Apache Arrow is the next big thing in data analytics, imagine doing a SQL query in MAPD ( executes in ms on GPU ) then passing the data zero-copy into python, doing some calculations in pandas and outputting the result into web interface, because everything is zero-copy it can be done faster than ever before.