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
windows_first
missing_linux_example
Summary
The documentation page demonstrates a moderate Windows bias. It highlights SQL Server Integration Services (SSIS) and the Azure Feature Pack for SSIS as a method for running Pig jobs, which are Windows-centric tools. There are no explicit Linux/macOS alternatives or walkthroughs for running Pig jobs from a Linux shell, nor are Linux-native tools (such as SSH, Bash, or command-line examples) provided. The only tool linked in the references section is PuTTY, a Windows SSH client, with no mention of Linux/macOS equivalents. The order of presentation also places Windows tools before any mention of generic or cross-platform methods.
Recommendations
  • Add explicit walkthroughs for running Pig jobs from Linux/macOS terminals, using SSH and Bash.
  • Include examples using Linux-native tools (e.g., OpenSSH, curl) and clarify that HDInsight clusters are Linux-based.
  • Provide links to documentation for Linux/macOS SSH clients and command-line usage.
  • Reorder sections so that cross-platform or generic methods are presented before Windows-specific tools.
  • Mention that SSIS is a Windows-only solution and suggest open-source or cross-platform alternatives for orchestration.
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