Monitor Programmatically - Document Details

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This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.

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Bias Analysis

Detected Bias Types

powershell_heavy

windows_tools

windows_first

missing_linux_example

Summary

The documentation page demonstrates a Windows bias by providing REST API examples exclusively in PowerShell, referencing PowerShell cmdlets and tools throughout, and omitting equivalent Linux/bash/cURL examples. Windows/PowerShell approaches are presented first or exclusively in several sections, making it less accessible for Linux or cross-platform users.

Recommendations

Provide REST API examples using cross-platform tools such as curl or HTTPie, alongside or instead of PowerShell scripts.
Include bash or shell script examples for monitoring pipelines, especially in the REST API and general scripting sections.
Clearly indicate when examples are Windows-specific and offer equivalent Linux/macOS instructions where possible.
Balance the order of presentation so that Windows and Linux approaches are given equal prominence.
Reference cross-platform tools (e.g., Azure CLI) in addition to or instead of Windows-only tools (e.g., PowerShell cmdlets).

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Scan History

Date	Scan	Status	Result
2025-07-12 23:44	#41	cancelled	Biased
2025-07-12 00:58	#8	cancelled	Clean
2025-07-10 05:06	#7	processing	Clean

Flagged Code Snippets

    $request = "https://management.azure.com/subscriptions/${subsId}/resourceGroups/${resourceGroup}/providers/Microsoft.DataFactory/factories/${dataFactoryName}/pipelineruns/${runId}?api-version=${apiVersion}"
    while ($True) {
        $response = Invoke-RestMethod -Method GET -Uri $request -Header $authHeader
        Write-Host  "Pipeline run status: " $response.Status -foregroundcolor "Yellow"

        if ( ($response.Status -eq "InProgress") -or ($response.Status -eq "Queued") ) {
            Start-Sleep -Seconds 15
        }
        else {
            $response | ConvertTo-Json
            break
        }
    }

    while ($True) {
        $run = Get-AzDataFactoryV2PipelineRun -ResourceGroupName $resourceGroupName -DataFactoryName $DataFactoryName -PipelineRunId $runId

        if ($run) {
            if ( ($run.Status -ne "InProgress") -and ($run.Status -ne "Queued") ) {
                Write-Output ("Pipeline run finished. The status is: " +  $run.Status)
                $run
                break
            }
            Write-Output ("Pipeline is running...status: " + $run.Status)
        }

        Start-Sleep -Seconds 30
    }

    $request = "https://management.azure.com/subscriptions/${subscriptionId}/resourceGroups/${resourceGroupName}/providers/Microsoft.DataFactory/factories/${factoryName}/pipelineruns/${runId}/queryActivityruns?api-version=${apiVersion}&startTime="+(Get-Date).ToString('yyyy-MM-dd')+"&endTime="+(Get-Date).AddDays(1).ToString('yyyy-MM-dd')+"&pipelineName=Adfv2QuickStartPipeline"
    $response = Invoke-RestMethod -Method POST -Uri $request -Header $authHeader
    $response | ConvertTo-Json

    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"