





'''simple docstring'''






from __future__ import annotations

from collections import deque




class  _A :

		def __init__(   self					:   Optional[Any]  ,      __magic_name__					:   list[str]			)					->    Tuple:


					"""simple docstring"""

					__snake_case					:      list[dict]							      =     []
					self.adlist.append(
					    {"""value""": """""", """next_states""": [], """fail_state""": 0, """output""": []}			)

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

		def 	lowercase__     (   self					:   Union[str, Any]  ,      __magic_name__					:   int  ,      __magic_name__					:   str			)					->    int | None:


					"""simple docstring"""

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

		def 	lowercase__     (   self					:   str  ,      __magic_name__					:   str			)					->    None:


					"""simple docstring"""

					__snake_case					:      Optional[Any]							      =     0
					for character in keyword:
								__snake_case					:      int							      =     self.find_next_state(__magic_name__  ,      __magic_name__			)
								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			)
											__snake_case					:      Union[str, Any]							      =     len(self.adlist			) - 1
								else:
											__snake_case					:      List[str]							      =     next_state
					self.adlist[current_state]["output"].append(__magic_name__			)

		def 	lowercase__     (   self					:   Dict			)					->    None:


					"""simple docstring"""

					__snake_case					:      deque							      =     deque()
					for node in self.adlist[0]["next_states"]:
								q.append(__magic_name__			)
								__snake_case					:      Dict							      =     0
					while q:
								__snake_case					:      Optional[Any]							      =     q.popleft()
								for child in self.adlist[r]["next_states"]:
											q.append(__magic_name__			)
											__snake_case					:      Dict							      =     self.adlist[r]["""fail_state"""]
											while (
											    self.find_next_state(__magic_name__  ,      self.adlist[child]["""value"""]			) is None
											    and state != 0
											):
														__snake_case					:      Optional[int]							      =     self.adlist[state]["""fail_state"""]
											__snake_case					:      Union[str, Any]							      =     self.find_next_state(
											    __magic_name__  ,      self.adlist[child]["""value"""]			)
											if self.adlist[child]["fail_state"] is None:
														__snake_case					:      List[Any]							      =     0
											__snake_case					:      Any							      =     (
											    self.adlist[child]["""output"""]
											    + self.adlist[self.adlist[child]["""fail_state"""]]["""output"""]
											)

		def 	lowercase__     (   self					:   List[str]  ,      __magic_name__					:   str			)					->    dict[str, list[int]]:


					"""simple docstring"""

					__snake_case					:      dict							      =     {}  # returns a dict with keywords and list of its occurrences
					__snake_case					:      Optional[int]							      =     0
					for i in range(len(__magic_name__			)			):
								while (
								    self.find_next_state(__magic_name__  ,      string[i]			) is None
								    and current_state != 0
								):
											__snake_case					:      List[Any]							      =     self.adlist[current_state]["""fail_state"""]
								__snake_case					:      List[Any]							      =     self.find_next_state(__magic_name__  ,      string[i]			)
								if next_state is None:
											__snake_case					:      int							      =     0
								else:
											__snake_case					:      Dict							      =     next_state
											for key in self.adlist[current_state]["output"]:
														if key not in result:
																	__snake_case					:      Union[str, Any]							      =     []
														result[key].append(i - len(__magic_name__			) + 1			)
					return result


if __name__ == "__main__":
	import doctest

	doctest.testmod()









'''simple docstring'''






import os

from huggingface_hub.constants import HUGGINGFACE_HUB_CACHE, hf_cache_home


__UpperCamelCase					    =	HUGGINGFACE_HUB_CACHE


__UpperCamelCase					    =	"config.json"
__UpperCamelCase					    =	"diffusion_pytorch_model.bin"
__UpperCamelCase					    =	"diffusion_flax_model.msgpack"
__UpperCamelCase					    =	"model.onnx"
__UpperCamelCase					    =	"diffusion_pytorch_model.safetensors"
__UpperCamelCase					    =	"weights.pb"
__UpperCamelCase					    =	"https://huggingface.co"
__UpperCamelCase					    =	default_cache_path
__UpperCamelCase					    =	"diffusers_modules"
__UpperCamelCase					    =	os.getenv("HF_MODULES_CACHE", os.path.join(hf_cache_home, "modules"))
__UpperCamelCase					    =	["fp16", "non-ema"]
__UpperCamelCase					    =	".self_attn"


