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 Windows bias, especially in the certificate renewal section, where only PowerShell scripts and Windows-centric tools are provided for managing certificates and service principal credentials. There are no equivalent Bash, Linux CLI, or cross-platform Azure CLI examples for these critical operations. The troubleshooting steps for cluster access use generic commands (hdfs, curl) that are cross-platform, but the remediation steps for certificate management are exclusively Windows/PowerShell-focused.
Recommendations:
  • Provide equivalent Bash or Azure CLI scripts for certificate creation, management, and assignment, suitable for Linux/macOS environments.
  • Include explicit instructions for Linux users on how to generate certificates (e.g., using openssl), associate them with service principals, and update HDInsight clusters.
  • When presenting scripts, offer both PowerShell and Bash/Azure CLI versions, or at least mention cross-platform alternatives.
  • Avoid assuming the user is on Windows; clarify which steps are OS-specific and provide parity for Linux users.
  • Reference Azure CLI documentation and commands alongside PowerShell cmdlets for all Azure resource management tasks.
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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 ✅ Clean
2025-07-12 23:44 #41 in_progress ❌ Biased

Flagged Code Snippets

$clusterName = 'CLUSTERNAME' $resourceGroupName = 'RGNAME' $subscriptionId = 'SUBSCRIPTIONID' $appId = 'APPLICATIONID' $generateSelfSignedCert = $false $addNewCertKeyCredential = $true $certFilePath = 'NEW_CERT_PFX_LOCAL_PATH' $certPassword = Read-Host "Enter Certificate Password" if($generateSelfSignedCert) { Write-Host "Generating new SelfSigned certificate" $cert = New-SelfSignedCertificate -CertStoreLocation "cert:\CurrentUser\My" -Subject "CN=hdinsightAdlsCert" -KeySpec KeyExchange $certBytes = $cert.Export([System.Security.Cryptography.X509Certificates.X509ContentType]::Pkcs12, $certPassword); $certString = [System.Convert]::ToBase64String($certBytes) } else { Write-Host "Reading the cert file from path $certFilePath" $cert = new-object System.Security.Cryptography.X509Certificates.X509Certificate2($certFilePath, $certPassword) $certString = [System.Convert]::ToBase64String([System.IO.File]::ReadAllBytes($certFilePath)) } Login-AzureRmAccount if($addNewCertKeyCredential) { Write-Host "Creating new KeyCredential for the app" $keyValue = [System.Convert]::ToBase64String($cert.GetRawCertData()) New-AzureRmADAppCredential -ApplicationId $appId -CertValue $keyValue -EndDate $cert.NotAfter -StartDate $cert.NotBefore Write-Host "Waiting for 30 seconds for the permissions to get propagated" Start-Sleep -s 30 } Select-AzureRmSubscription -SubscriptionId $subscriptionId Write-Host "Updating the certificate on HDInsight cluster." Invoke-AzureRmResourceAction ` -ResourceGroupName $resourceGroupName ` -ResourceType 'Microsoft.HDInsight/clusters' ` -ResourceName $clusterName ` -ApiVersion '2015-03-01-preview' ` -Action 'updateclusteridentitycertificate' ` -Parameters @{ ApplicationId = $appId.ToString(); Certificate = $certString; CertificatePassword = $certPassword.ToString() } ` -Force