Pandas partitioning API

This page contains a description of the API to extract partitions from and build Modin Dataframes.

unwrap_partitions

.. autofunction:: modin.distributed.dataframe.pandas.unwrap_partitions

from_partitions

.. autofunction:: modin.distributed.dataframe.pandas.from_partitions

Example

.. code-block:: python

import modin.pandas as pd from modin.distributed.dataframe.pandas import unwrap_partitions, from_partitions import numpy as np data = np.random.randint(0, 100, size=(2 ** 10, 2 ** 8)) df = pd.DataFrame(data) partitions = unwrap_partitions(df, axis=0, get_ip=True) print(partitions) new_df = from_partitions(partitions, axis=0) print(new_df)