Class EngineModel

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.

Example Usage - Ml Model Basic

using Pulumi;
using Gcp = Pulumi.Gcp;

class MyStack : Stack
{
public MyStack()
{
    var @default = new Gcp.ML.EngineModel("default", new Gcp.ML.EngineModelArgs
    {
        Description = "My model",
        Regions = "us-central1",
    });
}

}

Example Usage - Ml Model Full

using Pulumi;
using Gcp = Pulumi.Gcp;

class MyStack : Stack
{
public MyStack()
{
    var @default = new Gcp.ML.EngineModel("default", new Gcp.ML.EngineModelArgs
    {
        Description = "My model",
        Labels = 
        {
            { "my_model", "foo" },
        },
        OnlinePredictionConsoleLogging = true,
        OnlinePredictionLogging = true,
        Regions = "us-central1",
    });
}

}

Inheritance

System.Object

Resource

CustomResource

EngineModel

Inherited Members

CustomResource.Id

Resource.GetResourceType()

Resource.GetResourceName()

Resource.Urn

System.Object.Equals(System.Object)

System.Object.Equals(System.Object, System.Object)

System.Object.GetHashCode()

System.Object.GetType()

System.Object.MemberwiseClone()

System.Object.ReferenceEquals(System.Object, System.Object)

System.Object.ToString()

Namespace: Pulumi.Gcp.ML

Assembly: Pulumi.Gcp.dll

Syntax

public class EngineModel : CustomResource

Constructors

EngineModel(String, EngineModelArgs, CustomResourceOptions)

Create a EngineModel resource with the given unique name, arguments, and options.

Declaration

public EngineModel(string name, EngineModelArgs args = null, CustomResourceOptions options = null)

Parameters

Type	Name	Description
System.String	name	The unique name of the resource
EngineModelArgs	args	The arguments used to populate this resource's properties
CustomResourceOptions	options	A bag of options that control this resource's behavior

Properties

DefaultVersion

The default version of the model. This version will be used to handle prediction requests that do not specify a version. Structure is documented below.

Declaration

public Output<EngineModelDefaultVersion> DefaultVersion { get; }

Property Value

Type	Description
Output<EngineModelDefaultVersion>

Description

The description specified for the model when it was created.

Declaration

public Output<string> Description { get; }

Property Value

Type	Description
Output<System.String>

Labels

One or more labels that you can add, to organize your models.

Declaration

public Output<ImmutableDictionary<string, string>> Labels { get; }

Property Value

Type	Description
Output<System.Collections.Immutable.ImmutableDictionary<System.String, System.String>>

Name

The name specified for the version when it was created.

Declaration

public Output<string> Name { get; }

Property Value

Type	Description
Output<System.String>

OnlinePredictionConsoleLogging

If true, online prediction nodes send stderr and stdout streams to Stackdriver Logging

Declaration

public Output<bool?> OnlinePredictionConsoleLogging { get; }

Property Value

Type	Description
Output<System.Nullable<System.Boolean>>

OnlinePredictionLogging

If true, online prediction access logs are sent to StackDriver Logging.

Declaration

public Output<bool?> OnlinePredictionLogging { get; }

Property Value

Type	Description
Output<System.Nullable<System.Boolean>>

Project

The ID of the project in which the resource belongs. If it is not provided, the provider project is used.

Declaration

public Output<string> Project { get; }

Property Value

Type	Description
Output<System.String>

Regions

The list of regions where the model is going to be deployed. Currently only one region per model is supported

Declaration

public Output<string> Regions { get; }

Property Value

Type	Description
Output<System.String>

Methods

Get(String, Input<String>, EngineModelState, CustomResourceOptions)

Get an existing EngineModel resource's state with the given name, ID, and optional extra properties used to qualify the lookup.

Declaration

public static EngineModel Get(string name, Input<string> id, EngineModelState state = null, CustomResourceOptions options = null)

Parameters

Type	Name	Description
System.String	name	The unique name of the resulting resource.
Input<System.String>	id	The unique provider ID of the resource to lookup.
EngineModelState	state	Any extra arguments used during the lookup.
CustomResourceOptions	options	A bag of options that control this resource's behavior

Returns

Type	Description
EngineModel