
"""simple docstring"""







class 			A__	:

		def __init__(				self	,		_SCREAMING_SNAKE_CASE			):
			__lowerCAmelCase      :						Any						      =				set_counts
			__lowerCAmelCase      :						List[Any]						      =				max(_SCREAMING_SNAKE_CASE			)
			__lowerCAmelCase      :						str						      =				len(_SCREAMING_SNAKE_CASE			)
			__lowerCAmelCase      :						Optional[int]						      =				[1] * num_sets
			__lowerCAmelCase      :						Any						      =				list(range(_SCREAMING_SNAKE_CASE			)			)

		def 							__lowerCamelCase							(				self	,		_SCREAMING_SNAKE_CASE	,		_SCREAMING_SNAKE_CASE			):
			__lowerCAmelCase      :						str						      =				self.get_parent(_SCREAMING_SNAKE_CASE			)
			__lowerCAmelCase      :						Tuple						      =				self.get_parent(_SCREAMING_SNAKE_CASE			)

			if src_parent == dst_parent:
				return False

			if self.ranks[dst_parent] >= self.ranks[src_parent]:
				self.set_counts[dst_parent] += self.set_counts[src_parent]
				__lowerCAmelCase      :						List[str]						      =				0
				__lowerCAmelCase      :						Dict						      =				dst_parent
				if self.ranks[dst_parent] == self.ranks[src_parent]:
					self.ranks[dst_parent] += 1
				__lowerCAmelCase      :						Any						      =				self.set_counts[dst_parent]
			else:
				self.set_counts[src_parent] += self.set_counts[dst_parent]
				__lowerCAmelCase      :						int						      =				0
				__lowerCAmelCase      :						Union[str, Any]						      =				src_parent
				__lowerCAmelCase      :						List[Any]						      =				self.set_counts[src_parent]

			__lowerCAmelCase      :						int						      =				max(self.max_set	,		_SCREAMING_SNAKE_CASE			)
			return True







		def 							__lowerCamelCase							(				self	,		_SCREAMING_SNAKE_CASE			):
			if self.parents[disj_set] == disj_set:
				return disj_set
			__lowerCAmelCase      :						Optional[Any]						      =				self.get_parent(self.parents[disj_set]			)
			return self.parents[disj_set]

"""simple docstring"""







import copy
from dataclasses import dataclass, field
from typing import ClassVar, Dict

from ..features import ClassLabel, Features, Value
from .base import TaskTemplate




@dataclass(frozen=_lowerCamelCase)
class 			A__	(     _lowerCamelCase):
		# `task` is not a ClassVar since we want it to be part of the `asdict` output for JSON serialization
		A_						:	str           =     field(default='text-classification'	,					metadata={'include_in_asdict_even_if_is_default': True})
		A_						:	ClassVar[Features]           =     Features({'text': Value('string')})
		A_						:	ClassVar[Features]           =     Features({'labels': ClassLabel})
		A_						:	str           =     "text"
		A_						:	str           =     "labels"

		def 							__lowerCamelCase							(				self	,		_SCREAMING_SNAKE_CASE			):
			if self.label_column not in features:
				raise ValueError(f"Column {self.label_column} is not present in features."			)
			if not isinstance(features[self.label_column]	,		_SCREAMING_SNAKE_CASE			):
				raise ValueError(f"Column {self.label_column} is not a ClassLabel."			)
			__lowerCAmelCase      :						Any						      =				copy.deepcopy(self			)
			__lowerCAmelCase      :						Dict						      =				self.label_schema.copy()
			__lowerCAmelCase      :						List[Any]						      =				features[self.label_column]
			__lowerCAmelCase      :						Dict						      =				label_schema
			return task_template







		@property
		def 							__lowerCamelCase							(				self			):
			return {
			    self.text_column: "text",
			    self.label_column: "labels",
			}