Python - Multiprocessing

Libraries Standard multiprocessing Pebble - pretty close to the standard one, but with a bit nicer interface Dask - well maintained and (almost) drop-in replacement of numpy and pandas: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 # Arrays implement the Numpy API import dask.array as da x = da.random.random(size=(10000, 10000), chunks=(1000, 1000)) x + x.T - x.mean(axis=0) # Dataframes implement the Pandas API import dask....

October 1, 2020 · SergeM