machinelearning

package
v4.11.0 Latest Latest
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 Go to latest Published: Jul 19, 2021 License: Apache-2.0 Imports: 7 Imported by: 0

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Constants

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Functions

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Types

type ComputeCluster added in v4.8.0 

type ComputeCluster struct {
	pulumi.CustomResourceState

	// The description of the Machine Learning compute. Changing this forces a new Machine Learning Compute Cluster to be created.
	Description pulumi.StringPtrOutput `pulumi:"description"`
	// A `identity` block as defined below. Changing this forces a new Machine Learning Compute Cluster to be created.
	Identity ComputeClusterIdentityOutput `pulumi:"identity"`
	// The Azure Region where the Machine Learning Compute Cluster should exist. Changing this forces a new Machine Learning Compute Cluster to be created.
	Location pulumi.StringOutput `pulumi:"location"`
	// The ID of the Machine Learning Workspace. Changing this forces a new Machine Learning Compute Cluster to be created.
	MachineLearningWorkspaceId pulumi.StringOutput `pulumi:"machineLearningWorkspaceId"`
	// The name which should be used for this Machine Learning Compute Cluster. Changing this forces a new Machine Learning Compute Cluster to be created.
	Name pulumi.StringOutput `pulumi:"name"`
	// A `scaleSettings` block as defined below. Changing this forces a new Machine Learning Compute Cluster to be created.
	ScaleSettings ComputeClusterScaleSettingsOutput `pulumi:"scaleSettings"`
	// The ID of the Subnet that the Compute Cluster should reside in. Changing this forces a new Machine Learning Compute Cluster to be created.
	SubnetResourceId pulumi.StringPtrOutput `pulumi:"subnetResourceId"`
	// A mapping of tags which should be assigned to the Machine Learning Compute Cluster. Changing this forces a new Machine Learning Compute Cluster to be created.
	Tags pulumi.StringMapOutput `pulumi:"tags"`
	// The priority of the VM. Changing this forces a new Machine Learning Compute Cluster to be created.
	VmPriority pulumi.StringOutput `pulumi:"vmPriority"`
	// The size of the VM. Changing this forces a new Machine Learning Compute Cluster to be created.
	VmSize pulumi.StringOutput `pulumi:"vmSize"`
}

Manages a Machine Learning Compute Cluster. **NOTE:** At this point in time the resource cannot be updated (not supported by the backend Azure Go SDK). Therefore it can only be created and deleted, not updated. At the moment, there is also no possibility to specify ssh User Account Credentials to ssh into the compute cluster.

## Example Usage

```go package main

import ( 

"github.com/pulumi/pulumi-azure/sdk/v4/go/azure/appinsights"
"github.com/pulumi/pulumi-azure/sdk/v4/go/azure/core"
"github.com/pulumi/pulumi-azure/sdk/v4/go/azure/keyvault"
"github.com/pulumi/pulumi-azure/sdk/v4/go/azure/machinelearning"
"github.com/pulumi/pulumi-azure/sdk/v4/go/azure/network"
"github.com/pulumi/pulumi-azure/sdk/v4/go/azure/storage"
"github.com/pulumi/pulumi/sdk/v3/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"),
			Tags: pulumi.StringMap{
				"stage": pulumi.String("example"),
			},
		})
		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("standard"),
			PurgeProtectionEnabled: pulumi.Bool(true),
		})
		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("LRS"),
		})
		if err != nil {
			return err
		}
		exampleWorkspace, 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
		}
		exampleVirtualNetwork, err := network.NewVirtualNetwork(ctx, "exampleVirtualNetwork", &network.VirtualNetworkArgs{
			AddressSpaces: pulumi.StringArray{
				pulumi.String("10.1.0.0/16"),
			},
			Location:          exampleResourceGroup.Location,
			ResourceGroupName: exampleResourceGroup.Name,
		})
		if err != nil {
			return err
		}
		exampleSubnet, err := network.NewSubnet(ctx, "exampleSubnet", &network.SubnetArgs{
			ResourceGroupName:  exampleResourceGroup.Name,
			VirtualNetworkName: exampleVirtualNetwork.Name,
			AddressPrefixes: pulumi.StringArray{
				pulumi.String("10.1.0.0/24"),
			},
		})
		if err != nil {
			return err
		}
		_, err = machinelearning.NewComputeCluster(ctx, "test", &machinelearning.ComputeClusterArgs{
			Location:                   pulumi.String("West Europe"),
			VmPriority:                 pulumi.String("LowPriority"),
			VmSize:                     pulumi.String("Standard_DS2_v2"),
			MachineLearningWorkspaceId: exampleWorkspace.ID(),
			SubnetResourceId:           exampleSubnet.ID(),
			ScaleSettings: &machinelearning.ComputeClusterScaleSettingsArgs{
				MinNodeCount:                    pulumi.Int(0),
				MaxNodeCount:                    pulumi.Int(1),
				ScaleDownNodesAfterIdleDuration: pulumi.String("PT30S"),
			},
			Identity: &machinelearning.ComputeClusterIdentityArgs{
				Type: pulumi.String("SystemAssigned"),
			},
		})
		if err != nil {
			return err
		}
		return nil
	})
}

```

## Import

Machine Learning Compute Clusters can be imported using the `resource id`, e.g.

```sh 

$ pulumi import azure:machinelearning/computeCluster:ComputeCluster example /subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/resGroup1/providers/Microsoft.MachineLearningServices/workspaces/workspace1/computes/cluster1

```

func GetComputeCluster added in v4.8.0 

func GetComputeCluster(ctx *pulumi.Context,
	name string, id pulumi.IDInput, state *ComputeClusterState, opts ...pulumi.ResourceOption) (*ComputeCluster, error)

GetComputeCluster gets an existing ComputeCluster 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 NewComputeCluster added in v4.8.0 

func NewComputeCluster(ctx *pulumi.Context,
	name string, args *ComputeClusterArgs, opts ...pulumi.ResourceOption) (*ComputeCluster, error)

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

func (*ComputeCluster) ElementType added in v4.8.0 

func (*ComputeCluster) ElementType() reflect.Type

func (*ComputeCluster) ToComputeClusterOutput added in v4.8.0 

func (i *ComputeCluster) ToComputeClusterOutput() ComputeClusterOutput

func (*ComputeCluster) ToComputeClusterOutputWithContext added in v4.8.0 

func (i *ComputeCluster) ToComputeClusterOutputWithContext(ctx context.Context) ComputeClusterOutput

func (*ComputeCluster) ToComputeClusterPtrOutput added in v4.8.0 

func (i *ComputeCluster) ToComputeClusterPtrOutput() ComputeClusterPtrOutput

func (*ComputeCluster) ToComputeClusterPtrOutputWithContext added in v4.8.0 

func (i *ComputeCluster) ToComputeClusterPtrOutputWithContext(ctx context.Context) ComputeClusterPtrOutput

type ComputeClusterArgs added in v4.8.0 

type ComputeClusterArgs struct {
	// The description of the Machine Learning compute. Changing this forces a new Machine Learning Compute Cluster to be created.
	Description pulumi.StringPtrInput
	// A `identity` block as defined below. Changing this forces a new Machine Learning Compute Cluster to be created.
	Identity ComputeClusterIdentityInput
	// The Azure Region where the Machine Learning Compute Cluster should exist. Changing this forces a new Machine Learning Compute Cluster to be created.
	Location pulumi.StringPtrInput
	// The ID of the Machine Learning Workspace. Changing this forces a new Machine Learning Compute Cluster to be created.
	MachineLearningWorkspaceId pulumi.StringInput
	// The name which should be used for this Machine Learning Compute Cluster. Changing this forces a new Machine Learning Compute Cluster to be created.
	Name pulumi.StringPtrInput
	// A `scaleSettings` block as defined below. Changing this forces a new Machine Learning Compute Cluster to be created.
	ScaleSettings ComputeClusterScaleSettingsInput
	// The ID of the Subnet that the Compute Cluster should reside in. Changing this forces a new Machine Learning Compute Cluster to be created.
	SubnetResourceId pulumi.StringPtrInput
	// A mapping of tags which should be assigned to the Machine Learning Compute Cluster. Changing this forces a new Machine Learning Compute Cluster to be created.
	Tags pulumi.StringMapInput
	// The priority of the VM. Changing this forces a new Machine Learning Compute Cluster to be created.
	VmPriority pulumi.StringInput
	// The size of the VM. Changing this forces a new Machine Learning Compute Cluster to be created.
	VmSize pulumi.StringInput
}

The set of arguments for constructing a ComputeCluster resource.

func (ComputeClusterArgs) ElementType added in v4.8.0 

func (ComputeClusterArgs) ElementType() reflect.Type

type ComputeClusterArray added in v4.8.0 

type ComputeClusterArray []ComputeClusterInput

func (ComputeClusterArray) ElementType added in v4.8.0 

func (ComputeClusterArray) ElementType() reflect.Type

func (ComputeClusterArray) ToComputeClusterArrayOutput added in v4.8.0 

func (i ComputeClusterArray) ToComputeClusterArrayOutput() ComputeClusterArrayOutput

func (ComputeClusterArray) ToComputeClusterArrayOutputWithContext added in v4.8.0 

func (i ComputeClusterArray) ToComputeClusterArrayOutputWithContext(ctx context.Context) ComputeClusterArrayOutput

type ComputeClusterArrayInput added in v4.8.0 

type ComputeClusterArrayInput interface {
	pulumi.Input

	ToComputeClusterArrayOutput() ComputeClusterArrayOutput
	ToComputeClusterArrayOutputWithContext(context.Context) ComputeClusterArrayOutput
}

ComputeClusterArrayInput is an input type that accepts ComputeClusterArray and ComputeClusterArrayOutput values. You can construct a concrete instance of `ComputeClusterArrayInput` via: 

ComputeClusterArray{ ComputeClusterArgs{...} }

type ComputeClusterArrayOutput added in v4.8.0 

type ComputeClusterArrayOutput struct{ *pulumi.OutputState }

func (ComputeClusterArrayOutput) ElementType added in v4.8.0 

func (ComputeClusterArrayOutput) ElementType() reflect.Type

func (ComputeClusterArrayOutput) Index added in v4.8.0 

func (o ComputeClusterArrayOutput) Index(i pulumi.IntInput) ComputeClusterOutput

func (ComputeClusterArrayOutput) ToComputeClusterArrayOutput added in v4.8.0 

func (o ComputeClusterArrayOutput) ToComputeClusterArrayOutput() ComputeClusterArrayOutput

func (ComputeClusterArrayOutput) ToComputeClusterArrayOutputWithContext added in v4.8.0 

func (o ComputeClusterArrayOutput) ToComputeClusterArrayOutputWithContext(ctx context.Context) ComputeClusterArrayOutput

type ComputeClusterIdentity added in v4.8.0 

type ComputeClusterIdentity struct {
	PrincipalId *string `pulumi:"principalId"`
	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. Changing this forces a new Machine Learning Compute Cluster to be created.
	Type string `pulumi:"type"`
}

type ComputeClusterIdentityArgs added in v4.8.0 

type ComputeClusterIdentityArgs struct {
	PrincipalId pulumi.StringPtrInput `pulumi:"principalId"`
	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. Changing this forces a new Machine Learning Compute Cluster to be created.
	Type pulumi.StringInput `pulumi:"type"`
}

func (ComputeClusterIdentityArgs) ElementType added in v4.8.0 

func (ComputeClusterIdentityArgs) ElementType() reflect.Type

func (ComputeClusterIdentityArgs) ToComputeClusterIdentityOutput added in v4.8.0 

func (i ComputeClusterIdentityArgs) ToComputeClusterIdentityOutput() ComputeClusterIdentityOutput

func (ComputeClusterIdentityArgs) ToComputeClusterIdentityOutputWithContext added in v4.8.0 

func (i ComputeClusterIdentityArgs) ToComputeClusterIdentityOutputWithContext(ctx context.Context) ComputeClusterIdentityOutput

func (ComputeClusterIdentityArgs) ToComputeClusterIdentityPtrOutput added in v4.8.0 

func (i ComputeClusterIdentityArgs) ToComputeClusterIdentityPtrOutput() ComputeClusterIdentityPtrOutput

func (ComputeClusterIdentityArgs) ToComputeClusterIdentityPtrOutputWithContext added in v4.8.0 

func (i ComputeClusterIdentityArgs) ToComputeClusterIdentityPtrOutputWithContext(ctx context.Context) ComputeClusterIdentityPtrOutput

type ComputeClusterIdentityInput added in v4.8.0 

type ComputeClusterIdentityInput interface {
	pulumi.Input

	ToComputeClusterIdentityOutput() ComputeClusterIdentityOutput
	ToComputeClusterIdentityOutputWithContext(context.Context) ComputeClusterIdentityOutput
}

ComputeClusterIdentityInput is an input type that accepts ComputeClusterIdentityArgs and ComputeClusterIdentityOutput values. You can construct a concrete instance of `ComputeClusterIdentityInput` via: 

ComputeClusterIdentityArgs{...}

type ComputeClusterIdentityOutput added in v4.8.0 

type ComputeClusterIdentityOutput struct{ *pulumi.OutputState }

func (ComputeClusterIdentityOutput) ElementType added in v4.8.0 

func (ComputeClusterIdentityOutput) ElementType() reflect.Type

func (ComputeClusterIdentityOutput) PrincipalId added in v4.8.0 

func (o ComputeClusterIdentityOutput) PrincipalId() pulumi.StringPtrOutput

func (ComputeClusterIdentityOutput) TenantId added in v4.8.0 

func (o ComputeClusterIdentityOutput) TenantId() pulumi.StringPtrOutput

func (ComputeClusterIdentityOutput) ToComputeClusterIdentityOutput added in v4.8.0 

func (o ComputeClusterIdentityOutput) ToComputeClusterIdentityOutput() ComputeClusterIdentityOutput

func (ComputeClusterIdentityOutput) ToComputeClusterIdentityOutputWithContext added in v4.8.0 

func (o ComputeClusterIdentityOutput) ToComputeClusterIdentityOutputWithContext(ctx context.Context) ComputeClusterIdentityOutput

func (ComputeClusterIdentityOutput) ToComputeClusterIdentityPtrOutput added in v4.8.0 

func (o ComputeClusterIdentityOutput) ToComputeClusterIdentityPtrOutput() ComputeClusterIdentityPtrOutput

func (ComputeClusterIdentityOutput) ToComputeClusterIdentityPtrOutputWithContext added in v4.8.0 

func (o ComputeClusterIdentityOutput) ToComputeClusterIdentityPtrOutputWithContext(ctx context.Context) ComputeClusterIdentityPtrOutput

func (ComputeClusterIdentityOutput) Type added in v4.8.0 

func (o ComputeClusterIdentityOutput) 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. Changing this forces a new Machine Learning Compute Cluster to be created.

type ComputeClusterIdentityPtrInput added in v4.8.0 

type ComputeClusterIdentityPtrInput interface {
	pulumi.Input

	ToComputeClusterIdentityPtrOutput() ComputeClusterIdentityPtrOutput
	ToComputeClusterIdentityPtrOutputWithContext(context.Context) ComputeClusterIdentityPtrOutput
}

ComputeClusterIdentityPtrInput is an input type that accepts ComputeClusterIdentityArgs, ComputeClusterIdentityPtr and ComputeClusterIdentityPtrOutput values. You can construct a concrete instance of `ComputeClusterIdentityPtrInput` via: 

        ComputeClusterIdentityArgs{...}

or:

        nil

func ComputeClusterIdentityPtr added in v4.8.0 

func ComputeClusterIdentityPtr(v *ComputeClusterIdentityArgs) ComputeClusterIdentityPtrInput

type ComputeClusterIdentityPtrOutput added in v4.8.0 

type ComputeClusterIdentityPtrOutput struct{ *pulumi.OutputState }

func (ComputeClusterIdentityPtrOutput) Elem added in v4.8.0 

func (o ComputeClusterIdentityPtrOutput) Elem() ComputeClusterIdentityOutput

func (ComputeClusterIdentityPtrOutput) ElementType added in v4.8.0 

func (ComputeClusterIdentityPtrOutput) ElementType() reflect.Type

func (ComputeClusterIdentityPtrOutput) PrincipalId added in v4.8.0 

func (o ComputeClusterIdentityPtrOutput) PrincipalId() pulumi.StringPtrOutput

func (ComputeClusterIdentityPtrOutput) TenantId added in v4.8.0 

func (o ComputeClusterIdentityPtrOutput) TenantId() pulumi.StringPtrOutput

func (ComputeClusterIdentityPtrOutput) ToComputeClusterIdentityPtrOutput added in v4.8.0 

func (o ComputeClusterIdentityPtrOutput) ToComputeClusterIdentityPtrOutput() ComputeClusterIdentityPtrOutput

func (ComputeClusterIdentityPtrOutput) ToComputeClusterIdentityPtrOutputWithContext added in v4.8.0 

func (o ComputeClusterIdentityPtrOutput) ToComputeClusterIdentityPtrOutputWithContext(ctx context.Context) ComputeClusterIdentityPtrOutput

func (ComputeClusterIdentityPtrOutput) Type added in v4.8.0 

func (o ComputeClusterIdentityPtrOutput) 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. Changing this forces a new Machine Learning Compute Cluster to be created.

type ComputeClusterInput added in v4.8.0 

type ComputeClusterInput interface {
	pulumi.Input

	ToComputeClusterOutput() ComputeClusterOutput
	ToComputeClusterOutputWithContext(ctx context.Context) ComputeClusterOutput
}

type ComputeClusterMap added in v4.8.0 

type ComputeClusterMap map[string]ComputeClusterInput

func (ComputeClusterMap) ElementType added in v4.8.0 

func (ComputeClusterMap) ElementType() reflect.Type

func (ComputeClusterMap) ToComputeClusterMapOutput added in v4.8.0 

func (i ComputeClusterMap) ToComputeClusterMapOutput() ComputeClusterMapOutput

func (ComputeClusterMap) ToComputeClusterMapOutputWithContext added in v4.8.0 

func (i ComputeClusterMap) ToComputeClusterMapOutputWithContext(ctx context.Context) ComputeClusterMapOutput

type ComputeClusterMapInput added in v4.8.0 

type ComputeClusterMapInput interface {
	pulumi.Input

	ToComputeClusterMapOutput() ComputeClusterMapOutput
	ToComputeClusterMapOutputWithContext(context.Context) ComputeClusterMapOutput
}

ComputeClusterMapInput is an input type that accepts ComputeClusterMap and ComputeClusterMapOutput values. You can construct a concrete instance of `ComputeClusterMapInput` via: 

ComputeClusterMap{ "key": ComputeClusterArgs{...} }

type ComputeClusterMapOutput added in v4.8.0 

type ComputeClusterMapOutput struct{ *pulumi.OutputState }

func (ComputeClusterMapOutput) ElementType added in v4.8.0 

func (ComputeClusterMapOutput) ElementType() reflect.Type

func (ComputeClusterMapOutput) MapIndex added in v4.8.0 

func (o ComputeClusterMapOutput) MapIndex(k pulumi.StringInput) ComputeClusterOutput

func (ComputeClusterMapOutput) ToComputeClusterMapOutput added in v4.8.0 

func (o ComputeClusterMapOutput) ToComputeClusterMapOutput() ComputeClusterMapOutput

func (ComputeClusterMapOutput) ToComputeClusterMapOutputWithContext added in v4.8.0 

func (o ComputeClusterMapOutput) ToComputeClusterMapOutputWithContext(ctx context.Context) ComputeClusterMapOutput

type ComputeClusterOutput added in v4.8.0 

type ComputeClusterOutput struct {
	*pulumi.OutputState
}

func (ComputeClusterOutput) ElementType added in v4.8.0 

func (ComputeClusterOutput) ElementType() reflect.Type

func (ComputeClusterOutput) ToComputeClusterOutput added in v4.8.0 

func (o ComputeClusterOutput) ToComputeClusterOutput() ComputeClusterOutput

func (ComputeClusterOutput) ToComputeClusterOutputWithContext added in v4.8.0 

func (o ComputeClusterOutput) ToComputeClusterOutputWithContext(ctx context.Context) ComputeClusterOutput

func (ComputeClusterOutput) ToComputeClusterPtrOutput added in v4.8.0 

func (o ComputeClusterOutput) ToComputeClusterPtrOutput() ComputeClusterPtrOutput

func (ComputeClusterOutput) ToComputeClusterPtrOutputWithContext added in v4.8.0 

func (o ComputeClusterOutput) ToComputeClusterPtrOutputWithContext(ctx context.Context) ComputeClusterPtrOutput

type ComputeClusterPtrInput added in v4.8.0 

type ComputeClusterPtrInput interface {
	pulumi.Input

	ToComputeClusterPtrOutput() ComputeClusterPtrOutput
	ToComputeClusterPtrOutputWithContext(ctx context.Context) ComputeClusterPtrOutput
}

type ComputeClusterPtrOutput added in v4.8.0 

type ComputeClusterPtrOutput struct {
	*pulumi.OutputState
}

func (ComputeClusterPtrOutput) ElementType added in v4.8.0 

func (ComputeClusterPtrOutput) ElementType() reflect.Type

func (ComputeClusterPtrOutput) ToComputeClusterPtrOutput added in v4.8.0 

func (o ComputeClusterPtrOutput) ToComputeClusterPtrOutput() ComputeClusterPtrOutput

func (ComputeClusterPtrOutput) ToComputeClusterPtrOutputWithContext added in v4.8.0 

func (o ComputeClusterPtrOutput) ToComputeClusterPtrOutputWithContext(ctx context.Context) ComputeClusterPtrOutput

type ComputeClusterScaleSettings added in v4.8.0 

type ComputeClusterScaleSettings struct {
	// Maximum node count. Changing this forces a new Machine Learning Compute Cluster to be created.
	MaxNodeCount int `pulumi:"maxNodeCount"`
	// Minimal node count. Changing this forces a new Machine Learning Compute Cluster to be created.
	MinNodeCount int `pulumi:"minNodeCount"`
	// Node Idle Time Before Scale Down: defines the time until the compute is shutdown when it has gone into Idle state. Is defined according to W3C XML schema standard for duration. Changing this forces a new Machine Learning Compute Cluster to be created.
	ScaleDownNodesAfterIdleDuration string `pulumi:"scaleDownNodesAfterIdleDuration"`
}

type ComputeClusterScaleSettingsArgs added in v4.8.0 

type ComputeClusterScaleSettingsArgs struct {
	// Maximum node count. Changing this forces a new Machine Learning Compute Cluster to be created.
	MaxNodeCount pulumi.IntInput `pulumi:"maxNodeCount"`
	// Minimal node count. Changing this forces a new Machine Learning Compute Cluster to be created.
	MinNodeCount pulumi.IntInput `pulumi:"minNodeCount"`
	// Node Idle Time Before Scale Down: defines the time until the compute is shutdown when it has gone into Idle state. Is defined according to W3C XML schema standard for duration. Changing this forces a new Machine Learning Compute Cluster to be created.
	ScaleDownNodesAfterIdleDuration pulumi.StringInput `pulumi:"scaleDownNodesAfterIdleDuration"`
}

func (ComputeClusterScaleSettingsArgs) ElementType added in v4.8.0 

func (ComputeClusterScaleSettingsArgs) ElementType() reflect.Type

func (ComputeClusterScaleSettingsArgs) ToComputeClusterScaleSettingsOutput added in v4.8.0 

func (i ComputeClusterScaleSettingsArgs) ToComputeClusterScaleSettingsOutput() ComputeClusterScaleSettingsOutput

func (ComputeClusterScaleSettingsArgs) ToComputeClusterScaleSettingsOutputWithContext added in v4.8.0 

func (i ComputeClusterScaleSettingsArgs) ToComputeClusterScaleSettingsOutputWithContext(ctx context.Context) ComputeClusterScaleSettingsOutput

func (ComputeClusterScaleSettingsArgs) ToComputeClusterScaleSettingsPtrOutput added in v4.8.0 

func (i ComputeClusterScaleSettingsArgs) ToComputeClusterScaleSettingsPtrOutput() ComputeClusterScaleSettingsPtrOutput

func (ComputeClusterScaleSettingsArgs) ToComputeClusterScaleSettingsPtrOutputWithContext added in v4.8.0 

func (i ComputeClusterScaleSettingsArgs) ToComputeClusterScaleSettingsPtrOutputWithContext(ctx context.Context) ComputeClusterScaleSettingsPtrOutput

type ComputeClusterScaleSettingsInput added in v4.8.0 

type ComputeClusterScaleSettingsInput interface {
	pulumi.Input

	ToComputeClusterScaleSettingsOutput() ComputeClusterScaleSettingsOutput
	ToComputeClusterScaleSettingsOutputWithContext(context.Context) ComputeClusterScaleSettingsOutput
}

ComputeClusterScaleSettingsInput is an input type that accepts ComputeClusterScaleSettingsArgs and ComputeClusterScaleSettingsOutput values. You can construct a concrete instance of `ComputeClusterScaleSettingsInput` via: 

ComputeClusterScaleSettingsArgs{...}

type ComputeClusterScaleSettingsOutput added in v4.8.0 

type ComputeClusterScaleSettingsOutput struct{ *pulumi.OutputState }

func (ComputeClusterScaleSettingsOutput) ElementType added in v4.8.0 

func (ComputeClusterScaleSettingsOutput) ElementType() reflect.Type

func (ComputeClusterScaleSettingsOutput) MaxNodeCount added in v4.8.0 

func (o ComputeClusterScaleSettingsOutput) MaxNodeCount() pulumi.IntOutput

Maximum node count. Changing this forces a new Machine Learning Compute Cluster to be created.

func (ComputeClusterScaleSettingsOutput) MinNodeCount added in v4.8.0 

func (o ComputeClusterScaleSettingsOutput) MinNodeCount() pulumi.IntOutput

Minimal node count. Changing this forces a new Machine Learning Compute Cluster to be created.

func (ComputeClusterScaleSettingsOutput) ScaleDownNodesAfterIdleDuration added in v4.8.0 

func (o ComputeClusterScaleSettingsOutput) ScaleDownNodesAfterIdleDuration() pulumi.StringOutput

Node Idle Time Before Scale Down: defines the time until the compute is shutdown when it has gone into Idle state. Is defined according to W3C XML schema standard for duration. Changing this forces a new Machine Learning Compute Cluster to be created.

func (ComputeClusterScaleSettingsOutput) ToComputeClusterScaleSettingsOutput added in v4.8.0 

func (o ComputeClusterScaleSettingsOutput) ToComputeClusterScaleSettingsOutput() ComputeClusterScaleSettingsOutput

func (ComputeClusterScaleSettingsOutput) ToComputeClusterScaleSettingsOutputWithContext added in v4.8.0 

func (o ComputeClusterScaleSettingsOutput) ToComputeClusterScaleSettingsOutputWithContext(ctx context.Context) ComputeClusterScaleSettingsOutput

func (ComputeClusterScaleSettingsOutput) ToComputeClusterScaleSettingsPtrOutput added in v4.8.0 

func (o ComputeClusterScaleSettingsOutput) ToComputeClusterScaleSettingsPtrOutput() ComputeClusterScaleSettingsPtrOutput

func (ComputeClusterScaleSettingsOutput) ToComputeClusterScaleSettingsPtrOutputWithContext added in v4.8.0 

func (o ComputeClusterScaleSettingsOutput) ToComputeClusterScaleSettingsPtrOutputWithContext(ctx context.Context) ComputeClusterScaleSettingsPtrOutput

type ComputeClusterScaleSettingsPtrInput added in v4.8.0 

type ComputeClusterScaleSettingsPtrInput interface {
	pulumi.Input

	ToComputeClusterScaleSettingsPtrOutput() ComputeClusterScaleSettingsPtrOutput
	ToComputeClusterScaleSettingsPtrOutputWithContext(context.Context) ComputeClusterScaleSettingsPtrOutput
}

ComputeClusterScaleSettingsPtrInput is an input type that accepts ComputeClusterScaleSettingsArgs, ComputeClusterScaleSettingsPtr and ComputeClusterScaleSettingsPtrOutput values. You can construct a concrete instance of `ComputeClusterScaleSettingsPtrInput` via: 

        ComputeClusterScaleSettingsArgs{...}

or:

        nil

func ComputeClusterScaleSettingsPtr added in v4.8.0 

func ComputeClusterScaleSettingsPtr(v *ComputeClusterScaleSettingsArgs) ComputeClusterScaleSettingsPtrInput

type ComputeClusterScaleSettingsPtrOutput added in v4.8.0 

type ComputeClusterScaleSettingsPtrOutput struct{ *pulumi.OutputState }

func (ComputeClusterScaleSettingsPtrOutput) Elem added in v4.8.0 

func (o ComputeClusterScaleSettingsPtrOutput) Elem() ComputeClusterScaleSettingsOutput

func (ComputeClusterScaleSettingsPtrOutput) ElementType added in v4.8.0 

func (ComputeClusterScaleSettingsPtrOutput) ElementType() reflect.Type

func (ComputeClusterScaleSettingsPtrOutput) MaxNodeCount added in v4.8.0 

func (o ComputeClusterScaleSettingsPtrOutput) MaxNodeCount() pulumi.IntPtrOutput

Maximum node count. Changing this forces a new Machine Learning Compute Cluster to be created.

func (ComputeClusterScaleSettingsPtrOutput) MinNodeCount added in v4.8.0 

func (o ComputeClusterScaleSettingsPtrOutput) MinNodeCount() pulumi.IntPtrOutput

Minimal node count. Changing this forces a new Machine Learning Compute Cluster to be created.

func (ComputeClusterScaleSettingsPtrOutput) ScaleDownNodesAfterIdleDuration added in v4.8.0 

func (o ComputeClusterScaleSettingsPtrOutput) ScaleDownNodesAfterIdleDuration() pulumi.StringPtrOutput

Node Idle Time Before Scale Down: defines the time until the compute is shutdown when it has gone into Idle state. Is defined according to W3C XML schema standard for duration. Changing this forces a new Machine Learning Compute Cluster to be created.

func (ComputeClusterScaleSettingsPtrOutput) ToComputeClusterScaleSettingsPtrOutput added in v4.8.0 

func (o ComputeClusterScaleSettingsPtrOutput) ToComputeClusterScaleSettingsPtrOutput() ComputeClusterScaleSettingsPtrOutput

func (ComputeClusterScaleSettingsPtrOutput) ToComputeClusterScaleSettingsPtrOutputWithContext added in v4.8.0 

func (o ComputeClusterScaleSettingsPtrOutput) ToComputeClusterScaleSettingsPtrOutputWithContext(ctx context.Context) ComputeClusterScaleSettingsPtrOutput

type ComputeClusterState added in v4.8.0 

type ComputeClusterState struct {
	// The description of the Machine Learning compute. Changing this forces a new Machine Learning Compute Cluster to be created.
	Description pulumi.StringPtrInput
	// A `identity` block as defined below. Changing this forces a new Machine Learning Compute Cluster to be created.
	Identity ComputeClusterIdentityPtrInput
	// The Azure Region where the Machine Learning Compute Cluster should exist. Changing this forces a new Machine Learning Compute Cluster to be created.
	Location pulumi.StringPtrInput
	// The ID of the Machine Learning Workspace. Changing this forces a new Machine Learning Compute Cluster to be created.
	MachineLearningWorkspaceId pulumi.StringPtrInput
	// The name which should be used for this Machine Learning Compute Cluster. Changing this forces a new Machine Learning Compute Cluster to be created.
	Name pulumi.StringPtrInput
	// A `scaleSettings` block as defined below. Changing this forces a new Machine Learning Compute Cluster to be created.
	ScaleSettings ComputeClusterScaleSettingsPtrInput
	// The ID of the Subnet that the Compute Cluster should reside in. Changing this forces a new Machine Learning Compute Cluster to be created.
	SubnetResourceId pulumi.StringPtrInput
	// A mapping of tags which should be assigned to the Machine Learning Compute Cluster. Changing this forces a new Machine Learning Compute Cluster to be created.
	Tags pulumi.StringMapInput
	// The priority of the VM. Changing this forces a new Machine Learning Compute Cluster to be created.
	VmPriority pulumi.StringPtrInput
	// The size of the VM. Changing this forces a new Machine Learning Compute Cluster to be created.
	VmSize pulumi.StringPtrInput
}

func (ComputeClusterState) ElementType added in v4.8.0 

func (ComputeClusterState) ElementType() reflect.Type

type GetWorkspaceIdentity 

type GetWorkspaceIdentity struct {
	PrincipalId string `pulumi:"principalId"`
	TenantId    string `pulumi:"tenantId"`
	Type        string `pulumi:"type"`
}

type GetWorkspaceIdentityArgs 

type GetWorkspaceIdentityArgs struct {
	PrincipalId pulumi.StringInput `pulumi:"principalId"`
	TenantId    pulumi.StringInput `pulumi:"tenantId"`
	Type        pulumi.StringInput `pulumi:"type"`
}

func (GetWorkspaceIdentityArgs) ElementType 

func (GetWorkspaceIdentityArgs) ElementType() reflect.Type

func (GetWorkspaceIdentityArgs) ToGetWorkspaceIdentityOutput 

func (i GetWorkspaceIdentityArgs) ToGetWorkspaceIdentityOutput() GetWorkspaceIdentityOutput

func (GetWorkspaceIdentityArgs) ToGetWorkspaceIdentityOutputWithContext 

func (i GetWorkspaceIdentityArgs) ToGetWorkspaceIdentityOutputWithContext(ctx context.Context) GetWorkspaceIdentityOutput

type GetWorkspaceIdentityArray 

type GetWorkspaceIdentityArray []GetWorkspaceIdentityInput

func (GetWorkspaceIdentityArray) ElementType 

func (GetWorkspaceIdentityArray) ElementType() reflect.Type

func (GetWorkspaceIdentityArray) ToGetWorkspaceIdentityArrayOutput 

func (i GetWorkspaceIdentityArray) ToGetWorkspaceIdentityArrayOutput() GetWorkspaceIdentityArrayOutput

func (GetWorkspaceIdentityArray) ToGetWorkspaceIdentityArrayOutputWithContext 

func (i GetWorkspaceIdentityArray) ToGetWorkspaceIdentityArrayOutputWithContext(ctx context.Context) GetWorkspaceIdentityArrayOutput

type GetWorkspaceIdentityArrayInput 

type GetWorkspaceIdentityArrayInput interface {
	pulumi.Input

	ToGetWorkspaceIdentityArrayOutput() GetWorkspaceIdentityArrayOutput
	ToGetWorkspaceIdentityArrayOutputWithContext(context.Context) GetWorkspaceIdentityArrayOutput
}

GetWorkspaceIdentityArrayInput is an input type that accepts GetWorkspaceIdentityArray and GetWorkspaceIdentityArrayOutput values. You can construct a concrete instance of `GetWorkspaceIdentityArrayInput` via: 

GetWorkspaceIdentityArray{ GetWorkspaceIdentityArgs{...} }

type GetWorkspaceIdentityArrayOutput 

type GetWorkspaceIdentityArrayOutput struct{ *pulumi.OutputState }

func (GetWorkspaceIdentityArrayOutput) ElementType 

func (GetWorkspaceIdentityArrayOutput) ElementType() reflect.Type

func (GetWorkspaceIdentityArrayOutput) Index 

func (o GetWorkspaceIdentityArrayOutput) Index(i pulumi.IntInput) GetWorkspaceIdentityOutput

func (GetWorkspaceIdentityArrayOutput) ToGetWorkspaceIdentityArrayOutput 

func (o GetWorkspaceIdentityArrayOutput) ToGetWorkspaceIdentityArrayOutput() GetWorkspaceIdentityArrayOutput

func (GetWorkspaceIdentityArrayOutput) ToGetWorkspaceIdentityArrayOutputWithContext 

func (o GetWorkspaceIdentityArrayOutput) ToGetWorkspaceIdentityArrayOutputWithContext(ctx context.Context) GetWorkspaceIdentityArrayOutput

type GetWorkspaceIdentityInput 

type GetWorkspaceIdentityInput interface {
	pulumi.Input

	ToGetWorkspaceIdentityOutput() GetWorkspaceIdentityOutput
	ToGetWorkspaceIdentityOutputWithContext(context.Context) GetWorkspaceIdentityOutput
}

GetWorkspaceIdentityInput is an input type that accepts GetWorkspaceIdentityArgs and GetWorkspaceIdentityOutput values. You can construct a concrete instance of `GetWorkspaceIdentityInput` via: 

GetWorkspaceIdentityArgs{...}

type GetWorkspaceIdentityOutput 

type GetWorkspaceIdentityOutput struct{ *pulumi.OutputState }

func (GetWorkspaceIdentityOutput) ElementType 

func (GetWorkspaceIdentityOutput) ElementType() reflect.Type

func (GetWorkspaceIdentityOutput) PrincipalId 

func (o GetWorkspaceIdentityOutput) PrincipalId() pulumi.StringOutput

func (GetWorkspaceIdentityOutput) TenantId 

func (o GetWorkspaceIdentityOutput) TenantId() pulumi.StringOutput

func (GetWorkspaceIdentityOutput) ToGetWorkspaceIdentityOutput 

func (o GetWorkspaceIdentityOutput) ToGetWorkspaceIdentityOutput() GetWorkspaceIdentityOutput

func (GetWorkspaceIdentityOutput) ToGetWorkspaceIdentityOutputWithContext 

func (o GetWorkspaceIdentityOutput) ToGetWorkspaceIdentityOutputWithContext(ctx context.Context) GetWorkspaceIdentityOutput

func (GetWorkspaceIdentityOutput) Type 

func (o GetWorkspaceIdentityOutput) Type() pulumi.StringOutput

type InferenceCluster added in v4.4.0 

type InferenceCluster struct {
	pulumi.CustomResourceState

	// The purpose of the Inference Cluster. Options are `DevTest`, `DenseProd` and `FastProd`. If used for Development or Testing, use `DevTest` here. Default purpose is `FastProd`, which is recommended for production workloads. Changing this forces a new Machine Learning Inference Cluster to be created.
	ClusterPurpose pulumi.StringPtrOutput `pulumi:"clusterPurpose"`
	// The description of the Machine Learning compute. Changing this forces a new Machine Learning Inference Cluster to be created.
	Description pulumi.StringPtrOutput `pulumi:"description"`
	// The ID of the Kubernetes Cluster. Changing this forces a new Machine Learning Inference Cluster to be created.
	KubernetesClusterId pulumi.StringOutput `pulumi:"kubernetesClusterId"`
	// The Azure Region where the Machine Learning Inference Cluster should exist. Changing this forces a new Machine Learning Inference Cluster to be created.
	Location pulumi.StringOutput `pulumi:"location"`
	// The ID of the Machine Learning Workspace. Changing this forces a new Machine Learning Inference Cluster to be created.
	MachineLearningWorkspaceId pulumi.StringOutput `pulumi:"machineLearningWorkspaceId"`
	// The name which should be used for this Machine Learning Inference Cluster. Changing this forces a new Machine Learning Inference Cluster to be created.
	Name pulumi.StringOutput `pulumi:"name"`
	// A `ssl` block as defined below. Changing this forces a new Machine Learning Inference Cluster to be created.
	Ssl InferenceClusterSslPtrOutput `pulumi:"ssl"`
	// A mapping of tags which should be assigned to the Machine Learning Inference Cluster. Changing this forces a new Machine Learning Inference Cluster to be created.
	Tags pulumi.StringMapOutput `pulumi:"tags"`
}

Manages a Machine Learning Inference Cluster.

> **NOTE:** The Machine Learning Inference Cluster resource is used to attach an existing AKS cluster to the Machine Learning Workspace, it doesn't create the AKS cluster itself. Therefore it can only be created and deleted, not updated. Any change to the configuration will recreate the resource.

## Example Usage

```go package main

import ( 

"github.com/pulumi/pulumi-azure/sdk/v4/go/azure/appinsights"
"github.com/pulumi/pulumi-azure/sdk/v4/go/azure/containerservice"
"github.com/pulumi/pulumi-azure/sdk/v4/go/azure/core"
"github.com/pulumi/pulumi-azure/sdk/v4/go/azure/keyvault"
"github.com/pulumi/pulumi-azure/sdk/v4/go/azure/machinelearning"
"github.com/pulumi/pulumi-azure/sdk/v4/go/azure/network"
"github.com/pulumi/pulumi-azure/sdk/v4/go/azure/storage"
"github.com/pulumi/pulumi/sdk/v3/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"),
			Tags: pulumi.StringMap{
				"stage": pulumi.String("example"),
			},
		})
		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("standard"),
			PurgeProtectionEnabled: pulumi.Bool(true),
		})
		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("LRS"),
		})
		if err != nil {
			return err
		}
		exampleWorkspace, 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
		}
		exampleVirtualNetwork, err := network.NewVirtualNetwork(ctx, "exampleVirtualNetwork", &network.VirtualNetworkArgs{
			AddressSpaces: pulumi.StringArray{
				pulumi.String("10.1.0.0/16"),
			},
			Location:          exampleResourceGroup.Location,
			ResourceGroupName: exampleResourceGroup.Name,
		})
		if err != nil {
			return err
		}
		exampleSubnet, err := network.NewSubnet(ctx, "exampleSubnet", &network.SubnetArgs{
			ResourceGroupName:  exampleResourceGroup.Name,
			VirtualNetworkName: exampleVirtualNetwork.Name,
			AddressPrefix:      pulumi.String("10.1.0.0/24"),
		})
		if err != nil {
			return err
		}
		exampleKubernetesCluster, err := containerservice.NewKubernetesCluster(ctx, "exampleKubernetesCluster", &containerservice.KubernetesClusterArgs{
			Location:          exampleResourceGroup.Location,
			ResourceGroupName: exampleResourceGroup.Name,
			DefaultNodePool: &containerservice.KubernetesClusterDefaultNodePoolArgs{
				Name:         pulumi.String("default"),
				NodeCount:    pulumi.Int(3),
				VmSize:       pulumi.String("Standard_D3_v2"),
				VnetSubnetId: exampleSubnet.ID(),
			},
			Identity: &containerservice.KubernetesClusterIdentityArgs{
				Type: pulumi.String("SystemAssigned"),
			},
		})
		if err != nil {
			return err
		}
		_, err = machinelearning.NewInferenceCluster(ctx, "exampleInferenceCluster", &machinelearning.InferenceClusterArgs{
			Location:                   exampleResourceGroup.Location,
			ClusterPurpose:             pulumi.String("FastProd"),
			KubernetesClusterId:        exampleKubernetesCluster.ID(),
			Description:                pulumi.String("This is an example cluster used with Terraform"),
			MachineLearningWorkspaceId: exampleWorkspace.ID(),
			Tags: pulumi.StringMap{
				"stage": pulumi.String("example"),
			},
		})
		if err != nil {
			return err
		}
		return nil
	})
}

```

## Import

Machine Learning Inference Clusters can be imported using the `resource id`, e.g.

```sh 

$ pulumi import azure:machinelearning/inferenceCluster:InferenceCluster example /subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/resGroup1/providers/Microsoft.MachineLearningServices/workspaces/workspace1/computes/cluster1

```

func GetInferenceCluster added in v4.4.0 

func GetInferenceCluster(ctx *pulumi.Context,
	name string, id pulumi.IDInput, state *InferenceClusterState, opts ...pulumi.ResourceOption) (*InferenceCluster, error)

GetInferenceCluster gets an existing InferenceCluster 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 NewInferenceCluster added in v4.4.0 

func NewInferenceCluster(ctx *pulumi.Context,
	name string, args *InferenceClusterArgs, opts ...pulumi.ResourceOption) (*InferenceCluster, error)

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

func (*InferenceCluster) ElementType added in v4.4.0 

func (*InferenceCluster) ElementType() reflect.Type

func (*InferenceCluster) ToInferenceClusterOutput added in v4.4.0 

func (i *InferenceCluster) ToInferenceClusterOutput() InferenceClusterOutput

func (*InferenceCluster) ToInferenceClusterOutputWithContext added in v4.4.0 

func (i *InferenceCluster) ToInferenceClusterOutputWithContext(ctx context.Context) InferenceClusterOutput

func (*InferenceCluster) ToInferenceClusterPtrOutput added in v4.4.0 

func (i *InferenceCluster) ToInferenceClusterPtrOutput() InferenceClusterPtrOutput

func (*InferenceCluster) ToInferenceClusterPtrOutputWithContext added in v4.4.0 

func (i *InferenceCluster) ToInferenceClusterPtrOutputWithContext(ctx context.Context) InferenceClusterPtrOutput

type InferenceClusterArgs added in v4.4.0 

type InferenceClusterArgs struct {
	// The purpose of the Inference Cluster. Options are `DevTest`, `DenseProd` and `FastProd`. If used for Development or Testing, use `DevTest` here. Default purpose is `FastProd`, which is recommended for production workloads. Changing this forces a new Machine Learning Inference Cluster to be created.
	ClusterPurpose pulumi.StringPtrInput
	// The description of the Machine Learning compute. Changing this forces a new Machine Learning Inference Cluster to be created.
	Description pulumi.StringPtrInput
	// The ID of the Kubernetes Cluster. Changing this forces a new Machine Learning Inference Cluster to be created.
	KubernetesClusterId pulumi.StringInput
	// The Azure Region where the Machine Learning Inference Cluster should exist. Changing this forces a new Machine Learning Inference Cluster to be created.
	Location pulumi.StringPtrInput
	// The ID of the Machine Learning Workspace. Changing this forces a new Machine Learning Inference Cluster to be created.
	MachineLearningWorkspaceId pulumi.StringInput
	// The name which should be used for this Machine Learning Inference Cluster. Changing this forces a new Machine Learning Inference Cluster to be created.
	Name pulumi.StringPtrInput
	// A `ssl` block as defined below. Changing this forces a new Machine Learning Inference Cluster to be created.
	Ssl InferenceClusterSslPtrInput
	// A mapping of tags which should be assigned to the Machine Learning Inference Cluster. Changing this forces a new Machine Learning Inference Cluster to be created.
	Tags pulumi.StringMapInput
}

The set of arguments for constructing a InferenceCluster resource.

func (InferenceClusterArgs) ElementType added in v4.4.0 

func (InferenceClusterArgs) ElementType() reflect.Type

type InferenceClusterArray added in v4.4.0 

type InferenceClusterArray []InferenceClusterInput

func (InferenceClusterArray) ElementType added in v4.4.0 

func (InferenceClusterArray) ElementType() reflect.Type

func (InferenceClusterArray) ToInferenceClusterArrayOutput added in v4.4.0 

func (i InferenceClusterArray) ToInferenceClusterArrayOutput() InferenceClusterArrayOutput

func (InferenceClusterArray) ToInferenceClusterArrayOutputWithContext added in v4.4.0 

func (i InferenceClusterArray) ToInferenceClusterArrayOutputWithContext(ctx context.Context) InferenceClusterArrayOutput

type InferenceClusterArrayInput added in v4.4.0 

type InferenceClusterArrayInput interface {
	pulumi.Input

	ToInferenceClusterArrayOutput() InferenceClusterArrayOutput
	ToInferenceClusterArrayOutputWithContext(context.Context) InferenceClusterArrayOutput
}

InferenceClusterArrayInput is an input type that accepts InferenceClusterArray and InferenceClusterArrayOutput values. You can construct a concrete instance of `InferenceClusterArrayInput` via: 

InferenceClusterArray{ InferenceClusterArgs{...} }

type InferenceClusterArrayOutput added in v4.4.0 

type InferenceClusterArrayOutput struct{ *pulumi.OutputState }

func (InferenceClusterArrayOutput) ElementType added in v4.4.0 

func (InferenceClusterArrayOutput) ElementType() reflect.Type

func (InferenceClusterArrayOutput) Index added in v4.4.0 

func (o InferenceClusterArrayOutput) Index(i pulumi.IntInput) InferenceClusterOutput

func (InferenceClusterArrayOutput) ToInferenceClusterArrayOutput added in v4.4.0 

func (o InferenceClusterArrayOutput) ToInferenceClusterArrayOutput() InferenceClusterArrayOutput

func (InferenceClusterArrayOutput) ToInferenceClusterArrayOutputWithContext added in v4.4.0 

func (o InferenceClusterArrayOutput) ToInferenceClusterArrayOutputWithContext(ctx context.Context) InferenceClusterArrayOutput

type InferenceClusterInput added in v4.4.0 

type InferenceClusterInput interface {
	pulumi.Input

	ToInferenceClusterOutput() InferenceClusterOutput
	ToInferenceClusterOutputWithContext(ctx context.Context) InferenceClusterOutput
}

type InferenceClusterMap added in v4.4.0 

type InferenceClusterMap map[string]InferenceClusterInput

func (InferenceClusterMap) ElementType added in v4.4.0 

func (InferenceClusterMap) ElementType() reflect.Type

func (InferenceClusterMap) ToInferenceClusterMapOutput added in v4.4.0 

func (i InferenceClusterMap) ToInferenceClusterMapOutput() InferenceClusterMapOutput

func (InferenceClusterMap) ToInferenceClusterMapOutputWithContext added in v4.4.0 

func (i InferenceClusterMap) ToInferenceClusterMapOutputWithContext(ctx context.Context) InferenceClusterMapOutput

type InferenceClusterMapInput added in v4.4.0 

type InferenceClusterMapInput interface {
	pulumi.Input

	ToInferenceClusterMapOutput() InferenceClusterMapOutput
	ToInferenceClusterMapOutputWithContext(context.Context) InferenceClusterMapOutput
}

InferenceClusterMapInput is an input type that accepts InferenceClusterMap and InferenceClusterMapOutput values. You can construct a concrete instance of `InferenceClusterMapInput` via: 

InferenceClusterMap{ "key": InferenceClusterArgs{...} }

type InferenceClusterMapOutput added in v4.4.0 

type InferenceClusterMapOutput struct{ *pulumi.OutputState }

func (InferenceClusterMapOutput) ElementType added in v4.4.0 

func (InferenceClusterMapOutput) ElementType() reflect.Type

func (InferenceClusterMapOutput) MapIndex added in v4.4.0 

func (o InferenceClusterMapOutput) MapIndex(k pulumi.StringInput) InferenceClusterOutput

func (InferenceClusterMapOutput) ToInferenceClusterMapOutput added in v4.4.0 

func (o InferenceClusterMapOutput) ToInferenceClusterMapOutput() InferenceClusterMapOutput

func (InferenceClusterMapOutput) ToInferenceClusterMapOutputWithContext added in v4.4.0 

func (o InferenceClusterMapOutput) ToInferenceClusterMapOutputWithContext(ctx context.Context) InferenceClusterMapOutput

type InferenceClusterOutput added in v4.4.0 

type InferenceClusterOutput struct {
	*pulumi.OutputState
}

func (InferenceClusterOutput) ElementType added in v4.4.0 

func (InferenceClusterOutput) ElementType() reflect.Type

func (InferenceClusterOutput) ToInferenceClusterOutput added in v4.4.0 

func (o InferenceClusterOutput) ToInferenceClusterOutput() InferenceClusterOutput

func (InferenceClusterOutput) ToInferenceClusterOutputWithContext added in v4.4.0 

func (o InferenceClusterOutput) ToInferenceClusterOutputWithContext(ctx context.Context) InferenceClusterOutput

func (InferenceClusterOutput) ToInferenceClusterPtrOutput added in v4.4.0 

func (o InferenceClusterOutput) ToInferenceClusterPtrOutput() InferenceClusterPtrOutput

func (InferenceClusterOutput) ToInferenceClusterPtrOutputWithContext added in v4.4.0 

func (o InferenceClusterOutput) ToInferenceClusterPtrOutputWithContext(ctx context.Context) InferenceClusterPtrOutput

type InferenceClusterPtrInput added in v4.4.0 

type InferenceClusterPtrInput interface {
	pulumi.Input

	ToInferenceClusterPtrOutput() InferenceClusterPtrOutput
	ToInferenceClusterPtrOutputWithContext(ctx context.Context) InferenceClusterPtrOutput
}

type InferenceClusterPtrOutput added in v4.4.0 

type InferenceClusterPtrOutput struct {
	*pulumi.OutputState
}

func (InferenceClusterPtrOutput) ElementType added in v4.4.0 

func (InferenceClusterPtrOutput) ElementType() reflect.Type

func (InferenceClusterPtrOutput) ToInferenceClusterPtrOutput added in v4.4.0 

func (o InferenceClusterPtrOutput) ToInferenceClusterPtrOutput() InferenceClusterPtrOutput

func (InferenceClusterPtrOutput) ToInferenceClusterPtrOutputWithContext added in v4.4.0 

func (o InferenceClusterPtrOutput) ToInferenceClusterPtrOutputWithContext(ctx context.Context) InferenceClusterPtrOutput

type InferenceClusterSsl added in v4.4.0 

type InferenceClusterSsl struct {
	// The certificate for the ssl configuration.Conflicts with `ssl.0.leaf_domain_label`,`ssl.0.overwrite_existing_domain`. Changing this forces a new Machine Learning Inference Cluster to be created.
	Cert *string `pulumi:"cert"`
	// The cname of the ssl configuration.Conflicts with `ssl.0.leaf_domain_label`,`ssl.0.overwrite_existing_domain`. Changing this forces a new Machine Learning Inference Cluster to be created.
	Cname *string `pulumi:"cname"`
	// The key content for the ssl configuration.Conflicts with `ssl.0.leaf_domain_label`,`ssl.0.overwrite_existing_domain`. Changing this forces a new Machine Learning Inference Cluster to be created.
	Key *string `pulumi:"key"`
	// The leaf domain label for the ssl configuration. Conflicts with `ssl.0.cert`,`ssl.0.key`,`ssl.0.cname`. Changing this forces a new Machine Learning Inference Cluster to be created.
	LeafDomainLabel *string `pulumi:"leafDomainLabel"`
	// Whether or not to overwrite existing leaf domain. Conflicts with `ssl.0.cert`,`ssl.0.key`,`ssl.0.cname` Changing this forces a new Machine Learning Inference Cluster to be created.
	OverwriteExistingDomain *bool `pulumi:"overwriteExistingDomain"`
}

type InferenceClusterSslArgs added in v4.4.0 

type InferenceClusterSslArgs struct {
	// The certificate for the ssl configuration.Conflicts with `ssl.0.leaf_domain_label`,`ssl.0.overwrite_existing_domain`. Changing this forces a new Machine Learning Inference Cluster to be created.
	Cert pulumi.StringPtrInput `pulumi:"cert"`
	// The cname of the ssl configuration.Conflicts with `ssl.0.leaf_domain_label`,`ssl.0.overwrite_existing_domain`. Changing this forces a new Machine Learning Inference Cluster to be created.
	Cname pulumi.StringPtrInput `pulumi:"cname"`
	// The key content for the ssl configuration.Conflicts with `ssl.0.leaf_domain_label`,`ssl.0.overwrite_existing_domain`. Changing this forces a new Machine Learning Inference Cluster to be created.
	Key pulumi.StringPtrInput `pulumi:"key"`
	// The leaf domain label for the ssl configuration. Conflicts with `ssl.0.cert`,`ssl.0.key`,`ssl.0.cname`. Changing this forces a new Machine Learning Inference Cluster to be created.
	LeafDomainLabel pulumi.StringPtrInput `pulumi:"leafDomainLabel"`
	// Whether or not to overwrite existing leaf domain. Conflicts with `ssl.0.cert`,`ssl.0.key`,`ssl.0.cname` Changing this forces a new Machine Learning Inference Cluster to be created.
	OverwriteExistingDomain pulumi.BoolPtrInput `pulumi:"overwriteExistingDomain"`
}

func (InferenceClusterSslArgs) ElementType added in v4.4.0 

func (InferenceClusterSslArgs) ElementType() reflect.Type

func (InferenceClusterSslArgs) ToInferenceClusterSslOutput added in v4.4.0 

func (i InferenceClusterSslArgs) ToInferenceClusterSslOutput() InferenceClusterSslOutput

func (InferenceClusterSslArgs) ToInferenceClusterSslOutputWithContext added in v4.4.0 

func (i InferenceClusterSslArgs) ToInferenceClusterSslOutputWithContext(ctx context.Context) InferenceClusterSslOutput

func (InferenceClusterSslArgs) ToInferenceClusterSslPtrOutput added in v4.4.0 

func (i InferenceClusterSslArgs) ToInferenceClusterSslPtrOutput() InferenceClusterSslPtrOutput

func (InferenceClusterSslArgs) ToInferenceClusterSslPtrOutputWithContext added in v4.4.0 

func (i InferenceClusterSslArgs) ToInferenceClusterSslPtrOutputWithContext(ctx context.Context) InferenceClusterSslPtrOutput

type InferenceClusterSslInput added in v4.4.0 

type InferenceClusterSslInput interface {
	pulumi.Input

	ToInferenceClusterSslOutput() InferenceClusterSslOutput
	ToInferenceClusterSslOutputWithContext(context.Context) InferenceClusterSslOutput
}

InferenceClusterSslInput is an input type that accepts InferenceClusterSslArgs and InferenceClusterSslOutput values. You can construct a concrete instance of `InferenceClusterSslInput` via: 

InferenceClusterSslArgs{...}

type InferenceClusterSslOutput added in v4.4.0 

type InferenceClusterSslOutput struct{ *pulumi.OutputState }

func (InferenceClusterSslOutput) Cert added in v4.4.0 

func (o InferenceClusterSslOutput) Cert() pulumi.StringPtrOutput

The certificate for the ssl configuration.Conflicts with `ssl.0.leaf_domain_label`,`ssl.0.overwrite_existing_domain`. Changing this forces a new Machine Learning Inference Cluster to be created.

func (InferenceClusterSslOutput) Cname added in v4.4.0 

func (o InferenceClusterSslOutput) Cname() pulumi.StringPtrOutput

The cname of the ssl configuration.Conflicts with `ssl.0.leaf_domain_label`,`ssl.0.overwrite_existing_domain`. Changing this forces a new Machine Learning Inference Cluster to be created.

func (InferenceClusterSslOutput) ElementType added in v4.4.0 

func (InferenceClusterSslOutput) ElementType() reflect.Type

func (InferenceClusterSslOutput) Key added in v4.4.0 

func (o InferenceClusterSslOutput) Key() pulumi.StringPtrOutput

The key content for the ssl configuration.Conflicts with `ssl.0.leaf_domain_label`,`ssl.0.overwrite_existing_domain`. Changing this forces a new Machine Learning Inference Cluster to be created.

func (InferenceClusterSslOutput) LeafDomainLabel added in v4.7.0 

func (o InferenceClusterSslOutput) LeafDomainLabel() pulumi.StringPtrOutput

The leaf domain label for the ssl configuration. Conflicts with `ssl.0.cert`,`ssl.0.key`,`ssl.0.cname`. Changing this forces a new Machine Learning Inference Cluster to be created.

func (InferenceClusterSslOutput) OverwriteExistingDomain added in v4.7.0 

func (o InferenceClusterSslOutput) OverwriteExistingDomain() pulumi.BoolPtrOutput

Whether or not to overwrite existing leaf domain. Conflicts with `ssl.0.cert`,`ssl.0.key`,`ssl.0.cname` Changing this forces a new Machine Learning Inference Cluster to be created.

func (InferenceClusterSslOutput) ToInferenceClusterSslOutput added in v4.4.0 

func (o InferenceClusterSslOutput) ToInferenceClusterSslOutput() InferenceClusterSslOutput

func (InferenceClusterSslOutput) ToInferenceClusterSslOutputWithContext added in v4.4.0 

func (o InferenceClusterSslOutput) ToInferenceClusterSslOutputWithContext(ctx context.Context) InferenceClusterSslOutput

func (InferenceClusterSslOutput) ToInferenceClusterSslPtrOutput added in v4.4.0 

func (o InferenceClusterSslOutput) ToInferenceClusterSslPtrOutput() InferenceClusterSslPtrOutput

func (InferenceClusterSslOutput) ToInferenceClusterSslPtrOutputWithContext added in v4.4.0 

func (o InferenceClusterSslOutput) ToInferenceClusterSslPtrOutputWithContext(ctx context.Context) InferenceClusterSslPtrOutput

type InferenceClusterSslPtrInput added in v4.4.0 

type InferenceClusterSslPtrInput interface {
	pulumi.Input

	ToInferenceClusterSslPtrOutput() InferenceClusterSslPtrOutput
	ToInferenceClusterSslPtrOutputWithContext(context.Context) InferenceClusterSslPtrOutput
}

InferenceClusterSslPtrInput is an input type that accepts InferenceClusterSslArgs, InferenceClusterSslPtr and InferenceClusterSslPtrOutput values. You can construct a concrete instance of `InferenceClusterSslPtrInput` via: 

        InferenceClusterSslArgs{...}

or:

        nil

func InferenceClusterSslPtr added in v4.4.0 

func InferenceClusterSslPtr(v *InferenceClusterSslArgs) InferenceClusterSslPtrInput

type InferenceClusterSslPtrOutput added in v4.4.0 

type InferenceClusterSslPtrOutput struct{ *pulumi.OutputState }

func (InferenceClusterSslPtrOutput) Cert added in v4.4.0 

func (o InferenceClusterSslPtrOutput) Cert() pulumi.StringPtrOutput

The certificate for the ssl configuration.Conflicts with `ssl.0.leaf_domain_label`,`ssl.0.overwrite_existing_domain`. Changing this forces a new Machine Learning Inference Cluster to be created.

func (InferenceClusterSslPtrOutput) Cname added in v4.4.0 

func (o InferenceClusterSslPtrOutput) Cname() pulumi.StringPtrOutput

The cname of the ssl configuration.Conflicts with `ssl.0.leaf_domain_label`,`ssl.0.overwrite_existing_domain`. Changing this forces a new Machine Learning Inference Cluster to be created.

func (InferenceClusterSslPtrOutput) Elem added in v4.4.0 

func (o InferenceClusterSslPtrOutput) Elem() InferenceClusterSslOutput

func (InferenceClusterSslPtrOutput) ElementType added in v4.4.0 

func (InferenceClusterSslPtrOutput) ElementType() reflect.Type

func (InferenceClusterSslPtrOutput) Key added in v4.4.0 

func (o InferenceClusterSslPtrOutput) Key() pulumi.StringPtrOutput

The key content for the ssl configuration.Conflicts with `ssl.0.leaf_domain_label`,`ssl.0.overwrite_existing_domain`. Changing this forces a new Machine Learning Inference Cluster to be created.

func (InferenceClusterSslPtrOutput) LeafDomainLabel added in v4.7.0 

func (o InferenceClusterSslPtrOutput) LeafDomainLabel() pulumi.StringPtrOutput

The leaf domain label for the ssl configuration. Conflicts with `ssl.0.cert`,`ssl.0.key`,`ssl.0.cname`. Changing this forces a new Machine Learning Inference Cluster to be created.

func (InferenceClusterSslPtrOutput) OverwriteExistingDomain added in v4.7.0 

func (o InferenceClusterSslPtrOutput) OverwriteExistingDomain() pulumi.BoolPtrOutput

Whether or not to overwrite existing leaf domain. Conflicts with `ssl.0.cert`,`ssl.0.key`,`ssl.0.cname` Changing this forces a new Machine Learning Inference Cluster to be created.

func (InferenceClusterSslPtrOutput) ToInferenceClusterSslPtrOutput added in v4.4.0 

func (o InferenceClusterSslPtrOutput) ToInferenceClusterSslPtrOutput() InferenceClusterSslPtrOutput

func (InferenceClusterSslPtrOutput) ToInferenceClusterSslPtrOutputWithContext added in v4.4.0 

func (o InferenceClusterSslPtrOutput) ToInferenceClusterSslPtrOutputWithContext(ctx context.Context) InferenceClusterSslPtrOutput

type InferenceClusterState added in v4.4.0 

type InferenceClusterState struct {
	// The purpose of the Inference Cluster. Options are `DevTest`, `DenseProd` and `FastProd`. If used for Development or Testing, use `DevTest` here. Default purpose is `FastProd`, which is recommended for production workloads. Changing this forces a new Machine Learning Inference Cluster to be created.
	ClusterPurpose pulumi.StringPtrInput
	// The description of the Machine Learning compute. Changing this forces a new Machine Learning Inference Cluster to be created.
	Description pulumi.StringPtrInput
	// The ID of the Kubernetes Cluster. Changing this forces a new Machine Learning Inference Cluster to be created.
	KubernetesClusterId pulumi.StringPtrInput
	// The Azure Region where the Machine Learning Inference Cluster should exist. Changing this forces a new Machine Learning Inference Cluster to be created.
	Location pulumi.StringPtrInput
	// The ID of the Machine Learning Workspace. Changing this forces a new Machine Learning Inference Cluster to be created.
	MachineLearningWorkspaceId pulumi.StringPtrInput
	// The name which should be used for this Machine Learning Inference Cluster. Changing this forces a new Machine Learning Inference Cluster to be created.
	Name pulumi.StringPtrInput
	// A `ssl` block as defined below. Changing this forces a new Machine Learning Inference Cluster to be created.
	Ssl InferenceClusterSslPtrInput
	// A mapping of tags which should be assigned to the Machine Learning Inference Cluster. Changing this forces a new Machine Learning Inference Cluster to be created.
	Tags pulumi.StringMapInput
}

func (InferenceClusterState) ElementType added in v4.4.0 

func (InferenceClusterState) ElementType() reflect.Type

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"`
	Identities []GetWorkspaceIdentity `pulumi:"identities"`
	// 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.

## Example Usage

```go package main

import ( 

"github.com/pulumi/pulumi-azure/sdk/v4/go/azure/machinelearning"
"github.com/pulumi/pulumi/sdk/v3/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"`
	// Flag to signal High Business Impact (HBI) data in the workspace and reduce diagnostic data collected by the service
	HighBusinessImpact pulumi.BoolPtrOutput `pulumi:"highBusinessImpact"`
	// 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`. 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/v4/go/azure/appinsights"
"github.com/pulumi/pulumi-azure/sdk/v4/go/azure/core"
"github.com/pulumi/pulumi-azure/sdk/v4/go/azure/keyvault"
"github.com/pulumi/pulumi-azure/sdk/v4/go/azure/machinelearning"
"github.com/pulumi/pulumi-azure/sdk/v4/go/azure/storage"
"github.com/pulumi/pulumi/sdk/v3/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
	})
}

```

## Import

Machine Learning Workspace can be imported using the `resource id`, e.g.

```sh 

$ pulumi import azure:machinelearning/workspace:Workspace example /subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/group1/providers/Microsoft.MachineLearningServices/workspaces/workspace1

```

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.

func (*Workspace) ElementType 

func (*Workspace) ElementType() reflect.Type

func (*Workspace) ToWorkspaceOutput 

func (i *Workspace) ToWorkspaceOutput() WorkspaceOutput

func (*Workspace) ToWorkspaceOutputWithContext 

func (i *Workspace) ToWorkspaceOutputWithContext(ctx context.Context) WorkspaceOutput

func (*Workspace) ToWorkspacePtrOutput 

func (i *Workspace) ToWorkspacePtrOutput() WorkspacePtrOutput

func (*Workspace) ToWorkspacePtrOutputWithContext 

func (i *Workspace) ToWorkspacePtrOutputWithContext(ctx context.Context) WorkspacePtrOutput

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
	// Flag to signal High Business Impact (HBI) data in the workspace and reduce diagnostic data collected by the service
	HighBusinessImpact pulumi.BoolPtrInput
	// 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`. 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 WorkspaceArray 

type WorkspaceArray []WorkspaceInput

func (WorkspaceArray) ElementType 

func (WorkspaceArray) ElementType() reflect.Type

func (WorkspaceArray) ToWorkspaceArrayOutput 

func (i WorkspaceArray) ToWorkspaceArrayOutput() WorkspaceArrayOutput

func (WorkspaceArray) ToWorkspaceArrayOutputWithContext 

func (i WorkspaceArray) ToWorkspaceArrayOutputWithContext(ctx context.Context) WorkspaceArrayOutput

type WorkspaceArrayInput 

type WorkspaceArrayInput interface {
	pulumi.Input

	ToWorkspaceArrayOutput() WorkspaceArrayOutput
	ToWorkspaceArrayOutputWithContext(context.Context) WorkspaceArrayOutput
}

WorkspaceArrayInput is an input type that accepts WorkspaceArray and WorkspaceArrayOutput values. You can construct a concrete instance of `WorkspaceArrayInput` via: 

WorkspaceArray{ WorkspaceArgs{...} }

type WorkspaceArrayOutput 

type WorkspaceArrayOutput struct{ *pulumi.OutputState }

func (WorkspaceArrayOutput) ElementType 

func (WorkspaceArrayOutput) ElementType() reflect.Type

func (WorkspaceArrayOutput) Index 

func (o WorkspaceArrayOutput) Index(i pulumi.IntInput) WorkspaceOutput

func (WorkspaceArrayOutput) ToWorkspaceArrayOutput 

func (o WorkspaceArrayOutput) ToWorkspaceArrayOutput() WorkspaceArrayOutput

func (WorkspaceArrayOutput) ToWorkspaceArrayOutputWithContext 

func (o WorkspaceArrayOutput) ToWorkspaceArrayOutputWithContext(ctx context.Context) WorkspaceArrayOutput

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 WorkspaceInput 

type WorkspaceInput interface {
	pulumi.Input

	ToWorkspaceOutput() WorkspaceOutput
	ToWorkspaceOutputWithContext(ctx context.Context) WorkspaceOutput
}

type WorkspaceMap 

type WorkspaceMap map[string]WorkspaceInput

func (WorkspaceMap) ElementType 

func (WorkspaceMap) ElementType() reflect.Type

func (WorkspaceMap) ToWorkspaceMapOutput 

func (i WorkspaceMap) ToWorkspaceMapOutput() WorkspaceMapOutput

func (WorkspaceMap) ToWorkspaceMapOutputWithContext 

func (i WorkspaceMap) ToWorkspaceMapOutputWithContext(ctx context.Context) WorkspaceMapOutput

type WorkspaceMapInput 

type WorkspaceMapInput interface {
	pulumi.Input

	ToWorkspaceMapOutput() WorkspaceMapOutput
	ToWorkspaceMapOutputWithContext(context.Context) WorkspaceMapOutput
}

WorkspaceMapInput is an input type that accepts WorkspaceMap and WorkspaceMapOutput values. You can construct a concrete instance of `WorkspaceMapInput` via: 

WorkspaceMap{ "key": WorkspaceArgs{...} }

type WorkspaceMapOutput 

type WorkspaceMapOutput struct{ *pulumi.OutputState }

func (WorkspaceMapOutput) ElementType 

func (WorkspaceMapOutput) ElementType() reflect.Type

func (WorkspaceMapOutput) MapIndex 

func (o WorkspaceMapOutput) MapIndex(k pulumi.StringInput) WorkspaceOutput

func (WorkspaceMapOutput) ToWorkspaceMapOutput 

func (o WorkspaceMapOutput) ToWorkspaceMapOutput() WorkspaceMapOutput

func (WorkspaceMapOutput) ToWorkspaceMapOutputWithContext 

func (o WorkspaceMapOutput) ToWorkspaceMapOutputWithContext(ctx context.Context) WorkspaceMapOutput

type WorkspaceOutput 

type WorkspaceOutput struct {
	*pulumi.OutputState
}

func (WorkspaceOutput) ElementType 

func (WorkspaceOutput) ElementType() reflect.Type

func (WorkspaceOutput) ToWorkspaceOutput 

func (o WorkspaceOutput) ToWorkspaceOutput() WorkspaceOutput

func (WorkspaceOutput) ToWorkspaceOutputWithContext 

func (o WorkspaceOutput) ToWorkspaceOutputWithContext(ctx context.Context) WorkspaceOutput

func (WorkspaceOutput) ToWorkspacePtrOutput 

func (o WorkspaceOutput) ToWorkspacePtrOutput() WorkspacePtrOutput

func (WorkspaceOutput) ToWorkspacePtrOutputWithContext 

func (o WorkspaceOutput) ToWorkspacePtrOutputWithContext(ctx context.Context) WorkspacePtrOutput

type WorkspacePtrInput 

type WorkspacePtrInput interface {
	pulumi.Input

	ToWorkspacePtrOutput() WorkspacePtrOutput
	ToWorkspacePtrOutputWithContext(ctx context.Context) WorkspacePtrOutput
}

type WorkspacePtrOutput 

type WorkspacePtrOutput struct {
	*pulumi.OutputState
}

func (WorkspacePtrOutput) ElementType 

func (WorkspacePtrOutput) ElementType() reflect.Type

func (WorkspacePtrOutput) ToWorkspacePtrOutput 

func (o WorkspacePtrOutput) ToWorkspacePtrOutput() WorkspacePtrOutput

func (WorkspacePtrOutput) ToWorkspacePtrOutputWithContext 

func (o WorkspacePtrOutput) ToWorkspacePtrOutputWithContext(ctx context.Context) WorkspacePtrOutput

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
	// Flag to signal High Business Impact (HBI) data in the workspace and reduce diagnostic data collected by the service
	HighBusinessImpact pulumi.BoolPtrInput
	// 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`. 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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