

'''simple docstring'''



from __future__ import annotations

from collections import deque






class 					UpperCAmelCase__	:



					def __init__(    self			,				UpperCamelCase     )     ->			Optional[int]:
						__lowerCAmelCase												=  []
						self.adlist.append(
						    {"value": "", "next_states": [], "fail_state": 0, "output": []}     )

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



					def        UpperCAmelCase_ (    self			,				UpperCamelCase			,				UpperCamelCase     )     ->			int | None:
						for state in self.adlist[current_state]["next_states"]:
							if char == self.adlist[state]["value"]:
								return state
						return None



					def        UpperCAmelCase_ (    self			,				UpperCamelCase     )     ->			None:
						__lowerCAmelCase												=  0
						for character in keyword:
							__lowerCAmelCase												=  self.find_next_state(UpperCamelCase			,				UpperCamelCase     )
							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(UpperCamelCase     )



					def        UpperCAmelCase_ (    self     )     ->			None:
						__lowerCAmelCase												=  deque()
						for node in self.adlist[0]["next_states"]:
							q.append(UpperCamelCase     )
							__lowerCAmelCase												=  0
						while q:
							__lowerCAmelCase												=  q.popleft()
							for child in self.adlist[r]["next_states"]:
								q.append(UpperCamelCase     )
								__lowerCAmelCase												=  self.adlist[r]["fail_state"]
								while (
								    self.find_next_state(UpperCamelCase			,				self.adlist[child]["value"]     ) is None
								    and state != 0
								):
									__lowerCAmelCase												=  self.adlist[state]["fail_state"]
								__lowerCAmelCase												=  self.find_next_state(
								    UpperCamelCase			,				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			,				UpperCamelCase     )     ->			dict[str, list[int]]:
						__lowerCAmelCase												=  {}  # returns a dict with keywords and list of its occurrences
						__lowerCAmelCase												=  0
						for i in range(len(UpperCamelCase     )     ):
							while (
							    self.find_next_state(UpperCamelCase			,				string[i]     ) is None
							    and current_state != 0
							):
								__lowerCAmelCase												=  self.adlist[current_state]["fail_state"]
							__lowerCAmelCase												=  self.find_next_state(UpperCamelCase			,				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(UpperCamelCase     ) + 1     )
						return result


if __name__ == "__main__":
	import doctest

	doctest.testmod()




'''simple docstring'''



from argparse import ArgumentParser

from . import BaseTransformersCLICommand



def   __lowerCAmelCase					(							lowerCamelCase   :						List[str]					):






	'''simple docstring'''




	return DownloadCommand(args.model				,		args.cache_dir				,		args.force				,		args.trust_remote_code					)






class 					UpperCAmelCase__	(		UpperCamelCase__ ):



					@staticmethod
					def        UpperCAmelCase_ (    UpperCamelCase     )     ->			Tuple:
						__lowerCAmelCase												=  parser.add_parser("download"     )
						download_parser.add_argument(
						    "--cache-dir"			,				type=UpperCamelCase			,				default=UpperCamelCase			,				help="Path to location to store the models"     )
						download_parser.add_argument(
						    "--force"			,				action="store_true"			,				help="Force the model to be download even if already in cache-dir"     )
						download_parser.add_argument(
						    "--trust-remote-code"			,				action="store_true"			,				help="Whether or not to allow for custom models defined on the Hub in their own modeling files. Use only if you've reviewed the code as it will execute on your local machine"			,				)
						download_parser.add_argument("model"			,				type=UpperCamelCase			,				help="Name of the model to download"     )
						download_parser.set_defaults(func=UpperCamelCase     )



					def __init__(    self			,				UpperCamelCase			,				UpperCamelCase			,				UpperCamelCase			,				UpperCamelCase     )     ->			List[str]:
						__lowerCAmelCase												=  model
						__lowerCAmelCase												=  cache
						__lowerCAmelCase												=  force
						__lowerCAmelCase												=  trust_remote_code



					def        UpperCAmelCase_ (    self     )     ->			Any:
						from ..models.auto import AutoModel, AutoTokenizer

						AutoModel.from_pretrained(
						    self._model			,				cache_dir=self._cache			,				force_download=self._force			,				trust_remote_code=self._trust_remote_code     )
						AutoTokenizer.from_pretrained(
						    self._model			,				cache_dir=self._cache			,				force_download=self._force			,				trust_remote_code=self._trust_remote_code     )