
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 			lowercase_		(      unittest.TestCase       ):


       def 	_snake_case				(    self				)						->    Any:
              SCREAMING_SNAKE_CASE_							:				List[str]		=tempfile.mkdtemp()
              os.makedirs(os.path.join(self.diffusers_dir						,       '''schedulers/'''				)				)
              SCREAMING_SNAKE_CASE_							:				Union[str, Any]		=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 	_snake_case				(    self				)						->    Union[str, Any]:
              SCREAMING_SNAKE_CASE_							:				int		='''src/diffusers'''
              shutil.rmtree(self.diffusers_dir				)


       def 	_snake_case				(    self						,       __A						,       __A						,       __A						,       __A=None				)						->    Any:
              SCREAMING_SNAKE_CASE_							:				Optional[Any]		=comment + F'\nclass {class_name}(nn.Module):\n' + class_code
              if overwrite_result is not None:
                     SCREAMING_SNAKE_CASE_							:				Optional[int]		=comment + F'\nclass {class_name}(nn.Module):\n' + overwrite_result
              SCREAMING_SNAKE_CASE_							:				Union[str, Any]		=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_							:				int		=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 	_snake_case				(    self				)						->    Optional[Any]:
              SCREAMING_SNAKE_CASE_							:				Tuple		=check_copies.find_code_in_diffusers('''schedulers.scheduling_ddpm.DDPMSchedulerOutput'''				)
              self.assertEqual(__A						,       __A				)





       def 	_snake_case				(    self				)						->    Tuple:
              # Base copy consistency
              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_							:				Dict		='''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				)						,       )


import os
def 							SCREAMING_SNAKE_CASE_	(					)			->						List[str]:
       with open(os.path.dirname(UpperCAmelCase_				) + '''/p022_names.txt'''				) as file:
              SCREAMING_SNAKE_CASE_							:				Any		=str(file.readlines()[0]				)
              SCREAMING_SNAKE_CASE_							:				List[Any]		=names.replace('''"'''			,							''''''				).split(''','''				)

       names.sort()

       SCREAMING_SNAKE_CASE_							:				Optional[int]		=0
       SCREAMING_SNAKE_CASE_							:				Optional[int]		=0

       for i, name in enumerate(UpperCAmelCase_				):
              for letter in name:
                     name_score += ord(UpperCAmelCase_				) - 6_4

              total_score += (i + 1) * name_score
              SCREAMING_SNAKE_CASE_							:				Any		=0
       return total_score


if __name__ == "__main__":
 print(solution())
