Class: Google::Apis::AiplatformV1::GoogleCloudAiplatformV1ImportDataConfig

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

Describes the location from where we import data into a Dataset, together with the labels that will be applied to the DataItems and the Annotations.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1ImportDataConfig

Returns a new instance of GoogleCloudAiplatformV1ImportDataConfig.



10843
10844
10845
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10843

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

Instance Attribute Details

#annotation_labels ⇒ Hash<String,String>

Labels that will be applied to newly imported Annotations. If two Annotations are identical, one of them will be deduped. Two Annotations are considered identical if their payload, payload_schema_uri and all of their labels are the same. These labels will be overridden by Annotation labels specified inside index file referenced by import_schema_uri, e.g. jsonl file. Corresponds to the JSON property annotationLabels

Returns:

  • (Hash<String,String>) 


10814
10815
10816
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10814

def annotation_labels
  @annotation_labels
end

#data_item_labels ⇒ Hash<String,String>

Labels that will be applied to newly imported DataItems. If an identical DataItem as one being imported already exists in the Dataset, then these labels will be appended to these of the already existing one, and if labels with identical key is imported before, the old label value will be overwritten. If two DataItems are identical in the same import data operation, the labels will be combined and if key collision happens in this case, one of the values will be picked randomly. Two DataItems are considered identical if their content bytes are identical (e.g. image bytes or pdf bytes). These labels will be overridden by Annotation labels specified inside index file referenced by import_schema_uri, e.g. jsonl file. Corresponds to the JSON property dataItemLabels

Returns:

  • (Hash<String,String>) 


10828
10829
10830
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10828

def data_item_labels
  @data_item_labels
end

#gcs_source ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1GcsSource

The Google Cloud Storage location for the input content. Corresponds to the JSON property gcsSource

Returns:



10833
10834
10835
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10833

def gcs_source
  @gcs_source
end

#import_schema_uri ⇒ String

Required. Points to a YAML file stored on Google Cloud Storage describing the import format. Validation will be done against the schema. The schema is defined as an OpenAPI 3.0.2 Schema Object. Corresponds to the JSON property importSchemaUri

Returns:

  • (String) 


10841
10842
10843
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10841

def import_schema_uri
  @import_schema_uri
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



10848
10849
10850
10851
10852
10853
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 10848

def update!(**args)
  @annotation_labels = args[:annotation_labels] if args.key?(:annotation_labels)
  @data_item_labels = args[:data_item_labels] if args.key?(:data_item_labels)
  @gcs_source = args[:gcs_source] if args.key?(:gcs_source)
  @import_schema_uri = args[:import_schema_uri] if args.key?(:import_schema_uri)
end