Pseudogen
A tool to automatically generate pseudo-code from source code.
Installation
Using Docker
docker is all you need.
docker attach `docker run -itd delihiros/pseudogen`
/# cd pseudogen/data
/# ../run-pseudogen.sh -f tune/travatar.ini
Requirements
Requires Python 3.5+
apt install git libboost-all-dev autoconf automake autotools-dev libtool zlib1g-dev cmake build-essential python3 python3-pip wget -y
pip3 install nltk
for Mac OS X users:
GIZA++ is written for Linux, so you may need to do some modifications to install.
http://catherinegasnier.blogspot.jp/2014/04/install-giza-107-on-mac-osx-1092.html
git clone https://github.com/delihiros/pseudogen.git
cd pseudogen
./tool_setup.sh
Usage
Download and extract corpus from annotated Django source code.
mkdir data
cd data
wget -O- http://ahclab.naist.jp/pseudogen/en-django.tar.gz | tar zxvf -
mv en-django/all.* .
../train-pseudogen.sh -p all.code -e all.anno
../run-pseudogen.sh -f tune/travatar.ini
# input Python code you want to translate
# in some environments, you may need to press Ctrl+D few times in order to start tranlating
How does Pseudogen work?
Papers
Tools Used
GIZA++to make alignmentTravatarto train Tree-to-String machine translation modelmtevalto evaluate