


# 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_		(							__snake_case):
       '''simple docstring'''
       pass




def    a		(							SCREAMING_SNAKE_CASE_					:						Union[str, Any]							,	SCREAMING_SNAKE_CASE_					:						Optional[Any]							,	SCREAMING_SNAKE_CASE_					:						List[Any]=None							,	SCREAMING_SNAKE_CASE_					:						Any=False				):






       """simple docstring"""





       try:
              UpperCamelCase			:		str      		=						ast.parse(__lowercase				)
       except SyntaxError as e:
              print('''The code generated by the agent is not valid.\n'''							,	__lowercase				)
              return
       if state is None:
              UpperCamelCase			:		List[Any]      		=						{}
       UpperCamelCase			:		Tuple      		=						None
       for idx, node in enumerate(expression.body				):
              try:
                     UpperCamelCase			:		Optional[int]      		=						evaluate_ast(__lowercase							,	__lowercase							,	__lowercase				)
              except InterpretorError as e:
                     UpperCamelCase			:		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:
                     UpperCamelCase			:		Any      		=						line_result

       return result


def    a		(							SCREAMING_SNAKE_CASE_					:						Tuple							,	SCREAMING_SNAKE_CASE_					:						Union[str, Any]							,	SCREAMING_SNAKE_CASE_					:						Optional[Any]				):






       """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
              UpperCamelCase			:		Tuple      		=						[evaluate_ast(__lowercase							,	__lowercase							,	__lowercase				) for k in expression.keys]
              UpperCamelCase			:		Dict      		=						[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    a		(							SCREAMING_SNAKE_CASE_					:						Union[str, Any]							,	SCREAMING_SNAKE_CASE_					:						List[str]							,	SCREAMING_SNAKE_CASE_					:						Union[str, Any]				):






       """simple docstring"""





       UpperCamelCase			:		List[str]      		=						assign.targets
       UpperCamelCase			:		List[Any]      		=						evaluate_ast(assign.value							,	__lowercase							,	__lowercase				)

       if len(__lowercase				) == 1:
              UpperCamelCase			:		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				):
                     UpperCamelCase			:		List[str]      		=						r
       return result


def    a		(							SCREAMING_SNAKE_CASE_					:						Optional[int]							,	SCREAMING_SNAKE_CASE_					:						Optional[Any]							,	SCREAMING_SNAKE_CASE_					:						List[Any]				):






       """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			:		Tuple      		=						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			:		Any      		=						tools[func_name]
       # Todo deal with args
       UpperCamelCase			:		List[str]      		=						[evaluate_ast(__lowercase							,	__lowercase							,	__lowercase				) for arg in call.args]
       UpperCamelCase			:		str      		=						{keyword.arg: evaluate_ast(keyword.value							,	__lowercase							,	__lowercase				) for keyword in call.keywords}
       return func(*__lowercase							,	**__lowercase				)


def    a		(							SCREAMING_SNAKE_CASE_					:						Any							,	SCREAMING_SNAKE_CASE_					:						Tuple							,	SCREAMING_SNAKE_CASE_					:						int				):






       """simple docstring"""





       UpperCamelCase			:		str      		=						evaluate_ast(subscript.slice							,	__lowercase							,	__lowercase				)
       UpperCamelCase			:		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				):
              UpperCamelCase			:		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    a		(							SCREAMING_SNAKE_CASE_					:						int							,	SCREAMING_SNAKE_CASE_					:						Dict							,	SCREAMING_SNAKE_CASE_					:						Optional[Any]				):






       """simple docstring"""





       if name.id in state:
              return state[name.id]
       UpperCamelCase			:		Optional[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    a		(							SCREAMING_SNAKE_CASE_					:						Optional[int]							,	SCREAMING_SNAKE_CASE_					:						Any							,	SCREAMING_SNAKE_CASE_					:						Union[str, Any]				):






       """simple docstring"""





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

       UpperCamelCase			:		Dict      		=						evaluate_ast(condition.left							,	__lowercase							,	__lowercase				)
       UpperCamelCase			:		int      		=						condition.ops[0]
       UpperCamelCase			:		Any      		=						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    a		(							SCREAMING_SNAKE_CASE_					:						int							,	SCREAMING_SNAKE_CASE_					:						str							,	SCREAMING_SNAKE_CASE_					:						Dict				):






       """simple docstring"""





       UpperCamelCase			:		List[str]      		=						None
       if evaluate_condition(if_statement.test							,	__lowercase							,	__lowercase				):
              for line in if_statement.body:
                     UpperCamelCase			:		List[str]      		=						evaluate_ast(__lowercase							,	__lowercase							,	__lowercase				)
                     if line_result is not None:
                            UpperCamelCase			:		Dict      		=						line_result
       else:
              for line in if_statement.orelse:
                     UpperCamelCase			:		str      		=						evaluate_ast(__lowercase							,	__lowercase							,	__lowercase				)
                     if line_result is not None:
                            UpperCamelCase			:		int      		=						line_result
       return result


def    a		(							SCREAMING_SNAKE_CASE_					:						Optional[int]							,	SCREAMING_SNAKE_CASE_					:						Optional[Any]							,	SCREAMING_SNAKE_CASE_					:						str				):






       """simple docstring"""





       UpperCamelCase			:		Tuple      		=						None
       UpperCamelCase			:		int      		=						evaluate_ast(for_loop.iter							,	__lowercase							,	__lowercase				)
       for counter in iterator:
              UpperCamelCase			:		List[Any]      		=						counter
              for expression in for_loop.body:
                     UpperCamelCase			:		Dict      		=						evaluate_ast(__lowercase							,	__lowercase							,	__lowercase				)
                     if line_result is not None:
                            UpperCamelCase			:		str      		=						line_result
       return result


from __future__ import annotations

from PIL import Image

# Define the first generation of cells
# fmt: off
__SCREAMING_SNAKE_CASE						:    Optional[int]     = [[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1,
          0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]]
def 					snake_case						(__lowercase						)       ->       list[int]:

						'''simple docstring'''



						return [int(__lowercase						) for c in F"""{ruleset:08}"""[:8]]
def 					snake_case						(__lowercase					,			__lowercase					,			__lowercase						)       ->       list[int]:

						'''simple docstring'''



						_snake_case						:     Any				=    len(cells[0]						)  # 31
						_snake_case						:     str				=    []
						for i in range(__lowercase						):
												# Get the neighbors of each cell
												# Handle neighbours outside bounds by using 0 as their value
												_snake_case						:     Any				=    0 if i == 0 else cells[time][i - 1]
												_snake_case						:     List[str]				=    0 if i == population - 1 else cells[time][i + 1]
												# Define a new cell and add it to the new generation
												_snake_case						:     str				=    7 - int(F"""{left_neighbor}{cells[time][i]}{right_neighbor}"""					,			2						)
												next_generation.append(rule[situation]						)
						return next_generation
def 					snake_case						(__lowercase						)       ->       Image.Image:

						'''simple docstring'''



						_snake_case						:     str				=    Image.new("RGB"					,			(len(cells[0]						), len(__lowercase						))						)
						_snake_case						:     int				=    img.load()
						# Generates image
						for w in range(img.width						):
												for h in range(img.height						):
																		_snake_case						:     List[Any]				=    255 - int(255 * cells[h][w]						)
																		_snake_case						:     Union[str, Any]				=    (color, color, color)
						return img


if __name__ == "__main__":
				__SCREAMING_SNAKE_CASE						:    Any     = bin(int(input('Rule:\n').strip()))[2:]
				__SCREAMING_SNAKE_CASE						:    Tuple     = format_ruleset(int(rule_num))
				for time in range(1_6):
								CELLS.append(new_generation(CELLS, rule, time))
				__SCREAMING_SNAKE_CASE						:    List[Any]     = generate_image(CELLS)
				# Uncomment to save the image
				# img.save(f"rule_{rule_num}.png")
				img.show()