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from typing import TYPE_CHECKING
from ...utils import (
DIFFUSERS_SLOW_IMPORT,
OptionalDependencyNotAvailable,
_LazyModule,
get_objects_from_module,
is_flax_available,
is_k_diffusion_available,
is_k_diffusion_version,
is_onnx_available,
is_torch_available,
is_transformers_available,
is_transformers_version,
)
_dummy_objects = {}
_additional_imports = {}
_import_structure = {"pipeline_output": ["StableDiffusionPipelineOutput"]}
if is_transformers_available() and is_flax_available():
_import_structure["pipeline_output"].extend(["FlaxStableDiffusionPipelineOutput"])
try:
if not (is_transformers_available() and is_torch_available()):
raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
from ...utils import dummy_torch_and_transformers_objects # noqa F403
_dummy_objects.update(get_objects_from_module(dummy_torch_and_transformers_objects))
else:
_import_structure["clip_image_project_model"] = ["CLIPImageProjection"]
_import_structure["pipeline_cycle_diffusion"] = ["CycleDiffusionPipeline"]
_import_structure["pipeline_stable_diffusion"] = ["StableDiffusionPipeline"]
_import_structure["pipeline_stable_diffusion_attend_and_excite"] = ["StableDiffusionAttendAndExcitePipeline"]
_import_structure["pipeline_stable_diffusion_gligen"] = ["StableDiffusionGLIGENPipeline"]
_import_structure["pipeline_stable_diffusion_gligen"] = ["StableDiffusionGLIGENPipeline"]
_import_structure["pipeline_stable_diffusion_gligen_text_image"] = ["StableDiffusionGLIGENTextImagePipeline"]
_import_structure["pipeline_stable_diffusion_img2img"] = ["StableDiffusionImg2ImgPipeline"]
_import_structure["pipeline_stable_diffusion_inpaint"] = ["StableDiffusionInpaintPipeline"]
_import_structure["pipeline_stable_diffusion_inpaint_legacy"] = ["StableDiffusionInpaintPipelineLegacy"]
_import_structure["pipeline_stable_diffusion_instruct_pix2pix"] = ["StableDiffusionInstructPix2PixPipeline"]
_import_structure["pipeline_stable_diffusion_latent_upscale"] = ["StableDiffusionLatentUpscalePipeline"]
_import_structure["pipeline_stable_diffusion_ldm3d"] = ["StableDiffusionLDM3DPipeline"]
_import_structure["pipeline_stable_diffusion_model_editing"] = ["StableDiffusionModelEditingPipeline"]
_import_structure["pipeline_stable_diffusion_panorama"] = ["StableDiffusionPanoramaPipeline"]
_import_structure["pipeline_stable_diffusion_paradigms"] = ["StableDiffusionParadigmsPipeline"]
_import_structure["pipeline_stable_diffusion_sag"] = ["StableDiffusionSAGPipeline"]
_import_structure["pipeline_stable_diffusion_upscale"] = ["StableDiffusionUpscalePipeline"]
_import_structure["pipeline_stable_unclip"] = ["StableUnCLIPPipeline"]
_import_structure["pipeline_stable_unclip_img2img"] = ["StableUnCLIPImg2ImgPipeline"]
_import_structure["safety_checker"] = ["StableDiffusionSafetyChecker"]
_import_structure["stable_unclip_image_normalizer"] = ["StableUnCLIPImageNormalizer"]
try:
if not (is_transformers_available() and is_torch_available() and is_transformers_version(">=", "4.25.0")):
raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
from ...utils.dummy_torch_and_transformers_objects import (
StableDiffusionImageVariationPipeline,
)
_dummy_objects.update({"StableDiffusionImageVariationPipeline": StableDiffusionImageVariationPipeline})
else:
_import_structure["pipeline_stable_diffusion_image_variation"] = ["StableDiffusionImageVariationPipeline"]
try:
if not (is_transformers_available() and is_torch_available() and is_transformers_version(">=", "4.26.0")):
raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
from ...utils.dummy_torch_and_transformers_objects import (
StableDiffusionDepth2ImgPipeline,
StableDiffusionDiffEditPipeline,
StableDiffusionPix2PixZeroPipeline,
)
_dummy_objects.update(
{
"StableDiffusionDepth2ImgPipeline": StableDiffusionDepth2ImgPipeline,
"StableDiffusionDiffEditPipeline": StableDiffusionDiffEditPipeline,
"StableDiffusionPix2PixZeroPipeline": StableDiffusionPix2PixZeroPipeline,
}
)
else:
_import_structure["pipeline_stable_diffusion_depth2img"] = ["StableDiffusionDepth2ImgPipeline"]
_import_structure["pipeline_stable_diffusion_diffedit"] = ["StableDiffusionDiffEditPipeline"]
_import_structure["pipeline_stable_diffusion_pix2pix_zero"] = ["StableDiffusionPix2PixZeroPipeline"]
try:
if not (
is_torch_available()
and is_transformers_available()
and is_k_diffusion_available()
and is_k_diffusion_version(">=", "0.0.12")
):
raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
from ...utils import (
dummy_torch_and_transformers_and_k_diffusion_objects,
)
_dummy_objects.update(get_objects_from_module(dummy_torch_and_transformers_and_k_diffusion_objects))
else:
_import_structure["pipeline_stable_diffusion_k_diffusion"] = ["StableDiffusionKDiffusionPipeline"]
try:
if not (is_transformers_available() and is_onnx_available()):
raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
from ...utils import dummy_onnx_objects # noqa F403
_dummy_objects.update(get_objects_from_module(dummy_onnx_objects))
else:
_import_structure["pipeline_onnx_stable_diffusion"] = [
"OnnxStableDiffusionPipeline",
"StableDiffusionOnnxPipeline",
]
_import_structure["pipeline_onnx_stable_diffusion_img2img"] = ["OnnxStableDiffusionImg2ImgPipeline"]
_import_structure["pipeline_onnx_stable_diffusion_inpaint"] = ["OnnxStableDiffusionInpaintPipeline"]
_import_structure["pipeline_onnx_stable_diffusion_inpaint_legacy"] = ["OnnxStableDiffusionInpaintPipelineLegacy"]
_import_structure["pipeline_onnx_stable_diffusion_upscale"] = ["OnnxStableDiffusionUpscalePipeline"]
if is_transformers_available() and is_flax_available():
from ...schedulers.scheduling_pndm_flax import PNDMSchedulerState
_additional_imports.update({"PNDMSchedulerState": PNDMSchedulerState})
_import_structure["pipeline_flax_stable_diffusion"] = ["FlaxStableDiffusionPipeline"]
_import_structure["pipeline_flax_stable_diffusion_img2img"] = ["FlaxStableDiffusionImg2ImgPipeline"]
_import_structure["pipeline_flax_stable_diffusion_inpaint"] = ["FlaxStableDiffusionInpaintPipeline"]
_import_structure["safety_checker_flax"] = ["FlaxStableDiffusionSafetyChecker"]
if TYPE_CHECKING or DIFFUSERS_SLOW_IMPORT:
try:
if not (is_transformers_available() and is_torch_available()):
raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
from ...utils.dummy_torch_and_transformers_objects import *
else:
from .clip_image_project_model import CLIPImageProjection
from .pipeline_cycle_diffusion import CycleDiffusionPipeline
from .pipeline_stable_diffusion import (
StableDiffusionPipeline,
StableDiffusionPipelineOutput,
StableDiffusionSafetyChecker,
)
from .pipeline_stable_diffusion_attend_and_excite import (
StableDiffusionAttendAndExcitePipeline,
)
from .pipeline_stable_diffusion_gligen import StableDiffusionGLIGENPipeline
from .pipeline_stable_diffusion_gligen_text_image import (
StableDiffusionGLIGENTextImagePipeline,
)
from .pipeline_stable_diffusion_img2img import StableDiffusionImg2ImgPipeline
from .pipeline_stable_diffusion_inpaint import StableDiffusionInpaintPipeline
from .pipeline_stable_diffusion_inpaint_legacy import (
StableDiffusionInpaintPipelineLegacy,
)
from .pipeline_stable_diffusion_instruct_pix2pix import (
StableDiffusionInstructPix2PixPipeline,
)
from .pipeline_stable_diffusion_latent_upscale import (
StableDiffusionLatentUpscalePipeline,
)
from .pipeline_stable_diffusion_ldm3d import StableDiffusionLDM3DPipeline
from .pipeline_stable_diffusion_model_editing import (
StableDiffusionModelEditingPipeline,
)
from .pipeline_stable_diffusion_panorama import StableDiffusionPanoramaPipeline
from .pipeline_stable_diffusion_paradigms import (
StableDiffusionParadigmsPipeline,
)
from .pipeline_stable_diffusion_sag import StableDiffusionSAGPipeline
from .pipeline_stable_diffusion_upscale import StableDiffusionUpscalePipeline
from .pipeline_stable_unclip import StableUnCLIPPipeline
from .pipeline_stable_unclip_img2img import StableUnCLIPImg2ImgPipeline
from .safety_checker import StableDiffusionSafetyChecker
from .stable_unclip_image_normalizer import StableUnCLIPImageNormalizer
try:
if not (is_transformers_available() and is_torch_available() and is_transformers_version(">=", "4.25.0")):
raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
from ...utils.dummy_torch_and_transformers_objects import (
StableDiffusionImageVariationPipeline,
)
else:
from .pipeline_stable_diffusion_image_variation import (
StableDiffusionImageVariationPipeline,
)
try:
if not (is_transformers_available() and is_torch_available() and is_transformers_version(">=", "4.26.0")):
raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
from ...utils.dummy_torch_and_transformers_objects import (
StableDiffusionDepth2ImgPipeline,
StableDiffusionDiffEditPipeline,
StableDiffusionPix2PixZeroPipeline,
)
else:
from .pipeline_stable_diffusion_depth2img import (
StableDiffusionDepth2ImgPipeline,
)
from .pipeline_stable_diffusion_diffedit import StableDiffusionDiffEditPipeline
from .pipeline_stable_diffusion_pix2pix_zero import (
StableDiffusionPix2PixZeroPipeline,
)
try:
if not (
is_torch_available()
and is_transformers_available()
and is_k_diffusion_available()
and is_k_diffusion_version(">=", "0.0.12")
):
raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
from ...utils.dummy_torch_and_transformers_and_k_diffusion_objects import *
else:
from .pipeline_stable_diffusion_k_diffusion import (
StableDiffusionKDiffusionPipeline,
)
try:
if not (is_transformers_available() and is_onnx_available()):
raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
from ...utils.dummy_onnx_objects import *
else:
from .pipeline_onnx_stable_diffusion import (
OnnxStableDiffusionPipeline,
StableDiffusionOnnxPipeline,
)
from .pipeline_onnx_stable_diffusion_img2img import (
OnnxStableDiffusionImg2ImgPipeline,
)
from .pipeline_onnx_stable_diffusion_inpaint import (
OnnxStableDiffusionInpaintPipeline,
)
from .pipeline_onnx_stable_diffusion_inpaint_legacy import (
OnnxStableDiffusionInpaintPipelineLegacy,
)
from .pipeline_onnx_stable_diffusion_upscale import (
OnnxStableDiffusionUpscalePipeline,
)
try:
if not (is_transformers_available() and is_flax_available()):
raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
from ...utils.dummy_flax_objects import *
else:
from .pipeline_flax_stable_diffusion import FlaxStableDiffusionPipeline
from .pipeline_flax_stable_diffusion_img2img import (
FlaxStableDiffusionImg2ImgPipeline,
)
from .pipeline_flax_stable_diffusion_inpaint import (
FlaxStableDiffusionInpaintPipeline,
)
from .pipeline_output import FlaxStableDiffusionPipelineOutput
from .safety_checker_flax import FlaxStableDiffusionSafetyChecker
else:
import sys
sys.modules[__name__] = _LazyModule(
__name__,
globals()["__file__"],
_import_structure,
module_spec=__spec__,
)
for name, value in _dummy_objects.items():
setattr(sys.modules[__name__], name, value)
for name, value in _additional_imports.items():
setattr(sys.modules[__name__], name, value)
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