULT_INFO': None,
+    'DEFAULT_API_URL': '',
+
     'USE_SESSION_AUTH': True,
     'SECURITY_DEFINITIONS': {
         'basic': {
@@ -18,7 +41,7 @@ SWAGGER_DEFAULTS = {
     'DEEP_LINKING': False,
     'SHOW_EXTENSIONS': True,
     'DEFAULT_MODEL_RENDERING': 'model',
-    'DEFAULT_MODEL_DEPTH': 2,
+    'DEFAULT_MODEL_DEPTH': 3,
 }
 
 REDOC_DEFAULTS = {
@@ -28,7 +51,13 @@ REDOC_DEFAULTS = {
     'PATH_IN_MIDDLE': False,
 }
 
-IMPORT_STRINGS = []
+IMPORT_STRINGS = [
+    'DEFAULT_AUTO_SCHEMA_CLASS',
+    'DEFAULT_FIELD_INSPECTORS',
+    'DEFAULT_FILTER_INSPECTORS',
+    'DEFAULT_PAGINATOR_INSPECTORS',
+    'DEFAULT_INFO',
+]
 
 
 class AppSettings(object):

src/drf_yasg/codecs.py

@@ -1,9 +1,10 @@
+from future.utils import raise_from
+
 import copy
 import json
 from collections import OrderedDict
 
 from coreapi.compat import force_bytes
-from future.utils import raise_from
 from ruamel import yaml
 
 from . import openapi
@@ -98,6 +99,9 @@ class OpenAPICodecJson(_OpenAPICodec):
         return json.dumps(spec)
 
 
+YAML_MAP_TAG = u'tag:yaml.org,2002:map'
+
+
 class SaneYamlDumper(yaml.SafeDumper):
     """YamlDumper class usable for dumping ``OrderedDict`` and list instances in a standard way."""
 
@@ -122,7 +126,7 @@ class SaneYamlDumper(yaml.SafeDumper):
 
         To use yaml.safe_dump(), you need the following.
         """
-        tag = u'tag:yaml.org,2002:map'
+        tag = YAML_MAP_TAG
         value = []
         node = yaml.MappingNode(tag, value, flow_style=flow_style)
         if dump.alias_key is not None:
@@ -158,7 +162,7 @@ def yaml_sane_dump(data, binary):
         * list elements are indented into their parents
         * YAML references/aliases are disabled
 
-    :param dict data: the data to be serializers
+    :param dict data: the data to be dumped
     :param bool binary: True to return a utf-8 encoded binary object, False to return a string
     :return: the serialized YAML
     :rtype: str,bytes
@@ -166,6 +170,24 @@ def yaml_sane_dump(data, binary):
     return yaml.dump(data, Dumper=SaneYamlDumper, default_flow_style=False, encoding='utf-8' if binary else None)
 
 
+class SaneYamlLoader(yaml.SafeLoader):
+    def construct_odict(self, node, deep=False):
+        self.flatten_mapping(node)
+        return OrderedDict(self.construct_pairs(node))
+
+
+SaneYamlLoader.add_constructor(YAML_MAP_TAG, SaneYamlLoader.construct_odict)
+
+
+def yaml_sane_load(stream):
+    """Load the given YAML stream while preserving the input order for mapping items.
+
+    :param stream: YAML stream (can be a string or a file-like object)
+    :rtype: OrderedDict
+    """
+    return yaml.load(stream, Loader=SaneYamlLoader)
+
+
 class OpenAPICodecYaml(_OpenAPICodec):
     media_type = 'application/yaml'
 

src/drf_yasg/generators.py

@@ -1,28 +1,71 @@
-from collections import defaultdict, OrderedDict
+import re
+from collections import OrderedDict, defaultdict
 
-import django.db.models
 import uritemplate
-from coreapi.compat import force_text
+from django.utils.encoding import force_text
+from rest_framework import versioning
+from rest_framework.schemas.generators import EndpointEnumerator as _EndpointEnumerator
 from rest_framework.schemas.generators import SchemaGenerator
 from rest_framework.schemas.inspectors import get_pk_description
 
 from . import openapi
-from .inspectors import SwaggerAutoSchema
+from .app_settings import swagger_settings
+from .inspectors.field import get_basic_type_info, get_queryset_field
 from .openapi import ReferenceResolver
 
+PATH_PARAMETER_RE = re.compile(r'{(?P<parameter>\w+)}')
+
+
+class EndpointEnumerator(_EndpointEnumerator):
+    def get_path_from_regex(self, path_regex):
+        return self.unescape_path(super(EndpointEnumerator, self).get_path_from_regex(path_regex))
+
+    def unescape(self, s):
+        """Unescape all backslash escapes from `s`.
+
+        :param str s: string with backslash escapes
+        :rtype: str
+        """
+        # unlike .replace('\\', ''), this corectly transforms a double backslash into a single backslash
+        return re.sub(r'\\(.)', r'\1', s)
+
+    def unescape_path(self, path):
+        """Remove backslashes from all path components outside {parameters}. This is needed because
+        Django>=2.0 ``path()``/``RoutePattern`` aggresively escapes all non-parameter path components.
+
+        **NOTE:** this might destructively affect some url regex patterns that contain metacharacters (e.g. \w, \d)
+        outside path parameter groups; if you are in this category, God help you
+
+        :param str path: path possibly containing
+        :return: the unescaped path
+        :rtype: str
+        """
+        clean_path = ''
+        while path:
+            match = PATH_PARAMETER_RE.search(path)
+            if not match:
+                clean_path += self.unescape(path)
+                break
+            clean_path += self.unescape(path[:match.start()])
+            clean_path += match.group()
+            path = path[match.end():]
+
+        return clean_path
+
 
 class OpenAPISchemaGenerator(object):
     """
     This class iterates over all registered API endpoints and returns an appropriate OpenAPI 2.0 compliant schema.
-    Method implementations shamelessly stolen and adapted from rest_framework SchemaGenerator.
+    Method implementations shamelessly stolen and adapted from rest-framework ``SchemaGenerator``.
     """
+    endpoint_enumerator_class = EndpointEnumerator
 
-    def __init__(self, info, version, url=None, patterns=None, urlconf=None):
+    def __init__(self, info, version='', url=swagger_settings.DEFAULT_API_URL, patterns=None, urlconf=None):
         """
 
         :param .Info info: information about the API
-        :param str version: API version string, takes preedence over the version in `info`
+        :param str version: API version string; can be omitted to use `info.default_version`
-        :param str url: API
+        :param str url: API url; can be empty to remove URL info from the result
         :param patterns: if given, only these patterns will be enumerated for inclusion in the API spec
         :param urlconf: if patterns is not given, use this urlconf to enumerate patterns;
             if not given, the default urlconf is used
@@ -31,21 +74,26 @@ class OpenAPISchemaGenerator(object):
         self.info = info
         self.version = version
 
-    def get_schema(self, request=None, public=False):
+    @property
-        """Generate an :class:`.Swagger` representing the API schema.
+    def url(self):
+        return self._gen.url
 
-        :param rest_framework.request.Request request: the request used for filtering
+    def get_schema(self, request=None, public=False):
+        """Generate a :class:`.Swagger` object representing the API schema.
+
+        :param Request request: the request used for filtering
             accesible endpoints and finding the spec URI
         :param bool public: if True, all endpoints are included regardless of access through `request`
 
         :return: the generated Swagger specification
         :rtype: openapi.Swagger
         """
-        endpoints = self.get_endpoints(None if public else request)
+        endpoints = self.get_endpoints(request)
+        endpoints = self.replace_version(endpoints, request)
         components = ReferenceResolver(openapi.SCHEMA_DEFINITIONS)
-        paths = self.get_paths(endpoints, components)
+        paths = self.get_paths(endpoints, components, request, public)
 
-        url = self._gen.url
+        url = self.url
         if not url and request is not None:
             url = request.build_absolute_uri()
 
@@ -63,24 +111,48 @@ class OpenAPISchemaGenerator(object):
         :return: the view instance
         """
         view = self._gen.create_view(callback, method, request)
-        overrides = getattr(callback, 'swagger_auto_schema', None)
+        overrides = getattr(callback, '_swagger_auto_schema', None)
         if overrides is not None:
             # decorated function based view must have its decorator information passed on to the re-instantiated view
             for method, _ in overrides.items():
                 view_method = getattr(view, method, None)
                 if view_method is not None:  # pragma: no cover
-                    setattr(view_method.__func__, 'swagger_auto_schema', overrides)
+                    setattr(view_method.__func__, '_swagger_auto_schema', overrides)
         return view
 
-    def get_endpoints(self, request=None):
+    def replace_version(self, endpoints, request):
-        """Iterate over all the registered endpoints in the API.
+        """If ``request.version`` is not ``None``, replace the version parameter in the path of any endpoints using
+        ``URLPathVersioning`` as a versioning class.
 
-        :param rest_framework.request.Request request: used for returning only endpoints available to the given request
+        :param dict endpoints: endpoints as returned by :meth:`.get_endpoints`
+        :param Request request: the request made against the schema view
+        :return: endpoints with modified paths
+        """
+        version = getattr(request, 'version', None)
+        if version is None:
+            return endpoints
+
+        new_endpoints = {}
+        for path, endpoint in endpoints.items():
+            view_cls = endpoint[0]
+            versioning_class = getattr(view_cls, 'versioning_class', None)
+            version_param = getattr(versioning_class, 'version_param', 'version')
+            if versioning_class is not None and issubclass(versioning_class, versioning.URLPathVersioning):
+                path = path.replace('{%s}' % version_param, version)
+
+            new_endpoints[path] = endpoint
+
+        return new_endpoints
+
+    def get_endpoints(self, request):
+        """Iterate over all the registered endpoints in the API and return a fake view with the right parameters.
+
+        :param rest_framework.request.Request request: request to bind to the endpoint views
         :return: {path: (view_class, list[(http_method, view_instance)])
         :rtype: dict
         """
-        inspector = self._gen.endpoint_inspector_cls(self._gen.patterns, self._gen.urlconf)
+        enumerator = self.endpoint_enumerator_class(self._gen.patterns, self._gen.urlconf)
-        endpoints = inspector.get_api_endpoints()
+        endpoints = enumerator.get_api_endpoints()
 
         view_paths = defaultdict(list)
         view_cls = {}
@@ -92,9 +164,7 @@ class OpenAPISchemaGenerator(object):
         return {path: (view_cls[path], methods) for path, methods in view_paths.items()}
 
     def get_operation_keys(self, subpath, method, view):
-        """Return a list of keys that should be used to group an operation within the specification.
+        """Return a list of keys that should be used to group an operation within the specification. ::
-
-        ::
 
           /users/                   ("users", "list"), ("users", "create")
           /users/{pk}/              ("users", "read"), ("users", "update"), ("users", "delete")
@@ -110,38 +180,94 @@ class OpenAPISchemaGenerator(object):
         """
         return self._gen.get_keys(subpath, method, view)
 
-    def get_paths(self, endpoints, components):
+    def determine_path_prefix(self, paths):
+        """
+        Given a list of all paths, return the common prefix which should be
+        discounted when generating a schema structure.
+
+        This will be the longest common string that does not include that last
+        component of the URL, or the last component before a path parameter.
+
+        For example: ::
+
+            /api/v1/users/
+            /api/v1/users/{pk}/
+
+        The path prefix is ``/api/v1/``.
+
+        :param list[str] paths: list of paths
+        :rtype: str
+        """
+        return self._gen.determine_path_prefix(paths)
+
+    def get_paths(self, endpoints, components, request, public):
         """Generate the Swagger Paths for the API from the given endpoints.
 
         :param dict endpoints: endpoints as returned by get_endpoints
         :param ReferenceResolver components: resolver/container for Swagger References
+        :param Request request: the request made against the schema view; can be None
+        :param bool public: if True, all endpoints are included regardless of access through `request`
         :rtype: openapi.Paths
         """
         if not endpoints:
             return openapi.Paths(paths={})
 
-        prefix = self._gen.determine_path_prefix(endpoints.keys())
+        prefix = self.determine_path_prefix(list(endpoints.keys()))
         paths = OrderedDict()
 
-        default_schema_cls = SwaggerAutoSchema
         for path, (view_cls, methods) in sorted(endpoints.items()):
-            path_parameters = self.get_path_parameters(path, view_cls)
             operations = {}
             for method, view in methods:
-                if not self._gen.has_view_permissions(path, method, view):
+                if not public and not self._gen.has_view_permissions(path, method, view):
                     continue
 
-                operation_keys = self.get_operation_keys(path[len(prefix):], method, view)
+                operations[method.lower()] = self.get_operation(view, path, prefix, method, components, request)
-                overrides = self.get_overrides(view, method)
-                auto_schema_cls = overrides.get('auto_schema', default_schema_cls)
-                schema = auto_schema_cls(view, path, method, overrides, components)
-                operations[method.lower()] = schema.get_operation(operation_keys)
 
             if operations:
-                paths[path] = openapi.PathItem(parameters=path_parameters, **operations)
+                paths[path] = self.get_path_item(path, view_cls, operations)
 
         return openapi.Paths(paths=paths)
 
+    def get_operation(self, view, path, prefix, method, components, request):
+        """Get an :class:`.Operation` for the given API endpoint (path, method). This method delegates to
+        :meth:`~.inspectors.ViewInspector.get_operation` of a :class:`~.inspectors.ViewInspector` determined
+        according to settings and :func:`@swagger_auto_schema <.swagger_auto_schema>` overrides.
+
+        :param view: the view associated with this endpoint
+        :param str path: the path component of the operation URL
+        :param str prefix: common path prefix among all endpoints
+        :param str method: the http method of the operation
+        :param openapi.ReferenceResolver components: referenceable components
+        :param Request request: the request made against the schema view; can be None
+        :rtype: openapi.Operation
+        """
+
+        operation_keys = self.get_operation_keys(path[len(prefix):], method, view)
+        overrides = self.get_overrides(view, method)
+
+        # the inspector class can be specified, in decreasing order of priorty,
+        #   1. globaly via DEFAULT_AUTO_SCHEMA_CLASS
+        view_inspector_cls = swagger_settings.DEFAULT_AUTO_SCHEMA_CLASS
+        #   2. on the view/viewset class
+        view_inspector_cls = getattr(view, 'swagger_schema', view_inspector_cls)
+        #   3. on the swagger_auto_schema decorator
+        view_inspector_cls = overrides.get('auto_schema', view_inspector_cls)
+
+        view_inspector = view_inspector_cls(view, path, method, components, request, overrides)
+        return view_inspector.get_operation(operation_keys)
+
+    def get_path_item(self, path, view_cls, operations):
+        """Get a :class:`.PathItem` object that describes the parameters and operations related to a single path in the
+        API.
+
+        :param str path: the path
+        :param type view_cls: the view that was bound to this path in urlpatterns
+        :param dict[str,openapi.Operation] operations: operations defined on this path, keyed by lowercase HTTP method
+        :rtype: openapi.PathItem
+        """
+        path_parameters = self.get_path_parameters(path, view_cls)
+        return openapi.PathItem(parameters=path_parameters, **operations)
+
     def get_overrides(self, view, method):
         """Get overrides specified for a given operation.
 
@@ -153,7 +279,7 @@ class OpenAPISchemaGenerator(object):
         method = method.lower()
         action = getattr(view, 'action', method)
         action_method = getattr(view, action, None)
-        overrides = getattr(action_method, 'swagger_auto_schema', {})
+        overrides = getattr(action_method, '_swagger_auto_schema', {})
         if method in overrides:
             overrides = overrides[method]
 
@@ -168,36 +294,28 @@ class OpenAPISchemaGenerator(object):
         :rtype: list[openapi.Parameter]
         """
         parameters = []
+        queryset = getattr(view_cls, 'queryset', None)
         model = getattr(getattr(view_cls, 'queryset', None), 'model', None)
 
         for variable in uritemplate.variables(path):
-            pattern = None
+            model, model_field = get_queryset_field(queryset, variable)
-            type = openapi.TYPE_STRING
+            attrs = get_basic_type_info(model_field) or {'type': openapi.TYPE_STRING}
-            description = None
+            if hasattr(view_cls, 'lookup_value_regex') and getattr(view_cls, 'lookup_field', None) == variable:
-            if model is not None:
+                attrs['pattern'] = view_cls.lookup_value_regex
-                # Attempt to infer a field description if possible.
-                try:
-                    model_field = model._meta.get_field(variable)
-                except Exception:  # pragma: no cover
-                    model_field = None
 
-                if model_field is not None and model_field.help_text:
+            if model_field and model_field.help_text:
-                    description = force_text(model_field.help_text)
+                description = force_text(model_field.help_text)
-                elif model_field is not None and model_field.primary_key:
+            elif model_field and model_field.primary_key:
-                    description = get_pk_description(model, model_field)
+                description = get_pk_description(model, model_field)
-
+            else:
-                if hasattr(view_cls, 'lookup_value_regex') and getattr(view_cls, 'lookup_field', None) == variable:
+                description = None
-                    pattern = view_cls.lookup_value_regex
-                elif isinstance(model_field, django.db.models.AutoField):
-                    type = openapi.TYPE_INTEGER
 
             field = openapi.Parameter(
                 name=variable,
+                description=description,
                 required=True,
                 in_=openapi.IN_PATH,
-                type=type,
+                **attrs
-                pattern=pattern,
-                description=description,
             )
             parameters.append(field)
 

src/drf_yasg/inspectors/__init__.py

@@ -0,0 +1,34 @@
+from ..app_settings import swagger_settings
+from .base import (
+    BaseInspector, FieldInspector, FilterInspector, NotHandled, PaginatorInspector, SerializerInspector, ViewInspector
+)
+from .field import (
+    CamelCaseJSONFilter, ChoiceFieldInspector, DictFieldInspector, FileFieldInspector, InlineSerializerInspector,
+    ReferencingSerializerInspector, RelatedFieldInspector, SimpleFieldInspector, StringDefaultFieldInspector
+)
+from .query import CoreAPICompatInspector, DjangoRestResponsePagination
+from .view import SwaggerAutoSchema
+
+# these settings must be accesed only after definig/importing all the classes in this module to avoid ImportErrors
+ViewInspector.field_inspectors = swagger_settings.DEFAULT_FIELD_INSPECTORS
+ViewInspector.filter_inspectors = swagger_settings.DEFAULT_FILTER_INSPECTORS
+ViewInspector.paginator_inspectors = swagger_settings.DEFAULT_PAGINATOR_INSPECTORS
+
+__all__ = [
+    # base inspectors
+    'BaseInspector', 'FilterInspector', 'PaginatorInspector', 'FieldInspector', 'SerializerInspector', 'ViewInspector',
+
+    # filter and pagination inspectors
+    'CoreAPICompatInspector', 'DjangoRestResponsePagination',
+
+    # field inspectors
+    'InlineSerializerInspector', 'ReferencingSerializerInspector', 'RelatedFieldInspector', 'SimpleFieldInspector',
+    'FileFieldInspector', 'ChoiceFieldInspector', 'DictFieldInspector', 'StringDefaultFieldInspector',
+    'CamelCaseJSONFilter',
+
+    # view inspectors
+    'SwaggerAutoSchema',
+
+    # module constants
+    'NotHandled',
+]

src/drf_yasg/inspectors/base.py

@@ -0,0 +1,394 @@
+import inspect
+import logging
+
+from django.utils.encoding import force_text
+from rest_framework import serializers
+from rest_framework.utils import encoders, json
+
+from .. import openapi
+from ..utils import is_list_view
+
+#: Sentinel value that inspectors must return to signal that they do not know how to handle an object
+NotHandled = object()
+
+logger = logging.getLogger(__name__)
+
+
+class BaseInspector(object):
+    def __init__(self, view, path, method, components, request):
+        """
+        :param view: the view associated with this endpoint
+        :param str path: the path component of the operation URL
+        :param str method: the http method of the operation
+        :param openapi.ReferenceResolver components: referenceable components
+        :param Request request: the request made against the schema view; can be None
+        """
+        self.view = view
+        self.path = path
+        self.method = method
+        self.components = components
+        self.request = request
+
+    def process_result(self, result, method_name, obj, **kwargs):
+        """After an inspector handles an object (i.e. returns a value other than :data:`.NotHandled`), all inspectors
+        that were probed get the chance to alter the result, in reverse order. The inspector that handled the object
+        is the first to receive a ``process_result`` call with the object it just returned.
+
+        This behaviour is similar to the Django request/response middleware processing.
+
+        If this inspector has no post-processing to do, it should just ``return result`` (the default implementation).
+
+        :param result: the return value of the winning inspector, or ``None`` if no inspector handled the object
+        :param str method_name: name of the method that was called on the inspector
+        :param obj: first argument passed to inspector method
+        :param kwargs: additional arguments passed to inspector method
+        :return:
+        """
+        return result
+
+    def probe_inspectors(self, inspectors, method_name, obj, initkwargs=None, **kwargs):
+        """Probe a list of inspectors with a given object. The first inspector in the list to return a value that
+        is not :data:`.NotHandled` wins.
+
+        :param list[type[BaseInspector]] inspectors: list of inspectors to probe
+        :param str method_name: name of the target method on the inspector
+        :param obj: first argument to inspector method
+        :param dict initkwargs: extra kwargs for instantiating inspector class
+        :param kwargs: additional arguments to inspector method
+        :return: the return value of the winning inspector, or ``None`` if no inspector handled the object
+        """
+        initkwargs = initkwargs or {}
+        tried_inspectors = []
+
+        for inspector in inspectors:
+            assert inspect.isclass(inspector), "inspector must be a class, not an object"
+            assert issubclass(inspector, BaseInspector), "inspectors must subclass BaseInspector"
+
+            inspector = inspector(self.view, self.path, self.method, self.components, self.request, **initkwargs)
+            tried_inspectors.append(inspector)
+            method = getattr(inspector, method_name, None)
+            if method is None:
+                continue
+
+            result = method(obj, **kwargs)
+            if result is not NotHandled:
+                break
+        else:  # pragma: no cover
+            logger.warning("%s ignored because no inspector in %s handled it (operation: %s)",
+                           obj, inspectors, method_name)
+            result = None
+
+        for inspector in reversed(tried_inspectors):
+            result = inspector.process_result(result, method_name, obj, **kwargs)
+
+        return result
+
+
+class PaginatorInspector(BaseInspector):
+    """Base inspector for paginators.
+
+    Responisble for determining extra query parameters and response structure added by given paginators.
+    """
+
+    def get_paginator_parameters(self, paginator):
+        """Get the pagination parameters for a single paginator **instance**.
+
+        Should return :data:`.NotHandled` if this inspector does not know how to handle the given `paginator`.
+
+        :param BasePagination paginator: the paginator
+        :rtype: list[openapi.Parameter]
+        """
+        return NotHandled
+
+    def get_paginated_response(self, paginator, response_schema):
+        """Add appropriate paging fields to a response :class:`.Schema`.
+
+        Should return :data:`.NotHandled` if this inspector does not know how to handle the given `paginator`.
+
+        :param BasePagination paginator: the paginator
+        :param openapi.Schema response_schema: the response schema that must be paged.
+        :rtype: openapi.Schema
+        """
+        return NotHandled
+
+
+class FilterInspector(BaseInspector):
+    """Base inspector for filter backends.
+
+    Responsible for determining extra query parameters added by given filter backends.
+    """
+
+    def get_filter_parameters(self, filter_backend):
+        """Get the filter parameters for a single filter backend **instance**.
+
+        Should return :data:`.NotHandled` if this inspector does not know how to handle the given `filter_backend`.
+
+        :param BaseFilterBackend filter_backend: the filter backend
+        :rtype: list[openapi.Parameter]
+        """
+        return NotHandled
+
+
+class FieldInspector(BaseInspector):
+    """Base inspector for serializers and serializer fields. """
+
+    def __init__(self, view, path, method, components, request, field_inspectors):
+        super(FieldInspector, self).__init__(view, path, method, components, request)
+        self.field_inspectors = field_inspectors
+
+    def field_to_swagger_object(self, field, swagger_object_type, use_references, **kwargs):
+        """Convert a drf Serializer or Field instance into a Swagger object.
+
+        Should return :data:`.NotHandled` if this inspector does not know how to handle the given `field`.
+
+        :param rest_framework.serializers.Field field: the source field
+        :param type[openapi.SwaggerDict] swagger_object_type: should be one of Schema, Parameter, Items
+        :param bool use_references: if False, forces all objects to be declared inline
+           instead of by referencing other components
+        :param kwargs: extra attributes for constructing the object;
+           if swagger_object_type is Parameter, ``name`` and ``in_`` should be provided
+        :return: the swagger object
+        :rtype: openapi.Parameter,openapi.Items,openapi.Schema,openapi.SchemaRef
+        """
+        return NotHandled
+
+    def probe_field_inspectors(self, field, swagger_object_type, use_references, **kwargs):
+        """Helper method for recursively probing `field_inspectors` to handle a given field.
+
+        All arguments are the same as :meth:`.field_to_swagger_object`.
+
+        :rtype: openapi.Parameter,openapi.Items,openapi.Schema,openapi.SchemaRef
+        """
+        return self.probe_inspectors(
+            self.field_inspectors, 'field_to_swagger_object', field, {'field_inspectors': self.field_inspectors},
+            swagger_object_type=swagger_object_type, use_references=use_references, **kwargs
+        )
+
+    def _get_partial_types(self, field, swagger_object_type, use_references, **kwargs):
+        """Helper method to extract generic information from a field and return a partial constructor for the
+        appropriate openapi object.
+
+        All arguments are the same as :meth:`.field_to_swagger_object`.
+
+        The return value is a tuple consisting of:
+
+        * a function for constructing objects of `swagger_object_type`; its prototype is: ::
+
+            def SwaggerType(existing_object=None, **instance_kwargs):
+
+          This function creates an instance of `swagger_object_type`, passing the following attributes to its init,
+          in order of precedence:
+
+            - arguments specified by the ``kwargs`` parameter of :meth:`._get_partial_types`
+            - ``instance_kwargs`` passed to the constructor function
+            - ``title``, ``description``, ``required`` and ``default`` inferred from the field,
+              where appropriate
+
+          If ``existing_object`` is not ``None``, it is updated instead of creating a new object.
+
+        * a type that should be used for child objects if `field` is of an array type. This can currently have two
+          values:
+
+            - :class:`.Schema` if `swagger_object_type` is :class:`.Schema`
+            - :class:`.Items` if `swagger_object_type` is  :class:`.Parameter` or :class:`.Items`
+
+        :rtype: tuple[callable,(type[openapi.Schema],type[openapi.Items])]
+        """
+        assert swagger_object_type in (openapi.Schema, openapi.Parameter, openapi.Items)
+        assert not isinstance(field, openapi.SwaggerDict), "passed field is already a SwaggerDict object"
+        title = force_text(field.label) if field.label else None
+        title = title if swagger_object_type == openapi.Schema else None  # only Schema has title
+        description = force_text(field.help_text) if field.help_text else None
+        description = description if swagger_object_type != openapi.Items else None  # Items has no description either
+
+        def SwaggerType(existing_object=None, **instance_kwargs):
+            if 'required' not in instance_kwargs and swagger_object_type == openapi.Parameter:
+                instance_kwargs['required'] = field.required
+
+            if 'default' not in instance_kwargs and swagger_object_type != openapi.Items:
+                default = getattr(field, 'default', serializers.empty)
+                if default is not serializers.empty:
+                    if callable(default):
+                        try:
+                            if hasattr(default, 'set_context'):
+                                default.set_context(field)
+                            default = default()
+                        except Exception:  # pragma: no cover
+                            logger.warning("default for %s is callable but it raised an exception when "
+                                           "called; 'default' field will not be added to schema", field, exc_info=True)
+                            default = None
+
+                    if default is not None:
+                        try:
+                            default = field.to_representation(default)
+                            # 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))
+                        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)
+                            default = None
+
+                    if default is not None:
+                        instance_kwargs['default'] = default
+
+            instance_kwargs.setdefault('title', title)
+            instance_kwargs.setdefault('description', description)
+            instance_kwargs.update(kwargs)
+
+            if existing_object is not None:
+                assert isinstance(existing_object, swagger_object_type)
+                for attr, val in sorted(instance_kwargs.items()):
+                    setattr(existing_object, attr, val)
+                return existing_object
+
+            return swagger_object_type(**instance_kwargs)
+
+        # arrays in Schema have Schema elements, arrays in Parameter and Items have Items elements
+        child_swagger_type = openapi.Schema if swagger_object_type == openapi.Schema else openapi.Items
+        return SwaggerType, child_swagger_type
+
+
+class SerializerInspector(FieldInspector):
+    def get_schema(self, serializer):
+        """Convert a DRF Serializer instance to an :class:`.openapi.Schema`.
+
+        Should return :data:`.NotHandled` if this inspector does not know how to handle the given `serializer`.
+
+        :param serializers.BaseSerializer serializer: the ``Serializer`` instance
+        :rtype: openapi.Schema
+        """
+        return NotHandled
+
+    def get_request_parameters(self, serializer, in_):
+        """Convert a DRF serializer into a list of :class:`.Parameter`\ s.
+
+        Should return :data:`.NotHandled` if this inspector does not know how to handle the given `serializer`.
+
+        :param serializers.BaseSerializer serializer: the ``Serializer`` instance
+        :param str in_: the location of the parameters, one of the `openapi.IN_*` constants
+        :rtype: list[openapi.Parameter]
+        """
+        return NotHandled
+
+
+class ViewInspector(BaseInspector):
+    body_methods = ('PUT', 'PATCH', 'POST')  #: methods that are allowed to have a request body
+
+    # real values set in __init__ to prevent import errors
+    field_inspectors = []  #:
+    filter_inspectors = []  #:
+    paginator_inspectors = []  #:
+
+    def __init__(self, view, path, method, components, request, overrides):
+        """
+        Inspector class responsible for providing :class:`.Operation` definitions given a view, path and method.
+
+        :param dict overrides: manual overrides as passed to :func:`@swagger_auto_schema <.swagger_auto_schema>`
+        """
+        super(ViewInspector, self).__init__(view, path, method, components, request)
+        self.overrides = overrides
+        self._prepend_inspector_overrides('field_inspectors')
+        self._prepend_inspector_overrides('filter_inspectors')
+        self._prepend_inspector_overrides('paginator_inspectors')
+
+    def _prepend_inspector_overrides(self, inspectors):
+        extra_inspectors = self.overrides.get(inspectors, None)
+        if extra_inspectors:
+            default_inspectors = [insp for insp in getattr(self, inspectors) if insp not in extra_inspectors]
+            setattr(self, inspectors, extra_inspectors + default_inspectors)
+
+    def get_operation(self, operation_keys):
+        """Get an :class:`.Operation` for the given API endpoint (path, method).
+        This includes query, body parameters and response schemas.
+
+        :param tuple[str] operation_keys: an array of keys describing the hierarchical layout of this view in the API;
+          e.g. ``('snippets', 'list')``, ``('snippets', 'retrieve')``, etc.
+        :rtype: openapi.Operation
+        """
+        raise NotImplementedError("ViewInspector must implement get_operation()!")
+
+    # methods below provided as default implementations for probing inspectors
+
+    def should_filter(self):
+        """Determine whether filter backend parameters should be included for this request.
+
+        :rtype: bool
+        """
+        if not getattr(self.view, 'filter_backends', None):
+            return False
+
+        if self.method.lower() not in ["get", "delete"]:
+            return False
+
+        return is_list_view(self.path, self.method, self.view)
+
+    def get_filter_parameters(self):
+        """Return the parameters added to the view by its filter backends.
+
+        :rtype: list[openapi.Parameter]
+        """
+        if not self.should_filter():
+            return []
+
+        fields = []
+        for filter_backend in self.view.filter_backends:
+            fields += self.probe_inspectors(self.filter_inspectors, 'get_filter_parameters', filter_backend()) or []
+
+        return fields
+
+    def should_page(self):
+        """Determine whether paging parameters and structure should be added to this operation's request and response.
+
+        :rtype: bool
+        """
+        if not getattr(self.view, 'paginator', None):
+            return False
+
+        if self.method.lower() != 'get':
+            return False
+
+        return is_list_view(self.path, self.method, self.view)
+
+    def get_pagination_parameters(self):
+        """Return the parameters added to the view by its paginator.
+
+        :rtype: list[openapi.Parameter]
+        """
+        if not self.should_page():
+            return []
+
+        return self.probe_inspectors(self.paginator_inspectors, 'get_paginator_parameters', self.view.paginator) or []
+
+    def serializer_to_schema(self, serializer):
+        """Convert a serializer to an OpenAPI :class:`.Schema`.
+
+        :param serializers.BaseSerializer serializer: the ``Serializer`` instance
+        :returns: the converted :class:`.Schema`, or ``None`` in case of an unknown serializer
+        :rtype: openapi.Schema,openapi.SchemaRef,None
+        """
+        return self.probe_inspectors(
+            self.field_inspectors, 'get_schema', serializer, {'field_inspectors': self.field_inspectors}
+        )
+
+    def serializer_to_parameters(self, serializer, in_):
+        """Convert a serializer to a possibly empty list of :class:`.Parameter`\ s.
+
+        :param serializers.BaseSerializer serializer: the ``Serializer`` instance
+        :param str in_: the location of the parameters, one of the `openapi.IN_*` constants
+        :rtype: list[openapi.Parameter]
+        """
+        return self.probe_inspectors(
+            self.field_inspectors, 'get_request_parameters', serializer, {'field_inspectors': self.field_inspectors},
+            in_=in_
+        ) or []
+
+    def get_paginated_response(self, response_schema):
+        """Add appropriate paging fields to a response :class:`.Schema`.
+
+        :param openapi.Schema response_schema: the response schema that must be paged.
+        :returns: the paginated response class:`.Schema`, or ``None`` in case of an unknown pagination scheme
+        :rtype: openapi.Schema
+        """
+        return self.probe_inspectors(self.paginator_inspectors, 'get_paginated_response',
+                                     self.view.paginator, response_schema=response_schema)

src/drf_yasg/inspectors/field.py

@@ -0,0 +1,472 @@
+import operator
+from collections import OrderedDict
+
+from django.core import validators
+from django.db import models
+from rest_framework import serializers
+from rest_framework.settings import api_settings as rest_framework_settings
+
+from .. import openapi
+from ..errors import SwaggerGenerationError
+from ..utils import filter_none
+from .base import FieldInspector, NotHandled, SerializerInspector
+
+
+class InlineSerializerInspector(SerializerInspector):
+    """Provides serializer conversions using :meth:`.FieldInspector.field_to_swagger_object`."""
+
+    #: whether to output :class:`.Schema` definitions inline or into the ``definitions`` section
+    use_definitions = False
+
+    def get_schema(self, serializer):
+        return self.probe_field_inspectors(serializer, openapi.Schema, self.use_definitions)
+
+    def get_request_parameters(self, serializer, in_):
+        fields = getattr(serializer, 'fields', {})
+        return [
+            self.probe_field_inspectors(
+                value, openapi.Parameter, self.use_definitions,
+                name=self.get_parameter_name(key), in_=in_
+            )
+            for key, value
+            in fields.items()
+        ]
+
+    def get_property_name(self, field_name):
+        return field_name
+
+    def get_parameter_name(self, field_name):
+        return field_name
+
+    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.ListSerializer, serializers.ListField)):
+            child_schema = self.probe_field_inspectors(field.child, ChildSwaggerType, use_references)
+            return SwaggerType(
+                type=openapi.TYPE_ARRAY,
+                items=child_schema,
+            )
+        elif isinstance(field, serializers.Serializer):
+            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')]
+
+            def make_schema_definition():
+                properties = OrderedDict()
+                required = []
+                for property_name, child in serializer.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, ChildSwaggerType, use_references, **prop_kwargs
+                    )
+                    if child.required:
+                        required.append(property_name)
+
+                return SwaggerType(
+                    type=openapi.TYPE_OBJECT,
+                    properties=properties,
+                    required=required or None,
+                )
+
+            if not ref_name or not use_references:
+                return make_schema_definition()
+
+            definitions = self.components.with_scope(openapi.SCHEMA_DEFINITIONS)
+            definitions.setdefault(ref_name, make_schema_definition)
+            return openapi.SchemaRef(definitions, ref_name)
+
+        return NotHandled
+
+
+class ReferencingSerializerInspector(InlineSerializerInspector):
+    use_definitions = True
+
+
+def get_queryset_field(queryset, field_name):
+    """Try to get information about a model and model field from a queryset.
+
+    :param queryset: the queryset
+    :param field_name: target field name
+    :returns: the model and target field from the queryset as a 2-tuple; both elements can be ``None``
+    :rtype: tuple
+    """
+    model = getattr(queryset, 'model', None)
+    model_field = get_model_field(model, field_name)
+    return model, model_field
+
+
+def get_model_field(model, field_name):
+    """Try to get the given field from a django db model.
+
+    :param model: the model
+    :param field_name: target field name
+    :return: model field or ``None``
+    """
+    try:
+        if field_name == 'pk':
+            return model._meta.pk
+        else:
+            return model._meta.get_field(field_name)
+    except Exception:  # pragma: no cover
+        return None
+
+
+def get_parent_serializer(field):
+    """Get the nearest parent ``Serializer`` instance for the given field.
+
+    :return: ``Serializer`` or ``None``
+    """
+    while field is not None:
+        if isinstance(field, serializers.Serializer):
+            return field
+
+        field = field.parent
+
+    return None  # pragma: no cover
+
+
+def get_related_model(model, source):
+    """Try to find the other side of a model relationship given the name of a related field.
+
+    :param model: one side of the relationship
+    :param str source: related field name
+    :return: related model or ``None``
+    """
+    try:
+        return getattr(model, source).rel.related_model
+    except Exception:  # pragma: no cover
+        return None
+
+
+class RelatedFieldInspector(FieldInspector):
+    """Provides conversions for ``RelatedField``\ s."""
+
+    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.ManyRelatedField):
+            child_schema = self.probe_field_inspectors(field.child_relation, ChildSwaggerType, use_references)
+            return SwaggerType(
+                type=openapi.TYPE_ARRAY,
+                items=child_schema,
+                unique_items=True,
+            )
+
+        if not isinstance(field, serializers.RelatedField):
+            return NotHandled
+
+        field_queryset = getattr(field, 'queryset', None)
+
+        if isinstance(field, (serializers.PrimaryKeyRelatedField, serializers.SlugRelatedField)):
+            if getattr(field, 'pk_field', ''):
+                # a PrimaryKeyRelatedField can have a `pk_field` attribute which is a
+                # serializer field that will convert the PK value
+                result = self.probe_field_inspectors(field.pk_field, swagger_object_type, use_references, **kwargs)
+                # take the type, format, etc from `pk_field`, and the field-level information
+                # like title, description, default from the PrimaryKeyRelatedField
+                return SwaggerType(existing_object=result)
+
+            target_field = getattr(field, 'slug_field', 'pk')
+            if field_queryset is not None:
+                # if the RelatedField has a queryset, try to get the related model field from there
+                model, model_field = get_queryset_field(field_queryset, target_field)
+            else:
+                # if the RelatedField has no queryset (e.g. read only), try to find the target model
+                # from the view queryset or ModelSerializer model, if present
+                view_queryset = getattr(self.view, 'queryset', None)
+                serializer_meta = getattr(get_parent_serializer(field), 'Meta', None)
+                this_model = getattr(view_queryset, 'model', None) or getattr(serializer_meta, 'model', None)
+                source = getattr(field, 'source', '') or field.field_name
+                model = get_related_model(this_model, source)
+                model_field = get_model_field(model, target_field)
+
+            attrs = get_basic_type_info(model_field) or {'type': openapi.TYPE_STRING}
+            return SwaggerType(**attrs)
+        elif isinstance(field, serializers.HyperlinkedRelatedField):
+            return SwaggerType(type=openapi.TYPE_STRING, format=openapi.FORMAT_URI)
+
+        return SwaggerType(type=openapi.TYPE_STRING)
+
+
+def find_regex(regex_field):
+    """Given a ``Field``, look for a ``RegexValidator`` and try to extract its pattern and return it as a string.
+
+    :param serializers.Field regex_field: the field instance
+    :return: the extracted pattern, or ``None``
+    :rtype: str
+    """
+    regex_validator = None
+    for validator in regex_field.validators:
+        if isinstance(validator, validators.RegexValidator):
+            if regex_validator is not None:
+                # bail if multiple validators are found - no obvious way to choose
+                return None  # pragma: no cover
+            regex_validator = validator
+
+    # regex_validator.regex should be a compiled re object...
+    pattern = getattr(getattr(regex_validator, 'regex', None), 'pattern', None)
+    if pattern:
+        # attempt some basic cleanup to remove regex constructs not supported by JavaScript
+        #  -- swagger uses javascript-style regexes - see https://github.com/swagger-api/swagger-editor/issues/1601
+        if pattern.endswith('\\Z') or pattern.endswith('\\z'):
+            pattern = pattern[:-2] + '$'
+
+    return pattern
+
+
+numeric_fields = (serializers.IntegerField, serializers.FloatField, serializers.DecimalField)
+limit_validators = [
+    # minimum and maximum apply to numbers
+    (validators.MinValueValidator, numeric_fields, 'minimum', operator.__gt__),
+    (validators.MaxValueValidator, numeric_fields, 'maximum', operator.__lt__),
+
+    # minLength and maxLength apply to strings
+    (validators.MinLengthValidator, serializers.CharField, 'min_length', operator.__gt__),
+    (validators.MaxLengthValidator, serializers.CharField, 'max_length', operator.__lt__),
+
+    # minItems and maxItems apply to lists
+    (validators.MinLengthValidator, serializers.ListField, 'min_items', operator.__gt__),
+    (validators.MaxLengthValidator, serializers.ListField, 'max_items', operator.__lt__),
+]
+
+
+def find_limits(field):
+    """Given a ``Field``, look for min/max value/length validators and return appropriate limit validation attributes.
+
+    :param serializers.Field field: the field instance
+    :return: the extracted limits
+    :rtype: OrderedDict
+    """
+    limits = {}
+    applicable_limits = [
+        (validator, attr, improves)
+        for validator, field_class, attr, improves in limit_validators
+        if isinstance(field, field_class)
+    ]
+
+    for validator in field.validators:
+        if not hasattr(validator, 'limit_value'):
+            continue
+
+        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
+
+    return OrderedDict(sorted(limits.items()))
+
+
+model_field_to_basic_type = [
+    (models.AutoField, (openapi.TYPE_INTEGER, None)),
+    (models.BinaryField, (openapi.TYPE_STRING, openapi.FORMAT_BINARY)),
+    (models.BooleanField, (openapi.TYPE_BOOLEAN, None)),
+    (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.DurationField, (openapi.TYPE_INTEGER, None)),
+    (models.FloatField, (openapi.TYPE_NUMBER, None)),
+    (models.IntegerField, (openapi.TYPE_INTEGER, None)),
+    (models.IPAddressField, (openapi.TYPE_STRING, openapi.FORMAT_IPV4)),
+    (models.GenericIPAddressField, (openapi.TYPE_STRING, openapi.FORMAT_IPV6)),
+    (models.SlugField, (openapi.TYPE_STRING, openapi.FORMAT_SLUG)),
+    (models.TextField, (openapi.TYPE_STRING, None)),
+    (models.TimeField, (openapi.TYPE_STRING, None)),
+    (models.UUIDField, (openapi.TYPE_STRING, openapi.FORMAT_UUID)),
+    (models.CharField, (openapi.TYPE_STRING, None)),
+]
+
+ip_format = {'ipv4': openapi.FORMAT_IPV4, 'ipv6': openapi.FORMAT_IPV6}
+
+serializer_field_to_basic_type = [
+    (serializers.EmailField, (openapi.TYPE_STRING, openapi.FORMAT_EMAIL)),
+    (serializers.SlugField, (openapi.TYPE_STRING, openapi.FORMAT_SLUG)),
+    (serializers.URLField, (openapi.TYPE_STRING, openapi.FORMAT_URI)),
+    (serializers.IPAddressField, (openapi.TYPE_STRING, lambda field: ip_format.get(field.protocol, None))),
+    (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.IntegerField, (openapi.TYPE_INTEGER, None)),
+    ((serializers.FloatField, serializers.DecimalField), (openapi.TYPE_NUMBER, None)),
+    (serializers.DurationField, (openapi.TYPE_NUMBER, None)),  # ?
+    (serializers.DateField, (openapi.TYPE_STRING, openapi.FORMAT_DATE)),
+    (serializers.DateTimeField, (openapi.TYPE_STRING, openapi.FORMAT_DATETIME)),
+    (serializers.ModelField, (openapi.TYPE_STRING, None)),
+]
+
+basic_type_info = serializer_field_to_basic_type + model_field_to_basic_type
+
+
+def get_basic_type_info(field):
+    """Given a serializer or model ``Field``, return its basic type information - ``type``, ``format``, ``pattern``,
+    and any applicable min/max limit values.
+
+    :param field: the field instance
+    :return: the extracted attributes as a dictionary, or ``None`` if the field type is not known
+    :rtype: OrderedDict
+    """
+    if field is None:
+        return None
+
+    for field_class, type_format in basic_type_info:
+        if isinstance(field, field_class):
+            swagger_type, format = type_format
+            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
+    limits = find_limits(field)
+
+    result = OrderedDict([
+        ('type', swagger_type),
+        ('format', format),
+        ('pattern', pattern)
+    ])
+    result.update(limits)
+    result = filter_none(result)
+    return result
+
+
+class SimpleFieldInspector(FieldInspector):
+    """Provides conversions for fields which can be described using just ``type``, ``format``, ``pattern``
+    and min/max validators.
+    """
+
+    def field_to_swagger_object(self, field, swagger_object_type, use_references, **kwargs):
+        type_info = get_basic_type_info(field)
+        if type_info is None:
+            return NotHandled
+
+        SwaggerType, ChildSwaggerType = self._get_partial_types(field, swagger_object_type, use_references, **kwargs)
+        return SwaggerType(**type_info)
+
+
+class ChoiceFieldInspector(FieldInspector):
+    """Provides conversions for ``ChoiceField`` and ``MultipleChoiceField``."""
+
+    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())
+                )
+            )
+        elif isinstance(field, serializers.ChoiceField):
+            return SwaggerType(type=openapi.TYPE_STRING, enum=list(field.choices.keys()))
+
+        return NotHandled
+
+
+class FileFieldInspector(FieldInspector):
+    """Provides conversions for ``FileField``\ s."""
+
+    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.FileField):
+            # swagger 2.0 does not support specifics about file fields, so ImageFile gets no special treatment
+            # OpenAPI 3.0 does support it, so a future implementation could handle this better
+            err = SwaggerGenerationError("FileField is supported only in a formData Parameter or response Schema")
+            if swagger_object_type == openapi.Schema:
+                # FileField.to_representation returns URL or file name
+                result = SwaggerType(type=openapi.TYPE_STRING, read_only=True)
+                if getattr(field, 'use_url', rest_framework_settings.UPLOADED_FILES_USE_URL):
+                    result.format = openapi.FORMAT_URI
+                return result
+            elif swagger_object_type == openapi.Parameter:
+                param = SwaggerType(type=openapi.TYPE_FILE)
+                if param['in'] != openapi.IN_FORM:
+                    raise err  # pragma: no cover
+                return param
+            else:
+                raise err  # pragma: no cover
+
+        return NotHandled
+
+
+class DictFieldInspector(FieldInspector):
+    """Provides conversion for ``DictField``."""
+
+    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.DictField) and swagger_object_type == openapi.Schema:
+            child_schema = self.probe_field_inspectors(field.child, ChildSwaggerType, use_references)
+            return SwaggerType(
+                type=openapi.TYPE_OBJECT,
+                additional_properties=child_schema
+            )
+
+        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
+        SwaggerType, ChildSwaggerType = self._get_partial_types(field, swagger_object_type, use_references, **kwargs)
+        return SwaggerType(type=openapi.TYPE_STRING)
+
+
+try:
+    from djangorestframework_camel_case.parser import CamelCaseJSONParser
+    from djangorestframework_camel_case.render import CamelCaseJSONRenderer
+    from djangorestframework_camel_case.render import camelize
+except ImportError:  # pragma: no cover
+    class CamelCaseJSONFilter(FieldInspector):
+        """Converts property names to camelCase if ``djangorestframework_camel_case`` is used."""
+        pass
+else:
+    def camelize_string(s):
+        """Hack to force ``djangorestframework_camel_case`` to camelize a plain string."""
+        return next(iter(camelize({s: ''})))
+
+    def camelize_schema(schema_or_ref, components):
+        """Recursively camelize property names for the given schema using ``djangorestframework_camel_case``."""
+        schema = openapi.resolve_ref(schema_or_ref, components)
+        if getattr(schema, 'properties', {}):
+            schema.properties = OrderedDict(
+                (camelize_string(key), camelize_schema(val, components))
+                for key, val in schema.properties.items()
+            )
+
+            if getattr(schema, 'required', []):
+                schema.required = [camelize_string(p) for p in schema.required]
+
+        return schema_or_ref
+
+    class CamelCaseJSONFilter(FieldInspector):
+        """Converts property names to camelCase if ``CamelCaseJSONParser`` or ``CamelCaseJSONRenderer`` are used."""
+
+        def is_camel_case(self):
+            return any(issubclass(parser, CamelCaseJSONParser) for parser in self.view.parser_classes) \
+                   or any(issubclass(renderer, CamelCaseJSONRenderer) for renderer in self.view.renderer_classes)
+
+        def process_result(self, result, method_name, obj, **kwargs):
+            if isinstance(result, openapi.Schema.OR_REF) and self.is_camel_case():
+                return camelize_schema(result, self.components)
+
+            return result

src/drf_yasg/inspectors/query.py

@@ -0,0 +1,76 @@
+from collections import OrderedDict
+
+import coreschema
+from rest_framework.pagination import CursorPagination, LimitOffsetPagination, PageNumberPagination
+
+from .. import openapi
+from .base import FilterInspector, PaginatorInspector
+
+
+class CoreAPICompatInspector(PaginatorInspector, FilterInspector):
+    """Converts ``coreapi.Field``\ s to :class:`.openapi.Parameter`\ s for filters and paginators that implement a
+    ``get_schema_fields`` method.
+    """
+
+    def get_paginator_parameters(self, paginator):
+        fields = []
+        if hasattr(paginator, 'get_schema_fields'):
+            fields = paginator.get_schema_fields(self.view)
+
+        return [self.coreapi_field_to_parameter(field) for field in fields]
+
+    def get_filter_parameters(self, filter_backend):
+        fields = []
+        if hasattr(filter_backend, 'get_schema_fields'):
+            fields = filter_backend.get_schema_fields(self.view)
+        return [self.coreapi_field_to_parameter(field) for field in fields]
+
+    def coreapi_field_to_parameter(self, field):
+        """Convert an instance of `coreapi.Field` to a swagger :class:`.Parameter` object.
+
+        :param coreapi.Field field:
+        :rtype: openapi.Parameter
+        """
+        location_to_in = {
+            'query': openapi.IN_QUERY,
+            'path': openapi.IN_PATH,
+            'form': openapi.IN_FORM,
+            'body': openapi.IN_FORM,
+        }
+        coreapi_types = {
+            coreschema.Integer: openapi.TYPE_INTEGER,
+            coreschema.Number: openapi.TYPE_NUMBER,
+            coreschema.String: openapi.TYPE_STRING,
+            coreschema.Boolean: openapi.TYPE_BOOLEAN,
+        }
+        return openapi.Parameter(
+            name=field.name,
+            in_=location_to_in[field.location],
+            type=coreapi_types.get(type(field.schema), openapi.TYPE_STRING),
+            required=field.required,
+            description=field.schema.description,
+        )
+
+
+class DjangoRestResponsePagination(PaginatorInspector):
+    """Provides response schema pagination warpping for django-rest-framework's LimitOffsetPagination,
+    PageNumberPagination and CursorPagination
+    """
+
+    def get_paginated_response(self, paginator, response_schema):
+        assert response_schema.type == openapi.TYPE_ARRAY, "array return expected for paged response"
+        paged_schema = None
+        if isinstance(paginator, (LimitOffsetPagination, PageNumberPagination, CursorPagination)):
+            has_count = not isinstance(paginator, CursorPagination)
+            paged_schema = openapi.Schema(
+                type=openapi.TYPE_OBJECT,
+                properties=OrderedDict((
+                    ('count', openapi.Schema(type=openapi.TYPE_INTEGER) if has_count else None),
+                    ('next', openapi.Schema(type=openapi.TYPE_STRING, format=openapi.FORMAT_URI)),
+                    ('previous', openapi.Schema(type=openapi.TYPE_STRING, format=openapi.FORMAT_URI)),
+                    ('results', response_schema),
+                )),
+                required=['count', 'results']
+            )
+
+        return paged_schema

src/drf_yasg/inspectors/view.py

@@ -1,63 +1,22 @@
-import inspect
 from collections import OrderedDict
 
-import coreschema
-from rest_framework import serializers, status
 from rest_framework.request import is_form_media_type
 from rest_framework.schemas import AutoSchema
 from rest_framework.status import is_success
-from rest_framework.viewsets import GenericViewSet
 
-from . import openapi
+from .. import openapi
-from .errors import SwaggerGenerationError
+from ..errors import SwaggerGenerationError
-from .utils import serializer_field_to_swagger, no_body, is_list_view, param_list_to_odict
+from ..utils import force_serializer_instance, guess_response_status, is_list_view, no_body, param_list_to_odict
+from .base import ViewInspector
 
 
-def force_serializer_instance(serializer):
+class SwaggerAutoSchema(ViewInspector):
-    """Force `serializer` into a ``Serializer`` instance. If it is not a ``Serializer`` class or instance, raises
+    def __init__(self, view, path, method, components, request, overrides):
-    an assertion error.
+        super(SwaggerAutoSchema, self).__init__(view, path, method, components, request, overrides)
-
-    :param serializer: serializer class or instance
-    :return: serializer instance
-    """
-    if inspect.isclass(serializer):
-        assert issubclass(serializer, serializers.BaseSerializer), "Serializer required, not %s" % serializer.__name__
-        return serializer()
-
-    assert isinstance(serializer, serializers.BaseSerializer), \
-        "Serializer class or instance required, not %s" % type(serializer).__name__
-    return serializer
-
-
-class SwaggerAutoSchema(object):
-    body_methods = ('PUT', 'PATCH', 'POST')  #: methods allowed to have a request body
-
-    def __init__(self, view, path, method, overrides, components):
-        """Inspector class responsible for providing :class:`.Operation` definitions given a
-
-        :param view: the view associated with this endpoint
-        :param str path: the path component of the operation URL
-        :param str method: the http method of the operation
-        :param dict overrides: manual overrides as passed to :func:`@swagger_auto_schema <.swagger_auto_schema>`
-        :param openapi.ReferenceResolver components: referenceable components
-        """
-        super(SwaggerAutoSchema, self).__init__()
         self._sch = AutoSchema()
-        self.view = view
-        self.path = path
-        self.method = method
-        self.overrides = overrides
-        self.components = components
         self._sch.view = view
 
     def get_operation(self, operation_keys):
-        """Get an :class:`.Operation` for the given API endpoint (path, method).
-        This includes query, body parameters and response schemas.
-
-        :param tuple[str] operation_keys: an array of keys describing the hierarchical layout of this view in the API;
-          e.g. ``('snippets', 'list')``, ``('snippets', 'retrieve')``, etc.
-        :rtype: openapi.Operation
-        """
         consumes = self.get_consumes()
 
         body = self.get_request_body_parameters(consumes)
@@ -66,17 +25,19 @@ class SwaggerAutoSchema(object):
         parameters = [param for param in parameters if param is not None]
         parameters = self.add_manual_parameters(parameters)
 
+        operation_id = self.get_operation_id(operation_keys)
         description = self.get_description()
+        tags = self.get_tags(operation_keys)
 
         responses = self.get_responses()
 
         return openapi.Operation(
-            operation_id='_'.join(operation_keys),
+            operation_id=operation_id,
             description=description,
             responses=responses,
             parameters=parameters,
             consumes=consumes,
-            tags=[operation_keys[0]],
+            tags=tags,
         )
 
     def get_request_body_parameters(self, consumes):
@@ -105,7 +66,7 @@ class SwaggerAutoSchema(object):
         else:
             if schema is None:
                 schema = self.get_request_body_schema(serializer)
-            return [self.make_body_parameter(schema)]
+            return [self.make_body_parameter(schema)] if schema is not None else []
 
     def get_view_serializer(self):
         """Return the serializer as defined by the view's ``get_serializer()`` method.
@@ -192,26 +153,6 @@ class SwaggerAutoSchema(object):
             responses=self.get_response_schemas(response_serializers)
         )
 
-    def get_paged_response_schema(self, response_schema):
-        """Add appropriate paging fields to a response :class:`.Schema`.
-
-        :param openapi.Schema response_schema: the response schema that must be paged.
-        :rtype: openapi.Schema
-        """
-        assert response_schema.type == openapi.TYPE_ARRAY, "array return expected for paged response"
-        paged_schema = openapi.Schema(
-            type=openapi.TYPE_OBJECT,
-            properties={
-                'count': openapi.Schema(type=openapi.TYPE_INTEGER),
-                'next': openapi.Schema(type=openapi.TYPE_STRING, format=openapi.FORMAT_URI),
-                'previous': openapi.Schema(type=openapi.TYPE_STRING, format=openapi.FORMAT_URI),
-                'results': response_schema,
-            },
-            required=['count', 'results']
-        )
-
-        return paged_schema
-
     def get_default_responses(self):
         """Get the default responses determined for this view from the request serializer and request method.
 
@@ -219,28 +160,24 @@ class SwaggerAutoSchema(object):
         """
         method = self.method.lower()
 
-        default_status = status.HTTP_200_OK
+        default_status = guess_response_status(method)
         default_schema = ''
-        if method == 'post':
+        if method in ('get', 'post', 'put', 'patch'):
-            default_status = status.HTTP_201_CREATED
-            default_schema = self.get_request_serializer() or self.get_view_serializer()
-        elif method == 'delete':
-            default_status = status.HTTP_204_NO_CONTENT
-        elif method in ('get', 'put', 'patch'):
             default_schema = self.get_request_serializer() or self.get_view_serializer()
 
         default_schema = default_schema or ''
         if any(is_form_media_type(encoding) for encoding in self.get_consumes()):
             default_schema = ''
+        if default_schema and not isinstance(default_schema, openapi.Schema):
+            default_schema = self.serializer_to_schema(default_schema) or ''
+
         if default_schema:
-            if not isinstance(default_schema, openapi.Schema):
-                default_schema = self.serializer_to_schema(default_schema)
             if is_list_view(self.path, self.method, self.view) and self.method.lower() == 'get':
                 default_schema = openapi.Schema(type=openapi.TYPE_ARRAY, items=default_schema)
             if self.should_page():
-                default_schema = self.get_paged_response_schema(default_schema)
+                default_schema = self.get_paginated_response(default_schema) or default_schema
 
-        return {str(default_status): default_schema}
+        return OrderedDict({str(default_status): default_schema})
 
     def get_response_serializers(self):
         """Return the response codes that this view is expected to return, and the serializer for each response body.
@@ -254,7 +191,7 @@ class SwaggerAutoSchema(object):
         manual_responses = self.overrides.get('responses', None) or {}
         manual_responses = OrderedDict((str(sc), resp) for sc, resp in manual_responses.items())
 
-        responses = {}
+        responses = OrderedDict()
         if not any(is_success(int(sc)) for sc in manual_responses if sc != 'default'):
             responses = self.get_default_responses()
 
@@ -268,7 +205,7 @@ class SwaggerAutoSchema(object):
         :return: a dictionary of status code to :class:`.Response` object
         :rtype: dict[str, openapi.Response]
         """
-        responses = {}
+        responses = OrderedDict()
         for sc, serializer in response_serializers.items():
             if isinstance(serializer, str):
                 response = openapi.Response(
@@ -325,84 +262,18 @@ class SwaggerAutoSchema(object):
 
         return natural_parameters + serializer_parameters
 
-    def should_filter(self):
+    def get_operation_id(self, operation_keys):
-        """Determine whether filter backend parameters should be included for this request.
+        """Return an unique ID for this operation. The ID must be unique across
+        all :class:`.Operation` objects in the API.
 
-        :rtype: bool
+        :param tuple[str] operation_keys: an array of keys derived from the pathdescribing the hierarchical layout
+            of this view in the API; e.g. ``('snippets', 'list')``, ``('snippets', 'retrieve')``, etc.
+        :rtype: str
         """
-        if not getattr(self.view, 'filter_backends', None):
+        operation_id = self.overrides.get('operation_id', '')
-            return False
+        if not operation_id:
-
+            operation_id = '_'.join(operation_keys)
-        if self.method.lower() not in ["get", "delete"]:
+        return operation_id
-            return False
-
-        if not isinstance(self.view, GenericViewSet):
-            return True
-
-        return is_list_view(self.path, self.method, self.view)
-
-    def get_filter_backend_parameters(self, filter_backend):
-        """Get the filter parameters for a single filter backend **instance**.
-
-        :param BaseFilterBackend filter_backend: the filter backend
-        :rtype: list[openapi.Parameter]
-        """
-        fields = []
-        if hasattr(filter_backend, 'get_schema_fields'):
-            fields = filter_backend.get_schema_fields(self.view)
-        return [self.coreapi_field_to_parameter(field) for field in fields]
-
-    def get_filter_parameters(self):
-        """Return the parameters added to the view by its filter backends.
-
-        :rtype: list[openapi.Parameter]
-        """
-        if not self.should_filter():
-            return []
-
-        fields = []
-        for filter_backend in self.view.filter_backends:
-            fields += self.get_filter_backend_parameters(filter_backend())
-
-        return fields
-
-    def should_page(self):
-        """Determine whether paging parameters and structure should be added to this operation's request and response.
-
-        :rtype: bool
-        """
-        if not hasattr(self.view, 'paginator'):
-            return False
-
-        if self.view.paginator is None:
-            return False
-
-        if self.method.lower() != 'get':
-            return False
-
-        return is_list_view(self.path, self.method, self.view)
-
-    def get_paginator_parameters(self, paginator):
-        """Get the pagination parameters for a single paginator **instance**.
-
-        :param BasePagination paginator: the paginator
-        :rtype: list[openapi.Parameter]
-        """
-        fields = []
-        if hasattr(paginator, 'get_schema_fields'):
-            fields = paginator.get_schema_fields(self.view)
-
-        return [self.coreapi_field_to_parameter(field) for field in fields]
-
-    def get_pagination_parameters(self):
-        """Return the parameters added to the view by its paginator.
-
-        :rtype: list[openapi.Parameter]
-        """
-        if not self.should_page():
-            return []
-
-        return self.get_paginator_parameters(self.view.paginator)
 
     def get_description(self):
         """Return an operation description determined as appropriate from the view's method and class docstrings.
@@ -415,6 +286,16 @@ class SwaggerAutoSchema(object):
             description = self._sch.get_description(self.path, self.method)
         return description
 
+    def get_tags(self, operation_keys):
+        """Get a list of tags for this operation. Tags determine how operations relate with each other, and in the UI
+        each tag will show as a group containing the operations that use it.
+
+        :param tuple[str] operation_keys: an array of keys derived from the pathdescribing the hierarchical layout
+            of this view in the API; e.g. ``('snippets', 'list')``, ``('snippets', 'retrieve')``, etc.
+        :rtype: list[str]
+        """
+        return [operation_keys[0]]
+
     def get_consumes(self):
         """Return the MIME types this endpoint can consume.
 
@@ -424,62 +305,3 @@ class SwaggerAutoSchema(object):
         if all(is_form_media_type(encoding) for encoding in media_types):
             return media_types
         return media_types[:1]
-
-    def serializer_to_schema(self, serializer):
-        """Convert a DRF Serializer instance to an :class:`.openapi.Schema`.
-
-        :param serializers.BaseSerializer serializer: the ``Serializer`` instance
-        :rtype: openapi.Schema
-        """
-        definitions = self.components.with_scope(openapi.SCHEMA_DEFINITIONS)
-        return serializer_field_to_swagger(serializer, openapi.Schema, definitions)
-
-    def serializer_to_parameters(self, serializer, in_):
-        """Convert a DRF serializer into a list of :class:`.Parameter`\ s using :meth:`.field_to_parameter`
-
-        :param serializers.BaseSerializer serializer: the ``Serializer`` instance
-        :param str in_: the location of the parameters, one of the `openapi.IN_*` constants
-        :rtype: list[openapi.Parameter]
-        """
-        fields = getattr(serializer, 'fields', {})
-        return [
-            self.field_to_parameter(value, key, in_)
-            for key, value
-            in fields.items()
-        ]
-
-    def field_to_parameter(self, field, name, in_):
-        """Convert a DRF serializer Field to a swagger :class:`.Parameter` object.
-
-        :param coreapi.Field field:
-        :param str name: the name of the parameter
-        :param str in_: the location of the parameter, one of the `openapi.IN_*` constants
-        :rtype: openapi.Parameter
-        """
-        return serializer_field_to_swagger(field, openapi.Parameter, name=name, in_=in_)
-
-    def coreapi_field_to_parameter(self, field):
-        """Convert an instance of `coreapi.Field` to a swagger :class:`.Parameter` object.
-
-        :param coreapi.Field field:
-        :rtype: openapi.Parameter
-        """
-        location_to_in = {
-            'query': openapi.IN_QUERY,
-            'path': openapi.IN_PATH,
-            'form': openapi.IN_FORM,
-            'body': openapi.IN_FORM,
-        }
-        coreapi_types = {
-            coreschema.Integer: openapi.TYPE_INTEGER,
-            coreschema.Number: openapi.TYPE_NUMBER,
-            coreschema.String: openapi.TYPE_STRING,
-            coreschema.Boolean: openapi.TYPE_BOOLEAN,
-        }
-        return openapi.Parameter(
-            name=field.name,
-            in_=location_to_in[field.location],
-            type=coreapi_types.get(type(field.schema), openapi.TYPE_STRING),
-            required=field.required,
-            description=field.schema.description,
-        )

src/drf_yasg/management/commands/generate_swagger.py

@@ -0,0 +1,134 @@
+import json
+import logging
+import os
+from collections import OrderedDict
+
+from django.contrib.auth.models import User
+from django.core.exceptions import ImproperlyConfigured
+from django.core.management.base import BaseCommand
+from rest_framework.test import APIRequestFactory, force_authenticate
+from rest_framework.views import APIView
+
+from ... import openapi
+from ...app_settings import swagger_settings
+from ...codecs import OpenAPICodecJson, OpenAPICodecYaml
+from ...generators import OpenAPISchemaGenerator
+
+
+class Command(BaseCommand):
+    help = 'Write the Swagger schema to disk in JSON or YAML format.'
+
+    def add_arguments(self, parser):
+        parser.add_argument(
+            'output_file', metavar='output-file',
+            nargs='?',
+            default='-',
+            type=str,
+            help='Output path for generated swagger document, or "-" for stdout.'
+        )
+        parser.add_argument(
+            '-o', '--overwrite',
+            default=False, action='store_true',
+            help='Overwrite the output file if it already exists. '
+                 'Default behavior is to stop if the output file exists.'
+        )
+        parser.add_argument(
+            '-f', '--format', dest='format',
+            default='', choices=('json', 'yaml'),
+            type=str,
+            help='Output format. If not given, it is guessed from the output file extension and defaults to json.'
+        )
+        parser.add_argument(
+            '-u', '--url', dest='api_url',
+            default='',
+            type=str,
+            help='Base API URL - sets the host, scheme and basePath attributes of the generated document.'
+        )
+        parser.add_argument(
+            '-m', '--mock-request', dest='mock',
+            default=False, action='store_true',
+            help='Use a mock request when generating the swagger schema. This is useful if your views or serializers'
+                 'depend on context from a request in order to function.'
+        )
+        parser.add_argument(
+            '--user', dest='user',
+            default='',
+            help='Username of an existing user to use for mocked authentication. This option implies --mock-request.'
+        )
+        parser.add_argument(
+            '-p', '--private',
+            default=False, action="store_true",
+            help='Hides endpoints not accesible to the target user. If --user is not given, only shows endpoints that '
+                 'are accesible to unauthenticated users.\n'
+                 'This has the same effect as passing public=False to get_schema_view() or '
+                 'OpenAPISchemaGenerator.get_schema().\n'
+                 'This option implies --mock-request.'
+        )
+
+    def write_schema(self, schema, stream, format):
+        if format == 'json':
+            codec = OpenAPICodecJson(validators=[])
+            swagger_json = codec.encode(schema)
+            swagger_json = json.loads(swagger_json.decode('utf-8'), object_pairs_hook=OrderedDict)
+            pretty_json = json.dumps(swagger_json, indent=4, ensure_ascii=True)
+            stream.write(pretty_json)
+        elif format == 'yaml':
+            codec = OpenAPICodecYaml(validators=[])
+            swagger_yaml = codec.encode(schema).decode('utf-8')
+            # YAML is already pretty!
+            stream.write(swagger_yaml)
+        else:  # pragma: no cover
+            raise ValueError("unknown format %s" % format)
+
+    def get_mock_request(self, url, format, user=None):
+        factory = APIRequestFactory()
+
+        request = factory.get(url + '/swagger.' + format)
+        if user is not None:
+            force_authenticate(request, user=user)
+        request = APIView().initialize_request(request)
+        return request
+
+    def handle(self, output_file, overwrite, format, api_url, mock, user, private, *args, **options):
+        # disable logs of WARNING and below
+        logging.disable(logging.WARNING)
+
+        info = getattr(swagger_settings, 'DEFAULT_INFO', None)
+        if not isinstance(info, openapi.Info):
+            raise ImproperlyConfigured(
+                'settings.SWAGGER_SETTINGS["DEFAULT_INFO"] should be an '
+                'import string pointing to an openapi.Info object'
+            )
+
+        if not format:
+            if os.path.splitext(output_file)[1] in ('.yml', '.yaml'):
+                format = 'yaml'
+        format = format or 'json'
+
+        api_url = api_url or swagger_settings.DEFAULT_API_URL
+
+        user = User.objects.get(username=user) if user else None
+        mock = mock or private or (user is not None)
+        if mock and not api_url:
+            raise ImproperlyConfigured(
+                '--mock-request requires an API url; either provide '
+                'the --url argument or set the DEFAULT_API_URL setting'
+            )
+
+        request = self.get_mock_request(api_url, format, user) if mock else None
+
+        generator = OpenAPISchemaGenerator(
+            info=info,
+            url=api_url
+        )
+        schema = generator.get_schema(request=request, public=not private)
+
+        if output_file == '-':
+            self.write_schema(schema, self.stdout, format)
+        else:
+            # normally this would be easily done with open(mode='x'/'w'),
+            # but python 2 is a pain in the ass as usual
+            flags = os.O_CREAT | os.O_WRONLY
+            flags = flags | (os.O_TRUNC if overwrite else os.O_EXCL)
+            with os.fdopen(os.open(output_file, flags), "w") as stream:
+                self.write_schema(schema, stream, format)

src/drf_yasg/openapi.py

@@ -1,9 +1,11 @@
+import re
 from collections import OrderedDict
 
 from coreapi.compat import urlparse
-from future.utils import raise_from
 from inflection import camelize
 
+from .utils import filter_none
+
 TYPE_OBJECT = "object"  #:
 TYPE_STRING = "string"  #:
 TYPE_NUMBER = "number"  #:
@@ -94,8 +96,9 @@ class SwaggerDict(OrderedDict):
             raise AttributeError
         try:
             return self[make_swagger_name(item)]
-        except KeyError as e:
+        except KeyError:
-            raise_from(AttributeError("object of class " + type(self).__name__ + " has no attribute " + item), e)
+            # raise_from is EXTREMELY slow, replaced with plain raise
+            raise AttributeError("object of class " + type(self).__name__ + " has no attribute " + item)
 
     def __delattr__(self, item):
         if item.startswith('_'):
@@ -230,7 +233,7 @@ class Swagger(SwaggerDict):
         self.base_path = '/'
 
         self.paths = paths
-        self.definitions = definitions
+        self.definitions = filter_none(definitions)
         self._insert_extras__()
 
 
@@ -270,13 +273,13 @@ class PathItem(SwaggerDict):
         self.patch = patch
         self.delete = delete
         self.options = options
-        self.parameters = parameters
+        self.parameters = filter_none(parameters)
         self._insert_extras__()
 
 
 class Operation(SwaggerDict):
     def __init__(self, operation_id, responses, parameters=None, consumes=None,
-                 produces=None, description=None, tags=None, **extra):
+                 produces=None, summary=None, description=None, tags=None, **extra):
         """Information about an API operation (path + http method combination)
 
         :param str operation_id: operation ID, should be unique across all operations
@@ -284,17 +287,19 @@ class Operation(SwaggerDict):
         :param list[.Parameter] parameters: parameters accepted
         :param list[str] consumes: content types accepted
         :param list[str] produces: content types produced
-        :param str description: operation description
+        :param str summary: operation summary; should be < 120 characters
+        :param str description: operation description; can be of any length and supports markdown
         :param list[str] tags: operation tags
         """
         super(Operation, self).__init__(**extra)
         self.operation_id = operation_id
+        self.summary = summary
         self.description = description
-        self.parameters = [param for param in parameters if param is not None]
+        self.parameters = filter_none(parameters)
         self.responses = responses
-        self.consumes = consumes
+        self.consumes = filter_none(consumes)
-        self.produces = produces
+        self.produces = filter_none(produces)
-        self.tags = tags
+        self.tags = filter_none(tags)
         self._insert_extras__()
 
 
@@ -309,6 +314,7 @@ class Items(SwaggerDict):
         :param .Items items: only valid if `type` is ``array``
         """
         super(Items, self).__init__(**extra)
+        assert type is not None, "type is required!"
         self.type = type
         self.format = format
         self.enum = enum
@@ -351,40 +357,51 @@ class Parameter(SwaggerDict):
 
 
 class Schema(SwaggerDict):
-    OR_REF = ()
+    OR_REF = ()  #: useful for type-checking, e.g ``isinstance(obj, openapi.Schema.OR_REF)``
 
-    def __init__(self, description=None, required=None, type=None, properties=None, additional_properties=None,
+    def __init__(self, title=None, description=None, type=None, format=None, enum=None, pattern=None, properties=None,
-                 format=None, enum=None, pattern=None, items=None, **extra):
+                 additional_properties=None, required=None, items=None, default=None, read_only=None, **extra):
         """Describes a complex object accepted as parameter or returned as a response.
 
-        :param description: schema description
+        :param str title: schema title
-        :param list[str] required: list of requried property names
+        :param str description: schema description
         :param str type: value type; required
-        :param list[.Schema,.SchemaRef] properties: object properties; required if `type` is ``object``
-        :param bool,.Schema,.SchemaRef additional_properties: allow wildcard properties not listed in `properties`
         :param str format: value format, see OpenAPI spec
         :param list enum: restrict possible values
         :param str pattern: pattern if type is ``string``
-        :param .Schema,.SchemaRef items: only valid if `type` is ``array``
+        :param list[.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``
+        :param default: only valid when insider another ``Schema``\ 's ``properties``;
+            the default value of this property if it is not provided, must conform to the type of this Schema
+        :param read_only: only valid when insider another ``Schema``\ 's ``properties``;
+            declares the property as read only - it must only be sent as part of responses, never in requests
         """
         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 array of required properties, not a boolean!")
+        assert type is not None, "type is required!"
+        self.title = title
         self.description = description
-        self.required = required
+        self.required = filter_none(required)
         self.type = type
-        self.properties = properties
+        self.properties = filter_none(properties)
         self.additional_properties = additional_properties
         self.format = format
         self.enum = enum
         self.pattern = pattern
         self.items = items
+        self.read_only = read_only
+        self.default = default
         self._insert_extras__()
 
 
 class _Ref(SwaggerDict):
+    ref_name_re = re.compile(r"#/(?P<scope>.+)/(?P<name>[^/]+)$")
+
     def __init__(self, resolver, name, scope, expected_type):
         """Base class for all reference types. A reference object has only one property, ``$ref``, which must be a JSON
         reference to a valid object in the specification, e.g. ``#/definitions/Article`` to refer to an article model.
@@ -402,6 +419,15 @@ class _Ref(SwaggerDict):
             .format(actual=type(obj).__name__, expected=expected_type.__name__)
         self.ref = ref_name
 
+    def resolve(self, resolver):
+        """Get the object targeted by this reference from the given component resolver.
+
+        :param .ReferenceResolver resolver: component resolver which must contain the referneced object
+        :returns: the target object
+        """
+        ref_match = self.ref_name_re.match(self.ref)
+        return resolver.get(ref_match.group('name'), scope=ref_match.group('scope'))
+
     def __setitem__(self, key, value, **kwargs):
         if key == "$ref":
             return super(_Ref, self).__setitem__(key, value, **kwargs)
@@ -425,6 +451,17 @@ class SchemaRef(_Ref):
 Schema.OR_REF = (Schema, SchemaRef)
 
 
+def resolve_ref(ref_or_obj, resolver):
+    """Resolve `ref_or_obj` if it is a reference type. Return it unchaged if not.
+
+    :param SwaggerDict,_Ref ref_or_obj:
+    :param resolver: component resolver which must contain the referenced object
+    """
+    if isinstance(ref_or_obj, _Ref):
+        return ref_or_obj.resolve(resolver)
+    return ref_or_obj
+
+
 class Responses(SwaggerDict):
     def __init__(self, responses, default=None, **extra):
         """Describes the expected responses of an :class:`.Operation`.
@@ -481,7 +518,7 @@ class ReferenceResolver(object):
             self._objects[scope] = OrderedDict()
 
     def with_scope(self, scope):
-        """Return a new :class:`.ReferenceResolver` whose scope is defaulted and forced to `scope`.
+        """Return a view into this :class:`.ReferenceResolver` whose scope is defaulted and forced to `scope`.
 
         :param str scope: target scope, must be in this resolver's `scopes`
         :return: the bound resolver

src/drf_yasg/renderers.py

@@ -2,8 +2,8 @@ from django.shortcuts import render, resolve_url
 from rest_framework.renderers import BaseRenderer
 from rest_framework.utils import json
 
-from .app_settings import swagger_settings, redoc_settings
+from .app_settings import redoc_settings, swagger_settings
-from .codecs import OpenAPICodecJson, VALIDATORS, OpenAPICodecYaml
+from .codecs import VALIDATORS, OpenAPICodecJson, OpenAPICodecYaml
 
 
 class _SpecRenderer(BaseRenderer):
@@ -14,7 +14,7 @@ class _SpecRenderer(BaseRenderer):
 
     @classmethod
     def with_validators(cls, validators):
-        assert all(vld in VALIDATORS for vld in validators), "allowed validators are" + ", ".join(VALIDATORS)
+        assert all(vld in VALIDATORS for vld in validators), "allowed validators are " + ", ".join(VALIDATORS)
         return type(cls.__name__, (cls,), {'validators': validators})
 
     def render(self, data, media_type=None, renderer_context=None):
@@ -45,7 +45,7 @@ class SwaggerYAMLRenderer(_SpecRenderer):
 
 
 class _UIRenderer(BaseRenderer):
-    """Base class for web UI renderers. Handles loading an passing settings to the appropriate template."""
+    """Base class for web UI renderers. Handles loading and passing settings to the appropriate template."""
     media_type = 'text/html'
     charset = 'utf-8'
     template = ''
@@ -84,6 +84,7 @@ class _UIRenderer(BaseRenderer):
             'showExtensions': swagger_settings.SHOW_EXTENSIONS,
             'defaultModelRendering': swagger_settings.DEFAULT_MODEL_RENDERING,
             'defaultModelExpandDepth': swagger_settings.DEFAULT_MODEL_DEPTH,
+            'defaultModelsExpandDepth': swagger_settings.DEFAULT_MODEL_DEPTH,
         }
         data = {k: v for k, v in data.items() if v is not None}
         if swagger_settings.VALIDATOR_URL != '':

src/drf_yasg/static/drf-yasg/swagger-ui-dist/README.md

@@ -1,22 +0,0 @@
-# Swagger UI Dist
-[![NPM version](https://badge.fury.io/js/swagger-ui-dist.svg)](http://badge.fury.io/js/swagger-ui-dist)
-
-# API
-
-This module, `swagger-ui-dist`, exposes Swagger-UI's entire dist folder as a dependency-free npm module.
-Use `swagger-ui` instead, if you'd like to have npm install dependencies for you.
-
-`SwaggerUIBundle` and `SwaggerUIStandalonePreset` can be imported:
-```javascript
-  import { SwaggerUIBundle, SwaggerUIStandalonePreset } from "swagger-ui-dist"
-```
-
-To get an absolute path to this directory for static file serving, use the exported `getAbsoluteFSPath` method:
-
-```javascript
-const swaggerUiAssetPath = require("swagger-ui-dist").getAbsoluteFSPath()
-
-// then instantiate server that serves files from the swaggerUiAssetPath
-```
-
-For anything else, check the [Swagger-UI](https://github.com/swagger-api/swagger-ui) repository.

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

@@ -1,95 +0,0 @@
-<!-- HTML for static distribution bundle build -->
-<!DOCTYPE html>
-<html lang="en">
-<head>
-  <meta charset="UTF-8">
-  <title>Swagger UI</title>
-  <link href="https://fonts.googleapis.com/css?family=Open+Sans:400,700|Source+Code+Pro:300,600|Titillium+Web:400,600,700" rel="stylesheet">
-  <link rel="stylesheet" type="text/css" href="./swagger-ui.css" >
-  <link rel="icon" type="image/png" href="./favicon-32x32.png" sizes="32x32" />
-  <link rel="icon" type="image/png" href="./favicon-16x16.png" sizes="16x16" />
-  <style>
-    html
-    {
-      box-sizing: border-box;
-      overflow: -moz-scrollbars-vertical;
-      overflow-y: scroll;
-    }
-    *,
-    *:before,
-    *:after
-    {
-      box-sizing: inherit;
-    }
-
-    body {
-      margin:0;
-      background: #fafafa;
-    }
-  </style>
-</head>
-
-<body>
-
-<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" style="position:absolute;width:0;height:0">
-  <defs>
-    <symbol viewBox="0 0 20 20" id="unlocked">
-          <path d="M15.8 8H14V5.6C14 2.703 12.665 1 10 1 7.334 1 6 2.703 6 5.6V6h2v-.801C8 3.754 8.797 3 10 3c1.203 0 2 .754 2 2.199V8H4c-.553 0-1 .646-1 1.199V17c0 .549.428 1.139.951 1.307l1.197.387C5.672 18.861 6.55 19 7.1 19h5.8c.549 0 1.428-.139 1.951-.307l1.196-.387c.524-.167.953-.757.953-1.306V9.199C17 8.646 16.352 8 15.8 8z"></path>
-    </symbol>
-
-    <symbol viewBox="0 0 20 20" id="locked">
-      <path d="M15.8 8H14V5.6C14 2.703 12.665 1 10 1 7.334 1 6 2.703 6 5.6V8H4c-.553 0-1 .646-1 1.199V17c0 .549.428 1.139.951 1.307l1.197.387C5.672 18.861 6.55 19 7.1 19h5.8c.549 0 1.428-.139 1.951-.307l1.196-.387c.524-.167.953-.757.953-1.306V9.199C17 8.646 16.352 8 15.8 8zM12 8H8V5.199C8 3.754 8.797 3 10 3c1.203 0 2 .754 2 2.199V8z"/>
-    </symbol>
-
-    <symbol viewBox="0 0 20 20" id="close">
-      <path d="M14.348 14.849c-.469.469-1.229.469-1.697 0L10 11.819l-2.651 3.029c-.469.469-1.229.469-1.697 0-.469-.469-.469-1.229 0-1.697l2.758-3.15-2.759-3.152c-.469-.469-.469-1.228 0-1.697.469-.469 1.228-.469 1.697 0L10 8.183l2.651-3.031c.469-.469 1.228-.469 1.697 0 .469.469.469 1.229 0 1.697l-2.758 3.152 2.758 3.15c.469.469.469 1.229 0 1.698z"/>
-    </symbol>
-
-    <symbol viewBox="0 0 20 20" id="large-arrow">
-      <path d="M13.25 10L6.109 2.58c-.268-.27-.268-.707 0-.979.268-.27.701-.27.969 0l7.83 7.908c.268.271.268.709 0 .979l-7.83 7.908c-.268.271-.701.27-.969 0-.268-.269-.268-.707 0-.979L13.25 10z"/>
-    </symbol>
-
-    <symbol viewBox="0 0 20 20" id="large-arrow-down">
-      <path d="M17.418 6.109c.272-.268.709-.268.979 0s.271.701 0 .969l-7.908 7.83c-.27.268-.707.268-.979 0l-7.908-7.83c-.27-.268-.27-.701 0-.969.271-.268.709-.268.979 0L10 13.25l7.418-7.141z"/>
-    </symbol>
-
-
-    <symbol viewBox="0 0 24 24" id="jump-to">
-      <path d="M19 7v4H5.83l3.58-3.59L8 6l-6 6 6 6 1.41-1.41L5.83 13H21V7z"/>
-    </symbol>
-
-    <symbol viewBox="0 0 24 24" id="expand">
-      <path d="M10 18h4v-2h-4v2zM3 6v2h18V6H3zm3 7h12v-2H6v2z"/>
-    </symbol>
-
-  </defs>
-</svg>
-
-<div id="swagger-ui"></div>
-
-<script src="./swagger-ui-bundle.js"> </script>
-<script src="./swagger-ui-standalone-preset.js"> </script>
-<script>
-window.onload = function() {
-  
-  // Build a system
-  const ui = SwaggerUIBundle({
-    url: "http://petstore.swagger.io/v2/swagger.json",
-    dom_id: '#swagger-ui',
-    deepLinking: true,
-    presets: [
-      SwaggerUIBundle.presets.apis,
-      SwaggerUIStandalonePreset
-    ],
-    plugins: [
-      SwaggerUIBundle.plugins.DownloadUrl
-    ],
-    layout: "StandaloneLayout"
-  })
-
-  window.ui = ui
-}
-</script>
-</body>
-
-</html>

src/drf_yasg/static/drf-yasg/swagger-ui-dist/swagger-ui.css.map

@@ -1 +0,0 @@
-{"version":3,"sources":[],"names":[],"mappings":"","file":"swagger-ui.css","sourceRoot":""}

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

@@ -163,7 +163,16 @@
             plugins: [
                 SwaggerUIBundle.plugins.DownloadUrl
             ],
-            layout: "StandaloneLayout"
+            layout: "StandaloneLayout",
+            filter: true,
+            requestInterceptor: function(request) {
+                var headers = request.headers || {};
+                var csrftoken = document.querySelector("[name=csrfmiddlewaretoken]");
+                if (csrftoken) {
+                    headers["X-CSRFToken"] = csrftoken.value;
+                }
+                return request;
+            }
         };
 
         var swaggerSettings = {};

src/drf_yasg/utils.py

@@ -1,52 +1,20 @@
+import inspect
+import logging
 from collections import OrderedDict
 
-from django.core.validators import RegexValidator
+from rest_framework import serializers, status
-from django.utils.encoding import force_text
+from rest_framework.mixins import DestroyModelMixin, RetrieveModelMixin, UpdateModelMixin
-from rest_framework import serializers
-from rest_framework.mixins import RetrieveModelMixin, DestroyModelMixin, UpdateModelMixin
 
-from . import openapi
+logger = logging.getLogger(__name__)
-from .errors import SwaggerGenerationError
 
 #: used to forcibly remove the body of a request via :func:`.swagger_auto_schema`
 no_body = object()
 
 
-def is_list_view(path, method, view):
-    """Check if the given path/method appears to represent a list view (as opposed to a detail/instance view).
-
-    :param str path: view path
-    :param str method: http method
-    :param APIView view: target view
-    :rtype: bool
-    """
-    # for ViewSets, it could be the default 'list' action, or a list_route
-    action = getattr(view, 'action', '')
-    method = getattr(view, action, None)
-    detail = getattr(method, 'detail', None)
-    suffix = getattr(view, 'suffix', None)
-    if action in ('list', 'create') or detail is False or suffix == 'List':
-        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
-        return False
-
-    # for APIView, if it's a detail view it can't also be a list view
-    if isinstance(view, (RetrieveModelMixin, UpdateModelMixin, DestroyModelMixin)):
-        return False
-
-    # if the last component in the path is parameterized it's probably not a list view
-    path_components = path.strip('/').split('/')
-    if path_components and '{' in path_components[-1]:
-        return False
-
-    # otherwise assume it's a list view
-    return True
-
-
 def swagger_auto_schema(method=None, methods=None, auto_schema=None, request_body=None, query_serializer=None,
-                        manual_parameters=None, operation_description=None, responses=None):
+                        manual_parameters=None, operation_id=None, operation_description=None, responses=None,
+                        field_inspectors=None, filter_inspectors=None, paginator_inspectors=None,
+                        **extra_overrides):
     """Decorate a view method to customize the :class:`.Operation` object generated from it.
 
     `method` and `methods` are mutually exclusive and must only be present when decorating a view method that accepts
@@ -54,9 +22,17 @@ def swagger_auto_schema(method=None, methods=None, auto_schema=None, request_bod
 
     The `auto_schema` and `operation_description` arguments take precendence over view- or method-level values.
 
+    .. versionchanged:: 1.1
+       Added the ``extra_overrides`` and ``operatiod_id`` parameters.
+
+    .. versionchanged:: 1.1
+       Added the ``field_inspectors``, ``filter_inspectors`` and ``paginator_inspectors`` parameters.
+
     :param str method: for multi-method views, the http method the options should apply to
     :param list[str] methods: for multi-method views, the http methods the options should apply to
-    :param .SwaggerAutoSchema auto_schema: custom class to use for generating the Operation object
+    :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
     :param .Schema,.SchemaRef,.Serializer request_body: custom request body, or :data:`.no_body`. The value given here
         will be used as the ``schema`` property of a :class:`.Parameter` with ``in: 'body'``.
 
@@ -83,6 +59,7 @@ def swagger_auto_schema(method=None, methods=None, auto_schema=None, request_bod
 
         It is an error to supply ``form`` parameters when the request does not consume form-data.
 
+    :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 dict[str,(.Schema,.SchemaRef,.Response,str,Serializer)] responses: a dict of documented manual responses
         keyed on response status code. If no success (``2xx``) response is given, one will automatically be
@@ -97,6 +74,14 @@ def swagger_auto_schema(method=None, methods=None, auto_schema=None, request_bod
         * a :class:`.Response` object will be used as-is; however if its ``schema`` attribute is a ``Serializer``,
           it will automatically be converted into a :class:`.Schema`
 
+    :param list[.FieldInspector] field_inspectors: extra serializer and field inspectors; these will be tried
+        before :attr:`.ViewInspector.field_inspectors` on the :class:`.inspectors.SwaggerAutoSchema` instance
+    :param list[.FilterInspector] filter_inspectors: extra filter inspectors; these will be tried before
+        :attr:`.ViewInspector.filter_inspectors` on the :class:`.inspectors.SwaggerAutoSchema` instance
+    :param list[.PaginatorInspector] paginator_inspectors: extra paginator inspectors; these will be tried before
+        :attr:`.ViewInspector.paginator_inspectors` on the :class:`.inspectors.SwaggerAutoSchema` instance
+    :param extra_overrides: extra values that will be saved into the ``overrides`` dict; these values will be available
+        in the handling :class:`.inspectors.SwaggerAutoSchema` instance via ``self.overrides``
     """
 
     def decorator(view_method):
@@ -105,10 +90,15 @@ def swagger_auto_schema(method=None, methods=None, auto_schema=None, request_bod
             'request_body': request_body,
             'query_serializer': query_serializer,
             'manual_parameters': manual_parameters,
+            'operation_id': operation_id,
             'operation_description': operation_description,
             'responses': responses,
+            'filter_inspectors': list(filter_inspectors) if filter_inspectors else None,
+            'paginator_inspectors': list(paginator_inspectors) if paginator_inspectors else None,
+            'field_inspectors': list(field_inspectors) if field_inspectors else None,
         }
         data = {k: v for k, v in data.items() if v is not None}
+        data.update(extra_overrides)
 
         # if the method is a detail_route or list_route, it will have a bind_to_methods attribute
         bind_to_methods = getattr(view_method, 'bind_to_methods', [])
@@ -119,7 +109,7 @@ def swagger_auto_schema(method=None, methods=None, auto_schema=None, request_bod
             # detail_route, list_route or api_view
             assert bool(http_method_names) != bool(bind_to_methods), "this should never happen"
             available_methods = http_method_names + bind_to_methods
-            existing_data = getattr(view_method, 'swagger_auto_schema', {})
+            existing_data = getattr(view_method, '_swagger_auto_schema', {})
 
             if http_method_names:
                 _route = "api_view"
@@ -144,185 +134,58 @@ def swagger_auto_schema(method=None, methods=None, auto_schema=None, request_bod
                 existing_data.update((mth.lower(), data) for mth in _methods)
             else:
                 existing_data[available_methods[0]] = data
-            view_method.swagger_auto_schema = existing_data
+            view_method._swagger_auto_schema = existing_data
         else:
             assert method is None and methods is None, \
                 "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"
-            view_method.swagger_auto_schema = data
+            view_method._swagger_auto_schema = data
 
         return view_method
 
     return decorator
 
 
-def serializer_field_to_swagger(field, swagger_object_type, definitions=None, **kwargs):
+def is_list_view(path, method, view):
-    """Convert a drf Serializer or Field instance into a Swagger object.
+    """Check if the given path/method appears to represent a list view (as opposed to a detail/instance view).
 
-    :param rest_framework.serializers.Field field: the source field
+    :param str path: view path
-    :param type[openapi.SwaggerDict] swagger_object_type: should be one of Schema, Parameter, Items
+    :param str method: http method
-    :param .ReferenceResolver definitions: used to serialize Schemas by reference
+    :param APIView view: target view
-    :param kwargs: extra attributes for constructing the object;
+    :rtype: bool
-       if swagger_object_type is Parameter, ``name`` and ``in_`` should be provided
-    :return: the swagger object
-    :rtype: openapi.Parameter, openapi.Items, openapi.Schema
     """
-    assert swagger_object_type in (openapi.Schema, openapi.Parameter, openapi.Items)
+    # for ViewSets, it could be the default 'list' action, or a list_route
-    assert not isinstance(field, openapi.SwaggerDict), "passed field is already a SwaggerDict object"
+    action = getattr(view, 'action', '')
-    title = force_text(field.label) if field.label else None
+    method = getattr(view, action, None)
-    title = title if swagger_object_type == openapi.Schema else None  # only Schema has title
+    detail = getattr(method, 'detail', None)
-    title = None
+    suffix = getattr(view, 'suffix', None)
-    description = force_text(field.help_text) if field.help_text else None
+    if action in ('list', 'create') or detail is False or suffix == 'List':
-    description = description if swagger_object_type != openapi.Items else None  # Items has no description either
+        return True
 
-    def SwaggerType(**instance_kwargs):
+    if action in ('retrieve', 'update', 'partial_update', 'destroy') or detail is True or suffix == 'Instance':
-        if swagger_object_type == openapi.Parameter:
+        # a detail_route is surely not a list route
-            instance_kwargs['required'] = field.required
+        return False
-        if swagger_object_type != openapi.Items:
-            default = getattr(field, 'default', serializers.empty)
-            if default is not serializers.empty:
-                instance_kwargs['default'] = default
-        instance_kwargs.update(kwargs)
-        return swagger_object_type(title=title, description=description, **instance_kwargs)
 
-    # arrays in Schema have Schema elements, arrays in Parameter and Items have Items elements
+    # for GenericAPIView, if it's a detail view it can't also be a list view
-    ChildSwaggerType = openapi.Schema if swagger_object_type == openapi.Schema else openapi.Items
+    if isinstance(view, (RetrieveModelMixin, UpdateModelMixin, DestroyModelMixin)):
+        return False
 
-    # ------ NESTED
+    # if the last component in the path is parameterized it's probably not a list view
-    if isinstance(field, (serializers.ListSerializer, serializers.ListField)):
+    path_components = path.strip('/').split('/')
-        child_schema = serializer_field_to_swagger(field.child, ChildSwaggerType, definitions)
+    if path_components and '{' in path_components[-1]:
-        return SwaggerType(
+        return False
-            type=openapi.TYPE_ARRAY,
-            items=child_schema,
-        )
-    elif isinstance(field, serializers.Serializer):
-        if swagger_object_type != openapi.Schema:
-            raise SwaggerGenerationError("cannot instantiate nested serializer as " + swagger_object_type.__name__)
-        assert definitions is not None, "ReferenceResolver required when instantiating Schema"
 
-        serializer = field
+    # otherwise assume it's a list view
-        if hasattr(serializer, '__ref_name__'):
+    return True
-            ref_name = serializer.__ref_name__
-        else:
-            ref_name = type(serializer).__name__
-            if ref_name.endswith('Serializer'):
-                ref_name = ref_name[:-len('Serializer')]
-
-        def make_schema_definition():
-            properties = OrderedDict()
-            required = []
-            for key, value in serializer.fields.items():
-                properties[key] = serializer_field_to_swagger(value, ChildSwaggerType, definitions)
-                if value.read_only:
-                    properties[key].read_only = value.read_only
-                if value.required:
-                    required.append(key)
-
-            return SwaggerType(
-                type=openapi.TYPE_OBJECT,
-                properties=properties,
-                required=required or None,
-            )
-
-        if not ref_name:
-            return make_schema_definition()
-
-        definitions.setdefault(ref_name, make_schema_definition)
-        return openapi.SchemaRef(definitions, ref_name)
-    elif isinstance(field, serializers.ManyRelatedField):
-        child_schema = serializer_field_to_swagger(field.child_relation, ChildSwaggerType, definitions)
-        return SwaggerType(
-            type=openapi.TYPE_ARRAY,
-            items=child_schema,
-            unique_items=True,  # is this OK?
-        )
-    elif isinstance(field, serializers.RelatedField):
-        # TODO: infer type for PrimaryKeyRelatedField?
-        return SwaggerType(type=openapi.TYPE_STRING)
-    # ------ CHOICES
-    elif isinstance(field, serializers.MultipleChoiceField):
-        return SwaggerType(
-            type=openapi.TYPE_ARRAY,
-            items=ChildSwaggerType(
-                type=openapi.TYPE_STRING,
-                enum=list(field.choices.keys())
-            )
-        )
-    elif isinstance(field, serializers.ChoiceField):
-        return SwaggerType(type=openapi.TYPE_STRING, enum=list(field.choices.keys()))
-    # ------ BOOL
-    elif isinstance(field, serializers.BooleanField):
-        return SwaggerType(type=openapi.TYPE_BOOLEAN)
-    # ------ NUMERIC
-    elif isinstance(field, (serializers.DecimalField, serializers.FloatField)):
-        # TODO: min_value max_value
-        return SwaggerType(type=openapi.TYPE_NUMBER)
-    elif isinstance(field, serializers.IntegerField):
-        # TODO: min_value max_value
-        return SwaggerType(type=openapi.TYPE_INTEGER)
-    # ------ STRING
-    elif isinstance(field, serializers.EmailField):
-        return SwaggerType(type=openapi.TYPE_STRING, format=openapi.FORMAT_EMAIL)
-    elif isinstance(field, serializers.RegexField):
-        return SwaggerType(type=openapi.TYPE_STRING, pattern=find_regex(field))
-    elif isinstance(field, serializers.SlugField):
-        return SwaggerType(type=openapi.TYPE_STRING, format=openapi.FORMAT_SLUG, pattern=find_regex(field))
-    elif isinstance(field, serializers.URLField):
-        return SwaggerType(type=openapi.TYPE_STRING, format=openapi.FORMAT_URI)
-    elif isinstance(field, serializers.IPAddressField):
-        format = {'ipv4': openapi.FORMAT_IPV4, 'ipv6': openapi.FORMAT_IPV6}.get(field.protocol, None)
-        return SwaggerType(type=openapi.TYPE_STRING, format=format)
-    elif isinstance(field, serializers.CharField):
-        # TODO: min_length max_length (for all CharField subclasses above too)
-        return SwaggerType(type=openapi.TYPE_STRING)
-    elif isinstance(field, serializers.UUIDField):
-        return SwaggerType(type=openapi.TYPE_STRING, format=openapi.FORMAT_UUID)
-    # ------ DATE & TIME
-    elif isinstance(field, serializers.DateField):
-        return SwaggerType(type=openapi.TYPE_STRING, format=openapi.FORMAT_DATE)
-    elif isinstance(field, serializers.DateTimeField):
-        return SwaggerType(type=openapi.TYPE_STRING, format=openapi.FORMAT_DATETIME)
-    # ------ OTHERS
-    elif isinstance(field, serializers.FileField):
-        # swagger 2.0 does not support specifics about file fields, so ImageFile gets no special treatment
-        # OpenAPI 3.0 does support it, so a future implementation could handle this better
-        err = SwaggerGenerationError("parameter of type file is supported only in a formData Parameter")
-        if swagger_object_type != openapi.Parameter:
-            raise err  # pragma: no cover
-        param = SwaggerType(type=openapi.TYPE_FILE)
-        if param['in'] != openapi.IN_FORM:
-            raise err  # pragma: no cover
-        return param
-    elif isinstance(field, serializers.DictField) and swagger_object_type == openapi.Schema:
-        child_schema = serializer_field_to_swagger(field.child, ChildSwaggerType, definitions)
-        return SwaggerType(
-            type=openapi.TYPE_OBJECT,
-            additional_properties=child_schema
-        )
-
-    # TODO unhandled fields: TimeField DurationField HiddenField ModelField NullBooleanField? JSONField
-
-    # everything else gets string by default
-    return SwaggerType(type=openapi.TYPE_STRING)
 
 
-def find_regex(regex_field):
+def guess_response_status(method):
-    """Given a ``Field``, look for a ``RegexValidator`` and try to extract its pattern and return it as a string.
+    if method == 'post':
-
+        return status.HTTP_201_CREATED
-    :param serializers.Field regex_field: the field instance
+    elif method == 'delete':
-    :return: the extracted pattern, or ``None``
+        return status.HTTP_204_NO_CONTENT
-    :rtype: str
+    else:
-    """
+        return status.HTTP_200_OK
-    regex_validator = None
-    for validator in regex_field.validators:
-        if isinstance(validator, RegexValidator):
-            if regex_validator is not None:
-                # bail if multiple validators are found - no obvious way to choose
-                return None  # pragma: no cover
-            regex_validator = validator
-
-    # regex_validator.regex should be a compiled re object...
-    return getattr(getattr(regex_validator, 'regex', None), 'pattern', None)
 
 
 def param_list_to_odict(parameters):
@@ -338,3 +201,37 @@ def param_list_to_odict(parameters):
     result = OrderedDict(((param.name, param.in_), param) for param in parameters)
     assert len(result) == len(parameters), "duplicate Parameters found"
     return result
+
+
+def filter_none(obj):
+    """Remove ``None`` values from tuples, lists or dictionaries. Return other objects as-is.
+
+    :param obj:
+    :return: collection with ``None`` values removed
+    """
+    if obj is None:
+        return None
+    new_obj = None
+    if isinstance(obj, dict):
+        new_obj = type(obj)((k, v) for k, v in obj.items() if k is not None and v is not None)
+    if isinstance(obj, (list, tuple)):
+        new_obj = type(obj)(v for v in obj if v is not None)
+    if new_obj is not None and len(new_obj) != len(obj):
+        return new_obj  # pragma: no cover
+    return obj
+
+
+def force_serializer_instance(serializer):
+    """Force `serializer` into a ``Serializer`` instance. If it is not a ``Serializer`` class or instance, raises
+    an assertion error.
+
+    :param serializer: serializer class or instance
+    :return: serializer instance
+    """
+    if inspect.isclass(serializer):
+        assert issubclass(serializer, serializers.BaseSerializer), "Serializer required, not %s" % serializer.__name__
+        return serializer()
+
+    assert isinstance(serializer, serializers.BaseSerializer), \
+        "Serializer class or instance required, not %s" % type(serializer).__name__
+    return serializer

src/drf_yasg/views.py

@@ -10,10 +10,9 @@ from rest_framework.response import Response
 from rest_framework.settings import api_settings
 from rest_framework.views import APIView
 
+from .app_settings import swagger_settings
 from .generators import OpenAPISchemaGenerator
-from .renderers import (
+from .renderers import OpenAPIRenderer, ReDocRenderer, SwaggerJSONRenderer, SwaggerUIRenderer, SwaggerYAMLRenderer
-    SwaggerJSONRenderer, SwaggerYAMLRenderer, SwaggerUIRenderer, ReDocRenderer, OpenAPIRenderer,
-)
 
 SPEC_RENDERERS = (SwaggerYAMLRenderer, SwaggerJSONRenderer, OpenAPIRenderer)
 UI_RENDERERS = {
@@ -46,14 +45,14 @@ def deferred_never_cache(view_func):
     return _wrapped_view_func
 
 
-def get_schema_view(info, url=None, patterns=None, urlconf=None, public=False, validators=None,
+def get_schema_view(info=None, url=None, patterns=None, urlconf=None, public=False, validators=None,
                     generator_class=OpenAPISchemaGenerator,
                     authentication_classes=api_settings.DEFAULT_AUTHENTICATION_CLASSES,
                     permission_classes=api_settings.DEFAULT_PERMISSION_CLASSES):
     """
     Create a SchemaView class with default renderers and generators.
 
-    :param .Info info: Required. Swagger API Info object
+    :param .Info info: Swagger API Info object; if omitted, defaults to `DEFAULT_INFO`
     :param str url: API base url; if left blank will be deduced from the location the view is served at
     :param patterns: passed to SchemaGenerator
     :param urlconf: passed to SchemaGenerator
@@ -69,6 +68,7 @@ def get_schema_view(info, url=None, patterns=None, urlconf=None, public=False, v
     _generator_class = generator_class
     _auth_classes = authentication_classes
     _perm_classes = permission_classes
+    info = info or swagger_settings.DEFAULT_INFO
     validators = validators or []
     _spec_renderers = tuple(renderer.with_validators(validators) for renderer in SPEC_RENDERERS)
 
@@ -82,12 +82,24 @@ def get_schema_view(info, url=None, patterns=None, urlconf=None, public=False, v
         renderer_classes = _spec_renderers
 
         def get(self, request, version='', format=None):
-            generator = self.generator_class(info, version, url, patterns, urlconf)
+            generator = self.generator_class(info, request.version or version or '', url, patterns, urlconf)
             schema = generator.get_schema(request, self.public)
             if schema is None:
                 raise exceptions.PermissionDenied()  # pragma: no cover
             return Response(schema)
 
+        @classmethod
+        def apply_cache(cls, view, cache_timeout, cache_kwargs):
+            """Override this method to customize how caching is applied to the view.
+
+            Arguments described in :meth:`.as_cached_view`.
+            """
+            if not cls.public:
+                view = vary_on_headers('Cookie', 'Authorization')(view)
+            view = cache_page(cache_timeout, **cache_kwargs)(view)
+            view = deferred_never_cache(view)  # disable in-browser caching
+            return view
+
         @classmethod
         def as_cached_view(cls, cache_timeout=0, cache_kwargs=None, **initkwargs):
             """
@@ -102,10 +114,7 @@ def get_schema_view(info, url=None, patterns=None, urlconf=None, public=False, v
             cache_kwargs = cache_kwargs or {}
             view = cls.as_view(**initkwargs)
             if cache_timeout != 0:
-                if not public:
+                view = cls.apply_cache(view, cache_timeout, cache_kwargs)
-                    view = vary_on_headers('Cookie', 'Authorization')(view)
-                view = cache_page(cache_timeout, **cache_kwargs)(view)
-                view = deferred_never_cache(view)  # disable in-browser caching
             elif cache_kwargs:
                 warnings.warn("cache_kwargs ignored because cache_timeout is 0 (disabled)")
             return view

testproj/articles/migrations/0001_initial.py

@@ -1,6 +1,8 @@
-# Generated by Django 2.0 on 2017-12-05 04:05
+# Generated by Django 2.0 on 2017-12-23 09:07
 
+from django.conf import settings
 from django.db import migrations, models
+import django.db.models.deletion
 
 
 class Migration(migrations.Migration):
@@ -8,6 +10,7 @@ class Migration(migrations.Migration):
     initial = True
 
     dependencies = [
+        migrations.swappable_dependency(settings.AUTH_USER_MODEL),
     ]
 
     operations = [
@@ -15,12 +18,13 @@ class Migration(migrations.Migration):
             name='Article',
             fields=[
                 ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
-                ('title', models.CharField(help_text='Main article headline', max_length=255, unique=True)),
+                ('title', models.CharField(help_text='title model help_text', max_length=255, unique=True)),
-                ('body', models.TextField(help_text='Article content', max_length=5000)),
+                ('body', models.TextField(help_text='article model help_text', max_length=5000)),
-                ('slug', models.SlugField(blank=True, help_text='Unique URL slug identifying the article', unique=True)),
+                ('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)),
                 ('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)),
             ],
         ),
     ]

testproj/articles/models.py

@@ -7,5 +7,6 @@ class Article(models.Model):
     slug = models.SlugField(help_text="slug model help_text", unique=True, blank=True)
     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)
 
     cover = models.ImageField(upload_to='article/original/', blank=True)

testproj/articles/serializers.py

@@ -1,3 +1,4 @@
+from django.utils.translation import ugettext_lazy as _
 from rest_framework import serializers
 
 from articles.models import Article
@@ -5,17 +6,28 @@ from articles.models import Article
 
 class ArticleSerializer(serializers.ModelSerializer):
     references = serializers.DictField(
-        help_text="this is a really bad example",
+        help_text=_("this is a really bad example"),
         child=serializers.URLField(help_text="but i needed to test these 2 fields somehow"),
+        read_only=True,
     )
-    uuid = serializers.UUIDField(help_text="should articles have UUIDs?")
+    uuid = serializers.UUIDField(help_text="should articles have UUIDs?", read_only=True)
+    cover_name = serializers.FileField(use_url=False, source='cover', read_only=True)
 
     class Meta:
         model = Article
-        fields = ('title', 'body', 'slug', 'date_created', 'date_modified', 'references', 'uuid')
+        fields = ('title', 'author', 'body', 'slug', 'date_created', 'date_modified',
-        read_only_fields = ('date_created', 'date_modified')
+                  'references', 'uuid', 'cover', 'cover_name')
+        read_only_fields = ('date_created', 'date_modified',
+                            'references', 'uuid', 'cover_name')
         lookup_field = 'slug'
-        extra_kwargs = {'body': {'help_text': 'body serializer help_text'}}
+        extra_kwargs = {
+            'body': {'help_text': 'body serializer help_text'},
+            'author': {
+                'default': serializers.CurrentUserDefault(),
+                'help_text': _("The ID of the user that created this article; if none is provided, "
+                               "defaults to the currently logged in user.")
+            },
+        }
 
 
 class ImageUploadSerializer(serializers.Serializer):

testproj/articles/views.py

@@ -1,5 +1,6 @@
 import datetime
 
+from django.utils.decorators import method_decorator
 from django_filters.rest_framework import DjangoFilterBackend
 from rest_framework import viewsets
 from rest_framework.decorators import detail_route, list_route
@@ -10,15 +11,58 @@ from rest_framework.response import Response
 
 from articles import serializers
 from articles.models import Article
-from drf_yasg.inspectors import SwaggerAutoSchema
+from drf_yasg import openapi
+from drf_yasg.app_settings import swagger_settings
+from drf_yasg.inspectors import CoreAPICompatInspector, FieldInspector, NotHandled, SwaggerAutoSchema
 from drf_yasg.utils import swagger_auto_schema
 
 
-class NoPagingAutoSchema(SwaggerAutoSchema):
+class DjangoFilterDescriptionInspector(CoreAPICompatInspector):
+    def get_filter_parameters(self, filter_backend):
+        if isinstance(filter_backend, DjangoFilterBackend):
+            result = super(DjangoFilterDescriptionInspector, self).get_filter_parameters(filter_backend)
+            for param in result:
+                if not param.get('description', ''):
+                    param.description = "Filter the returned list by {field_name}".format(field_name=param.name)
+
+            return result
+
+        return NotHandled
+
+
+class NoSchemaTitleInspector(FieldInspector):
+    def process_result(self, result, method_name, obj, **kwargs):
+        # remove the `title` attribute of all Schema objects
+        if isinstance(result, openapi.Schema.OR_REF):
+            # traverse any references and alter the Schema object in place
+            schema = openapi.resolve_ref(result, self.components)
+            schema.pop('title', None)
+
+            # no ``return schema`` here, because it would mean we always generate
+            # an inline `object` instead of a definition reference
+
+        # return back the same object that we got - i.e. a reference if we got a reference
+        return result
+
+
+class NoTitleAutoSchema(SwaggerAutoSchema):
+    field_inspectors = [NoSchemaTitleInspector] + swagger_settings.DEFAULT_FIELD_INSPECTORS
+
+
+class NoPagingAutoSchema(NoTitleAutoSchema):
     def should_page(self):
         return False
 
 
+class ArticlePagination(LimitOffsetPagination):
+    default_limit = 5
+    max_limit = 25
+
+
+@method_decorator(name='list', decorator=swagger_auto_schema(
+    operation_description="description from swagger_auto_schema via method_decorator",
+    filter_inspectors=[DjangoFilterDescriptionInspector]
+))
 class ArticleViewSet(viewsets.ModelViewSet):
     """
     ArticleViewSet class docstring
@@ -37,14 +81,15 @@ class ArticleViewSet(viewsets.ModelViewSet):
     lookup_value_regex = r'[a-z0-9]+(?:-[a-z0-9]+)'
     serializer_class = serializers.ArticleSerializer
 
-    pagination_class = LimitOffsetPagination
+    pagination_class = ArticlePagination
-    max_page_size = 5
     filter_backends = (DjangoFilterBackend, OrderingFilter)
     filter_fields = ('title',)
-    ordering_fields = ('date_modified',)
+    ordering_fields = ('date_modified', 'date_created')
-    ordering = ('username',)
+    ordering = ('date_created',)
 
-    @swagger_auto_schema(auto_schema=NoPagingAutoSchema)
+    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)

testproj/createsuperuser.py

@@ -0,0 +1,11 @@
+from __future__ import print_function
+
+from django.contrib.auth.models import User
+
+username = 'admin'
+email = 'admin@admin.admin'
+password = 'passwordadmin'
+User.objects.filter(username=username).delete()
+User.objects.create_superuser(username, email, password)
+
+print("Created superuser '%s <%s>' with password '%s'" % (username, email, password))

testproj/requirements.txt

@@ -0,0 +1,3 @@
+drf-yasg[validation]
+Django>=1.11.7
+-r ../requirements/testproj.txt

testproj/snippets/migrations/0002_auto_20171205_0505.py

@@ -1,27 +0,0 @@
-# Generated by Django 2.0 on 2017-12-05 04:05
-
-from django.conf import settings
-from django.db import migrations, models
-import django.db.models.deletion
-
-
-class Migration(migrations.Migration):
-
-    dependencies = [
-        migrations.swappable_dependency(settings.AUTH_USER_MODEL),
-        ('snippets', '0001_initial'),
-    ]
-
-    operations = [
-        migrations.AddField(
-            model_name='snippet',
-            name='owner',
-            field=models.ForeignKey(default='', on_delete=django.db.models.deletion.CASCADE, related_name='snippets', to=settings.AUTH_USER_MODEL),
-            preserve_default=False,
-        ),
-        migrations.AlterField(
-            model_name='snippet',
-            name='code',
-            field=models.TextField(help_text='code model help text'),
-        ),
-    ]

testproj/snippets/serializers.py

@@ -1,21 +1,26 @@
+from django.contrib.auth import get_user_model
 from rest_framework import serializers
 
-from snippets.models import Snippet, LANGUAGE_CHOICES, STYLE_CHOICES
+from snippets.models import LANGUAGE_CHOICES, STYLE_CHOICES, Snippet
 
 
 class LanguageSerializer(serializers.Serializer):
-    __ref_name__ = None
 
     name = serializers.ChoiceField(
         choices=LANGUAGE_CHOICES, default='python', help_text='The name of the programming language')
 
+    class Meta:
+        ref_name = None
+
 
 class ExampleProjectSerializer(serializers.Serializer):
-    __ref_name__ = 'Project'
 
     project_name = serializers.CharField(help_text='Name of the project')
     github_repo = serializers.CharField(required=True, help_text='Github repository of the project')
 
+    class Meta:
+        ref_name = 'Project'
+
 
 class SnippetSerializer(serializers.Serializer):
     """SnippetSerializer classdoc
@@ -23,20 +28,35 @@ class SnippetSerializer(serializers.Serializer):
     create: docstring for create from serializer classdoc
     """
     id = serializers.IntegerField(read_only=True, help_text="id serializer help text")
-    owner = serializers.ReadOnlyField(source='owner.username')
+    owner = serializers.PrimaryKeyRelatedField(
+        queryset=get_user_model().objects.all(),
+        default=serializers.CurrentUserDefault(),
+        help_text="The ID of the user that created this snippet; if none is provided, "
+                  "defaults to the currently logged in user."
+    )
+    owner_as_string = serializers.PrimaryKeyRelatedField(
+        help_text="The ID of the user that created this snippet.",
+        pk_field=serializers.CharField(help_text="this help text should not show up"),
+        read_only=True,
+        source='owner',
+    )
     title = serializers.CharField(required=False, allow_blank=True, max_length=100)
     code = serializers.CharField(style={'base_template': 'textarea.html'})
     linenos = serializers.BooleanField(required=False)
     language = LanguageSerializer(help_text="Sample help text for language")
     styles = serializers.MultipleChoiceField(choices=STYLE_CHOICES, default=['friendly'])
     lines = serializers.ListField(child=serializers.IntegerField(), allow_empty=True, allow_null=True, required=False)
-    example_projects = serializers.ListSerializer(child=ExampleProjectSerializer())
+    example_projects = serializers.ListSerializer(child=ExampleProjectSerializer(), read_only=True)
-    difficulty_factor = serializers.FloatField(help_text="this is here just to test FloatField")
+    difficulty_factor = serializers.FloatField(help_text="this is here just to test FloatField",
+                                               read_only=True, default=lambda: 6.9)
 
     def create(self, validated_data):
         """
         Create and return a new `Snippet` instance, given the validated data.
         """
+        del validated_data['styles']
+        del validated_data['lines']
+        del validated_data['difficulty_factor']
         return Snippet.objects.create(**validated_data)
 
     def update(self, instance, validated_data):

testproj/snippets/urls.py

@@ -1,8 +1,17 @@
-from django.conf.urls import url
+import django
 
 from . import views
 
-urlpatterns = [
+if django.VERSION[:2] >= (2, 0):
-    url(r'$', views.SnippetList.as_view()),
+    from django.urls import path
-    url(r'^(?P<pk>[0-9]+)/$', views.SnippetDetail.as_view()),
+
-]
+    urlpatterns = [
+        path('', views.SnippetList.as_view()),
+        path('<int:pk>/', views.SnippetDetail.as_view()),
+    ]
+else:
+    from django.conf.urls import url
+    urlpatterns = [
+        url('^$', views.SnippetList.as_view()),
+        url(r'^(?P<pk>\d+)/$', views.SnippetDetail.as_view()),
+    ]

testproj/snippets/views.py

@@ -1,14 +1,28 @@
+from djangorestframework_camel_case.parser import CamelCaseJSONParser
+from djangorestframework_camel_case.render import CamelCaseJSONRenderer
+from inflection import camelize
 from rest_framework import generics
 
+from drf_yasg.inspectors import SwaggerAutoSchema
 from snippets.models import Snippet
 from snippets.serializers import SnippetSerializer
 
 
+class CamelCaseOperationIDAutoSchema(SwaggerAutoSchema):
+    def get_operation_id(self, operation_keys):
+        operation_id = super(CamelCaseOperationIDAutoSchema, self).get_operation_id(operation_keys)
+        return camelize(operation_id, uppercase_first_letter=False)
+
+
 class SnippetList(generics.ListCreateAPIView):
     """SnippetList classdoc"""
     queryset = Snippet.objects.all()
     serializer_class = SnippetSerializer
 
+    parser_classes = (CamelCaseJSONParser,)
+    renderer_classes = (CamelCaseJSONRenderer,)
+    swagger_schema = CamelCaseOperationIDAutoSchema
+
     def perform_create(self, serializer):
         serializer.save(owner=self.request.user)
 
@@ -31,6 +45,10 @@ class SnippetDetail(generics.RetrieveUpdateDestroyAPIView):
     serializer_class = SnippetSerializer
     pagination_class = None
 
+    parser_classes = (CamelCaseJSONParser,)
+    renderer_classes = (CamelCaseJSONRenderer,)
+    swagger_schema = CamelCaseOperationIDAutoSchema
+
     def patch(self, request, *args, **kwargs):
         """patch method docstring"""
         return super(SnippetDetail, self).patch(request, *args, **kwargs)

testproj/testproj/settings.py

@@ -107,6 +107,8 @@ SWAGGER_SETTINGS = {
     'LOGIN_URL': '/admin/login',
     'LOGOUT_URL': '/admin/logout',
     'VALIDATOR_URL': 'http://localhost:8189',
+
+    'DEFAULT_INFO': 'testproj.urls.swagger_info'
 }
 
 # Internationalization
@@ -128,3 +130,52 @@ USE_TZ = True
 STATIC_URL = '/static/'
 
 TEST_RUNNER = 'testproj.runner.PytestTestRunner'
+
+LOGGING = {
+    'version': 1,
+    'disable_existing_loggers': True,
+    'formatters': {
+        'pipe_separated': {
+            'format': '%(asctime)s | %(levelname)s | %(name)s | %(message)s'
+        }
+    },
+    'handlers': {
+        'console_log': {
+            'level': 'DEBUG',
+            'class': 'logging.StreamHandler',
+            'stream': 'ext://sys.stdout',
+            'formatter': 'pipe_separated',
+        },
+    },
+    'loggers': {
+        'drf_yasg': {
+            'handlers': ['console_log'],
+            'level': 'DEBUG',
+            'propagate': False,
+        },
+        'django': {
+            'handlers': ['console_log'],
+            'level': 'DEBUG',
+            'propagate': False,
+        },
+        'django.db.backends': {
+            'handlers': ['console_log'],
+            'level': 'INFO',
+            'propagate': False,
+        },
+        'django.template': {
+            'handlers': ['console_log'],
+            'level': 'INFO',
+            'propagate': False,
+        },
+        'swagger_spec_validator': {
+            'handlers': ['console_log'],
+            'level': 'INFO',
+            'propagate': False,
+        }
+    },
+    'root': {
+        'handlers': ['console_log'],
+        'level': 'INFO',
+    }
+}

testproj/testproj/urls.py

@@ -1,4 +1,4 @@
-from django.conf.urls import url, include
+from django.conf.urls import include, url
 from django.contrib import admin
 from rest_framework import permissions
 from rest_framework.decorators import api_view
@@ -6,15 +6,16 @@ from rest_framework.decorators import api_view
 from drf_yasg import openapi
 from drf_yasg.views import get_schema_view
 
-schema_view = get_schema_view(
+swagger_info = openapi.Info(
-    openapi.Info(
+    title="Snippets API",
-        title="Snippets API",
+    default_version='v1',
-        default_version='v1',
+    description="Test description",
-        description="Test description",
+    terms_of_service="https://www.google.com/policies/terms/",
-        terms_of_service="https://www.google.com/policies/terms/",
+    contact=openapi.Contact(email="contact@snippets.local"),
-        contact=openapi.Contact(email="contact@snippets.local"),
+    license=openapi.License(name="BSD License"),
-        license=openapi.License(name="BSD License"),
+)
-    ),
+
+SchemaView = get_schema_view(
     validators=['ssv', 'flex'],
     public=True,
     permission_classes=(permissions.AllowAny,),
@@ -27,12 +28,12 @@ def plain_view(request):
 
 
 urlpatterns = [
-    url(r'^swagger(?P<format>.json|.yaml)$', schema_view.without_ui(cache_timeout=0), name='schema-json'),
+    url(r'^swagger(?P<format>.json|.yaml)$', SchemaView.without_ui(cache_timeout=0), name='schema-json'),
-    url(r'^swagger/$', schema_view.with_ui('swagger', cache_timeout=0), name='schema-swagger-ui'),
+    url(r'^swagger/$', SchemaView.with_ui('swagger', cache_timeout=0), name='schema-swagger-ui'),
-    url(r'^redoc/$', schema_view.with_ui('redoc', cache_timeout=0), name='schema-redoc'),
+    url(r'^redoc/$', SchemaView.with_ui('redoc', cache_timeout=0), name='schema-redoc'),
-    url(r'^cached/swagger(?P<format>.json|.yaml)$', schema_view.without_ui(cache_timeout=None), name='schema-json'),
+    url(r'^cached/swagger(?P<format>.json|.yaml)$', SchemaView.without_ui(cache_timeout=None), name='cschema-json'),
-    url(r'^cached/swagger/$', schema_view.with_ui('swagger', cache_timeout=None), name='schema-swagger-ui'),
+    url(r'^cached/swagger/$', SchemaView.with_ui('swagger', cache_timeout=None), name='cschema-swagger-ui'),
-    url(r'^cached/redoc/$', schema_view.with_ui('redoc', cache_timeout=None), name='schema-redoc'),
+    url(r'^cached/redoc/$', SchemaView.with_ui('redoc', cache_timeout=None), name='cschema-redoc'),
 
     url(r'^admin/', admin.site.urls),
     url(r'^snippets/', include('snippets.urls')),

testproj/users/serializers.py

@@ -6,14 +6,16 @@ from snippets.models import Snippet
 
 class UserSerializerrr(serializers.ModelSerializer):
     snippets = serializers.PrimaryKeyRelatedField(many=True, queryset=Snippet.objects.all())
+    article_slugs = serializers.SlugRelatedField(read_only=True, slug_field='slug', many=True, source='articles')
     last_connected_ip = serializers.IPAddressField(help_text="i'm out of ideas", protocol='ipv4', read_only=True)
     last_connected_at = serializers.DateField(help_text="really?", read_only=True)
 
     class Meta:
         model = User
-        fields = ('id', 'username', 'email', 'snippets', 'last_connected_ip', 'last_connected_at')
+        fields = ('id', 'username', 'email', 'articles', 'snippets',
+                  'last_connected_ip', 'last_connected_at', 'article_slugs')
 
 
 class UserListQuerySerializer(serializers.Serializer):
-    username = serializers.CharField(help_text="this field is generated from a query_serializer")
+    username = serializers.CharField(help_text="this field is generated from a query_serializer", required=False)
-    is_staff = serializers.BooleanField(help_text="this one too!")
+    is_staff = serializers.BooleanField(help_text="this one too!", required=False)

testproj/users/urls.py

@@ -4,5 +4,5 @@ from users import views
 
 urlpatterns = [
     url(r'^$', views.UserList.as_view()),
-    url(r'^(?P<pk>[0-9]+)/$', views.user_detail),
+    url(r'^(?P<pk>\d+)/$', views.user_detail),
 ]

testproj/users/views.py

@@ -6,8 +6,8 @@ from rest_framework.response import Response
 from rest_framework.views import APIView
 
 from drf_yasg import openapi
-from drf_yasg.utils import swagger_auto_schema, no_body
+from drf_yasg.utils import no_body, swagger_auto_schema
-from users.serializers import UserSerializerrr, UserListQuerySerializer
+from users.serializers import UserListQuerySerializer, UserSerializerrr
 
 
 class UserList(APIView):
@@ -32,7 +32,7 @@ class UserList(APIView):
         serializer.save()
         return Response(serializer.data, status=status.HTTP_201_CREATED)
 
-    @swagger_auto_schema(request_body=no_body, operation_description="dummy operation")
+    @swagger_auto_schema(request_body=no_body, operation_id="users_dummy", operation_description="dummy operation")
     def patch(self, request):
         pass
 

tests/conftest.py

@@ -1,20 +1,30 @@
 import copy
 import json
 import os
+from collections import OrderedDict
 
 import pytest
-from ruamel import yaml
+from datadiff.tools import assert_equal
+from django.contrib.auth.models import User
+from rest_framework.test import APIRequestFactory
+from rest_framework.views import APIView
 
-from drf_yasg import openapi, codecs
+from drf_yasg import codecs, openapi
+from drf_yasg.codecs import yaml_sane_dump, yaml_sane_load
 from drf_yasg.generators import OpenAPISchemaGenerator
 
 
 @pytest.fixture
-def generator():
+def mock_schema_request(db):
-    return OpenAPISchemaGenerator(
+    from rest_framework.test import force_authenticate
-        info=openapi.Info(title="Test generator", default_version="v1"),
+
-        version="v2",
+    factory = APIRequestFactory()
-    )
+    user = User.objects.create_user(username='admin', is_staff=True, is_superuser=True)
+
+    request = factory.get('/swagger.json')
+    force_authenticate(request, user=user)
+    request = APIView().initialize_request(request)
+    return request
 
 
 @pytest.fixture
@@ -28,19 +38,22 @@ def codec_yaml():
 
 
 @pytest.fixture
-def swagger(generator):
+def swagger(mock_schema_request):
-    return generator.get_schema(None, True)
+    generator = OpenAPISchemaGenerator(
+        info=openapi.Info(title="Test generator", default_version="v1"),
+        version="v2",
+    )
+    return generator.get_schema(mock_schema_request, True)
 
 
 @pytest.fixture
-def swagger_dict(generator):
+def swagger_dict(swagger, codec_json):
-    swagger = generator.get_schema(None, True)
+    json_bytes = codec_json.encode(swagger)
-    json_bytes = codec_json().encode(swagger)
+    return json.loads(json_bytes.decode('utf-8'), object_pairs_hook=OrderedDict)
-    return json.loads(json_bytes.decode('utf-8'))
 
 
 @pytest.fixture
-def validate_schema():
+def validate_schema(db):
     def validate_schema(swagger):
         from flex.core import parse as validate_flex
         from swagger_spec_validator.validator20 import validate_spec as validate_ssv
@@ -51,6 +64,22 @@ def validate_schema():
     return validate_schema
 
 
+@pytest.fixture
+def compare_schemas():
+    def compare_schemas(schema1, schema2):
+        schema1 = OrderedDict(schema1)
+        schema2 = OrderedDict(schema2)
+        ignore = ['info', 'host', 'schemes', 'basePath', 'securityDefinitions']
+        for attr in ignore:
+            schema1.pop(attr, None)
+            schema2.pop(attr, None)
+
+        # print diff between YAML strings because it's prettier
+        assert_equal(yaml_sane_dump(schema1, binary=False), yaml_sane_dump(schema2, binary=False))
+
+    return compare_schemas
+
+
 @pytest.fixture
 def swagger_settings(settings):
     swagger_settings = copy.deepcopy(settings.SWAGGER_SETTINGS)
@@ -68,4 +97,4 @@ def redoc_settings(settings):
 @pytest.fixture
 def reference_schema():
     with open(os.path.join(os.path.dirname(__file__), 'reference.yaml')) as reference:
-        return yaml.safe_load(reference)
+        return yaml_sane_load(reference)

tests/reference.yaml

@@ -16,11 +16,11 @@ paths:
   /articles/:
     get:
       operationId: articles_list
-      description: ArticleViewSet class docstring
+      description: description from swagger_auto_schema via method_decorator
       parameters:
         - name: title
           in: query
-          description: ''
+          description: Filter the returned list by title
           required: false
           type: string
         - name: ordering
@@ -89,7 +89,7 @@ paths:
       parameters:
         - name: title
           in: query
-          description: ''
+          description: Filter the returned list by title
           required: false
           type: string
         - name: ordering
@@ -178,6 +178,7 @@ paths:
         description: slug model help_text
         required: true
         type: string
+        format: slug
         pattern: '[a-z0-9]+(?:-[a-z0-9]+)'
   /articles/{slug}/image/:
     get:
@@ -231,6 +232,7 @@ paths:
         description: slug model help_text
         required: true
         type: string
+        format: slug
         pattern: '[a-z0-9]+(?:-[a-z0-9]+)'
   /plain/:
     get:
@@ -247,7 +249,7 @@ paths:
     parameters: []
   /snippets/:
     get:
-      operationId: snippets_list
+      operationId: snippetsList
       description: SnippetList classdoc
       parameters: []
       responses:
@@ -262,7 +264,7 @@ paths:
       tags:
         - snippets
     post:
-      operationId: snippets_create
+      operationId: snippetsCreate
       description: post method docstring
       parameters:
         - name: data
@@ -282,7 +284,7 @@ paths:
     parameters: []
   /snippets/{id}/:
     get:
-      operationId: snippets_read
+      operationId: snippetsRead
       description: SnippetDetail classdoc
       parameters: []
       responses:
@@ -295,7 +297,7 @@ paths:
       tags:
         - snippets
     put:
-      operationId: snippets_update
+      operationId: snippetsUpdate
       description: put class docstring
       parameters:
         - name: data
@@ -313,7 +315,7 @@ paths:
       tags:
         - snippets
     patch:
-      operationId: snippets_partial_update
+      operationId: snippetsPartialUpdate
       description: patch method docstring
       parameters:
         - name: data
@@ -331,7 +333,7 @@ paths:
       tags:
         - snippets
     delete:
-      operationId: snippets_delete
+      operationId: snippetsDelete
       description: delete method docstring
       parameters: []
       responses:
@@ -355,12 +357,12 @@ paths:
         - name: username
           in: query
           description: this field is generated from a query_serializer
-          required: true
+          required: false
           type: string
         - name: is_staff
           in: query
           description: this one too!
-          required: true
+          required: false
           type: boolean
       responses:
         '200':
@@ -402,7 +404,7 @@ paths:
       tags:
         - users
     patch:
-      operationId: users_partial_update
+      operationId: users_dummy
       description: dummy operation
       parameters: []
       responses:
@@ -459,21 +461,27 @@ definitions:
     required:
       - title
       - body
-      - references
-      - uuid
     type: object
     properties:
       title:
         description: title model help_text
         type: string
+        maxLength: 255
+      author:
+        description: The ID of the user that created this article; if none is provided,
+          defaults to the currently logged in user.
+        type: integer
+        default: 1
       body:
         description: body serializer help_text
         type: string
+        maxLength: 5000
       slug:
         description: slug model help_text
         type: string
         format: slug
         pattern: ^[-a-zA-Z0-9_]+$
+        maxLength: 50
       date_created:
         type: string
         format: date-time
@@ -489,48 +497,72 @@ definitions:
           description: but i needed to test these 2 fields somehow
           type: string
           format: uri
+        readOnly: true
       uuid:
         description: should articles have UUIDs?
         type: string
         format: uuid
+        readOnly: true
+      cover:
+        type: string
+        readOnly: true
+        format: uri
+      cover_name:
+        type: string
+        readOnly: true
   Project:
     required:
-      - project_name
+      - projectName
-      - github_repo
+      - githubRepo
     type: object
     properties:
-      project_name:
+      projectName:
+        title: Project name
         description: Name of the project
         type: string
-      github_repo:
+      githubRepo:
+        title: Github repo
         description: Github repository of the project
         type: string
   Snippet:
     required:
       - code
       - language
-      - example_projects
-      - difficulty_factor
     type: object
     properties:
       id:
+        title: Id
         description: id serializer help text
         type: integer
         readOnly: true
       owner:
+        title: Owner
+        description: The ID of the user that created this snippet; if none is provided,
+          defaults to the currently logged in user.
+        type: integer
+        default: 1
+      ownerAsString:
+        description: The ID of the user that created this snippet.
         type: string
         readOnly: true
+        title: Owner as string
       title:
+        title: Title
         type: string
+        maxLength: 100
       code:
+        title: Code
         type: string
       linenos:
+        title: Linenos
         type: boolean
       language:
+        title: Language
         description: Sample help text for language
         type: object
         properties:
           name:
+            title: Name
             description: The name of the programming language
             type: string
             enum:
@@ -970,6 +1002,7 @@ definitions:
               - zephir
             default: python
       styles:
+        title: Styles
         type: array
         items:
           type: string
@@ -1006,47 +1039,78 @@ definitions:
         default:
           - friendly
       lines:
+        title: Lines
         type: array
         items:
           type: integer
-      example_projects:
+      exampleProjects:
+        title: Example projects
         type: array
         items:
           $ref: '#/definitions/Project'
-      difficulty_factor:
+        readOnly: true
+      difficultyFactor:
+        title: Difficulty factor
         description: this is here just to test FloatField
         type: number
+        readOnly: true
+        default: 6.9
   UserSerializerrr:
     required:
       - username
+      - articles
       - snippets
     type: object
     properties:
       id:
+        title: ID
         type: integer
         readOnly: true
       username:
+        title: Username
         description: Required. 150 characters or fewer. Letters, digits and @/./+/-/_
           only.
         type: string
+        pattern: ^[\w.@+-]+$
+        maxLength: 150
       email:
+        title: Email address
         type: string
         format: email
-      snippets:
+        maxLength: 254
+      articles:
+        title: Articles
         type: array
         items:
-          type: string
+          type: integer
+        uniqueItems: true
+      snippets:
+        title: Snippets
+        type: array
+        items:
+          type: integer
         uniqueItems: true
       last_connected_ip:
+        title: Last connected ip
         description: i'm out of ideas
         type: string
         format: ipv4
         readOnly: true
       last_connected_at:
+        title: Last connected at
         description: really?
         type: string
         format: date
         readOnly: true
+      article_slugs:
+        title: Article slugs
+        type: array
+        items:
+          type: string
+          format: slug
+          pattern: ^[-a-zA-Z0-9_]+$
+        readOnly: true
+        uniqueItems: true
 securityDefinitions:
   basic:
     type: basic

tests/test_api_view.py

@@ -1,17 +0,0 @@
-from drf_yasg import openapi
-
-
-def test_operation_docstrings(swagger_dict):
-    users_list = swagger_dict['paths']['/users/']
-    assert users_list['get']['description'] == "UserList cbv classdoc"
-    assert users_list['post']['description'] == "apiview post description override"
-
-    users_detail = swagger_dict['paths']['/users/{id}/']
-    assert users_detail['get']['description'] == "user_detail fbv docstring"
-    assert users_detail['put']['description'] == "user_detail fbv docstring"
-
-
-def test_parameter_docstrings(swagger_dict):
-    users_detail = swagger_dict['paths']['/users/{id}/']
-    assert users_detail['get']['parameters'][0]['description'] == "test manual param"
-    assert users_detail['put']['parameters'][0]['in'] == openapi.IN_BODY

tests/test_generic_api_view.py

@@ -1,22 +0,0 @@
-def test_appropriate_status_codes(swagger_dict):
-    snippets_list = swagger_dict['paths']['/snippets/']
-    assert '200' in snippets_list['get']['responses']
-    assert '201' in snippets_list['post']['responses']
-
-    snippets_detail = swagger_dict['paths']['/snippets/{id}/']
-    assert '200' in snippets_detail['get']['responses']
-    assert '200' in snippets_detail['put']['responses']
-    assert '200' in snippets_detail['patch']['responses']
-    assert '204' in snippets_detail['delete']['responses']
-
-
-def test_operation_docstrings(swagger_dict):
-    snippets_list = swagger_dict['paths']['/snippets/']
-    assert snippets_list['get']['description'] == "SnippetList classdoc"
-    assert snippets_list['post']['description'] == "post method docstring"
-
-    snippets_detail = swagger_dict['paths']['/snippets/{id}/']
-    assert snippets_detail['get']['description'] == "SnippetDetail classdoc"
-    assert snippets_detail['put']['description'] == "put class docstring"
-    assert snippets_detail['patch']['description'] == "patch method docstring"
-    assert snippets_detail['delete']['description'] == "delete method docstring"

tests/test_generic_viewset.py

@@ -1,29 +0,0 @@
-def test_appropriate_status_codes(swagger_dict):
-    articles_list = swagger_dict['paths']['/articles/']
-    assert '200' in articles_list['get']['responses']
-    assert '201' in articles_list['post']['responses']
-
-    articles_detail = swagger_dict['paths']['/articles/{slug}/']
-    assert '200' in articles_detail['get']['responses']
-    assert '200' in articles_detail['put']['responses']
-    assert '200' in articles_detail['patch']['responses']
-    assert '204' in articles_detail['delete']['responses']
-
-
-def test_operation_docstrings(swagger_dict):
-    articles_list = swagger_dict['paths']['/articles/']
-    assert articles_list['get']['description'] == "ArticleViewSet class docstring"
-    assert articles_list['post']['description'] == "ArticleViewSet class docstring"
-
-    articles_detail = swagger_dict['paths']['/articles/{slug}/']
-    assert articles_detail['get']['description'] == "retrieve class docstring"
-    assert articles_detail['put']['description'] == "update method docstring"
-    assert articles_detail['patch']['description'] == "partial_update description override"
-    assert articles_detail['delete']['description'] == "destroy method docstring"
-
-    articles_today = swagger_dict['paths']['/articles/today/']
-    assert articles_today['get']['description'] == "ArticleViewSet class docstring"
-
-    articles_image = swagger_dict['paths']['/articles/{slug}/image/']
-    assert articles_image['get']['description'] == "image GET description override"
-    assert articles_image['post']['description'] == "image method docstring"

tests/test_management.py

@@ -0,0 +1,92 @@
+from six import StringIO
+
+import json
+import os
+import random
+import string
+import tempfile
+from collections import OrderedDict
+
+import pytest
+from django.contrib.auth.models import User
+from django.core.management import call_command
+
+from drf_yasg.codecs import yaml_sane_load
+
+
+def call_generate_swagger(output_file='-', overwrite=False, format='', api_url='',
+                          mock=False, user='', private=False, **kwargs):
+    out = StringIO()
+    call_command(
+        'generate_swagger', stdout=out,
+        output_file=output_file, overwrite=overwrite, format=format,
+        api_url=api_url, mock=mock, user=user, private=private,
+        **kwargs
+    )
+    return out.getvalue()
+
+
+def test_reference_schema(db, reference_schema):
+    User.objects.create_superuser('admin', 'admin@admin.admin', 'blabla')
+
+    output = call_generate_swagger(format='yaml', api_url='http://test.local:8002/', user='admin')
+    output_schema = yaml_sane_load(output)
+    assert output_schema == reference_schema
+
+
+def test_non_public(db):
+    output = call_generate_swagger(format='yaml', api_url='http://test.local:8002/', private=True)
+    output_schema = yaml_sane_load(output)
+    assert len(output_schema['paths']) == 0
+
+
+def test_no_mock(db):
+    output = call_generate_swagger()
+    output_schema = json.loads(output, object_pairs_hook=OrderedDict)
+    assert len(output_schema['paths']) > 0
+
+
+def silentremove(filename):
+    try:
+        os.remove(filename)
+    except OSError:
+        pass
+
+
+def test_file_output(db):
+    prefix = os.path.join(tempfile.gettempdir(), tempfile.gettempprefix())
+    name = ''.join(random.choice(string.ascii_lowercase + string.digits) for _ in range(8))
+    yaml_file = prefix + name + '.yaml'
+    json_file = prefix + name + '.json'
+    other_file = prefix + name + '.txt'
+
+    try:
+        # when called with output file nothing should be written to stdout
+        assert call_generate_swagger(output_file=yaml_file) == ''
+        assert call_generate_swagger(output_file=json_file) == ''
+        assert call_generate_swagger(output_file=other_file) == ''
+
+        with pytest.raises(OSError):
+            # a second call should fail because file exists
+            call_generate_swagger(output_file=yaml_file)
+
+        # a second call with overwrite should still succeed
+        assert call_generate_swagger(output_file=json_file, overwrite=True) == ''
+
+        with open(yaml_file) as f:
+            content = f.read()
+            # YAML is a superset of JSON - that means we have to check that
+            # the file is really YAML and not just JSON parsed by the YAML parser
+            with pytest.raises(ValueError):
+                json.loads(content)
+            output_yaml = yaml_sane_load(content)
+        with open(json_file) as f:
+            output_json = json.load(f, object_pairs_hook=OrderedDict)
+        with open(other_file) as f:
+            output_other = json.load(f, object_pairs_hook=OrderedDict)
+
+        assert output_yaml == output_json == output_other
+    finally:
+        silentremove(yaml_file)
+        silentremove(json_file)
+        silentremove(other_file)

tests/test_reference_schema.py

@@ -1,13 +1,48 @@
-from datadiff.tools import assert_equal
+import json
+from collections import OrderedDict
+
+from drf_yasg import openapi
+from drf_yasg.generators import OpenAPISchemaGenerator
+from drf_yasg.inspectors import FieldInspector, FilterInspector, PaginatorInspector, SerializerInspector
 
 
-def test_reference_schema(swagger_dict, reference_schema):
+def test_reference_schema(swagger_dict, reference_schema, compare_schemas):
-    # formatted better than pytest diff
+    compare_schemas(swagger_dict, reference_schema)
-    swagger_dict = dict(swagger_dict)
-    reference_schema = dict(reference_schema)
-    ignore = ['info', 'host', 'schemes', 'basePath', 'securityDefinitions']
-    for attr in ignore:
-        swagger_dict.pop(attr, None)
-        reference_schema.pop(attr, None)
 
-    assert_equal(swagger_dict, reference_schema)
+
+class NoOpFieldInspector(FieldInspector):
+    pass
+
+
+class NoOpSerializerInspector(SerializerInspector):
+    pass
+
+
+class NoOpFilterInspector(FilterInspector):
+    pass
+
+
+class NoOpPaginatorInspector(PaginatorInspector):
+    pass
+
+
+def test_noop_inspectors(swagger_settings, mock_schema_request, codec_json, reference_schema, compare_schemas):
+    from drf_yasg import app_settings
+
+    def set_inspectors(inspectors, setting_name):
+        inspectors = [__name__ + '.' + inspector.__name__ for inspector in inspectors]
+        swagger_settings[setting_name] = inspectors + app_settings.SWAGGER_DEFAULTS[setting_name]
+
+    set_inspectors([NoOpFieldInspector, NoOpSerializerInspector], 'DEFAULT_FIELD_INSPECTORS')
+    set_inspectors([NoOpFilterInspector], 'DEFAULT_FILTER_INSPECTORS')
+    set_inspectors([NoOpPaginatorInspector], 'DEFAULT_PAGINATOR_INSPECTORS')
+
+    generator = OpenAPISchemaGenerator(
+        info=openapi.Info(title="Test generator", default_version="v1"),
+        version="v2",
+    )
+    swagger = generator.get_schema(mock_schema_request, True)
+
+    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)

tests/test_schema_generator.py

@@ -1,22 +1,18 @@
 import json
+from collections import OrderedDict
 
 import pytest
-from ruamel import yaml
 
-from drf_yasg import openapi, codecs
+from drf_yasg import codecs, openapi
+from drf_yasg.codecs import yaml_sane_load
 from drf_yasg.generators import OpenAPISchemaGenerator
 
 
-def test_schema_generates_without_errors(generator):
+def test_schema_is_valid(swagger, codec_yaml):
-    generator.get_schema(None, True)
-
-
-def test_schema_is_valid(generator, codec_yaml):
-    swagger = generator.get_schema(request=None, public=False)
     codec_yaml.encode(swagger)
 
 
-def test_invalid_schema_fails(codec_json):
+def test_invalid_schema_fails(codec_json, mock_schema_request):
     # noinspection PyTypeChecker
     bad_generator = OpenAPISchemaGenerator(
         info=openapi.Info(
@@ -26,40 +22,37 @@ def test_invalid_schema_fails(codec_json):
         version="v2",
     )
 
-    swagger = bad_generator.get_schema(None, True)
+    swagger = bad_generator.get_schema(mock_schema_request, True)
     with pytest.raises(codecs.SwaggerValidationError):
         codec_json.encode(swagger)
 
 
-def test_json_codec_roundtrip(codec_json, generator, validate_schema):
+def test_json_codec_roundtrip(codec_json, swagger, validate_schema):
-    swagger = generator.get_schema(None, True)
     json_bytes = codec_json.encode(swagger)
     validate_schema(json.loads(json_bytes.decode('utf-8')))
 
 
-def test_yaml_codec_roundtrip(codec_yaml, generator, validate_schema):
+def test_yaml_codec_roundtrip(codec_yaml, swagger, validate_schema):
-    swagger = generator.get_schema(None, True)
     yaml_bytes = codec_yaml.encode(swagger)
     assert b'omap' not in yaml_bytes  # ensure no ugly !!omap is outputted
     assert b'&id' not in yaml_bytes and b'*id' not in yaml_bytes  # ensure no YAML references are generated
-    validate_schema(yaml.safe_load(yaml_bytes.decode('utf-8')))
+    validate_schema(yaml_sane_load(yaml_bytes.decode('utf-8')))
 
 
-def test_yaml_and_json_match(codec_yaml, codec_json, generator):
+def test_yaml_and_json_match(codec_yaml, codec_json, swagger):
-    swagger = generator.get_schema(None, True)
+    yaml_schema = yaml_sane_load(codec_yaml.encode(swagger).decode('utf-8'))
-    yaml_schema = yaml.safe_load(codec_yaml.encode(swagger).decode('utf-8'))
+    json_schema = json.loads(codec_json.encode(swagger).decode('utf-8'), object_pairs_hook=OrderedDict)
-    json_schema = json.loads(codec_json.encode(swagger).decode('utf-8'))
     assert yaml_schema == json_schema
 
 
-def test_basepath_only():
+def test_basepath_only(mock_schema_request):
     generator = OpenAPISchemaGenerator(
         info=openapi.Info(title="Test generator", default_version="v1"),
         version="v2",
         url='/basepath/',
     )
 
-    swagger = generator.get_schema(None, public=True)
+    swagger = generator.get_schema(mock_schema_request, public=True)
     assert 'host' not in swagger
     assert 'schemes' not in swagger
     assert swagger['basePath'] == '/'  # base path is not implemented for now

tests/test_schema_structure.py

@@ -1,2 +0,0 @@
-def test_paths_not_empty(swagger_dict):
-    assert len(swagger_dict['paths']) > 0

tests/test_schema_views.py

@@ -2,7 +2,8 @@ import json
 from collections import OrderedDict
 
 import pytest
-from ruamel import yaml
+
+from drf_yasg.codecs import yaml_sane_load
 
 
 def _validate_text_schema_view(client, validate_schema, path, loader):
@@ -22,10 +23,10 @@ def test_swagger_json(client, validate_schema):
 
 
 def test_swagger_yaml(client, validate_schema):
-    _validate_text_schema_view(client, validate_schema, "/swagger.yaml", yaml.safe_load)
+    _validate_text_schema_view(client, validate_schema, "/swagger.yaml", yaml_sane_load)
 
 
-def test_exception_middleware(client, swagger_settings):
+def test_exception_middleware(client, swagger_settings, db):
     swagger_settings['SECURITY_DEFINITIONS'] = {
         'bad': {
             'bad_attribute': 'should not be accepted'
@@ -70,5 +71,5 @@ def test_caching(client, validate_schema):
 @pytest.mark.urls('urlconfs.non_public_urls')
 def test_non_public(client):
     response = client.get('/private/swagger.yaml')
-    swagger = yaml.safe_load(response.content.decode('utf-8'))
+    swagger = yaml_sane_load(response.content.decode('utf-8'))
     assert len(swagger['paths']) == 0

tests/test_versioning.py

@@ -0,0 +1,56 @@
+import pytest
+
+from drf_yasg.codecs import yaml_sane_load
+
+
+def _get_versioned_schema(prefix, client, validate_schema):
+    response = client.get(prefix + 'swagger.yaml')
+    assert response.status_code == 200
+    swagger = yaml_sane_load(response.content.decode('utf-8'))
+    validate_schema(swagger)
+    assert prefix + 'snippets/' in swagger['paths']
+    return swagger
+
+
+def _check_v1(swagger, prefix):
+    assert swagger['info']['version'] == '1.0'
+    versioned_post = swagger['paths'][prefix + 'snippets/']['post']
+    assert versioned_post['responses']['201']['schema']['$ref'] == '#/definitions/Snippet'
+    assert 'v2field' not in swagger['definitions']['Snippet']['properties']
+
+
+def _check_v2(swagger, prefix):
+    assert swagger['info']['version'] == '2.0'
+    versioned_post = swagger['paths'][prefix + 'snippets/']['post']
+    assert versioned_post['responses']['201']['schema']['$ref'] == '#/definitions/SnippetV2'
+    assert 'v2field' in swagger['definitions']['SnippetV2']['properties']
+    v2field = swagger['definitions']['SnippetV2']['properties']['v2field']
+    assert v2field['description'] == 'version 2.0 field'
+
+
+@pytest.mark.urls('urlconfs.url_versioning')
+def test_url_v1(client, validate_schema):
+    prefix = '/versioned/url/v1.0/'
+    swagger = _get_versioned_schema(prefix, client, validate_schema)
+    _check_v1(swagger, prefix)
+
+
+@pytest.mark.urls('urlconfs.url_versioning')
+def test_url_v2(client, validate_schema):
+    prefix = '/versioned/url/v2.0/'
+    swagger = _get_versioned_schema(prefix, client, validate_schema)
+    _check_v2(swagger, prefix)
+
+
+@pytest.mark.urls('urlconfs.ns_versioning')
+def test_ns_v1(client, validate_schema):
+    prefix = '/versioned/ns/v1.0/'
+    swagger = _get_versioned_schema(prefix, client, validate_schema)
+    _check_v1(swagger, prefix)
+
+
+@pytest.mark.urls('urlconfs.ns_versioning')
+def test_ns_v2(client, validate_schema):
+    prefix = '/versioned/ns/v2.0/'
+    swagger = _get_versioned_schema(prefix, client, validate_schema)
+    _check_v2(swagger, prefix)

tests/urlconfs/non_public_urls.py

@@ -1,5 +1,4 @@
-from django.conf.urls import url
+from django.conf.urls import include, url
-from django.conf.urls import include
 from rest_framework import permissions
 
 import testproj.urls

tests/urlconfs/ns_version1.py

@@ -0,0 +1,26 @@
+from django.conf.urls import url
+from rest_framework import generics, versioning
+
+from snippets.models import Snippet
+from snippets.serializers import SnippetSerializer
+
+
+class SnippetList(generics.ListCreateAPIView):
+    """SnippetList classdoc"""
+    queryset = Snippet.objects.all()
+    serializer_class = SnippetSerializer
+    versioning_class = versioning.NamespaceVersioning
+
+    def perform_create(self, serializer):
+        serializer.save(owner=self.request.user)
+
+    def post(self, request, *args, **kwargs):
+        """post method docstring"""
+        return super(SnippetList, self).post(request, *args, **kwargs)
+
+
+app_name = 'test_ns_versioning'
+
+urlpatterns = [
+    url(r"^$", SnippetList.as_view())
+]

tests/urlconfs/ns_version2.py

@@ -0,0 +1,24 @@
+from django.conf.urls import url
+from rest_framework import fields
+
+from snippets.serializers import SnippetSerializer
+
+from .ns_version1 import SnippetList as SnippetListV1
+
+
+class SnippetSerializerV2(SnippetSerializer):
+    v2field = fields.IntegerField(help_text="version 2.0 field")
+
+    class Meta:
+        ref_name = 'SnippetV2'
+
+
+class SnippetListV2(SnippetListV1):
+    serializer_class = SnippetSerializerV2
+
+
+app_name = 'test_ns_versioning'
+
+urlpatterns = [
+    url(r"^$", SnippetListV2.as_view())
+]

tests/urlconfs/ns_versioning.py

@@ -0,0 +1,25 @@
+from django.conf.urls import include, url
+from rest_framework import versioning
+
+from testproj.urls import SchemaView
+
+from . import ns_version1, ns_version2
+
+VERSION_PREFIX_NS = r"^versioned/ns/"
+
+
+class VersionedSchemaView(SchemaView):
+    versioning_class = versioning.NamespaceVersioning
+
+
+schema_patterns = [
+    url(r'swagger(?P<format>.json|.yaml)$', VersionedSchemaView.without_ui(), name='ns-schema')
+]
+
+
+urlpatterns = [
+    url(VERSION_PREFIX_NS + r"v1.0/snippets/", include(ns_version1, namespace='1.0')),
+    url(VERSION_PREFIX_NS + r"v2.0/snippets/", include(ns_version2, namespace='2.0')),
+    url(VERSION_PREFIX_NS + r'v1.0/', include((schema_patterns, '1.0'))),
+    url(VERSION_PREFIX_NS + r'v2.0/', include((schema_patterns, '2.0'))),
+]

tests/urlconfs/url_versioning.py

@@ -0,0 +1,48 @@
+from django.conf.urls import url
+from rest_framework import fields, generics, versioning
+
+from snippets.models import Snippet
+from snippets.serializers import SnippetSerializer
+from testproj.urls import SchemaView
+
+
+class SnippetSerializerV2(SnippetSerializer):
+    v2field = fields.IntegerField(help_text="version 2.0 field")
+
+    class Meta:
+        ref_name = 'SnippetV2'
+
+
+class SnippetList(generics.ListCreateAPIView):
+    """SnippetList classdoc"""
+    queryset = Snippet.objects.all()
+    serializer_class = SnippetSerializer
+    versioning_class = versioning.URLPathVersioning
+
+    def get_serializer_class(self):
+        context = self.get_serializer_context()
+        request = context['request']
+        if int(float(request.version)) >= 2:
+            return SnippetSerializerV2
+        else:
+            return SnippetSerializer
+
+    def perform_create(self, serializer):
+        serializer.save(owner=self.request.user)
+
+    def post(self, request, *args, **kwargs):
+        """post method docstring"""
+        return super(SnippetList, self).post(request, *args, **kwargs)
+
+
+VERSION_PREFIX_URL = r"^versioned/url/v(?P<version>1.0|2.0)/"
+
+
+class VersionedSchemaView(SchemaView):
+    versioning_class = versioning.URLPathVersioning
+
+
+urlpatterns = [
+    url(VERSION_PREFIX_URL + r"snippets/$", SnippetList.as_view()),
+    url(VERSION_PREFIX_URL + r'swagger(?P<format>.json|.yaml)$', VersionedSchemaView.without_ui(), name='vschema-json'),
+]

tox.ini

@@ -30,7 +30,7 @@ deps =
     -rrequirements/test.txt
 
 commands =
-    pytest --cov-config .coveragerc --cov-append --cov
+    pytest --cov-config .coveragerc --cov-append --cov {posargs}
 
 [testenv:py36-drfmaster]
 pip_pre = True
@@ -39,6 +39,7 @@ pip_pre = True
 skip_install = true
 deps =
     flake8
+    flake8-isort
 commands =
     flake8 src/drf_yasg testproj tests setup.py
 
@@ -56,3 +57,19 @@ python_paths = testproj
 [flake8]
 max-line-length = 120
 exclude = **/migrations/*
+
+[isort]
+skip = .eggs,.tox,docs,env,venv
+skip_glob = **/migrations/*
+not_skip = __init__.py
+atomic = true
+multi_line_output = 5
+line_length = 120
+known_future_library = future,six
+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,django,django_filters,djangorestframework_camel_case,flex,inflection,pygments,
+    pytest,rest_framework,ruamel,setuptools_scm,swagger_spec_validator,uritemplate
+known_first_party = drf_yasg,testproj,articles,snippets,users,urlconfs

update-ui.sh

@@ -0,0 +1,9 @@
+#!/bin/bash
+set -ev
+npm update
+cp node_modules/redoc/dist/redoc.min.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
+rm -f index.html *.map
+popd >/dev/null