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 a mild Windows bias. It references PowerShell scripts and Azure Automation (which is closely associated with Windows/PowerShell) as the only example for automating cluster provisioning and deletion, without mentioning Linux-native alternatives. The order of mention and examples provided (e.g., PowerShell before any Linux scripting) further reinforce a Windows-first perspective. There are no explicit Linux shell or cross-platform CLI examples, and no mention of Bash scripting or Linux automation tools.
Recommendations
- Provide equivalent Bash or Azure CLI script examples for cluster provisioning and deletion alongside PowerShell examples.
- Mention cross-platform automation options, such as using Bash scripts with cron jobs or Azure CLI, not just Azure Automation and PowerShell.
- When referencing scripting or automation, present both Windows (PowerShell) and Linux (Bash, CLI) options in parallel, or explicitly state that all operations can be performed from Linux environments.
- Include links to documentation on using Azure CLI and Bash for HDInsight management.
- Review other sections for implicit assumptions of Windows usage and ensure Linux parity in instructions and tooling references.
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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