




import ast
import difflib
from collections.abc import Mapping
from typing import Any, Callable, Dict
class 				__snake_case     (_A						):
				pass






def 							_UpperCAmelCase     (UpperCamelCase_       :       str					,			UpperCamelCase_       :       Optional[Any]					,			UpperCamelCase_       :       Dict=None					,			UpperCamelCase_       :       str=False				):
				'''simple docstring'''
				try:
								_lowerCAmelCase			:			int        =					ast.parse(lowercase__				)
				except SyntaxError as e:
								print("""The code generated by the agent is not valid.\n"""					,			lowercase__				)
								return
				if state is None:
								_lowerCAmelCase			:			int        =					{}
				_lowerCAmelCase			:			Tuple        =					None
				for idx, node in enumerate(expression.body				):
								try:
												_lowerCAmelCase			:			int        =					evaluate_ast(lowercase__					,			lowercase__					,			lowercase__				)
								except InterpretorError as e:
												_lowerCAmelCase			:			Optional[int]        =					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(lowercase__				)
												break
								if line_result is not None:
												_lowerCAmelCase			:			Optional[Any]        =					line_result

				return result




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

				if len(lowercase__				) == 1:
								_lowerCAmelCase			:			Any        =					result
				else:
								if len(lowercase__				) != len(lowercase__				):
												raise InterpretorError(F"Expected {len(lowercase__				)} values but got {len(lowercase__				)}."				)
								for var_name, r in zip(lowercase__					,			lowercase__				):
												_lowerCAmelCase			:			Optional[Any]        =					r
				return result




def 							_UpperCAmelCase     (UpperCamelCase_       :       List[str]					,			UpperCamelCase_       :       int					,			UpperCamelCase_       :       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			:			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})."				)

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




def 							_UpperCAmelCase     (UpperCamelCase_       :       List[Any]					,			UpperCamelCase_       :       Any					,			UpperCamelCase_       :       Tuple				):
				'''simple docstring'''
				_lowerCAmelCase			:			Dict        =					evaluate_ast(subscript.slice					,			lowercase__					,			lowercase__				)
				_lowerCAmelCase			:			str        =					evaluate_ast(subscript.value					,			lowercase__					,			lowercase__				)
				if isinstance(lowercase__					,			(list, tuple)				):
								return value[int(lowercase__				)]
				if index in value:
								return value[index]
				if isinstance(lowercase__					,			lowercase__				) and isinstance(lowercase__					,			lowercase__				):
								_lowerCAmelCase			:			Optional[int]        =					difflib.get_close_matches(lowercase__					,			list(value.keys()				)				)
								if len(lowercase__				) > 0:
												return value[close_matches[0]]

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




def 							_UpperCAmelCase     (UpperCamelCase_       :       List[Any]					,			UpperCamelCase_       :       Tuple					,			UpperCamelCase_       :       Union[str, Any]				):
				'''simple docstring'''
				if name.id in state:
								return state[name.id]
				_lowerCAmelCase			:			Any        =					difflib.get_close_matches(name.id					,			list(state.keys()				)				)
				if len(lowercase__				) > 0:
								return state[close_matches[0]]
				raise InterpretorError(F"The variable `{name.id}` is not defined."				)




def 							_UpperCAmelCase     (UpperCamelCase_       :       Union[str, Any]					,			UpperCamelCase_       :       List[Any]					,			UpperCamelCase_       :       Dict				):
				'''simple docstring'''
				if len(condition.ops				) > 1:
								raise InterpretorError("""Cannot evaluate conditions with multiple operators"""				)

				_lowerCAmelCase			:			Union[str, Any]        =					evaluate_ast(condition.left					,			lowercase__					,			lowercase__				)
				_lowerCAmelCase			:			Dict        =					condition.ops[0]
				_lowerCAmelCase			:			Tuple        =					evaluate_ast(condition.comparators[0]					,			lowercase__					,			lowercase__				)

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




def 							_UpperCAmelCase     (UpperCamelCase_       :       int					,			UpperCamelCase_       :       Dict					,			UpperCamelCase_       :       Dict				):
				'''simple docstring'''
				_lowerCAmelCase			:			Optional[int]        =					None
				if evaluate_condition(if_statement.test					,			lowercase__					,			lowercase__				):
								for line in if_statement.body:
												_lowerCAmelCase			:			Optional[Any]        =					evaluate_ast(lowercase__					,			lowercase__					,			lowercase__				)
												if line_result is not None:
																_lowerCAmelCase			:			int        =					line_result
				else:
								for line in if_statement.orelse:
												_lowerCAmelCase			:			int        =					evaluate_ast(lowercase__					,			lowercase__					,			lowercase__				)
												if line_result is not None:
																_lowerCAmelCase			:			str        =					line_result
				return result





def 							_UpperCAmelCase     (UpperCamelCase_       :       Any					,			UpperCamelCase_       :       Union[str, Any]					,			UpperCamelCase_       :       Dict				):
				'''simple docstring'''
				_lowerCAmelCase			:			Union[str, Any]        =					None
				_lowerCAmelCase			:			List[Any]        =					evaluate_ast(for_loop.iter					,			lowercase__					,			lowercase__				)
				for counter in iterator:
								_lowerCAmelCase			:			Tuple        =					counter
								for expression in for_loop.body:
												_lowerCAmelCase			:			int        =					evaluate_ast(lowercase__					,			lowercase__					,			lowercase__				)
												if line_result is not None:
																_lowerCAmelCase			:			List[Any]        =					line_result
				return result




"""simple docstring"""




def    __SCREAMING_SNAKE_CASE						(						lowercase__ = 1_000      ):
					"""simple docstring"""
					return sum(i for i in range(lowercase__      ) if i % 3 == 0 or i % 5 == 0      )


if __name__ == "__main__":
	print(f"""{solution() = }""")





