Empty actionscheduler_logs quickly

commands help you out.

wp db query "SELECT * FROM wp_actionscheduler_logs LIMIT 1"

wp db query "DELETE FROM wp_actionscheduler_logs"

wp db query "DELETE FROM wp_actionscheduler_actions WHERE status = 'complete'"– you can modify this as you want.