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Unfortunately we have to import the database twice ... once with osm2pgsql to have a database structure which is usable for mapnik. A second time with osmosis, because we want to have all possibly available data.
In preprocessing many operations are carried out, e.g. the 'collections' (automatic relations) are created (stations, streets, ...)