


"""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 		_A    (    _a    ):







    """simple docstring"""




    pass






def 	lowercase     (							A_    ,  A_    ,  A_=None    ,  A_=False			)-> Optional[Any]:
  '''simple docstring'''







  try:
    a		:						Optional[int] 				=     ast.parse(A_			)
  except SyntaxError as e:
    print("The code generated by the agent is not valid.\n"    ,  A_			)
    return
  if state is None:
    a		:						Optional[Any] 				=     {}
  a		:						Optional[Any] 				=     None
  for idx, node in enumerate(expression.body			):
    try:
      a		:						Optional[int] 				=     evaluate_ast(A_    ,  A_    ,  A_			)
    except InterpretorError as e:
      a		:						Dict 				=     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(A_			)
      break
    if line_result is not None:
      a		:						Optional[int] 				=     line_result

  return result


def 	lowercase     (							A_    ,  A_    ,  A_			)-> Tuple:
  '''simple docstring'''







  if isinstance(A_    ,  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(A_    ,  A_    ,  A_			)
  elif isinstance(A_    ,  ast.Call			):
    # Function call -> we return the value of the function call
    return evaluate_call(A_    ,  A_    ,  A_			)
  elif isinstance(A_    ,  ast.Constant			):
    # Constant -> just return the value
    return expression.value
  elif isinstance(A_    ,  ast.Dict			):
    # Dict -> evaluate all keys and values
    a		:						str 				=     [evaluate_ast(A_    ,  A_    ,  A_			) for k in expression.keys]
    a		:						Tuple 				=     [evaluate_ast(A_    ,  A_    ,  A_			) for v in expression.values]
    return dict(zip(A_    ,  A_			)			)
  elif isinstance(A_    ,  ast.Expr			):
    # Expression -> evaluate the content
    return evaluate_ast(expression.value    ,  A_    ,  A_			)
  elif isinstance(A_    ,  ast.For			):
    # For loop -> execute the loop
    return evaluate_for(A_    ,  A_    ,  A_			)
  elif isinstance(A_    ,  ast.FormattedValue			):
    # Formatted value (part of f-string) -> evaluate the content and return
    return evaluate_ast(expression.value    ,  A_    ,  A_			)
  elif isinstance(A_    ,  ast.If			):
    # If -> execute the right branch
    return evaluate_if(A_    ,  A_    ,  A_			)
  elif hasattr(A_    ,  "Index"			) and isinstance(A_    ,  ast.Index			):
    return evaluate_ast(expression.value    ,  A_    ,  A_			)
  elif isinstance(A_    ,  ast.JoinedStr			):
    return "".join([str(evaluate_ast(A_    ,  A_    ,  A_			)			) for v in expression.values]			)
  elif isinstance(A_    ,  ast.List			):
    # List -> evaluate all elements
    return [evaluate_ast(A_    ,  A_    ,  A_			) for elt in expression.elts]
  elif isinstance(A_    ,  ast.Name			):
    # Name -> pick up the value in the state
    return evaluate_name(A_    ,  A_    ,  A_			)
  elif isinstance(A_    ,  ast.Subscript			):
    # Subscript -> return the value of the indexing
    return evaluate_subscript(A_    ,  A_    ,  A_			)
  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 	lowercase     (							A_    ,  A_    ,  A_			)-> Union[str, Any]:
  '''simple docstring'''







  a		:						Any 				=     assign.targets
  a		:						int 				=     evaluate_ast(assign.value    ,  A_    ,  A_			)

  if len(A_			) == 1:
    a		:						List[str] 				=     result
  else:
    if len(A_			) != len(A_			):
      raise InterpretorError(F'''Expected {len(A_			)} values but got {len(A_			)}.'''			)
    for var_name, r in zip(A_    ,  A_			):
      a		:						Union[str, Any] 				=     r
  return result


def 	lowercase     (							A_    ,  A_    ,  A_			)-> List[Any]:
  '''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			)}.'''			)
  a		:						str 				=     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}).'''			)

  a		:						int 				=     tools[func_name]
  # Todo deal with args
  a		:						Optional[Any] 				=     [evaluate_ast(A_    ,  A_    ,  A_			) for arg in call.args]
  a		:						str 				=     {keyword.arg: evaluate_ast(keyword.value    ,  A_    ,  A_			) for keyword in call.keywords}
  return func(*A_    ,  **A_			)


def 	lowercase     (							A_    ,  A_    ,  A_			)-> List[Any]:
  '''simple docstring'''







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

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


def 	lowercase     (							A_    ,  A_    ,  A_			)-> List[Any]:
  '''simple docstring'''







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


def 	lowercase     (							A_    ,  A_    ,  A_			)-> List[Any]:
  '''simple docstring'''







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

  a		:						Union[str, Any] 				=     evaluate_ast(condition.left    ,  A_    ,  A_			)
  a		:						str 				=     condition.ops[0]
  a		:						Union[str, Any] 				=     evaluate_ast(condition.comparators[0]    ,  A_    ,  A_			)

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


def 	lowercase     (							A_    ,  A_    ,  A_			)-> List[Any]:
  '''simple docstring'''







  a		:						Optional[Any] 				=     None
  if evaluate_condition(if_statement.test    ,  A_    ,  A_			):
    for line in if_statement.body:
      a		:						Union[str, Any] 				=     evaluate_ast(A_    ,  A_    ,  A_			)
      if line_result is not None:
        a		:						Dict 				=     line_result
  else:
    for line in if_statement.orelse:
      a		:						str 				=     evaluate_ast(A_    ,  A_    ,  A_			)
      if line_result is not None:
        a		:						Tuple 				=     line_result
  return result







def 	lowercase     (							A_    ,  A_    ,  A_			)-> Union[str, Any]:
  '''simple docstring'''







  a		:						List[str] 				=     None
  a		:						Dict 				=     evaluate_ast(for_loop.iter    ,  A_    ,  A_			)
  for counter in iterator:
    a		:						Any 				=     counter
    for expression in for_loop.body:
      a		:						Tuple 				=     evaluate_ast(A_    ,  A_    ,  A_			)
      if line_result is not None:
        a		:						Any 				=     line_result
  return result










"""simple docstring"""







class 		_A    :







    """simple docstring"""




    def __init__(   self							:       Any):
      a		:						Tuple 				=     [0]
      a		:						str 				=     0






    def       __snake_case				(   self							:       Optional[Any]							,					__UpperCAmelCase							:       int):
      a		:						Any 				=     self.__heap[i]
      while i // 2 > 0:
        if self.__heap[i] > self.__heap[i // 2]:
          a		:						Tuple 				=     self.__heap[i // 2]
          a		:						Any 				=     temporary
        i //= 2






    def       __snake_case				(   self							:       Dict							,					__UpperCAmelCase							:       int):
      self.__heap.append(__UpperCAmelCase)
      self.__size += 1
      self.__swap_up(self.__size)






    def       __snake_case				(   self							:       str							,					__UpperCAmelCase							:       int):
      while self.__size >= 2 * i:
        if 2 * i + 1 > self.__size:
          a		:						List[Any] 				=     2 * i
        else:
          if self.__heap[2 * i] > self.__heap[2 * i + 1]:
            a		:						Tuple 				=     2 * i
          else:
            a		:						str 				=     2 * i + 1
        a		:						Optional[int] 				=     self.__heap[i]
        if self.__heap[i] < self.__heap[bigger_child]:
          a		:						Any 				=     self.__heap[bigger_child]
          a		:						Union[str, Any] 				=     temporary
        a		:						Dict 				=     bigger_child






    def       __snake_case				(   self							:       List[str]):
      a		:						int 				=     self.__heap[1]
      a		:						Tuple 				=     self.__heap[self.__size]
      self.__size -= 1
      self.__heap.pop()
      self.__swap_down(1)
      return max_value






    @property
    def       __snake_case				(   self							:       List[str]):
      return self.__heap[1:]






    def __len__(   self							:       Optional[int]):
      return self.__size


if __name__ == "__main__":
 import doctest

 doctest.testmod()
 # create an instance of BinaryHeap
 __lowercase          = BinaryHeap()
 binary_heap.insert(6)
 binary_heap.insert(10)
 binary_heap.insert(15)
 binary_heap.insert(12)
 # pop root(max-values because it is max heap)
 print(binary_heap.pop())  # 15
 print(binary_heap.pop())  # 12
 # get the list and size after operations
 print(binary_heap.get_list)
 print(len(binary_heap))






