Modin PandasDataframe Objects

modin.core.dataframe.pandas is the package which houses common implementations of different Modin internal classes used by most pandas-based :doc:storage formats</flow/modin/core/storage_formats/index>.

It also double-serves as the full example of how to implement Modin execution backend pieces (sans the :doc:execution part</flow/modin/core/execution/dispatching> which is absent here), as it implements everything an execution backend needs to be fully conformant to Modin expectations.

• :doc:PandasDataframe <dataframe> is the class conforming to Dataframe Algebra.
• :doc:PandasDataframePartition <partitioning/partition> implements Partition interface holding pandas.DataFrame.
• :doc:PandasDataframeAxisPartition <partitioning/axis_partition> is a joined group of PandasDataframePartition-s along some axis (either rows or labels)
• :doc:PandasDataframePartitionManager <partitioning/partition_manager> is the manager that implements the primitives used for Dataframe Algebra operations over PandasDataframePartition-s
• :doc:ModinDtypes <metadata/dtypes>
• :doc:ModinIndex <metadata/index>

.. toctree:: :hidden:

dataframe
partitioning/partition
partitioning/axis_partition
partitioning/partition_manager
metadata/dtypes
metadata/index