Batch Parallel Node Tasks - 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

windows_first

powershell_heavy

windows_tools

missing_linux_example

Summary

The documentation page demonstrates a Windows bias in several ways. The primary code sample for the .NET SDK uses a Windows VM image (MicrosoftWindowsServer) and node agent, with no equivalent Linux example provided. The only full code walkthrough is in C#/.NET, which is most commonly used on Windows. The referenced GitHub sample is also a C# console application, reinforcing Windows-centric tooling. Although the REST API example uses Ubuntu, it is less detailed and not accompanied by a Linux-focused SDK sample or workflow. There are no Linux shell or Python examples, and Windows tools and patterns are mentioned first or exclusively throughout the page.

Recommendations

Add equivalent .NET SDK code samples for Linux pools (e.g., using Ubuntu images and batch.node.ubuntu agent SKU).
Provide Python SDK examples, which are popular on Linux, showing pool creation and task submission with Linux VM images.
Include Linux shell (bash) or CLI examples for common operations, such as pool creation and task submission.
Reference Linux-focused sample projects on GitHub, or add new ones if they do not exist.
When listing VM images in examples, alternate or show both Windows and Linux options.
Ensure that REST API examples are as detailed and complete for Linux as for Windows.
Mention Linux tools and patterns (e.g., bash scripting, cron jobs) where relevant, not just Windows/PowerShell.

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Scan History

Date	Scan	Status	Result
2026-01-13 06:17	#107	completed	Clean
2026-01-12 00:00	#99	completed	Clean
2026-01-11 06:20	#98	completed	Clean
2026-01-10 00:00	#92	completed	Clean
2026-01-06 22:28	#78	completed	Clean
2025-12-29 18:00	#48	cancelled	Biased
2025-12-15 00:00	#7	completed	Clean
2025-12-14 05:05	#6	completed	Clean

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();