Document Details
Hdinsight Hadoop Customize Cluster Linux
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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:
⚠️
powershell_heavy
⚠️
windows_first
Summary:
The documentation provides examples and instructions for both Azure PowerShell and Azure CLI, but PowerShell is consistently presented before CLI, and PowerShell examples are more detailed and prominent. There are multiple references to PowerShell-specific cmdlets and scripts, with CLI examples and commands appearing later or with less emphasis. There is no explicit Windows-only tooling, but the ordering and depth of PowerShell coverage suggest a subtle Windows-first bias.
Recommendations:
- Present Azure CLI and PowerShell examples in parallel or alternate their order to avoid implying preference.
- Ensure that CLI examples are as detailed and comprehensive as PowerShell examples, including output samples and step-by-step instructions.
- Add explicit notes that PowerShell can be used cross-platform, but highlight that Azure CLI is often preferred on Linux/macOS.
- Where possible, provide Bash shell script snippets for common tasks, especially in sections focused on Linux-based clusters.
- Review and balance the depth of coverage for PowerShell and CLI to ensure Linux users are equally supported.
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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 |
| 2025-07-09 13:09 | #3 | cancelled | ✅ Clean |
| 2025-07-08 04:23 | #2 | cancelled | ❌ Biased |
Flagged Code Snippets
ScriptExecutionId : 635918532516474303
StartTime : 8/14/2017 7:40:55 PM
EndTime : 8/14/2017 7:41:05 PM
Status : Succeeded