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 pipeline management, with no equivalent Bash, CLI, or Linux/macOS instructions. Examples for executing commands on Batch nodes use Windows-native commands (e.g., 'cmd /c dir', 'cmd /c echo hello world'), and custom applications are referenced as '.exe' files, implying Windows executables. There is no mention of Linux shell commands, scripts, or non-Windows application formats, nor guidance for users on Linux/macOS platforms.
Recommendations
- Provide Azure CLI or Bash equivalents for all PowerShell commands, especially for creating Batch accounts, pools, and running pipelines.
- Include examples of custom activities using Linux shell commands (e.g., 'sh', 'bash', 'ls', 'echo') and non-Windows executables (e.g., Python scripts, ELF binaries).
- Clarify how to configure Azure Batch pools with Linux VM images and how to target Linux nodes for custom activities.
- Add notes or sections explaining cross-platform support, including any differences in command syntax or application packaging for Linux/macOS users.
- Ensure that examples and sample code are not exclusively Windows-centric, and alternate them or present them in parallel with Linux/macOS equivalents.
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
|