Package software.amazon.awscdk.services.sagemaker

Class CfnModelExplainabilityJobDefinition.BatchTransformInputProperty.Builder

java.lang.Object

software.amazon.awscdk.services.sagemaker.CfnModelExplainabilityJobDefinition.BatchTransformInputProperty.Builder

All Implemented Interfaces:

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

Enclosing interface:

CfnModelExplainabilityJobDefinition.BatchTransformInputProperty

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

A builder for CfnModelExplainabilityJobDefinition.BatchTransformInputProperty

Constructor Summary

Constructors

Constructor	Description
Builder()

Method Summary

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

Sets the value of CfnModelExplainabilityJobDefinition.BatchTransformInputProperty.getDataCapturedDestinationS3Uri()

Parameters:

dataCapturedDestinationS3Uri - The Amazon S3 location being used to capture the data. This parameter is required.

Returns:

this

datasetFormat

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

Sets the value of CfnModelExplainabilityJobDefinition.BatchTransformInputProperty.getDatasetFormat()

Parameters:

datasetFormat - The dataset format for your batch transform job. This parameter is required.

Returns:

this

datasetFormat

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

Sets the value of CfnModelExplainabilityJobDefinition.BatchTransformInputProperty.getDatasetFormat()

Parameters:

datasetFormat - The dataset format for your batch transform job. This parameter is required.

Returns:

this

localPath

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

Sets the value of CfnModelExplainabilityJobDefinition.BatchTransformInputProperty.getLocalPath()

Parameters:

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

Returns:

this

featuresAttribute

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

Sets the value of CfnModelExplainabilityJobDefinition.BatchTransformInputProperty.getFeaturesAttribute()

Parameters:

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

Returns:

this

inferenceAttribute

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

Sets the value of CfnModelExplainabilityJobDefinition.BatchTransformInputProperty.getInferenceAttribute()

Parameters:

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

Returns:

this

probabilityAttribute

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

Sets the value of CfnModelExplainabilityJobDefinition.BatchTransformInputProperty.getProbabilityAttribute()

Parameters:

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

Returns:

this

s3DataDistributionType

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

Sets the value of CfnModelExplainabilityJobDefinition.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 CfnModelExplainabilityJobDefinition.BatchTransformInputProperty.Builder s3InputMode(String s3InputMode)

Sets the value of CfnModelExplainabilityJobDefinition.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 CfnModelExplainabilityJobDefinition.BatchTransformInputProperty build()

Builds the configured instance.

Specified by:

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

Returns:

a new instance of CfnModelExplainabilityJobDefinition.BatchTransformInputProperty

Throws:

NullPointerException - if any required attribute was not provided