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.



9740
9741
9742
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9740

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:



9679
9680
9681
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9679

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:



9684
9685
9686
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9684

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:



9689
9690
9691
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9689

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) 


9694
9695
9696
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9694

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) 


9702
9703
9704
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9702

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) 


9709
9710
9711
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9709

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:



9716
9717
9718
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9716

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) 


9722
9723
9724
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9722

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) 


9728
9729
9730
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9728

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) 


9738
9739
9740
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9738

def worker_count
  @worker_count
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



9745
9746
9747
9748
9749
9750
9751
9752
9753
9754
9755
9756
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9745

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