MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsEndpointInput class
Constructors
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MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsEndpointInput({Input<String?>? endTimeOffset, required Input<String> endpointName, Input<String?>? excludeFeaturesAttribute, Input<String?>? featuresAttribute, Input<String?>? inferenceAttribute, required Input<String> localPath, Input<String?>? probabilityAttribute, Input<double?>? probabilityThresholdAttribute, Input<String?>? s3DataDistributionType, Input<String?>? s3InputMode, Input<String?>? startTimeOffset})
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Creates a new MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsEndpointInput.
endTimeOffset Monitoring jobs subtract this time from the end time.
endpointName Endpoint in customer's account which has enabled DataCaptureConfig.
excludeFeaturesAttribute Attributes of the input data to exclude from the analysis.
featuresAttribute Attributes of the input data that are the input features.
inferenceAttribute Attribute of the input data that represents the ground truth label.
localPath Path to the filesystem where the endpoint data is available to the container.
probabilityAttribute In a classification problem, the attribute that represents the class probability.
probabilityThresholdAttribute Threshold for the class probability to be evaluated as a positive result.
s3DataDistributionType Whether input data distributed in Amazon S3 is fully replicated or sharded by an S3 key. Valid values: FullyReplicated, ShardedByS3Key.
s3InputMode Input mode for transferring data for the monitoring job. Valid values: Pipe, File.
startTimeOffset Monitoring jobs subtract this time from the start time.
const
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MonitoringScheduleMonitoringScheduleConfigMonitoringJobDefinitionMonitoringInputsEndpointInput.fromMap(Map<String, dynamic> map)
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factory
Properties
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endpointName
→ Input<String>
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Endpoint in customer's account which has enabled
DataCaptureConfig.
final
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endTimeOffset
→ Input<String?>?
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Monitoring jobs subtract this time from the end time.
final
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excludeFeaturesAttribute
→ Input<String?>?
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Attributes of the input data to exclude from the analysis.
final
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featuresAttribute
→ Input<String?>?
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Attributes of the input data that are the input features.
final
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hashCode
→ int
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The hash code for this object.
no setterinherited
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inferenceAttribute
→ Input<String?>?
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Attribute of the input data that represents the ground truth label.
final
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localPath
→ Input<String>
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Path to the filesystem where the endpoint data is available to the container.
final
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probabilityAttribute
→ Input<String?>?
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In a classification problem, the attribute that represents the class probability.
final
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probabilityThresholdAttribute
→ Input<double?>?
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Threshold for the class probability to be evaluated as a positive result.
final
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runtimeType
→ Type
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A representation of the runtime type of the object.
no setterinherited
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s3DataDistributionType
→ Input<String?>?
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Whether input data distributed in Amazon S3 is fully replicated or sharded by an S3 key. Valid values:
FullyReplicated, ShardedByS3Key.
final
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s3InputMode
→ Input<String?>?
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Input mode for transferring data for the monitoring job. Valid values:
Pipe, File.
final
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startTimeOffset
→ Input<String?>?
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Monitoring jobs subtract this time from the start time.
final
