Bias Analysis
Detected Bias Types
windows_first
powershell_heavy
windows_tools
missing_linux_example
Summary
The documentation page demonstrates a clear Windows bias. All initial examples, file paths, and editor instructions use Windows conventions (e.g., Notepad, cmd, C:\ paths, DEL commands). The test environment is explicitly Windows 10, and PowerShell is given a dedicated, detailed section for uploading and running jobs, while Linux equivalents (such as Bash scripts or Linux editors) are not provided. There is no guidance for Linux users on how to adapt commands, file operations, or editor usage, and Linux tools are only mentioned in passing (e.g., SSH client).
Recommendations
- Provide parallel Linux examples for all file operations, using Bash commands (e.g., mkdir, rm, nano/vim for editing files).
- Include Linux file paths and conventions alongside Windows ones (e.g., ~/HDI/hbaseapp).
- Offer instructions for running Maven and SCP commands in Linux environments, including terminal usage.
- Add a section for uploading and running jobs using Bash scripts or Azure CLI, to match the detail given to PowerShell.
- Mention cross-platform editors (e.g., VS Code, nano, vim) instead of only Notepad.
- Clearly indicate which commands are OS-specific and provide adaptation notes for users on Linux/macOS.
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