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
powershell_heavy
windows_first
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a Windows bias by providing detailed PowerShell instructions for rebooting HDInsight cluster VMs, referencing Windows-centric tools first, and omitting equivalent Linux command-line examples (such as Azure CLI or Bash). The REST API section is platform-neutral, but the only concrete command-line walkthrough is for PowerShell, which is primarily used on Windows. There is no mention of Linux tools or patterns, nor are Linux-specific instructions or examples provided.
Recommendations
  • Add Azure CLI examples for listing and rebooting HDInsight cluster nodes, as Azure CLI is cross-platform and widely used on Linux.
  • Include Bash script examples for interacting with the REST API (e.g., using curl or wget) to reboot nodes.
  • Explicitly mention that PowerShell Core can be used on Linux and macOS, if relevant, and provide installation guidance.
  • Reorder sections or provide parallel examples so that Linux-compatible methods (Azure CLI, Bash) appear alongside or before Windows/PowerShell methods.
  • Reference Linux troubleshooting tools and patterns (e.g., SSH, systemctl, journalctl) where appropriate.
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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets