



'''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 							lowerCAmelCase_		(	a_						):
    pass




def 		_a   (  lowerCamelCase_					,						lowerCamelCase_					,						lowerCamelCase_=None					,						lowerCamelCase_=False							):
   try:
      snake_case   :							Any						  =ast.parse(lowerCamelCase_							)
   except SyntaxError as e:
      print('''The code generated by the agent is not valid.\n'''					,						lowerCamelCase_							)
      return
   if state is None:
      snake_case   :							Optional[Any]						  ={}
   snake_case   :							Union[str, Any]						  =None
   for idx, node in enumerate(expression.body							):
      try:
         snake_case   :							Optional[int]						  =evaluate_ast(lowerCamelCase_					,						lowerCamelCase_					,						lowerCamelCase_							)
      except InterpretorError as e:
         snake_case   :							Any						  =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(lowerCamelCase_							)
         break
      if line_result is not None:
         snake_case   :							int						  =line_result

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

   if len(lowerCamelCase_							) == 1:
      snake_case   :							List[Any]						  =result
   else:
      if len(lowerCamelCase_							) != len(lowerCamelCase_							):
         raise InterpretorError(F'''Expected {len(lowerCamelCase_							)} values but got {len(lowerCamelCase_							)}.'''							)
      for var_name, r in zip(lowerCamelCase_					,						lowerCamelCase_							):
         snake_case   :							Tuple						  =r
   return result
def 		_a   (  lowerCamelCase_					,						lowerCamelCase_					,						lowerCamelCase_							):
   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							)}.'''							)
   snake_case   :							int						  =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}).'''							)

   snake_case   :							Any						  =tools[func_name]
   # Todo deal with args
   snake_case   :							Dict						  =[evaluate_ast(lowerCamelCase_					,						lowerCamelCase_					,						lowerCamelCase_							) for arg in call.args]
   snake_case   :							List[Any]						  ={keyword.arg: evaluate_ast(keyword.value					,						lowerCamelCase_					,						lowerCamelCase_							) for keyword in call.keywords}
   return func(*lowerCamelCase_					,						**lowerCamelCase_							)
def 		_a   (  lowerCamelCase_					,						lowerCamelCase_					,						lowerCamelCase_							):
   snake_case   :							Union[str, Any]						  =evaluate_ast(subscript.slice					,						lowerCamelCase_					,						lowerCamelCase_							)
   snake_case   :							Optional[int]						  =evaluate_ast(subscript.value					,						lowerCamelCase_					,						lowerCamelCase_							)
   if isinstance(lowerCamelCase_					,						(list, tuple)							):
      return value[int(lowerCamelCase_							)]
   if index in value:
      return value[index]
   if isinstance(lowerCamelCase_					,						lowerCamelCase_							) and isinstance(lowerCamelCase_					,						lowerCamelCase_							):
      snake_case   :							str						  =difflib.get_close_matches(lowerCamelCase_					,						list(value.keys()							)							)
      if len(lowerCamelCase_							) > 0:
         return value[close_matches[0]]

   raise InterpretorError(F'''Could not index {value} with \'{index}\'.'''							)
def 		_a   (  lowerCamelCase_					,						lowerCamelCase_					,						lowerCamelCase_							):
   if name.id in state:
      return state[name.id]
   snake_case   :							Dict						  =difflib.get_close_matches(name.id					,						list(state.keys()							)							)
   if len(lowerCamelCase_							) > 0:
      return state[close_matches[0]]
   raise InterpretorError(F'''The variable `{name.id}` is not defined.'''							)
def 		_a   (  lowerCamelCase_					,						lowerCamelCase_					,						lowerCamelCase_							):
   if len(condition.ops							) > 1:
      raise InterpretorError('''Cannot evaluate conditions with multiple operators'''							)

   snake_case   :							Optional[int]						  =evaluate_ast(condition.left					,						lowerCamelCase_					,						lowerCamelCase_							)
   snake_case   :							Tuple						  =condition.ops[0]
   snake_case   :							Any						  =evaluate_ast(condition.comparators[0]					,						lowerCamelCase_					,						lowerCamelCase_							)

   if isinstance(lowerCamelCase_					,						ast.Eq							):
      return left == right
   elif isinstance(lowerCamelCase_					,						ast.NotEq							):
      return left != right
   elif isinstance(lowerCamelCase_					,						ast.Lt							):
      return left < right
   elif isinstance(lowerCamelCase_					,						ast.LtE							):
      return left <= right
   elif isinstance(lowerCamelCase_					,						ast.Gt							):
      return left > right
   elif isinstance(lowerCamelCase_					,						ast.GtE							):
      return left >= right
   elif isinstance(lowerCamelCase_					,						ast.Is							):
      return left is right
   elif isinstance(lowerCamelCase_					,						ast.IsNot							):
      return left is not right
   elif isinstance(lowerCamelCase_					,						ast.In							):
      return left in right
   elif isinstance(lowerCamelCase_					,						ast.NotIn							):
      return left not in right
   else:
      raise InterpretorError(F'''Operator not supported: {comparator}'''							)
def 		_a   (  lowerCamelCase_					,						lowerCamelCase_					,						lowerCamelCase_							):
   snake_case   :							List[Any]						  =None
   if evaluate_condition(if_statement.test					,						lowerCamelCase_					,						lowerCamelCase_							):
      for line in if_statement.body:
         snake_case   :							Any						  =evaluate_ast(lowerCamelCase_					,						lowerCamelCase_					,						lowerCamelCase_							)
         if line_result is not None:
            snake_case   :							int						  =line_result
   else:
      for line in if_statement.orelse:
         snake_case   :							Tuple						  =evaluate_ast(lowerCamelCase_					,						lowerCamelCase_					,						lowerCamelCase_							)
         if line_result is not None:
            snake_case   :							Any						  =line_result
   return result


def 		_a   (  lowerCamelCase_					,						lowerCamelCase_					,						lowerCamelCase_							):
   snake_case   :							List[Any]						  =None
   snake_case   :							str						  =evaluate_ast(for_loop.iter					,						lowerCamelCase_					,						lowerCamelCase_							)
   for counter in iterator:
      snake_case   :							Optional[int]						  =counter
      for expression in for_loop.body:
         snake_case   :							List[Any]						  =evaluate_ast(lowerCamelCase_					,						lowerCamelCase_					,						lowerCamelCase_							)
         if line_result is not None:
            snake_case   :							Union[str, Any]						  =line_result
   return result










'''simple docstring'''





def 		_a   (  lowerCamelCase_							):
   return "".join(chr(ord(lowerCamelCase_							) + 32							) if '''A''' <= char <= '''Z''' else char for char in word							)


if __name__ == "__main__":
      from doctest import testmod

      testmod()





