Package software.amazon.awscdk.services.sagemaker

Class CfnFeatureGroup.Builder

java.lang.Object

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

All Implemented Interfaces:

software.amazon.jsii.Builder<CfnFeatureGroup>

Enclosing class:

CfnFeatureGroup

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

A fluent builder for CfnFeatureGroup.

Method Summary

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

create

@Stability(Stable)
public static CfnFeatureGroup.Builder create(software.constructs.Construct scope,
 String id)

Parameters:

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

id - Construct identifier for this resource (unique in its scope). This parameter is required.

Returns:

a new instance of CfnFeatureGroup.Builder.

eventTimeFeatureName

@Stability(Stable)
public CfnFeatureGroup.Builder eventTimeFeatureName(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

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-featuregroup.html#cfn-sagemaker-featuregroup-eventtimefeaturename

featureDefinitions

@Stability(Stable)
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

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-featuregroup.html#cfn-sagemaker-featuregroup-featuredefinitions

featureDefinitions

@Stability(Stable)
public CfnFeatureGroup.Builder featureDefinitions(List<? extends 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

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-featuregroup.html#cfn-sagemaker-featuregroup-featuredefinitions

featureGroupName

@Stability(Stable)
public CfnFeatureGroup.Builder featureGroupName(String featureGroupName)

The name of the FeatureGroup .

Parameters:

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

Returns:

this

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-featuregroup.html#cfn-sagemaker-featuregroup-featuregroupname

recordIdentifierFeatureName

@Stability(Stable)
public CfnFeatureGroup.Builder recordIdentifierFeatureName(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

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-featuregroup.html#cfn-sagemaker-featuregroup-recordidentifierfeaturename

description

@Stability(Stable)
public CfnFeatureGroup.Builder description(String description)

A free form description of a FeatureGroup .

Parameters:

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

Returns:

this

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-featuregroup.html#cfn-sagemaker-featuregroup-description

offlineStoreConfig

@Stability(Stable)
public CfnFeatureGroup.Builder offlineStoreConfig(Object offlineStoreConfig)

The configuration of an OfflineStore .

Parameters:

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

Returns:

this

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-featuregroup.html#cfn-sagemaker-featuregroup-offlinestoreconfig

onlineStoreConfig

@Stability(Stable)
public CfnFeatureGroup.Builder onlineStoreConfig(Object onlineStoreConfig)

The configuration of an OnlineStore .

Parameters:

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

Returns:

this

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-featuregroup.html#cfn-sagemaker-featuregroup-onlinestoreconfig

roleArn

@Stability(Stable)
public CfnFeatureGroup.Builder roleArn(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

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-featuregroup.html#cfn-sagemaker-featuregroup-rolearn

tags

@Stability(Stable)
public CfnFeatureGroup.Builder tags(List<? extends CfnTag> tags)

Tags used to define a FeatureGroup .

Parameters:

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

Returns:

this

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-featuregroup.html#cfn-sagemaker-featuregroup-tags

build

@Stability(Stable)
public CfnFeatureGroup build()

Specified by:

build in interface software.amazon.jsii.Builder<CfnFeatureGroup>

Returns:

a newly built instance of CfnFeatureGroup.