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 lists three main methods for submitting Hadoop jobs: .NET SDK, curl, and PowerShell. The inclusion of .NET SDK and PowerShell as primary options reflects a Windows-centric approach, as both are traditionally Windows-first technologies. PowerShell examples are provided as a distinct section, but there is no mention of Linux/macOS equivalents (e.g., Bash scripts, CLI tools). The ordering (.NET SDK, curl, PowerShell) also places Windows technologies before more cross-platform options like curl.
Recommendations
- Add explicit Bash or shell script examples for Linux/macOS users.
- Include Azure CLI instructions, which are cross-platform.
- Clarify which methods are cross-platform and which are Windows-specific.
- Reorder examples to highlight cross-platform tools (e.g., curl, CLI) before Windows-specific ones.
- Mention alternatives to PowerShell for non-Windows environments.
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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