Class: Aws::SageMaker::Types::FeatureGroup
- Inherits:
-
Struct
- Object
- Struct
- Aws::SageMaker::Types::FeatureGroup
- Defined in:
- gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb
Overview
Amazon SageMaker Feature Store stores features in a collection called Feature Group. A Feature Group can be visualized as a table which has rows, with a unique identifier for each row where each column in the table is a feature. In principle, a Feature Group is composed of features and values per features.
Constant Summary collapse
- SENSITIVE =
[]
Instance Attribute Summary collapse
-
#creation_time ⇒ Time
The time a
FeatureGroup
was created. -
#description ⇒ String
A free form description of a
FeatureGroup
. -
#event_time_feature_name ⇒ String
The name of the feature that stores the
EventTime
of a Record in aFeatureGroup
. -
#failure_reason ⇒ String
The reason that the
FeatureGroup
failed to be replicated in theOfflineStore
. -
#feature_definitions ⇒ Array<Types::FeatureDefinition>
A list of
Feature
s. -
#feature_group_arn ⇒ String
The Amazon Resource Name (ARN) of a
FeatureGroup
. -
#feature_group_name ⇒ String
The name of the
FeatureGroup
. -
#feature_group_status ⇒ String
A
FeatureGroup
status. -
#last_modified_time ⇒ Time
A timestamp indicating the last time you updated the feature group.
-
#last_update_status ⇒ Types::LastUpdateStatus
A value that indicates whether the feature group was updated successfully.
-
#offline_store_config ⇒ Types::OfflineStoreConfig
The configuration of an
OfflineStore
. -
#offline_store_status ⇒ Types::OfflineStoreStatus
The status of
OfflineStore
. -
#online_store_config ⇒ Types::OnlineStoreConfig
Use this to specify the Amazon Web Services Key Management Service (KMS) Key ID, or
KMSKeyId
, for at rest data encryption. -
#record_identifier_feature_name ⇒ String
The name of the
Feature
whose value uniquely identifies aRecord
defined in theFeatureGroup
FeatureDefinitions
. -
#role_arn ⇒ String
The Amazon Resource Name (ARN) of the IAM execution role used to create the feature group.
-
#tags ⇒ Array<Types::Tag>
Tags used to define a
FeatureGroup
.
Instance Attribute Details
#creation_time ⇒ Time
The time a FeatureGroup
was created.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 19256 class FeatureGroup < Struct.new( :feature_group_arn, :feature_group_name, :record_identifier_feature_name, :event_time_feature_name, :feature_definitions, :creation_time, :last_modified_time, :online_store_config, :offline_store_config, :role_arn, :feature_group_status, :offline_store_status, :last_update_status, :failure_reason, :description, :tags) SENSITIVE = [] include Aws::Structure end |
#description ⇒ String
A free form description of a FeatureGroup
.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 19256 class FeatureGroup < Struct.new( :feature_group_arn, :feature_group_name, :record_identifier_feature_name, :event_time_feature_name, :feature_definitions, :creation_time, :last_modified_time, :online_store_config, :offline_store_config, :role_arn, :feature_group_status, :offline_store_status, :last_update_status, :failure_reason, :description, :tags) SENSITIVE = [] include Aws::Structure end |
#event_time_feature_name ⇒ String
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
.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 19256 class FeatureGroup < Struct.new( :feature_group_arn, :feature_group_name, :record_identifier_feature_name, :event_time_feature_name, :feature_definitions, :creation_time, :last_modified_time, :online_store_config, :offline_store_config, :role_arn, :feature_group_status, :offline_store_status, :last_update_status, :failure_reason, :description, :tags) SENSITIVE = [] include Aws::Structure end |
#failure_reason ⇒ String
The reason that the FeatureGroup
failed to be replicated in the
OfflineStore
. This is failure may be due to a failure to create a
FeatureGroup
in or delete a FeatureGroup
from the
OfflineStore
.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 19256 class FeatureGroup < Struct.new( :feature_group_arn, :feature_group_name, :record_identifier_feature_name, :event_time_feature_name, :feature_definitions, :creation_time, :last_modified_time, :online_store_config, :offline_store_config, :role_arn, :feature_group_status, :offline_store_status, :last_update_status, :failure_reason, :description, :tags) SENSITIVE = [] include Aws::Structure end |
#feature_definitions ⇒ Array<Types::FeatureDefinition>
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
.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 19256 class FeatureGroup < Struct.new( :feature_group_arn, :feature_group_name, :record_identifier_feature_name, :event_time_feature_name, :feature_definitions, :creation_time, :last_modified_time, :online_store_config, :offline_store_config, :role_arn, :feature_group_status, :offline_store_status, :last_update_status, :failure_reason, :description, :tags) SENSITIVE = [] include Aws::Structure end |
#feature_group_arn ⇒ String
The Amazon Resource Name (ARN) of a FeatureGroup
.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 19256 class FeatureGroup < Struct.new( :feature_group_arn, :feature_group_name, :record_identifier_feature_name, :event_time_feature_name, :feature_definitions, :creation_time, :last_modified_time, :online_store_config, :offline_store_config, :role_arn, :feature_group_status, :offline_store_status, :last_update_status, :failure_reason, :description, :tags) SENSITIVE = [] include Aws::Structure end |
#feature_group_name ⇒ String
The name of the FeatureGroup
.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 19256 class FeatureGroup < Struct.new( :feature_group_arn, :feature_group_name, :record_identifier_feature_name, :event_time_feature_name, :feature_definitions, :creation_time, :last_modified_time, :online_store_config, :offline_store_config, :role_arn, :feature_group_status, :offline_store_status, :last_update_status, :failure_reason, :description, :tags) SENSITIVE = [] include Aws::Structure end |
#feature_group_status ⇒ String
A FeatureGroup
status.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 19256 class FeatureGroup < Struct.new( :feature_group_arn, :feature_group_name, :record_identifier_feature_name, :event_time_feature_name, :feature_definitions, :creation_time, :last_modified_time, :online_store_config, :offline_store_config, :role_arn, :feature_group_status, :offline_store_status, :last_update_status, :failure_reason, :description, :tags) SENSITIVE = [] include Aws::Structure end |
#last_modified_time ⇒ Time
A timestamp indicating the last time you updated the feature group.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 19256 class FeatureGroup < Struct.new( :feature_group_arn, :feature_group_name, :record_identifier_feature_name, :event_time_feature_name, :feature_definitions, :creation_time, :last_modified_time, :online_store_config, :offline_store_config, :role_arn, :feature_group_status, :offline_store_status, :last_update_status, :failure_reason, :description, :tags) SENSITIVE = [] include Aws::Structure end |
#last_update_status ⇒ Types::LastUpdateStatus
A value that indicates whether the feature group was updated successfully.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 19256 class FeatureGroup < Struct.new( :feature_group_arn, :feature_group_name, :record_identifier_feature_name, :event_time_feature_name, :feature_definitions, :creation_time, :last_modified_time, :online_store_config, :offline_store_config, :role_arn, :feature_group_status, :offline_store_status, :last_update_status, :failure_reason, :description, :tags) SENSITIVE = [] include Aws::Structure end |
#offline_store_config ⇒ Types::OfflineStoreConfig
The configuration of an OfflineStore
.
Provide an OfflineStoreConfig
in a request to CreateFeatureGroup
to create an OfflineStore
.
To encrypt an OfflineStore
using at rest data encryption, specify
Amazon Web Services Key Management Service (KMS) key ID, or
KMSKeyId
, in S3StorageConfig
.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 19256 class FeatureGroup < Struct.new( :feature_group_arn, :feature_group_name, :record_identifier_feature_name, :event_time_feature_name, :feature_definitions, :creation_time, :last_modified_time, :online_store_config, :offline_store_config, :role_arn, :feature_group_status, :offline_store_status, :last_update_status, :failure_reason, :description, :tags) SENSITIVE = [] include Aws::Structure end |
#offline_store_status ⇒ Types::OfflineStoreStatus
The status of OfflineStore
.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 19256 class FeatureGroup < Struct.new( :feature_group_arn, :feature_group_name, :record_identifier_feature_name, :event_time_feature_name, :feature_definitions, :creation_time, :last_modified_time, :online_store_config, :offline_store_config, :role_arn, :feature_group_status, :offline_store_status, :last_update_status, :failure_reason, :description, :tags) SENSITIVE = [] include Aws::Structure end |
#online_store_config ⇒ Types::OnlineStoreConfig
Use this to specify the Amazon Web Services Key Management Service
(KMS) Key ID, or KMSKeyId
, for at rest data encryption. You can
turn OnlineStore
on or off by specifying the EnableOnlineStore
flag at General Assembly.
The default value is False
.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 19256 class FeatureGroup < Struct.new( :feature_group_arn, :feature_group_name, :record_identifier_feature_name, :event_time_feature_name, :feature_definitions, :creation_time, :last_modified_time, :online_store_config, :offline_store_config, :role_arn, :feature_group_status, :offline_store_status, :last_update_status, :failure_reason, :description, :tags) SENSITIVE = [] include Aws::Structure end |
#record_identifier_feature_name ⇒ String
The name of the Feature
whose value uniquely identifies a Record
defined in the FeatureGroup
FeatureDefinitions
.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 19256 class FeatureGroup < Struct.new( :feature_group_arn, :feature_group_name, :record_identifier_feature_name, :event_time_feature_name, :feature_definitions, :creation_time, :last_modified_time, :online_store_config, :offline_store_config, :role_arn, :feature_group_status, :offline_store_status, :last_update_status, :failure_reason, :description, :tags) SENSITIVE = [] include Aws::Structure end |
#role_arn ⇒ String
The Amazon Resource Name (ARN) of the IAM execution role used to create the feature group.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 19256 class FeatureGroup < Struct.new( :feature_group_arn, :feature_group_name, :record_identifier_feature_name, :event_time_feature_name, :feature_definitions, :creation_time, :last_modified_time, :online_store_config, :offline_store_config, :role_arn, :feature_group_status, :offline_store_status, :last_update_status, :failure_reason, :description, :tags) SENSITIVE = [] include Aws::Structure end |
#tags ⇒ Array<Types::Tag>
Tags used to define a FeatureGroup
.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 19256 class FeatureGroup < Struct.new( :feature_group_arn, :feature_group_name, :record_identifier_feature_name, :event_time_feature_name, :feature_definitions, :creation_time, :last_modified_time, :online_store_config, :offline_store_config, :role_arn, :feature_group_status, :offline_store_status, :last_update_status, :failure_reason, :description, :tags) SENSITIVE = [] include Aws::Structure end |