"""simple docstring"""






lowerCAmelCase__  :  int											=     [0.33, 0.44, 0.55, 0.44, 0.33]
lowerCAmelCase__  :  List[str]											=     3
lowerCAmelCase__  :  str											=     5

# Buffer Space (with Parameters Space)
lowerCAmelCase__  :  list[float]											=     []
lowerCAmelCase__  :  list[float]											=     []

# Machine Time
lowerCAmelCase__  :  str											=     0



def   a_						( lowerCamelCase	):
				global buffer_space, params_space, machine_time, K, m, t

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

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

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

								# Modification (Transition Function) - Jumps
								UpperCAmelCase__					=							round(float(r * value * (1 - value)	) ,      1_0	)
								UpperCAmelCase__					=							r  # Saving to Parameters Space

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

				# Machine Time
				machine_time += 1



def   a_						( ):
				global buffer_space, params_space, machine_time, K, m, t

				# PRNG (Xorshift by George Marsaglia)
				def xorshift(lowerCamelCase ,      lowerCamelCase	):
								x ^= y >> 1_3
								y ^= x << 1_7
								x ^= y >> 5
								return x

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

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

								# Modification (Transition Function) - Flow
								UpperCAmelCase__					=							round(float(r * value * (1 - value)	) ,      1_0	)
								UpperCAmelCase__					=							(machine_time * 0.01 + r * 1.01) % 1 + 3

				# Choosing Chaotic Data
				UpperCAmelCase__					=							int(buffer_space[(key + 2) % m] * (1_0**1_0)	)
				UpperCAmelCase__					=							int(buffer_space[(key - 2) % m] * (1_0**1_0)	)

				# Machine Time
				machine_time += 1

				return xorshift(__lowercase ,      __lowercase	) % 0xFF_FF_FF_FF



def   a_						( ):
				global buffer_space, params_space, machine_time, K, m, t

				UpperCAmelCase__					=							K
				UpperCAmelCase__					=							[0] * m
				UpperCAmelCase__					=							0


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

						# Pushing Data (Input)
						import random

						lowerCAmelCase__  :  Optional[Any]											=     random.sample(range(0XFF_FFF_FFF), 100)
						for chunk in message:
												push(chunk)

						# for controlling
						lowerCAmelCase__  :  Any											=     ""

						# Pulling Data (Output)
						while inp in ("e", "E"):
												print(F"""{format(pull(), '#04x')}""")
												print(buffer_space)
												print(params_space)
												lowerCAmelCase__  :  Optional[int]											=     input('(e)exit? ').strip()




"""simple docstring"""






import unittest

from transformers import load_tool

from .test_tools_common import ToolTesterMixin


lowerCAmelCase__  :  List[Any]											=     '\nHugging Face was founded in 2016 by French entrepreneurs Clément Delangue, Julien Chaumond, and Thomas Wolf originally as a company that developed a chatbot app targeted at teenagers.[2] After open-sourcing the model behind the chatbot, the company pivoted to focus on being a platform for machine learning.\n\nIn March 2021, Hugging Face raised $40 million in a Series B funding round.[3]\n\nOn April 28, 2021, the company launched the BigScience Research Workshop in collaboration with several other research groups to release an open large language model.[4] In 2022, the workshop concluded with the announcement of BLOOM, a multilingual large language model with 176 billion parameters.[5]\n'
class     snake_case	(			unittest.TestCase				,   __UpperCAmelCase    ):




					"""simple docstring"""

					def 		__lowerCAmelCase						(    self       :     Tuple      ):
									UpperCAmelCase__					=							load_tool('summarization'      )
									self.tool.setup()
									UpperCAmelCase__					=							load_tool('summarization'   ,remote=lowerCamelCase__      )







					def 		__lowerCAmelCase						(    self       :     Union[str, Any]      ):
									UpperCAmelCase__					=							self.tool(lowerCamelCase__      )
									self.assertEqual(
									    lowerCamelCase__   ,'Hugging Face was founded in 2016 by French entrepreneurs Clément Delangue, Julien Chaumond, and Thomas Wolf. In March 2021, Hugging Face raised $40 million in a Series B funding round. On April 28, 2021, the company launched the BigScience Research Workshop in collaboration with several other research groups to release an open large language model. In 2022, the workshop concluded with the announcement of BLOOM.'   ,)







					def 		__lowerCAmelCase						(    self       :     Tuple      ):
									UpperCAmelCase__					=							self.remote_tool(lowerCamelCase__      )
									self.assertEqual(
									    lowerCamelCase__   ,'Hugging Face was founded in 2016 by French entrepreneurs Clément Delangue, Julien Chaumond, and Thomas Wolf. In March 2021, Hugging Face raised $40 million in a Series B funding round. On April 28, 2021, the company launched the BigScience Research Workshop in collaboration with several other research groups to release an open large language model. In 2022, the workshop concluded with the announcement of BLOOM.'   ,)







					def 		__lowerCAmelCase						(    self       :     List[Any]      ):
									UpperCAmelCase__					=							self.tool(text=lowerCamelCase__      )
									self.assertEqual(
									    lowerCamelCase__   ,'Hugging Face was founded in 2016 by French entrepreneurs Clément Delangue, Julien Chaumond, and Thomas Wolf. In March 2021, Hugging Face raised $40 million in a Series B funding round. On April 28, 2021, the company launched the BigScience Research Workshop in collaboration with several other research groups to release an open large language model. In 2022, the workshop concluded with the announcement of BLOOM.'   ,)







					def 		__lowerCAmelCase						(    self       :     Tuple      ):
									UpperCAmelCase__					=							self.remote_tool(text=lowerCamelCase__      )
									self.assertEqual(
									    lowerCamelCase__   ,'Hugging Face was founded in 2016 by French entrepreneurs Clément Delangue, Julien Chaumond, and Thomas Wolf. In March 2021, Hugging Face raised $40 million in a Series B funding round. On April 28, 2021, the company launched the BigScience Research Workshop in collaboration with several other research groups to release an open large language model. In 2022, the workshop concluded with the announcement of BLOOM.'   ,)



