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
⚠️ windows_tools
Summary:
The documentation is heavily oriented toward Windows development environments. It assumes the use of Visual Studio, C#, and the .NET SDK, with instructions for using the NuGet Package Manager Console (a PowerShell-based tool). There are no examples or guidance for Linux or cross-platform development environments, nor are alternative tools or workflows (such as using the Azure CLI, Python SDK, or command-line Sqoop invocations) mentioned. The only nod to Linux is in the limitations section, which describes what doesn't work on Linux-based HDInsight clusters, rather than how to work with them.
Recommendations:
  • Provide equivalent instructions for setting up and running Sqoop jobs using cross-platform tools, such as the Azure CLI, Python SDK, or direct REST API calls.
  • Include examples for running Sqoop jobs from Linux or macOS environments, not just from Visual Studio and .NET.
  • Offer guidance for using open-source editors (e.g., VS Code) and terminal-based workflows.
  • Mention and demonstrate how to install necessary SDKs and dependencies on Linux.
  • Reorder or parallelize instructions so that Linux and Windows approaches are given equal prominence.
  • Clarify which steps are Windows-specific and provide alternatives for other platforms.
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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

Install-Package Microsoft.Azure.Management.HDInsight.Job