opensearch-py-ml


Nameopensearch-py-ml JSON
Version 1.0.0 PyPI version JSON
download
home_pagehttps://github.com/opensearch-project/opensearch-py-ml
SummaryPython Client and Toolkit for DataFrames, Big Data, Machine Learning and ETL in OpenSearch
upload_time2023-02-09 21:40:36
maintainerDhrubo Saha, Yaliang Wu
docs_urlNone
authorDhrubo Saha
requires_python>=3.8
licenseApache-2.0
keywords opensearch opensearch_py_ml pandas python
VCS
bugtrack_url
requirements No requirements were recorded.
Travis-CI No Travis.
coveralls test coverage No coveralls. 
            
[![CI](https://github.com/opensearch-project/opensearch-py-ml/actions/workflows/ci.yml/badge.svg)](https://github.com/opensearch-project/opensearch-py-ml/actions/workflows/ci.yml)
[![Integration](https://github.com/opensearch-project/opensearch-py-ml/actions/workflows/integration.yml/badge.svg)](https://github.com/opensearch-project/opensearch-py-ml/actions/workflows/integration.yml)
![PRs welcome!](https://img.shields.io/badge/PRs-welcome!-success)

![OpenSearch logo](https://github.com/opensearch-project/opensearch-py/raw/main/OpenSearch.svg)

OpenSearch-py-ml

- [Welcome!](https://github.com/opensearch-project/opensearch-py-ml#welcome)
- [Getting Started](https://github.com/opensearch-project/opensearch-py-ml#getting-started)
- [Compatibility with OpenSearch](https://github.com/opensearch-project/opensearch-py-ml#compatibility-with-opensearch)
- [Project Resources](https://github.com/opensearch-project/opensearch-py-ml#project-resources)
- [Code of Conduct](https://github.com/opensearch-project/opensearch-py-ml#code-of-conduct)
- [License](https://github.com/opensearch-project/opensearch-py-ml#license)
- [Copyright](https://github.com/opensearch-project/opensearch-py-ml#copyright)

## Welcome!

**opensearch-py-ml** is a Python client that provides a suite of data analytics and machine learning tools for OpenSearch.
**Opensearch-py-ml is an experimental project**
It is [a community-driven, open source fork](https://aws.amazon.com/blogs/opensource/introducing-opensearch/) a fork of [eland](https://github.com/elastic/eland), which provides data analysis and machine learning
licensed under the [Apache v2.0 License](https://github.com/opensearch-project/opensearch-py/blob/main/LICENSE.txt). 

**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](https://github.com/opensearch-project/ml-commons) plugin.


##Installing Opensearch-py-ml


Opensearch-py-ml can be installed from [PyPI](https://pypi.org/project/opensearch-py-ml) via pip:

~~~~~~~~~~~~~~~~~~~~~~~~~~~
    $ python -m pip install opensearch-py-ml
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

## Code of Conduct

This project has adopted the 
[Amazon Open Source Code of Conduct](https://github.com/opensearch-project/opensearch-py-ml/blob/main/CODE_OF_CONDUCT.md).
For more information see the [Code of Conduct FAQ](https://aws.github.io/code-of-conduct-faq), or contact 
[opensource-codeofconduct@amazon.com](mailto:opensource-codeofconduct@amazon.com) with any additional questions or comments.

## License

This project is licensed under the
[Apache v2.0 License](https://github.com/opensearch-project/opensearch-py-ml/blob/main/LICENSE).

## Copyright

Copyright OpenSearch Contributors. See 
[NOTICE](https://github.com/opensearch-project/opensearch-py-ml/blob/main/NOTICE) for details.

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Dhrubo Saha
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