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_first
⚠️ powershell_heavy
⚠️ missing_linux_example
Summary:
The documentation is heavily oriented toward Windows development environments, specifically Visual Studio and .NET, with all code samples in C#. Instructions reference Windows-centric tools (Visual Studio, NuGet Package Manager Console) and workflows. There are no examples or guidance for Linux or cross-platform development environments, nor are alternative tools or command-line approaches mentioned. The only mention of Linux is in the limitations section, which focuses on feature gaps rather than usage guidance.
Recommendations:
  • Provide equivalent instructions and code samples for Linux and macOS users, such as using .NET Core/SDK and VS Code or JetBrains Rider as alternatives to Visual Studio.
  • Include command-line examples for running Sqoop jobs using Bash or cross-platform .NET CLI, not just through Visual Studio and C#.
  • Mention and demonstrate how to install the required SDKs and dependencies on Linux (e.g., using apt, yum, or dotnet CLI).
  • Clarify which steps are platform-specific and offer alternatives for non-Windows users.
  • Consider including Python or Java examples, which are more common in cross-platform and Linux-based big data environments.
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Scan History

Date Scan ID Status Bias Status
2025-09-16 00:00 #113 completed ✅ Clean
2025-09-15 00:00 #112 completed ✅ Clean
2025-09-14 00:00 #111 completed ✅ Clean
2025-09-13 00:00 #110 completed ✅ Clean
2025-09-12 00:00 #109 completed ✅ Clean
2025-09-11 00:00 #108 completed ✅ Clean
2025-09-10 00:00 #107 completed ✅ Clean
2025-09-09 00:00 #106 completed ✅ Clean
2025-09-08 00:00 #105 completed ✅ Clean
2025-09-07 00:00 #104 completed ✅ Clean
2025-09-06 00:00 #103 completed ✅ Clean
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

Flagged Code Snippets