/* * 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 CreateModelExplainabilityJobDefinitionRequest extends com.amazonaws.AmazonWebServiceRequest implements Serializable, Cloneable { /** *

* The name of the model explainability job definition. The name must be unique within an Amazon Web Services Region * in the Amazon Web Services account. *

*/ private String jobDefinitionName; /** *

* The baseline configuration for a model explainability job. *

*/ private ModelExplainabilityBaselineConfig modelExplainabilityBaselineConfig; /** *

* Configures the model explainability job to run a specified Docker container image. *

*/ private ModelExplainabilityAppSpecification modelExplainabilityAppSpecification; /** *

* Inputs for the model explainability job. *

*/ private ModelExplainabilityJobInput modelExplainabilityJobInput; private MonitoringOutputConfig modelExplainabilityJobOutputConfig; private MonitoringResources jobResources; /** *

* Networking options for a model explainability 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 tags; /** *

* The name of the model explainability job definition. The name must be unique within an Amazon Web Services Region * in the Amazon Web Services account. *

* * @param jobDefinitionName * The name of the model explainability job definition. The name must be unique within an Amazon Web Services * Region in the Amazon Web Services account. */ public void setJobDefinitionName(String jobDefinitionName) { this.jobDefinitionName = jobDefinitionName; } /** *

* The name of the model explainability job definition. The name must be unique within an Amazon Web Services Region * in the Amazon Web Services account. *

* * @return The name of the model explainability job definition. The name must be unique within an Amazon Web * Services Region in the Amazon Web Services account. */ public String getJobDefinitionName() { return this.jobDefinitionName; } /** *

* The name of the model explainability job definition. The name must be unique within an Amazon Web Services Region * in the Amazon Web Services account. *

* * @param jobDefinitionName * The name of the model explainability job definition. The name must be unique within an Amazon Web Services * Region in the Amazon Web Services account. * @return Returns a reference to this object so that method calls can be chained together. */ public CreateModelExplainabilityJobDefinitionRequest withJobDefinitionName(String jobDefinitionName) { setJobDefinitionName(jobDefinitionName); return this; } /** *

* The baseline configuration for a model explainability job. *

* * @param modelExplainabilityBaselineConfig * The baseline configuration for a model explainability job. */ public void setModelExplainabilityBaselineConfig(ModelExplainabilityBaselineConfig modelExplainabilityBaselineConfig) { this.modelExplainabilityBaselineConfig = modelExplainabilityBaselineConfig; } /** *

* The baseline configuration for a model explainability job. *

* * @return The baseline configuration for a model explainability job. */ public ModelExplainabilityBaselineConfig getModelExplainabilityBaselineConfig() { return this.modelExplainabilityBaselineConfig; } /** *

* The baseline configuration for a model explainability job. *

* * @param modelExplainabilityBaselineConfig * The baseline configuration for a model explainability job. * @return Returns a reference to this object so that method calls can be chained together. */ public CreateModelExplainabilityJobDefinitionRequest withModelExplainabilityBaselineConfig( ModelExplainabilityBaselineConfig modelExplainabilityBaselineConfig) { setModelExplainabilityBaselineConfig(modelExplainabilityBaselineConfig); return this; } /** *

* Configures the model explainability job to run a specified Docker container image. *

* * @param modelExplainabilityAppSpecification * Configures the model explainability job to run a specified Docker container image. */ public void setModelExplainabilityAppSpecification(ModelExplainabilityAppSpecification modelExplainabilityAppSpecification) { this.modelExplainabilityAppSpecification = modelExplainabilityAppSpecification; } /** *

* Configures the model explainability job to run a specified Docker container image. *

* * @return Configures the model explainability job to run a specified Docker container image. */ public ModelExplainabilityAppSpecification getModelExplainabilityAppSpecification() { return this.modelExplainabilityAppSpecification; } /** *

* Configures the model explainability job to run a specified Docker container image. *

* * @param modelExplainabilityAppSpecification * Configures the model explainability job to run a specified Docker container image. * @return Returns a reference to this object so that method calls can be chained together. */ public CreateModelExplainabilityJobDefinitionRequest withModelExplainabilityAppSpecification( ModelExplainabilityAppSpecification modelExplainabilityAppSpecification) { setModelExplainabilityAppSpecification(modelExplainabilityAppSpecification); return this; } /** *

* Inputs for the model explainability job. *

* * @param modelExplainabilityJobInput * Inputs for the model explainability job. */ public void setModelExplainabilityJobInput(ModelExplainabilityJobInput modelExplainabilityJobInput) { this.modelExplainabilityJobInput = modelExplainabilityJobInput; } /** *

* Inputs for the model explainability job. *

* * @return Inputs for the model explainability job. */ public ModelExplainabilityJobInput getModelExplainabilityJobInput() { return this.modelExplainabilityJobInput; } /** *

* Inputs for the model explainability job. *

* * @param modelExplainabilityJobInput * Inputs for the model explainability job. * @return Returns a reference to this object so that method calls can be chained together. */ public CreateModelExplainabilityJobDefinitionRequest withModelExplainabilityJobInput(ModelExplainabilityJobInput modelExplainabilityJobInput) { setModelExplainabilityJobInput(modelExplainabilityJobInput); return this; } /** * @param modelExplainabilityJobOutputConfig */ public void setModelExplainabilityJobOutputConfig(MonitoringOutputConfig modelExplainabilityJobOutputConfig) { this.modelExplainabilityJobOutputConfig = modelExplainabilityJobOutputConfig; } /** * @return */ public MonitoringOutputConfig getModelExplainabilityJobOutputConfig() { return this.modelExplainabilityJobOutputConfig; } /** * @param modelExplainabilityJobOutputConfig * @return Returns a reference to this object so that method calls can be chained together. */ public CreateModelExplainabilityJobDefinitionRequest withModelExplainabilityJobOutputConfig(MonitoringOutputConfig modelExplainabilityJobOutputConfig) { setModelExplainabilityJobOutputConfig(modelExplainabilityJobOutputConfig); 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 CreateModelExplainabilityJobDefinitionRequest withJobResources(MonitoringResources jobResources) { setJobResources(jobResources); return this; } /** *

* Networking options for a model explainability job. *

* * @param networkConfig * Networking options for a model explainability job. */ public void setNetworkConfig(MonitoringNetworkConfig networkConfig) { this.networkConfig = networkConfig; } /** *

* Networking options for a model explainability job. *

* * @return Networking options for a model explainability job. */ public MonitoringNetworkConfig getNetworkConfig() { return this.networkConfig; } /** *

* Networking options for a model explainability job. *

* * @param networkConfig * Networking options for a model explainability job. * @return Returns a reference to this object so that method calls can be chained together. */ public CreateModelExplainabilityJobDefinitionRequest 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 CreateModelExplainabilityJobDefinitionRequest 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 CreateModelExplainabilityJobDefinitionRequest 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 getTags() { return 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. *

* * @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 tags) { if (tags == null) { this.tags = null; return; } this.tags = new java.util.ArrayList(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. *

*

* 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 CreateModelExplainabilityJobDefinitionRequest withTags(Tag... tags) { if (this.tags == null) { setTags(new java.util.ArrayList(tags.length)); } for (Tag ele : tags) { this.tags.add(ele); } 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. *

* * @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 CreateModelExplainabilityJobDefinitionRequest withTags(java.util.Collection tags) { setTags(tags); return this; } /** * Returns a string representation of this object. This is useful for testing and debugging. Sensitive data will be * redacted from this string using a placeholder value. * * @return A string representation of this object. * * @see java.lang.Object#toString() */ @Override public String toString() { StringBuilder sb = new StringBuilder(); sb.append("{"); if (getJobDefinitionName() != null) sb.append("JobDefinitionName: ").append(getJobDefinitionName()).append(","); if (getModelExplainabilityBaselineConfig() != null) sb.append("ModelExplainabilityBaselineConfig: ").append(getModelExplainabilityBaselineConfig()).append(","); if (getModelExplainabilityAppSpecification() != null) sb.append("ModelExplainabilityAppSpecification: ").append(getModelExplainabilityAppSpecification()).append(","); if (getModelExplainabilityJobInput() != null) sb.append("ModelExplainabilityJobInput: ").append(getModelExplainabilityJobInput()).append(","); if (getModelExplainabilityJobOutputConfig() != null) sb.append("ModelExplainabilityJobOutputConfig: ").append(getModelExplainabilityJobOutputConfig()).append(","); if (getJobResources() != null) sb.append("JobResources: ").append(getJobResources()).append(","); if (getNetworkConfig() != null) sb.append("NetworkConfig: ").append(getNetworkConfig()).append(","); if (getRoleArn() != null) sb.append("RoleArn: ").append(getRoleArn()).append(","); if (getStoppingCondition() != null) sb.append("StoppingCondition: ").append(getStoppingCondition()).append(","); if (getTags() != null) sb.append("Tags: ").append(getTags()); sb.append("}"); return sb.toString(); } @Override public boolean equals(Object obj) { if (this == obj) return true; if (obj == null) return false; if (obj instanceof CreateModelExplainabilityJobDefinitionRequest == false) return false; CreateModelExplainabilityJobDefinitionRequest other = (CreateModelExplainabilityJobDefinitionRequest) obj; if (other.getJobDefinitionName() == null ^ this.getJobDefinitionName() == null) return false; if (other.getJobDefinitionName() != null && other.getJobDefinitionName().equals(this.getJobDefinitionName()) == false) return false; if (other.getModelExplainabilityBaselineConfig() == null ^ this.getModelExplainabilityBaselineConfig() == null) return false; if (other.getModelExplainabilityBaselineConfig() != null && other.getModelExplainabilityBaselineConfig().equals(this.getModelExplainabilityBaselineConfig()) == false) return false; if (other.getModelExplainabilityAppSpecification() == null ^ this.getModelExplainabilityAppSpecification() == null) return false; if (other.getModelExplainabilityAppSpecification() != null && other.getModelExplainabilityAppSpecification().equals(this.getModelExplainabilityAppSpecification()) == false) return false; if (other.getModelExplainabilityJobInput() == null ^ this.getModelExplainabilityJobInput() == null) return false; if (other.getModelExplainabilityJobInput() != null && other.getModelExplainabilityJobInput().equals(this.getModelExplainabilityJobInput()) == false) return false; if (other.getModelExplainabilityJobOutputConfig() == null ^ this.getModelExplainabilityJobOutputConfig() == null) return false; if (other.getModelExplainabilityJobOutputConfig() != null && other.getModelExplainabilityJobOutputConfig().equals(this.getModelExplainabilityJobOutputConfig()) == false) return false; if (other.getJobResources() == null ^ this.getJobResources() == null) return false; if (other.getJobResources() != null && other.getJobResources().equals(this.getJobResources()) == false) return false; if (other.getNetworkConfig() == null ^ this.getNetworkConfig() == null) return false; if (other.getNetworkConfig() != null && other.getNetworkConfig().equals(this.getNetworkConfig()) == false) return false; if (other.getRoleArn() == null ^ this.getRoleArn() == null) return false; if (other.getRoleArn() != null && other.getRoleArn().equals(this.getRoleArn()) == false) return false; if (other.getStoppingCondition() == null ^ this.getStoppingCondition() == null) return false; if (other.getStoppingCondition() != null && other.getStoppingCondition().equals(this.getStoppingCondition()) == false) return false; if (other.getTags() == null ^ this.getTags() == null) return false; if (other.getTags() != null && other.getTags().equals(this.getTags()) == false) return false; return true; } @Override public int hashCode() { final int prime = 31; int hashCode = 1; hashCode = prime * hashCode + ((getJobDefinitionName() == null) ? 0 : getJobDefinitionName().hashCode()); hashCode = prime * hashCode + ((getModelExplainabilityBaselineConfig() == null) ? 0 : getModelExplainabilityBaselineConfig().hashCode()); hashCode = prime * hashCode + ((getModelExplainabilityAppSpecification() == null) ? 0 : getModelExplainabilityAppSpecification().hashCode()); hashCode = prime * hashCode + ((getModelExplainabilityJobInput() == null) ? 0 : getModelExplainabilityJobInput().hashCode()); hashCode = prime * hashCode + ((getModelExplainabilityJobOutputConfig() == null) ? 0 : getModelExplainabilityJobOutputConfig().hashCode()); hashCode = prime * hashCode + ((getJobResources() == null) ? 0 : getJobResources().hashCode()); hashCode = prime * hashCode + ((getNetworkConfig() == null) ? 0 : getNetworkConfig().hashCode()); hashCode = prime * hashCode + ((getRoleArn() == null) ? 0 : getRoleArn().hashCode()); hashCode = prime * hashCode + ((getStoppingCondition() == null) ? 0 : getStoppingCondition().hashCode()); hashCode = prime * hashCode + ((getTags() == null) ? 0 : getTags().hashCode()); return hashCode; } @Override public CreateModelExplainabilityJobDefinitionRequest clone() { return (CreateModelExplainabilityJobDefinitionRequest) super.clone(); } }