Class: Aws::SageMaker::Types::FeatureGroup
- Inherits:
-
Struct
- Object
- Struct
- Aws::SageMaker::Types::FeatureGroup
- Includes:
- Aws::Structure
- Defined in:
- 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 a `FeatureGroup`.
-
#failure_reason ⇒ String
The reason that the ‘FeatureGroup` failed to be replicated in the `OfflineStore`.
-
#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 a `Record` defined in the `FeatureGroup` `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 'lib/aws-sdk-sagemaker/types.rb', line 20525 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 'lib/aws-sdk-sagemaker/types.rb', line 20525 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 'lib/aws-sdk-sagemaker/types.rb', line 20525 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 'lib/aws-sdk-sagemaker/types.rb', line 20525 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 'lib/aws-sdk-sagemaker/types.rb', line 20525 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 'lib/aws-sdk-sagemaker/types.rb', line 20525 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 'lib/aws-sdk-sagemaker/types.rb', line 20525 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 'lib/aws-sdk-sagemaker/types.rb', line 20525 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 'lib/aws-sdk-sagemaker/types.rb', line 20525 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 'lib/aws-sdk-sagemaker/types.rb', line 20525 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 'lib/aws-sdk-sagemaker/types.rb', line 20525 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 'lib/aws-sdk-sagemaker/types.rb', line 20525 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 'lib/aws-sdk-sagemaker/types.rb', line 20525 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 'lib/aws-sdk-sagemaker/types.rb', line 20525 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 'lib/aws-sdk-sagemaker/types.rb', line 20525 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 'lib/aws-sdk-sagemaker/types.rb', line 20525 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 |