software.amazon.awscdk.services.sagemaker

Class CfnFeatureGroupProps.Builder

java.lang.Object

software.amazon.awscdk.services.sagemaker.CfnFeatureGroupProps.Builder

Enclosing interface:

CfnFeatureGroupProps

public static final class CfnFeatureGroupProps.Builder
extends java.lang.Object

A builder for CfnFeatureGroupProps

Constructor Summary

Constructors

Constructor and Description
Builder()

Method Summary

Modifier and Type	Method and Description
CfnFeatureGroupProps	build() Builds the configured instance.
CfnFeatureGroupProps.Builder	description(java.lang.String description) Sets the value of CfnFeatureGroupProps.getDescription()
CfnFeatureGroupProps.Builder	eventTimeFeatureName(java.lang.String eventTimeFeatureName) Sets the value of CfnFeatureGroupProps.getEventTimeFeatureName()
CfnFeatureGroupProps.Builder	featureDefinitions(IResolvable featureDefinitions) Sets the value of CfnFeatureGroupProps.getFeatureDefinitions()
CfnFeatureGroupProps.Builder	featureDefinitions(java.util.List<? extends java.lang.Object> featureDefinitions) Sets the value of CfnFeatureGroupProps.getFeatureDefinitions()
CfnFeatureGroupProps.Builder	featureGroupName(java.lang.String featureGroupName) Sets the value of CfnFeatureGroupProps.getFeatureGroupName()
CfnFeatureGroupProps.Builder	offlineStoreConfig(java.lang.Object offlineStoreConfig) Sets the value of CfnFeatureGroupProps.getOfflineStoreConfig()
CfnFeatureGroupProps.Builder	onlineStoreConfig(java.lang.Object onlineStoreConfig) Sets the value of CfnFeatureGroupProps.getOnlineStoreConfig()
CfnFeatureGroupProps.Builder	recordIdentifierFeatureName(java.lang.String recordIdentifierFeatureName) Sets the value of CfnFeatureGroupProps.getRecordIdentifierFeatureName()
CfnFeatureGroupProps.Builder	roleArn(java.lang.String roleArn) Sets the value of CfnFeatureGroupProps.getRoleArn()
CfnFeatureGroupProps.Builder	tags(java.util.List<? extends CfnTag> tags) Sets the value of CfnFeatureGroupProps.getTags()

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

eventTimeFeatureName

public CfnFeatureGroupProps.Builder eventTimeFeatureName(java.lang.String eventTimeFeatureName)

Sets the value of CfnFeatureGroupProps.getEventTimeFeatureName()

Parameters:

eventTimeFeatureName - The name of the feature that stores the `EventTime` of a Record in a `FeatureGroup` . This parameter is required. A EventTime is point in time when a new event occurs that corresponds to the creation or update of a Record in FeatureGroup . All Records in the FeatureGroup must have a corresponding EventTime .

Returns:

this

featureDefinitions

public CfnFeatureGroupProps.Builder featureDefinitions(IResolvable featureDefinitions)

Sets the value of CfnFeatureGroupProps.getFeatureDefinitions()

Parameters:

featureDefinitions - A list of `Feature` s. Each `Feature` must include a `FeatureName` and a `FeatureType` . This parameter is required. Valid FeatureType s are Integral , Fractional and String .

FeatureName s cannot be any of the following: is_deleted , write_time , api_invocation_time .

You can create up to 2,500 FeatureDefinition s per FeatureGroup .

Returns:

this

featureDefinitions

public CfnFeatureGroupProps.Builder featureDefinitions(java.util.List<? extends java.lang.Object> featureDefinitions)

Sets the value of CfnFeatureGroupProps.getFeatureDefinitions()

Parameters:

featureDefinitions - A list of `Feature` s. Each `Feature` must include a `FeatureName` and a `FeatureType` . This parameter is required. Valid FeatureType s are Integral , Fractional and String .

FeatureName s cannot be any of the following: is_deleted , write_time , api_invocation_time .

You can create up to 2,500 FeatureDefinition s per FeatureGroup .

Returns:

this

featureGroupName

public CfnFeatureGroupProps.Builder featureGroupName(java.lang.String featureGroupName)

Sets the value of CfnFeatureGroupProps.getFeatureGroupName()

Parameters:

featureGroupName - The name of the `FeatureGroup` . This parameter is required.

Returns:

this

recordIdentifierFeatureName

public CfnFeatureGroupProps.Builder recordIdentifierFeatureName(java.lang.String recordIdentifierFeatureName)

Sets the value of CfnFeatureGroupProps.getRecordIdentifierFeatureName()

Parameters:

recordIdentifierFeatureName - The name of the `Feature` whose value uniquely identifies a `Record` defined in the `FeatureGroup` `FeatureDefinitions` . This parameter is required.

Returns:

this

description

public CfnFeatureGroupProps.Builder description(java.lang.String description)

Sets the value of CfnFeatureGroupProps.getDescription()

Parameters:

description - A free form description of a `FeatureGroup` .

Returns:

this

offlineStoreConfig

public CfnFeatureGroupProps.Builder offlineStoreConfig(java.lang.Object offlineStoreConfig)

Sets the value of CfnFeatureGroupProps.getOfflineStoreConfig()

Parameters:

offlineStoreConfig - The configuration of an `OfflineStore` .

Returns:

this

onlineStoreConfig

public CfnFeatureGroupProps.Builder onlineStoreConfig(java.lang.Object onlineStoreConfig)

Sets the value of CfnFeatureGroupProps.getOnlineStoreConfig()

Parameters:

onlineStoreConfig - The configuration of an `OnlineStore` .

Returns:

this

roleArn

public CfnFeatureGroupProps.Builder roleArn(java.lang.String roleArn)

Sets the value of CfnFeatureGroupProps.getRoleArn()

Parameters:

roleArn - The Amazon Resource Name (ARN) of the IAM execution role used to create the feature group.

Returns:

this

tags

public CfnFeatureGroupProps.Builder tags(java.util.List<? extends CfnTag> tags)

Sets the value of CfnFeatureGroupProps.getTags()

Parameters:

tags - Tags used to define a `FeatureGroup` .

Returns:

this

build

public CfnFeatureGroupProps build()

Builds the configured instance.

Returns:

a new instance of CfnFeatureGroupProps

Throws:

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