cleaning up tokenizer tests structure (at last) - last remaining ppb refs
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@@ -20,13 +20,17 @@ import json
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from pytorch_transformers.tokenization_openai import OpenAIGPTTokenizer, VOCAB_FILES_NAMES
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from .tokenization_tests_commons import create_and_check_tokenizer_commons, TemporaryDirectory
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from .tokenization_tests_commons import CommonTestCases
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class OpenAIGPTTokenizationTest(unittest.TestCase):
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class OpenAIGPTTokenizationTest(CommonTestCases.CommonTokenizerTester):
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def test_full_tokenizer(self):
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""" Adapted from Sennrich et al. 2015 and https://github.com/rsennrich/subword-nmt """
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tokenizer_class = OpenAIGPTTokenizer
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def setUp(self):
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super(OpenAIGPTTokenizationTest, self).setUp()
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# Adapted from Sennrich et al. 2015 and https://github.com/rsennrich/subword-nmt
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vocab = ["l", "o", "w", "e", "r", "s", "t", "i", "d", "n",
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"w</w>", "r</w>", "t</w>",
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"lo", "low", "er</w>",
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@@ -34,30 +38,34 @@ class OpenAIGPTTokenizationTest(unittest.TestCase):
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vocab_tokens = dict(zip(vocab, range(len(vocab))))
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merges = ["#version: 0.2", "l o", "lo w", "e r</w>", ""]
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with TemporaryDirectory() as tmpdirname:
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vocab_file = os.path.join(tmpdirname, VOCAB_FILES_NAMES['vocab_file'])
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merges_file = os.path.join(tmpdirname, VOCAB_FILES_NAMES['merges_file'])
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with open(vocab_file, "w") as fp:
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fp.write(json.dumps(vocab_tokens))
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with open(merges_file, "w") as fp:
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fp.write("\n".join(merges))
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self.vocab_file = os.path.join(self.tmpdirname, VOCAB_FILES_NAMES['vocab_file'])
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self.merges_file = os.path.join(self.tmpdirname, VOCAB_FILES_NAMES['merges_file'])
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with open(self.vocab_file, "w") as fp:
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fp.write(json.dumps(vocab_tokens))
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with open(self.merges_file, "w") as fp:
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fp.write("\n".join(merges))
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input_text = u"lower newer"
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output_text = u"lower newer"
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def get_tokenizer(self):
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return OpenAIGPTTokenizer.from_pretrained(self.tmpdirname)
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create_and_check_tokenizer_commons(self, input_text, output_text, OpenAIGPTTokenizer, tmpdirname)
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def get_input_output_texts(self):
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input_text = u"lower newer"
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output_text = u"lower newer"
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return input_text, output_text
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tokenizer = OpenAIGPTTokenizer(vocab_file, merges_file)
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text = "lower"
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bpe_tokens = ["low", "er</w>"]
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tokens = tokenizer.tokenize(text)
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self.assertListEqual(tokens, bpe_tokens)
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def test_full_tokenizer(self):
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tokenizer = OpenAIGPTTokenizer(self.vocab_file, self.merges_file)
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input_tokens = tokens + ["<unk>"]
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input_bpe_tokens = [14, 15, 20]
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self.assertListEqual(
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tokenizer.convert_tokens_to_ids(input_tokens), input_bpe_tokens)
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text = "lower"
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bpe_tokens = ["low", "er</w>"]
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tokens = tokenizer.tokenize(text)
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self.assertListEqual(tokens, bpe_tokens)
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input_tokens = tokens + ["<unk>"]
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input_bpe_tokens = [14, 15, 20]
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self.assertListEqual(
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tokenizer.convert_tokens_to_ids(input_tokens), input_bpe_tokens)
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if __name__ == '__main__':
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