Class: Google::Cloud::AutoML::V1beta1::ExportEvaluatedExamplesOutputConfig

Inherits:
Object
  • Object
show all
Defined in:
lib/google/cloud/automl/v1beta1/doc/google/cloud/automl/v1beta1/io.rb

Overview

Output configuration for ExportEvaluatedExamples Action. Note that this call is available only for 30 days since the moment the model was evaluated. The output depends on the domain, as follows (note that only examples from the TEST set are exported):

  • For Tables:

bigquery_destination pointing to a BigQuery project must be set. In the given project a new dataset will be created with name

export_evaluated_examples_<model-display-name>_<timestamp-of-export-call> where 

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<model-display-name> will be made BigQuery-dataset-name
      compatible (e.g. most special characters will become underscores),
      and timestamp will be in YYYY_MM_DDThh_mm_ss_sssZ "based on ISO-8601"
      format. In the dataset an `evaluated_examples` table will be
      created. It will have all the same columns as the

primary_table of the dataset from which the model was created, as they were at the moment of model’s evaluation (this includes the target column with its ground truth), followed by a column called “predicted_

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<target_column>". That
      last column will contain the model's prediction result for each
      respective row, given as ARRAY of
      {Google::Cloud::AutoML::V1beta1::AnnotationPayload AnnotationPayloads},
      represented as STRUCT-s, containing
      {Google::Cloud::AutoML::V1beta1::TablesAnnotation TablesAnnotation}.

Instance Attribute Summary collapse

Instance Attribute Details

#bigquery_destination ⇒ Google::Cloud::AutoML::V1beta1::BigQueryDestination

Returns The BigQuery location where the output is to be written to.

Returns:



920
 
# File 'lib/google/cloud/automl/v1beta1/doc/google/cloud/automl/v1beta1/io.rb', line 920

class ExportEvaluatedExamplesOutputConfig; end