Document Details
Apache Hadoop On Premises Migration Best Practices Infrastructure
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
missing_linux_example
Summary
The documentation page exhibits Windows bias primarily through the use of PowerShell examples for cluster configuration, referencing Windows-centric Azure tools (AZ module), and providing configuration instructions that assume a Windows environment. There is a lack of equivalent Linux CLI or Bash examples for key operations, and Windows tooling is mentioned before or instead of Linux alternatives. While some sections mention Linux (e.g., edge nodes are Linux VMs), actionable examples and guidance are disproportionately focused on Windows/PowerShell.
Recommendations
- Provide equivalent examples using Azure CLI (az), Bash scripts, or REST API for cluster configuration and management, especially for customizing configs and bootstrap operations.
- Explicitly mention Linux tooling and workflows alongside Windows/PowerShell, ensuring parity in documentation for both platforms.
- Reorder sections or examples so that Linux/Bash approaches are presented before or alongside Windows/PowerShell methods.
- Add links to Linux-specific documentation or guides where available.
- Clarify which steps or tools are platform-agnostic and which are platform-specific, helping users choose the best approach for their environment.
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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 |
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 |
Biased
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