
"""simple docstring"""


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

import black


a					:Optional[int]    = 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.
a					:Union[str, Any]    = "    \"\"\"\n    Output class for the scheduler\'s step function output.\n\n    Args:\n        prev_sample (`torch.FloatTensor` of shape `(batch_size, num_channels, height, width)` for images):\n            Computed sample (x_{t-1}) of previous timestep. `prev_sample` should be used as next model input in the\n            denoising loop.\n        pred_original_sample (`torch.FloatTensor` of shape `(batch_size, num_channels, height, width)` for images):\n            The predicted denoised sample (x_{0}) based on the model output from the current timestep.\n            `pred_original_sample` can be used to preview progress or for guidance.\n    \"\"\"\n\n    prev_sample: torch.FloatTensor\n    pred_original_sample: Optional[torch.FloatTensor] = None\n"

class      __a							(unittest.TestCase):






     '''simple docstring'''

     def 					_a			(						self  )  ->      Union[str, Any]:


           """simple docstring"""


           SCREAMING_SNAKE_CASE__   :      int      		=	tempfile.mkdtemp()
           os.makedirs(os.path.join(self.diffusers_dir	,    """schedulers/"""  )  )
           SCREAMING_SNAKE_CASE__   :      Dict      		=	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 					_a			(						self  )  ->      List[str]:


           """simple docstring"""


           SCREAMING_SNAKE_CASE__   :      Union[str, Any]      		=	"""src/diffusers"""
           shutil.rmtree(self.diffusers_dir  )

     def 					_a			(						self	,    _a	,    _a	,    _a	,    _a=None  )  ->      Optional[int]:


           """simple docstring"""


           SCREAMING_SNAKE_CASE__   :      Union[str, Any]      		=	comment + f'''\nclass {class_name}(nn.Module):\n''' + class_code
           if overwrite_result is not None:
                 SCREAMING_SNAKE_CASE__   :      Tuple      		=	comment + f'''\nclass {class_name}(nn.Module):\n''' + overwrite_result
           SCREAMING_SNAKE_CASE__   :      Dict      		=	black.Mode(target_versions={black.TargetVersion.PYaa}	,    line_length=119  )
           SCREAMING_SNAKE_CASE__   :      Union[str, Any]      		=	black.format_str(_a	,    mode=_a  )
           SCREAMING_SNAKE_CASE__   :      Tuple      		=	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 					_a			(						self  )  ->      Optional[int]:


           """simple docstring"""


           SCREAMING_SNAKE_CASE__   :      Optional[int]      		=	check_copies.find_code_in_diffusers("""schedulers.scheduling_ddpm.DDPMSchedulerOutput"""  )
           self.assertEqual(_a	,    _a  )





     def 					_a			(						self  )  ->      Optional[int]:


           """simple docstring"""


           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
           SCREAMING_SNAKE_CASE__   :      str      		=	"""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"""


def  _lowercase					(    __lowerCAmelCase							)       ->				int:
      if divisor % 5 == 0 or divisor % 2 == 0:
            return 0
      SCREAMING_SNAKE_CASE__   :      List[Any]      		=	1
      SCREAMING_SNAKE_CASE__   :      int      		=	1
      while repunit:
            SCREAMING_SNAKE_CASE__   :      str      		=	(10 * repunit + 1) % divisor
            repunit_index += 1
      return repunit_index




def  _lowercase					(    __lowerCAmelCase = 100_0000							)       ->				int:
      SCREAMING_SNAKE_CASE__   :      Dict      		=	limit - 1
      if divisor % 2 == 0:
            divisor += 1
      while least_divisible_repunit(__lowerCAmelCase							) <= limit:
            divisor += 2
      return divisor


if __name__ == "__main__":
  print(f'{solution() = }')




