Class: Google::Apis::AiplatformV1::GoogleCloudAiplatformV1FeatureGroupBigQuery

Inherits:
Object
  • Object
show all
Includes:
Core::Hashable, Core::JsonObjectSupport
Defined in:
lib/google/apis/aiplatform_v1/classes.rb,
lib/google/apis/aiplatform_v1/representations.rb,
lib/google/apis/aiplatform_v1/representations.rb

Overview

Input source type for BigQuery Tables and Views.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1FeatureGroupBigQuery

Returns a new instance of GoogleCloudAiplatformV1FeatureGroupBigQuery.



9390
9391
9392
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9390

def initialize(**args)
   update!(**args)
end

Instance Attribute Details

#big_query_source ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1BigQuerySource

The BigQuery location for the input content. Corresponds to the JSON property bigQuerySource

Returns:



9355
9356
9357
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9355

def big_query_source
  @big_query_source
end

#dense ⇒ Boolean Also known as: dense?

Optional. If set, all feature values will be fetched from a single row per unique entityId including nulls. If not set, will collapse all rows for each unique entityId into a singe row with any non-null values if present, if no non-null values are present will sync null. ex: If source has schema ( entity_id, feature_timestamp, f0, f1) and the following rows: (e1, 2020-01- 01T10:00:00.123Z, 10, 15) (e1, 2020-02-01T10:00:00.123Z, 20, null) If dense is set, (e1, 20, null) is synced to online stores. If dense is not set, (e1, 20, 15) is synced to online stores. Corresponds to the JSON property dense

Returns:

  • (Boolean) 


9367
9368
9369
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9367

def dense
  @dense
end

#entity_id_columns ⇒ Array<String>

Optional. Columns to construct entity_id / row keys. If not provided defaults to entity_id. Corresponds to the JSON property entityIdColumns

Returns:

  • (Array<String>) 


9374
9375
9376
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9374

def entity_id_columns
  @entity_id_columns
end

#static_data_source ⇒ Boolean Also known as: static_data_source?

Optional. Set if the data source is not a time-series. Corresponds to the JSON property staticDataSource

Returns:

  • (Boolean) 


9379
9380
9381
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9379

def static_data_source
  @static_data_source
end

#time_series ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1FeatureGroupBigQueryTimeSeries

Optional. If the source is a time-series source, this can be set to control how downstream sources (ex: FeatureView ) will treat time-series sources. If not set, will treat the source as a time-series source with feature_timestamp as timestamp column and no scan boundary. Corresponds to the JSON property timeSeries

Returns:



9388
9389
9390
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9388

def time_series
  @time_series
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



9395
9396
9397
9398
9399
9400
9401
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9395

def update!(**args)
  @big_query_source = args[:big_query_source] if args.key?(:big_query_source)
  @dense = args[:dense] if args.key?(:dense)
  @entity_id_columns = args[:entity_id_columns] if args.key?(:entity_id_columns)
  @static_data_source = args[:static_data_source] if args.key?(:static_data_source)
  @time_series = args[:time_series] if args.key?(:time_series)
end