





"""simple docstring"""


class    __SCREAMING_SNAKE_CASE			:







  '''simple docstring'''


  def __init__(						self      :				Optional[Any]		)						-> None:
        # numbermap keys are the number and its values are lists of indexes sorted
        # in ascending order
        _UpperCamelCase					:		dict[int, list[int]]  =				{}
        # indexmap keys are an index and it's values are the number at that index
        _UpperCamelCase					:		dict[int, int]  =				{}

  def       __SCREAMING_SNAKE_CASE (						self      :				int    ,      __a      :				list | str | range    ,      __a      :				int		)						-> list[int]:
        if isinstance(__a    ,      (range, str)		):
              _UpperCamelCase					:		Optional[Any]  =				list(__a		)
        elif not isinstance(__a    ,      __a		):
              raise TypeError(
                  "binary_search_delete() only accepts either a list, range or str"		)

        _UpperCamelCase					:		Tuple  =				0
        _UpperCamelCase					:		Optional[int]  =				len(__a		) - 1

        while low <= high:
              _UpperCamelCase					:		Optional[int]  =				(low + high) // 2
              if array[mid] == item:
                    array.pop(__a		)
                    return array
              elif array[mid] < item:
                    _UpperCamelCase					:		str  =				mid + 1
              else:
                    _UpperCamelCase					:		Optional[Any]  =				mid - 1
        raise ValueError(
            "Either the item is not in the array or the array was unsorted"		)

  def       __SCREAMING_SNAKE_CASE (						self      :				Tuple    ,      __a      :				list | str | range    ,      __a      :				int		)						-> list[int]:
        if isinstance(__a    ,      (range, str)		):
              _UpperCamelCase					:		Union[str, Any]  =				list(__a		)
        elif not isinstance(__a    ,      __a		):
              raise TypeError(
                  "binary_search_insert() only accepts either a list, range or str"		)

        _UpperCamelCase					:		int  =				0
        _UpperCamelCase					:		Tuple  =				len(__a		) - 1

        while low <= high:
              _UpperCamelCase					:		Any  =				(low + high) // 2
              if array[mid] == index:
                    # If the item already exists in the array,
                    # insert it after the existing item
                    array.insert(mid + 1    ,      __a		)
                    return array
              elif array[mid] < index:
                    _UpperCamelCase					:		List[str]  =				mid + 1
              else:
                    _UpperCamelCase					:		List[Any]  =				mid - 1

        # If the item doesn't exist in the array, insert it at the appropriate position
        array.insert(__a    ,      __a		)
        return array

  def       __SCREAMING_SNAKE_CASE (						self      :				Dict    ,      __a      :				int    ,      __a      :				int		)						-> None:
        # Remove previous index
        if index in self.indexmap:
              _UpperCamelCase					:		Union[str, Any]  =				self.indexmap[index]
              if len(self.numbermap[n]		) == 1:
                    del self.numbermap[n]
              else:
                    _UpperCamelCase					:		Optional[Any]  =				self.binary_search_delete(self.numbermap[n]    ,      __a		)

        # Set new index
        _UpperCamelCase					:		Any  =				number

        # Number not seen before or empty so insert number value
        if number not in self.numbermap:
              _UpperCamelCase					:		str  =				[index]

        # Here we need to perform a binary search insertion in order to insert
        # The item in the correct place
        else:
              _UpperCamelCase					:		Any  =				self.binary_search_insert(
                  self.numbermap[number]    ,      __a		)


  def       __SCREAMING_SNAKE_CASE (						self      :				Dict    ,      __a      :				int		)						-> int:
        return self.numbermap.get(__a    ,      [-1]		)[0]


if __name__ == "__main__":
  import doctest

  doctest.testmod()







"""simple docstring"""


import glob
import os

from get_test_info import get_tester_classes


if __name__ == "__main__":
  lowerCamelCase__      =      []

  lowerCamelCase__      =      os.path.join("tests", "models", "**", "test_modeling_*.py")
  lowerCamelCase__      =      glob.glob(pattern)
  # TODO: deal with TF/Flax too
  lowerCamelCase__      =      [
      x for x in test_files if not (x.startswith("test_modeling_tf_") or x.startswith("test_modeling_flax_"))
  ]

  for test_file in test_files:
    lowerCamelCase__      =      get_tester_classes(test_file)
    for tester_class in tester_classes:
      # A few tester classes don't have `parent` parameter in `__init__`.
      # TODO: deal this better
      try:
        lowerCamelCase__      =      tester_class(parent=None)
      except Exception:
        continue
      if hasattr(tester, "get_config"):
        lowerCamelCase__      =      tester.get_config()
        for k, v in config.to_dict().items():
          if isinstance(v, int):
            lowerCamelCase__      =      None
            if k in ["vocab_size"]:
              lowerCamelCase__      =      100
            elif k in ["max_position_embeddings"]:
              lowerCamelCase__      =      128
            elif k in ["hidden_size", "d_model"]:
              lowerCamelCase__      =      40
            elif k == ["num_layers", "num_hidden_layers", "num_encoder_layers", "num_decoder_layers"]:
              lowerCamelCase__      =      5
            if target is not None and v > target:
              failures.append(
                  f"""{tester_class.__name__} will produce a `config` of type `{config.__class__.__name__}`"""
                  f""" with config[\"{k}\"] = {v} which is too large for testing! Set its value to be smaller"""
                  f""" than {target}."""
              )

  if len(failures) > 0:
    raise Exception(f"""There were {len(failures)} failures:\n""" + "\n".join(failures))
