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Text Processing for Small or Big Data Files in Python

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textTinyPy


The textTinyPy package consists of text processing functions for small or big data files. The source code is based on C++11 and wrapped in Python using Cython. It is tested on Linux (Debian) with Python 2.7 and there is currently one limitation :

  • there is no support for chinese, japanese, korean, thai or languages with ambiguous word boundaries.

The functionality of the textTinyPy is explained in the blog post


Details for the parameters of each class can be found in the package documentation


The package will work properly only if the following requirements are satisfied / installed :


System Requirements:


Python Requirements:

  • Cython>=0.23.5
  • pandas>=0.21.0
  • scipy>=0.13.0
  • numpy>=1.11.2
  • future>=0.15.2

The package can be installed from pypi using:

pip install textTinyPy


To upgrade use

pip install -U textTinyPy


Use the following link to report bugs/issues, https://github.com/mlampros/textTinyPy/issues


Installation of System Requirements on Linux (Debian):


The installation requires a gcc-4.8 or newer (this can be checked in a console using : gcc --version ).

If the gcc is older than 4.8 continue with step 1. else go to step 2.


1.: installation of gcc-4.9 and g++-4.9

sudo add-apt-repository ppa:ubuntu-toolchain-r/test -y

sudo apt-get update

sudo apt-get install gcc-4.9

sudo apt-get install g++-4.9

sudo update-alternatives --install /usr/bin/gcc gcc /usr/bin/gcc-4.9 90

sudo update-alternatives --install /usr/bin/g++ g++ /usr/bin/g++-4.9 90

sudo update-alternatives --install /usr/bin/gcov gcov /usr/bin/gcov-4.9 90


2.: installation of boost version 1.55 (including boost-locale and boost-system)

sudo add-apt-repository ppa:boost-latest/ppa -y

sudo apt-get update

sudo apt-get install libboost1.55-dev libboost-filesystem1.55-dev libboost-locale1.55-dev


3.: installation of armadillo (including the requirements for Debian and Fedora)


armadillo requirements -- Debian only

sudo apt-get install cmake libopenblas-dev libblas-dev libarpack++2-dev liblapack-dev


armadillo requirements -- Fedora only

yum install cmake openblas-devel lapack-devel arpack-devel SuperLU-devel


armadillo installation version 7.600.2

wget http://sourceforge.net/projects/arma/files/armadillo-7.600.2.tar.xz

tar xf armadillo-7.600.2.tar.xz

cd armadillo-7.600.2/

cmake .

make

sudo make install


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