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
windows_tools
windows_first
missing_linux_example
Summary
The documentation exhibits a Windows bias by referencing Windows Server VMs as the platform for the ID Broker node, mentioning domain-joining to Microsoft Entra Domain Services (a Windows-centric pattern), and omitting explicit Linux-focused setup or troubleshooting steps. No Linux-specific tools, commands, or patterns are provided, and the only command-line example is a generic curl command. There is no mention of Linux administration or parity in cluster node OS choices, and the documentation assumes a Windows-based Active Directory environment.
Recommendations
  • Explicitly state whether the HDInsight ID Broker node can run on Linux-based VMs, or clarify if Windows Server is a hard requirement.
  • Provide Linux-specific examples for SSH, kinit, and administrative tasks, including troubleshooting steps for common Linux environments.
  • Mention Linux equivalents or alternatives for domain-joining and authentication infrastructure, if available.
  • Include references to Linux-based tools (such as command-line utilities, editors, or configuration files) where appropriate.
  • Clarify whether the described authentication flows and requirements differ for clusters running on Linux nodes versus Windows nodes.
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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 Clean Clean
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
2025-09-06 00:00 #103 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets