Release 8.0.0-beta1

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Seth Michael Larson 2021-12-16 07:42:38 -06:00 committed by GitHub
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Changelog
=========
8.0.0b1 (2021-12-16)
--------------------
Added
^^^^^
* Added support for Natural Language Processing (NLP) models using PyTorch (`#394`_)
* Added new extra ``eland[pytorch]`` for installing all dependencies needed for PyTorch (`#394`_)
* Added a CLI script ``eland_import_hub_model`` for uploading HuggingFace models to Elasticsearch (`#403`_)
* Added support for v8.0 of the Python Elasticsearch client (`#415`_)
* Added a warning if Eland detects it's communicating with an incompatible Elasticsearch version (`#419`_)
* Added support for ``number_samples`` to LightGBM and Scikit-Learn models (`#397`_, contributed by `@V1NAY8`_)
Changed
^^^^^^^
* Changed ``to_pandas()`` to only use Point-in-Time and ``search_after`` instead of using Scroll APIs
for pagination.
.. _#419: https://github.com/elastic/eland/pull/419
.. _#415: https://github.com/elastic/eland/pull/415
.. _#397: https://github.com/elastic/eland/pull/397
.. _#394: https://github.com/elastic/eland/pull/394
.. _#403: https://github.com/elastic/eland/pull/403
7.14.1b1 (2021-08-30)
---------------------
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* Simplified result collectors to increase performance transforming Elasticsearch results to pandas (`#378`_, contributed by `@V1NAY8`_)
* Changed search pagination function to yield batches of hits (`#379`_)
.. _@kxbin: https://github.com/kxbin
.. _@kxbin: https://github.com/kxbin
.. _#378: https://github.com/elastic/eland/pull/378
.. _#379: https://github.com/elastic/eland/pull/379
.. _#380: https://github.com/elastic/eland/pull/380

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__title__ = "eland"
__description__ = "Python Client and Toolkit for DataFrames, Big Data, Machine Learning and ETL in Elasticsearch"
__url__ = "https://github.com/elastic/eland"
__version__ = "8.0.0"
__version__ = "8.0.0b1"
__author__ = "Steve Dodson"
__author_email__ = "steve.dodson@elastic.co"
__maintainer__ = "Seth Michael Larson"