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Install the SAP HANA Python Client API for Machine Learning Algorithms

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Install the SAP HANA Python Client API for Machine Learning Algorithms
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Install the SAP HANA Python Client API for Machine Learning Algorithms

2019-12-03
Intermediate
5 min.
SAP HANA, express edition, Intermediate, Tutorial
Install the SAP HANA Python Client API for machine learning algorithms.

You will learn

You will learn how to install the SAP HANA Python Client API for Machine Learning Algorithms.

Prerequisites

You have downloaded, extracted, and installed one of the SAP HANA HDB clients. See Install the SAP HANA, express edition clients.

You have also installed the Python driver that comes with the clients. See Connect to SAP HANA, express edition using Python.

SAP HANA provides a python client API for working with machine learning algorithms. The Python Client API for ML files come packages with the Windows and Linux SAP HANA HDB client downloads.

Note:
This API is released as an experimental preview and subject to changes now and in the future.

To install the Python Client API for ML on a client machine, do the following:

Step 1: Install the Python Client API for ML.
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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

Done
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Step 2: Test your installation.
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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.

Done
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