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
Summary
The documentation page demonstrates Windows bias by providing detailed PowerShell examples for rebooting HDInsight cluster VMs, with no equivalent Linux CLI (e.g., Bash, Azure CLI) examples. The PowerShell method is presented first, and there is no mention of Linux-native tools or commands for managing VM reboots. The REST API section is platform-neutral, but the lack of Linux-specific guidance or parity in examples makes the documentation less accessible to Linux users.
Recommendations
  • Add equivalent examples using Azure CLI (az hdinsight ...) for listing and restarting nodes, which are cross-platform and commonly used on Linux.
  • Include Bash script snippets demonstrating how to interact with the REST API using curl or similar tools.
  • Explicitly mention that PowerShell examples are primarily for Windows users, and provide guidance for Linux users.
  • Reorder sections or provide parallel examples so that Windows and Linux approaches are presented with equal prominence.
  • Reference Linux tools or patterns (e.g., SSH, systemctl, etc.) where relevant for troubleshooting or rebooting nodes.
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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