Interface AutoMLCandidate.Builder

    • Method Detail

      • 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.
      • 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
      • 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.
      • 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
      • 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.
      • 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.
      • 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.