Copying specific fields from table to table

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I've got 2 tables.  One table which contains a series of barcodes assigned to product id #'s, and another table with JUST product id #'s.

I need to somehow transfer all the barcodes from the first table into the second table, but only where the id #'s match.

Can anyone tell me if this is something that can be done with just a SQL statement, or do I need to write a PHP script to loop through the records of both tables and do the copying/mapping?

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