Model
data class ModelBiasJobDefinitionEndpointInputArgs(val endTimeOffset: Output<String>? = null, val endpointName: Output<String>, val featuresAttribute: Output<String>? = null, val inferenceAttribute: Output<String>? = null, val localPath: Output<String>, val probabilityAttribute: Output<String>? = null, val probabilityThresholdAttribute: Output<Double>? = null, val s3DataDistributionType: Output<ModelBiasJobDefinitionEndpointInputS3DataDistributionType>? = null, val s3InputMode: Output<ModelBiasJobDefinitionEndpointInputS3InputMode>? = null, val startTimeOffset: Output<String>? = null) : ConvertibleToJava<ModelBiasJobDefinitionEndpointInputArgs>
The endpoint for a monitoring job.
Constructors
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constructor(endTimeOffset: Output<String>? = null, endpointName: Output<String>, featuresAttribute: Output<String>? = null, inferenceAttribute: Output<String>? = null, localPath: Output<String>, probabilityAttribute: Output<String>? = null, probabilityThresholdAttribute: Output<Double>? = null, s3DataDistributionType: Output<ModelBiasJobDefinitionEndpointInputS3DataDistributionType>? = null, s3InputMode: Output<ModelBiasJobDefinitionEndpointInputS3InputMode>? = null, startTimeOffset: Output<String>? = null)
Properties
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An endpoint in customer's account which has enabled DataCaptureConfig enabled.
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Monitoring end time offset, e.g. PT0H
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JSONpath to locate features in JSONlines dataset
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Index or JSONpath to locate predicted label(s)
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Index or JSONpath to locate probabilities
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The threshold for the class probability to be evaluated as a positive result.
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val s3DataDistributionType: Output<ModelBiasJobDefinitionEndpointInputS3DataDistributionType>? = null
Whether input data distributed in Amazon S3 is fully replicated or sharded by an S3 key. Defauts to FullyReplicated
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Whether the Pipe or File is used as the input mode for transfering 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.
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Monitoring start time offset, e.g. -PT1H