72 lines
2.5 KiB
Python
72 lines
2.5 KiB
Python
|
import argparse
|
||
|
|
import os
|
||
|
|
import shutil
|
||
|
|
import codecs
|
||
|
|
import re
|
||
|
|
|
||
|
|
import classla
|
||
|
|
from classla import Document
|
||
|
|
from classla.models.common.conll import CoNLLFile
|
||
|
|
|
||
|
|
from constants import *
|
||
|
|
|
||
|
|
arg_parser = argparse.ArgumentParser(description='Parse Slovene strings and convert to TEI.')
|
||
|
|
arg_parser.add_argument('-inlist', type=str, help='Input list file')
|
||
|
|
arg_parser.add_argument('-outtei', type=str, help='Output TEI file')
|
||
|
|
arguments = arg_parser.parse_args()
|
||
|
|
input_file_name = arguments.infile
|
||
|
|
output_file_name = arguments.outfile
|
||
|
|
|
||
|
|
NLP_CONFIG_MAP = {
|
||
|
|
'treebank': 'sl_ssj_jos',
|
||
|
|
'processors': 'tokenize,pos,lemma,depparse',
|
||
|
|
'tokenize_pretokenized': True,
|
||
|
|
'models_dir': CLASSLA_MODELS_DIRECTORY
|
||
|
|
}
|
||
|
|
|
||
|
|
XML_ID_PREFIX = 's'
|
||
|
|
|
||
|
|
def run_pipeline(input_file_name, output_file_name):
|
||
|
|
shutil.rmtree(TMP_DIRECTORY, True)
|
||
|
|
os.makedirs(TMP_DIRECTORY, exist_ok=True)
|
||
|
|
shutil.copyfile(input_file_name, STRING_LIST_FILE_NAME)
|
||
|
|
run_obeliks4J(STRING_LIST_FILE_NAME, OBELIKS_RAW_FILE_NAME)
|
||
|
|
fix_xml_ids(OBELIKS_RAW_FILE_NAME, OBELIKS_TWEAKED_FILE_NAME)
|
||
|
|
run_classla(OBELIKS_TWEAKED_FILE_NAME, CLASSLA_FILE_NAME)
|
||
|
|
run_tei_conversion(CLASSLA_FILE_NAME, TEI_INIT_FILE_NAME)
|
||
|
|
shutil.copyfile(TEI_INIT_FILE_NAME, output_file_name)
|
||
|
|
|
||
|
|
def run_obeliks4J(obeliks_file_name, classla_file_name):
|
||
|
|
print('Running obeliks ...')
|
||
|
|
obeliks_command = 'java -jar ' + OBELIKS_JAR_FILE_NAME + ' -d -if ' + STRING_LIST_FILE_NAME + ' -o ' + OBELIKS_RAW_FILE_NAME
|
||
|
|
os.system(obeliks_command)
|
||
|
|
|
||
|
|
def fix_xml_ids(input_file_name, output_file_name):
|
||
|
|
print('Fixing xml ids ...')
|
||
|
|
output_file = codecs.open(output_file_name, 'w')
|
||
|
|
input_file = codecs.open(input_file_name, 'r')
|
||
|
|
regexp = r'^(# sent_id = )(\d+\.\d+)$'
|
||
|
|
for line in input_file:
|
||
|
|
match = re.search(regexp, line)
|
||
|
|
if (match):
|
||
|
|
line = match.group(1) + XML_ID_PREFIX + match.group(2) + '\n'
|
||
|
|
output_file.write(line)
|
||
|
|
input_file.close()
|
||
|
|
output_file.close()
|
||
|
|
|
||
|
|
def run_classla(obeliks_file_name, classla_file_name):
|
||
|
|
print('Running classla ...')
|
||
|
|
doc = Document(text=None)
|
||
|
|
conll_file = CoNLLFile(filename=obeliks_file_name)
|
||
|
|
doc.conll_file = conll_file
|
||
|
|
nlp = classla.Pipeline('sl', **NLP_CONFIG_MAP)
|
||
|
|
result = nlp(doc)
|
||
|
|
result.conll_file.write_conll(classla_file_name)
|
||
|
|
|
||
|
|
def run_tei_conversion(classla_file_name, tei_file_name):
|
||
|
|
print('Converting to tei ...')
|
||
|
|
convert_command = ' '.join(['python', CONLLU_TEI_SCRIPT_NAME, classla_file_name, tei_file_name, '--translate', TRANSLATION_FILE_NAME])
|
||
|
|
os.system(convert_command)
|
||
|
|
|
||
|
|
run_pipeline(input_file_name, output_file_name)
|