





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

import black


_lowerCamelCase			       =      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.
_lowerCamelCase			       =      '    \"""\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 				__snake_case			(		self):



             """simple docstring"""





             _lowerCamelCase							:     Dict	=		tempfile.mkdtemp()
             os.makedirs(os.path.join(self.diffusers_dir      ,							'''schedulers/'''))
             _lowerCamelCase							:     Tuple	=		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):



             """simple docstring"""





             _lowerCamelCase							:     str	=		'''src/diffusers'''
             shutil.rmtree(self.diffusers_dir)


      def 				__snake_case			(		self      ,							a__      ,							a__      ,							a__      ,							a__=None):



             """simple docstring"""





             _lowerCamelCase							:     List[str]	=		comment + F"""\nclass {class_name}(nn.Module):\n""" + class_code
             if overwrite_result is not None:
                    _lowerCamelCase							:     Optional[Any]	=		comment + F"""\nclass {class_name}(nn.Module):\n""" + overwrite_result
             _lowerCamelCase							:     List[str]	=		black.Mode(target_versions={black.TargetVersion.PYaa}      ,							line_length=119)
             _lowerCamelCase							:     List[Any]	=		black.format_str(a__      ,							mode=a__)
             _lowerCamelCase							:     Any	=		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):



             """simple docstring"""





             _lowerCamelCase							:     Optional[int]	=		check_copies.find_code_in_diffusers('''schedulers.scheduling_ddpm.DDPMSchedulerOutput''')
             self.assertEqual(a__      ,							a__)



      def 				__snake_case			(		self):



             """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
             _lowerCamelCase							:     List[Any]	=		'''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 warnings

from ...utils import logging
from .image_processing_donut import DonutImageProcessor


_lowerCamelCase			       =      logging.get_logger(__name__)







class 			__A       (      lowerCamelCase__  ):




      """simple docstring"""







      def __init__(		self      ,							*a__      ,							**a__):



             """simple docstring"""





             warnings.warn(
                 '''The class DonutFeatureExtractor is deprecated and will be removed in version 5 of Transformers. Please'''
                 ''' use DonutImageProcessor instead.'''      ,							a__      ,							)
             super().__init__(*a__      ,							**a__)

