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

Bias Types:
⚠️ windows_tools
⚠️ missing_linux_example
⚠️ windows_first
Summary:
The documentation page demonstrates a bias towards Windows by highlighting SQL Server Integration Services (SSIS) and the Azure Feature Pack—both Windows-centric tools—for running Pig jobs, without mentioning Linux-native alternatives or command-line methods. There are no explicit Linux or cross-platform examples for running Pig jobs, and the only integration example provided is Windows-specific. Additionally, the documentation references Windows tools before any cross-platform or Linux-native options.
Recommendations:
  • Add examples for running Pig jobs using SSH and the Linux command line (e.g., using PuTTY or native SSH clients) to ensure Linux parity.
  • Include instructions for submitting Pig jobs via the Azure portal, Azure CLI, or REST API, which are cross-platform.
  • Mention and provide walkthroughs for using Linux-native tools and scripting environments (e.g., Bash) alongside Windows tools.
  • Balance the documentation by listing cross-platform or Linux methods before or alongside Windows-specific integrations like SSIS.
  • Explicitly state that HDInsight clusters are typically Linux-based and provide guidance for both Windows and Linux users.
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Scan History

Date Scan ID Status Bias Status
2025-08-17 00:01 #83 in_progress ✅ Clean
2025-07-13 21:37 #48 completed ❌ Biased
2025-07-12 23:44 #41 in_progress ❌ Biased
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased

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