
'''simple docstring'''




import copy
import re





class  A				:
     __magic_name__						=		'''hp'''
     __magic_name__						=		{}
     __magic_name__						=		None





     @classmethod
     def 				__lowerCAmelCase							(							cls						,			SCREAMING_SNAKE_CASE						,			SCREAMING_SNAKE_CASE	) ->				List[Any]:






         """simple docstring"""






         A       :   Optional[int]					=						prefix
         A       :   List[str]					=						defaults
         cls.build_naming_info()





     @staticmethod
     def 				__lowerCAmelCase							(							SCREAMING_SNAKE_CASE						,			SCREAMING_SNAKE_CASE	) ->				List[str]:






         """simple docstring"""






         if len(SCREAMING_SNAKE_CASE	) == 0:
             return ""
         A       :   Any					=						None
         if any(char.isdigit() for char in word	):
             raise Exception(F'Parameters should not contain numbers: \'{word}\' contains a number'	)
         if word in info["short_word"]:
             return info["short_word"][word]
         for prefix_len in range(1						,			len(SCREAMING_SNAKE_CASE	) + 1	):
             A       :   Tuple					=						word[:prefix_len]
             if prefix in info["reverse_short_word"]:
                 continue
             else:
                 A       :   str					=						prefix
                 break

         if short_word is None:
             # Paranoid fallback
             def int_to_alphabetic(SCREAMING_SNAKE_CASE	):
                 A       :   Dict					=						''''''
                 while integer != 0:
                     A       :   str					=						chr(ord('''A'''	) + integer % 10	) + s
                     integer //= 10
                 return s

             A       :   Tuple					=						0
             while True:
                 A       :   Optional[int]					=						word + '''#''' + int_to_alphabetic(SCREAMING_SNAKE_CASE	)
                 if sword in info["reverse_short_word"]:
                     continue
                 else:
                     A       :   List[Any]					=						sword
                     break

         A       :   List[Any]					=						short_word
         A       :   str					=						word
         return short_word





     @staticmethod
     def 				__lowerCAmelCase							(							SCREAMING_SNAKE_CASE						,			SCREAMING_SNAKE_CASE	) ->				int:






         """simple docstring"""






         A       :   int					=						param_name.split('''_'''	)

         A       :   int					=						[TrialShortNamer.shortname_for_word(SCREAMING_SNAKE_CASE						,			SCREAMING_SNAKE_CASE	) for word in words]

         # We try to create a separatorless short name, but if there is a collision we have to fallback
         # to a separated short name
         A       :   Any					=						['''''', '''_''']

         for separator in separators:
             A       :   Union[str, Any]					=						separator.join(SCREAMING_SNAKE_CASE	)
             if shortname not in info["reverse_short_param"]:
                 A       :   Tuple					=						shortname
                 A       :   List[str]					=						param_name
                 return shortname

         return param_name





     @staticmethod
     def 				__lowerCAmelCase							(							SCREAMING_SNAKE_CASE						,			SCREAMING_SNAKE_CASE	) ->				Any:






         """simple docstring"""






         A       :   List[str]					=						TrialShortNamer.shortname_for_key(SCREAMING_SNAKE_CASE						,			SCREAMING_SNAKE_CASE	)
         A       :   str					=						short_name
         A       :   Optional[int]					=						param_name





     @classmethod
     def 				__lowerCAmelCase							(							cls	) ->				Union[str, Any]:






         """simple docstring"""






         if cls.NAMING_INFO is not None:
             return

         A       :   Any					=						{
             '''short_word''': {},
             '''reverse_short_word''': {},
             '''short_param''': {},
             '''reverse_short_param''': {},
         }

         A       :   List[str]					=						list(cls.DEFAULTS.keys()	)

         for k in field_keys:
             cls.add_new_param_name(SCREAMING_SNAKE_CASE						,			SCREAMING_SNAKE_CASE	)

         A       :   Any					=						info





     @classmethod
     def 				__lowerCAmelCase							(							cls						,			SCREAMING_SNAKE_CASE	) ->				Tuple:






         """simple docstring"""






         cls.build_naming_info()
         assert cls.PREFIX is not None
         A       :   Any					=						[copy.copy(cls.PREFIX	)]

         for k, v in params.items():
             if k not in cls.DEFAULTS:
                 raise Exception(F'You should provide a default value for the param name {k} with value {v}'	)
             if v == cls.DEFAULTS[k]:
                 # The default value is not added to the name
                 continue

             A       :   Any					=						cls.NAMING_INFO['''short_param'''][k]

             if isinstance(SCREAMING_SNAKE_CASE						,			SCREAMING_SNAKE_CASE	):
                 A       :   Optional[int]					=						1 if v else 0

             A       :   List[str]					=						'''''' if isinstance(SCREAMING_SNAKE_CASE						,			(int, float)	) else '''-'''
             A       :   Optional[int]					=						F'{key}{sep}{v}'
             name.append(SCREAMING_SNAKE_CASE	)

         return "_".join(SCREAMING_SNAKE_CASE	)





     @classmethod
     def 				__lowerCAmelCase							(							cls						,			SCREAMING_SNAKE_CASE	) ->				Union[str, Any]:






         """simple docstring"""






         A       :   str					=						repr[len(cls.PREFIX	) + 1 :]
         if repr == "":
             A       :   int					=						[]
         else:
             A       :   Dict					=						repr.split('''_'''	)

         A       :   Tuple					=						{}

         for value in values:
             if "-" in value:
                 A,  A       :   Dict					=						value.split('''-'''	)
             else:
                 A       :   Any					=						re.sub('''[0-9.]'''						,			''''''						,			SCREAMING_SNAKE_CASE	)
                 A       :   int					=						float(re.sub('''[^0-9.]'''						,			''''''						,			SCREAMING_SNAKE_CASE	)	)

             A       :   int					=						cls.NAMING_INFO['''reverse_short_param'''][p_k]

             A       :   Optional[Any]					=						p_v

         for k in cls.DEFAULTS:
             if k not in parameters:
                 A       :   str					=						cls.DEFAULTS[k]

         return parameters







"""simple docstring"""


import unittest

from datasets import load_dataset

from transformers import BloomTokenizerFast
from transformers.testing_utils import require_tokenizers

from ...test_tokenization_common import TokenizerTesterMixin





@require_tokenizers
class     snake_case	(				__snake_case,							unittest.TestCase  ):
				SCREAMING_SNAKE_CASE_   :      List[str]         =  None
				SCREAMING_SNAKE_CASE_   :      Tuple         =  BloomTokenizerFast
				SCREAMING_SNAKE_CASE_   :      str         =  BloomTokenizerFast
				SCREAMING_SNAKE_CASE_   :      int         =  True
				SCREAMING_SNAKE_CASE_   :      Tuple         =  False
				SCREAMING_SNAKE_CASE_   :      int         =  """tokenizer_file"""
				SCREAMING_SNAKE_CASE_   :      List[str]         =  {"""bos_token""": """<s>""", """eos_token""": """</s>""", """unk_token""": """<unk>""", """pad_token""": """<pad>"""}

				def 							lowercase_     (	self							:				List[Any])->   Dict:



						'''simple docstring'''


						super().setUp()
						__lowerCAmelCase:       Optional[Any]          =			BloomTokenizerFast.from_pretrained("bigscience/tokenizer")
						tokenizer.save_pretrained(self.tmpdirname)

				def 							lowercase_     (	self							:				List[Any]     ,  **UpperCamelCase__							:				Union[str, Any])->   Optional[Any]:



						'''simple docstring'''


						kwargs.update(self.special_tokens_map)
						return BloomTokenizerFast.from_pretrained(self.tmpdirname     ,  **UpperCamelCase__)

				def 							lowercase_     (	self							:				Union[str, Any])->   Union[str, Any]:



						'''simple docstring'''


						__lowerCAmelCase:       str          =			self.get_rust_tokenizer()

						__lowerCAmelCase:       int          =			["The quick brown fox</s>", "jumps over the lazy dog</s>"]
						__lowerCAmelCase:       List[str]          =			[[2_1_7_5, 2_3_7_1_4, 7_3_1_7_3, 1_4_4_2_5_2, 2], [7_7, 1_3_2_6_1_9, 3_4_7_8, 3_6_8, 1_0_9_5_8_6, 3_5_4_3_3, 2]]

						__lowerCAmelCase:       List[str]          =			tokenizer.batch_encode_plus(UpperCamelCase__)["input_ids"]
						self.assertListEqual(UpperCamelCase__     ,  UpperCamelCase__)

						__lowerCAmelCase:       List[Any]          =			tokenizer.batch_decode(UpperCamelCase__)
						self.assertListEqual(UpperCamelCase__     ,  UpperCamelCase__)

				def 							lowercase_     (	self							:				Optional[Any]     ,  UpperCamelCase__							:				Tuple=6)->   Tuple:



						'''simple docstring'''


						for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
								with self.subTest(f"{tokenizer.__class__.__name__} ({pretrained_name})"):
										__lowerCAmelCase:       Optional[Any]          =			self.rust_tokenizer_class.from_pretrained(UpperCamelCase__     ,  **UpperCamelCase__)
										# tokenizer_r.pad_token = None # Hotfixing padding = None
										# Simple input
										__lowerCAmelCase:       Dict          =			"This is a simple input"
										__lowerCAmelCase:       str          =			["This is a simple input 1", "This is a simple input 2"]
										__lowerCAmelCase:       int          =			("This is a simple input", "This is a pair")
										__lowerCAmelCase:       Union[str, Any]          =			[
										    ("This is a simple input 1", "This is a simple input 2"),
										    ("This is a simple pair 1", "This is a simple pair 2"),
										]

										# Simple input tests
										try:
												tokenizer_r.encode(UpperCamelCase__     ,  max_length=UpperCamelCase__)
												tokenizer_r.encode_plus(UpperCamelCase__     ,  max_length=UpperCamelCase__)

												tokenizer_r.batch_encode_plus(UpperCamelCase__     ,  max_length=UpperCamelCase__)
												tokenizer_r.encode(UpperCamelCase__     ,  max_length=UpperCamelCase__)
												tokenizer_r.batch_encode_plus(UpperCamelCase__     ,  max_length=UpperCamelCase__)
										except ValueError:
												self.fail("Bloom Tokenizer should be able to deal with padding")

										__lowerCAmelCase:       Tuple          =			None  # Hotfixing padding = None
										self.assertRaises(UpperCamelCase__     ,  tokenizer_r.encode     ,  UpperCamelCase__     ,  max_length=UpperCamelCase__     ,  padding="max_length")

										# Simple input
										self.assertRaises(UpperCamelCase__     ,  tokenizer_r.encode_plus     ,  UpperCamelCase__     ,  max_length=UpperCamelCase__     ,  padding="max_length")

										# Simple input
										self.assertRaises(
										    UpperCamelCase__     ,  tokenizer_r.batch_encode_plus     ,  UpperCamelCase__     ,  max_length=UpperCamelCase__     ,  padding="max_length"     ,  )

										# Pair input
										self.assertRaises(UpperCamelCase__     ,  tokenizer_r.encode     ,  UpperCamelCase__     ,  max_length=UpperCamelCase__     ,  padding="max_length")

										# Pair input
										self.assertRaises(UpperCamelCase__     ,  tokenizer_r.encode_plus     ,  UpperCamelCase__     ,  max_length=UpperCamelCase__     ,  padding="max_length")

										# Pair input
										self.assertRaises(
										    UpperCamelCase__     ,  tokenizer_r.batch_encode_plus     ,  UpperCamelCase__     ,  max_length=UpperCamelCase__     ,  padding="max_length"     ,  )

				def 							lowercase_     (	self							:				Optional[Any])->   List[str]:



						'''simple docstring'''


						__lowerCAmelCase:       Dict          =			self.get_rust_tokenizer()
						__lowerCAmelCase:       List[str]          =			load_dataset("xnli"     ,  "all_languages"     ,  split="test"     ,  streaming=UpperCamelCase__)

						__lowerCAmelCase:       Union[str, Any]          =			next(iter(UpperCamelCase__))["premise"]  # pick up one data
						__lowerCAmelCase:       Any          =			list(sample_data.values())

						__lowerCAmelCase:       int          =			list(map(tokenizer.encode     ,  UpperCamelCase__))
						__lowerCAmelCase:       str          =			[tokenizer.decode(UpperCamelCase__     ,  clean_up_tokenization_spaces=UpperCamelCase__) for x in output_tokens]
						self.assertListEqual(UpperCamelCase__     ,  UpperCamelCase__)




				def 							lowercase_     (	self							:				Optional[int])->   str:



						'''simple docstring'''


						self.assertGreaterEqual(len(self.tokenizer_class.pretrained_vocab_files_map)     ,  1)
						self.assertGreaterEqual(len(list(self.tokenizer_class.pretrained_vocab_files_map.values())[0])     ,  1)


