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:
⚠️ 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 ID Status Bias Status
2025-09-06 00:00 #103 completed ✅ Clean
2025-08-17 00:01 #83 in_progress ✅ Clean
2025-07-13 21:37 #48 completed ✅ Clean
2025-07-12 23:44 #41 in_progress ❌ Biased

Flagged Code Snippets