Class: Google::Apis::BigqueryV2::ModelDefinition

Inherits:

Object

• Object
• Google::Apis::BigqueryV2::ModelDefinition

Includes:

Core::Hashable, Core::JsonObjectSupport

Defined in:

lib/google/apis/bigquery_v2/classes.rb,
lib/google/apis/bigquery_v2/representations.rb,
lib/google/apis/bigquery_v2/representations.rb

Defined Under Namespace

Classes: ModelOptions

Instance Attribute Summary

• #model_options ⇒ Google::Apis::BigqueryV2::ModelDefinition::ModelOptions

  [Output-only, Beta] Model options used for the first training run.

• #training_runs ⇒ Array<Google::Apis::BigqueryV2::BqmlTrainingRun>

  [Output-only, Beta] Information about ml training runs, each training run comprises of multiple iterations and there may be multiple training runs for the model if warm start is used or if a user decides to continue a previously cancelled query.

Instance Method Summary

• #initialize(**args) ⇒ ModelDefinition constructor

  A new instance of ModelDefinition.

• #update!(**args) ⇒ Object

  Update properties of this object.

Constructor Details

#initialize(**args) ⇒ ModelDefinition

Returns a new instance of ModelDefinition.

# File 'lib/google/apis/bigquery_v2/classes.rb', line 5288

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

Instance Attribute Details

#model_options ⇒ Google::Apis::BigqueryV2::ModelDefinition::ModelOptions

[Output-only, Beta] Model options used for the first training run. These options are immutable for subsequent training runs. Default values are used for any options not specified in the input query. Corresponds to the JSON property modelOptions

Returns:

• (Google::Apis::BigqueryV2::ModelDefinition::ModelOptions)

# File 'lib/google/apis/bigquery_v2/classes.rb', line 5278

def model_options
  @model_options
end

#training_runs ⇒ Array<Google::Apis::BigqueryV2::BqmlTrainingRun>

[Output-only, Beta] Information about ml training runs, each training run comprises of multiple iterations and there may be multiple training runs for the model if warm start is used or if a user decides to continue a previously cancelled query. Corresponds to the JSON property trainingRuns

Returns:

• (Array<Google::Apis::BigqueryV2::BqmlTrainingRun>)

# File 'lib/google/apis/bigquery_v2/classes.rb', line 5286

def training_runs
  @training_runs
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object

# File 'lib/google/apis/bigquery_v2/classes.rb', line 5293

def update!(**args)
  @model_options = args[:model_options] if args.key?(:model_options)
  @training_runs = args[:training_runs] if args.key?(:training_runs)
end