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
windows_tools
Summary
The documentation page demonstrates a Windows bias by focusing exclusively on Windows-based tools and workflows (Excel, ODBC driver, Windows authentication dialogs) for testing and accessing Hive data. There are no Linux or cross-platform alternatives provided for connecting to Hive or verifying Ranger policies, and the instructions assume the user is operating from a Windows environment.
Recommendations
  • Include equivalent Linux-based instructions for connecting to Hive, such as using Beeline, Hive CLI, or DBeaver on Linux.
  • Provide examples of using open-source ODBC/JDBC clients available on Linux (e.g., isql, SQuirreL SQL, DBeaver) to test Ranger policies.
  • Show how to import data into LibreOffice Calc or other cross-platform spreadsheet tools using Hive ODBC/JDBC drivers.
  • When describing authentication dialogs or connection steps, note differences for non-Windows environments or provide screenshots for Linux/macOS where applicable.
  • Reorder or parallelize sections so that Linux and Windows workflows are presented together, rather than defaulting to Windows-first.
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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
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets