




'''simple docstring'''





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

import black


UpperCamelCase_		:     List[str]          =		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.
UpperCamelCase_		:     Tuple          =		'''    \"""
    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   _a							(		unittest.TestCase				):






     def 							_lowercase      (					self       )				->     Dict:
          _snake_case				= tempfile.mkdtemp()
          os.makedirs(os.path.join(self.diffusers_dir   ,"schedulers/"       )       )
          _snake_case				= self.diffusers_dir
          shutil.copy(
              os.path.join(_SCREAMING_SNAKE_CASE   ,"src/diffusers/schedulers/scheduling_ddpm.py"       )   ,os.path.join(self.diffusers_dir   ,"schedulers/scheduling_ddpm.py"       )   ,)






     def 							_lowercase      (					self       )				->     Dict:
          _snake_case				= "src/diffusers"
          shutil.rmtree(self.diffusers_dir       )






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






     def 							_lowercase      (					self       )				->     Union[str, Any]:
          _snake_case				= check_copies.find_code_in_diffusers("schedulers.scheduling_ddpm.DDPMSchedulerOutput"       )
          self.assertEqual(_SCREAMING_SNAKE_CASE   ,_SCREAMING_SNAKE_CASE       )






     def 							_lowercase      (					self       )				->     List[Any]:
          # 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"   ,_SCREAMING_SNAKE_CASE   ,)

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

          # Copy consistency with a really long name
          _snake_case				= "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"   ,_SCREAMING_SNAKE_CASE   ,_SCREAMING_SNAKE_CASE       )   ,)

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








'''simple docstring'''





from typing import TYPE_CHECKING

from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_torch_available


UpperCamelCase_		:     List[Any]          =		{
    '''configuration_git''': ['''GIT_PRETRAINED_CONFIG_ARCHIVE_MAP''', '''GitConfig''', '''GitVisionConfig'''],
    '''processing_git''': ['''GitProcessor'''],
}

try:
   if not is_torch_available():
      raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
   pass
else:
   UpperCamelCase_		:     Optional[Any]          =		[
       '''GIT_PRETRAINED_MODEL_ARCHIVE_LIST''',
       '''GitForCausalLM''',
       '''GitModel''',
       '''GitPreTrainedModel''',
       '''GitVisionModel''',
   ]

if TYPE_CHECKING:
   from .configuration_git import GIT_PRETRAINED_CONFIG_ARCHIVE_MAP, GitConfig, GitVisionConfig
   from .processing_git import GitProcessor

   try:
      if not is_torch_available():
         raise OptionalDependencyNotAvailable()
   except OptionalDependencyNotAvailable:
      pass
   else:
      from .modeling_git import (
          GIT_PRETRAINED_MODEL_ARCHIVE_LIST,
          GitForCausalLM,
          GitModel,
          GitPreTrainedModel,
          GitVisionModel,
      )

else:
   import sys

   UpperCamelCase_		:     List[Any]          =		_LazyModule(__name__, globals()['''__file__'''], _import_structure, module_spec=__spec__)


