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In short to my knowledge you cannot lockdown the console for returning only 100 records
You can definitely though use LakeFormation to do granular permissions on your data for certain users to access certain fields
A simple approach instead of a middle api could be to front athena with step function console and remove users access to athena console but step functions console isn't exactly for non technical users
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