Class: Google::Apis::BigqueryV2::BqmlTrainingRun

Inherits:
Object
  • Object
show all
Includes:
Core::Hashable, Core::JsonObjectSupport
Defined in:
generated/google/apis/bigquery_v2/classes.rb,
generated/google/apis/bigquery_v2/representations.rb,
generated/google/apis/bigquery_v2/representations.rb

Defined Under Namespace

Classes: TrainingOptions

Instance Attribute Summary collapse

Instance Method Summary collapse

Methods included from Core::JsonObjectSupport

#to_json

Methods included from Core::Hashable

process_value, #to_h

Constructor Details

#initialize(**args) ⇒ BqmlTrainingRun

Returns a new instance of BqmlTrainingRun.


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# File 'generated/google/apis/bigquery_v2/classes.rb', line 934

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

Instance Attribute Details

#iteration_resultsArray<Google::Apis::BigqueryV2::BqmlIterationResult>

[Output-only, Beta] List of each iteration results. Corresponds to the JSON property iterationResults


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# File 'generated/google/apis/bigquery_v2/classes.rb', line 910

def iteration_results
  @iteration_results
end

#start_timeDateTime

[Output-only, Beta] Training run start time in milliseconds since the epoch. Corresponds to the JSON property startTime

Returns:

  • (DateTime)

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# File 'generated/google/apis/bigquery_v2/classes.rb', line 915

def start_time
  @start_time
end

#stateString

[Output-only, Beta] Different state applicable for a training run. IN PROGRESS: Training run is in progress. FAILED: Training run ended due to a non- retryable failure. SUCCEEDED: Training run successfully completed. CANCELLED: Training run cancelled by the user. Corresponds to the JSON property state

Returns:

  • (String)

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# File 'generated/google/apis/bigquery_v2/classes.rb', line 923

def state
  @state
end

#training_optionsGoogle::Apis::BigqueryV2::BqmlTrainingRun::TrainingOptions

[Output-only, Beta] Training options used by this training run. These options are mutable for subsequent training runs. Default values are explicitly stored for options not specified in the input query of the first training run. For subsequent training runs, any option not explicitly specified in the input query will be copied from the previous training run. Corresponds to the JSON property trainingOptions


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# File 'generated/google/apis/bigquery_v2/classes.rb', line 932

def training_options
  @training_options
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object


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# File 'generated/google/apis/bigquery_v2/classes.rb', line 939

def update!(**args)
  @iteration_results = args[:iteration_results] if args.key?(:iteration_results)
  @start_time = args[:start_time] if args.key?(:start_time)
  @state = args[:state] if args.key?(:state)
  @training_options = args[:training_options] if args.key?(:training_options)
end