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
missing_linux_example
Summary
The documentation is generally cross-platform, as HDInsight Spark clusters are Linux-based and IntelliJ IDEA is available on both Windows and Linux. However, there is a notable Windows bias in the Spark Local Console section, where the prerequisite for WINUTILS.EXE is mentioned without any Linux equivalent or guidance for Linux users. No Linux-specific instructions or troubleshooting are provided, and the documentation does not clarify that WINUTILS.EXE is only required on Windows. This omission may confuse Linux users and suggests an implicit Windows-first assumption for local development.
Recommendations
  • Clearly state that WINUTILS.EXE is only required on Windows, and that Linux/macOS users do not need this prerequisite.
  • Add a section or note for Linux/macOS users explaining any differences or confirming that no extra steps are needed for local Spark console usage.
  • Where platform-specific configuration is required (e.g., environment variables like HADOOP_HOME), provide examples for both Windows and Linux/macOS (e.g., using export in bash for Linux).
  • Review the documentation for other subtle Windows assumptions (such as file paths or keyboard shortcuts) and provide Linux/macOS equivalents where relevant.
  • Consider adding a troubleshooting section for common platform-specific issues encountered on Linux/macOS.
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 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 Clean Clean
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 Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased