Ibis is a Python framework to write data analytics code, in a similar way to pandas. Ibis can execute the queries not only in memory (as pandas does), but in different backends, including SQL databases, and analytics databases, like HeavyDB.
HeavyDB is SQL-based, relational, columnar and specifically developed to harness the massive parallelism of modern CPU and GPU hardware. HeavyDB can query up to billions of rows in milliseconds, and is capable of unprecedented ingestion speeds, making it the ideal SQL engine for the era of big, high-velocity data.
You can install
ibis-heavyai via pip or
Install with pip:
pip install ibis-heavyai
Install with conda:
conda install -c conda-forge ibis-heavyai
The ibis-heavyai documentation can be found here.