





"""simple docstring"""





# Copyright 2023 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
import ast
import difflib
from collections.abc import Mapping
from typing import Any, Callable, Dict

class 		lowercase ( _UpperCAmelCase ):
      pass







def       UpperCAmelCase__							(  SCREAMING_SNAKE_CASE					:						str							,						SCREAMING_SNAKE_CASE					:						Dict[str, Callable]							,						SCREAMING_SNAKE_CASE					:						Tuple=None							,						SCREAMING_SNAKE_CASE					:						Dict=False      ):







      '''simple docstring'''




      try:
            lowerCAmelCase  						=	ast.parse(SCREAMING_SNAKE_CASE      )
      except SyntaxError as e:
            print("""The code generated by the agent is not valid.\n"""							,						SCREAMING_SNAKE_CASE      )
            return
      if state is None:
            lowerCAmelCase  						=	{}
      lowerCAmelCase  						=	None
      for idx, node in enumerate(expression.body      ):
            try:
                  lowerCAmelCase  						=	evaluate_ast(SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      )
            except InterpretorError as e:
                  lowerCAmelCase  						=	F'Evaluation of the code stopped at line {idx} before the end because of the following error'
                  if chat_mode:
                        msg += (
                            F'. Copy paste the following error message and send it back to the agent:\nI get an error: \'{e}\''
                        )
                  else:
                        msg += F':\n{e}'
                  print(SCREAMING_SNAKE_CASE      )
                  break
            if line_result is not None:
                  lowerCAmelCase  						=	line_result

      return result


def       UpperCAmelCase__							(  SCREAMING_SNAKE_CASE					:						ast.AST							,						SCREAMING_SNAKE_CASE					:						Dict[str, Any]							,						SCREAMING_SNAKE_CASE					:						Dict[str, Callable]      ):







      '''simple docstring'''




      if isinstance(SCREAMING_SNAKE_CASE							,						ast.Assign      ):
            # Assignement -> we evaluate the assignement which should update the state
            # We return the variable assigned as it may be used to determine the final result.
            return evaluate_assign(SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      )
      elif isinstance(SCREAMING_SNAKE_CASE							,						ast.Call      ):
            # Function call -> we return the value of the function call
            return evaluate_call(SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      )
      elif isinstance(SCREAMING_SNAKE_CASE							,						ast.Constant      ):
            # Constant -> just return the value
            return expression.value
      elif isinstance(SCREAMING_SNAKE_CASE							,						ast.Dict      ):
            # Dict -> evaluate all keys and values
            lowerCAmelCase  						=	[evaluate_ast(SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      ) for k in expression.keys]
            lowerCAmelCase  						=	[evaluate_ast(SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      ) for v in expression.values]
            return dict(zip(SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      )      )
      elif isinstance(SCREAMING_SNAKE_CASE							,						ast.Expr      ):
            # Expression -> evaluate the content
            return evaluate_ast(expression.value							,						SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      )
      elif isinstance(SCREAMING_SNAKE_CASE							,						ast.For      ):
            # For loop -> execute the loop
            return evaluate_for(SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      )
      elif isinstance(SCREAMING_SNAKE_CASE							,						ast.FormattedValue      ):
            # Formatted value (part of f-string) -> evaluate the content and return
            return evaluate_ast(expression.value							,						SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      )
      elif isinstance(SCREAMING_SNAKE_CASE							,						ast.If      ):
            # If -> execute the right branch
            return evaluate_if(SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      )
      elif hasattr(SCREAMING_SNAKE_CASE							,						"""Index"""      ) and isinstance(SCREAMING_SNAKE_CASE							,						ast.Index      ):
            return evaluate_ast(expression.value							,						SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      )
      elif isinstance(SCREAMING_SNAKE_CASE							,						ast.JoinedStr      ):
            return "".join([str(evaluate_ast(SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      )      ) for v in expression.values]      )
      elif isinstance(SCREAMING_SNAKE_CASE							,						ast.List      ):
            # List -> evaluate all elements
            return [evaluate_ast(SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      ) for elt in expression.elts]
      elif isinstance(SCREAMING_SNAKE_CASE							,						ast.Name      ):
            # Name -> pick up the value in the state
            return evaluate_name(SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      )
      elif isinstance(SCREAMING_SNAKE_CASE							,						ast.Subscript      ):
            # Subscript -> return the value of the indexing
            return evaluate_subscript(SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      )
      else:
            # For now we refuse anything else. Let's add things as we need them.
            raise InterpretorError(F'{expression.__class__.__name__} is not supported.'      )


def       UpperCAmelCase__							(  SCREAMING_SNAKE_CASE					:						List[str]							,						SCREAMING_SNAKE_CASE					:						Optional[Any]							,						SCREAMING_SNAKE_CASE					:						Dict      ):







      '''simple docstring'''




      lowerCAmelCase  						=	assign.targets
      lowerCAmelCase  						=	evaluate_ast(assign.value							,						SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      )

      if len(SCREAMING_SNAKE_CASE      ) == 1:
            lowerCAmelCase  						=	result
      else:
            if len(SCREAMING_SNAKE_CASE      ) != len(SCREAMING_SNAKE_CASE      ):
                  raise InterpretorError(F'Expected {len(SCREAMING_SNAKE_CASE      )} values but got {len(SCREAMING_SNAKE_CASE      )}.'      )
            for var_name, r in zip(SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      ):
                  lowerCAmelCase  						=	r
      return result


def       UpperCAmelCase__							(  SCREAMING_SNAKE_CASE					:						Dict							,						SCREAMING_SNAKE_CASE					:						Dict							,						SCREAMING_SNAKE_CASE					:						List[str]      ):







      '''simple docstring'''




      if not isinstance(call.func							,						ast.Name      ):
            raise InterpretorError(
                F'It is not permitted to evaluate other functions than the provided tools (tried to execute {call.func} of '
                F'type {type(call.func      )}.'      )
      lowerCAmelCase  						=	call.func.id
      if func_name not in tools:
            raise InterpretorError(
                F'It is not permitted to evaluate other functions than the provided tools (tried to execute {call.func.id}).'      )

      lowerCAmelCase  						=	tools[func_name]
      # Todo deal with args
      lowerCAmelCase  						=	[evaluate_ast(SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      ) for arg in call.args]
      lowerCAmelCase  						=	{keyword.arg: evaluate_ast(keyword.value							,						SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      ) for keyword in call.keywords}
      return func(*SCREAMING_SNAKE_CASE							,						**SCREAMING_SNAKE_CASE      )


def       UpperCAmelCase__							(  SCREAMING_SNAKE_CASE					:						int							,						SCREAMING_SNAKE_CASE					:						List[Any]							,						SCREAMING_SNAKE_CASE					:						List[Any]      ):







      '''simple docstring'''




      lowerCAmelCase  						=	evaluate_ast(subscript.slice							,						SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      )
      lowerCAmelCase  						=	evaluate_ast(subscript.value							,						SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      )
      if isinstance(SCREAMING_SNAKE_CASE							,						(list, tuple)      ):
            return value[int(SCREAMING_SNAKE_CASE      )]
      if index in value:
            return value[index]
      if isinstance(SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      ) and isinstance(SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      ):
            lowerCAmelCase  						=	difflib.get_close_matches(SCREAMING_SNAKE_CASE							,						list(value.keys()      )      )
            if len(SCREAMING_SNAKE_CASE      ) > 0:
                  return value[close_matches[0]]

      raise InterpretorError(F'Could not index {value} with \'{index}\'.'      )


def       UpperCAmelCase__							(  SCREAMING_SNAKE_CASE					:						Dict							,						SCREAMING_SNAKE_CASE					:						Optional[int]							,						SCREAMING_SNAKE_CASE					:						Optional[int]      ):







      '''simple docstring'''




      if name.id in state:
            return state[name.id]
      lowerCAmelCase  						=	difflib.get_close_matches(name.id							,						list(state.keys()      )      )
      if len(SCREAMING_SNAKE_CASE      ) > 0:
            return state[close_matches[0]]
      raise InterpretorError(F'The variable `{name.id}` is not defined.'      )


def       UpperCAmelCase__							(  SCREAMING_SNAKE_CASE					:						Any							,						SCREAMING_SNAKE_CASE					:						Optional[int]							,						SCREAMING_SNAKE_CASE					:						str      ):







      '''simple docstring'''




      if len(condition.ops      ) > 1:
            raise InterpretorError("""Cannot evaluate conditions with multiple operators"""      )

      lowerCAmelCase  						=	evaluate_ast(condition.left							,						SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      )
      lowerCAmelCase  						=	condition.ops[0]
      lowerCAmelCase  						=	evaluate_ast(condition.comparators[0]							,						SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      )

      if isinstance(SCREAMING_SNAKE_CASE							,						ast.Eq      ):
            return left == right
      elif isinstance(SCREAMING_SNAKE_CASE							,						ast.NotEq      ):
            return left != right
      elif isinstance(SCREAMING_SNAKE_CASE							,						ast.Lt      ):
            return left < right
      elif isinstance(SCREAMING_SNAKE_CASE							,						ast.LtE      ):
            return left <= right
      elif isinstance(SCREAMING_SNAKE_CASE							,						ast.Gt      ):
            return left > right
      elif isinstance(SCREAMING_SNAKE_CASE							,						ast.GtE      ):
            return left >= right
      elif isinstance(SCREAMING_SNAKE_CASE							,						ast.Is      ):
            return left is right
      elif isinstance(SCREAMING_SNAKE_CASE							,						ast.IsNot      ):
            return left is not right
      elif isinstance(SCREAMING_SNAKE_CASE							,						ast.In      ):
            return left in right
      elif isinstance(SCREAMING_SNAKE_CASE							,						ast.NotIn      ):
            return left not in right
      else:
            raise InterpretorError(F'Operator not supported: {comparator}'      )


def       UpperCAmelCase__							(  SCREAMING_SNAKE_CASE					:						int							,						SCREAMING_SNAKE_CASE					:						Optional[int]							,						SCREAMING_SNAKE_CASE					:						Optional[int]      ):







      '''simple docstring'''




      lowerCAmelCase  						=	None
      if evaluate_condition(if_statement.test							,						SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      ):
            for line in if_statement.body:
                  lowerCAmelCase  						=	evaluate_ast(SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      )
                  if line_result is not None:
                        lowerCAmelCase  						=	line_result
      else:
            for line in if_statement.orelse:
                  lowerCAmelCase  						=	evaluate_ast(SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      )
                  if line_result is not None:
                        lowerCAmelCase  						=	line_result
      return result






def       UpperCAmelCase__							(  SCREAMING_SNAKE_CASE					:						str							,						SCREAMING_SNAKE_CASE					:						Tuple							,						SCREAMING_SNAKE_CASE					:						Optional[int]      ):







      '''simple docstring'''




      lowerCAmelCase  						=	None
      lowerCAmelCase  						=	evaluate_ast(for_loop.iter							,						SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      )
      for counter in iterator:
            lowerCAmelCase  						=	counter
            for expression in for_loop.body:
                  lowerCAmelCase  						=	evaluate_ast(SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      )
                  if line_result is not None:
                        lowerCAmelCase  						=	line_result
      return result













"""simple docstring"""





SCREAMING_SNAKE_CASE__ =       [0.33, 0.44, 0.55, 0.44, 0.33]
SCREAMING_SNAKE_CASE__ =       3
SCREAMING_SNAKE_CASE__ =       5

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

# Machine Time
SCREAMING_SNAKE_CASE__ =       0


def       UpperCAmelCase__							(  SCREAMING_SNAKE_CASE					:						Tuple      ):







      '''simple docstring'''




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

      # Choosing Dynamical Systems (All)
      for key, value in enumerate(SCREAMING_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(SCREAMING_SNAKE_CASE      ) < 1
      assert max(SCREAMING_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(SCREAMING_SNAKE_CASE					:						List[str]							,						SCREAMING_SNAKE_CASE					:						Tuple      ):
            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							,						SCREAMING_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(SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      ) % 0xff_fff_fff


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

       SCREAMING_SNAKE_CASE__ =       random.sample(range(0Xf_f_f_f_f_f_f_f), 100)
       for chunk in message:
              push(chunk)

       # for controlling
       SCREAMING_SNAKE_CASE__ =       ""

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






