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+#!/bin/bash
+#
+# Copyright © 2019 Yiğit Sever <yigit.sever@tedu.edu.tr>
+#
+# 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.
+#
+#
+
+ROOT="$(pwd)"
+SCRIPTS="${ROOT}/scripts"
+WNET="${ROOT}/wordnets"
+EMBS="${ROOT}/embeddings"
+DICT="${ROOT}/dictionaries"
+
+TRAIN_DIR="${DICT}/train"
+TEST_DIR="${DICT}/test"
+
+TAB_DIR="${WNET}/tab_files"
+READY="${WNET}/ready"
+mkdir -p "${WNET}"
+
+wget -nc -q http://compling.hss.ntu.edu.sg/omw/wns/bul.zip -P "${WNET}"
+unzip -o -q "${WNET}/bul.zip" -d "${WNET}"
+
+mkdir -p "${TAB_DIR}"
+"${SCRIPTS}/tab_creator.pl" "${WNET}/bul/wn-data-bul.tab" "${TAB_DIR}"
+
+python "${SCRIPTS}/prep_lookup.py" -s "en" -t "bg"
+
+mkdir -p "${READY}"
+mv "${ROOT}"/*.def "${READY}"
+
+mkdir -p "${DICT}"
+
+wget -nc -q https://object.pouta.csc.fi/OPUS-OpenSubtitles/v2018/dic/bg-en.dic.gz -P "${DICT}" # Bulgarian - English
+gunzip -q "${DICT}/bg-en.dic.gz"
+
+export LC_CTYPE=en_US.UTF-8
+export LC_ALL=en_US.UTF-8
+
+perl "${SCRIPTS}/train_dic_creator.pl" "en" "bg" "${DICT}"
+
+mkdir -p "${TRAIN_DIR}"
+mkdir -p "${TEST_DIR}"
+
+mv "${DICT}"/*.train "${TRAIN_DIR}"
+mv "${DICT}"/*.test "${TEST_DIR}"
+rm -f "${DICT}"/*.dic
+
+wget -nc -q https://dl.fbaipublicfiles.com/fasttext/vectors-crawl/cc.bg.300.vec.gz -P "${EMBS}" # Bulgarian
+wget -nc -q https://dl.fbaipublicfiles.com/fasttext/vectors-english/crawl-300d-2M.vec.zip -P "${EMBS}" # English
+mv "${EMBS}/cc.bg.300.vec" "${EMBS}/bg.vec"
+gunzip "${EMBS}/cc.bg.300.vec.gz"
+mv "${EMBS}/cc.bg.300.vec" "${EMBS}/bg.vec"
+unzip -q "${EMBS}/crawl-300d-2M.vec.zip" -d "${EMBS}"
+mv "${EMBS}/crawl-300d-2M.vec" "${EMBS}/en.vec"
+
+
+for lang_code in bg en; do
+    sed -i '1,500001!d' "${EMBS}/${lang_code}.vec"
+    sed -i '1 s/^.*$/500000 300/' "${EMBS}/${lang_code}.vec"
+done
+
+python "${ROOT}/vecmap/map_embeddings.py" --supervised \
+    "${TRAIN_DIC_DIR}/en_bg.train" \
+    "${EMBS}/en.vec" \
+    "${EMBS}/bg.vec" \
+    "${MAP_TO}/en_to_bg.vec" \
+    "${MAP_TO}/bg_to_en.vec" > /dev/null 2>&1