pulumi-azure-kotlin/com.pulumi.azure.machinelearning.kotlin/Workspace

Workspace

class Workspace : KotlinCustomResource

Example Usage

package generated_program;
import com.pulumi.Context;
import com.pulumi.Pulumi;
import com.pulumi.core.Output;
import com.pulumi.azure.core.CoreFunctions;
import com.pulumi.azure.core.ResourceGroup;
import com.pulumi.azure.core.ResourceGroupArgs;
import com.pulumi.azure.appinsights.Insights;
import com.pulumi.azure.appinsights.InsightsArgs;
import com.pulumi.azure.keyvault.KeyVault;
import com.pulumi.azure.keyvault.KeyVaultArgs;
import com.pulumi.azure.storage.Account;
import com.pulumi.azure.storage.AccountArgs;
import com.pulumi.azure.machinelearning.Workspace;
import com.pulumi.azure.machinelearning.WorkspaceArgs;
import com.pulumi.azure.machinelearning.inputs.WorkspaceIdentityArgs;
import java.util.List;
import java.util.ArrayList;
import java.util.Map;
import java.io.File;
import java.nio.file.Files;
import java.nio.file.Paths;
public class App {
    public static void main(String[] args) {
        Pulumi.run(App::stack);
    }
    public static void stack(Context ctx) {
        final var current = CoreFunctions.getClientConfig();
        var exampleResourceGroup = new ResourceGroup("exampleResourceGroup", ResourceGroupArgs.builder()
            .location("West Europe")
            .build());
        var exampleInsights = new Insights("exampleInsights", InsightsArgs.builder()
            .location(exampleResourceGroup.location())
            .resourceGroupName(exampleResourceGroup.name())
            .applicationType("web")
            .build());
        var exampleKeyVault = new KeyVault("exampleKeyVault", KeyVaultArgs.builder()
            .location(exampleResourceGroup.location())
            .resourceGroupName(exampleResourceGroup.name())
            .tenantId(current.applyValue(getClientConfigResult -> getClientConfigResult.tenantId()))
            .skuName("premium")
            .build());
        var exampleAccount = new Account("exampleAccount", AccountArgs.builder()
            .location(exampleResourceGroup.location())
            .resourceGroupName(exampleResourceGroup.name())
            .accountTier("Standard")
            .accountReplicationType("GRS")
            .build());
        var exampleWorkspace = new Workspace("exampleWorkspace", WorkspaceArgs.builder()
            .location(exampleResourceGroup.location())
            .resourceGroupName(exampleResourceGroup.name())
            .applicationInsightsId(exampleInsights.id())
            .keyVaultId(exampleKeyVault.id())
            .storageAccountId(exampleAccount.id())
            .identity(WorkspaceIdentityArgs.builder()
                .type("SystemAssigned")
                .build())
            .build());
    }
}
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With Data Encryption

NOTE: The Key Vault must enable purge protection.

package generated_program;
import com.pulumi.Context;
import com.pulumi.Pulumi;
import com.pulumi.core.Output;
import com.pulumi.azure.core.CoreFunctions;
import com.pulumi.azure.core.ResourceGroup;
import com.pulumi.azure.core.ResourceGroupArgs;
import com.pulumi.azure.appinsights.Insights;
import com.pulumi.azure.appinsights.InsightsArgs;
import com.pulumi.azure.keyvault.KeyVault;
import com.pulumi.azure.keyvault.KeyVaultArgs;
import com.pulumi.azure.keyvault.AccessPolicy;
import com.pulumi.azure.keyvault.AccessPolicyArgs;
import com.pulumi.azure.storage.Account;
import com.pulumi.azure.storage.AccountArgs;
import com.pulumi.azure.keyvault.Key;
import com.pulumi.azure.keyvault.KeyArgs;
import com.pulumi.azure.machinelearning.Workspace;
import com.pulumi.azure.machinelearning.WorkspaceArgs;
import com.pulumi.azure.machinelearning.inputs.WorkspaceIdentityArgs;
import com.pulumi.azure.machinelearning.inputs.WorkspaceEncryptionArgs;
import com.pulumi.resources.CustomResourceOptions;
import java.util.List;
import java.util.ArrayList;
import java.util.Map;
import java.io.File;
import java.nio.file.Files;
import java.nio.file.Paths;
public class App {
    public static void main(String[] args) {
        Pulumi.run(App::stack);
    }
    public static void stack(Context ctx) {
        final var current = CoreFunctions.getClientConfig();
        var exampleResourceGroup = new ResourceGroup("exampleResourceGroup", ResourceGroupArgs.builder()
            .location("West Europe")
            .build());
        var exampleInsights = new Insights("exampleInsights", InsightsArgs.builder()
            .location(exampleResourceGroup.location())
            .resourceGroupName(exampleResourceGroup.name())
            .applicationType("web")
            .build());
        var exampleKeyVault = new KeyVault("exampleKeyVault", KeyVaultArgs.builder()
            .location(exampleResourceGroup.location())
            .resourceGroupName(exampleResourceGroup.name())
            .tenantId(current.applyValue(getClientConfigResult -> getClientConfigResult.tenantId()))
            .skuName("premium")
            .purgeProtectionEnabled(true)
            .build());
        var exampleAccessPolicy = new AccessPolicy("exampleAccessPolicy", AccessPolicyArgs.builder()
            .keyVaultId(exampleKeyVault.id())
            .tenantId(current.applyValue(getClientConfigResult -> getClientConfigResult.tenantId()))
            .objectId(current.applyValue(getClientConfigResult -> getClientConfigResult.objectId()))
            .keyPermissions(
                "Create",
                "Get",
                "Delete",
                "Purge",
                "GetRotationPolicy")
            .build());
        var exampleAccount = new Account("exampleAccount", AccountArgs.builder()
            .location(exampleResourceGroup.location())
            .resourceGroupName(exampleResourceGroup.name())
            .accountTier("Standard")
            .accountReplicationType("GRS")
            .build());
        var exampleKey = new Key("exampleKey", KeyArgs.builder()
            .keyVaultId(exampleKeyVault.id())
            .keyType("RSA")
            .keySize(2048)
            .keyOpts(
                "decrypt",
                "encrypt",
                "sign",
                "unwrapKey",
                "verify",
                "wrapKey")
            .build(), CustomResourceOptions.builder()
                .dependsOn(
                    exampleKeyVault,
                    exampleAccessPolicy)
                .build());
        var exampleWorkspace = new Workspace("exampleWorkspace", WorkspaceArgs.builder()
            .location(exampleResourceGroup.location())
            .resourceGroupName(exampleResourceGroup.name())
            .applicationInsightsId(exampleInsights.id())
            .keyVaultId(exampleKeyVault.id())
            .storageAccountId(exampleAccount.id())
            .identity(WorkspaceIdentityArgs.builder()
                .type("SystemAssigned")
                .build())
            .encryption(WorkspaceEncryptionArgs.builder()
                .keyVaultId(exampleKeyVault.id())
                .keyId(exampleKey.id())
                .build())
            .build());
    }
}
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With User Assigned Identity And Data Encryption

NOTE: The Key Vault must enable purge protection.

package generated_program;
import com.pulumi.Context;
import com.pulumi.Pulumi;
import com.pulumi.core.Output;
import com.pulumi.azure.core.CoreFunctions;
import com.pulumi.azure.core.ResourceGroup;
import com.pulumi.azure.core.ResourceGroupArgs;
import com.pulumi.azure.appinsights.Insights;
import com.pulumi.azure.appinsights.InsightsArgs;
import com.pulumi.azure.storage.Account;
import com.pulumi.azure.storage.AccountArgs;
import com.pulumi.azure.keyvault.KeyVault;
import com.pulumi.azure.keyvault.KeyVaultArgs;
import com.pulumi.azure.authorization.UserAssignedIdentity;
import com.pulumi.azure.authorization.UserAssignedIdentityArgs;
import com.pulumi.azure.keyvault.AccessPolicy;
import com.pulumi.azure.keyvault.AccessPolicyArgs;
import com.pulumi.azuread.AzureadFunctions;
import com.pulumi.azuread.inputs.GetServicePrincipalArgs;
import com.pulumi.azure.keyvault.Key;
import com.pulumi.azure.keyvault.KeyArgs;
import com.pulumi.azure.authorization.Assignment;
import com.pulumi.azure.authorization.AssignmentArgs;
import com.pulumi.azure.machinelearning.Workspace;
import com.pulumi.azure.machinelearning.WorkspaceArgs;
import com.pulumi.azure.machinelearning.inputs.WorkspaceIdentityArgs;
import com.pulumi.azure.machinelearning.inputs.WorkspaceEncryptionArgs;
import com.pulumi.resources.CustomResourceOptions;
import java.util.List;
import java.util.ArrayList;
import java.util.Map;
import java.io.File;
import java.nio.file.Files;
import java.nio.file.Paths;
public class App {
    public static void main(String[] args) {
        Pulumi.run(App::stack);
    }
    public static void stack(Context ctx) {
        final var current = CoreFunctions.getClientConfig();
        var exampleResourceGroup = new ResourceGroup("exampleResourceGroup", ResourceGroupArgs.builder()
            .location("West Europe")
            .build());
        var exampleInsights = new Insights("exampleInsights", InsightsArgs.builder()
            .location(exampleResourceGroup.location())
            .resourceGroupName(exampleResourceGroup.name())
            .applicationType("web")
            .build());
        var exampleAccount = new Account("exampleAccount", AccountArgs.builder()
            .location(exampleResourceGroup.location())
            .resourceGroupName(exampleResourceGroup.name())
            .accountTier("Standard")
            .accountReplicationType("GRS")
            .build());
        var exampleKeyVault = new KeyVault("exampleKeyVault", KeyVaultArgs.builder()
            .location(exampleResourceGroup.location())
            .resourceGroupName(exampleResourceGroup.name())
            .tenantId(current.applyValue(getClientConfigResult -> getClientConfigResult.tenantId()))
            .skuName("premium")
            .purgeProtectionEnabled(true)
            .build());
        var exampleUserAssignedIdentity = new UserAssignedIdentity("exampleUserAssignedIdentity", UserAssignedIdentityArgs.builder()
            .location(exampleResourceGroup.location())
            .resourceGroupName(exampleResourceGroup.name())
            .build());
        var example_identity = new AccessPolicy("example-identity", AccessPolicyArgs.builder()
            .keyVaultId(exampleKeyVault.id())
            .tenantId(current.applyValue(getClientConfigResult -> getClientConfigResult.tenantId()))
            .objectId(exampleUserAssignedIdentity.principalId())
            .keyPermissions(
                "WrapKey",
                "UnwrapKey",
                "Get",
                "Recover")
            .secretPermissions(
                "Get",
                "List",
                "Set",
                "Delete",
                "Recover",
                "Backup",
                "Restore")
            .build());
        var example_sp = new AccessPolicy("example-sp", AccessPolicyArgs.builder()
            .keyVaultId(exampleKeyVault.id())
            .tenantId(current.applyValue(getClientConfigResult -> getClientConfigResult.tenantId()))
            .objectId(current.applyValue(getClientConfigResult -> getClientConfigResult.objectId()))
            .keyPermissions(
                "Get",
                "Create",
                "Recover",
                "Delete",
                "Purge",
                "GetRotationPolicy")
            .build());
        final var test = AzureadFunctions.getServicePrincipal(GetServicePrincipalArgs.builder()
            .displayName("Azure Cosmos DB")
            .build());
        var example_cosmosdb = new AccessPolicy("example-cosmosdb", AccessPolicyArgs.builder()
            .keyVaultId(exampleKeyVault.id())
            .tenantId(current.applyValue(getClientConfigResult -> getClientConfigResult.tenantId()))
            .objectId(test.applyValue(getServicePrincipalResult -> getServicePrincipalResult.objectId()))
            .keyPermissions(
                "Get",
                "Recover",
                "UnwrapKey",
                "WrapKey")
            .build(), CustomResourceOptions.builder()
                .dependsOn(
                    test.applyValue(getServicePrincipalResult -> getServicePrincipalResult),
                    current.applyValue(getClientConfigResult -> getClientConfigResult))
                .build());
        var exampleKey = new Key("exampleKey", KeyArgs.builder()
            .keyVaultId(exampleKeyVault.id())
            .keyType("RSA")
            .keySize(2048)
            .keyOpts(
                "decrypt",
                "encrypt",
                "sign",
                "unwrapKey",
                "verify",
                "wrapKey")
            .build(), CustomResourceOptions.builder()
                .dependsOn(
                    exampleKeyVault,
                    example_sp)
                .build());
        var example_role1 = new Assignment("example-role1", AssignmentArgs.builder()
            .scope(exampleKeyVault.id())
            .roleDefinitionName("Contributor")
            .principalId(exampleUserAssignedIdentity.principalId())
            .build());
        var example_role2 = new Assignment("example-role2", AssignmentArgs.builder()
            .scope(exampleAccount.id())
            .roleDefinitionName("Storage Blob Data Contributor")
            .principalId(exampleUserAssignedIdentity.principalId())
            .build());
        var example_role3 = new Assignment("example-role3", AssignmentArgs.builder()
            .scope(exampleAccount.id())
            .roleDefinitionName("Contributor")
            .principalId(exampleUserAssignedIdentity.principalId())
            .build());
        var example_role4 = new Assignment("example-role4", AssignmentArgs.builder()
            .scope(exampleInsights.id())
            .roleDefinitionName("Contributor")
            .principalId(exampleUserAssignedIdentity.principalId())
            .build());
        var exampleWorkspace = new Workspace("exampleWorkspace", WorkspaceArgs.builder()
            .location(exampleResourceGroup.location())
            .resourceGroupName(exampleResourceGroup.name())
            .applicationInsightsId(exampleInsights.id())
            .keyVaultId(exampleKeyVault.id())
            .storageAccountId(exampleAccount.id())
            .highBusinessImpact(true)
            .primaryUserAssignedIdentity(exampleUserAssignedIdentity.id())
            .identity(WorkspaceIdentityArgs.builder()
                .type("UserAssigned")
                .identityIds(exampleUserAssignedIdentity.id())
                .build())
            .encryption(WorkspaceEncryptionArgs.builder()
                .userAssignedIdentityId(exampleUserAssignedIdentity.id())
                .keyVaultId(exampleKeyVault.id())
                .keyId(exampleKey.id())
                .build())
            .build(), CustomResourceOptions.builder()
                .dependsOn(
                    example_role1,
                    example_role2,
                    example_role3,
                    example_role4,
                    example_cosmosdb)
                .build());
    }
}
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Import

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

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

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val applicationInsightsId: Output<String>

The ID of the Application Insights associated with this Machine Learning Workspace. Changing this forces a new resource to be created.

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val containerRegistryId: Output<String>?

The ID of the container registry associated with this Machine Learning Workspace. Changing this forces a new resource to be created.

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val description: Output<String>?

The description of this Machine Learning Workspace.

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val discoveryUrl: Output<String>

The url for the discovery service to identify regional endpoints for machine learning experimentation services.

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val encryption: Output<WorkspaceEncryption>?

An encryption block as defined below. Changing this forces a new resource to be created.

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val friendlyName: Output<String>?

Display name for this Machine Learning Workspace.

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val highBusinessImpact: Output<Boolean>?

Flag to signal High Business Impact (HBI) data in the workspace and reduce diagnostic data collected by the service

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val id: Output<String>
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val identity: Output<WorkspaceIdentity>

An identity block as defined below.

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val imageBuildComputeName: Output<String>?

The compute name for image build of the Machine Learning Workspace.

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val keyVaultId: Output<String>

The ID of key vault associated with this Machine Learning Workspace. Changing this forces a new resource to be created.

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val location: Output<String>

Specifies the supported Azure location where the Machine Learning Workspace should exist. Changing this forces a new resource to be created.

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val name: Output<String>

Specifies the name of the Machine Learning Workspace. Changing this forces a new resource to be created.

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val primaryUserAssignedIdentity: Output<String>?

The user assigned identity id that represents the workspace identity.

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val publicAccessBehindVirtualNetworkEnabled: Output<Boolean>?

Enable public access when this Machine Learning Workspace is behind a VNet. Changing this forces a new resource to be created.

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val publicNetworkAccessEnabled: Output<Boolean>

Enable public access when this Machine Learning Workspace is behind VNet.

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val pulumiChildResources: Set<KotlinResource>
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val resourceGroupName: Output<String>

Specifies the name of the Resource Group in which the Machine Learning Workspace should exist. Changing this forces a new resource to be created.

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val skuName: Output<String>?

SKU/edition of the Machine Learning Workspace, possible values are Basic. Defaults to Basic.

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val storageAccountId: Output<String>

The ID of the Storage Account associated with this Machine Learning Workspace. Changing this forces a new resource to be created.

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val tags: Output<Map<String, String>>?

A mapping of tags to assign to the resource.

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val urn: Output<String>
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val v1LegacyModeEnabled: Output<Boolean>?

Enable V1 API features, enabling v1_legacy_mode may prevent you from using features provided by the v2 API. Defaults to false.

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val workspaceId: Output<String>

The immutable id associated with this workspace.