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
Summary:
The documentation page lists several development tools for Apache Spark on HDInsight, including IntelliJ, Eclipse, VS Code, and Visual Studio. While IntelliJ, Eclipse, and VS Code are cross-platform, Visual Studio is a Windows-only tool and is included alongside the others without clarification. Additionally, the order in which tools are presented (with Visual Studio last) may subtly prioritize Windows development environments. However, there are no explicit PowerShell-heavy examples, and Linux-specific troubleshooting resources are present, especially in the 'HDInsight troubleshooting resources' section.
Recommendations:
  • Clearly indicate platform compatibility for each tool (e.g., specify that Visual Studio is Windows-only, while IntelliJ, Eclipse, and VS Code are cross-platform).
  • When listing tools, avoid grouping Windows-only tools with cross-platform tools without clarification.
  • Consider providing equivalent Linux-native tools or workflows if available, or explicitly state when a tool is only available on Windows.
  • Ensure that any code snippets or step-by-step guides referenced in the linked articles include both Windows and Linux command-line examples where applicable.
  • Continue to highlight Linux-specific troubleshooting resources and ensure parity in depth and visibility with Windows resources.
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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