EndpointInput - Amazon SageMaker

EndpointInput

Input object for the endpoint

Contents

EndpointName

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

Type: String

Length Constraints: Maximum length of 63.

Pattern: ^[a-zA-Z0-9](-*[a-zA-Z0-9]){0,62}

Required: Yes

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.

Type: String

Length Constraints: Minimum length of 1. Maximum length of 15.

Pattern: ^.?P.*

Required: No

FeaturesAttribute

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

Type: String

Required: No

InferenceAttribute

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

Type: String

Required: No

LocalPath

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

Type: String

Length Constraints: Maximum length of 256.

Pattern: .*

Required: Yes

ProbabilityAttribute

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

Type: String

Required: No

ProbabilityThresholdAttribute

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

Type: Double

Required: No

S3DataDistributionType

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

Type: String

Valid Values: FullyReplicated | ShardedByS3Key

Required: No

S3InputMode

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.

Type: String

Valid Values: Pipe | File

Required: No

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.

Type: String

Length Constraints: Minimum length of 1. Maximum length of 15.

Pattern: ^.?P.*

Required: No

See Also

For more information about using this API in one of the language-specific AWS SDKs, see the following: