Pandas Parsers Module Description

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: