Document Details
Apache Domain Joined Manage
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
windows_tools
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by prioritizing Windows-centric tools (Visual Studio Code, Visual Studio Tools, Power BI, Excel), referencing Windows authentication patterns (Active Directory, AAD-DS), and omitting explicit Linux or cross-platform command-line examples (e.g., no Linux shell, SSH, or non-Windows editor instructions). Linux equivalents and usage patterns are not described or are only implied, and Windows tools are mentioned before any Linux alternatives.
Recommendations
- Add explicit instructions and examples for accessing and managing clusters from Linux environments, including using Linux-native editors (e.g., Vim, Emacs) and command-line tools.
- Provide examples for connecting to clusters using Linux shell commands (e.g., SSH, Beeline from Linux terminal) and clarify any platform-specific prerequisites.
- Mention cross-platform alternatives to Windows-only tools (e.g., alternatives to Visual Studio Tools, Power BI) and ensure parity in documentation for both Windows and Linux users.
- Clarify which steps and tools are platform-agnostic and which are Windows-specific, and provide guidance for macOS users where relevant.
- Include screenshots or walkthroughs from Linux environments (e.g., Ambari UI accessed from Firefox on Ubuntu) to demonstrate parity.
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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| 2025-09-16 00:00 | #113 | completed |
Clean
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| 2025-09-15 00:00 | #112 | completed |
Clean
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| 2025-09-14 00:00 | #111 | completed |
Clean
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| 2025-09-13 00:00 | #110 | completed |
Clean
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| 2025-09-12 00:00 | #109 | completed |
Clean
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| 2025-09-11 00:00 | #108 | completed |
Clean
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| 2025-09-10 00:00 | #107 | completed |
Clean
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| 2025-09-09 00:00 | #106 | completed |
Clean
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| 2025-09-08 00:00 | #105 | completed |
Clean
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| 2025-09-07 00:00 | #104 | completed |
Clean
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| 2025-09-06 00:00 | #103 | completed |
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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