"""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    __UpperCAmelCase						(	__lowerCAmelCase	):
				pass





def 			lowerCamelCase_ (					__lowerCAmelCase   ,    __lowerCAmelCase   ,    __lowerCAmelCase=None   ,    __lowerCAmelCase=False				)							->					Optional[int]:




						'''simple docstring'''



						try:
												lowerCamelCase__					=ast.parse(__lowerCAmelCase				)
						except SyntaxError as e:
												print("The code generated by the agent is not valid.\n"   ,    __lowerCAmelCase				)
												return
						if state is None:
												lowerCamelCase__					={}
						lowerCamelCase__					=None
						for idx, node in enumerate(expression.body				):
												try:
																		lowerCamelCase__					=evaluate_ast(__lowerCAmelCase   ,    __lowerCAmelCase   ,    __lowerCAmelCase				)
												except InterpretorError as e:
																		lowerCamelCase__					=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:
																		lowerCamelCase__					=line_result

						return result





def 			lowerCamelCase_ (					__lowerCAmelCase   ,    __lowerCAmelCase   ,    __lowerCAmelCase				)							->					Tuple:




						'''simple docstring'''



						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
												lowerCamelCase__					=[evaluate_ast(__lowerCAmelCase   ,    __lowerCAmelCase   ,    __lowerCAmelCase				) for k in expression.keys]
												lowerCamelCase__					=[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 			lowerCamelCase_ (					__lowerCAmelCase   ,    __lowerCAmelCase   ,    __lowerCAmelCase				)							->					int:




						'''simple docstring'''



						lowerCamelCase__					=assign.targets
						lowerCamelCase__					=evaluate_ast(assign.value   ,    __lowerCAmelCase   ,    __lowerCAmelCase				)

						if len(__lowerCAmelCase				) == 1:
												lowerCamelCase__					=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				):
																		lowerCamelCase__					=r
						return result





def 			lowerCamelCase_ (					__lowerCAmelCase   ,    __lowerCAmelCase   ,    __lowerCAmelCase				)							->					Dict:




						'''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__					=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__					=tools[func_name]
						# Todo deal with args
						lowerCamelCase__					=[evaluate_ast(__lowerCAmelCase   ,    __lowerCAmelCase   ,    __lowerCAmelCase				) for arg in call.args]
						lowerCamelCase__					={keyword.arg: evaluate_ast(keyword.value   ,    __lowerCAmelCase   ,    __lowerCAmelCase				) for keyword in call.keywords}
						return func(*__lowerCAmelCase   ,    **__lowerCAmelCase				)





def 			lowerCamelCase_ (					__lowerCAmelCase   ,    __lowerCAmelCase   ,    __lowerCAmelCase				)							->					str:




						'''simple docstring'''



						lowerCamelCase__					=evaluate_ast(subscript.slice   ,    __lowerCAmelCase   ,    __lowerCAmelCase				)
						lowerCamelCase__					=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				):
												lowerCamelCase__					=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 			lowerCamelCase_ (					__lowerCAmelCase   ,    __lowerCAmelCase   ,    __lowerCAmelCase				)							->					List[str]:




						'''simple docstring'''



						if name.id in state:
												return state[name.id]
						lowerCamelCase__					=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 			lowerCamelCase_ (					__lowerCAmelCase   ,    __lowerCAmelCase   ,    __lowerCAmelCase				)							->					int:




						'''simple docstring'''



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

						lowerCamelCase__					=evaluate_ast(condition.left   ,    __lowerCAmelCase   ,    __lowerCAmelCase				)
						lowerCamelCase__					=condition.ops[0]
						lowerCamelCase__					=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 			lowerCamelCase_ (					__lowerCAmelCase   ,    __lowerCAmelCase   ,    __lowerCAmelCase				)							->					List[str]:




						'''simple docstring'''



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





def 			lowerCamelCase_ (					__lowerCAmelCase   ,    __lowerCAmelCase   ,    __lowerCAmelCase				)							->					List[Any]:




						'''simple docstring'''



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



"""simple docstring"""


from __future__ import annotations





def 			lowerCamelCase_ (					__lowerCAmelCase				)							->					int | float:




						'''simple docstring'''



						if len(__lowerCAmelCase				) == 0:
												raise ValueError("find_max() arg is an empty sequence"				)
						lowerCamelCase__					=nums[0]
						for x in nums:
												if x > max_num:
																		lowerCamelCase__					=x
						return max_num


if __name__ == "__main__":
	import doctest

	doctest.testmod(verbose=True)


