Class: Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1ImportFeatureValuesRequest

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

Request message for FeaturestoreService.ImportFeatureValues.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1beta1ImportFeatureValuesRequest

Returns a new instance of GoogleCloudAiplatformV1beta1ImportFeatureValuesRequest.



27913
27914
27915
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 27913

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

Instance Attribute Details

#avro_source ⇒ Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1AvroSource

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

Returns:



27852
27853
27854
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 27852

def avro_source
  @avro_source
end

#bigquery_source ⇒ Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1BigQuerySource

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

Returns:



27857
27858
27859
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 27857

def bigquery_source
  @bigquery_source
end

#csv_source ⇒ Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1CsvSource

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

Returns:



27862
27863
27864
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 27862

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) 


27867
27868
27869
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 27867

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) 


27875
27876
27877
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 27875

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) 


27882
27883
27884
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 27882

def entity_id_field
  @entity_id_field
end

#feature_specs ⇒ Array<Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1ImportFeatureValuesRequestFeatureSpec>

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:



27889
27890
27891
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 27889

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) 


27895
27896
27897
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 27895

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) 


27901
27902
27903
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 27901

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) 


27911
27912
27913
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 27911

def worker_count
  @worker_count
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



27918
27919
27920
27921
27922
27923
27924
27925
27926
27927
27928
27929
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 27918

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