lowerCAmelCase__	:  Dict						=  10_00
def 					UpperCamelCase__		(							A__       )  ->   float:
				return x * x
def 					UpperCamelCase__		(							A__     ,					A__     ,					A__     ,					A__ = 4       )  ->   float:
				assert callable(
				    A__       ), F"""the function(object) passed should be callable your input : {function}"""
				assert isinstance(A__     ,					(float, int)       ), F"""a should be float or integer your input : {a}"""
				assert isinstance(function(A__       )     ,					(float, int)       ), (
				    "the function should return integer or float return type of your function, "
				    F"""{type(A__       )}"""
				)
				assert isinstance(A__     ,					(float, int)       ), F"""b should be float or integer your input : {b}"""
				assert (
				    isinstance(A__     ,					A__       ) and precision > 0
				), F"""precision should be positive integer your input : {precision}"""

				# just applying the formula of simpson for approximate integration written in
				# mentioned article in first comment of this file and above this function

				snake_case__   :      Tuple   				= (b - a) / N_STEPS
				snake_case__   :      Any   				= function(A__       ) + function(A__       )

				for i in range(1     ,					A__       ):
								snake_case__   :      Union[str, Any]   				= a + h * i
								result += function(A__       ) * (4 if i % 2 else 2)

				result *= h / 3
				return round(A__     ,					A__       )


if __name__ == "__main__":
				import doctest

				doctest.testmod()



from typing import TYPE_CHECKING

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


lowerCAmelCase__	:  int						=  {
    '''configuration_deta''': ['''DETA_PRETRAINED_CONFIG_ARCHIVE_MAP''', '''DetaConfig'''],
}

try:
				if not is_vision_available():
								raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
				pass
else:
				lowerCAmelCase__	:  Union[str, Any]						=  ['''DetaImageProcessor''']

try:
				if not is_torch_available():
								raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
				pass
else:
				lowerCAmelCase__	:  Optional[int]						=  [
				    '''DETA_PRETRAINED_MODEL_ARCHIVE_LIST''',
				    '''DetaForObjectDetection''',
				    '''DetaModel''',
				    '''DetaPreTrainedModel''',
				]


if TYPE_CHECKING:
				from .configuration_deta import DETA_PRETRAINED_CONFIG_ARCHIVE_MAP, DetaConfig

				try:
								if not is_vision_available():
												raise OptionalDependencyNotAvailable()
				except OptionalDependencyNotAvailable:
								pass
				else:
								from .image_processing_deta import DetaImageProcessor

				try:
								if not is_torch_available():
												raise OptionalDependencyNotAvailable()
				except OptionalDependencyNotAvailable:
								pass
				else:
								from .modeling_deta import (
								    DETA_PRETRAINED_MODEL_ARCHIVE_LIST,
								    DetaForObjectDetection,
								    DetaModel,
								    DetaPreTrainedModel,
								)

else:
				import sys

				lowerCAmelCase__	:  int						=  _LazyModule(__name__, globals()['''__file__'''], _import_structure, module_spec=__spec__)


