machinelearning

package
v3.11.0 Latest Latest
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 Go to latest Published: Jun 26, 2020 License: Apache-2.0 Imports: 4 Imported by: 0

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Functions

This section is empty.

Types

type LookupWorkspaceArgs 

type LookupWorkspaceArgs struct {
	// The name of the Machine Learning Workspace exists.
	Name string `pulumi:"name"`
	// The name of the Resource Group where the Machine Learning Workspace exists.
	ResourceGroupName string `pulumi:"resourceGroupName"`
}

A collection of arguments for invoking getWorkspace.

type LookupWorkspaceResult 

type LookupWorkspaceResult struct {
	// The provider-assigned unique ID for this managed resource.
	Id string `pulumi:"id"`
	// The location where the Machine Learning Workspace exists.
	Location          string `pulumi:"location"`
	Name              string `pulumi:"name"`
	ResourceGroupName string `pulumi:"resourceGroupName"`
	// A mapping of tags assigned to the Machine Learning Workspace.
	Tags map[string]string `pulumi:"tags"`
}

A collection of values returned by getWorkspace.

func LookupWorkspace 

func LookupWorkspace(ctx *pulumi.Context, args *LookupWorkspaceArgs, opts ...pulumi.InvokeOption) (*LookupWorkspaceResult, error)

Use this data source to access information about an existing Machine Learning Workspace.

```go package main

import ( 

"github.com/pulumi/pulumi-azure/sdk/v3/go/azure/machinelearning"
"github.com/pulumi/pulumi/sdk/v2/go/pulumi"

) 

func main() {
	pulumi.Run(func(ctx *pulumi.Context) error {
		_, err := machinelearning.LookupWorkspace(ctx, &machinelearning.LookupWorkspaceArgs{
			Name:              "example-workspace",
			ResourceGroupName: "example-resources",
		}, nil)
		if err != nil {
			return err
		}
		ctx.Export("id", azurerm_machine_learning_workspace.Existing.Id)
		return nil
	})
}

```

type Workspace 

type Workspace struct {
	pulumi.CustomResourceState

	// The ID of the Application Insights associated with this Machine Learning Workspace. Changing this forces a new resource to be created.
	ApplicationInsightsId pulumi.StringOutput `pulumi:"applicationInsightsId"`
	// The ID of the container registry associated with this Machine Learning Workspace. Changing this forces a new resource to be created.
	ContainerRegistryId pulumi.StringPtrOutput `pulumi:"containerRegistryId"`
	// The description of this Machine Learning Workspace.
	Description pulumi.StringPtrOutput `pulumi:"description"`
	// Friendly name for this Machine Learning Workspace.
	FriendlyName pulumi.StringPtrOutput `pulumi:"friendlyName"`
	// An `identity` block defined below.
	Identity WorkspaceIdentityOutput `pulumi:"identity"`
	// The ID of key vault associated with this Machine Learning Workspace. Changing this forces a new resource to be created.
	KeyVaultId pulumi.StringOutput `pulumi:"keyVaultId"`
	// Specifies the supported Azure location where the Machine Learning Workspace should exist. Changing this forces a new resource to be created.
	Location pulumi.StringOutput `pulumi:"location"`
	// Specifies the name of the Machine Learning Workspace. Changing this forces a new resource to be created.
	Name pulumi.StringOutput `pulumi:"name"`
	// Specifies the name of the Resource Group in which the Machine Learning Workspace should exist. Changing this forces a new resource to be created.
	ResourceGroupName pulumi.StringOutput `pulumi:"resourceGroupName"`
	// SKU/edition of the Machine Learning Workspace, possible values are `Basic` for a basic workspace or `Enterprise` for a feature rich workspace. Defaults to `Basic`.
	SkuName pulumi.StringPtrOutput `pulumi:"skuName"`
	// The ID of the Storage Account associated with this Machine Learning Workspace. Changing this forces a new resource to be created.
	StorageAccountId pulumi.StringOutput `pulumi:"storageAccountId"`
	// A mapping of tags to assign to the resource. Changing this forces a new resource to be created.
	Tags pulumi.StringMapOutput `pulumi:"tags"`
}

Manages a Azure Machine Learning Workspace

## Example Usage

```go package main

import ( 

"github.com/pulumi/pulumi-azure/sdk/v3/go/azure/appinsights"
"github.com/pulumi/pulumi-azure/sdk/v3/go/azure/core"
"github.com/pulumi/pulumi-azure/sdk/v3/go/azure/keyvault"
"github.com/pulumi/pulumi-azure/sdk/v3/go/azure/machinelearning"
"github.com/pulumi/pulumi-azure/sdk/v3/go/azure/storage"
"github.com/pulumi/pulumi/sdk/v2/go/pulumi"

) 

func main() {
	pulumi.Run(func(ctx *pulumi.Context) error {
		current, err := core.GetClientConfig(ctx, nil, nil)
		if err != nil {
			return err
		}
		exampleResourceGroup, err := core.NewResourceGroup(ctx, "exampleResourceGroup", &core.ResourceGroupArgs{
			Location: pulumi.String("West Europe"),
		})
		if err != nil {
			return err
		}
		exampleInsights, err := appinsights.NewInsights(ctx, "exampleInsights", &appinsights.InsightsArgs{
			Location:          exampleResourceGroup.Location,
			ResourceGroupName: exampleResourceGroup.Name,
			ApplicationType:   pulumi.String("web"),
		})
		if err != nil {
			return err
		}
		exampleKeyVault, err := keyvault.NewKeyVault(ctx, "exampleKeyVault", &keyvault.KeyVaultArgs{
			Location:          exampleResourceGroup.Location,
			ResourceGroupName: exampleResourceGroup.Name,
			TenantId:          pulumi.String(current.TenantId),
			SkuName:           pulumi.String("premium"),
		})
		if err != nil {
			return err
		}
		exampleAccount, err := storage.NewAccount(ctx, "exampleAccount", &storage.AccountArgs{
			Location:               exampleResourceGroup.Location,
			ResourceGroupName:      exampleResourceGroup.Name,
			AccountTier:            pulumi.String("Standard"),
			AccountReplicationType: pulumi.String("GRS"),
		})
		if err != nil {
			return err
		}
		_, err = machinelearning.NewWorkspace(ctx, "exampleWorkspace", &machinelearning.WorkspaceArgs{
			Location:              exampleResourceGroup.Location,
			ResourceGroupName:     exampleResourceGroup.Name,
			ApplicationInsightsId: exampleInsights.ID(),
			KeyVaultId:            exampleKeyVault.ID(),
			StorageAccountId:      exampleAccount.ID(),
			Identity: &machinelearning.WorkspaceIdentityArgs{
				Type: pulumi.String("SystemAssigned"),
			},
		})
		if err != nil {
			return err
		}
		return nil
	})
}

```

func GetWorkspace 

func GetWorkspace(ctx *pulumi.Context,
	name string, id pulumi.IDInput, state *WorkspaceState, opts ...pulumi.ResourceOption) (*Workspace, error)

GetWorkspace gets an existing Workspace 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 NewWorkspace 

func NewWorkspace(ctx *pulumi.Context,
	name string, args *WorkspaceArgs, opts ...pulumi.ResourceOption) (*Workspace, error)

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

type WorkspaceArgs 

type WorkspaceArgs struct {
	// The ID of the Application Insights associated with this Machine Learning Workspace. Changing this forces a new resource to be created.
	ApplicationInsightsId pulumi.StringInput
	// The ID of the container registry associated with this Machine Learning Workspace. Changing this forces a new resource to be created.
	ContainerRegistryId pulumi.StringPtrInput
	// The description of this Machine Learning Workspace.
	Description pulumi.StringPtrInput
	// Friendly name for this Machine Learning Workspace.
	FriendlyName pulumi.StringPtrInput
	// An `identity` block defined below.
	Identity WorkspaceIdentityInput
	// The ID of key vault associated with this Machine Learning Workspace. Changing this forces a new resource to be created.
	KeyVaultId pulumi.StringInput
	// Specifies the supported Azure location where the Machine Learning Workspace should exist. Changing this forces a new resource to be created.
	Location pulumi.StringPtrInput
	// Specifies the name of the Machine Learning Workspace. Changing this forces a new resource to be created.
	Name pulumi.StringPtrInput
	// Specifies the name of the Resource Group in which the Machine Learning Workspace should exist. Changing this forces a new resource to be created.
	ResourceGroupName pulumi.StringInput
	// SKU/edition of the Machine Learning Workspace, possible values are `Basic` for a basic workspace or `Enterprise` for a feature rich workspace. Defaults to `Basic`.
	SkuName pulumi.StringPtrInput
	// The ID of the Storage Account associated with this Machine Learning Workspace. Changing this forces a new resource to be created.
	StorageAccountId pulumi.StringInput
	// A mapping of tags to assign to the resource. Changing this forces a new resource to be created.
	Tags pulumi.StringMapInput
}

The set of arguments for constructing a Workspace resource.

func (WorkspaceArgs) ElementType 

func (WorkspaceArgs) ElementType() reflect.Type

type WorkspaceIdentity 

type WorkspaceIdentity struct {
	// The (Client) ID of the Service Principal.
	PrincipalId *string `pulumi:"principalId"`
	// The ID of the Tenant the Service Principal is assigned in.
	TenantId *string `pulumi:"tenantId"`
	// The Type of Identity which should be used for this Disk Encryption Set. At this time the only possible value is `SystemAssigned`.
	Type string `pulumi:"type"`
}

type WorkspaceIdentityArgs 

type WorkspaceIdentityArgs struct {
	// The (Client) ID of the Service Principal.
	PrincipalId pulumi.StringPtrInput `pulumi:"principalId"`
	// The ID of the Tenant the Service Principal is assigned in.
	TenantId pulumi.StringPtrInput `pulumi:"tenantId"`
	// The Type of Identity which should be used for this Disk Encryption Set. At this time the only possible value is `SystemAssigned`.
	Type pulumi.StringInput `pulumi:"type"`
}

func (WorkspaceIdentityArgs) ElementType 

func (WorkspaceIdentityArgs) ElementType() reflect.Type

func (WorkspaceIdentityArgs) ToWorkspaceIdentityOutput 

func (i WorkspaceIdentityArgs) ToWorkspaceIdentityOutput() WorkspaceIdentityOutput

func (WorkspaceIdentityArgs) ToWorkspaceIdentityOutputWithContext 

func (i WorkspaceIdentityArgs) ToWorkspaceIdentityOutputWithContext(ctx context.Context) WorkspaceIdentityOutput

func (WorkspaceIdentityArgs) ToWorkspaceIdentityPtrOutput 

func (i WorkspaceIdentityArgs) ToWorkspaceIdentityPtrOutput() WorkspaceIdentityPtrOutput

func (WorkspaceIdentityArgs) ToWorkspaceIdentityPtrOutputWithContext 

func (i WorkspaceIdentityArgs) ToWorkspaceIdentityPtrOutputWithContext(ctx context.Context) WorkspaceIdentityPtrOutput

type WorkspaceIdentityInput 

type WorkspaceIdentityInput interface {
	pulumi.Input

	ToWorkspaceIdentityOutput() WorkspaceIdentityOutput
	ToWorkspaceIdentityOutputWithContext(context.Context) WorkspaceIdentityOutput
}

WorkspaceIdentityInput is an input type that accepts WorkspaceIdentityArgs and WorkspaceIdentityOutput values. You can construct a concrete instance of `WorkspaceIdentityInput` via: 

WorkspaceIdentityArgs{...}

type WorkspaceIdentityOutput 

type WorkspaceIdentityOutput struct{ *pulumi.OutputState }

func (WorkspaceIdentityOutput) ElementType 

func (WorkspaceIdentityOutput) ElementType() reflect.Type

func (WorkspaceIdentityOutput) PrincipalId 

func (o WorkspaceIdentityOutput) PrincipalId() pulumi.StringPtrOutput

The (Client) ID of the Service Principal.

func (WorkspaceIdentityOutput) TenantId 

func (o WorkspaceIdentityOutput) TenantId() pulumi.StringPtrOutput

The ID of the Tenant the Service Principal is assigned in.

func (WorkspaceIdentityOutput) ToWorkspaceIdentityOutput 

func (o WorkspaceIdentityOutput) ToWorkspaceIdentityOutput() WorkspaceIdentityOutput

func (WorkspaceIdentityOutput) ToWorkspaceIdentityOutputWithContext 

func (o WorkspaceIdentityOutput) ToWorkspaceIdentityOutputWithContext(ctx context.Context) WorkspaceIdentityOutput

func (WorkspaceIdentityOutput) ToWorkspaceIdentityPtrOutput 

func (o WorkspaceIdentityOutput) ToWorkspaceIdentityPtrOutput() WorkspaceIdentityPtrOutput

func (WorkspaceIdentityOutput) ToWorkspaceIdentityPtrOutputWithContext 

func (o WorkspaceIdentityOutput) ToWorkspaceIdentityPtrOutputWithContext(ctx context.Context) WorkspaceIdentityPtrOutput

func (WorkspaceIdentityOutput) Type 

func (o WorkspaceIdentityOutput) Type() pulumi.StringOutput

The Type of Identity which should be used for this Disk Encryption Set. At this time the only possible value is `SystemAssigned`.

type WorkspaceIdentityPtrInput 

type WorkspaceIdentityPtrInput interface {
	pulumi.Input

	ToWorkspaceIdentityPtrOutput() WorkspaceIdentityPtrOutput
	ToWorkspaceIdentityPtrOutputWithContext(context.Context) WorkspaceIdentityPtrOutput
}

WorkspaceIdentityPtrInput is an input type that accepts WorkspaceIdentityArgs, WorkspaceIdentityPtr and WorkspaceIdentityPtrOutput values. You can construct a concrete instance of `WorkspaceIdentityPtrInput` via: 

        WorkspaceIdentityArgs{...}

or:

        nil

func WorkspaceIdentityPtr 

func WorkspaceIdentityPtr(v *WorkspaceIdentityArgs) WorkspaceIdentityPtrInput

type WorkspaceIdentityPtrOutput 

type WorkspaceIdentityPtrOutput struct{ *pulumi.OutputState }

func (WorkspaceIdentityPtrOutput) Elem 

func (o WorkspaceIdentityPtrOutput) Elem() WorkspaceIdentityOutput

func (WorkspaceIdentityPtrOutput) ElementType 

func (WorkspaceIdentityPtrOutput) ElementType() reflect.Type

func (WorkspaceIdentityPtrOutput) PrincipalId 

func (o WorkspaceIdentityPtrOutput) PrincipalId() pulumi.StringPtrOutput

The (Client) ID of the Service Principal.

func (WorkspaceIdentityPtrOutput) TenantId 

func (o WorkspaceIdentityPtrOutput) TenantId() pulumi.StringPtrOutput

The ID of the Tenant the Service Principal is assigned in.

func (WorkspaceIdentityPtrOutput) ToWorkspaceIdentityPtrOutput 

func (o WorkspaceIdentityPtrOutput) ToWorkspaceIdentityPtrOutput() WorkspaceIdentityPtrOutput

func (WorkspaceIdentityPtrOutput) ToWorkspaceIdentityPtrOutputWithContext 

func (o WorkspaceIdentityPtrOutput) ToWorkspaceIdentityPtrOutputWithContext(ctx context.Context) WorkspaceIdentityPtrOutput

func (WorkspaceIdentityPtrOutput) Type 

func (o WorkspaceIdentityPtrOutput) Type() pulumi.StringPtrOutput

The Type of Identity which should be used for this Disk Encryption Set. At this time the only possible value is `SystemAssigned`.

type WorkspaceState 

type WorkspaceState struct {
	// The ID of the Application Insights associated with this Machine Learning Workspace. Changing this forces a new resource to be created.
	ApplicationInsightsId pulumi.StringPtrInput
	// The ID of the container registry associated with this Machine Learning Workspace. Changing this forces a new resource to be created.
	ContainerRegistryId pulumi.StringPtrInput
	// The description of this Machine Learning Workspace.
	Description pulumi.StringPtrInput
	// Friendly name for this Machine Learning Workspace.
	FriendlyName pulumi.StringPtrInput
	// An `identity` block defined below.
	Identity WorkspaceIdentityPtrInput
	// The ID of key vault associated with this Machine Learning Workspace. Changing this forces a new resource to be created.
	KeyVaultId pulumi.StringPtrInput
	// Specifies the supported Azure location where the Machine Learning Workspace should exist. Changing this forces a new resource to be created.
	Location pulumi.StringPtrInput
	// Specifies the name of the Machine Learning Workspace. Changing this forces a new resource to be created.
	Name pulumi.StringPtrInput
	// Specifies the name of the Resource Group in which the Machine Learning Workspace should exist. Changing this forces a new resource to be created.
	ResourceGroupName pulumi.StringPtrInput
	// SKU/edition of the Machine Learning Workspace, possible values are `Basic` for a basic workspace or `Enterprise` for a feature rich workspace. Defaults to `Basic`.
	SkuName pulumi.StringPtrInput
	// The ID of the Storage Account associated with this Machine Learning Workspace. Changing this forces a new resource to be created.
	StorageAccountId pulumi.StringPtrInput
	// A mapping of tags to assign to the resource. Changing this forces a new resource to be created.
	Tags pulumi.StringMapInput
}

func (WorkspaceState) ElementType 

func (WorkspaceState) ElementType() reflect.Type

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