transformers/examples/translation/t5/test_t5_examples.py
Patrick von Platen ae6834e028
[Examples] Clean summarization and translation example testing files for T5 and Bart (#3514)
* fix conflicts

* add model size argument to summarization

* correct wrong import

* fix isort

* correct imports

* other isort make style

* make style
2020-03-31 17:54:13 +02:00

51 lines
1.5 KiB
Python

import logging
import sys
import tempfile
import unittest
from pathlib import Path
from unittest.mock import patch
from .evaluate_wmt import run_generate
text = ["When Liana Barrientos was 23 years old, she got married in Westchester County."]
translation = ["Als Liana Barrientos 23 Jahre alt war, heiratete sie in Westchester County."]
output_file_name = "output_t5_trans.txt"
score_file_name = "score_t5_trans.txt"
logging.basicConfig(level=logging.DEBUG)
logger = logging.getLogger()
class TestT5Examples(unittest.TestCase):
def test_t5_cli(self):
stream_handler = logging.StreamHandler(sys.stdout)
logger.addHandler(stream_handler)
tmp_source = Path(tempfile.gettempdir()) / "utest_generations_t5_trans.hypo"
with tmp_source.open("w") as f:
f.write("\n".join(text))
tmp_target = Path(tempfile.gettempdir()) / "utest_generations_t5_trans.target"
with tmp_target.open("w") as f:
f.write("\n".join(translation))
output_file_name = Path(tempfile.gettempdir()) / "utest_output_trans.hypo"
score_file_name = Path(tempfile.gettempdir()) / "utest_score.hypo"
testargs = [
"evaluate_wmt.py",
"t5-small",
str(tmp_source),
str(output_file_name),
str(tmp_target),
str(score_file_name),
]
with patch.object(sys, "argv", testargs):
run_generate()
self.assertTrue(Path(output_file_name).exists())
self.assertTrue(Path(score_file_name).exists())