Document Details
Tutorial Transform Data Spark Powershell
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
missing_linux_example
windows_first
Summary
The documentation exclusively uses Azure PowerShell for all deployment, management, and monitoring steps, with no mention of cross-platform alternatives such as Azure CLI, Bash, or REST API. All command-line examples are PowerShell scripts, and instructions assume the use of PowerShell, which is most commonly used on Windows. There are no Linux/macOS-specific instructions or parity examples, and the prerequisite section only references Azure PowerShell installation.
Recommendations
- Provide equivalent Azure CLI commands for all PowerShell examples, as Azure CLI is cross-platform and widely used on Linux/macOS.
- Add a note clarifying that Azure PowerShell can be installed and used on Linux/macOS, or link to installation instructions for those platforms.
- Include Bash script examples or REST API alternatives where appropriate.
- Reorder examples or provide tabs for PowerShell and CLI/Bash to avoid Windows-first presentation.
- Explicitly mention cross-platform compatibility and provide troubleshooting tips for non-Windows environments.
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 |
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| 2026-01-10 00:00 | #237 | completed |
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| 2026-01-09 00:34 | #234 | completed |
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| 2026-01-08 00:53 | #231 | completed |
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| 2026-01-06 18:15 | #225 | cancelled |
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| 2025-09-08 00:00 | #105 | completed |
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| 2025-08-17 00:01 | #83 | cancelled |
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| 2025-07-13 21:37 | #48 | completed |
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| 2025-07-09 13:09 | #3 | cancelled |
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| 2025-07-08 04:23 | #2 | cancelled |
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