Install the SAP HANA Python Client API for Machine Learning Algorithms

For the location you extracted the SAP HANA HDB client files, run:

pip install hana_ml-<version>.tar.gz

This command installs the hana_ml package containing the following modules and sub-modules:

• hana_ml.dataframe

• hana_ml.algorithms package

  • hana_ml.algorithms.classification

  • hana_ml.algorithms.clustering

  • hana_ml.algorithms.decomposition

  • hana_ml.algorithms.metrics

  • hana_ml.algorithms.mixture

  • hana_ml.algorithms.neighbors

  • hana_ml.algorithms.neural_network

  • hana_ml.algorithms.preprocessing

  • hana_ml.algorithms.regression

  • hana_ml.algorithms.stats

  • hana_ml.algorithms.svm

  • hana_ml.algorithms.trees

• hana_ml.ml_exceptions

To test that Python Client API for ML was installed successfully, run:

cd /usr/lib/python<version>/site-packages/
ls

You will see a list of installed Python packages. You will find hana_ml among them if it was installed successfully. Alternatively, you can run:

pip list

You will receive a list of various Python packages that are installed on your system. If you see hana-ml and the appropriate version, the Python Client API for ML was installed.