




'''simple docstring'''



from __future__ import annotations

from collections import deque






class 							_a				:





       '''simple docstring'''






       def __init__(      self,							A  ):







             '''simple docstring'''







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

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







       def        UpperCamelCase_							(      self,							A,							A  ):







             '''simple docstring'''







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







       def        UpperCamelCase_							(      self,							A  ):







             '''simple docstring'''







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







       def        UpperCamelCase_							(      self  ):







             '''simple docstring'''







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







       def        UpperCamelCase_							(      self,							A  ):







             '''simple docstring'''







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


if __name__ == "__main__":
      import doctest

      doctest.testmod()








'''simple docstring'''



import inspect
import warnings
from typing import Any, Dict, Optional, Union

from packaging import version




def   lowercase__(			*__UpperCamelCase:					Union[str, Any]      ,__UpperCamelCase:					Optional[Union[Dict, Any]] = None      ,__UpperCamelCase:					Dict=True      ,__UpperCamelCase:					List[Any]=2    ):

      """simple docstring"""






      from .. import __version__

      SCREAMING_SNAKE_CASE   :      int    					=						take_from
      SCREAMING_SNAKE_CASE   :      Optional[int]    					=						()
      if not isinstance(args[0]      ,__UpperCamelCase    ):
            SCREAMING_SNAKE_CASE   :      List[str]    					=						(args,)

      for attribute, version_name, message in args:
            if version.parse(version.parse(__UpperCamelCase    ).base_version    ) >= version.parse(__UpperCamelCase    ):
                  raise ValueError(
                      f"The deprecation tuple {(attribute, version_name, message)} should be removed since diffusers'"
                      f" version {__version__} is >= {version_name}"    )

            SCREAMING_SNAKE_CASE   :      Tuple    					=						None
            if isinstance(__UpperCamelCase      ,__UpperCamelCase    ) and attribute in deprecated_kwargs:
                  values += (deprecated_kwargs.pop(__UpperCamelCase    ),)
                  SCREAMING_SNAKE_CASE   :      Dict    					=						f"The `{attribute}` argument is deprecated and will be removed in version {version_name}."
            elif hasattr(__UpperCamelCase      ,__UpperCamelCase    ):
                  values += (getattr(__UpperCamelCase      ,__UpperCamelCase    ),)
                  SCREAMING_SNAKE_CASE   :      Optional[int]    					=						f"The `{attribute}` attribute is deprecated and will be removed in version {version_name}."
            elif deprecated_kwargs is None:
                  SCREAMING_SNAKE_CASE   :      Dict    					=						f"`{attribute}` is deprecated and will be removed in version {version_name}."

            if warning is not None:
                  SCREAMING_SNAKE_CASE   :      Dict    					=						warning + ' ' if standard_warn else ''
                  warnings.warn(warning + message      ,__UpperCamelCase      ,stacklevel=__UpperCamelCase    )

      if isinstance(__UpperCamelCase      ,__UpperCamelCase    ) and len(__UpperCamelCase    ) > 0:
            SCREAMING_SNAKE_CASE   :      Union[str, Any]    					=						inspect.getouterframes(inspect.currentframe()    )[1]
            SCREAMING_SNAKE_CASE   :      Any    					=						call_frame.filename
            SCREAMING_SNAKE_CASE   :      Tuple    					=						call_frame.lineno
            SCREAMING_SNAKE_CASE   :      Union[str, Any]    					=						call_frame.function
            SCREAMING_SNAKE_CASE					,    SCREAMING_SNAKE_CASE   :      Tuple    					=						next(iter(deprecated_kwargs.items()    )    )
            raise TypeError(f"{function} in {filename} line {line_number-1} got an unexpected keyword argument `{key}`"    )

      if len(__UpperCamelCase    ) == 0:
            return
      elif len(__UpperCamelCase    ) == 1:
            return values[0]
      return values


