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.



26695
26696
26697
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 26695

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:



26634
26635
26636
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 26634

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:



26639
26640
26641
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 26639

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:



26644
26645
26646
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 26644

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) 


26649
26650
26651
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 26649

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) 


26657
26658
26659
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 26657

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) 


26664
26665
26666
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 26664

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:



26671
26672
26673
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 26671

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) 


26677
26678
26679
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 26677

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) 


26683
26684
26685
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 26683

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) 


26693
26694
26695
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 26693

def worker_count
  @worker_count
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



26700
26701
26702
26703
26704
26705
26706
26707
26708
26709
26710
26711
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 26700

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