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
windows_tools
Summary
The documentation page provides examples for running Azure Data Factory pipelines using .NET SDK, Azure PowerShell, REST API, and Python SDK. However, the PowerShell example is the only command-line example shown, and it is presented before REST API and Python SDK. There is no mention of Bash, Azure CLI, or Linux-native tools, and no Linux/macOS-specific guidance is provided. The use of PowerShell and references to parameter files with Windows-style paths (e.g., .\PipelineParameters.json) further reinforce a Windows-centric approach.
Recommendations
  • Add Azure CLI examples for pipeline execution, which are cross-platform and widely used on Linux/macOS.
  • Include Bash/cURL examples for REST API usage, demonstrating how Linux/macOS users can trigger pipelines from the command line.
  • Present examples in a neutral order (e.g., REST API, Azure CLI, PowerShell, SDKs) rather than Windows-first.
  • Use platform-agnostic file paths in examples (e.g., ./PipelineParameters.json instead of .\PipelineParameters.json).
  • Explicitly mention that all SDKs and REST API methods are usable from Linux/macOS environments.
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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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

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