



A__       =			[0.3_3, 0.4_4, 0.5_5, 0.4_4, 0.3_3]
A__       =			3
A__       =			5

# Buffer Space (with Parameters Space)
A__       =			[]
A__       =			[]

# Machine Time
A__       =			0


def 						_UpperCAmelCase							( snake_case     ):





					"""simple docstring"""

					global buffer_space, params_space, machine_time, K, m, t

					# Choosing Dynamical Systems (All)
					for key, value in enumerate(snake_case     ):
										# Evolution Parameter
										_lowerCAmelCase         =       float(seed / value     )

										# Control Theory: Orbit Change
										_lowerCAmelCase         =       (buffer_space[(key + 1) % m] + e) % 1

										# Control Theory: Trajectory Change
										_lowerCAmelCase         =       (params_space[key] + e) % 1 + 3

										# Modification (Transition Function) - Jumps
										_lowerCAmelCase         =       round(float(r * value * (1 - value)     )      ,		10     )
										_lowerCAmelCase         =       r  # Saving to Parameters Space

					# Logistic Map
					assert max(snake_case     ) < 1
					assert max(snake_case     ) < 4

					# Machine Time
					machine_time += 1


def 						_UpperCAmelCase							( ):





					"""simple docstring"""

					global buffer_space, params_space, machine_time, K, m, t

					# PRNG (Xorshift by George Marsaglia)
					def xorshift(snake_case      ,		snake_case     ):
										x ^= y >> 13
										y ^= x << 17
										x ^= y >> 5
										return x

					# Choosing Dynamical Systems (Increment)
					_lowerCAmelCase         =       machine_time % m

					# Evolution (Time Length)
					for _ in range(0      ,		snake_case     ):
										# Variables (Position + Parameters)
										_lowerCAmelCase         =       params_space[key]
										_lowerCAmelCase         =       buffer_space[key]

										# Modification (Transition Function) - Flow
										_lowerCAmelCase         =       round(float(r * value * (1 - value)     )      ,		10     )
										_lowerCAmelCase         =       (machine_time * 0.01 + r * 1.01) % 1 + 3

					# Choosing Chaotic Data
					_lowerCAmelCase         =       int(buffer_space[(key + 2) % m] * (10**10)     )
					_lowerCAmelCase         =       int(buffer_space[(key - 2) % m] * (10**10)     )

					# Machine Time
					machine_time += 1

					return xorshift(snake_case      ,		snake_case     ) % 0xF_F_F_F_F_F_F_F


def 						_UpperCAmelCase							( ):





					"""simple docstring"""

					global buffer_space, params_space, machine_time, K, m, t

					_lowerCAmelCase         =       K
					_lowerCAmelCase         =       [0] * m
					_lowerCAmelCase         =       0


if __name__ == "__main__":
	# Initialization
	reset()

	# Pushing Data (Input)
	import random

	A__       =			random.sample(range(0Xffff_ffff), 1_00)
	for chunk in message:
		push(chunk)

	# for controlling
	A__       =			""""""

	# Pulling Data (Output)
	while inp in ("e", "E"):
		print(f"{format(pull(), '#04x')}")
		print(buffer_space)
		print(params_space)
		A__       =			input("""(e)exit? """).strip()





'''simple docstring'''







import json
import os
import unittest

from transformers import HerbertTokenizer, HerbertTokenizerFast
from transformers.models.herbert.tokenization_herbert import VOCAB_FILES_NAMES
from transformers.testing_utils import get_tests_dir, require_tokenizers, slow

from ...test_tokenization_common import TokenizerTesterMixin







@require_tokenizers
class 		snake_case_       (						A__		,	unittest.TestCase						):



   """simple docstring"""





   __lowerCAmelCase	:							Optional[Any]								=HerbertTokenizer
   __lowerCAmelCase	:							Optional[Any]								=HerbertTokenizerFast
   __lowerCAmelCase	:							int								=True







   def     __UpperCAmelCase      ( self):
          super().setUp()

          # Use a simpler test file without japanese/chinese characters
          with open(f"""{get_tests_dir()}/fixtures/sample_text_no_unicode.txt"""			,   encoding="utf-8") as f_data:
                 lowerCamelCase__				   =      f_data.read().replace("\n\n"			,   "\n").strip()

          lowerCamelCase__				   =      [
              "<s>",
              "</s>",
              "l",
              "o",
              "w",
              "e",
              "r",
              "s",
              "t",
              "i",
              "d",
              "n",
              "w</w>",
              "r</w>",
              "t</w>",
              "lo",
              "low",
              "er</w>",
              "low</w>",
              "lowest</w>",
              "newer</w>",
              "wider</w>",
              ",</w>",
              "<unk>",
          ]
          lowerCamelCase__				   =      dict(zip(UpperCamelCase			,   range(len(UpperCamelCase))))
          lowerCamelCase__				   =      ["l o 123", "lo w 1456", "e r</w> 1789", ""]

          lowerCamelCase__				   =      os.path.join(self.tmpdirname			,   VOCAB_FILES_NAMES["vocab_file"])
          lowerCamelCase__				   =      os.path.join(self.tmpdirname			,   VOCAB_FILES_NAMES["merges_file"])
          with open(self.vocab_file			,   "w") as fp:
                 fp.write(json.dumps(UpperCamelCase))
          with open(self.merges_file			,   "w") as fp:
                 fp.write("\n".join(UpperCamelCase))







   def     __UpperCAmelCase      ( self			,   UpperCamelCase):
          lowerCamelCase__				   =      "lower newer"
          lowerCamelCase__				   =      "lower newer"
          return input_text, output_text







   def     __UpperCAmelCase      ( self):
          lowerCamelCase__				   =      self.tokenizer_class(vocab_file=self.vocab_file			,   merges_file=self.merges_file)

          lowerCamelCase__				   =      "lower"
          lowerCamelCase__				   =      ["low", "er</w>"]
          lowerCamelCase__				   =      tokenizer.tokenize(UpperCamelCase)
          self.assertListEqual(UpperCamelCase			,   UpperCamelCase)

          lowerCamelCase__				   =      tokens + ["<unk>"]
          lowerCamelCase__				   =      [16, 17, 23]
          self.assertListEqual(tokenizer.convert_tokens_to_ids(UpperCamelCase)			,   UpperCamelCase)







   def     __UpperCAmelCase      ( self):
          if not self.test_rust_tokenizer:
                 return

          lowerCamelCase__				   =      self.get_tokenizer()
          lowerCamelCase__				   =      self.get_rust_tokenizer()

          lowerCamelCase__				   =      "lower,newer"

          lowerCamelCase__				   =      tokenizer.tokenize(UpperCamelCase)
          lowerCamelCase__				   =      rust_tokenizer.tokenize(UpperCamelCase)
          self.assertListEqual(UpperCamelCase			,   UpperCamelCase)

          lowerCamelCase__				   =      tokenizer.encode(UpperCamelCase			,   add_special_tokens=UpperCamelCase)
          lowerCamelCase__				   =      rust_tokenizer.encode(UpperCamelCase			,   add_special_tokens=UpperCamelCase)
          self.assertListEqual(UpperCamelCase			,   UpperCamelCase)

          lowerCamelCase__				   =      self.get_rust_tokenizer()
          lowerCamelCase__				   =      tokenizer.encode(UpperCamelCase)
          lowerCamelCase__				   =      rust_tokenizer.encode(UpperCamelCase)
          self.assertListEqual(UpperCamelCase			,   UpperCamelCase)







   @slow
   def     __UpperCAmelCase      ( self):
          lowerCamelCase__				   =      self.tokenizer_class.from_pretrained("allegro/herbert-base-cased")

          lowerCamelCase__				   =      tokenizer.encode("konstruowanie sekwencji"			,   add_special_tokens=UpperCamelCase)
          lowerCamelCase__				   =      tokenizer.encode("konstruowanie wielu sekwencji"			,   add_special_tokens=UpperCamelCase)

          lowerCamelCase__				   =      tokenizer.build_inputs_with_special_tokens(UpperCamelCase)
          lowerCamelCase__				   =      tokenizer.build_inputs_with_special_tokens(UpperCamelCase			,   UpperCamelCase)

          assert encoded_sentence == [0] + text + [2]
          assert encoded_pair == [0] + text + [2] + text_a + [2]

