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README.md

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# python-hll
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[![image](https://img.shields.io/pypi/v/python_hll.svg)](https://pypi.python.org/pypi/python_hll)
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[![image](https://img.shields.io/pypi/v/python_hll2.svg)](https://pypi.python.org/pypi/python_hll2)
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[![Documentation Status](https://readthedocs.org/projects/python-hll/badge/?version=latest)](https://python-hll.readthedocs.io/en/latest/?badge=latest)
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[![image](https://img.shields.io/badge/github-python--hll-yellow)](https://github.com/AdRoll/python-hll)
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[![image](https://img.shields.io/badge/github-python--hll2-yellow)](https://github.com/jschaeff/python-hll2)
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A Python implementation of
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[HyperLogLog](http://algo.inria.fr/flajolet/Publications/FlFuGaMe07.pdf)
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- Runs on: Python 2.7 and 3
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- Free software: MIT license
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- Documentation: <https://python-hll.readthedocs.io>
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- GitHub: <https://github.com/AdRoll/python-hll>
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- GitHub: <https://github.com/jschaeff/python-hll2>
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## Overview
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Hashing and adding a value to a new HLL:
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from python_hll.hll import HLL
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from python_hll2.hll import HLL
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import mmh3
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value_to_hash = 'foo'
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hashed_value = mmh3.hash(value_to_hash)
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(for example, retrieved from a [PostgreSQL
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database](https://github.com/aggregateknowledge/postgresql-hll)):
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from python_hll.util import NumberUtil
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from python_hll2.util import NumberUtil
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input = '\\x128D7FFFFFFFFFF6A5C420'
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hex_string = input[2:]
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hll = HLL.from_bytes(NumberUtil.from_hex(hex_string, 0, len(hex_string)))
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output = "\\x" + NumberUtil.to_hex(bytes, 0, len(bytes))
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Also see the [API
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documentation](https://python-hll.readthedocs.io/en/latest/docs/python_hll.html).
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documentation](https://python-hll.readthedocs.io/en/latest/docs/python_hll2.html).
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## Development
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