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Ibis uses windowing functions for aggregations if the database supports them. IDK when support for the new SQLite support will be implemented? http://docs.ibis-project.org/sql.html#window-functions

[EDIT]

I created an issue for this here: https://github.com/ibis-project/ibis/issues/1597




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