lookoutequipment/aws.sdk.kotlin.services.lookoutequipment.model/DescribeModelVersionResponse/Builder

Builder

Properties

var 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.

autoPromotionResultReason

var autoPromotionResultReason: String?

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.

createdAt

var createdAt: Instant?

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

dataPreProcessingConfiguration

var dataPreProcessingConfiguration: DataPreProcessingConfiguration?

The configuration is the TargetSamplingRate, which is the sampling rate of the data after post processing by Amazon Lookout for Equipment. For example, if you provide data that has been collected at a 1 second level and you want the system to resample the data at a 1 minute rate before training, the TargetSamplingRate is 1 minute.

datasetArn

var datasetArn: String?

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

datasetName

var datasetName: String?

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

evaluationDataEndTime

var evaluationDataEndTime: Instant?

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.

evaluationDataStartTime

var evaluationDataStartTime: Instant?

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.

failedReason

var failedReason: String?

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

importedDataSizeInBytes

var importedDataSizeInBytes: Long?

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

importJobEndTime

var importJobEndTime: Instant?

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

importJobStartTime

var importJobStartTime: Instant?

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

labelsInputConfiguration

var labelsInputConfiguration: LabelsInputConfiguration?

Contains the configuration information for the S3 location being used to hold label data.

lastUpdatedTime

var lastUpdatedTime: Instant?

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

modelArn

var modelArn: String?

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

modelDiagnosticsOutputConfiguration

var modelDiagnosticsOutputConfiguration: ModelDiagnosticsOutputConfiguration?

The Amazon S3 location where Amazon Lookout for Equipment saves the pointwise model diagnostics for the model version.

modelDiagnosticsResultsObject

var modelDiagnosticsResultsObject: S3Object?

The Amazon S3 output prefix for where Lookout for Equipment saves the pointwise model diagnostics for the model version.

modelMetrics

var modelMetrics: String?

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.

modelName

var modelName: String?

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

modelQuality

var modelQuality: ModelQuality?

Provides a quality assessment for a model that uses labels. If Lookout for Equipment determines that the model quality is poor based on training metrics, the value is POOR_QUALITY_DETECTED. Otherwise, the value is QUALITY_THRESHOLD_MET.

modelVersion

var modelVersion: Long?

The version of the machine learning model.

modelVersionArn

var modelVersionArn: String?

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

offCondition

var offCondition: String?

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.

priorModelMetrics

var priorModelMetrics: String?

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

var retrainingAvailableDataInDays: Int?

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

roleArn

var roleArn: String?

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

schema

var schema: String?

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

serverSideKmsKeyId

var serverSideKmsKeyId: String?

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

sourceModelVersionArn

var sourceModelVersionArn: String?

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

sourceType

var sourceType: ModelVersionSourceType?

Indicates whether this model version was created by training or by importing.

status

var status: ModelVersionStatus?

The current status of the model version.

trainingDataEndTime

var trainingDataEndTime: Instant?

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.

trainingDataStartTime

var trainingDataStartTime: Instant?

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.

trainingExecutionEndTime

var trainingExecutionEndTime: Instant?

The time when the training of the version completed.

trainingExecutionStartTime

var trainingExecutionStartTime: Instant?

The time when the training of the version began.