diff --git a/azurerm/internal/clients/client.go b/azurerm/internal/clients/client.go
index 035ba1388f4d..9a10ed76369e 100644
--- a/azurerm/internal/clients/client.go
+++ b/azurerm/internal/clients/client.go
@@ -38,6 +38,7 @@ import (
kusto "github.com/terraform-providers/terraform-provider-azurerm/azurerm/internal/services/kusto/client"
loganalytics "github.com/terraform-providers/terraform-provider-azurerm/azurerm/internal/services/loganalytics/client"
logic "github.com/terraform-providers/terraform-provider-azurerm/azurerm/internal/services/logic/client"
+ machinelearning "github.com/terraform-providers/terraform-provider-azurerm/azurerm/internal/services/machinelearning/client"
managementgroup "github.com/terraform-providers/terraform-provider-azurerm/azurerm/internal/services/managementgroup/client"
maps "github.com/terraform-providers/terraform-provider-azurerm/azurerm/internal/services/maps/client"
mariadb "github.com/terraform-providers/terraform-provider-azurerm/azurerm/internal/services/mariadb/client"
@@ -111,6 +112,7 @@ type Client struct {
Kusto *kusto.Client
LogAnalytics *loganalytics.Client
Logic *logic.Client
+ MachineLearning *machinelearning.Client
ManagementGroups *managementgroup.Client
Maps *maps.Client
MariaDB *mariadb.Client
@@ -185,6 +187,7 @@ func (client *Client) Build(ctx context.Context, o *common.ClientOptions) error
client.Kusto = kusto.NewClient(o)
client.LogAnalytics = loganalytics.NewClient(o)
client.Logic = logic.NewClient(o)
+ client.MachineLearning = machinelearning.NewClient(o)
client.ManagementGroups = managementgroup.NewClient(o)
client.Maps = maps.NewClient(o)
client.MariaDB = mariadb.NewClient(o)
diff --git a/azurerm/internal/provider/required_resource_providers.go b/azurerm/internal/provider/required_resource_providers.go
index 585c983663fb..93af4713cfb6 100644
--- a/azurerm/internal/provider/required_resource_providers.go
+++ b/azurerm/internal/provider/required_resource_providers.go
@@ -16,59 +16,60 @@ import (
func RequiredResourceProviders() map[string]struct{} {
// NOTE: Resource Providers in this list are case sensitive
return map[string]struct{}{
- "Microsoft.ApiManagement": {},
- "Microsoft.Authorization": {},
- "Microsoft.Automation": {},
- "Microsoft.BotService": {},
- "Microsoft.Cache": {},
- "Microsoft.Cdn": {},
- "Microsoft.CognitiveServices": {},
- "Microsoft.Compute": {},
- "Microsoft.ContainerInstance": {},
- "Microsoft.ContainerRegistry": {},
- "Microsoft.ContainerService": {},
- "Microsoft.CostManagement": {},
- "Microsoft.Databricks": {},
- "Microsoft.DataLakeAnalytics": {},
- "Microsoft.DataLakeStore": {},
- "Microsoft.DataMigration": {},
- "Microsoft.DBforMySQL": {},
- "Microsoft.DBforPostgreSQL": {},
- "Microsoft.Devices": {},
- "Microsoft.DevSpaces": {},
- "Microsoft.DevTestLab": {},
- "Microsoft.DocumentDB": {},
- "Microsoft.EventGrid": {},
- "Microsoft.EventHub": {},
- "Microsoft.HDInsight": {},
- "Microsoft.Healthcare": {},
- "Microsoft.KeyVault": {},
- "Microsoft.Kusto": {},
- "microsoft.insights": {},
- "Microsoft.Logic": {},
- "Microsoft.ManagedIdentity": {},
- "Microsoft.Management": {},
- "Microsoft.Maps": {},
- "Microsoft.MarketplaceOrdering": {},
- "Microsoft.Media": {},
- "Microsoft.MixedReality": {},
- "Microsoft.Network": {},
- "Microsoft.NotificationHubs": {},
- "Microsoft.OperationalInsights": {},
- "Microsoft.OperationsManagement": {},
- "Microsoft.PowerBIDedicated": {},
- "Microsoft.Relay": {},
- "Microsoft.RecoveryServices": {},
- "Microsoft.Resources": {},
- "Microsoft.Search": {},
- "Microsoft.Security": {},
- "Microsoft.ServiceBus": {},
- "Microsoft.ServiceFabric": {},
- "Microsoft.Sql": {},
- "Microsoft.Storage": {},
- "Microsoft.StorageCache": {},
- "Microsoft.StreamAnalytics": {},
- "Microsoft.Web": {},
+ "Microsoft.ApiManagement": {},
+ "Microsoft.Authorization": {},
+ "Microsoft.Automation": {},
+ "Microsoft.BotService": {},
+ "Microsoft.Cache": {},
+ "Microsoft.Cdn": {},
+ "Microsoft.CognitiveServices": {},
+ "Microsoft.Compute": {},
+ "Microsoft.ContainerInstance": {},
+ "Microsoft.ContainerRegistry": {},
+ "Microsoft.ContainerService": {},
+ "Microsoft.CostManagement": {},
+ "Microsoft.Databricks": {},
+ "Microsoft.DataLakeAnalytics": {},
+ "Microsoft.DataLakeStore": {},
+ "Microsoft.DataMigration": {},
+ "Microsoft.DBforMySQL": {},
+ "Microsoft.DBforPostgreSQL": {},
+ "Microsoft.Devices": {},
+ "Microsoft.DevSpaces": {},
+ "Microsoft.DevTestLab": {},
+ "Microsoft.DocumentDB": {},
+ "Microsoft.EventGrid": {},
+ "Microsoft.EventHub": {},
+ "Microsoft.HDInsight": {},
+ "Microsoft.Healthcare": {},
+ "Microsoft.KeyVault": {},
+ "Microsoft.Kusto": {},
+ "microsoft.insights": {},
+ "Microsoft.Logic": {},
+ "Microsoft.MachineLearningServices": {},
+ "Microsoft.ManagedIdentity": {},
+ "Microsoft.Management": {},
+ "Microsoft.Maps": {},
+ "Microsoft.MarketplaceOrdering": {},
+ "Microsoft.Media": {},
+ "Microsoft.MixedReality": {},
+ "Microsoft.Network": {},
+ "Microsoft.NotificationHubs": {},
+ "Microsoft.OperationalInsights": {},
+ "Microsoft.OperationsManagement": {},
+ "Microsoft.PowerBIDedicated": {},
+ "Microsoft.Relay": {},
+ "Microsoft.RecoveryServices": {},
+ "Microsoft.Resources": {},
+ "Microsoft.Search": {},
+ "Microsoft.Security": {},
+ "Microsoft.ServiceBus": {},
+ "Microsoft.ServiceFabric": {},
+ "Microsoft.Sql": {},
+ "Microsoft.Storage": {},
+ "Microsoft.StorageCache": {},
+ "Microsoft.StreamAnalytics": {},
+ "Microsoft.Web": {},
}
}
diff --git a/azurerm/internal/provider/services.go b/azurerm/internal/provider/services.go
index cf855e88dc2c..506c09a032d5 100644
--- a/azurerm/internal/provider/services.go
+++ b/azurerm/internal/provider/services.go
@@ -34,6 +34,7 @@ import (
"github.com/terraform-providers/terraform-provider-azurerm/azurerm/internal/services/kusto"
"github.com/terraform-providers/terraform-provider-azurerm/azurerm/internal/services/loganalytics"
"github.com/terraform-providers/terraform-provider-azurerm/azurerm/internal/services/logic"
+ "github.com/terraform-providers/terraform-provider-azurerm/azurerm/internal/services/machinelearning"
"github.com/terraform-providers/terraform-provider-azurerm/azurerm/internal/services/managementgroup"
"github.com/terraform-providers/terraform-provider-azurerm/azurerm/internal/services/maps"
"github.com/terraform-providers/terraform-provider-azurerm/azurerm/internal/services/mariadb"
@@ -104,6 +105,7 @@ func SupportedServices() []common.ServiceRegistration {
kusto.Registration{},
loganalytics.Registration{},
logic.Registration{},
+ machinelearning.Registration{},
managementgroup.Registration{},
maps.Registration{},
mariadb.Registration{},
diff --git a/azurerm/internal/services/machinelearning/client/client.go b/azurerm/internal/services/machinelearning/client/client.go
new file mode 100644
index 000000000000..284d4413dc66
--- /dev/null
+++ b/azurerm/internal/services/machinelearning/client/client.go
@@ -0,0 +1,19 @@
+package client
+
+import (
+ "github.com/Azure/azure-sdk-for-go/services/machinelearningservices/mgmt/2019-11-01/machinelearningservices"
+ "github.com/terraform-providers/terraform-provider-azurerm/azurerm/internal/common"
+)
+
+type Client struct {
+ WorkspacesClient *machinelearningservices.WorkspacesClient
+}
+
+func NewClient(o *common.ClientOptions) *Client {
+ WorkspacesClient := machinelearningservices.NewWorkspacesClientWithBaseURI(o.ResourceManagerEndpoint, o.SubscriptionId)
+ o.ConfigureClient(&WorkspacesClient.Client, o.ResourceManagerAuthorizer)
+
+ return &Client{
+ WorkspacesClient: &WorkspacesClient,
+ }
+}
diff --git a/azurerm/internal/services/machinelearning/data_source_machine_learning_workspace.go b/azurerm/internal/services/machinelearning/data_source_machine_learning_workspace.go
new file mode 100644
index 000000000000..5b147109c8e8
--- /dev/null
+++ b/azurerm/internal/services/machinelearning/data_source_machine_learning_workspace.go
@@ -0,0 +1,63 @@
+package machinelearning
+
+import (
+ "fmt"
+ "time"
+
+ "github.com/hashicorp/terraform-plugin-sdk/helper/schema"
+ "github.com/terraform-providers/terraform-provider-azurerm/azurerm/helpers/azure"
+ "github.com/terraform-providers/terraform-provider-azurerm/azurerm/internal/clients"
+ "github.com/terraform-providers/terraform-provider-azurerm/azurerm/internal/services/machinelearning/validate"
+ "github.com/terraform-providers/terraform-provider-azurerm/azurerm/internal/tags"
+ "github.com/terraform-providers/terraform-provider-azurerm/azurerm/internal/timeouts"
+ "github.com/terraform-providers/terraform-provider-azurerm/azurerm/utils"
+)
+
+func dataSourceArmMachineLearningWorkspace() *schema.Resource {
+ return &schema.Resource{
+ Read: dataSourceArmAMLWorkspaceRead,
+ Timeouts: &schema.ResourceTimeout{
+ Read: schema.DefaultTimeout(5 * time.Minute),
+ },
+
+ Schema: map[string]*schema.Schema{
+ "name": {
+ Type: schema.TypeString,
+ Required: true,
+ ValidateFunc: validate.WorkspaceName,
+ },
+
+ "location": azure.SchemaLocationForDataSource(),
+
+ "resource_group_name": azure.SchemaResourceGroupNameForDataSource(),
+
+ "tags": tags.SchemaDataSource(),
+ },
+ }
+}
+
+func dataSourceArmAMLWorkspaceRead(d *schema.ResourceData, meta interface{}) error {
+ client := meta.(*clients.Client).MachineLearning.WorkspacesClient
+ ctx, cancel := timeouts.ForRead(meta.(*clients.Client).StopContext, d)
+ defer cancel()
+
+ name := d.Get("name").(string)
+ resourceGroup := d.Get("resource_group_name").(string)
+
+ resp, err := client.Get(ctx, resourceGroup, name)
+ if err != nil {
+ if utils.ResponseWasNotFound(resp.Response) {
+ return fmt.Errorf("Error: Machine Learning Workspace %q (Resource Group %q) was not found: %+v", name, resourceGroup, err)
+ }
+ return fmt.Errorf("Error reading Machine Learning Workspace %q (Resource Group %q): %+v", name, resourceGroup, err)
+ }
+ if resp.ID == nil || *resp.ID == "" {
+ return fmt.Errorf("Cannot read Machine Learning Workspace %q (Resource Group %q) ID", name, resourceGroup)
+ }
+ d.SetId(*resp.ID)
+
+ d.Set("name", resp.Name)
+ d.Set("resource_group_name", resourceGroup)
+
+ return tags.FlattenAndSet(d, resp.Tags)
+}
diff --git a/azurerm/internal/services/machinelearning/parse/workspace.go b/azurerm/internal/services/machinelearning/parse/workspace.go
new file mode 100644
index 000000000000..c7e35cfa0dc3
--- /dev/null
+++ b/azurerm/internal/services/machinelearning/parse/workspace.go
@@ -0,0 +1,57 @@
+package parse
+
+import (
+ "github.com/terraform-providers/terraform-provider-azurerm/azurerm/helpers/azure"
+ accountParser "github.com/terraform-providers/terraform-provider-azurerm/azurerm/internal/services/storage/parsers"
+)
+
+type WorkspaceId struct {
+ Name string
+ ResourceGroup string
+}
+
+func WorkspaceID(input string) (*WorkspaceId, error) {
+ id, err := azure.ParseAzureResourceID(input)
+ if err != nil {
+ return nil, err
+ }
+
+ workspace := WorkspaceId{
+ ResourceGroup: id.ResourceGroup,
+ }
+
+ if workspace.Name, err = id.PopSegment("workspaces"); err != nil {
+ return nil, err
+ }
+
+ if err := id.ValidateNoEmptySegments(input); err != nil {
+ return nil, err
+ }
+
+ return &workspace, nil
+}
+
+// TODO -- use parse function "github.com/terraform-providers/terraform-provider-azurerm/azurerm/internal/services/storage/parsers".ParseAccountID
+// when issue https://github.com/Azure/azure-rest-api-specs/issues/8323 is addressed
+func AccountIDCaseDiffSuppress(input string) (*accountParser.AccountID, error) {
+ id, err := azure.ParseAzureResourceID(input)
+ if err != nil {
+ return nil, err
+ }
+
+ account := accountParser.AccountID{
+ ResourceGroup: id.ResourceGroup,
+ }
+
+ if account.Name, err = id.PopSegment("storageAccounts"); err != nil {
+ if account.Name, err = id.PopSegment("storageaccounts"); err != nil {
+ return nil, err
+ }
+ }
+
+ if err := id.ValidateNoEmptySegments(input); err != nil {
+ return nil, err
+ }
+
+ return &account, nil
+}
diff --git a/azurerm/internal/services/machinelearning/parse/workspace_test.go b/azurerm/internal/services/machinelearning/parse/workspace_test.go
new file mode 100644
index 000000000000..816b2b278c51
--- /dev/null
+++ b/azurerm/internal/services/machinelearning/parse/workspace_test.go
@@ -0,0 +1,139 @@
+package parse
+
+import (
+ "testing"
+
+ "github.com/terraform-providers/terraform-provider-azurerm/azurerm/internal/services/storage/parsers"
+)
+
+func TestWorkspaceID(t *testing.T) {
+ testData := []struct {
+ Name string
+ Input string
+ Error bool
+ Expect *WorkspaceId
+ }{
+ {
+ Name: "Empty",
+ Input: "",
+ Error: true,
+ },
+ {
+ Name: "No Resource Groups Segment",
+ Input: "/subscriptions/00000000-0000-0000-0000-000000000000",
+ Error: true,
+ },
+ {
+ Name: "No Resource Groups Value",
+ Input: "/subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/",
+ Error: true,
+ },
+ {
+ Name: "Resource Group ID",
+ Input: "/subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/resGroup1",
+ Error: true,
+ },
+ {
+ Name: "Missing Workspace Value",
+ Input: "/subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/resGroup1/providers/Microsoft.MachineLearningServices/workspaces/",
+ Error: true,
+ },
+ {
+ Name: "Machine Learning Workspace ID",
+ Input: "/subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/resGroup1/providers/Microsoft.MachineLearningServices/workspaces/workspace1",
+ Error: false,
+ Expect: &WorkspaceId{
+ ResourceGroup: "resGroup1",
+ Name: "workspace1",
+ },
+ },
+ }
+
+ for _, v := range testData {
+ t.Logf("[DEBUG] Testing %q", v.Name)
+
+ actual, err := WorkspaceID(v.Input)
+ if err != nil {
+ if v.Error {
+ continue
+ }
+
+ t.Fatalf("Expected a value but got an error: %+v", err)
+ }
+
+ if actual.Name != v.Expect.Name {
+ t.Fatalf("Expected %q but got %q for Name", v.Expect.Name, actual.Name)
+ }
+
+ if actual.ResourceGroup != v.Expect.ResourceGroup {
+ t.Fatalf("Expected %q but got %q for Resource Group", v.Expect.ResourceGroup, actual.ResourceGroup)
+ }
+ }
+}
+
+func TestAccountIDCaseDiffSuppress(t *testing.T) {
+ testData := []struct {
+ Name string
+ Input string
+ Error bool
+ Expect *parsers.AccountID
+ }{
+ {
+ Name: "Empty",
+ Input: "",
+ Error: true,
+ },
+ {
+ Name: "No Resource Group Segment",
+ Input: "/subscriptions/00000000-0000-0000-0000-000000000000",
+ Error: true,
+ },
+ {
+ Name: "No Resource Groups Value",
+ Input: "/subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups",
+ Error: true,
+ },
+ {
+ Name: "Resource Group ID",
+ Input: "/subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/resGroup1",
+ Error: true,
+ },
+ {
+ Name: "Account ID with right casing",
+ Input: "/subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/resGroup1/storageAccounts/account1",
+ Expect: &parsers.AccountID{
+ Name: "account1",
+ ResourceGroup: "resGroup1",
+ },
+ },
+ {
+ Name: "Wrong Casing",
+ Input: "/subscriptions/00000000-0000-0000-0000-000000000000/resourcegroups/resgroup1/storageaccounts/account1",
+ Expect: &parsers.AccountID{
+ Name: "account1",
+ ResourceGroup: "resgroup1",
+ },
+ },
+ }
+
+ for _, v := range testData {
+ t.Logf("[DEBUG] Testing %q", v.Name)
+
+ actual, err := AccountIDCaseDiffSuppress(v.Input)
+ if err != nil {
+ if v.Error {
+ continue
+ }
+
+ t.Fatalf("Expected a value but got an error: %+v", err)
+ }
+
+ if actual.Name != v.Expect.Name {
+ t.Fatalf("Expected %q but got %q for Name", v.Expect.Name, actual.Name)
+ }
+
+ if actual.ResourceGroup != v.Expect.ResourceGroup {
+ t.Fatalf("Expected %q but got %q for Resource Group", v.Expect.ResourceGroup, actual.ResourceGroup)
+ }
+ }
+}
diff --git a/azurerm/internal/services/machinelearning/registration.go b/azurerm/internal/services/machinelearning/registration.go
new file mode 100644
index 000000000000..5abf296bf6b4
--- /dev/null
+++ b/azurerm/internal/services/machinelearning/registration.go
@@ -0,0 +1,32 @@
+package machinelearning
+
+import (
+ "github.com/hashicorp/terraform-plugin-sdk/helper/schema"
+)
+
+type Registration struct{}
+
+// Name is the name of this Service
+func (r Registration) Name() string {
+ return "Machine Learning"
+}
+
+func (r Registration) WebsiteCategories() []string {
+ return []string{
+ "Machine Learning",
+ }
+}
+
+// SupportedDataSources returns the supported Data Sources supported by this Service
+func (r Registration) SupportedDataSources() map[string]*schema.Resource {
+ return map[string]*schema.Resource{
+ "azurerm_machine_learning_workspace": dataSourceArmMachineLearningWorkspace(),
+ }
+}
+
+// SupportedResources returns the supported Resources supported by this Service
+func (r Registration) SupportedResources() map[string]*schema.Resource {
+ return map[string]*schema.Resource{
+ "azurerm_machine_learning_workspace": resourceArmMachineLearningWorkspace(),
+ }
+}
diff --git a/azurerm/internal/services/machinelearning/resource_arm_machine_learning_workspace.go b/azurerm/internal/services/machinelearning/resource_arm_machine_learning_workspace.go
new file mode 100644
index 000000000000..703073a5a4c5
--- /dev/null
+++ b/azurerm/internal/services/machinelearning/resource_arm_machine_learning_workspace.go
@@ -0,0 +1,422 @@
+package machinelearning
+
+import (
+ "context"
+ "fmt"
+ "time"
+
+ "github.com/Azure/azure-sdk-for-go/services/containerregistry/mgmt/2018-09-01/containerregistry"
+ "github.com/Azure/azure-sdk-for-go/services/machinelearningservices/mgmt/2019-11-01/machinelearningservices"
+ "github.com/Azure/azure-sdk-for-go/services/storage/mgmt/2019-04-01/storage"
+ "github.com/hashicorp/terraform-plugin-sdk/helper/schema"
+ "github.com/hashicorp/terraform-plugin-sdk/helper/validation"
+ "github.com/terraform-providers/terraform-provider-azurerm/azurerm/helpers/azure"
+ "github.com/terraform-providers/terraform-provider-azurerm/azurerm/helpers/suppress"
+ "github.com/terraform-providers/terraform-provider-azurerm/azurerm/helpers/tf"
+ "github.com/terraform-providers/terraform-provider-azurerm/azurerm/internal/clients"
+ keyVaultValidate "github.com/terraform-providers/terraform-provider-azurerm/azurerm/internal/services/keyvault/validate"
+ "github.com/terraform-providers/terraform-provider-azurerm/azurerm/internal/services/machinelearning/parse"
+ "github.com/terraform-providers/terraform-provider-azurerm/azurerm/internal/services/machinelearning/validate"
+ "github.com/terraform-providers/terraform-provider-azurerm/azurerm/internal/tags"
+ azSchema "github.com/terraform-providers/terraform-provider-azurerm/azurerm/internal/tf/schema"
+ "github.com/terraform-providers/terraform-provider-azurerm/azurerm/internal/timeouts"
+ "github.com/terraform-providers/terraform-provider-azurerm/azurerm/utils"
+)
+
+func resourceArmMachineLearningWorkspace() *schema.Resource {
+ return &schema.Resource{
+ Create: resourceArmMachineLearningWorkspaceCreate,
+ Read: resourceArmMachineLearningWorkspaceRead,
+ Update: resourceArmMachineLearningWorkspaceUpdate,
+ Delete: resourceArmMachineLearningWorkspaceDelete,
+
+ Importer: azSchema.ValidateResourceIDPriorToImport(func(id string) error {
+ _, err := parse.WorkspaceID(id)
+ return err
+ }),
+
+ Timeouts: &schema.ResourceTimeout{
+ Create: schema.DefaultTimeout(30 * time.Minute),
+ Read: schema.DefaultTimeout(5 * time.Minute),
+ Update: schema.DefaultTimeout(30 * time.Minute),
+ Delete: schema.DefaultTimeout(30 * time.Minute),
+ },
+
+ Schema: map[string]*schema.Schema{
+ "name": {
+ Type: schema.TypeString,
+ Required: true,
+ ForceNew: true,
+ ValidateFunc: validate.WorkspaceName,
+ },
+
+ "location": azure.SchemaLocation(),
+
+ "resource_group_name": azure.SchemaResourceGroupName(),
+
+ "application_insights_id": {
+ Type: schema.TypeString,
+ Required: true,
+ ForceNew: true,
+ // TODO -- use the custom validation function of application insights
+ ValidateFunc: azure.ValidateResourceID,
+ // TODO -- remove when issue https://github.com/Azure/azure-rest-api-specs/issues/8323 is addressed
+ DiffSuppressFunc: suppress.CaseDifference,
+ },
+
+ "key_vault_id": {
+ Type: schema.TypeString,
+ Required: true,
+ ForceNew: true,
+ ValidateFunc: keyVaultValidate.KeyVaultID,
+ // TODO -- remove when issue https://github.com/Azure/azure-rest-api-specs/issues/8323 is addressed
+ DiffSuppressFunc: suppress.CaseDifference,
+ },
+
+ "storage_account_id": {
+ Type: schema.TypeString,
+ Required: true,
+ ForceNew: true,
+ // TODO -- use the custom validation function of storage account, when issue https://github.com/Azure/azure-rest-api-specs/issues/8323 is addressed
+ ValidateFunc: azure.ValidateResourceID,
+ // TODO -- remove when issue https://github.com/Azure/azure-rest-api-specs/issues/8323 is addressed
+ DiffSuppressFunc: suppress.CaseDifference,
+ },
+
+ "identity": {
+ Type: schema.TypeList,
+ Required: true,
+ MaxItems: 1,
+ Elem: &schema.Resource{
+ Schema: map[string]*schema.Schema{
+ "type": {
+ Type: schema.TypeString,
+ Required: true,
+ ValidateFunc: validation.StringInSlice([]string{
+ string(machinelearningservices.SystemAssigned),
+ }, false),
+ },
+ "principal_id": {
+ Type: schema.TypeString,
+ Computed: true,
+ },
+ "tenant_id": {
+ Type: schema.TypeString,
+ Computed: true,
+ },
+ },
+ },
+ },
+
+ "container_registry_id": {
+ Type: schema.TypeString,
+ Optional: true,
+ ForceNew: true,
+ // TODO -- use the custom validation function of container registry
+ ValidateFunc: azure.ValidateResourceID,
+ // TODO -- remove when issue https://github.com/Azure/azure-rest-api-specs/issues/8323 is addressed
+ DiffSuppressFunc: suppress.CaseDifference,
+ },
+
+ "description": {
+ Type: schema.TypeString,
+ Optional: true,
+ },
+
+ "friendly_name": {
+ Type: schema.TypeString,
+ Optional: true,
+ },
+
+ "sku_name": {
+ Type: schema.TypeString,
+ Optional: true,
+ Default: "Basic",
+ ValidateFunc: validation.StringInSlice([]string{
+ "Basic",
+ "Enterprise",
+ }, true),
+ },
+
+ "tags": tags.Schema(),
+ },
+ }
+}
+
+func resourceArmMachineLearningWorkspaceCreate(d *schema.ResourceData, meta interface{}) error {
+ client := meta.(*clients.Client).MachineLearning.WorkspacesClient
+ ctx, cancel := timeouts.ForCreate(meta.(*clients.Client).StopContext, d)
+ defer cancel()
+
+ name := d.Get("name").(string)
+ resGroup := d.Get("resource_group_name").(string)
+
+ existing, err := client.Get(ctx, resGroup, name)
+ if err != nil {
+ if !utils.ResponseWasNotFound(existing.Response) {
+ return fmt.Errorf("Error checking for existing AML Workspace %q (Resource Group %q): %s", name, resGroup, err)
+ }
+ }
+ if existing.ID != nil && *existing.ID != "" {
+ return tf.ImportAsExistsError("azurerm_machine_learning_workspace", *existing.ID)
+ }
+
+ location := azure.NormalizeLocation(d.Get("location").(string))
+ storageAccountId := d.Get("storage_account_id").(string)
+ keyVaultId := d.Get("key_vault_id").(string)
+ applicationInsightsId := d.Get("application_insights_id").(string)
+ skuName := d.Get("sku_name").(string)
+
+ t := d.Get("tags").(map[string]interface{})
+
+ workspace := machinelearningservices.Workspace{
+ Name: &name,
+ Location: &location,
+ Tags: tags.Expand(t),
+ Sku: &machinelearningservices.Sku{Name: utils.String(skuName)},
+ Identity: expandArmMachineLearningWorkspaceIdentity(d.Get("identity").([]interface{})),
+ WorkspaceProperties: &machinelearningservices.WorkspaceProperties{
+ StorageAccount: &storageAccountId,
+ ApplicationInsights: &applicationInsightsId,
+ KeyVault: &keyVaultId,
+ },
+ }
+
+ if v, ok := d.GetOk("description"); ok {
+ workspace.Description = utils.String(v.(string))
+ }
+
+ if v, ok := d.GetOk("friendly_name"); ok {
+ workspace.FriendlyName = utils.String(v.(string))
+ }
+
+ if v, ok := d.GetOk("container_registry_id"); ok {
+ workspace.ContainerRegistry = utils.String(v.(string))
+ }
+
+ accountsClient := meta.(*clients.Client).Storage.AccountsClient
+ if err := validateStorageAccount(ctx, accountsClient, storageAccountId); err != nil {
+ return fmt.Errorf("Error creating Machine Learning Workspace %q (Resource Group %q): %+v", name, resGroup, err)
+ }
+
+ registriesClient := meta.(*clients.Client).Containers.RegistriesClient
+ if err := validateContainerRegistry(ctx, registriesClient, workspace.ContainerRegistry); err != nil {
+ return fmt.Errorf("Error creating Machine Learning Workspace %q (Resource Group %q): %+v", name, resGroup, err)
+ }
+
+ future, err := client.CreateOrUpdate(ctx, resGroup, name, workspace)
+ if err != nil {
+ return fmt.Errorf("Error creating Machine Learning Workspace %q (Resource Group %q): %+v", name, resGroup, err)
+ }
+
+ if err = future.WaitForCompletionRef(ctx, client.Client); err != nil {
+ return fmt.Errorf("Error waiting for creation of Machine Learning Workspace %q (Resource Group %q): %+v", name, resGroup, err)
+ }
+
+ resp, err := client.Get(ctx, resGroup, name)
+ if err != nil {
+ return fmt.Errorf("Error retrieving Machine Learning Workspace %q (Resource Group %q): %+v", name, resGroup, err)
+ }
+
+ if resp.ID == nil {
+ return fmt.Errorf("Cannot read Machine Learning Workspace %q (Resource Group %q) ID", name, resGroup)
+ }
+
+ d.SetId(*resp.ID)
+
+ return resourceArmMachineLearningWorkspaceRead(d, meta)
+}
+
+func resourceArmMachineLearningWorkspaceRead(d *schema.ResourceData, meta interface{}) error {
+ client := meta.(*clients.Client).MachineLearning.WorkspacesClient
+ ctx, cancel := timeouts.ForRead(meta.(*clients.Client).StopContext, d)
+ defer cancel()
+
+ id, err := parse.WorkspaceID(d.Id())
+ if err != nil {
+ return fmt.Errorf("Error parsing Machine Learning Workspace ID `%q`: %+v", d.Id(), err)
+ }
+
+ resp, err := client.Get(ctx, id.ResourceGroup, id.Name)
+ if err != nil {
+ if utils.ResponseWasNotFound(resp.Response) {
+ d.SetId("")
+ return nil
+ }
+ return fmt.Errorf("Error making Read request on Workspace %q (Resource Group %q): %+v", id.Name, id.ResourceGroup, err)
+ }
+
+ d.Set("name", id.Name)
+ d.Set("resource_group_name", id.ResourceGroup)
+
+ if location := resp.Location; location != nil {
+ d.Set("location", azure.NormalizeLocation(*location))
+ }
+
+ if sku := resp.Sku; sku != nil {
+ d.Set("sku_name", sku.Name)
+ }
+
+ if props := resp.WorkspaceProperties; props != nil {
+ d.Set("application_insights_id", props.ApplicationInsights)
+ d.Set("storage_account_id", props.StorageAccount)
+ d.Set("key_vault_id", props.KeyVault)
+ d.Set("container_registry_id", props.ContainerRegistry)
+ d.Set("description", props.Description)
+ d.Set("friendly_name", props.FriendlyName)
+ }
+
+ if err := d.Set("identity", flattenArmMachineLearningWorkspaceIdentity(resp.Identity)); err != nil {
+ return fmt.Errorf("Error flattening identity on Workspace %q (Resource Group %q): %+v", id.Name, id.ResourceGroup, err)
+ }
+
+ return tags.FlattenAndSet(d, resp.Tags)
+}
+
+func resourceArmMachineLearningWorkspaceUpdate(d *schema.ResourceData, meta interface{}) error {
+ client := meta.(*clients.Client).MachineLearning.WorkspacesClient
+ ctx, cancel := timeouts.ForUpdate(meta.(*clients.Client).StopContext, d)
+ defer cancel()
+
+ id, err := parse.WorkspaceID(d.Id())
+ if err != nil {
+ return err
+ }
+
+ update := machinelearningservices.WorkspaceUpdateParameters{
+ WorkspacePropertiesUpdateParameters: &machinelearningservices.WorkspacePropertiesUpdateParameters{},
+ }
+
+ if d.HasChange("sku_name") {
+ skuName := d.Get("sku_name").(string)
+ update.Sku = &machinelearningservices.Sku{
+ Name: &skuName,
+ }
+ }
+
+ if d.HasChange("description") {
+ update.WorkspacePropertiesUpdateParameters.Description = utils.String(d.Get("description").(string))
+ }
+
+ if d.HasChange("friendly_name") {
+ update.WorkspacePropertiesUpdateParameters.FriendlyName = utils.String(d.Get("friendly_name").(string))
+ }
+
+ if d.HasChange("tags") {
+ update.Tags = tags.Expand(d.Get("tags").(map[string]interface{}))
+ }
+
+ if _, err := client.Update(ctx, id.ResourceGroup, id.Name, update); err != nil {
+ return fmt.Errorf("Error updating Machine Learning Workspace %q (Resource Group %q): %+v", id.Name, id.ResourceGroup, err)
+ }
+
+ return resourceArmMachineLearningWorkspaceRead(d, meta)
+}
+
+func resourceArmMachineLearningWorkspaceDelete(d *schema.ResourceData, meta interface{}) error {
+ client := meta.(*clients.Client).MachineLearning.WorkspacesClient
+ ctx, cancel := timeouts.ForDelete(meta.(*clients.Client).StopContext, d)
+ defer cancel()
+
+ id, err := parse.WorkspaceID(d.Id())
+ if err != nil {
+ return fmt.Errorf("Error parsing Machine Learning Workspace ID `%q`: %+v", d.Id(), err)
+ }
+
+ if _, err := client.Delete(ctx, id.ResourceGroup, id.Name); err != nil {
+ return fmt.Errorf("Error deleting Machine Learning Workspace %q (Resource Group %q): %+v", id.Name, id.ResourceGroup, err)
+ }
+
+ return nil
+}
+
+func validateStorageAccount(ctx context.Context, client *storage.AccountsClient, accountID string) error {
+ if accountID == "" {
+ return fmt.Errorf("Error validating Storage Account: Empty ID")
+ }
+
+ // TODO -- use parse function "github.com/terraform-providers/terraform-provider-azurerm/azurerm/internal/services/storage/parsers".ParseAccountID
+ // when issue https://github.com/Azure/azure-rest-api-specs/issues/8323 is addressed
+ id, err := parse.AccountIDCaseDiffSuppress(accountID)
+ if err != nil {
+ return fmt.Errorf("Error validating Storage Account: %+v", err)
+ }
+
+ account, err := client.GetProperties(ctx, id.ResourceGroup, id.Name, "")
+ if err != nil {
+ return fmt.Errorf("Error validating Storage Account %q (Resource Group %q): %+v", id.Name, id.ResourceGroup, err)
+ }
+ if sku := account.Sku; sku != nil {
+ if sku.Tier == storage.Premium {
+ return fmt.Errorf("Error validating Storage Account %q (Resource Group %q): The associated Storage Account must not be Premium", id.Name, id.ResourceGroup)
+ }
+ }
+
+ return nil
+}
+
+func validateContainerRegistry(ctx context.Context, client *containerregistry.RegistriesClient, acrID *string) error {
+ if acrID == nil {
+ return nil
+ }
+
+ // TODO: use container registry's custom ID parse function when implemented
+ id, err := azure.ParseAzureResourceID(*acrID)
+ if err != nil {
+ return fmt.Errorf("Error validating Container Registry: %+v", err)
+ }
+
+ acrName := id.Path["registries"]
+ resourceGroup := id.ResourceGroup
+ acr, err := client.Get(ctx, resourceGroup, acrName)
+ if err != nil {
+ return fmt.Errorf("Error validating Container Registry %q (Resource Group %q): %+v", acrName, resourceGroup, err)
+ }
+ if acr.AdminUserEnabled == nil || !*acr.AdminUserEnabled {
+ return fmt.Errorf("Error validating Container Registry%q (Resource Group %q): The associated Container Registry must set `admin_enabled` to true", acrName, resourceGroup)
+ }
+
+ return nil
+}
+
+func expandArmMachineLearningWorkspaceIdentity(input []interface{}) *machinelearningservices.Identity {
+ if len(input) == 0 {
+ return nil
+ }
+
+ v := input[0].(map[string]interface{})
+
+ identityType := machinelearningservices.ResourceIdentityType(v["type"].(string))
+
+ identity := machinelearningservices.Identity{
+ Type: identityType,
+ }
+
+ return &identity
+}
+
+func flattenArmMachineLearningWorkspaceIdentity(identity *machinelearningservices.Identity) []interface{} {
+ if identity == nil {
+ return []interface{}{}
+ }
+
+ t := string(identity.Type)
+
+ principalID := ""
+ if identity.PrincipalID != nil {
+ principalID = *identity.PrincipalID
+ }
+
+ tenantID := ""
+ if identity.TenantID != nil {
+ tenantID = *identity.TenantID
+ }
+
+ return []interface{}{
+ map[string]interface{}{
+ "type": t,
+ "principal_id": principalID,
+ "tenant_id": tenantID,
+ },
+ }
+}
diff --git a/azurerm/internal/services/machinelearning/tests/data_source_machine_learning_workspace_test.go b/azurerm/internal/services/machinelearning/tests/data_source_machine_learning_workspace_test.go
new file mode 100644
index 000000000000..392fa61a2fe8
--- /dev/null
+++ b/azurerm/internal/services/machinelearning/tests/data_source_machine_learning_workspace_test.go
@@ -0,0 +1,39 @@
+package tests
+
+import (
+ "fmt"
+ "testing"
+
+ "github.com/hashicorp/terraform-plugin-sdk/helper/resource"
+ "github.com/terraform-providers/terraform-provider-azurerm/azurerm/internal/acceptance"
+)
+
+func TestAccDataSourceAzureRMMachineLearningWorkspace_basic(t *testing.T) {
+ data := acceptance.BuildTestData(t, "data.azurerm_machine_learning_workspace", "test")
+
+ resource.ParallelTest(t, resource.TestCase{
+ PreCheck: func() { acceptance.PreCheck(t) },
+ Providers: acceptance.SupportedProviders,
+ CheckDestroy: testCheckAzureRMMachineLearningWorkspaceDestroy,
+ Steps: []resource.TestStep{
+ {
+ Config: testAccDataSourceMachineLearningWorkspace_basic(data),
+ Check: resource.ComposeTestCheckFunc(
+ testCheckAzureRMMachineLearningWorkspaceExists(data.ResourceName),
+ ),
+ },
+ },
+ })
+}
+
+func testAccDataSourceMachineLearningWorkspace_basic(data acceptance.TestData) string {
+ config := testAccAzureRMMachineLearningWorkspace_basic(data)
+ return fmt.Sprintf(`
+%s
+
+data "azurerm_machine_learning_workspace" "test" {
+ name = azurerm_machine_learning_workspace.test.name
+ resource_group_name = azurerm_machine_learning_workspace.test.resource_group_name
+}
+`, config)
+}
diff --git a/azurerm/internal/services/machinelearning/tests/resource_arm_machine_learning_workspace_test.go b/azurerm/internal/services/machinelearning/tests/resource_arm_machine_learning_workspace_test.go
new file mode 100644
index 000000000000..1d36b0fefd7b
--- /dev/null
+++ b/azurerm/internal/services/machinelearning/tests/resource_arm_machine_learning_workspace_test.go
@@ -0,0 +1,365 @@
+package tests
+
+import (
+ "fmt"
+ "testing"
+
+ "github.com/hashicorp/terraform-plugin-sdk/helper/resource"
+ "github.com/hashicorp/terraform-plugin-sdk/terraform"
+ "github.com/terraform-providers/terraform-provider-azurerm/azurerm/internal/acceptance"
+ "github.com/terraform-providers/terraform-provider-azurerm/azurerm/internal/clients"
+ "github.com/terraform-providers/terraform-provider-azurerm/azurerm/internal/services/machinelearning/parse"
+ "github.com/terraform-providers/terraform-provider-azurerm/azurerm/utils"
+)
+
+func TestAccAzureRMMachineLearningWorkspace_basic(t *testing.T) {
+ data := acceptance.BuildTestData(t, "azurerm_machine_learning_workspace", "test")
+
+ resource.ParallelTest(t, resource.TestCase{
+ PreCheck: func() { acceptance.PreCheck(t) },
+ Providers: acceptance.SupportedProviders,
+ CheckDestroy: testCheckAzureRMMachineLearningWorkspaceDestroy,
+ Steps: []resource.TestStep{
+ {
+ Config: testAccAzureRMMachineLearningWorkspace_basic(data),
+ Check: resource.ComposeTestCheckFunc(
+ testCheckAzureRMMachineLearningWorkspaceExists(data.ResourceName),
+ ),
+ },
+ data.ImportStep(),
+ },
+ })
+}
+
+func TestAccAzureRMMachineLearningWorkspace_requiresImport(t *testing.T) {
+ data := acceptance.BuildTestData(t, "azurerm_machine_learning_workspace", "test")
+
+ resource.ParallelTest(t, resource.TestCase{
+ PreCheck: func() { acceptance.PreCheck(t) },
+ Providers: acceptance.SupportedProviders,
+ CheckDestroy: testCheckAzureRMMachineLearningWorkspaceDestroy,
+ Steps: []resource.TestStep{
+ {
+ Config: testAccAzureRMMachineLearningWorkspace_basic(data),
+ Check: resource.ComposeTestCheckFunc(
+ testCheckAzureRMMachineLearningWorkspaceExists(data.ResourceName),
+ ),
+ },
+ {
+ Config: testAccAzureRMMachineLearningWorkspace_requiresImport(data),
+ ExpectError: acceptance.RequiresImportError("azurerm_machine_learning_workspace"),
+ },
+ },
+ })
+}
+
+func TestAccAzureRMMachineLearningWorkspace_basicUpdate(t *testing.T) {
+ data := acceptance.BuildTestData(t, "azurerm_machine_learning_workspace", "test")
+
+ resource.ParallelTest(t, resource.TestCase{
+ PreCheck: func() { acceptance.PreCheck(t) },
+ Providers: acceptance.SupportedProviders,
+ CheckDestroy: testCheckAzureRMMachineLearningWorkspaceDestroy,
+ Steps: []resource.TestStep{
+ {
+ Config: testAccAzureRMMachineLearningWorkspace_basic(data),
+ Check: resource.ComposeTestCheckFunc(
+ testCheckAzureRMMachineLearningWorkspaceExists(data.ResourceName),
+ ),
+ },
+ data.ImportStep(),
+ {
+ Config: testAccAzureRMMachineLearningWorkspace_basicUpdated(data),
+ Check: resource.ComposeTestCheckFunc(
+ testCheckAzureRMMachineLearningWorkspaceExists(data.ResourceName),
+ resource.TestCheckResourceAttr(data.ResourceName, "friendly_name", "test-workspace"),
+ resource.TestCheckResourceAttr(data.ResourceName, "description", "Test machine learning workspace"),
+ resource.TestCheckResourceAttr(data.ResourceName, "tags.%", "1"),
+ ),
+ },
+ data.ImportStep(),
+ },
+ })
+}
+
+func TestAccAzureRMMachineLearningWorkspace_complete(t *testing.T) {
+ data := acceptance.BuildTestData(t, "azurerm_machine_learning_workspace", "test")
+
+ resource.ParallelTest(t, resource.TestCase{
+ PreCheck: func() { acceptance.PreCheck(t) },
+ Providers: acceptance.SupportedProviders,
+ CheckDestroy: testCheckAzureRMMachineLearningWorkspaceDestroy,
+ Steps: []resource.TestStep{
+ {
+ Config: testAccAzureRMMachineLearningWorkspace_complete(data),
+ Check: resource.ComposeTestCheckFunc(
+ testCheckAzureRMMachineLearningWorkspaceExists(data.ResourceName),
+ resource.TestCheckResourceAttr(data.ResourceName, "friendly_name", "test-workspace"),
+ resource.TestCheckResourceAttr(data.ResourceName, "description", "Test machine learning workspace"),
+ resource.TestCheckResourceAttr(data.ResourceName, "tags.%", "1"),
+ ),
+ },
+ data.ImportStep(),
+ },
+ })
+}
+
+func TestAccAzureRMMachineLearningWorkspace_completeUpdate(t *testing.T) {
+ data := acceptance.BuildTestData(t, "azurerm_machine_learning_workspace", "test")
+
+ resource.ParallelTest(t, resource.TestCase{
+ PreCheck: func() { acceptance.PreCheck(t) },
+ Providers: acceptance.SupportedProviders,
+ CheckDestroy: testCheckAzureRMMachineLearningWorkspaceDestroy,
+ Steps: []resource.TestStep{
+ {
+ Config: testAccAzureRMMachineLearningWorkspace_complete(data),
+ Check: resource.ComposeTestCheckFunc(
+ testCheckAzureRMMachineLearningWorkspaceExists(data.ResourceName),
+ resource.TestCheckResourceAttr(data.ResourceName, "friendly_name", "test-workspace"),
+ resource.TestCheckResourceAttr(data.ResourceName, "description", "Test machine learning workspace"),
+ resource.TestCheckResourceAttr(data.ResourceName, "tags.%", "1"),
+ ),
+ },
+ data.ImportStep(),
+ {
+ Config: testAccAzureRMMachineLearningWorkspace_completeUpdated(data),
+ Check: resource.ComposeTestCheckFunc(
+ testCheckAzureRMMachineLearningWorkspaceExists(data.ResourceName),
+ resource.TestCheckResourceAttr(data.ResourceName, "friendly_name", "test-workspace-updated"),
+ resource.TestCheckResourceAttr(data.ResourceName, "description", "Test machine learning workspace update"),
+ resource.TestCheckResourceAttr(data.ResourceName, "tags.%", "2"),
+ ),
+ },
+ data.ImportStep(),
+ },
+ })
+}
+
+func testCheckAzureRMMachineLearningWorkspaceExists(resourceName string) resource.TestCheckFunc {
+ return func(s *terraform.State) error {
+ rs, ok := s.RootModule().Resources[resourceName]
+ if !ok {
+ return fmt.Errorf("Machine Learning Workspace not found: %s", resourceName)
+ }
+
+ id, err := parse.WorkspaceID(rs.Primary.ID)
+ if err != nil {
+ return err
+ }
+
+ client := acceptance.AzureProvider.Meta().(*clients.Client).MachineLearning.WorkspacesClient
+ ctx := acceptance.AzureProvider.Meta().(*clients.Client).StopContext
+
+ if resp, err := client.Get(ctx, id.ResourceGroup, id.Name); err != nil {
+ if utils.ResponseWasNotFound(resp.Response) {
+ return fmt.Errorf("Bad: Machine Learning Workspace %q (Resource Group %q) does not exist", id.Name, id.ResourceGroup)
+ }
+ return fmt.Errorf("Bad: Get on machinelearningservices.WorkspacesClient: %+v", err)
+ }
+
+ return nil
+ }
+}
+
+func testCheckAzureRMMachineLearningWorkspaceDestroy(s *terraform.State) error {
+ client := acceptance.AzureProvider.Meta().(*clients.Client).MachineLearning.WorkspacesClient
+ ctx := acceptance.AzureProvider.Meta().(*clients.Client).StopContext
+
+ for _, rs := range s.RootModule().Resources {
+ if rs.Type != "azurerm_machine_learning_workspace" {
+ continue
+ }
+
+ id, err := parse.WorkspaceID(rs.Primary.ID)
+ if err != nil {
+ return err
+ }
+
+ if resp, err := client.Get(ctx, id.ResourceGroup, id.Name); err != nil {
+ if !utils.ResponseWasNotFound(resp.Response) {
+ return fmt.Errorf("Bad: Get on machinelearningservices.WorkspacesClient: %+v", err)
+ }
+ }
+
+ return nil
+ }
+
+ return nil
+}
+
+func testAccAzureRMMachineLearningWorkspace_basic(data acceptance.TestData) string {
+ template := testAccAzureRMMachineLearningWorkspace_template(data)
+ return fmt.Sprintf(`
+%s
+
+resource "azurerm_machine_learning_workspace" "test" {
+ name = "acctest-MLW-%d"
+ location = azurerm_resource_group.test.location
+ resource_group_name = azurerm_resource_group.test.name
+ application_insights_id = azurerm_application_insights.test.id
+ key_vault_id = azurerm_key_vault.test.id
+ storage_account_id = azurerm_storage_account.test.id
+
+ identity {
+ type = "SystemAssigned"
+ }
+}
+`, template, data.RandomIntOfLength(16))
+}
+
+func testAccAzureRMMachineLearningWorkspace_basicUpdated(data acceptance.TestData) string {
+ template := testAccAzureRMMachineLearningWorkspace_template(data)
+ return fmt.Sprintf(`
+%s
+
+resource "azurerm_machine_learning_workspace" "test" {
+ name = "acctest-MLW-%d"
+ location = azurerm_resource_group.test.location
+ resource_group_name = azurerm_resource_group.test.name
+ friendly_name = "test-workspace"
+ description = "Test machine learning workspace"
+ application_insights_id = azurerm_application_insights.test.id
+ key_vault_id = azurerm_key_vault.test.id
+ storage_account_id = azurerm_storage_account.test.id
+
+ identity {
+ type = "SystemAssigned"
+ }
+
+ tags = {
+ ENV = "Test"
+ }
+}
+`, template, data.RandomIntOfLength(16))
+}
+
+func testAccAzureRMMachineLearningWorkspace_complete(data acceptance.TestData) string {
+ template := testAccAzureRMMachineLearningWorkspace_template(data)
+ return fmt.Sprintf(`
+%[1]s
+
+resource "azurerm_container_registry" "test" {
+ name = "acctestacr%[2]d"
+ resource_group_name = azurerm_resource_group.test.name
+ location = azurerm_resource_group.test.location
+ sku = "Standard"
+ admin_enabled = true
+}
+
+resource "azurerm_machine_learning_workspace" "test" {
+ name = "acctest-MLW-%[2]d"
+ location = azurerm_resource_group.test.location
+ resource_group_name = azurerm_resource_group.test.name
+ friendly_name = "test-workspace"
+ description = "Test machine learning workspace"
+ application_insights_id = azurerm_application_insights.test.id
+ key_vault_id = azurerm_key_vault.test.id
+ storage_account_id = azurerm_storage_account.test.id
+ container_registry_id = azurerm_container_registry.test.id
+
+ identity {
+ type = "SystemAssigned"
+ }
+
+ tags = {
+ ENV = "Test"
+ }
+}
+`, template, data.RandomIntOfLength(16))
+}
+
+func testAccAzureRMMachineLearningWorkspace_completeUpdated(data acceptance.TestData) string {
+ template := testAccAzureRMMachineLearningWorkspace_template(data)
+ return fmt.Sprintf(`
+%[1]s
+
+resource "azurerm_container_registry" "test" {
+ name = "acctestacr%[2]d"
+ resource_group_name = azurerm_resource_group.test.name
+ location = azurerm_resource_group.test.location
+ sku = "Standard"
+ admin_enabled = true
+}
+
+resource "azurerm_machine_learning_workspace" "test" {
+ name = "acctest-MLW-%[2]d"
+ location = azurerm_resource_group.test.location
+ resource_group_name = azurerm_resource_group.test.name
+ friendly_name = "test-workspace-updated"
+ description = "Test machine learning workspace update"
+ application_insights_id = azurerm_application_insights.test.id
+ key_vault_id = azurerm_key_vault.test.id
+ storage_account_id = azurerm_storage_account.test.id
+ container_registry_id = azurerm_container_registry.test.id
+
+ identity {
+ type = "SystemAssigned"
+ }
+
+ tags = {
+ ENV = "Test"
+ FOO = "Updated"
+ }
+}
+`, template, data.RandomIntOfLength(16))
+}
+
+func testAccAzureRMMachineLearningWorkspace_requiresImport(data acceptance.TestData) string {
+ template := testAccAzureRMMachineLearningWorkspace_basic(data)
+ return fmt.Sprintf(`
+%s
+
+resource "azurerm_machine_learning_workspace" "import" {
+ name = azurerm_machine_learning_workspace.test.name
+ location = azurerm_machine_learning_workspace.test.location
+ resource_group_name = azurerm_machine_learning_workspace.test.resource_group_name
+ application_insights_id = azurerm_machine_learning_workspace.test.application_insights_id
+ key_vault_id = azurerm_machine_learning_workspace.test.key_vault_id
+ storage_account_id = azurerm_machine_learning_workspace.test.storage_account_id
+
+ identity {
+ type = "SystemAssigned"
+ }
+}
+`, template)
+}
+
+func testAccAzureRMMachineLearningWorkspace_template(data acceptance.TestData) string {
+ return fmt.Sprintf(`
+provider "azurerm" {
+ features {}
+}
+
+data "azurerm_client_config" "current" {}
+
+resource "azurerm_resource_group" "test" {
+ name = "acctestRG-ml-%[1]d"
+ location = "%[2]s"
+}
+
+resource "azurerm_application_insights" "test" {
+ name = "acctestai-%[1]d"
+ location = azurerm_resource_group.test.location
+ resource_group_name = azurerm_resource_group.test.name
+ application_type = "web"
+}
+
+resource "azurerm_key_vault" "test" {
+ name = "acctestvault%[3]d"
+ location = azurerm_resource_group.test.location
+ resource_group_name = azurerm_resource_group.test.name
+ tenant_id = data.azurerm_client_config.current.tenant_id
+
+ sku_name = "premium"
+}
+
+resource "azurerm_storage_account" "test" {
+ name = "acctestsa%[4]d"
+ location = azurerm_resource_group.test.location
+ resource_group_name = azurerm_resource_group.test.name
+ account_tier = "Standard"
+ account_replication_type = "LRS"
+}
+`, data.RandomInteger, data.Locations.Primary, data.RandomIntOfLength(12), data.RandomIntOfLength(15))
+}
diff --git a/azurerm/internal/services/machinelearning/validate/workspace.go b/azurerm/internal/services/machinelearning/validate/workspace.go
new file mode 100644
index 000000000000..d5063c631e5a
--- /dev/null
+++ b/azurerm/internal/services/machinelearning/validate/workspace.go
@@ -0,0 +1,38 @@
+package validate
+
+import (
+ "fmt"
+ "regexp"
+
+ "github.com/terraform-providers/terraform-provider-azurerm/azurerm/internal/services/machinelearning/parse"
+)
+
+func WorkspaceID(i interface{}, k string) (warnings []string, errors []error) {
+ v, ok := i.(string)
+ if !ok {
+ errors = append(errors, fmt.Errorf("expected type of %q to be string", k))
+ return
+ }
+
+ if _, err := parse.WorkspaceID(v); err != nil {
+ errors = append(errors, fmt.Errorf("Cannot parse %q as a resource id: %+v", k, err))
+ return
+ }
+
+ return warnings, errors
+}
+
+func WorkspaceName(i interface{}, k string) (warnings []string, errors []error) {
+ v, ok := i.(string)
+ if !ok {
+ errors = append(errors, fmt.Errorf("expected type of %q to be string", k))
+ return
+ }
+
+ // The portal says: The workspace name must be between 3 and 33 characters. The name may only include alphanumeric characters and '-'.
+ // If you provide invalid name, the rest api will return an error with the following regex.
+ if matched := regexp.MustCompile(`^[a-zA-Z0-9][\w-]{2,32}$`).Match([]byte(v)); !matched {
+ errors = append(errors, fmt.Errorf("%s must be between 3 and 33 characters, and may only include alphanumeric characters and '-'.", k))
+ }
+ return
+}
diff --git a/azurerm/internal/services/machinelearning/validate/workspace_test.go b/azurerm/internal/services/machinelearning/validate/workspace_test.go
new file mode 100644
index 000000000000..c0f007217d05
--- /dev/null
+++ b/azurerm/internal/services/machinelearning/validate/workspace_test.go
@@ -0,0 +1,71 @@
+package validate
+
+import "testing"
+
+func TestWorkspaceName(t *testing.T) {
+ testData := []struct {
+ input string
+ expected bool
+ }{
+ {
+ // empty
+ input: "",
+ expected: false,
+ },
+ {
+ // basic example
+ input: "hello",
+ expected: true,
+ },
+ {
+ // cannot start with a hyphen
+ input: "-hello",
+ expected: false,
+ },
+ {
+ // can end with a hyphen
+ input: "hello-",
+ expected: true,
+ },
+ {
+ // cannot contain other special symbols other than hyphens
+ input: "hello.world",
+ expected: false,
+ },
+ {
+ // hyphen in the middle
+ input: "hello-world",
+ expected: true,
+ },
+ {
+ // 2 chars
+ input: "ab",
+ expected: false,
+ },
+ {
+ // 3 chars
+ input: "abc",
+ expected: true,
+ },
+ {
+ // 33 chars
+ input: "abcdefghijklmnopqrstuvwxyzabcdefg",
+ expected: true,
+ },
+ {
+ // 34 chars
+ input: "abcdefghijklmnopqrstuvwxyzabcdefgh",
+ expected: false,
+ },
+ }
+
+ for _, v := range testData {
+ t.Logf("[DEBUG] Testing %q", v.input)
+
+ _, errors := WorkspaceName(v.input, "name")
+ actual := len(errors) == 0
+ if v.expected != actual {
+ t.Fatalf("Expected %t but got %t", v.expected, actual)
+ }
+ }
+}
diff --git a/vendor/github.com/Azure/azure-sdk-for-go/services/machinelearningservices/mgmt/2019-11-01/machinelearningservices/client.go b/vendor/github.com/Azure/azure-sdk-for-go/services/machinelearningservices/mgmt/2019-11-01/machinelearningservices/client.go
new file mode 100644
index 000000000000..340e934c8e21
--- /dev/null
+++ b/vendor/github.com/Azure/azure-sdk-for-go/services/machinelearningservices/mgmt/2019-11-01/machinelearningservices/client.go
@@ -0,0 +1,165 @@
+// Package machinelearningservices implements the Azure ARM Machinelearningservices service API version 2019-11-01.
+//
+// These APIs allow end users to operate on Azure Machine Learning Workspace resources.
+package machinelearningservices
+
+// Copyright (c) Microsoft and contributors. All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+//
+// See the License for the specific language governing permissions and
+// limitations under the License.
+//
+// Code generated by Microsoft (R) AutoRest Code Generator.
+// Changes may cause incorrect behavior and will be lost if the code is regenerated.
+
+import (
+ "context"
+ "github.com/Azure/go-autorest/autorest"
+ "github.com/Azure/go-autorest/autorest/azure"
+ "github.com/Azure/go-autorest/tracing"
+ "net/http"
+)
+
+const (
+ // DefaultBaseURI is the default URI used for the service Machinelearningservices
+ DefaultBaseURI = "https://management.azure.com"
+)
+
+// BaseClient is the base client for Machinelearningservices.
+type BaseClient struct {
+ autorest.Client
+ BaseURI string
+ SubscriptionID string
+}
+
+// New creates an instance of the BaseClient client.
+func New(subscriptionID string) BaseClient {
+ return NewWithBaseURI(DefaultBaseURI, subscriptionID)
+}
+
+// NewWithBaseURI creates an instance of the BaseClient client using a custom endpoint. Use this when interacting with
+// an Azure cloud that uses a non-standard base URI (sovereign clouds, Azure stack).
+func NewWithBaseURI(baseURI string, subscriptionID string) BaseClient {
+ return BaseClient{
+ Client: autorest.NewClientWithUserAgent(UserAgent()),
+ BaseURI: baseURI,
+ SubscriptionID: subscriptionID,
+ }
+}
+
+// ListSkus lists all skus with associated features
+func (client BaseClient) ListSkus(ctx context.Context) (result SkuListResultPage, err error) {
+ if tracing.IsEnabled() {
+ ctx = tracing.StartSpan(ctx, fqdn+"/BaseClient.ListSkus")
+ defer func() {
+ sc := -1
+ if result.slr.Response.Response != nil {
+ sc = result.slr.Response.Response.StatusCode
+ }
+ tracing.EndSpan(ctx, sc, err)
+ }()
+ }
+ result.fn = client.listSkusNextResults
+ req, err := client.ListSkusPreparer(ctx)
+ if err != nil {
+ err = autorest.NewErrorWithError(err, "machinelearningservices.BaseClient", "ListSkus", nil, "Failure preparing request")
+ return
+ }
+
+ resp, err := client.ListSkusSender(req)
+ if err != nil {
+ result.slr.Response = autorest.Response{Response: resp}
+ err = autorest.NewErrorWithError(err, "machinelearningservices.BaseClient", "ListSkus", resp, "Failure sending request")
+ return
+ }
+
+ result.slr, err = client.ListSkusResponder(resp)
+ if err != nil {
+ err = autorest.NewErrorWithError(err, "machinelearningservices.BaseClient", "ListSkus", resp, "Failure responding to request")
+ }
+
+ return
+}
+
+// ListSkusPreparer prepares the ListSkus request.
+func (client BaseClient) ListSkusPreparer(ctx context.Context) (*http.Request, error) {
+ pathParameters := map[string]interface{}{
+ "subscriptionId": autorest.Encode("path", client.SubscriptionID),
+ }
+
+ const APIVersion = "2019-11-01"
+ queryParameters := map[string]interface{}{
+ "api-version": APIVersion,
+ }
+
+ preparer := autorest.CreatePreparer(
+ autorest.AsGet(),
+ autorest.WithBaseURL(client.BaseURI),
+ autorest.WithPathParameters("/subscriptions/{subscriptionId}/providers/Microsoft.MachineLearningServices/workspaces/skus", pathParameters),
+ autorest.WithQueryParameters(queryParameters))
+ return preparer.Prepare((&http.Request{}).WithContext(ctx))
+}
+
+// ListSkusSender sends the ListSkus request. The method will close the
+// http.Response Body if it receives an error.
+func (client BaseClient) ListSkusSender(req *http.Request) (*http.Response, error) {
+ return client.Send(req, azure.DoRetryWithRegistration(client.Client))
+}
+
+// ListSkusResponder handles the response to the ListSkus request. The method always
+// closes the http.Response Body.
+func (client BaseClient) ListSkusResponder(resp *http.Response) (result SkuListResult, err error) {
+ err = autorest.Respond(
+ resp,
+ client.ByInspecting(),
+ azure.WithErrorUnlessStatusCode(http.StatusOK),
+ autorest.ByUnmarshallingJSON(&result),
+ autorest.ByClosing())
+ result.Response = autorest.Response{Response: resp}
+ return
+}
+
+// listSkusNextResults retrieves the next set of results, if any.
+func (client BaseClient) listSkusNextResults(ctx context.Context, lastResults SkuListResult) (result SkuListResult, err error) {
+ req, err := lastResults.skuListResultPreparer(ctx)
+ if err != nil {
+ return result, autorest.NewErrorWithError(err, "machinelearningservices.BaseClient", "listSkusNextResults", nil, "Failure preparing next results request")
+ }
+ if req == nil {
+ return
+ }
+ resp, err := client.ListSkusSender(req)
+ if err != nil {
+ result.Response = autorest.Response{Response: resp}
+ return result, autorest.NewErrorWithError(err, "machinelearningservices.BaseClient", "listSkusNextResults", resp, "Failure sending next results request")
+ }
+ result, err = client.ListSkusResponder(resp)
+ if err != nil {
+ err = autorest.NewErrorWithError(err, "machinelearningservices.BaseClient", "listSkusNextResults", resp, "Failure responding to next results request")
+ }
+ return
+}
+
+// ListSkusComplete enumerates all values, automatically crossing page boundaries as required.
+func (client BaseClient) ListSkusComplete(ctx context.Context) (result SkuListResultIterator, err error) {
+ if tracing.IsEnabled() {
+ ctx = tracing.StartSpan(ctx, fqdn+"/BaseClient.ListSkus")
+ defer func() {
+ sc := -1
+ if result.Response().Response.Response != nil {
+ sc = result.page.Response().Response.Response.StatusCode
+ }
+ tracing.EndSpan(ctx, sc, err)
+ }()
+ }
+ result.page, err = client.ListSkus(ctx)
+ return
+}
diff --git a/vendor/github.com/Azure/azure-sdk-for-go/services/machinelearningservices/mgmt/2019-11-01/machinelearningservices/machinelearningcompute.go b/vendor/github.com/Azure/azure-sdk-for-go/services/machinelearningservices/mgmt/2019-11-01/machinelearningservices/machinelearningcompute.go
new file mode 100644
index 000000000000..16e2b5ae6cff
--- /dev/null
+++ b/vendor/github.com/Azure/azure-sdk-for-go/services/machinelearningservices/mgmt/2019-11-01/machinelearningservices/machinelearningcompute.go
@@ -0,0 +1,641 @@
+package machinelearningservices
+
+// Copyright (c) Microsoft and contributors. All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+//
+// See the License for the specific language governing permissions and
+// limitations under the License.
+//
+// Code generated by Microsoft (R) AutoRest Code Generator.
+// Changes may cause incorrect behavior and will be lost if the code is regenerated.
+
+import (
+ "context"
+ "github.com/Azure/go-autorest/autorest"
+ "github.com/Azure/go-autorest/autorest/azure"
+ "github.com/Azure/go-autorest/tracing"
+ "net/http"
+)
+
+// MachineLearningComputeClient is the these APIs allow end users to operate on Azure Machine Learning Workspace
+// resources.
+type MachineLearningComputeClient struct {
+ BaseClient
+}
+
+// NewMachineLearningComputeClient creates an instance of the MachineLearningComputeClient client.
+func NewMachineLearningComputeClient(subscriptionID string) MachineLearningComputeClient {
+ return NewMachineLearningComputeClientWithBaseURI(DefaultBaseURI, subscriptionID)
+}
+
+// NewMachineLearningComputeClientWithBaseURI creates an instance of the MachineLearningComputeClient client using a
+// custom endpoint. Use this when interacting with an Azure cloud that uses a non-standard base URI (sovereign clouds,
+// Azure stack).
+func NewMachineLearningComputeClientWithBaseURI(baseURI string, subscriptionID string) MachineLearningComputeClient {
+ return MachineLearningComputeClient{NewWithBaseURI(baseURI, subscriptionID)}
+}
+
+// CreateOrUpdate creates or updates compute. This call will overwrite a compute if it exists. This is a nonrecoverable
+// operation. If your intent is to create a new compute, do a GET first to verify that it does not exist yet.
+// Parameters:
+// resourceGroupName - name of the resource group in which workspace is located.
+// workspaceName - name of Azure Machine Learning workspace.
+// computeName - name of the Azure Machine Learning compute.
+// parameters - payload with Machine Learning compute definition.
+func (client MachineLearningComputeClient) CreateOrUpdate(ctx context.Context, resourceGroupName string, workspaceName string, computeName string, parameters ComputeResource) (result MachineLearningComputeCreateOrUpdateFuture, err error) {
+ if tracing.IsEnabled() {
+ ctx = tracing.StartSpan(ctx, fqdn+"/MachineLearningComputeClient.CreateOrUpdate")
+ defer func() {
+ sc := -1
+ if result.Response() != nil {
+ sc = result.Response().StatusCode
+ }
+ tracing.EndSpan(ctx, sc, err)
+ }()
+ }
+ req, err := client.CreateOrUpdatePreparer(ctx, resourceGroupName, workspaceName, computeName, parameters)
+ if err != nil {
+ err = autorest.NewErrorWithError(err, "machinelearningservices.MachineLearningComputeClient", "CreateOrUpdate", nil, "Failure preparing request")
+ return
+ }
+
+ result, err = client.CreateOrUpdateSender(req)
+ if err != nil {
+ err = autorest.NewErrorWithError(err, "machinelearningservices.MachineLearningComputeClient", "CreateOrUpdate", result.Response(), "Failure sending request")
+ return
+ }
+
+ return
+}
+
+// CreateOrUpdatePreparer prepares the CreateOrUpdate request.
+func (client MachineLearningComputeClient) CreateOrUpdatePreparer(ctx context.Context, resourceGroupName string, workspaceName string, computeName string, parameters ComputeResource) (*http.Request, error) {
+ pathParameters := map[string]interface{}{
+ "computeName": autorest.Encode("path", computeName),
+ "resourceGroupName": autorest.Encode("path", resourceGroupName),
+ "subscriptionId": autorest.Encode("path", client.SubscriptionID),
+ "workspaceName": autorest.Encode("path", workspaceName),
+ }
+
+ const APIVersion = "2019-11-01"
+ queryParameters := map[string]interface{}{
+ "api-version": APIVersion,
+ }
+
+ preparer := autorest.CreatePreparer(
+ autorest.AsContentType("application/json; charset=utf-8"),
+ autorest.AsPut(),
+ autorest.WithBaseURL(client.BaseURI),
+ autorest.WithPathParameters("/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes/{computeName}", pathParameters),
+ autorest.WithJSON(parameters),
+ autorest.WithQueryParameters(queryParameters))
+ return preparer.Prepare((&http.Request{}).WithContext(ctx))
+}
+
+// CreateOrUpdateSender sends the CreateOrUpdate request. The method will close the
+// http.Response Body if it receives an error.
+func (client MachineLearningComputeClient) CreateOrUpdateSender(req *http.Request) (future MachineLearningComputeCreateOrUpdateFuture, err error) {
+ var resp *http.Response
+ resp, err = client.Send(req, azure.DoRetryWithRegistration(client.Client))
+ if err != nil {
+ return
+ }
+ future.Future, err = azure.NewFutureFromResponse(resp)
+ return
+}
+
+// CreateOrUpdateResponder handles the response to the CreateOrUpdate request. The method always
+// closes the http.Response Body.
+func (client MachineLearningComputeClient) CreateOrUpdateResponder(resp *http.Response) (result ComputeResource, err error) {
+ err = autorest.Respond(
+ resp,
+ client.ByInspecting(),
+ azure.WithErrorUnlessStatusCode(http.StatusOK, http.StatusCreated),
+ autorest.ByUnmarshallingJSON(&result),
+ autorest.ByClosing())
+ result.Response = autorest.Response{Response: resp}
+ return
+}
+
+// Delete deletes specified Machine Learning compute.
+// Parameters:
+// resourceGroupName - name of the resource group in which workspace is located.
+// workspaceName - name of Azure Machine Learning workspace.
+// computeName - name of the Azure Machine Learning compute.
+// underlyingResourceAction - delete the underlying compute if 'Delete', or detach the underlying compute from
+// workspace if 'Detach'.
+func (client MachineLearningComputeClient) Delete(ctx context.Context, resourceGroupName string, workspaceName string, computeName string, underlyingResourceAction UnderlyingResourceAction) (result MachineLearningComputeDeleteFuture, err error) {
+ if tracing.IsEnabled() {
+ ctx = tracing.StartSpan(ctx, fqdn+"/MachineLearningComputeClient.Delete")
+ defer func() {
+ sc := -1
+ if result.Response() != nil {
+ sc = result.Response().StatusCode
+ }
+ tracing.EndSpan(ctx, sc, err)
+ }()
+ }
+ req, err := client.DeletePreparer(ctx, resourceGroupName, workspaceName, computeName, underlyingResourceAction)
+ if err != nil {
+ err = autorest.NewErrorWithError(err, "machinelearningservices.MachineLearningComputeClient", "Delete", nil, "Failure preparing request")
+ return
+ }
+
+ result, err = client.DeleteSender(req)
+ if err != nil {
+ err = autorest.NewErrorWithError(err, "machinelearningservices.MachineLearningComputeClient", "Delete", result.Response(), "Failure sending request")
+ return
+ }
+
+ return
+}
+
+// DeletePreparer prepares the Delete request.
+func (client MachineLearningComputeClient) DeletePreparer(ctx context.Context, resourceGroupName string, workspaceName string, computeName string, underlyingResourceAction UnderlyingResourceAction) (*http.Request, error) {
+ pathParameters := map[string]interface{}{
+ "computeName": autorest.Encode("path", computeName),
+ "resourceGroupName": autorest.Encode("path", resourceGroupName),
+ "subscriptionId": autorest.Encode("path", client.SubscriptionID),
+ "workspaceName": autorest.Encode("path", workspaceName),
+ }
+
+ const APIVersion = "2019-11-01"
+ queryParameters := map[string]interface{}{
+ "api-version": APIVersion,
+ "underlyingResourceAction": autorest.Encode("query", underlyingResourceAction),
+ }
+
+ preparer := autorest.CreatePreparer(
+ autorest.AsDelete(),
+ autorest.WithBaseURL(client.BaseURI),
+ autorest.WithPathParameters("/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes/{computeName}", pathParameters),
+ autorest.WithQueryParameters(queryParameters))
+ return preparer.Prepare((&http.Request{}).WithContext(ctx))
+}
+
+// DeleteSender sends the Delete request. The method will close the
+// http.Response Body if it receives an error.
+func (client MachineLearningComputeClient) DeleteSender(req *http.Request) (future MachineLearningComputeDeleteFuture, err error) {
+ var resp *http.Response
+ resp, err = client.Send(req, azure.DoRetryWithRegistration(client.Client))
+ if err != nil {
+ return
+ }
+ future.Future, err = azure.NewFutureFromResponse(resp)
+ return
+}
+
+// DeleteResponder handles the response to the Delete request. The method always
+// closes the http.Response Body.
+func (client MachineLearningComputeClient) DeleteResponder(resp *http.Response) (result autorest.Response, err error) {
+ err = autorest.Respond(
+ resp,
+ client.ByInspecting(),
+ azure.WithErrorUnlessStatusCode(http.StatusOK, http.StatusAccepted),
+ autorest.ByClosing())
+ result.Response = resp
+ return
+}
+
+// Get gets compute definition by its name. Any secrets (storage keys, service credentials, etc) are not returned - use
+// 'keys' nested resource to get them.
+// Parameters:
+// resourceGroupName - name of the resource group in which workspace is located.
+// workspaceName - name of Azure Machine Learning workspace.
+// computeName - name of the Azure Machine Learning compute.
+func (client MachineLearningComputeClient) Get(ctx context.Context, resourceGroupName string, workspaceName string, computeName string) (result ComputeResource, err error) {
+ if tracing.IsEnabled() {
+ ctx = tracing.StartSpan(ctx, fqdn+"/MachineLearningComputeClient.Get")
+ defer func() {
+ sc := -1
+ if result.Response.Response != nil {
+ sc = result.Response.Response.StatusCode
+ }
+ tracing.EndSpan(ctx, sc, err)
+ }()
+ }
+ req, err := client.GetPreparer(ctx, resourceGroupName, workspaceName, computeName)
+ if err != nil {
+ err = autorest.NewErrorWithError(err, "machinelearningservices.MachineLearningComputeClient", "Get", nil, "Failure preparing request")
+ return
+ }
+
+ resp, err := client.GetSender(req)
+ if err != nil {
+ result.Response = autorest.Response{Response: resp}
+ err = autorest.NewErrorWithError(err, "machinelearningservices.MachineLearningComputeClient", "Get", resp, "Failure sending request")
+ return
+ }
+
+ result, err = client.GetResponder(resp)
+ if err != nil {
+ err = autorest.NewErrorWithError(err, "machinelearningservices.MachineLearningComputeClient", "Get", resp, "Failure responding to request")
+ }
+
+ return
+}
+
+// GetPreparer prepares the Get request.
+func (client MachineLearningComputeClient) GetPreparer(ctx context.Context, resourceGroupName string, workspaceName string, computeName string) (*http.Request, error) {
+ pathParameters := map[string]interface{}{
+ "computeName": autorest.Encode("path", computeName),
+ "resourceGroupName": autorest.Encode("path", resourceGroupName),
+ "subscriptionId": autorest.Encode("path", client.SubscriptionID),
+ "workspaceName": autorest.Encode("path", workspaceName),
+ }
+
+ const APIVersion = "2019-11-01"
+ queryParameters := map[string]interface{}{
+ "api-version": APIVersion,
+ }
+
+ preparer := autorest.CreatePreparer(
+ autorest.AsGet(),
+ autorest.WithBaseURL(client.BaseURI),
+ autorest.WithPathParameters("/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes/{computeName}", pathParameters),
+ autorest.WithQueryParameters(queryParameters))
+ return preparer.Prepare((&http.Request{}).WithContext(ctx))
+}
+
+// GetSender sends the Get request. The method will close the
+// http.Response Body if it receives an error.
+func (client MachineLearningComputeClient) GetSender(req *http.Request) (*http.Response, error) {
+ return client.Send(req, azure.DoRetryWithRegistration(client.Client))
+}
+
+// GetResponder handles the response to the Get request. The method always
+// closes the http.Response Body.
+func (client MachineLearningComputeClient) GetResponder(resp *http.Response) (result ComputeResource, err error) {
+ err = autorest.Respond(
+ resp,
+ client.ByInspecting(),
+ azure.WithErrorUnlessStatusCode(http.StatusOK),
+ autorest.ByUnmarshallingJSON(&result),
+ autorest.ByClosing())
+ result.Response = autorest.Response{Response: resp}
+ return
+}
+
+// ListByWorkspace gets computes in specified workspace.
+// Parameters:
+// resourceGroupName - name of the resource group in which workspace is located.
+// workspaceName - name of Azure Machine Learning workspace.
+// skiptoken - continuation token for pagination.
+func (client MachineLearningComputeClient) ListByWorkspace(ctx context.Context, resourceGroupName string, workspaceName string, skiptoken string) (result PaginatedComputeResourcesListPage, err error) {
+ if tracing.IsEnabled() {
+ ctx = tracing.StartSpan(ctx, fqdn+"/MachineLearningComputeClient.ListByWorkspace")
+ defer func() {
+ sc := -1
+ if result.pcrl.Response.Response != nil {
+ sc = result.pcrl.Response.Response.StatusCode
+ }
+ tracing.EndSpan(ctx, sc, err)
+ }()
+ }
+ result.fn = client.listByWorkspaceNextResults
+ req, err := client.ListByWorkspacePreparer(ctx, resourceGroupName, workspaceName, skiptoken)
+ if err != nil {
+ err = autorest.NewErrorWithError(err, "machinelearningservices.MachineLearningComputeClient", "ListByWorkspace", nil, "Failure preparing request")
+ return
+ }
+
+ resp, err := client.ListByWorkspaceSender(req)
+ if err != nil {
+ result.pcrl.Response = autorest.Response{Response: resp}
+ err = autorest.NewErrorWithError(err, "machinelearningservices.MachineLearningComputeClient", "ListByWorkspace", resp, "Failure sending request")
+ return
+ }
+
+ result.pcrl, err = client.ListByWorkspaceResponder(resp)
+ if err != nil {
+ err = autorest.NewErrorWithError(err, "machinelearningservices.MachineLearningComputeClient", "ListByWorkspace", resp, "Failure responding to request")
+ }
+
+ return
+}
+
+// ListByWorkspacePreparer prepares the ListByWorkspace request.
+func (client MachineLearningComputeClient) ListByWorkspacePreparer(ctx context.Context, resourceGroupName string, workspaceName string, skiptoken string) (*http.Request, error) {
+ pathParameters := map[string]interface{}{
+ "resourceGroupName": autorest.Encode("path", resourceGroupName),
+ "subscriptionId": autorest.Encode("path", client.SubscriptionID),
+ "workspaceName": autorest.Encode("path", workspaceName),
+ }
+
+ const APIVersion = "2019-11-01"
+ queryParameters := map[string]interface{}{
+ "api-version": APIVersion,
+ }
+ if len(skiptoken) > 0 {
+ queryParameters["$skiptoken"] = autorest.Encode("query", skiptoken)
+ }
+
+ preparer := autorest.CreatePreparer(
+ autorest.AsGet(),
+ autorest.WithBaseURL(client.BaseURI),
+ autorest.WithPathParameters("/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes", pathParameters),
+ autorest.WithQueryParameters(queryParameters))
+ return preparer.Prepare((&http.Request{}).WithContext(ctx))
+}
+
+// ListByWorkspaceSender sends the ListByWorkspace request. The method will close the
+// http.Response Body if it receives an error.
+func (client MachineLearningComputeClient) ListByWorkspaceSender(req *http.Request) (*http.Response, error) {
+ return client.Send(req, azure.DoRetryWithRegistration(client.Client))
+}
+
+// ListByWorkspaceResponder handles the response to the ListByWorkspace request. The method always
+// closes the http.Response Body.
+func (client MachineLearningComputeClient) ListByWorkspaceResponder(resp *http.Response) (result PaginatedComputeResourcesList, err error) {
+ err = autorest.Respond(
+ resp,
+ client.ByInspecting(),
+ azure.WithErrorUnlessStatusCode(http.StatusOK),
+ autorest.ByUnmarshallingJSON(&result),
+ autorest.ByClosing())
+ result.Response = autorest.Response{Response: resp}
+ return
+}
+
+// listByWorkspaceNextResults retrieves the next set of results, if any.
+func (client MachineLearningComputeClient) listByWorkspaceNextResults(ctx context.Context, lastResults PaginatedComputeResourcesList) (result PaginatedComputeResourcesList, err error) {
+ req, err := lastResults.paginatedComputeResourcesListPreparer(ctx)
+ if err != nil {
+ return result, autorest.NewErrorWithError(err, "machinelearningservices.MachineLearningComputeClient", "listByWorkspaceNextResults", nil, "Failure preparing next results request")
+ }
+ if req == nil {
+ return
+ }
+ resp, err := client.ListByWorkspaceSender(req)
+ if err != nil {
+ result.Response = autorest.Response{Response: resp}
+ return result, autorest.NewErrorWithError(err, "machinelearningservices.MachineLearningComputeClient", "listByWorkspaceNextResults", resp, "Failure sending next results request")
+ }
+ result, err = client.ListByWorkspaceResponder(resp)
+ if err != nil {
+ err = autorest.NewErrorWithError(err, "machinelearningservices.MachineLearningComputeClient", "listByWorkspaceNextResults", resp, "Failure responding to next results request")
+ }
+ return
+}
+
+// ListByWorkspaceComplete enumerates all values, automatically crossing page boundaries as required.
+func (client MachineLearningComputeClient) ListByWorkspaceComplete(ctx context.Context, resourceGroupName string, workspaceName string, skiptoken string) (result PaginatedComputeResourcesListIterator, err error) {
+ if tracing.IsEnabled() {
+ ctx = tracing.StartSpan(ctx, fqdn+"/MachineLearningComputeClient.ListByWorkspace")
+ defer func() {
+ sc := -1
+ if result.Response().Response.Response != nil {
+ sc = result.page.Response().Response.Response.StatusCode
+ }
+ tracing.EndSpan(ctx, sc, err)
+ }()
+ }
+ result.page, err = client.ListByWorkspace(ctx, resourceGroupName, workspaceName, skiptoken)
+ return
+}
+
+// ListKeys gets secrets related to Machine Learning compute (storage keys, service credentials, etc).
+// Parameters:
+// resourceGroupName - name of the resource group in which workspace is located.
+// workspaceName - name of Azure Machine Learning workspace.
+// computeName - name of the Azure Machine Learning compute.
+func (client MachineLearningComputeClient) ListKeys(ctx context.Context, resourceGroupName string, workspaceName string, computeName string) (result ComputeSecretsModel, err error) {
+ if tracing.IsEnabled() {
+ ctx = tracing.StartSpan(ctx, fqdn+"/MachineLearningComputeClient.ListKeys")
+ defer func() {
+ sc := -1
+ if result.Response.Response != nil {
+ sc = result.Response.Response.StatusCode
+ }
+ tracing.EndSpan(ctx, sc, err)
+ }()
+ }
+ req, err := client.ListKeysPreparer(ctx, resourceGroupName, workspaceName, computeName)
+ if err != nil {
+ err = autorest.NewErrorWithError(err, "machinelearningservices.MachineLearningComputeClient", "ListKeys", nil, "Failure preparing request")
+ return
+ }
+
+ resp, err := client.ListKeysSender(req)
+ if err != nil {
+ result.Response = autorest.Response{Response: resp}
+ err = autorest.NewErrorWithError(err, "machinelearningservices.MachineLearningComputeClient", "ListKeys", resp, "Failure sending request")
+ return
+ }
+
+ result, err = client.ListKeysResponder(resp)
+ if err != nil {
+ err = autorest.NewErrorWithError(err, "machinelearningservices.MachineLearningComputeClient", "ListKeys", resp, "Failure responding to request")
+ }
+
+ return
+}
+
+// ListKeysPreparer prepares the ListKeys request.
+func (client MachineLearningComputeClient) ListKeysPreparer(ctx context.Context, resourceGroupName string, workspaceName string, computeName string) (*http.Request, error) {
+ pathParameters := map[string]interface{}{
+ "computeName": autorest.Encode("path", computeName),
+ "resourceGroupName": autorest.Encode("path", resourceGroupName),
+ "subscriptionId": autorest.Encode("path", client.SubscriptionID),
+ "workspaceName": autorest.Encode("path", workspaceName),
+ }
+
+ const APIVersion = "2019-11-01"
+ queryParameters := map[string]interface{}{
+ "api-version": APIVersion,
+ }
+
+ preparer := autorest.CreatePreparer(
+ autorest.AsPost(),
+ autorest.WithBaseURL(client.BaseURI),
+ autorest.WithPathParameters("/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes/{computeName}/listKeys", pathParameters),
+ autorest.WithQueryParameters(queryParameters))
+ return preparer.Prepare((&http.Request{}).WithContext(ctx))
+}
+
+// ListKeysSender sends the ListKeys request. The method will close the
+// http.Response Body if it receives an error.
+func (client MachineLearningComputeClient) ListKeysSender(req *http.Request) (*http.Response, error) {
+ return client.Send(req, azure.DoRetryWithRegistration(client.Client))
+}
+
+// ListKeysResponder handles the response to the ListKeys request. The method always
+// closes the http.Response Body.
+func (client MachineLearningComputeClient) ListKeysResponder(resp *http.Response) (result ComputeSecretsModel, err error) {
+ err = autorest.Respond(
+ resp,
+ client.ByInspecting(),
+ azure.WithErrorUnlessStatusCode(http.StatusOK),
+ autorest.ByUnmarshallingJSON(&result),
+ autorest.ByClosing())
+ result.Response = autorest.Response{Response: resp}
+ return
+}
+
+// ListNodes get the details (e.g IP address, port etc) of all the compute nodes in the compute.
+// Parameters:
+// resourceGroupName - name of the resource group in which workspace is located.
+// workspaceName - name of Azure Machine Learning workspace.
+// computeName - name of the Azure Machine Learning compute.
+func (client MachineLearningComputeClient) ListNodes(ctx context.Context, resourceGroupName string, workspaceName string, computeName string) (result AmlComputeNodesInformation, err error) {
+ if tracing.IsEnabled() {
+ ctx = tracing.StartSpan(ctx, fqdn+"/MachineLearningComputeClient.ListNodes")
+ defer func() {
+ sc := -1
+ if result.Response.Response != nil {
+ sc = result.Response.Response.StatusCode
+ }
+ tracing.EndSpan(ctx, sc, err)
+ }()
+ }
+ req, err := client.ListNodesPreparer(ctx, resourceGroupName, workspaceName, computeName)
+ if err != nil {
+ err = autorest.NewErrorWithError(err, "machinelearningservices.MachineLearningComputeClient", "ListNodes", nil, "Failure preparing request")
+ return
+ }
+
+ resp, err := client.ListNodesSender(req)
+ if err != nil {
+ result.Response = autorest.Response{Response: resp}
+ err = autorest.NewErrorWithError(err, "machinelearningservices.MachineLearningComputeClient", "ListNodes", resp, "Failure sending request")
+ return
+ }
+
+ result, err = client.ListNodesResponder(resp)
+ if err != nil {
+ err = autorest.NewErrorWithError(err, "machinelearningservices.MachineLearningComputeClient", "ListNodes", resp, "Failure responding to request")
+ }
+
+ return
+}
+
+// ListNodesPreparer prepares the ListNodes request.
+func (client MachineLearningComputeClient) ListNodesPreparer(ctx context.Context, resourceGroupName string, workspaceName string, computeName string) (*http.Request, error) {
+ pathParameters := map[string]interface{}{
+ "computeName": autorest.Encode("path", computeName),
+ "resourceGroupName": autorest.Encode("path", resourceGroupName),
+ "subscriptionId": autorest.Encode("path", client.SubscriptionID),
+ "workspaceName": autorest.Encode("path", workspaceName),
+ }
+
+ const APIVersion = "2019-11-01"
+ queryParameters := map[string]interface{}{
+ "api-version": APIVersion,
+ }
+
+ preparer := autorest.CreatePreparer(
+ autorest.AsPost(),
+ autorest.WithBaseURL(client.BaseURI),
+ autorest.WithPathParameters("/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes/{computeName}/listNodes", pathParameters),
+ autorest.WithQueryParameters(queryParameters))
+ return preparer.Prepare((&http.Request{}).WithContext(ctx))
+}
+
+// ListNodesSender sends the ListNodes request. The method will close the
+// http.Response Body if it receives an error.
+func (client MachineLearningComputeClient) ListNodesSender(req *http.Request) (*http.Response, error) {
+ return client.Send(req, azure.DoRetryWithRegistration(client.Client))
+}
+
+// ListNodesResponder handles the response to the ListNodes request. The method always
+// closes the http.Response Body.
+func (client MachineLearningComputeClient) ListNodesResponder(resp *http.Response) (result AmlComputeNodesInformation, err error) {
+ err = autorest.Respond(
+ resp,
+ client.ByInspecting(),
+ azure.WithErrorUnlessStatusCode(http.StatusOK),
+ autorest.ByUnmarshallingJSON(&result),
+ autorest.ByClosing())
+ result.Response = autorest.Response{Response: resp}
+ return
+}
+
+// Update updates properties of a compute. This call will overwrite a compute if it exists. This is a nonrecoverable
+// operation.
+// Parameters:
+// resourceGroupName - name of the resource group in which workspace is located.
+// workspaceName - name of Azure Machine Learning workspace.
+// computeName - name of the Azure Machine Learning compute.
+// parameters - additional parameters for cluster update.
+func (client MachineLearningComputeClient) Update(ctx context.Context, resourceGroupName string, workspaceName string, computeName string, parameters ClusterUpdateParameters) (result MachineLearningComputeUpdateFuture, err error) {
+ if tracing.IsEnabled() {
+ ctx = tracing.StartSpan(ctx, fqdn+"/MachineLearningComputeClient.Update")
+ defer func() {
+ sc := -1
+ if result.Response() != nil {
+ sc = result.Response().StatusCode
+ }
+ tracing.EndSpan(ctx, sc, err)
+ }()
+ }
+ req, err := client.UpdatePreparer(ctx, resourceGroupName, workspaceName, computeName, parameters)
+ if err != nil {
+ err = autorest.NewErrorWithError(err, "machinelearningservices.MachineLearningComputeClient", "Update", nil, "Failure preparing request")
+ return
+ }
+
+ result, err = client.UpdateSender(req)
+ if err != nil {
+ err = autorest.NewErrorWithError(err, "machinelearningservices.MachineLearningComputeClient", "Update", result.Response(), "Failure sending request")
+ return
+ }
+
+ return
+}
+
+// UpdatePreparer prepares the Update request.
+func (client MachineLearningComputeClient) UpdatePreparer(ctx context.Context, resourceGroupName string, workspaceName string, computeName string, parameters ClusterUpdateParameters) (*http.Request, error) {
+ pathParameters := map[string]interface{}{
+ "computeName": autorest.Encode("path", computeName),
+ "resourceGroupName": autorest.Encode("path", resourceGroupName),
+ "subscriptionId": autorest.Encode("path", client.SubscriptionID),
+ "workspaceName": autorest.Encode("path", workspaceName),
+ }
+
+ const APIVersion = "2019-11-01"
+ queryParameters := map[string]interface{}{
+ "api-version": APIVersion,
+ }
+
+ preparer := autorest.CreatePreparer(
+ autorest.AsContentType("application/json; charset=utf-8"),
+ autorest.AsPatch(),
+ autorest.WithBaseURL(client.BaseURI),
+ autorest.WithPathParameters("/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes/{computeName}", pathParameters),
+ autorest.WithJSON(parameters),
+ autorest.WithQueryParameters(queryParameters))
+ return preparer.Prepare((&http.Request{}).WithContext(ctx))
+}
+
+// UpdateSender sends the Update request. The method will close the
+// http.Response Body if it receives an error.
+func (client MachineLearningComputeClient) UpdateSender(req *http.Request) (future MachineLearningComputeUpdateFuture, err error) {
+ var resp *http.Response
+ resp, err = client.Send(req, azure.DoRetryWithRegistration(client.Client))
+ if err != nil {
+ return
+ }
+ future.Future, err = azure.NewFutureFromResponse(resp)
+ return
+}
+
+// UpdateResponder handles the response to the Update request. The method always
+// closes the http.Response Body.
+func (client MachineLearningComputeClient) UpdateResponder(resp *http.Response) (result ComputeResource, err error) {
+ err = autorest.Respond(
+ resp,
+ client.ByInspecting(),
+ azure.WithErrorUnlessStatusCode(http.StatusOK),
+ autorest.ByUnmarshallingJSON(&result),
+ autorest.ByClosing())
+ result.Response = autorest.Response{Response: resp}
+ return
+}
diff --git a/vendor/github.com/Azure/azure-sdk-for-go/services/machinelearningservices/mgmt/2019-11-01/machinelearningservices/models.go b/vendor/github.com/Azure/azure-sdk-for-go/services/machinelearningservices/mgmt/2019-11-01/machinelearningservices/models.go
new file mode 100644
index 000000000000..8c7b987c9756
--- /dev/null
+++ b/vendor/github.com/Azure/azure-sdk-for-go/services/machinelearningservices/mgmt/2019-11-01/machinelearningservices/models.go
@@ -0,0 +1,3379 @@
+package machinelearningservices
+
+// Copyright (c) Microsoft and contributors. All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+//
+// See the License for the specific language governing permissions and
+// limitations under the License.
+//
+// Code generated by Microsoft (R) AutoRest Code Generator.
+// Changes may cause incorrect behavior and will be lost if the code is regenerated.
+
+import (
+ "context"
+ "encoding/json"
+ "github.com/Azure/go-autorest/autorest"
+ "github.com/Azure/go-autorest/autorest/azure"
+ "github.com/Azure/go-autorest/autorest/date"
+ "github.com/Azure/go-autorest/autorest/to"
+ "github.com/Azure/go-autorest/tracing"
+ "net/http"
+)
+
+// The package's fully qualified name.
+const fqdn = "github.com/Azure/azure-sdk-for-go/services/machinelearningservices/mgmt/2019-11-01/machinelearningservices"
+
+// AllocationState enumerates the values for allocation state.
+type AllocationState string
+
+const (
+ // Resizing ...
+ Resizing AllocationState = "Resizing"
+ // Steady ...
+ Steady AllocationState = "Steady"
+)
+
+// PossibleAllocationStateValues returns an array of possible values for the AllocationState const type.
+func PossibleAllocationStateValues() []AllocationState {
+ return []AllocationState{Resizing, Steady}
+}
+
+// ComputeType enumerates the values for compute type.
+type ComputeType string
+
+const (
+ // ComputeTypeAKS ...
+ ComputeTypeAKS ComputeType = "AKS"
+ // ComputeTypeAmlCompute ...
+ ComputeTypeAmlCompute ComputeType = "AmlCompute"
+ // ComputeTypeDatabricks ...
+ ComputeTypeDatabricks ComputeType = "Databricks"
+ // ComputeTypeDataFactory ...
+ ComputeTypeDataFactory ComputeType = "DataFactory"
+ // ComputeTypeDataLakeAnalytics ...
+ ComputeTypeDataLakeAnalytics ComputeType = "DataLakeAnalytics"
+ // ComputeTypeHDInsight ...
+ ComputeTypeHDInsight ComputeType = "HDInsight"
+ // ComputeTypeVirtualMachine ...
+ ComputeTypeVirtualMachine ComputeType = "VirtualMachine"
+)
+
+// PossibleComputeTypeValues returns an array of possible values for the ComputeType const type.
+func PossibleComputeTypeValues() []ComputeType {
+ return []ComputeType{ComputeTypeAKS, ComputeTypeAmlCompute, ComputeTypeDatabricks, ComputeTypeDataFactory, ComputeTypeDataLakeAnalytics, ComputeTypeHDInsight, ComputeTypeVirtualMachine}
+}
+
+// ComputeTypeBasicCompute enumerates the values for compute type basic compute.
+type ComputeTypeBasicCompute string
+
+const (
+ // ComputeTypeAKS1 ...
+ ComputeTypeAKS1 ComputeTypeBasicCompute = "AKS"
+ // ComputeTypeAmlCompute1 ...
+ ComputeTypeAmlCompute1 ComputeTypeBasicCompute = "AmlCompute"
+ // ComputeTypeCompute ...
+ ComputeTypeCompute ComputeTypeBasicCompute = "Compute"
+ // ComputeTypeDatabricks1 ...
+ ComputeTypeDatabricks1 ComputeTypeBasicCompute = "Databricks"
+ // ComputeTypeDataFactory1 ...
+ ComputeTypeDataFactory1 ComputeTypeBasicCompute = "DataFactory"
+ // ComputeTypeDataLakeAnalytics1 ...
+ ComputeTypeDataLakeAnalytics1 ComputeTypeBasicCompute = "DataLakeAnalytics"
+ // ComputeTypeHDInsight1 ...
+ ComputeTypeHDInsight1 ComputeTypeBasicCompute = "HDInsight"
+ // ComputeTypeVirtualMachine1 ...
+ ComputeTypeVirtualMachine1 ComputeTypeBasicCompute = "VirtualMachine"
+)
+
+// PossibleComputeTypeBasicComputeValues returns an array of possible values for the ComputeTypeBasicCompute const type.
+func PossibleComputeTypeBasicComputeValues() []ComputeTypeBasicCompute {
+ return []ComputeTypeBasicCompute{ComputeTypeAKS1, ComputeTypeAmlCompute1, ComputeTypeCompute, ComputeTypeDatabricks1, ComputeTypeDataFactory1, ComputeTypeDataLakeAnalytics1, ComputeTypeHDInsight1, ComputeTypeVirtualMachine1}
+}
+
+// ComputeTypeBasicComputeNodesInformation enumerates the values for compute type basic compute nodes
+// information.
+type ComputeTypeBasicComputeNodesInformation string
+
+const (
+ // ComputeTypeBasicComputeNodesInformationComputeTypeAmlCompute ...
+ ComputeTypeBasicComputeNodesInformationComputeTypeAmlCompute ComputeTypeBasicComputeNodesInformation = "AmlCompute"
+ // ComputeTypeBasicComputeNodesInformationComputeTypeComputeNodesInformation ...
+ ComputeTypeBasicComputeNodesInformationComputeTypeComputeNodesInformation ComputeTypeBasicComputeNodesInformation = "ComputeNodesInformation"
+)
+
+// PossibleComputeTypeBasicComputeNodesInformationValues returns an array of possible values for the ComputeTypeBasicComputeNodesInformation const type.
+func PossibleComputeTypeBasicComputeNodesInformationValues() []ComputeTypeBasicComputeNodesInformation {
+ return []ComputeTypeBasicComputeNodesInformation{ComputeTypeBasicComputeNodesInformationComputeTypeAmlCompute, ComputeTypeBasicComputeNodesInformationComputeTypeComputeNodesInformation}
+}
+
+// ComputeTypeBasicComputeSecrets enumerates the values for compute type basic compute secrets.
+type ComputeTypeBasicComputeSecrets string
+
+const (
+ // ComputeTypeBasicComputeSecretsComputeTypeAKS ...
+ ComputeTypeBasicComputeSecretsComputeTypeAKS ComputeTypeBasicComputeSecrets = "AKS"
+ // ComputeTypeBasicComputeSecretsComputeTypeComputeSecrets ...
+ ComputeTypeBasicComputeSecretsComputeTypeComputeSecrets ComputeTypeBasicComputeSecrets = "ComputeSecrets"
+ // ComputeTypeBasicComputeSecretsComputeTypeDatabricks ...
+ ComputeTypeBasicComputeSecretsComputeTypeDatabricks ComputeTypeBasicComputeSecrets = "Databricks"
+ // ComputeTypeBasicComputeSecretsComputeTypeVirtualMachine ...
+ ComputeTypeBasicComputeSecretsComputeTypeVirtualMachine ComputeTypeBasicComputeSecrets = "VirtualMachine"
+)
+
+// PossibleComputeTypeBasicComputeSecretsValues returns an array of possible values for the ComputeTypeBasicComputeSecrets const type.
+func PossibleComputeTypeBasicComputeSecretsValues() []ComputeTypeBasicComputeSecrets {
+ return []ComputeTypeBasicComputeSecrets{ComputeTypeBasicComputeSecretsComputeTypeAKS, ComputeTypeBasicComputeSecretsComputeTypeComputeSecrets, ComputeTypeBasicComputeSecretsComputeTypeDatabricks, ComputeTypeBasicComputeSecretsComputeTypeVirtualMachine}
+}
+
+// NodeState enumerates the values for node state.
+type NodeState string
+
+const (
+ // Idle ...
+ Idle NodeState = "idle"
+ // Leaving ...
+ Leaving NodeState = "leaving"
+ // Preempted ...
+ Preempted NodeState = "preempted"
+ // Preparing ...
+ Preparing NodeState = "preparing"
+ // Running ...
+ Running NodeState = "running"
+ // Unusable ...
+ Unusable NodeState = "unusable"
+)
+
+// PossibleNodeStateValues returns an array of possible values for the NodeState const type.
+func PossibleNodeStateValues() []NodeState {
+ return []NodeState{Idle, Leaving, Preempted, Preparing, Running, Unusable}
+}
+
+// ProvisioningState enumerates the values for provisioning state.
+type ProvisioningState string
+
+const (
+ // Canceled ...
+ Canceled ProvisioningState = "Canceled"
+ // Creating ...
+ Creating ProvisioningState = "Creating"
+ // Deleting ...
+ Deleting ProvisioningState = "Deleting"
+ // Failed ...
+ Failed ProvisioningState = "Failed"
+ // Succeeded ...
+ Succeeded ProvisioningState = "Succeeded"
+ // Unknown ...
+ Unknown ProvisioningState = "Unknown"
+ // Updating ...
+ Updating ProvisioningState = "Updating"
+)
+
+// PossibleProvisioningStateValues returns an array of possible values for the ProvisioningState const type.
+func PossibleProvisioningStateValues() []ProvisioningState {
+ return []ProvisioningState{Canceled, Creating, Deleting, Failed, Succeeded, Unknown, Updating}
+}
+
+// QuotaUnit enumerates the values for quota unit.
+type QuotaUnit string
+
+const (
+ // Count ...
+ Count QuotaUnit = "Count"
+)
+
+// PossibleQuotaUnitValues returns an array of possible values for the QuotaUnit const type.
+func PossibleQuotaUnitValues() []QuotaUnit {
+ return []QuotaUnit{Count}
+}
+
+// ReasonCode enumerates the values for reason code.
+type ReasonCode string
+
+const (
+ // NotAvailableForRegion ...
+ NotAvailableForRegion ReasonCode = "NotAvailableForRegion"
+ // NotAvailableForSubscription ...
+ NotAvailableForSubscription ReasonCode = "NotAvailableForSubscription"
+ // NotSpecified ...
+ NotSpecified ReasonCode = "NotSpecified"
+)
+
+// PossibleReasonCodeValues returns an array of possible values for the ReasonCode const type.
+func PossibleReasonCodeValues() []ReasonCode {
+ return []ReasonCode{NotAvailableForRegion, NotAvailableForSubscription, NotSpecified}
+}
+
+// RemoteLoginPortPublicAccess enumerates the values for remote login port public access.
+type RemoteLoginPortPublicAccess string
+
+const (
+ // RemoteLoginPortPublicAccessDisabled ...
+ RemoteLoginPortPublicAccessDisabled RemoteLoginPortPublicAccess = "Disabled"
+ // RemoteLoginPortPublicAccessEnabled ...
+ RemoteLoginPortPublicAccessEnabled RemoteLoginPortPublicAccess = "Enabled"
+ // RemoteLoginPortPublicAccessNotSpecified ...
+ RemoteLoginPortPublicAccessNotSpecified RemoteLoginPortPublicAccess = "NotSpecified"
+)
+
+// PossibleRemoteLoginPortPublicAccessValues returns an array of possible values for the RemoteLoginPortPublicAccess const type.
+func PossibleRemoteLoginPortPublicAccessValues() []RemoteLoginPortPublicAccess {
+ return []RemoteLoginPortPublicAccess{RemoteLoginPortPublicAccessDisabled, RemoteLoginPortPublicAccessEnabled, RemoteLoginPortPublicAccessNotSpecified}
+}
+
+// ResourceIdentityType enumerates the values for resource identity type.
+type ResourceIdentityType string
+
+const (
+ // SystemAssigned ...
+ SystemAssigned ResourceIdentityType = "SystemAssigned"
+)
+
+// PossibleResourceIdentityTypeValues returns an array of possible values for the ResourceIdentityType const type.
+func PossibleResourceIdentityTypeValues() []ResourceIdentityType {
+ return []ResourceIdentityType{SystemAssigned}
+}
+
+// Status enumerates the values for status.
+type Status string
+
+const (
+ // Failure ...
+ Failure Status = "Failure"
+ // InvalidQuotaBelowClusterMinimum ...
+ InvalidQuotaBelowClusterMinimum Status = "InvalidQuotaBelowClusterMinimum"
+ // InvalidQuotaExceedsSubscriptionLimit ...
+ InvalidQuotaExceedsSubscriptionLimit Status = "InvalidQuotaExceedsSubscriptionLimit"
+ // InvalidVMFamilyName ...
+ InvalidVMFamilyName Status = "InvalidVMFamilyName"
+ // OperationNotEnabledForRegion ...
+ OperationNotEnabledForRegion Status = "OperationNotEnabledForRegion"
+ // OperationNotSupportedForSku ...
+ OperationNotSupportedForSku Status = "OperationNotSupportedForSku"
+ // Success ...
+ Success Status = "Success"
+ // Undefined ...
+ Undefined Status = "Undefined"
+)
+
+// PossibleStatusValues returns an array of possible values for the Status const type.
+func PossibleStatusValues() []Status {
+ return []Status{Failure, InvalidQuotaBelowClusterMinimum, InvalidQuotaExceedsSubscriptionLimit, InvalidVMFamilyName, OperationNotEnabledForRegion, OperationNotSupportedForSku, Success, Undefined}
+}
+
+// Status1 enumerates the values for status 1.
+type Status1 string
+
+const (
+ // Disabled ...
+ Disabled Status1 = "Disabled"
+ // Enabled ...
+ Enabled Status1 = "Enabled"
+)
+
+// PossibleStatus1Values returns an array of possible values for the Status1 const type.
+func PossibleStatus1Values() []Status1 {
+ return []Status1{Disabled, Enabled}
+}
+
+// UnderlyingResourceAction enumerates the values for underlying resource action.
+type UnderlyingResourceAction string
+
+const (
+ // Delete ...
+ Delete UnderlyingResourceAction = "Delete"
+ // Detach ...
+ Detach UnderlyingResourceAction = "Detach"
+)
+
+// PossibleUnderlyingResourceActionValues returns an array of possible values for the UnderlyingResourceAction const type.
+func PossibleUnderlyingResourceActionValues() []UnderlyingResourceAction {
+ return []UnderlyingResourceAction{Delete, Detach}
+}
+
+// UsageUnit enumerates the values for usage unit.
+type UsageUnit string
+
+const (
+ // UsageUnitCount ...
+ UsageUnitCount UsageUnit = "Count"
+)
+
+// PossibleUsageUnitValues returns an array of possible values for the UsageUnit const type.
+func PossibleUsageUnitValues() []UsageUnit {
+ return []UsageUnit{UsageUnitCount}
+}
+
+// VMPriority enumerates the values for vm priority.
+type VMPriority string
+
+const (
+ // Dedicated ...
+ Dedicated VMPriority = "Dedicated"
+ // LowPriority ...
+ LowPriority VMPriority = "LowPriority"
+)
+
+// PossibleVMPriorityValues returns an array of possible values for the VMPriority const type.
+func PossibleVMPriorityValues() []VMPriority {
+ return []VMPriority{Dedicated, LowPriority}
+}
+
+// AKS a Machine Learning compute based on AKS.
+type AKS struct {
+ // Properties - AKS properties
+ Properties *AKSProperties `json:"properties,omitempty"`
+ // ComputeLocation - Location for the underlying compute
+ ComputeLocation *string `json:"computeLocation,omitempty"`
+ // ProvisioningState - READ-ONLY; The provision state of the cluster. Valid values are Unknown, Updating, Provisioning, Succeeded, and Failed. Possible values include: 'Unknown', 'Updating', 'Creating', 'Deleting', 'Succeeded', 'Failed', 'Canceled'
+ ProvisioningState ProvisioningState `json:"provisioningState,omitempty"`
+ // Description - The description of the Machine Learning compute.
+ Description *string `json:"description,omitempty"`
+ // CreatedOn - READ-ONLY; The date and time when the compute was created.
+ CreatedOn *date.Time `json:"createdOn,omitempty"`
+ // ModifiedOn - READ-ONLY; The date and time when the compute was last modified.
+ ModifiedOn *date.Time `json:"modifiedOn,omitempty"`
+ // ResourceID - ARM resource id of the underlying compute
+ ResourceID *string `json:"resourceId,omitempty"`
+ // ProvisioningErrors - READ-ONLY; Errors during provisioning
+ ProvisioningErrors *[]Error `json:"provisioningErrors,omitempty"`
+ // IsAttachedCompute - READ-ONLY; Indicating whether the compute was provisioned by user and brought from outside if true, or machine learning service provisioned it if false.
+ IsAttachedCompute *bool `json:"isAttachedCompute,omitempty"`
+ // ComputeType - Possible values include: 'ComputeTypeCompute', 'ComputeTypeAKS1', 'ComputeTypeAmlCompute1', 'ComputeTypeVirtualMachine1', 'ComputeTypeHDInsight1', 'ComputeTypeDataFactory1', 'ComputeTypeDatabricks1', 'ComputeTypeDataLakeAnalytics1'
+ ComputeType ComputeTypeBasicCompute `json:"computeType,omitempty"`
+}
+
+// MarshalJSON is the custom marshaler for AKS.
+func (a AKS) MarshalJSON() ([]byte, error) {
+ a.ComputeType = ComputeTypeAKS1
+ objectMap := make(map[string]interface{})
+ if a.Properties != nil {
+ objectMap["properties"] = a.Properties
+ }
+ if a.ComputeLocation != nil {
+ objectMap["computeLocation"] = a.ComputeLocation
+ }
+ if a.Description != nil {
+ objectMap["description"] = a.Description
+ }
+ if a.ResourceID != nil {
+ objectMap["resourceId"] = a.ResourceID
+ }
+ if a.ComputeType != "" {
+ objectMap["computeType"] = a.ComputeType
+ }
+ return json.Marshal(objectMap)
+}
+
+// AsAKS is the BasicCompute implementation for AKS.
+func (a AKS) AsAKS() (*AKS, bool) {
+ return &a, true
+}
+
+// AsAmlCompute is the BasicCompute implementation for AKS.
+func (a AKS) AsAmlCompute() (*AmlCompute, bool) {
+ return nil, false
+}
+
+// AsVirtualMachine is the BasicCompute implementation for AKS.
+func (a AKS) AsVirtualMachine() (*VirtualMachine, bool) {
+ return nil, false
+}
+
+// AsHDInsight is the BasicCompute implementation for AKS.
+func (a AKS) AsHDInsight() (*HDInsight, bool) {
+ return nil, false
+}
+
+// AsDataFactory is the BasicCompute implementation for AKS.
+func (a AKS) AsDataFactory() (*DataFactory, bool) {
+ return nil, false
+}
+
+// AsDatabricks is the BasicCompute implementation for AKS.
+func (a AKS) AsDatabricks() (*Databricks, bool) {
+ return nil, false
+}
+
+// AsDataLakeAnalytics is the BasicCompute implementation for AKS.
+func (a AKS) AsDataLakeAnalytics() (*DataLakeAnalytics, bool) {
+ return nil, false
+}
+
+// AsCompute is the BasicCompute implementation for AKS.
+func (a AKS) AsCompute() (*Compute, bool) {
+ return nil, false
+}
+
+// AsBasicCompute is the BasicCompute implementation for AKS.
+func (a AKS) AsBasicCompute() (BasicCompute, bool) {
+ return &a, true
+}
+
+// AksComputeSecrets secrets related to a Machine Learning compute based on AKS.
+type AksComputeSecrets struct {
+ // UserKubeConfig - Content of kubeconfig file that can be used to connect to the Kubernetes cluster.
+ UserKubeConfig *string `json:"userKubeConfig,omitempty"`
+ // AdminKubeConfig - Content of kubeconfig file that can be used to connect to the Kubernetes cluster.
+ AdminKubeConfig *string `json:"adminKubeConfig,omitempty"`
+ // ImagePullSecretName - Image registry pull secret.
+ ImagePullSecretName *string `json:"imagePullSecretName,omitempty"`
+ // ComputeType - Possible values include: 'ComputeTypeBasicComputeSecretsComputeTypeComputeSecrets', 'ComputeTypeBasicComputeSecretsComputeTypeAKS', 'ComputeTypeBasicComputeSecretsComputeTypeVirtualMachine', 'ComputeTypeBasicComputeSecretsComputeTypeDatabricks'
+ ComputeType ComputeTypeBasicComputeSecrets `json:"computeType,omitempty"`
+}
+
+// MarshalJSON is the custom marshaler for AksComputeSecrets.
+func (acs AksComputeSecrets) MarshalJSON() ([]byte, error) {
+ acs.ComputeType = ComputeTypeBasicComputeSecretsComputeTypeAKS
+ objectMap := make(map[string]interface{})
+ if acs.UserKubeConfig != nil {
+ objectMap["userKubeConfig"] = acs.UserKubeConfig
+ }
+ if acs.AdminKubeConfig != nil {
+ objectMap["adminKubeConfig"] = acs.AdminKubeConfig
+ }
+ if acs.ImagePullSecretName != nil {
+ objectMap["imagePullSecretName"] = acs.ImagePullSecretName
+ }
+ if acs.ComputeType != "" {
+ objectMap["computeType"] = acs.ComputeType
+ }
+ return json.Marshal(objectMap)
+}
+
+// AsAksComputeSecrets is the BasicComputeSecrets implementation for AksComputeSecrets.
+func (acs AksComputeSecrets) AsAksComputeSecrets() (*AksComputeSecrets, bool) {
+ return &acs, true
+}
+
+// AsVirtualMachineSecrets is the BasicComputeSecrets implementation for AksComputeSecrets.
+func (acs AksComputeSecrets) AsVirtualMachineSecrets() (*VirtualMachineSecrets, bool) {
+ return nil, false
+}
+
+// AsDatabricksComputeSecrets is the BasicComputeSecrets implementation for AksComputeSecrets.
+func (acs AksComputeSecrets) AsDatabricksComputeSecrets() (*DatabricksComputeSecrets, bool) {
+ return nil, false
+}
+
+// AsComputeSecrets is the BasicComputeSecrets implementation for AksComputeSecrets.
+func (acs AksComputeSecrets) AsComputeSecrets() (*ComputeSecrets, bool) {
+ return nil, false
+}
+
+// AsBasicComputeSecrets is the BasicComputeSecrets implementation for AksComputeSecrets.
+func (acs AksComputeSecrets) AsBasicComputeSecrets() (BasicComputeSecrets, bool) {
+ return &acs, true
+}
+
+// AksNetworkingConfiguration advance configuration for AKS networking
+type AksNetworkingConfiguration struct {
+ // SubnetID - Virtual network subnet resource ID the compute nodes belong to
+ SubnetID *string `json:"subnetId,omitempty"`
+ // ServiceCidr - A CIDR notation IP range from which to assign service cluster IPs. It must not overlap with any Subnet IP ranges.
+ ServiceCidr *string `json:"serviceCidr,omitempty"`
+ // DNSServiceIP - An IP address assigned to the Kubernetes DNS service. It must be within the Kubernetes service address range specified in serviceCidr.
+ DNSServiceIP *string `json:"dnsServiceIP,omitempty"`
+ // DockerBridgeCidr - A CIDR notation IP range assigned to the Docker bridge network. It must not overlap with any Subnet IP ranges or the Kubernetes service address range.
+ DockerBridgeCidr *string `json:"dockerBridgeCidr,omitempty"`
+}
+
+// AKSProperties AKS properties
+type AKSProperties struct {
+ // ClusterFqdn - Cluster full qualified domain name
+ ClusterFqdn *string `json:"clusterFqdn,omitempty"`
+ // SystemServices - READ-ONLY; System services
+ SystemServices *[]SystemService `json:"systemServices,omitempty"`
+ // AgentCount - Number of agents
+ AgentCount *int32 `json:"agentCount,omitempty"`
+ // AgentVMSize - Agent virtual machine size
+ AgentVMSize *string `json:"agentVMSize,omitempty"`
+ // SslConfiguration - SSL configuration
+ SslConfiguration *SslConfiguration `json:"sslConfiguration,omitempty"`
+ // AksNetworkingConfiguration - AKS networking configuration for vnet
+ AksNetworkingConfiguration *AksNetworkingConfiguration `json:"aksNetworkingConfiguration,omitempty"`
+}
+
+// AmlCompute an Azure Machine Learning compute.
+type AmlCompute struct {
+ // Properties - AML Compute properties
+ Properties *AmlComputeProperties `json:"properties,omitempty"`
+ // ComputeLocation - Location for the underlying compute
+ ComputeLocation *string `json:"computeLocation,omitempty"`
+ // ProvisioningState - READ-ONLY; The provision state of the cluster. Valid values are Unknown, Updating, Provisioning, Succeeded, and Failed. Possible values include: 'Unknown', 'Updating', 'Creating', 'Deleting', 'Succeeded', 'Failed', 'Canceled'
+ ProvisioningState ProvisioningState `json:"provisioningState,omitempty"`
+ // Description - The description of the Machine Learning compute.
+ Description *string `json:"description,omitempty"`
+ // CreatedOn - READ-ONLY; The date and time when the compute was created.
+ CreatedOn *date.Time `json:"createdOn,omitempty"`
+ // ModifiedOn - READ-ONLY; The date and time when the compute was last modified.
+ ModifiedOn *date.Time `json:"modifiedOn,omitempty"`
+ // ResourceID - ARM resource id of the underlying compute
+ ResourceID *string `json:"resourceId,omitempty"`
+ // ProvisioningErrors - READ-ONLY; Errors during provisioning
+ ProvisioningErrors *[]Error `json:"provisioningErrors,omitempty"`
+ // IsAttachedCompute - READ-ONLY; Indicating whether the compute was provisioned by user and brought from outside if true, or machine learning service provisioned it if false.
+ IsAttachedCompute *bool `json:"isAttachedCompute,omitempty"`
+ // ComputeType - Possible values include: 'ComputeTypeCompute', 'ComputeTypeAKS1', 'ComputeTypeAmlCompute1', 'ComputeTypeVirtualMachine1', 'ComputeTypeHDInsight1', 'ComputeTypeDataFactory1', 'ComputeTypeDatabricks1', 'ComputeTypeDataLakeAnalytics1'
+ ComputeType ComputeTypeBasicCompute `json:"computeType,omitempty"`
+}
+
+// MarshalJSON is the custom marshaler for AmlCompute.
+func (ac AmlCompute) MarshalJSON() ([]byte, error) {
+ ac.ComputeType = ComputeTypeAmlCompute1
+ objectMap := make(map[string]interface{})
+ if ac.Properties != nil {
+ objectMap["properties"] = ac.Properties
+ }
+ if ac.ComputeLocation != nil {
+ objectMap["computeLocation"] = ac.ComputeLocation
+ }
+ if ac.Description != nil {
+ objectMap["description"] = ac.Description
+ }
+ if ac.ResourceID != nil {
+ objectMap["resourceId"] = ac.ResourceID
+ }
+ if ac.ComputeType != "" {
+ objectMap["computeType"] = ac.ComputeType
+ }
+ return json.Marshal(objectMap)
+}
+
+// AsAKS is the BasicCompute implementation for AmlCompute.
+func (ac AmlCompute) AsAKS() (*AKS, bool) {
+ return nil, false
+}
+
+// AsAmlCompute is the BasicCompute implementation for AmlCompute.
+func (ac AmlCompute) AsAmlCompute() (*AmlCompute, bool) {
+ return &ac, true
+}
+
+// AsVirtualMachine is the BasicCompute implementation for AmlCompute.
+func (ac AmlCompute) AsVirtualMachine() (*VirtualMachine, bool) {
+ return nil, false
+}
+
+// AsHDInsight is the BasicCompute implementation for AmlCompute.
+func (ac AmlCompute) AsHDInsight() (*HDInsight, bool) {
+ return nil, false
+}
+
+// AsDataFactory is the BasicCompute implementation for AmlCompute.
+func (ac AmlCompute) AsDataFactory() (*DataFactory, bool) {
+ return nil, false
+}
+
+// AsDatabricks is the BasicCompute implementation for AmlCompute.
+func (ac AmlCompute) AsDatabricks() (*Databricks, bool) {
+ return nil, false
+}
+
+// AsDataLakeAnalytics is the BasicCompute implementation for AmlCompute.
+func (ac AmlCompute) AsDataLakeAnalytics() (*DataLakeAnalytics, bool) {
+ return nil, false
+}
+
+// AsCompute is the BasicCompute implementation for AmlCompute.
+func (ac AmlCompute) AsCompute() (*Compute, bool) {
+ return nil, false
+}
+
+// AsBasicCompute is the BasicCompute implementation for AmlCompute.
+func (ac AmlCompute) AsBasicCompute() (BasicCompute, bool) {
+ return &ac, true
+}
+
+// AmlComputeNodeInformation compute node information related to a AmlCompute.
+type AmlComputeNodeInformation struct {
+ // NodeID - READ-ONLY; ID of the compute node.
+ NodeID *string `json:"nodeId,omitempty"`
+ // PrivateIPAddress - READ-ONLY; Private IP address of the compute node.
+ PrivateIPAddress *string `json:"privateIpAddress,omitempty"`
+ // PublicIPAddress - READ-ONLY; Public IP address of the compute node.
+ PublicIPAddress *string `json:"publicIpAddress,omitempty"`
+ // Port - READ-ONLY; SSH port number of the node.
+ Port *float64 `json:"port,omitempty"`
+ // NodeState - READ-ONLY; State of the compute node. Values are idle, running, preparing, unusable, leaving and preempted. Possible values include: 'Idle', 'Running', 'Preparing', 'Unusable', 'Leaving', 'Preempted'
+ NodeState NodeState `json:"nodeState,omitempty"`
+ // RunID - READ-ONLY; ID of the Experiment running on the node, if any else null.
+ RunID *string `json:"runId,omitempty"`
+}
+
+// AmlComputeNodesInformation compute node information related to a AmlCompute.
+type AmlComputeNodesInformation struct {
+ autorest.Response `json:"-"`
+ // Nodes - READ-ONLY; The collection of returned AmlCompute nodes details.
+ Nodes *[]AmlComputeNodeInformation `json:"nodes,omitempty"`
+ // NextLink - READ-ONLY; The continuation token.
+ NextLink *string `json:"nextLink,omitempty"`
+ // ComputeType - Possible values include: 'ComputeTypeBasicComputeNodesInformationComputeTypeComputeNodesInformation', 'ComputeTypeBasicComputeNodesInformationComputeTypeAmlCompute'
+ ComputeType ComputeTypeBasicComputeNodesInformation `json:"computeType,omitempty"`
+}
+
+// MarshalJSON is the custom marshaler for AmlComputeNodesInformation.
+func (acni AmlComputeNodesInformation) MarshalJSON() ([]byte, error) {
+ acni.ComputeType = ComputeTypeBasicComputeNodesInformationComputeTypeAmlCompute
+ objectMap := make(map[string]interface{})
+ if acni.ComputeType != "" {
+ objectMap["computeType"] = acni.ComputeType
+ }
+ return json.Marshal(objectMap)
+}
+
+// AsAmlComputeNodesInformation is the BasicComputeNodesInformation implementation for AmlComputeNodesInformation.
+func (acni AmlComputeNodesInformation) AsAmlComputeNodesInformation() (*AmlComputeNodesInformation, bool) {
+ return &acni, true
+}
+
+// AsComputeNodesInformation is the BasicComputeNodesInformation implementation for AmlComputeNodesInformation.
+func (acni AmlComputeNodesInformation) AsComputeNodesInformation() (*ComputeNodesInformation, bool) {
+ return nil, false
+}
+
+// AsBasicComputeNodesInformation is the BasicComputeNodesInformation implementation for AmlComputeNodesInformation.
+func (acni AmlComputeNodesInformation) AsBasicComputeNodesInformation() (BasicComputeNodesInformation, bool) {
+ return &acni, true
+}
+
+// AmlComputeProperties AML Compute properties
+type AmlComputeProperties struct {
+ // VMSize - Virtual Machine Size
+ VMSize *string `json:"vmSize,omitempty"`
+ // VMPriority - Virtual Machine priority. Possible values include: 'Dedicated', 'LowPriority'
+ VMPriority VMPriority `json:"vmPriority,omitempty"`
+ // ScaleSettings - Scale settings for AML Compute
+ ScaleSettings *ScaleSettings `json:"scaleSettings,omitempty"`
+ // UserAccountCredentials - Credentials for an administrator user account that will be created on each compute node.
+ UserAccountCredentials *UserAccountCredentials `json:"userAccountCredentials,omitempty"`
+ // Subnet - Virtual network subnet resource ID the compute nodes belong to.
+ Subnet *ResourceID `json:"subnet,omitempty"`
+ // RemoteLoginPortPublicAccess - State of the public SSH port. Possible values are: Disabled - Indicates that the public ssh port is closed on all nodes of the cluster. Enabled - Indicates that the public ssh port is open on all nodes of the cluster. NotSpecified - Indicates that the public ssh port is closed on all nodes of the cluster if VNet is defined, else is open all public nodes. It can be default only during cluster creation time, after creation it will be either enabled or disabled. Possible values include: 'RemoteLoginPortPublicAccessEnabled', 'RemoteLoginPortPublicAccessDisabled', 'RemoteLoginPortPublicAccessNotSpecified'
+ RemoteLoginPortPublicAccess RemoteLoginPortPublicAccess `json:"remoteLoginPortPublicAccess,omitempty"`
+ // AllocationState - READ-ONLY; Allocation state of the compute. Possible values are: steady - Indicates that the compute is not resizing. There are no changes to the number of compute nodes in the compute in progress. A compute enters this state when it is created and when no operations are being performed on the compute to change the number of compute nodes. resizing - Indicates that the compute is resizing; that is, compute nodes are being added to or removed from the compute. Possible values include: 'Steady', 'Resizing'
+ AllocationState AllocationState `json:"allocationState,omitempty"`
+ // AllocationStateTransitionTime - READ-ONLY; The time at which the compute entered its current allocation state.
+ AllocationStateTransitionTime *date.Time `json:"allocationStateTransitionTime,omitempty"`
+ // Errors - READ-ONLY; Collection of errors encountered by various compute nodes during node setup.
+ Errors *[]Error `json:"errors,omitempty"`
+ // CurrentNodeCount - READ-ONLY; The number of compute nodes currently assigned to the compute.
+ CurrentNodeCount *int32 `json:"currentNodeCount,omitempty"`
+ // TargetNodeCount - READ-ONLY; The target number of compute nodes for the compute. If the allocationState is resizing, this property denotes the target node count for the ongoing resize operation. If the allocationState is steady, this property denotes the target node count for the previous resize operation.
+ TargetNodeCount *int32 `json:"targetNodeCount,omitempty"`
+ // NodeStateCounts - READ-ONLY; Counts of various node states on the compute.
+ NodeStateCounts *NodeStateCounts `json:"nodeStateCounts,omitempty"`
+}
+
+// AmlUserFeature features enabled for a workspace
+type AmlUserFeature struct {
+ // ID - Specifies the feature ID
+ ID *string `json:"id,omitempty"`
+ // DisplayName - Specifies the feature name
+ DisplayName *string `json:"displayName,omitempty"`
+ // Description - Describes the feature for user experience
+ Description *string `json:"description,omitempty"`
+}
+
+// ClusterUpdateParameters amlCompute update parameters.
+type ClusterUpdateParameters struct {
+ // ClusterUpdateProperties - The properties of the amlCompute.
+ *ClusterUpdateProperties `json:"properties,omitempty"`
+}
+
+// MarshalJSON is the custom marshaler for ClusterUpdateParameters.
+func (cup ClusterUpdateParameters) MarshalJSON() ([]byte, error) {
+ objectMap := make(map[string]interface{})
+ if cup.ClusterUpdateProperties != nil {
+ objectMap["properties"] = cup.ClusterUpdateProperties
+ }
+ return json.Marshal(objectMap)
+}
+
+// UnmarshalJSON is the custom unmarshaler for ClusterUpdateParameters struct.
+func (cup *ClusterUpdateParameters) UnmarshalJSON(body []byte) error {
+ var m map[string]*json.RawMessage
+ err := json.Unmarshal(body, &m)
+ if err != nil {
+ return err
+ }
+ for k, v := range m {
+ switch k {
+ case "properties":
+ if v != nil {
+ var clusterUpdateProperties ClusterUpdateProperties
+ err = json.Unmarshal(*v, &clusterUpdateProperties)
+ if err != nil {
+ return err
+ }
+ cup.ClusterUpdateProperties = &clusterUpdateProperties
+ }
+ }
+ }
+
+ return nil
+}
+
+// ClusterUpdateProperties the properties of a amlCompute that need to be updated.
+type ClusterUpdateProperties struct {
+ // ScaleSettings - Desired scale settings for the amlCompute.
+ ScaleSettings *ScaleSettings `json:"scaleSettings,omitempty"`
+}
+
+// BasicCompute machine Learning compute object.
+type BasicCompute interface {
+ AsAKS() (*AKS, bool)
+ AsAmlCompute() (*AmlCompute, bool)
+ AsVirtualMachine() (*VirtualMachine, bool)
+ AsHDInsight() (*HDInsight, bool)
+ AsDataFactory() (*DataFactory, bool)
+ AsDatabricks() (*Databricks, bool)
+ AsDataLakeAnalytics() (*DataLakeAnalytics, bool)
+ AsCompute() (*Compute, bool)
+}
+
+// Compute machine Learning compute object.
+type Compute struct {
+ // ComputeLocation - Location for the underlying compute
+ ComputeLocation *string `json:"computeLocation,omitempty"`
+ // ProvisioningState - READ-ONLY; The provision state of the cluster. Valid values are Unknown, Updating, Provisioning, Succeeded, and Failed. Possible values include: 'Unknown', 'Updating', 'Creating', 'Deleting', 'Succeeded', 'Failed', 'Canceled'
+ ProvisioningState ProvisioningState `json:"provisioningState,omitempty"`
+ // Description - The description of the Machine Learning compute.
+ Description *string `json:"description,omitempty"`
+ // CreatedOn - READ-ONLY; The date and time when the compute was created.
+ CreatedOn *date.Time `json:"createdOn,omitempty"`
+ // ModifiedOn - READ-ONLY; The date and time when the compute was last modified.
+ ModifiedOn *date.Time `json:"modifiedOn,omitempty"`
+ // ResourceID - ARM resource id of the underlying compute
+ ResourceID *string `json:"resourceId,omitempty"`
+ // ProvisioningErrors - READ-ONLY; Errors during provisioning
+ ProvisioningErrors *[]Error `json:"provisioningErrors,omitempty"`
+ // IsAttachedCompute - READ-ONLY; Indicating whether the compute was provisioned by user and brought from outside if true, or machine learning service provisioned it if false.
+ IsAttachedCompute *bool `json:"isAttachedCompute,omitempty"`
+ // ComputeType - Possible values include: 'ComputeTypeCompute', 'ComputeTypeAKS1', 'ComputeTypeAmlCompute1', 'ComputeTypeVirtualMachine1', 'ComputeTypeHDInsight1', 'ComputeTypeDataFactory1', 'ComputeTypeDatabricks1', 'ComputeTypeDataLakeAnalytics1'
+ ComputeType ComputeTypeBasicCompute `json:"computeType,omitempty"`
+}
+
+func unmarshalBasicCompute(body []byte) (BasicCompute, error) {
+ var m map[string]interface{}
+ err := json.Unmarshal(body, &m)
+ if err != nil {
+ return nil, err
+ }
+
+ switch m["computeType"] {
+ case string(ComputeTypeAKS1):
+ var a AKS
+ err := json.Unmarshal(body, &a)
+ return a, err
+ case string(ComputeTypeAmlCompute1):
+ var ac AmlCompute
+ err := json.Unmarshal(body, &ac)
+ return ac, err
+ case string(ComputeTypeVirtualMachine1):
+ var VM VirtualMachine
+ err := json.Unmarshal(body, &VM)
+ return VM, err
+ case string(ComputeTypeHDInsight1):
+ var hi HDInsight
+ err := json.Unmarshal(body, &hi)
+ return hi, err
+ case string(ComputeTypeDataFactory1):
+ var df DataFactory
+ err := json.Unmarshal(body, &df)
+ return df, err
+ case string(ComputeTypeDatabricks1):
+ var d Databricks
+ err := json.Unmarshal(body, &d)
+ return d, err
+ case string(ComputeTypeDataLakeAnalytics1):
+ var dla DataLakeAnalytics
+ err := json.Unmarshal(body, &dla)
+ return dla, err
+ default:
+ var c Compute
+ err := json.Unmarshal(body, &c)
+ return c, err
+ }
+}
+func unmarshalBasicComputeArray(body []byte) ([]BasicCompute, error) {
+ var rawMessages []*json.RawMessage
+ err := json.Unmarshal(body, &rawMessages)
+ if err != nil {
+ return nil, err
+ }
+
+ cArray := make([]BasicCompute, len(rawMessages))
+
+ for index, rawMessage := range rawMessages {
+ c, err := unmarshalBasicCompute(*rawMessage)
+ if err != nil {
+ return nil, err
+ }
+ cArray[index] = c
+ }
+ return cArray, nil
+}
+
+// MarshalJSON is the custom marshaler for Compute.
+func (c Compute) MarshalJSON() ([]byte, error) {
+ c.ComputeType = ComputeTypeCompute
+ objectMap := make(map[string]interface{})
+ if c.ComputeLocation != nil {
+ objectMap["computeLocation"] = c.ComputeLocation
+ }
+ if c.Description != nil {
+ objectMap["description"] = c.Description
+ }
+ if c.ResourceID != nil {
+ objectMap["resourceId"] = c.ResourceID
+ }
+ if c.ComputeType != "" {
+ objectMap["computeType"] = c.ComputeType
+ }
+ return json.Marshal(objectMap)
+}
+
+// AsAKS is the BasicCompute implementation for Compute.
+func (c Compute) AsAKS() (*AKS, bool) {
+ return nil, false
+}
+
+// AsAmlCompute is the BasicCompute implementation for Compute.
+func (c Compute) AsAmlCompute() (*AmlCompute, bool) {
+ return nil, false
+}
+
+// AsVirtualMachine is the BasicCompute implementation for Compute.
+func (c Compute) AsVirtualMachine() (*VirtualMachine, bool) {
+ return nil, false
+}
+
+// AsHDInsight is the BasicCompute implementation for Compute.
+func (c Compute) AsHDInsight() (*HDInsight, bool) {
+ return nil, false
+}
+
+// AsDataFactory is the BasicCompute implementation for Compute.
+func (c Compute) AsDataFactory() (*DataFactory, bool) {
+ return nil, false
+}
+
+// AsDatabricks is the BasicCompute implementation for Compute.
+func (c Compute) AsDatabricks() (*Databricks, bool) {
+ return nil, false
+}
+
+// AsDataLakeAnalytics is the BasicCompute implementation for Compute.
+func (c Compute) AsDataLakeAnalytics() (*DataLakeAnalytics, bool) {
+ return nil, false
+}
+
+// AsCompute is the BasicCompute implementation for Compute.
+func (c Compute) AsCompute() (*Compute, bool) {
+ return &c, true
+}
+
+// AsBasicCompute is the BasicCompute implementation for Compute.
+func (c Compute) AsBasicCompute() (BasicCompute, bool) {
+ return &c, true
+}
+
+// BasicComputeNodesInformation compute nodes information related to a Machine Learning compute. Might differ for every
+// type of compute.
+type BasicComputeNodesInformation interface {
+ AsAmlComputeNodesInformation() (*AmlComputeNodesInformation, bool)
+ AsComputeNodesInformation() (*ComputeNodesInformation, bool)
+}
+
+// ComputeNodesInformation compute nodes information related to a Machine Learning compute. Might differ for
+// every type of compute.
+type ComputeNodesInformation struct {
+ // NextLink - READ-ONLY; The continuation token.
+ NextLink *string `json:"nextLink,omitempty"`
+ // ComputeType - Possible values include: 'ComputeTypeBasicComputeNodesInformationComputeTypeComputeNodesInformation', 'ComputeTypeBasicComputeNodesInformationComputeTypeAmlCompute'
+ ComputeType ComputeTypeBasicComputeNodesInformation `json:"computeType,omitempty"`
+}
+
+func unmarshalBasicComputeNodesInformation(body []byte) (BasicComputeNodesInformation, error) {
+ var m map[string]interface{}
+ err := json.Unmarshal(body, &m)
+ if err != nil {
+ return nil, err
+ }
+
+ switch m["computeType"] {
+ case string(ComputeTypeBasicComputeNodesInformationComputeTypeAmlCompute):
+ var acni AmlComputeNodesInformation
+ err := json.Unmarshal(body, &acni)
+ return acni, err
+ default:
+ var cni ComputeNodesInformation
+ err := json.Unmarshal(body, &cni)
+ return cni, err
+ }
+}
+func unmarshalBasicComputeNodesInformationArray(body []byte) ([]BasicComputeNodesInformation, error) {
+ var rawMessages []*json.RawMessage
+ err := json.Unmarshal(body, &rawMessages)
+ if err != nil {
+ return nil, err
+ }
+
+ cniArray := make([]BasicComputeNodesInformation, len(rawMessages))
+
+ for index, rawMessage := range rawMessages {
+ cni, err := unmarshalBasicComputeNodesInformation(*rawMessage)
+ if err != nil {
+ return nil, err
+ }
+ cniArray[index] = cni
+ }
+ return cniArray, nil
+}
+
+// MarshalJSON is the custom marshaler for ComputeNodesInformation.
+func (cni ComputeNodesInformation) MarshalJSON() ([]byte, error) {
+ cni.ComputeType = ComputeTypeBasicComputeNodesInformationComputeTypeComputeNodesInformation
+ objectMap := make(map[string]interface{})
+ if cni.ComputeType != "" {
+ objectMap["computeType"] = cni.ComputeType
+ }
+ return json.Marshal(objectMap)
+}
+
+// AsAmlComputeNodesInformation is the BasicComputeNodesInformation implementation for ComputeNodesInformation.
+func (cni ComputeNodesInformation) AsAmlComputeNodesInformation() (*AmlComputeNodesInformation, bool) {
+ return nil, false
+}
+
+// AsComputeNodesInformation is the BasicComputeNodesInformation implementation for ComputeNodesInformation.
+func (cni ComputeNodesInformation) AsComputeNodesInformation() (*ComputeNodesInformation, bool) {
+ return &cni, true
+}
+
+// AsBasicComputeNodesInformation is the BasicComputeNodesInformation implementation for ComputeNodesInformation.
+func (cni ComputeNodesInformation) AsBasicComputeNodesInformation() (BasicComputeNodesInformation, bool) {
+ return &cni, true
+}
+
+// ComputeResource machine Learning compute object wrapped into ARM resource envelope.
+type ComputeResource struct {
+ autorest.Response `json:"-"`
+ // Properties - Compute properties
+ Properties BasicCompute `json:"properties,omitempty"`
+ // ID - READ-ONLY; Specifies the resource ID.
+ ID *string `json:"id,omitempty"`
+ // Name - READ-ONLY; Specifies the name of the resource.
+ Name *string `json:"name,omitempty"`
+ // Identity - The identity of the resource.
+ Identity *Identity `json:"identity,omitempty"`
+ // Location - Specifies the location of the resource.
+ Location *string `json:"location,omitempty"`
+ // Type - READ-ONLY; Specifies the type of the resource.
+ Type *string `json:"type,omitempty"`
+ // Tags - Contains resource tags defined as key/value pairs.
+ Tags map[string]*string `json:"tags"`
+ // Sku - The sku of the workspace.
+ Sku *Sku `json:"sku,omitempty"`
+}
+
+// MarshalJSON is the custom marshaler for ComputeResource.
+func (cr ComputeResource) MarshalJSON() ([]byte, error) {
+ objectMap := make(map[string]interface{})
+ objectMap["properties"] = cr.Properties
+ if cr.Identity != nil {
+ objectMap["identity"] = cr.Identity
+ }
+ if cr.Location != nil {
+ objectMap["location"] = cr.Location
+ }
+ if cr.Tags != nil {
+ objectMap["tags"] = cr.Tags
+ }
+ if cr.Sku != nil {
+ objectMap["sku"] = cr.Sku
+ }
+ return json.Marshal(objectMap)
+}
+
+// UnmarshalJSON is the custom unmarshaler for ComputeResource struct.
+func (cr *ComputeResource) UnmarshalJSON(body []byte) error {
+ var m map[string]*json.RawMessage
+ err := json.Unmarshal(body, &m)
+ if err != nil {
+ return err
+ }
+ for k, v := range m {
+ switch k {
+ case "properties":
+ if v != nil {
+ properties, err := unmarshalBasicCompute(*v)
+ if err != nil {
+ return err
+ }
+ cr.Properties = properties
+ }
+ case "id":
+ if v != nil {
+ var ID string
+ err = json.Unmarshal(*v, &ID)
+ if err != nil {
+ return err
+ }
+ cr.ID = &ID
+ }
+ case "name":
+ if v != nil {
+ var name string
+ err = json.Unmarshal(*v, &name)
+ if err != nil {
+ return err
+ }
+ cr.Name = &name
+ }
+ case "identity":
+ if v != nil {
+ var identity Identity
+ err = json.Unmarshal(*v, &identity)
+ if err != nil {
+ return err
+ }
+ cr.Identity = &identity
+ }
+ case "location":
+ if v != nil {
+ var location string
+ err = json.Unmarshal(*v, &location)
+ if err != nil {
+ return err
+ }
+ cr.Location = &location
+ }
+ case "type":
+ if v != nil {
+ var typeVar string
+ err = json.Unmarshal(*v, &typeVar)
+ if err != nil {
+ return err
+ }
+ cr.Type = &typeVar
+ }
+ case "tags":
+ if v != nil {
+ var tags map[string]*string
+ err = json.Unmarshal(*v, &tags)
+ if err != nil {
+ return err
+ }
+ cr.Tags = tags
+ }
+ case "sku":
+ if v != nil {
+ var sku Sku
+ err = json.Unmarshal(*v, &sku)
+ if err != nil {
+ return err
+ }
+ cr.Sku = &sku
+ }
+ }
+ }
+
+ return nil
+}
+
+// BasicComputeSecrets secrets related to a Machine Learning compute. Might differ for every type of compute.
+type BasicComputeSecrets interface {
+ AsAksComputeSecrets() (*AksComputeSecrets, bool)
+ AsVirtualMachineSecrets() (*VirtualMachineSecrets, bool)
+ AsDatabricksComputeSecrets() (*DatabricksComputeSecrets, bool)
+ AsComputeSecrets() (*ComputeSecrets, bool)
+}
+
+// ComputeSecrets secrets related to a Machine Learning compute. Might differ for every type of compute.
+type ComputeSecrets struct {
+ autorest.Response `json:"-"`
+ // ComputeType - Possible values include: 'ComputeTypeBasicComputeSecretsComputeTypeComputeSecrets', 'ComputeTypeBasicComputeSecretsComputeTypeAKS', 'ComputeTypeBasicComputeSecretsComputeTypeVirtualMachine', 'ComputeTypeBasicComputeSecretsComputeTypeDatabricks'
+ ComputeType ComputeTypeBasicComputeSecrets `json:"computeType,omitempty"`
+}
+
+func unmarshalBasicComputeSecrets(body []byte) (BasicComputeSecrets, error) {
+ var m map[string]interface{}
+ err := json.Unmarshal(body, &m)
+ if err != nil {
+ return nil, err
+ }
+
+ switch m["computeType"] {
+ case string(ComputeTypeBasicComputeSecretsComputeTypeAKS):
+ var acs AksComputeSecrets
+ err := json.Unmarshal(body, &acs)
+ return acs, err
+ case string(ComputeTypeBasicComputeSecretsComputeTypeVirtualMachine):
+ var vms VirtualMachineSecrets
+ err := json.Unmarshal(body, &vms)
+ return vms, err
+ case string(ComputeTypeBasicComputeSecretsComputeTypeDatabricks):
+ var dcs DatabricksComputeSecrets
+ err := json.Unmarshal(body, &dcs)
+ return dcs, err
+ default:
+ var cs ComputeSecrets
+ err := json.Unmarshal(body, &cs)
+ return cs, err
+ }
+}
+func unmarshalBasicComputeSecretsArray(body []byte) ([]BasicComputeSecrets, error) {
+ var rawMessages []*json.RawMessage
+ err := json.Unmarshal(body, &rawMessages)
+ if err != nil {
+ return nil, err
+ }
+
+ csArray := make([]BasicComputeSecrets, len(rawMessages))
+
+ for index, rawMessage := range rawMessages {
+ cs, err := unmarshalBasicComputeSecrets(*rawMessage)
+ if err != nil {
+ return nil, err
+ }
+ csArray[index] = cs
+ }
+ return csArray, nil
+}
+
+// MarshalJSON is the custom marshaler for ComputeSecrets.
+func (cs ComputeSecrets) MarshalJSON() ([]byte, error) {
+ cs.ComputeType = ComputeTypeBasicComputeSecretsComputeTypeComputeSecrets
+ objectMap := make(map[string]interface{})
+ if cs.ComputeType != "" {
+ objectMap["computeType"] = cs.ComputeType
+ }
+ return json.Marshal(objectMap)
+}
+
+// AsAksComputeSecrets is the BasicComputeSecrets implementation for ComputeSecrets.
+func (cs ComputeSecrets) AsAksComputeSecrets() (*AksComputeSecrets, bool) {
+ return nil, false
+}
+
+// AsVirtualMachineSecrets is the BasicComputeSecrets implementation for ComputeSecrets.
+func (cs ComputeSecrets) AsVirtualMachineSecrets() (*VirtualMachineSecrets, bool) {
+ return nil, false
+}
+
+// AsDatabricksComputeSecrets is the BasicComputeSecrets implementation for ComputeSecrets.
+func (cs ComputeSecrets) AsDatabricksComputeSecrets() (*DatabricksComputeSecrets, bool) {
+ return nil, false
+}
+
+// AsComputeSecrets is the BasicComputeSecrets implementation for ComputeSecrets.
+func (cs ComputeSecrets) AsComputeSecrets() (*ComputeSecrets, bool) {
+ return &cs, true
+}
+
+// AsBasicComputeSecrets is the BasicComputeSecrets implementation for ComputeSecrets.
+func (cs ComputeSecrets) AsBasicComputeSecrets() (BasicComputeSecrets, bool) {
+ return &cs, true
+}
+
+// ComputeSecretsModel ...
+type ComputeSecretsModel struct {
+ autorest.Response `json:"-"`
+ Value BasicComputeSecrets `json:"value,omitempty"`
+}
+
+// UnmarshalJSON is the custom unmarshaler for ComputeSecretsModel struct.
+func (csm *ComputeSecretsModel) UnmarshalJSON(body []byte) error {
+ cs, err := unmarshalBasicComputeSecrets(body)
+ if err != nil {
+ return err
+ }
+ csm.Value = cs
+
+ return nil
+}
+
+// Databricks a DataFactory compute.
+type Databricks struct {
+ Properties *DatabricksProperties `json:"properties,omitempty"`
+ // ComputeLocation - Location for the underlying compute
+ ComputeLocation *string `json:"computeLocation,omitempty"`
+ // ProvisioningState - READ-ONLY; The provision state of the cluster. Valid values are Unknown, Updating, Provisioning, Succeeded, and Failed. Possible values include: 'Unknown', 'Updating', 'Creating', 'Deleting', 'Succeeded', 'Failed', 'Canceled'
+ ProvisioningState ProvisioningState `json:"provisioningState,omitempty"`
+ // Description - The description of the Machine Learning compute.
+ Description *string `json:"description,omitempty"`
+ // CreatedOn - READ-ONLY; The date and time when the compute was created.
+ CreatedOn *date.Time `json:"createdOn,omitempty"`
+ // ModifiedOn - READ-ONLY; The date and time when the compute was last modified.
+ ModifiedOn *date.Time `json:"modifiedOn,omitempty"`
+ // ResourceID - ARM resource id of the underlying compute
+ ResourceID *string `json:"resourceId,omitempty"`
+ // ProvisioningErrors - READ-ONLY; Errors during provisioning
+ ProvisioningErrors *[]Error `json:"provisioningErrors,omitempty"`
+ // IsAttachedCompute - READ-ONLY; Indicating whether the compute was provisioned by user and brought from outside if true, or machine learning service provisioned it if false.
+ IsAttachedCompute *bool `json:"isAttachedCompute,omitempty"`
+ // ComputeType - Possible values include: 'ComputeTypeCompute', 'ComputeTypeAKS1', 'ComputeTypeAmlCompute1', 'ComputeTypeVirtualMachine1', 'ComputeTypeHDInsight1', 'ComputeTypeDataFactory1', 'ComputeTypeDatabricks1', 'ComputeTypeDataLakeAnalytics1'
+ ComputeType ComputeTypeBasicCompute `json:"computeType,omitempty"`
+}
+
+// MarshalJSON is the custom marshaler for Databricks.
+func (d Databricks) MarshalJSON() ([]byte, error) {
+ d.ComputeType = ComputeTypeDatabricks1
+ objectMap := make(map[string]interface{})
+ if d.Properties != nil {
+ objectMap["properties"] = d.Properties
+ }
+ if d.ComputeLocation != nil {
+ objectMap["computeLocation"] = d.ComputeLocation
+ }
+ if d.Description != nil {
+ objectMap["description"] = d.Description
+ }
+ if d.ResourceID != nil {
+ objectMap["resourceId"] = d.ResourceID
+ }
+ if d.ComputeType != "" {
+ objectMap["computeType"] = d.ComputeType
+ }
+ return json.Marshal(objectMap)
+}
+
+// AsAKS is the BasicCompute implementation for Databricks.
+func (d Databricks) AsAKS() (*AKS, bool) {
+ return nil, false
+}
+
+// AsAmlCompute is the BasicCompute implementation for Databricks.
+func (d Databricks) AsAmlCompute() (*AmlCompute, bool) {
+ return nil, false
+}
+
+// AsVirtualMachine is the BasicCompute implementation for Databricks.
+func (d Databricks) AsVirtualMachine() (*VirtualMachine, bool) {
+ return nil, false
+}
+
+// AsHDInsight is the BasicCompute implementation for Databricks.
+func (d Databricks) AsHDInsight() (*HDInsight, bool) {
+ return nil, false
+}
+
+// AsDataFactory is the BasicCompute implementation for Databricks.
+func (d Databricks) AsDataFactory() (*DataFactory, bool) {
+ return nil, false
+}
+
+// AsDatabricks is the BasicCompute implementation for Databricks.
+func (d Databricks) AsDatabricks() (*Databricks, bool) {
+ return &d, true
+}
+
+// AsDataLakeAnalytics is the BasicCompute implementation for Databricks.
+func (d Databricks) AsDataLakeAnalytics() (*DataLakeAnalytics, bool) {
+ return nil, false
+}
+
+// AsCompute is the BasicCompute implementation for Databricks.
+func (d Databricks) AsCompute() (*Compute, bool) {
+ return nil, false
+}
+
+// AsBasicCompute is the BasicCompute implementation for Databricks.
+func (d Databricks) AsBasicCompute() (BasicCompute, bool) {
+ return &d, true
+}
+
+// DatabricksComputeSecrets secrets related to a Machine Learning compute based on Databricks.
+type DatabricksComputeSecrets struct {
+ // DatabricksAccessToken - access token for databricks account.
+ DatabricksAccessToken *string `json:"databricksAccessToken,omitempty"`
+ // ComputeType - Possible values include: 'ComputeTypeBasicComputeSecretsComputeTypeComputeSecrets', 'ComputeTypeBasicComputeSecretsComputeTypeAKS', 'ComputeTypeBasicComputeSecretsComputeTypeVirtualMachine', 'ComputeTypeBasicComputeSecretsComputeTypeDatabricks'
+ ComputeType ComputeTypeBasicComputeSecrets `json:"computeType,omitempty"`
+}
+
+// MarshalJSON is the custom marshaler for DatabricksComputeSecrets.
+func (dcs DatabricksComputeSecrets) MarshalJSON() ([]byte, error) {
+ dcs.ComputeType = ComputeTypeBasicComputeSecretsComputeTypeDatabricks
+ objectMap := make(map[string]interface{})
+ if dcs.DatabricksAccessToken != nil {
+ objectMap["databricksAccessToken"] = dcs.DatabricksAccessToken
+ }
+ if dcs.ComputeType != "" {
+ objectMap["computeType"] = dcs.ComputeType
+ }
+ return json.Marshal(objectMap)
+}
+
+// AsAksComputeSecrets is the BasicComputeSecrets implementation for DatabricksComputeSecrets.
+func (dcs DatabricksComputeSecrets) AsAksComputeSecrets() (*AksComputeSecrets, bool) {
+ return nil, false
+}
+
+// AsVirtualMachineSecrets is the BasicComputeSecrets implementation for DatabricksComputeSecrets.
+func (dcs DatabricksComputeSecrets) AsVirtualMachineSecrets() (*VirtualMachineSecrets, bool) {
+ return nil, false
+}
+
+// AsDatabricksComputeSecrets is the BasicComputeSecrets implementation for DatabricksComputeSecrets.
+func (dcs DatabricksComputeSecrets) AsDatabricksComputeSecrets() (*DatabricksComputeSecrets, bool) {
+ return &dcs, true
+}
+
+// AsComputeSecrets is the BasicComputeSecrets implementation for DatabricksComputeSecrets.
+func (dcs DatabricksComputeSecrets) AsComputeSecrets() (*ComputeSecrets, bool) {
+ return nil, false
+}
+
+// AsBasicComputeSecrets is the BasicComputeSecrets implementation for DatabricksComputeSecrets.
+func (dcs DatabricksComputeSecrets) AsBasicComputeSecrets() (BasicComputeSecrets, bool) {
+ return &dcs, true
+}
+
+// DatabricksProperties ...
+type DatabricksProperties struct {
+ // DatabricksAccessToken - Databricks access token
+ DatabricksAccessToken *string `json:"databricksAccessToken,omitempty"`
+}
+
+// DataFactory a DataFactory compute.
+type DataFactory struct {
+ // ComputeLocation - Location for the underlying compute
+ ComputeLocation *string `json:"computeLocation,omitempty"`
+ // ProvisioningState - READ-ONLY; The provision state of the cluster. Valid values are Unknown, Updating, Provisioning, Succeeded, and Failed. Possible values include: 'Unknown', 'Updating', 'Creating', 'Deleting', 'Succeeded', 'Failed', 'Canceled'
+ ProvisioningState ProvisioningState `json:"provisioningState,omitempty"`
+ // Description - The description of the Machine Learning compute.
+ Description *string `json:"description,omitempty"`
+ // CreatedOn - READ-ONLY; The date and time when the compute was created.
+ CreatedOn *date.Time `json:"createdOn,omitempty"`
+ // ModifiedOn - READ-ONLY; The date and time when the compute was last modified.
+ ModifiedOn *date.Time `json:"modifiedOn,omitempty"`
+ // ResourceID - ARM resource id of the underlying compute
+ ResourceID *string `json:"resourceId,omitempty"`
+ // ProvisioningErrors - READ-ONLY; Errors during provisioning
+ ProvisioningErrors *[]Error `json:"provisioningErrors,omitempty"`
+ // IsAttachedCompute - READ-ONLY; Indicating whether the compute was provisioned by user and brought from outside if true, or machine learning service provisioned it if false.
+ IsAttachedCompute *bool `json:"isAttachedCompute,omitempty"`
+ // ComputeType - Possible values include: 'ComputeTypeCompute', 'ComputeTypeAKS1', 'ComputeTypeAmlCompute1', 'ComputeTypeVirtualMachine1', 'ComputeTypeHDInsight1', 'ComputeTypeDataFactory1', 'ComputeTypeDatabricks1', 'ComputeTypeDataLakeAnalytics1'
+ ComputeType ComputeTypeBasicCompute `json:"computeType,omitempty"`
+}
+
+// MarshalJSON is the custom marshaler for DataFactory.
+func (df DataFactory) MarshalJSON() ([]byte, error) {
+ df.ComputeType = ComputeTypeDataFactory1
+ objectMap := make(map[string]interface{})
+ if df.ComputeLocation != nil {
+ objectMap["computeLocation"] = df.ComputeLocation
+ }
+ if df.Description != nil {
+ objectMap["description"] = df.Description
+ }
+ if df.ResourceID != nil {
+ objectMap["resourceId"] = df.ResourceID
+ }
+ if df.ComputeType != "" {
+ objectMap["computeType"] = df.ComputeType
+ }
+ return json.Marshal(objectMap)
+}
+
+// AsAKS is the BasicCompute implementation for DataFactory.
+func (df DataFactory) AsAKS() (*AKS, bool) {
+ return nil, false
+}
+
+// AsAmlCompute is the BasicCompute implementation for DataFactory.
+func (df DataFactory) AsAmlCompute() (*AmlCompute, bool) {
+ return nil, false
+}
+
+// AsVirtualMachine is the BasicCompute implementation for DataFactory.
+func (df DataFactory) AsVirtualMachine() (*VirtualMachine, bool) {
+ return nil, false
+}
+
+// AsHDInsight is the BasicCompute implementation for DataFactory.
+func (df DataFactory) AsHDInsight() (*HDInsight, bool) {
+ return nil, false
+}
+
+// AsDataFactory is the BasicCompute implementation for DataFactory.
+func (df DataFactory) AsDataFactory() (*DataFactory, bool) {
+ return &df, true
+}
+
+// AsDatabricks is the BasicCompute implementation for DataFactory.
+func (df DataFactory) AsDatabricks() (*Databricks, bool) {
+ return nil, false
+}
+
+// AsDataLakeAnalytics is the BasicCompute implementation for DataFactory.
+func (df DataFactory) AsDataLakeAnalytics() (*DataLakeAnalytics, bool) {
+ return nil, false
+}
+
+// AsCompute is the BasicCompute implementation for DataFactory.
+func (df DataFactory) AsCompute() (*Compute, bool) {
+ return nil, false
+}
+
+// AsBasicCompute is the BasicCompute implementation for DataFactory.
+func (df DataFactory) AsBasicCompute() (BasicCompute, bool) {
+ return &df, true
+}
+
+// DataLakeAnalytics a DataLakeAnalytics compute.
+type DataLakeAnalytics struct {
+ Properties *DataLakeAnalyticsProperties `json:"properties,omitempty"`
+ // ComputeLocation - Location for the underlying compute
+ ComputeLocation *string `json:"computeLocation,omitempty"`
+ // ProvisioningState - READ-ONLY; The provision state of the cluster. Valid values are Unknown, Updating, Provisioning, Succeeded, and Failed. Possible values include: 'Unknown', 'Updating', 'Creating', 'Deleting', 'Succeeded', 'Failed', 'Canceled'
+ ProvisioningState ProvisioningState `json:"provisioningState,omitempty"`
+ // Description - The description of the Machine Learning compute.
+ Description *string `json:"description,omitempty"`
+ // CreatedOn - READ-ONLY; The date and time when the compute was created.
+ CreatedOn *date.Time `json:"createdOn,omitempty"`
+ // ModifiedOn - READ-ONLY; The date and time when the compute was last modified.
+ ModifiedOn *date.Time `json:"modifiedOn,omitempty"`
+ // ResourceID - ARM resource id of the underlying compute
+ ResourceID *string `json:"resourceId,omitempty"`
+ // ProvisioningErrors - READ-ONLY; Errors during provisioning
+ ProvisioningErrors *[]Error `json:"provisioningErrors,omitempty"`
+ // IsAttachedCompute - READ-ONLY; Indicating whether the compute was provisioned by user and brought from outside if true, or machine learning service provisioned it if false.
+ IsAttachedCompute *bool `json:"isAttachedCompute,omitempty"`
+ // ComputeType - Possible values include: 'ComputeTypeCompute', 'ComputeTypeAKS1', 'ComputeTypeAmlCompute1', 'ComputeTypeVirtualMachine1', 'ComputeTypeHDInsight1', 'ComputeTypeDataFactory1', 'ComputeTypeDatabricks1', 'ComputeTypeDataLakeAnalytics1'
+ ComputeType ComputeTypeBasicCompute `json:"computeType,omitempty"`
+}
+
+// MarshalJSON is the custom marshaler for DataLakeAnalytics.
+func (dla DataLakeAnalytics) MarshalJSON() ([]byte, error) {
+ dla.ComputeType = ComputeTypeDataLakeAnalytics1
+ objectMap := make(map[string]interface{})
+ if dla.Properties != nil {
+ objectMap["properties"] = dla.Properties
+ }
+ if dla.ComputeLocation != nil {
+ objectMap["computeLocation"] = dla.ComputeLocation
+ }
+ if dla.Description != nil {
+ objectMap["description"] = dla.Description
+ }
+ if dla.ResourceID != nil {
+ objectMap["resourceId"] = dla.ResourceID
+ }
+ if dla.ComputeType != "" {
+ objectMap["computeType"] = dla.ComputeType
+ }
+ return json.Marshal(objectMap)
+}
+
+// AsAKS is the BasicCompute implementation for DataLakeAnalytics.
+func (dla DataLakeAnalytics) AsAKS() (*AKS, bool) {
+ return nil, false
+}
+
+// AsAmlCompute is the BasicCompute implementation for DataLakeAnalytics.
+func (dla DataLakeAnalytics) AsAmlCompute() (*AmlCompute, bool) {
+ return nil, false
+}
+
+// AsVirtualMachine is the BasicCompute implementation for DataLakeAnalytics.
+func (dla DataLakeAnalytics) AsVirtualMachine() (*VirtualMachine, bool) {
+ return nil, false
+}
+
+// AsHDInsight is the BasicCompute implementation for DataLakeAnalytics.
+func (dla DataLakeAnalytics) AsHDInsight() (*HDInsight, bool) {
+ return nil, false
+}
+
+// AsDataFactory is the BasicCompute implementation for DataLakeAnalytics.
+func (dla DataLakeAnalytics) AsDataFactory() (*DataFactory, bool) {
+ return nil, false
+}
+
+// AsDatabricks is the BasicCompute implementation for DataLakeAnalytics.
+func (dla DataLakeAnalytics) AsDatabricks() (*Databricks, bool) {
+ return nil, false
+}
+
+// AsDataLakeAnalytics is the BasicCompute implementation for DataLakeAnalytics.
+func (dla DataLakeAnalytics) AsDataLakeAnalytics() (*DataLakeAnalytics, bool) {
+ return &dla, true
+}
+
+// AsCompute is the BasicCompute implementation for DataLakeAnalytics.
+func (dla DataLakeAnalytics) AsCompute() (*Compute, bool) {
+ return nil, false
+}
+
+// AsBasicCompute is the BasicCompute implementation for DataLakeAnalytics.
+func (dla DataLakeAnalytics) AsBasicCompute() (BasicCompute, bool) {
+ return &dla, true
+}
+
+// DataLakeAnalyticsProperties ...
+type DataLakeAnalyticsProperties struct {
+ // DataLakeStoreAccountName - DataLake Store Account Name
+ DataLakeStoreAccountName *string `json:"dataLakeStoreAccountName,omitempty"`
+}
+
+// Error wrapper for error response to follow ARM guidelines.
+type Error struct {
+ // Error - READ-ONLY; The error response.
+ Error *ErrorResponse `json:"error,omitempty"`
+}
+
+// ErrorDetail error detail information.
+type ErrorDetail struct {
+ // Code - Error code.
+ Code *string `json:"code,omitempty"`
+ // Message - Error message.
+ Message *string `json:"message,omitempty"`
+}
+
+// ErrorResponse error response information.
+type ErrorResponse struct {
+ // Code - READ-ONLY; Error code.
+ Code *string `json:"code,omitempty"`
+ // Message - READ-ONLY; Error message.
+ Message *string `json:"message,omitempty"`
+ // Details - READ-ONLY; An array of error detail objects.
+ Details *[]ErrorDetail `json:"details,omitempty"`
+}
+
+// HDInsight a HDInsight compute.
+type HDInsight struct {
+ Properties *HDInsightProperties `json:"properties,omitempty"`
+ // ComputeLocation - Location for the underlying compute
+ ComputeLocation *string `json:"computeLocation,omitempty"`
+ // ProvisioningState - READ-ONLY; The provision state of the cluster. Valid values are Unknown, Updating, Provisioning, Succeeded, and Failed. Possible values include: 'Unknown', 'Updating', 'Creating', 'Deleting', 'Succeeded', 'Failed', 'Canceled'
+ ProvisioningState ProvisioningState `json:"provisioningState,omitempty"`
+ // Description - The description of the Machine Learning compute.
+ Description *string `json:"description,omitempty"`
+ // CreatedOn - READ-ONLY; The date and time when the compute was created.
+ CreatedOn *date.Time `json:"createdOn,omitempty"`
+ // ModifiedOn - READ-ONLY; The date and time when the compute was last modified.
+ ModifiedOn *date.Time `json:"modifiedOn,omitempty"`
+ // ResourceID - ARM resource id of the underlying compute
+ ResourceID *string `json:"resourceId,omitempty"`
+ // ProvisioningErrors - READ-ONLY; Errors during provisioning
+ ProvisioningErrors *[]Error `json:"provisioningErrors,omitempty"`
+ // IsAttachedCompute - READ-ONLY; Indicating whether the compute was provisioned by user and brought from outside if true, or machine learning service provisioned it if false.
+ IsAttachedCompute *bool `json:"isAttachedCompute,omitempty"`
+ // ComputeType - Possible values include: 'ComputeTypeCompute', 'ComputeTypeAKS1', 'ComputeTypeAmlCompute1', 'ComputeTypeVirtualMachine1', 'ComputeTypeHDInsight1', 'ComputeTypeDataFactory1', 'ComputeTypeDatabricks1', 'ComputeTypeDataLakeAnalytics1'
+ ComputeType ComputeTypeBasicCompute `json:"computeType,omitempty"`
+}
+
+// MarshalJSON is the custom marshaler for HDInsight.
+func (hi HDInsight) MarshalJSON() ([]byte, error) {
+ hi.ComputeType = ComputeTypeHDInsight1
+ objectMap := make(map[string]interface{})
+ if hi.Properties != nil {
+ objectMap["properties"] = hi.Properties
+ }
+ if hi.ComputeLocation != nil {
+ objectMap["computeLocation"] = hi.ComputeLocation
+ }
+ if hi.Description != nil {
+ objectMap["description"] = hi.Description
+ }
+ if hi.ResourceID != nil {
+ objectMap["resourceId"] = hi.ResourceID
+ }
+ if hi.ComputeType != "" {
+ objectMap["computeType"] = hi.ComputeType
+ }
+ return json.Marshal(objectMap)
+}
+
+// AsAKS is the BasicCompute implementation for HDInsight.
+func (hi HDInsight) AsAKS() (*AKS, bool) {
+ return nil, false
+}
+
+// AsAmlCompute is the BasicCompute implementation for HDInsight.
+func (hi HDInsight) AsAmlCompute() (*AmlCompute, bool) {
+ return nil, false
+}
+
+// AsVirtualMachine is the BasicCompute implementation for HDInsight.
+func (hi HDInsight) AsVirtualMachine() (*VirtualMachine, bool) {
+ return nil, false
+}
+
+// AsHDInsight is the BasicCompute implementation for HDInsight.
+func (hi HDInsight) AsHDInsight() (*HDInsight, bool) {
+ return &hi, true
+}
+
+// AsDataFactory is the BasicCompute implementation for HDInsight.
+func (hi HDInsight) AsDataFactory() (*DataFactory, bool) {
+ return nil, false
+}
+
+// AsDatabricks is the BasicCompute implementation for HDInsight.
+func (hi HDInsight) AsDatabricks() (*Databricks, bool) {
+ return nil, false
+}
+
+// AsDataLakeAnalytics is the BasicCompute implementation for HDInsight.
+func (hi HDInsight) AsDataLakeAnalytics() (*DataLakeAnalytics, bool) {
+ return nil, false
+}
+
+// AsCompute is the BasicCompute implementation for HDInsight.
+func (hi HDInsight) AsCompute() (*Compute, bool) {
+ return nil, false
+}
+
+// AsBasicCompute is the BasicCompute implementation for HDInsight.
+func (hi HDInsight) AsBasicCompute() (BasicCompute, bool) {
+ return &hi, true
+}
+
+// HDInsightProperties ...
+type HDInsightProperties struct {
+ // SSHPort - Port open for ssh connections on the master node of the cluster.
+ SSHPort *int32 `json:"sshPort,omitempty"`
+ // Address - Public IP address of the master node of the cluster.
+ Address *string `json:"address,omitempty"`
+ // AdministratorAccount - Admin credentials for master node of the cluster
+ AdministratorAccount *VirtualMachineSSHCredentials `json:"administratorAccount,omitempty"`
+}
+
+// Identity identity for the resource.
+type Identity struct {
+ // PrincipalID - READ-ONLY; The principal ID of resource identity.
+ PrincipalID *string `json:"principalId,omitempty"`
+ // TenantID - READ-ONLY; The tenant ID of resource.
+ TenantID *string `json:"tenantId,omitempty"`
+ // Type - The identity type. Possible values include: 'SystemAssigned'
+ Type ResourceIdentityType `json:"type,omitempty"`
+}
+
+// ListAmlUserFeatureResult the List Aml user feature operation response.
+type ListAmlUserFeatureResult struct {
+ autorest.Response `json:"-"`
+ // Value - READ-ONLY; The list of AML user facing features.
+ Value *[]AmlUserFeature `json:"value,omitempty"`
+ // NextLink - READ-ONLY; The URI to fetch the next page of AML user features information. Call ListNext() with this to fetch the next page of AML user features information.
+ NextLink *string `json:"nextLink,omitempty"`
+}
+
+// ListAmlUserFeatureResultIterator provides access to a complete listing of AmlUserFeature values.
+type ListAmlUserFeatureResultIterator struct {
+ i int
+ page ListAmlUserFeatureResultPage
+}
+
+// NextWithContext advances to the next value. If there was an error making
+// the request the iterator does not advance and the error is returned.
+func (iter *ListAmlUserFeatureResultIterator) NextWithContext(ctx context.Context) (err error) {
+ if tracing.IsEnabled() {
+ ctx = tracing.StartSpan(ctx, fqdn+"/ListAmlUserFeatureResultIterator.NextWithContext")
+ defer func() {
+ sc := -1
+ if iter.Response().Response.Response != nil {
+ sc = iter.Response().Response.Response.StatusCode
+ }
+ tracing.EndSpan(ctx, sc, err)
+ }()
+ }
+ iter.i++
+ if iter.i < len(iter.page.Values()) {
+ return nil
+ }
+ err = iter.page.NextWithContext(ctx)
+ if err != nil {
+ iter.i--
+ return err
+ }
+ iter.i = 0
+ return nil
+}
+
+// Next advances to the next value. If there was an error making
+// the request the iterator does not advance and the error is returned.
+// Deprecated: Use NextWithContext() instead.
+func (iter *ListAmlUserFeatureResultIterator) Next() error {
+ return iter.NextWithContext(context.Background())
+}
+
+// NotDone returns true if the enumeration should be started or is not yet complete.
+func (iter ListAmlUserFeatureResultIterator) NotDone() bool {
+ return iter.page.NotDone() && iter.i < len(iter.page.Values())
+}
+
+// Response returns the raw server response from the last page request.
+func (iter ListAmlUserFeatureResultIterator) Response() ListAmlUserFeatureResult {
+ return iter.page.Response()
+}
+
+// Value returns the current value or a zero-initialized value if the
+// iterator has advanced beyond the end of the collection.
+func (iter ListAmlUserFeatureResultIterator) Value() AmlUserFeature {
+ if !iter.page.NotDone() {
+ return AmlUserFeature{}
+ }
+ return iter.page.Values()[iter.i]
+}
+
+// Creates a new instance of the ListAmlUserFeatureResultIterator type.
+func NewListAmlUserFeatureResultIterator(page ListAmlUserFeatureResultPage) ListAmlUserFeatureResultIterator {
+ return ListAmlUserFeatureResultIterator{page: page}
+}
+
+// IsEmpty returns true if the ListResult contains no values.
+func (laufr ListAmlUserFeatureResult) IsEmpty() bool {
+ return laufr.Value == nil || len(*laufr.Value) == 0
+}
+
+// listAmlUserFeatureResultPreparer prepares a request to retrieve the next set of results.
+// It returns nil if no more results exist.
+func (laufr ListAmlUserFeatureResult) listAmlUserFeatureResultPreparer(ctx context.Context) (*http.Request, error) {
+ if laufr.NextLink == nil || len(to.String(laufr.NextLink)) < 1 {
+ return nil, nil
+ }
+ return autorest.Prepare((&http.Request{}).WithContext(ctx),
+ autorest.AsJSON(),
+ autorest.AsGet(),
+ autorest.WithBaseURL(to.String(laufr.NextLink)))
+}
+
+// ListAmlUserFeatureResultPage contains a page of AmlUserFeature values.
+type ListAmlUserFeatureResultPage struct {
+ fn func(context.Context, ListAmlUserFeatureResult) (ListAmlUserFeatureResult, error)
+ laufr ListAmlUserFeatureResult
+}
+
+// NextWithContext advances to the next page of values. If there was an error making
+// the request the page does not advance and the error is returned.
+func (page *ListAmlUserFeatureResultPage) NextWithContext(ctx context.Context) (err error) {
+ if tracing.IsEnabled() {
+ ctx = tracing.StartSpan(ctx, fqdn+"/ListAmlUserFeatureResultPage.NextWithContext")
+ defer func() {
+ sc := -1
+ if page.Response().Response.Response != nil {
+ sc = page.Response().Response.Response.StatusCode
+ }
+ tracing.EndSpan(ctx, sc, err)
+ }()
+ }
+ next, err := page.fn(ctx, page.laufr)
+ if err != nil {
+ return err
+ }
+ page.laufr = next
+ return nil
+}
+
+// Next advances to the next page of values. If there was an error making
+// the request the page does not advance and the error is returned.
+// Deprecated: Use NextWithContext() instead.
+func (page *ListAmlUserFeatureResultPage) Next() error {
+ return page.NextWithContext(context.Background())
+}
+
+// NotDone returns true if the page enumeration should be started or is not yet complete.
+func (page ListAmlUserFeatureResultPage) NotDone() bool {
+ return !page.laufr.IsEmpty()
+}
+
+// Response returns the raw server response from the last page request.
+func (page ListAmlUserFeatureResultPage) Response() ListAmlUserFeatureResult {
+ return page.laufr
+}
+
+// Values returns the slice of values for the current page or nil if there are no values.
+func (page ListAmlUserFeatureResultPage) Values() []AmlUserFeature {
+ if page.laufr.IsEmpty() {
+ return nil
+ }
+ return *page.laufr.Value
+}
+
+// Creates a new instance of the ListAmlUserFeatureResultPage type.
+func NewListAmlUserFeatureResultPage(getNextPage func(context.Context, ListAmlUserFeatureResult) (ListAmlUserFeatureResult, error)) ListAmlUserFeatureResultPage {
+ return ListAmlUserFeatureResultPage{fn: getNextPage}
+}
+
+// ListUsagesResult the List Usages operation response.
+type ListUsagesResult struct {
+ autorest.Response `json:"-"`
+ // Value - READ-ONLY; The list of AML resource usages.
+ Value *[]Usage `json:"value,omitempty"`
+ // NextLink - READ-ONLY; The URI to fetch the next page of AML resource usage information. Call ListNext() with this to fetch the next page of AML resource usage information.
+ NextLink *string `json:"nextLink,omitempty"`
+}
+
+// ListUsagesResultIterator provides access to a complete listing of Usage values.
+type ListUsagesResultIterator struct {
+ i int
+ page ListUsagesResultPage
+}
+
+// NextWithContext advances to the next value. If there was an error making
+// the request the iterator does not advance and the error is returned.
+func (iter *ListUsagesResultIterator) NextWithContext(ctx context.Context) (err error) {
+ if tracing.IsEnabled() {
+ ctx = tracing.StartSpan(ctx, fqdn+"/ListUsagesResultIterator.NextWithContext")
+ defer func() {
+ sc := -1
+ if iter.Response().Response.Response != nil {
+ sc = iter.Response().Response.Response.StatusCode
+ }
+ tracing.EndSpan(ctx, sc, err)
+ }()
+ }
+ iter.i++
+ if iter.i < len(iter.page.Values()) {
+ return nil
+ }
+ err = iter.page.NextWithContext(ctx)
+ if err != nil {
+ iter.i--
+ return err
+ }
+ iter.i = 0
+ return nil
+}
+
+// Next advances to the next value. If there was an error making
+// the request the iterator does not advance and the error is returned.
+// Deprecated: Use NextWithContext() instead.
+func (iter *ListUsagesResultIterator) Next() error {
+ return iter.NextWithContext(context.Background())
+}
+
+// NotDone returns true if the enumeration should be started or is not yet complete.
+func (iter ListUsagesResultIterator) NotDone() bool {
+ return iter.page.NotDone() && iter.i < len(iter.page.Values())
+}
+
+// Response returns the raw server response from the last page request.
+func (iter ListUsagesResultIterator) Response() ListUsagesResult {
+ return iter.page.Response()
+}
+
+// Value returns the current value or a zero-initialized value if the
+// iterator has advanced beyond the end of the collection.
+func (iter ListUsagesResultIterator) Value() Usage {
+ if !iter.page.NotDone() {
+ return Usage{}
+ }
+ return iter.page.Values()[iter.i]
+}
+
+// Creates a new instance of the ListUsagesResultIterator type.
+func NewListUsagesResultIterator(page ListUsagesResultPage) ListUsagesResultIterator {
+ return ListUsagesResultIterator{page: page}
+}
+
+// IsEmpty returns true if the ListResult contains no values.
+func (lur ListUsagesResult) IsEmpty() bool {
+ return lur.Value == nil || len(*lur.Value) == 0
+}
+
+// listUsagesResultPreparer prepares a request to retrieve the next set of results.
+// It returns nil if no more results exist.
+func (lur ListUsagesResult) listUsagesResultPreparer(ctx context.Context) (*http.Request, error) {
+ if lur.NextLink == nil || len(to.String(lur.NextLink)) < 1 {
+ return nil, nil
+ }
+ return autorest.Prepare((&http.Request{}).WithContext(ctx),
+ autorest.AsJSON(),
+ autorest.AsGet(),
+ autorest.WithBaseURL(to.String(lur.NextLink)))
+}
+
+// ListUsagesResultPage contains a page of Usage values.
+type ListUsagesResultPage struct {
+ fn func(context.Context, ListUsagesResult) (ListUsagesResult, error)
+ lur ListUsagesResult
+}
+
+// NextWithContext advances to the next page of values. If there was an error making
+// the request the page does not advance and the error is returned.
+func (page *ListUsagesResultPage) NextWithContext(ctx context.Context) (err error) {
+ if tracing.IsEnabled() {
+ ctx = tracing.StartSpan(ctx, fqdn+"/ListUsagesResultPage.NextWithContext")
+ defer func() {
+ sc := -1
+ if page.Response().Response.Response != nil {
+ sc = page.Response().Response.Response.StatusCode
+ }
+ tracing.EndSpan(ctx, sc, err)
+ }()
+ }
+ next, err := page.fn(ctx, page.lur)
+ if err != nil {
+ return err
+ }
+ page.lur = next
+ return nil
+}
+
+// Next advances to the next page of values. If there was an error making
+// the request the page does not advance and the error is returned.
+// Deprecated: Use NextWithContext() instead.
+func (page *ListUsagesResultPage) Next() error {
+ return page.NextWithContext(context.Background())
+}
+
+// NotDone returns true if the page enumeration should be started or is not yet complete.
+func (page ListUsagesResultPage) NotDone() bool {
+ return !page.lur.IsEmpty()
+}
+
+// Response returns the raw server response from the last page request.
+func (page ListUsagesResultPage) Response() ListUsagesResult {
+ return page.lur
+}
+
+// Values returns the slice of values for the current page or nil if there are no values.
+func (page ListUsagesResultPage) Values() []Usage {
+ if page.lur.IsEmpty() {
+ return nil
+ }
+ return *page.lur.Value
+}
+
+// Creates a new instance of the ListUsagesResultPage type.
+func NewListUsagesResultPage(getNextPage func(context.Context, ListUsagesResult) (ListUsagesResult, error)) ListUsagesResultPage {
+ return ListUsagesResultPage{fn: getNextPage}
+}
+
+// ListWorkspaceKeysResult ...
+type ListWorkspaceKeysResult struct {
+ autorest.Response `json:"-"`
+ // UserStorageKey - READ-ONLY
+ UserStorageKey *string `json:"userStorageKey,omitempty"`
+ // UserStorageResourceID - READ-ONLY
+ UserStorageResourceID *string `json:"userStorageResourceId,omitempty"`
+ // AppInsightsInstrumentationKey - READ-ONLY
+ AppInsightsInstrumentationKey *string `json:"appInsightsInstrumentationKey,omitempty"`
+ // ContainerRegistryCredentials - READ-ONLY
+ ContainerRegistryCredentials *RegistryListCredentialsResult `json:"containerRegistryCredentials,omitempty"`
+}
+
+// ListWorkspaceQuotas the List WorkspaceQuotasByVMFamily operation response.
+type ListWorkspaceQuotas struct {
+ autorest.Response `json:"-"`
+ // Value - READ-ONLY; The list of Workspace Quotas by VM Family
+ Value *[]ResourceQuota `json:"value,omitempty"`
+ // NextLink - READ-ONLY; The URI to fetch the next page of workspace quota information by VM Family. Call ListNext() with this to fetch the next page of Workspace Quota information.
+ NextLink *string `json:"nextLink,omitempty"`
+}
+
+// ListWorkspaceQuotasIterator provides access to a complete listing of ResourceQuota values.
+type ListWorkspaceQuotasIterator struct {
+ i int
+ page ListWorkspaceQuotasPage
+}
+
+// NextWithContext advances to the next value. If there was an error making
+// the request the iterator does not advance and the error is returned.
+func (iter *ListWorkspaceQuotasIterator) NextWithContext(ctx context.Context) (err error) {
+ if tracing.IsEnabled() {
+ ctx = tracing.StartSpan(ctx, fqdn+"/ListWorkspaceQuotasIterator.NextWithContext")
+ defer func() {
+ sc := -1
+ if iter.Response().Response.Response != nil {
+ sc = iter.Response().Response.Response.StatusCode
+ }
+ tracing.EndSpan(ctx, sc, err)
+ }()
+ }
+ iter.i++
+ if iter.i < len(iter.page.Values()) {
+ return nil
+ }
+ err = iter.page.NextWithContext(ctx)
+ if err != nil {
+ iter.i--
+ return err
+ }
+ iter.i = 0
+ return nil
+}
+
+// Next advances to the next value. If there was an error making
+// the request the iterator does not advance and the error is returned.
+// Deprecated: Use NextWithContext() instead.
+func (iter *ListWorkspaceQuotasIterator) Next() error {
+ return iter.NextWithContext(context.Background())
+}
+
+// NotDone returns true if the enumeration should be started or is not yet complete.
+func (iter ListWorkspaceQuotasIterator) NotDone() bool {
+ return iter.page.NotDone() && iter.i < len(iter.page.Values())
+}
+
+// Response returns the raw server response from the last page request.
+func (iter ListWorkspaceQuotasIterator) Response() ListWorkspaceQuotas {
+ return iter.page.Response()
+}
+
+// Value returns the current value or a zero-initialized value if the
+// iterator has advanced beyond the end of the collection.
+func (iter ListWorkspaceQuotasIterator) Value() ResourceQuota {
+ if !iter.page.NotDone() {
+ return ResourceQuota{}
+ }
+ return iter.page.Values()[iter.i]
+}
+
+// Creates a new instance of the ListWorkspaceQuotasIterator type.
+func NewListWorkspaceQuotasIterator(page ListWorkspaceQuotasPage) ListWorkspaceQuotasIterator {
+ return ListWorkspaceQuotasIterator{page: page}
+}
+
+// IsEmpty returns true if the ListResult contains no values.
+func (lwq ListWorkspaceQuotas) IsEmpty() bool {
+ return lwq.Value == nil || len(*lwq.Value) == 0
+}
+
+// listWorkspaceQuotasPreparer prepares a request to retrieve the next set of results.
+// It returns nil if no more results exist.
+func (lwq ListWorkspaceQuotas) listWorkspaceQuotasPreparer(ctx context.Context) (*http.Request, error) {
+ if lwq.NextLink == nil || len(to.String(lwq.NextLink)) < 1 {
+ return nil, nil
+ }
+ return autorest.Prepare((&http.Request{}).WithContext(ctx),
+ autorest.AsJSON(),
+ autorest.AsGet(),
+ autorest.WithBaseURL(to.String(lwq.NextLink)))
+}
+
+// ListWorkspaceQuotasPage contains a page of ResourceQuota values.
+type ListWorkspaceQuotasPage struct {
+ fn func(context.Context, ListWorkspaceQuotas) (ListWorkspaceQuotas, error)
+ lwq ListWorkspaceQuotas
+}
+
+// NextWithContext advances to the next page of values. If there was an error making
+// the request the page does not advance and the error is returned.
+func (page *ListWorkspaceQuotasPage) NextWithContext(ctx context.Context) (err error) {
+ if tracing.IsEnabled() {
+ ctx = tracing.StartSpan(ctx, fqdn+"/ListWorkspaceQuotasPage.NextWithContext")
+ defer func() {
+ sc := -1
+ if page.Response().Response.Response != nil {
+ sc = page.Response().Response.Response.StatusCode
+ }
+ tracing.EndSpan(ctx, sc, err)
+ }()
+ }
+ next, err := page.fn(ctx, page.lwq)
+ if err != nil {
+ return err
+ }
+ page.lwq = next
+ return nil
+}
+
+// Next advances to the next page of values. If there was an error making
+// the request the page does not advance and the error is returned.
+// Deprecated: Use NextWithContext() instead.
+func (page *ListWorkspaceQuotasPage) Next() error {
+ return page.NextWithContext(context.Background())
+}
+
+// NotDone returns true if the page enumeration should be started or is not yet complete.
+func (page ListWorkspaceQuotasPage) NotDone() bool {
+ return !page.lwq.IsEmpty()
+}
+
+// Response returns the raw server response from the last page request.
+func (page ListWorkspaceQuotasPage) Response() ListWorkspaceQuotas {
+ return page.lwq
+}
+
+// Values returns the slice of values for the current page or nil if there are no values.
+func (page ListWorkspaceQuotasPage) Values() []ResourceQuota {
+ if page.lwq.IsEmpty() {
+ return nil
+ }
+ return *page.lwq.Value
+}
+
+// Creates a new instance of the ListWorkspaceQuotasPage type.
+func NewListWorkspaceQuotasPage(getNextPage func(context.Context, ListWorkspaceQuotas) (ListWorkspaceQuotas, error)) ListWorkspaceQuotasPage {
+ return ListWorkspaceQuotasPage{fn: getNextPage}
+}
+
+// MachineLearningComputeCreateOrUpdateFuture an abstraction for monitoring and retrieving the results of a
+// long-running operation.
+type MachineLearningComputeCreateOrUpdateFuture struct {
+ azure.Future
+}
+
+// Result returns the result of the asynchronous operation.
+// If the operation has not completed it will return an error.
+func (future *MachineLearningComputeCreateOrUpdateFuture) Result(client MachineLearningComputeClient) (cr ComputeResource, err error) {
+ var done bool
+ done, err = future.DoneWithContext(context.Background(), client)
+ if err != nil {
+ err = autorest.NewErrorWithError(err, "machinelearningservices.MachineLearningComputeCreateOrUpdateFuture", "Result", future.Response(), "Polling failure")
+ return
+ }
+ if !done {
+ err = azure.NewAsyncOpIncompleteError("machinelearningservices.MachineLearningComputeCreateOrUpdateFuture")
+ return
+ }
+ sender := autorest.DecorateSender(client, autorest.DoRetryForStatusCodes(client.RetryAttempts, client.RetryDuration, autorest.StatusCodesForRetry...))
+ if cr.Response.Response, err = future.GetResult(sender); err == nil && cr.Response.Response.StatusCode != http.StatusNoContent {
+ cr, err = client.CreateOrUpdateResponder(cr.Response.Response)
+ if err != nil {
+ err = autorest.NewErrorWithError(err, "machinelearningservices.MachineLearningComputeCreateOrUpdateFuture", "Result", cr.Response.Response, "Failure responding to request")
+ }
+ }
+ return
+}
+
+// MachineLearningComputeDeleteFuture an abstraction for monitoring and retrieving the results of a
+// long-running operation.
+type MachineLearningComputeDeleteFuture struct {
+ azure.Future
+}
+
+// Result returns the result of the asynchronous operation.
+// If the operation has not completed it will return an error.
+func (future *MachineLearningComputeDeleteFuture) Result(client MachineLearningComputeClient) (ar autorest.Response, err error) {
+ var done bool
+ done, err = future.DoneWithContext(context.Background(), client)
+ if err != nil {
+ err = autorest.NewErrorWithError(err, "machinelearningservices.MachineLearningComputeDeleteFuture", "Result", future.Response(), "Polling failure")
+ return
+ }
+ if !done {
+ err = azure.NewAsyncOpIncompleteError("machinelearningservices.MachineLearningComputeDeleteFuture")
+ return
+ }
+ ar.Response = future.Response()
+ return
+}
+
+// MachineLearningComputeUpdateFuture an abstraction for monitoring and retrieving the results of a
+// long-running operation.
+type MachineLearningComputeUpdateFuture struct {
+ azure.Future
+}
+
+// Result returns the result of the asynchronous operation.
+// If the operation has not completed it will return an error.
+func (future *MachineLearningComputeUpdateFuture) Result(client MachineLearningComputeClient) (cr ComputeResource, err error) {
+ var done bool
+ done, err = future.DoneWithContext(context.Background(), client)
+ if err != nil {
+ err = autorest.NewErrorWithError(err, "machinelearningservices.MachineLearningComputeUpdateFuture", "Result", future.Response(), "Polling failure")
+ return
+ }
+ if !done {
+ err = azure.NewAsyncOpIncompleteError("machinelearningservices.MachineLearningComputeUpdateFuture")
+ return
+ }
+ sender := autorest.DecorateSender(client, autorest.DoRetryForStatusCodes(client.RetryAttempts, client.RetryDuration, autorest.StatusCodesForRetry...))
+ if cr.Response.Response, err = future.GetResult(sender); err == nil && cr.Response.Response.StatusCode != http.StatusNoContent {
+ cr, err = client.UpdateResponder(cr.Response.Response)
+ if err != nil {
+ err = autorest.NewErrorWithError(err, "machinelearningservices.MachineLearningComputeUpdateFuture", "Result", cr.Response.Response, "Failure responding to request")
+ }
+ }
+ return
+}
+
+// NodeStateCounts counts of various compute node states on the amlCompute.
+type NodeStateCounts struct {
+ // IdleNodeCount - READ-ONLY; Number of compute nodes in idle state.
+ IdleNodeCount *int32 `json:"idleNodeCount,omitempty"`
+ // RunningNodeCount - READ-ONLY; Number of compute nodes which are running jobs.
+ RunningNodeCount *int32 `json:"runningNodeCount,omitempty"`
+ // PreparingNodeCount - READ-ONLY; Number of compute nodes which are being prepared.
+ PreparingNodeCount *int32 `json:"preparingNodeCount,omitempty"`
+ // UnusableNodeCount - READ-ONLY; Number of compute nodes which are in unusable state.
+ UnusableNodeCount *int32 `json:"unusableNodeCount,omitempty"`
+ // LeavingNodeCount - READ-ONLY; Number of compute nodes which are leaving the amlCompute.
+ LeavingNodeCount *int32 `json:"leavingNodeCount,omitempty"`
+ // PreemptedNodeCount - READ-ONLY; Number of compute nodes which are in preempted state.
+ PreemptedNodeCount *int32 `json:"preemptedNodeCount,omitempty"`
+}
+
+// Operation azure Machine Learning workspace REST API operation
+type Operation struct {
+ // Name - Operation name: {provider}/{resource}/{operation}
+ Name *string `json:"name,omitempty"`
+ // Display - Display name of operation
+ Display *OperationDisplay `json:"display,omitempty"`
+}
+
+// OperationDisplay display name of operation
+type OperationDisplay struct {
+ // Provider - The resource provider name: Microsoft.MachineLearningExperimentation
+ Provider *string `json:"provider,omitempty"`
+ // Resource - The resource on which the operation is performed.
+ Resource *string `json:"resource,omitempty"`
+ // Operation - The operation that users can perform.
+ Operation *string `json:"operation,omitempty"`
+ // Description - The description for the operation.
+ Description *string `json:"description,omitempty"`
+}
+
+// OperationListResult an array of operations supported by the resource provider.
+type OperationListResult struct {
+ autorest.Response `json:"-"`
+ // Value - List of AML workspace operations supported by the AML workspace resource provider.
+ Value *[]Operation `json:"value,omitempty"`
+}
+
+// PaginatedComputeResourcesList paginated list of Machine Learning compute objects wrapped in ARM resource
+// envelope.
+type PaginatedComputeResourcesList struct {
+ autorest.Response `json:"-"`
+ // Value - An array of Machine Learning compute objects wrapped in ARM resource envelope.
+ Value *[]ComputeResource `json:"value,omitempty"`
+ // NextLink - A continuation link (absolute URI) to the next page of results in the list.
+ NextLink *string `json:"nextLink,omitempty"`
+}
+
+// PaginatedComputeResourcesListIterator provides access to a complete listing of ComputeResource values.
+type PaginatedComputeResourcesListIterator struct {
+ i int
+ page PaginatedComputeResourcesListPage
+}
+
+// NextWithContext advances to the next value. If there was an error making
+// the request the iterator does not advance and the error is returned.
+func (iter *PaginatedComputeResourcesListIterator) NextWithContext(ctx context.Context) (err error) {
+ if tracing.IsEnabled() {
+ ctx = tracing.StartSpan(ctx, fqdn+"/PaginatedComputeResourcesListIterator.NextWithContext")
+ defer func() {
+ sc := -1
+ if iter.Response().Response.Response != nil {
+ sc = iter.Response().Response.Response.StatusCode
+ }
+ tracing.EndSpan(ctx, sc, err)
+ }()
+ }
+ iter.i++
+ if iter.i < len(iter.page.Values()) {
+ return nil
+ }
+ err = iter.page.NextWithContext(ctx)
+ if err != nil {
+ iter.i--
+ return err
+ }
+ iter.i = 0
+ return nil
+}
+
+// Next advances to the next value. If there was an error making
+// the request the iterator does not advance and the error is returned.
+// Deprecated: Use NextWithContext() instead.
+func (iter *PaginatedComputeResourcesListIterator) Next() error {
+ return iter.NextWithContext(context.Background())
+}
+
+// NotDone returns true if the enumeration should be started or is not yet complete.
+func (iter PaginatedComputeResourcesListIterator) NotDone() bool {
+ return iter.page.NotDone() && iter.i < len(iter.page.Values())
+}
+
+// Response returns the raw server response from the last page request.
+func (iter PaginatedComputeResourcesListIterator) Response() PaginatedComputeResourcesList {
+ return iter.page.Response()
+}
+
+// Value returns the current value or a zero-initialized value if the
+// iterator has advanced beyond the end of the collection.
+func (iter PaginatedComputeResourcesListIterator) Value() ComputeResource {
+ if !iter.page.NotDone() {
+ return ComputeResource{}
+ }
+ return iter.page.Values()[iter.i]
+}
+
+// Creates a new instance of the PaginatedComputeResourcesListIterator type.
+func NewPaginatedComputeResourcesListIterator(page PaginatedComputeResourcesListPage) PaginatedComputeResourcesListIterator {
+ return PaginatedComputeResourcesListIterator{page: page}
+}
+
+// IsEmpty returns true if the ListResult contains no values.
+func (pcrl PaginatedComputeResourcesList) IsEmpty() bool {
+ return pcrl.Value == nil || len(*pcrl.Value) == 0
+}
+
+// paginatedComputeResourcesListPreparer prepares a request to retrieve the next set of results.
+// It returns nil if no more results exist.
+func (pcrl PaginatedComputeResourcesList) paginatedComputeResourcesListPreparer(ctx context.Context) (*http.Request, error) {
+ if pcrl.NextLink == nil || len(to.String(pcrl.NextLink)) < 1 {
+ return nil, nil
+ }
+ return autorest.Prepare((&http.Request{}).WithContext(ctx),
+ autorest.AsJSON(),
+ autorest.AsGet(),
+ autorest.WithBaseURL(to.String(pcrl.NextLink)))
+}
+
+// PaginatedComputeResourcesListPage contains a page of ComputeResource values.
+type PaginatedComputeResourcesListPage struct {
+ fn func(context.Context, PaginatedComputeResourcesList) (PaginatedComputeResourcesList, error)
+ pcrl PaginatedComputeResourcesList
+}
+
+// NextWithContext advances to the next page of values. If there was an error making
+// the request the page does not advance and the error is returned.
+func (page *PaginatedComputeResourcesListPage) NextWithContext(ctx context.Context) (err error) {
+ if tracing.IsEnabled() {
+ ctx = tracing.StartSpan(ctx, fqdn+"/PaginatedComputeResourcesListPage.NextWithContext")
+ defer func() {
+ sc := -1
+ if page.Response().Response.Response != nil {
+ sc = page.Response().Response.Response.StatusCode
+ }
+ tracing.EndSpan(ctx, sc, err)
+ }()
+ }
+ next, err := page.fn(ctx, page.pcrl)
+ if err != nil {
+ return err
+ }
+ page.pcrl = next
+ return nil
+}
+
+// Next advances to the next page of values. If there was an error making
+// the request the page does not advance and the error is returned.
+// Deprecated: Use NextWithContext() instead.
+func (page *PaginatedComputeResourcesListPage) Next() error {
+ return page.NextWithContext(context.Background())
+}
+
+// NotDone returns true if the page enumeration should be started or is not yet complete.
+func (page PaginatedComputeResourcesListPage) NotDone() bool {
+ return !page.pcrl.IsEmpty()
+}
+
+// Response returns the raw server response from the last page request.
+func (page PaginatedComputeResourcesListPage) Response() PaginatedComputeResourcesList {
+ return page.pcrl
+}
+
+// Values returns the slice of values for the current page or nil if there are no values.
+func (page PaginatedComputeResourcesListPage) Values() []ComputeResource {
+ if page.pcrl.IsEmpty() {
+ return nil
+ }
+ return *page.pcrl.Value
+}
+
+// Creates a new instance of the PaginatedComputeResourcesListPage type.
+func NewPaginatedComputeResourcesListPage(getNextPage func(context.Context, PaginatedComputeResourcesList) (PaginatedComputeResourcesList, error)) PaginatedComputeResourcesListPage {
+ return PaginatedComputeResourcesListPage{fn: getNextPage}
+}
+
+// Password ...
+type Password struct {
+ // Name - READ-ONLY
+ Name *string `json:"name,omitempty"`
+ // Value - READ-ONLY
+ Value *string `json:"value,omitempty"`
+}
+
+// QuotaBaseProperties the properties for Quota update or retrieval.
+type QuotaBaseProperties struct {
+ // ID - Specifies the resource ID.
+ ID *string `json:"id,omitempty"`
+ // Type - Specifies the resource type.
+ Type *string `json:"type,omitempty"`
+ // Limit - The maximum permitted quota of the resource.
+ Limit *int64 `json:"limit,omitempty"`
+ // Unit - An enum describing the unit of quota measurement. Possible values include: 'Count'
+ Unit QuotaUnit `json:"unit,omitempty"`
+}
+
+// QuotaUpdateParameters quota update parameters.
+type QuotaUpdateParameters struct {
+ // Value - The list for update quota.
+ Value *[]QuotaBaseProperties `json:"value,omitempty"`
+}
+
+// RegistryListCredentialsResult ...
+type RegistryListCredentialsResult struct {
+ // Location - READ-ONLY
+ Location *string `json:"location,omitempty"`
+ // Username - READ-ONLY
+ Username *string `json:"username,omitempty"`
+ Passwords *[]Password `json:"passwords,omitempty"`
+}
+
+// Resource azure Resource Manager resource envelope.
+type Resource struct {
+ // ID - READ-ONLY; Specifies the resource ID.
+ ID *string `json:"id,omitempty"`
+ // Name - READ-ONLY; Specifies the name of the resource.
+ Name *string `json:"name,omitempty"`
+ // Identity - The identity of the resource.
+ Identity *Identity `json:"identity,omitempty"`
+ // Location - Specifies the location of the resource.
+ Location *string `json:"location,omitempty"`
+ // Type - READ-ONLY; Specifies the type of the resource.
+ Type *string `json:"type,omitempty"`
+ // Tags - Contains resource tags defined as key/value pairs.
+ Tags map[string]*string `json:"tags"`
+ // Sku - The sku of the workspace.
+ Sku *Sku `json:"sku,omitempty"`
+}
+
+// MarshalJSON is the custom marshaler for Resource.
+func (r Resource) MarshalJSON() ([]byte, error) {
+ objectMap := make(map[string]interface{})
+ if r.Identity != nil {
+ objectMap["identity"] = r.Identity
+ }
+ if r.Location != nil {
+ objectMap["location"] = r.Location
+ }
+ if r.Tags != nil {
+ objectMap["tags"] = r.Tags
+ }
+ if r.Sku != nil {
+ objectMap["sku"] = r.Sku
+ }
+ return json.Marshal(objectMap)
+}
+
+// ResourceID represents a resource ID. For example, for a subnet, it is the resource URL for the subnet.
+type ResourceID struct {
+ // ID - The ID of the resource
+ ID *string `json:"id,omitempty"`
+}
+
+// ResourceName the Resource Name.
+type ResourceName struct {
+ // Value - READ-ONLY; The name of the resource.
+ Value *string `json:"value,omitempty"`
+ // LocalizedValue - READ-ONLY; The localized name of the resource.
+ LocalizedValue *string `json:"localizedValue,omitempty"`
+}
+
+// ResourceQuota the quota assigned to a resource.
+type ResourceQuota struct {
+ // ID - READ-ONLY; Specifies the resource ID.
+ ID *string `json:"id,omitempty"`
+ // Type - READ-ONLY; Specifies the resource type.
+ Type *string `json:"type,omitempty"`
+ // Name - READ-ONLY; Name of the resource.
+ Name *ResourceName `json:"name,omitempty"`
+ // Limit - READ-ONLY; The maximum permitted quota of the resource.
+ Limit *int64 `json:"limit,omitempty"`
+ // Unit - READ-ONLY; An enum describing the unit of quota measurement. Possible values include: 'Count'
+ Unit QuotaUnit `json:"unit,omitempty"`
+}
+
+// ResourceSkuLocationInfo ...
+type ResourceSkuLocationInfo struct {
+ // Location - READ-ONLY; Location of the SKU
+ Location *string `json:"location,omitempty"`
+ // Zones - READ-ONLY; List of availability zones where the SKU is supported.
+ Zones *[]string `json:"zones,omitempty"`
+ // ZoneDetails - READ-ONLY; Details of capabilities available to a SKU in specific zones.
+ ZoneDetails *[]ResourceSkuZoneDetails `json:"zoneDetails,omitempty"`
+}
+
+// ResourceSkuZoneDetails describes The zonal capabilities of a SKU.
+type ResourceSkuZoneDetails struct {
+ // Name - READ-ONLY; The set of zones that the SKU is available in with the specified capabilities.
+ Name *[]string `json:"name,omitempty"`
+ // Capabilities - READ-ONLY; A list of capabilities that are available for the SKU in the specified list of zones.
+ Capabilities *[]SKUCapability `json:"capabilities,omitempty"`
+}
+
+// Restriction the restriction because of which SKU cannot be used.
+type Restriction struct {
+ // Type - READ-ONLY; The type of restrictions. As of now only possible value for this is location.
+ Type *string `json:"type,omitempty"`
+ // Values - READ-ONLY; The value of restrictions. If the restriction type is set to location. This would be different locations where the SKU is restricted.
+ Values *[]string `json:"values,omitempty"`
+ // ReasonCode - The reason for the restriction. Possible values include: 'NotSpecified', 'NotAvailableForRegion', 'NotAvailableForSubscription'
+ ReasonCode ReasonCode `json:"reasonCode,omitempty"`
+}
+
+// ScaleSettings scale settings for AML Compute
+type ScaleSettings struct {
+ // MaxNodeCount - Max number of nodes to use
+ MaxNodeCount *int32 `json:"maxNodeCount,omitempty"`
+ // MinNodeCount - Min number of nodes to use
+ MinNodeCount *int32 `json:"minNodeCount,omitempty"`
+ // NodeIdleTimeBeforeScaleDown - Node Idle Time before scaling down amlCompute
+ NodeIdleTimeBeforeScaleDown *string `json:"nodeIdleTimeBeforeScaleDown,omitempty"`
+}
+
+// ServicePrincipalCredentials service principal credentials.
+type ServicePrincipalCredentials struct {
+ // ClientID - Client Id
+ ClientID *string `json:"clientId,omitempty"`
+ // ClientSecret - Client secret
+ ClientSecret *string `json:"clientSecret,omitempty"`
+}
+
+// Sku sku of the resource
+type Sku struct {
+ // Name - Name of the sku
+ Name *string `json:"name,omitempty"`
+ // Tier - Tier of the sku like Basic or Enterprise
+ Tier *string `json:"tier,omitempty"`
+}
+
+// SKUCapability features/user capabilities associated with the sku
+type SKUCapability struct {
+ // Name - Capability/Feature ID
+ Name *string `json:"name,omitempty"`
+ // Value - Details about the feature/capability
+ Value *string `json:"value,omitempty"`
+}
+
+// SkuListResult list of skus with features
+type SkuListResult struct {
+ autorest.Response `json:"-"`
+ Value *[]WorkspaceSku `json:"value,omitempty"`
+ // NextLink - The URI to fetch the next page of Workspace Skus. Call ListNext() with this URI to fetch the next page of Workspace Skus
+ NextLink *string `json:"nextLink,omitempty"`
+}
+
+// SkuListResultIterator provides access to a complete listing of WorkspaceSku values.
+type SkuListResultIterator struct {
+ i int
+ page SkuListResultPage
+}
+
+// NextWithContext advances to the next value. If there was an error making
+// the request the iterator does not advance and the error is returned.
+func (iter *SkuListResultIterator) NextWithContext(ctx context.Context) (err error) {
+ if tracing.IsEnabled() {
+ ctx = tracing.StartSpan(ctx, fqdn+"/SkuListResultIterator.NextWithContext")
+ defer func() {
+ sc := -1
+ if iter.Response().Response.Response != nil {
+ sc = iter.Response().Response.Response.StatusCode
+ }
+ tracing.EndSpan(ctx, sc, err)
+ }()
+ }
+ iter.i++
+ if iter.i < len(iter.page.Values()) {
+ return nil
+ }
+ err = iter.page.NextWithContext(ctx)
+ if err != nil {
+ iter.i--
+ return err
+ }
+ iter.i = 0
+ return nil
+}
+
+// Next advances to the next value. If there was an error making
+// the request the iterator does not advance and the error is returned.
+// Deprecated: Use NextWithContext() instead.
+func (iter *SkuListResultIterator) Next() error {
+ return iter.NextWithContext(context.Background())
+}
+
+// NotDone returns true if the enumeration should be started or is not yet complete.
+func (iter SkuListResultIterator) NotDone() bool {
+ return iter.page.NotDone() && iter.i < len(iter.page.Values())
+}
+
+// Response returns the raw server response from the last page request.
+func (iter SkuListResultIterator) Response() SkuListResult {
+ return iter.page.Response()
+}
+
+// Value returns the current value or a zero-initialized value if the
+// iterator has advanced beyond the end of the collection.
+func (iter SkuListResultIterator) Value() WorkspaceSku {
+ if !iter.page.NotDone() {
+ return WorkspaceSku{}
+ }
+ return iter.page.Values()[iter.i]
+}
+
+// Creates a new instance of the SkuListResultIterator type.
+func NewSkuListResultIterator(page SkuListResultPage) SkuListResultIterator {
+ return SkuListResultIterator{page: page}
+}
+
+// IsEmpty returns true if the ListResult contains no values.
+func (slr SkuListResult) IsEmpty() bool {
+ return slr.Value == nil || len(*slr.Value) == 0
+}
+
+// skuListResultPreparer prepares a request to retrieve the next set of results.
+// It returns nil if no more results exist.
+func (slr SkuListResult) skuListResultPreparer(ctx context.Context) (*http.Request, error) {
+ if slr.NextLink == nil || len(to.String(slr.NextLink)) < 1 {
+ return nil, nil
+ }
+ return autorest.Prepare((&http.Request{}).WithContext(ctx),
+ autorest.AsJSON(),
+ autorest.AsGet(),
+ autorest.WithBaseURL(to.String(slr.NextLink)))
+}
+
+// SkuListResultPage contains a page of WorkspaceSku values.
+type SkuListResultPage struct {
+ fn func(context.Context, SkuListResult) (SkuListResult, error)
+ slr SkuListResult
+}
+
+// NextWithContext advances to the next page of values. If there was an error making
+// the request the page does not advance and the error is returned.
+func (page *SkuListResultPage) NextWithContext(ctx context.Context) (err error) {
+ if tracing.IsEnabled() {
+ ctx = tracing.StartSpan(ctx, fqdn+"/SkuListResultPage.NextWithContext")
+ defer func() {
+ sc := -1
+ if page.Response().Response.Response != nil {
+ sc = page.Response().Response.Response.StatusCode
+ }
+ tracing.EndSpan(ctx, sc, err)
+ }()
+ }
+ next, err := page.fn(ctx, page.slr)
+ if err != nil {
+ return err
+ }
+ page.slr = next
+ return nil
+}
+
+// Next advances to the next page of values. If there was an error making
+// the request the page does not advance and the error is returned.
+// Deprecated: Use NextWithContext() instead.
+func (page *SkuListResultPage) Next() error {
+ return page.NextWithContext(context.Background())
+}
+
+// NotDone returns true if the page enumeration should be started or is not yet complete.
+func (page SkuListResultPage) NotDone() bool {
+ return !page.slr.IsEmpty()
+}
+
+// Response returns the raw server response from the last page request.
+func (page SkuListResultPage) Response() SkuListResult {
+ return page.slr
+}
+
+// Values returns the slice of values for the current page or nil if there are no values.
+func (page SkuListResultPage) Values() []WorkspaceSku {
+ if page.slr.IsEmpty() {
+ return nil
+ }
+ return *page.slr.Value
+}
+
+// Creates a new instance of the SkuListResultPage type.
+func NewSkuListResultPage(getNextPage func(context.Context, SkuListResult) (SkuListResult, error)) SkuListResultPage {
+ return SkuListResultPage{fn: getNextPage}
+}
+
+// SslConfiguration the ssl configuration for scoring
+type SslConfiguration struct {
+ // Status - Enable or disable ssl for scoring. Possible values include: 'Disabled', 'Enabled'
+ Status Status1 `json:"status,omitempty"`
+ // Cert - Cert data
+ Cert *string `json:"cert,omitempty"`
+ // Key - Key data
+ Key *string `json:"key,omitempty"`
+ // Cname - CNAME of the cert
+ Cname *string `json:"cname,omitempty"`
+}
+
+// SystemService a system service running on a compute.
+type SystemService struct {
+ // SystemServiceType - READ-ONLY; The type of this system service.
+ SystemServiceType *string `json:"systemServiceType,omitempty"`
+ // PublicIPAddress - READ-ONLY; Public IP address
+ PublicIPAddress *string `json:"publicIpAddress,omitempty"`
+ // Version - READ-ONLY; The version for this type.
+ Version *string `json:"version,omitempty"`
+}
+
+// UpdateWorkspaceQuotas the properties for update Quota response.
+type UpdateWorkspaceQuotas struct {
+ // ID - READ-ONLY; Specifies the resource ID.
+ ID *string `json:"id,omitempty"`
+ // Type - READ-ONLY; Specifies the resource type.
+ Type *string `json:"type,omitempty"`
+ // Limit - The maximum permitted quota of the resource.
+ Limit *int64 `json:"limit,omitempty"`
+ // Unit - READ-ONLY; An enum describing the unit of quota measurement. Possible values include: 'Count'
+ Unit QuotaUnit `json:"unit,omitempty"`
+ // Status - Status of update workspace quota. Possible values include: 'Undefined', 'Success', 'Failure', 'InvalidQuotaBelowClusterMinimum', 'InvalidQuotaExceedsSubscriptionLimit', 'InvalidVMFamilyName', 'OperationNotSupportedForSku', 'OperationNotEnabledForRegion'
+ Status Status `json:"status,omitempty"`
+}
+
+// UpdateWorkspaceQuotasResult the result of update workspace quota.
+type UpdateWorkspaceQuotasResult struct {
+ autorest.Response `json:"-"`
+ // Value - READ-ONLY; The list of workspace quota update result.
+ Value *[]UpdateWorkspaceQuotas `json:"value,omitempty"`
+ // NextLink - READ-ONLY; The URI to fetch the next page of workspace quota update result. Call ListNext() with this to fetch the next page of Workspace Quota update result.
+ NextLink *string `json:"nextLink,omitempty"`
+}
+
+// Usage describes AML Resource Usage.
+type Usage struct {
+ // ID - READ-ONLY; Specifies the resource ID.
+ ID *string `json:"id,omitempty"`
+ // Type - READ-ONLY; Specifies the resource type.
+ Type *string `json:"type,omitempty"`
+ // Unit - READ-ONLY; An enum describing the unit of usage measurement. Possible values include: 'UsageUnitCount'
+ Unit UsageUnit `json:"unit,omitempty"`
+ // CurrentValue - READ-ONLY; The current usage of the resource.
+ CurrentValue *int64 `json:"currentValue,omitempty"`
+ // Limit - READ-ONLY; The maximum permitted usage of the resource.
+ Limit *int64 `json:"limit,omitempty"`
+ // Name - READ-ONLY; The name of the type of usage.
+ Name *UsageName `json:"name,omitempty"`
+}
+
+// UsageName the Usage Names.
+type UsageName struct {
+ // Value - READ-ONLY; The name of the resource.
+ Value *string `json:"value,omitempty"`
+ // LocalizedValue - READ-ONLY; The localized name of the resource.
+ LocalizedValue *string `json:"localizedValue,omitempty"`
+}
+
+// UserAccountCredentials settings for user account that gets created on each on the nodes of a compute.
+type UserAccountCredentials struct {
+ // AdminUserName - Name of the administrator user account which can be used to SSH to nodes.
+ AdminUserName *string `json:"adminUserName,omitempty"`
+ // AdminUserSSHPublicKey - SSH public key of the administrator user account.
+ AdminUserSSHPublicKey *string `json:"adminUserSshPublicKey,omitempty"`
+ // AdminUserPassword - Password of the administrator user account.
+ AdminUserPassword *string `json:"adminUserPassword,omitempty"`
+}
+
+// VirtualMachine a Machine Learning compute based on Azure Virtual Machines.
+type VirtualMachine struct {
+ Properties *VirtualMachineProperties `json:"properties,omitempty"`
+ // ComputeLocation - Location for the underlying compute
+ ComputeLocation *string `json:"computeLocation,omitempty"`
+ // ProvisioningState - READ-ONLY; The provision state of the cluster. Valid values are Unknown, Updating, Provisioning, Succeeded, and Failed. Possible values include: 'Unknown', 'Updating', 'Creating', 'Deleting', 'Succeeded', 'Failed', 'Canceled'
+ ProvisioningState ProvisioningState `json:"provisioningState,omitempty"`
+ // Description - The description of the Machine Learning compute.
+ Description *string `json:"description,omitempty"`
+ // CreatedOn - READ-ONLY; The date and time when the compute was created.
+ CreatedOn *date.Time `json:"createdOn,omitempty"`
+ // ModifiedOn - READ-ONLY; The date and time when the compute was last modified.
+ ModifiedOn *date.Time `json:"modifiedOn,omitempty"`
+ // ResourceID - ARM resource id of the underlying compute
+ ResourceID *string `json:"resourceId,omitempty"`
+ // ProvisioningErrors - READ-ONLY; Errors during provisioning
+ ProvisioningErrors *[]Error `json:"provisioningErrors,omitempty"`
+ // IsAttachedCompute - READ-ONLY; Indicating whether the compute was provisioned by user and brought from outside if true, or machine learning service provisioned it if false.
+ IsAttachedCompute *bool `json:"isAttachedCompute,omitempty"`
+ // ComputeType - Possible values include: 'ComputeTypeCompute', 'ComputeTypeAKS1', 'ComputeTypeAmlCompute1', 'ComputeTypeVirtualMachine1', 'ComputeTypeHDInsight1', 'ComputeTypeDataFactory1', 'ComputeTypeDatabricks1', 'ComputeTypeDataLakeAnalytics1'
+ ComputeType ComputeTypeBasicCompute `json:"computeType,omitempty"`
+}
+
+// MarshalJSON is the custom marshaler for VirtualMachine.
+func (VM VirtualMachine) MarshalJSON() ([]byte, error) {
+ VM.ComputeType = ComputeTypeVirtualMachine1
+ objectMap := make(map[string]interface{})
+ if VM.Properties != nil {
+ objectMap["properties"] = VM.Properties
+ }
+ if VM.ComputeLocation != nil {
+ objectMap["computeLocation"] = VM.ComputeLocation
+ }
+ if VM.Description != nil {
+ objectMap["description"] = VM.Description
+ }
+ if VM.ResourceID != nil {
+ objectMap["resourceId"] = VM.ResourceID
+ }
+ if VM.ComputeType != "" {
+ objectMap["computeType"] = VM.ComputeType
+ }
+ return json.Marshal(objectMap)
+}
+
+// AsAKS is the BasicCompute implementation for VirtualMachine.
+func (VM VirtualMachine) AsAKS() (*AKS, bool) {
+ return nil, false
+}
+
+// AsAmlCompute is the BasicCompute implementation for VirtualMachine.
+func (VM VirtualMachine) AsAmlCompute() (*AmlCompute, bool) {
+ return nil, false
+}
+
+// AsVirtualMachine is the BasicCompute implementation for VirtualMachine.
+func (VM VirtualMachine) AsVirtualMachine() (*VirtualMachine, bool) {
+ return &VM, true
+}
+
+// AsHDInsight is the BasicCompute implementation for VirtualMachine.
+func (VM VirtualMachine) AsHDInsight() (*HDInsight, bool) {
+ return nil, false
+}
+
+// AsDataFactory is the BasicCompute implementation for VirtualMachine.
+func (VM VirtualMachine) AsDataFactory() (*DataFactory, bool) {
+ return nil, false
+}
+
+// AsDatabricks is the BasicCompute implementation for VirtualMachine.
+func (VM VirtualMachine) AsDatabricks() (*Databricks, bool) {
+ return nil, false
+}
+
+// AsDataLakeAnalytics is the BasicCompute implementation for VirtualMachine.
+func (VM VirtualMachine) AsDataLakeAnalytics() (*DataLakeAnalytics, bool) {
+ return nil, false
+}
+
+// AsCompute is the BasicCompute implementation for VirtualMachine.
+func (VM VirtualMachine) AsCompute() (*Compute, bool) {
+ return nil, false
+}
+
+// AsBasicCompute is the BasicCompute implementation for VirtualMachine.
+func (VM VirtualMachine) AsBasicCompute() (BasicCompute, bool) {
+ return &VM, true
+}
+
+// VirtualMachineProperties ...
+type VirtualMachineProperties struct {
+ // VirtualMachineSize - Virtual Machine size
+ VirtualMachineSize *string `json:"virtualMachineSize,omitempty"`
+ // SSHPort - Port open for ssh connections.
+ SSHPort *int32 `json:"sshPort,omitempty"`
+ // Address - Public IP address of the virtual machine.
+ Address *string `json:"address,omitempty"`
+ // AdministratorAccount - Admin credentials for virtual machine
+ AdministratorAccount *VirtualMachineSSHCredentials `json:"administratorAccount,omitempty"`
+}
+
+// VirtualMachineSecrets secrets related to a Machine Learning compute based on AKS.
+type VirtualMachineSecrets struct {
+ // AdministratorAccount - Admin credentials for virtual machine.
+ AdministratorAccount *VirtualMachineSSHCredentials `json:"administratorAccount,omitempty"`
+ // ComputeType - Possible values include: 'ComputeTypeBasicComputeSecretsComputeTypeComputeSecrets', 'ComputeTypeBasicComputeSecretsComputeTypeAKS', 'ComputeTypeBasicComputeSecretsComputeTypeVirtualMachine', 'ComputeTypeBasicComputeSecretsComputeTypeDatabricks'
+ ComputeType ComputeTypeBasicComputeSecrets `json:"computeType,omitempty"`
+}
+
+// MarshalJSON is the custom marshaler for VirtualMachineSecrets.
+func (vms VirtualMachineSecrets) MarshalJSON() ([]byte, error) {
+ vms.ComputeType = ComputeTypeBasicComputeSecretsComputeTypeVirtualMachine
+ objectMap := make(map[string]interface{})
+ if vms.AdministratorAccount != nil {
+ objectMap["administratorAccount"] = vms.AdministratorAccount
+ }
+ if vms.ComputeType != "" {
+ objectMap["computeType"] = vms.ComputeType
+ }
+ return json.Marshal(objectMap)
+}
+
+// AsAksComputeSecrets is the BasicComputeSecrets implementation for VirtualMachineSecrets.
+func (vms VirtualMachineSecrets) AsAksComputeSecrets() (*AksComputeSecrets, bool) {
+ return nil, false
+}
+
+// AsVirtualMachineSecrets is the BasicComputeSecrets implementation for VirtualMachineSecrets.
+func (vms VirtualMachineSecrets) AsVirtualMachineSecrets() (*VirtualMachineSecrets, bool) {
+ return &vms, true
+}
+
+// AsDatabricksComputeSecrets is the BasicComputeSecrets implementation for VirtualMachineSecrets.
+func (vms VirtualMachineSecrets) AsDatabricksComputeSecrets() (*DatabricksComputeSecrets, bool) {
+ return nil, false
+}
+
+// AsComputeSecrets is the BasicComputeSecrets implementation for VirtualMachineSecrets.
+func (vms VirtualMachineSecrets) AsComputeSecrets() (*ComputeSecrets, bool) {
+ return nil, false
+}
+
+// AsBasicComputeSecrets is the BasicComputeSecrets implementation for VirtualMachineSecrets.
+func (vms VirtualMachineSecrets) AsBasicComputeSecrets() (BasicComputeSecrets, bool) {
+ return &vms, true
+}
+
+// VirtualMachineSize describes the properties of a VM size.
+type VirtualMachineSize struct {
+ // Name - READ-ONLY; The name of the virtual machine size.
+ Name *string `json:"name,omitempty"`
+ // Family - READ-ONLY; The family name of the virtual machine size.
+ Family *string `json:"family,omitempty"`
+ // VCPUs - READ-ONLY; The number of vCPUs supported by the virtual machine size.
+ VCPUs *int32 `json:"vCPUs,omitempty"`
+ // Gpus - READ-ONLY; The number of gPUs supported by the virtual machine size.
+ Gpus *int32 `json:"gpus,omitempty"`
+ // OsVhdSizeMB - READ-ONLY; The OS VHD disk size, in MB, allowed by the virtual machine size.
+ OsVhdSizeMB *int32 `json:"osVhdSizeMB,omitempty"`
+ // MaxResourceVolumeMB - READ-ONLY; The resource volume size, in MB, allowed by the virtual machine size.
+ MaxResourceVolumeMB *int32 `json:"maxResourceVolumeMB,omitempty"`
+ // MemoryGB - READ-ONLY; The amount of memory, in GB, supported by the virtual machine size.
+ MemoryGB *float64 `json:"memoryGB,omitempty"`
+ // LowPriorityCapable - READ-ONLY; Specifies if the virtual machine size supports low priority VMs.
+ LowPriorityCapable *bool `json:"lowPriorityCapable,omitempty"`
+ // PremiumIO - READ-ONLY; Specifies if the virtual machine size supports premium IO.
+ PremiumIO *bool `json:"premiumIO,omitempty"`
+}
+
+// VirtualMachineSizeListResult the List Virtual Machine size operation response.
+type VirtualMachineSizeListResult struct {
+ autorest.Response `json:"-"`
+ // AmlCompute - The list of virtual machine sizes supported by AmlCompute.
+ AmlCompute *[]VirtualMachineSize `json:"amlCompute,omitempty"`
+}
+
+// VirtualMachineSSHCredentials admin credentials for virtual machine
+type VirtualMachineSSHCredentials struct {
+ // Username - Username of admin account
+ Username *string `json:"username,omitempty"`
+ // Password - Password of admin account
+ Password *string `json:"password,omitempty"`
+ // PublicKeyData - Public key data
+ PublicKeyData *string `json:"publicKeyData,omitempty"`
+ // PrivateKeyData - Private key data
+ PrivateKeyData *string `json:"privateKeyData,omitempty"`
+}
+
+// Workspace an object that represents a machine learning workspace.
+type Workspace struct {
+ autorest.Response `json:"-"`
+ // WorkspaceProperties - The properties of the machine learning workspace.
+ *WorkspaceProperties `json:"properties,omitempty"`
+ // ID - READ-ONLY; Specifies the resource ID.
+ ID *string `json:"id,omitempty"`
+ // Name - READ-ONLY; Specifies the name of the resource.
+ Name *string `json:"name,omitempty"`
+ // Identity - The identity of the resource.
+ Identity *Identity `json:"identity,omitempty"`
+ // Location - Specifies the location of the resource.
+ Location *string `json:"location,omitempty"`
+ // Type - READ-ONLY; Specifies the type of the resource.
+ Type *string `json:"type,omitempty"`
+ // Tags - Contains resource tags defined as key/value pairs.
+ Tags map[string]*string `json:"tags"`
+ // Sku - The sku of the workspace.
+ Sku *Sku `json:"sku,omitempty"`
+}
+
+// MarshalJSON is the custom marshaler for Workspace.
+func (w Workspace) MarshalJSON() ([]byte, error) {
+ objectMap := make(map[string]interface{})
+ if w.WorkspaceProperties != nil {
+ objectMap["properties"] = w.WorkspaceProperties
+ }
+ if w.Identity != nil {
+ objectMap["identity"] = w.Identity
+ }
+ if w.Location != nil {
+ objectMap["location"] = w.Location
+ }
+ if w.Tags != nil {
+ objectMap["tags"] = w.Tags
+ }
+ if w.Sku != nil {
+ objectMap["sku"] = w.Sku
+ }
+ return json.Marshal(objectMap)
+}
+
+// UnmarshalJSON is the custom unmarshaler for Workspace struct.
+func (w *Workspace) UnmarshalJSON(body []byte) error {
+ var m map[string]*json.RawMessage
+ err := json.Unmarshal(body, &m)
+ if err != nil {
+ return err
+ }
+ for k, v := range m {
+ switch k {
+ case "properties":
+ if v != nil {
+ var workspaceProperties WorkspaceProperties
+ err = json.Unmarshal(*v, &workspaceProperties)
+ if err != nil {
+ return err
+ }
+ w.WorkspaceProperties = &workspaceProperties
+ }
+ case "id":
+ if v != nil {
+ var ID string
+ err = json.Unmarshal(*v, &ID)
+ if err != nil {
+ return err
+ }
+ w.ID = &ID
+ }
+ case "name":
+ if v != nil {
+ var name string
+ err = json.Unmarshal(*v, &name)
+ if err != nil {
+ return err
+ }
+ w.Name = &name
+ }
+ case "identity":
+ if v != nil {
+ var identity Identity
+ err = json.Unmarshal(*v, &identity)
+ if err != nil {
+ return err
+ }
+ w.Identity = &identity
+ }
+ case "location":
+ if v != nil {
+ var location string
+ err = json.Unmarshal(*v, &location)
+ if err != nil {
+ return err
+ }
+ w.Location = &location
+ }
+ case "type":
+ if v != nil {
+ var typeVar string
+ err = json.Unmarshal(*v, &typeVar)
+ if err != nil {
+ return err
+ }
+ w.Type = &typeVar
+ }
+ case "tags":
+ if v != nil {
+ var tags map[string]*string
+ err = json.Unmarshal(*v, &tags)
+ if err != nil {
+ return err
+ }
+ w.Tags = tags
+ }
+ case "sku":
+ if v != nil {
+ var sku Sku
+ err = json.Unmarshal(*v, &sku)
+ if err != nil {
+ return err
+ }
+ w.Sku = &sku
+ }
+ }
+ }
+
+ return nil
+}
+
+// WorkspaceListResult the result of a request to list machine learning workspaces.
+type WorkspaceListResult struct {
+ autorest.Response `json:"-"`
+ // Value - The list of machine learning workspaces. Since this list may be incomplete, the nextLink field should be used to request the next list of machine learning workspaces.
+ Value *[]Workspace `json:"value,omitempty"`
+ // NextLink - The URI that can be used to request the next list of machine learning workspaces.
+ NextLink *string `json:"nextLink,omitempty"`
+}
+
+// WorkspaceListResultIterator provides access to a complete listing of Workspace values.
+type WorkspaceListResultIterator struct {
+ i int
+ page WorkspaceListResultPage
+}
+
+// NextWithContext advances to the next value. If there was an error making
+// the request the iterator does not advance and the error is returned.
+func (iter *WorkspaceListResultIterator) NextWithContext(ctx context.Context) (err error) {
+ if tracing.IsEnabled() {
+ ctx = tracing.StartSpan(ctx, fqdn+"/WorkspaceListResultIterator.NextWithContext")
+ defer func() {
+ sc := -1
+ if iter.Response().Response.Response != nil {
+ sc = iter.Response().Response.Response.StatusCode
+ }
+ tracing.EndSpan(ctx, sc, err)
+ }()
+ }
+ iter.i++
+ if iter.i < len(iter.page.Values()) {
+ return nil
+ }
+ err = iter.page.NextWithContext(ctx)
+ if err != nil {
+ iter.i--
+ return err
+ }
+ iter.i = 0
+ return nil
+}
+
+// Next advances to the next value. If there was an error making
+// the request the iterator does not advance and the error is returned.
+// Deprecated: Use NextWithContext() instead.
+func (iter *WorkspaceListResultIterator) Next() error {
+ return iter.NextWithContext(context.Background())
+}
+
+// NotDone returns true if the enumeration should be started or is not yet complete.
+func (iter WorkspaceListResultIterator) NotDone() bool {
+ return iter.page.NotDone() && iter.i < len(iter.page.Values())
+}
+
+// Response returns the raw server response from the last page request.
+func (iter WorkspaceListResultIterator) Response() WorkspaceListResult {
+ return iter.page.Response()
+}
+
+// Value returns the current value or a zero-initialized value if the
+// iterator has advanced beyond the end of the collection.
+func (iter WorkspaceListResultIterator) Value() Workspace {
+ if !iter.page.NotDone() {
+ return Workspace{}
+ }
+ return iter.page.Values()[iter.i]
+}
+
+// Creates a new instance of the WorkspaceListResultIterator type.
+func NewWorkspaceListResultIterator(page WorkspaceListResultPage) WorkspaceListResultIterator {
+ return WorkspaceListResultIterator{page: page}
+}
+
+// IsEmpty returns true if the ListResult contains no values.
+func (wlr WorkspaceListResult) IsEmpty() bool {
+ return wlr.Value == nil || len(*wlr.Value) == 0
+}
+
+// workspaceListResultPreparer prepares a request to retrieve the next set of results.
+// It returns nil if no more results exist.
+func (wlr WorkspaceListResult) workspaceListResultPreparer(ctx context.Context) (*http.Request, error) {
+ if wlr.NextLink == nil || len(to.String(wlr.NextLink)) < 1 {
+ return nil, nil
+ }
+ return autorest.Prepare((&http.Request{}).WithContext(ctx),
+ autorest.AsJSON(),
+ autorest.AsGet(),
+ autorest.WithBaseURL(to.String(wlr.NextLink)))
+}
+
+// WorkspaceListResultPage contains a page of Workspace values.
+type WorkspaceListResultPage struct {
+ fn func(context.Context, WorkspaceListResult) (WorkspaceListResult, error)
+ wlr WorkspaceListResult
+}
+
+// NextWithContext advances to the next page of values. If there was an error making
+// the request the page does not advance and the error is returned.
+func (page *WorkspaceListResultPage) NextWithContext(ctx context.Context) (err error) {
+ if tracing.IsEnabled() {
+ ctx = tracing.StartSpan(ctx, fqdn+"/WorkspaceListResultPage.NextWithContext")
+ defer func() {
+ sc := -1
+ if page.Response().Response.Response != nil {
+ sc = page.Response().Response.Response.StatusCode
+ }
+ tracing.EndSpan(ctx, sc, err)
+ }()
+ }
+ next, err := page.fn(ctx, page.wlr)
+ if err != nil {
+ return err
+ }
+ page.wlr = next
+ return nil
+}
+
+// Next advances to the next page of values. If there was an error making
+// the request the page does not advance and the error is returned.
+// Deprecated: Use NextWithContext() instead.
+func (page *WorkspaceListResultPage) Next() error {
+ return page.NextWithContext(context.Background())
+}
+
+// NotDone returns true if the page enumeration should be started or is not yet complete.
+func (page WorkspaceListResultPage) NotDone() bool {
+ return !page.wlr.IsEmpty()
+}
+
+// Response returns the raw server response from the last page request.
+func (page WorkspaceListResultPage) Response() WorkspaceListResult {
+ return page.wlr
+}
+
+// Values returns the slice of values for the current page or nil if there are no values.
+func (page WorkspaceListResultPage) Values() []Workspace {
+ if page.wlr.IsEmpty() {
+ return nil
+ }
+ return *page.wlr.Value
+}
+
+// Creates a new instance of the WorkspaceListResultPage type.
+func NewWorkspaceListResultPage(getNextPage func(context.Context, WorkspaceListResult) (WorkspaceListResult, error)) WorkspaceListResultPage {
+ return WorkspaceListResultPage{fn: getNextPage}
+}
+
+// WorkspaceProperties the properties of a machine learning workspace.
+type WorkspaceProperties struct {
+ // WorkspaceID - READ-ONLY; The immutable id associated with this workspace.
+ WorkspaceID *string `json:"workspaceId,omitempty"`
+ // Description - The description of this workspace.
+ Description *string `json:"description,omitempty"`
+ // FriendlyName - The friendly name for this workspace. This name in mutable
+ FriendlyName *string `json:"friendlyName,omitempty"`
+ // CreationTime - READ-ONLY; The creation time of the machine learning workspace in ISO8601 format.
+ CreationTime *date.Time `json:"creationTime,omitempty"`
+ // KeyVault - ARM id of the key vault associated with this workspace. This cannot be changed once the workspace has been created
+ KeyVault *string `json:"keyVault,omitempty"`
+ // ApplicationInsights - ARM id of the application insights associated with this workspace. This cannot be changed once the workspace has been created
+ ApplicationInsights *string `json:"applicationInsights,omitempty"`
+ // ContainerRegistry - ARM id of the container registry associated with this workspace. This cannot be changed once the workspace has been created
+ ContainerRegistry *string `json:"containerRegistry,omitempty"`
+ // StorageAccount - ARM id of the storage account associated with this workspace. This cannot be changed once the workspace has been created
+ StorageAccount *string `json:"storageAccount,omitempty"`
+ // DiscoveryURL - Url for the discovery service to identify regional endpoints for machine learning experimentation services
+ DiscoveryURL *string `json:"discoveryUrl,omitempty"`
+ // ProvisioningState - READ-ONLY; The current deployment state of workspace resource. The provisioningState is to indicate states for resource provisioning. Possible values include: 'Unknown', 'Updating', 'Creating', 'Deleting', 'Succeeded', 'Failed', 'Canceled'
+ ProvisioningState ProvisioningState `json:"provisioningState,omitempty"`
+}
+
+// WorkspacePropertiesUpdateParameters the parameters for updating the properties of a machine learning
+// workspace.
+type WorkspacePropertiesUpdateParameters struct {
+ // Description - The description of this workspace.
+ Description *string `json:"description,omitempty"`
+ // FriendlyName - The friendly name for this workspace.
+ FriendlyName *string `json:"friendlyName,omitempty"`
+}
+
+// WorkspacesCreateOrUpdateFuture an abstraction for monitoring and retrieving the results of a
+// long-running operation.
+type WorkspacesCreateOrUpdateFuture struct {
+ azure.Future
+}
+
+// Result returns the result of the asynchronous operation.
+// If the operation has not completed it will return an error.
+func (future *WorkspacesCreateOrUpdateFuture) Result(client WorkspacesClient) (w Workspace, err error) {
+ var done bool
+ done, err = future.DoneWithContext(context.Background(), client)
+ if err != nil {
+ err = autorest.NewErrorWithError(err, "machinelearningservices.WorkspacesCreateOrUpdateFuture", "Result", future.Response(), "Polling failure")
+ return
+ }
+ if !done {
+ err = azure.NewAsyncOpIncompleteError("machinelearningservices.WorkspacesCreateOrUpdateFuture")
+ return
+ }
+ sender := autorest.DecorateSender(client, autorest.DoRetryForStatusCodes(client.RetryAttempts, client.RetryDuration, autorest.StatusCodesForRetry...))
+ if w.Response.Response, err = future.GetResult(sender); err == nil && w.Response.Response.StatusCode != http.StatusNoContent {
+ w, err = client.CreateOrUpdateResponder(w.Response.Response)
+ if err != nil {
+ err = autorest.NewErrorWithError(err, "machinelearningservices.WorkspacesCreateOrUpdateFuture", "Result", w.Response.Response, "Failure responding to request")
+ }
+ }
+ return
+}
+
+// WorkspaceSku describes Workspace Sku details and features
+type WorkspaceSku struct {
+ // Locations - READ-ONLY; The set of locations that the SKU is available. This will be supported and registered Azure Geo Regions (e.g. West US, East US, Southeast Asia, etc.).
+ Locations *[]string `json:"locations,omitempty"`
+ // LocationInfo - READ-ONLY; A list of locations and availability zones in those locations where the SKU is available.
+ LocationInfo *[]ResourceSkuLocationInfo `json:"locationInfo,omitempty"`
+ // Tier - READ-ONLY; Sku Tier like Basic or Enterprise
+ Tier *string `json:"tier,omitempty"`
+ // ResourceType - READ-ONLY
+ ResourceType *string `json:"resourceType,omitempty"`
+ // Name - READ-ONLY
+ Name *string `json:"name,omitempty"`
+ // Capabilities - READ-ONLY; List of features/user capabilities associated with the sku
+ Capabilities *[]SKUCapability `json:"capabilities,omitempty"`
+ // Restrictions - The restrictions because of which SKU cannot be used. This is empty if there are no restrictions.
+ Restrictions *[]Restriction `json:"restrictions,omitempty"`
+}
+
+// WorkspaceUpdateParameters the parameters for updating a machine learning workspace.
+type WorkspaceUpdateParameters struct {
+ // Tags - The resource tags for the machine learning workspace.
+ Tags map[string]*string `json:"tags"`
+ // Sku - The sku of the workspace.
+ Sku *Sku `json:"sku,omitempty"`
+ // WorkspacePropertiesUpdateParameters - The properties that the machine learning workspace will be updated with.
+ *WorkspacePropertiesUpdateParameters `json:"properties,omitempty"`
+}
+
+// MarshalJSON is the custom marshaler for WorkspaceUpdateParameters.
+func (wup WorkspaceUpdateParameters) MarshalJSON() ([]byte, error) {
+ objectMap := make(map[string]interface{})
+ if wup.Tags != nil {
+ objectMap["tags"] = wup.Tags
+ }
+ if wup.Sku != nil {
+ objectMap["sku"] = wup.Sku
+ }
+ if wup.WorkspacePropertiesUpdateParameters != nil {
+ objectMap["properties"] = wup.WorkspacePropertiesUpdateParameters
+ }
+ return json.Marshal(objectMap)
+}
+
+// UnmarshalJSON is the custom unmarshaler for WorkspaceUpdateParameters struct.
+func (wup *WorkspaceUpdateParameters) UnmarshalJSON(body []byte) error {
+ var m map[string]*json.RawMessage
+ err := json.Unmarshal(body, &m)
+ if err != nil {
+ return err
+ }
+ for k, v := range m {
+ switch k {
+ case "tags":
+ if v != nil {
+ var tags map[string]*string
+ err = json.Unmarshal(*v, &tags)
+ if err != nil {
+ return err
+ }
+ wup.Tags = tags
+ }
+ case "sku":
+ if v != nil {
+ var sku Sku
+ err = json.Unmarshal(*v, &sku)
+ if err != nil {
+ return err
+ }
+ wup.Sku = &sku
+ }
+ case "properties":
+ if v != nil {
+ var workspacePropertiesUpdateParameters WorkspacePropertiesUpdateParameters
+ err = json.Unmarshal(*v, &workspacePropertiesUpdateParameters)
+ if err != nil {
+ return err
+ }
+ wup.WorkspacePropertiesUpdateParameters = &workspacePropertiesUpdateParameters
+ }
+ }
+ }
+
+ return nil
+}
diff --git a/vendor/github.com/Azure/azure-sdk-for-go/services/machinelearningservices/mgmt/2019-11-01/machinelearningservices/operations.go b/vendor/github.com/Azure/azure-sdk-for-go/services/machinelearningservices/mgmt/2019-11-01/machinelearningservices/operations.go
new file mode 100644
index 000000000000..d7267ad77249
--- /dev/null
+++ b/vendor/github.com/Azure/azure-sdk-for-go/services/machinelearningservices/mgmt/2019-11-01/machinelearningservices/operations.go
@@ -0,0 +1,109 @@
+package machinelearningservices
+
+// Copyright (c) Microsoft and contributors. All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+//
+// See the License for the specific language governing permissions and
+// limitations under the License.
+//
+// Code generated by Microsoft (R) AutoRest Code Generator.
+// Changes may cause incorrect behavior and will be lost if the code is regenerated.
+
+import (
+ "context"
+ "github.com/Azure/go-autorest/autorest"
+ "github.com/Azure/go-autorest/autorest/azure"
+ "github.com/Azure/go-autorest/tracing"
+ "net/http"
+)
+
+// OperationsClient is the these APIs allow end users to operate on Azure Machine Learning Workspace resources.
+type OperationsClient struct {
+ BaseClient
+}
+
+// NewOperationsClient creates an instance of the OperationsClient client.
+func NewOperationsClient(subscriptionID string) OperationsClient {
+ return NewOperationsClientWithBaseURI(DefaultBaseURI, subscriptionID)
+}
+
+// NewOperationsClientWithBaseURI creates an instance of the OperationsClient client using a custom endpoint. Use this
+// when interacting with an Azure cloud that uses a non-standard base URI (sovereign clouds, Azure stack).
+func NewOperationsClientWithBaseURI(baseURI string, subscriptionID string) OperationsClient {
+ return OperationsClient{NewWithBaseURI(baseURI, subscriptionID)}
+}
+
+// List lists all of the available Azure Machine Learning Workspaces REST API operations.
+func (client OperationsClient) List(ctx context.Context) (result OperationListResult, err error) {
+ if tracing.IsEnabled() {
+ ctx = tracing.StartSpan(ctx, fqdn+"/OperationsClient.List")
+ defer func() {
+ sc := -1
+ if result.Response.Response != nil {
+ sc = result.Response.Response.StatusCode
+ }
+ tracing.EndSpan(ctx, sc, err)
+ }()
+ }
+ req, err := client.ListPreparer(ctx)
+ if err != nil {
+ err = autorest.NewErrorWithError(err, "machinelearningservices.OperationsClient", "List", nil, "Failure preparing request")
+ return
+ }
+
+ resp, err := client.ListSender(req)
+ if err != nil {
+ result.Response = autorest.Response{Response: resp}
+ err = autorest.NewErrorWithError(err, "machinelearningservices.OperationsClient", "List", resp, "Failure sending request")
+ return
+ }
+
+ result, err = client.ListResponder(resp)
+ if err != nil {
+ err = autorest.NewErrorWithError(err, "machinelearningservices.OperationsClient", "List", resp, "Failure responding to request")
+ }
+
+ return
+}
+
+// ListPreparer prepares the List request.
+func (client OperationsClient) ListPreparer(ctx context.Context) (*http.Request, error) {
+ const APIVersion = "2019-11-01"
+ queryParameters := map[string]interface{}{
+ "api-version": APIVersion,
+ }
+
+ preparer := autorest.CreatePreparer(
+ autorest.AsGet(),
+ autorest.WithBaseURL(client.BaseURI),
+ autorest.WithPath("/providers/Microsoft.MachineLearningServices/operations"),
+ autorest.WithQueryParameters(queryParameters))
+ return preparer.Prepare((&http.Request{}).WithContext(ctx))
+}
+
+// ListSender sends the List request. The method will close the
+// http.Response Body if it receives an error.
+func (client OperationsClient) ListSender(req *http.Request) (*http.Response, error) {
+ return client.Send(req, autorest.DoRetryForStatusCodes(client.RetryAttempts, client.RetryDuration, autorest.StatusCodesForRetry...))
+}
+
+// ListResponder handles the response to the List request. The method always
+// closes the http.Response Body.
+func (client OperationsClient) ListResponder(resp *http.Response) (result OperationListResult, err error) {
+ err = autorest.Respond(
+ resp,
+ client.ByInspecting(),
+ azure.WithErrorUnlessStatusCode(http.StatusOK),
+ autorest.ByUnmarshallingJSON(&result),
+ autorest.ByClosing())
+ result.Response = autorest.Response{Response: resp}
+ return
+}
diff --git a/vendor/github.com/Azure/azure-sdk-for-go/services/machinelearningservices/mgmt/2019-11-01/machinelearningservices/quotas.go b/vendor/github.com/Azure/azure-sdk-for-go/services/machinelearningservices/mgmt/2019-11-01/machinelearningservices/quotas.go
new file mode 100644
index 000000000000..c252e994d53d
--- /dev/null
+++ b/vendor/github.com/Azure/azure-sdk-for-go/services/machinelearningservices/mgmt/2019-11-01/machinelearningservices/quotas.go
@@ -0,0 +1,244 @@
+package machinelearningservices
+
+// Copyright (c) Microsoft and contributors. All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+//
+// See the License for the specific language governing permissions and
+// limitations under the License.
+//
+// Code generated by Microsoft (R) AutoRest Code Generator.
+// Changes may cause incorrect behavior and will be lost if the code is regenerated.
+
+import (
+ "context"
+ "github.com/Azure/go-autorest/autorest"
+ "github.com/Azure/go-autorest/autorest/azure"
+ "github.com/Azure/go-autorest/autorest/validation"
+ "github.com/Azure/go-autorest/tracing"
+ "net/http"
+)
+
+// QuotasClient is the these APIs allow end users to operate on Azure Machine Learning Workspace resources.
+type QuotasClient struct {
+ BaseClient
+}
+
+// NewQuotasClient creates an instance of the QuotasClient client.
+func NewQuotasClient(subscriptionID string) QuotasClient {
+ return NewQuotasClientWithBaseURI(DefaultBaseURI, subscriptionID)
+}
+
+// NewQuotasClientWithBaseURI creates an instance of the QuotasClient client using a custom endpoint. Use this when
+// interacting with an Azure cloud that uses a non-standard base URI (sovereign clouds, Azure stack).
+func NewQuotasClientWithBaseURI(baseURI string, subscriptionID string) QuotasClient {
+ return QuotasClient{NewWithBaseURI(baseURI, subscriptionID)}
+}
+
+// List gets the currently assigned Workspace Quotas based on VMFamily.
+// Parameters:
+// location - the location for which resource usage is queried.
+func (client QuotasClient) List(ctx context.Context, location string) (result ListWorkspaceQuotasPage, err error) {
+ if tracing.IsEnabled() {
+ ctx = tracing.StartSpan(ctx, fqdn+"/QuotasClient.List")
+ defer func() {
+ sc := -1
+ if result.lwq.Response.Response != nil {
+ sc = result.lwq.Response.Response.StatusCode
+ }
+ tracing.EndSpan(ctx, sc, err)
+ }()
+ }
+ if err := validation.Validate([]validation.Validation{
+ {TargetValue: location,
+ Constraints: []validation.Constraint{{Target: "location", Name: validation.Pattern, Rule: `^[-\w\._]+$`, Chain: nil}}}}); err != nil {
+ return result, validation.NewError("machinelearningservices.QuotasClient", "List", err.Error())
+ }
+
+ result.fn = client.listNextResults
+ req, err := client.ListPreparer(ctx, location)
+ if err != nil {
+ err = autorest.NewErrorWithError(err, "machinelearningservices.QuotasClient", "List", nil, "Failure preparing request")
+ return
+ }
+
+ resp, err := client.ListSender(req)
+ if err != nil {
+ result.lwq.Response = autorest.Response{Response: resp}
+ err = autorest.NewErrorWithError(err, "machinelearningservices.QuotasClient", "List", resp, "Failure sending request")
+ return
+ }
+
+ result.lwq, err = client.ListResponder(resp)
+ if err != nil {
+ err = autorest.NewErrorWithError(err, "machinelearningservices.QuotasClient", "List", resp, "Failure responding to request")
+ }
+
+ return
+}
+
+// ListPreparer prepares the List request.
+func (client QuotasClient) ListPreparer(ctx context.Context, location string) (*http.Request, error) {
+ pathParameters := map[string]interface{}{
+ "location": autorest.Encode("path", location),
+ "subscriptionId": autorest.Encode("path", client.SubscriptionID),
+ }
+
+ const APIVersion = "2019-11-01"
+ queryParameters := map[string]interface{}{
+ "api-version": APIVersion,
+ }
+
+ preparer := autorest.CreatePreparer(
+ autorest.AsGet(),
+ autorest.WithBaseURL(client.BaseURI),
+ autorest.WithPathParameters("/subscriptions/{subscriptionId}/providers/Microsoft.MachineLearningServices/locations/{location}/Quotas", pathParameters),
+ autorest.WithQueryParameters(queryParameters))
+ return preparer.Prepare((&http.Request{}).WithContext(ctx))
+}
+
+// ListSender sends the List request. The method will close the
+// http.Response Body if it receives an error.
+func (client QuotasClient) ListSender(req *http.Request) (*http.Response, error) {
+ return client.Send(req, azure.DoRetryWithRegistration(client.Client))
+}
+
+// ListResponder handles the response to the List request. The method always
+// closes the http.Response Body.
+func (client QuotasClient) ListResponder(resp *http.Response) (result ListWorkspaceQuotas, err error) {
+ err = autorest.Respond(
+ resp,
+ client.ByInspecting(),
+ azure.WithErrorUnlessStatusCode(http.StatusOK),
+ autorest.ByUnmarshallingJSON(&result),
+ autorest.ByClosing())
+ result.Response = autorest.Response{Response: resp}
+ return
+}
+
+// listNextResults retrieves the next set of results, if any.
+func (client QuotasClient) listNextResults(ctx context.Context, lastResults ListWorkspaceQuotas) (result ListWorkspaceQuotas, err error) {
+ req, err := lastResults.listWorkspaceQuotasPreparer(ctx)
+ if err != nil {
+ return result, autorest.NewErrorWithError(err, "machinelearningservices.QuotasClient", "listNextResults", nil, "Failure preparing next results request")
+ }
+ if req == nil {
+ return
+ }
+ resp, err := client.ListSender(req)
+ if err != nil {
+ result.Response = autorest.Response{Response: resp}
+ return result, autorest.NewErrorWithError(err, "machinelearningservices.QuotasClient", "listNextResults", resp, "Failure sending next results request")
+ }
+ result, err = client.ListResponder(resp)
+ if err != nil {
+ err = autorest.NewErrorWithError(err, "machinelearningservices.QuotasClient", "listNextResults", resp, "Failure responding to next results request")
+ }
+ return
+}
+
+// ListComplete enumerates all values, automatically crossing page boundaries as required.
+func (client QuotasClient) ListComplete(ctx context.Context, location string) (result ListWorkspaceQuotasIterator, err error) {
+ if tracing.IsEnabled() {
+ ctx = tracing.StartSpan(ctx, fqdn+"/QuotasClient.List")
+ defer func() {
+ sc := -1
+ if result.Response().Response.Response != nil {
+ sc = result.page.Response().Response.Response.StatusCode
+ }
+ tracing.EndSpan(ctx, sc, err)
+ }()
+ }
+ result.page, err = client.List(ctx, location)
+ return
+}
+
+// Update update quota for each VM family in workspace.
+// Parameters:
+// location - the location for update quota is queried.
+// parameters - quota update parameters.
+func (client QuotasClient) Update(ctx context.Context, location string, parameters QuotaUpdateParameters) (result UpdateWorkspaceQuotasResult, err error) {
+ if tracing.IsEnabled() {
+ ctx = tracing.StartSpan(ctx, fqdn+"/QuotasClient.Update")
+ defer func() {
+ sc := -1
+ if result.Response.Response != nil {
+ sc = result.Response.Response.StatusCode
+ }
+ tracing.EndSpan(ctx, sc, err)
+ }()
+ }
+ if err := validation.Validate([]validation.Validation{
+ {TargetValue: location,
+ Constraints: []validation.Constraint{{Target: "location", Name: validation.Pattern, Rule: `^[-\w\._]+$`, Chain: nil}}}}); err != nil {
+ return result, validation.NewError("machinelearningservices.QuotasClient", "Update", err.Error())
+ }
+
+ req, err := client.UpdatePreparer(ctx, location, parameters)
+ if err != nil {
+ err = autorest.NewErrorWithError(err, "machinelearningservices.QuotasClient", "Update", nil, "Failure preparing request")
+ return
+ }
+
+ resp, err := client.UpdateSender(req)
+ if err != nil {
+ result.Response = autorest.Response{Response: resp}
+ err = autorest.NewErrorWithError(err, "machinelearningservices.QuotasClient", "Update", resp, "Failure sending request")
+ return
+ }
+
+ result, err = client.UpdateResponder(resp)
+ if err != nil {
+ err = autorest.NewErrorWithError(err, "machinelearningservices.QuotasClient", "Update", resp, "Failure responding to request")
+ }
+
+ return
+}
+
+// UpdatePreparer prepares the Update request.
+func (client QuotasClient) UpdatePreparer(ctx context.Context, location string, parameters QuotaUpdateParameters) (*http.Request, error) {
+ pathParameters := map[string]interface{}{
+ "location": autorest.Encode("path", location),
+ "subscriptionId": autorest.Encode("path", client.SubscriptionID),
+ }
+
+ const APIVersion = "2019-11-01"
+ queryParameters := map[string]interface{}{
+ "api-version": APIVersion,
+ }
+
+ preparer := autorest.CreatePreparer(
+ autorest.AsContentType("application/json; charset=utf-8"),
+ autorest.AsPost(),
+ autorest.WithBaseURL(client.BaseURI),
+ autorest.WithPathParameters("/subscriptions/{subscriptionId}/providers/Microsoft.MachineLearningServices/locations/{location}/updateQuotas", pathParameters),
+ autorest.WithJSON(parameters),
+ autorest.WithQueryParameters(queryParameters))
+ return preparer.Prepare((&http.Request{}).WithContext(ctx))
+}
+
+// UpdateSender sends the Update request. The method will close the
+// http.Response Body if it receives an error.
+func (client QuotasClient) UpdateSender(req *http.Request) (*http.Response, error) {
+ return client.Send(req, azure.DoRetryWithRegistration(client.Client))
+}
+
+// UpdateResponder handles the response to the Update request. The method always
+// closes the http.Response Body.
+func (client QuotasClient) UpdateResponder(resp *http.Response) (result UpdateWorkspaceQuotasResult, err error) {
+ err = autorest.Respond(
+ resp,
+ client.ByInspecting(),
+ azure.WithErrorUnlessStatusCode(http.StatusOK),
+ autorest.ByUnmarshallingJSON(&result),
+ autorest.ByClosing())
+ result.Response = autorest.Response{Response: resp}
+ return
+}
diff --git a/vendor/github.com/Azure/azure-sdk-for-go/services/machinelearningservices/mgmt/2019-11-01/machinelearningservices/usages.go b/vendor/github.com/Azure/azure-sdk-for-go/services/machinelearningservices/mgmt/2019-11-01/machinelearningservices/usages.go
new file mode 100644
index 000000000000..700f1bf51562
--- /dev/null
+++ b/vendor/github.com/Azure/azure-sdk-for-go/services/machinelearningservices/mgmt/2019-11-01/machinelearningservices/usages.go
@@ -0,0 +1,161 @@
+package machinelearningservices
+
+// Copyright (c) Microsoft and contributors. All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+//
+// See the License for the specific language governing permissions and
+// limitations under the License.
+//
+// Code generated by Microsoft (R) AutoRest Code Generator.
+// Changes may cause incorrect behavior and will be lost if the code is regenerated.
+
+import (
+ "context"
+ "github.com/Azure/go-autorest/autorest"
+ "github.com/Azure/go-autorest/autorest/azure"
+ "github.com/Azure/go-autorest/autorest/validation"
+ "github.com/Azure/go-autorest/tracing"
+ "net/http"
+)
+
+// UsagesClient is the these APIs allow end users to operate on Azure Machine Learning Workspace resources.
+type UsagesClient struct {
+ BaseClient
+}
+
+// NewUsagesClient creates an instance of the UsagesClient client.
+func NewUsagesClient(subscriptionID string) UsagesClient {
+ return NewUsagesClientWithBaseURI(DefaultBaseURI, subscriptionID)
+}
+
+// NewUsagesClientWithBaseURI creates an instance of the UsagesClient client using a custom endpoint. Use this when
+// interacting with an Azure cloud that uses a non-standard base URI (sovereign clouds, Azure stack).
+func NewUsagesClientWithBaseURI(baseURI string, subscriptionID string) UsagesClient {
+ return UsagesClient{NewWithBaseURI(baseURI, subscriptionID)}
+}
+
+// List gets the current usage information as well as limits for AML resources for given subscription and location.
+// Parameters:
+// location - the location for which resource usage is queried.
+func (client UsagesClient) List(ctx context.Context, location string) (result ListUsagesResultPage, err error) {
+ if tracing.IsEnabled() {
+ ctx = tracing.StartSpan(ctx, fqdn+"/UsagesClient.List")
+ defer func() {
+ sc := -1
+ if result.lur.Response.Response != nil {
+ sc = result.lur.Response.Response.StatusCode
+ }
+ tracing.EndSpan(ctx, sc, err)
+ }()
+ }
+ if err := validation.Validate([]validation.Validation{
+ {TargetValue: location,
+ Constraints: []validation.Constraint{{Target: "location", Name: validation.Pattern, Rule: `^[-\w\._]+$`, Chain: nil}}}}); err != nil {
+ return result, validation.NewError("machinelearningservices.UsagesClient", "List", err.Error())
+ }
+
+ result.fn = client.listNextResults
+ req, err := client.ListPreparer(ctx, location)
+ if err != nil {
+ err = autorest.NewErrorWithError(err, "machinelearningservices.UsagesClient", "List", nil, "Failure preparing request")
+ return
+ }
+
+ resp, err := client.ListSender(req)
+ if err != nil {
+ result.lur.Response = autorest.Response{Response: resp}
+ err = autorest.NewErrorWithError(err, "machinelearningservices.UsagesClient", "List", resp, "Failure sending request")
+ return
+ }
+
+ result.lur, err = client.ListResponder(resp)
+ if err != nil {
+ err = autorest.NewErrorWithError(err, "machinelearningservices.UsagesClient", "List", resp, "Failure responding to request")
+ }
+
+ return
+}
+
+// ListPreparer prepares the List request.
+func (client UsagesClient) ListPreparer(ctx context.Context, location string) (*http.Request, error) {
+ pathParameters := map[string]interface{}{
+ "location": autorest.Encode("path", location),
+ "subscriptionId": autorest.Encode("path", client.SubscriptionID),
+ }
+
+ const APIVersion = "2019-11-01"
+ queryParameters := map[string]interface{}{
+ "api-version": APIVersion,
+ }
+
+ preparer := autorest.CreatePreparer(
+ autorest.AsGet(),
+ autorest.WithBaseURL(client.BaseURI),
+ autorest.WithPathParameters("/subscriptions/{subscriptionId}/providers/Microsoft.MachineLearningServices/locations/{location}/usages", pathParameters),
+ autorest.WithQueryParameters(queryParameters))
+ return preparer.Prepare((&http.Request{}).WithContext(ctx))
+}
+
+// ListSender sends the List request. The method will close the
+// http.Response Body if it receives an error.
+func (client UsagesClient) ListSender(req *http.Request) (*http.Response, error) {
+ return client.Send(req, azure.DoRetryWithRegistration(client.Client))
+}
+
+// ListResponder handles the response to the List request. The method always
+// closes the http.Response Body.
+func (client UsagesClient) ListResponder(resp *http.Response) (result ListUsagesResult, err error) {
+ err = autorest.Respond(
+ resp,
+ client.ByInspecting(),
+ azure.WithErrorUnlessStatusCode(http.StatusOK),
+ autorest.ByUnmarshallingJSON(&result),
+ autorest.ByClosing())
+ result.Response = autorest.Response{Response: resp}
+ return
+}
+
+// listNextResults retrieves the next set of results, if any.
+func (client UsagesClient) listNextResults(ctx context.Context, lastResults ListUsagesResult) (result ListUsagesResult, err error) {
+ req, err := lastResults.listUsagesResultPreparer(ctx)
+ if err != nil {
+ return result, autorest.NewErrorWithError(err, "machinelearningservices.UsagesClient", "listNextResults", nil, "Failure preparing next results request")
+ }
+ if req == nil {
+ return
+ }
+ resp, err := client.ListSender(req)
+ if err != nil {
+ result.Response = autorest.Response{Response: resp}
+ return result, autorest.NewErrorWithError(err, "machinelearningservices.UsagesClient", "listNextResults", resp, "Failure sending next results request")
+ }
+ result, err = client.ListResponder(resp)
+ if err != nil {
+ err = autorest.NewErrorWithError(err, "machinelearningservices.UsagesClient", "listNextResults", resp, "Failure responding to next results request")
+ }
+ return
+}
+
+// ListComplete enumerates all values, automatically crossing page boundaries as required.
+func (client UsagesClient) ListComplete(ctx context.Context, location string) (result ListUsagesResultIterator, err error) {
+ if tracing.IsEnabled() {
+ ctx = tracing.StartSpan(ctx, fqdn+"/UsagesClient.List")
+ defer func() {
+ sc := -1
+ if result.Response().Response.Response != nil {
+ sc = result.page.Response().Response.Response.StatusCode
+ }
+ tracing.EndSpan(ctx, sc, err)
+ }()
+ }
+ result.page, err = client.List(ctx, location)
+ return
+}
diff --git a/vendor/github.com/Azure/azure-sdk-for-go/services/machinelearningservices/mgmt/2019-11-01/machinelearningservices/version.go b/vendor/github.com/Azure/azure-sdk-for-go/services/machinelearningservices/mgmt/2019-11-01/machinelearningservices/version.go
new file mode 100644
index 000000000000..ac06eadc9b76
--- /dev/null
+++ b/vendor/github.com/Azure/azure-sdk-for-go/services/machinelearningservices/mgmt/2019-11-01/machinelearningservices/version.go
@@ -0,0 +1,30 @@
+package machinelearningservices
+
+import "github.com/Azure/azure-sdk-for-go/version"
+
+// Copyright (c) Microsoft and contributors. All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+//
+// See the License for the specific language governing permissions and
+// limitations under the License.
+//
+// Code generated by Microsoft (R) AutoRest Code Generator.
+// Changes may cause incorrect behavior and will be lost if the code is regenerated.
+
+// UserAgent returns the UserAgent string to use when sending http.Requests.
+func UserAgent() string {
+ return "Azure-SDK-For-Go/" + version.Number + " machinelearningservices/2019-11-01"
+}
+
+// Version returns the semantic version (see http://semver.org) of the client.
+func Version() string {
+ return version.Number
+}
diff --git a/vendor/github.com/Azure/azure-sdk-for-go/services/machinelearningservices/mgmt/2019-11-01/machinelearningservices/virtualmachinesizes.go b/vendor/github.com/Azure/azure-sdk-for-go/services/machinelearningservices/mgmt/2019-11-01/machinelearningservices/virtualmachinesizes.go
new file mode 100644
index 000000000000..e3251b2d928b
--- /dev/null
+++ b/vendor/github.com/Azure/azure-sdk-for-go/services/machinelearningservices/mgmt/2019-11-01/machinelearningservices/virtualmachinesizes.go
@@ -0,0 +1,125 @@
+package machinelearningservices
+
+// Copyright (c) Microsoft and contributors. All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+//
+// See the License for the specific language governing permissions and
+// limitations under the License.
+//
+// Code generated by Microsoft (R) AutoRest Code Generator.
+// Changes may cause incorrect behavior and will be lost if the code is regenerated.
+
+import (
+ "context"
+ "github.com/Azure/go-autorest/autorest"
+ "github.com/Azure/go-autorest/autorest/azure"
+ "github.com/Azure/go-autorest/autorest/validation"
+ "github.com/Azure/go-autorest/tracing"
+ "net/http"
+)
+
+// VirtualMachineSizesClient is the these APIs allow end users to operate on Azure Machine Learning Workspace
+// resources.
+type VirtualMachineSizesClient struct {
+ BaseClient
+}
+
+// NewVirtualMachineSizesClient creates an instance of the VirtualMachineSizesClient client.
+func NewVirtualMachineSizesClient(subscriptionID string) VirtualMachineSizesClient {
+ return NewVirtualMachineSizesClientWithBaseURI(DefaultBaseURI, subscriptionID)
+}
+
+// NewVirtualMachineSizesClientWithBaseURI creates an instance of the VirtualMachineSizesClient client using a custom
+// endpoint. Use this when interacting with an Azure cloud that uses a non-standard base URI (sovereign clouds, Azure
+// stack).
+func NewVirtualMachineSizesClientWithBaseURI(baseURI string, subscriptionID string) VirtualMachineSizesClient {
+ return VirtualMachineSizesClient{NewWithBaseURI(baseURI, subscriptionID)}
+}
+
+// List returns supported VM Sizes in a location
+// Parameters:
+// location - the location upon which virtual-machine-sizes is queried.
+func (client VirtualMachineSizesClient) List(ctx context.Context, location string) (result VirtualMachineSizeListResult, err error) {
+ if tracing.IsEnabled() {
+ ctx = tracing.StartSpan(ctx, fqdn+"/VirtualMachineSizesClient.List")
+ defer func() {
+ sc := -1
+ if result.Response.Response != nil {
+ sc = result.Response.Response.StatusCode
+ }
+ tracing.EndSpan(ctx, sc, err)
+ }()
+ }
+ if err := validation.Validate([]validation.Validation{
+ {TargetValue: location,
+ Constraints: []validation.Constraint{{Target: "location", Name: validation.Pattern, Rule: `^[-\w\._]+$`, Chain: nil}}}}); err != nil {
+ return result, validation.NewError("machinelearningservices.VirtualMachineSizesClient", "List", err.Error())
+ }
+
+ req, err := client.ListPreparer(ctx, location)
+ if err != nil {
+ err = autorest.NewErrorWithError(err, "machinelearningservices.VirtualMachineSizesClient", "List", nil, "Failure preparing request")
+ return
+ }
+
+ resp, err := client.ListSender(req)
+ if err != nil {
+ result.Response = autorest.Response{Response: resp}
+ err = autorest.NewErrorWithError(err, "machinelearningservices.VirtualMachineSizesClient", "List", resp, "Failure sending request")
+ return
+ }
+
+ result, err = client.ListResponder(resp)
+ if err != nil {
+ err = autorest.NewErrorWithError(err, "machinelearningservices.VirtualMachineSizesClient", "List", resp, "Failure responding to request")
+ }
+
+ return
+}
+
+// ListPreparer prepares the List request.
+func (client VirtualMachineSizesClient) ListPreparer(ctx context.Context, location string) (*http.Request, error) {
+ pathParameters := map[string]interface{}{
+ "location": autorest.Encode("path", location),
+ "subscriptionId": autorest.Encode("path", client.SubscriptionID),
+ }
+
+ const APIVersion = "2019-11-01"
+ queryParameters := map[string]interface{}{
+ "api-version": APIVersion,
+ }
+
+ preparer := autorest.CreatePreparer(
+ autorest.AsGet(),
+ autorest.WithBaseURL(client.BaseURI),
+ autorest.WithPathParameters("/subscriptions/{subscriptionId}/providers/Microsoft.MachineLearningServices/locations/{location}/vmSizes", pathParameters),
+ autorest.WithQueryParameters(queryParameters))
+ return preparer.Prepare((&http.Request{}).WithContext(ctx))
+}
+
+// ListSender sends the List request. The method will close the
+// http.Response Body if it receives an error.
+func (client VirtualMachineSizesClient) ListSender(req *http.Request) (*http.Response, error) {
+ return client.Send(req, azure.DoRetryWithRegistration(client.Client))
+}
+
+// ListResponder handles the response to the List request. The method always
+// closes the http.Response Body.
+func (client VirtualMachineSizesClient) ListResponder(resp *http.Response) (result VirtualMachineSizeListResult, err error) {
+ err = autorest.Respond(
+ resp,
+ client.ByInspecting(),
+ azure.WithErrorUnlessStatusCode(http.StatusOK),
+ autorest.ByUnmarshallingJSON(&result),
+ autorest.ByClosing())
+ result.Response = autorest.Response{Response: resp}
+ return
+}
diff --git a/vendor/github.com/Azure/azure-sdk-for-go/services/machinelearningservices/mgmt/2019-11-01/machinelearningservices/workspacefeatures.go b/vendor/github.com/Azure/azure-sdk-for-go/services/machinelearningservices/mgmt/2019-11-01/machinelearningservices/workspacefeatures.go
new file mode 100644
index 000000000000..a23e065ef4c2
--- /dev/null
+++ b/vendor/github.com/Azure/azure-sdk-for-go/services/machinelearningservices/mgmt/2019-11-01/machinelearningservices/workspacefeatures.go
@@ -0,0 +1,157 @@
+package machinelearningservices
+
+// Copyright (c) Microsoft and contributors. All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+//
+// See the License for the specific language governing permissions and
+// limitations under the License.
+//
+// Code generated by Microsoft (R) AutoRest Code Generator.
+// Changes may cause incorrect behavior and will be lost if the code is regenerated.
+
+import (
+ "context"
+ "github.com/Azure/go-autorest/autorest"
+ "github.com/Azure/go-autorest/autorest/azure"
+ "github.com/Azure/go-autorest/tracing"
+ "net/http"
+)
+
+// WorkspaceFeaturesClient is the these APIs allow end users to operate on Azure Machine Learning Workspace resources.
+type WorkspaceFeaturesClient struct {
+ BaseClient
+}
+
+// NewWorkspaceFeaturesClient creates an instance of the WorkspaceFeaturesClient client.
+func NewWorkspaceFeaturesClient(subscriptionID string) WorkspaceFeaturesClient {
+ return NewWorkspaceFeaturesClientWithBaseURI(DefaultBaseURI, subscriptionID)
+}
+
+// NewWorkspaceFeaturesClientWithBaseURI creates an instance of the WorkspaceFeaturesClient client using a custom
+// endpoint. Use this when interacting with an Azure cloud that uses a non-standard base URI (sovereign clouds, Azure
+// stack).
+func NewWorkspaceFeaturesClientWithBaseURI(baseURI string, subscriptionID string) WorkspaceFeaturesClient {
+ return WorkspaceFeaturesClient{NewWithBaseURI(baseURI, subscriptionID)}
+}
+
+// List lists all enabled features for a workspace
+// Parameters:
+// resourceGroupName - name of the resource group in which workspace is located.
+// workspaceName - name of Azure Machine Learning workspace.
+func (client WorkspaceFeaturesClient) List(ctx context.Context, resourceGroupName string, workspaceName string) (result ListAmlUserFeatureResultPage, err error) {
+ if tracing.IsEnabled() {
+ ctx = tracing.StartSpan(ctx, fqdn+"/WorkspaceFeaturesClient.List")
+ defer func() {
+ sc := -1
+ if result.laufr.Response.Response != nil {
+ sc = result.laufr.Response.Response.StatusCode
+ }
+ tracing.EndSpan(ctx, sc, err)
+ }()
+ }
+ result.fn = client.listNextResults
+ req, err := client.ListPreparer(ctx, resourceGroupName, workspaceName)
+ if err != nil {
+ err = autorest.NewErrorWithError(err, "machinelearningservices.WorkspaceFeaturesClient", "List", nil, "Failure preparing request")
+ return
+ }
+
+ resp, err := client.ListSender(req)
+ if err != nil {
+ result.laufr.Response = autorest.Response{Response: resp}
+ err = autorest.NewErrorWithError(err, "machinelearningservices.WorkspaceFeaturesClient", "List", resp, "Failure sending request")
+ return
+ }
+
+ result.laufr, err = client.ListResponder(resp)
+ if err != nil {
+ err = autorest.NewErrorWithError(err, "machinelearningservices.WorkspaceFeaturesClient", "List", resp, "Failure responding to request")
+ }
+
+ return
+}
+
+// ListPreparer prepares the List request.
+func (client WorkspaceFeaturesClient) ListPreparer(ctx context.Context, resourceGroupName string, workspaceName string) (*http.Request, error) {
+ pathParameters := map[string]interface{}{
+ "resourceGroupName": autorest.Encode("path", resourceGroupName),
+ "subscriptionId": autorest.Encode("path", client.SubscriptionID),
+ "workspaceName": autorest.Encode("path", workspaceName),
+ }
+
+ const APIVersion = "2019-11-01"
+ queryParameters := map[string]interface{}{
+ "api-version": APIVersion,
+ }
+
+ preparer := autorest.CreatePreparer(
+ autorest.AsGet(),
+ autorest.WithBaseURL(client.BaseURI),
+ autorest.WithPathParameters("/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/features", pathParameters),
+ autorest.WithQueryParameters(queryParameters))
+ return preparer.Prepare((&http.Request{}).WithContext(ctx))
+}
+
+// ListSender sends the List request. The method will close the
+// http.Response Body if it receives an error.
+func (client WorkspaceFeaturesClient) ListSender(req *http.Request) (*http.Response, error) {
+ return client.Send(req, azure.DoRetryWithRegistration(client.Client))
+}
+
+// ListResponder handles the response to the List request. The method always
+// closes the http.Response Body.
+func (client WorkspaceFeaturesClient) ListResponder(resp *http.Response) (result ListAmlUserFeatureResult, err error) {
+ err = autorest.Respond(
+ resp,
+ client.ByInspecting(),
+ azure.WithErrorUnlessStatusCode(http.StatusOK),
+ autorest.ByUnmarshallingJSON(&result),
+ autorest.ByClosing())
+ result.Response = autorest.Response{Response: resp}
+ return
+}
+
+// listNextResults retrieves the next set of results, if any.
+func (client WorkspaceFeaturesClient) listNextResults(ctx context.Context, lastResults ListAmlUserFeatureResult) (result ListAmlUserFeatureResult, err error) {
+ req, err := lastResults.listAmlUserFeatureResultPreparer(ctx)
+ if err != nil {
+ return result, autorest.NewErrorWithError(err, "machinelearningservices.WorkspaceFeaturesClient", "listNextResults", nil, "Failure preparing next results request")
+ }
+ if req == nil {
+ return
+ }
+ resp, err := client.ListSender(req)
+ if err != nil {
+ result.Response = autorest.Response{Response: resp}
+ return result, autorest.NewErrorWithError(err, "machinelearningservices.WorkspaceFeaturesClient", "listNextResults", resp, "Failure sending next results request")
+ }
+ result, err = client.ListResponder(resp)
+ if err != nil {
+ err = autorest.NewErrorWithError(err, "machinelearningservices.WorkspaceFeaturesClient", "listNextResults", resp, "Failure responding to next results request")
+ }
+ return
+}
+
+// ListComplete enumerates all values, automatically crossing page boundaries as required.
+func (client WorkspaceFeaturesClient) ListComplete(ctx context.Context, resourceGroupName string, workspaceName string) (result ListAmlUserFeatureResultIterator, err error) {
+ if tracing.IsEnabled() {
+ ctx = tracing.StartSpan(ctx, fqdn+"/WorkspaceFeaturesClient.List")
+ defer func() {
+ sc := -1
+ if result.Response().Response.Response != nil {
+ sc = result.page.Response().Response.Response.StatusCode
+ }
+ tracing.EndSpan(ctx, sc, err)
+ }()
+ }
+ result.page, err = client.List(ctx, resourceGroupName, workspaceName)
+ return
+}
diff --git a/vendor/github.com/Azure/azure-sdk-for-go/services/machinelearningservices/mgmt/2019-11-01/machinelearningservices/workspaces.go b/vendor/github.com/Azure/azure-sdk-for-go/services/machinelearningservices/mgmt/2019-11-01/machinelearningservices/workspaces.go
new file mode 100644
index 000000000000..31818dac6356
--- /dev/null
+++ b/vendor/github.com/Azure/azure-sdk-for-go/services/machinelearningservices/mgmt/2019-11-01/machinelearningservices/workspaces.go
@@ -0,0 +1,734 @@
+package machinelearningservices
+
+// Copyright (c) Microsoft and contributors. All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+//
+// See the License for the specific language governing permissions and
+// limitations under the License.
+//
+// Code generated by Microsoft (R) AutoRest Code Generator.
+// Changes may cause incorrect behavior and will be lost if the code is regenerated.
+
+import (
+ "context"
+ "github.com/Azure/go-autorest/autorest"
+ "github.com/Azure/go-autorest/autorest/azure"
+ "github.com/Azure/go-autorest/tracing"
+ "net/http"
+)
+
+// WorkspacesClient is the these APIs allow end users to operate on Azure Machine Learning Workspace resources.
+type WorkspacesClient struct {
+ BaseClient
+}
+
+// NewWorkspacesClient creates an instance of the WorkspacesClient client.
+func NewWorkspacesClient(subscriptionID string) WorkspacesClient {
+ return NewWorkspacesClientWithBaseURI(DefaultBaseURI, subscriptionID)
+}
+
+// NewWorkspacesClientWithBaseURI creates an instance of the WorkspacesClient client using a custom endpoint. Use this
+// when interacting with an Azure cloud that uses a non-standard base URI (sovereign clouds, Azure stack).
+func NewWorkspacesClientWithBaseURI(baseURI string, subscriptionID string) WorkspacesClient {
+ return WorkspacesClient{NewWithBaseURI(baseURI, subscriptionID)}
+}
+
+// CreateOrUpdate creates or updates a workspace with the specified parameters.
+// Parameters:
+// resourceGroupName - name of the resource group in which workspace is located.
+// workspaceName - name of Azure Machine Learning workspace.
+// parameters - the parameters for creating or updating a machine learning workspace.
+func (client WorkspacesClient) CreateOrUpdate(ctx context.Context, resourceGroupName string, workspaceName string, parameters Workspace) (result WorkspacesCreateOrUpdateFuture, err error) {
+ if tracing.IsEnabled() {
+ ctx = tracing.StartSpan(ctx, fqdn+"/WorkspacesClient.CreateOrUpdate")
+ defer func() {
+ sc := -1
+ if result.Response() != nil {
+ sc = result.Response().StatusCode
+ }
+ tracing.EndSpan(ctx, sc, err)
+ }()
+ }
+ req, err := client.CreateOrUpdatePreparer(ctx, resourceGroupName, workspaceName, parameters)
+ if err != nil {
+ err = autorest.NewErrorWithError(err, "machinelearningservices.WorkspacesClient", "CreateOrUpdate", nil, "Failure preparing request")
+ return
+ }
+
+ result, err = client.CreateOrUpdateSender(req)
+ if err != nil {
+ err = autorest.NewErrorWithError(err, "machinelearningservices.WorkspacesClient", "CreateOrUpdate", result.Response(), "Failure sending request")
+ return
+ }
+
+ return
+}
+
+// CreateOrUpdatePreparer prepares the CreateOrUpdate request.
+func (client WorkspacesClient) CreateOrUpdatePreparer(ctx context.Context, resourceGroupName string, workspaceName string, parameters Workspace) (*http.Request, error) {
+ pathParameters := map[string]interface{}{
+ "resourceGroupName": autorest.Encode("path", resourceGroupName),
+ "subscriptionId": autorest.Encode("path", client.SubscriptionID),
+ "workspaceName": autorest.Encode("path", workspaceName),
+ }
+
+ const APIVersion = "2019-11-01"
+ queryParameters := map[string]interface{}{
+ "api-version": APIVersion,
+ }
+
+ preparer := autorest.CreatePreparer(
+ autorest.AsContentType("application/json; charset=utf-8"),
+ autorest.AsPut(),
+ autorest.WithBaseURL(client.BaseURI),
+ autorest.WithPathParameters("/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}", pathParameters),
+ autorest.WithJSON(parameters),
+ autorest.WithQueryParameters(queryParameters))
+ return preparer.Prepare((&http.Request{}).WithContext(ctx))
+}
+
+// CreateOrUpdateSender sends the CreateOrUpdate request. The method will close the
+// http.Response Body if it receives an error.
+func (client WorkspacesClient) CreateOrUpdateSender(req *http.Request) (future WorkspacesCreateOrUpdateFuture, err error) {
+ var resp *http.Response
+ resp, err = client.Send(req, azure.DoRetryWithRegistration(client.Client))
+ if err != nil {
+ return
+ }
+ future.Future, err = azure.NewFutureFromResponse(resp)
+ return
+}
+
+// CreateOrUpdateResponder handles the response to the CreateOrUpdate request. The method always
+// closes the http.Response Body.
+func (client WorkspacesClient) CreateOrUpdateResponder(resp *http.Response) (result Workspace, err error) {
+ err = autorest.Respond(
+ resp,
+ client.ByInspecting(),
+ azure.WithErrorUnlessStatusCode(http.StatusOK, http.StatusCreated, http.StatusAccepted),
+ autorest.ByUnmarshallingJSON(&result),
+ autorest.ByClosing())
+ result.Response = autorest.Response{Response: resp}
+ return
+}
+
+// Delete deletes a machine learning workspace.
+// Parameters:
+// resourceGroupName - name of the resource group in which workspace is located.
+// workspaceName - name of Azure Machine Learning workspace.
+func (client WorkspacesClient) Delete(ctx context.Context, resourceGroupName string, workspaceName string) (result autorest.Response, err error) {
+ if tracing.IsEnabled() {
+ ctx = tracing.StartSpan(ctx, fqdn+"/WorkspacesClient.Delete")
+ defer func() {
+ sc := -1
+ if result.Response != nil {
+ sc = result.Response.StatusCode
+ }
+ tracing.EndSpan(ctx, sc, err)
+ }()
+ }
+ req, err := client.DeletePreparer(ctx, resourceGroupName, workspaceName)
+ if err != nil {
+ err = autorest.NewErrorWithError(err, "machinelearningservices.WorkspacesClient", "Delete", nil, "Failure preparing request")
+ return
+ }
+
+ resp, err := client.DeleteSender(req)
+ if err != nil {
+ result.Response = resp
+ err = autorest.NewErrorWithError(err, "machinelearningservices.WorkspacesClient", "Delete", resp, "Failure sending request")
+ return
+ }
+
+ result, err = client.DeleteResponder(resp)
+ if err != nil {
+ err = autorest.NewErrorWithError(err, "machinelearningservices.WorkspacesClient", "Delete", resp, "Failure responding to request")
+ }
+
+ return
+}
+
+// DeletePreparer prepares the Delete request.
+func (client WorkspacesClient) DeletePreparer(ctx context.Context, resourceGroupName string, workspaceName string) (*http.Request, error) {
+ pathParameters := map[string]interface{}{
+ "resourceGroupName": autorest.Encode("path", resourceGroupName),
+ "subscriptionId": autorest.Encode("path", client.SubscriptionID),
+ "workspaceName": autorest.Encode("path", workspaceName),
+ }
+
+ const APIVersion = "2019-11-01"
+ queryParameters := map[string]interface{}{
+ "api-version": APIVersion,
+ }
+
+ preparer := autorest.CreatePreparer(
+ autorest.AsDelete(),
+ autorest.WithBaseURL(client.BaseURI),
+ autorest.WithPathParameters("/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}", pathParameters),
+ autorest.WithQueryParameters(queryParameters))
+ return preparer.Prepare((&http.Request{}).WithContext(ctx))
+}
+
+// DeleteSender sends the Delete request. The method will close the
+// http.Response Body if it receives an error.
+func (client WorkspacesClient) DeleteSender(req *http.Request) (*http.Response, error) {
+ return client.Send(req, azure.DoRetryWithRegistration(client.Client))
+}
+
+// DeleteResponder handles the response to the Delete request. The method always
+// closes the http.Response Body.
+func (client WorkspacesClient) DeleteResponder(resp *http.Response) (result autorest.Response, err error) {
+ err = autorest.Respond(
+ resp,
+ client.ByInspecting(),
+ azure.WithErrorUnlessStatusCode(http.StatusOK, http.StatusNoContent),
+ autorest.ByClosing())
+ result.Response = resp
+ return
+}
+
+// Get gets the properties of the specified machine learning workspace.
+// Parameters:
+// resourceGroupName - name of the resource group in which workspace is located.
+// workspaceName - name of Azure Machine Learning workspace.
+func (client WorkspacesClient) Get(ctx context.Context, resourceGroupName string, workspaceName string) (result Workspace, err error) {
+ if tracing.IsEnabled() {
+ ctx = tracing.StartSpan(ctx, fqdn+"/WorkspacesClient.Get")
+ defer func() {
+ sc := -1
+ if result.Response.Response != nil {
+ sc = result.Response.Response.StatusCode
+ }
+ tracing.EndSpan(ctx, sc, err)
+ }()
+ }
+ req, err := client.GetPreparer(ctx, resourceGroupName, workspaceName)
+ if err != nil {
+ err = autorest.NewErrorWithError(err, "machinelearningservices.WorkspacesClient", "Get", nil, "Failure preparing request")
+ return
+ }
+
+ resp, err := client.GetSender(req)
+ if err != nil {
+ result.Response = autorest.Response{Response: resp}
+ err = autorest.NewErrorWithError(err, "machinelearningservices.WorkspacesClient", "Get", resp, "Failure sending request")
+ return
+ }
+
+ result, err = client.GetResponder(resp)
+ if err != nil {
+ err = autorest.NewErrorWithError(err, "machinelearningservices.WorkspacesClient", "Get", resp, "Failure responding to request")
+ }
+
+ return
+}
+
+// GetPreparer prepares the Get request.
+func (client WorkspacesClient) GetPreparer(ctx context.Context, resourceGroupName string, workspaceName string) (*http.Request, error) {
+ pathParameters := map[string]interface{}{
+ "resourceGroupName": autorest.Encode("path", resourceGroupName),
+ "subscriptionId": autorest.Encode("path", client.SubscriptionID),
+ "workspaceName": autorest.Encode("path", workspaceName),
+ }
+
+ const APIVersion = "2019-11-01"
+ queryParameters := map[string]interface{}{
+ "api-version": APIVersion,
+ }
+
+ preparer := autorest.CreatePreparer(
+ autorest.AsGet(),
+ autorest.WithBaseURL(client.BaseURI),
+ autorest.WithPathParameters("/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}", pathParameters),
+ autorest.WithQueryParameters(queryParameters))
+ return preparer.Prepare((&http.Request{}).WithContext(ctx))
+}
+
+// GetSender sends the Get request. The method will close the
+// http.Response Body if it receives an error.
+func (client WorkspacesClient) GetSender(req *http.Request) (*http.Response, error) {
+ return client.Send(req, azure.DoRetryWithRegistration(client.Client))
+}
+
+// GetResponder handles the response to the Get request. The method always
+// closes the http.Response Body.
+func (client WorkspacesClient) GetResponder(resp *http.Response) (result Workspace, err error) {
+ err = autorest.Respond(
+ resp,
+ client.ByInspecting(),
+ azure.WithErrorUnlessStatusCode(http.StatusOK),
+ autorest.ByUnmarshallingJSON(&result),
+ autorest.ByClosing())
+ result.Response = autorest.Response{Response: resp}
+ return
+}
+
+// ListByResourceGroup lists all the available machine learning workspaces under the specified resource group.
+// Parameters:
+// resourceGroupName - name of the resource group in which workspace is located.
+// skiptoken - continuation token for pagination.
+func (client WorkspacesClient) ListByResourceGroup(ctx context.Context, resourceGroupName string, skiptoken string) (result WorkspaceListResultPage, err error) {
+ if tracing.IsEnabled() {
+ ctx = tracing.StartSpan(ctx, fqdn+"/WorkspacesClient.ListByResourceGroup")
+ defer func() {
+ sc := -1
+ if result.wlr.Response.Response != nil {
+ sc = result.wlr.Response.Response.StatusCode
+ }
+ tracing.EndSpan(ctx, sc, err)
+ }()
+ }
+ result.fn = client.listByResourceGroupNextResults
+ req, err := client.ListByResourceGroupPreparer(ctx, resourceGroupName, skiptoken)
+ if err != nil {
+ err = autorest.NewErrorWithError(err, "machinelearningservices.WorkspacesClient", "ListByResourceGroup", nil, "Failure preparing request")
+ return
+ }
+
+ resp, err := client.ListByResourceGroupSender(req)
+ if err != nil {
+ result.wlr.Response = autorest.Response{Response: resp}
+ err = autorest.NewErrorWithError(err, "machinelearningservices.WorkspacesClient", "ListByResourceGroup", resp, "Failure sending request")
+ return
+ }
+
+ result.wlr, err = client.ListByResourceGroupResponder(resp)
+ if err != nil {
+ err = autorest.NewErrorWithError(err, "machinelearningservices.WorkspacesClient", "ListByResourceGroup", resp, "Failure responding to request")
+ }
+
+ return
+}
+
+// ListByResourceGroupPreparer prepares the ListByResourceGroup request.
+func (client WorkspacesClient) ListByResourceGroupPreparer(ctx context.Context, resourceGroupName string, skiptoken string) (*http.Request, error) {
+ pathParameters := map[string]interface{}{
+ "resourceGroupName": autorest.Encode("path", resourceGroupName),
+ "subscriptionId": autorest.Encode("path", client.SubscriptionID),
+ }
+
+ const APIVersion = "2019-11-01"
+ queryParameters := map[string]interface{}{
+ "api-version": APIVersion,
+ }
+ if len(skiptoken) > 0 {
+ queryParameters["$skiptoken"] = autorest.Encode("query", skiptoken)
+ }
+
+ preparer := autorest.CreatePreparer(
+ autorest.AsGet(),
+ autorest.WithBaseURL(client.BaseURI),
+ autorest.WithPathParameters("/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces", pathParameters),
+ autorest.WithQueryParameters(queryParameters))
+ return preparer.Prepare((&http.Request{}).WithContext(ctx))
+}
+
+// ListByResourceGroupSender sends the ListByResourceGroup request. The method will close the
+// http.Response Body if it receives an error.
+func (client WorkspacesClient) ListByResourceGroupSender(req *http.Request) (*http.Response, error) {
+ return client.Send(req, azure.DoRetryWithRegistration(client.Client))
+}
+
+// ListByResourceGroupResponder handles the response to the ListByResourceGroup request. The method always
+// closes the http.Response Body.
+func (client WorkspacesClient) ListByResourceGroupResponder(resp *http.Response) (result WorkspaceListResult, err error) {
+ err = autorest.Respond(
+ resp,
+ client.ByInspecting(),
+ azure.WithErrorUnlessStatusCode(http.StatusOK),
+ autorest.ByUnmarshallingJSON(&result),
+ autorest.ByClosing())
+ result.Response = autorest.Response{Response: resp}
+ return
+}
+
+// listByResourceGroupNextResults retrieves the next set of results, if any.
+func (client WorkspacesClient) listByResourceGroupNextResults(ctx context.Context, lastResults WorkspaceListResult) (result WorkspaceListResult, err error) {
+ req, err := lastResults.workspaceListResultPreparer(ctx)
+ if err != nil {
+ return result, autorest.NewErrorWithError(err, "machinelearningservices.WorkspacesClient", "listByResourceGroupNextResults", nil, "Failure preparing next results request")
+ }
+ if req == nil {
+ return
+ }
+ resp, err := client.ListByResourceGroupSender(req)
+ if err != nil {
+ result.Response = autorest.Response{Response: resp}
+ return result, autorest.NewErrorWithError(err, "machinelearningservices.WorkspacesClient", "listByResourceGroupNextResults", resp, "Failure sending next results request")
+ }
+ result, err = client.ListByResourceGroupResponder(resp)
+ if err != nil {
+ err = autorest.NewErrorWithError(err, "machinelearningservices.WorkspacesClient", "listByResourceGroupNextResults", resp, "Failure responding to next results request")
+ }
+ return
+}
+
+// ListByResourceGroupComplete enumerates all values, automatically crossing page boundaries as required.
+func (client WorkspacesClient) ListByResourceGroupComplete(ctx context.Context, resourceGroupName string, skiptoken string) (result WorkspaceListResultIterator, err error) {
+ if tracing.IsEnabled() {
+ ctx = tracing.StartSpan(ctx, fqdn+"/WorkspacesClient.ListByResourceGroup")
+ defer func() {
+ sc := -1
+ if result.Response().Response.Response != nil {
+ sc = result.page.Response().Response.Response.StatusCode
+ }
+ tracing.EndSpan(ctx, sc, err)
+ }()
+ }
+ result.page, err = client.ListByResourceGroup(ctx, resourceGroupName, skiptoken)
+ return
+}
+
+// ListBySubscription lists all the available machine learning workspaces under the specified subscription.
+// Parameters:
+// skiptoken - continuation token for pagination.
+func (client WorkspacesClient) ListBySubscription(ctx context.Context, skiptoken string) (result WorkspaceListResultPage, err error) {
+ if tracing.IsEnabled() {
+ ctx = tracing.StartSpan(ctx, fqdn+"/WorkspacesClient.ListBySubscription")
+ defer func() {
+ sc := -1
+ if result.wlr.Response.Response != nil {
+ sc = result.wlr.Response.Response.StatusCode
+ }
+ tracing.EndSpan(ctx, sc, err)
+ }()
+ }
+ result.fn = client.listBySubscriptionNextResults
+ req, err := client.ListBySubscriptionPreparer(ctx, skiptoken)
+ if err != nil {
+ err = autorest.NewErrorWithError(err, "machinelearningservices.WorkspacesClient", "ListBySubscription", nil, "Failure preparing request")
+ return
+ }
+
+ resp, err := client.ListBySubscriptionSender(req)
+ if err != nil {
+ result.wlr.Response = autorest.Response{Response: resp}
+ err = autorest.NewErrorWithError(err, "machinelearningservices.WorkspacesClient", "ListBySubscription", resp, "Failure sending request")
+ return
+ }
+
+ result.wlr, err = client.ListBySubscriptionResponder(resp)
+ if err != nil {
+ err = autorest.NewErrorWithError(err, "machinelearningservices.WorkspacesClient", "ListBySubscription", resp, "Failure responding to request")
+ }
+
+ return
+}
+
+// ListBySubscriptionPreparer prepares the ListBySubscription request.
+func (client WorkspacesClient) ListBySubscriptionPreparer(ctx context.Context, skiptoken string) (*http.Request, error) {
+ pathParameters := map[string]interface{}{
+ "subscriptionId": autorest.Encode("path", client.SubscriptionID),
+ }
+
+ const APIVersion = "2019-11-01"
+ queryParameters := map[string]interface{}{
+ "api-version": APIVersion,
+ }
+ if len(skiptoken) > 0 {
+ queryParameters["$skiptoken"] = autorest.Encode("query", skiptoken)
+ }
+
+ preparer := autorest.CreatePreparer(
+ autorest.AsGet(),
+ autorest.WithBaseURL(client.BaseURI),
+ autorest.WithPathParameters("/subscriptions/{subscriptionId}/providers/Microsoft.MachineLearningServices/workspaces", pathParameters),
+ autorest.WithQueryParameters(queryParameters))
+ return preparer.Prepare((&http.Request{}).WithContext(ctx))
+}
+
+// ListBySubscriptionSender sends the ListBySubscription request. The method will close the
+// http.Response Body if it receives an error.
+func (client WorkspacesClient) ListBySubscriptionSender(req *http.Request) (*http.Response, error) {
+ return client.Send(req, azure.DoRetryWithRegistration(client.Client))
+}
+
+// ListBySubscriptionResponder handles the response to the ListBySubscription request. The method always
+// closes the http.Response Body.
+func (client WorkspacesClient) ListBySubscriptionResponder(resp *http.Response) (result WorkspaceListResult, err error) {
+ err = autorest.Respond(
+ resp,
+ client.ByInspecting(),
+ azure.WithErrorUnlessStatusCode(http.StatusOK),
+ autorest.ByUnmarshallingJSON(&result),
+ autorest.ByClosing())
+ result.Response = autorest.Response{Response: resp}
+ return
+}
+
+// listBySubscriptionNextResults retrieves the next set of results, if any.
+func (client WorkspacesClient) listBySubscriptionNextResults(ctx context.Context, lastResults WorkspaceListResult) (result WorkspaceListResult, err error) {
+ req, err := lastResults.workspaceListResultPreparer(ctx)
+ if err != nil {
+ return result, autorest.NewErrorWithError(err, "machinelearningservices.WorkspacesClient", "listBySubscriptionNextResults", nil, "Failure preparing next results request")
+ }
+ if req == nil {
+ return
+ }
+ resp, err := client.ListBySubscriptionSender(req)
+ if err != nil {
+ result.Response = autorest.Response{Response: resp}
+ return result, autorest.NewErrorWithError(err, "machinelearningservices.WorkspacesClient", "listBySubscriptionNextResults", resp, "Failure sending next results request")
+ }
+ result, err = client.ListBySubscriptionResponder(resp)
+ if err != nil {
+ err = autorest.NewErrorWithError(err, "machinelearningservices.WorkspacesClient", "listBySubscriptionNextResults", resp, "Failure responding to next results request")
+ }
+ return
+}
+
+// ListBySubscriptionComplete enumerates all values, automatically crossing page boundaries as required.
+func (client WorkspacesClient) ListBySubscriptionComplete(ctx context.Context, skiptoken string) (result WorkspaceListResultIterator, err error) {
+ if tracing.IsEnabled() {
+ ctx = tracing.StartSpan(ctx, fqdn+"/WorkspacesClient.ListBySubscription")
+ defer func() {
+ sc := -1
+ if result.Response().Response.Response != nil {
+ sc = result.page.Response().Response.Response.StatusCode
+ }
+ tracing.EndSpan(ctx, sc, err)
+ }()
+ }
+ result.page, err = client.ListBySubscription(ctx, skiptoken)
+ return
+}
+
+// ListKeys lists all the keys associated with this workspace. This includes keys for the storage account, app insights
+// and password for container registry
+// Parameters:
+// resourceGroupName - name of the resource group in which workspace is located.
+// workspaceName - name of Azure Machine Learning workspace.
+func (client WorkspacesClient) ListKeys(ctx context.Context, resourceGroupName string, workspaceName string) (result ListWorkspaceKeysResult, err error) {
+ if tracing.IsEnabled() {
+ ctx = tracing.StartSpan(ctx, fqdn+"/WorkspacesClient.ListKeys")
+ defer func() {
+ sc := -1
+ if result.Response.Response != nil {
+ sc = result.Response.Response.StatusCode
+ }
+ tracing.EndSpan(ctx, sc, err)
+ }()
+ }
+ req, err := client.ListKeysPreparer(ctx, resourceGroupName, workspaceName)
+ if err != nil {
+ err = autorest.NewErrorWithError(err, "machinelearningservices.WorkspacesClient", "ListKeys", nil, "Failure preparing request")
+ return
+ }
+
+ resp, err := client.ListKeysSender(req)
+ if err != nil {
+ result.Response = autorest.Response{Response: resp}
+ err = autorest.NewErrorWithError(err, "machinelearningservices.WorkspacesClient", "ListKeys", resp, "Failure sending request")
+ return
+ }
+
+ result, err = client.ListKeysResponder(resp)
+ if err != nil {
+ err = autorest.NewErrorWithError(err, "machinelearningservices.WorkspacesClient", "ListKeys", resp, "Failure responding to request")
+ }
+
+ return
+}
+
+// ListKeysPreparer prepares the ListKeys request.
+func (client WorkspacesClient) ListKeysPreparer(ctx context.Context, resourceGroupName string, workspaceName string) (*http.Request, error) {
+ pathParameters := map[string]interface{}{
+ "resourceGroupName": autorest.Encode("path", resourceGroupName),
+ "subscriptionId": autorest.Encode("path", client.SubscriptionID),
+ "workspaceName": autorest.Encode("path", workspaceName),
+ }
+
+ const APIVersion = "2019-11-01"
+ queryParameters := map[string]interface{}{
+ "api-version": APIVersion,
+ }
+
+ preparer := autorest.CreatePreparer(
+ autorest.AsPost(),
+ autorest.WithBaseURL(client.BaseURI),
+ autorest.WithPathParameters("/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/listKeys", pathParameters),
+ autorest.WithQueryParameters(queryParameters))
+ return preparer.Prepare((&http.Request{}).WithContext(ctx))
+}
+
+// ListKeysSender sends the ListKeys request. The method will close the
+// http.Response Body if it receives an error.
+func (client WorkspacesClient) ListKeysSender(req *http.Request) (*http.Response, error) {
+ return client.Send(req, azure.DoRetryWithRegistration(client.Client))
+}
+
+// ListKeysResponder handles the response to the ListKeys request. The method always
+// closes the http.Response Body.
+func (client WorkspacesClient) ListKeysResponder(resp *http.Response) (result ListWorkspaceKeysResult, err error) {
+ err = autorest.Respond(
+ resp,
+ client.ByInspecting(),
+ azure.WithErrorUnlessStatusCode(http.StatusOK),
+ autorest.ByUnmarshallingJSON(&result),
+ autorest.ByClosing())
+ result.Response = autorest.Response{Response: resp}
+ return
+}
+
+// ResyncKeys resync all the keys associated with this workspace. This includes keys for the storage account, app
+// insights and password for container registry
+// Parameters:
+// resourceGroupName - name of the resource group in which workspace is located.
+// workspaceName - name of Azure Machine Learning workspace.
+func (client WorkspacesClient) ResyncKeys(ctx context.Context, resourceGroupName string, workspaceName string) (result autorest.Response, err error) {
+ if tracing.IsEnabled() {
+ ctx = tracing.StartSpan(ctx, fqdn+"/WorkspacesClient.ResyncKeys")
+ defer func() {
+ sc := -1
+ if result.Response != nil {
+ sc = result.Response.StatusCode
+ }
+ tracing.EndSpan(ctx, sc, err)
+ }()
+ }
+ req, err := client.ResyncKeysPreparer(ctx, resourceGroupName, workspaceName)
+ if err != nil {
+ err = autorest.NewErrorWithError(err, "machinelearningservices.WorkspacesClient", "ResyncKeys", nil, "Failure preparing request")
+ return
+ }
+
+ resp, err := client.ResyncKeysSender(req)
+ if err != nil {
+ result.Response = resp
+ err = autorest.NewErrorWithError(err, "machinelearningservices.WorkspacesClient", "ResyncKeys", resp, "Failure sending request")
+ return
+ }
+
+ result, err = client.ResyncKeysResponder(resp)
+ if err != nil {
+ err = autorest.NewErrorWithError(err, "machinelearningservices.WorkspacesClient", "ResyncKeys", resp, "Failure responding to request")
+ }
+
+ return
+}
+
+// ResyncKeysPreparer prepares the ResyncKeys request.
+func (client WorkspacesClient) ResyncKeysPreparer(ctx context.Context, resourceGroupName string, workspaceName string) (*http.Request, error) {
+ pathParameters := map[string]interface{}{
+ "resourceGroupName": autorest.Encode("path", resourceGroupName),
+ "subscriptionId": autorest.Encode("path", client.SubscriptionID),
+ "workspaceName": autorest.Encode("path", workspaceName),
+ }
+
+ const APIVersion = "2019-11-01"
+ queryParameters := map[string]interface{}{
+ "api-version": APIVersion,
+ }
+
+ preparer := autorest.CreatePreparer(
+ autorest.AsPost(),
+ autorest.WithBaseURL(client.BaseURI),
+ autorest.WithPathParameters("/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/resyncKeys", pathParameters),
+ autorest.WithQueryParameters(queryParameters))
+ return preparer.Prepare((&http.Request{}).WithContext(ctx))
+}
+
+// ResyncKeysSender sends the ResyncKeys request. The method will close the
+// http.Response Body if it receives an error.
+func (client WorkspacesClient) ResyncKeysSender(req *http.Request) (*http.Response, error) {
+ return client.Send(req, azure.DoRetryWithRegistration(client.Client))
+}
+
+// ResyncKeysResponder handles the response to the ResyncKeys request. The method always
+// closes the http.Response Body.
+func (client WorkspacesClient) ResyncKeysResponder(resp *http.Response) (result autorest.Response, err error) {
+ err = autorest.Respond(
+ resp,
+ client.ByInspecting(),
+ azure.WithErrorUnlessStatusCode(http.StatusOK),
+ autorest.ByClosing())
+ result.Response = resp
+ return
+}
+
+// Update updates a machine learning workspace with the specified parameters.
+// Parameters:
+// resourceGroupName - name of the resource group in which workspace is located.
+// workspaceName - name of Azure Machine Learning workspace.
+// parameters - the parameters for updating a machine learning workspace.
+func (client WorkspacesClient) Update(ctx context.Context, resourceGroupName string, workspaceName string, parameters WorkspaceUpdateParameters) (result Workspace, err error) {
+ if tracing.IsEnabled() {
+ ctx = tracing.StartSpan(ctx, fqdn+"/WorkspacesClient.Update")
+ defer func() {
+ sc := -1
+ if result.Response.Response != nil {
+ sc = result.Response.Response.StatusCode
+ }
+ tracing.EndSpan(ctx, sc, err)
+ }()
+ }
+ req, err := client.UpdatePreparer(ctx, resourceGroupName, workspaceName, parameters)
+ if err != nil {
+ err = autorest.NewErrorWithError(err, "machinelearningservices.WorkspacesClient", "Update", nil, "Failure preparing request")
+ return
+ }
+
+ resp, err := client.UpdateSender(req)
+ if err != nil {
+ result.Response = autorest.Response{Response: resp}
+ err = autorest.NewErrorWithError(err, "machinelearningservices.WorkspacesClient", "Update", resp, "Failure sending request")
+ return
+ }
+
+ result, err = client.UpdateResponder(resp)
+ if err != nil {
+ err = autorest.NewErrorWithError(err, "machinelearningservices.WorkspacesClient", "Update", resp, "Failure responding to request")
+ }
+
+ return
+}
+
+// UpdatePreparer prepares the Update request.
+func (client WorkspacesClient) UpdatePreparer(ctx context.Context, resourceGroupName string, workspaceName string, parameters WorkspaceUpdateParameters) (*http.Request, error) {
+ pathParameters := map[string]interface{}{
+ "resourceGroupName": autorest.Encode("path", resourceGroupName),
+ "subscriptionId": autorest.Encode("path", client.SubscriptionID),
+ "workspaceName": autorest.Encode("path", workspaceName),
+ }
+
+ const APIVersion = "2019-11-01"
+ queryParameters := map[string]interface{}{
+ "api-version": APIVersion,
+ }
+
+ preparer := autorest.CreatePreparer(
+ autorest.AsContentType("application/json; charset=utf-8"),
+ autorest.AsPatch(),
+ autorest.WithBaseURL(client.BaseURI),
+ autorest.WithPathParameters("/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}", pathParameters),
+ autorest.WithJSON(parameters),
+ autorest.WithQueryParameters(queryParameters))
+ return preparer.Prepare((&http.Request{}).WithContext(ctx))
+}
+
+// UpdateSender sends the Update request. The method will close the
+// http.Response Body if it receives an error.
+func (client WorkspacesClient) UpdateSender(req *http.Request) (*http.Response, error) {
+ return client.Send(req, azure.DoRetryWithRegistration(client.Client))
+}
+
+// UpdateResponder handles the response to the Update request. The method always
+// closes the http.Response Body.
+func (client WorkspacesClient) UpdateResponder(resp *http.Response) (result Workspace, err error) {
+ err = autorest.Respond(
+ resp,
+ client.ByInspecting(),
+ azure.WithErrorUnlessStatusCode(http.StatusOK),
+ autorest.ByUnmarshallingJSON(&result),
+ autorest.ByClosing())
+ result.Response = autorest.Response{Response: resp}
+ return
+}
diff --git a/vendor/modules.txt b/vendor/modules.txt
index a7eccb4bf87c..1442f6e95587 100644
--- a/vendor/modules.txt
+++ b/vendor/modules.txt
@@ -40,6 +40,7 @@ github.com/Azure/azure-sdk-for-go/services/keyvault/2016-10-01/keyvault
github.com/Azure/azure-sdk-for-go/services/keyvault/mgmt/2018-02-14/keyvault
github.com/Azure/azure-sdk-for-go/services/kusto/mgmt/2019-05-15/kusto
github.com/Azure/azure-sdk-for-go/services/logic/mgmt/2019-05-01/logic
+github.com/Azure/azure-sdk-for-go/services/machinelearningservices/mgmt/2019-11-01/machinelearningservices
github.com/Azure/azure-sdk-for-go/services/maps/mgmt/2018-05-01/maps
github.com/Azure/azure-sdk-for-go/services/mariadb/mgmt/2018-06-01/mariadb
github.com/Azure/azure-sdk-for-go/services/marketplaceordering/mgmt/2015-06-01/marketplaceordering
diff --git a/website/allowed-subcategories b/website/allowed-subcategories
index 418442e424b7..d24621e77249 100644
--- a/website/allowed-subcategories
+++ b/website/allowed-subcategories
@@ -31,6 +31,7 @@ Key Vault
Load Balancer
Log Analytics
Logic App
+Machine Learning
Management
Maps
Media
diff --git a/website/azurerm.erb b/website/azurerm.erb
index f27f0b204dd8..0721f294857b 100644
--- a/website/azurerm.erb
+++ b/website/azurerm.erb
@@ -302,6 +302,10 @@
azurerm_logic_app_workflow
+
+ azurerm_machine_learning_workspace
+
+
azurerm_managed_disk
@@ -1610,6 +1614,15 @@
+
+ Machine Learning Resources
+
+
+
Management Resources
diff --git a/website/docs/d/machine_learning_workspace.html.markdown b/website/docs/d/machine_learning_workspace.html.markdown
new file mode 100644
index 000000000000..04a0bbe7fa6e
--- /dev/null
+++ b/website/docs/d/machine_learning_workspace.html.markdown
@@ -0,0 +1,52 @@
+---
+subcategory: "Machine Learning"
+layout: "azurerm"
+page_title: "Azure Resource Manager: azurerm_machine_learning_workspace"
+description: |-
+ Gets information about an existing Machine Learning Workspace
+---
+
+# Data Source: azurerm_machine_learning_workspace
+
+Use this data source to access information about an existing Machine Learning Workspace.
+
+# Example Usage
+
+```hcl
+provider "azurerm" {
+ features {}
+}
+
+data "azurerm_machine_learning_workspace" "existing" {
+ name = "example-workspace"
+ resource_group_name = "example-resources"
+}
+
+output "id" {
+ value = azurerm_machine_learning_workspace.existing.id
+}
+```
+
+## Argument Reference
+
+The following arguments are supported:
+
+* `name` - (Required) The name of the Machine Learning Workspace exists.
+
+* `resource_group_name` - (Required) The name of the Resource Group where the Machine Learning Workspace exists.
+
+## Attributes Reference
+
+The following attributes are exported:
+
+* `id` - The ID of the Machine Learning Workspace.
+
+* `location` - The location where the Machine Learning Workspace exists.
+
+* `tags` - A mapping of tags assigned to the Machine Learning Workspace.
+
+### Timeouts
+
+The `timeouts` block allows you to specify [timeouts](https://www.terraform.io/docs/configuration/resources.html#timeouts) for certain actions:
+
+* `read` - (Defaults to 5 minutes) Used when retrieving the Machine Learning Workspace.
diff --git a/website/docs/r/machine_learning_workspace.html.markdown b/website/docs/r/machine_learning_workspace.html.markdown
new file mode 100644
index 000000000000..783ade9cab1e
--- /dev/null
+++ b/website/docs/r/machine_learning_workspace.html.markdown
@@ -0,0 +1,132 @@
+---
+subcategory: "Machine Learning"
+layout: "azurerm"
+page_title: "Azure Resource Manager: azurerm_machine_learning_workspace"
+description: |-
+ Manages a Azure Machine Learning Workspace.
+---
+# azurerm_machine_learning_workspace
+
+Manages a Azure Machine Learning Workspace
+
+## Example Usage
+
+```hcl
+provider "azurerm" {
+ features {}
+}
+
+data "azurerm_client_config" "current" {}
+
+resource "azurerm_resource_group" "example" {
+ name = "example-resources"
+ location = "West Europe"
+}
+
+resource "azurerm_application_insights" "example" {
+ name = "workspace-example-ai"
+ location = azurerm_resource_group.example.location
+ resource_group_name = azurerm_resource_group.example.name
+ application_type = "web"
+}
+
+resource "azurerm_key_vault" "example" {
+ name = "workspaceexamplekeyvault"
+ location = azurerm_resource_group.example.location
+ resource_group_name = azurerm_resource_group.example.name
+ tenant_id = data.azurerm_client_config.current.tenant_id
+ sku_name = "premium"
+}
+
+resource "azurerm_storage_account" "example" {
+ name = "workspacestorageaccount"
+ location = azurerm_resource_group.example.location
+ resource_group_name = azurerm_resource_group.example.name
+ account_tier = "Standard"
+ account_replication_type = "GRS"
+}
+
+resource "azurerm_machine_learning_workspace" "example" {
+ name = "example-workspace"
+ location = azurerm_resource_group.example.location
+ resource_group_name = azurerm_resource_group.example.name
+ application_insights_id = azurerm_application_insights.example.id
+ key_vault_id = azurerm_key_vault.example.id
+ storage_account_id = azurerm_storage_account.example.id
+
+ identity {
+ type = "SystemAssigned"
+ }
+}
+```
+
+## Argument Reference
+
+The following arguments are supported:
+
+* `name` - (Required) Specifies the name of the Machine Learning Workspace. Changing this forces a new resource to be created.
+
+* `resource_group_name` - (Required) Specifies the name of the Resource Group in which the Machine Learning Workspace should exist. Changing this forces a new resource to be created.
+
+* `location` - (Optional) Specifies the supported Azure location where the Machine Learning Workspace should exist. Changing this forces a new resource to be created.
+
+* `application_insights_id` - (Required) The ID of the Application Insights associated with this Machine Learning Workspace. Changing this forces a new resource to be created.
+
+* `key_vault_id` - (Required) The ID of key vault associated with this Machine Learning Workspace. Changing this forces a new resource to be created.
+
+* `storage_account_id` - (Required) The ID of the Storage Account associated with this Machine Learning Workspace. Changing this forces a new resource to be created.
+
+-> **NOTE:** The `account_tier` cannot be `Premium` in order to associate the Storage Account to this Machine Learning Workspace.
+
+* `identity` - (Required) An `identity` block defined below.
+
+* `container_registry_id` - (Optional) The ID of the container registry associated with this Machine Learning Workspace. Changing this forces a new resource to be created.
+
+-> **NOTE:** The `admin_enabled` should be `true` in order to associate the Container Registry to this Machine Learning Workspace.
+
+* `description` - (Optional) The description of this Machine Learning Workspace.
+
+* `discovery_url` - (Optional) The URL for the discovery service to identify regional endpoints for machine learning experimentation services.
+
+* `friendly_name` - (Optional) Friendly name for this Machine Learning Workspace.
+
+* `sku_name` - (Optional) SKU/edition of the Machine Learning Workspace, possible values are `Basic` for a basic workspace or `Enterprise` for a feature rich workspace. Defaults to `Basic`.
+
+* `tags` - (Optional) A mapping of tags to assign to the resource. Changing this forces a new resource to be created.
+
+---
+
+An `identity` block supports the following:
+
+* `type` - (Required) The Type of Identity which should be used for this Disk Encryption Set. At this time the only possible value is `SystemAssigned`.
+
+## Attributes Reference
+
+The following attributes are exported:
+
+* `id` - The ID of the Machine Learning Workspace.
+
+---
+
+An `identity` block exports the following:
+
+* `principal_id` - The (Client) ID of the Service Principal.
+
+* `tenant_id` - The ID of the Tenant the Service Principal is assigned in.
+
+### Timeouts
+
+The `timeouts` block allows you to specify [timeouts](https://www.terraform.io/docs/configuration/resources.html#timeouts) for certain actions:
+
+* `create` - (Defaults to 30 minutes) Used when creating the Machine Learning Workspace.
+* `update` - (Defaults to 30 minutes) Used when updating the Machine Learning Workspace.
+* `read` - (Defaults to 5 minutes) Used when retrieving the Machine Learning Workspace.
+* `delete` - (Defaults to 30 minutes) Used when deleting the Machine Learning Workspace.
+
+## Import
+
+Machine Learning Workspace can be imported using the `resource id`, e.g.
+
+```shell
+terraform import azurerm_machine_learning_workspace.example /subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/group1/providers/Microsoft.MachineLearningServices/workspaces/workspace1
+```