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'Lock wait timeout exceeded' with MyISAM tables

I just upgraded a server from 5.1 to 5.5. Our tables are all MyISAM. I
have a python script that inserts rows to a table, in 5.1 it worked
fine. In 5.5 it's failing with 'Lock wait timeout exceeded'. I google
this, and it seems that all the cases of people getting that were with
InnoDB tables, and all the solutions only apply to InnoDB tables. How
can I fix this with MyISAM tables?

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