
'''simple docstring'''






import json
import os
import unittest

from transformers import MgpstrTokenizer
from transformers.models.mgp_str.tokenization_mgp_str import VOCAB_FILES_NAMES
from transformers.testing_utils import require_tokenizers

from ...test_tokenization_common import TokenizerTesterMixin




@require_tokenizers
class     __snake_case		(   a__    ,   unittest.TestCase):
					_lowerCAmelCase			     =	MgpstrTokenizer
					_lowerCAmelCase			     =	False
					_lowerCAmelCase			     =	{}
					_lowerCAmelCase			     =	False
					def     UpperCAmelCase_							(     self      ):

									"""simple docstring"""


									super().setUp()

									# fmt: off
									lowerCamelCase					:			Optional[Any]									= ['[GO]', '[s]', '0', '1', '2', '3', '4', '5', '6', '7', '8', '9', 'a', 'b', 'c', 'd', 'e', 'f', 'g', 'h', 'i', 'j', 'k', 'l', 'm', 'n', 'o', 'p', 'q', 'r', 's', 't', 'u', 'v', 'w', 'x', 'y', 'z']
									# fmt: on
									lowerCamelCase					:			Dict									= dict(zip(A,    range(len(A      )      )      )      )

									lowerCamelCase					:			List[str]									= os.path.join(self.tmpdirname,    VOCAB_FILES_NAMES['vocab_file']      )
									with open(self.vocab_file,    'w',    encoding='utf-8'      ) as fp:
													fp.write(json.dumps(A      ) + '\n'      )
					def     UpperCAmelCase_							(     self,    **A      ):

									"""simple docstring"""


									return MgpstrTokenizer.from_pretrained(self.tmpdirname,    **A      )
					def     UpperCAmelCase_							(     self,    A      ):

									"""simple docstring"""


									lowerCamelCase					:			Dict									= 'tester'
									lowerCamelCase					:			str									= 'tester'
									return input_text, output_text
					@unittest.skip('MGP-STR always lower cases letters.'      )
					def     UpperCAmelCase_							(     self      ):

									"""simple docstring"""


									pass
					def     UpperCAmelCase_							(     self      ):

									"""simple docstring"""


									lowerCamelCase					:			int									= self.get_tokenizers(do_lower_case=A      )
									for tokenizer in tokenizers:
													with self.subTest(F'''{tokenizer.__class__.__name__}'''      ):
																	lowerCamelCase					:			Tuple									= '[SPECIAL_TOKEN]'

																	tokenizer.add_special_tokens({'cls_token': special_token}      )
																	lowerCamelCase					:			Any									= tokenizer.encode([special_token],    add_special_tokens=A      )
																	self.assertEqual(len(A      ),    1      )

																	lowerCamelCase					:			Tuple									= tokenizer.decode(A,    skip_special_tokens=A      )
																	self.assertTrue(special_token not in decoded      )
					def     UpperCAmelCase_							(     self      ):

									"""simple docstring"""


									lowerCamelCase					:			Tuple									= self.get_tokenizers()
									for tokenizer in tokenizers:
													with self.subTest(F'''{tokenizer.__class__.__name__}'''      ):
																	lowerCamelCase			, lowerCamelCase					:			str									= self.get_input_output_texts(A      )

																	lowerCamelCase					:			Union[str, Any]									= tokenizer.tokenize(A      )
																	lowerCamelCase					:			Tuple									= tokenizer.convert_tokens_to_ids(A      )
																	lowerCamelCase					:			List[str]									= tokenizer.encode(A,    add_special_tokens=A      )
																	self.assertListEqual(A,    A      )

																	lowerCamelCase					:			Optional[int]									= tokenizer.convert_ids_to_tokens(A      )
																	self.assertNotEqual(len(A      ),    0      )
																	lowerCamelCase					:			Union[str, Any]									= tokenizer.decode(A      )
																	self.assertIsInstance(A,    A      )

																	self.assertEqual(text_a.replace(' ',    ''      ),    A      )
					@unittest.skip('MGP-STR tokenizer only handles one sequence.'      )
					def     UpperCAmelCase_							(     self      ):

									"""simple docstring"""


									pass




					@unittest.skip('inputs cannot be pretokenized in MgpstrTokenizer'      )
					def     UpperCAmelCase_							(     self      ):

									"""simple docstring"""


									pass


'''simple docstring'''






import numpy as np





def    UpperCAmelCase							(  UpperCAmelCase__							:							np.array):
				return 1 / (1 + np.exp(-vector))


if __name__ == "__main__":
					import doctest

					doctest.testmod()
