software.amazon.awscdk.services.sagemaker

Class CfnFeatureGroup.Builder

java.lang.Object

software.amazon.awscdk.services.sagemaker.CfnFeatureGroup.Builder

Enclosing class:

CfnFeatureGroup

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

A fluent builder for CfnFeatureGroup.

Method Summary

Modifier and Type	Method and Description
CfnFeatureGroup	build()
static CfnFeatureGroup.Builder	create(Construct scope, java.lang.String id)
CfnFeatureGroup.Builder	description(java.lang.String description) A free form description of a `FeatureGroup` .
CfnFeatureGroup.Builder	eventTimeFeatureName(java.lang.String eventTimeFeatureName) The name of the feature that stores the `EventTime` of a Record in a `FeatureGroup` .
CfnFeatureGroup.Builder	featureDefinitions(IResolvable featureDefinitions) A list of `Feature` s.
CfnFeatureGroup.Builder	featureDefinitions(java.util.List<? extends java.lang.Object> featureDefinitions) A list of `Feature` s.
CfnFeatureGroup.Builder	featureGroupName(java.lang.String featureGroupName) The name of the `FeatureGroup` .
CfnFeatureGroup.Builder	offlineStoreConfig(java.lang.Object offlineStoreConfig) The configuration of an `OfflineStore` .
CfnFeatureGroup.Builder	onlineStoreConfig(java.lang.Object onlineStoreConfig) The configuration of an `OnlineStore` .
CfnFeatureGroup.Builder	recordIdentifierFeatureName(java.lang.String recordIdentifierFeatureName) The name of the `Feature` whose value uniquely identifies a `Record` defined in the `FeatureGroup` `FeatureDefinitions` .
CfnFeatureGroup.Builder	roleArn(java.lang.String roleArn) The Amazon Resource Name (ARN) of the IAM execution role used to create the feature group.
CfnFeatureGroup.Builder	tags(java.util.List<? extends CfnTag> tags) Tags used to define a `FeatureGroup` .

Methods inherited from class java.lang.Object

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

Method Detail

create

public static CfnFeatureGroup.Builder create(Construct scope,
                                             java.lang.String id)

Parameters:

scope - - scope in which this resource is defined. This parameter is required.

id - - scoped id of the resource. This parameter is required.

Returns:

a new instance of CfnFeatureGroup.DataCatalogConfigProperty.Builder.

eventTimeFeatureName

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

The name of the feature that stores the `EventTime` of a Record in a `FeatureGroup` .

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 .

Parameters:

eventTimeFeatureName - The name of the feature that stores the `EventTime` of a Record in a `FeatureGroup` . This parameter is required.

Returns:

this

featureDefinitions

public CfnFeatureGroup.Builder featureDefinitions(IResolvable featureDefinitions)

A list of `Feature` s. Each `Feature` must include a `FeatureName` and a `FeatureType` .

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 .

Parameters:

featureDefinitions - A list of `Feature` s. Each `Feature` must include a `FeatureName` and a `FeatureType` . This parameter is required.

Returns:

this

featureDefinitions

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

A list of `Feature` s. Each `Feature` must include a `FeatureName` and a `FeatureType` .

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 .

Parameters:

featureDefinitions - A list of `Feature` s. Each `Feature` must include a `FeatureName` and a `FeatureType` . This parameter is required.

Returns:

this

featureGroupName

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

The name of the `FeatureGroup` .

Parameters:

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

Returns:

this

recordIdentifierFeatureName

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

The name of the `Feature` whose value uniquely identifies a `Record` defined in the `FeatureGroup` `FeatureDefinitions` .

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 CfnFeatureGroup.Builder description(java.lang.String description)

A free form description of a `FeatureGroup` .

Parameters:

description - A free form description of a `FeatureGroup` . This parameter is required.

Returns:

this

offlineStoreConfig

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

The configuration of an `OfflineStore` .

Parameters:

offlineStoreConfig - The configuration of an `OfflineStore` . This parameter is required.

Returns:

this

onlineStoreConfig

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

The configuration of an `OnlineStore` .

Parameters:

onlineStoreConfig - The configuration of an `OnlineStore` . This parameter is required.

Returns:

this

roleArn

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

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

Parameters:

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

Returns:

this

tags

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

Tags used to define a `FeatureGroup` .

Parameters:

tags - Tags used to define a `FeatureGroup` . This parameter is required.

Returns:

this

build

public CfnFeatureGroup build()