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_tools
⚠️ missing_linux_example
⚠️ windows_first
Summary:
The documentation page demonstrates a strong Windows bias by providing only PowerShell command examples for pipeline deployment and execution, referencing Windows file paths (e.g., C:\ADF), and omitting any equivalent instructions for Linux or cross-platform environments (such as Azure CLI or Bash). There is no mention of Linux tools or shell scripting, and the workflow assumes a Windows/PowerShell context throughout.
Recommendations:
  • Add equivalent Azure CLI examples for all PowerShell commands, using Bash syntax and Linux file paths (e.g., /home/user/ADF).
  • Explicitly mention that the steps can be performed on Linux/macOS using Azure CLI, and provide links to relevant CLI documentation.
  • Where file paths are referenced, show both Windows and Linux path formats.
  • Consider providing a table or section comparing PowerShell and CLI/Bash approaches for common tasks.
  • Update the note and tutorial references to include Linux/macOS walkthroughs, not just PowerShell.
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Scan History

Date Scan ID Status Bias Status
2025-09-08 00:00 #105 completed ✅ Clean
2025-08-17 00:01 #83 in_progress ✅ Clean
2025-07-13 21:37 #48 completed ✅ Clean
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased

Flagged Code Snippets

Connect-AzAccount Select-AzSubscription "<Your subscription name>" $resourceGroupName = "<Resource Group Name>" $dataFactoryName = "<Data Factory Name. Must be globally unique>"; Remove-AzDataFactoryV2 $dataFactoryName -ResourceGroupName $resourceGroupName -force Set-AzDataFactoryV2 -ResourceGroupName $resourceGroupName -Location "East US" -Name $dataFactoryName Set-AzDataFactoryV2LinkedService -DataFactoryName $dataFactoryName -ResourceGroupName $resourceGroupName -Name "AzureStorageLinkedService" -DefinitionFile "C:\ADF\AzureStorageLinkedService.json" Set-AzDataFactoryV2Dataset -DataFactoryName $dataFactoryName -ResourceGroupName $resourceGroupName -Name "BlobDataset" -DefinitionFile "C:\ADF\BlobDataset.json" Set-AzDataFactoryV2Pipeline -DataFactoryName $dataFactoryName -ResourceGroupName $resourceGroupName -Name "Adfv2QuickStartPipeline" -DefinitionFile "C:\ADF\Adfv2QuickStartPipeline.json" $runId = Invoke-AzDataFactoryV2Pipeline -DataFactoryName $dataFactoryName -ResourceGroupName $resourceGroupName -PipelineName "Adfv2QuickStartPipeline" -ParameterFile C:\ADF\PipelineParameters.json while ($True) { $run = Get-AzDataFactoryV2PipelineRun -ResourceGroupName $resourceGroupName -DataFactoryName $DataFactoryName -PipelineRunId $runId if ($run) { if ($run.Status -ne 'InProgress') { Write-Host "Pipeline run finished. The status is: " $run.Status -foregroundcolor "Yellow" $run break } Write-Host "Pipeline is running...status: InProgress" -foregroundcolor "Yellow" } Start-Sleep -Seconds 30 } Write-Host "Activity run details:" -foregroundcolor "Yellow" $result = Get-AzDataFactoryV2ActivityRun -DataFactoryName $dataFactoryName -ResourceGroupName $resourceGroupName -PipelineRunId $runId -RunStartedAfter (Get-Date).AddMinutes(-30) -RunStartedBefore (Get-Date).AddMinutes(30) $result Write-Host "Activity 'Output' section:" -foregroundcolor "Yellow" $result.Output -join "`r`n" Write-Host "\nActivity 'Error' section:" -foregroundcolor "Yellow" $result.Error -join "`r`n"