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
⚠️ windows_first
⚠️ powershell_heavy
Summary:
The documentation is generally Linux-focused, as expected for HDInsight on Linux, with Bash and Linux command-line examples (curl, jq, hdfs dfs). However, there are subtle Windows biases: Windows tools (PowerShell, Visual Studio) are mentioned as access methods for Azure Data Lake Storage, and in some lists, Windows-centric tools or SDKs (e.g., .NET, Visual Studio) are mentioned before Linux-native equivalents. PowerShell is listed as a primary method for accessing Data Lake Storage, and there is no explicit mention of Linux alternatives for some tasks (e.g., Data Lake Tools for Visual Studio).
Recommendations:
  • Where PowerShell or Visual Studio tools are mentioned, also explicitly list equivalent Linux-native tools or workflows (e.g., Bash scripts, Linux SDKs, cross-platform editors).
  • When listing SDKs or tools, avoid putting Windows-centric tools (PowerShell, Visual Studio, .NET) before Linux-native options unless there is a technical reason; consider alphabetical or platform-neutral ordering.
  • For every PowerShell example or reference, provide a Linux/Bash/CLI equivalent if possible.
  • Highlight cross-platform tools (e.g., Azure CLI, Python SDKs) as primary options, and clarify when a tool is Windows-only.
  • If a tool is only available on Windows (e.g., Data Lake Tools for Visual Studio), note this explicitly and suggest Linux alternatives where possible.
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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 ✅ Clean
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