PowerShell script example on how to run full refresh of incremental dataset?

Found out how to pull it off.

You create a .json file with this information:

{
"refresh": {
"type": "full",

		"applyRefreshPolicy": false,

		"objects": [
			{
				"database": "Your Dataset Name"
			}
		]
	}
}

Then you create an Powershell script-file:

#Set Credentials
$userName = "[email protected]"
$password = ConvertTo-SecureString -String "YourPassword" -AsPlainText -Force
$Credential = New-Object -TypeName "System.Management.Automation.PSCredential" -ArgumentList $userName, $password


#Execute refresh 
$InputFileRefresh ="D:\MyJsonFile.json"
invoke-ascmd -Server "powerbi://api.powerbi.com/v1.0/myorg/Your Workspace Name" -InputFile $InputFileRefresh -Credential $Credential

That runs a full refresh of the dataset (but you won't see it running in the Power BI service and the Last Refresh Date in the PBI service will not be updated, just the data in the dataset).