AWS Amazon SageMaker Feature Group
This page shows how to write Terraform and CloudFormation for Amazon SageMaker Feature Group and write them securely.
aws_sagemaker_feature_group (Terraform)
The Feature Group in Amazon SageMaker can be configured in Terraform with the resource name aws_sagemaker_feature_group. The following sections describe 1 example of how to use the resource and its parameters.
Example Usage from GitHub
resource "aws_sagemaker_feature_group" "test" {
feature_group_name = %[1]q
record_identifier_feature_name = %[1]q
event_time_feature_name = %[1]q
role_arn = aws_iam_role.test.arn
Parameters
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arnoptional computed - string -
descriptionoptional - string -
event_time_feature_namerequired - string -
feature_group_namerequired - string -
idoptional computed - string -
record_identifier_feature_namerequired - string -
role_arnrequired - string -
tagsoptional - map from string to string -
feature_definitionlist block-
feature_nameoptional - string -
feature_typeoptional - string
-
-
offline_store_configlist block-
disable_glue_table_creationoptional - bool -
data_catalog_configlist block-
catalogoptional computed - string -
databaseoptional computed - string -
table_nameoptional computed - string
-
-
s3_storage_configlist block-
kms_key_idoptional - string -
s3_urirequired - string
-
-
-
online_store_configlist block-
enable_online_storeoptional - bool -
security_configlist block-
kms_key_idoptional - string
-
-
Explanation in Terraform Registry
Provides a SageMaker Feature Group resource.
AWS::SageMaker::FeatureGroup (CloudFormation)
The FeatureGroup in SageMaker can be configured in CloudFormation with the resource name AWS::SageMaker::FeatureGroup. The following sections describe how to use the resource and its parameters.
Example Usage from GitHub
An example could not be found in GitHub.
Parameters
-
FeatureGroupNamerequired - String -
RecordIdentifierFeatureNamerequired - String -
EventTimeFeatureNamerequired - String -
FeatureDefinitionsrequired - List of FeatureDefinition -
OnlineStoreConfigoptional - Json -
OfflineStoreConfigoptional - Json -
RoleArnoptional - String -
Descriptionoptional - String -
Tagsoptional - List of Tag
Explanation in CloudFormation Registry
Create a new
FeatureGroup. AFeatureGroupis a group ofFeaturesdefined in theFeatureStoreto describe aRecord. TheFeatureGroupdefines the schema and features contained in the FeatureGroup. AFeatureGroupdefinition is composed of a list ofFeatures, aRecordIdentifierFeatureName, anEventTimeFeatureNameand configurations for itsOnlineStoreandOfflineStore. Check AWS service quotas to see theFeatureGroups quota for your AWS account.Important You must include at least one of
OnlineStoreConfigandOfflineStoreConfigto create aFeatureGroup.
Frequently asked questions
What is AWS Amazon SageMaker Feature Group?
AWS Amazon SageMaker Feature Group is a resource for Amazon SageMaker of Amazon Web Service. Settings can be wrote in Terraform and CloudFormation.
Where can I find the example code for the AWS Amazon SageMaker Feature Group?
For Terraform, the JamesWoolfenden/check-encrypt source code example is useful. See the Terraform Example section for further details.
