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

DatastoreBlobstorage

class DatastoreBlobstorage : KotlinCustomResource

Manages a Machine Learning Blob Storage DataStore.

Example Usage

With Azure Blob

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 exampleDatastoreBlobstorage = new azure.machinelearning.DatastoreBlobstorage("example", {
    name: "example-datastore",
    workspaceId: exampleWorkspace.id,
    storageContainerId: exampleContainer.resourceManagerId,
    accountKey: exampleAccount.primaryAccessKey,
});
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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_blobstorage = azure.machinelearning.DatastoreBlobstorage("example",
    name="example-datastore",
    workspace_id=example_workspace.id,
    storage_container_id=example_container.resource_manager_id,
    account_key=example_account.primary_access_key)
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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 exampleDatastoreBlobstorage = new Azure.MachineLearning.DatastoreBlobstorage("example", new()
    {
        Name = "example-datastore",
        WorkspaceId = exampleWorkspace.Id,
        StorageContainerId = exampleContainer.ResourceManagerId,
        AccountKey = exampleAccount.PrimaryAccessKey,
    });
});
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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.NewDatastoreBlobstorage(ctx, "example", &machinelearning.DatastoreBlobstorageArgs{
			Name:               pulumi.String("example-datastore"),
			WorkspaceId:        exampleWorkspace.ID(),
			StorageContainerId: exampleContainer.ResourceManagerId,
			AccountKey:         exampleAccount.PrimaryAccessKey,
		})
		if err != nil {
			return err
		}
		return nil
	})
}
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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.DatastoreBlobstorage;
import com.pulumi.azure.machinelearning.DatastoreBlobstorageArgs;
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 exampleDatastoreBlobstorage = new DatastoreBlobstorage("exampleDatastoreBlobstorage", DatastoreBlobstorageArgs.builder()
            .name("example-datastore")
            .workspaceId(exampleWorkspace.id())
            .storageContainerId(exampleContainer.resourceManagerId())
            .accountKey(exampleAccount.primaryAccessKey())
            .build());
    }
}
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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
  exampleDatastoreBlobstorage:
    type: azure:machinelearning:DatastoreBlobstorage
    name: example
    properties:
      name: example-datastore
      workspaceId: ${exampleWorkspace.id}
      storageContainerId: ${exampleContainer.resourceManagerId}
      accountKey: ${exampleAccount.primaryAccessKey}
variables:
  current:
    fn::invoke:
      function: azure:core:getClientConfig
      arguments: {}
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Import

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

$ pulumi import azure:machinelearning/datastoreBlobstorage:DatastoreBlobstorage example /subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/group1/providers/Microsoft.MachineLearningServices/workspaces/mlw1/dataStores/datastore1
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Properties

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val accountKey: Output<String>?

The access key of the Storage Account. Conflicts with shared_access_signature.

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val description: Output<String>?

Text used to describe the asset. Changing this forces a new Machine Learning DataStore to be created.

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val id: Output<String>
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val isDefault: Output<Boolean>?

Specifies whether this Machines Learning DataStore is the default for the Workspace. Defaults to false.

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val name: Output<String>

The name of the Machine Learning DataStore. Changing this forces a new Machine Learning DataStore to be created.

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val pulumiChildResources: Set<KotlinResource>
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val serviceDataAuthIdentity: Output<String>?

Specifies which identity to use when retrieving data from the specified source. Defaults to None. Possible values are None, WorkspaceSystemAssignedIdentity and WorkspaceUserAssignedIdentity.

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val sharedAccessSignature: Output<String>?

The Shared Access Signature of the Storage Account. Conflicts with account_key.

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val storageContainerId: Output<String>

The ID of the Storage Account Container. Changing this forces a new Machine Learning DataStore to be created.

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

A mapping of tags which should be assigned to the Machine Learning DataStore. Changing this forces a new Machine Learning DataStore to be created.

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val urn: Output<String>
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val workspaceId: Output<String>

The ID of the Machine Learning Workspace. Changing this forces a new Machine Learning DataStore to be created.