Package com.databricks.sdk.service.serving

Interface ServingEndpointsService

@Generated
public interface ServingEndpointsService

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.

This is the high-level interface, that contains generated methods.

Evolving: this interface is under development. Method signatures may change.

Method Summary

Modifier and Type	Method	Description
BuildLogsResponse	buildLogs(BuildLogsRequest buildLogsRequest)	Retrieve the logs associated with building the model's environment for a given serving endpoint's served model.
ServingEndpointDetailed	create(CreateServingEndpoint createServingEndpoint)	Create a new serving endpoint.
void	delete(DeleteServingEndpointRequest deleteServingEndpointRequest)	Delete a serving endpoint.
void	exportMetrics(ExportMetricsRequest exportMetricsRequest)	Retrieve the metrics corresponding to a serving endpoint for the current time in Prometheus or OpenMetrics exposition format.
ServingEndpointDetailed	get(GetServingEndpointRequest getServingEndpointRequest)	Get a single serving endpoint.
ListEndpointsResponse	list()	Retrieve all serving endpoints.
ServerLogsResponse	logs(LogsRequest logsRequest)	Retrieve the most recent log lines associated with a given serving endpoint's served model.
QueryEndpointResponse	query(QueryRequest queryRequest)	Query a serving endpoint with provided model input.
ServingEndpointDetailed	updateConfig(EndpointCoreConfigInput endpointCoreConfigInput)	Update a serving endpoint with a new config.

Method Detail

buildLogs

BuildLogsResponse buildLogs(BuildLogsRequest buildLogsRequest)

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

ServingEndpointDetailed create(CreateServingEndpoint createServingEndpoint)

Create a new serving endpoint.

delete

void delete(DeleteServingEndpointRequest deleteServingEndpointRequest)

Delete a serving endpoint.

exportMetrics

void exportMetrics(ExportMetricsRequest exportMetricsRequest)

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

ServingEndpointDetailed get(GetServingEndpointRequest getServingEndpointRequest)

Get a single serving endpoint.

Retrieves the details for a single serving endpoint.

list

ListEndpointsResponse list()

Retrieve all serving endpoints.

logs

ServerLogsResponse logs(LogsRequest logsRequest)

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

QueryEndpointResponse query(QueryRequest queryRequest)

Query a serving endpoint with provided model input.

updateConfig

ServingEndpointDetailed updateConfig(EndpointCoreConfigInput endpointCoreConfigInput)

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.