software.amazon.awscdk.services.sagemaker

Class CfnModelBiasJobDefinition.EndpointInputProperty.Builder

java.lang.Object

software.amazon.awscdk.services.sagemaker.CfnModelBiasJobDefinition.EndpointInputProperty.Builder

Enclosing interface:

CfnModelBiasJobDefinition.EndpointInputProperty

public static final class CfnModelBiasJobDefinition.EndpointInputProperty.Builder
extends java.lang.Object

A builder for CfnModelBiasJobDefinition.EndpointInputProperty

Constructor Summary

Constructors

Constructor and Description
Builder()

Method Summary

Modifier and Type	Method and Description
CfnModelBiasJobDefinition.EndpointInputProperty	build() Builds the configured instance.
CfnModelBiasJobDefinition.EndpointInputProperty.Builder	endpointName(java.lang.String endpointName) Sets the value of CfnModelBiasJobDefinition.EndpointInputProperty.getEndpointName()
CfnModelBiasJobDefinition.EndpointInputProperty.Builder	endTimeOffset(java.lang.String endTimeOffset) Sets the value of CfnModelBiasJobDefinition.EndpointInputProperty.getEndTimeOffset()
CfnModelBiasJobDefinition.EndpointInputProperty.Builder	featuresAttribute(java.lang.String featuresAttribute) Sets the value of CfnModelBiasJobDefinition.EndpointInputProperty.getFeaturesAttribute()
CfnModelBiasJobDefinition.EndpointInputProperty.Builder	inferenceAttribute(java.lang.String inferenceAttribute) Sets the value of CfnModelBiasJobDefinition.EndpointInputProperty.getInferenceAttribute()
CfnModelBiasJobDefinition.EndpointInputProperty.Builder	localPath(java.lang.String localPath) Sets the value of CfnModelBiasJobDefinition.EndpointInputProperty.getLocalPath()
CfnModelBiasJobDefinition.EndpointInputProperty.Builder	probabilityAttribute(java.lang.String probabilityAttribute) Sets the value of CfnModelBiasJobDefinition.EndpointInputProperty.getProbabilityAttribute()
CfnModelBiasJobDefinition.EndpointInputProperty.Builder	probabilityThresholdAttribute(java.lang.Number probabilityThresholdAttribute) Sets the value of CfnModelBiasJobDefinition.EndpointInputProperty.getProbabilityThresholdAttribute()
CfnModelBiasJobDefinition.EndpointInputProperty.Builder	s3DataDistributionType(java.lang.String s3DataDistributionType) Sets the value of CfnModelBiasJobDefinition.EndpointInputProperty.getS3DataDistributionType()
CfnModelBiasJobDefinition.EndpointInputProperty.Builder	s3InputMode(java.lang.String s3InputMode) Sets the value of CfnModelBiasJobDefinition.EndpointInputProperty.getS3InputMode()
CfnModelBiasJobDefinition.EndpointInputProperty.Builder	startTimeOffset(java.lang.String startTimeOffset) Sets the value of CfnModelBiasJobDefinition.EndpointInputProperty.getStartTimeOffset()

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

Builder

public Builder()

Method Detail

endpointName

public CfnModelBiasJobDefinition.EndpointInputProperty.Builder endpointName(java.lang.String endpointName)

Sets the value of CfnModelBiasJobDefinition.EndpointInputProperty.getEndpointName()

Parameters:

endpointName - An endpoint in customer's account which has enabled `DataCaptureConfig` enabled. This parameter is required.

Returns:

this

localPath

public CfnModelBiasJobDefinition.EndpointInputProperty.Builder localPath(java.lang.String localPath)

Sets the value of CfnModelBiasJobDefinition.EndpointInputProperty.getLocalPath()

Parameters:

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

Returns:

this

endTimeOffset

public CfnModelBiasJobDefinition.EndpointInputProperty.Builder endTimeOffset(java.lang.String endTimeOffset)

Sets the value of CfnModelBiasJobDefinition.EndpointInputProperty.getEndTimeOffset()

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:

this

featuresAttribute

public CfnModelBiasJobDefinition.EndpointInputProperty.Builder featuresAttribute(java.lang.String featuresAttribute)

Sets the value of CfnModelBiasJobDefinition.EndpointInputProperty.getFeaturesAttribute()

Parameters:

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

Returns:

this

inferenceAttribute

public CfnModelBiasJobDefinition.EndpointInputProperty.Builder inferenceAttribute(java.lang.String inferenceAttribute)

Sets the value of CfnModelBiasJobDefinition.EndpointInputProperty.getInferenceAttribute()

Parameters:

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

Returns:

this

probabilityAttribute

public CfnModelBiasJobDefinition.EndpointInputProperty.Builder probabilityAttribute(java.lang.String probabilityAttribute)

Sets the value of CfnModelBiasJobDefinition.EndpointInputProperty.getProbabilityAttribute()

Parameters:

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

Returns:

this

probabilityThresholdAttribute

public CfnModelBiasJobDefinition.EndpointInputProperty.Builder probabilityThresholdAttribute(java.lang.Number probabilityThresholdAttribute)

Sets the value of CfnModelBiasJobDefinition.EndpointInputProperty.getProbabilityThresholdAttribute()

Parameters:

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

Returns:

this

s3DataDistributionType

public CfnModelBiasJobDefinition.EndpointInputProperty.Builder s3DataDistributionType(java.lang.String s3DataDistributionType)

Sets the value of CfnModelBiasJobDefinition.EndpointInputProperty.getS3DataDistributionType()

Parameters:

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

Returns:

this

s3InputMode

public CfnModelBiasJobDefinition.EndpointInputProperty.Builder s3InputMode(java.lang.String s3InputMode)

Sets the value of CfnModelBiasJobDefinition.EndpointInputProperty.getS3InputMode()

Parameters:

s3InputMode - Whether the `Pipe` or `File` is used as the input mode for transferring 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:

this

startTimeOffset

public CfnModelBiasJobDefinition.EndpointInputProperty.Builder startTimeOffset(java.lang.String startTimeOffset)

Sets the value of CfnModelBiasJobDefinition.EndpointInputProperty.getStartTimeOffset()

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:

this

build

public CfnModelBiasJobDefinition.EndpointInputProperty build()

Builds the configured instance.

Returns:

a new instance of CfnModelBiasJobDefinition.EndpointInputProperty

Throws:

java.lang.NullPointerException - if any required attribute was not provided