/* * Copyright 2018-2023 Amazon.com, Inc. or its affiliates. All Rights Reserved. * * Licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except in compliance with * the License. A copy of the License is located at * * http://aws.amazon.com/apache2.0 * * or in the "license" file accompanying this file. This file is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR * CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions * and limitations under the License. */ package com.amazonaws.services.sagemaker.model; import java.io.Serializable; import javax.annotation.Generated; import com.amazonaws.AmazonWebServiceRequest; /** * * @see AWS API Documentation */ @Generated("com.amazonaws:aws-java-sdk-code-generator") public class CreateModelQualityJobDefinitionRequest extends com.amazonaws.AmazonWebServiceRequest implements Serializable, Cloneable { /** *
* The name of the monitoring job definition. *
*/ private String jobDefinitionName; /** ** Specifies the constraints and baselines for the monitoring job. *
*/ private ModelQualityBaselineConfig modelQualityBaselineConfig; /** ** The container that runs the monitoring job. *
*/ private ModelQualityAppSpecification modelQualityAppSpecification; /** ** A list of the inputs that are monitored. Currently endpoints are supported. *
*/ private ModelQualityJobInput modelQualityJobInput; private MonitoringOutputConfig modelQualityJobOutputConfig; private MonitoringResources jobResources; /** ** Specifies the network configuration for the monitoring job. *
*/ private MonitoringNetworkConfig networkConfig; /** ** The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf. *
*/ private String roleArn; private MonitoringStoppingCondition stoppingCondition; /** ** (Optional) An array of key-value pairs. For more information, see Using * Cost Allocation Tags in the Amazon Web Services Billing and Cost Management User Guide. *
*/ private java.util.List* The name of the monitoring job definition. *
* * @param jobDefinitionName * The name of the monitoring job definition. */ public void setJobDefinitionName(String jobDefinitionName) { this.jobDefinitionName = jobDefinitionName; } /** ** The name of the monitoring job definition. *
* * @return The name of the monitoring job definition. */ public String getJobDefinitionName() { return this.jobDefinitionName; } /** ** The name of the monitoring job definition. *
* * @param jobDefinitionName * The name of the monitoring job definition. * @return Returns a reference to this object so that method calls can be chained together. */ public CreateModelQualityJobDefinitionRequest withJobDefinitionName(String jobDefinitionName) { setJobDefinitionName(jobDefinitionName); return this; } /** ** Specifies the constraints and baselines for the monitoring job. *
* * @param modelQualityBaselineConfig * Specifies the constraints and baselines for the monitoring job. */ public void setModelQualityBaselineConfig(ModelQualityBaselineConfig modelQualityBaselineConfig) { this.modelQualityBaselineConfig = modelQualityBaselineConfig; } /** ** Specifies the constraints and baselines for the monitoring job. *
* * @return Specifies the constraints and baselines for the monitoring job. */ public ModelQualityBaselineConfig getModelQualityBaselineConfig() { return this.modelQualityBaselineConfig; } /** ** Specifies the constraints and baselines for the monitoring job. *
* * @param modelQualityBaselineConfig * Specifies the constraints and baselines for the monitoring job. * @return Returns a reference to this object so that method calls can be chained together. */ public CreateModelQualityJobDefinitionRequest withModelQualityBaselineConfig(ModelQualityBaselineConfig modelQualityBaselineConfig) { setModelQualityBaselineConfig(modelQualityBaselineConfig); return this; } /** ** The container that runs the monitoring job. *
* * @param modelQualityAppSpecification * The container that runs the monitoring job. */ public void setModelQualityAppSpecification(ModelQualityAppSpecification modelQualityAppSpecification) { this.modelQualityAppSpecification = modelQualityAppSpecification; } /** ** The container that runs the monitoring job. *
* * @return The container that runs the monitoring job. */ public ModelQualityAppSpecification getModelQualityAppSpecification() { return this.modelQualityAppSpecification; } /** ** The container that runs the monitoring job. *
* * @param modelQualityAppSpecification * The container that runs the monitoring job. * @return Returns a reference to this object so that method calls can be chained together. */ public CreateModelQualityJobDefinitionRequest withModelQualityAppSpecification(ModelQualityAppSpecification modelQualityAppSpecification) { setModelQualityAppSpecification(modelQualityAppSpecification); return this; } /** ** A list of the inputs that are monitored. Currently endpoints are supported. *
* * @param modelQualityJobInput * A list of the inputs that are monitored. Currently endpoints are supported. */ public void setModelQualityJobInput(ModelQualityJobInput modelQualityJobInput) { this.modelQualityJobInput = modelQualityJobInput; } /** ** A list of the inputs that are monitored. Currently endpoints are supported. *
* * @return A list of the inputs that are monitored. Currently endpoints are supported. */ public ModelQualityJobInput getModelQualityJobInput() { return this.modelQualityJobInput; } /** ** A list of the inputs that are monitored. Currently endpoints are supported. *
* * @param modelQualityJobInput * A list of the inputs that are monitored. Currently endpoints are supported. * @return Returns a reference to this object so that method calls can be chained together. */ public CreateModelQualityJobDefinitionRequest withModelQualityJobInput(ModelQualityJobInput modelQualityJobInput) { setModelQualityJobInput(modelQualityJobInput); return this; } /** * @param modelQualityJobOutputConfig */ public void setModelQualityJobOutputConfig(MonitoringOutputConfig modelQualityJobOutputConfig) { this.modelQualityJobOutputConfig = modelQualityJobOutputConfig; } /** * @return */ public MonitoringOutputConfig getModelQualityJobOutputConfig() { return this.modelQualityJobOutputConfig; } /** * @param modelQualityJobOutputConfig * @return Returns a reference to this object so that method calls can be chained together. */ public CreateModelQualityJobDefinitionRequest withModelQualityJobOutputConfig(MonitoringOutputConfig modelQualityJobOutputConfig) { setModelQualityJobOutputConfig(modelQualityJobOutputConfig); return this; } /** * @param jobResources */ public void setJobResources(MonitoringResources jobResources) { this.jobResources = jobResources; } /** * @return */ public MonitoringResources getJobResources() { return this.jobResources; } /** * @param jobResources * @return Returns a reference to this object so that method calls can be chained together. */ public CreateModelQualityJobDefinitionRequest withJobResources(MonitoringResources jobResources) { setJobResources(jobResources); return this; } /** ** Specifies the network configuration for the monitoring job. *
* * @param networkConfig * Specifies the network configuration for the monitoring job. */ public void setNetworkConfig(MonitoringNetworkConfig networkConfig) { this.networkConfig = networkConfig; } /** ** Specifies the network configuration for the monitoring job. *
* * @return Specifies the network configuration for the monitoring job. */ public MonitoringNetworkConfig getNetworkConfig() { return this.networkConfig; } /** ** Specifies the network configuration for the monitoring job. *
* * @param networkConfig * Specifies the network configuration for the monitoring job. * @return Returns a reference to this object so that method calls can be chained together. */ public CreateModelQualityJobDefinitionRequest withNetworkConfig(MonitoringNetworkConfig networkConfig) { setNetworkConfig(networkConfig); return this; } /** ** The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf. *
* * @param roleArn * The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your * behalf. */ public void setRoleArn(String roleArn) { this.roleArn = roleArn; } /** ** The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf. *
* * @return The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your * behalf. */ public String getRoleArn() { return this.roleArn; } /** ** The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf. *
* * @param roleArn * The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your * behalf. * @return Returns a reference to this object so that method calls can be chained together. */ public CreateModelQualityJobDefinitionRequest withRoleArn(String roleArn) { setRoleArn(roleArn); return this; } /** * @param stoppingCondition */ public void setStoppingCondition(MonitoringStoppingCondition stoppingCondition) { this.stoppingCondition = stoppingCondition; } /** * @return */ public MonitoringStoppingCondition getStoppingCondition() { return this.stoppingCondition; } /** * @param stoppingCondition * @return Returns a reference to this object so that method calls can be chained together. */ public CreateModelQualityJobDefinitionRequest withStoppingCondition(MonitoringStoppingCondition stoppingCondition) { setStoppingCondition(stoppingCondition); return this; } /** ** (Optional) An array of key-value pairs. For more information, see Using * Cost Allocation Tags in the Amazon Web Services Billing and Cost Management User Guide. *
* * @return (Optional) An array of key-value pairs. For more information, see Using Cost Allocation Tags in the Amazon Web Services Billing and Cost Management User Guide. */ public java.util.List* (Optional) An array of key-value pairs. For more information, see Using * Cost Allocation Tags in the Amazon Web Services Billing and Cost Management User Guide. *
* * @param tags * (Optional) An array of key-value pairs. For more information, see Using Cost Allocation Tags in the Amazon Web Services Billing and Cost Management User Guide. */ public void setTags(java.util.Collection* (Optional) An array of key-value pairs. For more information, see Using * Cost Allocation Tags in the Amazon Web Services Billing and Cost Management User Guide. *
** NOTE: This method appends the values to the existing list (if any). Use * {@link #setTags(java.util.Collection)} or {@link #withTags(java.util.Collection)} if you want to override the * existing values. *
* * @param tags * (Optional) An array of key-value pairs. For more information, see Using Cost Allocation Tags in the Amazon Web Services Billing and Cost Management User Guide. * @return Returns a reference to this object so that method calls can be chained together. */ public CreateModelQualityJobDefinitionRequest withTags(Tag... tags) { if (this.tags == null) { setTags(new java.util.ArrayList* (Optional) An array of key-value pairs. For more information, see Using * Cost Allocation Tags in the Amazon Web Services Billing and Cost Management User Guide. *
* * @param tags * (Optional) An array of key-value pairs. For more information, see Using Cost Allocation Tags in the Amazon Web Services Billing and Cost Management User Guide. * @return Returns a reference to this object so that method calls can be chained together. */ public CreateModelQualityJobDefinitionRequest withTags(java.util.Collection