Dask, Big Data, Data Science, Performance, Python.
operations. These queries write a lot of data to disk and send it over the network. Reducing the size of the data that is transferred has a big impact on the performance. The reordering results in a reduced memory footprint as well. This is especially helpful for users that struggle with memory