Package com.pulumi.aws.sagemaker.outputs

Class MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInput

  • public final class MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsBatchTransformInput
extends java.lang.Object

    • Method Detail

      • dataCapturedDestinationS3Uri

        public java.lang.String dataCapturedDestinationS3Uri()
        Returns:
        Amazon S3 location being used to capture the data.

      • endTimeOffset

        public java.util.Optional<java.lang.String> endTimeOffset()
        Returns:
        Monitoring jobs subtract this time from the end time.

      • excludeFeaturesAttribute

        public java.util.Optional<java.lang.String> excludeFeaturesAttribute()
        Returns:
        Attributes of the input data to exclude from the analysis.

      • featuresAttribute

        public java.util.Optional<java.lang.String> featuresAttribute()
        Returns:
        Attributes of the input data that are the input features.

      • inferenceAttribute

        public java.util.Optional<java.lang.String> inferenceAttribute()
        Returns:
        Attribute of the input data that represents the ground truth label.

      • localPath

        public java.lang.String localPath()
        Returns:
        Path to the filesystem where the batch transform data is available to the container.

      • probabilityAttribute

        public java.util.Optional<java.lang.String> probabilityAttribute()
        Returns:
        In a classification problem, the attribute that represents the class probability.

      • probabilityThresholdAttribute

        public java.util.Optional<java.lang.Double> probabilityThresholdAttribute()
        Returns:
        Threshold for the class probability to be evaluated as a positive result.

      • s3DataDistributionType

        public java.util.Optional<java.lang.String> s3DataDistributionType()
        Returns:
        Whether input data distributed in Amazon S3 is fully replicated or sharded by an S3 key. Valid values: `FullyReplicated`, `ShardedByS3Key`.

      • s3InputMode

        public java.util.Optional<java.lang.String> s3InputMode()
        Returns:
        Input mode for transferring data for the monitoring job. Valid values: `Pipe`, `File`.

      • startTimeOffset

        public java.util.Optional<java.lang.String> startTimeOffset()
        Returns:
        Monitoring jobs subtract this time from the start time.