
'''simple docstring'''







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

import black


lowercase    :							Dict      =					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    :							int      =					"    \"\"\"\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 						__UpperCAmelCase      (					unittest.TestCase						):


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


							def  lowerCamelCase				(       self  ):





								"""simple docstring"""






								_snake_case   						=		check_copies.find_code_in_diffusers('schedulers.scheduling_ddpm.DDPMSchedulerOutput'  )
								self.assertEqual(lowerCAmelCase_    ,   lowerCAmelCase_  )




							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'    ,   lowerCAmelCase_    ,   )

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

								# 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'    ,   lowerCAmelCase_    ,   lowerCAmelCase_  )    ,   )

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



'''simple docstring'''







from typing import TYPE_CHECKING

from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_torch_available, is_vision_available


lowercase    :							Any      =					{
    "configuration_chinese_clip": [
        "CHINESE_CLIP_PRETRAINED_CONFIG_ARCHIVE_MAP",
        "ChineseCLIPConfig",
        "ChineseCLIPOnnxConfig",
        "ChineseCLIPTextConfig",
        "ChineseCLIPVisionConfig",
    ],
    "processing_chinese_clip": ["ChineseCLIPProcessor"],
}

try:
					if not is_vision_available():
										raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
					pass
else:
					lowercase    :							Optional[Any]      =					["ChineseCLIPFeatureExtractor"]
					lowercase    :							List[Any]      =					["ChineseCLIPImageProcessor"]

try:
					if not is_torch_available():
										raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
					pass
else:
					lowercase    :							Any      =					[
					    "CHINESE_CLIP_PRETRAINED_MODEL_ARCHIVE_LIST",
					    "ChineseCLIPModel",
					    "ChineseCLIPPreTrainedModel",
					    "ChineseCLIPTextModel",
					    "ChineseCLIPVisionModel",
					]

if TYPE_CHECKING:
					from .configuration_chinese_clip import (
					    CHINESE_CLIP_PRETRAINED_CONFIG_ARCHIVE_MAP,
					    ChineseCLIPConfig,
					    ChineseCLIPOnnxConfig,
					    ChineseCLIPTextConfig,
					    ChineseCLIPVisionConfig,
					)
					from .processing_chinese_clip import ChineseCLIPProcessor

					try:
										if not is_vision_available():
															raise OptionalDependencyNotAvailable()
					except OptionalDependencyNotAvailable:
										pass
					else:
										from .feature_extraction_chinese_clip import ChineseCLIPFeatureExtractor, ChineseCLIPImageProcessor

					try:
										if not is_torch_available():
															raise OptionalDependencyNotAvailable()
					except OptionalDependencyNotAvailable:
										pass
					else:
										from .modeling_chinese_clip import (
										    CHINESE_CLIP_PRETRAINED_MODEL_ARCHIVE_LIST,
										    ChineseCLIPModel,
										    ChineseCLIPPreTrainedModel,
										    ChineseCLIPTextModel,
										    ChineseCLIPVisionModel,
										)

else:
					import sys

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

