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 5929

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

Instance Attribute Details

#annotation_schema_uri ⇒ String

Only used for custom training data export use cases. Only applicable to Datasets that have DataItems and Annotations. Cloud Storage URI that points to a YAML file describing the annotation schema. The schema is defined as an OpenAPI 3.0.2 Schema Object. The schema files that can be used here are found in gs://google-cloud-aiplatform/schema/dataset/annotation/, note that the chosen schema must be consistent with metadata of the Dataset specified by dataset_id. Only Annotations that both match this schema and belong to DataItems not ignored by the split method are used in respectively training, validation or test role, depending on the role of the DataItem they are on. When used in conjunction with annotations_filter, the Annotations used for training are filtered by both annotations_filter and annotation_schema_uri. Corresponds to the JSON property annotationSchemaUri

Returns:

  • (String) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 5879

def annotation_schema_uri
  @annotation_schema_uri
end

#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 5886

def annotations_filter
  @annotations_filter
end

#export_use ⇒ String

Indicates the usage of the exported files. Corresponds to the JSON property exportUse

Returns:

  • (String) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 5891

def export_use
  @export_use
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 5900

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 5910

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 5915

def gcs_destination
  @gcs_destination
end

#saved_query_id ⇒ String

Only used for custom training data export use cases. Only applicable to Datasets that have SavedQueries. The ID of a SavedQuery (annotation set) under the Dataset specified by dataset_id used for filtering Annotations for training. Only Annotations that are associated with this SavedQuery are used in respectively training. When used in conjunction with annotations_filter, the Annotations used for training are filtered by both saved_query_id and annotations_filter. Only one of saved_query_id and annotation_schema_uri should be specified as both of them represent the same thing: problem type. Corresponds to the JSON property savedQueryId

Returns:

  • (String) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 5927

def saved_query_id
  @saved_query_id
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 5934

def update!(**args)
  @annotation_schema_uri = args[:annotation_schema_uri] if args.key?(:annotation_schema_uri)
  @annotations_filter = args[:annotations_filter] if args.key?(:annotations_filter)
  @export_use = args[:export_use] if args.key?(:export_use)
  @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)
  @saved_query_id = args[:saved_query_id] if args.key?(:saved_query_id)
end