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60 lines
1.9 KiB
Python
60 lines
1.9 KiB
Python
# coding=utf-8
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# Copyright 2018 HuggingFace Inc..
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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from __future__ import absolute_import
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from __future__ import division
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from __future__ import print_function
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import sys
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import unittest
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import argparse
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import logging
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try:
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# python 3.4+ can use builtin unittest.mock instead of mock package
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from unittest.mock import patch
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except ImportError:
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from mock import patch
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import run_glue
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logging.basicConfig(level=logging.DEBUG)
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logger = logging.getLogger()
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def get_setup_file():
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parser = argparse.ArgumentParser()
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parser.add_argument('-f')
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args = parser.parse_args()
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return args.f
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class ExamplesTests(unittest.TestCase):
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def test_run_glue(self):
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stream_handler = logging.StreamHandler(sys.stdout)
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logger.addHandler(stream_handler)
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testargs = ["run_glue.py", "--data_dir=./examples/tests_samples/MRPC/",
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"--task_name=mrpc", "--do_train", "--do_eval", "--output_dir=./examples/tests_samples/temp_dir",
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"--train_batch_size=4", "--eval_batch_size=2", "--num_train_epochs=2.0", "--overwrite_output_dir"]
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model_name = "--model_name=bert-base-uncased"
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with patch.object(sys, 'argv', testargs + [model_name]):
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result = run_glue.main()
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for value in result.values():
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self.assertGreaterEqual(value, 0.75)
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if __name__ == "__main__":
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unittest.main()
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