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Refresh database table destination schema

The underlying schema of a table has changed. In my case some fields are being dropped. I have not mapped anything to those fields. How do I remove them from the Database Table Destination layout without having to delete and remap everything? I went into properties and hit the refresh button - I would have expected that to have updated the schema - however it did not.

 

THanks

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