Sane and flexible OpenAPI 3 schema generation for Django REST framework
Project description
Sane and flexible OpenAPI 3 schema generation for Django REST framework.
- This project has 3 goals:
Extract as much schema information from DRF as possible.
Provide flexibility to make the schema usable in the real world (not only toy examples).
Generate a schema that works well the most popular client generators.
The code is a heavily modified fork of the DRF OpenAPI generator, which is/was lacking all of the below listed features.
- Features
- abstraction of serializers into components (better support for openapi-generator)
recursive components (e.g. nested PersonSerializer->PersonSerializer->…)
components are named after Serializers (i.e. the main interface of your API)
- @extend_schema decorator for customization of APIView, Viewsets, function-based views, and @action
additional manual query parameters
request/response serializer override
response status code override
polymorphic responses (manual by providing serializer list or rest_polymorphic)
and more customization options
easy to use hooks for extending the spectacular AutoSchema
authentication methods in schema (default DRF methods included, easily extendable)
MethodSerializerField() type via type hinting
schema tags for operations plus override option (very useful in Swagger UI)
support for django-polymorphic / rest_polymorphic (automatic polymorphic responses for PolymorphicSerializers)
description extraction from doc strings
sane fallbacks where there are no serializers available (free-form objects)
operation_id naming based on endpoint path instead of model name (preventing operation_id duplication)
- Incomplete features (in progress):
optional separate component versions for PATCH serializers (no required fields)
optional input/output serializer component split
Requirements
Python >= 3.6
Django (2.2, 3.0)
Django REST Framework (3.10, 3.11)
Installation
Install using pip…
$ pip install drf-spectacular
then add drf-spectacular to installed apps in settings.py
INSTALLED_APPS = [
# ALL YOUR APPS
'drf_spectacular',
]
and finally register our spectacular AutoSchema with DRF
REST_FRAMEWORK = {
# YOUR SETTINGS
'DEFAULT_SCHEMA_CLASS': 'drf_spectacular.openapi.AutoSchema',
# OR this for usage with rest_polymorphic/django-polymorphic
# 'DEFAULT_SCHEMA_CLASS': 'drf_spectacular.contrib.rest_polymorphic.PolymorphicAutoSchema',
}
Take it for a spin
drf-spectacular is KISS. It only generates a valid OpenAPI 3 specification for you and nothing else. You can easily view your schema with the excellent Swagger UI or any other compliant UI or tool:
$ ./manage.py spectacular --file schema.yml
$ docker run -p 80:8080 -e SWAGGER_JSON=/schema.yml -v ${PWD}/schema.yml:/schema.yml swaggerapi/swagger-ui
Usage
drf-spectacular works pretty well out of the box. The toy examples do not cover your cases? No problem, you can heavily customize how your schema will be rendered.
Customization by using @extend_schema
Most customization cases should be covered by the extend_schema decorator. We usually get pretty far with specifying QueryParameter and splitting request/response serializers, but the sky is the limit.
from drf_spectacular.utils import extend_schema, QueryParameter
class AlbumViewset(viewset.ModelViewset)
serializer_class = AlbumSerializer
@extend_schema(
request=AlbumCreationSerializer
responses={201: AlbumSerializer},
)
def create(self, request):
# your non-standard behaviour
return super().create(request)
@extend_schema(
# extra parameters added to the schema
extra_parameters=[
QueryParameter(name='artist', description='Filter by artist', required=False, type=str),
QueryParameter(name='year', description='Filter by year', required=False, type=int),
],
# override default docstring extraction
description='More descriptive text',
# provide Authentication class that deviates from the views default
auth=None,
# change the auto-generated operation name
operation_id=None,
# or even completely override what AutoSchema would generate. Provide raw Open API spec as Dict.
operation=None,
)
def list(self, request):
# your non-standard behaviour
return super().list(request)
@extend_schema(
request=AlbumLikeSerializer
responses={204: None},
)
@action(detail=True, methods=['post'])
def set_password(self, request, pk=None):
# your action behaviour
Customization by overriding AutoSchema
Still not satisifed? You want more! We still got you covered. We prepared some convenient hooks for things that are probably up to taste. If you are careful, you can change pretty much anything.
Don’t forget to register your custom AutoSchema in the DEFAULT_SCHEMA_CLASS.
from drf_spectacular.openapi import AutoSchema
class CustomAutoSchema(AutoSchema):
def get_tags(self, path, method):
return ['AllUnderOneTag']
Extras
got endpoints that yield list of differing objects? Enter PolymorphicResponse
@extend_schema(
responses=PolymorphicResponse(
serializers=[SerializerA, SerializerB],
resource_type_field_name='type',
)
)
@api_view()
def poly_list(request):
return Response(list_of_multiple_object_types)
Testing
Install testing requirements.
$ pip install -r requirements.txt
Run with runtests.
$ ./runtests.py
You can also use the excellent tox testing tool to run the tests against all supported versions of Python and Django. Install tox globally, and then simply run:
$ tox
Project details
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