

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

import black


A									=  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									=  '    \"""\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 SCREAMING_SNAKE_CASE	(		unittest.TestCase				):






			"""simple docstring"""




			def       __lowerCAmelCase			(     self				):

				"""simple docstring"""


				snake_case_   		=			tempfile.mkdtemp()
				os.makedirs(os.path.join(self.diffusers_dir			,					'schedulers/'				)				)
				snake_case_   		=			self.diffusers_dir
				shutil.copy(
				    os.path.join(__UpperCamelCase			,					'src/diffusers/schedulers/scheduling_ddpm.py'				)			,					os.path.join(self.diffusers_dir			,					'schedulers/scheduling_ddpm.py'				)			,					)


			def       __lowerCAmelCase			(     self				):

				"""simple docstring"""


				snake_case_   		=			'src/diffusers'
				shutil.rmtree(self.diffusers_dir				)


			def       __lowerCAmelCase			(     self			,					__UpperCamelCase			,					__UpperCamelCase			,					__UpperCamelCase			,					__UpperCamelCase=None				):

				"""simple docstring"""


				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=1_19				)
				snake_case_   		=			black.format_str(__UpperCamelCase			,					mode=__UpperCamelCase				)
				snake_case_   		=			os.path.join(self.diffusers_dir			,					'new_code.py'				)
				with open(__UpperCamelCase			,					'w'			,					newline='\n'				) as f:
					f.write(__UpperCamelCase				)
				if overwrite_result is None:
					self.assertTrue(len(check_copies.is_copy_consistent(__UpperCamelCase				)				) == 0				)
				else:
					check_copies.is_copy_consistent(f.name			,					overwrite=__UpperCamelCase				)
					with open(__UpperCamelCase			,					'r'				) as f:
						self.assertTrue(f.read()			,					__UpperCamelCase				)


			def       __lowerCAmelCase			(     self				):

				"""simple docstring"""


				snake_case_   		=			check_copies.find_code_in_diffusers('schedulers.scheduling_ddpm.DDPMSchedulerOutput'				)
				self.assertEqual(__UpperCamelCase			,					__UpperCamelCase				)







			def       __lowerCAmelCase			(     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'			,					__UpperCamelCase			,					)

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

				# 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'			,					__UpperCamelCase			,					__UpperCamelCase				)			,					)

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



from ...utils import logging
from ..ta.modeling_tf_ta import TFTaEncoderModel, TFTaForConditionalGeneration, TFTaModel
from .configuration_mta import MTaConfig


A									=  logging.get_logger(__name__)

A									=  'T5Config'


class SCREAMING_SNAKE_CASE	(		__snake_case				):






			"""simple docstring"""




			__A    	=	"""mt5"""
			__A    	=	MTaConfig







class SCREAMING_SNAKE_CASE	(		__snake_case				):






			"""simple docstring"""




			__A    	=	"""mt5"""
			__A    	=	MTaConfig







class SCREAMING_SNAKE_CASE	(		__snake_case				):






			"""simple docstring"""




			__A    	=	"""mt5"""
			__A    	=	MTaConfig
