com.amazonaws.services.sagemaker.model.DescribeHyperParameterTuningJobResult 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;
/**
*
* @see AWS API Documentation
*/
@Generated("com.amazonaws:aws-java-sdk-code-generator")
public class DescribeHyperParameterTuningJobResult extends com.amazonaws.AmazonWebServiceResult implements Serializable,
Cloneable {
/**
*
* The name of the tuning job.
*
*/
private String hyperParameterTuningJobName;
/**
*
* The Amazon Resource Name (ARN) of the tuning job.
*
*/
private String hyperParameterTuningJobArn;
/**
*
* The HyperParameterTuningJobConfig object that specifies the configuration of the tuning job.
*
*/
private HyperParameterTuningJobConfig hyperParameterTuningJobConfig;
/**
*
* The HyperParameterTrainingJobDefinition object that specifies the definition of the training jobs that
* this tuning job launches.
*
*/
private HyperParameterTrainingJobDefinition trainingJobDefinition;
/**
*
* A list of the HyperParameterTrainingJobDefinition objects launched for this tuning job.
*
*/
private java.util.List trainingJobDefinitions;
/**
*
* The status of the tuning job: InProgress, Completed, Failed, Stopping, or Stopped.
*
*/
private String hyperParameterTuningJobStatus;
/**
*
* The date and time that the tuning job started.
*
*/
private java.util.Date creationTime;
/**
*
* The date and time that the tuning job ended.
*
*/
private java.util.Date hyperParameterTuningEndTime;
/**
*
* The date and time that the status of the tuning job was modified.
*
*/
private java.util.Date lastModifiedTime;
/**
*
* The TrainingJobStatusCounters object that specifies the number of training jobs, categorized by status,
* that this tuning job launched.
*
*/
private TrainingJobStatusCounters trainingJobStatusCounters;
/**
*
* The ObjectiveStatusCounters object that specifies the number of training jobs, categorized by the status
* of their final objective metric, that this tuning job launched.
*
*/
private ObjectiveStatusCounters objectiveStatusCounters;
/**
*
* A TrainingJobSummary object that describes the training job that completed with the best current
* HyperParameterTuningJobObjective.
*
*/
private HyperParameterTrainingJobSummary bestTrainingJob;
/**
*
* If the hyperparameter tuning job is an warm start tuning job with a WarmStartType of
* IDENTICAL_DATA_AND_ALGORITHM, this is the TrainingJobSummary for the training job with the
* best objective metric value of all training jobs launched by this tuning job and all parent jobs specified for
* the warm start tuning job.
*
*/
private HyperParameterTrainingJobSummary overallBestTrainingJob;
/**
*
* The configuration for starting the hyperparameter parameter tuning job using one or more previous tuning jobs as
* a starting point. The results of previous tuning jobs are used to inform which combinations of hyperparameters to
* search over in the new tuning job.
*
*/
private HyperParameterTuningJobWarmStartConfig warmStartConfig;
/**
*
* If the tuning job failed, the reason it failed.
*
*/
private String failureReason;
/**
*
* The name of the tuning job.
*
*
* @param hyperParameterTuningJobName
* The name of the tuning job.
*/
public void setHyperParameterTuningJobName(String hyperParameterTuningJobName) {
this.hyperParameterTuningJobName = hyperParameterTuningJobName;
}
/**
*
* The name of the tuning job.
*
*
* @return The name of the tuning job.
*/
public String getHyperParameterTuningJobName() {
return this.hyperParameterTuningJobName;
}
/**
*
* The name of the tuning job.
*
*
* @param hyperParameterTuningJobName
* The name of the tuning job.
* @return Returns a reference to this object so that method calls can be chained together.
*/
public DescribeHyperParameterTuningJobResult withHyperParameterTuningJobName(String hyperParameterTuningJobName) {
setHyperParameterTuningJobName(hyperParameterTuningJobName);
return this;
}
/**
*
* The Amazon Resource Name (ARN) of the tuning job.
*
*
* @param hyperParameterTuningJobArn
* The Amazon Resource Name (ARN) of the tuning job.
*/
public void setHyperParameterTuningJobArn(String hyperParameterTuningJobArn) {
this.hyperParameterTuningJobArn = hyperParameterTuningJobArn;
}
/**
*
* The Amazon Resource Name (ARN) of the tuning job.
*
*
* @return The Amazon Resource Name (ARN) of the tuning job.
*/
public String getHyperParameterTuningJobArn() {
return this.hyperParameterTuningJobArn;
}
/**
*
* The Amazon Resource Name (ARN) of the tuning job.
*
*
* @param hyperParameterTuningJobArn
* The Amazon Resource Name (ARN) of the tuning job.
* @return Returns a reference to this object so that method calls can be chained together.
*/
public DescribeHyperParameterTuningJobResult withHyperParameterTuningJobArn(String hyperParameterTuningJobArn) {
setHyperParameterTuningJobArn(hyperParameterTuningJobArn);
return this;
}
/**
*
* The HyperParameterTuningJobConfig object that specifies the configuration of the tuning job.
*
*
* @param hyperParameterTuningJobConfig
* The HyperParameterTuningJobConfig object that specifies the configuration of the tuning job.
*/
public void setHyperParameterTuningJobConfig(HyperParameterTuningJobConfig hyperParameterTuningJobConfig) {
this.hyperParameterTuningJobConfig = hyperParameterTuningJobConfig;
}
/**
*
* The HyperParameterTuningJobConfig object that specifies the configuration of the tuning job.
*
*
* @return The HyperParameterTuningJobConfig object that specifies the configuration of the tuning job.
*/
public HyperParameterTuningJobConfig getHyperParameterTuningJobConfig() {
return this.hyperParameterTuningJobConfig;
}
/**
*
* The HyperParameterTuningJobConfig object that specifies the configuration of the tuning job.
*
*
* @param hyperParameterTuningJobConfig
* The HyperParameterTuningJobConfig object that specifies the configuration of the tuning job.
* @return Returns a reference to this object so that method calls can be chained together.
*/
public DescribeHyperParameterTuningJobResult withHyperParameterTuningJobConfig(HyperParameterTuningJobConfig hyperParameterTuningJobConfig) {
setHyperParameterTuningJobConfig(hyperParameterTuningJobConfig);
return this;
}
/**
*
* The HyperParameterTrainingJobDefinition object that specifies the definition of the training jobs that
* this tuning job launches.
*
*
* @param trainingJobDefinition
* The HyperParameterTrainingJobDefinition object that specifies the definition of the training jobs
* that this tuning job launches.
*/
public void setTrainingJobDefinition(HyperParameterTrainingJobDefinition trainingJobDefinition) {
this.trainingJobDefinition = trainingJobDefinition;
}
/**
*
* The HyperParameterTrainingJobDefinition object that specifies the definition of the training jobs that
* this tuning job launches.
*
*
* @return The HyperParameterTrainingJobDefinition object that specifies the definition of the training jobs
* that this tuning job launches.
*/
public HyperParameterTrainingJobDefinition getTrainingJobDefinition() {
return this.trainingJobDefinition;
}
/**
*
* The HyperParameterTrainingJobDefinition object that specifies the definition of the training jobs that
* this tuning job launches.
*
*
* @param trainingJobDefinition
* The HyperParameterTrainingJobDefinition object that specifies the definition of the training jobs
* that this tuning job launches.
* @return Returns a reference to this object so that method calls can be chained together.
*/
public DescribeHyperParameterTuningJobResult withTrainingJobDefinition(HyperParameterTrainingJobDefinition trainingJobDefinition) {
setTrainingJobDefinition(trainingJobDefinition);
return this;
}
/**
*
* A list of the HyperParameterTrainingJobDefinition objects launched for this tuning job.
*
*
* @return A list of the HyperParameterTrainingJobDefinition objects launched for this tuning job.
*/
public java.util.List getTrainingJobDefinitions() {
return trainingJobDefinitions;
}
/**
*
* A list of the HyperParameterTrainingJobDefinition objects launched for this tuning job.
*
*
* @param trainingJobDefinitions
* A list of the HyperParameterTrainingJobDefinition objects launched for this tuning job.
*/
public void setTrainingJobDefinitions(java.util.Collection trainingJobDefinitions) {
if (trainingJobDefinitions == null) {
this.trainingJobDefinitions = null;
return;
}
this.trainingJobDefinitions = new java.util.ArrayList(trainingJobDefinitions);
}
/**
*
* A list of the HyperParameterTrainingJobDefinition objects launched for this tuning job.
*
*
* NOTE: This method appends the values to the existing list (if any). Use
* {@link #setTrainingJobDefinitions(java.util.Collection)} or
* {@link #withTrainingJobDefinitions(java.util.Collection)} if you want to override the existing values.
*
*
* @param trainingJobDefinitions
* A list of the HyperParameterTrainingJobDefinition objects launched for this tuning job.
* @return Returns a reference to this object so that method calls can be chained together.
*/
public DescribeHyperParameterTuningJobResult withTrainingJobDefinitions(HyperParameterTrainingJobDefinition... trainingJobDefinitions) {
if (this.trainingJobDefinitions == null) {
setTrainingJobDefinitions(new java.util.ArrayList(trainingJobDefinitions.length));
}
for (HyperParameterTrainingJobDefinition ele : trainingJobDefinitions) {
this.trainingJobDefinitions.add(ele);
}
return this;
}
/**
*
* A list of the HyperParameterTrainingJobDefinition objects launched for this tuning job.
*
*
* @param trainingJobDefinitions
* A list of the HyperParameterTrainingJobDefinition objects launched for this tuning job.
* @return Returns a reference to this object so that method calls can be chained together.
*/
public DescribeHyperParameterTuningJobResult withTrainingJobDefinitions(java.util.Collection trainingJobDefinitions) {
setTrainingJobDefinitions(trainingJobDefinitions);
return this;
}
/**
*
* The status of the tuning job: InProgress, Completed, Failed, Stopping, or Stopped.
*
*
* @param hyperParameterTuningJobStatus
* The status of the tuning job: InProgress, Completed, Failed, Stopping, or Stopped.
* @see HyperParameterTuningJobStatus
*/
public void setHyperParameterTuningJobStatus(String hyperParameterTuningJobStatus) {
this.hyperParameterTuningJobStatus = hyperParameterTuningJobStatus;
}
/**
*
* The status of the tuning job: InProgress, Completed, Failed, Stopping, or Stopped.
*
*
* @return The status of the tuning job: InProgress, Completed, Failed, Stopping, or Stopped.
* @see HyperParameterTuningJobStatus
*/
public String getHyperParameterTuningJobStatus() {
return this.hyperParameterTuningJobStatus;
}
/**
*
* The status of the tuning job: InProgress, Completed, Failed, Stopping, or Stopped.
*
*
* @param hyperParameterTuningJobStatus
* The status of the tuning job: InProgress, Completed, Failed, Stopping, or Stopped.
* @return Returns a reference to this object so that method calls can be chained together.
* @see HyperParameterTuningJobStatus
*/
public DescribeHyperParameterTuningJobResult withHyperParameterTuningJobStatus(String hyperParameterTuningJobStatus) {
setHyperParameterTuningJobStatus(hyperParameterTuningJobStatus);
return this;
}
/**
*
* The status of the tuning job: InProgress, Completed, Failed, Stopping, or Stopped.
*
*
* @param hyperParameterTuningJobStatus
* The status of the tuning job: InProgress, Completed, Failed, Stopping, or Stopped.
* @return Returns a reference to this object so that method calls can be chained together.
* @see HyperParameterTuningJobStatus
*/
public DescribeHyperParameterTuningJobResult withHyperParameterTuningJobStatus(HyperParameterTuningJobStatus hyperParameterTuningJobStatus) {
this.hyperParameterTuningJobStatus = hyperParameterTuningJobStatus.toString();
return this;
}
/**
*
* The date and time that the tuning job started.
*
*
* @param creationTime
* The date and time that the tuning job started.
*/
public void setCreationTime(java.util.Date creationTime) {
this.creationTime = creationTime;
}
/**
*
* The date and time that the tuning job started.
*
*
* @return The date and time that the tuning job started.
*/
public java.util.Date getCreationTime() {
return this.creationTime;
}
/**
*
* The date and time that the tuning job started.
*
*
* @param creationTime
* The date and time that the tuning job started.
* @return Returns a reference to this object so that method calls can be chained together.
*/
public DescribeHyperParameterTuningJobResult withCreationTime(java.util.Date creationTime) {
setCreationTime(creationTime);
return this;
}
/**
*
* The date and time that the tuning job ended.
*
*
* @param hyperParameterTuningEndTime
* The date and time that the tuning job ended.
*/
public void setHyperParameterTuningEndTime(java.util.Date hyperParameterTuningEndTime) {
this.hyperParameterTuningEndTime = hyperParameterTuningEndTime;
}
/**
*
* The date and time that the tuning job ended.
*
*
* @return The date and time that the tuning job ended.
*/
public java.util.Date getHyperParameterTuningEndTime() {
return this.hyperParameterTuningEndTime;
}
/**
*
* The date and time that the tuning job ended.
*
*
* @param hyperParameterTuningEndTime
* The date and time that the tuning job ended.
* @return Returns a reference to this object so that method calls can be chained together.
*/
public DescribeHyperParameterTuningJobResult withHyperParameterTuningEndTime(java.util.Date hyperParameterTuningEndTime) {
setHyperParameterTuningEndTime(hyperParameterTuningEndTime);
return this;
}
/**
*
* The date and time that the status of the tuning job was modified.
*
*
* @param lastModifiedTime
* The date and time that the status of the tuning job was modified.
*/
public void setLastModifiedTime(java.util.Date lastModifiedTime) {
this.lastModifiedTime = lastModifiedTime;
}
/**
*
* The date and time that the status of the tuning job was modified.
*
*
* @return The date and time that the status of the tuning job was modified.
*/
public java.util.Date getLastModifiedTime() {
return this.lastModifiedTime;
}
/**
*
* The date and time that the status of the tuning job was modified.
*
*
* @param lastModifiedTime
* The date and time that the status of the tuning job was modified.
* @return Returns a reference to this object so that method calls can be chained together.
*/
public DescribeHyperParameterTuningJobResult withLastModifiedTime(java.util.Date lastModifiedTime) {
setLastModifiedTime(lastModifiedTime);
return this;
}
/**
*
* The TrainingJobStatusCounters object that specifies the number of training jobs, categorized by status,
* that this tuning job launched.
*
*
* @param trainingJobStatusCounters
* The TrainingJobStatusCounters object that specifies the number of training jobs, categorized by
* status, that this tuning job launched.
*/
public void setTrainingJobStatusCounters(TrainingJobStatusCounters trainingJobStatusCounters) {
this.trainingJobStatusCounters = trainingJobStatusCounters;
}
/**
*
* The TrainingJobStatusCounters object that specifies the number of training jobs, categorized by status,
* that this tuning job launched.
*
*
* @return The TrainingJobStatusCounters object that specifies the number of training jobs, categorized by
* status, that this tuning job launched.
*/
public TrainingJobStatusCounters getTrainingJobStatusCounters() {
return this.trainingJobStatusCounters;
}
/**
*
* The TrainingJobStatusCounters object that specifies the number of training jobs, categorized by status,
* that this tuning job launched.
*
*
* @param trainingJobStatusCounters
* The TrainingJobStatusCounters object that specifies the number of training jobs, categorized by
* status, that this tuning job launched.
* @return Returns a reference to this object so that method calls can be chained together.
*/
public DescribeHyperParameterTuningJobResult withTrainingJobStatusCounters(TrainingJobStatusCounters trainingJobStatusCounters) {
setTrainingJobStatusCounters(trainingJobStatusCounters);
return this;
}
/**
*
* The ObjectiveStatusCounters object that specifies the number of training jobs, categorized by the status
* of their final objective metric, that this tuning job launched.
*
*
* @param objectiveStatusCounters
* The ObjectiveStatusCounters object that specifies the number of training jobs, categorized by the
* status of their final objective metric, that this tuning job launched.
*/
public void setObjectiveStatusCounters(ObjectiveStatusCounters objectiveStatusCounters) {
this.objectiveStatusCounters = objectiveStatusCounters;
}
/**
*
* The ObjectiveStatusCounters object that specifies the number of training jobs, categorized by the status
* of their final objective metric, that this tuning job launched.
*
*
* @return The ObjectiveStatusCounters object that specifies the number of training jobs, categorized by the
* status of their final objective metric, that this tuning job launched.
*/
public ObjectiveStatusCounters getObjectiveStatusCounters() {
return this.objectiveStatusCounters;
}
/**
*
* The ObjectiveStatusCounters object that specifies the number of training jobs, categorized by the status
* of their final objective metric, that this tuning job launched.
*
*
* @param objectiveStatusCounters
* The ObjectiveStatusCounters object that specifies the number of training jobs, categorized by the
* status of their final objective metric, that this tuning job launched.
* @return Returns a reference to this object so that method calls can be chained together.
*/
public DescribeHyperParameterTuningJobResult withObjectiveStatusCounters(ObjectiveStatusCounters objectiveStatusCounters) {
setObjectiveStatusCounters(objectiveStatusCounters);
return this;
}
/**
*
* A TrainingJobSummary object that describes the training job that completed with the best current
* HyperParameterTuningJobObjective.
*
*
* @param bestTrainingJob
* A TrainingJobSummary object that describes the training job that completed with the best current
* HyperParameterTuningJobObjective.
*/
public void setBestTrainingJob(HyperParameterTrainingJobSummary bestTrainingJob) {
this.bestTrainingJob = bestTrainingJob;
}
/**
*
* A TrainingJobSummary object that describes the training job that completed with the best current
* HyperParameterTuningJobObjective.
*
*
* @return A TrainingJobSummary object that describes the training job that completed with the best current
* HyperParameterTuningJobObjective.
*/
public HyperParameterTrainingJobSummary getBestTrainingJob() {
return this.bestTrainingJob;
}
/**
*
* A TrainingJobSummary object that describes the training job that completed with the best current
* HyperParameterTuningJobObjective.
*
*
* @param bestTrainingJob
* A TrainingJobSummary object that describes the training job that completed with the best current
* HyperParameterTuningJobObjective.
* @return Returns a reference to this object so that method calls can be chained together.
*/
public DescribeHyperParameterTuningJobResult withBestTrainingJob(HyperParameterTrainingJobSummary bestTrainingJob) {
setBestTrainingJob(bestTrainingJob);
return this;
}
/**
*
* If the hyperparameter tuning job is an warm start tuning job with a WarmStartType of
* IDENTICAL_DATA_AND_ALGORITHM, this is the TrainingJobSummary for the training job with the
* best objective metric value of all training jobs launched by this tuning job and all parent jobs specified for
* the warm start tuning job.
*
*
* @param overallBestTrainingJob
* If the hyperparameter tuning job is an warm start tuning job with a WarmStartType of
* IDENTICAL_DATA_AND_ALGORITHM, this is the TrainingJobSummary for the training job with
* the best objective metric value of all training jobs launched by this tuning job and all parent jobs
* specified for the warm start tuning job.
*/
public void setOverallBestTrainingJob(HyperParameterTrainingJobSummary overallBestTrainingJob) {
this.overallBestTrainingJob = overallBestTrainingJob;
}
/**
*
* If the hyperparameter tuning job is an warm start tuning job with a WarmStartType of
* IDENTICAL_DATA_AND_ALGORITHM, this is the TrainingJobSummary for the training job with the
* best objective metric value of all training jobs launched by this tuning job and all parent jobs specified for
* the warm start tuning job.
*
*
* @return If the hyperparameter tuning job is an warm start tuning job with a WarmStartType of
* IDENTICAL_DATA_AND_ALGORITHM, this is the TrainingJobSummary for the training job
* with the best objective metric value of all training jobs launched by this tuning job and all parent jobs
* specified for the warm start tuning job.
*/
public HyperParameterTrainingJobSummary getOverallBestTrainingJob() {
return this.overallBestTrainingJob;
}
/**
*
* If the hyperparameter tuning job is an warm start tuning job with a WarmStartType of
* IDENTICAL_DATA_AND_ALGORITHM, this is the TrainingJobSummary for the training job with the
* best objective metric value of all training jobs launched by this tuning job and all parent jobs specified for
* the warm start tuning job.
*
*
* @param overallBestTrainingJob
* If the hyperparameter tuning job is an warm start tuning job with a WarmStartType of
* IDENTICAL_DATA_AND_ALGORITHM, this is the TrainingJobSummary for the training job with
* the best objective metric value of all training jobs launched by this tuning job and all parent jobs
* specified for the warm start tuning job.
* @return Returns a reference to this object so that method calls can be chained together.
*/
public DescribeHyperParameterTuningJobResult withOverallBestTrainingJob(HyperParameterTrainingJobSummary overallBestTrainingJob) {
setOverallBestTrainingJob(overallBestTrainingJob);
return this;
}
/**
*
* The configuration for starting the hyperparameter parameter tuning job using one or more previous tuning jobs as
* a starting point. The results of previous tuning jobs are used to inform which combinations of hyperparameters to
* search over in the new tuning job.
*
*
* @param warmStartConfig
* The configuration for starting the hyperparameter parameter tuning job using one or more previous tuning
* jobs as a starting point. The results of previous tuning jobs are used to inform which combinations of
* hyperparameters to search over in the new tuning job.
*/
public void setWarmStartConfig(HyperParameterTuningJobWarmStartConfig warmStartConfig) {
this.warmStartConfig = warmStartConfig;
}
/**
*
* The configuration for starting the hyperparameter parameter tuning job using one or more previous tuning jobs as
* a starting point. The results of previous tuning jobs are used to inform which combinations of hyperparameters to
* search over in the new tuning job.
*
*
* @return The configuration for starting the hyperparameter parameter tuning job using one or more previous tuning
* jobs as a starting point. The results of previous tuning jobs are used to inform which combinations of
* hyperparameters to search over in the new tuning job.
*/
public HyperParameterTuningJobWarmStartConfig getWarmStartConfig() {
return this.warmStartConfig;
}
/**
*
* The configuration for starting the hyperparameter parameter tuning job using one or more previous tuning jobs as
* a starting point. The results of previous tuning jobs are used to inform which combinations of hyperparameters to
* search over in the new tuning job.
*
*
* @param warmStartConfig
* The configuration for starting the hyperparameter parameter tuning job using one or more previous tuning
* jobs as a starting point. The results of previous tuning jobs are used to inform which combinations of
* hyperparameters to search over in the new tuning job.
* @return Returns a reference to this object so that method calls can be chained together.
*/
public DescribeHyperParameterTuningJobResult withWarmStartConfig(HyperParameterTuningJobWarmStartConfig warmStartConfig) {
setWarmStartConfig(warmStartConfig);
return this;
}
/**
*
* If the tuning job failed, the reason it failed.
*
*
* @param failureReason
* If the tuning job failed, the reason it failed.
*/
public void setFailureReason(String failureReason) {
this.failureReason = failureReason;
}
/**
*
* If the tuning job failed, the reason it failed.
*
*
* @return If the tuning job failed, the reason it failed.
*/
public String getFailureReason() {
return this.failureReason;
}
/**
*
* If the tuning job failed, the reason it failed.
*
*
* @param failureReason
* If the tuning job failed, the reason it failed.
* @return Returns a reference to this object so that method calls can be chained together.
*/
public DescribeHyperParameterTuningJobResult withFailureReason(String failureReason) {
setFailureReason(failureReason);
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 (getHyperParameterTuningJobName() != null)
sb.append("HyperParameterTuningJobName: ").append(getHyperParameterTuningJobName()).append(",");
if (getHyperParameterTuningJobArn() != null)
sb.append("HyperParameterTuningJobArn: ").append(getHyperParameterTuningJobArn()).append(",");
if (getHyperParameterTuningJobConfig() != null)
sb.append("HyperParameterTuningJobConfig: ").append(getHyperParameterTuningJobConfig()).append(",");
if (getTrainingJobDefinition() != null)
sb.append("TrainingJobDefinition: ").append(getTrainingJobDefinition()).append(",");
if (getTrainingJobDefinitions() != null)
sb.append("TrainingJobDefinitions: ").append(getTrainingJobDefinitions()).append(",");
if (getHyperParameterTuningJobStatus() != null)
sb.append("HyperParameterTuningJobStatus: ").append(getHyperParameterTuningJobStatus()).append(",");
if (getCreationTime() != null)
sb.append("CreationTime: ").append(getCreationTime()).append(",");
if (getHyperParameterTuningEndTime() != null)
sb.append("HyperParameterTuningEndTime: ").append(getHyperParameterTuningEndTime()).append(",");
if (getLastModifiedTime() != null)
sb.append("LastModifiedTime: ").append(getLastModifiedTime()).append(",");
if (getTrainingJobStatusCounters() != null)
sb.append("TrainingJobStatusCounters: ").append(getTrainingJobStatusCounters()).append(",");
if (getObjectiveStatusCounters() != null)
sb.append("ObjectiveStatusCounters: ").append(getObjectiveStatusCounters()).append(",");
if (getBestTrainingJob() != null)
sb.append("BestTrainingJob: ").append(getBestTrainingJob()).append(",");
if (getOverallBestTrainingJob() != null)
sb.append("OverallBestTrainingJob: ").append(getOverallBestTrainingJob()).append(",");
if (getWarmStartConfig() != null)
sb.append("WarmStartConfig: ").append(getWarmStartConfig()).append(",");
if (getFailureReason() != null)
sb.append("FailureReason: ").append(getFailureReason());
sb.append("}");
return sb.toString();
}
@Override
public boolean equals(Object obj) {
if (this == obj)
return true;
if (obj == null)
return false;
if (obj instanceof DescribeHyperParameterTuningJobResult == false)
return false;
DescribeHyperParameterTuningJobResult other = (DescribeHyperParameterTuningJobResult) obj;
if (other.getHyperParameterTuningJobName() == null ^ this.getHyperParameterTuningJobName() == null)
return false;
if (other.getHyperParameterTuningJobName() != null && other.getHyperParameterTuningJobName().equals(this.getHyperParameterTuningJobName()) == false)
return false;
if (other.getHyperParameterTuningJobArn() == null ^ this.getHyperParameterTuningJobArn() == null)
return false;
if (other.getHyperParameterTuningJobArn() != null && other.getHyperParameterTuningJobArn().equals(this.getHyperParameterTuningJobArn()) == false)
return false;
if (other.getHyperParameterTuningJobConfig() == null ^ this.getHyperParameterTuningJobConfig() == null)
return false;
if (other.getHyperParameterTuningJobConfig() != null
&& other.getHyperParameterTuningJobConfig().equals(this.getHyperParameterTuningJobConfig()) == false)
return false;
if (other.getTrainingJobDefinition() == null ^ this.getTrainingJobDefinition() == null)
return false;
if (other.getTrainingJobDefinition() != null && other.getTrainingJobDefinition().equals(this.getTrainingJobDefinition()) == false)
return false;
if (other.getTrainingJobDefinitions() == null ^ this.getTrainingJobDefinitions() == null)
return false;
if (other.getTrainingJobDefinitions() != null && other.getTrainingJobDefinitions().equals(this.getTrainingJobDefinitions()) == false)
return false;
if (other.getHyperParameterTuningJobStatus() == null ^ this.getHyperParameterTuningJobStatus() == null)
return false;
if (other.getHyperParameterTuningJobStatus() != null
&& other.getHyperParameterTuningJobStatus().equals(this.getHyperParameterTuningJobStatus()) == false)
return false;
if (other.getCreationTime() == null ^ this.getCreationTime() == null)
return false;
if (other.getCreationTime() != null && other.getCreationTime().equals(this.getCreationTime()) == false)
return false;
if (other.getHyperParameterTuningEndTime() == null ^ this.getHyperParameterTuningEndTime() == null)
return false;
if (other.getHyperParameterTuningEndTime() != null && other.getHyperParameterTuningEndTime().equals(this.getHyperParameterTuningEndTime()) == false)
return false;
if (other.getLastModifiedTime() == null ^ this.getLastModifiedTime() == null)
return false;
if (other.getLastModifiedTime() != null && other.getLastModifiedTime().equals(this.getLastModifiedTime()) == false)
return false;
if (other.getTrainingJobStatusCounters() == null ^ this.getTrainingJobStatusCounters() == null)
return false;
if (other.getTrainingJobStatusCounters() != null && other.getTrainingJobStatusCounters().equals(this.getTrainingJobStatusCounters()) == false)
return false;
if (other.getObjectiveStatusCounters() == null ^ this.getObjectiveStatusCounters() == null)
return false;
if (other.getObjectiveStatusCounters() != null && other.getObjectiveStatusCounters().equals(this.getObjectiveStatusCounters()) == false)
return false;
if (other.getBestTrainingJob() == null ^ this.getBestTrainingJob() == null)
return false;
if (other.getBestTrainingJob() != null && other.getBestTrainingJob().equals(this.getBestTrainingJob()) == false)
return false;
if (other.getOverallBestTrainingJob() == null ^ this.getOverallBestTrainingJob() == null)
return false;
if (other.getOverallBestTrainingJob() != null && other.getOverallBestTrainingJob().equals(this.getOverallBestTrainingJob()) == false)
return false;
if (other.getWarmStartConfig() == null ^ this.getWarmStartConfig() == null)
return false;
if (other.getWarmStartConfig() != null && other.getWarmStartConfig().equals(this.getWarmStartConfig()) == false)
return false;
if (other.getFailureReason() == null ^ this.getFailureReason() == null)
return false;
if (other.getFailureReason() != null && other.getFailureReason().equals(this.getFailureReason()) == false)
return false;
return true;
}
@Override
public int hashCode() {
final int prime = 31;
int hashCode = 1;
hashCode = prime * hashCode + ((getHyperParameterTuningJobName() == null) ? 0 : getHyperParameterTuningJobName().hashCode());
hashCode = prime * hashCode + ((getHyperParameterTuningJobArn() == null) ? 0 : getHyperParameterTuningJobArn().hashCode());
hashCode = prime * hashCode + ((getHyperParameterTuningJobConfig() == null) ? 0 : getHyperParameterTuningJobConfig().hashCode());
hashCode = prime * hashCode + ((getTrainingJobDefinition() == null) ? 0 : getTrainingJobDefinition().hashCode());
hashCode = prime * hashCode + ((getTrainingJobDefinitions() == null) ? 0 : getTrainingJobDefinitions().hashCode());
hashCode = prime * hashCode + ((getHyperParameterTuningJobStatus() == null) ? 0 : getHyperParameterTuningJobStatus().hashCode());
hashCode = prime * hashCode + ((getCreationTime() == null) ? 0 : getCreationTime().hashCode());
hashCode = prime * hashCode + ((getHyperParameterTuningEndTime() == null) ? 0 : getHyperParameterTuningEndTime().hashCode());
hashCode = prime * hashCode + ((getLastModifiedTime() == null) ? 0 : getLastModifiedTime().hashCode());
hashCode = prime * hashCode + ((getTrainingJobStatusCounters() == null) ? 0 : getTrainingJobStatusCounters().hashCode());
hashCode = prime * hashCode + ((getObjectiveStatusCounters() == null) ? 0 : getObjectiveStatusCounters().hashCode());
hashCode = prime * hashCode + ((getBestTrainingJob() == null) ? 0 : getBestTrainingJob().hashCode());
hashCode = prime * hashCode + ((getOverallBestTrainingJob() == null) ? 0 : getOverallBestTrainingJob().hashCode());
hashCode = prime * hashCode + ((getWarmStartConfig() == null) ? 0 : getWarmStartConfig().hashCode());
hashCode = prime * hashCode + ((getFailureReason() == null) ? 0 : getFailureReason().hashCode());
return hashCode;
}
@Override
public DescribeHyperParameterTuningJobResult clone() {
try {
return (DescribeHyperParameterTuningJobResult) super.clone();
} catch (CloneNotSupportedException e) {
throw new IllegalStateException("Got a CloneNotSupportedException from Object.clone() " + "even though we're Cloneable!", e);
}
}
}