



import importlib
import os
import sys


# This is required to make the module import works (when the python process is running from the root of the repo)
sys.path.append('''.''')



def 			_lowerCAmelCase       (					__lowerCAmelCase      )   ->					int:


				"""simple docstring"""

				snake_case__	:      Union[str, Any]     		=	test_file.split(os.path.sep      )
				if components[0:2] != ["tests", "models"]:
								raise ValueError(
								    '''`test_file` should start with `tests/models/` (with `/` being the OS specific path separator). Got '''
								    f"""{test_file} instead."""      )
				snake_case__	:      Optional[int]     		=	components[-1]
				if not test_fn.endswith('''py'''      ):
								raise ValueError(f"""`test_file` should be a python file. Got {test_fn} instead."""      )
				if not test_fn.startswith('''test_modeling_'''      ):
								raise ValueError(
								    f"""`test_file` should point to a file name of the form `test_modeling_*.py`. Got {test_fn} instead."""      )

				snake_case__	:      Tuple     		=	components[:-1] + [test_fn.replace('''.py'''  ,  ''''''      )]
				snake_case__	:      Union[str, Any]     		=	'''.'''.join(__lowerCAmelCase      )

				return test_module_path



def 			_lowerCAmelCase       (					__lowerCAmelCase      )   ->					str:


				"""simple docstring"""

				snake_case__	:      List[Any]     		=	get_module_path(__lowerCAmelCase      )
				snake_case__	:      str     		=	importlib.import_module(__lowerCAmelCase      )

				return test_module



def 			_lowerCAmelCase       (					__lowerCAmelCase      )   ->					Any:


				"""simple docstring"""

				snake_case__	:      List[str]     		=	[]
				snake_case__	:      Optional[int]     		=	get_test_module(__lowerCAmelCase      )
				for attr in dir(__lowerCAmelCase      ):
								if attr.endswith('''ModelTester'''      ):
												tester_classes.append(getattr(__lowerCAmelCase  ,  __lowerCAmelCase      )      )

    # sort with class names
				return sorted(__lowerCAmelCase  ,  key=lambda __lowerCAmelCase      : x.__name__      )



def 			_lowerCAmelCase       (					__lowerCAmelCase      )   ->					Optional[int]:


				"""simple docstring"""

				snake_case__	:      Optional[int]     		=	[]
				snake_case__	:      Any     		=	get_test_module(__lowerCAmelCase      )
				for attr in dir(__lowerCAmelCase      ):
								snake_case__	:      Optional[int]     		=	getattr(__lowerCAmelCase  ,  __lowerCAmelCase      )
								# (TF/Flax)ModelTesterMixin is also an attribute in specific model test module. Let's exclude them by checking
								# `all_model_classes` is not empty (which also excludes other special classes).
								snake_case__	:      List[str]     		=	getattr(__lowerCAmelCase  ,  '''all_model_classes'''  ,  []      )
								if len(__lowerCAmelCase      ) > 0:
												test_classes.append(__lowerCAmelCase      )

    # sort with class names
				return sorted(__lowerCAmelCase  ,  key=lambda __lowerCAmelCase      : x.__name__      )



def 			_lowerCAmelCase       (					__lowerCAmelCase      )   ->					Union[str, Any]:


				"""simple docstring"""

				snake_case__	:      Optional[int]     		=	get_test_classes(__lowerCAmelCase      )
				snake_case__	:      List[str]     		=	set()
				for test_class in test_classes:
								model_classes.update(test_class.all_model_classes      )

				# sort with class names
				return sorted(__lowerCAmelCase  ,  key=lambda __lowerCAmelCase      : x.__name__      )



def 			_lowerCAmelCase       (					__lowerCAmelCase      )   ->					Any:


				"""simple docstring"""

				snake_case__	:      Any     		=	test_class()
				if hasattr(__lowerCAmelCase  ,  '''setUp'''      ):
								test.setUp()

				snake_case__	:      str     		=	None
				if hasattr(__lowerCAmelCase  ,  '''model_tester'''      ):
								# `(TF/Flax)ModelTesterMixin` has this attribute default to `None`. Let's skip this case.
								if test.model_tester is not None:
												snake_case__	:      Union[str, Any]     		=	test.model_tester.__class__

				return model_tester



def 			_lowerCAmelCase       (					__lowerCAmelCase  ,  __lowerCAmelCase      )   ->					Any:


				"""simple docstring"""

				snake_case__	:      List[Any]     		=	get_test_classes(__lowerCAmelCase      )

				snake_case__	:      Tuple     		=	[]
				for test_class in test_classes:
								if model_class in test_class.all_model_classes:
												target_test_classes.append(__lowerCAmelCase      )

    # sort with class names
				return sorted(__lowerCAmelCase  ,  key=lambda __lowerCAmelCase      : x.__name__      )



def 			_lowerCAmelCase       (					__lowerCAmelCase  ,  __lowerCAmelCase      )   ->					Optional[int]:


				"""simple docstring"""

				snake_case__	:      Dict     		=	get_test_classes_for_model(__lowerCAmelCase  ,  __lowerCAmelCase      )

				snake_case__	:      Union[str, Any]     		=	[]
				for test_class in test_classes:
								snake_case__	:      Optional[Any]     		=	get_model_tester_from_test_class(__lowerCAmelCase      )
								if tester_class is not None:
												tester_classes.append(__lowerCAmelCase      )

    # sort with class names
				return sorted(__lowerCAmelCase  ,  key=lambda __lowerCAmelCase      : x.__name__      )



def 			_lowerCAmelCase       (					__lowerCAmelCase      )   ->					Optional[int]:


				"""simple docstring"""

				snake_case__	:      Any     		=	get_test_classes(__lowerCAmelCase      )
				snake_case__	:      str     		=	{test_class: get_model_tester_from_test_class(__lowerCAmelCase      ) for test_class in test_classes}
				return test_tester_mapping



def 			_lowerCAmelCase       (					__lowerCAmelCase      )   ->					int:


				"""simple docstring"""

				snake_case__	:      Tuple     		=	get_model_classes(__lowerCAmelCase      )
				snake_case__	:      Tuple     		=	{
				    model_class: get_test_classes_for_model(__lowerCAmelCase  ,  __lowerCAmelCase      ) for model_class in model_classes
				}
				return model_test_mapping



def 			_lowerCAmelCase       (					__lowerCAmelCase      )   ->					Tuple:


				"""simple docstring"""

				snake_case__	:      List[str]     		=	get_model_classes(__lowerCAmelCase      )
				snake_case__	:      List[str]     		=	{
				    model_class: get_tester_classes_for_model(__lowerCAmelCase  ,  __lowerCAmelCase      ) for model_class in model_classes
				}
				return model_to_tester_mapping





def 			_lowerCAmelCase       (					__lowerCAmelCase      )   ->					Optional[int]:


				"""simple docstring"""

				if isinstance(__lowerCAmelCase  ,  __lowerCAmelCase      ):
								return o
				elif isinstance(__lowerCAmelCase  ,  __lowerCAmelCase      ):
								return o.__name__
				elif isinstance(__lowerCAmelCase  ,  (list, tuple)      ):
								return [to_json(__lowerCAmelCase      ) for x in o]
				elif isinstance(__lowerCAmelCase  ,  __lowerCAmelCase      ):
								return {to_json(__lowerCAmelCase      ): to_json(__lowerCAmelCase      ) for k, v in o.items()}
				else:
								return o






import math
import sys



def 			_lowerCAmelCase       (					__lowerCAmelCase      )   ->					str:


				"""simple docstring"""

				snake_case__	:      Optional[Any]     		=	''''''
				try:
								with open(__lowerCAmelCase  ,  '''rb'''      ) as binary_file:
												snake_case__	:      int     		=	binary_file.read()
								for dat in data:
												snake_case__	:      Any     		=	f"""{dat:08b}"""
												result += curr_byte
								return result
				except OSError:
								print('''File not accessible'''      )
								sys.exit()



def 			_lowerCAmelCase       (					__lowerCAmelCase      )   ->					str:


				"""simple docstring"""

				snake_case__	:      List[str]     		=	{'''0''': '''0''', '''1''': '''1'''}
				snake_case__		, snake_case__	:      List[Any]     		=	'''''', ''''''
				snake_case__	:      Tuple     		=	len(__lowerCAmelCase      )

				for i in range(len(__lowerCAmelCase      )      ):
								curr_string += data_bits[i]
								if curr_string not in lexicon:
												continue

								snake_case__	:      Tuple     		=	lexicon[curr_string]
								result += last_match_id
								snake_case__	:      Any     		=	last_match_id + '''0'''

								if math.loga(__lowerCAmelCase      ).is_integer():
												snake_case__	:      Tuple     		=	{}
												for curr_key in list(__lowerCAmelCase      ):
																snake_case__	:      Union[str, Any]     		=	lexicon.pop(__lowerCAmelCase      )
												snake_case__	:      Optional[Any]     		=	new_lex

								snake_case__	:      Tuple     		=	last_match_id + '''1'''
								index += 1
								snake_case__	:      Dict     		=	''''''
				return result



def 			_lowerCAmelCase       (					__lowerCAmelCase  ,  __lowerCAmelCase      )   ->					None:


				"""simple docstring"""

				snake_case__	:      Dict     		=	8
				try:
								with open(__lowerCAmelCase  ,  '''wb'''      ) as opened_file:
												snake_case__	:      Union[str, Any]     		=	[
												    to_write[i : i + byte_length]
												    for i in range(0  ,  len(__lowerCAmelCase      )  ,  __lowerCAmelCase      )
												]

												if len(result_byte_array[-1]      ) % byte_length == 0:
																result_byte_array.append('''10000000'''      )
												else:
																result_byte_array[-1] += "1" + "0" * (
																    byte_length - len(result_byte_array[-1]      ) - 1
																)

												for elem in result_byte_array[:-1]:
																opened_file.write(int(__lowerCAmelCase  ,  2      ).to_bytes(1  ,  byteorder='''big'''      )      )
				except OSError:
								print('''File not accessible'''      )
								sys.exit()



def 			_lowerCAmelCase       (					__lowerCAmelCase      )   ->					str:


				"""simple docstring"""

				snake_case__	:      Any     		=	0
				for letter in data_bits:
								if letter == "1":
												break
								counter += 1

				snake_case__	:      Optional[int]     		=	data_bits[counter:]
				snake_case__	:      int     		=	data_bits[counter + 1 :]
				return data_bits



def 			_lowerCAmelCase       (					__lowerCAmelCase  ,  __lowerCAmelCase      )   ->					None:


				"""simple docstring"""

				snake_case__	:      Union[str, Any]     		=	read_file_binary(__lowerCAmelCase      )
				snake_case__	:      List[str]     		=	remove_prefix(__lowerCAmelCase      )
				snake_case__	:      Any     		=	decompress_data(__lowerCAmelCase      )
				write_file_binary(__lowerCAmelCase  ,  __lowerCAmelCase      )


if __name__ == "__main__":
				compress(sys.argv[1], sys.argv[2])

