Package com.databricks.sdk.service.serving

Class ServingEndpointsAPI

java.lang.Object

com.databricks.sdk.service.serving.ServingEndpointsAPI

@Generated
public class ServingEndpointsAPI
extends Object

The Serving Endpoints API allows you to create, update, and delete model serving endpoints.

You can use a serving endpoint to serve models from the Databricks Model Registry. Endpoints expose the underlying models as scalable REST API endpoints using serverless compute. This means the endpoints and associated compute resources are fully managed by Databricks and will not appear in your cloud account. A serving endpoint can consist of one or more MLflow models from the Databricks Model Registry, called served models. A serving endpoint can have at most ten served models. You can configure traffic settings to define how requests should be routed to your served models behind an endpoint. Additionally, you can configure the scale of resources that should be applied to each served model.

Constructor Summary

Constructors

Constructor	Description
ServingEndpointsAPI(ApiClient apiClient)	Regular-use constructor
ServingEndpointsAPI(ServingEndpointsService mock)	Constructor for mocks

Method Summary

Modifier and Type	Method	Description
BuildLogsResponse	buildLogs(BuildLogsRequest request)	Retrieve the logs associated with building the model's environment for a given serving endpoint's served model.
BuildLogsResponse	buildLogs(String name, String servedModelName)
Wait<ServingEndpointDetailed,ServingEndpointDetailed>	create(CreateServingEndpoint request)	Create a new serving endpoint.
Wait<ServingEndpointDetailed,ServingEndpointDetailed>	create(String name, EndpointCoreConfigInput config)
void	delete(DeleteServingEndpointRequest request)	Delete a serving endpoint.
void	delete(String name)
void	exportMetrics(ExportMetricsRequest request)	Retrieve the metrics corresponding to a serving endpoint for the current time in Prometheus or OpenMetrics exposition format.
void	exportMetrics(String name)
ServingEndpointDetailed	get(GetServingEndpointRequest request)	Get a single serving endpoint.
ServingEndpointDetailed	get(String name)
ServingEndpointsService	impl()
ListEndpointsResponse	list()	Retrieve all serving endpoints.
ServerLogsResponse	logs(LogsRequest request)	Retrieve the most recent log lines associated with a given serving endpoint's served model.
ServerLogsResponse	logs(String name, String servedModelName)
QueryEndpointResponse	query(QueryRequest request)	Query a serving endpoint with provided model input.
QueryEndpointResponse	query(String name)
Wait<ServingEndpointDetailed,ServingEndpointDetailed>	updateConfig(EndpointCoreConfigInput request)	Update a serving endpoint with a new config.
Wait<ServingEndpointDetailed,ServingEndpointDetailed>	updateConfig(Collection<ServedModelInput> servedModels, String name)
ServingEndpointDetailed	waitGetServingEndpointNotUpdating(String name)
ServingEndpointDetailed	waitGetServingEndpointNotUpdating(String name, Duration timeout, Consumer<ServingEndpointDetailed> callback)

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

ServingEndpointsAPI

public ServingEndpointsAPI(ApiClient apiClient)

Regular-use constructor

ServingEndpointsAPI

public ServingEndpointsAPI(ServingEndpointsService mock)

Constructor for mocks

Method Detail

waitGetServingEndpointNotUpdating

public ServingEndpointDetailed waitGetServingEndpointNotUpdating(String name)
                                                          throws TimeoutException

Throws:

TimeoutException

waitGetServingEndpointNotUpdating

public ServingEndpointDetailed waitGetServingEndpointNotUpdating(String name,
                                                                 Duration timeout,
                                                                 Consumer<ServingEndpointDetailed> callback)
                                                          throws TimeoutException

Throws:

TimeoutException

buildLogs

public BuildLogsResponse buildLogs(String name,
                                   String servedModelName)

buildLogs

public BuildLogsResponse buildLogs(BuildLogsRequest request)

Retrieve the logs associated with building the model's environment for a given serving endpoint's served model.

Retrieves the build logs associated with the provided served model.

create

public Wait<ServingEndpointDetailed,ServingEndpointDetailed> create(String name,
                                                                          EndpointCoreConfigInput config)

create

public Wait<ServingEndpointDetailed,ServingEndpointDetailed> create(CreateServingEndpoint request)

Create a new serving endpoint.

delete

public void delete(String name)

delete

public void delete(DeleteServingEndpointRequest request)

Delete a serving endpoint.

exportMetrics

public void exportMetrics(String name)

exportMetrics

public void exportMetrics(ExportMetricsRequest request)

Retrieve the metrics corresponding to a serving endpoint for the current time in Prometheus or OpenMetrics exposition format.

Retrieves the metrics associated with the provided serving endpoint in either Prometheus or OpenMetrics exposition format.

get

public ServingEndpointDetailed get(String name)

get

public ServingEndpointDetailed get(GetServingEndpointRequest request)

Get a single serving endpoint.

Retrieves the details for a single serving endpoint.

list

public ListEndpointsResponse list()

Retrieve all serving endpoints.

logs

public ServerLogsResponse logs(String name,
                               String servedModelName)

logs

public ServerLogsResponse logs(LogsRequest request)

Retrieve the most recent log lines associated with a given serving endpoint's served model.

Retrieves the service logs associated with the provided served model.

query

public QueryEndpointResponse query(String name)

query

public QueryEndpointResponse query(QueryRequest request)

Query a serving endpoint with provided model input.

updateConfig

public Wait<ServingEndpointDetailed,ServingEndpointDetailed> updateConfig(Collection<ServedModelInput> servedModels,
                                                                                String name)

updateConfig

public Wait<ServingEndpointDetailed,ServingEndpointDetailed> updateConfig(EndpointCoreConfigInput request)

Update a serving endpoint with a new config.

Updates any combination of the serving endpoint's served models, the compute configuration of those served models, and the endpoint's traffic config. An endpoint that already has an update in progress can not be updated until the current update completes or fails.

impl

public ServingEndpointsService impl()