code: 
  '''simple docstring'''
  
  import dataclasses
  import enum
  import functools
  import math
  import re
  
  # The following script is adapted from the script of TaPas.
  # Original: https://github.com/google-research/tapas/master/wikisql_utils.py
  from typing import Any, List, Text
  
  
  _UpperCAmelCase   :      Tuple 						=  """none"""
  _UpperCAmelCase   :      str 						=  """none"""
  
  
  
  
  
  
  
  def 						snake_case__	(      UpperCamelCase			,UpperCamelCase	) ->      Any:
  		_UpperCamelCase       : Optional[int]    =      value.split(UpperCamelCase	)
  		return len(UpperCamelCase	) > 1 and any((len(UpperCamelCase	) == 3 for x in split)	)
  
  
  
  
  
  
  
  def 						snake_case__	(      UpperCamelCase	) ->      List[Any]:
  		if isinstance(UpperCamelCase			,UpperCamelCase	):
  				return value
  		if isinstance(UpperCamelCase			,UpperCamelCase	):
  				return float(UpperCamelCase	)
  		if not isinstance(UpperCamelCase			,UpperCamelCase	):
  				raise ValueError('''Argument value is not a string. Can\'t parse it as float'''	)
  		_UpperCamelCase       : Tuple    =      value
  
  		try:
  				# Example: 1,000.7
  				if "." in sanitized and "," in sanitized:
  						return float(sanitized.replace(''','''			,''''''	)	)
  				# 1,000
  				if "," in sanitized and _split_thousands(''','''			,UpperCamelCase	):
  						return float(sanitized.replace(''','''			,''''''	)	)
  				# 5,5556
  				if "," in sanitized and sanitized.count(''','''	) == 1 and not _split_thousands(''','''			,UpperCamelCase	):
  						return float(sanitized.replace(''','''			,'''.'''	)	)
  				# 0.0.0.1
  				if sanitized.count('''.'''	) > 1:
  						return float(sanitized.replace('''.'''			,''''''	)	)
  				# 0,0,0,1
  				if sanitized.count(''','''	) > 1:
  						return float(sanitized.replace(''','''			,''''''	)	)
  				return float(UpperCamelCase	)
  		except ValueError:
  				# Avoid adding the sanitized value in the error message.
  				raise ValueError('''Unable to convert value to float'''	)
  
  
  
  
  
  
  
  def 						snake_case__	(      UpperCamelCase	) ->      Union[str, Any]:
  		if answer is None:
  				return None
  		try:
  				_UpperCamelCase       : int    =      convert_to_float(UpperCamelCase	)
  				if isinstance(UpperCamelCase			,UpperCamelCase	) and math.isnan(UpperCamelCase	):
  						return None
  				return value
  		except ValueError:
  				return answer.lower()
  
  
  _UpperCAmelCase   :      Optional[int] 						=  {
      """text""": lambda x: x,
      """real""": convert_to_float,
  }
  
  class 			UpperCAmelCase				(					enum.Enum ):
  
  
  
  
  
  		"""simple docstring"""
  
  
  
  
  
  		A__  :   List[str]          =    0
  		A__  :   Optional[int]          =    1
  		A__  :   Tuple          =    2
  		A__  :   Any          =    3
  		A__  :   Dict          =    4
  		A__  :   Any          =    5
  
  
  
  
  
  
  
  class 			UpperCAmelCase				(					enum.Enum ):
  
  
  
  
  
  		"""simple docstring"""
  
  
  
  
  
  		A__  :   int          =    0
  		A__  :   Union[str, Any]          =    1
  		A__  :   str          =    2
  
  
  
  
  
  
  
  @dataclasses.dataclass
  class 			UpperCAmelCase				:
  
  
  
  
  
  		"""simple docstring"""
  
  
  
  
  
  		A__  :   Text
  		A__  :   _Operator
  		A__  :   Any
  
  
  
  
  
  
  
  _UpperCAmelCase   :      int 						=  re.compile(R"""\w+|[^\w\s]+""", re.UNICODE | re.MULTILINE | re.DOTALL)
  
  
  
  
  
  
  
  def 						snake_case__	(      UpperCamelCase	) ->      Tuple:
  		return list(_TOKENIZER.findall(x.lower()	)	)
  
  
  
  
  
  
  
  def 						snake_case__	(      UpperCamelCase			,UpperCamelCase			,UpperCamelCase	) ->      str:
  		if operator == _Operator.EQUALS:
  				return src == tgt
  		elif operator == _Operator.GREATER:
  				return src > tgt
  		elif operator == _Operator.LESSER:
  				return src < tgt
  		raise ValueError(f'''Unknown operator: {operator}'''	)
  
  
  
  
  
  
  
  def 						snake_case__	(      UpperCamelCase			,UpperCamelCase			,UpperCamelCase	) ->      Tuple:
  		_UpperCamelCase       : Tuple    =      table['''types''']
  		return _TYPE_CONVERTER[types[column]](UpperCamelCase	)
  
  
  
  
  
  
  
  def 						snake_case__	(      UpperCamelCase	) ->      str:
  		return isinstance(UpperCamelCase			,UpperCamelCase	)
  
  
  
  
  
  
  
  def 						snake_case__	(      UpperCamelCase			,UpperCamelCase			,UpperCamelCase	) ->      Tuple:
  		for cond in conditions:
  				_UpperCamelCase       : List[Any]    =      row[cond.column]
  
  				_UpperCamelCase       : int    =      _parse_value(UpperCamelCase			,cond.column			,cond.cmp_value	)
  
  				if _is_string(UpperCamelCase	) and _is_string(UpperCamelCase	):
  						_UpperCamelCase       : List[str]    =      _normalize_for_match(UpperCamelCase	)
  						_UpperCamelCase       : Optional[int]    =      _normalize_for_match(UpperCamelCase	)
  
  				if not isinstance(UpperCamelCase			,type(UpperCamelCase	)	):
  						raise ValueError('''Type difference {} != {}'''.format(type(UpperCamelCase	)			,type(UpperCamelCase	)	)	)
  
  				if not _compare(cond.operator			,UpperCamelCase			,UpperCamelCase	):
  						return False
  		return True
  
  
  
  
  
  
  
  def 						snake_case__	(      UpperCamelCase			,UpperCamelCase			,UpperCamelCase	) ->      Any:
  		if not answer_coordinates:
  				if aggregation_op == _Aggregation.COUNT:
  						return 0.0
  				else:
  						return EMPTY_ANSWER_AGG
  
      # Count can support non numeric answers.
  		if aggregation_op == _Aggregation.COUNT:
  				return float(len(UpperCamelCase	)	)
  
  		# If we have just one answer, if float returns it or try a conversion.
  		_UpperCamelCase       : Any    =      [table['''rows'''][i][j] for (i, j) in answer_coordinates]
  		if len(UpperCamelCase	) == 1:
  				try:
  						return convert_to_float(values[0]	)
  				except ValueError as e:
  						if aggregation_op != _Aggregation.NONE:
  								raise e
  
  		if aggregation_op == _Aggregation.NONE:
  				return None
  
  		# Other aggregation only support numeric values. Bail out if we have strings.
  		if not all((isinstance(UpperCamelCase			,(int, float)	) for v in values)	):
  				return None
  
  		if aggregation_op == _Aggregation.SUM:
  				return float(sum(UpperCamelCase	)	)
  		elif aggregation_op == _Aggregation.AVERAGE:
  				return sum(UpperCamelCase	) / len(UpperCamelCase	)
  		else:
  				raise ValueError(f'''Unknown aggregation: {aggregation_op}'''	)
  
  
  
  
  
  
  
  def 						snake_case__	(      UpperCamelCase			,UpperCamelCase	) ->      List[str]:
  		_UpperCamelCase       : List[Any]    =      sql_query['''agg''']
  		if aggregation_op_index >= 3:
  				_UpperCamelCase       : Dict    =      _Aggregation(UpperCamelCase	)
  		else:
  				_UpperCamelCase       : int    =      _Aggregation.NONE
  
  		_UpperCamelCase       : Union[str, Any]    =      sql_query['''sel''']
  		_UpperCamelCase       : str    =      [
  		    _Condition(UpperCamelCase			,_Operator(UpperCamelCase	)			,UpperCamelCase	)
  		    for column, operator, cmp_value in zip(
  		        sql_query['''conds''']['''column_index''']			,sql_query['''conds''']['''operator_index''']			,sql_query['''conds''']['''condition''']	)
  		]
  
  		_UpperCamelCase       : str    =      []
  		for row in range(len(table['''rows''']	)	):
  				if _respect_conditions(UpperCamelCase			,table['''rows'''][row]			,UpperCamelCase	):
  						indices.append((row, target_column)	)
  
  		if not indices:
  				return [], aggregation_op
  
  		if len(UpperCamelCase	) == 1:
  				return indices, aggregation_op
  
  		# Parsing of MIN/MAX.
  		if aggregation_op_index in (1, 2):
  				_UpperCamelCase       : List[Any]    =      {2: min, 1: max}
  				_UpperCamelCase       : Dict    =      [(table['''rows'''][i][j], index) for index, (i, j) in enumerate(UpperCamelCase	)]
  				_UpperCamelCase       : Tuple    =      functools.reduce(operators[sql_query['''agg''']]			,UpperCamelCase	)
  
  				_UpperCamelCase       : List[str]    =      [indices[reduced[1]]]
  				return ret, _Aggregation.NONE
  
  		return indices, aggregation_op
  
  
  
  
  
  
  
  def 						snake_case__	(      UpperCamelCase			,UpperCamelCase			,UpperCamelCase	) ->      Optional[int]:
  		if float_answer is not None:
  				return [str(UpperCamelCase	)]
  		return [str(table['''real_rows'''][r][c]	) for r, c in answer_coordinates]
  
  
  
  
  
  
  
  def 						snake_case__	(      UpperCamelCase			,UpperCamelCase	) ->      List:
  		_UpperCamelCase       : int    =      _get_answer_coordinates(UpperCamelCase			,UpperCamelCase	)
  		_UpperCamelCase       : str    =      _get_float_answer(UpperCamelCase			,UpperCamelCase			,UpperCamelCase	)
  		_UpperCamelCase       : str    =      _get_answer_text(UpperCamelCase			,UpperCamelCase			,UpperCamelCase	)
  		# keep the original data the same with TaPas
  		if len(UpperCamelCase	) == 0:
  				_UpperCamelCase       : Optional[int]    =      [EMPTY_ANSWER]
  		return answer_text
  
  
  
  
  
  
style_context: 
  '''simple docstring'''
  
  from __future__ import annotations
  
  from collections.abc import Iterable
  from dataclasses import dataclass
  from typing import Any
  
  class 			UpperCAmelCase				:
  
  
  
  
  
  		"""simple docstring"""
  
  
  
  
  
  		A__  :   List[str]          =    ('_front', '_back', '_len')
  
  		@dataclass
  		class 			UpperCAmelCase				:
  
  
  
  
  
  				"""simple docstring"""
  
  
  
  
  
  				A__  :   Any          =    None
  				A__  :   Deque._Node | None          =    None
  				A__  :   Deque._Node | None          =    None
  
  
  
  
  
  
  
  		class 			UpperCAmelCase				:
  
  
  
  
  
  				"""simple docstring"""
  
  
  
  
  
  				A__  :   Any          =    ('_cur',)
  				def __init__(    self  ,					_snake_case     )				->    None:
  						_UpperCamelCase       : Any    =      cur
  				def __iter__(    self     )				->    Deque._Iterator:
  						return self
  
  
  
  
  				def _lowercase  (    self     )				->    Any:
  						if self._cur is None:
  								# finished iterating
  								raise StopIteration
  						_UpperCamelCase       : List[Any]    =      self._cur.val
  						_UpperCamelCase       : List[Any]    =      self._cur.next_node
  
  						return val
  
  
  
  
  
  
  
  		def __init__(    self  ,					_snake_case = None     )				->    None:
  				_UpperCamelCase       : Any    =      None
  				_UpperCamelCase       : Any    =      None
  				_UpperCamelCase       : int    =      0
  
  				if iterable is not None:
  						# append every value to the deque
  						for val in iterable:
  								self.append(_snake_case     )
  		def _lowercase  (    self  ,					_snake_case     )				->    None:
  				_UpperCamelCase       : List[str]    =      self._Node(_snake_case  ,					_snake_case  ,					_snake_case     )
  				if self.is_empty():
  						# front = back
  						_UpperCamelCase       : Union[str, Any]    =      node
  						_UpperCamelCase       : Tuple    =      1
  				else:
  						# connect nodes
  						_UpperCamelCase       : Union[str, Any]    =      node
  						_UpperCamelCase       : int    =      self._back
  						_UpperCamelCase       : List[Any]    =      node  # assign new back to the new node
  
  						self._len += 1
  
  						# make sure there were no errors
  						assert not self.is_empty(), "Error on appending value."
  		def _lowercase  (    self  ,					_snake_case     )				->    None:
  				_UpperCamelCase       : Optional[Any]    =      self._Node(_snake_case  ,					_snake_case  ,					_snake_case     )
  				if self.is_empty():
  						# front = back
  						_UpperCamelCase       : Union[str, Any]    =      node
  						_UpperCamelCase       : Optional[int]    =      1
  				else:
  						# connect nodes
  						_UpperCamelCase       : Tuple    =      self._front
  						_UpperCamelCase       : Optional[int]    =      node
  						_UpperCamelCase       : List[str]    =      node  # assign new front to the new node
  
  						self._len += 1
  
  						# make sure there were no errors
  						assert not self.is_empty(), "Error on appending value."
  		def _lowercase  (    self  ,					_snake_case     )				->    None:
  				for val in iterable:
  						self.append(_snake_case     )
  		def _lowercase  (    self  ,					_snake_case     )				->    None:
  				for val in iterable:
  						self.appendleft(_snake_case     )
  		def _lowercase  (    self     )				->    Any:
  				assert not self.is_empty(), "Deque is empty."
  
  				_UpperCamelCase       : int    =      self._back
  				_UpperCamelCase       : List[Any]    =      self._back.prev_node  # set new back
  				# drop the last node - python will deallocate memory automatically
  				_UpperCamelCase       : Union[str, Any]    =      None
  
  				self._len -= 1
  
  				return topop.val
  		def _lowercase  (    self     )				->    Any:
  				assert not self.is_empty(), "Deque is empty."
  
  				_UpperCamelCase       : List[Any]    =      self._front
  				_UpperCamelCase       : str    =      self._front.next_node  # set new front and drop the first node
  				_UpperCamelCase       : Union[str, Any]    =      None
  
  				self._len -= 1
  
  				return topop.val
  		def _lowercase  (    self     )				->    bool:
  				return self._front is None
  		def __len__(    self     )				->    int:
  				return self._len
  		def __eq__(    self  ,					_snake_case     )				->    bool:
  
  				if not isinstance(_snake_case  ,					_snake_case     ):
  						return NotImplemented
  
  				_UpperCamelCase       : Optional[int]    =      self._front
  				_UpperCamelCase       : List[Any]    =      other._front
  
  				# if the length of the dequeues are not the same, they are not equal
  				if len(self     ) != len(_snake_case     ):
  						return False
  
  				while me is not None and oth is not None:
  						# compare every value
  						if me.val != oth.val:
  								return False
  						_UpperCamelCase       : str    =      me.next_node
  						_UpperCamelCase       : List[str]    =      oth.next_node
  
  				return True
  		def __iter__(    self     )				->    Deque._Iterator:
  				return Deque._Iterator(self._front     )
  
  
  
  
  		def __repr__(    self     )				->    str:
  				_UpperCamelCase       : str    =      []
  				_UpperCamelCase       : Tuple    =      self._front
  				while aux is not None:
  						# append the values in a list to display
  						values_list.append(aux.val     )
  						_UpperCamelCase       : List[str]    =      aux.next_node
  
  				return F'''[{', '.join(repr(_snake_case     ) for val in values_list     )}]'''
  
  
  if __name__ == "__main__":
  	import doctest
  
  	doctest.testmod()
  
  
  
  
  
  