Hi Henrik,
Rather than using the query url you can also build a query within the plugin.
If you look at the final example on
this page you'll see a where clause has been included
where: "EVENT LIKE 'WINTER%'",
This seems to be working quite well for me on large datasets.
Good luck,
Cheers
Rowan