
'''simple docstring'''







import random
def 					snake_case_		(				__SCREAMING_SNAKE_CASE					: list      ,      __SCREAMING_SNAKE_CASE					: str							):



						"""simple docstring"""





						lowercase_						, lowercase_						, lowercase_	:     Optional[int]													=       [], [], []
						for element in data:
												if element < pivot:
																		less.append(__SCREAMING_SNAKE_CASE							)
												elif element > pivot:
																		greater.append(__SCREAMING_SNAKE_CASE							)
												else:
																		equal.append(__SCREAMING_SNAKE_CASE							)
						return less, equal, greater




def 					snake_case_		(				__SCREAMING_SNAKE_CASE					: list      ,      __SCREAMING_SNAKE_CASE					: int							):



						"""simple docstring"""





						if index >= len(__SCREAMING_SNAKE_CASE							) or index < 0:
												return None

						lowercase_	:     Dict													=       items[random.randint(0      ,      len(__SCREAMING_SNAKE_CASE							) - 1							)]
						lowercase_	:     Optional[int]													=       0
						lowercase_						, lowercase_						, lowercase_	:     Optional[int]													=       _partition(__SCREAMING_SNAKE_CASE      ,      __SCREAMING_SNAKE_CASE							)
						lowercase_	:     str													=       len(__SCREAMING_SNAKE_CASE							)
						lowercase_	:     List[str]													=       len(__SCREAMING_SNAKE_CASE							)

						# index is the pivot
						if m <= index < m + count:
												return pivot
						# must be in smaller
						elif m > index:
												return quick_select(__SCREAMING_SNAKE_CASE      ,      __SCREAMING_SNAKE_CASE							)
						# must be in larger
						else:
												return quick_select(__SCREAMING_SNAKE_CASE      ,      index - (m + count)							)





'''simple docstring'''







from typing import TYPE_CHECKING

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


_lowercase :  Union[str, Any]    							=       {
    "configuration_pix2struct": [
        "PIX2STRUCT_PRETRAINED_CONFIG_ARCHIVE_MAP",
        "Pix2StructConfig",
        "Pix2StructTextConfig",
        "Pix2StructVisionConfig",
    ],
    "processing_pix2struct": ["Pix2StructProcessor"],
}

try:
							if not is_vision_available():
														raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
							pass
else:
							_lowercase :  Dict    							=       ["Pix2StructImageProcessor"]


try:
							if not is_torch_available():
														raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
							pass
else:
							_lowercase :  List[str]    							=       [
							    "PIX2STRUCT_PRETRAINED_MODEL_ARCHIVE_LIST",
							    "Pix2StructPreTrainedModel",
							    "Pix2StructForConditionalGeneration",
							    "Pix2StructVisionModel",
							    "Pix2StructTextModel",
							]

if TYPE_CHECKING:
							from .configuration_pixastruct import (
							    PIX2STRUCT_PRETRAINED_CONFIG_ARCHIVE_MAP,
							    PixaStructConfig,
							    PixaStructTextConfig,
							    PixaStructVisionConfig,
							)
							from .processing_pixastruct import PixaStructProcessor

							try:
														if not is_vision_available():
																					raise OptionalDependencyNotAvailable()
							except OptionalDependencyNotAvailable:
														pass
							else:
														from .image_processing_pixastruct import PixaStructImageProcessor

							try:
														if not is_torch_available():
																					raise OptionalDependencyNotAvailable()
							except OptionalDependencyNotAvailable:
														pass
							else:
														from .modeling_pixastruct import (
														    PIX2STRUCT_PRETRAINED_MODEL_ARCHIVE_LIST,
														    PixaStructForConditionalGeneration,
														    PixaStructPreTrainedModel,
														    PixaStructTextModel,
														    PixaStructVisionModel,
														)

else:
							import sys

							_lowercase :  Optional[int]    							=       _LazyModule(__name__, globals()["__file__"], _import_structure, module_spec=__spec__)



