AWS Native v0.77.0, Sep 20 23

AWS Native is in preview. AWS Classic is fully supported.

AWS Native v0.77.0 published on Wednesday, Sep 20, 2023 by Pulumi

pulumi/pulumi-aws-native

aws-native.sagemaker.FeatureGroup

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AWS Native is in preview. AWS Classic is fully supported.

AWS Native v0.77.0 published on Wednesday, Sep 20, 2023 by Pulumi

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Resource Type definition for AWS::SageMaker::FeatureGroup

Create FeatureGroup Resource

new FeatureGroup(name: string, args: FeatureGroupArgs, opts?: CustomResourceOptions);

@overload
def FeatureGroup(resource_name: str,
                 opts: Optional[ResourceOptions] = None,
                 description: Optional[str] = None,
                 event_time_feature_name: Optional[str] = None,
                 feature_definitions: Optional[Sequence[FeatureGroupFeatureDefinitionArgs]] = None,
                 feature_group_name: Optional[str] = None,
                 offline_store_config: Optional[OfflineStoreConfigPropertiesArgs] = None,
                 online_store_config: Optional[OnlineStoreConfigPropertiesArgs] = None,
                 record_identifier_feature_name: Optional[str] = None,
                 role_arn: Optional[str] = None,
                 tags: Optional[Sequence[FeatureGroupTagArgs]] = None)
@overload
def FeatureGroup(resource_name: str,
                 args: FeatureGroupArgs,
                 opts: Optional[ResourceOptions] = None)

func NewFeatureGroup(ctx *Context, name string, args FeatureGroupArgs, opts ...ResourceOption) (*FeatureGroup, error)

public FeatureGroup(string name, FeatureGroupArgs args, CustomResourceOptions? opts = null)

public FeatureGroup(String name, FeatureGroupArgs args)
public FeatureGroup(String name, FeatureGroupArgs args, CustomResourceOptions options)

type: aws-native:sagemaker:FeatureGroup
properties: # The arguments to resource properties.
options: # Bag of options to control resource's behavior.

name string: The unique name of the resource.
args FeatureGroupArgs: The arguments to resource properties.
opts CustomResourceOptions: Bag of options to control resource's behavior.

resource_name str: The unique name of the resource.
args FeatureGroupArgs: The arguments to resource properties.
opts ResourceOptions: Bag of options to control resource's behavior.

ctx Context: Context object for the current deployment.
name string: The unique name of the resource.
args FeatureGroupArgs: The arguments to resource properties.
opts ResourceOption: Bag of options to control resource's behavior.

name string: The unique name of the resource.
args FeatureGroupArgs: The arguments to resource properties.
opts CustomResourceOptions: Bag of options to control resource's behavior.

name String: The unique name of the resource.
args FeatureGroupArgs: The arguments to resource properties.
options CustomResourceOptions: Bag of options to control resource's behavior.

FeatureGroup Resource Properties

To learn more about resource properties and how to use them, see Inputs and Outputs in the Architecture and Concepts docs.

Inputs

The FeatureGroup resource accepts the following input properties:

EventTimeFeatureName string: The Event Time Feature Name.
FeatureDefinitions List<Pulumi.AwsNative.SageMaker.Inputs.FeatureGroupFeatureDefinition>: An Array of Feature Definition
RecordIdentifierFeatureName string: The Record Identifier Feature Name.
Description string: Description about the FeatureGroup.
FeatureGroupName string: The Name of the FeatureGroup.
OfflineStoreConfig Pulumi.AwsNative.SageMaker.Inputs.OfflineStoreConfigProperties
OnlineStoreConfig Pulumi.AwsNative.SageMaker.Inputs.OnlineStoreConfigProperties
RoleArn string: Role Arn
Tags List<Pulumi.AwsNative.SageMaker.Inputs.FeatureGroupTag>: An array of key-value pair to apply to this resource.

EventTimeFeatureName string: The Event Time Feature Name.
FeatureDefinitions []FeatureGroupFeatureDefinitionArgs: An Array of Feature Definition
RecordIdentifierFeatureName string: The Record Identifier Feature Name.
Description string: Description about the FeatureGroup.
FeatureGroupName string: The Name of the FeatureGroup.
OfflineStoreConfig OfflineStoreConfigPropertiesArgs
OnlineStoreConfig OnlineStoreConfigPropertiesArgs
RoleArn string: Role Arn
Tags []FeatureGroupTagArgs: An array of key-value pair to apply to this resource.

eventTimeFeatureName String: The Event Time Feature Name.
featureDefinitions List<FeatureGroupFeatureDefinition>: An Array of Feature Definition
recordIdentifierFeatureName String: The Record Identifier Feature Name.
description String: Description about the FeatureGroup.
featureGroupName String: The Name of the FeatureGroup.
offlineStoreConfig OfflineStoreConfigProperties
onlineStoreConfig OnlineStoreConfigProperties
roleArn String: Role Arn
tags List<FeatureGroupTag>: An array of key-value pair to apply to this resource.

eventTimeFeatureName string: The Event Time Feature Name.
featureDefinitions FeatureGroupFeatureDefinition[]: An Array of Feature Definition
recordIdentifierFeatureName string: The Record Identifier Feature Name.
description string: Description about the FeatureGroup.
featureGroupName string: The Name of the FeatureGroup.
offlineStoreConfig OfflineStoreConfigProperties
onlineStoreConfig OnlineStoreConfigProperties
roleArn string: Role Arn
tags FeatureGroupTag[]: An array of key-value pair to apply to this resource.

event_time_feature_name str: The Event Time Feature Name.
feature_definitions Sequence[FeatureGroupFeatureDefinitionArgs]: An Array of Feature Definition
record_identifier_feature_name str: The Record Identifier Feature Name.
description str: Description about the FeatureGroup.
feature_group_name str: The Name of the FeatureGroup.
offline_store_config OfflineStoreConfigPropertiesArgs
online_store_config OnlineStoreConfigPropertiesArgs
role_arn str: Role Arn
tags Sequence[FeatureGroupTagArgs]: An array of key-value pair to apply to this resource.

eventTimeFeatureName String: The Event Time Feature Name.
featureDefinitions List<Property Map>: An Array of Feature Definition
recordIdentifierFeatureName String: The Record Identifier Feature Name.
description String: Description about the FeatureGroup.
featureGroupName String: The Name of the FeatureGroup.
offlineStoreConfig Property Map
onlineStoreConfig Property Map
roleArn String: Role Arn
tags List<Property Map>: An array of key-value pair to apply to this resource.

Outputs

All input properties are implicitly available as output properties. Additionally, the FeatureGroup resource produces the following output properties:

CreationTime string: A timestamp of FeatureGroup creation time.
FeatureGroupStatus string: The status of the feature group.
Id string: The provider-assigned unique ID for this managed resource.

CreationTime string: A timestamp of FeatureGroup creation time.
FeatureGroupStatus string: The status of the feature group.
Id string: The provider-assigned unique ID for this managed resource.

creationTime String: A timestamp of FeatureGroup creation time.
featureGroupStatus String: The status of the feature group.
id String: The provider-assigned unique ID for this managed resource.

creationTime string: A timestamp of FeatureGroup creation time.
featureGroupStatus string: The status of the feature group.
id string: The provider-assigned unique ID for this managed resource.

creation_time str: A timestamp of FeatureGroup creation time.
feature_group_status str: The status of the feature group.
id str: The provider-assigned unique ID for this managed resource.

creationTime String: A timestamp of FeatureGroup creation time.
featureGroupStatus String: The status of the feature group.
id String: The provider-assigned unique ID for this managed resource.

Supporting Types

FeatureGroupDataCatalogConfig, FeatureGroupDataCatalogConfigArgs

Catalog string
Database string
TableName string

Catalog string
Database string
TableName string

catalog String
database String
tableName String

catalog string
database string
tableName string

catalog str
database str
table_name str

catalog String
database String
tableName String

FeatureGroupFeatureDefinition, FeatureGroupFeatureDefinitionArgs

FeatureName string
FeatureType Pulumi.AwsNative.SageMaker.FeatureGroupFeatureDefinitionFeatureType

FeatureName string
FeatureType FeatureGroupFeatureDefinitionFeatureType

featureName String
featureType FeatureGroupFeatureDefinitionFeatureType

featureName string
featureType FeatureGroupFeatureDefinitionFeatureType

feature_name str
feature_type FeatureGroupFeatureDefinitionFeatureType

featureName String
featureType "Integral" | "Fractional" | "String"

FeatureGroupFeatureDefinitionFeatureType, FeatureGroupFeatureDefinitionFeatureTypeArgs

Integral: Integral
Fractional: Fractional
String: String

FeatureGroupFeatureDefinitionFeatureTypeIntegral: Integral
FeatureGroupFeatureDefinitionFeatureTypeFractional: Fractional
FeatureGroupFeatureDefinitionFeatureTypeString: String

Integral: Integral
Fractional: Fractional
String: String

Integral: Integral
Fractional: Fractional
String: String

INTEGRAL: Integral
FRACTIONAL: Fractional
STRING: String

"Integral": Integral
"Fractional": Fractional
"String": String

FeatureGroupOnlineStoreSecurityConfig, FeatureGroupOnlineStoreSecurityConfigArgs

KmsKeyId string

KmsKeyId string

kmsKeyId String

kmsKeyId string

kms_key_id str

kmsKeyId String

FeatureGroupS3StorageConfig, FeatureGroupS3StorageConfigArgs

S3Uri string
KmsKeyId string

S3Uri string
KmsKeyId string

s3Uri String
kmsKeyId String

s3Uri string
kmsKeyId string

s3_uri str
kms_key_id str

s3Uri String
kmsKeyId String

FeatureGroupTableFormat, FeatureGroupTableFormatArgs

Iceberg: Iceberg
Glue: Glue

FeatureGroupTableFormatIceberg: Iceberg
FeatureGroupTableFormatGlue: Glue

Iceberg: Iceberg
Glue: Glue

Iceberg: Iceberg
Glue: Glue

ICEBERG: Iceberg
GLUE: Glue

"Iceberg": Iceberg
"Glue": Glue

FeatureGroupTag, FeatureGroupTagArgs

Key string
Value string

Key string
Value string

key String
value String

key string
value string

key str
value str

key String
value String

OfflineStoreConfigProperties, OfflineStoreConfigPropertiesArgs

S3StorageConfig Pulumi.AwsNative.SageMaker.Inputs.FeatureGroupS3StorageConfig
DataCatalogConfig Pulumi.AwsNative.SageMaker.Inputs.FeatureGroupDataCatalogConfig
DisableGlueTableCreation bool
TableFormat Pulumi.AwsNative.SageMaker.FeatureGroupTableFormat

S3StorageConfig FeatureGroupS3StorageConfig
DataCatalogConfig FeatureGroupDataCatalogConfig
DisableGlueTableCreation bool
TableFormat FeatureGroupTableFormat

s3StorageConfig FeatureGroupS3StorageConfig
dataCatalogConfig FeatureGroupDataCatalogConfig
disableGlueTableCreation Boolean
tableFormat FeatureGroupTableFormat

s3StorageConfig FeatureGroupS3StorageConfig
dataCatalogConfig FeatureGroupDataCatalogConfig
disableGlueTableCreation boolean
tableFormat FeatureGroupTableFormat

s3_storage_config FeatureGroupS3StorageConfig
data_catalog_config FeatureGroupDataCatalogConfig
disable_glue_table_creation bool
table_format FeatureGroupTableFormat

s3StorageConfig Property Map
dataCatalogConfig Property Map
disableGlueTableCreation Boolean
tableFormat "Iceberg" | "Glue"

OnlineStoreConfigProperties, OnlineStoreConfigPropertiesArgs

EnableOnlineStore bool
SecurityConfig Pulumi.AwsNative.SageMaker.Inputs.FeatureGroupOnlineStoreSecurityConfig

EnableOnlineStore bool
SecurityConfig FeatureGroupOnlineStoreSecurityConfig

enableOnlineStore Boolean
securityConfig FeatureGroupOnlineStoreSecurityConfig

enableOnlineStore boolean
securityConfig FeatureGroupOnlineStoreSecurityConfig

enable_online_store bool
security_config FeatureGroupOnlineStoreSecurityConfig

enableOnlineStore Boolean
securityConfig Property Map

Package Details

Repository: AWS Native pulumi/pulumi-aws-native
License: Apache-2.0

AWS Native is in preview. AWS Classic is fully supported.

AWS Native v0.77.0 published on Wednesday, Sep 20, 2023 by Pulumi

pulumi/pulumi-aws-native

On this page

Request a Change