Class: Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1FeatureGroupBigQuery

Inherits:
Object
  • Object
show all
Includes:
Core::Hashable, Core::JsonObjectSupport
Defined in:
lib/google/apis/aiplatform_v1beta1/classes.rb,
lib/google/apis/aiplatform_v1beta1/representations.rb,
lib/google/apis/aiplatform_v1beta1/representations.rb

Overview

Input source type for BigQuery Tables and Views.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1beta1FeatureGroupBigQuery

Returns a new instance of GoogleCloudAiplatformV1beta1FeatureGroupBigQuery.



21372
21373
21374
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 21372

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

Instance Attribute Details

#big_query_source ⇒ Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1BigQuerySource

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

Returns:



21337
21338
21339
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 21337

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) 


21349
21350
21351
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 21349

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>) 


21356
21357
21358
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 21356

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) 


21361
21362
21363
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 21361

def static_data_source
  @static_data_source
end

#time_series ⇒ Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1FeatureGroupBigQueryTimeSeries

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:



21370
21371
21372
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 21370

def time_series
  @time_series
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



21377
21378
21379
21380
21381
21382
21383
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 21377

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