Ejemplo n.º 1
0
class SwaggerAutoSchema(ViewInspector):
    def __init__(self, view, path, method, components, request, overrides):
        super(SwaggerAutoSchema, self).__init__(view, path, method, components,
                                                request, overrides)
        self._sch = AutoSchema()
        self._sch.view = view

    def get_operation(self, operation_keys):
        consumes = self.get_consumes()

        body = self.get_request_body_parameters(consumes)
        query = self.get_query_parameters()
        parameters = body + query
        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=operation_id,
            description=description,
            responses=responses,
            parameters=parameters,
            consumes=consumes,
            tags=tags,
        )

    def get_request_body_parameters(self, consumes):
        """Return the request body parameters for this view. |br|
        This is either:

        -  a list with a single object Parameter with a :class:`.Schema` derived from the request serializer
        -  a list of primitive Parameters parsed as form data

        :param list[str] consumes: a list of accepted MIME types as returned by :meth:`.get_consumes`
        :return: a (potentially empty) list of :class:`.Parameter`\ s either ``in: body`` or ``in: formData``
        :rtype: list[openapi.Parameter]
        """
        serializer = self.get_request_serializer()
        schema = None
        if serializer is None:
            return []

        if isinstance(serializer, openapi.Schema.OR_REF):
            schema = serializer

        if any(is_form_media_type(encoding) for encoding in consumes):
            if schema is not None:
                raise SwaggerGenerationError(
                    "form request body cannot be a Schema")
            return self.get_request_form_parameters(serializer)
        else:
            if schema is None:
                schema = self.get_request_body_schema(serializer)
            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.

        :return: the view's ``Serializer``
        """
        if not hasattr(self.view, 'get_serializer'):
            return None
        return self.view.get_serializer()

    def get_request_serializer(self):
        """Return the request serializer (used for parsing the request payload) for this endpoint.

        :return: the request serializer, or one of :class:`.Schema`, :class:`.SchemaRef`, ``None``
        """
        body_override = self.overrides.get('request_body', None)

        if body_override is not None:
            if body_override is no_body:
                return None
            if self.method not in self.body_methods:
                raise SwaggerGenerationError(
                    "request_body can only be applied to PUT, PATCH or POST views; "
                    "are you looking for query_serializer or manual_parameters?"
                )
            if isinstance(body_override, openapi.Schema.OR_REF):
                return body_override
            return force_serializer_instance(body_override)
        elif self.method in self.body_methods:
            return self.get_view_serializer()

        return None

    def get_request_form_parameters(self, serializer):
        """Given a Serializer, return a list of ``in: formData`` :class:`.Parameter`\ s.

        :param serializer: the view's request serializer as returned by :meth:`.get_request_serializer`
        :rtype: list[openapi.Parameter]
        """
        return self.serializer_to_parameters(serializer, in_=openapi.IN_FORM)

    def get_request_body_schema(self, serializer):
        """Return the :class:`.Schema` for a given request's body data. Only applies to PUT, PATCH and POST requests.

        :param serializer: the view's request serializer as returned by :meth:`.get_request_serializer`
        :rtype: openapi.Schema
        """
        return self.serializer_to_schema(serializer)

    def make_body_parameter(self, schema):
        """Given a :class:`.Schema` object, create an ``in: body`` :class:`.Parameter`.

        :param openapi.Schema schema: the request body schema
        :rtype: openapi.Parameter
        """
        return openapi.Parameter(name='data',
                                 in_=openapi.IN_BODY,
                                 required=True,
                                 schema=schema)

    def add_manual_parameters(self, parameters):
        """Add/replace parameters from the given list of automatically generated request parameters.

        :param list[openapi.Parameter] parameters: genereated parameters
        :return: modified parameters
        :rtype: list[openapi.Parameter]
        """
        parameters = param_list_to_odict(parameters)
        manual_parameters = self.overrides.get('manual_parameters', None) or []

        if any(param.in_ == openapi.IN_BODY
               for param in manual_parameters):  # pragma: no cover
            raise SwaggerGenerationError(
                "specify the body parameter as a Schema or Serializer in request_body"
            )
        if any(param.in_ == openapi.IN_FORM
               for param in manual_parameters):  # pragma: no cover
            if any(param.in_ == openapi.IN_BODY
                   for param in parameters.values()):
                raise SwaggerGenerationError(
                    "cannot add form parameters when the request has a request schema; "
                    "did you forget to set an appropriate parser class on the view?"
                )

        parameters.update(param_list_to_odict(manual_parameters))
        return list(parameters.values())

    def get_responses(self):
        """Get the possible responses for this view as a swagger :class:`.Responses` object.

        :return: the documented responses
        :rtype: openapi.Responses
        """
        response_serializers = self.get_response_serializers()
        return openapi.Responses(
            responses=self.get_response_schemas(response_serializers))

    def get_default_responses(self):
        """Get the default responses determined for this view from the request serializer and request method.

        :type: dict[str, openapi.Schema]
        """
        method = self.method.lower()

        default_status = guess_response_status(method)
        default_schema = ''
        if method in ('get', 'post', '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 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_paginated_response(
                    default_schema) or 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.
        The return value should be a dict where the keys are possible status codes, and values are either strings,
        ``Serializer``\ s, :class:`.Schema`, :class:`.SchemaRef` or :class:`.Response` objects. See
        :func:`@swagger_auto_schema <.swagger_auto_schema>` for more details.

        :return: the response serializers
        :rtype: dict
        """
        manual_responses = self.overrides.get('responses', None) or {}
        manual_responses = OrderedDict(
            (str(sc), resp) for sc, resp in manual_responses.items())

        responses = OrderedDict()
        if not any(
                is_success(int(sc))
                for sc in manual_responses if sc != 'default'):
            responses = self.get_default_responses()

        responses.update(
            (str(sc), resp) for sc, resp in manual_responses.items())
        return responses

    def get_response_schemas(self, response_serializers):
        """Return the :class:`.openapi.Response` objects calculated for this view.

        :param dict response_serializers: response serializers as returned by :meth:`.get_response_serializers`
        :return: a dictionary of status code to :class:`.Response` object
        :rtype: dict[str, openapi.Response]
        """
        responses = OrderedDict()
        for sc, serializer in response_serializers.items():
            if isinstance(serializer, str):
                response = openapi.Response(description=serializer)
            elif isinstance(serializer, openapi.Response):
                response = serializer
                if not isinstance(response.schema, openapi.Schema.OR_REF):
                    serializer = force_serializer_instance(response.schema)
                    response.schema = self.serializer_to_schema(serializer)
            elif isinstance(serializer, openapi.Schema.OR_REF):
                response = openapi.Response(
                    description='',
                    schema=serializer,
                )
            else:
                serializer = force_serializer_instance(serializer)
                response = openapi.Response(
                    description='',
                    schema=self.serializer_to_schema(serializer),
                )

            responses[str(sc)] = response

        return responses

    def get_query_serializer(self):
        """Return the query serializer (used for parsing query parameters) for this endpoint.

        :return: the query serializer, or ``None``
        """
        query_serializer = self.overrides.get('query_serializer', None)
        if query_serializer is not None:
            query_serializer = force_serializer_instance(query_serializer)
        return query_serializer

    def get_query_parameters(self):
        """Return the query parameters accepted by this view.

        :rtype: list[openapi.Parameter]
        """
        natural_parameters = self.get_filter_parameters(
        ) + self.get_pagination_parameters()

        query_serializer = self.get_query_serializer()
        serializer_parameters = []
        if query_serializer is not None:
            serializer_parameters = self.serializer_to_parameters(
                query_serializer, in_=openapi.IN_QUERY)

            if len(
                    set(param_list_to_odict(natural_parameters))
                    & set(param_list_to_odict(serializer_parameters))) != 0:
                raise SwaggerGenerationError(
                    "your query_serializer contains fields that conflict with the "
                    "filter_backend or paginator_class on the view - %s %s" %
                    (self.method, self.path))

        return natural_parameters + serializer_parameters

    def get_operation_id(self, operation_keys):
        """Return an unique ID for this operation. The ID must be unique across
        all :class:`.Operation` objects in the API.

        :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
        """
        operation_id = self.overrides.get('operation_id', '')
        if not operation_id:
            operation_id = '_'.join(operation_keys)
        return operation_id

    def get_description(self):
        """Return an operation description determined as appropriate from the view's method and class docstrings.

        :return: the operation description
        :rtype: str
        """
        description = self.overrides.get('operation_description', None)
        if description is None:
            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.

        :rtype: list[str]
        """
        media_types = [
            parser.media_type
            for parser in getattr(self.view, 'parser_classes', [])
        ]
        if all(is_form_media_type(encoding) for encoding in media_types):
            return media_types
        return media_types[:1]
Ejemplo n.º 2
0
class SwaggerAutoSchema(ViewInspector):
    def __init__(self, view, path, method, components, request, overrides):
        super(SwaggerAutoSchema, self).__init__(view, path, method, components,
                                                request, overrides)
        self._sch = AutoSchema()
        self._sch.view = view

    def get_operation(self, operation_keys):
        consumes = self.get_consumes()
        produces = self.get_produces()

        body = self.get_request_body_parameters(consumes)
        query = self.get_query_parameters()
        parameters = body + query
        parameters = filter_none(parameters)
        parameters = self.add_manual_parameters(parameters)

        operation_id = self.get_operation_id(operation_keys)
        summary, description = self.get_summary_and_description()
        security = self.get_security()
        assert security is None or isinstance(
            security,
            list), "security must be a list of security requirement objects"
        deprecated = self.is_deprecated()
        tags = self.get_tags(operation_keys)

        responses = self.get_responses()

        return openapi.Operation(operation_id=operation_id,
                                 description=force_real_str(description),
                                 summary=force_real_str(summary),
                                 responses=responses,
                                 parameters=parameters,
                                 consumes=consumes,
                                 produces=produces,
                                 tags=tags,
                                 security=security,
                                 deprecated=deprecated)

    def get_request_body_parameters(self, consumes):
        """Return the request body parameters for this view. |br|
        This is either:

        -  a list with a single object Parameter with a :class:`.Schema` derived from the request serializer
        -  a list of primitive Parameters parsed as form data

        :param list[str] consumes: a list of accepted MIME types as returned by :meth:`.get_consumes`
        :return: a (potentially empty) list of :class:`.Parameter`\\ s either ``in: body`` or ``in: formData``
        :rtype: list[openapi.Parameter]
        """
        serializer = self.get_request_serializer()
        schema = None
        if serializer is None:
            return []

        if isinstance(serializer, openapi.Schema.OR_REF):
            schema = serializer

        if any(is_form_media_type(encoding) for encoding in consumes):
            if schema is not None:
                raise SwaggerGenerationError(
                    "form request body cannot be a Schema")
            return self.get_request_form_parameters(serializer)
        else:
            if schema is None:
                schema = self.get_request_body_schema(serializer)
            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.

        :return: the view's ``Serializer``
        :rtype: rest_framework.serializers.Serializer
        """
        return call_view_method(self.view, 'get_serializer')

    def _get_request_body_override(self):
        """Parse the request_body key in the override dict. This method is not public API."""
        body_override = self.overrides.get('request_body', None)

        if body_override is not None:
            if body_override is no_body:
                return no_body
            if self.method not in self.body_methods:
                raise SwaggerGenerationError(
                    "request_body can only be applied to (" +
                    ','.join(self.body_methods) +
                    "); are you looking for query_serializer or manual_parameters?"
                )
            if isinstance(body_override, openapi.Schema.OR_REF):
                return body_override
            return force_serializer_instance(body_override)

        return body_override

    def get_request_serializer(self):
        """Return the request serializer (used for parsing the request payload) for this endpoint.

        :return: the request serializer, or one of :class:`.Schema`, :class:`.SchemaRef`, ``None``
        :rtype: rest_framework.serializers.Serializer
        """
        body_override = self._get_request_body_override()

        if body_override is None and self.method in self.implicit_body_methods:
            return self.get_view_serializer()

        if body_override is no_body:
            return None

        return body_override

    def get_request_form_parameters(self, serializer):
        """Given a Serializer, return a list of ``in: formData`` :class:`.Parameter`\\ s.

        :param serializer: the view's request serializer as returned by :meth:`.get_request_serializer`
        :rtype: list[openapi.Parameter]
        """
        return self.serializer_to_parameters(serializer, in_=openapi.IN_FORM)

    def get_request_body_schema(self, serializer):
        """Return the :class:`.Schema` for a given request's body data. Only applies to PUT, PATCH and POST requests.

        :param serializer: the view's request serializer as returned by :meth:`.get_request_serializer`
        :rtype: openapi.Schema
        """
        return self.serializer_to_schema(serializer)

    def make_body_parameter(self, schema):
        """Given a :class:`.Schema` object, create an ``in: body`` :class:`.Parameter`.

        :param openapi.Schema schema: the request body schema
        :rtype: openapi.Parameter
        """
        return openapi.Parameter(name='data',
                                 in_=openapi.IN_BODY,
                                 required=True,
                                 schema=schema)

    def add_manual_parameters(self, parameters):
        """Add/replace parameters from the given list of automatically generated request parameters.

        :param list[openapi.Parameter] parameters: genereated parameters
        :return: modified parameters
        :rtype: list[openapi.Parameter]
        """
        manual_parameters = self.overrides.get('manual_parameters', None) or []

        if any(param.in_ == openapi.IN_BODY
               for param in manual_parameters):  # pragma: no cover
            raise SwaggerGenerationError(
                "specify the body parameter as a Schema or Serializer in request_body"
            )
        if any(param.in_ == openapi.IN_FORM
               for param in manual_parameters):  # pragma: no cover
            has_body_parameter = any(param.in_ == openapi.IN_BODY
                                     for param in parameters)
            if has_body_parameter or not any(
                    is_form_media_type(encoding)
                    for encoding in self.get_consumes()):
                raise SwaggerGenerationError(
                    "cannot add form parameters when the request has a request body; "
                    "did you forget to set an appropriate parser class on the view?"
                )
            if self.method not in self.body_methods:
                raise SwaggerGenerationError(
                    "form parameters can only be applied to "
                    "(" + ','.join(self.body_methods) + ") HTTP methods")

        return merge_params(parameters, manual_parameters)

    def get_responses(self):
        """Get the possible responses for this view as a swagger :class:`.Responses` object.

        :return: the documented responses
        :rtype: openapi.Responses
        """
        response_serializers = self.get_response_serializers()
        return openapi.Responses(
            responses=self.get_response_schemas(response_serializers))

    def get_default_response_serializer(self):
        """Return the default response serializer for this endpoint. This is derived from either the ``request_body``
        override or the request serializer (:meth:`.get_view_serializer`).

        :return: response serializer, :class:`.Schema`, :class:`.SchemaRef`, ``None``
        """
        body_override = self._get_request_body_override()
        if body_override and body_override is not no_body:
            return body_override

        return self.get_view_serializer()

    def get_default_responses(self):
        """Get the default responses determined for this view from the request serializer and request method.

        :type: dict[str, openapi.Schema]
        """
        method = self.method.lower()

        default_status = guess_response_status(method)
        default_schema = ''
        if method in ('get', 'post', 'put', 'patch'):
            default_schema = self.get_default_response_serializer()

        default_schema = default_schema or ''
        if default_schema and not isinstance(default_schema, openapi.Schema):
            default_schema = self.serializer_to_schema(default_schema) or ''

        if default_schema:
            if self.has_list_response():
                default_schema = openapi.Schema(type=openapi.TYPE_ARRAY,
                                                items=default_schema)
            if self.should_page():
                default_schema = self.get_paginated_response(
                    default_schema) or 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.
        The return value should be a dict where the keys are possible status codes, and values are either strings,
        ``Serializer``\\ s, :class:`.Schema`, :class:`.SchemaRef` or :class:`.Response` objects. See
        :func:`@swagger_auto_schema <.swagger_auto_schema>` for more details.

        :return: the response serializers
        :rtype: dict
        """
        manual_responses = self.overrides.get('responses', None) or {}
        manual_responses = OrderedDict(
            (str(sc), resp) for sc, resp in manual_responses.items())

        responses = OrderedDict()
        if not any(
                is_success(int(sc))
                for sc in manual_responses if sc != 'default'):
            responses = self.get_default_responses()

        responses.update(
            (str(sc), resp) for sc, resp in manual_responses.items())
        return responses

    def get_response_schemas(self, response_serializers):
        """Return the :class:`.openapi.Response` objects calculated for this view.

        :param dict response_serializers: response serializers as returned by :meth:`.get_response_serializers`
        :return: a dictionary of status code to :class:`.Response` object
        :rtype: dict[str, openapi.Response]
        """
        responses = OrderedDict()
        for sc, serializer in response_serializers.items():
            if isinstance(serializer, str):
                response = openapi.Response(
                    description=force_real_str(serializer))
            elif not serializer:
                continue
            elif isinstance(serializer, openapi.Response):
                response = serializer
                if hasattr(response, 'schema') and not isinstance(
                        response.schema, openapi.Schema.OR_REF):
                    serializer = force_serializer_instance(response.schema)
                    response.schema = self.serializer_to_schema(serializer)
            elif isinstance(serializer, openapi.Schema.OR_REF):
                response = openapi.Response(
                    description='',
                    schema=serializer,
                )
            else:
                serializer = force_serializer_instance(serializer)
                response = openapi.Response(
                    description='',
                    schema=self.serializer_to_schema(serializer),
                )

            responses[str(sc)] = response

        return responses

    def get_query_serializer(self):
        """Return the query serializer (used for parsing query parameters) for this endpoint.

        :return: the query serializer, or ``None``
        """
        query_serializer = self.overrides.get('query_serializer', None)
        if query_serializer is not None:
            query_serializer = force_serializer_instance(query_serializer)
        return query_serializer

    def get_query_parameters(self):
        """Return the query parameters accepted by this view.

        :rtype: list[openapi.Parameter]
        """
        natural_parameters = self.get_filter_parameters(
        ) + self.get_pagination_parameters()

        query_serializer = self.get_query_serializer()
        serializer_parameters = []
        if query_serializer is not None:
            serializer_parameters = self.serializer_to_parameters(
                query_serializer, in_=openapi.IN_QUERY)

            if len(
                    set(param_list_to_odict(natural_parameters))
                    & set(param_list_to_odict(serializer_parameters))) != 0:
                raise SwaggerGenerationError(
                    "your query_serializer contains fields that conflict with the "
                    "filter_backend or paginator_class on the view - %s %s" %
                    (self.method, self.path))

        return natural_parameters + serializer_parameters

    def get_operation_id(self, operation_keys):
        """Return an unique ID for this operation. The ID must be unique across
        all :class:`.Operation` objects in the API.

        :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
        """
        operation_id = self.overrides.get('operation_id', '')
        if not operation_id:
            operation_id = '_'.join(operation_keys)
        return operation_id

    def split_summary_from_description(self, description):
        """Decide if and how to split a summary out of the given description. The default implementation
        uses the first paragraph of the description as a summary if it is less than 120 characters long.

        :param description: the full description to be analyzed
        :return: summary and description
        :rtype: (str,str)
        """
        # https://www.python.org/dev/peps/pep-0257/#multi-line-docstrings
        summary = None
        summary_max_len = 120  # OpenAPI 2.0 spec says summary should be under 120 characters
        sections = description.split('\n\n', 1)
        if len(sections) == 2:
            sections[0] = sections[0].strip()
            if len(sections[0]) < summary_max_len:
                summary, description = sections
                description = description.strip()

        return summary, description

    def get_summary_and_description(self):
        """Return an operation summary and description determined from the view's docstring.

        :return: summary and description
        :rtype: (str,str)
        """
        description = self.overrides.get('operation_description', None)
        summary = self.overrides.get('operation_summary', None)
        if description is None:
            description = self._sch.get_description(self.path,
                                                    self.method) or ''
            description = description.strip().replace('\r', '')

            if description and (summary is None):
                # description from docstring... do summary magic
                summary, description = self.split_summary_from_description(
                    description)

        return summary, description

    def get_security(self):
        """Return a list of security requirements for this operation.

        Returning an empty list marks the endpoint as unauthenticated (i.e. removes all accepted
        authentication schemes). Returning ``None`` will inherit the top-level secuirty requirements.

        :return: security requirements
        :rtype: list[dict[str,list[str]]]"""
        return self.overrides.get('security', None)

    def is_deprecated(self):
        """Return ``True`` if this operation is to be marked as deprecated.

        :return: deprecation status
        :rtype: bool
        """
        return self.overrides.get('deprecated', None)

    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. If not provided in overrides,
        tags will be inferred from the operation url.

        :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]
        """
        tags = self.overrides.get('tags')
        if not tags:
            tags = [operation_keys[0]]

        return tags

    def get_consumes(self):
        """Return the MIME types this endpoint can consume.

        :rtype: list[str]
        """
        return get_consumes(self.get_parser_classes())

    def get_produces(self):
        """Return the MIME types this endpoint can produce.

        :rtype: list[str]
        """
        return get_produces(self.get_renderer_classes())
Ejemplo n.º 3
0
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)
        query = self.get_query_parameters()
        parameters = body + query
        parameters = [param for param in parameters if param is not None]
        parameters = self.add_manual_parameters(parameters)

        description = self.get_description()

        responses = self.get_responses()

        return openapi.Operation(
            operation_id='_'.join(operation_keys),
            description=description,
            responses=responses,
            parameters=parameters,
            consumes=consumes,
            tags=[operation_keys[0]],
        )

    def get_request_body_parameters(self, consumes):
        """Return the request body parameters for this view. |br|
        This is either:

        -  a list with a single object Parameter with a :class:`.Schema` derived from the request serializer
        -  a list of primitive Parameters parsed as form data

        :param list[str] consumes: a list of accepted MIME types as returned by :meth:`.get_consumes`
        :return: a (potentially empty) list of :class:`.Parameter`\ s either ``in: body`` or ``in: formData``
        :rtype: list[openapi.Parameter]
        """
        serializer = self.get_request_serializer()
        schema = None
        if serializer is None:
            return []

        if isinstance(serializer, openapi.Schema.OR_REF):
            schema = serializer

        if any(is_form_media_type(encoding) for encoding in consumes):
            if schema is not None:
                raise SwaggerGenerationError(
                    "form request body cannot be a Schema")
            return self.get_request_form_parameters(serializer)
        else:
            if schema is None:
                schema = self.get_request_body_schema(serializer)
            return [self.make_body_parameter(schema)]

    def get_view_serializer(self):
        """Return the serializer as defined by the view's ``get_serializer()`` method.

        :return: the view's ``Serializer``
        """
        if not hasattr(self.view, 'get_serializer'):
            return None
        return self.view.get_serializer()

    def get_request_serializer(self):
        """Return the request serializer (used for parsing the request payload) for this endpoint.

        :return: the request serializer, or one of :class:`.Schema`, :class:`.SchemaRef`, ``None``
        """
        body_override = self.overrides.get('request_body', None)

        if body_override is not None:
            if body_override is no_body:
                return None
            if self.method not in self.body_methods:
                raise SwaggerGenerationError(
                    "request_body can only be applied to PUT, PATCH or POST views; "
                    "are you looking for query_serializer or manual_parameters?"
                )
            if isinstance(body_override, openapi.Schema.OR_REF):
                return body_override
            return force_serializer_instance(body_override)
        elif self.method in self.body_methods:
            return self.get_view_serializer()

        return None

    def get_request_form_parameters(self, serializer):
        """Given a Serializer, return a list of ``in: formData`` :class:`.Parameter`\ s.

        :param serializer: the view's request serializer as returned by :meth:`.get_request_serializer`
        :rtype: list[openapi.Parameter]
        """
        return self.serializer_to_parameters(serializer, in_=openapi.IN_FORM)

    def get_request_body_schema(self, serializer):
        """Return the :class:`.Schema` for a given request's body data. Only applies to PUT, PATCH and POST requests.

        :param serializer: the view's request serializer as returned by :meth:`.get_request_serializer`
        :rtype: openapi.Schema
        """
        return self.serializer_to_schema(serializer)

    def make_body_parameter(self, schema):
        """Given a :class:`.Schema` object, create an ``in: body`` :class:`.Parameter`.

        :param openapi.Schema schema: the request body schema
        :rtype: openapi.Parameter
        """
        return openapi.Parameter(name='data',
                                 in_=openapi.IN_BODY,
                                 required=True,
                                 schema=schema)

    def add_manual_parameters(self, parameters):
        """Add/replace parameters from the given list of automatically generated request parameters.

        :param list[openapi.Parameter] parameters: genereated parameters
        :return: modified parameters
        :rtype: list[openapi.Parameter]
        """
        parameters = param_list_to_odict(parameters)
        manual_parameters = self.overrides.get('manual_parameters', None) or []

        if any(param.in_ == openapi.IN_BODY
               for param in manual_parameters):  # pragma: no cover
            raise SwaggerGenerationError(
                "specify the body parameter as a Schema or Serializer in request_body"
            )
        if any(param.in_ == openapi.IN_FORM
               for param in manual_parameters):  # pragma: no cover
            if any(param.in_ == openapi.IN_BODY
                   for param in parameters.values()):
                raise SwaggerGenerationError(
                    "cannot add form parameters when the request has a request schema; "
                    "did you forget to set an appropriate parser class on the view?"
                )

        parameters.update(param_list_to_odict(manual_parameters))
        return list(parameters.values())

    def get_responses(self):
        """Get the possible responses for this view as a swagger :class:`.Responses` object.

        :return: the documented responses
        :rtype: openapi.Responses
        """
        response_serializers = self.get_response_serializers()
        return openapi.Responses(
            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.

        :type: dict[str, openapi.Schema]
        """
        method = self.method.lower()

        default_status = status.HTTP_200_OK
        default_schema = ''
        if method == 'post':
            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:
            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)

        return {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.
        The return value should be a dict where the keys are possible status codes, and values are either strings,
        ``Serializer``\ s, :class:`.Schema`, :class:`.SchemaRef` or :class:`.Response` objects. See
        :func:`@swagger_auto_schema <.swagger_auto_schema>` for more details.

        :return: the response serializers
        :rtype: dict
        """
        manual_responses = self.overrides.get('responses', None) or {}
        manual_responses = OrderedDict(
            (str(sc), resp) for sc, resp in manual_responses.items())

        responses = {}
        if not any(
                is_success(int(sc))
                for sc in manual_responses if sc != 'default'):
            responses = self.get_default_responses()

        responses.update(
            (str(sc), resp) for sc, resp in manual_responses.items())
        return responses

    def get_response_schemas(self, response_serializers):
        """Return the :class:`.openapi.Response` objects calculated for this view.

        :param dict response_serializers: response serializers as returned by :meth:`.get_response_serializers`
        :return: a dictionary of status code to :class:`.Response` object
        :rtype: dict[str, openapi.Response]
        """
        responses = {}
        for sc, serializer in response_serializers.items():
            if isinstance(serializer, str):
                response = openapi.Response(description=serializer)
            elif isinstance(serializer, openapi.Response):
                response = serializer
                if not isinstance(response.schema, openapi.Schema.OR_REF):
                    serializer = force_serializer_instance(response.schema)
                    response.schema = self.serializer_to_schema(serializer)
            elif isinstance(serializer, openapi.Schema.OR_REF):
                response = openapi.Response(
                    description='',
                    schema=serializer,
                )
            else:
                serializer = force_serializer_instance(serializer)
                response = openapi.Response(
                    description='',
                    schema=self.serializer_to_schema(serializer),
                )

            responses[str(sc)] = response

        return responses

    def get_query_serializer(self):
        """Return the query serializer (used for parsing query parameters) for this endpoint.

        :return: the query serializer, or ``None``
        """
        query_serializer = self.overrides.get('query_serializer', None)
        if query_serializer is not None:
            query_serializer = force_serializer_instance(query_serializer)
        return query_serializer

    def get_query_parameters(self):
        """Return the query parameters accepted by this view.

        :rtype: list[openapi.Parameter]
        """
        natural_parameters = self.get_filter_parameters(
        ) + self.get_pagination_parameters()

        query_serializer = self.get_query_serializer()
        serializer_parameters = []
        if query_serializer is not None:
            serializer_parameters = self.serializer_to_parameters(
                query_serializer, in_=openapi.IN_QUERY)

            if len(
                    set(param_list_to_odict(natural_parameters))
                    & set(param_list_to_odict(serializer_parameters))) != 0:
                raise SwaggerGenerationError(
                    "your query_serializer contains fields that conflict with the "
                    "filter_backend or paginator_class on the view - %s %s" %
                    (self.method, self.path))

        return natural_parameters + serializer_parameters

    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

        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.

        :return: the operation description
        :rtype: str
        """
        description = self.overrides.get('operation_description', None)
        if description is None:
            description = self._sch.get_description(self.path, self.method)
        return description

    def get_consumes(self):
        """Return the MIME types this endpoint can consume.

        :rtype: list[str]
        """
        media_types = [
            parser.media_type
            for parser in getattr(self.view, 'parser_classes', [])
        ]
        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,
        )