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
windows_first
missing_linux_example
Summary
The documentation references a tutorial that is explicitly for Spark with PowerShell, which is a Windows-centric tool, and does not provide equivalent Linux/macOS command-line examples or mention cross-platform alternatives. The examples and instructions are otherwise platform-neutral, but the initial guidance may lead Linux/macOS users to feel unsupported.
Recommendations
  • Add links to tutorials using Bash or cross-platform CLI tools for Spark and Pig activities.
  • Explicitly mention that Azure Data Factory and Synapse Analytics can be used from Linux/macOS environments, and provide examples or references for those platforms.
  • Ensure that all referenced tutorials (e.g., 'Tutorial: transform data') have Linux/macOS equivalents or note any platform-specific requirements.
  • Avoid recommending PowerShell as the sole automation method; include Azure CLI, Bash, or Python SDK examples where possible.
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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 Clean Clean
2026-01-10 00:00 #237 completed Clean Clean
2026-01-09 00:34 #234 completed Clean Clean
2026-01-08 00:53 #231 completed Clean Clean
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 Clean Clean

Flagged Code Snippets