Document Details
Python Udf Hdinsight
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
powershell_heavy
windows_tools
windows_first
missing_linux_example
Summary
The documentation provides both shell (Linux/macOS) and PowerShell (Windows) examples for uploading files and running Hive/Pig jobs. However, PowerShell is heavily featured, with extensive scripts and troubleshooting focused on Windows tooling. PowerShell examples are more detailed and cover remote job submission, while Linux/macOS examples are limited to basic shell commands. Troubleshooting for line endings is Windows-centric, and there is no mention of macOS-specific issues or tools. PowerShell is presented as the primary remote automation method, with Linux alternatives (e.g., Azure CLI, Bash scripting) missing or underrepresented.
Recommendations
- Add equivalent Azure CLI examples for all PowerShell scripts, enabling Linux/macOS users to automate tasks without PowerShell.
- Include troubleshooting steps for common Linux/macOS issues (e.g., file permissions, SSH key problems), not just Windows line endings.
- Present shell (Linux/macOS) and PowerShell examples side-by-side, rather than giving PowerShell more space and detail.
- Mention and link to cross-platform tools (Azure CLI, REST API) in the prerequisites and throughout the guide.
- Clarify that PowerShell is optional and provide guidance for users on non-Windows platforms.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-01-14 00:00 | #250 | in_progress |
Biased
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| 2026-01-13 00:00 | #246 | completed |
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| 2026-01-11 00:00 | #240 | completed |
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| 2026-01-10 00:00 | #237 | completed |
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| 2026-01-09 00:34 | #234 | completed |
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| 2026-01-08 00:53 | #231 | completed |
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| 2026-01-06 18:15 | #225 | cancelled |
 Clean
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| 2025-08-17 00:01 | #83 | cancelled |
Clean
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| 2025-07-13 21:37 | #48 | completed |
Clean
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| 2025-07-12 23:44 | #41 | cancelled |
Biased
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