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Productivity-centric Python big data analysis framework for high performance at Hadoop-scale, with first-class integration with Impala. Co-founded by the creator of pandas

License: Apache License 2.0

Makefile 0.01% Batchfile 0.11% Shell 0.50% Python 94.18% C 0.40% CMake 0.20% C++ 4.61%

ibis's Introduction

Ibis

Ibis is a Python data analysis library enabling a 100% Python user workflow on top of big data systems for maximum performance and scalability. It was co-created by the creator of pandas (github.com/pydata/pandas) and designed to have a familiar user interface for folks used to small data on single machines in Python.

Ibis targets Impala (github.com/cloudera/impala) as a first class execution engine, but may grow to encompass other backend systems in the future.

Learn much more at http://ibis-project.org

Install ibis from PyPI with:

$ pip install ibis-framework

ibis's People

Contributors

wesm avatar laserson avatar ihodes avatar megvuyyuru avatar koverholt avatar mariusvniekerk avatar silviusrus avatar

Watchers

James Cloos avatar mahantheshhv avatar

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