parse_file.py

from argparse import ArgumentParser
from diaparser.parsers import Parser
from Tokenizer.src.tokenizer import split_into_sentences

parser = ArgumentParser()
parser.add_argument('--parser')
parser.add_argument('--infile')
args = parser.parse_args()
PARSER = Parser.load(args.parser)


def read_test_file(file):
    with open(file, 'r', encoding='utf-8') as infile:
        for line in infile:
            yield [tok for tok in ' '.join(split_into_sentences(line)).split()]

test_file = list(read_test_file(args.infile))


dataset = PARSER.predict(test_file, prob=True)
for i in dataset.sentences:
    print(i)