Document Details
Apache Hadoop Dotnet Csharp Mapreduce Streaming
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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
⚠️
windows_tools
⚠️
missing_linux_example
Summary:
The documentation demonstrates a Windows bias by prioritizing Windows-centric tools and workflows, such as Visual Studio and PowerShell, and by omitting Linux-native alternatives for key steps like building and uploading executables. While there is an SSH section for running jobs, the prerequisites and upload instructions assume a Windows development environment and do not provide equivalent guidance for Linux users.
Recommendations:
- Add instructions for building the C# mapper and reducer using the 'dotnet' CLI or Mono's 'mcs' compiler on Linux.
- Provide examples of uploading files to HDInsight storage using cross-platform tools like Azure CLI, AzCopy, or Hadoop's hdfs dfs command.
- Include Linux-native editor/IDE options (e.g., VS Code, JetBrains Rider, or command-line editors) alongside Visual Studio.
- Present PowerShell and Bash (or Azure CLI) job submission and result retrieval examples side-by-side, rather than only after the Windows/PowerShell workflow.
- Reorder sections or provide parallel tracks so that Linux and Windows users can easily follow platform-appropriate instructions.
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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 |