Package com.pulumi.aws.sagemaker

Class DataQualityJobDefinition

  • public class DataQualityJobDefinition
extends com.pulumi.resources.CustomResource
    Provides a SageMaker AI 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.ArrayList;
 import java.util.Arrays;
 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(monitor.registryPath())
                 .build())
             .dataQualityJobInput(DataQualityJobDefinitionDataQualityJobInputArgs.builder()
                 .endpointInput(DataQualityJobDefinitionDataQualityJobInputEndpointInputArgs.builder()
                     .endpointName(myEndpoint.name())
                     .build())
                 .build())
             .dataQualityJobOutputConfig(DataQualityJobDefinitionDataQualityJobOutputConfigArgs.builder()
                 .monitoringOutputs(DataQualityJobDefinitionDataQualityJobOutputConfigMonitoringOutputsArgs.builder()
                     .s3Output(DataQualityJobDefinitionDataQualityJobOutputConfigMonitoringOutputsS3OutputArgs.builder()
                         .s3Uri(String.format("https://%s/output", myBucket.bucketRegionalDomainName()))
                         .build())
                     .build())
                 .build())
             .jobResources(DataQualityJobDefinitionJobResourcesArgs.builder()
                 .clusterConfig(DataQualityJobDefinitionJobResourcesClusterConfigArgs.builder()
                     .instanceCount(1)
                     .instanceType("ml.t3.medium")
                     .volumeSizeInGb(20)
                     .build())
                 .build())
             .name("my-data-quality-job-definition")
             .roleArn(myRole.arn())
             .build());
 
     }
 }
    ## Import Using `pulumi import`, import data quality job definitions using the `name`. For example: ```sh $ pulumi import aws:sagemaker/dataQualityJobDefinition:DataQualityJobDefinition test_data_quality_job_definition data-quality-job-definition-foo ```

    • Constructor Detail

      • DataQualityJobDefinition

        public DataQualityJobDefinition​(java.lang.String name)
        Parameters:
        name - The _unique_ name of the resulting resource.

      • DataQualityJobDefinition

        public DataQualityJobDefinition​(java.lang.String name,
                                DataQualityJobDefinitionArgs args)
        Parameters:
        name - The _unique_ name of the resulting resource.
        args - The arguments to use to populate this resource's properties.

      • DataQualityJobDefinition

        public DataQualityJobDefinition​(java.lang.String name,
                                DataQualityJobDefinitionArgs args,
                                @Nullable
                                com.pulumi.resources.CustomResourceOptions options)
        Parameters:
        name - The _unique_ name of the resulting resource.
        args - The arguments to use to populate this resource's properties.
        options - A bag of options that control this resource's behavior.

    • Method Detail

      • arn

        public com.pulumi.core.Output<java.lang.String> arn()
        Returns:
        ARN assigned by AWS to this data quality job definition.

      • dataQualityBaselineConfig

        public com.pulumi.core.Output<java.util.Optional<DataQualityJobDefinitionDataQualityBaselineConfig>> dataQualityBaselineConfig()
        Returns:
        Configures the constraints and baselines for the monitoring job. Fields are documented below.

      • jobResources

        public com.pulumi.core.Output<DataQualityJobDefinitionJobResources> jobResources()
        Returns:
        Identifies the resources to deploy for a monitoring job. Fields are documented below.

      • name

        public com.pulumi.core.Output<java.lang.String> name()
        Returns:
        The name of the data quality job definition. If omitted, the provider will assign a random, unique name.

      • networkConfig

        public com.pulumi.core.Output<java.util.Optional<DataQualityJobDefinitionNetworkConfig>> networkConfig()
        Returns:
        Specifies networking configuration for the monitoring job. Fields are documented below.

      • region

        public com.pulumi.core.Output<java.lang.String> region()
        Returns:
        Region where this resource will be [managed](https://docs.aws.amazon.com/general/latest/gr/rande.html#regional-endpoints). Defaults to the Region set in the provider configuration.

      • roleArn

        public com.pulumi.core.Output<java.lang.String> roleArn()
        Returns:
        ARN of an IAM role that Amazon SageMaker AI can assume to perform tasks on your behalf.

      • stoppingCondition

        public com.pulumi.core.Output<DataQualityJobDefinitionStoppingCondition> stoppingCondition()
        Returns:
        A time limit for how long the monitoring job is allowed to run before stopping. Fields are documented below.

      • tags

        public com.pulumi.core.Output<java.util.Optional<java.util.Map<java.lang.String,​java.lang.String>>> tags()
        Returns:
        A mapping of tags to assign to the resource. If configured with a provider `defaultTags` configuration block present, tags with matching keys will overwrite those defined at the provider-level.

      • tagsAll

        public com.pulumi.core.Output<java.util.Map<java.lang.String,​java.lang.String>> tagsAll()
        Returns:
        A map of tags assigned to the resource, including those inherited from the provider `defaultTags` configuration block.

      • get

        public static DataQualityJobDefinition get​(java.lang.String name,
                                           com.pulumi.core.Output<java.lang.String> id,
                                           @Nullable
                                           DataQualityJobDefinitionState state,
                                           @Nullable
                                           com.pulumi.resources.CustomResourceOptions options)
        Get an existing Host resource's state with the given name, ID, and optional extra properties used to qualify the lookup.
        Parameters:
        name - The _unique_ name of the resulting resource.
        id - The _unique_ provider ID of the resource to lookup.
        state -
        options - Optional settings to control the behavior of the CustomResource.