"""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


a							='none'
a							='none'





def       lowerCamelCase_			( __lowerCAmelCase       ,   __lowerCAmelCase    )							-> Optional[Any]:




						'''simple docstring'''



						lowerCamelCase__ =value.split(__lowerCAmelCase    )
						return len(__lowerCAmelCase    ) > 1 and any((len(__lowerCAmelCase    ) == 3 for x in split)    )





def       lowerCamelCase_			( __lowerCAmelCase    )							-> Optional[Any]:




						'''simple docstring'''



						if isinstance(__lowerCAmelCase       ,   __lowerCAmelCase    ):
												return value
						if isinstance(__lowerCAmelCase       ,   __lowerCAmelCase    ):
												return float(__lowerCAmelCase    )
						if not isinstance(__lowerCAmelCase       ,   __lowerCAmelCase    ):
												raise ValueError("Argument value is not a string. Can't parse it as float"    )
						lowerCamelCase__ =value

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





def       lowerCamelCase_			( __lowerCAmelCase    )							-> str:




						'''simple docstring'''



						if answer is None:
												return None
						try:
												lowerCamelCase__ =convert_to_float(__lowerCAmelCase    )
												if isinstance(__lowerCAmelCase       ,   __lowerCAmelCase    ) and math.isnan(__lowerCAmelCase    ):
																		return None
												return value
						except ValueError:
												return answer.lower()


a							={
    'text': lambda x: x,
    'real': convert_to_float,
}






class        __UpperCAmelCase						(     enum.Enum     ):
				A__				:       List[str]  							=	0
				A__				:       Optional[int]  							=	1
				A__				:       Optional[int]  							=	2
				A__				:       Dict  							=	3
				A__				:       str  							=	4
				A__				:       int  							=	5






class        __UpperCAmelCase						(     enum.Enum     ):
				A__				:       Union[str, Any]  							=	0
				A__				:       Dict  							=	1
				A__				:       Dict  							=	2






@dataclasses.dataclass
class        __UpperCAmelCase						:
				A__				:       Text
				A__				:       _Operator
				A__				:       Any





a							=re.compile(r'\w+|[^\w\s]+', re.UNICODE | re.MULTILINE | re.DOTALL)





def       lowerCamelCase_			( __lowerCAmelCase    )							-> int:




						'''simple docstring'''



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





def       lowerCamelCase_			( __lowerCAmelCase       ,   __lowerCAmelCase       ,   __lowerCAmelCase    )							-> 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       lowerCamelCase_			( __lowerCAmelCase       ,   __lowerCAmelCase       ,   __lowerCAmelCase    )							-> Union[str, Any]:




						'''simple docstring'''



						lowerCamelCase__ =table["types"]
						return _TYPE_CONVERTER[types[column]](__lowerCAmelCase    )





def       lowerCamelCase_			( __lowerCAmelCase    )							-> Any:




						'''simple docstring'''



						return isinstance(__lowerCAmelCase       ,   __lowerCAmelCase    )





def       lowerCamelCase_			( __lowerCAmelCase       ,   __lowerCAmelCase       ,   __lowerCAmelCase    )							-> int:




						'''simple docstring'''



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

												lowerCamelCase__ =_parse_value(__lowerCAmelCase       ,   cond.column       ,   cond.cmp_value    )

												if _is_string(__lowerCAmelCase    ) and _is_string(__lowerCAmelCase    ):
																		lowerCamelCase__ =_normalize_for_match(__lowerCAmelCase    )
																		lowerCamelCase__ =_normalize_for_match(__lowerCAmelCase    )

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

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





def       lowerCamelCase_			( __lowerCAmelCase       ,   __lowerCAmelCase       ,   __lowerCAmelCase    )							-> Any:




						'''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(__lowerCAmelCase    )    )

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

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





def       lowerCamelCase_			( __lowerCAmelCase       ,   __lowerCAmelCase    )							-> Union[str, Any]:




						'''simple docstring'''



						lowerCamelCase__ =sql_query["agg"]
						if aggregation_op_index >= 3:
												lowerCamelCase__ =_Aggregation(__lowerCAmelCase    )
						else:
												lowerCamelCase__ =_Aggregation.NONE

						lowerCamelCase__ =sql_query["sel"]
						lowerCamelCase__ =[
						    _Condition(__lowerCAmelCase       ,   _Operator(__lowerCAmelCase    )       ,   __lowerCAmelCase    )
						    for column, operator, cmp_value in zip(
						        sql_query["conds"]["column_index"]       ,   sql_query["conds"]["operator_index"]       ,   sql_query["conds"]["condition"]    )
						]

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

						if not indices:
												return [], aggregation_op

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

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

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

						return indices, aggregation_op





def       lowerCamelCase_			( __lowerCAmelCase       ,   __lowerCAmelCase       ,   __lowerCAmelCase    )							-> Tuple:




						'''simple docstring'''



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





def       lowerCamelCase_			( __lowerCAmelCase       ,   __lowerCAmelCase    )							-> List:




						'''simple docstring'''



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



"""simple docstring"""


from __future__ import annotations

from enum import Enum






class        __UpperCAmelCase						(     __lowerCAmelCase     ):
				A__				:       List[Any]  							=	2_4
				A__				:       List[str]  							=	2_1
				A__				:       List[Any]  							=	1_8
				A__				:       Optional[Any]  							=	1_5
				A__				:       List[Any]  							=	1_2
				A__				:       Optional[int]  							=	9
				A__				:       List[Any]  							=	6
				A__				:       int  							=	3
				A__				:       Optional[int]  							=	2
				A__				:       int  							=	1
				A__				:       Optional[int]  							=	-1
				A__				:       Dict  							=	-2
				A__				:       Optional[Any]  							=	-3
				A__				:       str  							=	-6
				A__				:       Union[str, Any]  							=	-9
				A__				:       Optional[Any]  							=	-1_2
				A__				:       int  							=	-1_5
				A__				:       Union[str, Any]  							=	-1_8
				A__				:       Any  							=	-2_1
				A__				:       Union[str, Any]  							=	-2_4






class        __UpperCAmelCase						(     __lowerCAmelCase     ):
				A__				:       Optional[int]  							=	8
				A__				:       Any  							=	7
				A__				:       Any  							=	6
				A__				:       Tuple  							=	5
				A__				:       Optional[Any]  							=	4
				A__				:       str  							=	3
				A__				:       Dict  							=	2
				A__				:       Tuple  							=	1





def       lowerCamelCase_			( __lowerCAmelCase       ,   __lowerCAmelCase       ,   __lowerCAmelCase       ,   )							-> float:




						'''simple docstring'''



						if isinstance(__lowerCAmelCase       ,   __lowerCAmelCase    ):
												lowerCamelCase__ =SIUnit[known_prefix.lower()]
						if isinstance(__lowerCAmelCase       ,   __lowerCAmelCase    ):
												lowerCamelCase__ =SIUnit[unknown_prefix.lower()]
						lowerCamelCase__ =known_amount * (
						    10 ** (known_prefix.value - unknown_prefix.value)
						)
						return unknown_amount





def       lowerCamelCase_			( __lowerCAmelCase       ,   __lowerCAmelCase       ,   __lowerCAmelCase       ,   )							-> float:




						'''simple docstring'''



						if isinstance(__lowerCAmelCase       ,   __lowerCAmelCase    ):
												lowerCamelCase__ =BinaryUnit[known_prefix.lower()]
						if isinstance(__lowerCAmelCase       ,   __lowerCAmelCase    ):
												lowerCamelCase__ =BinaryUnit[unknown_prefix.lower()]
						lowerCamelCase__ =known_amount * (
						    2 ** ((known_prefix.value - unknown_prefix.value) * 10)
						)
						return unknown_amount


if __name__ == "__main__":
	import doctest

	doctest.testmod()


