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 page demonstrates a Windows bias by exclusively providing instructions and examples for creating and using Windows-based compute nodes (specifically Windows Server 2019) in Azure Batch. The task command line example uses Windows-specific commands (cmd, set, timeout), and there is no mention of Linux pools, Linux VM images, or equivalent Bash command lines. No Linux or cross-platform alternatives are provided at any step.
Recommendations:
  • Include parallel instructions and screenshots for creating a Linux-based pool (e.g., using Ubuntu or CentOS images) alongside the Windows example.
  • Provide Linux-equivalent command line examples for tasks (e.g., using Bash: `bash -c 'env | grep AZ_BATCH; sleep 90'`).
  • Explicitly mention that Azure Batch supports both Windows and Linux nodes, and help users choose the appropriate OS for their workloads.
  • Where possible, use cross-platform language or clarify when steps are OS-specific.
  • Add a section or callout guiding users to Linux-specific documentation or quickstarts if available.
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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 ❌ Biased
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased