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.



12922
12923
12924
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 12922

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>) 


12893
12894
12895
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 12893

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>) 


12907
12908
12909
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 12907

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:



12912
12913
12914
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 12912

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) 


12920
12921
12922
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 12920

def import_schema_uri
  @import_schema_uri
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



12927
12928
12929
12930
12931
12932
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 12927

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