REST Resource: projects.models

• Resource: Model
  • JSON representation
• Methods

Resource: Model

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.

JSON representation
{ "name": string, "description": string, "defaultVersion": { object(Version) }, "regions": [ string ], "onlinePredictionLogging": boolean }

Fields
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.
description	string Optional. The description specified for the model when it was created.
defaultVersion	object(Version) Output only. The default version of the model. This version will be used to handle prediction requests that do not specify a version. You can change the default version by calling projects.methods.versions.setDefault.
regions[]	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.
onlinePredictionLogging	boolean Optional. If true, enables StackDriver Logging for online prediction. Default is false.

Methods
create	Creates a model which will later contain one or more versions.
delete	Deletes a model.
get	Gets information about a model, including its name, the description (if set), and the default version (if at least one version of the model has been deployed).
getIamPolicy	Gets the access control policy for a resource.
list	Lists the models in a project.
patch	Updates a specific model resource.
setIamPolicy	Sets the access control policy on the specified resource.
testIamPermissions	Returns permissions that a caller has on the specified resource.