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->EndpointNameDESCRIPTION
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).
SEE ALSO
This class forms part of Paws, describing an object used in Paws::SageMaker
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