Sad Tux - Windows bias detected
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
Summary
The documentation page provides extensive PowerShell command examples for running Azure Data Factory pipelines, with file paths and instructions tailored to Windows environments (e.g., C:\ADF). There are no equivalent examples or guidance for Linux/macOS users, such as using Azure CLI, Bash, or cross-platform file paths. The only automation walkthrough is Windows/PowerShell-centric, which may create friction for non-Windows users.
Recommendations
  • Add equivalent Azure CLI examples for pipeline creation, execution, and monitoring, suitable for Linux/macOS users.
  • Include Bash script samples and use cross-platform file paths (e.g., ~/ADF or ./ADF) in examples.
  • Explicitly mention that JSON pipeline definitions can be used with Azure CLI or REST API, and provide links or brief instructions.
  • Reorder or parallelize examples so that Windows/PowerShell and Linux/Azure CLI approaches are presented side-by-side or in separate sections.
  • Clarify any platform-specific requirements or limitations, if any exist.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-16 00:00 #113 completed Clean Clean
2025-09-15 00:00 #112 completed Clean Clean
2025-09-14 00:00 #111 completed Clean Clean
2025-09-13 00:00 #110 completed Clean Clean
2025-09-12 00:00 #109 completed Clean Clean
2025-09-11 00:00 #108 completed Clean Clean
2025-09-10 00:00 #107 completed Clean Clean
2025-09-09 00:00 #106 completed Clean Clean
2025-09-08 00:00 #105 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets