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218 lines
7.7 KiB
Markdown
218 lines
7.7 KiB
Markdown
---
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source:
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- schemas.py
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---
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# Schema
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> A machine-readable [schema] describes what resources are available via the API, what their URLs are, how they are represented and what operations they support.
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>
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> — Heroku, [JSON Schema for the Heroku Platform API][cite]
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API schemas are a useful tool that allow for a range of use cases, including
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generating reference documentation, or driving dynamic client libraries that
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can interact with your API.
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Django REST Framework provides support for automatic generation of
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[OpenAPI][openapi] schemas.
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## Generating an OpenAPI Schema
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### Install `pyyaml`
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You'll need to install `pyyaml`, so that you can render your generated schema
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into the commonly used YAML-based OpenAPI format.
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pip install pyyaml
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### Generating a static schema with the `generateschema` management command
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If your schema is static, you can use the `generateschema` management command:
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```bash
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./manage.py generateschema > openapi-schema.yml
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```
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Once you've generated a schema in this way you can annotate it with any
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additional information that cannot be automatically inferred by the schema
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generator.
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You might want to check your API schema into version control and update it
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with each new release, or serve the API schema from your site's static media.
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### Generating a dynamic schema with `SchemaView`
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If you require a dynamic schema, because foreign key choices depend on database
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values, for example, you can route a `SchemaView` that will generate and serve
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your schema on demand.
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To route a `SchemaView`, use the `get_schema_view()` helper.
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In `urls.py`:
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```python
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from rest_framework.schemas import get_schema_view
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urlpatterns = [
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# ...
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# Use the `get_schema_view()` helper to add a `SchemaView` to project URLs.
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# * `title` and `description` parameters are passed to `SchemaGenerator`.
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# * Provide view name for use with `reverse()`.
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path('openapi', get_schema_view(
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title="Your Project",
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description="API for all things …"
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), name='openapi-schema'),
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# ...
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]
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```
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#### `get_schema_view()`
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The `get_schema_view()` helper takes the following keyword arguments:
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* `title`: May be used to provide a descriptive title for the schema definition.
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* `description`: Longer descriptive text.
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* `url`: May be used to pass a canonical base URL for the schema.
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schema_view = get_schema_view(
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title='Server Monitoring API',
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url='https://www.example.org/api/'
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)
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* `urlconf`: A string representing the import path to the URL conf that you want
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to generate an API schema for. This defaults to the value of Django's
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`ROOT_URLCONF` setting.
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schema_view = get_schema_view(
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title='Server Monitoring API',
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url='https://www.example.org/api/',
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urlconf='myproject.urls'
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)
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* `patterns`: List of url patterns to limit the schema introspection to. If you
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only want the `myproject.api` urls to be exposed in the schema:
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schema_url_patterns = [
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url(r'^api/', include('myproject.api.urls')),
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]
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schema_view = get_schema_view(
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title='Server Monitoring API',
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url='https://www.example.org/api/',
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patterns=schema_url_patterns,
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)
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* `generator_class`: May be used to specify a `SchemaGenerator` subclass to be
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passed to the `SchemaView`.
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* `authentication_classes`: May be used to specify the list of authentication
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classes that will apply to the schema endpoint. Defaults to
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`settings.DEFAULT_AUTHENTICATION_CLASSES`
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* `permission_classes`: May be used to specify the list of permission classes
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that will apply to the schema endpoint. Defaults to
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`settings.DEFAULT_PERMISSION_CLASSES`.
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* `renderer_classes`: May be used to pass the set of renderer classes that can
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be used to render the API root endpoint.
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## Customizing Schema Generation
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You may customize schema generation at the level of the schema as a whole, or
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on a per-view basis.
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### Schema Level Customization
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In order to customize the top-level schema sublass
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`rest_framework.schemas.openapi.SchemaGenerator` and provide it as an argument
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to the `generateschema` command or `get_schema_view()` helper function.
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#### SchemaGenerator
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A class that walks a list of routed URL patterns, requests the schema for each
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view and collates the resulting OpenAPI schema.
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Typically you'll instantiate `SchemaGenerator` with a `title` argument, like so:
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generator = SchemaGenerator(title='Stock Prices API')
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Arguments:
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* `title` **required**: The name of the API.
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* `description`: Longer descriptive text.
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* `url`: The root URL of the API schema. This option is not required unless the schema is included under path prefix.
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* `patterns`: A list of URLs to inspect when generating the schema. Defaults to the project's URL conf.
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* `urlconf`: A URL conf module name to use when generating the schema. Defaults to `settings.ROOT_URLCONF`.
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##### get_schema(self, request)
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Returns a dictionary that represents the OpenAPI schema:
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generator = SchemaGenerator(title='Stock Prices API')
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schema = generator.get_schema()
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The `request` argument is optional, and may be used if you want to apply
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per-user permissions to the resulting schema generation.
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This is a good point to override if you want to customise the generated
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dictionary, for example to add custom
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[specification extensions][openapi-specification-extensions].
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### Per-View Customization
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By default, view introspection is performed by an `AutoSchema` instance
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accessible via the `schema` attribute on `APIView`. This provides the
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appropriate [Open API operation object][openapi-operation] for the view,
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request method and path:
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auto_schema = view.schema
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operation = auto_schema.get_operation(...)
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In compiling the schema, `SchemaGenerator` calls `view.schema.get_operation()`
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for each view, allowed method, and path.
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---
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**Note**: For basic `APIView` subclasses, default introspection is essentially
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limited to the URL kwarg path parameters. For `GenericAPIView`
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subclasses, which includes all the provided class based views, `AutoSchema` will
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attempt to introspect serialiser, pagination and filter fields, as well as
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provide richer path field descriptions. (The key hooks here are the relevant
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`GenericAPIView` attributes and methods: `get_serializer`, `pagination_class`,
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`filter_backends` and so on.)
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---
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In order to customise the operation generation, you should provide an `AutoSchema` subclass, overriding `get_operation()` as you need:
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from rest_framework.views import APIView
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from rest_framework.schemas.openapi import AutoSchema
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class CustomSchema(AutoSchema):
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def get_link(...):
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# Implement custom introspection here (or in other sub-methods)
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class CustomView(APIView):
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"""APIView subclass with custom schema introspection."""
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schema = CustomSchema()
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This provides complete control over view introspection.
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You may disable schema generation for a view by setting `schema` to `None`:
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class CustomView(APIView):
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...
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schema = None # Will not appear in schema
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This also applies to extra actions for `ViewSet`s:
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class CustomViewSet(viewsets.ModelViewSet):
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@action(detail=True, schema=None)
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def extra_action(self, request, pk=None):
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...
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If you wish to provide a base `AutoSchema` subclass to be used throughout your
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project you may adjust `settings.DEFAULT_SCHEMA_CLASS` appropriately.
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[openapi]: https://github.com/OAI/OpenAPI-Specification
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[openapi-specification-extensions]: https://github.com/OAI/OpenAPI-Specification/blob/master/versions/3.0.2.md#specification-extensions
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[openapi-operation]: https://github.com/OAI/OpenAPI-Specification/blob/master/versions/3.0.2.md#operationObject |