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
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a bias towards Windows/Azure-centric tooling and patterns. It exclusively references Azure SQL Database (a Microsoft-managed service) as the only supported external database for Ambari, with no mention of Linux-native or open-source alternatives (such as PostgreSQL or MySQL). All command-line examples use Azure CLI, which, while cross-platform, is tightly coupled with Azure's ecosystem. There are no examples or guidance for Linux-native database management, nor are there references to Linux tools or shell commands for database setup or connectivity.
Recommendations
  • Include examples or guidance for using open-source, Linux-native databases (such as PostgreSQL or MySQL) as external Ambari databases, if supported.
  • Provide Linux shell (bash) command examples for database setup, user creation, and permission granting, alongside or instead of SQL Server-specific commands.
  • Clarify whether only Azure SQL Database is supported, or if other database engines can be used, and document their setup if possible.
  • Add references to Linux-native tools (e.g., psql, mysql CLI) for database management tasks.
  • Ensure parity in instructions and examples for both Windows and Linux users, especially for database provisioning and connectivity.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
2026-01-11 00:00 #240 completed Clean Clean
2026-01-10 00:00 #237 completed Clean Clean
2026-01-09 00:34 #234 completed Clean Clean
2026-01-08 00:53 #231 completed Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

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