'''simple docstring'''

import os
import re
import shutil
import sys
import tempfile
import unittest

import black


lowercase_     		= os.path.abspath(os.path.dirname(os.path.dirname(os.path.dirname(__file__))))
sys.path.append(os.path.join(git_repo_path, '''utils'''))

import check_copies  # noqa: E402


# This is the reference code that will be used in the tests.
# If DDPMSchedulerOutput is changed in scheduling_ddpm.py, this code needs to be manually updated.
lowercase_     		= '''    \"\"\"
    Output class for the scheduler\'s step function output.

    Args:
        prev_sample (`torch.FloatTensor` of shape `(batch_size, num_channels, height, width)` for images):
            Computed sample (x_{t-1}) of previous timestep. `prev_sample` should be used as next model input in the
            denoising loop.
        pred_original_sample (`torch.FloatTensor` of shape `(batch_size, num_channels, height, width)` for images):
            The predicted denoised sample (x_{0}) based on the model output from the current timestep.
            `pred_original_sample` can be used to preview progress or for guidance.
    \"\"\"

    prev_sample: torch.FloatTensor
    pred_original_sample: Optional[torch.FloatTensor] = None
'''
class   SCREAMING_SNAKE_CASE			(						unittest.TestCase):







		"""simple docstring"""






		def 		UpperCamelCase__       (   self				) ->     List[Any]:
								_lowerCAmelCase										=tempfile.mkdtemp()
								os.makedirs(os.path.join(self.diffusers_dir		,						'schedulers/'				)				)
								_lowerCAmelCase										=self.diffusers_dir
								shutil.copy(
								    os.path.join(__A		,						'src/diffusers/schedulers/scheduling_ddpm.py'				)		,						os.path.join(self.diffusers_dir		,						'schedulers/scheduling_ddpm.py'				)		,						)






		def 		UpperCamelCase__       (   self				) ->     Any:
								_lowerCAmelCase										="""src/diffusers"""
								shutil.rmtree(self.diffusers_dir				)






		def 		UpperCamelCase__       (   self		,						__A		,						__A		,						__A		,						__A=None				) ->     Optional[Any]:
								_lowerCAmelCase										=comment + F'''\nclass {class_name}(nn.Module):\n''' + class_code
								if overwrite_result is not None:
														_lowerCAmelCase										=comment + F'''\nclass {class_name}(nn.Module):\n''' + overwrite_result
								_lowerCAmelCase										=black.Mode(target_versions={black.TargetVersion.PYaa}		,						line_length=119				)
								_lowerCAmelCase										=black.format_str(__A		,						mode=__A				)
								_lowerCAmelCase										=os.path.join(self.diffusers_dir		,						'new_code.py'				)
								with open(__A		,						'w'		,						newline='\n'				) as f:
														f.write(__A				)
								if overwrite_result is None:
														self.assertTrue(len(check_copies.is_copy_consistent(__A				)				) == 0				)
								else:
														check_copies.is_copy_consistent(f.name		,						overwrite=__A				)
														with open(__A		,						'r'				) as f:
																				self.assertTrue(f.read()		,						__A				)






		def 		UpperCamelCase__       (   self				) ->     Any:
								_lowerCAmelCase										=check_copies.find_code_in_diffusers('schedulers.scheduling_ddpm.DDPMSchedulerOutput'				)
								self.assertEqual(__A		,						__A				)






		def 		UpperCamelCase__       (   self				) ->     Tuple:
								self.check_copy_consistency(
								    '# Copied from diffusers.schedulers.scheduling_ddpm.DDPMSchedulerOutput'		,						'DDPMSchedulerOutput'		,						REFERENCE_CODE + '\n'		,						)

								# With no empty line at the end
								self.check_copy_consistency(
								    '# Copied from diffusers.schedulers.scheduling_ddpm.DDPMSchedulerOutput'		,						'DDPMSchedulerOutput'		,						__A		,						)

								# Copy consistency with rename
								self.check_copy_consistency(
								    '# Copied from diffusers.schedulers.scheduling_ddpm.DDPMSchedulerOutput with DDPM->Test'		,						'TestSchedulerOutput'		,						re.sub('DDPM'		,						'Test'		,						__A				)		,						)

								# Copy consistency with a really long name
								_lowerCAmelCase										="""TestClassWithAReallyLongNameBecauseSomePeopleLikeThatForSomeReason"""
								self.check_copy_consistency(
								    F'''# Copied from diffusers.schedulers.scheduling_ddpm.DDPMSchedulerOutput with DDPM->{long_class_name}'''		,						F'''{long_class_name}SchedulerOutput'''		,						re.sub('Bert'		,						__A		,						__A				)		,						)

								# Copy consistency with overwrite
								self.check_copy_consistency(
								    '# Copied from diffusers.schedulers.scheduling_ddpm.DDPMSchedulerOutput with DDPM->Test'		,						'TestSchedulerOutput'		,						__A		,						overwrite_result=re.sub('DDPM'		,						'Test'		,						__A				)		,						)





'''simple docstring'''

lowercase_     		= {
    '''A''': '''.-''', '''B''': '''-...''', '''C''': '''-.-.''', '''D''': '''-..''', '''E''': '''.''', '''F''': '''..-.''', '''G''': '''--.''',
    '''H''': '''....''', '''I''': '''..''', '''J''': '''.---''', '''K''': '''-.-''', '''L''': '''.-..''', '''M''': '''--''', '''N''': '''-.''',
    '''O''': '''---''', '''P''': '''.--.''', '''Q''': '''--.-''', '''R''': '''.-.''', '''S''': '''...''', '''T''': '''-''', '''U''': '''..-''',
    '''V''': '''...-''', '''W''': '''.--''', '''X''': '''-..-''', '''Y''': '''-.--''', '''Z''': '''--..''', '''1''': '''.----''',
    '''2''': '''..---''', '''3''': '''...--''', '''4''': '''....-''', '''5''': '''.....''', '''6''': '''-....''', '''7''': '''--...''',
    '''8''': '''---..''', '''9''': '''----.''', '''0''': '''-----''', '''&''': '''.-...''', '''@''': '''.--.-.''',
    ''':''': '''---...''', ''',''': '''--..--''', '''.''': '''.-.-.-''', '''\'''': '''.----.''', '''"''': '''.-..-.''',
    '''?''': '''..--..''', '''/''': '''-..-.''', '''=''': '''-...-''', '''+''': '''.-.-.''', '''-''': '''-....-''',
    '''(''': '''-.--.''', ''')''': '''-.--.-''', '''!''': '''-.-.--''', ''' ''': '''/'''
}  # Exclamation mark is not in ITU-R recommendation
# fmt: on
lowercase_     		= {value: key for key, value in MORSE_CODE_DICT.items()}



def 							UpperCamelCase__			(			a__      ):


						'''simple docstring'''






						return " ".join(MORSE_CODE_DICT[char] for char in message.upper()      )



def 							UpperCamelCase__			(			a__      ):


						'''simple docstring'''






						return "".join(REVERSE_DICT[char] for char in message.split()      )



def 							UpperCamelCase__			(			):


						'''simple docstring'''






						_lowerCAmelCase										='Morse code here!'
						print(a__      )
						_lowerCAmelCase										=encrypt(a__      )
						print(a__      )
						_lowerCAmelCase										=decrypt(a__      )
						print(a__      )


if __name__ == "__main__":
							main()





