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_first
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by focusing exclusively on Active Directory-based authentication (Microsoft Entra Domain Services), which is a Windows-centric technology, and by mentioning PowerShell as a client tool for cluster access without listing Linux-native alternatives (e.g., SSH, curl, or Linux command-line tools). There are no examples or references to Linux authentication mechanisms (such as LDAP or Kerberos integration outside of AD), nor are Linux-specific tools or patterns discussed for cluster management or access.
Recommendations
  • Include examples and references to Linux-native authentication mechanisms, such as integration with standard LDAP or MIT Kerberos, where supported.
  • List Linux command-line tools (e.g., SSH, curl, wget, Hadoop CLI) alongside PowerShell when describing ways to interact with clusters.
  • Provide explicit Linux usage examples for cluster access, management, and auditing (e.g., how to view audit logs using Linux tools).
  • Clarify whether features like ESP and RBAC are compatible with non-Windows environments and document any Linux-specific setup steps.
  • Add guidance for Linux administrators on configuring and managing HDInsight security, including references to open-source tools commonly used in Linux environments.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased