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.
-
#throughput_config ⇒ Types::ThroughputConfigDescription
Active throughput configuration of the feature group.
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 14287 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, :throughput_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 14287 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, :throughput_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 14287 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, :throughput_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 14287 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, :throughput_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 14287 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, :throughput_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 14287 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, :throughput_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 14287 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, :throughput_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 14287 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, :throughput_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 14287 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, :throughput_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 14287 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, :throughput_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 14287 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, :throughput_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 14287 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, :throughput_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 14287 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, :throughput_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 14287 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, :throughput_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 14287 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, :throughput_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 14287 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, :throughput_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 14287 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, :throughput_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 |
#throughput_config ⇒ Types::ThroughputConfigDescription
Active throughput configuration of the feature group. There are two modes: ‘ON_DEMAND` and `PROVISIONED`. With on-demand mode, you are charged for data reads and writes that your application performs on your feature group. You do not need to specify read and write throughput because Feature Store accommodates your workloads as they ramp up and down. You can switch a feature group to on-demand only once in a 24 hour period. With provisioned throughput mode, you specify the read and write capacity per second that you expect your application to require, and you are billed based on those limits. Exceeding provisioned throughput will result in your requests being throttled.
Note: ‘PROVISIONED` throughput mode is supported only for feature groups that are offline-only, or use the [ `Standard` ][1] tier online store.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 14287 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, :throughput_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 |