Dataframe Python Packages

snowflake-snowpark-python

Snowflake Snowpark Python API

polars

Extremely fast Query Engine for DataFrames, written in Rust

polars-runtime-32

Extremely fast Query Engine for DataFrames, written in Rust

graphframes

GraphFrames is a package for Apache Spark which provides DataFrame-based Graphs

mimesis

Mimesis is a fast Python library for generating fake data in multiple languages.

modin

Modin: Scale your Pandas workflows by changing a single line of code

connectorx

Fastest library to load data from DB to DataFrames in Rust and Python

koalas

Koalas: pandas API on Apache Spark

graphframes-py

GraphFrames is a package for Apache Spark which provides DataFrame-based Graphs

polars-lts-cpu

Extremely fast Query Engine for DataFrames, written in Rust

pyjanitor

Clean APIs for data cleaning. Python implementation of R package Janitor

libcudf-cu12

cuDF - GPU DataFrame Library

pyspark-test

Testing library for pyspark, inspired from pandas testing module but for pyspark, to help users write unit tests.

pylibcudf-cu12

cuDF - GPU DataFrame Library

cudf-cu12

cuDF - GPU DataFrame Library

technical

Various indicators developed or collected for the Freqtrade

pygwalker

PyGWalker: Turn your dataframe into an interactive UI for visual analysis

woodwork

Woodwork is a Python library that provides robust methods for managing and communicating data typing information.

arcticdb

ArcticDB is a high performance, serverless DataFrame database built for the Python Data Science ecosystem.

pbspark

protobuf pyspark conversion

polars-runtime-compat

Extremely fast Query Engine for DataFrames, written in Rust

awkward-pandas

For when your data won't fit in your dataframe

dataframely

A declarative, 🐻‍❄️-native data frame validation library.

dask-cudf-cu12

cuDF - GPU DataFrame Library