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73 lines
2.1 KiB
ReStructuredText
73 lines
2.1 KiB
ReStructuredText
.. module:: eland
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**************************************************************
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Eland: DataFrames and Machine Learning backed by Elasticsearch
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**************************************************************
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**Date**: |today| **Version**: |version|
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**Useful links**:
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`Source Repository <https://github.com/elastic/eland>`__ |
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`Issues & Ideas <https://github.com/elastic/eland/issues>`__ |
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`Q&A Support <https://discuss.elastic.co>`__
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Eland is a Python Elasticsearch client for exploring and analyzing data
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in Elasticsearch with a familiar Pandas-compatible API.
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Where possible the package uses existing Python APIs and data structures to make it easy to switch between numpy,
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pandas, scikit-learn to their Elasticsearch powered equivalents. In general, the data resides in Elasticsearch and
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not in memory, which allows Eland to access large datasets stored in Elasticsearch.
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Installing Eland
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~~~~~~~~~~~~~~~~
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Eland can be installed from `PyPI <https://pypi.org/project/eland>`_ via pip:
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.. code-block:: bash
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$ python -m pip install eland
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Eland can also be installed from `Conda Forge <https://anaconda.org/conda-forge/eland>`_ with Conda:
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.. code-block:: bash
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$ conda install -c conda-forge eland
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Getting Started
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~~~~~~~~~~~~~~~
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If it's your first time using Eland we recommend looking through the
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:doc:`examples/index` documentation for ideas on what Eland is capable of.
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If you're new to Elasticsearch we recommend `reading the documentation <https://www.elastic.co/elasticsearch>`_.
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.. toctree::
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:maxdepth: 2
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:hidden:
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reference/index
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reference/ml
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examples/index
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development/index
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* :doc:`reference/index`
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* :doc:`reference/supported_apis`
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* :doc:`reference/dataframe`
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* :doc:`reference/series`
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* :doc:`reference/ml`
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* :doc:`reference/indexing`
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* :doc:`reference/general_utility_functions`
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* :doc:`reference/io`
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* :doc:`development/index`
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* :doc:`development/contributing`
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* :doc:`development/implementation`
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* :doc:`examples/index`
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* :doc:`examples/demo_notebook`
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* :doc:`examples/introduction_to_eland_webinar`
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* :doc:`examples/online_retail_analysis`
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