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

Class DescribeAutoMlJobV2Response

    • Method Detail

      • autoMLJobName

        public final String autoMLJobName()

        Returns the name of the AutoML job V2.

        Returns:
        Returns the name of the AutoML job V2.

      • autoMLJobArn

        public final String autoMLJobArn()

        Returns the Amazon Resource Name (ARN) of the AutoML job V2.

        Returns:
        Returns the Amazon Resource Name (ARN) of the AutoML job V2.

      • hasAutoMLJobInputDataConfig

        public final boolean hasAutoMLJobInputDataConfig()
        For responses, this returns true if the service returned a value for the AutoMLJobInputDataConfig property. This DOES NOT check that the value is non-empty (for which, you should check the isEmpty() method on the property). This is useful because the SDK will never return a null collection or map, but you may need to differentiate between the service returning nothing (or null) and the service returning an empty collection or map. For requests, this returns true if a value for the property was specified in the request builder, and false if a value was not specified.

      • autoMLJobInputDataConfig

        public final List<AutoMLJobChannel> autoMLJobInputDataConfig()

        Returns an array of channel objects describing the input data and their location.

        Attempts to modify the collection returned by this method will result in an UnsupportedOperationException.

        This method will never return null. If you would like to know whether the service returned this field (so that you can differentiate between null and empty), you can use the hasAutoMLJobInputDataConfig() method.

        Returns:
        Returns an array of channel objects describing the input data and their location.

      • outputDataConfig

        public final AutoMLOutputDataConfig outputDataConfig()

        Returns the job's output data config.

        Returns:
        Returns the job's output data config.

      • roleArn

        public final String roleArn()

        The ARN of the IAM role that has read permission to the input data location and write permission to the output data location in Amazon S3.

        Returns:
        The ARN of the IAM role that has read permission to the input data location and write permission to the output data location in Amazon S3.

      • autoMLJobObjective

        public final AutoMLJobObjective autoMLJobObjective()

        Returns the job's objective.

        Returns:
        Returns the job's objective.

      • autoMLProblemTypeConfig

        public final AutoMLProblemTypeConfig autoMLProblemTypeConfig()

        Returns the configuration settings of the problem type set for the AutoML job V2.

        Returns:
        Returns the configuration settings of the problem type set for the AutoML job V2.

      • creationTime

        public final Instant creationTime()

        Returns the creation time of the AutoML job V2.

        Returns:
        Returns the creation time of the AutoML job V2.

      • endTime

        public final Instant endTime()

        Returns the end time of the AutoML job V2.

        Returns:
        Returns the end time of the AutoML job V2.

      • lastModifiedTime

        public final Instant lastModifiedTime()

        Returns the job's last modified time.

        Returns:
        Returns the job's last modified time.

      • failureReason

        public final String failureReason()

        Returns the reason for the failure of the AutoML job V2, when applicable.

        Returns:
        Returns the reason for the failure of the AutoML job V2, when applicable.

      • hasPartialFailureReasons

        public final boolean hasPartialFailureReasons()
        For responses, this returns true if the service returned a value for the PartialFailureReasons property. This DOES NOT check that the value is non-empty (for which, you should check the isEmpty() method on the property). This is useful because the SDK will never return a null collection or map, but you may need to differentiate between the service returning nothing (or null) and the service returning an empty collection or map. For requests, this returns true if a value for the property was specified in the request builder, and false if a value was not specified.

      • partialFailureReasons

        public final List<AutoMLPartialFailureReason> partialFailureReasons()

        Returns a list of reasons for partial failures within an AutoML job V2.

        Attempts to modify the collection returned by this method will result in an UnsupportedOperationException.

        This method will never return null. If you would like to know whether the service returned this field (so that you can differentiate between null and empty), you can use the hasPartialFailureReasons() method.

        Returns:
        Returns a list of reasons for partial failures within an AutoML job V2.

      • bestCandidate

        public final AutoMLCandidate bestCandidate()

        Information about the candidate produced by an AutoML training job V2, including its status, steps, and other properties.

        Returns:
        Information about the candidate produced by an AutoML training job V2, including its status, steps, and other properties.

      • autoMLJobStatusAsString

        public final String autoMLJobStatusAsString()

        Returns the status of the AutoML job V2.

        If the service returns an enum value that is not available in the current SDK version, autoMLJobStatus will return AutoMLJobStatus.UNKNOWN_TO_SDK_VERSION. The raw value returned by the service is available from autoMLJobStatusAsString().

        Returns:
        Returns the status of the AutoML job V2.
        See Also:
        AutoMLJobStatus

      • autoMLJobArtifacts

        public final AutoMLJobArtifacts autoMLJobArtifacts()
        Returns the value of the AutoMLJobArtifacts property for this object.
        Returns:
        The value of the AutoMLJobArtifacts property for this object.

      • resolvedAttributes

        public final AutoMLResolvedAttributes resolvedAttributes()

        Returns the resolved attributes used by the AutoML job V2.

        Returns:
        Returns the resolved attributes used by the AutoML job V2.

      • modelDeployConfig

        public final ModelDeployConfig modelDeployConfig()

        Indicates whether the model was deployed automatically to an endpoint and the name of that endpoint if deployed automatically.

        Returns:
        Indicates whether the model was deployed automatically to an endpoint and the name of that endpoint if deployed automatically.

      • modelDeployResult

        public final ModelDeployResult modelDeployResult()

        Provides information about endpoint for the model deployment.

        Returns:
        Provides information about endpoint for the model deployment.

      • dataSplitConfig

        public final AutoMLDataSplitConfig dataSplitConfig()

        Returns the configuration settings of how the data are split into train and validation datasets.

        Returns:
        Returns the configuration settings of how the data are split into train and validation datasets.

      • securityConfig

        public final AutoMLSecurityConfig securityConfig()

        Returns the security configuration for traffic encryption or Amazon VPC settings.

        Returns:
        Returns the security configuration for traffic encryption or Amazon VPC settings.

      • autoMLComputeConfig

        public final AutoMLComputeConfig autoMLComputeConfig()

        The compute configuration used for the AutoML job V2.

        Returns:
        The compute configuration used for the AutoML job V2.

      • toString

        public final String toString()
        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.
        Overrides:
        toString in class Object