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.



9139
9140
9141
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9139

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:



9104
9105
9106
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9104

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) 


9116
9117
9118
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9116

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>) 


9123
9124
9125
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9123

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) 


9128
9129
9130
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9128

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:



9137
9138
9139
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9137

def time_series
  @time_series
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



9144
9145
9146
9147
9148
9149
9150
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9144

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