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 a Windows bias by referencing Windows-centric tools and workflows (e.g., SQL Server Integration Services, Excel, PowerShell, C#, Hive ODBC driver) for ETL operations and automation. Linux-native equivalents (such as Linux command-line tools, shell scripting, or open-source alternatives) are not mentioned, and examples are tailored to Windows environments. The order of presentation also places Windows tools before Linux options, and there are no Linux-specific code samples or automation patterns.
Recommendations
- Include Linux-native ETL tools and workflows, such as using shell scripts, cron jobs, or Linux-based orchestration tools (e.g., Apache Airflow, Oozie) for automation.
- Provide code examples for Linux environments, such as Bash scripts for automating Hive queries.
- Mention open-source alternatives to Windows tools (e.g., use csvkit or pandas for CSV manipulation instead of Excel).
- Reference Linux database clients and drivers (e.g., JDBC, Beeline) for accessing Hive and loading data.
- Present Linux options alongside Windows tools, or alternate the order to avoid Windows-first bias.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-01-14 00:00 | #250 | in_progress |
Biased
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| 2026-01-13 00:00 | #246 | completed |
Biased
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| 2026-01-11 00:00 | #240 | completed |
Biased
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| 2026-01-10 00:00 | #237 | completed |
Biased
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| 2026-01-09 00:34 | #234 | completed |
Biased
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| 2026-01-08 00:53 | #231 | completed |
Biased
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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 |
Biased
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| 2025-07-12 23:44 | #41 | cancelled |
Biased
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