https://github.com/heavyai/heavyai
Python Data Science package for HeavyDB.
https://github.com/heavyai/heavyai
database heavyai python
Last synced: 6 months ago
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Python Data Science package for HeavyDB.
- Host: GitHub
- URL: https://github.com/heavyai/heavyai
- Owner: heavyai
- License: apache-2.0
- Created: 2020-08-28T19:53:31.000Z (almost 6 years ago)
- Default Branch: main
- Last Pushed: 2024-04-03T21:42:44.000Z (about 2 years ago)
- Last Synced: 2024-11-05T06:25:01.528Z (over 1 year ago)
- Topics: database, heavyai, python
- Language: Python
- Homepage: https://heavyai.readthedocs.io/en/latest/
- Size: 7.74 MB
- Stars: 21
- Watchers: 16
- Forks: 20
- Open Issues: 12
-
Metadata Files:
- Readme: README.md
- License: LICENSE.md
Awesome Lists containing this project
README
[](https://pypi.org/project/heavyai/)
[](https://anaconda.org/conda-forge/heavyai)
heavyai
=======
This package enables using common Python data science toolkits with
[HeavyDB](http://heavy.ai).
It brings data frame support on CPU and GPU as well as support for arrow.
See the [documentation](http://heavyai.readthedocs.io/en/latest/?badge=latest)
for more.
Quick Install (CPU)
-------------------
Packages are available on conda-forge and PyPI:
```bash
# using conda-forge
conda install -c conda-forge heavyai
# using pip
pip install heavyai
```
Quick Install (GPU)
-------------------
We recommend creating a fresh conda 3.8 or 3.9 environment when installing
heavyai with GPU capabilities.
To install heavyai for GPU Dataframe support (conda-only):
```bash
mamba create -n heavyai-gpu -c rapidsai -c nvidia -c conda-forge -c defaults \
--no-channel-priority \
cudf heavyai pyheavydb pytest shapely geopandas pyarrow=*=*cuda
```
Documentation
-------------
Further documentation for heavyai usage is available at: http://heavyai.readthedocs.io/