Document Details
Transform Data Using Custom Activity
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
windows_first
missing_linux_example
Summary
The documentation page exhibits a notable Windows bias. PowerShell commands are used exclusively for Azure Batch account and pool creation, as well as for pipeline execution and monitoring. Windows-specific tools and patterns (e.g., .exe applications, cmd commands) are referenced throughout, with no equivalent Bash, Linux shell, or cross-platform examples. The documentation assumes the use of Windows executables and command syntax, and does not provide guidance for Linux/macOS users on running shell scripts or using non-Windows tooling.
Recommendations
- Provide equivalent Bash or Azure CLI examples for all PowerShell commands, especially for creating Batch accounts/pools and running pipelines.
- Include examples of custom activities that execute Linux shell scripts (e.g., .sh files) or commands (e.g., bash -c 'echo hello world') in addition to Windows .exe and cmd examples.
- Clarify that Azure Batch pools can use Linux VM images, and provide sample configurations and commands for Linux-based pools.
- Explicitly mention cross-platform considerations for custom applications, including how to deploy and run Python, Java, or shell scripts.
- Reorder examples to present Windows and Linux options side by side, or alternate which platform is shown first.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-01-12 00:00 | #99 | completed |
Biased
|
| 2026-01-11 06:20 | #98 | completed |
Biased
|
| 2026-01-10 00:00 | #92 | completed |
 Clean
|
| 2026-01-06 22:28 | #78 | completed |
Clean
|
| 2025-12-15 00:00 | #7 | completed |
Clean
|
| 2025-12-14 05:05 | #6 | completed |
Clean
|