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from typing import TYPE_CHECKING
from ..utils import (
DIFFUSERS_SLOW_IMPORT,
OptionalDependencyNotAvailable,
_LazyModule,
get_objects_from_module,
is_torch_available,
is_transformers_available,
)
# These modules contain pipelines from multiple libraries/frameworks
_dummy_objects = {}
_import_structure = {}
try:
if not is_torch_available():
raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
from ..utils import dummy_pt_objects # noqa F403
_dummy_objects.update(get_objects_from_module(dummy_pt_objects))
else:
_import_structure["modular_pipeline"] = [
"ModularPipelineBlocks",
"ModularPipeline",
"AutoPipelineBlocks",
"SequentialPipelineBlocks",
"ConditionalPipelineBlocks",
"LoopSequentialPipelineBlocks",
"PipelineState",
"BlockState",
]
_import_structure["modular_pipeline_utils"] = [
"ComponentSpec",
"ConfigSpec",
"InputParam",
"OutputParam",
"InsertableDict",
]
_import_structure["stable_diffusion_xl"] = ["StableDiffusionXLAutoBlocks", "StableDiffusionXLModularPipeline"]
_import_structure["stable_diffusion_3"] = ["StableDiffusion3AutoBlocks", "StableDiffusion3ModularPipeline"]
_import_structure["wan_animate_2"] = [
"WanAnimate2Blocks",
"WanAnimate2DistilledBlocks",
"WanAnimate2DistilledModularPipeline",
"WanAnimate2ModularPipeline",
]
_import_structure["wan"] = [
"WanBlocks",
"Wan22Blocks",
"WanImage2VideoAutoBlocks",
"Wan22Image2VideoBlocks",
"Wan22VaceBlocks",
"WanModularPipeline",
"Wan22ModularPipeline",
"WanImage2VideoModularPipeline",
"Wan22Image2VideoModularPipeline",
"Wan22VaceModularPipeline",
]
_import_structure["helios"] = [
"HeliosAutoBlocks",
"HeliosModularPipeline",
"HeliosPyramidAutoBlocks",
"HeliosPyramidDistilledAutoBlocks",
"HeliosPyramidDistilledModularPipeline",
"HeliosPyramidModularPipeline",
]
_import_structure["flux"] = [
"FluxAutoBlocks",
"FluxModularPipeline",
"FluxKontextAutoBlocks",
"FluxKontextModularPipeline",
]
_import_structure["flux2"] = [
"Flux2AutoBlocks",
"Flux2KleinAutoBlocks",
"Flux2KleinBaseAutoBlocks",
"Flux2ModularPipeline",
"Flux2KleinModularPipeline",
"Flux2KleinBaseModularPipeline",
]
_import_structure["flux3"] = [
"Flux3AutoBlocks",
"Flux3DistilledAutoBlocks",
"Flux3DistilledModularPipeline",
"Flux3ModularPipeline",
]
_import_structure["ideogram4"] = [
"Ideogram4AutoBlocks",
"Ideogram4ModularPipeline",
]
_import_structure["kandinsky_s2v"] = [
"KandinskyS2VAutoBlocks",
"KandinskyS2VDistilledAutoBlocks",
"KandinskyS2VDistilledModularPipeline",
"KandinskyS2VModularPipeline",
]
_import_structure["krea2"] = [
"Krea2AutoBlocks",
"Krea2ModularPipeline",
"Krea2TurboAutoBlocks",
"Krea2TurboModularPipeline",
]
_import_structure["qwenimage"] = [
"QwenImageAutoBlocks",
"QwenImageModularPipeline",
"QwenImageEditModularPipeline",
"QwenImageEditAutoBlocks",
"QwenImageEditPlusModularPipeline",
"QwenImageEditPlusAutoBlocks",
"QwenImageLayeredModularPipeline",
"QwenImageLayeredAutoBlocks",
]
_import_structure["qwenimage21"] = [
"QwenImage21AutoBlocks",
"QwenImage21ModularPipeline",
"QwenImage21TurboAutoBlocks",
"QwenImage21TurboModularPipeline",
]
_import_structure["anima"] = [
"AnimaAutoBlocks",
"AnimaModularPipeline",
]
_import_structure["cosmos"] = [
"Cosmos3DistilledBlocks",
"Cosmos3DistilledModularPipeline",
"Cosmos3OmniBlocks",
"Cosmos3OmniModularPipeline",
]
_import_structure["ernie_image"] = [
"ErnieImageAutoBlocks",
"ErnieImageModularPipeline",
]
_import_structure["echo"] = [
"EchoBlocks",
"EchoModularPipeline",
]
_import_structure["hunyuan_video1_5"] = [
"HunyuanVideo15AutoBlocks",
"HunyuanVideo15ModularPipeline",
]
_import_structure["ltx"] = [
"LTXAutoBlocks",
"LTXModularPipeline",
]
_import_structure["ltx2"] = [
"LTX2AutoBlocks",
"LTX25AutoBlocks",
"LTX2ModularPipeline",
"LTX25ModularPipeline",
]
_import_structure["minimax_h3"] = [
"MiniMaxH3Blocks",
"MiniMaxH3ModularPipeline",
]
_import_structure["minimax_h3_image"] = [
"MiniMaxH3ImageBlocks",
"MiniMaxH3ImageModularPipeline",
]
_import_structure["minimax_music3"] = [
"MiniMaxMusic3Blocks",
"MiniMaxMusic3ModularPipeline",
]
_import_structure["pan2"] = [
"PAN2Blocks",
"PAN2ModularPipeline",
"PAN2SafetyChecker",
]
_import_structure["p_h3_image"] = [
"PH3ImageBlocks",
"PH3ImageModularPipeline",
]
_import_structure["pika_h3_flex"] = [
"PikaH3FlexBlocks",
"PikaH3FlexModularPipeline",
]
_import_structure["z_image"] = [
"ZImageAutoBlocks",
"ZImageModularPipeline",
]
_import_structure["components_manager"] = ["ComponentsManager"]
if TYPE_CHECKING or DIFFUSERS_SLOW_IMPORT:
try:
if not is_torch_available():
raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
from ..utils.dummy_pt_objects import * # noqa F403
else:
from .anima import AnimaAutoBlocks, AnimaModularPipeline
from .components_manager import ComponentsManager
from .cosmos import (
Cosmos3DistilledBlocks,
Cosmos3DistilledModularPipeline,
Cosmos3OmniBlocks,
Cosmos3OmniModularPipeline,
)
from .echo import EchoBlocks, EchoModularPipeline
from .ernie_image import ErnieImageAutoBlocks, ErnieImageModularPipeline
from .flux import FluxAutoBlocks, FluxKontextAutoBlocks, FluxKontextModularPipeline, FluxModularPipeline
from .flux2 import (
Flux2AutoBlocks,
Flux2KleinAutoBlocks,
Flux2KleinBaseAutoBlocks,
Flux2KleinBaseModularPipeline,
Flux2KleinModularPipeline,
Flux2ModularPipeline,
)
from .flux3 import (
Flux3AutoBlocks,
Flux3DistilledAutoBlocks,
Flux3DistilledModularPipeline,
Flux3ModularPipeline,
)
from .helios import (
HeliosAutoBlocks,
HeliosModularPipeline,
HeliosPyramidAutoBlocks,
HeliosPyramidDistilledAutoBlocks,
HeliosPyramidDistilledModularPipeline,
HeliosPyramidModularPipeline,
)
from .hunyuan_video1_5 import (
HunyuanVideo15AutoBlocks,
HunyuanVideo15ModularPipeline,
)
from .ideogram4 import (
Ideogram4AutoBlocks,
Ideogram4ModularPipeline,
)
from .kandinsky_s2v import (
KandinskyS2VAutoBlocks,
KandinskyS2VDistilledAutoBlocks,
KandinskyS2VDistilledModularPipeline,
KandinskyS2VModularPipeline,
)
from .krea2 import (
Krea2AutoBlocks,
Krea2ModularPipeline,
Krea2TurboAutoBlocks,
Krea2TurboModularPipeline,
)
from .ltx import LTXAutoBlocks, LTXModularPipeline
from .ltx2 import LTX2AutoBlocks, LTX2ModularPipeline, LTX25AutoBlocks, LTX25ModularPipeline
from .minimax_h3 import (
MiniMaxH3Blocks,
MiniMaxH3ModularPipeline,
)
from .minimax_h3_image import (
MiniMaxH3ImageBlocks,
MiniMaxH3ImageModularPipeline,
)
from .minimax_music3 import (
MiniMaxMusic3Blocks,
MiniMaxMusic3ModularPipeline,
)
from .modular_pipeline import (
AutoPipelineBlocks,
BlockState,
ConditionalPipelineBlocks,
LoopSequentialPipelineBlocks,
ModularPipeline,
ModularPipelineBlocks,
PipelineState,
SequentialPipelineBlocks,
)
from .modular_pipeline_utils import ComponentSpec, ConfigSpec, InputParam, InsertableDict, OutputParam
from .p_h3_image import (
PH3ImageBlocks,
PH3ImageModularPipeline,
)
from .pan2 import PAN2Blocks, PAN2ModularPipeline, PAN2SafetyChecker
from .pika_h3_flex import (
PikaH3FlexBlocks,
PikaH3FlexModularPipeline,
)
from .qwenimage import (
QwenImageAutoBlocks,
QwenImageEditAutoBlocks,
QwenImageEditModularPipeline,
QwenImageEditPlusAutoBlocks,
QwenImageEditPlusModularPipeline,
QwenImageLayeredAutoBlocks,
QwenImageLayeredModularPipeline,
QwenImageModularPipeline,
)
from .qwenimage21 import (
QwenImage21AutoBlocks,
QwenImage21ModularPipeline,
QwenImage21TurboAutoBlocks,
QwenImage21TurboModularPipeline,
)
from .stable_diffusion_3 import StableDiffusion3AutoBlocks, StableDiffusion3ModularPipeline
from .stable_diffusion_xl import StableDiffusionXLAutoBlocks, StableDiffusionXLModularPipeline
from .wan import (
Wan22Blocks,
Wan22Image2VideoBlocks,
Wan22Image2VideoModularPipeline,
Wan22ModularPipeline,
Wan22VaceBlocks,
Wan22VaceModularPipeline,
WanBlocks,
WanImage2VideoAutoBlocks,
WanImage2VideoModularPipeline,
WanModularPipeline,
)
from .wan_animate_2 import (
WanAnimate2Blocks,
WanAnimate2DistilledBlocks,
WanAnimate2DistilledModularPipeline,
WanAnimate2ModularPipeline,
)
from .z_image import ZImageAutoBlocks, ZImageModularPipeline
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)