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transliterate.py
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transliterate.py
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#!/usr/bin/env python3
# This software is under the 3-Clause BSD License
#
# Copyright (c) 2021, Orange S.A.
#
# Redistribution and use in source and binary forms, with or without modification,
# are permitted provided that the following conditions are met:
#
# 1. Redistributions of source code must retain the above copyright notice,
# this list of conditions and the following disclaimer.
#
# 2. Redistributions in binary form must reproduce the above copyright notice,
# this list of conditions and the following disclaimer in the documentation
# and/or other materials provided with the distribution.
#
# 3. Neither the name of the copyright holder nor the names of its contributors
# may be used to endorse or promote products derived from this software without
# specific prior written permission.
#
# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
# AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO,
# THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
# ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE
# FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
# (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
# LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND
# ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
# (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF
# THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
#
# @author Johannes Heinecke
# @version 2.14.0 as of 12th December 2021
# transliterate into the latin script
import sys
import os
import json
import re
import collections
class Transliterator:
def __init__(self, datafile, language):
if datafile:
defp = open(datafile)
else:
defp = open(os.path.dirname(__file__) + "/translit.json")
self.data = json.load(defp)
if not language in self.data:
print("unknown language/alphabet")
print("available languages/alphabets")
for lg in self.data:
print("\t", lg)
raise Exception("unknown language <%s>" % language)
else:
if isinstance(self.data[language], str):
pointer = self.data[language][1:]
if not pointer in self.data:
print("%s: pointing to unknown language/alphabet" % pointer)
raise Exception("unknown language")
language = pointer
replacements = self.data[language].items()
self.newreplacements = []
for k,v in replacements:
self.newreplacements.append((re.compile(k), v))
def transliterate(self, text):
for k,v in self.newreplacements:
text = k.sub(v, text)
return text
class RWconllu:
def __init__(self, datafile, language, conllufile, outfile,
overwrite=False, sentence=False,
forms=True, lemmas=False):
self.tl = Transliterator(datafile, language)
ifp = open(conllufile)
if outfile:
ofp = open(outfile, "w")
else:
ofp = sys.stdout
allforms = []
comments = collections.OrderedDict()
words = []
for i,line in enumerate(ifp):
line = line.rstrip()
if not line:
if sentence:
tl = self.tl.transliterate("".join(allforms) + " ")
comments["# translit"] = tl.rstrip()
for k,v in comments.items():
if v:
print("%s = %s" % (k,v), file=ofp)
else:
print(k, file=ofp)
for c in words:
print(c, file=ofp)
print("", file=ofp)
comments = collections.OrderedDict()
words = []
allforms = []
else:
if line[0] == "#":
elems = line.split("=", 1)
if len(elems) == 1:
comments[line.strip()] = ""
else:
comments[elems[0].strip()] = elems[1].strip()
else:
cols = line.split("\t")
if len(cols) < 10:
self.errmsg(i, "invalid CoNLL-U length of %d" % len(cols))
continue
#print("LL", line)
if "-" in cols[0]:
words.append(line)
else:
form = cols[1]
lemma = cols[2]
allforms.append(form)
miscs = self.getmiscs(cols[9], i)
if "SpaceAfter" in miscs: # =No
# no spaces
pass
elif "SpacesAfter" in miscs:
sa = miscs["SpacesAfter"]
sa = sa.replace("\\s", " ").replace("\\t", "\t").replace("\\n", " ")
allforms.append(sa)
else:
allforms.append(" ")
if forms:
if "Translit" in miscs:
if overwrite:
tl = self.tl.transliterate(form + " ")
miscs["Translit"] = "%s" % tl.rstrip()
cols[9] = self.misc2str(miscs)
else:
tl = self.tl.transliterate(form + " ")
miscs["Translit"] = "%s" % tl.rstrip()
cols[9] = self.misc2str(miscs)
if lemmas:
if "LTranslit" in miscs:
if overwrite:
tl = self.tl.transliterate(lemma + " ")
miscs["LTranslit"] = "%s" % tl.rstrip()
cols[9] = self.misc2str(miscs)
else:
tl = self.tl.transliterate(lemma + " ")
miscs["LTranslit"] = "%s" % tl.rstrip()
cols[9] = self.misc2str(miscs)
words.append("\t".join(cols))
# last block
for c in comments:
print(c, file=ofp)
for c in words:
print(c, file=ofp)
def misc2str(self, miscs):
m = []
for k,v in miscs.items():
m.append("%s=%s" % (k,v))
return "|".join(m)
def getmiscs(self, misccol, i):
if misccol == "_":
return {}
else:
elems = misccol.split("|")
m = collections.OrderedDict()
for elem in elems:
if not "=" in elem:
self.errmsg(i, "MISC key without value: <%s>" % elem)
m[elem] = None
else:
k,v = elem.split("=", 1)
m[k] = v
return m
def errmsg(self, linenr, msg):
print("%5d: %s" % (linenr, msg), file=sys.stderr)
if __name__ == "__main__":
import argparse
parser = argparse.ArgumentParser()
parser.add_argument("--outfile", "-o", default=None, type=str, help="output file")
parser.add_argument("--infile", "-i", default=None, required=True, type=str, help="input file")
parser.add_argument("--data", "-d", default=None, required=None, type=str, help="data file (default translit.json)")
parser.add_argument("--language", "-l", default=None, required=True, type=str, help="script/language to transliterate")
parser.add_argument("--lemmas", default=False, action="store_true", help="transliterate lemmas")
parser.add_argument("--noforms", default=False, action="store_true", help="do not transliterate forms")
parser.add_argument("--raw", default=False, action="store_true", help="raw text, transliterate everything")
parser.add_argument("--overwrite", default=False, action="store_true", help="overwrite existing transliteration in MISC:Translit and in # translit")
parser.add_argument("--sentence", default=False, action="store_true", help="add sentence transliteration by concatening forms")
if len(sys.argv) < 2:
parser.print_help()
else:
args = parser.parse_args()
try:
tl = Transliterator(args.data,
args.language)
if args.raw:
ifp = open(args.infile)
if args.outfile:
ofp = open(args.outfile, "w")
else:
ofp = sys.stdout
for line in ifp:
print(tl.transliterate(line), end="")
else:
rw = RWconllu(args.data,
args.language, args.infile, args.outfile,
overwrite=args.overwrite, sentence=args.sentence,
forms=not args.noforms, lemmas=args.lemmas)
except Exception as e:
import traceback
traceback.print_tb(sys.exc_info()[2])
print("Error:" , e, file=sys.stderr)