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

Bias Types:
⚠️ powershell_heavy
⚠️ windows_first
⚠️ windows_tools
⚠️ missing_linux_example
Summary:
The documentation page demonstrates a strong Windows bias. All command-line examples use Azure PowerShell cmdlets, with no mention of equivalent Azure CLI or REST API methods that are cross-platform. The self-hosted integration runtime is described as being installed on 'on-premises Windows machines' only, with no mention of Linux support or alternatives. Windows-centric tools and patterns (PowerShell, SSMS, SSDT) are referenced exclusively or before any cross-platform options. There are no Linux-specific instructions or examples, and the documentation does not address monitoring or managing integration runtimes from Linux environments.
Recommendations:
  • Provide equivalent Azure CLI examples for all PowerShell commands, as Azure CLI is cross-platform and works natively on Linux and macOS.
  • Mention and document REST API options for monitoring integration runtimes, which can be used from any OS.
  • Clarify whether self-hosted integration runtime can be installed or monitored from Linux machines, and if not, state this limitation explicitly.
  • Include references to cross-platform tools (e.g., Azure Data Studio instead of or alongside SSMS, or mention of VS Code for pipeline authoring/monitoring).
  • Rephrase sections that imply Windows exclusivity (e.g., 'Node is an on-premises Windows machine') to either clarify support or provide Linux alternatives if available.
  • Add a section or note for Linux/macOS users, summarizing supported monitoring approaches and tools.
GitHub Create pull request

Scan History

Date Scan ID Status Bias Status
2025-09-16 00:00 #113 completed ✅ Clean
2025-09-15 00:00 #112 completed ✅ Clean
2025-09-14 00:00 #111 completed ✅ Clean
2025-09-13 00:00 #110 completed ✅ Clean
2025-09-12 00:00 #109 completed ✅ Clean
2025-09-11 00:00 #108 completed ✅ Clean
2025-09-10 00:00 #107 completed ✅ Clean
2025-09-09 00:00 #106 completed ✅ Clean
2025-09-08 00:00 #105 completed ✅ Clean
2025-08-17 00:01 #83 in_progress ✅ Clean
2025-07-13 21:37 #48 completed ❌ Biased
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased

Flagged Code Snippets

Get-AzDataFactoryV2IntegrationRuntime -DataFactoryName MyDataFactory -ResourceGroupName MyResourceGroup -Name MyAzureIR -Status
Get-AzDataFactoryV2IntegrationRuntimeMetric -name $integrationRuntimeName -ResourceGroupName $resourceGroupName -DataFactoryName $dataFactoryName | ConvertTo-Json
Get-AzDataFactoryV2IntegrationRuntime -DataFactoryName $DataFactoryName -Name $AzureSSISName -ResourceGroupName $ResourceGroupName -Status