Package software.amazon.awssdk.services.sagemaker.model

Interface AutoMLCandidate.Builder

All Superinterfaces:

Buildable, CopyableBuilder<AutoMLCandidate.Builder,AutoMLCandidate>, SdkBuilder<AutoMLCandidate.Builder,AutoMLCandidate>, SdkPojo

Enclosing class:

AutoMLCandidate

public static interface AutoMLCandidate.Builder
extends SdkPojo, CopyableBuilder<AutoMLCandidate.Builder,AutoMLCandidate>

Method Summary

Modifier and Type	Method	Description
AutoMLCandidate.Builder	candidateName(String candidateName)	The name of the candidate.
default AutoMLCandidate.Builder	candidateProperties(Consumer<CandidateProperties.Builder> candidateProperties)	The properties of an AutoML candidate job.
AutoMLCandidate.Builder	candidateProperties(CandidateProperties candidateProperties)	The properties of an AutoML candidate job.
AutoMLCandidate.Builder	candidateStatus(String candidateStatus)	The candidate's status.
AutoMLCandidate.Builder	candidateStatus(CandidateStatus candidateStatus)	The candidate's status.
AutoMLCandidate.Builder	candidateSteps(Collection<AutoMLCandidateStep> candidateSteps)	Information about the candidate's steps.
AutoMLCandidate.Builder	candidateSteps(Consumer<AutoMLCandidateStep.Builder>... candidateSteps)	Information about the candidate's steps.
AutoMLCandidate.Builder	candidateSteps(AutoMLCandidateStep... candidateSteps)	Information about the candidate's steps.
AutoMLCandidate.Builder	creationTime(Instant creationTime)	The creation time.
AutoMLCandidate.Builder	endTime(Instant endTime)	The end time.
AutoMLCandidate.Builder	failureReason(String failureReason)	The failure reason.
default AutoMLCandidate.Builder	finalAutoMLJobObjectiveMetric(Consumer<FinalAutoMLJobObjectiveMetric.Builder> finalAutoMLJobObjectiveMetric)	Sets the value of the FinalAutoMLJobObjectiveMetric property for this object.
AutoMLCandidate.Builder	finalAutoMLJobObjectiveMetric(FinalAutoMLJobObjectiveMetric finalAutoMLJobObjectiveMetric)	Sets the value of the FinalAutoMLJobObjectiveMetric property for this object.
AutoMLCandidate.Builder	inferenceContainerDefinitions(Map<AutoMLProcessingUnit,? extends Collection<AutoMLContainerDefinition>> inferenceContainerDefinitions)	The mapping of all supported processing unit (CPU, GPU, etc...) to inference container definitions for the candidate.
AutoMLCandidate.Builder	inferenceContainerDefinitionsWithStrings(Map<String,? extends Collection<AutoMLContainerDefinition>> inferenceContainerDefinitions)	The mapping of all supported processing unit (CPU, GPU, etc...) to inference container definitions for the candidate.
AutoMLCandidate.Builder	inferenceContainers(Collection<AutoMLContainerDefinition> inferenceContainers)	Information about the recommended inference container definitions.
AutoMLCandidate.Builder	inferenceContainers(Consumer<AutoMLContainerDefinition.Builder>... inferenceContainers)	Information about the recommended inference container definitions.
AutoMLCandidate.Builder	inferenceContainers(AutoMLContainerDefinition... inferenceContainers)	Information about the recommended inference container definitions.
AutoMLCandidate.Builder	lastModifiedTime(Instant lastModifiedTime)	The last modified time.
AutoMLCandidate.Builder	objectiveStatus(String objectiveStatus)	The objective's status.
AutoMLCandidate.Builder	objectiveStatus(ObjectiveStatus objectiveStatus)	The objective's status.

Methods inherited from interface software.amazon.awssdk.utils.builder.CopyableBuilder

copy

Methods inherited from interface software.amazon.awssdk.utils.builder.SdkBuilder

applyMutation, build

Methods inherited from interface software.amazon.awssdk.core.SdkPojo

equalsBySdkFields, sdkFields

Method Details

candidateName

AutoMLCandidate.Builder candidateName(String candidateName)

The name of the candidate.

Parameters:

candidateName - The name of the candidate.

Returns:

Returns a reference to this object so that method calls can be chained together.

finalAutoMLJobObjectiveMetric

AutoMLCandidate.Builder finalAutoMLJobObjectiveMetric(FinalAutoMLJobObjectiveMetric finalAutoMLJobObjectiveMetric)

Sets the value of the FinalAutoMLJobObjectiveMetric property for this object.

Parameters:

finalAutoMLJobObjectiveMetric - The new value for the FinalAutoMLJobObjectiveMetric property for this object.

Returns:

Returns a reference to this object so that method calls can be chained together.

finalAutoMLJobObjectiveMetric

default AutoMLCandidate.Builder finalAutoMLJobObjectiveMetric(Consumer<FinalAutoMLJobObjectiveMetric.Builder> finalAutoMLJobObjectiveMetric)

Sets the value of the FinalAutoMLJobObjectiveMetric property for this object. This is a convenience method that creates an instance of the FinalAutoMLJobObjectiveMetric.Builder avoiding the need to create one manually via FinalAutoMLJobObjectiveMetric.builder().

When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to finalAutoMLJobObjectiveMetric(FinalAutoMLJobObjectiveMetric).

Parameters:

finalAutoMLJobObjectiveMetric - a consumer that will call methods on FinalAutoMLJobObjectiveMetric.Builder

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

• finalAutoMLJobObjectiveMetric(FinalAutoMLJobObjectiveMetric)

objectiveStatus

AutoMLCandidate.Builder objectiveStatus(String objectiveStatus)

The objective's status.

Parameters:

objectiveStatus - The objective's status.

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

• ObjectiveStatus
• ObjectiveStatus

objectiveStatus

AutoMLCandidate.Builder objectiveStatus(ObjectiveStatus objectiveStatus)

The objective's status.

Parameters:

objectiveStatus - The objective's status.

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

• ObjectiveStatus
• ObjectiveStatus

candidateSteps

AutoMLCandidate.Builder candidateSteps(Collection<AutoMLCandidateStep> candidateSteps)

Information about the candidate's steps.

Parameters:

candidateSteps - Information about the candidate's steps.

Returns:

Returns a reference to this object so that method calls can be chained together.

candidateSteps

AutoMLCandidate.Builder candidateSteps(AutoMLCandidateStep... candidateSteps)

Information about the candidate's steps.

Parameters:

candidateSteps - Information about the candidate's steps.

Returns:

Returns a reference to this object so that method calls can be chained together.

candidateSteps

AutoMLCandidate.Builder candidateSteps(Consumer<AutoMLCandidateStep.Builder>... candidateSteps)

Information about the candidate's steps.

This is a convenience method that creates an instance of the AutoMLCandidateStep.Builder avoiding the need to create one manually via AutoMLCandidateStep.builder() .

When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to candidateSteps(List<AutoMLCandidateStep>).

Parameters:

candidateSteps - a consumer that will call methods on AutoMLCandidateStep.Builder

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

• candidateSteps(java.util.Collection<AutoMLCandidateStep>)

candidateStatus

AutoMLCandidate.Builder candidateStatus(String candidateStatus)

The candidate's status.

Parameters:

candidateStatus - The candidate's status.

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

• CandidateStatus
• CandidateStatus

candidateStatus

AutoMLCandidate.Builder candidateStatus(CandidateStatus candidateStatus)

The candidate's status.

Parameters:

candidateStatus - The candidate's status.

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

• CandidateStatus
• CandidateStatus

inferenceContainers

AutoMLCandidate.Builder inferenceContainers(Collection<AutoMLContainerDefinition> inferenceContainers)

Information about the recommended inference container definitions.

Parameters:

inferenceContainers - Information about the recommended inference container definitions.

Returns:

Returns a reference to this object so that method calls can be chained together.

inferenceContainers

AutoMLCandidate.Builder inferenceContainers(AutoMLContainerDefinition... inferenceContainers)

Information about the recommended inference container definitions.

Parameters:

inferenceContainers - Information about the recommended inference container definitions.

Returns:

Returns a reference to this object so that method calls can be chained together.

inferenceContainers

AutoMLCandidate.Builder inferenceContainers(Consumer<AutoMLContainerDefinition.Builder>... inferenceContainers)

Information about the recommended inference container definitions.

This is a convenience method that creates an instance of the AutoMLContainerDefinition.Builder avoiding the need to create one manually via AutoMLContainerDefinition.builder().

When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to inferenceContainers(List<AutoMLContainerDefinition>).

Parameters:

inferenceContainers - a consumer that will call methods on AutoMLContainerDefinition.Builder

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

• inferenceContainers(java.util.Collection<AutoMLContainerDefinition>)

creationTime

AutoMLCandidate.Builder creationTime(Instant creationTime)

The creation time.

Parameters:

creationTime - The creation time.

Returns:

Returns a reference to this object so that method calls can be chained together.

endTime

AutoMLCandidate.Builder endTime(Instant endTime)

The end time.

Parameters:

endTime - The end time.

Returns:

Returns a reference to this object so that method calls can be chained together.

lastModifiedTime

AutoMLCandidate.Builder lastModifiedTime(Instant lastModifiedTime)

The last modified time.

Parameters:

lastModifiedTime - The last modified time.

Returns:

Returns a reference to this object so that method calls can be chained together.

failureReason

AutoMLCandidate.Builder failureReason(String failureReason)

The failure reason.

Parameters:

failureReason - The failure reason.

Returns:

Returns a reference to this object so that method calls can be chained together.

candidateProperties

AutoMLCandidate.Builder candidateProperties(CandidateProperties candidateProperties)

The properties of an AutoML candidate job.

Parameters:

candidateProperties - The properties of an AutoML candidate job.

Returns:

Returns a reference to this object so that method calls can be chained together.

candidateProperties

default AutoMLCandidate.Builder candidateProperties(Consumer<CandidateProperties.Builder> candidateProperties)

The properties of an AutoML candidate job.

This is a convenience method that creates an instance of the CandidateProperties.Builder avoiding the need to create one manually via CandidateProperties.builder().

When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to candidateProperties(CandidateProperties).

Parameters:

candidateProperties - a consumer that will call methods on CandidateProperties.Builder

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

• candidateProperties(CandidateProperties)

inferenceContainerDefinitionsWithStrings

AutoMLCandidate.Builder inferenceContainerDefinitionsWithStrings(Map<String,? extends Collection<AutoMLContainerDefinition>> inferenceContainerDefinitions)

The mapping of all supported processing unit (CPU, GPU, etc...) to inference container definitions for the candidate. This field is populated for the AutoML jobs V2 (for example, for jobs created by calling CreateAutoMLJobV2) related to image or text classification problem types only.

Parameters:

inferenceContainerDefinitions - The mapping of all supported processing unit (CPU, GPU, etc...) to inference container definitions for the candidate. This field is populated for the AutoML jobs V2 (for example, for jobs created by calling CreateAutoMLJobV2) related to image or text classification problem types only.

Returns:

Returns a reference to this object so that method calls can be chained together.

inferenceContainerDefinitions

AutoMLCandidate.Builder inferenceContainerDefinitions(Map<AutoMLProcessingUnit,? extends Collection<AutoMLContainerDefinition>> inferenceContainerDefinitions)

The mapping of all supported processing unit (CPU, GPU, etc...) to inference container definitions for the candidate. This field is populated for the AutoML jobs V2 (for example, for jobs created by calling CreateAutoMLJobV2) related to image or text classification problem types only.

Parameters:

inferenceContainerDefinitions - The mapping of all supported processing unit (CPU, GPU, etc...) to inference container definitions for the candidate. This field is populated for the AutoML jobs V2 (for example, for jobs created by calling CreateAutoMLJobV2) related to image or text classification problem types only.

Returns:

Returns a reference to this object so that method calls can be chained together.