


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


A :       List[str]						=   "none"
A :       int						=   "none"

def  lowercase_						(						_A     :       Optional[Any]       ,   _A     :       Optional[int]		):

      """simple docstring"""




      lowerCamelCase__						:							List[str]       =    value.split(_A		)
      return len(_A		) > 1 and any((len(_A		) == 3 for x in split)		)

def  lowercase_						(						_A     :       Union[str, Any]		):

      """simple docstring"""




      if isinstance(_A       ,   _A		):
            return value
      if isinstance(_A       ,   _A		):
            return float(_A		)
      if not isinstance(_A       ,   _A		):
            raise ValueError("Argument value is not a string. Can't parse it as float"		)
      lowerCamelCase__						:							Union[str, Any]       =    value

      try:
            # Example: 1,000.7
            if "." in sanitized and "," in sanitized:
                  return float(sanitized.replace(","       ,   ""		)		)
            # 1,000
            if "," in sanitized and _split_thousands(","       ,   _A		):
                  return float(sanitized.replace(","       ,   ""		)		)
            # 5,5556
            if "," in sanitized and sanitized.count(","		) == 1 and not _split_thousands(","       ,   _A		):
                  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(_A		)
      except ValueError:
            # Avoid adding the sanitized value in the error message.
            raise ValueError("Unable to convert value to float"		)

def  lowercase_						(						_A     :       Optional[int]		):

      """simple docstring"""




      if answer is None:
            return None
      try:
            lowerCamelCase__						:							Union[str, Any]       =    convert_to_float(_A		)
            if isinstance(_A       ,   _A		) and math.isnan(_A		):
                  return None
            return value
      except ValueError:
            return answer.lower()


A :       int						=   {
    "text": lambda x: x,
    "real": convert_to_float,
}







class      _lowercase					(				enum.Enum):


       """simple docstring"""




       A__   		=     0
       A__   		=     1
       A__   		=     2
       A__   		=     3
       A__   		=     4
       A__   		=     5







class      _lowercase					(				enum.Enum):


       """simple docstring"""




       A__   		=     0
       A__   		=     1
       A__   		=     2







@dataclasses.dataclass
class      _lowercase					:


       """simple docstring"""




       A__   		=     42
       A__   		=     42
       A__   		=     42



A :       str						=   re.compile(r"\w+|[^\w\s]+", re.UNICODE | re.MULTILINE | re.DOTALL)

def  lowercase_						(						_A     :       int		):

      """simple docstring"""




      return list(_TOKENIZER.findall(x.lower()		)		)

def  lowercase_						(						_A     :       Any       ,   _A     :       int       ,   _A     :       int		):

      """simple docstring"""




      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  lowercase_						(						_A     :       List[str]       ,   _A     :       List[Any]       ,   _A     :       List[Any]		):

      """simple docstring"""




      lowerCamelCase__						:							Any       =    table["types"]
      return _TYPE_CONVERTER[types[column]](_A		)

def  lowercase_						(						_A     :       List[Any]		):

      """simple docstring"""




      return isinstance(_A       ,   _A		)

def  lowercase_						(						_A     :       List[Any]       ,   _A     :       int       ,   _A     :       Tuple		):

      """simple docstring"""




      for cond in conditions:
            lowerCamelCase__						:							List[str]       =    row[cond.column]

            lowerCamelCase__						:							Any       =    _parse_value(_A       ,   cond.column       ,   cond.cmp_value		)

            if _is_string(_A		) and _is_string(_A		):
                  lowerCamelCase__						:							List[Any]       =    _normalize_for_match(_A		)
                  lowerCamelCase__						:							Tuple       =    _normalize_for_match(_A		)

            if not isinstance(_A       ,   type(_A		)		):
                  raise ValueError("Type difference {} != {}".format(type(_A		)       ,   type(_A		)		)		)

            if not _compare(cond.operator       ,   _A       ,   _A		):
                  return False
      return True

def  lowercase_						(						_A     :       Dict       ,   _A     :       str       ,   _A     :       str		):

      """simple docstring"""




      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(_A		)		)

      # If we have just one answer, if float returns it or try a conversion.
      lowerCamelCase__						:							Tuple       =    [table["rows"][i][j] for (i, j) in answer_coordinates]
      if len(_A		) == 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(_A       ,   (int, float)		) for v in values)		):
            return None

      if aggregation_op == _Aggregation.SUM:
            return float(sum(_A		)		)
      elif aggregation_op == _Aggregation.AVERAGE:
            return sum(_A		) / len(_A		)
      else:
            raise ValueError(F"Unknown aggregation: {aggregation_op}"		)

def  lowercase_						(						_A     :       int       ,   _A     :       Any		):

      """simple docstring"""




      lowerCamelCase__						:							Union[str, Any]       =    sql_query["agg"]
      if aggregation_op_index >= 3:
            lowerCamelCase__						:							str       =    _Aggregation(_A		)
      else:
            lowerCamelCase__						:							Union[str, Any]       =    _Aggregation.NONE

      lowerCamelCase__						:							Tuple       =    sql_query["sel"]
      lowerCamelCase__						:							Optional[int]       =    [
          _Condition(_A       ,   _Operator(_A		)       ,   _A		)
          for column, operator, cmp_value in zip(
              sql_query["conds"]["column_index"]       ,   sql_query["conds"]["operator_index"]       ,   sql_query["conds"]["condition"]		)
      ]

      lowerCamelCase__						:							Tuple       =    []
      for row in range(len(table["rows"]		)		):
            if _respect_conditions(_A       ,   table["rows"][row]       ,   _A		):
                  indices.append((row, target_column)		)

      if not indices:
            return [], aggregation_op

      if len(_A		) == 1:
            return indices, aggregation_op

      # Parsing of MIN/MAX.
      if aggregation_op_index in (1, 2):
            lowerCamelCase__						:							str       =    {2: min, 1: max}
            lowerCamelCase__						:							Dict       =    [(table["rows"][i][j], index) for index, (i, j) in enumerate(_A		)]
            lowerCamelCase__						:							int       =    functools.reduce(operators[sql_query["agg"]]       ,   _A		)

            lowerCamelCase__						:							List[str]       =    [indices[reduced[1]]]
            return ret, _Aggregation.NONE

      return indices, aggregation_op

def  lowercase_						(						_A     :       int       ,   _A     :       Any       ,   _A     :       Tuple		):

      """simple docstring"""




      if float_answer is not None:
            return [str(_A		)]
      return [str(table["real_rows"][r][c]		) for r, c in answer_coordinates]


def  lowercase_						(						_A     :       List[str]       ,   _A     :       Optional[int]		):

      """simple docstring"""




      lowerCamelCase__       ,  lowerCamelCase__						:							Dict       =    _get_answer_coordinates(_A       ,   _A		)
      lowerCamelCase__						:							Optional[Any]       =    _get_float_answer(_A       ,   _A       ,   _A		)
      lowerCamelCase__						:							int       =    _get_answer_text(_A       ,   _A       ,   _A		)
      # keep the original data the same with TaPas
      if len(_A		) == 0:
            lowerCamelCase__						:							int       =    [EMPTY_ANSWER]
      return answer_text






def  lowercase_						(						_A     :       int		):

      """simple docstring"""




      if not isinstance(_A       ,   _A		):
            raise ValueError("double_factorial() only accepts integral values"		)
      if num < 0:
            raise ValueError("double_factorial() not defined for negative values"		)
      lowerCamelCase__						:							Union[str, Any]       =    1
      for i in range(_A       ,   0       ,   -2		):
            value *= i
      return value


if __name__ == "__main__":
    import doctest

    doctest.testmod()


