Document Details

Batch Parallel Node Tasks
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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.
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Bias Analysis

Bias Types:
⚠️ powershell_heavy
⚠️ windows_first
⚠️ windows_tools
⚠️ missing_linux_example
Summary:
The documentation page demonstrates a Windows bias by prioritizing Windows-based examples and tools. The only detailed code samples are in C# using the Batch .NET library, which is most commonly used on Windows. The .NET example for pool creation uses a Windows Server image, and there are no equivalent Linux-focused .NET code samples. While the REST API example uses Ubuntu, there are no Linux shell, Bash, or cross-platform scripting examples. The GitHub sample project is a C# console application, further reinforcing the Windows/.NET focus. There is no mention of Linux-specific tools, shell commands, or cross-platform SDKs (e.g., Python, CLI).
Recommendations:
  • Add Linux-focused .NET code samples, e.g., using an Ubuntu image in the VirtualMachineConfiguration section.
  • Provide equivalent examples using the Azure Batch Python SDK, which is widely used on Linux.
  • Include Bash or shell command examples for common operations (e.g., using Azure CLI to create pools and tasks).
  • Mention and link to cross-platform tools (such as Azure CLI and Python SDK) alongside or before Windows/.NET tools.
  • Ensure that code snippets and sample projects are available in multiple languages and platforms, not just C#/.NET.
  • Explicitly state that Azure Batch supports both Windows and Linux nodes, and provide parity in documentation examples.
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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
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased

Flagged Code Snippets

CloudPool pool = batchClient.PoolOperations.CreatePool( poolId: "mypool", targetDedicatedComputeNodes: 4 virtualMachineSize: "standard_d1_v2", VirtualMachineConfiguration: new VirtualMachineConfiguration( imageReference: new ImageReference( publisher: "MicrosoftWindowsServer", offer: "WindowsServer", sku: "2019-datacenter-core", version: "latest"), nodeAgentSkuId: "batch.node.windows amd64"); pool.TaskSlotsPerNode = 4; pool.TaskSchedulingPolicy = new TaskSchedulingPolicy(ComputeNodeFillType.Pack); pool.Commit();