Class ServingConfigServiceAsyncClient (1.7.0)

ServingConfigServiceAsyncClient(*, credentials: Optional[google.auth.credentials.Credentials] = None, transport: Union[str, google.cloud.retail_v2alpha.services.serving_config_service.transports.base.ServingConfigServiceTransport] = 'grpc_asyncio', client_options: Optional[google.api_core.client_options.ClientOptions] = None, client_info: google.api_core.gapic_v1.client_info.ClientInfo = <google.api_core.gapic_v1.client_info.ClientInfo object>)

Service for modifying ServingConfig.

Inheritance

builtins.object > ServingConfigServiceAsyncClient

Properties

transport

Returns the transport used by the client instance.

Returns
TypeDescription
ServingConfigServiceTransportThe transport used by the client instance.

Methods

ServingConfigServiceAsyncClient

ServingConfigServiceAsyncClient(*, credentials: Optional[google.auth.credentials.Credentials] = None, transport: Union[str, google.cloud.retail_v2alpha.services.serving_config_service.transports.base.ServingConfigServiceTransport] = 'grpc_asyncio', client_options: Optional[google.api_core.client_options.ClientOptions] = None, client_info: google.api_core.gapic_v1.client_info.ClientInfo = <google.api_core.gapic_v1.client_info.ClientInfo object>)

Instantiates the serving config service client.

Parameters
NameDescription
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.

transport Union[str, `.ServingConfigServiceTransport`]

The transport to use. If set to None, a transport is chosen automatically.

client_options ClientOptions

Custom options for the client. It won't take effect if a transport instance is provided. (1) The api_endpoint property can be used to override the default endpoint provided by the client. GOOGLE_API_USE_MTLS_ENDPOINT environment variable can also be used to override the endpoint: "always" (always use the default mTLS endpoint), "never" (always use the default regular endpoint) and "auto" (auto switch to the default mTLS endpoint if client certificate is present, this is the default value). However, the api_endpoint property takes precedence if provided. (2) If GOOGLE_API_USE_CLIENT_CERTIFICATE environment variable is "true", then the client_cert_source property can be used to provide client certificate for mutual TLS transport. If not provided, the default SSL client certificate will be used if present. If GOOGLE_API_USE_CLIENT_CERTIFICATE is "false" or not set, no client certificate will be used.

Exceptions
TypeDescription
google.auth.exceptions.MutualTlsChannelErrorIf mutual TLS transport creation failed for any reason.

add_control

add_control(request: Optional[Union[google.cloud.retail_v2alpha.types.serving_config_service.AddControlRequest, dict]] = None, *, serving_config: Optional[str] = None, retry: Union[google.api_core.retry.Retry, google.api_core.gapic_v1.method._MethodDefault] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())

Enables a Control on the specified ServingConfig. The control is added in the last position of the list of controls it belongs to (e.g. if it's a facet spec control it will be applied in the last position of servingConfig.facetSpecIds) Returns a ALREADY_EXISTS error if the control has already been applied. Returns a FAILED_PRECONDITION error if the addition could exceed maximum number of control allowed for that type of control.

from google.cloud import retail_v2alpha

async def sample_add_control():
    # Create a client
    client = retail_v2alpha.ServingConfigServiceAsyncClient()

    # Initialize request argument(s)
    request = retail_v2alpha.AddControlRequest(
        serving_config="serving_config_value",
        control_id="control_id_value",
    )

    # Make the request
    response = await client.add_control(request=request)

    # Handle the response
    print(response)
Parameters
NameDescription
request Union[google.cloud.retail_v2alpha.types.AddControlRequest, dict]

The request object. Request for AddControl method.

serving_config `str`

Required. The source ServingConfig resource name . Format: projects/{project_number}/locations/{location_id}/catalogs/{catalog_id}/servingConfigs/{serving_config_id} This corresponds to the serving_config field on the request instance; if request is provided, this should not be set.

retry google.api_core.retry.Retry

Designation of what errors, if any, should be retried.

timeout float

The timeout for this request.

metadata Sequence[Tuple[str, str]]

Strings which should be sent along with the request as metadata.

Returns
TypeDescription
google.cloud.retail_v2alpha.types.ServingConfigConfigures metadata that is used to generate serving time results (e.g. search results or recommendation predictions). The ServingConfig is passed in the search and predict request and together with the Catalog.default_branch, generates results.

catalog_path

catalog_path(project: str, location: str, catalog: str)

Returns a fully-qualified catalog string.

common_billing_account_path

common_billing_account_path(billing_account: str)

Returns a fully-qualified billing_account string.

common_folder_path

common_folder_path(folder: str)

Returns a fully-qualified folder string.

common_location_path

common_location_path(project: str, location: str)

Returns a fully-qualified location string.

common_organization_path

common_organization_path(organization: str)

Returns a fully-qualified organization string.

common_project_path

common_project_path(project: str)

Returns a fully-qualified project string.

create_serving_config

create_serving_config(request: Optional[Union[google.cloud.retail_v2alpha.types.serving_config_service.CreateServingConfigRequest, dict]] = None, *, parent: Optional[str] = None, serving_config: Optional[google.cloud.retail_v2alpha.types.serving_config.ServingConfig] = None, serving_config_id: Optional[str] = None, retry: Union[google.api_core.retry.Retry, google.api_core.gapic_v1.method._MethodDefault] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())

Creates a ServingConfig.

A maximum of 100 xref_ServingConfigs are allowed in a xref_Catalog, otherwise a FAILED_PRECONDITION error is returned.

from google.cloud import retail_v2alpha

async def sample_create_serving_config():
    # Create a client
    client = retail_v2alpha.ServingConfigServiceAsyncClient()

    # Initialize request argument(s)
    serving_config = retail_v2alpha.ServingConfig()
    serving_config.display_name = "display_name_value"
    serving_config.solution_types = "SOLUTION_TYPE_SEARCH"

    request = retail_v2alpha.CreateServingConfigRequest(
        parent="parent_value",
        serving_config=serving_config,
        serving_config_id="serving_config_id_value",
    )

    # Make the request
    response = await client.create_serving_config(request=request)

    # Handle the response
    print(response)
Parameters
NameDescription
request Union[google.cloud.retail_v2alpha.types.CreateServingConfigRequest, dict]

The request object. Request for CreateServingConfig method.

parent `str`

Required. Full resource name of parent. Format: projects/{project_number}/locations/{location_id}/catalogs/{catalog_id} This corresponds to the parent field on the request instance; if request is provided, this should not be set.

serving_config ServingConfig

Required. The ServingConfig to create. This corresponds to the serving_config field on the request instance; if request is provided, this should not be set.

serving_config_id `str`

Required. The ID to use for the ServingConfig, which will become the final component of the ServingConfig's resource name. This value should be 4-63 characters, and valid characters are /a-z][0-9]-_/. This corresponds to the serving_config_id field on the request instance; if request is provided, this should not be set.

retry google.api_core.retry.Retry

Designation of what errors, if any, should be retried.

timeout float

The timeout for this request.

metadata Sequence[Tuple[str, str]]

Strings which should be sent along with the request as metadata.

Returns
TypeDescription
google.cloud.retail_v2alpha.types.ServingConfigConfigures metadata that is used to generate serving time results (e.g. search results or recommendation predictions). The ServingConfig is passed in the search and predict request and together with the Catalog.default_branch, generates results.

delete_serving_config

delete_serving_config(request: Optional[Union[google.cloud.retail_v2alpha.types.serving_config_service.DeleteServingConfigRequest, dict]] = None, *, name: Optional[str] = None, retry: Union[google.api_core.retry.Retry, google.api_core.gapic_v1.method._MethodDefault] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())

Deletes a ServingConfig. Returns a NotFound error if the ServingConfig does not exist.

from google.cloud import retail_v2alpha

async def sample_delete_serving_config():
    # Create a client
    client = retail_v2alpha.ServingConfigServiceAsyncClient()

    # Initialize request argument(s)
    request = retail_v2alpha.DeleteServingConfigRequest(
        name="name_value",
    )

    # Make the request
    await client.delete_serving_config(request=request)
Parameters
NameDescription
request Union[google.cloud.retail_v2alpha.types.DeleteServingConfigRequest, dict]

The request object. Request for DeleteServingConfig method.

name `str`

Required. The resource name of the ServingConfig to delete. Format: projects/{project_number}/locations/{location_id}/catalogs/{catalog_id}/servingConfigs/{serving_config_id} This corresponds to the name field on the request instance; if request is provided, this should not be set.

retry google.api_core.retry.Retry

Designation of what errors, if any, should be retried.

timeout float

The timeout for this request.

metadata Sequence[Tuple[str, str]]

Strings which should be sent along with the request as metadata.

from_service_account_file

from_service_account_file(filename: str, *args, **kwargs)

Creates an instance of this client using the provided credentials file.

Parameter
NameDescription
filename str

The path to the service account private key json file.

Returns
TypeDescription
ServingConfigServiceAsyncClientThe constructed client.

from_service_account_info

from_service_account_info(info: dict, *args, **kwargs)

Creates an instance of this client using the provided credentials info.

Parameter
NameDescription
info dict

The service account private key info.

Returns
TypeDescription
ServingConfigServiceAsyncClientThe constructed client.

from_service_account_json

from_service_account_json(filename: str, *args, **kwargs)

Creates an instance of this client using the provided credentials file.

Parameter
NameDescription
filename str

The path to the service account private key json file.

Returns
TypeDescription
ServingConfigServiceAsyncClientThe constructed client.

get_mtls_endpoint_and_cert_source

get_mtls_endpoint_and_cert_source(
    client_options: Optional[google.api_core.client_options.ClientOptions] = None,
)

Return the API endpoint and client cert source for mutual TLS.

The client cert source is determined in the following order: (1) if GOOGLE_API_USE_CLIENT_CERTIFICATE environment variable is not "true", the client cert source is None. (2) if client_options.client_cert_source is provided, use the provided one; if the default client cert source exists, use the default one; otherwise the client cert source is None.

The API endpoint is determined in the following order: (1) if client_options.api_endpoint if provided, use the provided one. (2) if GOOGLE_API_USE_CLIENT_CERTIFICATE environment variable is "always", use the default mTLS endpoint; if the environment variabel is "never", use the default API endpoint; otherwise if client cert source exists, use the default mTLS endpoint, otherwise use the default API endpoint.

More details can be found at https://google.aip.dev/auth/4114.

Parameter
NameDescription
client_options google.api_core.client_options.ClientOptions

Custom options for the client. Only the api_endpoint and client_cert_source properties may be used in this method.

Exceptions
TypeDescription
google.auth.exceptions.MutualTLSChannelErrorIf any errors happen.
Returns
TypeDescription
Tuple[str, Callable[[], Tuple[bytes, bytes]]]returns the API endpoint and the client cert source to use.

get_serving_config

get_serving_config(request: Optional[Union[google.cloud.retail_v2alpha.types.serving_config_service.GetServingConfigRequest, dict]] = None, *, name: Optional[str] = None, retry: Union[google.api_core.retry.Retry, google.api_core.gapic_v1.method._MethodDefault] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())

Gets a ServingConfig. Returns a NotFound error if the ServingConfig does not exist.

from google.cloud import retail_v2alpha

async def sample_get_serving_config():
    # Create a client
    client = retail_v2alpha.ServingConfigServiceAsyncClient()

    # Initialize request argument(s)
    request = retail_v2alpha.GetServingConfigRequest(
        name="name_value",
    )

    # Make the request
    response = await client.get_serving_config(request=request)

    # Handle the response
    print(response)
Parameters
NameDescription
request Union[google.cloud.retail_v2alpha.types.GetServingConfigRequest, dict]

The request object. Request for GetServingConfig method.

name `str`

Required. The resource name of the ServingConfig to get. Format: projects/{project_number}/locations/{location_id}/catalogs/{catalog_id}/servingConfigs/{serving_config_id} This corresponds to the name field on the request instance; if request is provided, this should not be set.

retry google.api_core.retry.Retry

Designation of what errors, if any, should be retried.

timeout float

The timeout for this request.

metadata Sequence[Tuple[str, str]]

Strings which should be sent along with the request as metadata.

Returns
TypeDescription
google.cloud.retail_v2alpha.types.ServingConfigConfigures metadata that is used to generate serving time results (e.g. search results or recommendation predictions). The ServingConfig is passed in the search and predict request and together with the Catalog.default_branch, generates results.

get_transport_class

get_transport_class()

Returns an appropriate transport class.

list_serving_configs

list_serving_configs(request: Optional[Union[google.cloud.retail_v2alpha.types.serving_config_service.ListServingConfigsRequest, dict]] = None, *, parent: Optional[str] = None, retry: Union[google.api_core.retry.Retry, google.api_core.gapic_v1.method._MethodDefault] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())

Lists all ServingConfigs linked to this catalog.

from google.cloud import retail_v2alpha

async def sample_list_serving_configs():
    # Create a client
    client = retail_v2alpha.ServingConfigServiceAsyncClient()

    # Initialize request argument(s)
    request = retail_v2alpha.ListServingConfigsRequest(
        parent="parent_value",
    )

    # Make the request
    page_result = client.list_serving_configs(request=request)

    # Handle the response
    async for response in page_result:
        print(response)
Parameters
NameDescription
request Union[google.cloud.retail_v2alpha.types.ListServingConfigsRequest, dict]

The request object. Request for ListServingConfigs method.

parent `str`

Required. The catalog resource name. Format: projects/{project_number}/locations/{location_id}/catalogs/{catalog_id} This corresponds to the parent field on the request instance; if request is provided, this should not be set.

retry google.api_core.retry.Retry

Designation of what errors, if any, should be retried.

timeout float

The timeout for this request.

metadata Sequence[Tuple[str, str]]

Strings which should be sent along with the request as metadata.

Returns
TypeDescription
google.cloud.retail_v2alpha.services.serving_config_service.pagers.ListServingConfigsAsyncPagerResponse for ListServingConfigs method. Iterating over this object will yield results and resolve additional pages automatically.

parse_catalog_path

parse_catalog_path(path: str)

Parses a catalog path into its component segments.

parse_common_billing_account_path

parse_common_billing_account_path(path: str)

Parse a billing_account path into its component segments.

parse_common_folder_path

parse_common_folder_path(path: str)

Parse a folder path into its component segments.

parse_common_location_path

parse_common_location_path(path: str)

Parse a location path into its component segments.

parse_common_organization_path

parse_common_organization_path(path: str)

Parse a organization path into its component segments.

parse_common_project_path

parse_common_project_path(path: str)

Parse a project path into its component segments.

parse_serving_config_path

parse_serving_config_path(path: str)

Parses a serving_config path into its component segments.

remove_control

remove_control(request: Optional[Union[google.cloud.retail_v2alpha.types.serving_config_service.RemoveControlRequest, dict]] = None, *, serving_config: Optional[str] = None, retry: Union[google.api_core.retry.Retry, google.api_core.gapic_v1.method._MethodDefault] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())

Disables a Control on the specified ServingConfig. The control is removed from the ServingConfig. Returns a NOT_FOUND error if the Control is not enabled for the ServingConfig.

from google.cloud import retail_v2alpha

async def sample_remove_control():
    # Create a client
    client = retail_v2alpha.ServingConfigServiceAsyncClient()

    # Initialize request argument(s)
    request = retail_v2alpha.RemoveControlRequest(
        serving_config="serving_config_value",
        control_id="control_id_value",
    )

    # Make the request
    response = await client.remove_control(request=request)

    # Handle the response
    print(response)
Parameters
NameDescription
request Union[google.cloud.retail_v2alpha.types.RemoveControlRequest, dict]

The request object. Request for RemoveControl method.

serving_config `str`

Required. The source ServingConfig resource name . Format: projects/{project_number}/locations/{location_id}/catalogs/{catalog_id}/servingConfigs/{serving_config_id} This corresponds to the serving_config field on the request instance; if request is provided, this should not be set.

retry google.api_core.retry.Retry

Designation of what errors, if any, should be retried.

timeout float

The timeout for this request.

metadata Sequence[Tuple[str, str]]

Strings which should be sent along with the request as metadata.

Returns
TypeDescription
google.cloud.retail_v2alpha.types.ServingConfigConfigures metadata that is used to generate serving time results (e.g. search results or recommendation predictions). The ServingConfig is passed in the search and predict request and together with the Catalog.default_branch, generates results.

serving_config_path

serving_config_path(project: str, location: str, catalog: str, serving_config: str)

Returns a fully-qualified serving_config string.

update_serving_config

update_serving_config(request: Optional[Union[google.cloud.retail_v2alpha.types.serving_config_service.UpdateServingConfigRequest, dict]] = None, *, serving_config: Optional[google.cloud.retail_v2alpha.types.serving_config.ServingConfig] = None, update_mask: Optional[google.protobuf.field_mask_pb2.FieldMask] = None, retry: Union[google.api_core.retry.Retry, google.api_core.gapic_v1.method._MethodDefault] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())

Updates a ServingConfig.

from google.cloud import retail_v2alpha

async def sample_update_serving_config():
    # Create a client
    client = retail_v2alpha.ServingConfigServiceAsyncClient()

    # Initialize request argument(s)
    serving_config = retail_v2alpha.ServingConfig()
    serving_config.display_name = "display_name_value"
    serving_config.solution_types = "SOLUTION_TYPE_SEARCH"

    request = retail_v2alpha.UpdateServingConfigRequest(
        serving_config=serving_config,
    )

    # Make the request
    response = await client.update_serving_config(request=request)

    # Handle the response
    print(response)
Parameters
NameDescription
request Union[google.cloud.retail_v2alpha.types.UpdateServingConfigRequest, dict]

The request object. Request for UpdateServingConfig method.

serving_config ServingConfig

Required. The ServingConfig to update. This corresponds to the serving_config field on the request instance; if request is provided, this should not be set.

update_mask `google.protobuf.field_mask_pb2.FieldMask`

Indicates which fields in the provided ServingConfig to update. The following are NOT supported: - ServingConfig.name If not set, all supported fields are updated. This corresponds to the update_mask field on the request instance; if request is provided, this should not be set.

retry google.api_core.retry.Retry

Designation of what errors, if any, should be retried.

timeout float

The timeout for this request.

metadata Sequence[Tuple[str, str]]

Strings which should be sent along with the request as metadata.

Returns
TypeDescription
google.cloud.retail_v2alpha.types.ServingConfigConfigures metadata that is used to generate serving time results (e.g. search results or recommendation predictions). The ServingConfig is passed in the search and predict request and together with the Catalog.default_branch, generates results.