class Insight(proto.Message):
    class Category(proto.Enum):
    class Severity(proto.Enum):
    class RecommendationReference(proto.Message):
class InsightStateInfo(proto.Message):
    class State(proto.Enum):
        CATEGORY_UNSPECIFIED = 0
        COST = 1
        SECURITY = 2
        PERFORMANCE = 3
        MANAGEABILITY = 4
        SEVERITY_UNSPECIFIED = 0
        LOW = 1
        MEDIUM = 2
        HIGH = 3
        CRITICAL = 4
        STATE_UNSPECIFIED = 0
        ACTIVE = 1
        ACCEPTED = 2
        DISMISSED = 3 class InsightTypeConfig(proto.Message):
class InsightTypeGenerationConfig(proto.Message): class InsightTypeConfig(proto.Message):
class InsightTypeGenerationConfig(proto.Message): class Recommendation(proto.Message):
    class Priority(proto.Enum):
    class InsightReference(proto.Message):
class RecommendationContent(proto.Message):
class OperationGroup(proto.Message):
class Operation(proto.Message):
class ValueMatcher(proto.Message):
class CostProjection(proto.Message):
class SecurityProjection(proto.Message):
class SustainabilityProjection(proto.Message):
class Impact(proto.Message):
    class Category(proto.Enum):
class RecommendationStateInfo(proto.Message):
    class State(proto.Enum):
        PRIORITY_UNSPECIFIED = 0
        P4 = 1
        P3 = 2
        P2 = 3
        P1 = 4
        CATEGORY_UNSPECIFIED = 0
        COST = 1
        SECURITY = 2
        PERFORMANCE = 3
        MANAGEABILITY = 4
        SUSTAINABILITY = 5
        STATE_UNSPECIFIED = 0
        ACTIVE = 1
        CLAIMED = 6
        SUCCEEDED = 3
        FAILED = 4
        DISMISSED = 5 class RecommenderConfig(proto.Message):
class RecommenderGenerationConfig(proto.Message): class RecommenderConfig(proto.Message):
class RecommenderGenerationConfig(proto.Message): class ListInsightsRequest(proto.Message):
class ListInsightsResponse(proto.Message):
class GetInsightRequest(proto.Message):
class MarkInsightAcceptedRequest(proto.Message):
class ListRecommendationsRequest(proto.Message):
class ListRecommendationsResponse(proto.Message):
class GetRecommendationRequest(proto.Message):
class MarkRecommendationClaimedRequest(proto.Message):
class MarkRecommendationSucceededRequest(proto.Message):
class MarkRecommendationFailedRequest(proto.Message):
class GetRecommenderConfigRequest(proto.Message):
class UpdateRecommenderConfigRequest(proto.Message):
class GetInsightTypeConfigRequest(proto.Message):
class UpdateInsightTypeConfigRequest(proto.Message):
    def raw_page(self):
    def raw_page(self): class RecommenderTransport(abc.ABC):
    """Abstract transport class for Recommender."""

    AUTH_SCOPES = ("https://www.googleapis.com/auth/cloud-platform",)

    DEFAULT_HOST: str = "recommender.googleapis.com"

    def __init__(
        self,
        *,
        host: str = DEFAULT_HOST,
        credentials: ga_credentials.Credentials = None,
        credentials_file: Optional[str] = None,
        scopes: Optional[Sequence[str]] = None,
        quota_project_id: Optional[str] = None,
        client_info: gapic_v1.client_info.ClientInfo = DEFAULT_CLIENT_INFO,
        always_use_jwt_access: Optional[bool] = False,
        **kwargs,
    ) -> None:
        """Instantiate the transport.

        Args:
            host (Optional[str]):
                 The hostname to connect to.
            credentials (Optional[google.auth.credentials.Credentials]): The
                authorization credentials to attach to requests. These
                credentials identify the application to the service; if none
                are specified, the client will attempt to ascertain the
                credentials from the environment.
            credentials_file (Optional[str]): A file with credentials that can
                be loaded with :func:`google.auth.load_credentials_from_file`.
                This argument is mutually exclusive with credentials.
            scopes (Optional[Sequence[str]]): A list of scopes.
            quota_project_id (Optional[str]): An optional project to use for billing
                and quota.
            client_info (google.api_core.gapic_v1.client_info.ClientInfo):
                The client info used to send a user-agent string along with
                API requests. If ``None``, then default info will be used.
                Generally, you only need to set this if you're developing
                your own client library.
            always_use_jwt_access (Optional[bool]): Whether self signed JWT should
                be used for service account credentials.
        """
        # Save the hostname. Default to port 443 (HTTPS) if none is specified.
        if ":" not in host:
            host += ":443"
        self._host = host

        scopes_kwargs = {"scopes": scopes, "default_scopes": self.AUTH_SCOPES}

        # Save the scopes.
        self._scopes = scopes

        # If no credentials are provided, then determine the appropriate
        # defaults.
        if credentials and credentials_file:
            raise core_exceptions.DuplicateCredentialArgs(
                "'credentials_file' and 'credentials' are mutually exclusive"
            )

        if credentials_file is not None:
            credentials, _ = google.auth.load_credentials_from_file(
                credentials_file, **scopes_kwargs, quota_project_id=quota_project_id
            )
        elif credentials is None:
            credentials, _ = google.auth.default(
                **scopes_kwargs, quota_project_id=quota_project_id
            )

        # If the credentials are service account credentials, then always try to use self signed JWT.
        if (
            always_use_jwt_access
            and isinstance(credentials, service_account.Credentials)
            and hasattr(service_account.Credentials, "with_always_use_jwt_access")
        ):
            credentials = credentials.with_always_use_jwt_access(True)

        # Save the credentials.
        self._credentials = credentials

    def _prep_wrapped_messages(self, client_info):
        # Precompute the wrapped methods.
        self._wrapped_methods = {
            self.list_insights: gapic_v1.method.wrap_method(
                self.list_insights,
                default_retry=retries.Retry(
                    initial=0.1,
                    maximum=60.0,
                    multiplier=1.3,
                    predicate=retries.if_exception_type(
                        core_exceptions.DeadlineExceeded,
                        core_exceptions.ServiceUnavailable,
                    ),
                    deadline=60.0,
                ),
                default_timeout=60.0,
                client_info=client_info,
            ),
            self.get_insight: gapic_v1.method.wrap_method(
                self.get_insight,
                default_retry=retries.Retry(
                    initial=0.1,
                    maximum=60.0,
                    multiplier=1.3,
                    predicate=retries.if_exception_type(
                        core_exceptions.DeadlineExceeded,
                        core_exceptions.ServiceUnavailable,
                    ),
                    deadline=60.0,
                ),
                default_timeout=60.0,
                client_info=client_info,
            ),
            self.mark_insight_accepted: gapic_v1.method.wrap_method(
                self.mark_insight_accepted,
                default_timeout=60.0,
                client_info=client_info,
            ),
            self.list_recommendations: gapic_v1.method.wrap_method(
                self.list_recommendations,
                default_retry=retries.Retry(
                    initial=0.1,
                    maximum=60.0,
                    multiplier=1.3,
                    predicate=retries.if_exception_type(
                        core_exceptions.DeadlineExceeded,
                        core_exceptions.ServiceUnavailable,
                    ),
                    deadline=60.0,
                ),
                default_timeout=60.0,
                client_info=client_info,
            ),
            self.get_recommendation: gapic_v1.method.wrap_method(
                self.get_recommendation,
                default_retry=retries.Retry(
                    initial=0.1,
                    maximum=60.0,
                    multiplier=1.3,
                    predicate=retries.if_exception_type(
                        core_exceptions.DeadlineExceeded,
                        core_exceptions.ServiceUnavailable,
                    ),
                    deadline=60.0,
                ),
                default_timeout=60.0,
                client_info=client_info,
            ),
            self.mark_recommendation_claimed: gapic_v1.method.wrap_method(
                self.mark_recommendation_claimed,
                default_timeout=60.0,
                client_info=client_info,
            ),
            self.mark_recommendation_succeeded: gapic_v1.method.wrap_method(
                self.mark_recommendation_succeeded,
                default_timeout=60.0,
                client_info=client_info,
            ),
            self.mark_recommendation_failed: gapic_v1.method.wrap_method(
                self.mark_recommendation_failed,
                default_timeout=60.0,
                client_info=client_info,
            ),
            self.get_recommender_config: gapic_v1.method.wrap_method(
                self.get_recommender_config,
                default_timeout=None,
                client_info=client_info,
            ),
            self.update_recommender_config: gapic_v1.method.wrap_method(
                self.update_recommender_config,
                default_timeout=None,
                client_info=client_info,
            ),
            self.get_insight_type_config: gapic_v1.method.wrap_method(
                self.get_insight_type_config,
                default_timeout=None,
                client_info=client_info,
            ),
            self.update_insight_type_config: gapic_v1.method.wrap_method(
                self.update_insight_type_config,
                default_timeout=None,
                client_info=client_info,
            ),
        }

    def close(self):
        """Closes resources associated with the transport.

       .. warning::
            Only call this method if the transport is NOT shared
            with other clients - this may cause errors in other clients!
        """
        raise NotImplementedError()

    @property
    def list_insights(
        self,
    ) -> Callable[
        [recommender_service.ListInsightsRequest],
        Union[
            recommender_service.ListInsightsResponse,
            Awaitable[recommender_service.ListInsightsResponse],
        ],
    ]:
        raise NotImplementedError()

    @property
    def get_insight(
        self,
    ) -> Callable[
        [recommender_service.GetInsightRequest],
        Union[insight.Insight, Awaitable[insight.Insight]],
    ]:
        raise NotImplementedError()

    @property
    def mark_insight_accepted(
        self,
    ) -> Callable[
        [recommender_service.MarkInsightAcceptedRequest],
        Union[insight.Insight, Awaitable[insight.Insight]],
    ]:
        raise NotImplementedError()

    @property
    def list_recommendations(
        self,
    ) -> Callable[
        [recommender_service.ListRecommendationsRequest],
        Union[
            recommender_service.ListRecommendationsResponse,
            Awaitable[recommender_service.ListRecommendationsResponse],
        ],
    ]:
        raise NotImplementedError()

    @property
    def get_recommendation(
        self,
    ) -> Callable[
        [recommender_service.GetRecommendationRequest],
        Union[recommendation.Recommendation, Awaitable[recommendation.Recommendation]],
    ]:
        raise NotImplementedError()

    @property
    def mark_recommendation_claimed(
        self,
    ) -> Callable[
        [recommender_service.MarkRecommendationClaimedRequest],
        Union[recommendation.Recommendation, Awaitable[recommendation.Recommendation]],
    ]:
        raise NotImplementedError()

    @property
    def mark_recommendation_succeeded(
        self,
    ) -> Callable[
        [recommender_service.MarkRecommendationSucceededRequest],
        Union[recommendation.Recommendation, Awaitable[recommendation.Recommendation]],
    ]:
        raise NotImplementedError()

    @property
    def mark_recommendation_failed(
        self,
    ) -> Callable[
        [recommender_service.MarkRecommendationFailedRequest],
        Union[recommendation.Recommendation, Awaitable[recommendation.Recommendation]],
    ]:
        raise NotImplementedError()

    @property
    def get_recommender_config(
        self,
    ) -> Callable[
        [recommender_service.GetRecommenderConfigRequest],
        Union[
            recommender_config.RecommenderConfig,
            Awaitable[recommender_config.RecommenderConfig],
        ],
    ]:
        raise NotImplementedError()

    @property
    def update_recommender_config(
        self,
    ) -> Callable[
        [recommender_service.UpdateRecommenderConfigRequest],
        Union[
            gcr_recommender_config.RecommenderConfig,
            Awaitable[gcr_recommender_config.RecommenderConfig],
        ],
    ]:
        raise NotImplementedError()

    @property
    def get_insight_type_config(
        self,
    ) -> Callable[
        [recommender_service.GetInsightTypeConfigRequest],
        Union[
            insight_type_config.InsightTypeConfig,
            Awaitable[insight_type_config.InsightTypeConfig],
        ],
    ]:
        raise NotImplementedError()

    @property
    def update_insight_type_config(
        self,
    ) -> Callable[
        [recommender_service.UpdateInsightTypeConfigRequest],
        Union[
            gcr_insight_type_config.InsightTypeConfig,
            Awaitable[gcr_insight_type_config.InsightTypeConfig],
        ],
    ]:
        raise NotImplementedError() DEFAULT_CLIENT_INFO = gapic_v1.client_info.ClientInfo(
    gapic_version=pkg_resources.get_distribution(
        "google-cloud-recommender",
    ).version,
) class RecommenderGrpcTransport(RecommenderTransport):
    """gRPC backend transport for Recommender.

    Provides insights and recommendations for cloud customers for
    various categories like performance optimization, cost savings,
    reliability, feature discovery, etc. Insights and
    recommendations are generated automatically based on analysis of
    user resources, configuration and monitoring metrics.

    This class defines the same methods as the primary client, so the
    primary client can load the underlying transport implementation
    and call it.

    It sends protocol buffers over the wire using gRPC (which is built on
    top of HTTP/2); the ``grpcio`` package must be installed.
    """

    _stubs: Dict[str, Callable]

    def __init__(
        self,
        *,
        host: str = "recommender.googleapis.com",
        credentials: ga_credentials.Credentials = None,
        credentials_file: str = None,
        scopes: Sequence[str] = None,
        channel: grpc.Channel = None,
        api_mtls_endpoint: str = None,
        client_cert_source: Callable[[], Tuple[bytes, bytes]] = None,
        ssl_channel_credentials: grpc.ChannelCredentials = None,
        client_cert_source_for_mtls: Callable[[], Tuple[bytes, bytes]] = None,
        quota_project_id: Optional[str] = None,
        client_info: gapic_v1.client_info.ClientInfo = DEFAULT_CLIENT_INFO,
        always_use_jwt_access: Optional[bool] = False,
    ) -> None:
        """Instantiate the transport.

        Args:
            host (Optional[str]):
                 The hostname to connect to.
            credentials (Optional[google.auth.credentials.Credentials]): The
                authorization credentials to attach to requests. These
                credentials identify the application to the service; if none
                are specified, the client will attempt to ascertain the
                credentials from the environment.
                This argument is ignored if ``channel`` is provided.
            credentials_file (Optional[str]): A file with credentials that can
                be loaded with :func:`google.auth.load_credentials_from_file`.
                This argument is ignored if ``channel`` is provided.
            scopes (Optional(Sequence[str])): A list of scopes. This argument is
                ignored if ``channel`` is provided.
            channel (Optional[grpc.Channel]): A ``Channel`` instance through
                which to make calls.
            api_mtls_endpoint (Optional[str]): Deprecated. The mutual TLS endpoint.
                If provided, it overrides the ``host`` argument and tries to create
                a mutual TLS channel with client SSL credentials from
                ``client_cert_source`` or application default SSL credentials.
            client_cert_source (Optional[Callable[[], Tuple[bytes, bytes]]]):
                Deprecated. A callback to provide client SSL certificate bytes and
                private key bytes, both in PEM format. It is ignored if
                ``api_mtls_endpoint`` is None.
            ssl_channel_credentials (grpc.ChannelCredentials): SSL credentials
                for the grpc channel. It is ignored if ``channel`` is provided.
            client_cert_source_for_mtls (Optional[Callable[[], Tuple[bytes, bytes]]]):
                A callback to provide client certificate bytes and private key bytes,
                both in PEM format. It is used to configure a mutual TLS channel. It is
                ignored if ``channel`` or ``ssl_channel_credentials`` is provided.
            quota_project_id (Optional[str]): An optional project to use for billing
                and quota.
            client_info (google.api_core.gapic_v1.client_info.ClientInfo):
                The client info used to send a user-agent string along with
                API requests. If ``None``, then default info will be used.
                Generally, you only need to set this if you're developing
                your own client library.
            always_use_jwt_access (Optional[bool]): Whether self signed JWT should
                be used for service account credentials.

        Raises:
          google.auth.exceptions.MutualTLSChannelError: If mutual TLS transport
              creation failed for any reason.
          google.api_core.exceptions.DuplicateCredentialArgs: If both ``credentials``
              and ``credentials_file`` are passed.
        """
        self._grpc_channel = None
        self._ssl_channel_credentials = ssl_channel_credentials
        self._stubs: Dict[str, Callable] = {}

        if api_mtls_endpoint:
            warnings.warn("api_mtls_endpoint is deprecated", DeprecationWarning)
        if client_cert_source:
            warnings.warn("client_cert_source is deprecated", DeprecationWarning)

        if channel:
            # Ignore credentials if a channel was passed.
            credentials = False
            # If a channel was explicitly provided, set it.
            self._grpc_channel = channel
            self._ssl_channel_credentials = None

        else:
            if api_mtls_endpoint:
                host = api_mtls_endpoint

                # Create SSL credentials with client_cert_source or application
                # default SSL credentials.
                if client_cert_source:
                    cert, key = client_cert_source()
                    self._ssl_channel_credentials = grpc.ssl_channel_credentials(
                        certificate_chain=cert, private_key=key
                    )
                else:
                    self._ssl_channel_credentials = SslCredentials().ssl_credentials

            else:
                if client_cert_source_for_mtls and not ssl_channel_credentials:
                    cert, key = client_cert_source_for_mtls()
                    self._ssl_channel_credentials = grpc.ssl_channel_credentials(
                        certificate_chain=cert, private_key=key
                    )

        # The base transport sets the host, credentials and scopes
        super().__init__(
            host=host,
            credentials=credentials,
            credentials_file=credentials_file,
            scopes=scopes,
            quota_project_id=quota_project_id,
            client_info=client_info,
            always_use_jwt_access=always_use_jwt_access,
        )

        if not self._grpc_channel:
            self._grpc_channel = type(self).create_channel(
                self._host,
                # use the credentials which are saved
                credentials=self._credentials,
                # Set ``credentials_file`` to ``None`` here as
                # the credentials that we saved earlier should be used.
                credentials_file=None,
                scopes=self._scopes,
                ssl_credentials=self._ssl_channel_credentials,
                quota_project_id=quota_project_id,
                options=[
                    ("grpc.max_send_message_length", -1),
                    ("grpc.max_receive_message_length", -1),
                ],
            )

        # Wrap messages. This must be done after self._grpc_channel exists
        self._prep_wrapped_messages(client_info)

    @classmethod
    def create_channel(
        cls,
        host: str = "recommender.googleapis.com",
        credentials: ga_credentials.Credentials = None,
        credentials_file: str = None,
        scopes: Optional[Sequence[str]] = None,
        quota_project_id: Optional[str] = None,
        **kwargs,
    ) -> grpc.Channel:
        """Create and return a gRPC channel object.
        Args:
            host (Optional[str]): The host for the channel to use.
            credentials (Optional[~.Credentials]): The
                authorization credentials to attach to requests. These
                credentials identify this application to the service. If
                none are specified, the client will attempt to ascertain
                the credentials from the environment.
            credentials_file (Optional[str]): A file with credentials that can
                be loaded with :func:`google.auth.load_credentials_from_file`.
                This argument is mutually exclusive with credentials.
            scopes (Optional[Sequence[str]]): A optional list of scopes needed for this
                service. These are only used when credentials are not specified and
                are passed to :func:`google.auth.default`.
            quota_project_id (Optional[str]): An optional project to use for billing
                and quota.
            kwargs (Optional[dict]): Keyword arguments, which are passed to the
                channel creation.
        Returns:
            grpc.Channel: A gRPC channel object.

        Raises:
            google.api_core.exceptions.DuplicateCredentialArgs: If both ``credentials``
              and ``credentials_file`` are passed.
        """

        return grpc_helpers.create_channel(
            host,
            credentials=credentials,
            credentials_file=credentials_file,
            quota_project_id=quota_project_id,
            default_scopes=cls.AUTH_SCOPES,
            scopes=scopes,
            default_host=cls.DEFAULT_HOST,
            **kwargs,
        )

    @property
    def grpc_channel(self) -> grpc.Channel:
        """Return the channel designed to connect to this service.
        """
        return self._grpc_channel

    @property
    def list_insights(
        self,
    ) -> Callable[
        [recommender_service.ListInsightsRequest],
        recommender_service.ListInsightsResponse,
    ]:
        r"""Return a callable for the list insights method over gRPC.

        Lists insights for the specified Cloud Resource. Requires the
        recommender.*.list IAM permission for the specified insight
        type.

        Returns:
            Callable[[~.ListInsightsRequest],
                    ~.ListInsightsResponse]:
                A function that, when called, will call the underlying RPC
                on the server.
        """
        # Generate a "stub function" on-the-fly which will actually make
        # the request.
        # gRPC handles serialization and deserialization, so we just need
        # to pass in the functions for each.
        if "list_insights" not in self._stubs:
            self._stubs["list_insights"] = self.grpc_channel.unary_unary(
                "/google.cloud.recommender.v1beta1.Recommender/ListInsights",
                request_serializer=recommender_service.ListInsightsRequest.serialize,
                response_deserializer=recommender_service.ListInsightsResponse.deserialize,
            )
        return self._stubs["list_insights"]

    @property
    def get_insight(
        self,
    ) -> Callable[[recommender_service.GetInsightRequest], insight.Insight]:
        r"""Return a callable for the get insight method over gRPC.

        Gets the requested insight. Requires the recommender.*.get IAM
        permission for the specified insight type.

        Returns:
            Callable[[~.GetInsightRequest],
                    ~.Insight]:
                A function that, when called, will call the underlying RPC
                on the server.
        """
        # Generate a "stub function" on-the-fly which will actually make
        # the request.
        # gRPC handles serialization and deserialization, so we just need
        # to pass in the functions for each.
        if "get_insight" not in self._stubs:
            self._stubs["get_insight"] = self.grpc_channel.unary_unary(
                "/google.cloud.recommender.v1beta1.Recommender/GetInsight",
                request_serializer=recommender_service.GetInsightRequest.serialize,
                response_deserializer=insight.Insight.deserialize,
            )
        return self._stubs["get_insight"]

    @property
    def mark_insight_accepted(
        self,
    ) -> Callable[[recommender_service.MarkInsightAcceptedRequest], insight.Insight]:
        r"""Return a callable for the mark insight accepted method over gRPC.

        Marks the Insight State as Accepted. Users can use this method
        to indicate to the Recommender API that they have applied some
        action based on the insight. This stops the insight content from
        being updated.

        MarkInsightAccepted can be applied to insights in ACTIVE state.
        Requires the recommender.*.update IAM permission for the
        specified insight.

        Returns:
            Callable[[~.MarkInsightAcceptedRequest],
                    ~.Insight]:
                A function that, when called, will call the underlying RPC
                on the server.
        """
        # Generate a "stub function" on-the-fly which will actually make
        # the request.
        # gRPC handles serialization and deserialization, so we just need
        # to pass in the functions for each.
        if "mark_insight_accepted" not in self._stubs:
            self._stubs["mark_insight_accepted"] = self.grpc_channel.unary_unary(
                "/google.cloud.recommender.v1beta1.Recommender/MarkInsightAccepted",
                request_serializer=recommender_service.MarkInsightAcceptedRequest.serialize,
                response_deserializer=insight.Insight.deserialize,
            )
        return self._stubs["mark_insight_accepted"]

    @property
    def list_recommendations(
        self,
    ) -> Callable[
        [recommender_service.ListRecommendationsRequest],
        recommender_service.ListRecommendationsResponse,
    ]:
        r"""Return a callable for the list recommendations method over gRPC.

        Lists recommendations for the specified Cloud Resource. Requires
        the recommender.*.list IAM permission for the specified
        recommender.

        Returns:
            Callable[[~.ListRecommendationsRequest],
                    ~.ListRecommendationsResponse]:
                A function that, when called, will call the underlying RPC
                on the server.
        """
        # Generate a "stub function" on-the-fly which will actually make
        # the request.
        # gRPC handles serialization and deserialization, so we just need
        # to pass in the functions for each.
        if "list_recommendations" not in self._stubs:
            self._stubs["list_recommendations"] = self.grpc_channel.unary_unary(
                "/google.cloud.recommender.v1beta1.Recommender/ListRecommendations",
                request_serializer=recommender_service.ListRecommendationsRequest.serialize,
                response_deserializer=recommender_service.ListRecommendationsResponse.deserialize,
            )
        return self._stubs["list_recommendations"]

    @property
    def get_recommendation(
        self,
    ) -> Callable[
        [recommender_service.GetRecommendationRequest], recommendation.Recommendation
    ]:
        r"""Return a callable for the get recommendation method over gRPC.

        Gets the requested recommendation. Requires the
        recommender.*.get IAM permission for the specified recommender.

        Returns:
            Callable[[~.GetRecommendationRequest],
                    ~.Recommendation]:
                A function that, when called, will call the underlying RPC
                on the server.
        """
        # Generate a "stub function" on-the-fly which will actually make
        # the request.
        # gRPC handles serialization and deserialization, so we just need
        # to pass in the functions for each.
        if "get_recommendation" not in self._stubs:
            self._stubs["get_recommendation"] = self.grpc_channel.unary_unary(
                "/google.cloud.recommender.v1beta1.Recommender/GetRecommendation",
                request_serializer=recommender_service.GetRecommendationRequest.serialize,
                response_deserializer=recommendation.Recommendation.deserialize,
            )
        return self._stubs["get_recommendation"]

    @property
    def mark_recommendation_claimed(
        self,
    ) -> Callable[
        [recommender_service.MarkRecommendationClaimedRequest],
        recommendation.Recommendation,
    ]:
        r"""Return a callable for the mark recommendation claimed method over gRPC.

        Marks the Recommendation State as Claimed. Users can use this
        method to indicate to the Recommender API that they are starting
        to apply the recommendation themselves. This stops the
        recommendation content from being updated. Associated insights
        are frozen and placed in the ACCEPTED state.

        MarkRecommendationClaimed can be applied to recommendations in
        CLAIMED or ACTIVE state.

        Requires the recommender.*.update IAM permission for the
        specified recommender.

        Returns:
            Callable[[~.MarkRecommendationClaimedRequest],
                    ~.Recommendation]:
                A function that, when called, will call the underlying RPC
                on the server.
        """
        # Generate a "stub function" on-the-fly which will actually make
        # the request.
        # gRPC handles serialization and deserialization, so we just need
        # to pass in the functions for each.
        if "mark_recommendation_claimed" not in self._stubs:
            self._stubs["mark_recommendation_claimed"] = self.grpc_channel.unary_unary(
                "/google.cloud.recommender.v1beta1.Recommender/MarkRecommendationClaimed",
                request_serializer=recommender_service.MarkRecommendationClaimedRequest.serialize,
                response_deserializer=recommendation.Recommendation.deserialize,
            )
        return self._stubs["mark_recommendation_claimed"]

    @property
    def mark_recommendation_succeeded(
        self,
    ) -> Callable[
        [recommender_service.MarkRecommendationSucceededRequest],
        recommendation.Recommendation,
    ]:
        r"""Return a callable for the mark recommendation succeeded method over gRPC.

        Marks the Recommendation State as Succeeded. Users can use this
        method to indicate to the Recommender API that they have applied
        the recommendation themselves, and the operation was successful.
        This stops the recommendation content from being updated.
        Associated insights are frozen and placed in the ACCEPTED state.

        MarkRecommendationSucceeded can be applied to recommendations in
        ACTIVE, CLAIMED, SUCCEEDED, or FAILED state.

        Requires the recommender.*.update IAM permission for the
        specified recommender.

        Returns:
            Callable[[~.MarkRecommendationSucceededRequest],
                    ~.Recommendation]:
                A function that, when called, will call the underlying RPC
                on the server.
        """
        # Generate a "stub function" on-the-fly which will actually make
        # the request.
        # gRPC handles serialization and deserialization, so we just need
        # to pass in the functions for each.
        if "mark_recommendation_succeeded" not in self._stubs:
            self._stubs[
                "mark_recommendation_succeeded"
            ] = self.grpc_channel.unary_unary(
                "/google.cloud.recommender.v1beta1.Recommender/MarkRecommendationSucceeded",
                request_serializer=recommender_service.MarkRecommendationSucceededRequest.serialize,
                response_deserializer=recommendation.Recommendation.deserialize,
            )
        return self._stubs["mark_recommendation_succeeded"]

    @property
    def mark_recommendation_failed(
        self,
    ) -> Callable[
        [recommender_service.MarkRecommendationFailedRequest],
        recommendation.Recommendation,
    ]:
        r"""Return a callable for the mark recommendation failed method over gRPC.

        Marks the Recommendation State as Failed. Users can use this
        method to indicate to the Recommender API that they have applied
        the recommendation themselves, and the operation failed. This
        stops the recommendation content from being updated. Associated
        insights are frozen and placed in the ACCEPTED state.

        MarkRecommendationFailed can be applied to recommendations in
        ACTIVE, CLAIMED, SUCCEEDED, or FAILED state.

        Requires the recommender.*.update IAM permission for the
        specified recommender.

        Returns:
            Callable[[~.MarkRecommendationFailedRequest],
                    ~.Recommendation]:
                A function that, when called, will call the underlying RPC
                on the server.
        """
        # Generate a "stub function" on-the-fly which will actually make
        # the request.
        # gRPC handles serialization and deserialization, so we just need
        # to pass in the functions for each.
        if "mark_recommendation_failed" not in self._stubs:
            self._stubs["mark_recommendation_failed"] = self.grpc_channel.unary_unary(
                "/google.cloud.recommender.v1beta1.Recommender/MarkRecommendationFailed",
                request_serializer=recommender_service.MarkRecommendationFailedRequest.serialize,
                response_deserializer=recommendation.Recommendation.deserialize,
            )
        return self._stubs["mark_recommendation_failed"]

    @property
    def get_recommender_config(
        self,
    ) -> Callable[
        [recommender_service.GetRecommenderConfigRequest],
        recommender_config.RecommenderConfig,
    ]:
        r"""Return a callable for the get recommender config method over gRPC.

        Gets the requested Recommender Config. There is only
        one instance of the config for each Recommender.

        Returns:
            Callable[[~.GetRecommenderConfigRequest],
                    ~.RecommenderConfig]:
                A function that, when called, will call the underlying RPC
                on the server.
        """
        # Generate a "stub function" on-the-fly which will actually make
        # the request.
        # gRPC handles serialization and deserialization, so we just need
        # to pass in the functions for each.
        if "get_recommender_config" not in self._stubs:
            self._stubs["get_recommender_config"] = self.grpc_channel.unary_unary(
                "/google.cloud.recommender.v1beta1.Recommender/GetRecommenderConfig",
                request_serializer=recommender_service.GetRecommenderConfigRequest.serialize,
                response_deserializer=recommender_config.RecommenderConfig.deserialize,
            )
        return self._stubs["get_recommender_config"]

    @property
    def update_recommender_config(
        self,
    ) -> Callable[
        [recommender_service.UpdateRecommenderConfigRequest],
        gcr_recommender_config.RecommenderConfig,
    ]:
        r"""Return a callable for the update recommender config method over gRPC.

        Updates a Recommender Config. This will create a new
        revision of the config.

        Returns:
            Callable[[~.UpdateRecommenderConfigRequest],
                    ~.RecommenderConfig]:
                A function that, when called, will call the underlying RPC
                on the server.
        """
        # Generate a "stub function" on-the-fly which will actually make
        # the request.
        # gRPC handles serialization and deserialization, so we just need
        # to pass in the functions for each.
        if "update_recommender_config" not in self._stubs:
            self._stubs["update_recommender_config"] = self.grpc_channel.unary_unary(
                "/google.cloud.recommender.v1beta1.Recommender/UpdateRecommenderConfig",
                request_serializer=recommender_service.UpdateRecommenderConfigRequest.serialize,
                response_deserializer=gcr_recommender_config.RecommenderConfig.deserialize,
            )
        return self._stubs["update_recommender_config"]

    @property
    def get_insight_type_config(
        self,
    ) -> Callable[
        [recommender_service.GetInsightTypeConfigRequest],
        insight_type_config.InsightTypeConfig,
    ]:
        r"""Return a callable for the get insight type config method over gRPC.

        Gets the requested InsightTypeConfig. There is only
        one instance of the config for each InsightType.

        Returns:
            Callable[[~.GetInsightTypeConfigRequest],
                    ~.InsightTypeConfig]:
                A function that, when called, will call the underlying RPC
                on the server.
        """
        # Generate a "stub function" on-the-fly which will actually make
        # the request.
        # gRPC handles serialization and deserialization, so we just need
        # to pass in the functions for each.
        if "get_insight_type_config" not in self._stubs:
            self._stubs["get_insight_type_config"] = self.grpc_channel.unary_unary(
                "/google.cloud.recommender.v1beta1.Recommender/GetInsightTypeConfig",
                request_serializer=recommender_service.GetInsightTypeConfigRequest.serialize,
                response_deserializer=insight_type_config.InsightTypeConfig.deserialize,
            )
        return self._stubs["get_insight_type_config"]

    @property
    def update_insight_type_config(
        self,
    ) -> Callable[
        [recommender_service.UpdateInsightTypeConfigRequest],
        gcr_insight_type_config.InsightTypeConfig,
    ]:
        r"""Return a callable for the update insight type config method over gRPC.

        Updates an InsightTypeConfig change. This will create
        a new revision of the config.

        Returns:
            Callable[[~.UpdateInsightTypeConfigRequest],
                    ~.InsightTypeConfig]:
                A function that, when called, will call the underlying RPC
                on the server.
        """
        # Generate a "stub function" on-the-fly which will actually make
        # the request.
        # gRPC handles serialization and deserialization, so we just need
        # to pass in the functions for each.
        if "update_insight_type_config" not in self._stubs:
            self._stubs["update_insight_type_config"] = self.grpc_channel.unary_unary(
                "/google.cloud.recommender.v1beta1.Recommender/UpdateInsightTypeConfig",
                request_serializer=recommender_service.UpdateInsightTypeConfigRequest.serialize,
                response_deserializer=gcr_insight_type_config.InsightTypeConfig.deserialize,
            )
        return self._stubs["update_insight_type_config"]

    def close(self):
        self.grpc_channel.close()
import warnings
import grpc  # type: ignore
from typing import Awaitable, Callable, Dict, Optional, Sequence, Tuple, Union
from google.api_core import gapic_v1
from google.api_core import grpc_helpers_async
from google.auth import credentials as ga_credentials  # type: ignore
from google.auth.transport.grpc import SslCredentials  # type: ignore
from grpc.experimental import aio  # type: ignore
from google.cloud.recommender_v1beta1.types import insight
from google.cloud.recommender_v1beta1.types import insight_type_config
from google.cloud.recommender_v1beta1.types import (
    insight_type_config as gcr_insight_type_config,
)
from google.cloud.recommender_v1beta1.types import recommendation
from google.cloud.recommender_v1beta1.types import recommender_config
from google.cloud.recommender_v1beta1.types import (
    recommender_config as gcr_recommender_config,
)
from google.cloud.recommender_v1beta1.types import recommender_service
from .base import RecommenderTransport, DEFAULT_CLIENT_INFO
from .grpc import RecommenderGrpcTransport
            always_use_jwt_access (Optional[bool]): Whether self signed JWT should
                be used for service account credentials.

        Raises:
            google.auth.exceptions.MutualTlsChannelError: If mutual TLS transport
              creation failed for any reason.
          google.api_core.exceptions.DuplicateCredentialArgs: If both ``credentials``
              and ``credentials_file`` are passed.
        """
        self._grpc_channel = None
        self._ssl_channel_credentials = ssl_channel_credentials
        self._stubs: Dict[str, Callable] = {}

        if api_mtls_endpoint:
            warnings.warn("api_mtls_endpoint is deprecated", DeprecationWarning)
        if client_cert_source:
            warnings.warn("client_cert_source is deprecated", DeprecationWarning)

        if channel:
            # Ignore credentials if a channel was passed.
            credentials = False
            # If a channel was explicitly provided, set it.
            self._grpc_channel = channel
            self._ssl_channel_credentials = None
        else:
            if api_mtls_endpoint:
                host = api_mtls_endpoint

                # Create SSL credentials with client_cert_source or application
                # default SSL credentials.
                if client_cert_source:
                    cert, key = client_cert_source()
                    self._ssl_channel_credentials = grpc.ssl_channel_credentials(
                        certificate_chain=cert, private_key=key
                    )
                else:
                    self._ssl_channel_credentials = SslCredentials().ssl_credentials

            else:
                if client_cert_source_for_mtls and not ssl_channel_credentials:
                    cert, key = client_cert_source_for_mtls()
                    self._ssl_channel_credentials = grpc.ssl_channel_credentials(
                        certificate_chain=cert, private_key=key
                    )

        # The base transport sets the host, credentials and scopes
        super().__init__(
            host=host,
            credentials=credentials,
            credentials_file=credentials_file,
            scopes=scopes,
            quota_project_id=quota_project_id,
            client_info=client_info,
            always_use_jwt_access=always_use_jwt_access,
        )

        if not self._grpc_channel:
            self._grpc_channel = type(self).create_channel(
                self._host,
                # use the credentials which are saved
                credentials=self._credentials,
                # Set ``credentials_file`` to ``None`` here as
                # the credentials that we saved earlier should be used.
                credentials_file=None,
                scopes=self._scopes,
                ssl_credentials=self._ssl_channel_credentials,
                quota_project_id=quota_project_id,
                options=[
                    ("grpc.max_send_message_length", -1),
                    ("grpc.max_receive_message_length", -1),
                ],
            )

        # Wrap messages. This must be done after self._grpc_channel exists
        self._prep_wrapped_messages(client_info)

    @property
    def grpc_channel(self) -> aio.Channel:
        """Create the channel designed to connect to this service.

        This property caches on the instance; repeated calls return
        the same channel.
        """
        # Return the channel from cache.
        return self._grpc_channel

    @property
    def list_insights(
        self,
    ) -> Callable[
        [recommender_service.ListInsightsRequest],
        Awaitable[recommender_service.ListInsightsResponse],
    ]:
        r"""Return a callable for the list insights method over gRPC.

        Lists insights for the specified Cloud Resource. Requires the
        recommender.*.list IAM permission for the specified insight
        type.

        Returns:
            Callable[[~.ListInsightsRequest],
                    Awaitable[~.ListInsightsResponse]]:
                A function that, when called, will call the underlying RPC
                on the server.
        """
        # Generate a "stub function" on-the-fly which will actually make
        # the request.
        # gRPC handles serialization and deserialization, so we just need
        # to pass in the functions for each.
        if "list_insights" not in self._stubs:
            self._stubs["list_insights"] = self.grpc_channel.unary_unary(
                "/google.cloud.recommender.v1beta1.Recommender/ListInsights",
                request_serializer=recommender_service.ListInsightsRequest.serialize,
                response_deserializer=recommender_service.ListInsightsResponse.deserialize,
            )
        return self._stubs["list_insights"]

    @property
    def get_insight(
        self,

    ) -> Callable[[recommender_service.GetInsightRequest], Awaitable[insight.Insight]]: