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Here is what we can do:
Updating the dates from Powershell will look like this
Set-AzureDataFactoryPipelineActivePeriod -DataFactoryName $DataFactoryName -PipelineName $PipelineName -StartDateTime $DateInPast -EndDateTime $DateOneDayLessInPast -ResourceGroupName $ResourceGroupName -Force
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