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aws.sagemaker.FeatureGroup
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Try AWS Native preview for resources not in the classic version.
Provides a SageMaker Feature Group resource.
Example Usage
Basic usage
using System.Collections.Generic;
using System.Linq;
using Pulumi;
using Aws = Pulumi.Aws;
return await Deployment.RunAsync(() =>
{
var example = new Aws.Sagemaker.FeatureGroup("example", new()
{
FeatureGroupName = "example",
RecordIdentifierFeatureName = "example",
EventTimeFeatureName = "example",
RoleArn = aws_iam_role.Test.Arn,
FeatureDefinitions = new[]
{
new Aws.Sagemaker.Inputs.FeatureGroupFeatureDefinitionArgs
{
FeatureName = "example",
FeatureType = "String",
},
},
OnlineStoreConfig = new Aws.Sagemaker.Inputs.FeatureGroupOnlineStoreConfigArgs
{
EnableOnlineStore = true,
},
});
});
package main
import (
"github.com/pulumi/pulumi-aws/sdk/v6/go/aws/sagemaker"
"github.com/pulumi/pulumi/sdk/v3/go/pulumi"
)
func main() {
pulumi.Run(func(ctx *pulumi.Context) error {
_, err := sagemaker.NewFeatureGroup(ctx, "example", &sagemaker.FeatureGroupArgs{
FeatureGroupName: pulumi.String("example"),
RecordIdentifierFeatureName: pulumi.String("example"),
EventTimeFeatureName: pulumi.String("example"),
RoleArn: pulumi.Any(aws_iam_role.Test.Arn),
FeatureDefinitions: sagemaker.FeatureGroupFeatureDefinitionArray{
&sagemaker.FeatureGroupFeatureDefinitionArgs{
FeatureName: pulumi.String("example"),
FeatureType: pulumi.String("String"),
},
},
OnlineStoreConfig: &sagemaker.FeatureGroupOnlineStoreConfigArgs{
EnableOnlineStore: pulumi.Bool(true),
},
})
if err != nil {
return err
}
return nil
})
}
package generated_program;
import com.pulumi.Context;
import com.pulumi.Pulumi;
import com.pulumi.core.Output;
import com.pulumi.aws.sagemaker.FeatureGroup;
import com.pulumi.aws.sagemaker.FeatureGroupArgs;
import com.pulumi.aws.sagemaker.inputs.FeatureGroupFeatureDefinitionArgs;
import com.pulumi.aws.sagemaker.inputs.FeatureGroupOnlineStoreConfigArgs;
import java.util.List;
import java.util.ArrayList;
import java.util.Map;
import java.io.File;
import java.nio.file.Files;
import java.nio.file.Paths;
public class App {
public static void main(String[] args) {
Pulumi.run(App::stack);
}
public static void stack(Context ctx) {
var example = new FeatureGroup("example", FeatureGroupArgs.builder()
.featureGroupName("example")
.recordIdentifierFeatureName("example")
.eventTimeFeatureName("example")
.roleArn(aws_iam_role.test().arn())
.featureDefinitions(FeatureGroupFeatureDefinitionArgs.builder()
.featureName("example")
.featureType("String")
.build())
.onlineStoreConfig(FeatureGroupOnlineStoreConfigArgs.builder()
.enableOnlineStore(true)
.build())
.build());
}
}
import pulumi
import pulumi_aws as aws
example = aws.sagemaker.FeatureGroup("example",
feature_group_name="example",
record_identifier_feature_name="example",
event_time_feature_name="example",
role_arn=aws_iam_role["test"]["arn"],
feature_definitions=[aws.sagemaker.FeatureGroupFeatureDefinitionArgs(
feature_name="example",
feature_type="String",
)],
online_store_config=aws.sagemaker.FeatureGroupOnlineStoreConfigArgs(
enable_online_store=True,
))
import * as pulumi from "@pulumi/pulumi";
import * as aws from "@pulumi/aws";
const example = new aws.sagemaker.FeatureGroup("example", {
featureGroupName: "example",
recordIdentifierFeatureName: "example",
eventTimeFeatureName: "example",
roleArn: aws_iam_role.test.arn,
featureDefinitions: [{
featureName: "example",
featureType: "String",
}],
onlineStoreConfig: {
enableOnlineStore: true,
},
});
resources:
example:
type: aws:sagemaker:FeatureGroup
properties:
featureGroupName: example
recordIdentifierFeatureName: example
eventTimeFeatureName: example
roleArn: ${aws_iam_role.test.arn}
featureDefinitions:
- featureName: example
featureType: String
onlineStoreConfig:
enableOnlineStore: true
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[FeatureGroupOfflineStoreConfigArgs] = None,
online_store_config: Optional[FeatureGroupOnlineStoreConfigArgs] = None,
record_identifier_feature_name: Optional[str] = None,
role_arn: Optional[str] = None,
tags: Optional[Mapping[str, str]] = 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: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:
- Event
Time stringFeature Name The name of the feature that stores the EventTime of a Record in a Feature Group.
- Feature
Definitions List<Pulumi.Aws. Sagemaker. Inputs. Feature Group Feature Definition> A list of Feature names and types. See Feature Definition Below.
- Feature
Group stringName The name of the Feature Group. The name must be unique within an AWS Region in an AWS account.
- Record
Identifier stringFeature Name The name of the Feature whose value uniquely identifies a Record defined in the Feature Store. Only the latest record per identifier value will be stored in the Online Store.
- Role
Arn string The Amazon Resource Name (ARN) of the IAM execution role used to persist data into the Offline Store if an
offline_store_config
is provided.- Description string
A free-form description of a Feature Group.
- Offline
Store Pulumi.Config Aws. Sagemaker. Inputs. Feature Group Offline Store Config The Offline Feature Store Configuration. See Offline Store Config Below.
- Online
Store Pulumi.Config Aws. Sagemaker. Inputs. Feature Group Online Store Config The Online Feature Store Configuration. See Online Store Config Below.
- Dictionary<string, string>
Map of resource tags for the resource. .If configured with a provider
default_tags
configuration block present, tags with matching keys will overwrite those defined at the provider-level.
- Event
Time stringFeature Name The name of the feature that stores the EventTime of a Record in a Feature Group.
- Feature
Definitions []FeatureGroup Feature Definition Args A list of Feature names and types. See Feature Definition Below.
- Feature
Group stringName The name of the Feature Group. The name must be unique within an AWS Region in an AWS account.
- Record
Identifier stringFeature Name The name of the Feature whose value uniquely identifies a Record defined in the Feature Store. Only the latest record per identifier value will be stored in the Online Store.
- Role
Arn string The Amazon Resource Name (ARN) of the IAM execution role used to persist data into the Offline Store if an
offline_store_config
is provided.- Description string
A free-form description of a Feature Group.
- Offline
Store FeatureConfig Group Offline Store Config Args The Offline Feature Store Configuration. See Offline Store Config Below.
- Online
Store FeatureConfig Group Online Store Config Args The Online Feature Store Configuration. See Online Store Config Below.
- map[string]string
Map of resource tags for the resource. .If configured with a provider
default_tags
configuration block present, tags with matching keys will overwrite those defined at the provider-level.
- event
Time StringFeature Name The name of the feature that stores the EventTime of a Record in a Feature Group.
- feature
Definitions List<FeatureGroup Feature Definition> A list of Feature names and types. See Feature Definition Below.
- feature
Group StringName The name of the Feature Group. The name must be unique within an AWS Region in an AWS account.
- record
Identifier StringFeature Name The name of the Feature whose value uniquely identifies a Record defined in the Feature Store. Only the latest record per identifier value will be stored in the Online Store.
- role
Arn String The Amazon Resource Name (ARN) of the IAM execution role used to persist data into the Offline Store if an
offline_store_config
is provided.- description String
A free-form description of a Feature Group.
- offline
Store FeatureConfig Group Offline Store Config The Offline Feature Store Configuration. See Offline Store Config Below.
- online
Store FeatureConfig Group Online Store Config The Online Feature Store Configuration. See Online Store Config Below.
- Map<String,String>
Map of resource tags for the resource. .If configured with a provider
default_tags
configuration block present, tags with matching keys will overwrite those defined at the provider-level.
- event
Time stringFeature Name The name of the feature that stores the EventTime of a Record in a Feature Group.
- feature
Definitions FeatureGroup Feature Definition[] A list of Feature names and types. See Feature Definition Below.
- feature
Group stringName The name of the Feature Group. The name must be unique within an AWS Region in an AWS account.
- record
Identifier stringFeature Name The name of the Feature whose value uniquely identifies a Record defined in the Feature Store. Only the latest record per identifier value will be stored in the Online Store.
- role
Arn string The Amazon Resource Name (ARN) of the IAM execution role used to persist data into the Offline Store if an
offline_store_config
is provided.- description string
A free-form description of a Feature Group.
- offline
Store FeatureConfig Group Offline Store Config The Offline Feature Store Configuration. See Offline Store Config Below.
- online
Store FeatureConfig Group Online Store Config The Online Feature Store Configuration. See Online Store Config Below.
- {[key: string]: string}
Map of resource tags for the resource. .If configured with a provider
default_tags
configuration block present, tags with matching keys will overwrite those defined at the provider-level.
- event_
time_ strfeature_ name The name of the feature that stores the EventTime of a Record in a Feature Group.
- feature_
definitions Sequence[FeatureGroup Feature Definition Args] A list of Feature names and types. See Feature Definition Below.
- feature_
group_ strname The name of the Feature Group. The name must be unique within an AWS Region in an AWS account.
- record_
identifier_ strfeature_ name The name of the Feature whose value uniquely identifies a Record defined in the Feature Store. Only the latest record per identifier value will be stored in the Online Store.
- role_
arn str The Amazon Resource Name (ARN) of the IAM execution role used to persist data into the Offline Store if an
offline_store_config
is provided.- description str
A free-form description of a Feature Group.
- offline_
store_ Featureconfig Group Offline Store Config Args The Offline Feature Store Configuration. See Offline Store Config Below.
- online_
store_ Featureconfig Group Online Store Config Args The Online Feature Store Configuration. See Online Store Config Below.
- Mapping[str, str]
Map of resource tags for the resource. .If configured with a provider
default_tags
configuration block present, tags with matching keys will overwrite those defined at the provider-level.
- event
Time StringFeature Name The name of the feature that stores the EventTime of a Record in a Feature Group.
- feature
Definitions List<Property Map> A list of Feature names and types. See Feature Definition Below.
- feature
Group StringName The name of the Feature Group. The name must be unique within an AWS Region in an AWS account.
- record
Identifier StringFeature Name The name of the Feature whose value uniquely identifies a Record defined in the Feature Store. Only the latest record per identifier value will be stored in the Online Store.
- role
Arn String The Amazon Resource Name (ARN) of the IAM execution role used to persist data into the Offline Store if an
offline_store_config
is provided.- description String
A free-form description of a Feature Group.
- offline
Store Property MapConfig The Offline Feature Store Configuration. See Offline Store Config Below.
- online
Store Property MapConfig The Online Feature Store Configuration. See Online Store Config Below.
- Map<String>
Map of resource tags for the resource. .If configured with a provider
default_tags
configuration block present, tags with matching keys will overwrite those defined at the provider-level.
Outputs
All input properties are implicitly available as output properties. Additionally, the FeatureGroup resource produces the following output properties:
- Arn string
The Amazon Resource Name (ARN) assigned by AWS to this feature_group.
- Id string
The provider-assigned unique ID for this managed resource.
- Dictionary<string, string>
A map of tags assigned to the resource, including those inherited from the provider
default_tags
configuration block.Please use
tags
instead.
- Arn string
The Amazon Resource Name (ARN) assigned by AWS to this feature_group.
- Id string
The provider-assigned unique ID for this managed resource.
- map[string]string
A map of tags assigned to the resource, including those inherited from the provider
default_tags
configuration block.Please use
tags
instead.
- arn String
The Amazon Resource Name (ARN) assigned by AWS to this feature_group.
- id String
The provider-assigned unique ID for this managed resource.
- Map<String,String>
A map of tags assigned to the resource, including those inherited from the provider
default_tags
configuration block.Please use
tags
instead.
- arn string
The Amazon Resource Name (ARN) assigned by AWS to this feature_group.
- id string
The provider-assigned unique ID for this managed resource.
- {[key: string]: string}
A map of tags assigned to the resource, including those inherited from the provider
default_tags
configuration block.Please use
tags
instead.
Look up Existing FeatureGroup Resource
Get an existing FeatureGroup resource’s state with the given name, ID, and optional extra properties used to qualify the lookup.
public static get(name: string, id: Input<ID>, state?: FeatureGroupState, opts?: CustomResourceOptions): FeatureGroup
@staticmethod
def get(resource_name: str,
id: str,
opts: Optional[ResourceOptions] = None,
arn: Optional[str] = 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[FeatureGroupOfflineStoreConfigArgs] = None,
online_store_config: Optional[FeatureGroupOnlineStoreConfigArgs] = None,
record_identifier_feature_name: Optional[str] = None,
role_arn: Optional[str] = None,
tags: Optional[Mapping[str, str]] = None,
tags_all: Optional[Mapping[str, str]] = None) -> FeatureGroup
func GetFeatureGroup(ctx *Context, name string, id IDInput, state *FeatureGroupState, opts ...ResourceOption) (*FeatureGroup, error)
public static FeatureGroup Get(string name, Input<string> id, FeatureGroupState? state, CustomResourceOptions? opts = null)
public static FeatureGroup get(String name, Output<String> id, FeatureGroupState state, CustomResourceOptions options)
Resource lookup is not supported in YAML
- name
- The unique name of the resulting resource.
- id
- The unique provider ID of the resource to lookup.
- state
- Any extra arguments used during the lookup.
- opts
- A bag of options that control this resource's behavior.
- resource_name
- The unique name of the resulting resource.
- id
- The unique provider ID of the resource to lookup.
- name
- The unique name of the resulting resource.
- id
- The unique provider ID of the resource to lookup.
- state
- Any extra arguments used during the lookup.
- opts
- A bag of options that control this resource's behavior.
- name
- The unique name of the resulting resource.
- id
- The unique provider ID of the resource to lookup.
- state
- Any extra arguments used during the lookup.
- opts
- A bag of options that control this resource's behavior.
- name
- The unique name of the resulting resource.
- id
- The unique provider ID of the resource to lookup.
- state
- Any extra arguments used during the lookup.
- opts
- A bag of options that control this resource's behavior.
- Arn string
The Amazon Resource Name (ARN) assigned by AWS to this feature_group.
- Description string
A free-form description of a Feature Group.
- Event
Time stringFeature Name The name of the feature that stores the EventTime of a Record in a Feature Group.
- Feature
Definitions List<Pulumi.Aws. Sagemaker. Inputs. Feature Group Feature Definition> A list of Feature names and types. See Feature Definition Below.
- Feature
Group stringName The name of the Feature Group. The name must be unique within an AWS Region in an AWS account.
- Offline
Store Pulumi.Config Aws. Sagemaker. Inputs. Feature Group Offline Store Config The Offline Feature Store Configuration. See Offline Store Config Below.
- Online
Store Pulumi.Config Aws. Sagemaker. Inputs. Feature Group Online Store Config The Online Feature Store Configuration. See Online Store Config Below.
- Record
Identifier stringFeature Name The name of the Feature whose value uniquely identifies a Record defined in the Feature Store. Only the latest record per identifier value will be stored in the Online Store.
- Role
Arn string The Amazon Resource Name (ARN) of the IAM execution role used to persist data into the Offline Store if an
offline_store_config
is provided.- Dictionary<string, string>
Map of resource tags for the resource. .If configured with a provider
default_tags
configuration block present, tags with matching keys will overwrite those defined at the provider-level.- Dictionary<string, string>
A map of tags assigned to the resource, including those inherited from the provider
default_tags
configuration block.Please use
tags
instead.
- Arn string
The Amazon Resource Name (ARN) assigned by AWS to this feature_group.
- Description string
A free-form description of a Feature Group.
- Event
Time stringFeature Name The name of the feature that stores the EventTime of a Record in a Feature Group.
- Feature
Definitions []FeatureGroup Feature Definition Args A list of Feature names and types. See Feature Definition Below.
- Feature
Group stringName The name of the Feature Group. The name must be unique within an AWS Region in an AWS account.
- Offline
Store FeatureConfig Group Offline Store Config Args The Offline Feature Store Configuration. See Offline Store Config Below.
- Online
Store FeatureConfig Group Online Store Config Args The Online Feature Store Configuration. See Online Store Config Below.
- Record
Identifier stringFeature Name The name of the Feature whose value uniquely identifies a Record defined in the Feature Store. Only the latest record per identifier value will be stored in the Online Store.
- Role
Arn string The Amazon Resource Name (ARN) of the IAM execution role used to persist data into the Offline Store if an
offline_store_config
is provided.- map[string]string
Map of resource tags for the resource. .If configured with a provider
default_tags
configuration block present, tags with matching keys will overwrite those defined at the provider-level.- map[string]string
A map of tags assigned to the resource, including those inherited from the provider
default_tags
configuration block.Please use
tags
instead.
- arn String
The Amazon Resource Name (ARN) assigned by AWS to this feature_group.
- description String
A free-form description of a Feature Group.
- event
Time StringFeature Name The name of the feature that stores the EventTime of a Record in a Feature Group.
- feature
Definitions List<FeatureGroup Feature Definition> A list of Feature names and types. See Feature Definition Below.
- feature
Group StringName The name of the Feature Group. The name must be unique within an AWS Region in an AWS account.
- offline
Store FeatureConfig Group Offline Store Config The Offline Feature Store Configuration. See Offline Store Config Below.
- online
Store FeatureConfig Group Online Store Config The Online Feature Store Configuration. See Online Store Config Below.
- record
Identifier StringFeature Name The name of the Feature whose value uniquely identifies a Record defined in the Feature Store. Only the latest record per identifier value will be stored in the Online Store.
- role
Arn String The Amazon Resource Name (ARN) of the IAM execution role used to persist data into the Offline Store if an
offline_store_config
is provided.- Map<String,String>
Map of resource tags for the resource. .If configured with a provider
default_tags
configuration block present, tags with matching keys will overwrite those defined at the provider-level.- Map<String,String>
A map of tags assigned to the resource, including those inherited from the provider
default_tags
configuration block.Please use
tags
instead.
- arn string
The Amazon Resource Name (ARN) assigned by AWS to this feature_group.
- description string
A free-form description of a Feature Group.
- event
Time stringFeature Name The name of the feature that stores the EventTime of a Record in a Feature Group.
- feature
Definitions FeatureGroup Feature Definition[] A list of Feature names and types. See Feature Definition Below.
- feature
Group stringName The name of the Feature Group. The name must be unique within an AWS Region in an AWS account.
- offline
Store FeatureConfig Group Offline Store Config The Offline Feature Store Configuration. See Offline Store Config Below.
- online
Store FeatureConfig Group Online Store Config The Online Feature Store Configuration. See Online Store Config Below.
- record
Identifier stringFeature Name The name of the Feature whose value uniquely identifies a Record defined in the Feature Store. Only the latest record per identifier value will be stored in the Online Store.
- role
Arn string The Amazon Resource Name (ARN) of the IAM execution role used to persist data into the Offline Store if an
offline_store_config
is provided.- {[key: string]: string}
Map of resource tags for the resource. .If configured with a provider
default_tags
configuration block present, tags with matching keys will overwrite those defined at the provider-level.- {[key: string]: string}
A map of tags assigned to the resource, including those inherited from the provider
default_tags
configuration block.Please use
tags
instead.
- arn str
The Amazon Resource Name (ARN) assigned by AWS to this feature_group.
- description str
A free-form description of a Feature Group.
- event_
time_ strfeature_ name The name of the feature that stores the EventTime of a Record in a Feature Group.
- feature_
definitions Sequence[FeatureGroup Feature Definition Args] A list of Feature names and types. See Feature Definition Below.
- feature_
group_ strname The name of the Feature Group. The name must be unique within an AWS Region in an AWS account.
- offline_
store_ Featureconfig Group Offline Store Config Args The Offline Feature Store Configuration. See Offline Store Config Below.
- online_
store_ Featureconfig Group Online Store Config Args The Online Feature Store Configuration. See Online Store Config Below.
- record_
identifier_ strfeature_ name The name of the Feature whose value uniquely identifies a Record defined in the Feature Store. Only the latest record per identifier value will be stored in the Online Store.
- role_
arn str The Amazon Resource Name (ARN) of the IAM execution role used to persist data into the Offline Store if an
offline_store_config
is provided.- Mapping[str, str]
Map of resource tags for the resource. .If configured with a provider
default_tags
configuration block present, tags with matching keys will overwrite those defined at the provider-level.- Mapping[str, str]
A map of tags assigned to the resource, including those inherited from the provider
default_tags
configuration block.Please use
tags
instead.
- arn String
The Amazon Resource Name (ARN) assigned by AWS to this feature_group.
- description String
A free-form description of a Feature Group.
- event
Time StringFeature Name The name of the feature that stores the EventTime of a Record in a Feature Group.
- feature
Definitions List<Property Map> A list of Feature names and types. See Feature Definition Below.
- feature
Group StringName The name of the Feature Group. The name must be unique within an AWS Region in an AWS account.
- offline
Store Property MapConfig The Offline Feature Store Configuration. See Offline Store Config Below.
- online
Store Property MapConfig The Online Feature Store Configuration. See Online Store Config Below.
- record
Identifier StringFeature Name The name of the Feature whose value uniquely identifies a Record defined in the Feature Store. Only the latest record per identifier value will be stored in the Online Store.
- role
Arn String The Amazon Resource Name (ARN) of the IAM execution role used to persist data into the Offline Store if an
offline_store_config
is provided.- Map<String>
Map of resource tags for the resource. .If configured with a provider
default_tags
configuration block present, tags with matching keys will overwrite those defined at the provider-level.- Map<String>
A map of tags assigned to the resource, including those inherited from the provider
default_tags
configuration block.Please use
tags
instead.
Supporting Types
FeatureGroupFeatureDefinition, FeatureGroupFeatureDefinitionArgs
- Feature
Name string The name of a feature.
feature_name
cannot be any of the following:is_deleted
,write_time
,api_invocation_time
.- Feature
Type string The value type of a feature. Valid values are
Integral
,Fractional
, orString
.
- Feature
Name string The name of a feature.
feature_name
cannot be any of the following:is_deleted
,write_time
,api_invocation_time
.- Feature
Type string The value type of a feature. Valid values are
Integral
,Fractional
, orString
.
- feature
Name String The name of a feature.
feature_name
cannot be any of the following:is_deleted
,write_time
,api_invocation_time
.- feature
Type String The value type of a feature. Valid values are
Integral
,Fractional
, orString
.
- feature
Name string The name of a feature.
feature_name
cannot be any of the following:is_deleted
,write_time
,api_invocation_time
.- feature
Type string The value type of a feature. Valid values are
Integral
,Fractional
, orString
.
- feature_
name str The name of a feature.
feature_name
cannot be any of the following:is_deleted
,write_time
,api_invocation_time
.- feature_
type str The value type of a feature. Valid values are
Integral
,Fractional
, orString
.
- feature
Name String The name of a feature.
feature_name
cannot be any of the following:is_deleted
,write_time
,api_invocation_time
.- feature
Type String The value type of a feature. Valid values are
Integral
,Fractional
, orString
.
FeatureGroupOfflineStoreConfig, FeatureGroupOfflineStoreConfigArgs
- S3Storage
Config Pulumi.Aws. Sagemaker. Inputs. Feature Group Offline Store Config S3Storage Config The Amazon Simple Storage (Amazon S3) location of OfflineStore. See S3 Storage Config Below.
- Data
Catalog Pulumi.Config Aws. Sagemaker. Inputs. Feature Group Offline Store Config Data Catalog Config The meta data of the Glue table that is autogenerated when an OfflineStore is created. See Data Catalog Config Below.
- Disable
Glue boolTable Creation Set to
true
to turn Online Store On.- Table
Format string Format for the offline store table. Supported formats are
Glue
(Default) and ApacheIceberg
(https://iceberg.apache.org/).
- S3Storage
Config FeatureGroup Offline Store Config S3Storage Config The Amazon Simple Storage (Amazon S3) location of OfflineStore. See S3 Storage Config Below.
- Data
Catalog FeatureConfig Group Offline Store Config Data Catalog Config The meta data of the Glue table that is autogenerated when an OfflineStore is created. See Data Catalog Config Below.
- Disable
Glue boolTable Creation Set to
true
to turn Online Store On.- Table
Format string Format for the offline store table. Supported formats are
Glue
(Default) and ApacheIceberg
(https://iceberg.apache.org/).
- s3Storage
Config FeatureGroup Offline Store Config S3Storage Config The Amazon Simple Storage (Amazon S3) location of OfflineStore. See S3 Storage Config Below.
- data
Catalog FeatureConfig Group Offline Store Config Data Catalog Config The meta data of the Glue table that is autogenerated when an OfflineStore is created. See Data Catalog Config Below.
- disable
Glue BooleanTable Creation Set to
true
to turn Online Store On.- table
Format String Format for the offline store table. Supported formats are
Glue
(Default) and ApacheIceberg
(https://iceberg.apache.org/).
- s3Storage
Config FeatureGroup Offline Store Config S3Storage Config The Amazon Simple Storage (Amazon S3) location of OfflineStore. See S3 Storage Config Below.
- data
Catalog FeatureConfig Group Offline Store Config Data Catalog Config The meta data of the Glue table that is autogenerated when an OfflineStore is created. See Data Catalog Config Below.
- disable
Glue booleanTable Creation Set to
true
to turn Online Store On.- table
Format string Format for the offline store table. Supported formats are
Glue
(Default) and ApacheIceberg
(https://iceberg.apache.org/).
- s3_
storage_ Featureconfig Group Offline Store Config S3Storage Config The Amazon Simple Storage (Amazon S3) location of OfflineStore. See S3 Storage Config Below.
- data_
catalog_ Featureconfig Group Offline Store Config Data Catalog Config The meta data of the Glue table that is autogenerated when an OfflineStore is created. See Data Catalog Config Below.
- disable_
glue_ booltable_ creation Set to
true
to turn Online Store On.- table_
format str Format for the offline store table. Supported formats are
Glue
(Default) and ApacheIceberg
(https://iceberg.apache.org/).
- s3Storage
Config Property Map The Amazon Simple Storage (Amazon S3) location of OfflineStore. See S3 Storage Config Below.
- data
Catalog Property MapConfig The meta data of the Glue table that is autogenerated when an OfflineStore is created. See Data Catalog Config Below.
- disable
Glue BooleanTable Creation Set to
true
to turn Online Store On.- table
Format String Format for the offline store table. Supported formats are
Glue
(Default) and ApacheIceberg
(https://iceberg.apache.org/).
FeatureGroupOfflineStoreConfigDataCatalogConfig, FeatureGroupOfflineStoreConfigDataCatalogConfigArgs
- catalog str
The name of the Glue table catalog.
- database str
The name of the Glue table database.
- table_
name str The name of the Glue table.
FeatureGroupOfflineStoreConfigS3StorageConfig, FeatureGroupOfflineStoreConfigS3StorageConfigArgs
- s3_
uri str The S3 URI, or location in Amazon S3, of OfflineStore.
- kms_
key_ strid The AWS Key Management Service (KMS) key ID of the key used to encrypt any objects written into the OfflineStore S3 location.
FeatureGroupOnlineStoreConfig, FeatureGroupOnlineStoreConfigArgs
- Enable
Online boolStore Set to
true
to disable the automatic creation of an AWS Glue table when configuring an OfflineStore.- Security
Config Pulumi.Aws. Sagemaker. Inputs. Feature Group Online Store Config Security Config Security config for at-rest encryption of your OnlineStore. See Security Config Below.
- Enable
Online boolStore Set to
true
to disable the automatic creation of an AWS Glue table when configuring an OfflineStore.- Security
Config FeatureGroup Online Store Config Security Config Security config for at-rest encryption of your OnlineStore. See Security Config Below.
- enable
Online BooleanStore Set to
true
to disable the automatic creation of an AWS Glue table when configuring an OfflineStore.- security
Config FeatureGroup Online Store Config Security Config Security config for at-rest encryption of your OnlineStore. See Security Config Below.
- enable
Online booleanStore Set to
true
to disable the automatic creation of an AWS Glue table when configuring an OfflineStore.- security
Config FeatureGroup Online Store Config Security Config Security config for at-rest encryption of your OnlineStore. See Security Config Below.
- enable_
online_ boolstore Set to
true
to disable the automatic creation of an AWS Glue table when configuring an OfflineStore.- security_
config FeatureGroup Online Store Config Security Config Security config for at-rest encryption of your OnlineStore. See Security Config Below.
- enable
Online BooleanStore Set to
true
to disable the automatic creation of an AWS Glue table when configuring an OfflineStore.- security
Config Property Map Security config for at-rest encryption of your OnlineStore. See Security Config Below.
FeatureGroupOnlineStoreConfigSecurityConfig, FeatureGroupOnlineStoreConfigSecurityConfigArgs
- Kms
Key stringId The ID of the AWS Key Management Service (AWS KMS) key that SageMaker Feature Store uses to encrypt the Amazon S3 objects at rest using Amazon S3 server-side encryption.
- Kms
Key stringId The ID of the AWS Key Management Service (AWS KMS) key that SageMaker Feature Store uses to encrypt the Amazon S3 objects at rest using Amazon S3 server-side encryption.
- kms
Key StringId The ID of the AWS Key Management Service (AWS KMS) key that SageMaker Feature Store uses to encrypt the Amazon S3 objects at rest using Amazon S3 server-side encryption.
- kms
Key stringId The ID of the AWS Key Management Service (AWS KMS) key that SageMaker Feature Store uses to encrypt the Amazon S3 objects at rest using Amazon S3 server-side encryption.
- kms_
key_ strid The ID of the AWS Key Management Service (AWS KMS) key that SageMaker Feature Store uses to encrypt the Amazon S3 objects at rest using Amazon S3 server-side encryption.
- kms
Key StringId The ID of the AWS Key Management Service (AWS KMS) key that SageMaker Feature Store uses to encrypt the Amazon S3 objects at rest using Amazon S3 server-side encryption.
Import
Using pulumi import
, import Feature Groups using the name
. For example:
$ pulumi import aws:sagemaker/featureGroup:FeatureGroup test_feature_group feature_group-foo
Package Details
- Repository
- AWS Classic pulumi/pulumi-aws
- License
- Apache-2.0
- Notes
This Pulumi package is based on the
aws
Terraform Provider.
Try AWS Native preview for resources not in the classic version.