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 Windows bias primarily by highlighting SQL Server Integration Services (SSIS) and its Azure Feature Pack as a method to run Pig jobs, which are Windows-centric tools. There are no examples or walkthroughs for running Pig jobs from Linux environments, nor are Linux-native tools or command-line patterns (such as SSH, Bash, or Linux scripting) mentioned. The only external tool referenced for job submission is SSIS, and no Linux alternatives are provided or discussed.
Recommendations
  • Add examples for running Pig jobs from Linux environments, such as using SSH to connect to HDInsight and executing Pig scripts from the Bash shell.
  • Mention and provide walkthroughs for Linux-native tools (e.g., curl, scp, or the Azure CLI on Linux) for job submission and data upload.
  • Ensure that any Windows-specific integrations (such as SSIS) are balanced by equivalent Linux workflows, such as using Oozie, Bash scripts, or Python for orchestration.
  • Present cross-platform instructions in parallel, or clearly indicate which steps apply to Windows and which to Linux, to improve parity and accessibility for Linux users.
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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