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Lookup Fields not updating in the Datamodel

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I have built an accelerated datamodel with lookup fields. There is a report that is scheduled to run everyday to populate the lookup. The datamodel does not get updated when lookup file is updated. But if I disable acceleration, I can see the fields updated. Do I have to rebuild the datamodel every time lookup file is updated or it is rebuild automatically?

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