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Build cloud applications and infrastructure by combining the safety and reliability of infrastructure as code with the power of the Kotlin programming language.
@file:Suppress("NAME_SHADOWING", "DEPRECATION")
package com.pulumi.azure.machinelearning.kotlin
import com.pulumi.azure.machinelearning.DatastoreBlobstorageArgs.builder
import com.pulumi.core.Output
import com.pulumi.core.Output.of
import com.pulumi.kotlin.ConvertibleToJava
import com.pulumi.kotlin.PulumiTagMarker
import kotlin.Boolean
import kotlin.Pair
import kotlin.String
import kotlin.Suppress
import kotlin.collections.Map
import kotlin.jvm.JvmName
/**
* Manages a Machine Learning Blob Storage DataStore.
* ## Example Usage
* ### With Azure Blob
*
* ```typescript
* 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,
* });
* ```
* ```python
* 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)
* ```
* ```csharp
* 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,
* });
* });
* ```
* ```go
* 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
* })
* }
* ```
* ```java
* 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());
* }
* }
* ```
* ```yaml
* 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: {}
* ```
*
* ## Import
* Machine Learning DataStores can be imported using the `resource id`, e.g.
* ```sh
* $ pulumi import azure:machinelearning/datastoreBlobstorage:DatastoreBlobstorage example /subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/group1/providers/Microsoft.MachineLearningServices/workspaces/mlw1/dataStores/datastore1
* ```
* @property accountKey The access key of the Storage Account. Conflicts with `shared_access_signature`.
* @property description Text used to describe the asset. Changing this forces a new Machine Learning DataStore to be created.
* @property isDefault 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.
* @property name The name of the Machine Learning DataStore. Changing this forces a new Machine Learning DataStore to be created.
* @property serviceDataAuthIdentity Specifies which identity to use when retrieving data from the specified source. Defaults to `None`. Possible values are `None`, `WorkspaceSystemAssignedIdentity` and `WorkspaceUserAssignedIdentity`.
* @property sharedAccessSignature The Shared Access Signature of the Storage Account. Conflicts with `account_key`.
* > **Note:** One of `account_key` or `shared_access_signature` must be specified.
* @property storageContainerId The ID of the Storage Account Container. Changing this forces a new Machine Learning DataStore to be created.
* @property tags A mapping of tags which should be assigned to the Machine Learning DataStore. Changing this forces a new Machine Learning DataStore to be created.
* @property workspaceId The ID of the Machine Learning Workspace. Changing this forces a new Machine Learning DataStore to be created.
*/
public data class DatastoreBlobstorageArgs(
public val accountKey: Output? = null,
public val description: Output? = null,
public val isDefault: Output? = null,
public val name: Output? = null,
public val serviceDataAuthIdentity: Output? = null,
public val sharedAccessSignature: Output? = null,
public val storageContainerId: Output? = null,
public val tags: Output>? = null,
public val workspaceId: Output? = null,
) : ConvertibleToJava {
override fun toJava(): com.pulumi.azure.machinelearning.DatastoreBlobstorageArgs =
com.pulumi.azure.machinelearning.DatastoreBlobstorageArgs.builder()
.accountKey(accountKey?.applyValue({ args0 -> args0 }))
.description(description?.applyValue({ args0 -> args0 }))
.isDefault(isDefault?.applyValue({ args0 -> args0 }))
.name(name?.applyValue({ args0 -> args0 }))
.serviceDataAuthIdentity(serviceDataAuthIdentity?.applyValue({ args0 -> args0 }))
.sharedAccessSignature(sharedAccessSignature?.applyValue({ args0 -> args0 }))
.storageContainerId(storageContainerId?.applyValue({ args0 -> args0 }))
.tags(tags?.applyValue({ args0 -> args0.map({ args0 -> args0.key.to(args0.value) }).toMap() }))
.workspaceId(workspaceId?.applyValue({ args0 -> args0 })).build()
}
/**
* Builder for [DatastoreBlobstorageArgs].
*/
@PulumiTagMarker
public class DatastoreBlobstorageArgsBuilder internal constructor() {
private var accountKey: Output? = null
private var description: Output? = null
private var isDefault: Output? = null
private var name: Output? = null
private var serviceDataAuthIdentity: Output? = null
private var sharedAccessSignature: Output? = null
private var storageContainerId: Output? = null
private var tags: Output>? = null
private var workspaceId: Output? = null
/**
* @param value The access key of the Storage Account. Conflicts with `shared_access_signature`.
*/
@JvmName("wnpofqqbxprvcndw")
public suspend fun accountKey(`value`: Output) {
this.accountKey = value
}
/**
* @param value Text used to describe the asset. Changing this forces a new Machine Learning DataStore to be created.
*/
@JvmName("jqtroaaqomrlxqmo")
public suspend fun description(`value`: Output) {
this.description = value
}
/**
* @param value 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.
*/
@JvmName("billtcnrkeasdpfp")
public suspend fun isDefault(`value`: Output) {
this.isDefault = value
}
/**
* @param value The name of the Machine Learning DataStore. Changing this forces a new Machine Learning DataStore to be created.
*/
@JvmName("mgxxponuvjfdaegg")
public suspend fun name(`value`: Output) {
this.name = value
}
/**
* @param value Specifies which identity to use when retrieving data from the specified source. Defaults to `None`. Possible values are `None`, `WorkspaceSystemAssignedIdentity` and `WorkspaceUserAssignedIdentity`.
*/
@JvmName("sikhfmcvsexxnvml")
public suspend fun serviceDataAuthIdentity(`value`: Output) {
this.serviceDataAuthIdentity = value
}
/**
* @param value The Shared Access Signature of the Storage Account. Conflicts with `account_key`.
* > **Note:** One of `account_key` or `shared_access_signature` must be specified.
*/
@JvmName("xxoyqnojnttbvcbd")
public suspend fun sharedAccessSignature(`value`: Output) {
this.sharedAccessSignature = value
}
/**
* @param value The ID of the Storage Account Container. Changing this forces a new Machine Learning DataStore to be created.
*/
@JvmName("bvwntxgqsbqyndyc")
public suspend fun storageContainerId(`value`: Output) {
this.storageContainerId = value
}
/**
* @param value A mapping of tags which should be assigned to the Machine Learning DataStore. Changing this forces a new Machine Learning DataStore to be created.
*/
@JvmName("coivrceomhkjnrdl")
public suspend fun tags(`value`: Output>) {
this.tags = value
}
/**
* @param value The ID of the Machine Learning Workspace. Changing this forces a new Machine Learning DataStore to be created.
*/
@JvmName("osytosvmpbptqgmj")
public suspend fun workspaceId(`value`: Output) {
this.workspaceId = value
}
/**
* @param value The access key of the Storage Account. Conflicts with `shared_access_signature`.
*/
@JvmName("fgnjcxvmcjfkdcwf")
public suspend fun accountKey(`value`: String?) {
val toBeMapped = value
val mapped = toBeMapped?.let({ args0 -> of(args0) })
this.accountKey = mapped
}
/**
* @param value Text used to describe the asset. Changing this forces a new Machine Learning DataStore to be created.
*/
@JvmName("xjrknecjnolsjqbi")
public suspend fun description(`value`: String?) {
val toBeMapped = value
val mapped = toBeMapped?.let({ args0 -> of(args0) })
this.description = mapped
}
/**
* @param value 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.
*/
@JvmName("uwruhmyeqeexeeup")
public suspend fun isDefault(`value`: Boolean?) {
val toBeMapped = value
val mapped = toBeMapped?.let({ args0 -> of(args0) })
this.isDefault = mapped
}
/**
* @param value The name of the Machine Learning DataStore. Changing this forces a new Machine Learning DataStore to be created.
*/
@JvmName("ngrfrljwanguifbg")
public suspend fun name(`value`: String?) {
val toBeMapped = value
val mapped = toBeMapped?.let({ args0 -> of(args0) })
this.name = mapped
}
/**
* @param value Specifies which identity to use when retrieving data from the specified source. Defaults to `None`. Possible values are `None`, `WorkspaceSystemAssignedIdentity` and `WorkspaceUserAssignedIdentity`.
*/
@JvmName("yetjowudcnjojpfv")
public suspend fun serviceDataAuthIdentity(`value`: String?) {
val toBeMapped = value
val mapped = toBeMapped?.let({ args0 -> of(args0) })
this.serviceDataAuthIdentity = mapped
}
/**
* @param value The Shared Access Signature of the Storage Account. Conflicts with `account_key`.
* > **Note:** One of `account_key` or `shared_access_signature` must be specified.
*/
@JvmName("jlfjljhcdvfugfhl")
public suspend fun sharedAccessSignature(`value`: String?) {
val toBeMapped = value
val mapped = toBeMapped?.let({ args0 -> of(args0) })
this.sharedAccessSignature = mapped
}
/**
* @param value The ID of the Storage Account Container. Changing this forces a new Machine Learning DataStore to be created.
*/
@JvmName("vruqefbyavhoewqu")
public suspend fun storageContainerId(`value`: String?) {
val toBeMapped = value
val mapped = toBeMapped?.let({ args0 -> of(args0) })
this.storageContainerId = mapped
}
/**
* @param value A mapping of tags which should be assigned to the Machine Learning DataStore. Changing this forces a new Machine Learning DataStore to be created.
*/
@JvmName("sioegwljbdbdcwlm")
public suspend fun tags(`value`: Map?) {
val toBeMapped = value
val mapped = toBeMapped?.let({ args0 -> of(args0) })
this.tags = mapped
}
/**
* @param values A mapping of tags which should be assigned to the Machine Learning DataStore. Changing this forces a new Machine Learning DataStore to be created.
*/
@JvmName("yuovebvoqsqjbans")
public fun tags(vararg values: Pair) {
val toBeMapped = values.toMap()
val mapped = toBeMapped.let({ args0 -> of(args0) })
this.tags = mapped
}
/**
* @param value The ID of the Machine Learning Workspace. Changing this forces a new Machine Learning DataStore to be created.
*/
@JvmName("eghpcuxfmuyqkqjn")
public suspend fun workspaceId(`value`: String?) {
val toBeMapped = value
val mapped = toBeMapped?.let({ args0 -> of(args0) })
this.workspaceId = mapped
}
internal fun build(): DatastoreBlobstorageArgs = DatastoreBlobstorageArgs(
accountKey = accountKey,
description = description,
isDefault = isDefault,
name = name,
serviceDataAuthIdentity = serviceDataAuthIdentity,
sharedAccessSignature = sharedAccessSignature,
storageContainerId = storageContainerId,
tags = tags,
workspaceId = workspaceId,
)
}
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