com.amazonaws.services.sagemaker.model.CreateModelBiasJobDefinitionRequest Maven / Gradle / Ivy
/*
* Copyright 2015-2020 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 CreateModelBiasJobDefinitionRequest extends com.amazonaws.AmazonWebServiceRequest implements Serializable, Cloneable {
/**
*
* The name of the bias job definition. The name must be unique within an AWS Region in the AWS account.
*
*/
private String jobDefinitionName;
/**
*
* The baseline configuration for a model bias job.
*
*/
private ModelBiasBaselineConfig modelBiasBaselineConfig;
/**
*
* Configures the model bias job to run a specified Docker container image.
*
*/
private ModelBiasAppSpecification modelBiasAppSpecification;
/**
*
* Inputs for the model bias job.
*
*/
private ModelBiasJobInput modelBiasJobInput;
private MonitoringOutputConfig modelBiasJobOutputConfig;
private MonitoringResources jobResources;
/**
*
* Networking options for a model bias 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 AWS Billing and Cost Management User Guide.
*
*/
private java.util.List tags;
/**
*
* The name of the bias job definition. The name must be unique within an AWS Region in the AWS account.
*
*
* @param jobDefinitionName
* The name of the bias job definition. The name must be unique within an AWS Region in the AWS account.
*/
public void setJobDefinitionName(String jobDefinitionName) {
this.jobDefinitionName = jobDefinitionName;
}
/**
*
* The name of the bias job definition. The name must be unique within an AWS Region in the AWS account.
*
*
* @return The name of the bias job definition. The name must be unique within an AWS Region in the AWS account.
*/
public String getJobDefinitionName() {
return this.jobDefinitionName;
}
/**
*
* The name of the bias job definition. The name must be unique within an AWS Region in the AWS account.
*
*
* @param jobDefinitionName
* The name of the bias job definition. The name must be unique within an AWS Region in the AWS account.
* @return Returns a reference to this object so that method calls can be chained together.
*/
public CreateModelBiasJobDefinitionRequest withJobDefinitionName(String jobDefinitionName) {
setJobDefinitionName(jobDefinitionName);
return this;
}
/**
*
* The baseline configuration for a model bias job.
*
*
* @param modelBiasBaselineConfig
* The baseline configuration for a model bias job.
*/
public void setModelBiasBaselineConfig(ModelBiasBaselineConfig modelBiasBaselineConfig) {
this.modelBiasBaselineConfig = modelBiasBaselineConfig;
}
/**
*
* The baseline configuration for a model bias job.
*
*
* @return The baseline configuration for a model bias job.
*/
public ModelBiasBaselineConfig getModelBiasBaselineConfig() {
return this.modelBiasBaselineConfig;
}
/**
*
* The baseline configuration for a model bias job.
*
*
* @param modelBiasBaselineConfig
* The baseline configuration for a model bias job.
* @return Returns a reference to this object so that method calls can be chained together.
*/
public CreateModelBiasJobDefinitionRequest withModelBiasBaselineConfig(ModelBiasBaselineConfig modelBiasBaselineConfig) {
setModelBiasBaselineConfig(modelBiasBaselineConfig);
return this;
}
/**
*
* Configures the model bias job to run a specified Docker container image.
*
*
* @param modelBiasAppSpecification
* Configures the model bias job to run a specified Docker container image.
*/
public void setModelBiasAppSpecification(ModelBiasAppSpecification modelBiasAppSpecification) {
this.modelBiasAppSpecification = modelBiasAppSpecification;
}
/**
*
* Configures the model bias job to run a specified Docker container image.
*
*
* @return Configures the model bias job to run a specified Docker container image.
*/
public ModelBiasAppSpecification getModelBiasAppSpecification() {
return this.modelBiasAppSpecification;
}
/**
*
* Configures the model bias job to run a specified Docker container image.
*
*
* @param modelBiasAppSpecification
* Configures the model bias job to run a specified Docker container image.
* @return Returns a reference to this object so that method calls can be chained together.
*/
public CreateModelBiasJobDefinitionRequest withModelBiasAppSpecification(ModelBiasAppSpecification modelBiasAppSpecification) {
setModelBiasAppSpecification(modelBiasAppSpecification);
return this;
}
/**
*
* Inputs for the model bias job.
*
*
* @param modelBiasJobInput
* Inputs for the model bias job.
*/
public void setModelBiasJobInput(ModelBiasJobInput modelBiasJobInput) {
this.modelBiasJobInput = modelBiasJobInput;
}
/**
*
* Inputs for the model bias job.
*
*
* @return Inputs for the model bias job.
*/
public ModelBiasJobInput getModelBiasJobInput() {
return this.modelBiasJobInput;
}
/**
*
* Inputs for the model bias job.
*
*
* @param modelBiasJobInput
* Inputs for the model bias job.
* @return Returns a reference to this object so that method calls can be chained together.
*/
public CreateModelBiasJobDefinitionRequest withModelBiasJobInput(ModelBiasJobInput modelBiasJobInput) {
setModelBiasJobInput(modelBiasJobInput);
return this;
}
/**
* @param modelBiasJobOutputConfig
*/
public void setModelBiasJobOutputConfig(MonitoringOutputConfig modelBiasJobOutputConfig) {
this.modelBiasJobOutputConfig = modelBiasJobOutputConfig;
}
/**
* @return
*/
public MonitoringOutputConfig getModelBiasJobOutputConfig() {
return this.modelBiasJobOutputConfig;
}
/**
* @param modelBiasJobOutputConfig
* @return Returns a reference to this object so that method calls can be chained together.
*/
public CreateModelBiasJobDefinitionRequest withModelBiasJobOutputConfig(MonitoringOutputConfig modelBiasJobOutputConfig) {
setModelBiasJobOutputConfig(modelBiasJobOutputConfig);
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 CreateModelBiasJobDefinitionRequest withJobResources(MonitoringResources jobResources) {
setJobResources(jobResources);
return this;
}
/**
*
* Networking options for a model bias job.
*
*
* @param networkConfig
* Networking options for a model bias job.
*/
public void setNetworkConfig(MonitoringNetworkConfig networkConfig) {
this.networkConfig = networkConfig;
}
/**
*
* Networking options for a model bias job.
*
*
* @return Networking options for a model bias job.
*/
public MonitoringNetworkConfig getNetworkConfig() {
return this.networkConfig;
}
/**
*
* Networking options for a model bias job.
*
*
* @param networkConfig
* Networking options for a model bias job.
* @return Returns a reference to this object so that method calls can be chained together.
*/
public CreateModelBiasJobDefinitionRequest 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 CreateModelBiasJobDefinitionRequest 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 CreateModelBiasJobDefinitionRequest withStoppingCondition(MonitoringStoppingCondition stoppingCondition) {
setStoppingCondition(stoppingCondition);
return this;
}
/**
*
* (Optional) An array of key-value pairs. For more information, see Using
* Cost Allocation Tags in the AWS Billing and Cost Management User Guide.
*
*
* @return (Optional) An array of key-value pairs. For more information, see Using Cost Allocation Tags in the AWS 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 AWS 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 AWS 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 AWS 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 AWS Billing and Cost Management User Guide.
* @return Returns a reference to this object so that method calls can be chained together.
*/
public CreateModelBiasJobDefinitionRequest 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 AWS 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 AWS Billing and Cost Management User Guide.
* @return Returns a reference to this object so that method calls can be chained together.
*/
public CreateModelBiasJobDefinitionRequest 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 (getModelBiasBaselineConfig() != null)
sb.append("ModelBiasBaselineConfig: ").append(getModelBiasBaselineConfig()).append(",");
if (getModelBiasAppSpecification() != null)
sb.append("ModelBiasAppSpecification: ").append(getModelBiasAppSpecification()).append(",");
if (getModelBiasJobInput() != null)
sb.append("ModelBiasJobInput: ").append(getModelBiasJobInput()).append(",");
if (getModelBiasJobOutputConfig() != null)
sb.append("ModelBiasJobOutputConfig: ").append(getModelBiasJobOutputConfig()).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 CreateModelBiasJobDefinitionRequest == false)
return false;
CreateModelBiasJobDefinitionRequest other = (CreateModelBiasJobDefinitionRequest) obj;
if (other.getJobDefinitionName() == null ^ this.getJobDefinitionName() == null)
return false;
if (other.getJobDefinitionName() != null && other.getJobDefinitionName().equals(this.getJobDefinitionName()) == false)
return false;
if (other.getModelBiasBaselineConfig() == null ^ this.getModelBiasBaselineConfig() == null)
return false;
if (other.getModelBiasBaselineConfig() != null && other.getModelBiasBaselineConfig().equals(this.getModelBiasBaselineConfig()) == false)
return false;
if (other.getModelBiasAppSpecification() == null ^ this.getModelBiasAppSpecification() == null)
return false;
if (other.getModelBiasAppSpecification() != null && other.getModelBiasAppSpecification().equals(this.getModelBiasAppSpecification()) == false)
return false;
if (other.getModelBiasJobInput() == null ^ this.getModelBiasJobInput() == null)
return false;
if (other.getModelBiasJobInput() != null && other.getModelBiasJobInput().equals(this.getModelBiasJobInput()) == false)
return false;
if (other.getModelBiasJobOutputConfig() == null ^ this.getModelBiasJobOutputConfig() == null)
return false;
if (other.getModelBiasJobOutputConfig() != null && other.getModelBiasJobOutputConfig().equals(this.getModelBiasJobOutputConfig()) == 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 + ((getModelBiasBaselineConfig() == null) ? 0 : getModelBiasBaselineConfig().hashCode());
hashCode = prime * hashCode + ((getModelBiasAppSpecification() == null) ? 0 : getModelBiasAppSpecification().hashCode());
hashCode = prime * hashCode + ((getModelBiasJobInput() == null) ? 0 : getModelBiasJobInput().hashCode());
hashCode = prime * hashCode + ((getModelBiasJobOutputConfig() == null) ? 0 : getModelBiasJobOutputConfig().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 CreateModelBiasJobDefinitionRequest clone() {
return (CreateModelBiasJobDefinitionRequest) super.clone();
}
}
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