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A comment on Pbf2sqlite: Reading OpenStreetMap into a SQLite Database. Parent comment
There's an option to enable RTree indexes to speed up queries like this one:
SELECT way_id FROM rtree_way WHERE max_lon>= 7.851 AND min_lon<= 7.854 AND max_lat>=47.995 AND min_lat<=47.996;
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There's an option to enable RTree indexes to speed up queries like this one: