cleaning up tokenizer tests structure (at last) - last remaining ppb refs

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thomwolf committed 2019-08-05 14:08:56 +02:00
1 parent 00132b7a7a
commit 328afb7097
16 files changed
+332 -233

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