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 shows mild Windows bias by mentioning PowerShell scripting and Azure Automation as primary examples for cluster lifecycle management, without providing equivalent Linux/macOS alternatives (such as Bash scripting or cron). Windows-centric tools and terminology (PowerShell, Azure Automation) are referenced before any Linux-native options, and no Linux/macOS-specific examples or guidance are given for automation or scripting tasks.
Recommendations
- Add examples for automating cluster provisioning and deletion using Bash scripts and Azure CLI, suitable for Linux/macOS users.
- Mention Linux/macOS scheduling tools (e.g., cron) alongside Azure Automation for script scheduling.
- Provide parity in scripting guidance by including both PowerShell and Bash/CLI examples where automation is discussed.
- Explicitly state that HDInsight clusters run on Linux VMs, and clarify that management can be performed from any OS using Azure CLI or portal.
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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 |
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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 |
Biased
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| 2025-07-12 23:44 | #41 | cancelled |
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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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