Document Details
Apache Hadoop Develop Deploy Java Mapreduce Linux
❌
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
⚠️
missing_linux_example
⚠️
windows_tools
Summary:
The documentation demonstrates a Windows bias by presenting all local development environment setup steps using Windows-specific commands (cmd, Notepad, DEL, MKDIR) and explicitly stating that the environment is Windows 10. There are no equivalent Linux (bash, nano/vim, rm, mkdir) instructions or examples, and Windows tools are referenced exclusively for editing and file management. While the Hadoop cluster interaction uses SSH and bash commands (which are cross-platform), the initial project creation and editing workflow is only documented for Windows users.
Recommendations:
- Provide parallel Linux/macOS instructions for all environment setup steps, including directory creation, file deletion, and file editing (e.g., use 'mkdir', 'rm', 'nano' or 'vim').
- Present both Windows and Linux/macOS command examples side by side or in tabs, so users on any platform can follow along easily.
- Avoid referencing Windows tools (like Notepad) exclusively; mention cross-platform editors or provide alternatives (e.g., VS Code, nano, vim).
- Clarify that the instructions are applicable to all platforms, and explicitly state any platform-specific differences.
- Consider using platform-agnostic language and commands wherever possible, especially for Java/Maven-based workflows.
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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 |
Flagged Code Snippets
notepad pom.xml
notepad src\main\java\org\apache\hadoop\examples\WordCount.java