首次使用doAzureParallel遇AccountCoreQuotaReached等配额错误求助

核心错误 #

调用getCluster(clusterName = "myPoolName")时返回以下错误：

Error in getCluster(clusterName = "myPoolName") : 
  Code: AccountCoreQuotaReached - Message: The specified account has reached core quota 
Code: AccountLowPriorityCoreQuotaReached - Message: The specified account has reached low priority core quota 

同时getDoParWorkers()返回0，且进入订阅配额页面后看不到任何内容。

环境与操作背景 #

• 全新Azure账户，邮箱新注册，资源、Batch及存储账户名称均为happybones1234，区域选择westus2
• 按doAzureParallel官方文档成功生成配置JSON文件，但跳过了AAD认证部分及后续资源删除步骤（无法理解该部分内容）
• 首次登录Azure门户时遭遇令牌错误，直接跳过，新账户登录时同样出现该错误

完整操作步骤与R输出 #

# install the package devtools
install.packages("devtools")
# install the doAzureParallel and rAzureBatch package
devtools::install_github("Azure/rAzureBatch")
devtools::install_github("MatHatter/doAzureParallel")
library(doAzureParallel)
generateClusterConfig("cluster.json")
generateCredentialsConfig("credentials.json")
setCredentials("credentials.json")
cluster <- makeCluster("cluster.json")
registerDoAzureParallel(cluster)
getCluster(clusterName = "myPoolName")

输出内容：

> install.packages("devtools")
Installing package into ‘C:/Users/wfky1/AppData/Local/R/win-library/4.2’
(as ‘lib’ is unspecified)
trying URL 'https://cran.rstudio.com/bin/windows/contrib/4.2/devtools_2.4.5.zip'
Content type 'application/zip' length 436380 bytes (426 KB)
downloaded 426 KB

package ‘devtools’ successfully unpacked and MD5 sums checked

The downloaded binary packages are in
    C:\Users\wfky1\AppData\Local\Temp\RtmpCaRGvN\downloaded_packages
> 
> # install the doAzureParallel and rAzureBatch package
> devtools::install_github("Azure/rAzureBatch")
Downloading GitHub repo Azure/rAzureBatch@HEAD
These packages have more recent versions available.
It is recommended to update all of them.
Which would you like to update?

1: All                               
2: CRAN packages only                
3: None                              
4: jsonlite (1.8.4  -> 1.8.8 ) [CRAN]
5: curl     (5.0.0  -> 5.2.1 ) [CRAN]
6: digest   (0.6.31 -> 0.6.35) [CRAN]

Enter one or more numbers, or an empty line to skip updates: devtools::install_github("Azure/doAzureParallel")
Enter one or more numbers, or an empty line to skip updates: 
── R CMD build ───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────
✔  checking for file 'C:\Users\wfky1\AppData\Local\Temp\RtmpCaRGvN\remotes7ab81a172073\Azure-rAzureBatch-ddbc612/DESCRIPTION' (362ms)
─  preparing 'rAzureBatch':
✔  checking DESCRIPTION meta-information ...
─  checking for LF line-endings in source and make files and shell scripts
─  checking for empty or unneeded directories
   Omitted 'LazyData' from DESCRIPTION
─  building 'rAzureBatch_0.7.0.tar.gz'
   
Installing package into ‘C:/Users/wfky1/AppData/Local/R/win-library/4.2’
(as ‘lib’ is unspecified)
* installing *source* package 'rAzureBatch' ...
** using staged installation
** R
** byte-compile and prepare package for lazy loading
** help
No man pages found in package  'rAzureBatch' 
*** installing help indices
** building package indices
** testing if installed package can be loaded from temporary location
** testing if installed package can be loaded from final location
** testing if installed package keeps a record of temporary installation path
* DONE (rAzureBatch)
> library(doAzureParallel)
> generateClusterConfig("cluster.json")
> generateCredentialsConfig("credentials.json")
> 
> setCredentials("credentials.json")
======================================================================================================================================
Batch Account: happybones1234
Batch Account Url: https://happybones1234.westus2.batch.azure.com
Storage Account: happybones1234
Storage Account Url: https://happybones1234.blob.core.windows.net
======================================================================================================================================
Your credentials have been successfully set.
> 
> cluster <- makeCluster("cluster.json")
======================================================================================================================================
Name: myPoolName
Configuration:
    Docker Image: rocker/tidyverse:latest
    MaxTasksPerNode: 1
    Node Size: Standard_D2_v2
Scale:
    Autoscale Formula: QUEUE
    Dedicated:
        Min: 3
        Max: 3
    Low Priority:
        Min: 3
        Max: 3
======================================================================================================================================
The specified cluster 'myPoolName' already exists. Cluster 'myPoolName' will be used.
Your cluster has been registered.
Dedicated Node Count: 3
Low Priority Node Count: 3
Warning message:
In self$client$extractAzureResponse(response, content) :
  Conflict (HTTP 409).
> 
> registerDoAzureParallel(cluster)
> 
> getCluster(clusterName = "myPoolName")

Error in getCluster(clusterName = "myPoolName") : 
  Code: AccountCoreQuotaReached - Message: The specified account has reached core quota 
Code: AccountLowPriorityCoreQuotaReached - Message: The specified account has reached low priority core quota 
> getDoParWorkers()
[1] 0

Azure门户登录错误 #

首次及新账户登录时均出现以下令牌错误，不确定是否与配额问题相关：

{
    "sessionId": "167d2eee37514eb583425099ac0b1d17",
    "errors": [
        {
            "errorMessage": "interaction_required: AADSTS16000: User account '{EUII Hidden}' from identity provider 'live.com' does not exist in tenant 'Microsoft Services' and cannot access the application 'b677c290-cf4b-4a8e-a60e-91ba650a4abe'(AzurePortal Console App) in that tenant. The account needs to be added as an external user in the tenant first. Sign out and sign in again with a different Azure Active Directory user account. Trace ID: f556585a-b050-4726-8071-5330bc146a00 Correlation ID: c76474be-cf34-4513-9fb4-e3f1f5f157cf Timestamp: 2024-05-06 01:02:35Z",
            "clientId": "b677c290-cf4b-4a8e-a60e-91ba650a4abe",
            "scopes": [
                "https://management.core.windows.net//.default"
            ]
        },
        {
            "errorMessage": "interaction_required: AADSTS16000: User account '{EUII Hidden}' from identity provider 'live.com' does not exist in tenant 'Microsoft Services' and cannot access the application 'b677c290-cf4b-4a8e-a60e-91ba650a4abe'(AzurePortal Console App) in that tenant. The account needs to be added as an external user in the tenant first. Sign out and sign in again with a different Azure Active Directory user account. Trace ID: b1f87dba-bb51-4008-a76a-92a057e26600 Correlation ID: bb1b1be8-d15f-4180-8cd5-3d05b2c2a83c Timestamp: 2024-05-06 01:02:35Z",
            "clientId": "b677c290-cf4b-4a8e-a60e-91ba650a4abe",
            "scopes": [
                "https://management.core.windows.net//.default"
            ]
        }
    ]
}

求助需求 #

请求解决配额错误问题，同时确认AAD登录错误是否影响配额查询与使用。

内容的提问来源于stack exchange，提问作者user3553260