NAME

Paws::SageMaker::EndpointInput

USAGE

This class represents one of two things:

Arguments in a call to a service

Use the attributes of this class as arguments to methods. You shouldn't make instances of this class. Each attribute should be used as a named argument in the calls that expect this type of object.

As an example, if Att1 is expected to be a Paws::SageMaker::EndpointInput object:

  $service_obj->Method(Att1 => { EndpointName => $value, ..., StartTimeOffset => $value  });

Results returned from an API call

Use accessors for each attribute. If Att1 is expected to be an Paws::SageMaker::EndpointInput object:

  $result = $service_obj->Method(...);
  $result->Att1->EndpointName

DESCRIPTION

Input object for the endpoint

ATTRIBUTES

REQUIRED EndpointName => Str

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

EndTimeOffset => Str

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 (https://docs.aws.amazon.com/sagemaker/latest/dg/model-monitor-model-quality-schedule.html).

FeaturesAttribute => Str

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

InferenceAttribute => Str

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

REQUIRED LocalPath => Str

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

ProbabilityAttribute => Str

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

ProbabilityThresholdAttribute => Num

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

S3DataDistributionType => Str

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

S3InputMode => Str

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".

StartTimeOffset => Str

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 (https://docs.aws.amazon.com/sagemaker/latest/dg/model-monitor-model-quality-schedule.html).

BUGS and CONTRIBUTIONS

The source code is located here: <https://github.com/pplu/aws-sdk-perl>

Please report bugs to: <https://github.com/pplu/aws-sdk-perl/issues>