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_first
missing_linux_example
windows_tools
Summary
The documentation is heavily biased towards Windows and PowerShell usage. All command-line instructions for creating and deploying Azure Data Factory resources are provided exclusively using Azure PowerShell, with no mention of Azure CLI, Bash, or cross-platform alternatives. The prerequisites and workflow assume the reader is using PowerShell, which is most commonly used on Windows. There are no Linux/macOS-specific instructions, nor are there references to tools or patterns familiar to Linux users.
Recommendations
- Provide equivalent Azure CLI commands for all PowerShell instructions, as Azure CLI is cross-platform and widely used on Linux/macOS.
- Add a section or notes on how to perform the same steps using Bash or in a Linux/macOS environment.
- Explicitly mention that Azure PowerShell is available on Linux/macOS, and link to installation instructions for those platforms.
- Where possible, use generic terminology (e.g., 'command-line interface') instead of assuming PowerShell.
- Include screenshots or terminal output from Linux/macOS environments to demonstrate parity.
- Add troubleshooting notes for common issues encountered on Linux/macOS (e.g., file path differences, authentication).
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 |
 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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