code: 
  '''simple docstring'''
  
  from ..utils import (
      OptionalDependencyNotAvailable,
      is_flax_available,
      is_invisible_watermark_available,
      is_k_diffusion_available,
      is_librosa_available,
      is_note_seq_available,
      is_onnx_available,
      is_torch_available,
      is_transformers_available,
  )
  
  
  try:
  	if not is_torch_available():
  		raise OptionalDependencyNotAvailable()
  except OptionalDependencyNotAvailable:
  	from ..utils.dummy_pt_objects import *  # noqa F403
  else:
  	from .consistency_models import ConsistencyModelPipeline
  	from .dance_diffusion import DanceDiffusionPipeline
  	from .ddim import DDIMPipeline
  	from .ddpm import DDPMPipeline
  	from .dit import DiTPipeline
  	from .latent_diffusion import LDMSuperResolutionPipeline
  	from .latent_diffusion_uncond import LDMPipeline
  	from .pipeline_utils import AudioPipelineOutput, DiffusionPipeline, ImagePipelineOutput
  	from .pndm import PNDMPipeline
  	from .repaint import RePaintPipeline
  	from .score_sde_ve import ScoreSdeVePipeline
  	from .stochastic_karras_ve import KarrasVePipeline
  
  try:
  	if not (is_torch_available() and is_librosa_available()):
  		raise OptionalDependencyNotAvailable()
  except OptionalDependencyNotAvailable:
  	from ..utils.dummy_torch_and_librosa_objects import *  # noqa F403
  else:
  	from .audio_diffusion import AudioDiffusionPipeline, Mel
  
  try:
  	if not (is_torch_available() and is_transformers_available()):
  		raise OptionalDependencyNotAvailable()
  except OptionalDependencyNotAvailable:
  	from ..utils.dummy_torch_and_transformers_objects import *  # noqa F403
  else:
  	from .alt_diffusion import AltDiffusionImgaImgPipeline, AltDiffusionPipeline
  	from .audioldm import AudioLDMPipeline
  	from .controlnet import (
  	    StableDiffusionControlNetImgaImgPipeline,
  	    StableDiffusionControlNetInpaintPipeline,
  	    StableDiffusionControlNetPipeline,
  	)
  	from .deepfloyd_if import (
  	    IFImgaImgPipeline,
  	    IFImgaImgSuperResolutionPipeline,
  	    IFInpaintingPipeline,
  	    IFInpaintingSuperResolutionPipeline,
  	    IFPipeline,
  	    IFSuperResolutionPipeline,
  	)
  	from .kandinsky import (
  	    KandinskyImgaImgPipeline,
  	    KandinskyInpaintPipeline,
  	    KandinskyPipeline,
  	    KandinskyPriorPipeline,
  	)
  	from .kandinskya_a import (
  	    KandinskyVaaControlnetImgaImgPipeline,
  	    KandinskyVaaControlnetPipeline,
  	    KandinskyVaaImgaImgPipeline,
  	    KandinskyVaaInpaintPipeline,
  	    KandinskyVaaPipeline,
  	    KandinskyVaaPriorEmbaEmbPipeline,
  	    KandinskyVaaPriorPipeline,
  	)
  	from .latent_diffusion import LDMTextToImagePipeline
  	from .paint_by_example import PaintByExamplePipeline
  	from .semantic_stable_diffusion import SemanticStableDiffusionPipeline
  	from .shap_e import ShapEImgaImgPipeline, ShapEPipeline
  	from .stable_diffusion import (
  	    CycleDiffusionPipeline,
  	    StableDiffusionAttendAndExcitePipeline,
  	    StableDiffusionDepthaImgPipeline,
  	    StableDiffusionDiffEditPipeline,
  	    StableDiffusionImageVariationPipeline,
  	    StableDiffusionImgaImgPipeline,
  	    StableDiffusionInpaintPipeline,
  	    StableDiffusionInpaintPipelineLegacy,
  	    StableDiffusionInstructPixaPixPipeline,
  	    StableDiffusionLatentUpscalePipeline,
  	    StableDiffusionLDMaDPipeline,
  	    StableDiffusionModelEditingPipeline,
  	    StableDiffusionPanoramaPipeline,
  	    StableDiffusionParadigmsPipeline,
  	    StableDiffusionPipeline,
  	    StableDiffusionPixaPixZeroPipeline,
  	    StableDiffusionSAGPipeline,
  	    StableDiffusionUpscalePipeline,
  	    StableUnCLIPImgaImgPipeline,
  	    StableUnCLIPPipeline,
  	)
  	from .stable_diffusion_safe import StableDiffusionPipelineSafe
  	from .text_to_video_synthesis import TextToVideoSDPipeline, TextToVideoZeroPipeline, VideoToVideoSDPipeline
  	from .unclip import UnCLIPImageVariationPipeline, UnCLIPPipeline
  	from .unidiffuser import ImageTextPipelineOutput, UniDiffuserModel, UniDiffuserPipeline, UniDiffuserTextDecoder
  	from .versatile_diffusion import (
  	    VersatileDiffusionDualGuidedPipeline,
  	    VersatileDiffusionImageVariationPipeline,
  	    VersatileDiffusionPipeline,
  	    VersatileDiffusionTextToImagePipeline,
  	)
  	from .vq_diffusion import VQDiffusionPipeline
  
  
  try:
  	if not (is_torch_available() and is_transformers_available() and is_invisible_watermark_available()):
  		raise OptionalDependencyNotAvailable()
  except OptionalDependencyNotAvailable:
  	from ..utils.dummy_torch_and_transformers_and_invisible_watermark_objects import *  # noqa F403
  else:
  	from .stable_diffusion_xl import StableDiffusionXLImgaImgPipeline, StableDiffusionXLPipeline
  
  try:
  	if not is_onnx_available():
  		raise OptionalDependencyNotAvailable()
  except OptionalDependencyNotAvailable:
  	from ..utils.dummy_onnx_objects import *  # noqa F403
  else:
  	from .onnx_utils import OnnxRuntimeModel
  
  try:
  	if not (is_torch_available() and is_transformers_available() and is_onnx_available()):
  		raise OptionalDependencyNotAvailable()
  except OptionalDependencyNotAvailable:
  	from ..utils.dummy_torch_and_transformers_and_onnx_objects import *  # noqa F403
  else:
  	from .stable_diffusion import (
  	    OnnxStableDiffusionImgaImgPipeline,
  	    OnnxStableDiffusionInpaintPipeline,
  	    OnnxStableDiffusionInpaintPipelineLegacy,
  	    OnnxStableDiffusionPipeline,
  	    OnnxStableDiffusionUpscalePipeline,
  	    StableDiffusionOnnxPipeline,
  	)
  
  try:
  	if not (is_torch_available() and is_transformers_available() and is_k_diffusion_available()):
  		raise OptionalDependencyNotAvailable()
  except OptionalDependencyNotAvailable:
  	from ..utils.dummy_torch_and_transformers_and_k_diffusion_objects import *  # noqa F403
  else:
  	from .stable_diffusion import StableDiffusionKDiffusionPipeline
  
  try:
  	if not is_flax_available():
  		raise OptionalDependencyNotAvailable()
  except OptionalDependencyNotAvailable:
  	from ..utils.dummy_flax_objects import *  # noqa F403
  else:
  	from .pipeline_flax_utils import FlaxDiffusionPipeline
  
  
  try:
  	if not (is_flax_available() and is_transformers_available()):
  		raise OptionalDependencyNotAvailable()
  except OptionalDependencyNotAvailable:
  	from ..utils.dummy_flax_and_transformers_objects import *  # noqa F403
  else:
  	from .controlnet import FlaxStableDiffusionControlNetPipeline
  	from .stable_diffusion import (
  	    FlaxStableDiffusionImgaImgPipeline,
  	    FlaxStableDiffusionInpaintPipeline,
  	    FlaxStableDiffusionPipeline,
  	)
  try:
  	if not (is_transformers_available() and is_torch_available() and is_note_seq_available()):
  		raise OptionalDependencyNotAvailable()
  except OptionalDependencyNotAvailable:
  	from ..utils.dummy_transformers_and_torch_and_note_seq_objects import *  # noqa F403
  else:
  	from .spectrogram_diffusion import MidiProcessor, SpectrogramDiffusionPipeline
  
  
  
  
  
style_context: 
  '''simple docstring'''
  
  import warnings
  
  from ...utils import logging
  from .image_processing_mobilenet_va import MobileNetVaImageProcessor
  
  
  _UpperCAmelCase   :      Optional[int] 						=  logging.get_logger(__name__)
  
  class 			UpperCAmelCase				(					a_ ):
  
  
  
  
  
  		"""simple docstring"""
  
  
  
  
  
  		def __init__(    self  ,					*_snake_case  ,					**_snake_case     )				->    None:
  				warnings.warn(
  				    '''The class MobileNetV2FeatureExtractor is deprecated and will be removed in version 5 of Transformers.'''
  				    ''' Please use MobileNetV2ImageProcessor instead.'''  ,					_snake_case  ,					)
  				super().__init__(*_snake_case  ,					**_snake_case     )
  
  
  
  
  
  