class Aws::SageMaker::Types::EndpointInput
Input object for the endpoint
@note When making an API call, you may pass EndpointInput
data as a hash: { endpoint_name: "EndpointName", # required local_path: "ProcessingLocalPath", # required s3_input_mode: "Pipe", # accepts Pipe, File s3_data_distribution_type: "FullyReplicated", # accepts FullyReplicated, ShardedByS3Key features_attribute: "String", inference_attribute: "String", probability_attribute: "String", probability_threshold_attribute: 1.0, start_time_offset: "MonitoringTimeOffsetString", end_time_offset: "MonitoringTimeOffsetString", }
@!attribute [rw] endpoint_name
An endpoint in customer's account which has enabled `DataCaptureConfig` enabled. @return [String]
@!attribute [rw] local_path
Path to the filesystem where the endpoint data is available to the container. @return [String]
@!attribute [rw] s3_input_mode
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`. @return [String]
@!attribute [rw] s3_data_distribution_type
Whether input data distributed in Amazon S3 is fully replicated or sharded by an S3 key. Defaults to `FullyReplicated` @return [String]
@!attribute [rw] features_attribute
The attributes of the input data that are the input features. @return [String]
@!attribute [rw] inference_attribute
The attribute of the input data that represents the ground truth label. @return [String]
@!attribute [rw] probability_attribute
In a classification problem, the attribute that represents the class probability. @return [String]
@!attribute [rw] probability_threshold_attribute
The threshold for the class probability to be evaluated as a positive result. @return [Float]
@!attribute [rw] start_time_offset
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][1]. [1]: https://docs.aws.amazon.com/sagemaker/latest/dg/model-monitor-model-quality-schedule.html @return [String]
@!attribute [rw] end_time_offset
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][1]. [1]: https://docs.aws.amazon.com/sagemaker/latest/dg/model-monitor-model-quality-schedule.html @return [String]
@see docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/EndpointInput AWS API Documentation
Constants
- SENSITIVE