Class: Google::Apis::MlV1::GoogleCloudMlV1Model

Inherits:
Object
  • Object
show all
Includes:
Core::Hashable, Core::JsonObjectSupport
Defined in:
generated/google/apis/ml_v1/classes.rb,
generated/google/apis/ml_v1/representations.rb,
generated/google/apis/ml_v1/representations.rb

Overview

Represents a machine learning solution. A model can have multiple versions, each of which is a deployed, trained model ready to receive prediction requests. The model itself is just a container.

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) ⇒ GoogleCloudMlV1Model

Returns a new instance of GoogleCloudMlV1Model



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# File 'generated/google/apis/ml_v1/classes.rb', line 643

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

Instance Attribute Details

#default_version ⇒ Google::Apis::MlV1::GoogleCloudMlV1Version

Represents a version of the model. Each version is a trained model deployed in the cloud, ready to handle prediction requests. A model can have multiple versions. You can get information about all of the versions of a given model by calling projects.models.versions.list. Corresponds to the JSON property defaultVersion

Returns:



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# File 'generated/google/apis/ml_v1/classes.rb', line 608

def default_version
  @default_version
end

#description ⇒ String

Optional. The description specified for the model when it was created. Corresponds to the JSON property description

Returns:

  • (String) 


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# File 'generated/google/apis/ml_v1/classes.rb', line 613

def description
  @description
end

#name ⇒ String

Required. The name specified for the model when it was created. The model name must be unique within the project it is created in. Corresponds to the JSON property name

Returns:

  • (String) 


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# File 'generated/google/apis/ml_v1/classes.rb', line 619

def name
  @name
end

#online_prediction_logging ⇒ Boolean Also known as: online_prediction_logging?

Optional. If true, enables StackDriver Logging for online prediction. Default is false. Corresponds to the JSON property onlinePredictionLogging

Returns:

  • (Boolean) 


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# File 'generated/google/apis/ml_v1/classes.rb', line 625

def online_prediction_logging
  @online_prediction_logging
end

#regions ⇒ Array<String>

Optional. The list of regions where the model is going to be deployed. Currently only one region per model is supported. Defaults to 'us-central1' if nothing is set. See the available regions for ML Engine services. Note:

  • No matter where a model is deployed, it can always be accessed by users from anywhere, both for online and batch prediction.
  • The region for a batch prediction job is set by the region field when submitting the batch prediction job and does not take its value from this field. Corresponds to the JSON property regions

Returns:

  • (Array<String>) 


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# File 'generated/google/apis/ml_v1/classes.rb', line 641

def regions
  @regions
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



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# File 'generated/google/apis/ml_v1/classes.rb', line 648

def update!(**args)
  @default_version = args[:default_version] if args.key?(:default_version)
  @description = args[:description] if args.key?(:description)
  @name = args[:name] if args.key?(:name)
  @online_prediction_logging = args[:online_prediction_logging] if args.key?(:online_prediction_logging)
  @regions = args[:regions] if args.key?(:regions)
end