Document Details
Apache Kafka Auto Create Topics
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
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by referencing PowerShell and Resource Manager templates for cluster creation, without mentioning or providing equivalent Linux command-line examples (e.g., Bash, CLI). Windows tools and patterns (PowerShell, Azure portal) are mentioned first and exclusively, while Linux-native approaches are absent.
Recommendations
- Add examples for enabling auto topic creation using Linux command-line tools, such as Bash scripts or Azure CLI.
- Mention Linux-based cluster creation workflows alongside PowerShell and Resource Manager templates.
- Provide parity in instructions for both Windows and Linux users, ensuring that steps are not limited to Windows-specific tools.
- Include references to Linux-friendly management interfaces or automation methods, such as using curl for Ambari REST API or scripting with Bash.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-01-14 00:00 | #250 | in_progress |
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| 2026-01-13 00:00 | #246 | completed |
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| 2026-01-11 00:00 | #240 | completed |
Biased
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| 2026-01-10 00:00 | #237 | completed |
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| 2026-01-09 00:34 | #234 | completed |
Clean
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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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| 2025-09-06 00:00 | #103 | completed |
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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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