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Name: fuzzywuzzy
Version: 0.10.0
Summary: Fuzzy string matching in python
Home-page: https://github.com/seatgeek/fuzzywuzzy
Author: Adam Cohen
Author-email: adam@seatgeek.com
License: Copyright (c) 2014 SeatGeek, Inc.
Permission is hereby granted, free of charge, to any person obtaining
a copy of this software and associated documentation files (the
"Software"), to deal in the Software without restriction, including
without limitation the rights to use, copy, modify, merge, publish,
distribute, sublicense, and/or sell copies of the Software, and to
permit persons to whom the Software is furnished to do so, subject to
the following conditions:
The above copyright notice and this permission notice shall be
included in all copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE
LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION
OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION
WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
Description: |Build Status|
FuzzyWuzzy
==========
Fuzzy string matching like a boss. It uses `Levenshtein Distance <https://en.wikipedia.org/wiki/Levenshtein_distance>`_ to help calculate differences between sequences in a simple to use package.
Requirements
============
- Python 2.4 or higher
- difflib
- python-Levenshtein (optional, provides a 4-10x speedup in String
Matching)
Installation
============
Using PIP via PyPI
.. code:: bash
pip install fuzzywuzzy
Using PIP via Github
.. code:: bash
pip install git+git://github.com/seatgeek/fuzzywuzzy.git@0.10.0#egg=fuzzywuzzy
Adding to your ``requirements.txt`` file (run ``pip install -r requirements.txt`` afterwards)
.. code:: bash
git+ssh://git@github.com/seatgeek/fuzzywuzzy.git@0.10.0#egg=fuzzywuzzy
Manually via GIT
.. code:: bash
git clone git://github.com/seatgeek/fuzzywuzzy.git fuzzywuzzy
cd fuzzywuzzy
python setup.py install
Usage
=====
.. code:: python
>>> from fuzzywuzzy import fuzz
>>> from fuzzywuzzy import process
Simple Ratio
~~~~~~~~~~~~
.. code:: python
>>> fuzz.ratio("this is a test", "this is a test!")
96
Partial Ratio
~~~~~~~~~~~~~
.. code:: python
>>> fuzz.partial_ratio("this is a test", "this is a test!")
100
Token Sort Ratio
~~~~~~~~~~~~~~~~
.. code:: python
>>> fuzz.ratio("fuzzy wuzzy was a bear", "wuzzy fuzzy was a bear")
90
>>> fuzz.token_sort_ratio("fuzzy wuzzy was a bear", "wuzzy fuzzy was a bear")
100
Token Set Ratio
~~~~~~~~~~~~~~~
.. code:: python
>>> fuzz.token_sort_ratio("fuzzy was a bear", "fuzzy fuzzy was a bear")
84
>>> fuzz.token_set_ratio("fuzzy was a bear", "fuzzy fuzzy was a bear")
100
Process
~~~~~~~
.. code:: python
>>> choices = ["Atlanta Falcons", "New York Jets", "New York Giants", "Dallas Cowboys"]
>>> process.extract("new york jets", choices, limit=2)
[('New York Jets', 100), ('New York Giants', 78)]
>>> process.extractOne("cowboys", choices)
("Dallas Cowboys", 90)
.. |Build Status| image:: https://api.travis-ci.org/seatgeek/fuzzywuzzy.png?branch=master
:target: https:travis-ci.org/seatgeek/fuzzywuzzy
Known Ports
============
Some people are porting FuzzyWuzzy to other languages. Here is one port we know about:
- Java: https://github.com/WantedTechnologies/xpresso/wiki/Approximate-string-comparison-and-pattern-matching-in-Java
Platform: UNKNOWN
Classifier: Intended Audience :: Developers
Classifier: Programming Language :: Python
Classifier: Programming Language :: Python :: 2.6
Classifier: Programming Language :: Python :: 2.7
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.3
|