Document Details
Hdinsight Scaling 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_first
powershell_heavy
windows_tools
Summary
The documentation page exhibits a moderate Windows bias. In the list of utilities for scaling clusters, PowerShell is listed first, and its example syntax is provided before Azure CLI (which is cross-platform). The use of PowerShell and references to Windows-centric tools (such as PowerShell Az and deprecated AzureRM) are prominent. While Linux/SSH examples are present for cluster management tasks, the initial emphasis on Windows tools and ordering suggests a Windows-first approach.
Recommendations
- List cross-platform tools (Azure CLI) before Windows-specific tools (PowerShell) in tables and examples.
- Provide explicit Linux/macOS usage notes or examples where appropriate, especially for command-line utilities.
- Clarify that Azure CLI is available on Windows, Linux, and macOS, and encourage its use for parity.
- Reduce emphasis on deprecated Windows tools (e.g., AzureRM, Classic CLI) and focus on modern, cross-platform alternatives.
- Where PowerShell examples are given, provide equivalent Bash or shell commands for Linux/macOS users.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-01-14 00:00 | #250 | in_progress |
 Clean
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| 2026-01-13 00:00 | #246 | completed |
Biased
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| 2026-01-11 00:00 | #240 | completed |
Clean
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| 2026-01-10 00:00 | #237 | completed |
Biased
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| 2026-01-09 00:34 | #234 | completed |
Clean
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| 2026-01-08 00:53 | #231 | completed |
Clean
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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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