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 usage examples or alternatives. Examples for connecting to clusters and managing them are given for Windows-oriented IDEs (VS Code, IntelliJ, Eclipse) but do not mention Linux-specific tools or workflows. PowerShell is referenced as an external tool for job execution, but there are no Bash or Linux shell examples. The documentation does not provide parity for Linux users in terms of tooling, connection methods, or management workflows.
Recommendations
- Add explicit Linux examples for cluster management, such as using Bash scripts, SSH, or Linux-native tools.
- Include instructions for connecting to clusters from Linux environments, e.g., using Beeline, curl, or other CLI tools.
- Mention Linux equivalents for Windows tools (e.g., alternatives to Power BI, Visual Studio Tools) and provide parity in documentation.
- Clarify which steps and tools are cross-platform and which are Windows-specific, and provide alternatives where possible.
- Reference Linux authentication and identity management patterns where relevant, such as integration with LDAP or Kerberos from Linux hosts.
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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