无法创建在线端点

Question

我正在尝试创建端点推理以将模型部署到 azure 机器学习工作区中。我使用下面的 cli 命令来部署模型，但失败并出现以下错误

(SubscriptionNotRegistered) Resource provider [N/A] isn't registered with Subscription [N/A]. Please see troubleshooting guide, available here: https://aka.ms/register-resource-provider
Code: SubscriptionNotRegistered
Message: Resource provider [N/A] isn't registered with Subscription [N/A]. Please see troubleshooting guide,

我已经注册了 Microsoft.MachineLearningServices

下面是用于创建端点的 yml 模板和 cli

端点.yml

$schema: https://azuremlschemas.azureedge.net/latest/onlineEndpoint.schema.json
name: bird-pytorch-endpoint-v1
auth_mode: key

cli 命令

az ml online-endpoint create --file endpoint.yml --resource-group myresourcepsrg --workspace-name azuremlws

以下是当前用户访问详情

Principal                                                             Role    Scope
--------------------------------------------------------------------  ------  ---------------------------------------------------
azure_hari3_gmail.com#EXT#@azure_hari3gmail102.onmicrosoft.com  Owner   /subscriptions/75272772727-828

现在我遇到了以下错误

(SubscriptionNotRegistered) Resource provider [N/A] isn't registered with Subscription [N/A]. Please see troubleshooting guide, available here: https://aka.ms/register-resource-provider
Code: SubscriptionNotRegistered
Message: Resource provider [N/A] isn't registered with Subscription [N/A]. Please see troubleshooting guide, available here: https://aka.ms/register-resource-provider

对此有什么解决办法吗？

Answer 1

无法创建在线端点

最初，当我尝试创建在线端点时，我在我的环境中也遇到了相同的错误。

错误：

az ml online-endpoint create --file endpoint.yml" --resource-group venkatesan-rg --workspace-name venkatspace4
az : ERROR: (SubscriptionNotRegistered) Resource provider [N/A] isn't registered with Subscription [N/A]. Please see troubleshooting guide, available here: https://aka.ms/register-resource-provider
At line:1 char:1
+ az ml online-endpoint create --file "C:\Users\xxx\Downloads\endp ...
+ ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
    + CategoryInfo          : NotSpecified: (ERROR: (Subscri...source-provider:String) [], RemoteException
    + FullyQualifiedErrorId : NativeCommandError
 
Code: SubscriptionNotRegistered
Message: Resource provider [N/A] isn't registered with Subscription [N/A]. Please see troubleshooting guide, available here: https://aka.ms/register-resource-provider

要解决上述错误，您需要在 Azure 订阅中注册

Microsoft.Cdn

和

Microsoft.PolicyInsights

。

传送门：

门户->< Your-Subscription>->资源提供商->搜索Microsoft.Cdn和Microsoft.PolicyInsights->注册。

注册两个资源提供者后，我可以使用相同的命令创建在线机器学习端点。

命令与输出：

PS C:\Users\xxx> az ml online-endpoint create --file "endpoint.yml" --resource-group "venkatesan-rg" --workspace-name "venkatspace4"
{
  "auth_mode": "key",
  "id": "/subscriptions/xxxx/resourceGroups/venkatesan-rg/providers/Microsoft.MachineLearningServices/workspaces/venkatspace4/onlineEndpoints/bird-pytorch-endpoint-v1",
  "identity": {
    "principal_id": "xxx",
    "tenant_id": "9xxx",
    "type": "system_assigned"
  },
  "kind": "Managed",
  "location": "eastus",
  "mirror_traffic": {},
  "name": "bird-pytorch-endpoint-v1",
  "openapi_uri": "https://bird-pytorch-endpoint-v1.eastus.inference.ml.azure.com/swagger.json",
  "properties": {
    "AzureAsyncOperationUri": "https://management.azure.com/subscriptions/xxxx/providers/Microsoft.MachineLearningServices/locations/eastus/mfeOperationsStatus/xxxx?api-version=2022-02-01-preview",
    "azureml.onlineendpointid": "/subscriptions/xxx/resourcegroups/venkatesan-rg/providers/microsoft.machinelearningservices/workspaces/venkatspace4/onlineendpoints/bi
rd-pytorch-endpoint-v1",
    "createdAt": "2024-10-17T10:14:22.250637+0000",
    "createdBy": "xxxx",
    "lastModifiedAt": "2024-10-17T10:14:22.250637+0000"
  },
  "provisioning_state": "Succeeded",
  "public_network_access": "enabled",
  "resourceGroup": "venkatesan-rg",
  "scoring_uri": "https://bird-pytorch-endpoint-v1.eastus.inference.ml.azure.com/score",
  "tags": {},
  "traffic": {}
}

传送门：