




'''simple docstring'''





import ast
import difflib
from collections.abc import Mapping
from typing import Any, Callable, Dict


class     UpperCamelCase					(  snake_case__					):
  pass






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

    return result





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

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





def UpperCAmelCase						(					UpperCAmelCase_      ,  UpperCAmelCase_      ,  UpperCAmelCase_	):
    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							:       Union[str, Any]       					=			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							:       Any       					=			tools[func_name]
    # Todo deal with args
    _a							:       int       					=			[evaluate_ast(UpperCAmelCase_      ,  UpperCAmelCase_      ,  UpperCAmelCase_	) for arg in call.args]
    _a							:       Tuple       					=			{keyword.arg: evaluate_ast(keyword.value      ,  UpperCAmelCase_      ,  UpperCAmelCase_	) for keyword in call.keywords}
    return func(*UpperCAmelCase_      ,  **UpperCAmelCase_	)





def UpperCAmelCase						(					UpperCAmelCase_      ,  UpperCAmelCase_      ,  UpperCAmelCase_	):
    _a							:       Dict       					=			evaluate_ast(subscript.slice      ,  UpperCAmelCase_      ,  UpperCAmelCase_	)
    _a							:       Any       					=			evaluate_ast(subscript.value      ,  UpperCAmelCase_      ,  UpperCAmelCase_	)
    if isinstance(UpperCAmelCase_      ,  (list, tuple)	):
        return value[int(UpperCAmelCase_	)]
    if index in value:
        return value[index]
    if isinstance(UpperCAmelCase_      ,  UpperCAmelCase_	) and isinstance(UpperCAmelCase_      ,  UpperCAmelCase_	):
        _a							:       Tuple       					=			difflib.get_close_matches(UpperCAmelCase_      ,  list(value.keys()	)	)
        if len(UpperCAmelCase_	) > 0:
            return value[close_matches[0]]

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





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





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

    _a							:       Dict       					=			evaluate_ast(condition.left      ,  UpperCAmelCase_      ,  UpperCAmelCase_	)
    _a							:       List[str]       					=			condition.ops[0]
    _a							:       Tuple       					=			evaluate_ast(condition.comparators[0]      ,  UpperCAmelCase_      ,  UpperCAmelCase_	)

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





def UpperCAmelCase						(					UpperCAmelCase_      ,  UpperCAmelCase_      ,  UpperCAmelCase_	):
    _a							:       List[Any]       					=			None
    if evaluate_condition(if_statement.test      ,  UpperCAmelCase_      ,  UpperCAmelCase_	):
        for line in if_statement.body:
            _a							:       Optional[int]       					=			evaluate_ast(UpperCAmelCase_      ,  UpperCAmelCase_      ,  UpperCAmelCase_	)
            if line_result is not None:
                _a							:       int       					=			line_result
    else:
        for line in if_statement.orelse:
            _a							:       List[Any]       					=			evaluate_ast(UpperCAmelCase_      ,  UpperCAmelCase_      ,  UpperCAmelCase_	)
            if line_result is not None:
                _a							:       List[Any]       					=			line_result
    return result





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








'''simple docstring'''





from math import exp





def UpperCAmelCase						(					UpperCAmelCase_	):
    return 8 * x - 2 * exp(-x	)





def UpperCAmelCase						(					UpperCAmelCase_      ,  UpperCAmelCase_      ,  UpperCAmelCase_	):
    _a							:       Optional[int]       					=			lower_bound
    _a							:       str       					=			upper_bound
    for _ in range(0      ,  UpperCAmelCase_	):
        _a					,   _a							:       List[str]       					=			xa, xa - (f(UpperCAmelCase_	) * (xa - xa)) / (f(UpperCAmelCase_	) - f(UpperCAmelCase_	))
    return xa


if __name__ == "__main__":
  print(F"""Example: {secant_method(1, 3, 2)}""")


