Document Details
Cluster Management Best Practices
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_tools
windows_first
Summary
The documentation page lists Azure PowerShell as a primary method for creating HDInsight clusters, which is a Windows-centric tool, and places it before cURL and SDK examples. While Linux-based cluster creation is referenced, and Azure CLI is included (which is cross-platform), the explicit mention and placement of Azure PowerShell and lack of equivalent Linux shell scripting examples indicate a mild Windows bias.
Recommendations
- Add explicit Bash or shell script examples for cluster management tasks alongside PowerShell examples.
- Ensure that Linux-native tools (e.g., Bash, SSH, cURL) are mentioned with equal prominence and ordering as Windows tools.
- Clarify cross-platform compatibility for each tool (e.g., Azure CLI, PowerShell) and provide guidance for both Linux and Windows users.
- Include troubleshooting and customization examples using Linux-native tools where possible.
- Consider reordering examples so that cross-platform or Linux-native options are listed before Windows-specific tools.
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 |
Clean
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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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