
import unittest

from transformers.image_processing_utils import get_size_dict

class 				_UpperCamelCase (    unittest.TestCase     ):






			'''simple docstring'''

			def 					lowerCAmelCase__		(				self       :				Union[str, Any]					):
							# Test a dict with the wrong keys raises an error
							UpperCamelCase_:							List[Any]		=  {"""wrong_key""": 224}
							with self.assertRaises(snake_case_					):
											get_size_dict(snake_case_					)

							UpperCamelCase_:							str		=  {"""height""": 224}
							with self.assertRaises(snake_case_					):
											get_size_dict(snake_case_					)

							UpperCamelCase_:							int		=  {"""width""": 224, """shortest_edge""": 224}
							with self.assertRaises(snake_case_					):
											get_size_dict(snake_case_					)

							# Test a dict with the correct keys is returned as is
							UpperCamelCase_:							List[Any]		=  {"""height""": 224, """width""": 224}
							UpperCamelCase_:							List[str]		=  get_size_dict(snake_case_					)
							self.assertEqual(snake_case_  ,		snake_case_					)

							UpperCamelCase_:							Optional[Any]		=  {"""shortest_edge""": 224}
							UpperCamelCase_:							List[Any]		=  get_size_dict(snake_case_					)
							self.assertEqual(snake_case_  ,		{"""shortest_edge""": 224}					)

							UpperCamelCase_:							Any		=  {"""longest_edge""": 224, """shortest_edge""": 224}
							UpperCamelCase_:							int		=  get_size_dict(snake_case_					)
							self.assertEqual(snake_case_  ,		{"""longest_edge""": 224, """shortest_edge""": 224}					)

							# Test a single int value which  represents (size, size)
							UpperCamelCase_:							List[Any]		=  get_size_dict(224					)
							self.assertEqual(snake_case_  ,		{"""height""": 224, """width""": 224}					)

							# Test a single int value which represents the shortest edge
							UpperCamelCase_:							Tuple		=  get_size_dict(224  ,		default_to_square=snake_case_					)
							self.assertEqual(snake_case_  ,		{"""shortest_edge""": 224}					)

							# Test a tuple of ints which represents (height, width)
							UpperCamelCase_:							List[Any]		=  get_size_dict((150, 200)					)
							self.assertEqual(snake_case_  ,		{"""height""": 150, """width""": 200}					)

							# Test a tuple of ints which represents (width, height)
							UpperCamelCase_:							int		=  get_size_dict((150, 200)  ,		height_width_order=snake_case_					)
							self.assertEqual(snake_case_  ,		{"""height""": 200, """width""": 150}					)

							# Test an int representing the shortest edge and max_size which represents the longest edge
							UpperCamelCase_:							Union[str, Any]		=  get_size_dict(224  ,		max_size=256  ,		default_to_square=snake_case_					)
							self.assertEqual(snake_case_  ,		{"""shortest_edge""": 224, """longest_edge""": 256}					)

							# Test int with default_to_square=True and max_size fails
							with self.assertRaises(snake_case_					):
											get_size_dict(224  ,		max_size=256  ,		default_to_square=snake_case_					)













"""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))
