Datastore
data class DatastoreDatalakeGen2Args(val authorityUrl: Output<String>? = null, val clientId: Output<String>? = null, val clientSecret: Output<String>? = null, val description: Output<String>? = null, val name: Output<String>? = null, val serviceDataIdentity: Output<String>? = null, val storageContainerId: Output<String>? = null, val tags: Output<Map<String, String>>? = null, val tenantId: Output<String>? = null, val workspaceId: Output<String>? = null) : ConvertibleToJava<DatastoreDatalakeGen2Args>
Manages a Machine Learning Data Lake Gen2 DataStore.
Example Usage
import * as pulumi from "@pulumi/pulumi";
import * as azure from "@pulumi/azure";
const current = azure.core.getClientConfig({});
const example = new azure.core.ResourceGroup("example", {
name: "example-resources",
location: "West Europe",
});
const exampleInsights = new azure.appinsights.Insights("example", {
name: "workspace-example-ai",
location: example.location,
resourceGroupName: example.name,
applicationType: "web",
});
const exampleKeyVault = new azure.keyvault.KeyVault("example", {
name: "workspaceexamplekeyvault",
location: example.location,
resourceGroupName: example.name,
tenantId: current.then(current => current.tenantId),
skuName: "premium",
});
const exampleAccount = new azure.storage.Account("example", {
name: "workspacestorageaccount",
location: example.location,
resourceGroupName: example.name,
accountTier: "Standard",
accountReplicationType: "GRS",
});
const exampleWorkspace = new azure.machinelearning.Workspace("example", {
name: "example-workspace",
location: example.location,
resourceGroupName: example.name,
applicationInsightsId: exampleInsights.id,
keyVaultId: exampleKeyVault.id,
storageAccountId: exampleAccount.id,
identity: {
type: "SystemAssigned",
},
});
const exampleContainer = new azure.storage.Container("example", {
name: "example-container",
storageAccountName: exampleAccount.name,
containerAccessType: "private",
});
const exampleDatastoreDatalakeGen2 = new azure.machinelearning.DatastoreDatalakeGen2("example", {
name: "example-datastore",
workspaceId: exampleWorkspace.id,
storageContainerId: exampleContainer.resourceManagerId,
});Content copied to clipboard
import pulumi
import pulumi_azure as azure
current = azure.core.get_client_config()
example = azure.core.ResourceGroup("example",
name="example-resources",
location="West Europe")
example_insights = azure.appinsights.Insights("example",
name="workspace-example-ai",
location=example.location,
resource_group_name=example.name,
application_type="web")
example_key_vault = azure.keyvault.KeyVault("example",
name="workspaceexamplekeyvault",
location=example.location,
resource_group_name=example.name,
tenant_id=current.tenant_id,
sku_name="premium")
example_account = azure.storage.Account("example",
name="workspacestorageaccount",
location=example.location,
resource_group_name=example.name,
account_tier="Standard",
account_replication_type="GRS")
example_workspace = azure.machinelearning.Workspace("example",
name="example-workspace",
location=example.location,
resource_group_name=example.name,
application_insights_id=example_insights.id,
key_vault_id=example_key_vault.id,
storage_account_id=example_account.id,
identity={
"type": "SystemAssigned",
})
example_container = azure.storage.Container("example",
name="example-container",
storage_account_name=example_account.name,
container_access_type="private")
example_datastore_datalake_gen2 = azure.machinelearning.DatastoreDatalakeGen2("example",
name="example-datastore",
workspace_id=example_workspace.id,
storage_container_id=example_container.resource_manager_id)Content copied to clipboard
using System.Collections.Generic;
using System.Linq;
using Pulumi;
using Azure = Pulumi.Azure;
return await Deployment.RunAsync(() =>
{
var current = Azure.Core.GetClientConfig.Invoke();
var example = new Azure.Core.ResourceGroup("example", new()
{
Name = "example-resources",
Location = "West Europe",
});
var exampleInsights = new Azure.AppInsights.Insights("example", new()
{
Name = "workspace-example-ai",
Location = example.Location,
ResourceGroupName = example.Name,
ApplicationType = "web",
});
var exampleKeyVault = new Azure.KeyVault.KeyVault("example", new()
{
Name = "workspaceexamplekeyvault",
Location = example.Location,
ResourceGroupName = example.Name,
TenantId = current.Apply(getClientConfigResult => getClientConfigResult.TenantId),
SkuName = "premium",
});
var exampleAccount = new Azure.Storage.Account("example", new()
{
Name = "workspacestorageaccount",
Location = example.Location,
ResourceGroupName = example.Name,
AccountTier = "Standard",
AccountReplicationType = "GRS",
});
var exampleWorkspace = new Azure.MachineLearning.Workspace("example", new()
{
Name = "example-workspace",
Location = example.Location,
ResourceGroupName = example.Name,
ApplicationInsightsId = exampleInsights.Id,
KeyVaultId = exampleKeyVault.Id,
StorageAccountId = exampleAccount.Id,
Identity = new Azure.MachineLearning.Inputs.WorkspaceIdentityArgs
{
Type = "SystemAssigned",
},
});
var exampleContainer = new Azure.Storage.Container("example", new()
{
Name = "example-container",
StorageAccountName = exampleAccount.Name,
ContainerAccessType = "private",
});
var exampleDatastoreDatalakeGen2 = new Azure.MachineLearning.DatastoreDatalakeGen2("example", new()
{
Name = "example-datastore",
WorkspaceId = exampleWorkspace.Id,
StorageContainerId = exampleContainer.ResourceManagerId,
});
});Content copied to clipboard
package main
import (
"github.com/pulumi/pulumi-azure/sdk/v6/go/azure/appinsights"
"github.com/pulumi/pulumi-azure/sdk/v6/go/azure/core"
"github.com/pulumi/pulumi-azure/sdk/v6/go/azure/keyvault"
"github.com/pulumi/pulumi-azure/sdk/v6/go/azure/machinelearning"
"github.com/pulumi/pulumi-azure/sdk/v6/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, map[string]interface{}{}, nil)
if err != nil {
return err
}
example, err := core.NewResourceGroup(ctx, "example", &core.ResourceGroupArgs{
Name: pulumi.String("example-resources"),
Location: pulumi.String("West Europe"),
})
if err != nil {
return err
}
exampleInsights, err := appinsights.NewInsights(ctx, "example", &appinsights.InsightsArgs{
Name: pulumi.String("workspace-example-ai"),
Location: example.Location,
ResourceGroupName: example.Name,
ApplicationType: pulumi.String("web"),
})
if err != nil {
return err
}
exampleKeyVault, err := keyvault.NewKeyVault(ctx, "example", &keyvault.KeyVaultArgs{
Name: pulumi.String("workspaceexamplekeyvault"),
Location: example.Location,
ResourceGroupName: example.Name,
TenantId: pulumi.String(current.TenantId),
SkuName: pulumi.String("premium"),
})
if err != nil {
return err
}
exampleAccount, err := storage.NewAccount(ctx, "example", &storage.AccountArgs{
Name: pulumi.String("workspacestorageaccount"),
Location: example.Location,
ResourceGroupName: example.Name,
AccountTier: pulumi.String("Standard"),
AccountReplicationType: pulumi.String("GRS"),
})
if err != nil {
return err
}
exampleWorkspace, err := machinelearning.NewWorkspace(ctx, "example", &machinelearning.WorkspaceArgs{
Name: pulumi.String("example-workspace"),
Location: example.Location,
ResourceGroupName: example.Name,
ApplicationInsightsId: exampleInsights.ID(),
KeyVaultId: exampleKeyVault.ID(),
StorageAccountId: exampleAccount.ID(),
Identity: &machinelearning.WorkspaceIdentityArgs{
Type: pulumi.String("SystemAssigned"),
},
})
if err != nil {
return err
}
exampleContainer, err := storage.NewContainer(ctx, "example", &storage.ContainerArgs{
Name: pulumi.String("example-container"),
StorageAccountName: exampleAccount.Name,
ContainerAccessType: pulumi.String("private"),
})
if err != nil {
return err
}
_, err = machinelearning.NewDatastoreDatalakeGen2(ctx, "example", &machinelearning.DatastoreDatalakeGen2Args{
Name: pulumi.String("example-datastore"),
WorkspaceId: exampleWorkspace.ID(),
StorageContainerId: exampleContainer.ResourceManagerId,
})
if err != nil {
return err
}
return nil
})
}Content copied to clipboard
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 com.pulumi.azure.storage.Container;
import com.pulumi.azure.storage.ContainerArgs;
import com.pulumi.azure.machinelearning.DatastoreDatalakeGen2;
import com.pulumi.azure.machinelearning.DatastoreDatalakeGen2Args;
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 example = new ResourceGroup("example", ResourceGroupArgs.builder()
.name("example-resources")
.location("West Europe")
.build());
var exampleInsights = new Insights("exampleInsights", InsightsArgs.builder()
.name("workspace-example-ai")
.location(example.location())
.resourceGroupName(example.name())
.applicationType("web")
.build());
var exampleKeyVault = new KeyVault("exampleKeyVault", KeyVaultArgs.builder()
.name("workspaceexamplekeyvault")
.location(example.location())
.resourceGroupName(example.name())
.tenantId(current.applyValue(getClientConfigResult -> getClientConfigResult.tenantId()))
.skuName("premium")
.build());
var exampleAccount = new Account("exampleAccount", AccountArgs.builder()
.name("workspacestorageaccount")
.location(example.location())
.resourceGroupName(example.name())
.accountTier("Standard")
.accountReplicationType("GRS")
.build());
var exampleWorkspace = new Workspace("exampleWorkspace", WorkspaceArgs.builder()
.name("example-workspace")
.location(example.location())
.resourceGroupName(example.name())
.applicationInsightsId(exampleInsights.id())
.keyVaultId(exampleKeyVault.id())
.storageAccountId(exampleAccount.id())
.identity(WorkspaceIdentityArgs.builder()
.type("SystemAssigned")
.build())
.build());
var exampleContainer = new Container("exampleContainer", ContainerArgs.builder()
.name("example-container")
.storageAccountName(exampleAccount.name())
.containerAccessType("private")
.build());
var exampleDatastoreDatalakeGen2 = new DatastoreDatalakeGen2("exampleDatastoreDatalakeGen2", DatastoreDatalakeGen2Args.builder()
.name("example-datastore")
.workspaceId(exampleWorkspace.id())
.storageContainerId(exampleContainer.resourceManagerId())
.build());
}
}Content copied to clipboard
resources:
example:
type: azure:core:ResourceGroup
properties:
name: example-resources
location: West Europe
exampleInsights:
type: azure:appinsights:Insights
name: example
properties:
name: workspace-example-ai
location: ${example.location}
resourceGroupName: ${example.name}
applicationType: web
exampleKeyVault:
type: azure:keyvault:KeyVault
name: example
properties:
name: workspaceexamplekeyvault
location: ${example.location}
resourceGroupName: ${example.name}
tenantId: ${current.tenantId}
skuName: premium
exampleAccount:
type: azure:storage:Account
name: example
properties:
name: workspacestorageaccount
location: ${example.location}
resourceGroupName: ${example.name}
accountTier: Standard
accountReplicationType: GRS
exampleWorkspace:
type: azure:machinelearning:Workspace
name: example
properties:
name: example-workspace
location: ${example.location}
resourceGroupName: ${example.name}
applicationInsightsId: ${exampleInsights.id}
keyVaultId: ${exampleKeyVault.id}
storageAccountId: ${exampleAccount.id}
identity:
type: SystemAssigned
exampleContainer:
type: azure:storage:Container
name: example
properties:
name: example-container
storageAccountName: ${exampleAccount.name}
containerAccessType: private
exampleDatastoreDatalakeGen2:
type: azure:machinelearning:DatastoreDatalakeGen2
name: example
properties:
name: example-datastore
workspaceId: ${exampleWorkspace.id}
storageContainerId: ${exampleContainer.resourceManagerId}
variables:
current:
fn::invoke:
function: azure:core:getClientConfig
arguments: {}Content copied to clipboard
Import
Machine Learning DataStores can be imported using the resource id, e.g.
$ pulumi import azure:machinelearning/datastoreDatalakeGen2:DatastoreDatalakeGen2 example /subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/group1/providers/Microsoft.MachineLearningServices/workspaces/mlw1/dataStores/datastore1Content copied to clipboard
Constructors
Link copied to clipboard
constructor(authorityUrl: Output<String>? = null, clientId: Output<String>? = null, clientSecret: Output<String>? = null, description: Output<String>? = null, name: Output<String>? = null, serviceDataIdentity: Output<String>? = null, storageContainerId: Output<String>? = null, tags: Output<Map<String, String>>? = null, tenantId: Output<String>? = null, workspaceId: Output<String>? = null)
Properties
Link copied to clipboard
An URL used for authentication.
Link copied to clipboard
The secret of the Service Principal.
Link copied to clipboard
Text used to describe the asset. Changing this forces a new Machine Learning DataStore to be created.
Link copied to clipboard
Specifies which identity to use when retrieving data from the specified source. Defaults to None. Possible values are None, WorkspaceSystemAssignedIdentity and WorkspaceUserAssignedIdentity.
Link copied to clipboard
The ID of the Storage Account Container. Changing this forces a new Machine Learning DataStore to be created.
Link copied to clipboard
The ID of the Machine Learning Workspace. Changing this forces a new Machine Learning DataStore to be created.