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Lookup Transformation Memory limit

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I need to update and insert records in table A. I tried lookup transformation, but my memory seems to reach its max even before transferring all the data. We are taking of tables with millions of rows. The server has only 16 GB of RAM, so it looks like I won't be able to use Lookup transformation. Let me know if I am incorrect on this theory.

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