dotnet / dotnet/machinelearning-modelbuilder

Image classification & Object detection: Cannot create a new workspace for Azure environment.

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Beschreibung

**System Information (please complete the following information):**
Windows OS: Windows-11-Enterprise-24H2
ML.Net Model Builder 2022: 17.19.2.2522504 (Main Build)
Microsoft Visual Studio Enterprise: 2022(17.13.6)
.Net Core: 8.0,9.0

**Describe the bug**
- On which step of the process did you run into an issue:
Cannot create a new workspace for Azure environment.

**TestMatrix**

**To Reproduce**
Steps to reproduce the behavior:

1. Select Create a new project from the Visual Studio start window.
2. Choose the C# Console App (.NET Core) project template.
3. Add model builder by right click on the project.
4. Select "Image classification or Object detection" scenario.
5. On the "Environment" page, choose "Azure" option and then click "Set up workspace" button.
6. Choose "ML.NET Model Builder Demo" subscription and then click "New Workspace" link.
7. Provide the name, regions, RG on the "Create new workspace" dialog, then click "Create" button.
8. Model Builder error occurs: **Resource 'fullloctest02storageafh' was disallowed by policy. Reasons: 'This request was denied due to internal policy. Local authentication methods are not allowed.**

**Expected behavior**
Workspace can be created successfully.

**Screenshot:**
![Image](https://github.com/user-attachments/assets/ea32244e-278d-44b5-bf30-937aad458d5e)

**Additional context:**
2025-04-29 07:12:05.4294 DEBUG Resource 'fullloctest02storageafh' was disallowed by policy. Reasons: 'This request was denied due to internal policy. Local authentication methods are not allowed. For more information, refer to https://aka.ms/safesecretsstandard.'. See error details for policy resource IDs.
Status: 403 (Forbidden)
ErrorCode: RequestDisallowedByPolicy

Content:
{"error":{"code":"RequestDisallowedByPolicy","target":"fullloctest02storageafh","message":"Resource 'fullloctest02storageafh' was disallowed by policy. Reasons: 'This request was denied due to internal policy. Local authentication methods are not allowed. For more information, refer to https://aka.ms/safesecretsstandard.'. See error details for policy resource IDs.","additionalInfo":[{"type":"PolicyViolation","info":{"evaluationDetails":{"evaluatedExpressions":[{"result":"True","expressionKind":"Field","expression":"type","path":"type","expressionValue":"Microsoft.Storage/storageAccounts","targetValue":"Microsoft.Storage/storageAccounts","operator":"Equals"},{"result":"True","expressionKind":"Field","expression":"Microsoft.Storage/storageAccounts/allowSharedKeyAccess","path":"properties.allowSharedKeyAccess","expressionValue":"******","targetValue":"false","operator":"Exists"},{"result":"True","expressionKind":"Field","expression":"tags[Az.Sec.DisableLocalAuth.Storage::Skip]","path":"tags[Az.Sec.DisableLocalAuth.Storage::Skip]","targetValue":"false","operator":"Exists"},{"result":"True","expressionKind":"Value","expression":"[contains(resourceGroup().tags, parameters('skipTagName'))]","expressionValue":false,"targetValue":"false","operator":"Equals"},{"result":"True","expressionKind":"Value","expression":"[contains(subscription().tags, parameters('skipTagName'))]","expressionValue":false,"targetValue":"false","operator":"Equals"},{"result":"True","expressionKind":"Value","expression":"all_regions","expressionValue":"all_regions","targetValue":["all_regions"],"operator":"In"}],"reason":"This request was denied due to internal policy. Local authentication methods are not allowed. For more information, refer to https://aka.ms/safesecretsstandard."},"policyDefinitionId":"/providers/Microsoft.Management/managementGroups/CnAIOrchestrationServicePublicCorpprod/providers/Microsoft.Authorization/policyDefinitions/8e7a35ba-088b-4288-9dd0-c01bbecdcdbc-1.0","policyDefinitionName":"8e7a35ba-088b-4288-9dd0-c01bbecdcdbc-1.0","policyDefinitionDisplayName":"Azure Storage Policy to disable local auth - Opt In-1.0","policyDefinitionVersion":"1.0.0","policyDefinitionEffect":"deny","policyAssignmentId":"/providers/Microsoft.Management/managementGroups/CnAIOrchestrationServicePublicCorpprod/providers/Microsoft.Authorization/policyAssignments/SafeSec-Strg-OptIn-V1-0","policyAssignmentName":"SafeSec-Strg-OptIn-V1-0","policyAssignmentDisplayName":"Azure Storage Policy to disable local auth - Opt In-1.0","policyAssignmentScope":"/providers/Microsoft.Management/managementGroups/CnAIOrchestrationServicePublicCorpprod","policyAssignmentParameters":{"heavyRegions":["eastus"],"pilotRegions":["westcentralus","eastasia"],"effect":"deny","mediumRegions":["uksouth"],"canaryRegions":["centraluseuap","eastus2euap"],"regionCodeMapping":{"uaecentral":"auh","eastasia":"hk","japaneast":"ty","southcentralus":"sn","westus3":"usw3","eastus2euap":"cbn","canadaeast":"yq","australiasoutheast":"ml","uksouth":"ln","australiacentral2":"cbr2","southeastus":"usse1","jioindiacentral":"jinc","westcentralus":"cy","australiacentral":"cbr","centraluseuap":"cdm","norwayeast":"noe","northeurope":"db","brazilnortheast":"brne","brazilsouth":"cq","apacsoutheast2":"kul","italynorth":"itn","eastusslv":"use","malaysiasouth":"mys","australiaeast":"sy","centralindia":"pn","koreacentral":"se","malaysiawest":"myw","southafricawest":"cpt","francesouth":"mrs","westindia":"bm","eastus2":"bn","koreasouth":"ps","switzerlandnorth":"chn","israelcentral":"ilc","eastus":"bl","southcentralusstg":"ustsc","ukwest":"cw","swedensouth":"ses","uaenorth":"dxb","qatarcentral":"qac","brazilsoutheast":"brse","westus":"by","mexicocentral":"mxc","spaincentral":"esc","southafricanorth":"jnb","germanynorth":"den","germanywestcentral":"dewc","chilecentral":"clc","southeastasia":"sg","norwaywest":"now","koreasouth2":"krs2","jioindiawest":"jinw","westeurope":"am","taiwannorth":"twn","westus2":"mwh","northcentralus":"ch","taiwannorthwest":"twnw","newzealandnorth":"nzn","francecentral":"par","japanwest":"os","southindia":"ma","polandcentral":"plc","eastusstg":"uste","switzerlandwest":"chw","canadacentral":"yt","swedencentral":"sec","centralus":"dm","disabled":"."}},"policyExemptionIds":[],"policyEnrollmentIds":[]}}]}}

Headers:
Pragma: no-cache
x-ms-failure-cause: REDACTED
x-ms-request-id: ac5f458e-3aa1-4708-9164-a5ec802dd969
x-ms-correlation-request-id: REDACTED
x-ms-routing-request-id: REDACTED
Strict-Transport-Security: REDACTED
X-Content-Type-Options: REDACTED
X-Cache: REDACTED
X-MSEdge-Ref: REDACTED
Content-Length: 4301
Cache-Control: no-cache
Content-Type: application/json; charset=utf-8
Date: Tue, 29 Apr 2025 07:12:04 GMT
Expires: -1

at Azure.ResourceManager.Storage.StorageAccountsRestOperations.d__9.MoveNext()
--- End of stack trace from previous location where exception was thrown ---
at System.Runtime.ExceptionServices.ExceptionDispatchInfo.Throw()
at System.Runtime.CompilerServices.TaskAwaiter.HandleNonSuccessAndDebuggerNotification(Task task)
at Azure.ResourceManager.Storage.StorageAccountCollection.d__5.MoveNext()
--- End of stack trace from previous location where exception was thrown ---
at System.Runtime.ExceptionServices.ExceptionDispatchInfo.Throw()
at System.Runtime.CompilerServices.TaskAwaiter.HandleNonSuccessAndDebuggerNotification(Task task)
at Microsoft.ML.ModelBuilder.RemoteResourceManager.AzureResourceManager.d__9.MoveNext() in /_/src/Microsoft.ML.ModelBuilder/RemoteResourceManager/AzureResourceManager.cs:line 163
--- End of stack trace from previous location where exception was thrown ---
at System.Runtime.ExceptionServices.ExceptionDispatchInfo.Throw()
at System.Runtime.CompilerServices.TaskAwaiter.HandleNonSuccessAndDebuggerNotification(Task task)
at Microsoft.ML.ModelBuilder.AzureAttach.NewWorkspaceDataContext.d__25.MoveNext() in /_/src/Microsoft.ML.ModelBuilder/AzureAttach/NewWorkspaceDataContext.cs:line 136 (Microsoft.ML.ModelBuilder.Utils.Logger.Debug)
2025-04-29 07:16:40.3162 DEBUG finalize EnvironmentViewModel_4 (Microsoft.ML.ModelBuilder.Utils.Logger.Debug)
2025-04-29 07:16:40.3162 DEBUG finalize TrainViewModel_13 (Microsoft.ML.ModelBuilder.Utils.Logger.Debug)

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Rechercherichtung

Beginne mit dem gemeldeten Ablauf zur Erstellung des Azure-Arbeitsbereichs, lies dann AzureResourceManager.cs um Zeile 163 und NewWorkspaceDataContext.cs um Zeile 136, wo der Fehler protokolliert wird. Verfolge die Anfrage zur Erstellung des Speicherkontos und überprüfe das Verhalten anhand des Azure-Richtlinienfehlers. Die Aufgabe ist abgeschlossen, wenn der Azure-Arbeitsbereich für Image classification oder Object detection unter der gemeldeten Umgebung erfolgreich erstellt werden kann.

Vom Indexierungsmodell aus dem Issue-Text verfasst.

Bewertung

Tech-Stack
azure, csharp
Bereich
cloud, machine-learning
Issue-Typ
Bug
Schwierigkeit
4/5
Geschätzter Aufwand
3-5 Tage
Aktivitätsstatus
Veraltet
Klarheit
Größtenteils klar
Anfängerfreundlichkeit
35/100

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