Class: Google::Apis::AiplatformV1::GoogleCloudAiplatformV1ExportDataConfig

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 what part of the Dataset is to be exported, the destination of the export and how to export.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1ExportDataConfig

Returns a new instance of GoogleCloudAiplatformV1ExportDataConfig.



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 5459

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

Instance Attribute Details

#annotations_filter ⇒ String

An expression for filtering what part of the Dataset is to be exported. Only Annotations that match this filter will be exported. The filter syntax is the same as in ListAnnotations. Corresponds to the JSON property annotationsFilter

Returns:

  • (String) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 5433

def annotations_filter
  @annotations_filter
end

#filter_split ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1ExportFilterSplit

Assigns input data to training, validation, and test sets based on the given filters, data pieces not matched by any filter are ignored. Currently only supported for Datasets containing DataItems. If any of the filters in this message are to match nothing, then they can be set as '-' (the minus sign). Supported only for unstructured Datasets. Corresponds to the JSON property filterSplit

Returns:



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 5442

def filter_split
  @filter_split
end

#fraction_split ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1ExportFractionSplit

Assigns the input data to training, validation, and test sets as per the given fractions. Any of training_fraction, validation_fraction and test_fraction may optionally be provided, they must sum to up to 1. If the provided ones sum to less than 1, the remainder is assigned to sets as decided by Vertex AI. If none of the fractions are set, by default roughly 80% of data is used for training, 10% for validation, and 10% for test. Corresponds to the JSON property fractionSplit

Returns:



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 5452

def fraction_split
  @fraction_split
end

#gcs_destination ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1GcsDestination

The Google Cloud Storage location where the output is to be written to. Corresponds to the JSON property gcsDestination

Returns:



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 5457

def gcs_destination
  @gcs_destination
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 5464

def update!(**args)
  @annotations_filter = args[:annotations_filter] if args.key?(:annotations_filter)
  @filter_split = args[:filter_split] if args.key?(:filter_split)
  @fraction_split = args[:fraction_split] if args.key?(:fraction_split)
  @gcs_destination = args[:gcs_destination] if args.key?(:gcs_destination)
end