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 page demonstrates a notable Windows bias by exclusively referencing Microsoft Entra Domain Services, Active Directory, and related Windows-centric tools and patterns for cluster security and management. There are no examples or guidance for Linux-native identity providers (such as LDAP, Kerberos, or FreeIPA), nor are Linux command-line tools or patterns mentioned. All configuration steps and terminology are Windows/AD-centric, making it difficult for organizations using Linux-based identity solutions to follow or adapt the guidance.
Recommendations
  • Include examples and guidance for integrating HDInsight clusters with Linux-native identity providers (e.g., OpenLDAP, FreeIPA, MIT Kerberos).
  • Provide alternative steps for cluster security setup using non-Windows authentication and authorization systems.
  • Mention and link to documentation for Linux-based tools and patterns where applicable.
  • Clearly state any limitations or requirements regarding supported identity providers and platforms.
  • Add parity in examples, showing both Windows/AD and Linux/LDAP/Kerberos scenarios for cluster configuration and security.
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