Document Details
Submit Apache Hadoop Jobs Programmatically
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
Summary
The documentation lists Windows-centric tools (.NET SDK and PowerShell) before cross-platform or Linux-native options (curl). PowerShell is given equal prominence to curl, despite being primarily a Windows tool. There are no explicit Linux shell or Bash examples, and the structure implicitly prioritizes Windows workflows.
Recommendations
- Add explicit Bash or Linux shell examples and resources alongside or before PowerShell.
- Reorder the tools to list cross-platform options (curl, Bash) before Windows-specific tools (PowerShell, .NET SDK).
- Clarify which tools are cross-platform and which are Windows-specific to guide users appropriately.
- Consider including Python SDK or CLI examples, which are popular in Linux environments.
- Ensure parity in depth and detail between Windows and Linux instructions throughout the documentation.
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 |
Biased
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| 2026-01-11 00:00 | #240 | completed |
Biased
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| 2026-01-10 00:00 | #237 | completed |
Biased
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| 2026-01-09 00:34 | #234 | completed |
Biased
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| 2026-01-08 00:53 | #231 | completed |
Biased
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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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