





"""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        __UpperCamelCase				(						a__		,       unittest.TestCase						):
							lowerCamelCase   :					Dict      					=None
							lowerCamelCase   :					Dict      					=BloomTokenizerFast
							lowerCamelCase   :					int      					=BloomTokenizerFast
							lowerCamelCase   :					List[Any]      					=True
							lowerCamelCase   :					Optional[int]      					=False
							lowerCamelCase   :					Dict      					="""tokenizer_file"""
							lowerCamelCase   :					Union[str, Any]      					={"""bos_token""": """<s>""", """eos_token""": """</s>""", """unk_token""": """<unk>""", """pad_token""": """<pad>"""}






							def     __a   (   self      )	-> str:
								super().setUp()
								a      :		Dict	=				BloomTokenizerFast.from_pretrained("bigscience/tokenizer"      )
								tokenizer.save_pretrained(self.tmpdirname      )






							def     __a   (   self      ,					**lowerCAmelCase__      )	-> List[str]:
								kwargs.update(self.special_tokens_map      )
								return BloomTokenizerFast.from_pretrained(self.tmpdirname      ,					**lowerCAmelCase__      )






							def     __a   (   self      )	-> Any:
								a      :		Union[str, Any]	=				self.get_rust_tokenizer()

								a      :		Dict	=				["The quick brown fox</s>", "jumps over the lazy dog</s>"]
								a      :		Optional[int]	=				[[2175, 2_3714, 7_3173, 14_4252, 2], [77, 13_2619, 3478, 368, 10_9586, 3_5433, 2]]

								a      :		Optional[Any]	=				tokenizer.batch_encode_plus(lowerCAmelCase__      )["input_ids"]
								self.assertListEqual(lowerCAmelCase__      ,					lowerCAmelCase__      )

								a      :		List[str]	=				tokenizer.batch_decode(lowerCAmelCase__      )
								self.assertListEqual(lowerCAmelCase__      ,					lowerCAmelCase__      )






							def     __a   (   self      ,					lowerCAmelCase__=6      )	-> Optional[int]:
								for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
									with self.subTest(f"""{tokenizer.__class__.__name__} ({pretrained_name})"""      ):
										a      :		Dict	=				self.rust_tokenizer_class.from_pretrained(lowerCAmelCase__      ,					**lowerCAmelCase__      )
										# tokenizer_r.pad_token = None # Hotfixing padding = None
										# Simple input
										a      :		Optional[Any]	=				"This is a simple input"
										a      :		str	=				["This is a simple input 1", "This is a simple input 2"]
										a      :		int	=				("This is a simple input", "This is a pair")
										a      :		List[str]	=				[
										    ("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(lowerCAmelCase__      ,					max_length=lowerCAmelCase__      )
											tokenizer_r.encode_plus(lowerCAmelCase__      ,					max_length=lowerCAmelCase__      )

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

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

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

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

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

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

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






							def     __a   (   self      )	-> Optional[int]:
								a      :		Optional[int]	=				self.get_rust_tokenizer()
								a      :		Tuple	=				load_dataset("xnli"      ,					"all_languages"      ,					split="test"      ,					streaming=lowerCAmelCase__      )

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

								a      :		Tuple	=				list(map(tokenizer.encode      ,					lowerCAmelCase__      )      )
								a      :		Union[str, Any]	=				[tokenizer.decode(lowerCAmelCase__      ,					clean_up_tokenization_spaces=lowerCAmelCase__      ) for x in output_tokens]
								self.assertListEqual(lowerCAmelCase__      ,					lowerCAmelCase__      )






							def     __a   (   self      )	-> Union[str, Any]:
								# The test has to be overriden because BLOOM uses ALiBi positional embeddings that does not have
								# any sequence length constraints. This test of the parent class will fail since it relies on the
								# maximum sequence length of the positoonal embeddings.
								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      )









from math import sqrt



def 		A_				(     _lowerCAmelCase     )						-> bool:
 assert isinstance(_lowerCAmelCase							,   _lowerCAmelCase     ) and (
     number >= 0
 ), "'number' must been an int and positive"

 UpperCamelCase	:					List[Any]       	=   True

 # 0 and 1 are none primes.
 if number <= 1:
  UpperCamelCase	:					List[Any]       	=   False

 for divisor in range(2							,   int(round(sqrt(_lowerCAmelCase     )     )     ) + 1     ):
  # if 'number' divisible by 'divisor' then sets 'status'
  # of false and break up the loop.
  if number % divisor == 0:
   UpperCamelCase	:					Union[str, Any]       	=   False
   break

    # precondition
 assert isinstance(_lowerCAmelCase							,   _lowerCAmelCase     ), "'status' must been from type bool"

 return status



def 		A_				(     _lowerCAmelCase     )						-> Any:
 assert isinstance(_lowerCAmelCase							,   _lowerCAmelCase     ) and (n > 2), "'N' must been an int and > 2"

 # beginList: contains all natural numbers from 2 up to N
 UpperCamelCase	:					int       	=   list(range(2							,   n + 1     )     )

 UpperCamelCase	:					Optional[int]       	=   []  # this list will be returns.

 # actual sieve of erathostenes
 for i in range(len(_lowerCAmelCase     )     ):
  for j in range(i + 1							,   len(_lowerCAmelCase     )     ):
   if (begin_list[i] != 0) and (begin_list[j] % begin_list[i] == 0):
    UpperCamelCase	:					Tuple       	=   0

    # filters actual prime numbers.
 UpperCamelCase	:					str       	=   [x for x in begin_list if x != 0]

 # precondition
 assert isinstance(_lowerCAmelCase							,   _lowerCAmelCase     ), "'ans' must been from type list"

 return ans



def 		A_				(     _lowerCAmelCase     )						-> Optional[Any]:
 assert isinstance(_lowerCAmelCase							,   _lowerCAmelCase     ) and (n > 2), "'N' must been an int and > 2"

 UpperCamelCase	:					str       	=   []

 # iterates over all numbers between 2 up to N+1
 # if a number is prime then appends to list 'ans'
 for number in range(2							,   n + 1     ):
  if is_prime(_lowerCAmelCase     ):
   ans.append(_lowerCAmelCase     )

    # precondition
 assert isinstance(_lowerCAmelCase							,   _lowerCAmelCase     ), "'ans' must been from type list"

 return ans



def 		A_				(     _lowerCAmelCase     )						-> Any:
 assert isinstance(_lowerCAmelCase							,   _lowerCAmelCase     ) and number >= 0, "'number' must been an int and >= 0"

 UpperCamelCase	:					Optional[Any]       	=   []  # this list will be returns of the function.

 # potential prime number factors.

 UpperCamelCase	:					Tuple       	=   2

 UpperCamelCase	:					str       	=   number

 if number == 0 or number == 1:
  ans.append(_lowerCAmelCase     )

 # if 'number' not prime then builds the prime factorization of 'number'
 elif not is_prime(_lowerCAmelCase     ):
  while quotient != 1:
   if is_prime(_lowerCAmelCase     ) and (quotient % factor == 0):
    ans.append(_lowerCAmelCase     )
    quotient /= factor
   else:
    factor += 1

 else:
  ans.append(_lowerCAmelCase     )

 # precondition
 assert isinstance(_lowerCAmelCase							,   _lowerCAmelCase     ), "'ans' must been from type list"

 return ans



def 		A_				(     _lowerCAmelCase     )						-> Any:
 assert isinstance(_lowerCAmelCase							,   _lowerCAmelCase     ) and (
     number >= 0
 ), "'number' bust been an int and >= 0"

 UpperCamelCase	:					List[Any]       	=   0

 # prime factorization of 'number'
 UpperCamelCase	:					Any       	=   prime_factorization(_lowerCAmelCase     )

 UpperCamelCase	:					List[Any]       	=   max(_lowerCAmelCase     )

 # precondition
 assert isinstance(_lowerCAmelCase							,   _lowerCAmelCase     ), "'ans' must been from type int"

 return ans



def 		A_				(     _lowerCAmelCase     )						-> Union[str, Any]:
 assert isinstance(_lowerCAmelCase							,   _lowerCAmelCase     ) and (
     number >= 0
 ), "'number' bust been an int and >= 0"

 UpperCamelCase	:					List[Any]       	=   0

 # prime factorization of 'number'
 UpperCamelCase	:					Dict       	=   prime_factorization(_lowerCAmelCase     )

 UpperCamelCase	:					List[Any]       	=   min(_lowerCAmelCase     )

 # precondition
 assert isinstance(_lowerCAmelCase							,   _lowerCAmelCase     ), "'ans' must been from type int"

 return ans



def 		A_				(     _lowerCAmelCase     )						-> Optional[Any]:
 assert isinstance(_lowerCAmelCase							,   _lowerCAmelCase     ), "'number' must been an int"
 assert isinstance(number % 2 == 0							,   _lowerCAmelCase     ), "compare bust been from type bool"

 return number % 2 == 0



def 		A_				(     _lowerCAmelCase     )						-> List[Any]:
 assert isinstance(_lowerCAmelCase							,   _lowerCAmelCase     ), "'number' must been an int"
 assert isinstance(number % 2 != 0							,   _lowerCAmelCase     ), "compare bust been from type bool"

 return number % 2 != 0



def 		A_				(     _lowerCAmelCase     )						-> Any:
 assert (
     isinstance(_lowerCAmelCase							,   _lowerCAmelCase     ) and (number > 2) and is_even(_lowerCAmelCase     )
 ), "'number' must been an int, even and > 2"

 UpperCamelCase	:					List[str]       	=   []  # this list will returned

 # creates a list of prime numbers between 2 up to 'number'
 UpperCamelCase	:					Dict       	=   get_prime_numbers(_lowerCAmelCase     )
 UpperCamelCase	:					Tuple       	=   len(_lowerCAmelCase     )

 # run variable for while-loops.
 UpperCamelCase	:					Optional[int]       	=   0
 UpperCamelCase	:					int       	=   None

 # exit variable. for break up the loops
 UpperCamelCase	:					Union[str, Any]       	=   True

 while i < len_pn and loop:
  UpperCamelCase	:					Tuple       	=   i + 1

  while j < len_pn and loop:
   if prime_numbers[i] + prime_numbers[j] == number:
    UpperCamelCase	:					Any       	=   False
    ans.append(prime_numbers[i]     )
    ans.append(prime_numbers[j]     )

   j += 1

  i += 1

 # precondition
 assert (
     isinstance(_lowerCAmelCase							,   _lowerCAmelCase     )
     and (len(_lowerCAmelCase     ) == 2)
     and (ans[0] + ans[1] == number)
     and is_prime(ans[0]     )
     and is_prime(ans[1]     )
 ), "'ans' must contains two primes. And sum of elements must been eq 'number'"

 return ans



def 		A_				(     _lowerCAmelCase							,   _lowerCAmelCase     )						-> str:
 assert (
     isinstance(_lowerCAmelCase							,   _lowerCAmelCase     )
     and isinstance(_lowerCAmelCase							,   _lowerCAmelCase     )
     and (numbera >= 0)
     and (numbera >= 0)
 ), "'number1' and 'number2' must been positive integer."

 UpperCamelCase	:					Tuple       	=   0

 while numbera != 0:
  UpperCamelCase	:					Tuple       	=   numbera % numbera
  UpperCamelCase	:					Any       	=   numbera
  UpperCamelCase	:					Union[str, Any]       	=   rest

 # precondition
 assert isinstance(_lowerCAmelCase							,   _lowerCAmelCase     ) and (
     numbera >= 0
 ), "'number' must been from type int and positive"

 return numbera



def 		A_				(     _lowerCAmelCase							,   _lowerCAmelCase     )						-> int:
 assert (
     isinstance(_lowerCAmelCase							,   _lowerCAmelCase     )
     and isinstance(_lowerCAmelCase							,   _lowerCAmelCase     )
     and (numbera >= 1)
     and (numbera >= 1)
 ), "'number1' and 'number2' must been positive integer."

 UpperCamelCase	:					Optional[int]       	=   1  # actual answer that will be return.

 # for kgV (x,1)
 if numbera > 1 and numbera > 1:
  # builds the prime factorization of 'number1' and 'number2'
  UpperCamelCase	:					List[Any]       	=   prime_factorization(_lowerCAmelCase     )
  UpperCamelCase	:					Union[str, Any]       	=   prime_factorization(_lowerCAmelCase     )

 elif numbera == 1 or numbera == 1:
  UpperCamelCase	:					Optional[Any]       	=   []
  UpperCamelCase	:					int       	=   []
  UpperCamelCase	:					List[Any]       	=   max(_lowerCAmelCase							,   _lowerCAmelCase     )

 UpperCamelCase	:					Optional[int]       	=   0
 UpperCamelCase	:					Tuple       	=   0

 UpperCamelCase	:					List[str]       	=   []  # captured numbers int both 'primeFac1' and 'primeFac2'

 # iterates through primeFac1
 for n in prime_fac_a:
  if n not in done:
   if n in prime_fac_a:
    UpperCamelCase	:					str       	=   prime_fac_a.count(_lowerCAmelCase     )
    UpperCamelCase	:					Tuple       	=   prime_fac_a.count(_lowerCAmelCase     )

    for _ in range(max(_lowerCAmelCase							,   _lowerCAmelCase     )     ):
     ans *= n

   else:
    UpperCamelCase	:					str       	=   prime_fac_a.count(_lowerCAmelCase     )

    for _ in range(_lowerCAmelCase     ):
     ans *= n

   done.append(_lowerCAmelCase     )

    # iterates through primeFac2
 for n in prime_fac_a:
  if n not in done:
   UpperCamelCase	:					Any       	=   prime_fac_a.count(_lowerCAmelCase     )

   for _ in range(_lowerCAmelCase     ):
    ans *= n

   done.append(_lowerCAmelCase     )

    # precondition
 assert isinstance(_lowerCAmelCase							,   _lowerCAmelCase     ) and (
     ans >= 0
 ), "'ans' must been from type int and positive"

 return ans



def 		A_				(     _lowerCAmelCase     )						-> Tuple:
 assert isinstance(_lowerCAmelCase							,   _lowerCAmelCase     ) and (n >= 0), "'number' must been a positive int"

 UpperCamelCase	:					int       	=   0
 UpperCamelCase	:					int       	=   2  # this variable holds the answer

 while index < n:
  index += 1

  ans += 1  # counts to the next number

  # if ans not prime then
  # runs to the next prime number.
  while not is_prime(_lowerCAmelCase     ):
   ans += 1

    # precondition
 assert isinstance(_lowerCAmelCase							,   _lowerCAmelCase     ) and is_prime(
     _lowerCAmelCase     ), "'ans' must been a prime number and from type int"

 return ans



def 		A_				(     _lowerCAmelCase							,   _lowerCAmelCase     )						-> int:
 assert (
     is_prime(_lowerCAmelCase     ) and is_prime(_lowerCAmelCase     ) and (p_number_a < p_number_a)
 ), "The arguments must been prime numbers and 'pNumber1' < 'pNumber2'"

 UpperCamelCase	:					str       	=   p_number_a + 1  # jump to the next number

 UpperCamelCase	:					Dict       	=   []  # this list will be returns.

 # if number is not prime then
 # fetch the next prime number.
 while not is_prime(_lowerCAmelCase     ):
  number += 1

 while number < p_number_a:
  ans.append(_lowerCAmelCase     )

  number += 1

  # fetch the next prime number.
  while not is_prime(_lowerCAmelCase     ):
   number += 1

    # precondition
 assert (
     isinstance(_lowerCAmelCase							,   _lowerCAmelCase     )
     and ans[0] != p_number_a
     and ans[len(_lowerCAmelCase     ) - 1] != p_number_a
 ), "'ans' must been a list without the arguments"

 # 'ans' contains not 'pNumber1' and 'pNumber2' !
 return ans



def 		A_				(     _lowerCAmelCase     )						-> List[str]:
 assert isinstance(_lowerCAmelCase							,   _lowerCAmelCase     ) and (n >= 1), "'n' must been int and >= 1"

 UpperCamelCase	:					Dict       	=   []  # will be returned.

 for divisor in range(1							,   n + 1     ):
  if n % divisor == 0:
   ans.append(_lowerCAmelCase     )

    # precondition
 assert ans[0] == 1 and ans[len(_lowerCAmelCase     ) - 1] == n, "Error in function getDivisiors(...)"

 return ans



def 		A_				(     _lowerCAmelCase     )						-> int:
 assert isinstance(_lowerCAmelCase							,   _lowerCAmelCase     ) and (
     number > 1
 ), "'number' must been an int and >= 1"

 UpperCamelCase	:					int       	=   get_divisors(_lowerCAmelCase     )

 # precondition
 assert (
     isinstance(_lowerCAmelCase							,   _lowerCAmelCase     )
     and (divisors[0] == 1)
     and (divisors[len(_lowerCAmelCase     ) - 1] == number)
 ), "Error in help-function getDivisiors(...)"

 # summed all divisors up to 'number' (exclusive), hence [:-1]
 return sum(divisors[:-1]     ) == number



def 		A_				(     _lowerCAmelCase							,   _lowerCAmelCase     )						-> Optional[Any]:
 assert (
     isinstance(_lowerCAmelCase							,   _lowerCAmelCase     )
     and isinstance(_lowerCAmelCase							,   _lowerCAmelCase     )
     and (denominator != 0)
 ), "The arguments must been from type int and 'denominator' != 0"

 # build the greatest common divisor of numerator and denominator.
 UpperCamelCase	:					List[str]       	=   gcd(abs(_lowerCAmelCase     )							,   abs(_lowerCAmelCase     )     )

 # precondition
 assert (
     isinstance(_lowerCAmelCase							,   _lowerCAmelCase     )
     and (numerator % gcd_of_fraction == 0)
     and (denominator % gcd_of_fraction == 0)
 ), "Error in function gcd(...,...)"

 return (numerator // gcd_of_fraction, denominator // gcd_of_fraction)



def 		A_				(     _lowerCAmelCase     )						-> Dict:
 assert isinstance(_lowerCAmelCase							,   _lowerCAmelCase     ) and (n >= 0), "'n' must been a int and >= 0"

 UpperCamelCase	:					str       	=   1  # this will be return.

 for factor in range(1							,   n + 1     ):
  ans *= factor

 return ans



def 		A_				(     _lowerCAmelCase     )						-> Tuple:
 assert isinstance(_lowerCAmelCase							,   _lowerCAmelCase     ) and (n >= 0), "'n' must been an int and >= 0"

 UpperCamelCase	:					Dict       	=   0
 UpperCamelCase	:					Dict       	=   1
 UpperCamelCase	:					Union[str, Any]       	=   1  # this will be return

 for _ in range(n - 1     ):
  UpperCamelCase	:					Any       	=   ans
  ans += fiba
  UpperCamelCase	:					str       	=   tmp

 return ans
