Document Details

Azure Stack Edge Gpu Troubleshoot Virtual Machine Provisioning
Home / Scan 2 / Azure Stack Edge Gpu Troubleshoot Virtual Machine Provisioning
❌
This page contains Windows bias

About This Page

This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.
GitHub View on GitHub 📚 View on Microsoft Learn

Bias Analysis

Bias Types:
⚠️ powershell_heavy
⚠️ windows_first
⚠️ windows_tools
⚠️ missing_linux_example
Summary:
The documentation demonstrates a Windows bias in several ways: PowerShell scripts and cmdlets (e.g., Test-NetConnection, PowerShell functions) are used for troubleshooting and management tasks, with no equivalent Linux command-line examples provided. Windows/PowerShell tools are mentioned exclusively or before Linux alternatives. While some Linux-specific troubleshooting is included (e.g., cloud-init, waagent.conf), the main workflow and scripting guidance are Windows-centric, and Linux users are left to infer equivalent steps.
Recommendations:
  • For every PowerShell or Windows command example (e.g., Test-NetConnection, PowerShell scripts for Azure Resource Manager), provide equivalent Linux shell commands (e.g., curl, wget, ping, netcat, az CLI).
  • When listing troubleshooting steps, avoid always presenting Windows/PowerShell first; alternate or present both Windows and Linux options together.
  • For VM image preparation and management, include explicit Linux-based workflows and commands (e.g., using qemu-img, Azure CLI on Linux, shell scripts).
  • Where Windows tools or patterns are mentioned (e.g., Hyper-V, PowerShell), clarify Linux equivalents or note if not applicable.
  • Add Linux-specific troubleshooting for network and resource issues (e.g., using ip, ifconfig, systemctl, journalctl for logs).
  • Ensure that all users, regardless of OS, have clear, actionable steps without needing to translate Windows-centric instructions.
GitHub Create pull request

Scan History

Date Scan ID Status Bias Status
2025-08-17 00:01 #83 in_progress ✅ Clean
2025-07-13 21:37 #48 completed ✅ Clean
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased

Flagged Code Snippets

ping <IP address> tnc <IP address> tnc <IP address> -CommonTCPPort “RDP”
Function Get-AzCachedAccessToken() { $ErrorActionPreference = 'Stop' $azureRmProfile = [Microsoft.Azure.Commands.Common.Authentication.Abstractions.AzureRmProfileProvider]::Instance.Profile $currentAzureContext = Get-AzContext $profileClient = New-Object Microsoft.Azure.Commands.ResourceManager.Common.RMProfileClient($azureRmProfile) Write-Debug ("Getting access token for tenant" + $currentAzureContext.Subscription.TenantId) $token = $profileClient.AcquireAccessToken($currentAzureContext.Subscription.TenantId) $token.AccessToken } $token = Get-AzCachedAccessToken $headers = @{Authorization = "Bearer $token"; "Content-Type" = "application/json" } $v = Invoke-RestMethod -Method Get -Uri $uri1 -Headers $headers v.value
Invoke-RestMethod -Method DELETE -Uri $uri2 -Headers $headers
$uri2 = "https://management.<appliance name>.<DNS domain>/subscriptions/sid/resourceGroups/rgname/providers/Microsoft.AzureBridge/locations/dbelocal/ingestionJobs/<ingestion job name>?api-version=2018-06-01"