


"""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       (			__SCREAMING_SNAKE_CASE ):


							"""simple docstring"""
							pass






def 					a__ (       _UpperCamelCase	,			_UpperCamelCase	,			_UpperCamelCase=None	,			_UpperCamelCase=False ):





						"""simple docstring"""

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

						return result






def 					a__ (       _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
												UpperCAmelCase__		=    [evaluate_ast(_UpperCamelCase	,			_UpperCamelCase	,			_UpperCamelCase ) for k in expression.keys]
												UpperCAmelCase__		=    [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 					a__ (       _UpperCamelCase	,			_UpperCamelCase	,			_UpperCamelCase ):





						"""simple docstring"""

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

						if len(_UpperCamelCase ) == 1:
												UpperCAmelCase__		=    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 ):
																		UpperCAmelCase__		=    r
						return result






def 					a__ (       _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 )}.""" )
						UpperCAmelCase__		=    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}).""" )

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






def 					a__ (       _UpperCamelCase	,			_UpperCamelCase	,			_UpperCamelCase ):





						"""simple docstring"""

						UpperCAmelCase__		=    evaluate_ast(subscript.slice	,			_UpperCamelCase	,			_UpperCamelCase )
						UpperCAmelCase__		=    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 ):
												UpperCAmelCase__		=    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 					a__ (       _UpperCamelCase	,			_UpperCamelCase	,			_UpperCamelCase ):





						"""simple docstring"""

						if name.id in state:
												return state[name.id]
						UpperCAmelCase__		=    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 					a__ (       _UpperCamelCase	,			_UpperCamelCase	,			_UpperCamelCase ):





						"""simple docstring"""

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

						UpperCAmelCase__		=    evaluate_ast(condition.left	,			_UpperCamelCase	,			_UpperCamelCase )
						UpperCAmelCase__		=    condition.ops[0]
						UpperCAmelCase__		=    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 					a__ (       _UpperCamelCase	,			_UpperCamelCase	,			_UpperCamelCase ):





						"""simple docstring"""

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






def 					a__ (       _UpperCamelCase	,			_UpperCamelCase	,			_UpperCamelCase ):





						"""simple docstring"""

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



"""simple docstring"""







from collections import defaultdict






def 					a__ (       _UpperCamelCase = 5 ):





						"""simple docstring"""

						UpperCAmelCase__		=    defaultdict(_UpperCamelCase )
						UpperCAmelCase__		=    0

						while True:
												UpperCAmelCase__		=    get_digits(_UpperCamelCase )
												freqs[digits].append(_UpperCamelCase )

												if len(freqs[digits] ) == max_base:
																		UpperCAmelCase__		=    freqs[digits][0] ** 3
																		return base

												num += 1






def 					a__ (       _UpperCamelCase ):





						"""simple docstring"""

						return "".join(sorted(str(num**3 ) ) )


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