sagemaker/aws.sdk.kotlin.services.sagemaker.model/EndpointInput/Builder

Builder

Properties

An endpoint in customer's account which has enabled DataCaptureConfig enabled.

If specified, monitoring jobs substract this time from the end time. For information about using offsets for scheduling monitoring jobs, see Schedule Model Quality Monitoring Jobs.

excludeFeaturesAttribute

var excludeFeaturesAttribute: String?

The attributes of the input data to exclude from the analysis.

featuresAttribute

var featuresAttribute: String?

The attributes of the input data that are the input features.

inferenceAttribute

var inferenceAttribute: String?

The attribute of the input data that represents the ground truth label.

localPath

var localPath: String?

Path to the filesystem where the endpoint data is available to the container.

probabilityAttribute

var probabilityAttribute: String?

In a classification problem, the attribute that represents the class probability.

probabilityThresholdAttribute

var probabilityThresholdAttribute: Double?

The threshold for the class probability to be evaluated as a positive result.

s3DataDistributionType

var s3DataDistributionType: ProcessingS3DataDistributionType?

Whether input data distributed in Amazon S3 is fully replicated or sharded by an Amazon S3 key. Defaults to FullyReplicated

s3InputMode

var s3InputMode: ProcessingS3InputMode?

Whether the Pipe or File is used as the input mode for transferring data for the monitoring job. Pipe mode is recommended for large datasets. File mode is useful for small files that fit in memory. Defaults to File.

startTimeOffset

var startTimeOffset: String?

If specified, monitoring jobs substract this time from the start time. For information about using offsets for scheduling monitoring jobs, see Schedule Model Quality Monitoring Jobs.