Package software.amazon.awscdk.cfnpropertymixins.services.sagemaker

Class CfnModelExplainabilityJobDefinitionPropsMixin.BatchTransformInputProperty.Builder

java.lang.Object

software.amazon.awscdk.cfnpropertymixins.services.sagemaker.CfnModelExplainabilityJobDefinitionPropsMixin.BatchTransformInputProperty.Builder

All Implemented Interfaces:

software.amazon.jsii.Builder<CfnModelExplainabilityJobDefinitionPropsMixin.BatchTransformInputProperty>

Enclosing interface:

CfnModelExplainabilityJobDefinitionPropsMixin.BatchTransformInputProperty

@Stability(Stable)
public static final class CfnModelExplainabilityJobDefinitionPropsMixin.BatchTransformInputProperty.Builder
extends Object
implements software.amazon.jsii.Builder<CfnModelExplainabilityJobDefinitionPropsMixin.BatchTransformInputProperty>

A builder for CfnModelExplainabilityJobDefinitionPropsMixin.BatchTransformInputProperty

Constructor Summary

Constructors

Constructor	Description
Builder()

Method Summary

Modifier and Type	Method	Description
CfnModelExplainabilityJobDefinitionPropsMixin.BatchTransformInputProperty	build()	Builds the configured instance.
CfnModelExplainabilityJobDefinitionPropsMixin.BatchTransformInputProperty.Builder	dataCapturedDestinationS3Uri(String dataCapturedDestinationS3Uri)	Sets the value of CfnModelExplainabilityJobDefinitionPropsMixin.BatchTransformInputProperty.getDataCapturedDestinationS3Uri()
CfnModelExplainabilityJobDefinitionPropsMixin.BatchTransformInputProperty.Builder	datasetFormat(CfnModelExplainabilityJobDefinitionPropsMixin.DatasetFormatProperty datasetFormat)	Sets the value of CfnModelExplainabilityJobDefinitionPropsMixin.BatchTransformInputProperty.getDatasetFormat()
CfnModelExplainabilityJobDefinitionPropsMixin.BatchTransformInputProperty.Builder	datasetFormat(IResolvable datasetFormat)	Sets the value of CfnModelExplainabilityJobDefinitionPropsMixin.BatchTransformInputProperty.getDatasetFormat()
CfnModelExplainabilityJobDefinitionPropsMixin.BatchTransformInputProperty.Builder	featuresAttribute(String featuresAttribute)	Sets the value of CfnModelExplainabilityJobDefinitionPropsMixin.BatchTransformInputProperty.getFeaturesAttribute()
CfnModelExplainabilityJobDefinitionPropsMixin.BatchTransformInputProperty.Builder	inferenceAttribute(String inferenceAttribute)	Sets the value of CfnModelExplainabilityJobDefinitionPropsMixin.BatchTransformInputProperty.getInferenceAttribute()
CfnModelExplainabilityJobDefinitionPropsMixin.BatchTransformInputProperty.Builder	localPath(String localPath)	Sets the value of CfnModelExplainabilityJobDefinitionPropsMixin.BatchTransformInputProperty.getLocalPath()
CfnModelExplainabilityJobDefinitionPropsMixin.BatchTransformInputProperty.Builder	probabilityAttribute(String probabilityAttribute)	Sets the value of CfnModelExplainabilityJobDefinitionPropsMixin.BatchTransformInputProperty.getProbabilityAttribute()
CfnModelExplainabilityJobDefinitionPropsMixin.BatchTransformInputProperty.Builder	s3DataDistributionType(String s3DataDistributionType)	Sets the value of CfnModelExplainabilityJobDefinitionPropsMixin.BatchTransformInputProperty.getS3DataDistributionType()
CfnModelExplainabilityJobDefinitionPropsMixin.BatchTransformInputProperty.Builder	s3InputMode(String s3InputMode)	Sets the value of CfnModelExplainabilityJobDefinitionPropsMixin.BatchTransformInputProperty.getS3InputMode()

Methods inherited from class java.lang.Object

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

Constructor Details

Builder

public Builder()

Method Details

dataCapturedDestinationS3Uri

@Stability(Stable)
public CfnModelExplainabilityJobDefinitionPropsMixin.BatchTransformInputProperty.Builder dataCapturedDestinationS3Uri(String dataCapturedDestinationS3Uri)

Sets the value of CfnModelExplainabilityJobDefinitionPropsMixin.BatchTransformInputProperty.getDataCapturedDestinationS3Uri()

Parameters:

dataCapturedDestinationS3Uri - The Amazon S3 location being used to capture the data.

Returns:

this

datasetFormat

@Stability(Stable)
public CfnModelExplainabilityJobDefinitionPropsMixin.BatchTransformInputProperty.Builder datasetFormat(IResolvable datasetFormat)

Sets the value of CfnModelExplainabilityJobDefinitionPropsMixin.BatchTransformInputProperty.getDatasetFormat()

Parameters:

datasetFormat - The dataset format for your batch transform job.

Returns:

this

datasetFormat

@Stability(Stable)
public CfnModelExplainabilityJobDefinitionPropsMixin.BatchTransformInputProperty.Builder datasetFormat(CfnModelExplainabilityJobDefinitionPropsMixin.DatasetFormatProperty datasetFormat)

Sets the value of CfnModelExplainabilityJobDefinitionPropsMixin.BatchTransformInputProperty.getDatasetFormat()

Parameters:

datasetFormat - The dataset format for your batch transform job.

Returns:

this

featuresAttribute

@Stability(Stable)
public CfnModelExplainabilityJobDefinitionPropsMixin.BatchTransformInputProperty.Builder featuresAttribute(String featuresAttribute)

Sets the value of CfnModelExplainabilityJobDefinitionPropsMixin.BatchTransformInputProperty.getFeaturesAttribute()

Parameters:

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

Returns:

this

inferenceAttribute

@Stability(Stable)
public CfnModelExplainabilityJobDefinitionPropsMixin.BatchTransformInputProperty.Builder inferenceAttribute(String inferenceAttribute)

Sets the value of CfnModelExplainabilityJobDefinitionPropsMixin.BatchTransformInputProperty.getInferenceAttribute()

Parameters:

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

Returns:

this

localPath

@Stability(Stable)
public CfnModelExplainabilityJobDefinitionPropsMixin.BatchTransformInputProperty.Builder localPath(String localPath)

Sets the value of CfnModelExplainabilityJobDefinitionPropsMixin.BatchTransformInputProperty.getLocalPath()

Parameters:

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

Returns:

this

probabilityAttribute

@Stability(Stable)
public CfnModelExplainabilityJobDefinitionPropsMixin.BatchTransformInputProperty.Builder probabilityAttribute(String probabilityAttribute)

Sets the value of CfnModelExplainabilityJobDefinitionPropsMixin.BatchTransformInputProperty.getProbabilityAttribute()

Parameters:

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

Returns:

this

s3DataDistributionType

@Stability(Stable)
public CfnModelExplainabilityJobDefinitionPropsMixin.BatchTransformInputProperty.Builder s3DataDistributionType(String s3DataDistributionType)

Sets the value of CfnModelExplainabilityJobDefinitionPropsMixin.BatchTransformInputProperty.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

@Stability(Stable)
public CfnModelExplainabilityJobDefinitionPropsMixin.BatchTransformInputProperty.Builder s3InputMode(String s3InputMode)

Sets the value of CfnModelExplainabilityJobDefinitionPropsMixin.BatchTransformInputProperty.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

build

@Stability(Stable)
public CfnModelExplainabilityJobDefinitionPropsMixin.BatchTransformInputProperty build()

Builds the configured instance.

Specified by:

build in interface software.amazon.jsii.Builder<CfnModelExplainabilityJobDefinitionPropsMixin.BatchTransformInputProperty>

Returns:

a new instance of CfnModelExplainabilityJobDefinitionPropsMixin.BatchTransformInputProperty

Throws:

NullPointerException - if any required attribute was not provided