/* * 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; /** * * @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 hyperparameter 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; /** *

* Tuning job completion information returned as the response from a hyperparameter tuning job. This information * tells if your tuning job has or has not converged. It also includes the number of training jobs that have not * improved model performance as evaluated against the objective function. *

*/ private HyperParameterTuningJobCompletionDetails tuningJobCompletionDetails; private HyperParameterTuningJobConsumedResources consumedResources; /** *

* A flag to indicate if autotune is enabled for the hyperparameter tuning job. *

*/ private Autotune autotune; /** *

* The name of the hyperparameter tuning job. *

* * @param hyperParameterTuningJobName * The name of the hyperparameter tuning job. */ public void setHyperParameterTuningJobName(String hyperParameterTuningJobName) { this.hyperParameterTuningJobName = hyperParameterTuningJobName; } /** *

* The name of the hyperparameter tuning job. *

* * @return The name of the hyperparameter tuning job. */ public String getHyperParameterTuningJobName() { return this.hyperParameterTuningJobName; } /** *

* The name of the hyperparameter tuning job. *

* * @param hyperParameterTuningJobName * The name of the hyperparameter 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. *

* 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; } /** *

* * @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; } /** *

* * @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; } /** *

* * @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; } /** *

* * @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; } /** *

* * @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; } /** *

* * @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; } /** *

* * @return Tuning job completion information returned as the response from a hyperparameter tuning job. This * information tells if your tuning job has or has not converged. It also includes the number of training * jobs that have not improved model performance as evaluated against the objective function. */ public HyperParameterTuningJobCompletionDetails getTuningJobCompletionDetails() { return this.tuningJobCompletionDetails; } /** *

* * @param tuningJobCompletionDetails * Tuning job completion information returned as the response from a hyperparameter tuning job. This * information tells if your tuning job has or has not converged. It also includes the number of training * jobs that have not improved model performance as evaluated against the objective function. * @return Returns a reference to this object so that method calls can be chained together. */ public DescribeHyperParameterTuningJobResult withTuningJobCompletionDetails(HyperParameterTuningJobCompletionDetails tuningJobCompletionDetails) { setTuningJobCompletionDetails(tuningJobCompletionDetails); return this; } /** * @param consumedResources */ public void setConsumedResources(HyperParameterTuningJobConsumedResources consumedResources) { this.consumedResources = consumedResources; } /** * @return */ public HyperParameterTuningJobConsumedResources getConsumedResources() { return this.consumedResources; } /** * @param consumedResources * @return Returns a reference to this object so that method calls can be chained together. */ public DescribeHyperParameterTuningJobResult withConsumedResources(HyperParameterTuningJobConsumedResources consumedResources) { setConsumedResources(consumedResources); return this; } /** *

* A flag to indicate if autotune is enabled for the hyperparameter tuning job. *

* * @param autotune * A flag to indicate if autotune is enabled for the hyperparameter tuning job. */ public void setAutotune(Autotune autotune) { this.autotune = autotune; } /** *

* A flag to indicate if autotune is enabled for the hyperparameter tuning job. *

* * @return A flag to indicate if autotune is enabled for the hyperparameter tuning job. */ public Autotune getAutotune() { return this.autotune; } /** *

* A flag to indicate if autotune is enabled for the hyperparameter tuning job. *

* * @param autotune * A flag to indicate if autotune is enabled for the hyperparameter tuning job. * @return Returns a reference to this object so that method calls can be chained together. */ public DescribeHyperParameterTuningJobResult withAutotune(Autotune autotune) { setAutotune(autotune); 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()).append(","); if (getTuningJobCompletionDetails() != null) sb.append("TuningJobCompletionDetails: ").append(getTuningJobCompletionDetails()).append(","); if (getConsumedResources() != null) sb.append("ConsumedResources: ").append(getConsumedResources()).append(","); if (getAutotune() != null) sb.append("Autotune: ").append(getAutotune()); 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; if (other.getTuningJobCompletionDetails() == null ^ this.getTuningJobCompletionDetails() == null) return false; if (other.getTuningJobCompletionDetails() != null && other.getTuningJobCompletionDetails().equals(this.getTuningJobCompletionDetails()) == false) return false; if (other.getConsumedResources() == null ^ this.getConsumedResources() == null) return false; if (other.getConsumedResources() != null && other.getConsumedResources().equals(this.getConsumedResources()) == false) return false; if (other.getAutotune() == null ^ this.getAutotune() == null) return false; if (other.getAutotune() != null && other.getAutotune().equals(this.getAutotune()) == 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()); hashCode = prime * hashCode + ((getTuningJobCompletionDetails() == null) ? 0 : getTuningJobCompletionDetails().hashCode()); hashCode = prime * hashCode + ((getConsumedResources() == null) ? 0 : getConsumedResources().hashCode()); hashCode = prime * hashCode + ((getAutotune() == null) ? 0 : getAutotune().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); } } }