
"""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


lowerCAmelCase			=		"""none"""
lowerCAmelCase			=		"""none"""






def      lowerCAmelCase_     (	snake_case_	:    Optional[Any]							,					snake_case_	:    Union[str, Any]    ):
			lowerCamelCase__			:  Tuple  =value.split(lowercase_    )
			return len(lowercase_    ) > 1 and any((len(lowercase_    ) == 3 for x in split)    )






def      lowerCAmelCase_     (	snake_case_	:    str    ):
			if isinstance(lowercase_							,					lowercase_    ):
						return value
			if isinstance(lowercase_							,					lowercase_    ):
						return float(lowercase_    )
			if not isinstance(lowercase_							,					lowercase_    ):
						raise ValueError('Argument value is not a string. Can\'t parse it as float'    )
			lowerCamelCase__			:  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(','							,					lowercase_    ):
									return float(sanitized.replace(','							,					''    )    )
						# 5,5556
						if "," in sanitized and sanitized.count(','    ) == 1 and not _split_thousands(','							,					lowercase_    ):
									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(lowercase_    )
			except ValueError:
						# Avoid adding the sanitized value in the error message.
						raise ValueError('Unable to convert value to float'    )






def      lowerCAmelCase_     (	snake_case_	:    int    ):
			if answer is None:
						return None
			try:
						lowerCamelCase__			:  str  =convert_to_float(lowercase_    )
						if isinstance(lowercase_							,					lowercase_    ) and math.isnan(lowercase_    ):
									return None
						return value
			except ValueError:
						return answer.lower()


lowerCAmelCase			=		{
    """text""": lambda x: x,
    """real""": convert_to_float,
}

class 					A_			(  enum.Enum     ):



							"""simple docstring"""






							SCREAMING_SNAKE_CASE_			   =     0
							SCREAMING_SNAKE_CASE_			   =     1
							SCREAMING_SNAKE_CASE_			   =     2
							SCREAMING_SNAKE_CASE_			   =     3
							SCREAMING_SNAKE_CASE_			   =     4
							SCREAMING_SNAKE_CASE_			   =     5






class 					A_			(  enum.Enum     ):



							"""simple docstring"""






							SCREAMING_SNAKE_CASE_			   =     0
							SCREAMING_SNAKE_CASE_			   =     1
							SCREAMING_SNAKE_CASE_			   =     2






@dataclasses.dataclass
class 					A_			:



							"""simple docstring"""






							SCREAMING_SNAKE_CASE_			   =     42
							SCREAMING_SNAKE_CASE_			   =     42
							SCREAMING_SNAKE_CASE_			   =     42






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






def      lowerCAmelCase_     (	snake_case_	:    Dict    ):
			return list(_TOKENIZER.findall(x.lower()    )    )






def      lowerCAmelCase_     (	snake_case_	:    Any							,					snake_case_	:    List[str]							,					snake_case_	:    Union[str, Any]    ):
			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_     (	snake_case_	:    List[Any]							,					snake_case_	:    str							,					snake_case_	:    Optional[Any]    ):
			lowerCamelCase__			:  Tuple  =table['types']
			return _TYPE_CONVERTER[types[column]](lowercase_    )






def      lowerCAmelCase_     (	snake_case_	:    int    ):
			return isinstance(lowercase_							,					lowercase_    )






def      lowerCAmelCase_     (	snake_case_	:    Optional[int]							,					snake_case_	:    str							,					snake_case_	:    Union[str, Any]    ):
			for cond in conditions:
						lowerCamelCase__			:  List[Any]  =row[cond.column]

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

						if _is_string(lowercase_    ) and _is_string(lowercase_    ):
									lowerCamelCase__			:  Tuple  =_normalize_for_match(lowercase_    )
									lowerCamelCase__			:  Optional[int]  =_normalize_for_match(lowercase_    )

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

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






def      lowerCAmelCase_     (	snake_case_	:    str							,					snake_case_	:    Optional[Any]							,					snake_case_	:    List[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(lowercase_    )    )

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

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






def      lowerCAmelCase_     (	snake_case_	:    Optional[int]							,					snake_case_	:    Tuple    ):
			lowerCamelCase__			:  Union[str, Any]  =sql_query['agg']
			if aggregation_op_index >= 3:
						lowerCamelCase__			:  Optional[int]  =_Aggregation(lowercase_    )
			else:
						lowerCamelCase__			:  List[Any]  =_Aggregation.NONE

			lowerCamelCase__			:  str  =sql_query['sel']
			lowerCamelCase__			:  Tuple  =[
			    _Condition(lowercase_							,					_Operator(lowercase_    )							,					lowercase_    )
			    for column, operator, cmp_value in zip(
			        sql_query['conds']['column_index']							,					sql_query['conds']['operator_index']							,					sql_query['conds']['condition']    )
			]

			lowerCamelCase__			:  List[str]  =[]
			for row in range(len(table['rows']    )    ):
						if _respect_conditions(lowercase_							,					table['rows'][row]							,					lowercase_    ):
									indices.append((row, target_column)    )

			if not indices:
						return [], aggregation_op

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

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

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

			return indices, aggregation_op






def      lowerCAmelCase_     (	snake_case_	:    int							,					snake_case_	:    List[Any]							,					snake_case_	:    Optional[Any]    ):
			if float_answer is not None:
						return [str(lowercase_    )]
			return [str(table['real_rows'][r][c]    ) for r, c in answer_coordinates]






def      lowerCAmelCase_     (	snake_case_	:    str							,					snake_case_	:    Optional[int]    ):
			lowerCamelCase__			:  Dict  =_get_answer_coordinates(lowercase_							,					lowercase_    )
			lowerCamelCase__			:  Union[str, Any]  =_get_float_answer(lowercase_							,					lowercase_							,					lowercase_    )
			lowerCamelCase__			:  int  =_get_answer_text(lowercase_							,					lowercase_							,					lowercase_    )
			# keep the original data the same with TaPas
			if len(lowercase_    ) == 0:
						lowerCamelCase__			:  Tuple  =[EMPTY_ANSWER]
			return answer_text

"""simple docstring"""


import unittest
import warnings

from datasets.utils import experimental






@experimental
def      lowerCAmelCase_     (	)     ->Optional[Any]:
			return "success"

class 					A_			(  unittest.TestCase     ):



							"""simple docstring"""






							def    UpperCAmelCase__							(						self						:int ):





										"""simple docstring"""

										with warnings.catch_warnings(record=lowerCamelCase_ ) as w:
													warnings.simplefilter('always' )
													self.assertEqual(dummy_function()  ,							'success' )
										self.assertEqual(len(lowerCamelCase_ )  ,							1 )