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
Summary
The documentation provides both shell (Linux/macOS) and PowerShell (Windows) examples for uploading files and running jobs, but PowerShell examples are more detailed, frequent, and sometimes presented first. Troubleshooting sections and some workflow recommendations focus on Windows-specific issues (e.g., CRLF line endings, PowerShell scripts for line ending conversion). There is a notable emphasis on PowerShell tooling and workflows, with Linux/macOS alternatives present but less elaborated.
Recommendations
- Ensure Linux/macOS shell examples are as detailed and complete as PowerShell examples, including troubleshooting steps.
- Present shell (Linux/macOS) and PowerShell examples side-by-side, or alternate which is shown first, to avoid implicit prioritization.
- Add troubleshooting steps for common Linux/macOS issues (e.g., permissions, file transfer errors) alongside Windows-specific ones.
- Clarify which steps are platform-agnostic and which are platform-specific, and provide parity in guidance for both.
- Where PowerShell is used for tasks like file upload or job submission, provide equivalent Bash scripts or CLI commands.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-01-12 00:00 | #99 | completed |
Biased
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| 2026-01-11 06:20 | #98 | completed |
Biased
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| 2026-01-10 00:00 | #92 | completed |
Biased
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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
|