EndpointInput

Gets and sets the property EndpointName.

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

Gets and sets the property EndTimeOffset.

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.

Gets and sets the property ExcludeFeaturesAttribute.

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

Gets and sets the property FeaturesAttribute.

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

Gets and sets the property InferenceAttribute.

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

Gets and sets the property LocalPath.

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

Gets and sets the property ProbabilityAttribute.

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

Gets and sets the property ProbabilityThresholdAttribute.

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

Gets and sets the property S3DataDistributionType.

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

Gets and sets the property S3InputMode.

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.

Gets and sets the property StartTimeOffset.

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.