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, referencing Windows-specific tools (.NET SDK, PowerShell) before Linux alternatives, and lacking explicit Linux command-line examples. The walkthroughs and instructions prioritize Windows-centric approaches, with Linux methods mentioned but not detailed or exemplified in the main content.
Recommendations
  • Provide explicit Linux command-line examples for running Sqoop jobs via SSH, including sample bash commands.
  • Reorder the client operating system table to list Linux/Unix/macOS methods first, reflecting the native environment for Hadoop/Sqoop.
  • Include walkthroughs or links for Linux and macOS users in the main flow, not just as alternatives.
  • Balance the coverage of PowerShell and .NET SDK with equivalent Linux tools (e.g., bash scripts, SSH usage).
  • Clarify limitations and workarounds for Linux users, especially regarding bulk export and batching, with practical examples.
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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 Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets