Document Details
Apache Spark Jupyter Spark Use Bicep
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
powershell_heavy
missing_linux_example
Summary
The documentation provides both Azure CLI and Azure PowerShell examples for deployment and resource management, but PowerShell is featured equally and sometimes before Linux-native alternatives. There is no explicit mention of Linux shell (bash) or scripting environments, nor are Linux-specific instructions or screenshots provided. The examples and instructions assume familiarity with PowerShell, which is primarily a Windows tool, and do not offer parity for Linux users who may prefer bash or other shells.
Recommendations
- Add explicit bash shell examples alongside Azure CLI and PowerShell, showing how to run the CLI commands in a Linux terminal.
- Clarify that Azure CLI commands can be run natively on Linux/macOS and provide instructions for installing Azure CLI on those platforms.
- Include screenshots or instructions for accessing HDInsight and Jupyter from Linux environments, not just via the Azure Portal.
- Mention cross-platform considerations, such as differences in file paths, environment setup, or authentication between Windows and Linux.
- Avoid presenting PowerShell as the default or primary method; instead, lead with Azure CLI (which is cross-platform) and supplement with PowerShell for Windows users.
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 |
 Clean
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| 2026-01-08 00:53 | #231 | completed |
Clean
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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 |
Clean
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| 2025-07-12 23:44 | #41 | cancelled |
Clean
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