I am trying to create and use Azure data factory by Rest API but while creation of linked service connection has created successfully but when I checked connection it got failed so is there anything to do test connection by API or PowerShell command.
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There is no this method in Microsoft documentation.You can track this feature here.
But there is a blog about testing link service by PowerShell.Here is the script on github.
Hope this can help you.

Steve Johnson
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Now, you can use one of cmdlet in azure.datafactory.tools
PowerShell module:
Test connection of Linked Service (preview)
# Example 1
$LinkedServiceName = 'AzureSqlDatabase1'
Test-AdfLinkedService @params -LinkedServiceName $LinkedServiceName
Alternatively, if you prefer, you can run such test as part of your CI/CD process in Azure DevOps installing #adftools extension, which uses the same PS module behind the scenes.
More: https://sqlplayer.net/adftools
Disclaimer: I'm author of the tool.

Kamil Nowinski
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