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AWS Fundamentals
AWS::SageMaker::FeatureGroup

SageMaker FeatureGroup

Resource Type definition for AWS::SageMaker::FeatureGroup

Properties

10 configurable properties. 4 required. Click a row to see details.

Filter:
PropertyTypeFlags
EventTimeFeatureName
string
RequiredCreate-only
FeatureDefinitions
Array<FeatureDefinition>
Required
FeatureGroupName
string
RequiredCreate-only
RecordIdentifierFeatureName
string
RequiredCreate-only
Description
string
Create-only
OfflineStoreConfig
object
Create-only
OnlineStoreConfig
object
RoleArn
string
Create-only
Tags
Array<Tag>
Create-only
ThroughputConfig
ThroughputConfig

Return Values

Values returned after the resource is created. Access these with Fn::GetAtt.

AttributeTypeDescription
CreationTimestringA timestamp of FeatureGroup creation time.
FeatureGroupStatusstringThe status of the feature group.

Sample CloudFormation Template

A minimal template with required properties and common optional ones.

template.yaml
AWSTemplateFormatVersion: "2010-09-09"
Description: Sample template for AWS::SageMaker::FeatureGroup

Resources:
  MyResource:
    Type: AWS::SageMaker::FeatureGroup
    Properties:
      FeatureGroupName: "my-featuregroupname"
      RecordIdentifierFeatureName: "my-recordidentifierfeaturename"
      EventTimeFeatureName: "my-eventtimefeaturename"
      FeatureDefinitions: []
      Tags:
        - Key: Environment
          Value: Production
      Description: !Ref "AWS::StackName"

Required IAM Permissions

Permissions CloudFormation needs in your IAM role to manage this resource.

create

iam:PassRolekms:CreateGrantkms:DescribeKeyglue:CreateTableglue:GetTableglue:CreateDatabaseglue:GetDatabasesagemaker:CreateFeatureGroup

update

sagemaker:UpdateFeatureGroupsagemaker:DescribeFeatureGroupsagemaker:AddTagssagemaker:ListTagssagemaker:DeleteTags

read

sagemaker:DescribeFeatureGroupsagemaker:ListTags

delete

sagemaker:DeleteFeatureGroupsagemaker:DescribeFeatureGroup

list

sagemaker:ListFeatureGroups

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Quick Facts

ServiceSageMaker
Properties12
Required4
TaggingSupported
Primary IDFeatureGroupName

Supported Operations

CreateUpdateReadDeleteList

Immutable After Creation

These properties cannot be changed after the resource is created. Updating them triggers a replacement.

FeatureGroupNameRecordIdentifierFeatureNameEventTimeFeatureNameOnlineStoreConfig/SecurityConfigOnlineStoreConfig/EnableOnlineStoreOnlineStoreConfig/StorageTypeOfflineStoreConfigRoleArnDescriptionTags

Related Resources

External Links