Data science toolkit support for HeavyDB
Project description
This package enables using common Python data science toolkits with HeavyDB. It brings data frame support on CPU and GPU as well as support for arrow. See the documentation for more.
Quick Install (CPU)
Packages are available on conda-forge and PyPI:
conda install -c conda-forge heavyai pip install heavyai
Quick Install (GPU)
We recommend creating a fresh conda 3.7 or 3.8 environment when installing pymapd with GPU capabilities.
To install pymapd and cudf for GPU Dataframe support (conda-only):
conda create -n omnisci-gpu -c rapidsai -c nvidia -c conda-forge \ -c defaults cudf>=0.18 python=3.7 cudatoolkit=11.0 heavyai
Documentation
Further documentation for heavyai usage is available at: http://heavyai.readthedocs.io/
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