Document Details
Apache Hadoop Using Apache Hive As An Etl Tool
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
windows_first
missing_linux_example
powershell_heavy
Summary
The documentation page demonstrates Windows bias by prioritizing Windows-centric tools and workflows, such as SQL Server Integration Services (SSIS), Excel, PowerShell, and C# examples, while omitting equivalent Linux tools and examples. Linux-native ETL orchestration tools (e.g., cron, shell scripts) and desktop alternatives (e.g., LibreOffice, Python) are not mentioned, and the order of presentation favors Windows technologies over cross-platform or Linux-first solutions.
Recommendations
- Include Linux-native ETL orchestration examples, such as using cron jobs or shell scripts to automate Hive queries.
- Provide examples of loading data into open-source relational databases (e.g., PostgreSQL, MySQL) using Sqoop or other tools.
- Mention and demonstrate Linux desktop alternatives to Excel, such as LibreOffice Calc, or using Python/pandas for data analysis.
- Add cross-platform code samples (e.g., Python, Bash) for interacting with Hive, in addition to C# and PowerShell.
- Present cross-platform and Linux tools (e.g., Oozie, Airflow) before or alongside Windows tools like SSIS and PowerShell.
- Clarify which steps and tools are platform-agnostic and which are Windows-specific, to help users on Linux systems.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-01-14 00:00 | #250 | in_progress |
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| 2026-01-13 00:00 | #246 | completed |
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| 2026-01-11 00:00 | #240 | completed |
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| 2026-01-10 00:00 | #237 | completed |
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| 2026-01-09 00:34 | #234 | completed |
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| 2026-01-08 00:53 | #231 | completed |
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| 2026-01-06 18:15 | #225 | cancelled |
 Clean
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| 2025-08-17 00:01 | #83 | cancelled |
Clean
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| 2025-07-13 21:37 | #48 | completed |
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| 2025-07-12 23:44 | #41 | cancelled |
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