ml

package
v6.55.0 Latest Latest
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 Go to latest Published: Apr 25, 2023 License: Apache-2.0 Imports: 6 Imported by: 0

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Types

type EngineModel 

type EngineModel struct {
	pulumi.CustomResourceState

	// 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.
	DefaultVersion EngineModelDefaultVersionPtrOutput `pulumi:"defaultVersion"`
	// The description specified for the model when it was created.
	Description pulumi.StringPtrOutput `pulumi:"description"`
	// One or more labels that you can add, to organize your models.
	Labels pulumi.StringMapOutput `pulumi:"labels"`
	// The name specified for the model.
	Name pulumi.StringOutput `pulumi:"name"`
	// If true, online prediction nodes send stderr and stdout streams to Stackdriver Logging
	OnlinePredictionConsoleLogging pulumi.BoolPtrOutput `pulumi:"onlinePredictionConsoleLogging"`
	// If true, online prediction access logs are sent to StackDriver Logging.
	OnlinePredictionLogging pulumi.BoolPtrOutput `pulumi:"onlinePredictionLogging"`
	// The ID of the project in which the resource belongs.
	// If it is not provided, the provider project is used.
	Project pulumi.StringOutput `pulumi:"project"`
	// The list of regions where the model is going to be deployed.
	// Currently only one region per model is supported
	Regions pulumi.StringPtrOutput `pulumi:"regions"`
}

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.

To get more information about Model, see:

* [API documentation](https://cloud.google.com/ai-platform/prediction/docs/reference/rest/v1/projects.models) * How-to Guides

## Example Usage ### Ml Model Basic

```go package main

import ( 

"github.com/pulumi/pulumi-gcp/sdk/v6/go/gcp/ml"
"github.com/pulumi/pulumi/sdk/v3/go/pulumi"

) 

func main() {
	pulumi.Run(func(ctx *pulumi.Context) error {
		_, err := ml.NewEngineModel(ctx, "default", &ml.EngineModelArgs{
			Description: pulumi.String("My model"),
			Regions:     pulumi.String("us-central1"),
		})
		if err != nil {
			return err
		}
		return nil
	})
}

``` ### Ml Model Full

```go package main

import ( 

"github.com/pulumi/pulumi-gcp/sdk/v6/go/gcp/ml"
"github.com/pulumi/pulumi/sdk/v3/go/pulumi"

) 

func main() {
	pulumi.Run(func(ctx *pulumi.Context) error {
		_, err := ml.NewEngineModel(ctx, "default", &ml.EngineModelArgs{
			Description: pulumi.String("My model"),
			Labels: pulumi.StringMap{
				"my_model": pulumi.String("foo"),
			},
			OnlinePredictionConsoleLogging: pulumi.Bool(true),
			OnlinePredictionLogging:        pulumi.Bool(true),
			Regions:                        pulumi.String("us-central1"),
		})
		if err != nil {
			return err
		}
		return nil
	})
}

```

## Import

Model can be imported using any of these accepted formats

```sh 

$ pulumi import gcp:ml/engineModel:EngineModel default projects/{{project}}/models/{{name}}

```

```sh 

$ pulumi import gcp:ml/engineModel:EngineModel default {{project}}/{{name}}

```

```sh 

$ pulumi import gcp:ml/engineModel:EngineModel default {{name}}

```

func GetEngineModel 

func GetEngineModel(ctx *pulumi.Context,
	name string, id pulumi.IDInput, state *EngineModelState, opts ...pulumi.ResourceOption) (*EngineModel, error)

GetEngineModel gets an existing EngineModel resource's state with the given name, ID, and optional state properties that are used to uniquely qualify the lookup (nil if not required).

func NewEngineModel 

func NewEngineModel(ctx *pulumi.Context,
	name string, args *EngineModelArgs, opts ...pulumi.ResourceOption) (*EngineModel, error)

NewEngineModel registers a new resource with the given unique name, arguments, and options.

func (*EngineModel) ElementType 

func (*EngineModel) ElementType() reflect.Type

func (*EngineModel) ToEngineModelOutput 

func (i *EngineModel) ToEngineModelOutput() EngineModelOutput

func (*EngineModel) ToEngineModelOutputWithContext 

func (i *EngineModel) ToEngineModelOutputWithContext(ctx context.Context) EngineModelOutput

type EngineModelArgs 

type EngineModelArgs struct {
	// 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.
	DefaultVersion EngineModelDefaultVersionPtrInput
	// The description specified for the model when it was created.
	Description pulumi.StringPtrInput
	// One or more labels that you can add, to organize your models.
	Labels pulumi.StringMapInput
	// The name specified for the model.
	Name pulumi.StringPtrInput
	// If true, online prediction nodes send stderr and stdout streams to Stackdriver Logging
	OnlinePredictionConsoleLogging pulumi.BoolPtrInput
	// If true, online prediction access logs are sent to StackDriver Logging.
	OnlinePredictionLogging pulumi.BoolPtrInput
	// The ID of the project in which the resource belongs.
	// If it is not provided, the provider project is used.
	Project pulumi.StringPtrInput
	// The list of regions where the model is going to be deployed.
	// Currently only one region per model is supported
	Regions pulumi.StringPtrInput
}

The set of arguments for constructing a EngineModel resource.

func (EngineModelArgs) ElementType 

func (EngineModelArgs) ElementType() reflect.Type

type EngineModelArray 

type EngineModelArray []EngineModelInput

func (EngineModelArray) ElementType 

func (EngineModelArray) ElementType() reflect.Type

func (EngineModelArray) ToEngineModelArrayOutput 

func (i EngineModelArray) ToEngineModelArrayOutput() EngineModelArrayOutput

func (EngineModelArray) ToEngineModelArrayOutputWithContext 

func (i EngineModelArray) ToEngineModelArrayOutputWithContext(ctx context.Context) EngineModelArrayOutput

type EngineModelArrayInput 

type EngineModelArrayInput interface {
	pulumi.Input

	ToEngineModelArrayOutput() EngineModelArrayOutput
	ToEngineModelArrayOutputWithContext(context.Context) EngineModelArrayOutput
}

EngineModelArrayInput is an input type that accepts EngineModelArray and EngineModelArrayOutput values. You can construct a concrete instance of `EngineModelArrayInput` via: 

EngineModelArray{ EngineModelArgs{...} }

type EngineModelArrayOutput 

type EngineModelArrayOutput struct{ *pulumi.OutputState }

func (EngineModelArrayOutput) ElementType 

func (EngineModelArrayOutput) ElementType() reflect.Type

func (EngineModelArrayOutput) Index 

func (o EngineModelArrayOutput) Index(i pulumi.IntInput) EngineModelOutput

func (EngineModelArrayOutput) ToEngineModelArrayOutput 

func (o EngineModelArrayOutput) ToEngineModelArrayOutput() EngineModelArrayOutput

func (EngineModelArrayOutput) ToEngineModelArrayOutputWithContext 

func (o EngineModelArrayOutput) ToEngineModelArrayOutputWithContext(ctx context.Context) EngineModelArrayOutput

type EngineModelDefaultVersion 

type EngineModelDefaultVersion struct {
	// The name specified for the version when it was created.
	Name string `pulumi:"name"`
}

type EngineModelDefaultVersionArgs 

type EngineModelDefaultVersionArgs struct {
	// The name specified for the version when it was created.
	Name pulumi.StringInput `pulumi:"name"`
}

func (EngineModelDefaultVersionArgs) ElementType 

func (EngineModelDefaultVersionArgs) ElementType() reflect.Type

func (EngineModelDefaultVersionArgs) ToEngineModelDefaultVersionOutput 

func (i EngineModelDefaultVersionArgs) ToEngineModelDefaultVersionOutput() EngineModelDefaultVersionOutput

func (EngineModelDefaultVersionArgs) ToEngineModelDefaultVersionOutputWithContext 

func (i EngineModelDefaultVersionArgs) ToEngineModelDefaultVersionOutputWithContext(ctx context.Context) EngineModelDefaultVersionOutput

func (EngineModelDefaultVersionArgs) ToEngineModelDefaultVersionPtrOutput 

func (i EngineModelDefaultVersionArgs) ToEngineModelDefaultVersionPtrOutput() EngineModelDefaultVersionPtrOutput

func (EngineModelDefaultVersionArgs) ToEngineModelDefaultVersionPtrOutputWithContext 

func (i EngineModelDefaultVersionArgs) ToEngineModelDefaultVersionPtrOutputWithContext(ctx context.Context) EngineModelDefaultVersionPtrOutput

type EngineModelDefaultVersionInput 

type EngineModelDefaultVersionInput interface {
	pulumi.Input

	ToEngineModelDefaultVersionOutput() EngineModelDefaultVersionOutput
	ToEngineModelDefaultVersionOutputWithContext(context.Context) EngineModelDefaultVersionOutput
}

EngineModelDefaultVersionInput is an input type that accepts EngineModelDefaultVersionArgs and EngineModelDefaultVersionOutput values. You can construct a concrete instance of `EngineModelDefaultVersionInput` via: 

EngineModelDefaultVersionArgs{...}

type EngineModelDefaultVersionOutput 

type EngineModelDefaultVersionOutput struct{ *pulumi.OutputState }

func (EngineModelDefaultVersionOutput) ElementType 

func (EngineModelDefaultVersionOutput) ElementType() reflect.Type

func (EngineModelDefaultVersionOutput) Name 

func (o EngineModelDefaultVersionOutput) Name() pulumi.StringOutput

The name specified for the version when it was created.

func (EngineModelDefaultVersionOutput) ToEngineModelDefaultVersionOutput 

func (o EngineModelDefaultVersionOutput) ToEngineModelDefaultVersionOutput() EngineModelDefaultVersionOutput

func (EngineModelDefaultVersionOutput) ToEngineModelDefaultVersionOutputWithContext 

func (o EngineModelDefaultVersionOutput) ToEngineModelDefaultVersionOutputWithContext(ctx context.Context) EngineModelDefaultVersionOutput

func (EngineModelDefaultVersionOutput) ToEngineModelDefaultVersionPtrOutput 

func (o EngineModelDefaultVersionOutput) ToEngineModelDefaultVersionPtrOutput() EngineModelDefaultVersionPtrOutput

func (EngineModelDefaultVersionOutput) ToEngineModelDefaultVersionPtrOutputWithContext 

func (o EngineModelDefaultVersionOutput) ToEngineModelDefaultVersionPtrOutputWithContext(ctx context.Context) EngineModelDefaultVersionPtrOutput

type EngineModelDefaultVersionPtrInput 

type EngineModelDefaultVersionPtrInput interface {
	pulumi.Input

	ToEngineModelDefaultVersionPtrOutput() EngineModelDefaultVersionPtrOutput
	ToEngineModelDefaultVersionPtrOutputWithContext(context.Context) EngineModelDefaultVersionPtrOutput
}

EngineModelDefaultVersionPtrInput is an input type that accepts EngineModelDefaultVersionArgs, EngineModelDefaultVersionPtr and EngineModelDefaultVersionPtrOutput values. You can construct a concrete instance of `EngineModelDefaultVersionPtrInput` via: 

        EngineModelDefaultVersionArgs{...}

or:

        nil

func EngineModelDefaultVersionPtr 

func EngineModelDefaultVersionPtr(v *EngineModelDefaultVersionArgs) EngineModelDefaultVersionPtrInput

type EngineModelDefaultVersionPtrOutput 

type EngineModelDefaultVersionPtrOutput struct{ *pulumi.OutputState }

func (EngineModelDefaultVersionPtrOutput) Elem 

func (o EngineModelDefaultVersionPtrOutput) Elem() EngineModelDefaultVersionOutput

func (EngineModelDefaultVersionPtrOutput) ElementType 

func (EngineModelDefaultVersionPtrOutput) ElementType() reflect.Type

func (EngineModelDefaultVersionPtrOutput) Name 

func (o EngineModelDefaultVersionPtrOutput) Name() pulumi.StringPtrOutput

The name specified for the version when it was created.

func (EngineModelDefaultVersionPtrOutput) ToEngineModelDefaultVersionPtrOutput 

func (o EngineModelDefaultVersionPtrOutput) ToEngineModelDefaultVersionPtrOutput() EngineModelDefaultVersionPtrOutput

func (EngineModelDefaultVersionPtrOutput) ToEngineModelDefaultVersionPtrOutputWithContext 

func (o EngineModelDefaultVersionPtrOutput) ToEngineModelDefaultVersionPtrOutputWithContext(ctx context.Context) EngineModelDefaultVersionPtrOutput

type EngineModelInput 

type EngineModelInput interface {
	pulumi.Input

	ToEngineModelOutput() EngineModelOutput
	ToEngineModelOutputWithContext(ctx context.Context) EngineModelOutput
}

type EngineModelMap 

type EngineModelMap map[string]EngineModelInput

func (EngineModelMap) ElementType 

func (EngineModelMap) ElementType() reflect.Type

func (EngineModelMap) ToEngineModelMapOutput 

func (i EngineModelMap) ToEngineModelMapOutput() EngineModelMapOutput

func (EngineModelMap) ToEngineModelMapOutputWithContext 

func (i EngineModelMap) ToEngineModelMapOutputWithContext(ctx context.Context) EngineModelMapOutput

type EngineModelMapInput 

type EngineModelMapInput interface {
	pulumi.Input

	ToEngineModelMapOutput() EngineModelMapOutput
	ToEngineModelMapOutputWithContext(context.Context) EngineModelMapOutput
}

EngineModelMapInput is an input type that accepts EngineModelMap and EngineModelMapOutput values. You can construct a concrete instance of `EngineModelMapInput` via: 

EngineModelMap{ "key": EngineModelArgs{...} }

type EngineModelMapOutput 

type EngineModelMapOutput struct{ *pulumi.OutputState }

func (EngineModelMapOutput) ElementType 

func (EngineModelMapOutput) ElementType() reflect.Type

func (EngineModelMapOutput) MapIndex 

func (o EngineModelMapOutput) MapIndex(k pulumi.StringInput) EngineModelOutput

func (EngineModelMapOutput) ToEngineModelMapOutput 

func (o EngineModelMapOutput) ToEngineModelMapOutput() EngineModelMapOutput

func (EngineModelMapOutput) ToEngineModelMapOutputWithContext 

func (o EngineModelMapOutput) ToEngineModelMapOutputWithContext(ctx context.Context) EngineModelMapOutput

type EngineModelOutput 

type EngineModelOutput struct{ *pulumi.OutputState }

func (EngineModelOutput) DefaultVersion added in v6.23.0 

func (o EngineModelOutput) DefaultVersion() EngineModelDefaultVersionPtrOutput

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.

func (EngineModelOutput) Description added in v6.23.0 

func (o EngineModelOutput) Description() pulumi.StringPtrOutput

The description specified for the model when it was created.

func (EngineModelOutput) ElementType 

func (EngineModelOutput) ElementType() reflect.Type

func (EngineModelOutput) Labels added in v6.23.0 

func (o EngineModelOutput) Labels() pulumi.StringMapOutput

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

func (EngineModelOutput) Name added in v6.23.0 

func (o EngineModelOutput) Name() pulumi.StringOutput

The name specified for the model.

func (EngineModelOutput) OnlinePredictionConsoleLogging added in v6.23.0 

func (o EngineModelOutput) OnlinePredictionConsoleLogging() pulumi.BoolPtrOutput

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

func (EngineModelOutput) OnlinePredictionLogging added in v6.23.0 

func (o EngineModelOutput) OnlinePredictionLogging() pulumi.BoolPtrOutput

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

func (EngineModelOutput) Project added in v6.23.0 

func (o EngineModelOutput) Project() pulumi.StringOutput

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

func (EngineModelOutput) Regions added in v6.23.0 

func (o EngineModelOutput) Regions() pulumi.StringPtrOutput

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

func (EngineModelOutput) ToEngineModelOutput 

func (o EngineModelOutput) ToEngineModelOutput() EngineModelOutput

func (EngineModelOutput) ToEngineModelOutputWithContext 

func (o EngineModelOutput) ToEngineModelOutputWithContext(ctx context.Context) EngineModelOutput

type EngineModelState 

type EngineModelState struct {
	// 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.
	DefaultVersion EngineModelDefaultVersionPtrInput
	// The description specified for the model when it was created.
	Description pulumi.StringPtrInput
	// One or more labels that you can add, to organize your models.
	Labels pulumi.StringMapInput
	// The name specified for the model.
	Name pulumi.StringPtrInput
	// If true, online prediction nodes send stderr and stdout streams to Stackdriver Logging
	OnlinePredictionConsoleLogging pulumi.BoolPtrInput
	// If true, online prediction access logs are sent to StackDriver Logging.
	OnlinePredictionLogging pulumi.BoolPtrInput
	// The ID of the project in which the resource belongs.
	// If it is not provided, the provider project is used.
	Project pulumi.StringPtrInput
	// The list of regions where the model is going to be deployed.
	// Currently only one region per model is supported
	Regions pulumi.StringPtrInput
}

func (EngineModelState) ElementType 

func (EngineModelState) ElementType() reflect.Type

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