Package com.pulumi.aws.sagemaker.inputs

Class MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsEndpointInputArgs

  • public final class MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsEndpointInputArgs
extends com.pulumi.resources.ResourceArgs

    • Method Detail

      • endTimeOffset

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

      • endpointName

        public com.pulumi.core.Output<java.lang.String> endpointName()
        Returns:
        Endpoint in customer's account which has enabled `DataCaptureConfig`.

      • excludeFeaturesAttribute

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

      • featuresAttribute

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

      • inferenceAttribute

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

      • localPath

        public com.pulumi.core.Output<java.lang.String> localPath()
        Returns:
        Path to the filesystem where the endpoint data is available to the container.

      • probabilityAttribute

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

      • probabilityThresholdAttribute

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

      • s3DataDistributionType

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

      • startTimeOffset

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