Class EvaluationServiceClient (0.13.4)

EvaluationServiceClient(*, credentials: typing.Optional[google.auth.credentials.Credentials] = None, transport: typing.Optional[typing.Union[str, google.cloud.discoveryengine_v1beta.services.evaluation_service.transports.base.EvaluationServiceTransport, typing.Callable[[...], google.cloud.discoveryengine_v1beta.services.evaluation_service.transports.base.EvaluationServiceTransport]]] = None, client_options: typing.Optional[typing.Union[google.api_core.client_options.ClientOptions, dict]] = None, client_info: google.api_core.gapic_v1.client_info.ClientInfo = <google.api_core.gapic_v1.client_info.ClientInfo object>)

Service for managing Evaluations,

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
`EvaluationServiceTransport`	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

EvaluationServiceClient

EvaluationServiceClient(*, credentials: typing.Optional[google.auth.credentials.Credentials] = None, transport: typing.Optional[typing.Union[str, google.cloud.discoveryengine_v1beta.services.evaluation_service.transports.base.EvaluationServiceTransport, typing.Callable[[...], google.cloud.discoveryengine_v1beta.services.evaluation_service.transports.base.EvaluationServiceTransport]]] = None, client_options: typing.Optional[typing.Union[google.api_core.client_options.ClientOptions, dict]] = None, client_info: google.api_core.gapic_v1.client_info.ClientInfo = <google.api_core.gapic_v1.client_info.ClientInfo object>)

Instantiates the evaluation service 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,EvaluationServiceTransport,Callable[..., EvaluationServiceTransport]]]` The transport to use, or a Callable that constructs and returns a new transport. If a Callable is given, it will be called with the same set of initialization arguments as used in the EvaluationServiceTransport 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 the `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.

exit

__exit__(type, value, traceback)

Releases underlying transport's resources.

branch_path

branch_path(project: str, location: str, data_store: str, branch: str) -> str

Returns a fully-qualified branch string.

cancel_operation

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

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_evaluation

create_evaluation(
    request: typing.Optional[
        typing.Union[
            google.cloud.discoveryengine_v1beta.types.evaluation_service.CreateEvaluationRequest,
            dict,
        ]
    ] = None,
    *,
    parent: typing.Optional[str] = None,
    evaluation: typing.Optional[
        google.cloud.discoveryengine_v1beta.types.evaluation.Evaluation
    ] = None,
    retry: typing.Optional[
        typing.Union[
            google.api_core.retry.retry_unary.Retry,
            google.api_core.gapic_v1.method._MethodDefault,
        ]
    ] = _MethodDefault._DEFAULT_VALUE,
    timeout: typing.Union[float, object] = _MethodDefault._DEFAULT_VALUE,
    metadata: typing.Sequence[typing.Tuple[str, str]] = ()
) -> google.api_core.operation.Operation

Creates a xref_Evaluation.

Upon creation, the evaluation will be automatically triggered and begin execution.

# 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_v1beta

def sample_create_evaluation():
    # Create a client
    client = discoveryengine_v1beta.EvaluationServiceClient()

    # Initialize request argument(s)
    evaluation = discoveryengine_v1beta.Evaluation()
    evaluation.evaluation_spec.search_request.serving_config = "serving_config_value"
    evaluation.evaluation_spec.query_set_spec.sample_query_set = "sample_query_set_value"

    request = discoveryengine_v1beta.CreateEvaluationRequest(
        parent="parent_value",
        evaluation=evaluation,
    )

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

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

    response = operation.result()

    # Handle the response
    print(response)

Parameters
Name	Description
`request`	`Union[google.cloud.discoveryengine_v1beta.types.CreateEvaluationRequest, dict]` The request object. Request message for EvaluationService.CreateEvaluation method.
`parent`	`str` Required. The parent resource name, such as `projects/{project}/locations/{location}`. This corresponds to the `parent` field on the `request` instance; if `request` is provided, this should not be set.
`evaluation`	`google.cloud.discoveryengine_v1beta.types.Evaluation` Required. The Evaluation to create. This corresponds to the `evaluation` 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
Type	Description
`google.api_core.operation.Operation`	An object representing a long-running operation. The result type for the operation will be Evaluation An evaluation is a single execution (or run) of an evaluation process. It encapsulates the state of the evaluation and the resulting data.

data_store_path

data_store_path(project: str, location: str, data_store: str) -> str

Returns a fully-qualified data_store string.

evaluation_path

evaluation_path(project: str, location: str, evaluation: str) -> str

Returns a fully-qualified evaluation 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
`EvaluationServiceClient`	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
`EvaluationServiceClient`	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
`EvaluationServiceClient`	The constructed client.

get_evaluation

get_evaluation(
    request: typing.Optional[
        typing.Union[
            google.cloud.discoveryengine_v1beta.types.evaluation_service.GetEvaluationRequest,
            dict,
        ]
    ] = None,
    *,
    name: typing.Optional[str] = None,
    retry: typing.Optional[
        typing.Union[
            google.api_core.retry.retry_unary.Retry,
            google.api_core.gapic_v1.method._MethodDefault,
        ]
    ] = _MethodDefault._DEFAULT_VALUE,
    timeout: typing.Union[float, object] = _MethodDefault._DEFAULT_VALUE,
    metadata: typing.Sequence[typing.Tuple[str, str]] = ()
) -> google.cloud.discoveryengine_v1beta.types.evaluation.Evaluation

Gets a xref_Evaluation.

# 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_v1beta

def sample_get_evaluation():
    # Create a client
    client = discoveryengine_v1beta.EvaluationServiceClient()

    # Initialize request argument(s)
    request = discoveryengine_v1beta.GetEvaluationRequest(
        name="name_value",
    )

    # Make the request
    response = client.get_evaluation(request=request)

    # Handle the response
    print(response)

Parameters
Name	Description
`request`	`Union[google.cloud.discoveryengine_v1beta.types.GetEvaluationRequest, dict]` The request object. Request message for EvaluationService.GetEvaluation method.
`name`	`str` Required. Full resource name of Evaluation, such as `projects/{project}/locations/{location}/evaluations/{evaluation}`. If the caller does not have permission to access the Evaluation, regardless of whether or not it exists, a PERMISSION_DENIED error is returned. If the requested Evaluation 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.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
Type	Description
`google.cloud.discoveryengine_v1beta.types.Evaluation`	An evaluation is a single execution (or run) of an evaluation process. It encapsulates the state of the evaluation and the resulting data.

get_mtls_endpoint_and_cert_source

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

Deprecated. 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.Retry,
            google.api_core.gapic_v1.method._MethodDefault,
        ]
    ] = _MethodDefault._DEFAULT_VALUE,
    timeout: typing.Union[float, object] = _MethodDefault._DEFAULT_VALUE,
    metadata: typing.Sequence[typing.Tuple[str, str]] = ()
) -> 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.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
Type	Description
`.operations_pb2.Operation`	An `Operation` object.

list_evaluation_results

list_evaluation_results(
    request: typing.Optional[
        typing.Union[
            google.cloud.discoveryengine_v1beta.types.evaluation_service.ListEvaluationResultsRequest,
            dict,
        ]
    ] = None,
    *,
    evaluation: typing.Optional[str] = None,
    retry: typing.Optional[
        typing.Union[
            google.api_core.retry.retry_unary.Retry,
            google.api_core.gapic_v1.method._MethodDefault,
        ]
    ] = _MethodDefault._DEFAULT_VALUE,
    timeout: typing.Union[float, object] = _MethodDefault._DEFAULT_VALUE,
    metadata: typing.Sequence[typing.Tuple[str, str]] = ()
) -> (
    google.cloud.discoveryengine_v1beta.services.evaluation_service.pagers.ListEvaluationResultsPager
)

Gets a list of results for a given a xref_Evaluation.

# 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_v1beta

def sample_list_evaluation_results():
    # Create a client
    client = discoveryengine_v1beta.EvaluationServiceClient()

    # Initialize request argument(s)
    request = discoveryengine_v1beta.ListEvaluationResultsRequest(
        evaluation="evaluation_value",
    )

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

    # Handle the response
    for response in page_result:
        print(response)

Parameters
Name	Description
`request`	`Union[google.cloud.discoveryengine_v1beta.types.ListEvaluationResultsRequest, dict]` The request object. Request message for EvaluationService.ListEvaluationResults method.
`evaluation`	`str` Required. The evaluation resource name, such as `projects/{project}/locations/{location}/evaluations/{evaluation}`. If the caller does not have permission to list [EvaluationResult][] under this evaluation, regardless of whether or not this evaluation set exists, a `PERMISSION_DENIED` error is returned. This corresponds to the `evaluation` 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
Type	Description
`google.cloud.discoveryengine_v1beta.services.evaluation_service.pagers.ListEvaluationResultsPager`	Response message for EvaluationService.ListEvaluationResults method. Iterating over this object will yield results and resolve additional pages automatically.

list_evaluations

list_evaluations(
    request: typing.Optional[
        typing.Union[
            google.cloud.discoveryengine_v1beta.types.evaluation_service.ListEvaluationsRequest,
            dict,
        ]
    ] = None,
    *,
    parent: typing.Optional[str] = None,
    retry: typing.Optional[
        typing.Union[
            google.api_core.retry.retry_unary.Retry,
            google.api_core.gapic_v1.method._MethodDefault,
        ]
    ] = _MethodDefault._DEFAULT_VALUE,
    timeout: typing.Union[float, object] = _MethodDefault._DEFAULT_VALUE,
    metadata: typing.Sequence[typing.Tuple[str, str]] = ()
) -> (
    google.cloud.discoveryengine_v1beta.services.evaluation_service.pagers.ListEvaluationsPager
)

Gets a list of xref_Evaluations.

# 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_v1beta

def sample_list_evaluations():
    # Create a client
    client = discoveryengine_v1beta.EvaluationServiceClient()

    # Initialize request argument(s)
    request = discoveryengine_v1beta.ListEvaluationsRequest(
        parent="parent_value",
    )

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

    # Handle the response
    for response in page_result:
        print(response)

Parameters
Name	Description
`request`	`Union[google.cloud.discoveryengine_v1beta.types.ListEvaluationsRequest, dict]` The request object. Request message for EvaluationService.ListEvaluations method.
`parent`	`str` Required. The parent location resource name, such as `projects/{project}/locations/{location}`. If the caller does not have permission to list Evaluations under this location, regardless of whether or not this location exists, a `PERMISSION_DENIED` error is returned. 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
Type	Description
`google.cloud.discoveryengine_v1beta.services.evaluation_service.pagers.ListEvaluationsPager`	Response message for EvaluationService.ListEvaluations 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.Retry,
            google.api_core.gapic_v1.method._MethodDefault,
        ]
    ] = _MethodDefault._DEFAULT_VALUE,
    timeout: typing.Union[float, object] = _MethodDefault._DEFAULT_VALUE,
    metadata: typing.Sequence[typing.Tuple[str, str]] = ()
) -> 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.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
Type	Description
`.operations_pb2.ListOperationsResponse`	Response message for `ListOperations` method.

location_path

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

Returns a fully-qualified location string.

parse_branch_path

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

Parses a branch 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_data_store_path

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

Parses a data_store path into its component segments.

parse_evaluation_path

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

Parses a evaluation path into its component segments.

parse_location_path

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

Parses a location path into its component segments.

parse_sample_query_path

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

Parses a sample_query path into its component segments.

parse_sample_query_set_path

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

Parses a sample_query_set path into its component segments.

parse_serving_config_path

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

Parses a serving_config path into its component segments.

parse_session_path

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

Parses a session path into its component segments.

sample_query_path

sample_query_path(
    project: str, location: str, sample_query_set: str, sample_query: str
) -> str

Returns a fully-qualified sample_query string.

sample_query_set_path

sample_query_set_path(project: str, location: str, sample_query_set: str) -> str

Returns a fully-qualified sample_query_set string.

serving_config_path

serving_config_path(
    project: str, location: str, data_store: str, serving_config: str
) -> str

Returns a fully-qualified serving_config string.

session_path

session_path(project: str, location: str, data_store: str, session: str) -> str

Returns a fully-qualified session string.