opensearch-project/opensearch-py-ml

55

stars

627

commits

Python

primary language

Jul 14, 2026

updated

README

CI Integration PRs welcome!

OpenSearch logo

OpenSearch-py-ml

Welcome!

opensearch-py-ml is a Python client that provides a suite of data analytics and machine learning tools for OpenSearch.

It is a community-driven, open source fork a fork of eland, which provides data analysis and machine learning licensed under the Apache v2.0 License.

opensearch-py-ml lets users call OpenSearch indices and manipulate them as if they were pandas DataFrames, supporting complex filtering and aggregation operations. It also provides rudimentary support for uploading models to OpenSearch clusters using the ml-commons plugin.

For more information, see opensearch.org and the API Doc.

Installing Opensearch-py-ml

Opensearch-py-ml can be installed from PyPI via pip:

    $ python -m pip install opensearch-py-ml

Code of Conduct

This project has adopted the Amazon Open Source Code of Conduct. For more information see the Code of Conduct FAQ, or contact opensource-codeofconduct@amazon.com with any additional questions or comments.

License

This project is licensed under the Apache v2.0 License.

Copyright OpenSearch Contributors. See NOTICE for details.

Contributors

(top 30 of 58)

stevedodson

170 commits

sethmlarson

94 commits

V1NAY8

39 commits

opensearch-project/opensearch-py-ml

55

stars

627

commits

Python

primary language

Jul 14, 2026

updated

README

CI Integration PRs welcome!

OpenSearch logo

OpenSearch-py-ml

Welcome!

opensearch-py-ml is a Python client that provides a suite of data analytics and machine learning tools for OpenSearch.

It is a community-driven, open source fork a fork of eland, which provides data analysis and machine learning licensed under the Apache v2.0 License.

opensearch-py-ml lets users call OpenSearch indices and manipulate them as if they were pandas DataFrames, supporting complex filtering and aggregation operations. It also provides rudimentary support for uploading models to OpenSearch clusters using the ml-commons plugin.

For more information, see opensearch.org and the API Doc.

Installing Opensearch-py-ml

Opensearch-py-ml can be installed from PyPI via pip:

    $ python -m pip install opensearch-py-ml

Code of Conduct

This project has adopted the Amazon Open Source Code of Conduct. For more information see the Code of Conduct FAQ, or contact opensource-codeofconduct@amazon.com with any additional questions or comments.

License

This project is licensed under the Apache v2.0 License.

Copyright OpenSearch Contributors. See NOTICE for details.

Contributors

(top 30 of 58)

stevedodson

170 commits

sethmlarson

94 commits

V1NAY8

39 commits

Languages

Python

98.9%

Shell

1.1%