In #9483 @jrbourbeau added median and median_approximate to dask.dataframe. It would also be nice to have DataFrame.groupby(...).median(). This is challenging to do with an ACA-based approach for the same reason that DataFrame.median() is. However, it could be tractable with a shuffle-based approach (cf. #9487)