pandas on Ray

This section describes usage related documents for the pandas on Ray component of Modin.

Modin uses pandas as a primary memory format of the underlying partitions and optimizes queries ingested from the API layer in a specific way to this format. Thus, there is no need to care of choosing it but you can explicitly specify it anyway as shown below.

One of the execution engines that Modin uses is Ray. If you have Ray installed in your system, Modin also uses it by default to distribute computations.

If you want to be explicit, you could set the following environment variables:

.. code-block:: bash

export MODIN_ENGINE=ray export MODIN_STORAGE_FORMAT=pandas

or turn it on in source code:

.. code-block:: python

import modin.config as cfg cfg.Engine.put('ray') cfg.StorageFormat.put('pandas')