Google Colab | ImportError: cannot import name 'PCA' from 'albumentations.augmentations.utils'

[danmay777]

First, confirm

• I have read the instruction carefully
• I have searched the existing issues
• I have updated the extension to the latest version

What happened?

Started getting these errors in google colab and cant find an answer on how to fix it. Reactor doesnt load :(

Steps to reproduce the problem

1. Go to google colab
2. Press Latest_webui and null_model
3. Error shown on log

Sysinfo

Windows 10, Chrome, 4070

Relevant console log

Python 3.10.12 (main, Nov  6 2024, 20:22:13) [GCC 11.4.0]
Version: v1.10.1
Commit hash: 82a973c04367123ae98bd9abdf80d9eda9b910e2
Cloning assets into /content/sdw/repositories/stable-diffusion-webui-assets...
Cloning into '/content/sdw/repositories/stable-diffusion-webui-assets'...
remote: Enumerating objects: 20, done.
remote: Counting objects: 100% (20/20), done.
remote: Compressing objects: 100% (18/18), done.
remote: Total 20 (delta 0), reused 20 (delta 0), pack-reused 0 (from 0)
Receiving objects: 100% (20/20), 132.70 KiB | 44.23 MiB/s, done.
Installing requirements
Installing sd-webui-controlnet requirement: changing opencv-python version from 4.10.0.84 to 4.8.0
ReActor preheating... Device: CUDA
Launching Web UI with arguments: --enable-insecure-extension-access --opt-sdp-attention --share --no-half-vae --disable-safe-unpickle --no-hashing --gradio-queue --ckpt /content/sdw/models/Stable-diffusion//nullModelzeros.ckpt
2024-11-22 16:18:50.662564: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:485] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered
2024-11-22 16:18:50.889274: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:8454] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered
2024-11-22 16:18:50.958072: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1452] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered
2024-11-22 16:18:53.056404: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT
WARNING:xformers:WARNING[XFORMERS]: xFormers can't load C++/CUDA extensions. xFormers was built for:
    PyTorch 2.0.1+cu118 with CUDA 1108 (you have 2.5.1+cu121)
    Python  3.10.11 (you have 3.10.12)
  Please reinstall xformers (see https://github.com/facebookresearch/xformers#installing-xformers)
  Memory-efficient attention, SwiGLU, sparse and more won't be available.
  Set XFORMERS_MORE_DETAILS=1 for more details
No module 'xformers'. Proceeding without it.
converting cache: 100% 7/7 [00:00<00:00, 72.96it/s]
ControlNet preprocessor location: /content/sdw/extensions/ControlNet/annotator/downloads
2024-11-22 16:18:57,966 - ControlNet - INFO - ControlNet v1.1.426
2024-11-22 16:18:58,151 - ControlNet - INFO - ControlNet v1.1.426
Model Downloader v1.0.8
Checking Directories...
all Directories already Created.
*** Error loading script: console_log_patch.py
    Traceback (most recent call last):
      File "/content/sdw/modules/scripts.py", line 515, in load_scripts
        script_module = script_loading.load_module(scriptfile.path)
      File "/content/sdw/modules/script_loading.py", line 13, in load_module
        module_spec.loader.exec_module(module)
      File "<frozen importlib._bootstrap_external>", line 883, in exec_module
      File "<frozen importlib._bootstrap>", line 241, in _call_with_frames_removed
      File "/content/sdw/extensions/sd-webui-roop-nsfw/scripts/console_log_patch.py", line 4, in <module>
        import insightface
      File "/usr/local/lib/python3.10/dist-packages/insightface/__init__.py", line 18, in <module>
        from . import app
      File "/usr/local/lib/python3.10/dist-packages/insightface/app/__init__.py", line 2, in <module>
        from .mask_renderer import *
      File "/usr/local/lib/python3.10/dist-packages/insightface/app/mask_renderer.py", line 4, in <module>
        import albumentations as A
      File "/usr/local/lib/python3.10/dist-packages/albumentations/__init__.py", line 5, in <module>
        from .augmentations import *
      File "/usr/local/lib/python3.10/dist-packages/albumentations/augmentations/__init__.py", line 8, in <module>
        from .domain_adaptation import *
      File "/usr/local/lib/python3.10/dist-packages/albumentations/augmentations/domain_adaptation/__init__.py", line 1, in <module>
        from .functional import *
      File "/usr/local/lib/python3.10/dist-packages/albumentations/augmentations/domain_adaptation/functional.py", line 13, in <module>
        from albumentations.augmentations.utils import PCA
    ImportError: cannot import name 'PCA' from 'albumentations.augmentations.utils' (/usr/local/lib/python3.10/dist-packages/albumentations/augmentations/utils.py)

---
*** Error loading script: reactor_api.py
    Traceback (most recent call last):
      File "/content/sdw/modules/scripts.py", line 515, in load_scripts
        script_module = script_loading.load_module(scriptfile.path)
      File "/content/sdw/modules/script_loading.py", line 13, in load_module
        module_spec.loader.exec_module(module)
      File "<frozen importlib._bootstrap_external>", line 883, in exec_module
      File "<frozen importlib._bootstrap>", line 241, in _call_with_frames_removed
      File "/content/sdw/extensions/sd-webui-roop-nsfw/scripts/reactor_api.py", line 17, in <module>
        from scripts.reactor_swapper import EnhancementOptions, swap_face
      File "/content/sdw/extensions/sd-webui-roop-nsfw/scripts/reactor_swapper.py", line 10, in <module>
        import insightface
      File "/usr/local/lib/python3.10/dist-packages/insightface/__init__.py", line 18, in <module>
        from . import app
      File "/usr/local/lib/python3.10/dist-packages/insightface/app/__init__.py", line 2, in <module>
        from .mask_renderer import *
      File "/usr/local/lib/python3.10/dist-packages/insightface/app/mask_renderer.py", line 4, in <module>
        import albumentations as A
      File "/usr/local/lib/python3.10/dist-packages/albumentations/__init__.py", line 5, in <module>
        from .augmentations import *
      File "/usr/local/lib/python3.10/dist-packages/albumentations/augmentations/__init__.py", line 8, in <module>
        from .domain_adaptation import *
      File "/usr/local/lib/python3.10/dist-packages/albumentations/augmentations/domain_adaptation/__init__.py", line 1, in <module>
        from .functional import *
      File "/usr/local/lib/python3.10/dist-packages/albumentations/augmentations/domain_adaptation/functional.py", line 13, in <module>
        from albumentations.augmentations.utils import PCA
    ImportError: cannot import name 'PCA' from 'albumentations.augmentations.utils' (/usr/local/lib/python3.10/dist-packages/albumentations/augmentations/utils.py)

---
*** Error loading script: reactor_faceswap.py
    Traceback (most recent call last):
      File "/content/sdw/modules/scripts.py", line 515, in load_scripts
        script_module = script_loading.load_module(scriptfile.path)
      File "/content/sdw/modules/script_loading.py", line 13, in load_module
        module_spec.loader.exec_module(module)
      File "<frozen importlib._bootstrap_external>", line 883, in exec_module
      File "<frozen importlib._bootstrap>", line 241, in _call_with_frames_removed
      File "/content/sdw/extensions/sd-webui-roop-nsfw/scripts/reactor_faceswap.py", line 18, in <module>
        from reactor_ui import ui_main, ui_upscale, ui_tools, ui_settings
      File "/content/sdw/extensions/sd-webui-roop-nsfw/reactor_ui/__init__.py", line 2, in <module>
        import reactor_ui.reactor_tools_ui as ui_tools
      File "/content/sdw/extensions/sd-webui-roop-nsfw/reactor_ui/reactor_tools_ui.py", line 2, in <module>
        from scripts.reactor_swapper import build_face_model
      File "/content/sdw/extensions/sd-webui-roop-nsfw/scripts/reactor_swapper.py", line 10, in <module>
        import insightface
      File "/usr/local/lib/python3.10/dist-packages/insightface/__init__.py", line 18, in <module>
        from . import app
      File "/usr/local/lib/python3.10/dist-packages/insightface/app/__init__.py", line 2, in <module>
        from .mask_renderer import *
      File "/usr/local/lib/python3.10/dist-packages/insightface/app/mask_renderer.py", line 4, in <module>
        import albumentations as A
      File "/usr/local/lib/python3.10/dist-packages/albumentations/__init__.py", line 5, in <module>
        from .augmentations import *
      File "/usr/local/lib/python3.10/dist-packages/albumentations/augmentations/__init__.py", line 8, in <module>
        from .domain_adaptation import *
      File "/usr/local/lib/python3.10/dist-packages/albumentations/augmentations/domain_adaptation/__init__.py", line 1, in <module>
        from .functional import *
      File "/usr/local/lib/python3.10/dist-packages/albumentations/augmentations/domain_adaptation/functional.py", line 13, in <module>
        from albumentations.augmentations.utils import PCA
    ImportError: cannot import name 'PCA' from 'albumentations.augmentations.utils' (/usr/local/lib/python3.10/dist-packages/albumentations/augmentations/utils.py)

---
*** Error loading script: reactor_swapper.py
    Traceback (most recent call last):
      File "/content/sdw/modules/scripts.py", line 515, in load_scripts
        script_module = script_loading.load_module(scriptfile.path)
      File "/content/sdw/modules/script_loading.py", line 13, in load_module
        module_spec.loader.exec_module(module)
      File "<frozen importlib._bootstrap_external>", line 883, in exec_module
      File "<frozen importlib._bootstrap>", line 241, in _call_with_frames_removed
      File "/content/sdw/extensions/sd-webui-roop-nsfw/scripts/reactor_swapper.py", line 10, in <module>
        import insightface
      File "/usr/local/lib/python3.10/dist-packages/insightface/__init__.py", line 18, in <module>
        from . import app
      File "/usr/local/lib/python3.10/dist-packages/insightface/app/__init__.py", line 2, in <module>
        from .mask_renderer import *
      File "/usr/local/lib/python3.10/dist-packages/insightface/app/mask_renderer.py", line 4, in <module>
        import albumentations as A
      File "/usr/local/lib/python3.10/dist-packages/albumentations/__init__.py", line 5, in <module>
        from .augmentations import *
      File "/usr/local/lib/python3.10/dist-packages/albumentations/augmentations/__init__.py", line 8, in <module>
        from .domain_adaptation import *
      File "/usr/local/lib/python3.10/dist-packages/albumentations/augmentations/domain_adaptation/__init__.py", line 1, in <module>
        from .functional import *
      File "/usr/local/lib/python3.10/dist-packages/albumentations/augmentations/domain_adaptation/functional.py", line 13, in <module>
        from albumentations.augmentations.utils import PCA
    ImportError: cannot import name 'PCA' from 'albumentations.augmentations.utils' (/usr/local/lib/python3.10/dist-packages/albumentations/augmentations/utils.py)

---
16:18:58 - ReActor - STATUS - Running v0.6.0-a4
Tag Autocomplete: Could not locate model-keyword extension, Lora trigger word completion will be limited to those added through the extra networks menu.
Loading weights [None] from /content/sdw/models/Stable-diffusion/nullModelzeros.ckpt
Creating model from config: /content/sdw/configs/v1-inference.yaml
/content/sdw/extensions/sd-model-downloader/scripts/model-downloader.py:310: GradioDeprecationWarning: The `style` method is deprecated. Please set these arguments in the constructor instead.
  image.style(width=156, height=234)

Additional information

No response

[Gourieff]

Try to downgrade albumentations to 1.4.20

[Gourieff]

Or you can try this #560 (comment)