Filter Lookup Records

Is there a way to filter records within a lookup step before they get to the transformation of the step? I have a lookup that grabs multiple records based off an id and if one of the records doesn't have the information the transformation is looking for the step fails for the whole record, is there a way to prevent these records from hitting the transformation step/not show in the results?

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