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.



10191
10192
10193
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10191

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:



10156
10157
10158
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10156

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) 


10168
10169
10170
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10168

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>) 


10175
10176
10177
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10175

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) 


10180
10181
10182
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10180

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:



10189
10190
10191
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10189

def time_series
  @time_series
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



10196
10197
10198
10199
10200
10201
10202
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10196

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