.. datasketches documentation master file, created by
   sphinx-quickstart on Tue Jul 25 11:04:59 2023.
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Apache DataSketches
=================================================

**DataSketches** are highly-efficient algorithms to analyze big data quickly.
   
   
Counting Distincts
##################
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   maxdepth: 1 means only the heading is printed in the contents
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   :maxdepth: 2

   distinct_counting/index

Quantile Estimation
###################

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   :maxdepth: 2

   quantiles/index

Frequency Sketches
##################
This problem may also be known as **heavy hitters** or **TopK**

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   frequency/index

Vector Sketches
###############

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   vector/index


Random Sampling
###############

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   :maxdepth: 2

   sampling/index

Helper Classes
##############

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   helper/index

   
.. note::

   This project is under active development.

Indices and tables
==================

* :ref:`genindex`
* :ref:`modindex`
* :ref:`search`