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:
⚠️ missing_linux_example
⚠️ windows_tools
⚠️ windows_first
Summary:
The documentation page demonstrates a bias towards Windows environments by exclusively referencing Azure SQL Database (a Microsoft/Windows-centric technology) as the only supported external database for Ambari. There are no examples or mentions of using Linux-native or open-source database systems (such as PostgreSQL or MySQL) as alternatives. All command-line examples use Azure CLI, which is cross-platform, but the overall workflow and requirements are tightly coupled to Microsoft technologies, with no guidance for Linux-preferred database setups.
Recommendations:
  • Document support (or lack thereof) for Linux-native/open-source databases (e.g., PostgreSQL, MySQL) as external Ambari DB options, and provide setup instructions if supported.
  • If only Azure SQL Database is supported, explicitly state this limitation and provide rationale.
  • Include examples or notes for Linux users, such as using Azure CLI from a Linux shell, and clarify that no PowerShell-specific steps are required.
  • If possible, provide parity in tooling and workflows for both Windows and Linux environments, or clearly indicate any platform-specific requirements.
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Scan History

Date Scan ID Status Bias Status
2025-08-17 00:01 #83 in_progress ✅ Clean
2025-07-13 21:37 #48 completed ❌ Biased
2025-07-12 23:44 #41 in_progress ❌ Biased
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased

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