Document Details
Hdinsight Capacity Planning
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 page demonstrates some Windows bias, notably by mentioning PowerShell scripting and Azure Automation as the primary example for cluster lifecycle management. Windows-centric tools and patterns (PowerShell, Azure Automation) are referenced without equivalent Linux alternatives. The order of presentation also places Windows tools before any mention of Linux-native approaches, and there are no Bash or Linux CLI examples provided for cluster provisioning or management.
Recommendations
- Include Bash or Azure CLI examples for cluster provisioning and deletion alongside PowerShell scripts.
- Mention Linux-native scheduling options (such as cron jobs) for automating cluster lifecycle tasks.
- Ensure that references to scripting and automation tools are presented in a cross-platform manner, listing both Windows and Linux options.
- Add explicit examples or links for Linux users to achieve the same tasks described for Windows/PowerShell.
- Review screenshots and UI instructions to ensure they do not assume a Windows environment unless necessary.
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 |
Biased
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| 2025-07-12 23:44 | #41 | cancelled |
Biased
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| 2025-07-09 13:09 | #3 | cancelled |
Clean
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| 2025-07-08 04:23 | #2 | cancelled |
Biased
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