
'''simple docstring'''





import glob
import os

from get_test_info import get_tester_classes


if __name__ == "__main__":
						SCREAMING_SNAKE_CASE   :		Any					 =       []

						SCREAMING_SNAKE_CASE   :		int					 =       os.path.join("tests", "models", "**", "test_modeling_*.py")
						SCREAMING_SNAKE_CASE   :		Union[str, Any]					 =       glob.glob(pattern)
						# TODO: deal with TF/Flax too
						SCREAMING_SNAKE_CASE   :		Any					 =       [
						    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:
												SCREAMING_SNAKE_CASE   :		Any					 =       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:
																								SCREAMING_SNAKE_CASE   :		int					 =       tester_class(parent=None)
																		except Exception:
																								continue
																		if hasattr(tester, "get_config"):
																								SCREAMING_SNAKE_CASE   :		str					 =       tester.get_config()
																								for k, v in config.to_dict().items():
																														if isinstance(v, int):
																																				SCREAMING_SNAKE_CASE   :		Union[str, Any]					 =       None
																																				if k in ["vocab_size"]:
																																										SCREAMING_SNAKE_CASE   :		List[str]					 =       100
																																				elif k in ["max_position_embeddings"]:
																																										SCREAMING_SNAKE_CASE   :		Optional[Any]					 =       128
																																				elif k in ["hidden_size", "d_model"]:
																																										SCREAMING_SNAKE_CASE   :		List[Any]					 =       40
																																				elif k == ["num_layers", "num_hidden_layers", "num_encoder_layers", "num_decoder_layers"]:
																																										SCREAMING_SNAKE_CASE   :		Optional[Any]					 =       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))

from cva import destroyAllWindows, imread, imshow, waitKey



def        lowerCamelCase_  (   __UpperCamelCase ,						__UpperCamelCase     ):
				A_	,					A_       	=  img.shape[0], img.shape[1]

				def to_grayscale(__UpperCamelCase ,						__UpperCamelCase ,						__UpperCamelCase     ):
								return 0.2126 * red + 0.587 * green + 0.114 * blue

				def normalize(__UpperCamelCase     ):
								return min(__UpperCamelCase ,						2_55     )

				for i in range(__UpperCamelCase     ):
								for j in range(__UpperCamelCase     ):
												A_       	=  int(to_grayscale(*img[i][j]     )     )
												A_       	=  [
												    normalize(__UpperCamelCase     ),
												    normalize(greyscale + factor     ),
												    normalize(greyscale + 2 * factor     ),
												]

				return img


if __name__ == "__main__":
						# read original image
						SCREAMING_SNAKE_CASE   :		Optional[Any]					 =       {
						    percentage: imread("image_data/lena.jpg", 1) for percentage in (10, 20, 30, 40)
						}

						for percentage, img in images.items():
												make_sepia(img, percentage)

						for percentage, img in images.items():
												imshow(f'''Original image with sepia (factor: {percentage})''', img)

						waitKey(0)
						destroyAllWindows()