Development# Contributing Getting Started Certificate of Origin CERTIFICATE OF ORIGIN V 1.1 Commit Message formatting General Rules for committers Development Dependencies Code Formatting and Lint Adding a test Running the tests Performance measurement Building documentation Contributing a new execution framework or in-memory format System Architecture High-Level Architectural View System View Subsystem/Container View Component View Data Transformation Query Compiler Core Modin Dataframe Core Modin Dataframe API Partition Manager Partitions Execution Engine Storage Format Data Ingress Data Egress Supported Execution Engines and Storage Formats DataFrame Partitioning Index API Base pandas Dataset API Public API DataFrame Module Overview Modin’s pandas.DataFrame API Usage Guide Series Module Overview Modin’s pandas.Series API Usage Guide Module/Class View Partition API in Modin Partition IPs Partition API implementations Ray engine Dask engine Unidist engine How to handle Ray objects that are lower than 100 kB pandas on Ray pandas on Dask pandas on Python pandas on MPI through unidist HDK Running on a GPU