Cicd Autoscale - Document Details

About This Page

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_first

missing_linux_example

windows_tools

Summary

The documentation page demonstrates a strong Windows bias. All command-line examples use PowerShell syntax and Windows-specific commands (e.g., Connect-AzAccount, New-AzResourceGroupDeployment). There are no examples or instructions for Linux or macOS users, such as using Bash, Azure CLI equivalents, or cross-platform shell commands. The documentation assumes a Windows environment throughout, both in deployment and configuration steps.

Recommendations

Provide equivalent Bash or Azure CLI examples for all PowerShell commands, especially for deployment and Azure authentication steps.
Explicitly mention cross-platform compatibility of the Stream Analytics CI/CD tool and clarify any OS-specific requirements.
Add a section or callouts for Linux/macOS users, including how to install and use the tool in those environments.
When listing commands, present Bash/Azure CLI and PowerShell examples side by side or in tabs, rather than only PowerShell.
Avoid using Windows file path conventions (e.g., .\Deploy\file.json) exclusively; show POSIX-style paths as well.

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Scan History

Date	Scan	Status	Result
2026-01-14 00:00	#250	in_progress	Biased
2026-01-13 00:00	#246	completed	Biased
2026-01-11 00:00	#240	completed	Biased
2026-01-10 00:00	#237	completed	Biased
2026-01-09 00:34	#234	completed	Biased
2026-01-08 00:53	#231	completed	Clean
2025-07-13 21:37	#48	completed	Biased
2025-07-12 23:44	#41	cancelled	Biased

Flagged Code Snippets

        # Connect to Azure
        Connect-AzAccount

        # Set the Azure subscription
        Set-AzContext [SubscriptionID/SubscriptionName]

        $templateFile = ".\Deploy\ClickStream-Filter.JobTemplate.json"
        $parameterFile = ".\Deploy\ClickStream-Filter.JobTemplate.parameters.json"
        New-AzResourceGroupDeployment `
          -Name devenvironment `
          -ResourceGroupName myResourceGroupDev `
          -TemplateFile $templateFile `
          -TemplateParameterFile $parameterFile

        $templateFile = ".\Deploy\ClickStream-Filter.AutoscaleSettingTemplate.json"
        $parameterFile = ".\Deploy\ClickStream-Filter.AutoscaleSettingTemplate.parameters.json"
        New-AzResourceGroupDeployment `
          -Name devenvironment `
          -ResourceGroupName myResourceGroupDev `
          -TemplateFile $templateFile `
          -TemplateParameterFile $parameterFile