Document Details
Tutorial Transform Data Hive Virtual Network
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_first
missing_linux_example
windows_tools
Summary
The documentation is heavily biased towards Windows and PowerShell. All command-line examples use Azure PowerShell, with no mention of Azure CLI, Bash, or Linux shell equivalents. Instructions for editing the hosts file reference the Windows path only, and the self-hosted integration runtime registration is described for Windows VMs, with no guidance for Linux. There are no Linux-specific instructions or examples, and Windows tools and patterns are mentioned exclusively and first.
Recommendations
- Provide equivalent Azure CLI and Bash examples for all PowerShell commands, especially for resource creation and pipeline management.
- Include instructions for registering self-hosted integration runtime on Linux VMs, with download and installation steps for Linux.
- When referencing file paths (e.g., hosts file), include both Windows and Linux locations (e.g., /etc/hosts for Linux).
- Mention cross-platform editors and tools for creating JSON files, not just generic 'preferred editor'.
- Clarify that Azure Data Factory and HDInsight support both Windows and Linux environments, and provide parity in troubleshooting and configuration steps.
- Add screenshots or terminal outputs from Linux environments where appropriate.
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 |
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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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| 2025-09-08 00:00 | #105 | 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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| 2025-07-09 13:09 | #3 | cancelled |
Clean
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| 2025-07-08 04:23 | #2 | cancelled |
Biased
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