com.amazonaws.services.bedrock.model.CreateModelCustomizationJobRequest Maven / Gradle / Ivy
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/*
* Copyright 2019-2024 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.bedrock.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 CreateModelCustomizationJobRequest extends com.amazonaws.AmazonWebServiceRequest implements Serializable, Cloneable {
/**
*
* A name for the fine-tuning job.
*
*/
private String jobName;
/**
*
* A name for the resulting custom model.
*
*/
private String customModelName;
/**
*
* The Amazon Resource Name (ARN) of an IAM service role that Amazon Bedrock can assume to perform tasks on your
* behalf. For example, during model training, Amazon Bedrock needs your permission to read input data from an S3
* bucket, write model artifacts to an S3 bucket. To pass this role to Amazon Bedrock, the caller of this API must
* have the iam:PassRole permission.
*
*/
private String roleArn;
/**
*
* A unique, case-sensitive identifier to ensure that the API request completes no more than one time. If this token
* matches a previous request, Amazon Bedrock ignores the request, but does not return an error. For more
* information, see Ensuring
* idempotency.
*
*/
private String clientRequestToken;
/**
*
* Name of the base model.
*
*/
private String baseModelIdentifier;
/**
*
* The customization type.
*
*/
private String customizationType;
/**
*
* The custom model is encrypted at rest using this key.
*
*/
private String customModelKmsKeyId;
/**
*
* Tags to attach to the job.
*
*/
private java.util.List jobTags;
/**
*
* Tags to attach to the resulting custom model.
*
*/
private java.util.List customModelTags;
/**
*
* Information about the training dataset.
*
*/
private TrainingDataConfig trainingDataConfig;
/**
*
* Information about the validation dataset.
*
*/
private ValidationDataConfig validationDataConfig;
/**
*
* S3 location for the output data.
*
*/
private OutputDataConfig outputDataConfig;
/**
*
* Parameters related to tuning the model. For details on the format for different models, see Custom model
* hyperparameters.
*
*/
private java.util.Map hyperParameters;
/**
*
* VPC configuration (optional). Configuration parameters for the private Virtual Private Cloud (VPC) that contains
* the resources you are using for this job.
*
*/
private VpcConfig vpcConfig;
/**
*
* A name for the fine-tuning job.
*
*
* @param jobName
* A name for the fine-tuning job.
*/
public void setJobName(String jobName) {
this.jobName = jobName;
}
/**
*
* A name for the fine-tuning job.
*
*
* @return A name for the fine-tuning job.
*/
public String getJobName() {
return this.jobName;
}
/**
*
* A name for the fine-tuning job.
*
*
* @param jobName
* A name for the fine-tuning job.
* @return Returns a reference to this object so that method calls can be chained together.
*/
public CreateModelCustomizationJobRequest withJobName(String jobName) {
setJobName(jobName);
return this;
}
/**
*
* A name for the resulting custom model.
*
*
* @param customModelName
* A name for the resulting custom model.
*/
public void setCustomModelName(String customModelName) {
this.customModelName = customModelName;
}
/**
*
* A name for the resulting custom model.
*
*
* @return A name for the resulting custom model.
*/
public String getCustomModelName() {
return this.customModelName;
}
/**
*
* A name for the resulting custom model.
*
*
* @param customModelName
* A name for the resulting custom model.
* @return Returns a reference to this object so that method calls can be chained together.
*/
public CreateModelCustomizationJobRequest withCustomModelName(String customModelName) {
setCustomModelName(customModelName);
return this;
}
/**
*
* The Amazon Resource Name (ARN) of an IAM service role that Amazon Bedrock can assume to perform tasks on your
* behalf. For example, during model training, Amazon Bedrock needs your permission to read input data from an S3
* bucket, write model artifacts to an S3 bucket. To pass this role to Amazon Bedrock, the caller of this API must
* have the iam:PassRole permission.
*
*
* @param roleArn
* The Amazon Resource Name (ARN) of an IAM service role that Amazon Bedrock can assume to perform tasks on
* your behalf. For example, during model training, Amazon Bedrock needs your permission to read input data
* from an S3 bucket, write model artifacts to an S3 bucket. To pass this role to Amazon Bedrock, the caller
* of this API must have the iam:PassRole permission.
*/
public void setRoleArn(String roleArn) {
this.roleArn = roleArn;
}
/**
*
* The Amazon Resource Name (ARN) of an IAM service role that Amazon Bedrock can assume to perform tasks on your
* behalf. For example, during model training, Amazon Bedrock needs your permission to read input data from an S3
* bucket, write model artifacts to an S3 bucket. To pass this role to Amazon Bedrock, the caller of this API must
* have the iam:PassRole permission.
*
*
* @return The Amazon Resource Name (ARN) of an IAM service role that Amazon Bedrock can assume to perform tasks on
* your behalf. For example, during model training, Amazon Bedrock needs your permission to read input data
* from an S3 bucket, write model artifacts to an S3 bucket. To pass this role to Amazon Bedrock, the caller
* of this API must have the iam:PassRole permission.
*/
public String getRoleArn() {
return this.roleArn;
}
/**
*
* The Amazon Resource Name (ARN) of an IAM service role that Amazon Bedrock can assume to perform tasks on your
* behalf. For example, during model training, Amazon Bedrock needs your permission to read input data from an S3
* bucket, write model artifacts to an S3 bucket. To pass this role to Amazon Bedrock, the caller of this API must
* have the iam:PassRole permission.
*
*
* @param roleArn
* The Amazon Resource Name (ARN) of an IAM service role that Amazon Bedrock can assume to perform tasks on
* your behalf. For example, during model training, Amazon Bedrock needs your permission to read input data
* from an S3 bucket, write model artifacts to an S3 bucket. To pass this role to Amazon Bedrock, the caller
* of this API must have the iam:PassRole permission.
* @return Returns a reference to this object so that method calls can be chained together.
*/
public CreateModelCustomizationJobRequest withRoleArn(String roleArn) {
setRoleArn(roleArn);
return this;
}
/**
*
* A unique, case-sensitive identifier to ensure that the API request completes no more than one time. If this token
* matches a previous request, Amazon Bedrock ignores the request, but does not return an error. For more
* information, see Ensuring
* idempotency.
*
*
* @param clientRequestToken
* A unique, case-sensitive identifier to ensure that the API request completes no more than one time. If
* this token matches a previous request, Amazon Bedrock ignores the request, but does not return an error.
* For more information, see Ensuring
* idempotency.
*/
public void setClientRequestToken(String clientRequestToken) {
this.clientRequestToken = clientRequestToken;
}
/**
*
* A unique, case-sensitive identifier to ensure that the API request completes no more than one time. If this token
* matches a previous request, Amazon Bedrock ignores the request, but does not return an error. For more
* information, see Ensuring
* idempotency.
*
*
* @return A unique, case-sensitive identifier to ensure that the API request completes no more than one time. If
* this token matches a previous request, Amazon Bedrock ignores the request, but does not return an error.
* For more information, see Ensuring
* idempotency.
*/
public String getClientRequestToken() {
return this.clientRequestToken;
}
/**
*
* A unique, case-sensitive identifier to ensure that the API request completes no more than one time. If this token
* matches a previous request, Amazon Bedrock ignores the request, but does not return an error. For more
* information, see Ensuring
* idempotency.
*
*
* @param clientRequestToken
* A unique, case-sensitive identifier to ensure that the API request completes no more than one time. If
* this token matches a previous request, Amazon Bedrock ignores the request, but does not return an error.
* For more information, see Ensuring
* idempotency.
* @return Returns a reference to this object so that method calls can be chained together.
*/
public CreateModelCustomizationJobRequest withClientRequestToken(String clientRequestToken) {
setClientRequestToken(clientRequestToken);
return this;
}
/**
*
* Name of the base model.
*
*
* @param baseModelIdentifier
* Name of the base model.
*/
public void setBaseModelIdentifier(String baseModelIdentifier) {
this.baseModelIdentifier = baseModelIdentifier;
}
/**
*
* Name of the base model.
*
*
* @return Name of the base model.
*/
public String getBaseModelIdentifier() {
return this.baseModelIdentifier;
}
/**
*
* Name of the base model.
*
*
* @param baseModelIdentifier
* Name of the base model.
* @return Returns a reference to this object so that method calls can be chained together.
*/
public CreateModelCustomizationJobRequest withBaseModelIdentifier(String baseModelIdentifier) {
setBaseModelIdentifier(baseModelIdentifier);
return this;
}
/**
*
* The customization type.
*
*
* @param customizationType
* The customization type.
* @see CustomizationType
*/
public void setCustomizationType(String customizationType) {
this.customizationType = customizationType;
}
/**
*
* The customization type.
*
*
* @return The customization type.
* @see CustomizationType
*/
public String getCustomizationType() {
return this.customizationType;
}
/**
*
* The customization type.
*
*
* @param customizationType
* The customization type.
* @return Returns a reference to this object so that method calls can be chained together.
* @see CustomizationType
*/
public CreateModelCustomizationJobRequest withCustomizationType(String customizationType) {
setCustomizationType(customizationType);
return this;
}
/**
*
* The customization type.
*
*
* @param customizationType
* The customization type.
* @return Returns a reference to this object so that method calls can be chained together.
* @see CustomizationType
*/
public CreateModelCustomizationJobRequest withCustomizationType(CustomizationType customizationType) {
this.customizationType = customizationType.toString();
return this;
}
/**
*
* The custom model is encrypted at rest using this key.
*
*
* @param customModelKmsKeyId
* The custom model is encrypted at rest using this key.
*/
public void setCustomModelKmsKeyId(String customModelKmsKeyId) {
this.customModelKmsKeyId = customModelKmsKeyId;
}
/**
*
* The custom model is encrypted at rest using this key.
*
*
* @return The custom model is encrypted at rest using this key.
*/
public String getCustomModelKmsKeyId() {
return this.customModelKmsKeyId;
}
/**
*
* The custom model is encrypted at rest using this key.
*
*
* @param customModelKmsKeyId
* The custom model is encrypted at rest using this key.
* @return Returns a reference to this object so that method calls can be chained together.
*/
public CreateModelCustomizationJobRequest withCustomModelKmsKeyId(String customModelKmsKeyId) {
setCustomModelKmsKeyId(customModelKmsKeyId);
return this;
}
/**
*
* Tags to attach to the job.
*
*
* @return Tags to attach to the job.
*/
public java.util.List getJobTags() {
return jobTags;
}
/**
*
* Tags to attach to the job.
*
*
* @param jobTags
* Tags to attach to the job.
*/
public void setJobTags(java.util.Collection jobTags) {
if (jobTags == null) {
this.jobTags = null;
return;
}
this.jobTags = new java.util.ArrayList(jobTags);
}
/**
*
* Tags to attach to the job.
*
*
* NOTE: This method appends the values to the existing list (if any). Use
* {@link #setJobTags(java.util.Collection)} or {@link #withJobTags(java.util.Collection)} if you want to override
* the existing values.
*
*
* @param jobTags
* Tags to attach to the job.
* @return Returns a reference to this object so that method calls can be chained together.
*/
public CreateModelCustomizationJobRequest withJobTags(Tag... jobTags) {
if (this.jobTags == null) {
setJobTags(new java.util.ArrayList(jobTags.length));
}
for (Tag ele : jobTags) {
this.jobTags.add(ele);
}
return this;
}
/**
*
* Tags to attach to the job.
*
*
* @param jobTags
* Tags to attach to the job.
* @return Returns a reference to this object so that method calls can be chained together.
*/
public CreateModelCustomizationJobRequest withJobTags(java.util.Collection jobTags) {
setJobTags(jobTags);
return this;
}
/**
*
* Tags to attach to the resulting custom model.
*
*
* @return Tags to attach to the resulting custom model.
*/
public java.util.List getCustomModelTags() {
return customModelTags;
}
/**
*
* Tags to attach to the resulting custom model.
*
*
* @param customModelTags
* Tags to attach to the resulting custom model.
*/
public void setCustomModelTags(java.util.Collection customModelTags) {
if (customModelTags == null) {
this.customModelTags = null;
return;
}
this.customModelTags = new java.util.ArrayList(customModelTags);
}
/**
*
* Tags to attach to the resulting custom model.
*
*
* NOTE: This method appends the values to the existing list (if any). Use
* {@link #setCustomModelTags(java.util.Collection)} or {@link #withCustomModelTags(java.util.Collection)} if you
* want to override the existing values.
*
*
* @param customModelTags
* Tags to attach to the resulting custom model.
* @return Returns a reference to this object so that method calls can be chained together.
*/
public CreateModelCustomizationJobRequest withCustomModelTags(Tag... customModelTags) {
if (this.customModelTags == null) {
setCustomModelTags(new java.util.ArrayList(customModelTags.length));
}
for (Tag ele : customModelTags) {
this.customModelTags.add(ele);
}
return this;
}
/**
*
* Tags to attach to the resulting custom model.
*
*
* @param customModelTags
* Tags to attach to the resulting custom model.
* @return Returns a reference to this object so that method calls can be chained together.
*/
public CreateModelCustomizationJobRequest withCustomModelTags(java.util.Collection customModelTags) {
setCustomModelTags(customModelTags);
return this;
}
/**
*
* Information about the training dataset.
*
*
* @param trainingDataConfig
* Information about the training dataset.
*/
public void setTrainingDataConfig(TrainingDataConfig trainingDataConfig) {
this.trainingDataConfig = trainingDataConfig;
}
/**
*
* Information about the training dataset.
*
*
* @return Information about the training dataset.
*/
public TrainingDataConfig getTrainingDataConfig() {
return this.trainingDataConfig;
}
/**
*
* Information about the training dataset.
*
*
* @param trainingDataConfig
* Information about the training dataset.
* @return Returns a reference to this object so that method calls can be chained together.
*/
public CreateModelCustomizationJobRequest withTrainingDataConfig(TrainingDataConfig trainingDataConfig) {
setTrainingDataConfig(trainingDataConfig);
return this;
}
/**
*
* Information about the validation dataset.
*
*
* @param validationDataConfig
* Information about the validation dataset.
*/
public void setValidationDataConfig(ValidationDataConfig validationDataConfig) {
this.validationDataConfig = validationDataConfig;
}
/**
*
* Information about the validation dataset.
*
*
* @return Information about the validation dataset.
*/
public ValidationDataConfig getValidationDataConfig() {
return this.validationDataConfig;
}
/**
*
* Information about the validation dataset.
*
*
* @param validationDataConfig
* Information about the validation dataset.
* @return Returns a reference to this object so that method calls can be chained together.
*/
public CreateModelCustomizationJobRequest withValidationDataConfig(ValidationDataConfig validationDataConfig) {
setValidationDataConfig(validationDataConfig);
return this;
}
/**
*
* S3 location for the output data.
*
*
* @param outputDataConfig
* S3 location for the output data.
*/
public void setOutputDataConfig(OutputDataConfig outputDataConfig) {
this.outputDataConfig = outputDataConfig;
}
/**
*
* S3 location for the output data.
*
*
* @return S3 location for the output data.
*/
public OutputDataConfig getOutputDataConfig() {
return this.outputDataConfig;
}
/**
*
* S3 location for the output data.
*
*
* @param outputDataConfig
* S3 location for the output data.
* @return Returns a reference to this object so that method calls can be chained together.
*/
public CreateModelCustomizationJobRequest withOutputDataConfig(OutputDataConfig outputDataConfig) {
setOutputDataConfig(outputDataConfig);
return this;
}
/**
*
* Parameters related to tuning the model. For details on the format for different models, see Custom model
* hyperparameters.
*
*
* @return Parameters related to tuning the model. For details on the format for different models, see Custom model
* hyperparameters.
*/
public java.util.Map getHyperParameters() {
return hyperParameters;
}
/**
*
* Parameters related to tuning the model. For details on the format for different models, see Custom model
* hyperparameters.
*
*
* @param hyperParameters
* Parameters related to tuning the model. For details on the format for different models, see Custom model
* hyperparameters.
*/
public void setHyperParameters(java.util.Map hyperParameters) {
this.hyperParameters = hyperParameters;
}
/**
*
* Parameters related to tuning the model. For details on the format for different models, see Custom model
* hyperparameters.
*
*
* @param hyperParameters
* Parameters related to tuning the model. For details on the format for different models, see Custom model
* hyperparameters.
* @return Returns a reference to this object so that method calls can be chained together.
*/
public CreateModelCustomizationJobRequest withHyperParameters(java.util.Map hyperParameters) {
setHyperParameters(hyperParameters);
return this;
}
/**
* Add a single HyperParameters entry
*
* @see CreateModelCustomizationJobRequest#withHyperParameters
* @returns a reference to this object so that method calls can be chained together.
*/
public CreateModelCustomizationJobRequest addHyperParametersEntry(String key, String value) {
if (null == this.hyperParameters) {
this.hyperParameters = new java.util.HashMap();
}
if (this.hyperParameters.containsKey(key))
throw new IllegalArgumentException("Duplicated keys (" + key.toString() + ") are provided.");
this.hyperParameters.put(key, value);
return this;
}
/**
* Removes all the entries added into HyperParameters.
*
* @return Returns a reference to this object so that method calls can be chained together.
*/
public CreateModelCustomizationJobRequest clearHyperParametersEntries() {
this.hyperParameters = null;
return this;
}
/**
*
* VPC configuration (optional). Configuration parameters for the private Virtual Private Cloud (VPC) that contains
* the resources you are using for this job.
*
*
* @param vpcConfig
* VPC configuration (optional). Configuration parameters for the private Virtual Private Cloud (VPC) that
* contains the resources you are using for this job.
*/
public void setVpcConfig(VpcConfig vpcConfig) {
this.vpcConfig = vpcConfig;
}
/**
*
* VPC configuration (optional). Configuration parameters for the private Virtual Private Cloud (VPC) that contains
* the resources you are using for this job.
*
*
* @return VPC configuration (optional). Configuration parameters for the private Virtual Private Cloud (VPC) that
* contains the resources you are using for this job.
*/
public VpcConfig getVpcConfig() {
return this.vpcConfig;
}
/**
*
* VPC configuration (optional). Configuration parameters for the private Virtual Private Cloud (VPC) that contains
* the resources you are using for this job.
*
*
* @param vpcConfig
* VPC configuration (optional). Configuration parameters for the private Virtual Private Cloud (VPC) that
* contains the resources you are using for this job.
* @return Returns a reference to this object so that method calls can be chained together.
*/
public CreateModelCustomizationJobRequest withVpcConfig(VpcConfig vpcConfig) {
setVpcConfig(vpcConfig);
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 (getJobName() != null)
sb.append("JobName: ").append(getJobName()).append(",");
if (getCustomModelName() != null)
sb.append("CustomModelName: ").append(getCustomModelName()).append(",");
if (getRoleArn() != null)
sb.append("RoleArn: ").append(getRoleArn()).append(",");
if (getClientRequestToken() != null)
sb.append("ClientRequestToken: ").append(getClientRequestToken()).append(",");
if (getBaseModelIdentifier() != null)
sb.append("BaseModelIdentifier: ").append(getBaseModelIdentifier()).append(",");
if (getCustomizationType() != null)
sb.append("CustomizationType: ").append(getCustomizationType()).append(",");
if (getCustomModelKmsKeyId() != null)
sb.append("CustomModelKmsKeyId: ").append(getCustomModelKmsKeyId()).append(",");
if (getJobTags() != null)
sb.append("JobTags: ").append(getJobTags()).append(",");
if (getCustomModelTags() != null)
sb.append("CustomModelTags: ").append(getCustomModelTags()).append(",");
if (getTrainingDataConfig() != null)
sb.append("TrainingDataConfig: ").append(getTrainingDataConfig()).append(",");
if (getValidationDataConfig() != null)
sb.append("ValidationDataConfig: ").append(getValidationDataConfig()).append(",");
if (getOutputDataConfig() != null)
sb.append("OutputDataConfig: ").append(getOutputDataConfig()).append(",");
if (getHyperParameters() != null)
sb.append("HyperParameters: ").append(getHyperParameters()).append(",");
if (getVpcConfig() != null)
sb.append("VpcConfig: ").append(getVpcConfig());
sb.append("}");
return sb.toString();
}
@Override
public boolean equals(Object obj) {
if (this == obj)
return true;
if (obj == null)
return false;
if (obj instanceof CreateModelCustomizationJobRequest == false)
return false;
CreateModelCustomizationJobRequest other = (CreateModelCustomizationJobRequest) obj;
if (other.getJobName() == null ^ this.getJobName() == null)
return false;
if (other.getJobName() != null && other.getJobName().equals(this.getJobName()) == false)
return false;
if (other.getCustomModelName() == null ^ this.getCustomModelName() == null)
return false;
if (other.getCustomModelName() != null && other.getCustomModelName().equals(this.getCustomModelName()) == 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.getClientRequestToken() == null ^ this.getClientRequestToken() == null)
return false;
if (other.getClientRequestToken() != null && other.getClientRequestToken().equals(this.getClientRequestToken()) == false)
return false;
if (other.getBaseModelIdentifier() == null ^ this.getBaseModelIdentifier() == null)
return false;
if (other.getBaseModelIdentifier() != null && other.getBaseModelIdentifier().equals(this.getBaseModelIdentifier()) == false)
return false;
if (other.getCustomizationType() == null ^ this.getCustomizationType() == null)
return false;
if (other.getCustomizationType() != null && other.getCustomizationType().equals(this.getCustomizationType()) == false)
return false;
if (other.getCustomModelKmsKeyId() == null ^ this.getCustomModelKmsKeyId() == null)
return false;
if (other.getCustomModelKmsKeyId() != null && other.getCustomModelKmsKeyId().equals(this.getCustomModelKmsKeyId()) == false)
return false;
if (other.getJobTags() == null ^ this.getJobTags() == null)
return false;
if (other.getJobTags() != null && other.getJobTags().equals(this.getJobTags()) == false)
return false;
if (other.getCustomModelTags() == null ^ this.getCustomModelTags() == null)
return false;
if (other.getCustomModelTags() != null && other.getCustomModelTags().equals(this.getCustomModelTags()) == false)
return false;
if (other.getTrainingDataConfig() == null ^ this.getTrainingDataConfig() == null)
return false;
if (other.getTrainingDataConfig() != null && other.getTrainingDataConfig().equals(this.getTrainingDataConfig()) == false)
return false;
if (other.getValidationDataConfig() == null ^ this.getValidationDataConfig() == null)
return false;
if (other.getValidationDataConfig() != null && other.getValidationDataConfig().equals(this.getValidationDataConfig()) == false)
return false;
if (other.getOutputDataConfig() == null ^ this.getOutputDataConfig() == null)
return false;
if (other.getOutputDataConfig() != null && other.getOutputDataConfig().equals(this.getOutputDataConfig()) == false)
return false;
if (other.getHyperParameters() == null ^ this.getHyperParameters() == null)
return false;
if (other.getHyperParameters() != null && other.getHyperParameters().equals(this.getHyperParameters()) == false)
return false;
if (other.getVpcConfig() == null ^ this.getVpcConfig() == null)
return false;
if (other.getVpcConfig() != null && other.getVpcConfig().equals(this.getVpcConfig()) == false)
return false;
return true;
}
@Override
public int hashCode() {
final int prime = 31;
int hashCode = 1;
hashCode = prime * hashCode + ((getJobName() == null) ? 0 : getJobName().hashCode());
hashCode = prime * hashCode + ((getCustomModelName() == null) ? 0 : getCustomModelName().hashCode());
hashCode = prime * hashCode + ((getRoleArn() == null) ? 0 : getRoleArn().hashCode());
hashCode = prime * hashCode + ((getClientRequestToken() == null) ? 0 : getClientRequestToken().hashCode());
hashCode = prime * hashCode + ((getBaseModelIdentifier() == null) ? 0 : getBaseModelIdentifier().hashCode());
hashCode = prime * hashCode + ((getCustomizationType() == null) ? 0 : getCustomizationType().hashCode());
hashCode = prime * hashCode + ((getCustomModelKmsKeyId() == null) ? 0 : getCustomModelKmsKeyId().hashCode());
hashCode = prime * hashCode + ((getJobTags() == null) ? 0 : getJobTags().hashCode());
hashCode = prime * hashCode + ((getCustomModelTags() == null) ? 0 : getCustomModelTags().hashCode());
hashCode = prime * hashCode + ((getTrainingDataConfig() == null) ? 0 : getTrainingDataConfig().hashCode());
hashCode = prime * hashCode + ((getValidationDataConfig() == null) ? 0 : getValidationDataConfig().hashCode());
hashCode = prime * hashCode + ((getOutputDataConfig() == null) ? 0 : getOutputDataConfig().hashCode());
hashCode = prime * hashCode + ((getHyperParameters() == null) ? 0 : getHyperParameters().hashCode());
hashCode = prime * hashCode + ((getVpcConfig() == null) ? 0 : getVpcConfig().hashCode());
return hashCode;
}
@Override
public CreateModelCustomizationJobRequest clone() {
return (CreateModelCustomizationJobRequest) super.clone();
}
}