Sad Tux - Windows bias detected
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.

Bias Analysis

Detected Bias Types
powershell_heavy
windows_tools
missing_linux_example
windows_first
Summary
The documentation exclusively uses PowerShell cmdlets (New-AzDataFactoryV2LinkedServiceEncryptedCredential, Set-AzDataFactoryV2LinkedService), which are primarily Windows-centric and require PowerShell 7.0 or higher. There are no examples or instructions for performing the same tasks on Linux or macOS, nor are cross-platform alternatives (such as Azure CLI, REST API, or Bash scripts) mentioned. The use of DPAPI for encryption is also a Windows-specific technology.
Recommendations
  • Provide equivalent examples using Azure CLI or REST API, which are cross-platform and can be run on Linux and macOS.
  • Clarify whether the encryption process and cmdlets are supported on non-Windows platforms, especially since PowerShell 7 is cross-platform but DPAPI is not.
  • If the process is inherently Windows-only (due to DPAPI or integration runtime limitations), explicitly state this limitation early in the documentation.
  • Offer guidance or workarounds for Linux users, such as running the commands in a Windows container or VM, or alternative credential management approaches.
  • Reorder or supplement examples so that Linux/macOS approaches are presented alongside or before Windows-specific instructions where possible.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-08 00:00 #105 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets

New-AzDataFactoryV2LinkedServiceEncryptedCredential -DataFactoryName $dataFactoryName -ResourceGroupName $ResourceGroupName -IntegrationRuntimeName 'test-selfhost-ir' -DefinitionFile ".\SQLServerLinkedService.json" > encryptedSQLServerLinkedService.json
Set-AzDataFactoryV2LinkedService -DataFactoryName $dataFactoryName -ResourceGroupName $ResourceGroupName -Name "EncryptedSqlServerLinkedService" -DefinitionFile ".\encryptedSqlServerLinkedService.json"