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get-data-para.sh
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# Copyright (c) 2019-present, Facebook, Inc.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
#
#
# Usage: ./get-data-para.sh $lg_pair
#
set -e
pair=$1 # input language pair
# data paths
MAIN_PATH=$PWD
PARA_PATH=$PWD/data/para
# tools paths
TOOLS_PATH=$PWD/tools
TOKENIZE=$TOOLS_PATH/tokenize.sh
LOWER_REMOVE_ACCENT=$TOOLS_PATH/lowercase_and_remove_accent.py
# install tools
./install-tools.sh
# create directories
mkdir -p $PARA_PATH
#
# Download and uncompress data
#
# ar-en
if [ $pair == "ar-en" ]; then
# OpenSubtitles 2018
# wget -c http://opus.nlpl.eu/download.php?f=OpenSubtitles2018%2Far-en.txt.zip -P $PARA_PATH
# MultiUN
wget -c http://opus.nlpl.eu/download.php?f=MultiUN%2Far-en.txt.zip -P $PARA_PATH
unzip -u $PARA_PATH/download.php?f=MultiUN%2Far-en.txt.zip -d $PARA_PATH
fi
# bg-en
if [ $pair == "bg-en" ]; then
# OpenSubtitles 2018
# wget -c http://opus.nlpl.eu/download.php?f=OpenSubtitles2018%2Fbg-en.txt.zip -P $PARA_PATH
# EU Bookshop
wget -c http://opus.nlpl.eu/download.php?f=EUbookshop%2Fbg-en.txt.zip -P $PARA_PATH
unzip -u $PARA_PATH/download.php?f=EUbookshop%2Fbg-en.txt.zip -d $PARA_PATH
# Europarl
wget -c http://opus.nlpl.eu/download.php?f=Europarl%2Fbg-en.txt.zip -P $PARA_PATH
unzip -u $PARA_PATH/download.php?f=Europarl%2Fbg-en.txt.zip -d $PARA_PATH
fi
# de-en
if [ $pair == "de-en" ]; then
# OpenSubtitles 2018
# wget -c http://opus.nlpl.eu/download.php?f=OpenSubtitles2018%2Fde-en.txt.zip -P $PARA_PATH
# EU Bookshop
wget -c http://opus.nlpl.eu/download.php?f=EUbookshop%2Fde-en.txt.zip -P $PARA_PATH
unzip -u $PARA_PATH/download.php?f=EUbookshop%2Fde-en.txt.zip -d $PARA_PATH
fi
# el-en
if [ $pair == "el-en" ]; then
# OpenSubtitles 2018
# wget -c http://opus.nlpl.eu/download.php?f=OpenSubtitles2018%2Fel-en.txt.zip -P $PARA_PATH
# EU Bookshop
wget -c http://opus.nlpl.eu/download.php?f=EUbookshop%2Fel-en.txt.zip -P $PARA_PATH
unzip -u $PARA_PATH/download.php?f=EUbookshop%2Fel-en.txt.zip -d $PARA_PATH
fi
# en-es
if [ $pair == "en-es" ]; then
# OpenSubtitles 2018
# wget -c http://opus.nlpl.eu/download.php?f=OpenSubtitles2018%2Fen-es.txt.zip -P $PARA_PATH
# EU Bookshop
# wget -c http://opus.nlpl.eu/download.php?f=EUbookshop%2Fen-es.txt.zip -P $PARA_PATH
# MultiUN
wget -c https://object.pouta.csc.fi/OPUS-MultiUN/v1/moses/en-es.txt.zip -P $PARA_PATH
unzip -u $PARA_PATH/en-es.txt.zip -d $PARA_PATH
fi
# en-fr
if [ $pair == "en-fr" ]; then
echo "Download parallel data for English-Hindi"
# OpenSubtitles 2018
# wget -c http://opus.nlpl.eu/download.php?f=OpenSubtitles2018%2Fen-fr.txt.zip -P $PARA_PATH
# EU Bookshop
# wget -c http://opus.nlpl.eu/download.php?f=EUbookshop%2Fen-fr.txt.zip -P $PARA_PATH
# MultiUN
wget -c https://object.pouta.csc.fi/OPUS-MultiUN/v1/moses/en-fr.txt.zip -P $PARA_PATH
unzip -u $PARA_PATH/en-fr.txt.zip -d $PARA_PATH
fi
# en-hi
#if [ $pair == "en-hi" ]; then
# echo "Download parallel data for English-Hindi"
# IIT Bombay English-Hindi Parallel Corpus
# wget -c http://www.cfilt.iitb.ac.in/iitb_parallel/iitb_corpus_download/parallel.tgz -P $PARA_PATH
# tar -xvzf $PARA_PATH/parallel.tgz --directory $PARA_PATH
#fi
# en-ru
if [ $pair == "en-ru" ]; then
echo "Download parallel data for English-Russian"
# OpenSubtitles 2018
# wget -c http://opus.nlpl.eu/download.php?f=OpenSubtitles2018%2Fen-ru.txt.zip -P $PARA_PATH
# MultiUN
wget -c http://opus.nlpl.eu/download.php?f=MultiUN%2Fen-ru.txt.zip -P $PARA_PATH
unzip -u download.php?f=MultiUN%2Fen-ru.txt.zip -d $PARA_PATH
fi
# en-sw
if [ $pair == "en-sw" ]; then
echo "Download parallel data for English-Swahili"
# Tanzil
wget -c http://opus.nlpl.eu/download.php?f=Tanzil%2Fen-sw.txt.zip -P $PARA_PATH
unzip -u download.php?f=Tanzil%2Fen-sw.txt.zip -d $PARA_PATH
# GlobalVoices
wget -c http://opus.nlpl.eu/download.php?f=GlobalVoices%2Fen-sw.txt.zip -P $PARA_PATH
unzip -u download.php?f=GlobalVoices%2Fen-sw.txt.zip -d $PARA_PATH
fi
# en-th
if [ $pair == "en-th" ]; then
echo "Download parallel data for English-Thai"
# OpenSubtitles 2018
wget -c http://opus.nlpl.eu/download.php?f=OpenSubtitles2018%2Fen-th.txt.zip -P $PARA_PATH
unzip -u $PARA_PATH/download.php?f=OpenSubtitles2018%2Fen-th.txt.zip -d $PARA_PATH
fi
# en-tr
if [ $pair == "en-tr" ]; then
echo "Download parallel data for English-Turkish"
# OpenSubtitles 2018
# wget -c http://opus.nlpl.eu/download.php?f=OpenSubtitles2018%2Fen-tr.txt.zip -P $PARA_PATH
# SETIMES2
wget -c http://opus.nlpl.eu/download.php?f=SETIMES2%2Fen-tr.txt.zip -P $PARA_PATH
unzip -u $PARA_PATH/download.php?f=SETIMES2%2Fen-tr.txt.zip -d $PARA_PATH
# Wikipedia
wget -c http://opus.nlpl.eu/download.php?f=Wikipedia%2Fen-tr.txt.zip -P $PARA_PATH
unzip -u $PARA_PATH/download.php?f=Wikipedia%2Fen-tr.txt.zip -d $PARA_PATH
# TED
wget -c https://object.pouta.csc.fi/OPUS-TED2013/v1.1/moses/en-tr.txt.zip -P $PARA_PATH
unzip -u $PARA_PATH/en-tr.txt.zip -d $PARA_PATH
fi
# en-ur
if [ $pair == "en-ur" ]; then
echo "Download parallel data for English-Urdu"
# OpenSubtitles 2018
# wget -c http://opus.nlpl.eu/download.php?f=OpenSubtitles2018%2Fen-ur.txt.zip -P $PARA_PATH
# Tanzil
wget -c http://opus.nlpl.eu/download.php?f=Tanzil%2Fen-ur.txt.zip -P $PARA_PATH
unzip -u $PARA_PATH/download.php?f=Tanzil%2Fen-ur.txt.zip -d $PARA_PATH
fi
# en-vi
if [ $pair == "en-vi" ]; then
echo "Download parallel data for English-Vietnamese"
# OpenSubtitles 2018
wget -c http://opus.nlpl.eu/download.php?f=OpenSubtitles2018%2Fen-vi.txt.zip -P $PARA_PATH
unzip -u $PARA_PATH/download.php?f=OpenSubtitles2018%2Fen-vi.txt.zip -d $PARA_PATH
fi
# en-zh
if [ $pair == "en-zh" ]; then
echo "Download parallel data for English-Chinese"
# OpenSubtitles 2016
# wget -c http://opus.nlpl.eu/download.php?f=OpenSubtitles2016%2Fen-zh.txt.zip -P $PARA_PATH
# MultiUN
wget -c http://opus.nlpl.eu/download.php?f=MultiUN%2Fen-zh.txt.zip -P $PARA_PATH
unzip -u $PARA_PATH/download.php?f=MultiUN%2Fen-zh.txt.zip -d $PARA_PATH
fi
#
# Tokenize and preprocess data
#
# tokenize
DATAPATH=$PARA_PATH/parallel
for lg in $(echo $pair | sed -e 's/\-/ /g'); do
if [ ! -f $PARA_PATH/$pair.$lg.all ]; then
cat $DATAPATH/*.$pair.$lg | $TOKENIZE $lg | python $LOWER_REMOVE_ACCENT > $PARA_PATH/$pair.$lg.all
fi
done
# split into train / valid / test
split_data() {
get_seeded_random() {
seed="$1"; openssl enc -aes-256-ctr -pass pass:"$seed" -nosalt </dev/zero 2>/dev/null
};
NLINES=`wc -l $1 | awk -F " " '{print $1}'`;
NTRAIN=$((NLINES - 10000));
NVAL=$((NTRAIN + 5000));
shuf --random-source=<(get_seeded_random 42) $1 | head -$NTRAIN > $2;
shuf --random-source=<(get_seeded_random 42) $1 | head -$NVAL | tail -5000 > $3;
shuf --random-source=<(get_seeded_random 42) $1 | tail -5000 > $4;
}
for lg in $(echo $pair | sed -e 's/\-/ /g'); do
split_data $PARA_PATH/$pair.$lg.all $PARA_PATH/$pair.$lg.train $PARA_PATH/$pair.$lg.valid $PARA_PATH/$pair.$lg.test
done