Datastore
data class DatastoreBlobstorageArgs(val accountKey: Output<String>? = null, val description: Output<String>? = null, val isDefault: Output<Boolean>? = null, val name: Output<String>? = null, val serviceDataAuthIdentity: Output<String>? = null, val sharedAccessSignature: Output<String>? = null, val storageContainerId: Output<String>? = null, val tags: Output<Map<String, String>>? = null, val workspaceId: Output<String>? = null) : ConvertibleToJava<DatastoreBlobstorageArgs>
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,
});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_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)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 exampleDatastoreBlobstorage = new Azure.MachineLearning.DatastoreBlobstorage("example", new()
{
Name = "example-datastore",
WorkspaceId = exampleWorkspace.Id,
StorageContainerId = exampleContainer.ResourceManagerId,
AccountKey = exampleAccount.PrimaryAccessKey,
});
});Content copied to clipboard
package main
import (
"github.com/pulumi/pulumi-azure/sdk/v5/go/azure/appinsights"
"github.com/pulumi/pulumi-azure/sdk/v5/go/azure/core"
"github.com/pulumi/pulumi-azure/sdk/v5/go/azure/keyvault"
"github.com/pulumi/pulumi-azure/sdk/v5/go/azure/machinelearning"
"github.com/pulumi/pulumi-azure/sdk/v5/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
}
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
})
}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.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());
}
}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
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: {}Content copied to clipboard
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/datastore1Content copied to clipboard
Constructors
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constructor(accountKey: Output<String>? = null, description: Output<String>? = null, isDefault: Output<Boolean>? = null, name: Output<String>? = null, serviceDataAuthIdentity: Output<String>? = null, sharedAccessSignature: Output<String>? = null, storageContainerId: Output<String>? = null, tags: Output<Map<String, String>>? = null, workspaceId: Output<String>? = null)
Properties
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The access key of the Storage Account. Conflicts with shared_access_signature.
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Text used to describe the asset. Changing this forces a new Machine Learning DataStore to be created.
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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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The Shared Access Signature of the Storage Account. Conflicts with account_key.
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The ID of the Storage Account Container. Changing this forces a new Machine Learning DataStore to be created.
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The ID of the Machine Learning Workspace. Changing this forces a new Machine Learning DataStore to be created.