



"""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 							_UpperCAmelCase							( a		,unittest.TestCase      ):





     '''simple docstring'''



     a__									=MgpstrTokenizer
     a__									=False
     a__									={}
     a__									=False





     def  __lowerCAmelCase	(					self		)							->					List[Any]:
         super().setUp()

         # fmt: off
         _UpperCAmelCase							:  List[str]											=    ['''[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
         _UpperCAmelCase							:  Optional[Any]											=    dict(zip(A       ,	range(len(A		)		)		)		)

         _UpperCAmelCase							:  Union[str, Any]											=    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  __lowerCAmelCase	(					self       ,	**A		)							->					List[str]:
         return MgpstrTokenizer.from_pretrained(self.tmpdirname       ,	**A		)





     def  __lowerCAmelCase	(					self       ,	A		)							->					Dict:
         _UpperCAmelCase							:  int											=    '''tester'''
         _UpperCAmelCase							:  Tuple											=    '''tester'''
         return input_text, output_text





     @unittest.skip('''MGP-STR always lower cases letters.'''		)
     def  __lowerCAmelCase	(					self		)							->					str:
         pass





     def  __lowerCAmelCase	(					self		)							->					Optional[int]:
         _UpperCAmelCase							:  Optional[Any]											=    self.get_tokenizers(do_lower_case=A		)
         for tokenizer in tokenizers:
             with self.subTest(f'{tokenizer.__class__.__name__}'		):
                 _UpperCAmelCase							:  Optional[int]											=    '''[SPECIAL_TOKEN]'''

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

                 _UpperCAmelCase							:  Union[str, Any]											=    tokenizer.decode(A       ,	skip_special_tokens=A		)
                 self.assertTrue(special_token not in decoded		)





     def  __lowerCAmelCase	(					self		)							->					Any:
         _UpperCAmelCase							:  Union[str, Any]											=    self.get_tokenizers()
         for tokenizer in tokenizers:
             with self.subTest(f'{tokenizer.__class__.__name__}'		):
                 _UpperCAmelCase							,				_UpperCAmelCase							:  List[Any]											=    self.get_input_output_texts(A		)

                 _UpperCAmelCase							:  str											=    tokenizer.tokenize(A		)
                 _UpperCAmelCase							:  Any											=    tokenizer.convert_tokens_to_ids(A		)
                 _UpperCAmelCase							:  Dict											=    tokenizer.encode(A       ,	add_special_tokens=A		)
                 self.assertListEqual(A       ,	A		)

                 _UpperCAmelCase							:  List[Any]											=    tokenizer.convert_ids_to_tokens(A		)
                 self.assertNotEqual(len(A		)       ,	0		)
                 _UpperCAmelCase							:  List[Any]											=    tokenizer.decode(A		)
                 self.assertIsInstance(A       ,	A		)

                 self.assertEqual(text_a.replace(''' '''       ,	''''''		)       ,	A		)





     @unittest.skip('''MGP-STR tokenizer only handles one sequence.'''		)
     def  __lowerCAmelCase	(					self		)							->					Dict:
         pass





     @unittest.skip('''inputs cannot be pretokenized in MgpstrTokenizer'''		)
     def  __lowerCAmelCase	(					self		)							->					Union[str, Any]:
         pass







"""simple docstring"""
import math

from numpy import inf
from scipy.integrate import quad





def  lowerCamelCase_						(UpperCamelCase__		:		float							):
    if num <= 0:
        raise ValueError('''math domain error'''							)

    return quad(UpperCamelCase__     ,       0     ,       UpperCamelCase__     ,       args=(UpperCamelCase__)							)[0]





def  lowerCamelCase_						(UpperCamelCase__		:		float     ,       UpperCamelCase__		:		float							):
    return math.pow(UpperCamelCase__     ,       z - 1							) * math.exp(-x							)


if __name__ == "__main__":
  from doctest import testmod

  testmod()


