__init__.py 33.7 KB
Newer Older
Álvaro Somoza's avatar
Álvaro Somoza committed
1
__version__ = "0.31.0.dev0"
2

Dhruv Nair's avatar
Dhruv Nair committed
3
4
from typing import TYPE_CHECKING

5
from .utils import (
6
    DIFFUSERS_SLOW_IMPORT,
7
    OptionalDependencyNotAvailable,
Dhruv Nair's avatar
Dhruv Nair committed
8
    _LazyModule,
9
    is_flax_available,
10
    is_k_diffusion_available,
11
    is_librosa_available,
12
    is_note_seq_available,
13
14
    is_onnx_available,
    is_scipy_available,
15
    is_sentencepiece_available,
16
    is_torch_available,
17
    is_torchsde_available,
18
19
    is_transformers_available,
)
Patrick von Platen's avatar
Patrick von Platen committed
20
21


Dhruv Nair's avatar
Dhruv Nair committed
22
23
24
25
26
27
28
29
30
# Lazy Import based on
# https://github.com/huggingface/transformers/blob/main/src/transformers/__init__.py

# When adding a new object to this init, please add it to `_import_structure`. The `_import_structure` is a dictionary submodule to list of object names,
# and is used to defer the actual importing for when the objects are requested.
# This way `import diffusers` provides the names in the namespace without actually importing anything (and especially none of the backends).

_import_structure = {
    "configuration_utils": ["ConfigMixin"],
31
    "loaders": ["FromOriginalModelMixin"],
Dhruv Nair's avatar
Dhruv Nair committed
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
    "models": [],
    "pipelines": [],
    "schedulers": [],
    "utils": [
        "OptionalDependencyNotAvailable",
        "is_flax_available",
        "is_inflect_available",
        "is_invisible_watermark_available",
        "is_k_diffusion_available",
        "is_k_diffusion_version",
        "is_librosa_available",
        "is_note_seq_available",
        "is_onnx_available",
        "is_scipy_available",
        "is_torch_available",
        "is_torchsde_available",
        "is_transformers_available",
        "is_transformers_version",
        "is_unidecode_available",
        "logging",
    ],
}

55
56
57
58
try:
    if not is_onnx_available():
        raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
Dhruv Nair's avatar
Dhruv Nair committed
59
60
61
62
63
64
    from .utils import dummy_onnx_objects  # noqa F403

    _import_structure["utils.dummy_onnx_objects"] = [
        name for name in dir(dummy_onnx_objects) if not name.startswith("_")
    ]

65
else:
Dhruv Nair's avatar
Dhruv Nair committed
66
    _import_structure["pipelines"].extend(["OnnxRuntimeModel"])
67

68
69
70
71
try:
    if not is_torch_available():
        raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
Dhruv Nair's avatar
Dhruv Nair committed
72
73
74
75
    from .utils import dummy_pt_objects  # noqa F403

    _import_structure["utils.dummy_pt_objects"] = [name for name in dir(dummy_pt_objects) if not name.startswith("_")]

76
else:
Dhruv Nair's avatar
Dhruv Nair committed
77
78
79
    _import_structure["models"].extend(
        [
            "AsymmetricAutoencoderKL",
Sayak Paul's avatar
Sayak Paul committed
80
            "AuraFlowTransformer2DModel",
Dhruv Nair's avatar
Dhruv Nair committed
81
            "AutoencoderKL",
82
            "AutoencoderKLCogVideoX",
Suraj Patil's avatar
Suraj Patil committed
83
            "AutoencoderKLTemporalDecoder",
84
            "AutoencoderOobleck",
Dhruv Nair's avatar
Dhruv Nair committed
85
            "AutoencoderTiny",
86
            "CogVideoXTransformer3DModel",
Will Berman's avatar
Will Berman committed
87
            "ConsistencyDecoderVAE",
Dhruv Nair's avatar
Dhruv Nair committed
88
            "ControlNetModel",
89
            "ControlNetXSAdapter",
90
            "DiTTransformer2DModel",
王奇勋's avatar
王奇勋 committed
91
            "FluxControlNetModel",
Sayak Paul's avatar
Sayak Paul committed
92
            "FluxTransformer2DModel",
93
            "HunyuanDiT2DControlNetModel",
94
            "HunyuanDiT2DModel",
95
            "HunyuanDiT2DMultiControlNetModel",
96
            "I2VGenXLUNet",
97
            "Kandinsky3UNet",
98
            "LatteTransformer3DModel",
99
            "LuminaNextDiT2DModel",
Dhruv Nair's avatar
Dhruv Nair committed
100
            "ModelMixin",
Dhruv Nair's avatar
Dhruv Nair committed
101
            "MotionAdapter",
Dhruv Nair's avatar
Dhruv Nair committed
102
            "MultiAdapter",
103
            "PixArtTransformer2DModel",
Dhruv Nair's avatar
Dhruv Nair committed
104
            "PriorTransformer",
105
106
            "SD3ControlNetModel",
            "SD3MultiControlNetModel",
Dhruv Nair's avatar
Dhruv Nair committed
107
            "SD3Transformer2DModel",
Aryan's avatar
Aryan committed
108
            "SparseControlNetModel",
109
            "StableAudioDiTModel",
110
            "StableCascadeUNet",
Dhruv Nair's avatar
Dhruv Nair committed
111
112
113
114
115
116
117
            "T2IAdapter",
            "T5FilmDecoder",
            "Transformer2DModel",
            "UNet1DModel",
            "UNet2DConditionModel",
            "UNet2DModel",
            "UNet3DConditionModel",
118
            "UNetControlNetXSModel",
Dhruv Nair's avatar
Dhruv Nair committed
119
            "UNetMotionModel",
Suraj Patil's avatar
Suraj Patil committed
120
            "UNetSpatioTemporalConditionModel",
Will Berman's avatar
Will Berman committed
121
            "UVit2DModel",
Dhruv Nair's avatar
Dhruv Nair committed
122
123
            "VQModel",
        ]
124
    )
125

Dhruv Nair's avatar
Dhruv Nair committed
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
    _import_structure["optimization"] = [
        "get_constant_schedule",
        "get_constant_schedule_with_warmup",
        "get_cosine_schedule_with_warmup",
        "get_cosine_with_hard_restarts_schedule_with_warmup",
        "get_linear_schedule_with_warmup",
        "get_polynomial_decay_schedule_with_warmup",
        "get_scheduler",
    ]
    _import_structure["pipelines"].extend(
        [
            "AudioPipelineOutput",
            "AutoPipelineForImage2Image",
            "AutoPipelineForInpainting",
            "AutoPipelineForText2Image",
            "ConsistencyModelPipeline",
            "DanceDiffusionPipeline",
            "DDIMPipeline",
            "DDPMPipeline",
            "DiffusionPipeline",
            "DiTPipeline",
            "ImagePipelineOutput",
            "KarrasVePipeline",
            "LDMPipeline",
            "LDMSuperResolutionPipeline",
            "PNDMPipeline",
            "RePaintPipeline",
            "ScoreSdeVePipeline",
154
            "StableDiffusionMixin",
Dhruv Nair's avatar
Dhruv Nair committed
155
        ]
156
    )
Dhruv Nair's avatar
Dhruv Nair committed
157
158
    _import_structure["schedulers"].extend(
        [
Will Berman's avatar
Will Berman committed
159
            "AmusedScheduler",
Dhruv Nair's avatar
Dhruv Nair committed
160
            "CMStochasticIterativeScheduler",
161
162
            "CogVideoXDDIMScheduler",
            "CogVideoXDPMScheduler",
Dhruv Nair's avatar
Dhruv Nair committed
163
164
165
166
167
168
169
170
171
172
            "DDIMInverseScheduler",
            "DDIMParallelScheduler",
            "DDIMScheduler",
            "DDPMParallelScheduler",
            "DDPMScheduler",
            "DDPMWuerstchenScheduler",
            "DEISMultistepScheduler",
            "DPMSolverMultistepInverseScheduler",
            "DPMSolverMultistepScheduler",
            "DPMSolverSinglestepScheduler",
173
            "EDMDPMSolverMultistepScheduler",
Suraj Patil's avatar
Suraj Patil committed
174
            "EDMEulerScheduler",
Dhruv Nair's avatar
Dhruv Nair committed
175
176
            "EulerAncestralDiscreteScheduler",
            "EulerDiscreteScheduler",
Dhruv Nair's avatar
Dhruv Nair committed
177
            "FlowMatchEulerDiscreteScheduler",
178
            "FlowMatchHeunDiscreteScheduler",
Dhruv Nair's avatar
Dhruv Nair committed
179
180
181
182
183
            "HeunDiscreteScheduler",
            "IPNDMScheduler",
            "KarrasVeScheduler",
            "KDPM2AncestralDiscreteScheduler",
            "KDPM2DiscreteScheduler",
184
            "LCMScheduler",
Dhruv Nair's avatar
Dhruv Nair committed
185
186
            "PNDMScheduler",
            "RePaintScheduler",
Junsong Chen's avatar
Junsong Chen committed
187
            "SASolverScheduler",
Dhruv Nair's avatar
Dhruv Nair committed
188
189
            "SchedulerMixin",
            "ScoreSdeVeScheduler",
Michael's avatar
Michael committed
190
            "TCDScheduler",
Dhruv Nair's avatar
Dhruv Nair committed
191
192
193
194
            "UnCLIPScheduler",
            "UniPCMultistepScheduler",
            "VQDiffusionScheduler",
        ]
195
    )
Dhruv Nair's avatar
Dhruv Nair committed
196
    _import_structure["training_utils"] = ["EMAModel"]
Patrick von Platen's avatar
Patrick von Platen committed
197

198
199
200
201
try:
    if not (is_torch_available() and is_scipy_available()):
        raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
Dhruv Nair's avatar
Dhruv Nair committed
202
203
204
205
206
207
    from .utils import dummy_torch_and_scipy_objects  # noqa F403

    _import_structure["utils.dummy_torch_and_scipy_objects"] = [
        name for name in dir(dummy_torch_and_scipy_objects) if not name.startswith("_")
    ]

208
else:
Dhruv Nair's avatar
Dhruv Nair committed
209
    _import_structure["schedulers"].extend(["LMSDiscreteScheduler"])
Patrick von Platen's avatar
Patrick von Platen committed
210

211
212
213
214
try:
    if not (is_torch_available() and is_torchsde_available()):
        raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
Dhruv Nair's avatar
Dhruv Nair committed
215
216
217
218
219
220
    from .utils import dummy_torch_and_torchsde_objects  # noqa F403

    _import_structure["utils.dummy_torch_and_torchsde_objects"] = [
        name for name in dir(dummy_torch_and_torchsde_objects) if not name.startswith("_")
    ]

221
else:
222
    _import_structure["schedulers"].extend(["CosineDPMSolverMultistepScheduler", "DPMSolverSDEScheduler"])
223
224
225
226
227

try:
    if not (is_torch_available() and is_transformers_available()):
        raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
Dhruv Nair's avatar
Dhruv Nair committed
228
229
230
231
232
233
    from .utils import dummy_torch_and_transformers_objects  # noqa F403

    _import_structure["utils.dummy_torch_and_transformers_objects"] = [
        name for name in dir(dummy_torch_and_transformers_objects) if not name.startswith("_")
    ]

234
else:
Dhruv Nair's avatar
Dhruv Nair committed
235
236
237
238
    _import_structure["pipelines"].extend(
        [
            "AltDiffusionImg2ImgPipeline",
            "AltDiffusionPipeline",
Will Berman's avatar
Will Berman committed
239
240
241
            "AmusedImg2ImgPipeline",
            "AmusedInpaintPipeline",
            "AmusedPipeline",
242
            "AnimateDiffControlNetPipeline",
Aryan's avatar
Aryan committed
243
            "AnimateDiffPAGPipeline",
Dhruv Nair's avatar
Dhruv Nair committed
244
            "AnimateDiffPipeline",
Aryan's avatar
Aryan committed
245
            "AnimateDiffSDXLPipeline",
Aryan's avatar
Aryan committed
246
            "AnimateDiffSparseControlNetPipeline",
Aryan V S's avatar
Aryan V S committed
247
            "AnimateDiffVideoToVideoPipeline",
Dhruv Nair's avatar
Dhruv Nair committed
248
249
250
251
            "AudioLDM2Pipeline",
            "AudioLDM2ProjectionModel",
            "AudioLDM2UNet2DConditionModel",
            "AudioLDMPipeline",
Sayak Paul's avatar
Sayak Paul committed
252
            "AuraFlowPipeline",
Ayush Mangal's avatar
Ayush Mangal committed
253
254
            "BlipDiffusionControlNetPipeline",
            "BlipDiffusionPipeline",
Dhruv Nair's avatar
Dhruv Nair committed
255
            "CLIPImageProjection",
256
            "CogVideoXPipeline",
Dhruv Nair's avatar
Dhruv Nair committed
257
            "CycleDiffusionPipeline",
王奇勋's avatar
王奇勋 committed
258
            "FluxControlNetPipeline",
Sayak Paul's avatar
Sayak Paul committed
259
            "FluxPipeline",
260
            "HunyuanDiTControlNetPipeline",
261
            "HunyuanDiTPAGPipeline",
262
            "HunyuanDiTPipeline",
263
            "I2VGenXLPipeline",
Dhruv Nair's avatar
Dhruv Nair committed
264
265
266
267
268
269
270
            "IFImg2ImgPipeline",
            "IFImg2ImgSuperResolutionPipeline",
            "IFInpaintingPipeline",
            "IFInpaintingSuperResolutionPipeline",
            "IFPipeline",
            "IFSuperResolutionPipeline",
            "ImageTextPipelineOutput",
271
272
            "Kandinsky3Img2ImgPipeline",
            "Kandinsky3Pipeline",
Dhruv Nair's avatar
Dhruv Nair committed
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
            "KandinskyCombinedPipeline",
            "KandinskyImg2ImgCombinedPipeline",
            "KandinskyImg2ImgPipeline",
            "KandinskyInpaintCombinedPipeline",
            "KandinskyInpaintPipeline",
            "KandinskyPipeline",
            "KandinskyPriorPipeline",
            "KandinskyV22CombinedPipeline",
            "KandinskyV22ControlnetImg2ImgPipeline",
            "KandinskyV22ControlnetPipeline",
            "KandinskyV22Img2ImgCombinedPipeline",
            "KandinskyV22Img2ImgPipeline",
            "KandinskyV22InpaintCombinedPipeline",
            "KandinskyV22InpaintPipeline",
            "KandinskyV22Pipeline",
            "KandinskyV22PriorEmb2EmbPipeline",
            "KandinskyV22PriorPipeline",
290
            "LatentConsistencyModelImg2ImgPipeline",
291
            "LatentConsistencyModelPipeline",
292
            "LattePipeline",
Dhruv Nair's avatar
Dhruv Nair committed
293
            "LDMTextToImagePipeline",
294
295
            "LEditsPPPipelineStableDiffusion",
            "LEditsPPPipelineStableDiffusionXL",
296
            "LuminaText2ImgPipeline",
297
298
            "MarigoldDepthPipeline",
            "MarigoldNormalsPipeline",
Dhruv Nair's avatar
Dhruv Nair committed
299
300
            "MusicLDMPipeline",
            "PaintByExamplePipeline",
Dhruv Nair's avatar
Dhruv Nair committed
301
            "PIAPipeline",
Sayak Paul's avatar
Sayak Paul committed
302
            "PixArtAlphaPipeline",
303
            "PixArtSigmaPAGPipeline",
304
            "PixArtSigmaPipeline",
Dhruv Nair's avatar
Dhruv Nair committed
305
306
307
            "SemanticStableDiffusionPipeline",
            "ShapEImg2ImgPipeline",
            "ShapEPipeline",
308
309
            "StableAudioPipeline",
            "StableAudioProjectionModel",
310
311
312
            "StableCascadeCombinedPipeline",
            "StableCascadeDecoderPipeline",
            "StableCascadePriorPipeline",
313
            "StableDiffusion3ControlNetInpaintingPipeline",
314
            "StableDiffusion3ControlNetPipeline",
Dhruv Nair's avatar
Dhruv Nair committed
315
            "StableDiffusion3Img2ImgPipeline",
316
            "StableDiffusion3InpaintPipeline",
317
            "StableDiffusion3PAGPipeline",
Dhruv Nair's avatar
Dhruv Nair committed
318
            "StableDiffusion3Pipeline",
Dhruv Nair's avatar
Dhruv Nair committed
319
320
321
322
            "StableDiffusionAdapterPipeline",
            "StableDiffusionAttendAndExcitePipeline",
            "StableDiffusionControlNetImg2ImgPipeline",
            "StableDiffusionControlNetInpaintPipeline",
323
            "StableDiffusionControlNetPAGPipeline",
Dhruv Nair's avatar
Dhruv Nair committed
324
            "StableDiffusionControlNetPipeline",
325
            "StableDiffusionControlNetXSPipeline",
Dhruv Nair's avatar
Dhruv Nair committed
326
327
328
329
330
331
332
333
334
335
336
337
            "StableDiffusionDepth2ImgPipeline",
            "StableDiffusionDiffEditPipeline",
            "StableDiffusionGLIGENPipeline",
            "StableDiffusionGLIGENTextImagePipeline",
            "StableDiffusionImageVariationPipeline",
            "StableDiffusionImg2ImgPipeline",
            "StableDiffusionInpaintPipeline",
            "StableDiffusionInpaintPipelineLegacy",
            "StableDiffusionInstructPix2PixPipeline",
            "StableDiffusionLatentUpscalePipeline",
            "StableDiffusionLDM3DPipeline",
            "StableDiffusionModelEditingPipeline",
338
            "StableDiffusionPAGPipeline",
Dhruv Nair's avatar
Dhruv Nair committed
339
340
341
342
343
344
345
346
347
348
            "StableDiffusionPanoramaPipeline",
            "StableDiffusionParadigmsPipeline",
            "StableDiffusionPipeline",
            "StableDiffusionPipelineSafe",
            "StableDiffusionPix2PixZeroPipeline",
            "StableDiffusionSAGPipeline",
            "StableDiffusionUpscalePipeline",
            "StableDiffusionXLAdapterPipeline",
            "StableDiffusionXLControlNetImg2ImgPipeline",
            "StableDiffusionXLControlNetInpaintPipeline",
349
            "StableDiffusionXLControlNetPAGImg2ImgPipeline",
YiYi Xu's avatar
YiYi Xu committed
350
            "StableDiffusionXLControlNetPAGPipeline",
Dhruv Nair's avatar
Dhruv Nair committed
351
            "StableDiffusionXLControlNetPipeline",
352
            "StableDiffusionXLControlNetXSPipeline",
Dhruv Nair's avatar
Dhruv Nair committed
353
354
355
            "StableDiffusionXLImg2ImgPipeline",
            "StableDiffusionXLInpaintPipeline",
            "StableDiffusionXLInstructPix2PixPipeline",
YiYi Xu's avatar
YiYi Xu committed
356
357
358
            "StableDiffusionXLPAGImg2ImgPipeline",
            "StableDiffusionXLPAGInpaintPipeline",
            "StableDiffusionXLPAGPipeline",
Dhruv Nair's avatar
Dhruv Nair committed
359
360
361
            "StableDiffusionXLPipeline",
            "StableUnCLIPImg2ImgPipeline",
            "StableUnCLIPPipeline",
Suraj Patil's avatar
Suraj Patil committed
362
            "StableVideoDiffusionPipeline",
Dhruv Nair's avatar
Dhruv Nair committed
363
364
            "TextToVideoSDPipeline",
            "TextToVideoZeroPipeline",
365
            "TextToVideoZeroSDXLPipeline",
Dhruv Nair's avatar
Dhruv Nair committed
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
            "UnCLIPImageVariationPipeline",
            "UnCLIPPipeline",
            "UniDiffuserModel",
            "UniDiffuserPipeline",
            "UniDiffuserTextDecoder",
            "VersatileDiffusionDualGuidedPipeline",
            "VersatileDiffusionImageVariationPipeline",
            "VersatileDiffusionPipeline",
            "VersatileDiffusionTextToImagePipeline",
            "VideoToVideoSDPipeline",
            "VQDiffusionPipeline",
            "WuerstchenCombinedPipeline",
            "WuerstchenDecoderPipeline",
            "WuerstchenPriorPipeline",
        ]
381
    )
382

383
384
385
386
try:
    if not (is_torch_available() and is_transformers_available() and is_k_diffusion_available()):
        raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
Dhruv Nair's avatar
Dhruv Nair committed
387
388
389
390
391
392
    from .utils import dummy_torch_and_transformers_and_k_diffusion_objects  # noqa F403

    _import_structure["utils.dummy_torch_and_transformers_and_k_diffusion_objects"] = [
        name for name in dir(dummy_torch_and_transformers_and_k_diffusion_objects) if not name.startswith("_")
    ]

393
else:
394
    _import_structure["pipelines"].extend(["StableDiffusionKDiffusionPipeline", "StableDiffusionXLKDiffusionPipeline"])
395

396
397
398
399
400
401
402
403
404
405
406
try:
    if not (is_torch_available() and is_transformers_available() and is_sentencepiece_available()):
        raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
    from .utils import dummy_torch_and_transformers_and_sentencepiece_objects  # noqa F403

    _import_structure["utils.dummy_torch_and_transformers_and_sentencepiece_objects"] = [
        name for name in dir(dummy_torch_and_transformers_and_sentencepiece_objects) if not name.startswith("_")
    ]

else:
Álvaro Somoza's avatar
Álvaro Somoza committed
407
    _import_structure["pipelines"].extend(["KolorsImg2ImgPipeline", "KolorsPAGPipeline", "KolorsPipeline"])
408

409
410
411
412
try:
    if not (is_torch_available() and is_transformers_available() and is_onnx_available()):
        raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
Dhruv Nair's avatar
Dhruv Nair committed
413
414
415
416
417
418
    from .utils import dummy_torch_and_transformers_and_onnx_objects  # noqa F403

    _import_structure["utils.dummy_torch_and_transformers_and_onnx_objects"] = [
        name for name in dir(dummy_torch_and_transformers_and_onnx_objects) if not name.startswith("_")
    ]

419
else:
Dhruv Nair's avatar
Dhruv Nair committed
420
421
422
423
424
425
426
427
428
    _import_structure["pipelines"].extend(
        [
            "OnnxStableDiffusionImg2ImgPipeline",
            "OnnxStableDiffusionInpaintPipeline",
            "OnnxStableDiffusionInpaintPipelineLegacy",
            "OnnxStableDiffusionPipeline",
            "OnnxStableDiffusionUpscalePipeline",
            "StableDiffusionOnnxPipeline",
        ]
429
    )
430
431
432
433
434

try:
    if not (is_torch_available() and is_librosa_available()):
        raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
Dhruv Nair's avatar
Dhruv Nair committed
435
436
437
438
439
440
    from .utils import dummy_torch_and_librosa_objects  # noqa F403

    _import_structure["utils.dummy_torch_and_librosa_objects"] = [
        name for name in dir(dummy_torch_and_librosa_objects) if not name.startswith("_")
    ]

441
else:
Dhruv Nair's avatar
Dhruv Nair committed
442
    _import_structure["pipelines"].extend(["AudioDiffusionPipeline", "Mel"])
443

444
try:
445
    if not (is_transformers_available() and is_torch_available() and is_note_seq_available()):
446
447
        raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
Dhruv Nair's avatar
Dhruv Nair committed
448
449
450
451
452
453
454
    from .utils import dummy_transformers_and_torch_and_note_seq_objects  # noqa F403

    _import_structure["utils.dummy_transformers_and_torch_and_note_seq_objects"] = [
        name for name in dir(dummy_transformers_and_torch_and_note_seq_objects) if not name.startswith("_")
    ]


455
else:
Dhruv Nair's avatar
Dhruv Nair committed
456
    _import_structure["pipelines"].extend(["SpectrogramDiffusionPipeline"])
457

458
459
460
461
try:
    if not is_flax_available():
        raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
Dhruv Nair's avatar
Dhruv Nair committed
462
463
464
465
466
467
468
    from .utils import dummy_flax_objects  # noqa F403

    _import_structure["utils.dummy_flax_objects"] = [
        name for name in dir(dummy_flax_objects) if not name.startswith("_")
    ]


469
else:
Dhruv Nair's avatar
Dhruv Nair committed
470
471
    _import_structure["models.controlnet_flax"] = ["FlaxControlNetModel"]
    _import_structure["models.modeling_flax_utils"] = ["FlaxModelMixin"]
472
    _import_structure["models.unets.unet_2d_condition_flax"] = ["FlaxUNet2DConditionModel"]
Dhruv Nair's avatar
Dhruv Nair committed
473
474
475
476
477
478
479
    _import_structure["models.vae_flax"] = ["FlaxAutoencoderKL"]
    _import_structure["pipelines"].extend(["FlaxDiffusionPipeline"])
    _import_structure["schedulers"].extend(
        [
            "FlaxDDIMScheduler",
            "FlaxDDPMScheduler",
            "FlaxDPMSolverMultistepScheduler",
Pedro Cuenca's avatar
Pedro Cuenca committed
480
            "FlaxEulerDiscreteScheduler",
Dhruv Nair's avatar
Dhruv Nair committed
481
482
483
484
485
486
            "FlaxKarrasVeScheduler",
            "FlaxLMSDiscreteScheduler",
            "FlaxPNDMScheduler",
            "FlaxSchedulerMixin",
            "FlaxScoreSdeVeScheduler",
        ]
487
488
    )

489

490
491
492
493
try:
    if not (is_flax_available() and is_transformers_available()):
        raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
Dhruv Nair's avatar
Dhruv Nair committed
494
495
496
497
498
499
500
    from .utils import dummy_flax_and_transformers_objects  # noqa F403

    _import_structure["utils.dummy_flax_and_transformers_objects"] = [
        name for name in dir(dummy_flax_and_transformers_objects) if not name.startswith("_")
    ]


501
else:
Dhruv Nair's avatar
Dhruv Nair committed
502
503
504
505
506
507
    _import_structure["pipelines"].extend(
        [
            "FlaxStableDiffusionControlNetPipeline",
            "FlaxStableDiffusionImg2ImgPipeline",
            "FlaxStableDiffusionInpaintPipeline",
            "FlaxStableDiffusionPipeline",
Pedro Cuenca's avatar
Pedro Cuenca committed
508
            "FlaxStableDiffusionXLPipeline",
Dhruv Nair's avatar
Dhruv Nair committed
509
        ]
510
    )
511
512
513
514
515

try:
    if not (is_note_seq_available()):
        raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
Dhruv Nair's avatar
Dhruv Nair committed
516
517
518
519
520
521
522
    from .utils import dummy_note_seq_objects  # noqa F403

    _import_structure["utils.dummy_note_seq_objects"] = [
        name for name in dir(dummy_note_seq_objects) if not name.startswith("_")
    ]


523
else:
Dhruv Nair's avatar
Dhruv Nair committed
524
525
    _import_structure["pipelines"].extend(["MidiProcessor"])

526
if TYPE_CHECKING or DIFFUSERS_SLOW_IMPORT:
Dhruv Nair's avatar
Dhruv Nair committed
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
    from .configuration_utils import ConfigMixin

    try:
        if not is_onnx_available():
            raise OptionalDependencyNotAvailable()
    except OptionalDependencyNotAvailable:
        from .utils.dummy_onnx_objects import *  # noqa F403
    else:
        from .pipelines import OnnxRuntimeModel

    try:
        if not is_torch_available():
            raise OptionalDependencyNotAvailable()
    except OptionalDependencyNotAvailable:
        from .utils.dummy_pt_objects import *  # noqa F403
    else:
        from .models import (
            AsymmetricAutoencoderKL,
Sayak Paul's avatar
Sayak Paul committed
545
            AuraFlowTransformer2DModel,
Dhruv Nair's avatar
Dhruv Nair committed
546
            AutoencoderKL,
547
            AutoencoderKLCogVideoX,
Suraj Patil's avatar
Suraj Patil committed
548
            AutoencoderKLTemporalDecoder,
549
            AutoencoderOobleck,
Dhruv Nair's avatar
Dhruv Nair committed
550
            AutoencoderTiny,
551
            CogVideoXTransformer3DModel,
Will Berman's avatar
Will Berman committed
552
            ConsistencyDecoderVAE,
Dhruv Nair's avatar
Dhruv Nair committed
553
            ControlNetModel,
554
            ControlNetXSAdapter,
555
            DiTTransformer2DModel,
王奇勋's avatar
王奇勋 committed
556
            FluxControlNetModel,
557
            FluxMultiControlNetModel,
Sayak Paul's avatar
Sayak Paul committed
558
            FluxTransformer2DModel,
559
            HunyuanDiT2DControlNetModel,
560
            HunyuanDiT2DModel,
561
            HunyuanDiT2DMultiControlNetModel,
562
            I2VGenXLUNet,
563
            Kandinsky3UNet,
564
            LatteTransformer3DModel,
565
            LuminaNextDiT2DModel,
Dhruv Nair's avatar
Dhruv Nair committed
566
            ModelMixin,
Dhruv Nair's avatar
Dhruv Nair committed
567
            MotionAdapter,
Dhruv Nair's avatar
Dhruv Nair committed
568
            MultiAdapter,
569
            PixArtTransformer2DModel,
Dhruv Nair's avatar
Dhruv Nair committed
570
            PriorTransformer,
571
572
            SD3ControlNetModel,
            SD3MultiControlNetModel,
Dhruv Nair's avatar
Dhruv Nair committed
573
            SD3Transformer2DModel,
Aryan's avatar
Aryan committed
574
            SparseControlNetModel,
575
            StableAudioDiTModel,
Dhruv Nair's avatar
Dhruv Nair committed
576
577
578
579
580
581
582
            T2IAdapter,
            T5FilmDecoder,
            Transformer2DModel,
            UNet1DModel,
            UNet2DConditionModel,
            UNet2DModel,
            UNet3DConditionModel,
583
            UNetControlNetXSModel,
Dhruv Nair's avatar
Dhruv Nair committed
584
            UNetMotionModel,
Suraj Patil's avatar
Suraj Patil committed
585
            UNetSpatioTemporalConditionModel,
Will Berman's avatar
Will Berman committed
586
            UVit2DModel,
Dhruv Nair's avatar
Dhruv Nair committed
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
            VQModel,
        )
        from .optimization import (
            get_constant_schedule,
            get_constant_schedule_with_warmup,
            get_cosine_schedule_with_warmup,
            get_cosine_with_hard_restarts_schedule_with_warmup,
            get_linear_schedule_with_warmup,
            get_polynomial_decay_schedule_with_warmup,
            get_scheduler,
        )
        from .pipelines import (
            AudioPipelineOutput,
            AutoPipelineForImage2Image,
            AutoPipelineForInpainting,
            AutoPipelineForText2Image,
Ayush Mangal's avatar
Ayush Mangal committed
603
604
            BlipDiffusionControlNetPipeline,
            BlipDiffusionPipeline,
Dhruv Nair's avatar
Dhruv Nair committed
605
606
607
608
609
610
611
612
613
614
615
616
617
618
            CLIPImageProjection,
            ConsistencyModelPipeline,
            DanceDiffusionPipeline,
            DDIMPipeline,
            DDPMPipeline,
            DiffusionPipeline,
            DiTPipeline,
            ImagePipelineOutput,
            KarrasVePipeline,
            LDMPipeline,
            LDMSuperResolutionPipeline,
            PNDMPipeline,
            RePaintPipeline,
            ScoreSdeVePipeline,
619
            StableDiffusionMixin,
Dhruv Nair's avatar
Dhruv Nair committed
620
621
        )
        from .schedulers import (
Will Berman's avatar
Will Berman committed
622
            AmusedScheduler,
Dhruv Nair's avatar
Dhruv Nair committed
623
            CMStochasticIterativeScheduler,
624
625
            CogVideoXDDIMScheduler,
            CogVideoXDPMScheduler,
Dhruv Nair's avatar
Dhruv Nair committed
626
627
628
629
630
631
632
633
634
635
            DDIMInverseScheduler,
            DDIMParallelScheduler,
            DDIMScheduler,
            DDPMParallelScheduler,
            DDPMScheduler,
            DDPMWuerstchenScheduler,
            DEISMultistepScheduler,
            DPMSolverMultistepInverseScheduler,
            DPMSolverMultistepScheduler,
            DPMSolverSinglestepScheduler,
636
            EDMDPMSolverMultistepScheduler,
Suraj Patil's avatar
Suraj Patil committed
637
            EDMEulerScheduler,
Dhruv Nair's avatar
Dhruv Nair committed
638
639
            EulerAncestralDiscreteScheduler,
            EulerDiscreteScheduler,
Dhruv Nair's avatar
Dhruv Nair committed
640
            FlowMatchEulerDiscreteScheduler,
641
            FlowMatchHeunDiscreteScheduler,
Dhruv Nair's avatar
Dhruv Nair committed
642
643
644
645
646
            HeunDiscreteScheduler,
            IPNDMScheduler,
            KarrasVeScheduler,
            KDPM2AncestralDiscreteScheduler,
            KDPM2DiscreteScheduler,
647
            LCMScheduler,
Dhruv Nair's avatar
Dhruv Nair committed
648
649
            PNDMScheduler,
            RePaintScheduler,
Junsong Chen's avatar
Junsong Chen committed
650
            SASolverScheduler,
Dhruv Nair's avatar
Dhruv Nair committed
651
652
            SchedulerMixin,
            ScoreSdeVeScheduler,
Michael's avatar
Michael committed
653
            TCDScheduler,
Dhruv Nair's avatar
Dhruv Nair committed
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
            UnCLIPScheduler,
            UniPCMultistepScheduler,
            VQDiffusionScheduler,
        )
        from .training_utils import EMAModel

    try:
        if not (is_torch_available() and is_scipy_available()):
            raise OptionalDependencyNotAvailable()
    except OptionalDependencyNotAvailable:
        from .utils.dummy_torch_and_scipy_objects import *  # noqa F403
    else:
        from .schedulers import LMSDiscreteScheduler

    try:
        if not (is_torch_available() and is_torchsde_available()):
            raise OptionalDependencyNotAvailable()
    except OptionalDependencyNotAvailable:
        from .utils.dummy_torch_and_torchsde_objects import *  # noqa F403
    else:
674
        from .schedulers import CosineDPMSolverMultistepScheduler, DPMSolverSDEScheduler
Dhruv Nair's avatar
Dhruv Nair committed
675
676
677
678
679
680
681
682
683
684

    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 .pipelines import (
            AltDiffusionImg2ImgPipeline,
            AltDiffusionPipeline,
Will Berman's avatar
Will Berman committed
685
686
687
            AmusedImg2ImgPipeline,
            AmusedInpaintPipeline,
            AmusedPipeline,
688
            AnimateDiffControlNetPipeline,
Aryan's avatar
Aryan committed
689
            AnimateDiffPAGPipeline,
Dhruv Nair's avatar
Dhruv Nair committed
690
            AnimateDiffPipeline,
Aryan's avatar
Aryan committed
691
            AnimateDiffSDXLPipeline,
Aryan's avatar
Aryan committed
692
            AnimateDiffSparseControlNetPipeline,
Aryan V S's avatar
Aryan V S committed
693
            AnimateDiffVideoToVideoPipeline,
Dhruv Nair's avatar
Dhruv Nair committed
694
695
696
697
            AudioLDM2Pipeline,
            AudioLDM2ProjectionModel,
            AudioLDM2UNet2DConditionModel,
            AudioLDMPipeline,
Sayak Paul's avatar
Sayak Paul committed
698
            AuraFlowPipeline,
Dhruv Nair's avatar
Dhruv Nair committed
699
            CLIPImageProjection,
700
            CogVideoXPipeline,
Dhruv Nair's avatar
Dhruv Nair committed
701
            CycleDiffusionPipeline,
王奇勋's avatar
王奇勋 committed
702
            FluxControlNetPipeline,
Sayak Paul's avatar
Sayak Paul committed
703
            FluxPipeline,
704
            HunyuanDiTControlNetPipeline,
705
            HunyuanDiTPAGPipeline,
706
            HunyuanDiTPipeline,
707
            I2VGenXLPipeline,
Dhruv Nair's avatar
Dhruv Nair committed
708
709
710
711
712
713
714
            IFImg2ImgPipeline,
            IFImg2ImgSuperResolutionPipeline,
            IFInpaintingPipeline,
            IFInpaintingSuperResolutionPipeline,
            IFPipeline,
            IFSuperResolutionPipeline,
            ImageTextPipelineOutput,
715
716
            Kandinsky3Img2ImgPipeline,
            Kandinsky3Pipeline,
Dhruv Nair's avatar
Dhruv Nair committed
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
            KandinskyCombinedPipeline,
            KandinskyImg2ImgCombinedPipeline,
            KandinskyImg2ImgPipeline,
            KandinskyInpaintCombinedPipeline,
            KandinskyInpaintPipeline,
            KandinskyPipeline,
            KandinskyPriorPipeline,
            KandinskyV22CombinedPipeline,
            KandinskyV22ControlnetImg2ImgPipeline,
            KandinskyV22ControlnetPipeline,
            KandinskyV22Img2ImgCombinedPipeline,
            KandinskyV22Img2ImgPipeline,
            KandinskyV22InpaintCombinedPipeline,
            KandinskyV22InpaintPipeline,
            KandinskyV22Pipeline,
            KandinskyV22PriorEmb2EmbPipeline,
            KandinskyV22PriorPipeline,
734
            LatentConsistencyModelImg2ImgPipeline,
735
            LatentConsistencyModelPipeline,
736
            LattePipeline,
Dhruv Nair's avatar
Dhruv Nair committed
737
            LDMTextToImagePipeline,
738
739
            LEditsPPPipelineStableDiffusion,
            LEditsPPPipelineStableDiffusionXL,
740
            LuminaText2ImgPipeline,
741
742
            MarigoldDepthPipeline,
            MarigoldNormalsPipeline,
Dhruv Nair's avatar
Dhruv Nair committed
743
744
            MusicLDMPipeline,
            PaintByExamplePipeline,
Dhruv Nair's avatar
Dhruv Nair committed
745
            PIAPipeline,
Sayak Paul's avatar
Sayak Paul committed
746
            PixArtAlphaPipeline,
747
            PixArtSigmaPAGPipeline,
748
            PixArtSigmaPipeline,
Dhruv Nair's avatar
Dhruv Nair committed
749
750
751
            SemanticStableDiffusionPipeline,
            ShapEImg2ImgPipeline,
            ShapEPipeline,
752
753
            StableAudioPipeline,
            StableAudioProjectionModel,
754
755
756
            StableCascadeCombinedPipeline,
            StableCascadeDecoderPipeline,
            StableCascadePriorPipeline,
757
            StableDiffusion3ControlNetPipeline,
Dhruv Nair's avatar
Dhruv Nair committed
758
            StableDiffusion3Img2ImgPipeline,
759
            StableDiffusion3InpaintPipeline,
760
            StableDiffusion3PAGPipeline,
Dhruv Nair's avatar
Dhruv Nair committed
761
            StableDiffusion3Pipeline,
Dhruv Nair's avatar
Dhruv Nair committed
762
763
764
765
            StableDiffusionAdapterPipeline,
            StableDiffusionAttendAndExcitePipeline,
            StableDiffusionControlNetImg2ImgPipeline,
            StableDiffusionControlNetInpaintPipeline,
766
            StableDiffusionControlNetPAGPipeline,
Dhruv Nair's avatar
Dhruv Nair committed
767
            StableDiffusionControlNetPipeline,
768
            StableDiffusionControlNetXSPipeline,
Dhruv Nair's avatar
Dhruv Nair committed
769
770
771
772
773
774
775
776
777
778
779
780
            StableDiffusionDepth2ImgPipeline,
            StableDiffusionDiffEditPipeline,
            StableDiffusionGLIGENPipeline,
            StableDiffusionGLIGENTextImagePipeline,
            StableDiffusionImageVariationPipeline,
            StableDiffusionImg2ImgPipeline,
            StableDiffusionInpaintPipeline,
            StableDiffusionInpaintPipelineLegacy,
            StableDiffusionInstructPix2PixPipeline,
            StableDiffusionLatentUpscalePipeline,
            StableDiffusionLDM3DPipeline,
            StableDiffusionModelEditingPipeline,
781
            StableDiffusionPAGPipeline,
Dhruv Nair's avatar
Dhruv Nair committed
782
783
784
785
786
787
788
789
790
791
            StableDiffusionPanoramaPipeline,
            StableDiffusionParadigmsPipeline,
            StableDiffusionPipeline,
            StableDiffusionPipelineSafe,
            StableDiffusionPix2PixZeroPipeline,
            StableDiffusionSAGPipeline,
            StableDiffusionUpscalePipeline,
            StableDiffusionXLAdapterPipeline,
            StableDiffusionXLControlNetImg2ImgPipeline,
            StableDiffusionXLControlNetInpaintPipeline,
792
            StableDiffusionXLControlNetPAGImg2ImgPipeline,
YiYi Xu's avatar
YiYi Xu committed
793
            StableDiffusionXLControlNetPAGPipeline,
Dhruv Nair's avatar
Dhruv Nair committed
794
            StableDiffusionXLControlNetPipeline,
795
            StableDiffusionXLControlNetXSPipeline,
Dhruv Nair's avatar
Dhruv Nair committed
796
797
798
            StableDiffusionXLImg2ImgPipeline,
            StableDiffusionXLInpaintPipeline,
            StableDiffusionXLInstructPix2PixPipeline,
YiYi Xu's avatar
YiYi Xu committed
799
800
801
            StableDiffusionXLPAGImg2ImgPipeline,
            StableDiffusionXLPAGInpaintPipeline,
            StableDiffusionXLPAGPipeline,
Dhruv Nair's avatar
Dhruv Nair committed
802
803
804
            StableDiffusionXLPipeline,
            StableUnCLIPImg2ImgPipeline,
            StableUnCLIPPipeline,
Suraj Patil's avatar
Suraj Patil committed
805
            StableVideoDiffusionPipeline,
Dhruv Nair's avatar
Dhruv Nair committed
806
807
            TextToVideoSDPipeline,
            TextToVideoZeroPipeline,
808
            TextToVideoZeroSDXLPipeline,
Dhruv Nair's avatar
Dhruv Nair committed
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
            UnCLIPImageVariationPipeline,
            UnCLIPPipeline,
            UniDiffuserModel,
            UniDiffuserPipeline,
            UniDiffuserTextDecoder,
            VersatileDiffusionDualGuidedPipeline,
            VersatileDiffusionImageVariationPipeline,
            VersatileDiffusionPipeline,
            VersatileDiffusionTextToImagePipeline,
            VideoToVideoSDPipeline,
            VQDiffusionPipeline,
            WuerstchenCombinedPipeline,
            WuerstchenDecoderPipeline,
            WuerstchenPriorPipeline,
        )

    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:
831
        from .pipelines import StableDiffusionKDiffusionPipeline, StableDiffusionXLKDiffusionPipeline
Dhruv Nair's avatar
Dhruv Nair committed
832

833
834
835
836
837
838
    try:
        if not (is_torch_available() and is_transformers_available() and is_sentencepiece_available()):
            raise OptionalDependencyNotAvailable()
    except OptionalDependencyNotAvailable:
        from .utils.dummy_torch_and_transformers_and_sentencepiece_objects import *  # noqa F403
    else:
Álvaro Somoza's avatar
Álvaro Somoza committed
839
        from .pipelines import KolorsImg2ImgPipeline, KolorsPAGPipeline, KolorsPipeline
Dhruv Nair's avatar
Dhruv Nair committed
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
    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 .pipelines import (
            OnnxStableDiffusionImg2ImgPipeline,
            OnnxStableDiffusionInpaintPipeline,
            OnnxStableDiffusionInpaintPipelineLegacy,
            OnnxStableDiffusionPipeline,
            OnnxStableDiffusionUpscalePipeline,
            StableDiffusionOnnxPipeline,
        )

    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 .pipelines import AudioDiffusionPipeline, Mel

    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 .pipelines import SpectrogramDiffusionPipeline

    try:
        if not is_flax_available():
            raise OptionalDependencyNotAvailable()
    except OptionalDependencyNotAvailable:
        from .utils.dummy_flax_objects import *  # noqa F403
    else:
        from .models.controlnet_flax import FlaxControlNetModel
        from .models.modeling_flax_utils import FlaxModelMixin
879
        from .models.unets.unet_2d_condition_flax import FlaxUNet2DConditionModel
Dhruv Nair's avatar
Dhruv Nair committed
880
881
882
883
884
885
        from .models.vae_flax import FlaxAutoencoderKL
        from .pipelines import FlaxDiffusionPipeline
        from .schedulers import (
            FlaxDDIMScheduler,
            FlaxDDPMScheduler,
            FlaxDPMSolverMultistepScheduler,
Pedro Cuenca's avatar
Pedro Cuenca committed
886
            FlaxEulerDiscreteScheduler,
Dhruv Nair's avatar
Dhruv Nair committed
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
            FlaxKarrasVeScheduler,
            FlaxLMSDiscreteScheduler,
            FlaxPNDMScheduler,
            FlaxSchedulerMixin,
            FlaxScoreSdeVeScheduler,
        )

    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 .pipelines import (
            FlaxStableDiffusionControlNetPipeline,
            FlaxStableDiffusionImg2ImgPipeline,
            FlaxStableDiffusionInpaintPipeline,
            FlaxStableDiffusionPipeline,
Pedro Cuenca's avatar
Pedro Cuenca committed
905
            FlaxStableDiffusionXLPipeline,
Dhruv Nair's avatar
Dhruv Nair committed
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
        )

    try:
        if not (is_note_seq_available()):
            raise OptionalDependencyNotAvailable()
    except OptionalDependencyNotAvailable:
        from .utils.dummy_note_seq_objects import *  # noqa F403
    else:
        from .pipelines import MidiProcessor

else:
    import sys

    sys.modules[__name__] = _LazyModule(
        __name__,
        globals()["__file__"],
        _import_structure,
        module_spec=__spec__,
        extra_objects={"__version__": __version__},
    )