This repo provides code examples and tutorials demonstrating how to use the H2O AI Cloud from the python API clients.
These tutorials were explicitly tested last in H2O AI Cloud v22.07.0 and python 3.7+ with the following specific library versions:
pip install h2o_authn==0.1.1
pip install https://enterprise-steam.s3.amazonaws.com/release/1.8.12/python/h2osteam-1.8.12-py2.py3-none-any.whl
pip install https://s3.amazonaws.com/artifacts.h2o.ai/releases/ai/h2o/mlops/rel-0.56.1/2/h2o_mlops_client-0.56.1%2Bdd66f93.rel0.56.1.2-py2.py3-none-any.whl
pip install https://h2o-release.s3.amazonaws.com/h2o/rel-zumbo/2/Python/h2o-3.36.1.2-py2.py3-none-any.whl
Update the h2o_ai_cloud.py file with the connection parameters for your H2O AI Cloud environment:
- Log in to your H2O AI Cloud environment
- Click your username or avatar in the H2O AI Cloud navigation bar
- Navigate to
CLI & API Access - Use the variables from the
Accessing H2O AI Cloud APIssection to populate the parameters
- H2O AI Cloud user guide: https://docs.h2o.ai/haic/latest/
- Authorization package: https://pypi.org/project/h2o-authn/
- Steam product documentation: https://docs.h2o.ai/steam/index.html
- Steam python documentation: https://docs.h2o.ai/enterprise-steam/latest-stable/docs/python-docs/index.html
- Driverless AI product documentation: https://docs.h2o.ai/driverless-ai/1-10-lts/docs/userguide/index.html
- Driverless AI python documentation: https://docs.h2o.ai/driverless-ai/pyclient/docs/html/index.html
- Driverless AI additional examples: https://github.com/h2oai/driverlessai-tutorials/tree/master/dai_python_client
- H2O-3 product documentation: https://docs.h2o.ai/h2o/latest-stable/h2o-docs/index.html
- H2O-3 python documentation: https://docs.h2o.ai/h2o/latest-stable/h2o-py/docs/index.html
- H2O-3 additional tutorials: https://github.com/h2oai/h2o-tutorials
- MLOps product documentation: https://docs.h2o.ai/mlops/
- MLOps python documentation: https://docs.h2o.ai/mlops/py-client-installing/