Airflow 2.0.0: MySQL Lock wait timeout exceeded

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The airflow scheduler is consistently dying. Is it a bug in airflow? Or do I need to bump up my timeout in MySQL?

_mysql_exceptions.OperationalError: (1205, 'Lock wait timeout exceeded; try restarting transaction')

MySQL current setup:

SHOW VARIABLES LIKE 'innodb_lock_wait_timeout';
 
__________________________|____
|innodb_lock_wait_timeout | 50 |
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