Class EngineServiceAsyncClient (0.13.5) 

EngineServiceAsyncClient(*, credentials: typing.Optional[google.auth.credentials.Credentials] = None, transport: typing.Optional[typing.Union[str, google.cloud.discoveryengine_v1alpha.services.engine_service.transports.base.EngineServiceTransport, typing.Callable[[...], google.cloud.discoveryengine_v1alpha.services.engine_service.transports.base.EngineServiceTransport]]] = 'grpc_asyncio', client_options: typing.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 managing Engine configuration.

Properties

api_endpoint

Return the API endpoint used by the client instance.

Returns
Type Description
str The API endpoint used by the client instance.

transport

Returns the transport used by the client instance.

Returns
Type Description
EngineServiceTransport The transport used by the client instance.

universe_domain

Return the universe domain used by the client instance.

Returns
Type Description
str The universe domain used by the client instance.

Methods

EngineServiceAsyncClient

EngineServiceAsyncClient(*, credentials: typing.Optional[google.auth.credentials.Credentials] = None, transport: typing.Optional[typing.Union[str, google.cloud.discoveryengine_v1alpha.services.engine_service.transports.base.EngineServiceTransport, typing.Callable[[...], google.cloud.discoveryengine_v1alpha.services.engine_service.transports.base.EngineServiceTransport]]] = 'grpc_asyncio', client_options: typing.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 engine service async client.

Parameters
Name Description
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 Optional[Union[str,EngineServiceTransport,Callable[..., EngineServiceTransport]]]

The transport to use, or a Callable that constructs and returns a new transport to use. If a Callable is given, it will be called with the same set of initialization arguments as used in the EngineServiceTransport constructor. If set to None, a transport is chosen automatically.
client_options Optional[Union[google.api_core.client_options.ClientOptions, dict]]

Custom options for the client. 1. The api_endpoint property can be used to override the default endpoint provided by the client when transport is not explicitly provided. Only if this property is not set and transport was not explicitly provided, the endpoint is determined by the GOOGLE_API_USE_MTLS_ENDPOINT environment variable, which have one of the following values: "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). 2. If the GOOGLE_API_USE_CLIENT_CERTIFICATE environment variable is "true", then the client_cert_source property can be used to provide a client certificate for mTLS 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. 3. The universe_domain property can be used to override the default "googleapis.com" universe. Note that api_endpoint property still takes precedence; and universe_domain is currently not supported for mTLS.
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.
Exceptions
Type Description
google.auth.exceptions.MutualTlsChannelError If mutual TLS transport creation failed for any reason.

cancel_operation

cancel_operation(
    request: typing.Optional[
        google.longrunning.operations_pb2.CancelOperationRequest
    ] = None,
    *,
    retry: typing.Optional[
        typing.Union[
            google.api_core.retry.retry_unary_async.AsyncRetry,
            google.api_core.gapic_v1.method._MethodDefault,
        ]
    ] = _MethodDefault._DEFAULT_VALUE,
    timeout: typing.Union[float, object] = _MethodDefault._DEFAULT_VALUE,
    metadata: typing.Sequence[typing.Tuple[str, typing.Union[str, bytes]]] = ()
) -> None

Starts asynchronous cancellation on a long-running operation.

The server makes a best effort to cancel the operation, but success is not guaranteed. If the server doesn't support this method, it returns google.rpc.Code.UNIMPLEMENTED.

Parameters
Name Description
request .operations_pb2.CancelOperationRequest

The request object. Request message for CancelOperation method.
retry google.api_core.retry_async.AsyncRetry

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

The timeout for this request.
metadata Sequence[Tuple[str, Union[str, bytes]]]

Key/value pairs which should be sent along with the request as metadata. Normally, each value must be of type str, but for metadata keys ending with the suffix -bin, the corresponding values must be of type bytes.

collection_path

collection_path(project: str, location: str, collection: str) -> str

Returns a fully-qualified collection string.

common_billing_account_path

common_billing_account_path(billing_account: str) -> str

Returns a fully-qualified billing_account string.

common_folder_path

common_folder_path(folder: str) -> str

Returns a fully-qualified folder string.

common_location_path

common_location_path(project: str, location: str) -> str

Returns a fully-qualified location string.

common_organization_path

common_organization_path(organization: str) -> str

Returns a fully-qualified organization string.

common_project_path

common_project_path(project: str) -> str

Returns a fully-qualified project string.

create_engine

create_engine(
    request: typing.Optional[
        typing.Union[
            google.cloud.discoveryengine_v1alpha.types.engine_service.CreateEngineRequest,
            dict,
        ]
    ] = None,
    *,
    parent: typing.Optional[str] = None,
    engine: typing.Optional[
        google.cloud.discoveryengine_v1alpha.types.engine.Engine
    ] = None,
    engine_id: typing.Optional[str] = None,
    retry: typing.Optional[
        typing.Union[
            google.api_core.retry.retry_unary_async.AsyncRetry,
            google.api_core.gapic_v1.method._MethodDefault,
        ]
    ] = _MethodDefault._DEFAULT_VALUE,
    timeout: typing.Union[float, object] = _MethodDefault._DEFAULT_VALUE,
    metadata: typing.Sequence[typing.Tuple[str, typing.Union[str, bytes]]] = ()
) -> google.api_core.operation_async.AsyncOperation

Creates a xref_Engine.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import discoveryengine_v1alpha

async def sample_create_engine():
    # Create a client
    client = discoveryengine_v1alpha.EngineServiceAsyncClient()

    # Initialize request argument(s)
    engine = discoveryengine_v1alpha.Engine()
    engine.display_name = "display_name_value"
    engine.solution_type = "SOLUTION_TYPE_GENERATIVE_CHAT"

    request = discoveryengine_v1alpha.CreateEngineRequest(
        parent="parent_value",
        engine=engine,
        engine_id="engine_id_value",
    )

    # Make the request
    operation = client.create_engine(request=request)

    print("Waiting for operation to complete...")

    response = (await operation).result()

    # Handle the response
    print(response)
Parameters
Name Description
request Optional[Union[google.cloud.discoveryengine_v1alpha.types.CreateEngineRequest, dict]]

The request object. Request for EngineService.CreateEngine method.
parent str

Required. The parent resource name, such as projects/{project}/locations/{location}/collections/{collection}. This corresponds to the parent field on the request instance; if request is provided, this should not be set.
engine Engine

Required. The Engine to create. This corresponds to the engine field on the request instance; if request is provided, this should not be set.
engine_id str

Required. The ID to use for the Engine, which will become the final component of the Engine's resource name. This field must conform to RFC-1034 https://tools.ietf.org/html/rfc1034__ standard with a length limit of 63 characters. Otherwise, an INVALID_ARGUMENT error is returned. This corresponds to the engine_id field on the request instance; if request is provided, this should not be set.
retry google.api_core.retry_async.AsyncRetry

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

The timeout for this request.
metadata Sequence[Tuple[str, Union[str, bytes]]]

Key/value pairs which should be sent along with the request as metadata. Normally, each value must be of type str, but for metadata keys ending with the suffix -bin, the corresponding values must be of type bytes.
Returns
Type Description
google.api_core.operation_async.AsyncOperation An object representing a long-running operation. The result type for the operation will be Engine Metadata that describes the training and serving parameters of an Engine.

delete_engine

delete_engine(
    request: typing.Optional[
        typing.Union[
            google.cloud.discoveryengine_v1alpha.types.engine_service.DeleteEngineRequest,
            dict,
        ]
    ] = None,
    *,
    name: typing.Optional[str] = None,
    retry: typing.Optional[
        typing.Union[
            google.api_core.retry.retry_unary_async.AsyncRetry,
            google.api_core.gapic_v1.method._MethodDefault,
        ]
    ] = _MethodDefault._DEFAULT_VALUE,
    timeout: typing.Union[float, object] = _MethodDefault._DEFAULT_VALUE,
    metadata: typing.Sequence[typing.Tuple[str, typing.Union[str, bytes]]] = ()
) -> google.api_core.operation_async.AsyncOperation

Deletes a xref_Engine.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import discoveryengine_v1alpha

async def sample_delete_engine():
    # Create a client
    client = discoveryengine_v1alpha.EngineServiceAsyncClient()

    # Initialize request argument(s)
    request = discoveryengine_v1alpha.DeleteEngineRequest(
        name="name_value",
    )

    # Make the request
    operation = client.delete_engine(request=request)

    print("Waiting for operation to complete...")

    response = (await operation).result()

    # Handle the response
    print(response)
Parameters
Name Description
request Optional[Union[google.cloud.discoveryengine_v1alpha.types.DeleteEngineRequest, dict]]

The request object. Request message for EngineService.DeleteEngine method.
name str

Required. Full resource name of Engine, such as projects/{project}/locations/{location}/collections/{collection_id}/engines/{engine_id}. If the caller does not have permission to delete the Engine, regardless of whether or not it exists, a PERMISSION_DENIED error is returned. If the Engine to delete does not exist, a NOT_FOUND error is returned. This corresponds to the name field on the request instance; if request is provided, this should not be set.
retry google.api_core.retry_async.AsyncRetry

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

The timeout for this request.
metadata Sequence[Tuple[str, Union[str, bytes]]]

Key/value pairs which should be sent along with the request as metadata. Normally, each value must be of type str, but for metadata keys ending with the suffix -bin, the corresponding values must be of type bytes.
Returns
Type Description
google.api_core.operation_async.AsyncOperation An object representing a long-running operation. The result type for the operation will be google.protobuf.empty_pb2.Empty A generic empty message that you can re-use to avoid defining duplicated empty messages in your APIs. A typical example is to use it as the request or the response type of an API method. For instance: service Foo { rpc Bar(google.protobuf.Empty) returns (google.protobuf.Empty); }

engine_path

engine_path(project: str, location: str, collection: str, engine: str) -> str

Returns a fully-qualified engine string.

from_service_account_file

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

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

Parameter
Name Description
filename str

The path to the service account private key json file.
Returns
Type Description
EngineServiceAsyncClient The 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
Name Description
info dict

The service account private key info.
Returns
Type Description
EngineServiceAsyncClient The 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
Name Description
filename str

The path to the service account private key json file.
Returns
Type Description
EngineServiceAsyncClient The constructed client.

get_engine

get_engine(
    request: typing.Optional[
        typing.Union[
            google.cloud.discoveryengine_v1alpha.types.engine_service.GetEngineRequest,
            dict,
        ]
    ] = None,
    *,
    name: typing.Optional[str] = None,
    retry: typing.Optional[
        typing.Union[
            google.api_core.retry.retry_unary_async.AsyncRetry,
            google.api_core.gapic_v1.method._MethodDefault,
        ]
    ] = _MethodDefault._DEFAULT_VALUE,
    timeout: typing.Union[float, object] = _MethodDefault._DEFAULT_VALUE,
    metadata: typing.Sequence[typing.Tuple[str, typing.Union[str, bytes]]] = ()
) -> google.cloud.discoveryengine_v1alpha.types.engine.Engine

Gets a xref_Engine.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import discoveryengine_v1alpha

async def sample_get_engine():
    # Create a client
    client = discoveryengine_v1alpha.EngineServiceAsyncClient()

    # Initialize request argument(s)
    request = discoveryengine_v1alpha.GetEngineRequest(
        name="name_value",
    )

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

    # Handle the response
    print(response)
Parameters
Name Description
request Optional[Union[google.cloud.discoveryengine_v1alpha.types.GetEngineRequest, dict]]

The request object. Request message for EngineService.GetEngine method.
name str

Required. Full resource name of Engine, such as projects/{project}/locations/{location}/collections/{collection_id}/engines/{engine_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_async.AsyncRetry

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

The timeout for this request.
metadata Sequence[Tuple[str, Union[str, bytes]]]

Key/value pairs which should be sent along with the request as metadata. Normally, each value must be of type str, but for metadata keys ending with the suffix -bin, the corresponding values must be of type bytes.
Returns
Type Description
google.cloud.discoveryengine_v1alpha.types.Engine Metadata that describes the training and serving parameters of an Engine.

get_mtls_endpoint_and_cert_source

get_mtls_endpoint_and_cert_source(
    client_options: typing.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 variable 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
Name Description
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
Type Description
google.auth.exceptions.MutualTLSChannelError If any errors happen.
Returns
Type Description
Tuple[str, Callable[[], Tuple[bytes, bytes]]] returns the API endpoint and the client cert source to use.

get_operation

get_operation(
    request: typing.Optional[
        google.longrunning.operations_pb2.GetOperationRequest
    ] = None,
    *,
    retry: typing.Optional[
        typing.Union[
            google.api_core.retry.retry_unary_async.AsyncRetry,
            google.api_core.gapic_v1.method._MethodDefault,
        ]
    ] = _MethodDefault._DEFAULT_VALUE,
    timeout: typing.Union[float, object] = _MethodDefault._DEFAULT_VALUE,
    metadata: typing.Sequence[typing.Tuple[str, typing.Union[str, bytes]]] = ()
) -> google.longrunning.operations_pb2.Operation

Gets the latest state of a long-running operation.

Parameters
Name Description
request .operations_pb2.GetOperationRequest

The request object. Request message for GetOperation method.
retry google.api_core.retry_async.AsyncRetry

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

The timeout for this request.
metadata Sequence[Tuple[str, Union[str, bytes]]]

Key/value pairs which should be sent along with the request as metadata. Normally, each value must be of type str, but for metadata keys ending with the suffix -bin, the corresponding values must be of type bytes.
Returns
Type Description
.operations_pb2.Operation An Operation object.

get_transport_class

get_transport_class(
    label: typing.Optional[str] = None,
) -> typing.Type[
    google.cloud.discoveryengine_v1alpha.services.engine_service.transports.base.EngineServiceTransport
]

Returns an appropriate transport class.

Parameter
Name Description
label typing.Optional[str]

The name of the desired transport. If none is provided, then the first transport in the registry is used.

list_engines

list_engines(
    request: typing.Optional[
        typing.Union[
            google.cloud.discoveryengine_v1alpha.types.engine_service.ListEnginesRequest,
            dict,
        ]
    ] = None,
    *,
    parent: typing.Optional[str] = None,
    retry: typing.Optional[
        typing.Union[
            google.api_core.retry.retry_unary_async.AsyncRetry,
            google.api_core.gapic_v1.method._MethodDefault,
        ]
    ] = _MethodDefault._DEFAULT_VALUE,
    timeout: typing.Union[float, object] = _MethodDefault._DEFAULT_VALUE,
    metadata: typing.Sequence[typing.Tuple[str, typing.Union[str, bytes]]] = ()
) -> (
    google.cloud.discoveryengine_v1alpha.services.engine_service.pagers.ListEnginesAsyncPager
)

Lists all the xref_Engines associated with the project.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import discoveryengine_v1alpha

async def sample_list_engines():
    # Create a client
    client = discoveryengine_v1alpha.EngineServiceAsyncClient()

    # Initialize request argument(s)
    request = discoveryengine_v1alpha.ListEnginesRequest(
        parent="parent_value",
    )

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

    # Handle the response
    async for response in page_result:
        print(response)
Parameters
Name Description
request Optional[Union[google.cloud.discoveryengine_v1alpha.types.ListEnginesRequest, dict]]

The request object. Request message for EngineService.ListEngines method.
parent str

Required. The parent resource name, such as projects/{project}/locations/{location}/collections/{collection_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_async.AsyncRetry

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

The timeout for this request.
metadata Sequence[Tuple[str, Union[str, bytes]]]

Key/value pairs which should be sent along with the request as metadata. Normally, each value must be of type str, but for metadata keys ending with the suffix -bin, the corresponding values must be of type bytes.
Returns
Type Description
google.cloud.discoveryengine_v1alpha.services.engine_service.pagers.ListEnginesAsyncPager Response message for EngineService.ListEngines method. Iterating over this object will yield results and resolve additional pages automatically.

list_operations

list_operations(
    request: typing.Optional[
        google.longrunning.operations_pb2.ListOperationsRequest
    ] = None,
    *,
    retry: typing.Optional[
        typing.Union[
            google.api_core.retry.retry_unary_async.AsyncRetry,
            google.api_core.gapic_v1.method._MethodDefault,
        ]
    ] = _MethodDefault._DEFAULT_VALUE,
    timeout: typing.Union[float, object] = _MethodDefault._DEFAULT_VALUE,
    metadata: typing.Sequence[typing.Tuple[str, typing.Union[str, bytes]]] = ()
) -> google.longrunning.operations_pb2.ListOperationsResponse

Lists operations that match the specified filter in the request.

Parameters
Name Description
request .operations_pb2.ListOperationsRequest

The request object. Request message for ListOperations method.
retry google.api_core.retry_async.AsyncRetry

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

The timeout for this request.
metadata Sequence[Tuple[str, Union[str, bytes]]]

Key/value pairs which should be sent along with the request as metadata. Normally, each value must be of type str, but for metadata keys ending with the suffix -bin, the corresponding values must be of type bytes.
Returns
Type Description
.operations_pb2.ListOperationsResponse Response message for ListOperations method.

parse_collection_path

parse_collection_path(path: str) -> typing.Dict[str, str]

Parses a collection path into its component segments.

parse_common_billing_account_path

parse_common_billing_account_path(path: str) -> typing.Dict[str, str]

Parse a billing_account path into its component segments.

parse_common_folder_path

parse_common_folder_path(path: str) -> typing.Dict[str, str]

Parse a folder path into its component segments.

parse_common_location_path

parse_common_location_path(path: str) -> typing.Dict[str, str]

Parse a location path into its component segments.

parse_common_organization_path

parse_common_organization_path(path: str) -> typing.Dict[str, str]

Parse a organization path into its component segments.

parse_common_project_path

parse_common_project_path(path: str) -> typing.Dict[str, str]

Parse a project path into its component segments.

parse_engine_path

parse_engine_path(path: str) -> typing.Dict[str, str]

Parses a engine path into its component segments.

pause_engine

pause_engine(
    request: typing.Optional[
        typing.Union[
            google.cloud.discoveryengine_v1alpha.types.engine_service.PauseEngineRequest,
            dict,
        ]
    ] = None,
    *,
    name: typing.Optional[str] = None,
    retry: typing.Optional[
        typing.Union[
            google.api_core.retry.retry_unary_async.AsyncRetry,
            google.api_core.gapic_v1.method._MethodDefault,
        ]
    ] = _MethodDefault._DEFAULT_VALUE,
    timeout: typing.Union[float, object] = _MethodDefault._DEFAULT_VALUE,
    metadata: typing.Sequence[typing.Tuple[str, typing.Union[str, bytes]]] = ()
) -> google.cloud.discoveryengine_v1alpha.types.engine.Engine

Pauses the training of an existing engine. Only applicable if xref_SolutionType is xref_SOLUTION_TYPE_RECOMMENDATION.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import discoveryengine_v1alpha

async def sample_pause_engine():
    # Create a client
    client = discoveryengine_v1alpha.EngineServiceAsyncClient()

    # Initialize request argument(s)
    request = discoveryengine_v1alpha.PauseEngineRequest(
        name="name_value",
    )

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

    # Handle the response
    print(response)
Parameters
Name Description
request Optional[Union[google.cloud.discoveryengine_v1alpha.types.PauseEngineRequest, dict]]

The request object. Request for pausing training of an engine.
name str

Required. The name of the engine to pause. Format: projects/{project_number}/locations/{location_id}/collections/{collection_id}/engines/{engine_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_async.AsyncRetry

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

The timeout for this request.
metadata Sequence[Tuple[str, Union[str, bytes]]]

Key/value pairs which should be sent along with the request as metadata. Normally, each value must be of type str, but for metadata keys ending with the suffix -bin, the corresponding values must be of type bytes.
Returns
Type Description
google.cloud.discoveryengine_v1alpha.types.Engine Metadata that describes the training and serving parameters of an Engine.

resume_engine

resume_engine(
    request: typing.Optional[
        typing.Union[
            google.cloud.discoveryengine_v1alpha.types.engine_service.ResumeEngineRequest,
            dict,
        ]
    ] = None,
    *,
    name: typing.Optional[str] = None,
    retry: typing.Optional[
        typing.Union[
            google.api_core.retry.retry_unary_async.AsyncRetry,
            google.api_core.gapic_v1.method._MethodDefault,
        ]
    ] = _MethodDefault._DEFAULT_VALUE,
    timeout: typing.Union[float, object] = _MethodDefault._DEFAULT_VALUE,
    metadata: typing.Sequence[typing.Tuple[str, typing.Union[str, bytes]]] = ()
) -> google.cloud.discoveryengine_v1alpha.types.engine.Engine

Resumes the training of an existing engine. Only applicable if xref_SolutionType is xref_SOLUTION_TYPE_RECOMMENDATION.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import discoveryengine_v1alpha

async def sample_resume_engine():
    # Create a client
    client = discoveryengine_v1alpha.EngineServiceAsyncClient()

    # Initialize request argument(s)
    request = discoveryengine_v1alpha.ResumeEngineRequest(
        name="name_value",
    )

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

    # Handle the response
    print(response)
Parameters
Name Description
request Optional[Union[google.cloud.discoveryengine_v1alpha.types.ResumeEngineRequest, dict]]

The request object. Request for resuming training of an engine.
name str

Required. The name of the engine to resume. Format: projects/{project_number}/locations/{location_id}/collections/{collection_id}/engines/{engine_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_async.AsyncRetry

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

The timeout for this request.
metadata Sequence[Tuple[str, Union[str, bytes]]]

Key/value pairs which should be sent along with the request as metadata. Normally, each value must be of type str, but for metadata keys ending with the suffix -bin, the corresponding values must be of type bytes.
Returns
Type Description
google.cloud.discoveryengine_v1alpha.types.Engine Metadata that describes the training and serving parameters of an Engine.

tune_engine

tune_engine(
    request: typing.Optional[
        typing.Union[
            google.cloud.discoveryengine_v1alpha.types.engine_service.TuneEngineRequest,
            dict,
        ]
    ] = None,
    *,
    name: typing.Optional[str] = None,
    retry: typing.Optional[
        typing.Union[
            google.api_core.retry.retry_unary_async.AsyncRetry,
            google.api_core.gapic_v1.method._MethodDefault,
        ]
    ] = _MethodDefault._DEFAULT_VALUE,
    timeout: typing.Union[float, object] = _MethodDefault._DEFAULT_VALUE,
    metadata: typing.Sequence[typing.Tuple[str, typing.Union[str, bytes]]] = ()
) -> google.api_core.operation_async.AsyncOperation

Tunes an existing engine. Only applicable if xref_SolutionType is xref_SOLUTION_TYPE_RECOMMENDATION.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import discoveryengine_v1alpha

async def sample_tune_engine():
    # Create a client
    client = discoveryengine_v1alpha.EngineServiceAsyncClient()

    # Initialize request argument(s)
    request = discoveryengine_v1alpha.TuneEngineRequest(
        name="name_value",
    )

    # Make the request
    operation = client.tune_engine(request=request)

    print("Waiting for operation to complete...")

    response = (await operation).result()

    # Handle the response
    print(response)
Parameters
Name Description
request Optional[Union[google.cloud.discoveryengine_v1alpha.types.TuneEngineRequest, dict]]

The request object. Request to manually start a tuning process now (instead of waiting for the periodically scheduled tuning to happen).
name str

Required. The resource name of the engine to tune. Format: projects/{project_number}/locations/{location_id}/collections/{collection_id}/engines/{engine_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_async.AsyncRetry

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

The timeout for this request.
metadata Sequence[Tuple[str, Union[str, bytes]]]

Key/value pairs which should be sent along with the request as metadata. Normally, each value must be of type str, but for metadata keys ending with the suffix -bin, the corresponding values must be of type bytes.
Returns
Type Description
google.api_core.operation_async.AsyncOperation An object representing a long-running operation. The result type for the operation will be TuneEngineResponse Response associated with a tune operation.

update_engine

update_engine(
    request: typing.Optional[
        typing.Union[
            google.cloud.discoveryengine_v1alpha.types.engine_service.UpdateEngineRequest,
            dict,
        ]
    ] = None,
    *,
    engine: typing.Optional[
        google.cloud.discoveryengine_v1alpha.types.engine.Engine
    ] = None,
    update_mask: typing.Optional[google.protobuf.field_mask_pb2.FieldMask] = None,
    retry: typing.Optional[
        typing.Union[
            google.api_core.retry.retry_unary_async.AsyncRetry,
            google.api_core.gapic_v1.method._MethodDefault,
        ]
    ] = _MethodDefault._DEFAULT_VALUE,
    timeout: typing.Union[float, object] = _MethodDefault._DEFAULT_VALUE,
    metadata: typing.Sequence[typing.Tuple[str, typing.Union[str, bytes]]] = ()
) -> google.cloud.discoveryengine_v1alpha.types.engine.Engine

Updates an xref_Engine

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import discoveryengine_v1alpha

async def sample_update_engine():
    # Create a client
    client = discoveryengine_v1alpha.EngineServiceAsyncClient()

    # Initialize request argument(s)
    engine = discoveryengine_v1alpha.Engine()
    engine.display_name = "display_name_value"
    engine.solution_type = "SOLUTION_TYPE_GENERATIVE_CHAT"

    request = discoveryengine_v1alpha.UpdateEngineRequest(
        engine=engine,
    )

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

    # Handle the response
    print(response)
Parameters
Name Description
request Optional[Union[google.cloud.discoveryengine_v1alpha.types.UpdateEngineRequest, dict]]

The request object. Request message for EngineService.UpdateEngine method.
engine Engine

Required. The Engine to update. If the caller does not have permission to update the Engine, regardless of whether or not it exists, a PERMISSION_DENIED error is returned. If the Engine to update does not exist, a NOT_FOUND error is returned. This corresponds to the engine 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 Engine to update. If an unsupported or unknown field is provided, an INVALID_ARGUMENT error is returned. 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_async.AsyncRetry

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

The timeout for this request.
metadata Sequence[Tuple[str, Union[str, bytes]]]

Key/value pairs which should be sent along with the request as metadata. Normally, each value must be of type str, but for metadata keys ending with the suffix -bin, the corresponding values must be of type bytes.
Returns
Type Description
google.cloud.discoveryengine_v1alpha.types.Engine Metadata that describes the training and serving parameters of an Engine.