


# 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__):






							"""simple docstring"""







							pass




def   lowerCamelCase_       (					UpperCAmelCase__       ,    UpperCAmelCase__       ,    UpperCAmelCase__=None       ,    UpperCAmelCase__=False      ):



						"""simple docstring"""




						try:
												a_					=		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_					=		{}
						a_					=		None
						for idx, node in enumerate(expression.body      ):
												try:
																		a_					=		evaluate_ast(UpperCAmelCase__       ,    UpperCAmelCase__       ,    UpperCAmelCase__      )
												except InterpretorError as e:
																		a_					=		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_					=		line_result

						return result




def   lowerCamelCase_       (					UpperCAmelCase__       ,    UpperCAmelCase__       ,    UpperCAmelCase__      ):



						"""simple docstring"""




						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_					=		[evaluate_ast(UpperCAmelCase__       ,    UpperCAmelCase__       ,    UpperCAmelCase__      ) for k in expression.keys]
												a_					=		[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   lowerCamelCase_       (					UpperCAmelCase__       ,    UpperCAmelCase__       ,    UpperCAmelCase__      ):



						"""simple docstring"""




						a_					=		assign.targets
						a_					=		evaluate_ast(assign.value       ,    UpperCAmelCase__       ,    UpperCAmelCase__      )

						if len(UpperCAmelCase__      ) == 1:
												a_					=		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_					=		r
						return result




def   lowerCamelCase_       (					UpperCAmelCase__       ,    UpperCAmelCase__       ,    UpperCAmelCase__      ):



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




def   lowerCamelCase_       (					UpperCAmelCase__       ,    UpperCAmelCase__       ,    UpperCAmelCase__      ):



						"""simple docstring"""




						a_					=		evaluate_ast(subscript.slice       ,    UpperCAmelCase__       ,    UpperCAmelCase__      )
						a_					=		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_					=		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   lowerCamelCase_       (					UpperCAmelCase__       ,    UpperCAmelCase__       ,    UpperCAmelCase__      ):



						"""simple docstring"""




						if name.id in state:
												return state[name.id]
						a_					=		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   lowerCamelCase_       (					UpperCAmelCase__       ,    UpperCAmelCase__       ,    UpperCAmelCase__      ):



						"""simple docstring"""




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

						a_					=		evaluate_ast(condition.left       ,    UpperCAmelCase__       ,    UpperCAmelCase__      )
						a_					=		condition.ops[0]
						a_					=		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   lowerCamelCase_       (					UpperCAmelCase__       ,    UpperCAmelCase__       ,    UpperCAmelCase__      ):



						"""simple docstring"""




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




def   lowerCamelCase_       (					UpperCAmelCase__       ,    UpperCAmelCase__       ,    UpperCAmelCase__      ):



						"""simple docstring"""




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



from collections.abc import Callable

A_    :					Any             =Callable[[float], float]  # type alias for a real -> real function




def   lowerCamelCase_       (					UpperCAmelCase__       ,    UpperCAmelCase__       ,    UpperCAmelCase__       ,    ):



						"""simple docstring"""




						a_					=		float(UpperCAmelCase__      )
						while True:
												try:
																		a_					=		prev_guess - function(UpperCAmelCase__      ) / derivative(UpperCAmelCase__      )
												except ZeroDivisionError:
																		raise ZeroDivisionError("""Could not find root"""      ) from None
												if abs(prev_guess - next_guess      ) < 10**-5:
																		return next_guess
												a_					=		next_guess




def   lowerCamelCase_       (					UpperCAmelCase__      ):



						"""simple docstring"""




						return (x**3) - (2 * x) - 5




def   lowerCamelCase_       (					UpperCAmelCase__      ):



						"""simple docstring"""




						return 3 * (x**2) - 2


if __name__ == "__main__":
	print(newton(f, fa, 3))