Package software.amazon.awscdk.services.sagemaker

Class CfnProcessingJob.DatasetDefinitionProperty.Builder

java.lang.Object

software.amazon.awscdk.services.sagemaker.CfnProcessingJob.DatasetDefinitionProperty.Builder

All Implemented Interfaces:

software.amazon.jsii.Builder<CfnProcessingJob.DatasetDefinitionProperty>

Enclosing interface:

CfnProcessingJob.DatasetDefinitionProperty

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

A builder for CfnProcessingJob.DatasetDefinitionProperty

Constructor Summary

Constructors

Constructor	Description
Builder()

Method Summary

Modifier and Type	Method	Description
CfnProcessingJob.DatasetDefinitionProperty.Builder	athenaDatasetDefinition(IResolvable athenaDatasetDefinition)	Sets the value of CfnProcessingJob.DatasetDefinitionProperty.getAthenaDatasetDefinition()
CfnProcessingJob.DatasetDefinitionProperty.Builder	athenaDatasetDefinition(CfnProcessingJob.AthenaDatasetDefinitionProperty athenaDatasetDefinition)	Sets the value of CfnProcessingJob.DatasetDefinitionProperty.getAthenaDatasetDefinition()
CfnProcessingJob.DatasetDefinitionProperty	build()	Builds the configured instance.
CfnProcessingJob.DatasetDefinitionProperty.Builder	dataDistributionType(String dataDistributionType)	Sets the value of CfnProcessingJob.DatasetDefinitionProperty.getDataDistributionType()
CfnProcessingJob.DatasetDefinitionProperty.Builder	inputMode(String inputMode)	Sets the value of CfnProcessingJob.DatasetDefinitionProperty.getInputMode()
CfnProcessingJob.DatasetDefinitionProperty.Builder	localPath(String localPath)	Sets the value of CfnProcessingJob.DatasetDefinitionProperty.getLocalPath()
CfnProcessingJob.DatasetDefinitionProperty.Builder	redshiftDatasetDefinition(IResolvable redshiftDatasetDefinition)	Sets the value of CfnProcessingJob.DatasetDefinitionProperty.getRedshiftDatasetDefinition()
CfnProcessingJob.DatasetDefinitionProperty.Builder	redshiftDatasetDefinition(CfnProcessingJob.RedshiftDatasetDefinitionProperty redshiftDatasetDefinition)	Sets the value of CfnProcessingJob.DatasetDefinitionProperty.getRedshiftDatasetDefinition()

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

athenaDatasetDefinition

@Stability(Stable)
public CfnProcessingJob.DatasetDefinitionProperty.Builder athenaDatasetDefinition(IResolvable athenaDatasetDefinition)

Sets the value of CfnProcessingJob.DatasetDefinitionProperty.getAthenaDatasetDefinition()

Parameters:

athenaDatasetDefinition - Configuration for Athena Dataset Definition input.

Returns:

this

athenaDatasetDefinition

@Stability(Stable)
public CfnProcessingJob.DatasetDefinitionProperty.Builder athenaDatasetDefinition(CfnProcessingJob.AthenaDatasetDefinitionProperty athenaDatasetDefinition)

Sets the value of CfnProcessingJob.DatasetDefinitionProperty.getAthenaDatasetDefinition()

Parameters:

athenaDatasetDefinition - Configuration for Athena Dataset Definition input.

Returns:

this

dataDistributionType

@Stability(Stable)
public CfnProcessingJob.DatasetDefinitionProperty.Builder dataDistributionType(String dataDistributionType)

Sets the value of CfnProcessingJob.DatasetDefinitionProperty.getDataDistributionType()

Parameters:

dataDistributionType - Whether the generated dataset is FullyReplicated or ShardedByS3Key (default).

Returns:

this

inputMode

@Stability(Stable)
public CfnProcessingJob.DatasetDefinitionProperty.Builder inputMode(String inputMode)

Sets the value of CfnProcessingJob.DatasetDefinitionProperty.getInputMode()

Parameters:

inputMode - Whether to use File or Pipe input mode. In File (default) mode, Amazon SageMaker copies the data from the input source onto the local Amazon Elastic Block Store (Amazon EBS) volumes before starting your training algorithm. This is the most commonly used input mode. In Pipe mode, Amazon SageMaker streams input data from the source directly to your algorithm without using the EBS volume.

Returns:

this

localPath

@Stability(Stable)
public CfnProcessingJob.DatasetDefinitionProperty.Builder localPath(String localPath)

Sets the value of CfnProcessingJob.DatasetDefinitionProperty.getLocalPath()

Parameters:

localPath - The local path where you want Amazon SageMaker to download the Dataset Definition inputs to run a processing job. LocalPath is an absolute path to the input data. This is a required parameter when AppManaged is False (default).

Returns:

this

redshiftDatasetDefinition

@Stability(Stable)
public CfnProcessingJob.DatasetDefinitionProperty.Builder redshiftDatasetDefinition(IResolvable redshiftDatasetDefinition)

Sets the value of CfnProcessingJob.DatasetDefinitionProperty.getRedshiftDatasetDefinition()

Parameters:

redshiftDatasetDefinition - Configuration for Redshift Dataset Definition input.

Returns:

this

redshiftDatasetDefinition

@Stability(Stable)
public CfnProcessingJob.DatasetDefinitionProperty.Builder redshiftDatasetDefinition(CfnProcessingJob.RedshiftDatasetDefinitionProperty redshiftDatasetDefinition)

Sets the value of CfnProcessingJob.DatasetDefinitionProperty.getRedshiftDatasetDefinition()

Parameters:

redshiftDatasetDefinition - Configuration for Redshift Dataset Definition input.

Returns:

this

build

@Stability(Stable)
public CfnProcessingJob.DatasetDefinitionProperty build()

Builds the configured instance.

Specified by:

build in interface software.amazon.jsii.Builder<CfnProcessingJob.DatasetDefinitionProperty>

Returns:

a new instance of CfnProcessingJob.DatasetDefinitionProperty

Throws:

NullPointerException - if any required attribute was not provided