Class: Google::Apis::BigqueryV2::Model

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

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) ⇒ Model

Returns a new instance of Model



3247
3248
3249
 
# File 'generated/google/apis/bigquery_v2/classes.rb', line 3247

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

Instance Attribute Details

#creation_time ⇒ Fixnum

Output only. The time when this model was created, in millisecs since the epoch. Corresponds to the JSON property creationTime

Returns:

  • (Fixnum) 


3172
3173
3174
 
# File 'generated/google/apis/bigquery_v2/classes.rb', line 3172

def creation_time
  @creation_time
end

#description ⇒ String

[Optional] A user-friendly description of this model. Corresponds to the JSON property description

Returns:

  • (String) 


3177
3178
3179
 
# File 'generated/google/apis/bigquery_v2/classes.rb', line 3177

def description
  @description
end

#etag ⇒ String

Output only. A hash of this resource. Corresponds to the JSON property etag

Returns:

  • (String) 


3182
3183
3184
 
# File 'generated/google/apis/bigquery_v2/classes.rb', line 3182

def etag
  @etag
end

#expiration_time ⇒ Fixnum

[Optional] The time when this model expires, in milliseconds since the epoch. If not present, the model will persist indefinitely. Expired models will be deleted and their storage reclaimed. The defaultTableExpirationMs property of the encapsulating dataset can be used to set a default expirationTime on newly created models. Corresponds to the JSON property expirationTime

Returns:

  • (Fixnum) 


3191
3192
3193
 
# File 'generated/google/apis/bigquery_v2/classes.rb', line 3191

def expiration_time
  @expiration_time
end

#feature_columns ⇒ Array<Google::Apis::BigqueryV2::StandardSqlField>

Output only. Input feature columns that were used to train this model. Corresponds to the JSON property featureColumns

Returns:



3196
3197
3198
 
# File 'generated/google/apis/bigquery_v2/classes.rb', line 3196

def feature_columns
  @feature_columns
end

#friendly_name ⇒ String

[Optional] A descriptive name for this model. Corresponds to the JSON property friendlyName

Returns:

  • (String) 


3201
3202
3203
 
# File 'generated/google/apis/bigquery_v2/classes.rb', line 3201

def friendly_name
  @friendly_name
end

#label_columns ⇒ Array<Google::Apis::BigqueryV2::StandardSqlField>

Output only. Label columns that were used to train this model. The output of the model will have a "predicted_" prefix to these columns. Corresponds to the JSON property labelColumns

Returns:



3207
3208
3209
 
# File 'generated/google/apis/bigquery_v2/classes.rb', line 3207

def label_columns
  @label_columns
end

#labels ⇒ Hash<String,String>

[Optional] The labels associated with this model. You can use these to organize and group your models. Label keys and values can be no longer than 63 characters, can only contain lowercase letters, numeric characters, underscores and dashes. International characters are allowed. Label values are optional. Label keys must start with a letter and each label in the list must have a different key. Corresponds to the JSON property labels

Returns:

  • (Hash<String,String>) 


3217
3218
3219
 
# File 'generated/google/apis/bigquery_v2/classes.rb', line 3217

def labels
  @labels
end

#last_modified_time ⇒ Fixnum

Output only. The time when this model was last modified, in millisecs since the epoch. Corresponds to the JSON property lastModifiedTime

Returns:

  • (Fixnum) 


3223
3224
3225
 
# File 'generated/google/apis/bigquery_v2/classes.rb', line 3223

def last_modified_time
  @last_modified_time
end

#location ⇒ String

Output only. The geographic location where the model resides. This value is inherited from the dataset. Corresponds to the JSON property location

Returns:

  • (String) 


3229
3230
3231
 
# File 'generated/google/apis/bigquery_v2/classes.rb', line 3229

def location
  @location
end

#model_reference ⇒ Google::Apis::BigqueryV2::ModelReference

Id path of a model. Corresponds to the JSON property modelReference

Returns:



3234
3235
3236
 
# File 'generated/google/apis/bigquery_v2/classes.rb', line 3234

def model_reference
  @model_reference
end

#model_type ⇒ String

Output only. Type of the model resource. Corresponds to the JSON property modelType

Returns:

  • (String) 


3239
3240
3241
 
# File 'generated/google/apis/bigquery_v2/classes.rb', line 3239

def model_type
  @model_type
end

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

Output only. Information for all training runs in increasing order of start_time. Corresponds to the JSON property trainingRuns

Returns:



3245
3246
3247
 
# File 'generated/google/apis/bigquery_v2/classes.rb', line 3245

def training_runs
  @training_runs
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



3252
3253
3254
3255
3256
3257
3258
3259
3260
3261
3262
3263
3264
3265
3266
 
# File 'generated/google/apis/bigquery_v2/classes.rb', line 3252

def update!(**args)
  @creation_time = args[:creation_time] if args.key?(:creation_time)
  @description = args[:description] if args.key?(:description)
  @etag = args[:etag] if args.key?(:etag)
  @expiration_time = args[:expiration_time] if args.key?(:expiration_time)
  @feature_columns = args[:feature_columns] if args.key?(:feature_columns)
  @friendly_name = args[:friendly_name] if args.key?(:friendly_name)
  @label_columns = args[:label_columns] if args.key?(:label_columns)
  @labels = args[:labels] if args.key?(:labels)
  @last_modified_time = args[:last_modified_time] if args.key?(:last_modified_time)
  @location = args[:location] if args.key?(:location)
  @model_reference = args[:model_reference] if args.key?(:model_reference)
  @model_type = args[:model_type] if args.key?(:model_type)
  @training_runs = args[:training_runs] if args.key?(:training_runs)
end