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 page demonstrates a Windows bias by prominently featuring Microsoft-specific tools (.NET SDK and PowerShell) alongside curl. PowerShell, a Windows-centric tool, is given equal footing with curl, but there are no Linux shell or scripting examples (e.g., Bash). The .NET SDK is also Windows-oriented. Linux-native tools and workflows are missing or not mentioned, and the ordering of resources places Windows tools first.
Recommendations
- Add examples using Bash scripts and Linux command-line tools (e.g., wget, native Hadoop CLI).
- Include instructions for submitting jobs from Linux environments, not just Windows/PowerShell.
- Reorder examples so that cross-platform tools (like curl) are listed first, followed by platform-specific tools.
- Explicitly mention Linux compatibility and provide parity in examples for both Windows and Linux users.
- Consider adding Python SDK examples, which are widely used on Linux.
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 |
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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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