Class DescribeModelVersionResponse

    • Method Detail

      • modelName

        public final String modelName()

        The name of the machine learning model that this version belongs to.

        Returns:
        The name of the machine learning model that this version belongs to.
      • modelArn

        public final String modelArn()

        The Amazon Resource Name (ARN) of the parent machine learning model that this version belong to.

        Returns:
        The Amazon Resource Name (ARN) of the parent machine learning model that this version belong to.
      • modelVersion

        public final Long modelVersion()

        The version of the machine learning model.

        Returns:
        The version of the machine learning model.
      • modelVersionArn

        public final String modelVersionArn()

        The Amazon Resource Name (ARN) of the model version.

        Returns:
        The Amazon Resource Name (ARN) of the model version.
      • datasetName

        public final String datasetName()

        The name of the dataset used to train the model version.

        Returns:
        The name of the dataset used to train the model version.
      • datasetArn

        public final String datasetArn()

        The Amazon Resource Name (ARN) of the dataset used to train the model version.

        Returns:
        The Amazon Resource Name (ARN) of the dataset used to train the model version.
      • schema

        public final String schema()

        The schema of the data used to train the model version.

        Returns:
        The schema of the data used to train the model version.
      • labelsInputConfiguration

        public final LabelsInputConfiguration labelsInputConfiguration()
        Returns the value of the LabelsInputConfiguration property for this object.
        Returns:
        The value of the LabelsInputConfiguration property for this object.
      • trainingDataStartTime

        public final Instant trainingDataStartTime()

        The date on which the training data began being gathered. If you imported the version, this is the date that the training data in the source version began being gathered.

        Returns:
        The date on which the training data began being gathered. If you imported the version, this is the date that the training data in the source version began being gathered.
      • trainingDataEndTime

        public final Instant trainingDataEndTime()

        The date on which the training data finished being gathered. If you imported the version, this is the date that the training data in the source version finished being gathered.

        Returns:
        The date on which the training data finished being gathered. If you imported the version, this is the date that the training data in the source version finished being gathered.
      • evaluationDataStartTime

        public final Instant evaluationDataStartTime()

        The date on which the data in the evaluation set began being gathered. If you imported the version, this is the date that the evaluation set data in the source version began being gathered.

        Returns:
        The date on which the data in the evaluation set began being gathered. If you imported the version, this is the date that the evaluation set data in the source version began being gathered.
      • evaluationDataEndTime

        public final Instant evaluationDataEndTime()

        The date on which the data in the evaluation set began being gathered. If you imported the version, this is the date that the evaluation set data in the source version finished being gathered.

        Returns:
        The date on which the data in the evaluation set began being gathered. If you imported the version, this is the date that the evaluation set data in the source version finished being gathered.
      • roleArn

        public final String roleArn()

        The Amazon Resource Name (ARN) of the role that was used to train the model version.

        Returns:
        The Amazon Resource Name (ARN) of the role that was used to train the model version.
      • dataPreProcessingConfiguration

        public final DataPreProcessingConfiguration dataPreProcessingConfiguration()
        Returns the value of the DataPreProcessingConfiguration property for this object.
        Returns:
        The value of the DataPreProcessingConfiguration property for this object.
      • trainingExecutionStartTime

        public final Instant trainingExecutionStartTime()

        The time when the training of the version began.

        Returns:
        The time when the training of the version began.
      • trainingExecutionEndTime

        public final Instant trainingExecutionEndTime()

        The time when the training of the version completed.

        Returns:
        The time when the training of the version completed.
      • failedReason

        public final String failedReason()

        The failure message if the training of the model version failed.

        Returns:
        The failure message if the training of the model version failed.
      • modelMetrics

        public final String modelMetrics()

        Shows an aggregated summary, in JSON format, of the model's performance within the evaluation time range. These metrics are created when evaluating the model.

        Returns:
        Shows an aggregated summary, in JSON format, of the model's performance within the evaluation time range. These metrics are created when evaluating the model.
      • lastUpdatedTime

        public final Instant lastUpdatedTime()

        Indicates the last time the machine learning model version was updated.

        Returns:
        Indicates the last time the machine learning model version was updated.
      • createdAt

        public final Instant createdAt()

        Indicates the time and date at which the machine learning model version was created.

        Returns:
        Indicates the time and date at which the machine learning model version was created.
      • serverSideKmsKeyId

        public final String serverSideKmsKeyId()

        The identifier of the KMS key key used to encrypt model version data by Amazon Lookout for Equipment.

        Returns:
        The identifier of the KMS key key used to encrypt model version data by Amazon Lookout for Equipment.
      • offCondition

        public final String offCondition()

        Indicates that the asset associated with this sensor has been shut off. As long as this condition is met, Lookout for Equipment will not use data from this asset for training, evaluation, or inference.

        Returns:
        Indicates that the asset associated with this sensor has been shut off. As long as this condition is met, Lookout for Equipment will not use data from this asset for training, evaluation, or inference.
      • sourceModelVersionArn

        public final String sourceModelVersionArn()

        If model version was imported, then this field is the arn of the source model version.

        Returns:
        If model version was imported, then this field is the arn of the source model version.
      • importJobStartTime

        public final Instant importJobStartTime()

        The date and time when the import job began. This field appears if the model version was imported.

        Returns:
        The date and time when the import job began. This field appears if the model version was imported.
      • importJobEndTime

        public final Instant importJobEndTime()

        The date and time when the import job completed. This field appears if the model version was imported.

        Returns:
        The date and time when the import job completed. This field appears if the model version was imported.
      • importedDataSizeInBytes

        public final Long importedDataSizeInBytes()

        The size in bytes of the imported data. This field appears if the model version was imported.

        Returns:
        The size in bytes of the imported data. This field appears if the model version was imported.
      • priorModelMetrics

        public final String priorModelMetrics()

        If the model version was retrained, this field shows a summary of the performance of the prior model on the new training range. You can use the information in this JSON-formatted object to compare the new model version and the prior model version.

        Returns:
        If the model version was retrained, this field shows a summary of the performance of the prior model on the new training range. You can use the information in this JSON-formatted object to compare the new model version and the prior model version.
      • retrainingAvailableDataInDays

        public final Integer retrainingAvailableDataInDays()

        Indicates the number of days of data used in the most recent scheduled retraining run.

        Returns:
        Indicates the number of days of data used in the most recent scheduled retraining run.
      • autoPromotionResult

        public final AutoPromotionResult autoPromotionResult()

        Indicates whether the model version was promoted to be the active version after retraining or if there was an error with or cancellation of the retraining.

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

        Returns:
        Indicates whether the model version was promoted to be the active version after retraining or if there was an error with or cancellation of the retraining.
        See Also:
        AutoPromotionResult
      • autoPromotionResultAsString

        public final String autoPromotionResultAsString()

        Indicates whether the model version was promoted to be the active version after retraining or if there was an error with or cancellation of the retraining.

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

        Returns:
        Indicates whether the model version was promoted to be the active version after retraining or if there was an error with or cancellation of the retraining.
        See Also:
        AutoPromotionResult
      • autoPromotionResultReason

        public final String autoPromotionResultReason()

        Indicates the reason for the AutoPromotionResult. For example, a model might not be promoted if its performance was worse than the active version, if there was an error during training, or if the retraining scheduler was using MANUAL promote mode. The model will be promoted in MANAGED promote mode if the performance is better than the previous model.

        Returns:
        Indicates the reason for the AutoPromotionResult. For example, a model might not be promoted if its performance was worse than the active version, if there was an error during training, or if the retraining scheduler was using MANUAL promote mode. The model will be promoted in MANAGED promote mode if the performance is better than the previous model.
      • 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