




"""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					:     Union[str, Any]				       =    'none'
_lowerCamelCase					:     Dict				       =    'none'

def 						lowercase_ (						_UpperCAmelCase					, _UpperCAmelCase		):




	"""simple docstring"""






	A_					:			Dict						=						value.split(_UpperCAmelCase		)
	return len(_UpperCAmelCase		) > 1 and any((len(_UpperCAmelCase		) == 3 for x in split)		)

def 						lowercase_ (						_UpperCAmelCase		):




	"""simple docstring"""






	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'''		)
	A_					:			Optional[int]						=						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 						lowercase_ (						_UpperCAmelCase		):




	"""simple docstring"""






	if answer is None:
		return None
	try:
		A_					:			List[Any]						=						convert_to_float(_UpperCAmelCase		)
		if isinstance(_UpperCAmelCase					, _UpperCAmelCase		) and math.isnan(_UpperCAmelCase		):
			return None
		return value
	except ValueError:
		return answer.lower()


_lowerCamelCase					:     Union[str, Any]				       =    {
    'text': lambda x: x,
    'real': convert_to_float,
}

class     lowercase (      enum.Enum):
				__lowerCAmelCase      :      Union[str, Any]					    =				0
				__lowerCAmelCase      :      int					    =				1
				__lowerCAmelCase      :      List[str]					    =				2
				__lowerCAmelCase      :      Union[str, Any]					    =				3
				__lowerCAmelCase      :      List[str]					    =				4
				__lowerCAmelCase      :      List[str]					    =				5

class     lowercase (      enum.Enum):
				__lowerCAmelCase      :      Tuple					    =				0
				__lowerCAmelCase      :      Optional[int]					    =				1
				__lowerCAmelCase      :      int					    =				2

@dataclasses.dataclass
class     lowercase :
				__lowerCAmelCase      :      Text
				__lowerCAmelCase      :      _Operator
				__lowerCAmelCase      :      Any
_lowerCamelCase					:     Optional[int]				       =    re.compile(r'\w+|[^\w\s]+', re.UNICODE | re.MULTILINE | re.DOTALL)

def 						lowercase_ (						_UpperCAmelCase		):




	"""simple docstring"""






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

def 						lowercase_ (						_UpperCAmelCase					, _UpperCAmelCase					, _UpperCAmelCase		):




	"""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_ (						_UpperCAmelCase					, _UpperCAmelCase					, _UpperCAmelCase		):




	"""simple docstring"""






	A_					:			int						=						table['''types''']
	return _TYPE_CONVERTER[types[column]](_UpperCAmelCase		)

def 						lowercase_ (						_UpperCAmelCase		):




	"""simple docstring"""






	return isinstance(_UpperCAmelCase					, _UpperCAmelCase		)

def 						lowercase_ (						_UpperCAmelCase					, _UpperCAmelCase					, _UpperCAmelCase		):




	"""simple docstring"""






	for cond in conditions:
		A_					:			int						=						row[cond.column]

		A_					:			Any						=						_parse_value(_UpperCAmelCase					, cond.column					, cond.cmp_value		)

		if _is_string(_UpperCAmelCase		) and _is_string(_UpperCAmelCase		):
			A_					:			Union[str, Any]						=						_normalize_for_match(_UpperCAmelCase		)
			A_					:			Dict						=						_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 						lowercase_ (						_UpperCAmelCase					, _UpperCAmelCase					, _UpperCAmelCase		):




	"""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(_UpperCAmelCase		)		)

	# If we have just one answer, if float returns it or try a conversion.
	A_					:			Optional[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 						lowercase_ (						_UpperCAmelCase					, _UpperCAmelCase		):




	"""simple docstring"""






	A_					:			Union[str, Any]						=						sql_query['''agg''']
	if aggregation_op_index >= 3:
		A_					:			Dict						=						_Aggregation(_UpperCAmelCase		)
	else:
		A_					:			int						=						_Aggregation.NONE

	A_					:			Tuple						=						sql_query['''sel''']
	A_					:			Union[str, Any]						=						[
	    _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''']		)
	]

	A_					:			Dict						=						[]
	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):
		A_					:			Dict						=						{2: min, 1: max}
		A_					:			str						=						[(table['''rows'''][i][j], index) for index, (i, j) in enumerate(_UpperCAmelCase		)]
		A_					:			Any						=						functools.reduce(operators[sql_query['''agg''']]					, _UpperCAmelCase		)

		A_					:			int						=						[indices[reduced[1]]]
		return ret, _Aggregation.NONE

	return indices, aggregation_op

def 						lowercase_ (						_UpperCAmelCase					, _UpperCAmelCase					, _UpperCAmelCase		):




	"""simple docstring"""






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

def 						lowercase_ (						_UpperCAmelCase					, _UpperCAmelCase		):




	"""simple docstring"""






	A_				,	A_					:			Tuple						=						_get_answer_coordinates(_UpperCAmelCase					, _UpperCAmelCase		)
	A_					:			Union[str, Any]						=						_get_float_answer(_UpperCAmelCase					, _UpperCAmelCase					, _UpperCAmelCase		)
	A_					:			str						=						_get_answer_text(_UpperCAmelCase					, _UpperCAmelCase					, _UpperCAmelCase		)
	# keep the original data the same with TaPas
	if len(_UpperCAmelCase		) == 0:
		A_					:			Any						=						[EMPTY_ANSWER]
	return answer_text











"""simple docstring"""

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

from .logging import get_logger


_lowerCamelCase					:     Optional[int]				       =    set()
_lowerCamelCase					:     Union[str, Any]				       =    get_logger(__name__)

def 						lowercase_ (						_UpperCAmelCase = None		):




	"""simple docstring"""






	def decorator(_UpperCAmelCase		):
		global _emitted_deprecation_warnings

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

		A_					:			str						=						(
		    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					, **_UpperCAmelCase		):
			A_					:			Any						=						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_					:			Any						=						'''deprecated'''

		if inspect.isclass(_UpperCAmelCase		):
			A_					:			List[Any]						=						wrapper
			return deprecated_class_or_function
		else:
			return wrapper

	return decorator

class     lowercase (      enum.EnumMeta):







				def __getattribute__(							cls				:   Any ,       _lowerCamelCase				:   List[Any]    ):



					"""simple docstring"""

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







				def __getitem__(							cls				:   Any ,       _lowerCamelCase				:   Union[str, Any]    ):



					"""simple docstring"""

					A_					:			Optional[Any]						=						super().__getitem__(_lowerCamelCase    )
					if member._on_access:
						member._on_access()
					return member







				def __call__(							cls				:   str ,       _lowerCamelCase				:   str ,       _lowerCamelCase				:   List[Any]=None ,       *, _lowerCamelCase				:   int=None ,       _lowerCamelCase				:   str=None ,       _lowerCamelCase				:   Dict=None ,       _lowerCamelCase				:   Tuple=1    ):



					"""simple docstring"""

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

class     lowercase (      enum.Enum       ,		metaclass=__UpperCAmelCase):







				def __new__(							cls				:   Optional[Any] ,       _lowerCamelCase				:   int    ):



					"""simple docstring"""

					A_					:			Tuple						=						object.__new__(cls    )
					A_					:			Union[str, Any]						=						value
					A_					:			Union[str, Any]						=						member.deprecate
					return member







				@property
				def    a_					(							self				:   Tuple    ):



					"""simple docstring"""

					return ""







				def    a_					(							self				:   Any    ):



					"""simple docstring"""

					A_					:			Optional[int]						=						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 ,       _lowerCamelCase ,       stacklevel=3 ,       )





