

from __future__ import annotations

from collections import deque





class A__    :



 """simple docstring"""







 def __init__(		self :	Union[str, Any]     ,						A_ :	list[str]       ):






      '''simple docstring'''




      _lowerCAmelCase   :					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    __magic_name__       (		self :	Union[str, Any]     ,						A_ :	int     ,						A_ :	str       ):






      '''simple docstring'''




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

 def    __magic_name__       (		self :	Optional[Any]     ,						A_ :	str       ):






      '''simple docstring'''




      _lowerCAmelCase   :					Optional[int]        =    0
      for character in keyword:
           _lowerCAmelCase   :					Tuple        =    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       )
                _lowerCAmelCase   :					List[Any]        =    len(self.adlist       ) - 1
           else:
                _lowerCAmelCase   :					Any        =    next_state
      self.adlist[current_state]["output"].append(A_       )

 def    __magic_name__       (		self :	str       ):






      '''simple docstring'''




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


 def    __magic_name__       (		self :	Optional[int]     ,						A_ :	str       ):






      '''simple docstring'''




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


if __name__ == "__main__":
  import doctest

  doctest.testmod()









from typing import TYPE_CHECKING

from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_torch_available, is_vision_available


__UpperCAmelCase    				=     {'configuration_yolos': ['YOLOS_PRETRAINED_CONFIG_ARCHIVE_MAP', 'YolosConfig', 'YolosOnnxConfig']}

try:
  if not is_vision_available():
    raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
  pass
else:
  __UpperCAmelCase    				=     ['YolosFeatureExtractor']
  __UpperCAmelCase    				=     ['YolosImageProcessor']

try:
  if not is_torch_available():
    raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
  pass
else:
  __UpperCAmelCase    				=     [
      'YOLOS_PRETRAINED_MODEL_ARCHIVE_LIST',
      'YolosForObjectDetection',
      'YolosModel',
      'YolosPreTrainedModel',
  ]


if TYPE_CHECKING:
  from .configuration_yolos import YOLOS_PRETRAINED_CONFIG_ARCHIVE_MAP, YolosConfig, YolosOnnxConfig

  try:
    if not is_vision_available():
      raise OptionalDependencyNotAvailable()
  except OptionalDependencyNotAvailable:
    pass
  else:
    from .feature_extraction_yolos import YolosFeatureExtractor
    from .image_processing_yolos import YolosImageProcessor

  try:
    if not is_torch_available():
      raise OptionalDependencyNotAvailable()
  except OptionalDependencyNotAvailable:
    pass
  else:
    from .modeling_yolos import (
        YOLOS_PRETRAINED_MODEL_ARCHIVE_LIST,
        YolosForObjectDetection,
        YolosModel,
        YolosPreTrainedModel,
    )


else:
  import sys

  __UpperCAmelCase    				=     _LazyModule(__name__, globals()['__file__'], _import_structure, module_spec=__spec__)






