Endpoint
Provides a SageMaker endpoint configuration resource.
Example Usage
Basic usage:
package generated_program;
import com.pulumi.Context;
import com.pulumi.Pulumi;
import com.pulumi.core.Output;
import com.pulumi.aws.sagemaker.EndpointConfiguration;
import com.pulumi.aws.sagemaker.EndpointConfigurationArgs;
import com.pulumi.aws.sagemaker.inputs.EndpointConfigurationProductionVariantArgs;
import java.util.List;
import java.util.ArrayList;
import java.util.Map;
import java.io.File;
import java.nio.file.Files;
import java.nio.file.Paths;
public class App {
public static void main(String[] args) {
Pulumi.run(App::stack);
}
public static void stack(Context ctx) {
var ec = new EndpointConfiguration("ec", EndpointConfigurationArgs.builder()
.productionVariants(EndpointConfigurationProductionVariantArgs.builder()
.variantName("variant-1")
.modelName(aws_sagemaker_model.m().name())
.initialInstanceCount(1)
.instanceType("ml.t2.medium")
.build())
.tags(Map.of("Name", "foo"))
.build());
}
}Import
Endpoint configurations can be imported using the name, e.g.,
$ pulumi import aws:sagemaker/endpointConfiguration:EndpointConfiguration test_endpoint_config endpoint-config-fooConstructors
Properties
Specifies configuration for how an endpoint performs asynchronous inference.
Specifies the parameters to capture input/output of SageMaker models endpoints. Fields are documented below.
Creates a unique endpoint configuration name beginning with the specified prefix. Conflicts with name.
An list of ProductionVariant objects, one for each model that you want to host at this endpoint. Fields are documented below.
Array of ProductionVariant objects. There is one for each model that you want to host at this endpoint in shadow mode with production traffic replicated from the model specified on ProductionVariants.If you use this field, you can only specify one variant for ProductionVariants and one variant for ShadowProductionVariants. Fields are documented below.