Pandas Parsers Module Description """"""""""""""""""""""""""""""""" High-Level Module Overview '''''''''''''''''''''''''' This module houses parser classes (classes that are used for data parsing on the workers) and util functions for handling parsing results. ``PandasParser`` is base class for parser classes with pandas storage format, that contains methods common for all child classes. Other module classes implement ``parse`` function that performs parsing of specific format data basing on the chunk information computed in the ``modin.core.io`` module. After the chunk is parsed, the resulting ``DataFrame``-s will be split into smaller ``DataFrame``-s according to the ``num_splits`` parameter, data type, or number of rows/columns in the parsed chunk. These frames, along with some additional metadata, are then returned. .. note:: If you are interested in the data parsing mechanism implementation details, please refer to the source code documentation. Public API '''''''''' .. automodule:: modin.core.storage_formats.pandas.parsers :members: