Class: Google::Apis::AiplatformV1::GoogleCloudAiplatformV1ImportFeatureValuesRequest

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

Request message for FeaturestoreService.ImportFeatureValues.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1ImportFeatureValuesRequest

Returns a new instance of GoogleCloudAiplatformV1ImportFeatureValuesRequest.



10943
10944
10945
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10943

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

Instance Attribute Details

#avro_source ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1AvroSource

The storage details for Avro input content. Corresponds to the JSON property avroSource

Returns:



10882
10883
10884
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10882

def avro_source
  @avro_source
end

#bigquery_source ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1BigQuerySource

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

Returns:



10887
10888
10889
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10887

def bigquery_source
  @bigquery_source
end

#csv_source ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1CsvSource

The storage details for CSV input content. Corresponds to the JSON property csvSource

Returns:



10892
10893
10894
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10892

def csv_source
  @csv_source
end

#disable_ingestion_analysis ⇒ Boolean Also known as: disable_ingestion_analysis?

If true, API doesn't start ingestion analysis pipeline. Corresponds to the JSON property disableIngestionAnalysis

Returns:

  • (Boolean) 


10897
10898
10899
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10897

def disable_ingestion_analysis
  @disable_ingestion_analysis
end

#disable_online_serving ⇒ Boolean Also known as: disable_online_serving?

If set, data will not be imported for online serving. This is typically used for backfilling, where Feature generation timestamps are not in the timestamp range needed for online serving. Corresponds to the JSON property disableOnlineServing

Returns:

  • (Boolean) 


10905
10906
10907
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10905

def disable_online_serving
  @disable_online_serving
end

#entity_id_field ⇒ String

Source column that holds entity IDs. If not provided, entity IDs are extracted from the column named entity_id. Corresponds to the JSON property entityIdField

Returns:

  • (String) 


10912
10913
10914
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10912

def entity_id_field
  @entity_id_field
end

#feature_specs ⇒ Array<Google::Apis::AiplatformV1::GoogleCloudAiplatformV1ImportFeatureValuesRequestFeatureSpec>

Required. Specifications defining which Feature values to import from the entity. The request fails if no feature_specs are provided, and having multiple feature_specs for one Feature is not allowed. Corresponds to the JSON property featureSpecs

Returns:



10919
10920
10921
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10919

def feature_specs
  @feature_specs
end

#feature_time ⇒ String

Single Feature timestamp for all entities being imported. The timestamp must not have higher than millisecond precision. Corresponds to the JSON property featureTime

Returns:

  • (String) 


10925
10926
10927
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10925

def feature_time
  @feature_time
end

#feature_time_field ⇒ String

Source column that holds the Feature timestamp for all Feature values in each entity. Corresponds to the JSON property featureTimeField

Returns:

  • (String) 


10931
10932
10933
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10931

def feature_time_field
  @feature_time_field
end

#worker_count ⇒ Fixnum

Specifies the number of workers that are used to write data to the Featurestore. Consider the online serving capacity that you require to achieve the desired import throughput without interfering with online serving. The value must be positive, and less than or equal to 100. If not set, defaults to using 1 worker. The low count ensures minimal impact on online serving performance. Corresponds to the JSON property workerCount

Returns:

  • (Fixnum) 


10941
10942
10943
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10941

def worker_count
  @worker_count
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



10948
10949
10950
10951
10952
10953
10954
10955
10956
10957
10958
10959
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10948

def update!(**args)
  @avro_source = args[:avro_source] if args.key?(:avro_source)
  @bigquery_source = args[:bigquery_source] if args.key?(:bigquery_source)
  @csv_source = args[:csv_source] if args.key?(:csv_source)
  @disable_ingestion_analysis = args[:disable_ingestion_analysis] if args.key?(:disable_ingestion_analysis)
  @disable_online_serving = args[:disable_online_serving] if args.key?(:disable_online_serving)
  @entity_id_field = args[:entity_id_field] if args.key?(:entity_id_field)
  @feature_specs = args[:feature_specs] if args.key?(:feature_specs)
  @feature_time = args[:feature_time] if args.key?(:feature_time)
  @feature_time_field = args[:feature_time_field] if args.key?(:feature_time_field)
  @worker_count = args[:worker_count] if args.key?(:worker_count)
end