software.amazon.awssdk.services.sagemaker.model

Interface EndpointInput.Builder

All Superinterfaces:

Buildable, CopyableBuilder<EndpointInput.Builder,EndpointInput>, SdkBuilder<EndpointInput.Builder,EndpointInput>, SdkPojo

Enclosing class:

EndpointInput

public static interface EndpointInput.Builder
extends SdkPojo, CopyableBuilder<EndpointInput.Builder,EndpointInput>

Method Summary

Modifier and Type	Method and Description
EndpointInput.Builder	endpointName(String endpointName) An endpoint in customer's account which has enabled DataCaptureConfig enabled.
EndpointInput.Builder	endTimeOffset(String endTimeOffset) If specified, monitoring jobs substract this time from the end time.
EndpointInput.Builder	featuresAttribute(String featuresAttribute) The attributes of the input data that are the input features.
EndpointInput.Builder	inferenceAttribute(String inferenceAttribute) The attribute of the input data that represents the ground truth label.
EndpointInput.Builder	localPath(String localPath) Path to the filesystem where the endpoint data is available to the container.
EndpointInput.Builder	probabilityAttribute(String probabilityAttribute) In a classification problem, the attribute that represents the class probability.
EndpointInput.Builder	probabilityThresholdAttribute(Double probabilityThresholdAttribute) The threshold for the class probability to be evaluated as a positive result.
EndpointInput.Builder	s3DataDistributionType(ProcessingS3DataDistributionType s3DataDistributionType) Whether input data distributed in Amazon S3 is fully replicated or sharded by an S3 key.
EndpointInput.Builder	s3DataDistributionType(String s3DataDistributionType) Whether input data distributed in Amazon S3 is fully replicated or sharded by an S3 key.
EndpointInput.Builder	s3InputMode(ProcessingS3InputMode s3InputMode) Whether the Pipe or File is used as the input mode for transfering data for the monitoring job.
EndpointInput.Builder	s3InputMode(String s3InputMode) Whether the Pipe or File is used as the input mode for transfering data for the monitoring job.
EndpointInput.Builder	startTimeOffset(String startTimeOffset) If specified, monitoring jobs substract this time from the start time.

Methods inherited from interface software.amazon.awssdk.core.SdkPojo

equalsBySdkFields, sdkFields

Methods inherited from interface software.amazon.awssdk.utils.builder.CopyableBuilder

copy

Methods inherited from interface software.amazon.awssdk.utils.builder.SdkBuilder

applyMutation, build

Method Detail

endpointName

EndpointInput.Builder endpointName(String endpointName)

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

Parameters:

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

Returns:

Returns a reference to this object so that method calls can be chained together.

localPath

EndpointInput.Builder localPath(String localPath)

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

Parameters:

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

Returns:

Returns a reference to this object so that method calls can be chained together.

s3InputMode

EndpointInput.Builder s3InputMode(String 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.

Parameters:

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.

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

ProcessingS3InputMode, ProcessingS3InputMode

s3InputMode

EndpointInput.Builder s3InputMode(ProcessingS3InputMode 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.

Parameters:

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.

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

ProcessingS3InputMode, ProcessingS3InputMode

s3DataDistributionType

EndpointInput.Builder s3DataDistributionType(String s3DataDistributionType)

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

Parameters:

s3DataDistributionType - Whether input data distributed in Amazon S3 is fully replicated or sharded by an S3 key. Defauts to FullyReplicated

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

ProcessingS3DataDistributionType, ProcessingS3DataDistributionType

s3DataDistributionType

EndpointInput.Builder s3DataDistributionType(ProcessingS3DataDistributionType s3DataDistributionType)

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

Parameters:

s3DataDistributionType - Whether input data distributed in Amazon S3 is fully replicated or sharded by an S3 key. Defauts to FullyReplicated

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

ProcessingS3DataDistributionType, ProcessingS3DataDistributionType

featuresAttribute

EndpointInput.Builder featuresAttribute(String featuresAttribute)

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

Parameters:

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

Returns:

Returns a reference to this object so that method calls can be chained together.

inferenceAttribute

EndpointInput.Builder inferenceAttribute(String inferenceAttribute)

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

Parameters:

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

Returns:

Returns a reference to this object so that method calls can be chained together.

probabilityAttribute

EndpointInput.Builder probabilityAttribute(String probabilityAttribute)

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

Parameters:

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

Returns:

Returns a reference to this object so that method calls can be chained together.

probabilityThresholdAttribute

EndpointInput.Builder probabilityThresholdAttribute(Double probabilityThresholdAttribute)

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

Parameters:

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

Returns:

Returns a reference to this object so that method calls can be chained together.

startTimeOffset

EndpointInput.Builder startTimeOffset(String 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.

Parameters:

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.

Returns:

Returns a reference to this object so that method calls can be chained together.

endTimeOffset

EndpointInput.Builder endTimeOffset(String 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.

Parameters:

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.

Returns:

Returns a reference to this object so that method calls can be chained together.