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ProPhyle metagenomic classifier

Project description

https://travis-ci.org/karel-brinda/prophyle.svg?branch=master

ProPhyle is a metagenomic classifier based on BWT-index and phylogenetic trees, whose indexing strategy is based on the bottom-up propagation of genomes’ k-mers in the tree, assembling contigs at each node and matching using a standard full-text search. The analysis of shared k-mers between NGS reads and the genomes in the index determines which nodes are the best candidates for their classification.

Getting started

Prerequisities

  • GCC 4.8+

  • ZLib

  • Python 3 with ete3 library

  • SamTools

Installation using PIP

From PyPI:

pip install --upgrade prophyle

From Git:

pip install --upgrade git+https://github.com/karel-brinda/prophyle

From PyPI to the current directory:

export PYTHONUSERBASE=`pwd`
pip install --user prophyle
export PYTHONUSERBASE=`pwd`
export PATH=$PATH:`pwd`/bin

Pipeline example

Quick example:

prophyle download bacteria
prophyle index -k 10 ~/prophyle/test_bacteria.nw test_idx
prophyle classify test_idx reads.fq > result.sam

Project details


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Source Distribution

prophyle-0.1.0.24.tar.gz (2.4 MB view hashes)

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prophyle-0.1.0.24-py3-none-any.whl (2.5 MB view hashes)

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