com.databricks.sdk.service.serving.ServingEndpointsService Maven / Gradle / Ivy
// Code generated from OpenAPI specs by Databricks SDK Generator. DO NOT EDIT.
package com.databricks.sdk.service.serving;
import com.databricks.sdk.support.Generated;
/**
* 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.
*/
@Generated
public interface ServingEndpointsService {
/**
* 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.
*/
BuildLogsResponse buildLogs(BuildLogsRequest buildLogsRequest);
/** Create a new serving endpoint. */
ServingEndpointDetailed create(CreateServingEndpoint createServingEndpoint);
/** Delete a serving endpoint. */
void delete(DeleteServingEndpointRequest deleteServingEndpointRequest);
/**
* 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.
*/
void exportMetrics(ExportMetricsRequest exportMetricsRequest);
/**
* Get a single serving endpoint.
*
*
Retrieves the details for a single serving endpoint.
*/
ServingEndpointDetailed get(GetServingEndpointRequest getServingEndpointRequest);
/** Retrieve all serving endpoints. */
ListEndpointsResponse list();
/**
* 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.
*/
ServerLogsResponse logs(LogsRequest logsRequest);
/** Query a serving endpoint with provided model input. */
QueryEndpointResponse query(QueryRequest queryRequest);
/**
* 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.
*/
ServingEndpointDetailed updateConfig(EndpointCoreConfigInput endpointCoreConfigInput);
}