





import enum
import inspect
import warnings
from functools import wraps
from typing import Callable, Optional

from .logging import get_logger


a__			:    List[Any]			      =		set()
a__			:    Any			      =		get_logger(__name__)

def     UpperCAmelCase_						(						_UpperCAmelCase       :Optional[str] = None							)  ->							Tuple:
     '''simple docstring'''


     def decorator(_UpperCAmelCase       :Callable							):
          global _emitted_deprecation_warnings

          if inspect.isclass(_UpperCAmelCase							):
               A_					      =					deprecated_class_or_function.__init__
               A_					      =					deprecated_class_or_function.__name__
          else:
               A_					      =					deprecated_class_or_function
               A_					      =					deprecated_function.__name__
               # Support deprecating __init__ class method: class name instead
               A_					      =					name if name != '''__init__''' else deprecated_function.__qualname__.split('''.'''							)[-2]

          A_					      =					(
              f'{name} is deprecated and will be removed in the next major version of datasets.' + f' {help_message}'
              if help_message
              else ''''''
          )

          @wraps(_UpperCAmelCase							)
          def wrapper(*_UpperCAmelCase       :Tuple     ,	**_UpperCAmelCase       :Dict							):
               A_					      =					hash(_UpperCAmelCase							)
               if func_hash not in _emitted_deprecation_warnings:
                    warnings.warn(_UpperCAmelCase     ,	category=_UpperCAmelCase     ,	stacklevel=2							)
                    _emitted_deprecation_warnings.add(_UpperCAmelCase							)
               return deprecated_function(*_UpperCAmelCase     ,	**_UpperCAmelCase							)

          A_					      =					'''deprecated'''

          if inspect.isclass(_UpperCAmelCase							):
               A_					      =					wrapper
               return deprecated_class_or_function
          else:
               return wrapper

     return decorator





class SCREAMING_SNAKE_CASE							(   enum.EnumMeta   ):


  def __getattribute__(       cls   ,__snake_case   ):



       """simple docstring"""





       A_					      =					super().__getattribute__(__snake_case   )
       if isinstance(__snake_case   ,enum.Enum   ) and obj._on_access:
            obj._on_access()
       return obj


  def __getitem__(       cls   ,__snake_case   ):



       """simple docstring"""





       A_					      =					super().__getitem__(__snake_case   )
       if member._on_access:
            member._on_access()
       return member




  def __call__(       cls   ,__snake_case   ,__snake_case=None   ,*, __snake_case=None   ,__snake_case=None   ,__snake_case=None   ,__snake_case=1   ):



       """simple docstring"""





       A_					      =					super().__call__(__snake_case   ,__snake_case   ,module=__snake_case   ,qualname=__snake_case   ,type=__snake_case   ,start=__snake_case   )
       if isinstance(__snake_case   ,enum.Enum   ) and obj._on_access:
            obj._on_access()
       return obj





class SCREAMING_SNAKE_CASE							(   enum.Enum    ,		metaclass=_SCREAMING_SNAKE_CASE   ):


  def __new__(       cls   ,__snake_case   ):



       """simple docstring"""





       A_					      =					object.__new__(cls   )
       A_					      =					value
       A_					      =					member.deprecate
       return member


  @property
  def 	__UpperCAmelCase    (       self   ):



       """simple docstring"""





       return ""




  def 	__UpperCAmelCase    (       self   ):



       """simple docstring"""





       A_					      =					f' {self.help_message}' if self.help_message else ''''''
       warnings.warn(
           f'\'{self.__objclass__.__name__}\' is deprecated and will be removed in the next major version of datasets.'
           + help_message   ,__snake_case   ,stacklevel=3   ,)










# 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_							(   _SCREAMING_SNAKE_CASE   ):
  pass




def     UpperCAmelCase_						(						_UpperCAmelCase       :str     ,	_UpperCAmelCase       :Dict[str, Callable]     ,	_UpperCAmelCase       :Tuple=None     ,	_UpperCAmelCase       :Union[str, Any]=False							)  ->							Optional[int]:
     '''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     UpperCAmelCase_						(						_UpperCAmelCase       :ast.AST     ,	_UpperCAmelCase       :Dict[str, Any]     ,	_UpperCAmelCase       :Dict[str, Callable]							)  ->							Dict:
     '''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     UpperCAmelCase_						(						_UpperCAmelCase       :str     ,	_UpperCAmelCase       :int     ,	_UpperCAmelCase       :int							)  ->							Any:
     '''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     UpperCAmelCase_						(						_UpperCAmelCase       :Dict     ,	_UpperCAmelCase       :Union[str, Any]     ,	_UpperCAmelCase       :int							)  ->							Optional[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							)}.'							)
     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     UpperCAmelCase_						(						_UpperCAmelCase       :int     ,	_UpperCAmelCase       :Union[str, Any]     ,	_UpperCAmelCase       :Tuple							)  ->							Union[str, Any]:
     '''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     UpperCAmelCase_						(						_UpperCAmelCase       :Optional[Any]     ,	_UpperCAmelCase       :int     ,	_UpperCAmelCase       :Tuple							)  ->							Tuple:
     '''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     UpperCAmelCase_						(						_UpperCAmelCase       :Optional[int]     ,	_UpperCAmelCase       :Union[str, Any]     ,	_UpperCAmelCase       :str							)  ->							Optional[int]:
     '''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     UpperCAmelCase_						(						_UpperCAmelCase       :Optional[Any]     ,	_UpperCAmelCase       :str     ,	_UpperCAmelCase       :List[Any]							)  ->							Optional[Any]:
     '''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     UpperCAmelCase_						(						_UpperCAmelCase       :List[str]     ,	_UpperCAmelCase       :List[Any]     ,	_UpperCAmelCase       :Tuple							)  ->							str:
     '''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



