Hdinsight Capacity Planning - Document Details

About This Page

This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.

View on GitHub 📚 View on Microsoft Learn

Bias Analysis

Detected Bias Types

powershell_heavy

windows_tools

windows_first

Summary

The documentation page demonstrates mild Windows bias by mentioning PowerShell scripting and Azure Automation as primary methods for cluster lifecycle management, without referencing equivalent Linux-native tools or shell scripting. Windows-centric tools and patterns are mentioned before any Linux alternatives, and screenshots and UI instructions are tailored to the Azure Portal, which is platform-agnostic but often used from Windows environments. There are no explicit Linux shell examples or references to Linux automation tools.

Recommendations

Include examples of cluster provisioning and deletion using Bash scripts and Azure CLI, alongside PowerShell.
Mention Linux-native automation options, such as cron jobs or Ansible, for scheduling cluster operations.
Clarify that Azure Automation and scripting can be performed from both Windows and Linux environments.
Add explicit Linux shell script examples for lifecycle management tasks.
Ensure parity in tool recommendations by listing both PowerShell and Bash/CLI approaches for common administrative tasks.

Create Pull Request

Scan History

Date	Scan	Status	Result
2026-01-14 00:00	#250	in_progress	Biased
2026-01-13 00:00	#246	completed	Biased
2026-01-11 00:00	#240	completed	Biased
2026-01-10 00:00	#237	completed	Biased
2026-01-09 00:34	#234	completed	Biased
2026-01-08 00:53	#231	completed	Biased
2026-01-06 18:15	#225	cancelled	Clean
2025-08-17 00:01	#83	cancelled	Clean
2025-07-13 21:37	#48	completed	Biased
2025-07-12 23:44	#41	cancelled	Biased
2025-07-09 13:09	#3	cancelled	Clean
2025-07-08 04:23	#2	cancelled	Biased