'''simple docstring'''

from __future__ import annotations

from collections import deque
class   SCREAMING_SNAKE_CASE			:







		"""simple docstring"""






		def __init__(   self		,						__A				) ->     int:
								_lowerCAmelCase										=[]
								self.adlist.append(
								    {'value': '', 'next_states': [], 'fail_state': 0, 'output': []}				)

								for keyword in keywords:
														self.add_keyword(__SCREAMING_SNAKE_CASE				)
								self.set_fail_transitions()






		def 		UpperCamelCase__       (   self		,						__A		,						__A				) ->     Optional[Any]:

								for state in self.adlist[current_state]["next_states"]:
														if char == self.adlist[state]["value"]:
																				return state
								return None






		def 		UpperCamelCase__       (   self		,						__A				) ->     Union[str, Any]:
								_lowerCAmelCase										=0
								for character in keyword:
														_lowerCAmelCase										=self.find_next_state(__SCREAMING_SNAKE_CASE		,						__SCREAMING_SNAKE_CASE				)
														if next_state is None:
																				self.adlist.append(
																				    {
																				        'value': character,
																				        'next_states': [],
																				        'fail_state': 0,
																				        'output': [],
																				    }				)
																				self.adlist[current_state]["next_states"].append(len(self.adlist				) - 1				)
																				_lowerCAmelCase										=len(self.adlist				) - 1
														else:
																				_lowerCAmelCase										=next_state
								self.adlist[current_state]["output"].append(__SCREAMING_SNAKE_CASE				)






		def 		UpperCamelCase__       (   self				) ->     Any:
								_lowerCAmelCase										=deque()
								for node in self.adlist[0]["next_states"]:
														q.append(__SCREAMING_SNAKE_CASE				)
														_lowerCAmelCase										=0
								while q:
														_lowerCAmelCase										=q.popleft()
														for child in self.adlist[r]["next_states"]:
																				q.append(__SCREAMING_SNAKE_CASE				)
																				_lowerCAmelCase										=self.adlist[r]['fail_state']
																				while (
																				    self.find_next_state(__SCREAMING_SNAKE_CASE		,						self.adlist[child]['value']				) is None
																				    and state != 0
																				):
																										_lowerCAmelCase										=self.adlist[state]['fail_state']
																				_lowerCAmelCase										=self.find_next_state(
																				    __SCREAMING_SNAKE_CASE		,						self.adlist[child]['value']				)
																				if self.adlist[child]["fail_state"] is None:
																										_lowerCAmelCase										=0
																				_lowerCAmelCase										=(
																				    self.adlist[child]['output']
																				    + self.adlist[self.adlist[child]['fail_state']]['output']
																				)






		def 		UpperCamelCase__       (   self		,						__A				) ->     Any:
								_lowerCAmelCase										={}  # returns a dict with keywords and list of its occurrences
								_lowerCAmelCase										=0
								for i in range(len(__SCREAMING_SNAKE_CASE				)				):
														while (
														    self.find_next_state(__SCREAMING_SNAKE_CASE		,						string[i]				) is None
														    and current_state != 0
														):
																				_lowerCAmelCase										=self.adlist[current_state]['fail_state']
														_lowerCAmelCase										=self.find_next_state(__SCREAMING_SNAKE_CASE		,						string[i]				)
														if next_state is None:
																				_lowerCAmelCase										=0
														else:
																				_lowerCAmelCase										=next_state
																				for key in self.adlist[current_state]["output"]:
																										if key not in result:
																																_lowerCAmelCase										=[]
																										result[key].append(i - len(__SCREAMING_SNAKE_CASE				) + 1				)
								return result


if __name__ == "__main__":
							import doctest

							doctest.testmod()






'''simple docstring'''

from collections import OrderedDict
from typing import Mapping

from ...configuration_utils import PretrainedConfig
from ...onnx import OnnxConfig
from ...utils import logging


lowercase_     		= logging.get_logger(__name__)

lowercase_     		= {
    '''facebook/data2vec-text-base''': '''https://huggingface.co/data2vec/resolve/main/config.json''',
}
class   SCREAMING_SNAKE_CASE			(						__lowercase):







		"""simple docstring"""
		lowercase   :      List[str]       =							'data2vec-text'






		def __init__(   self		,						__A=3_0522		,						__A=768		,						__A=12		,						__A=12		,						__A=3072		,						__A="gelu"		,						__A=0.1		,						__A=0.1		,						__A=512		,						__A=2		,						__A=0.02		,						__A=1E-12		,						__A=1		,						__A=0		,						__A=2		,						__A="absolute"		,						__A=True		,						__A=None		,						**__A		,						) ->     List[Any]:
								super().__init__(pad_token_id=__A		,						bos_token_id=__A		,						eos_token_id=__A		,						**__A				)

								_lowerCAmelCase										=vocab_size
								_lowerCAmelCase										=hidden_size
								_lowerCAmelCase										=num_hidden_layers
								_lowerCAmelCase										=num_attention_heads
								_lowerCAmelCase										=hidden_act
								_lowerCAmelCase										=intermediate_size
								_lowerCAmelCase										=hidden_dropout_prob
								_lowerCAmelCase										=attention_probs_dropout_prob
								_lowerCAmelCase										=max_position_embeddings
								_lowerCAmelCase										=type_vocab_size
								_lowerCAmelCase										=initializer_range
								_lowerCAmelCase										=layer_norm_eps
								_lowerCAmelCase										=position_embedding_type
								_lowerCAmelCase										=use_cache
								_lowerCAmelCase										=classifier_dropout

class   SCREAMING_SNAKE_CASE			(						__lowercase):







		"""simple docstring"""






		@property
		def 		UpperCamelCase__       (   self				) ->     Mapping[str, Mapping[int, str]]:
								if self.task == "multiple-choice":
														_lowerCAmelCase										={0: 'batch', 1: 'choice', 2: 'sequence'}
								else:
														_lowerCAmelCase										={0: 'batch', 1: 'sequence'}
								return OrderedDict(
								    [
								        ('input_ids', dynamic_axis),
								        ('attention_mask', dynamic_axis),
								    ]				)





