Document Details
Apache Hadoop Using Apache Hive As An Etl Tool
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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
Bias Types:
⚠️
windows_tools
⚠️
windows_first
⚠️
missing_linux_example
Summary:
The documentation page demonstrates a Windows bias by prioritizing Windows-centric tools and workflows (such as SQL Server Integration Services, Excel, PowerShell, and C#) when discussing how to move or consume data after Hive transformation. Linux-native or cross-platform alternatives are not mentioned or are relegated to secondary status. There are no examples or instructions for Linux-based tools or workflows, and PowerShell is suggested for automation without mentioning Bash or other Linux scripting options.
Recommendations:
- Include Linux-native tools (e.g., mention using Bash scripts, cron jobs, or Linux-based ETL tools) alongside or before Windows-specific tools like PowerShell.
- Provide examples of consuming Hive data using Linux tools (e.g., Python scripts, shell commands, or open-source ETL frameworks like Apache NiFi or Airflow).
- When mentioning SQL Server Integration Services (SSIS), also mention open-source or cross-platform alternatives such as Apache Sqoop (which is briefly mentioned, but not emphasized) or Talend.
- For automation, suggest using Bash or other Linux-native schedulers (e.g., cron) in addition to PowerShell and Azure Logic Apps.
- When discussing data consumption, include examples for Linux users (e.g., using pandas in Python, command-line tools, or connecting via JDBC/ODBC from Linux environments).
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Scan History
| Date | Scan ID | Status | Bias Status |
|---|---|---|---|
| 2025-08-17 00:01 | #83 | in_progress | ✅ Clean |
| 2025-07-13 21:37 | #48 | completed | ❌ Biased |
| 2025-07-12 23:44 | #41 | in_progress | ❌ Biased |