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_tools
missing_linux_example
Summary
The documentation page demonstrates a bias toward Windows/Azure-centric tools by exclusively referencing Azure SQL Database as the external metastore solution, with no mention of Linux-native or open-source alternatives (such as MySQL, PostgreSQL, or on-premises SQL Server). There are no command-line examples (neither Windows nor Linux), but all configuration guidance assumes use of Azure Portal or Ambari UI, both of which are platform-agnostic but tightly coupled to Azure's ecosystem. There are no Linux-specific instructions or examples, and the documentation does not address scenarios outside of Azure SQL Database.
Recommendations
  • Include examples of configuring external metastores using open-source databases commonly used in Linux environments, such as MySQL or PostgreSQL, which are supported by Hive and Oozie.
  • Provide command-line examples for metastore configuration using Linux shell tools (e.g., using the Azure CLI, curl, or Hive/Oozie configuration files), not just portal or UI steps.
  • Mention and document support for on-premises or self-hosted SQL Server, MySQL, or PostgreSQL as external metastores, if supported by HDInsight.
  • Clarify whether the guidance applies only to Azure SQL Database or if other database engines are supported, and provide parity in documentation for those options.
  • Add troubleshooting and configuration steps relevant to Linux-based deployments, such as firewall configuration using iptables or ufw, and database connectivity testing from Linux hosts.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
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 Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased