I do large withdrawals and never give them notice.
Do you have to? no not at all.
Is it a courtesy to let them know ahead of time so they don't get shorted the rest of the day because you were too lazy to afford a simple courtesy? Why yes it is.
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"I'll keep my money, guns and freedom. You can keep the "Change."