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
missing_linux_example
Summary
The documentation page demonstrates Windows bias by exclusively using Windows-style executable names (e.g., MyMapper.exe, MyReducer.exe) in its JSON sample and file paths, without providing equivalent Linux examples (such as Python or shell scripts). There is no mention of Linux tools or script formats, and the only example given implies the use of Windows executables, which may not be typical for Hadoop Streaming jobs on Linux-based clusters.
Recommendations
  • Provide Linux-oriented examples alongside Windows ones, such as using Python (.py), shell (.sh), or other script files as mappers and reducers.
  • Clarify that Hadoop Streaming supports both Windows and Linux executables/scripts, and indicate any platform-specific considerations.
  • Update the JSON sample to show both Windows (.exe) and Linux (.py/.sh) file types for mapper, reducer, and combiner.
  • Add a note or section explaining how to prepare and upload Linux-compatible scripts for use in HDInsight Streaming activities.
  • Ensure that documentation does not imply Windows executables are required or preferred, and present Linux options equally.
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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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets