pulumi-aws-kotlin/com.pulumi.aws.sagemaker.kotlin/DataQualityJobDefinition

DataQualityJobDefinition

class DataQualityJobDefinition : KotlinCustomResource

Provides a SageMaker data quality job definition 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.DataQualityJobDefinition;
import com.pulumi.aws.sagemaker.DataQualityJobDefinitionArgs;
import com.pulumi.aws.sagemaker.inputs.DataQualityJobDefinitionDataQualityAppSpecificationArgs;
import com.pulumi.aws.sagemaker.inputs.DataQualityJobDefinitionDataQualityJobInputArgs;
import com.pulumi.aws.sagemaker.inputs.DataQualityJobDefinitionDataQualityJobInputEndpointInputArgs;
import com.pulumi.aws.sagemaker.inputs.DataQualityJobDefinitionDataQualityJobOutputConfigArgs;
import com.pulumi.aws.sagemaker.inputs.DataQualityJobDefinitionDataQualityJobOutputConfigMonitoringOutputsArgs;
import com.pulumi.aws.sagemaker.inputs.DataQualityJobDefinitionDataQualityJobOutputConfigMonitoringOutputsS3OutputArgs;
import com.pulumi.aws.sagemaker.inputs.DataQualityJobDefinitionJobResourcesArgs;
import com.pulumi.aws.sagemaker.inputs.DataQualityJobDefinitionJobResourcesClusterConfigArgs;
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 test = new DataQualityJobDefinition("test", DataQualityJobDefinitionArgs.builder()
            .dataQualityAppSpecification(DataQualityJobDefinitionDataQualityAppSpecificationArgs.builder()
                .imageUri(data.aws_sagemaker_prebuilt_ecr_image().monitor().registry_path())
                .build())
            .dataQualityJobInput(DataQualityJobDefinitionDataQualityJobInputArgs.builder()
                .endpointInput(DataQualityJobDefinitionDataQualityJobInputEndpointInputArgs.builder()
                    .endpointName(aws_sagemaker_endpoint.my_endpoint().name())
                    .build())
                .build())
            .dataQualityJobOutputConfig(DataQualityJobDefinitionDataQualityJobOutputConfigArgs.builder()
                .monitoringOutputs(DataQualityJobDefinitionDataQualityJobOutputConfigMonitoringOutputsArgs.builder()
                    .s3Output(DataQualityJobDefinitionDataQualityJobOutputConfigMonitoringOutputsS3OutputArgs.builder()
                        .s3Uri(String.format("https://%s/output", aws_s3_bucket.my_bucket().bucket_regional_domain_name()))
                        .build())
                    .build())
                .build())
            .jobResources(DataQualityJobDefinitionJobResourcesArgs.builder()
                .clusterConfig(DataQualityJobDefinitionJobResourcesClusterConfigArgs.builder()
                    .instanceCount(1)
                    .instanceType("ml.t3.medium")
                    .volumeSizeInGb(20)
                    .build())
                .build())
            .roleArn(aws_iam_role.my_role().arn())
            .build());
    }
}

Import

Data quality job definitions can be imported using the name, e.g.,

$ pulumi import aws:sagemaker/dataQualityJobDefinition:DataQualityJobDefinition test_data_quality_job_definition data-quality-job-definition-foo

Properties

arn

val arn: Output<String>

The Amazon Resource Name (ARN) assigned by AWS to this data quality job definition.

dataQualityAppSpecification

val dataQualityAppSpecification: Output<DataQualityJobDefinitionDataQualityAppSpecification>

Specifies the container that runs the monitoring job. Fields are documented below.

dataQualityBaselineConfig

val dataQualityBaselineConfig: Output<DataQualityJobDefinitionDataQualityBaselineConfig>?

Configures the constraints and baselines for the monitoring job. Fields are documented below.

dataQualityJobInput

val dataQualityJobInput: Output<DataQualityJobDefinitionDataQualityJobInput>

A list of inputs for the monitoring job. Fields are documented below.

dataQualityJobOutputConfig

val dataQualityJobOutputConfig: Output<DataQualityJobDefinitionDataQualityJobOutputConfig>

The output configuration for monitoring jobs. Fields are documented below.

val id: Output<String>

jobResources

val jobResources: Output<DataQualityJobDefinitionJobResources>

Identifies the resources to deploy for a monitoring job. Fields are documented below.

name

val name: Output<String>

The name of the data quality job definition. If omitted, the provider will assign a random, unique name.

networkConfig

val networkConfig: Output<DataQualityJobDefinitionNetworkConfig>?

Specifies networking configuration for the monitoring job. Fields are documented below.

pulumiChildResources

val pulumiChildResources: Set<KotlinResource>

pulumiResourceName

val pulumiResourceName: String

pulumiResourceType

val pulumiResourceType: String

roleArn

val roleArn: Output<String>

The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf.

stoppingCondition

val stoppingCondition: Output<DataQualityJobDefinitionStoppingCondition>

A time limit for how long the monitoring job is allowed to run before stopping. Fields are documented below.