Class: Aws::SageMaker::Types::DescribeFeatureGroupResponse
- Inherits:
-
Struct
- Object
- Struct
- Aws::SageMaker::Types::DescribeFeatureGroupResponse
- Includes:
- Aws::Structure
- Defined in:
- lib/aws-sdk-sagemaker/types.rb
Overview
Constant Summary collapse
- SENSITIVE =
[]
Instance Attribute Summary collapse
-
#creation_time ⇒ Time
A timestamp indicating when SageMaker created the ‘FeatureGroup`.
-
#description ⇒ String
A free form description of the feature group.
-
#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 the ‘Features` in the `FeatureGroup`.
-
#feature_group_arn ⇒ String
The Amazon Resource Name (ARN) of the ‘FeatureGroup`.
-
#feature_group_name ⇒ String
he name of the ‘FeatureGroup`.
-
#feature_group_status ⇒ String
The status of the feature group.
-
#last_modified_time ⇒ Time
A timestamp indicating when the feature group was last updated.
-
#last_update_status ⇒ Types::LastUpdateStatus
A value indicating whether the update made to the feature group was successful.
-
#next_token ⇒ String
A token to resume pagination of the list of ‘Features` (`FeatureDefinitions`).
-
#offline_store_config ⇒ Types::OfflineStoreConfig
The configuration of the offline store.
-
#offline_store_status ⇒ Types::OfflineStoreStatus
The status of the ‘OfflineStore`.
-
#online_store_config ⇒ Types::OnlineStoreConfig
The configuration for the ‘OnlineStore`.
-
#online_store_total_size_bytes ⇒ Integer
The size of the ‘OnlineStore` in bytes.
-
#record_identifier_feature_name ⇒ String
The name of the ‘Feature` used for `RecordIdentifier`, whose value uniquely identifies a record stored in the feature store.
-
#role_arn ⇒ String
The Amazon Resource Name (ARN) of the IAM execution role used to persist data into the OfflineStore if an OfflineStoreConfig is provided.
Instance Attribute Details
#creation_time ⇒ Time
A timestamp indicating when SageMaker created the ‘FeatureGroup`.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 12439 class DescribeFeatureGroupResponse < 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, :next_token, :online_store_total_size_bytes) SENSITIVE = [] include Aws::Structure end |
#description ⇒ String
A free form description of the feature group.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 12439 class DescribeFeatureGroupResponse < 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, :next_token, :online_store_total_size_bytes) 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`.
An ‘EventTime` is a point in time when a new event occurs that corresponds to the creation or update of a `Record` in a `FeatureGroup`. All `Records` in the `FeatureGroup` have a corresponding `EventTime`.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 12439 class DescribeFeatureGroupResponse < 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, :next_token, :online_store_total_size_bytes) SENSITIVE = [] include Aws::Structure end |
#failure_reason ⇒ String
The reason that the ‘FeatureGroup` failed to be replicated in the `OfflineStore`. This is failure can occur because:
-
The ‘FeatureGroup` could not be created in the `OfflineStore`.
-
The ‘FeatureGroup` could not be deleted from the `OfflineStore`.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 12439 class DescribeFeatureGroupResponse < 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, :next_token, :online_store_total_size_bytes) SENSITIVE = [] include Aws::Structure end |
#feature_definitions ⇒ Array<Types::FeatureDefinition>
A list of the ‘Features` in the `FeatureGroup`. Each feature is defined by a `FeatureName` and `FeatureType`.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 12439 class DescribeFeatureGroupResponse < 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, :next_token, :online_store_total_size_bytes) SENSITIVE = [] include Aws::Structure end |
#feature_group_arn ⇒ String
The Amazon Resource Name (ARN) of the ‘FeatureGroup`.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 12439 class DescribeFeatureGroupResponse < 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, :next_token, :online_store_total_size_bytes) SENSITIVE = [] include Aws::Structure end |
#feature_group_name ⇒ String
he name of the ‘FeatureGroup`.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 12439 class DescribeFeatureGroupResponse < 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, :next_token, :online_store_total_size_bytes) SENSITIVE = [] include Aws::Structure end |
#feature_group_status ⇒ String
The status of the feature group.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 12439 class DescribeFeatureGroupResponse < 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, :next_token, :online_store_total_size_bytes) SENSITIVE = [] include Aws::Structure end |
#last_modified_time ⇒ Time
A timestamp indicating when the feature group was last updated.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 12439 class DescribeFeatureGroupResponse < 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, :next_token, :online_store_total_size_bytes) SENSITIVE = [] include Aws::Structure end |
#last_update_status ⇒ Types::LastUpdateStatus
A value indicating whether the update made to the feature group was successful.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 12439 class DescribeFeatureGroupResponse < 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, :next_token, :online_store_total_size_bytes) SENSITIVE = [] include Aws::Structure end |
#next_token ⇒ String
A token to resume pagination of the list of ‘Features` (`FeatureDefinitions`).
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# File 'lib/aws-sdk-sagemaker/types.rb', line 12439 class DescribeFeatureGroupResponse < 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, :next_token, :online_store_total_size_bytes) SENSITIVE = [] include Aws::Structure end |
#offline_store_config ⇒ Types::OfflineStoreConfig
The configuration of the offline store. It includes the following configurations:
-
Amazon S3 location of the offline store.
-
Configuration of the Glue data catalog.
-
Table format of the offline store.
-
Option to disable the automatic creation of a Glue table for the offline store.
-
Encryption configuration.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 12439 class DescribeFeatureGroupResponse < 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, :next_token, :online_store_total_size_bytes) SENSITIVE = [] include Aws::Structure end |
#offline_store_status ⇒ Types::OfflineStoreStatus
The status of the ‘OfflineStore`. Notifies you if replicating data into the `OfflineStore` has failed. Returns either: `Active` or `Blocked`
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# File 'lib/aws-sdk-sagemaker/types.rb', line 12439 class DescribeFeatureGroupResponse < 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, :next_token, :online_store_total_size_bytes) SENSITIVE = [] include Aws::Structure end |
#online_store_config ⇒ Types::OnlineStoreConfig
The configuration for the ‘OnlineStore`.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 12439 class DescribeFeatureGroupResponse < 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, :next_token, :online_store_total_size_bytes) SENSITIVE = [] include Aws::Structure end |
#online_store_total_size_bytes ⇒ Integer
The size of the ‘OnlineStore` in bytes.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 12439 class DescribeFeatureGroupResponse < 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, :next_token, :online_store_total_size_bytes) SENSITIVE = [] include Aws::Structure end |
#record_identifier_feature_name ⇒ String
The name of the ‘Feature` used for `RecordIdentifier`, whose value uniquely identifies a record stored in the feature store.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 12439 class DescribeFeatureGroupResponse < 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, :next_token, :online_store_total_size_bytes) SENSITIVE = [] include Aws::Structure end |
#role_arn ⇒ String
The Amazon Resource Name (ARN) of the IAM execution role used to persist data into the OfflineStore if an OfflineStoreConfig is provided.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 12439 class DescribeFeatureGroupResponse < 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, :next_token, :online_store_total_size_bytes) SENSITIVE = [] include Aws::Structure end |