





"""simple docstring"""


def 					lowercase__    (					)					->		list[list[int]]:




      """simple docstring"""

      return [list(range(1_000 - i		,-1_000 - i		,-1			)			) for i in range(1_000			)]


lowerCamelCase__				  =   generate_large_matrix()
lowerCamelCase__				  =   (
    [[4, 3, 2, -1], [3, 2, 1, -1], [1, 1, -1, -2], [-1, -1, -2, -3]],
    [[3, 2], [1, 0]],
    [[7, 7, 6]],
    [[7, 7, 6], [-1, -2, -3]],
    grid,
)




def 					lowercase__    (					lowercase_			)					->		None:




      """simple docstring"""

      assert all(row == sorted(lowercase_		,reverse=lowercase_			) for row in grid			)
      assert all(list(lowercase_			) == sorted(lowercase_		,reverse=lowercase_			) for col in zip(*lowercase_			)			)




def 					lowercase__    (					lowercase_			)					->		int:




      """simple docstring"""

      _UpperCamelCase      :	Optional[Any]						=       0
      _UpperCamelCase      :	str						=       len(lowercase_			) - 1

      # Edge cases such as no values or all numbers are negative.
      if not array or array[0] < 0:
            return 0

      while right + 1 > left:
            _UpperCamelCase      :	Dict						=       (left + right) // 2
            _UpperCamelCase      :	str						=       array[mid]

            # Num must be negative and the index must be greater than or equal to 0.
            if num < 0 and array[mid - 1] >= 0:
                  return mid

            if num >= 0:
                  _UpperCamelCase      :	Optional[Any]						=       mid + 1
            else:
                  _UpperCamelCase      :	List[Any]						=       mid - 1
    # No negative numbers so return the last index of the array + 1 which is the length.
      return len(lowercase_			)




def 					lowercase__    (					lowercase_			)					->		int:




      """simple docstring"""

      _UpperCamelCase      :	Any						=       0
      _UpperCamelCase      :	List[str]						=       len(grid[0]			)

      for i in range(len(lowercase_			)			):
            _UpperCamelCase      :	List[str]						=       find_negative_index(grid[i][:bound]			)
            total += bound
      return (len(lowercase_			) * len(grid[0]			)) - total




def 					lowercase__    (					lowercase_			)					->		int:




      """simple docstring"""

      return len([number for row in grid for number in row if number < 0]			)




def 					lowercase__    (					lowercase_			)					->		int:




      """simple docstring"""

      _UpperCamelCase      :	List[Any]						=       0
      for row in grid:
            for i, number in enumerate(lowercase_			):
                  if number < 0:
                        total += len(lowercase_			) - i
                        break
      return total




def 					lowercase__    (					)					->		None:




      """simple docstring"""

      from timeit import timeit

      print("Running benchmarks"			)
      _UpperCamelCase      :	List[str]						=       (
          "from __main__ import count_negatives_binary_search, "
          "count_negatives_brute_force, count_negatives_brute_force_with_break, grid"
      )
      for func in (
          "count_negatives_binary_search",  # took 0.7727 seconds
          "count_negatives_brute_force_with_break",  # took 4.6505 seconds
          "count_negatives_brute_force",  # took 12.8160 seconds
      ):
            _UpperCamelCase      :	List[str]						=       timeit(F'''{func}(grid=grid)'''		,setup=lowercase_		,number=500			)
            print(F'''{func}() took {time:0.4f} seconds'''			)


if __name__ == "__main__":
  import doctest

  doctest.testmod()
  benchmark()







"""simple docstring"""


from typing import TYPE_CHECKING

from ...utils import (
    OptionalDependencyNotAvailable,
    _LazyModule,
    is_flax_available,
    is_tf_available,
    is_tokenizers_available,
    is_torch_available,
    is_vision_available,
)


lowerCamelCase__				  =   {
    "configuration_owlvit": [
        "OWLVIT_PRETRAINED_CONFIG_ARCHIVE_MAP",
        "OwlViTConfig",
        "OwlViTOnnxConfig",
        "OwlViTTextConfig",
        "OwlViTVisionConfig",
    ],
    "processing_owlvit": ["OwlViTProcessor"],
}


try:
  if not is_vision_available():
    raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
  pass
else:
  lowerCamelCase__				  =   ["OwlViTFeatureExtractor"]
  lowerCamelCase__				  =   ["OwlViTImageProcessor"]

try:
  if not is_torch_available():
    raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
  pass
else:
  lowerCamelCase__				  =   [
      "OWLVIT_PRETRAINED_MODEL_ARCHIVE_LIST",
      "OwlViTModel",
      "OwlViTPreTrainedModel",
      "OwlViTTextModel",
      "OwlViTVisionModel",
      "OwlViTForObjectDetection",
  ]

if TYPE_CHECKING:
  from .configuration_owlvit import (
      OWLVIT_PRETRAINED_CONFIG_ARCHIVE_MAP,
      OwlViTConfig,
      OwlViTOnnxConfig,
      OwlViTTextConfig,
      OwlViTVisionConfig,
  )
  from .processing_owlvit import OwlViTProcessor

  try:
    if not is_vision_available():
      raise OptionalDependencyNotAvailable()
  except OptionalDependencyNotAvailable:
    pass
  else:
    from .feature_extraction_owlvit import OwlViTFeatureExtractor
    from .image_processing_owlvit import OwlViTImageProcessor

  try:
    if not is_torch_available():
      raise OptionalDependencyNotAvailable()
  except OptionalDependencyNotAvailable:
    pass
  else:
    from .modeling_owlvit import (
        OWLVIT_PRETRAINED_MODEL_ARCHIVE_LIST,
        OwlViTForObjectDetection,
        OwlViTModel,
        OwlViTPreTrainedModel,
        OwlViTTextModel,
        OwlViTVisionModel,
    )

else:
  import sys

  lowerCamelCase__				  =   _LazyModule(__name__, globals()["__file__"], _import_structure, module_spec=__spec__)
