Document Details
Apache Hadoop Dotnet Csharp Mapreduce Streaming
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
Detected Bias Types
windows_first
powershell_heavy
windows_tools
missing_linux_example
Summary
The documentation demonstrates a notable Windows bias by prioritizing Visual Studio (Windows-centric) for building C# applications, referencing Data Lake Tools for Visual Studio for uploading files, and providing a dedicated PowerShell section for job submission. Linux/macOS alternatives for building, uploading, and running jobs are not described, and Windows tools are mentioned before any Linux equivalents. While SSH and bash commands are included for running jobs, the overall workflow assumes a Windows development environment.
Recommendations
- Add instructions for building C# applications on Linux/macOS using Mono and the dotnet CLI.
- Provide examples for uploading files to HDInsight storage using cross-platform tools such as Azure CLI, azcopy, or Hadoop fs commands.
- Include a section for submitting MapReduce jobs using Azure CLI or REST API, which are platform-agnostic.
- Mention alternative IDEs (e.g., VS Code) and workflows for non-Windows users.
- Reorder examples so that platform-neutral or Linux/macOS options are presented alongside or before Windows-specific tools.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-01-12 00:00 | #99 | completed |
Biased
|
| 2026-01-11 06:20 | #98 | completed |
Biased
|
| 2026-01-10 00:00 | #92 | completed |
 Clean
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| 2026-01-06 22:28 | #78 | completed |
Clean
|
| 2025-12-15 00:00 | #7 | completed |
Clean
|
| 2025-12-14 05:05 | #6 | completed |
Clean
|