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_tools
windows_first
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by focusing on Azure PowerShell as the primary method for running Sqoop jobs, with explicit mention of Windows as the client OS for PowerShell and .NET SDK examples. Linux and macOS are only referenced in the context of SSH, and no direct Linux command-line or shell examples are provided. The setup instructions and walkthroughs prioritize Windows-centric tools and workflows, and Linux limitations are listed without offering alternative solutions or parity.
Recommendations
  • Provide equivalent Linux shell (bash) and macOS command-line examples for running Sqoop jobs, not just SSH access.
  • Include walkthroughs for Sqoop job submission using Linux-native tools (e.g., shell scripts, CLI) alongside PowerShell.
  • Reorder examples so that Linux and cross-platform methods are presented before or alongside Windows-specific tools.
  • Expand documentation to cover Linux-specific workflows for setup, job management, and troubleshooting.
  • Address Linux limitations by suggesting workarounds or alternative approaches where possible.
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 Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets