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We recommend using Azure Native.

Azure v6.22.0 published on Tuesday, Apr 1, 2025 by Pulumi
pulumi/pulumi-azure

azure.machinelearning.DatastoreBlobstorage

Explore with Pulumi AI

We recommend using Azure Native.

Azure v6.22.0 published on Tuesday, Apr 1, 2025 by Pulumi
pulumi/pulumi-azure

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)
Copy
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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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 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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Create DatastoreBlobstorage Resource

Resources are created with functions called constructors. To learn more about declaring and configuring resources, see Resources.

Constructor syntax

new DatastoreBlobstorage(name: string, args: DatastoreBlobstorageArgs, opts?: CustomResourceOptions);
@overload
def DatastoreBlobstorage(resource_name: str,
                         args: DatastoreBlobstorageArgs,
                         opts: Optional[ResourceOptions] = None)

@overload
def DatastoreBlobstorage(resource_name: str,
                         opts: Optional[ResourceOptions] = None,
                         storage_container_id: Optional[str] = None,
                         workspace_id: Optional[str] = None,
                         account_key: Optional[str] = None,
                         description: Optional[str] = None,
                         is_default: Optional[bool] = None,
                         name: Optional[str] = None,
                         service_data_auth_identity: Optional[str] = None,
                         shared_access_signature: Optional[str] = None,
                         tags: Optional[Mapping[str, str]] = None)
func NewDatastoreBlobstorage(ctx *Context, name string, args DatastoreBlobstorageArgs, opts ...ResourceOption) (*DatastoreBlobstorage, error)
public DatastoreBlobstorage(string name, DatastoreBlobstorageArgs args, CustomResourceOptions? opts = null)
public DatastoreBlobstorage(String name, DatastoreBlobstorageArgs args)
public DatastoreBlobstorage(String name, DatastoreBlobstorageArgs args, CustomResourceOptions options)

type: azure:machinelearning:DatastoreBlobstorage
properties: # The arguments to resource properties.
options: # Bag of options to control resource's behavior.

Parameters

name This property is required. string
The unique name of the resource.
args This property is required. DatastoreBlobstorageArgs
The arguments to resource properties.
opts CustomResourceOptions
Bag of options to control resource's behavior.
resource_name This property is required. str
The unique name of the resource.
args This property is required. DatastoreBlobstorageArgs
The arguments to resource properties.
opts ResourceOptions
Bag of options to control resource's behavior.
ctx Context
Context object for the current deployment.
name This property is required. string
The unique name of the resource.
args This property is required. DatastoreBlobstorageArgs
The arguments to resource properties.
opts ResourceOption
Bag of options to control resource's behavior.
name This property is required. string
The unique name of the resource.
args This property is required. DatastoreBlobstorageArgs
The arguments to resource properties.
opts CustomResourceOptions
Bag of options to control resource's behavior.
name This property is required. String
The unique name of the resource.
args This property is required. DatastoreBlobstorageArgs
The arguments to resource properties.
options CustomResourceOptions
Bag of options to control resource's behavior.

Constructor example

The following reference example uses placeholder values for all input properties.

var datastoreBlobstorageResource = new Azure.MachineLearning.DatastoreBlobstorage("datastoreBlobstorageResource", new()
{
    StorageContainerId = "string",
    WorkspaceId = "string",
    AccountKey = "string",
    Description = "string",
    IsDefault = false,
    Name = "string",
    ServiceDataAuthIdentity = "string",
    SharedAccessSignature = "string",
    Tags = 
    {
        { "string", "string" },
    },
});
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example, err := machinelearning.NewDatastoreBlobstorage(ctx, "datastoreBlobstorageResource", &machinelearning.DatastoreBlobstorageArgs{
	StorageContainerId:      pulumi.String("string"),
	WorkspaceId:             pulumi.String("string"),
	AccountKey:              pulumi.String("string"),
	Description:             pulumi.String("string"),
	IsDefault:               pulumi.Bool(false),
	Name:                    pulumi.String("string"),
	ServiceDataAuthIdentity: pulumi.String("string"),
	SharedAccessSignature:   pulumi.String("string"),
	Tags: pulumi.StringMap{
		"string": pulumi.String("string"),
	},
})
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var datastoreBlobstorageResource = new DatastoreBlobstorage("datastoreBlobstorageResource", DatastoreBlobstorageArgs.builder()
    .storageContainerId("string")
    .workspaceId("string")
    .accountKey("string")
    .description("string")
    .isDefault(false)
    .name("string")
    .serviceDataAuthIdentity("string")
    .sharedAccessSignature("string")
    .tags(Map.of("string", "string"))
    .build());
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datastore_blobstorage_resource = azure.machinelearning.DatastoreBlobstorage("datastoreBlobstorageResource",
    storage_container_id="string",
    workspace_id="string",
    account_key="string",
    description="string",
    is_default=False,
    name="string",
    service_data_auth_identity="string",
    shared_access_signature="string",
    tags={
        "string": "string",
    })
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const datastoreBlobstorageResource = new azure.machinelearning.DatastoreBlobstorage("datastoreBlobstorageResource", {
    storageContainerId: "string",
    workspaceId: "string",
    accountKey: "string",
    description: "string",
    isDefault: false,
    name: "string",
    serviceDataAuthIdentity: "string",
    sharedAccessSignature: "string",
    tags: {
        string: "string",
    },
});
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type: azure:machinelearning:DatastoreBlobstorage
properties:
    accountKey: string
    description: string
    isDefault: false
    name: string
    serviceDataAuthIdentity: string
    sharedAccessSignature: string
    storageContainerId: string
    tags:
        string: string
    workspaceId: string
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DatastoreBlobstorage Resource Properties

To learn more about resource properties and how to use them, see Inputs and Outputs in the Architecture and Concepts docs.

Inputs

In Python, inputs that are objects can be passed either as argument classes or as dictionary literals.

The DatastoreBlobstorage resource accepts the following input properties:

StorageContainerId
This property is required.
Changes to this property will trigger replacement.
string
The ID of the Storage Account Container. Changing this forces a new Machine Learning DataStore to be created.
WorkspaceId
This property is required.
Changes to this property will trigger replacement.
string
The ID of the Machine Learning Workspace. Changing this forces a new Machine Learning DataStore to be created.
AccountKey string
The access key of the Storage Account. Conflicts with shared_access_signature.
Description Changes to this property will trigger replacement. string
Text used to describe the asset. Changing this forces a new Machine Learning DataStore to be created.
IsDefault bool

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

Note: is_default can only be set to true on update.

Name Changes to this property will trigger replacement. string
The name of the Machine Learning DataStore. Changing this forces a new Machine Learning DataStore to be created.
ServiceDataAuthIdentity string
Specifies which identity to use when retrieving data from the specified source. Defaults to None. Possible values are None, WorkspaceSystemAssignedIdentity and WorkspaceUserAssignedIdentity.
SharedAccessSignature string

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

Note: One of account_key or shared_access_signature must be specified.

Tags Changes to this property will trigger replacement. Dictionary<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.
StorageContainerId
This property is required.
Changes to this property will trigger replacement.
string
The ID of the Storage Account Container. Changing this forces a new Machine Learning DataStore to be created.
WorkspaceId
This property is required.
Changes to this property will trigger replacement.
string
The ID of the Machine Learning Workspace. Changing this forces a new Machine Learning DataStore to be created.
AccountKey string
The access key of the Storage Account. Conflicts with shared_access_signature.
Description Changes to this property will trigger replacement. string
Text used to describe the asset. Changing this forces a new Machine Learning DataStore to be created.
IsDefault bool

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

Note: is_default can only be set to true on update.

Name Changes to this property will trigger replacement. string
The name of the Machine Learning DataStore. Changing this forces a new Machine Learning DataStore to be created.
ServiceDataAuthIdentity string
Specifies which identity to use when retrieving data from the specified source. Defaults to None. Possible values are None, WorkspaceSystemAssignedIdentity and WorkspaceUserAssignedIdentity.
SharedAccessSignature string

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

Note: One of account_key or shared_access_signature must be specified.

Tags Changes to this property will trigger replacement. 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.
storageContainerId
This property is required.
Changes to this property will trigger replacement.
String
The ID of the Storage Account Container. Changing this forces a new Machine Learning DataStore to be created.
workspaceId
This property is required.
Changes to this property will trigger replacement.
String
The ID of the Machine Learning Workspace. Changing this forces a new Machine Learning DataStore to be created.
accountKey String
The access key of the Storage Account. Conflicts with shared_access_signature.
description Changes to this property will trigger replacement. String
Text used to describe the asset. Changing this forces a new Machine Learning DataStore to be created.
isDefault Boolean

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

Note: is_default can only be set to true on update.

name Changes to this property will trigger replacement. String
The name of the Machine Learning DataStore. Changing this forces a new Machine Learning DataStore to be created.
serviceDataAuthIdentity String
Specifies which identity to use when retrieving data from the specified source. Defaults to None. Possible values are None, WorkspaceSystemAssignedIdentity and WorkspaceUserAssignedIdentity.
sharedAccessSignature String

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

Note: One of account_key or shared_access_signature must be specified.

tags Changes to this property will trigger replacement. 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.
storageContainerId
This property is required.
Changes to this property will trigger replacement.
string
The ID of the Storage Account Container. Changing this forces a new Machine Learning DataStore to be created.
workspaceId
This property is required.
Changes to this property will trigger replacement.
string
The ID of the Machine Learning Workspace. Changing this forces a new Machine Learning DataStore to be created.
accountKey string
The access key of the Storage Account. Conflicts with shared_access_signature.
description Changes to this property will trigger replacement. string
Text used to describe the asset. Changing this forces a new Machine Learning DataStore to be created.
isDefault boolean

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

Note: is_default can only be set to true on update.

name Changes to this property will trigger replacement. string
The name of the Machine Learning DataStore. Changing this forces a new Machine Learning DataStore to be created.
serviceDataAuthIdentity string
Specifies which identity to use when retrieving data from the specified source. Defaults to None. Possible values are None, WorkspaceSystemAssignedIdentity and WorkspaceUserAssignedIdentity.
sharedAccessSignature string

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

Note: One of account_key or shared_access_signature must be specified.

tags Changes to this property will trigger replacement. {[key: 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.
storage_container_id
This property is required.
Changes to this property will trigger replacement.
str
The ID of the Storage Account Container. Changing this forces a new Machine Learning DataStore to be created.
workspace_id
This property is required.
Changes to this property will trigger replacement.
str
The ID of the Machine Learning Workspace. Changing this forces a new Machine Learning DataStore to be created.
account_key str
The access key of the Storage Account. Conflicts with shared_access_signature.
description Changes to this property will trigger replacement. str
Text used to describe the asset. Changing this forces a new Machine Learning DataStore to be created.
is_default bool

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

Note: is_default can only be set to true on update.

name Changes to this property will trigger replacement. str
The name of the Machine Learning DataStore. Changing this forces a new Machine Learning DataStore to be created.
service_data_auth_identity str
Specifies which identity to use when retrieving data from the specified source. Defaults to None. Possible values are None, WorkspaceSystemAssignedIdentity and WorkspaceUserAssignedIdentity.
shared_access_signature str

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

Note: One of account_key or shared_access_signature must be specified.

tags Changes to this property will trigger replacement. Mapping[str, str]
A mapping of tags which should be assigned to the Machine Learning DataStore. Changing this forces a new Machine Learning DataStore to be created.
storageContainerId
This property is required.
Changes to this property will trigger replacement.
String
The ID of the Storage Account Container. Changing this forces a new Machine Learning DataStore to be created.
workspaceId
This property is required.
Changes to this property will trigger replacement.
String
The ID of the Machine Learning Workspace. Changing this forces a new Machine Learning DataStore to be created.
accountKey String
The access key of the Storage Account. Conflicts with shared_access_signature.
description Changes to this property will trigger replacement. String
Text used to describe the asset. Changing this forces a new Machine Learning DataStore to be created.
isDefault Boolean

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

Note: is_default can only be set to true on update.

name Changes to this property will trigger replacement. String
The name of the Machine Learning DataStore. Changing this forces a new Machine Learning DataStore to be created.
serviceDataAuthIdentity String
Specifies which identity to use when retrieving data from the specified source. Defaults to None. Possible values are None, WorkspaceSystemAssignedIdentity and WorkspaceUserAssignedIdentity.
sharedAccessSignature String

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

Note: One of account_key or shared_access_signature must be specified.

tags Changes to this property will trigger replacement. Map<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.

Outputs

All input properties are implicitly available as output properties. Additionally, the DatastoreBlobstorage resource produces the following output properties:

Id string
The provider-assigned unique ID for this managed resource.
Id string
The provider-assigned unique ID for this managed resource.
id String
The provider-assigned unique ID for this managed resource.
id string
The provider-assigned unique ID for this managed resource.
id str
The provider-assigned unique ID for this managed resource.
id String
The provider-assigned unique ID for this managed resource.

Look up Existing DatastoreBlobstorage Resource

Get an existing DatastoreBlobstorage resource’s state with the given name, ID, and optional extra properties used to qualify the lookup.

public static get(name: string, id: Input<ID>, state?: DatastoreBlobstorageState, opts?: CustomResourceOptions): DatastoreBlobstorage
@staticmethod
def get(resource_name: str,
        id: str,
        opts: Optional[ResourceOptions] = None,
        account_key: Optional[str] = None,
        description: Optional[str] = None,
        is_default: Optional[bool] = None,
        name: Optional[str] = None,
        service_data_auth_identity: Optional[str] = None,
        shared_access_signature: Optional[str] = None,
        storage_container_id: Optional[str] = None,
        tags: Optional[Mapping[str, str]] = None,
        workspace_id: Optional[str] = None) -> DatastoreBlobstorage
func GetDatastoreBlobstorage(ctx *Context, name string, id IDInput, state *DatastoreBlobstorageState, opts ...ResourceOption) (*DatastoreBlobstorage, error)
public static DatastoreBlobstorage Get(string name, Input<string> id, DatastoreBlobstorageState? state, CustomResourceOptions? opts = null)
public static DatastoreBlobstorage get(String name, Output<String> id, DatastoreBlobstorageState state, CustomResourceOptions options)
resources:  _:    type: azure:machinelearning:DatastoreBlobstorage    get:      id: ${id}
name This property is required.
The unique name of the resulting resource.
id This property is required.
The unique provider ID of the resource to lookup.
state
Any extra arguments used during the lookup.
opts
A bag of options that control this resource's behavior.
resource_name This property is required.
The unique name of the resulting resource.
id This property is required.
The unique provider ID of the resource to lookup.
name This property is required.
The unique name of the resulting resource.
id This property is required.
The unique provider ID of the resource to lookup.
state
Any extra arguments used during the lookup.
opts
A bag of options that control this resource's behavior.
name This property is required.
The unique name of the resulting resource.
id This property is required.
The unique provider ID of the resource to lookup.
state
Any extra arguments used during the lookup.
opts
A bag of options that control this resource's behavior.
name This property is required.
The unique name of the resulting resource.
id This property is required.
The unique provider ID of the resource to lookup.
state
Any extra arguments used during the lookup.
opts
A bag of options that control this resource's behavior.
The following state arguments are supported:
AccountKey string
The access key of the Storage Account. Conflicts with shared_access_signature.
Description Changes to this property will trigger replacement. string
Text used to describe the asset. Changing this forces a new Machine Learning DataStore to be created.
IsDefault bool

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

Note: is_default can only be set to true on update.

Name Changes to this property will trigger replacement. string
The name of the Machine Learning DataStore. Changing this forces a new Machine Learning DataStore to be created.
ServiceDataAuthIdentity string
Specifies which identity to use when retrieving data from the specified source. Defaults to None. Possible values are None, WorkspaceSystemAssignedIdentity and WorkspaceUserAssignedIdentity.
SharedAccessSignature string

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

Note: One of account_key or shared_access_signature must be specified.

StorageContainerId Changes to this property will trigger replacement. string
The ID of the Storage Account Container. Changing this forces a new Machine Learning DataStore to be created.
Tags Changes to this property will trigger replacement. Dictionary<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.
WorkspaceId Changes to this property will trigger replacement. string
The ID of the Machine Learning Workspace. Changing this forces a new Machine Learning DataStore to be created.
AccountKey string
The access key of the Storage Account. Conflicts with shared_access_signature.
Description Changes to this property will trigger replacement. string
Text used to describe the asset. Changing this forces a new Machine Learning DataStore to be created.
IsDefault bool

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

Note: is_default can only be set to true on update.

Name Changes to this property will trigger replacement. string
The name of the Machine Learning DataStore. Changing this forces a new Machine Learning DataStore to be created.
ServiceDataAuthIdentity string
Specifies which identity to use when retrieving data from the specified source. Defaults to None. Possible values are None, WorkspaceSystemAssignedIdentity and WorkspaceUserAssignedIdentity.
SharedAccessSignature string

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

Note: One of account_key or shared_access_signature must be specified.

StorageContainerId Changes to this property will trigger replacement. string
The ID of the Storage Account Container. Changing this forces a new Machine Learning DataStore to be created.
Tags Changes to this property will trigger replacement. 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.
WorkspaceId Changes to this property will trigger replacement. string
The ID of the Machine Learning Workspace. Changing this forces a new Machine Learning DataStore to be created.
accountKey String
The access key of the Storage Account. Conflicts with shared_access_signature.
description Changes to this property will trigger replacement. String
Text used to describe the asset. Changing this forces a new Machine Learning DataStore to be created.
isDefault Boolean

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

Note: is_default can only be set to true on update.

name Changes to this property will trigger replacement. String
The name of the Machine Learning DataStore. Changing this forces a new Machine Learning DataStore to be created.
serviceDataAuthIdentity String
Specifies which identity to use when retrieving data from the specified source. Defaults to None. Possible values are None, WorkspaceSystemAssignedIdentity and WorkspaceUserAssignedIdentity.
sharedAccessSignature String

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

Note: One of account_key or shared_access_signature must be specified.

storageContainerId Changes to this property will trigger replacement. String
The ID of the Storage Account Container. Changing this forces a new Machine Learning DataStore to be created.
tags Changes to this property will trigger replacement. 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.
workspaceId Changes to this property will trigger replacement. String
The ID of the Machine Learning Workspace. Changing this forces a new Machine Learning DataStore to be created.
accountKey string
The access key of the Storage Account. Conflicts with shared_access_signature.
description Changes to this property will trigger replacement. string
Text used to describe the asset. Changing this forces a new Machine Learning DataStore to be created.
isDefault boolean

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

Note: is_default can only be set to true on update.

name Changes to this property will trigger replacement. string
The name of the Machine Learning DataStore. Changing this forces a new Machine Learning DataStore to be created.
serviceDataAuthIdentity string
Specifies which identity to use when retrieving data from the specified source. Defaults to None. Possible values are None, WorkspaceSystemAssignedIdentity and WorkspaceUserAssignedIdentity.
sharedAccessSignature string

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

Note: One of account_key or shared_access_signature must be specified.

storageContainerId Changes to this property will trigger replacement. string
The ID of the Storage Account Container. Changing this forces a new Machine Learning DataStore to be created.
tags Changes to this property will trigger replacement. {[key: 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.
workspaceId Changes to this property will trigger replacement. string
The ID of the Machine Learning Workspace. Changing this forces a new Machine Learning DataStore to be created.
account_key str
The access key of the Storage Account. Conflicts with shared_access_signature.
description Changes to this property will trigger replacement. str
Text used to describe the asset. Changing this forces a new Machine Learning DataStore to be created.
is_default bool

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

Note: is_default can only be set to true on update.

name Changes to this property will trigger replacement. str
The name of the Machine Learning DataStore. Changing this forces a new Machine Learning DataStore to be created.
service_data_auth_identity str
Specifies which identity to use when retrieving data from the specified source. Defaults to None. Possible values are None, WorkspaceSystemAssignedIdentity and WorkspaceUserAssignedIdentity.
shared_access_signature str

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

Note: One of account_key or shared_access_signature must be specified.

storage_container_id Changes to this property will trigger replacement. str
The ID of the Storage Account Container. Changing this forces a new Machine Learning DataStore to be created.
tags Changes to this property will trigger replacement. Mapping[str, str]
A mapping of tags which should be assigned to the Machine Learning DataStore. Changing this forces a new Machine Learning DataStore to be created.
workspace_id Changes to this property will trigger replacement. str
The ID of the Machine Learning Workspace. Changing this forces a new Machine Learning DataStore to be created.
accountKey String
The access key of the Storage Account. Conflicts with shared_access_signature.
description Changes to this property will trigger replacement. String
Text used to describe the asset. Changing this forces a new Machine Learning DataStore to be created.
isDefault Boolean

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

Note: is_default can only be set to true on update.

name Changes to this property will trigger replacement. String
The name of the Machine Learning DataStore. Changing this forces a new Machine Learning DataStore to be created.
serviceDataAuthIdentity String
Specifies which identity to use when retrieving data from the specified source. Defaults to None. Possible values are None, WorkspaceSystemAssignedIdentity and WorkspaceUserAssignedIdentity.
sharedAccessSignature String

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

Note: One of account_key or shared_access_signature must be specified.

storageContainerId Changes to this property will trigger replacement. String
The ID of the Storage Account Container. Changing this forces a new Machine Learning DataStore to be created.
tags Changes to this property will trigger replacement. Map<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.
workspaceId Changes to this property will trigger replacement. String
The ID of the Machine Learning Workspace. Changing this forces a new Machine Learning DataStore to be created.

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
Copy

To learn more about importing existing cloud resources, see Importing resources.

Package Details

Repository
Azure Classic pulumi/pulumi-azure
License
Apache-2.0
Notes
This Pulumi package is based on the azurerm Terraform Provider.

We recommend using Azure Native.

Azure v6.22.0 published on Tuesday, Apr 1, 2025 by Pulumi
pulumi/pulumi-azure