Document Details
Tutorial Run Python Batch Azure Data Factory
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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
Bias Types:
⚠️
windows_first
⚠️
missing_linux_example
⚠️
windows_tools
Summary:
The documentation exhibits a Windows bias by exclusively providing instructions and examples that assume a Windows environment. It specifies the use of Windows-based Batch node images (Dsvm Win 2019), uses Windows command-line syntax (cmd /c), and does not mention or provide alternatives for Linux-based Batch pools or Linux command-line usage. All tooling (Batch Explorer, Storage Explorer) is cross-platform, but the workflow and commands are tailored to Windows, with no guidance for Linux users.
Recommendations:
- Include instructions for creating a Batch pool with a Linux image (e.g., Ubuntu) and provide equivalent steps.
- Provide Linux shell command equivalents (e.g., use bash syntax instead of cmd /c) for installing Python packages and running scripts.
- Show how to specify a Linux start task (e.g., /bin/bash -c "pip install ...") and how to run the Python script in a Linux environment.
- Clarify that Batch Explorer and Storage Explorer are cross-platform, and note any differences in usage or UI on Linux.
- Add screenshots or notes for Linux users where UI or workflow may differ.
- Explicitly mention Linux as a supported platform in the prerequisites and throughout the tutorial.
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Scan History
| Date | Scan ID | Status | Bias Status |
|---|---|---|---|
| 2025-08-17 00:01 | #83 | in_progress | ✅ Clean |
| 2025-07-13 21:37 | #48 | completed | ✅ Clean |
| 2025-07-09 13:09 | #3 | cancelled | ✅ Clean |
| 2025-07-08 04:23 | #2 | cancelled | ❌ Biased |