`kagglehub` dependency error

[t-kalinowski]

kagglehub is currently broken with Kaggle/kagglehub#224, which unfortunately means that keras_cv is currently broken.

Specifically, the call keras_cv.models.SegmentAnythingModel.from_preset("sam_huge_sa1b") will error.

To reproduce with uv:

uv run --exclude-newer 2025-01-31 \
  --python 3.11 --with kagglehub --with keras_cv --with tensorflow-cpu \
  python -c 'import keras_cv;  keras_cv.models.SegmentAnythingModel.from_preset("sam_huge_sa1b")'

I see:

$ uv run --exclude-newer 2025-01-31 --python 3.11 --with kagglehub --with keras_cv --with tensorflow-cpu python -c 'import keras_cv;  keras_cv.models.SegmentAnythingModel.from_preset("sam_huge_sa1b")'
2025-02-13 09:32:38.042738: I tensorflow/core/platform/cpu_feature_guard.cc:210] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.
To enable the following instructions: AVX2 FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.
Traceback (most recent call last):
  File "<string>", line 1, in <module>
  File "/home/tomasz/.cache/uv/archive-v0/Ox_J6nyXW2jDLpQelMc-b/lib/python3.11/site-packages/keras_cv/src/models/task.py", line 184, in from_preset
    return super(cls, calling_cls).from_preset(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/tomasz/.cache/uv/archive-v0/Ox_J6nyXW2jDLpQelMc-b/lib/python3.11/site-packages/keras_cv/src/models/task.py", line 136, in from_preset
    preset_cls = check_preset_class(preset, (cls, Backbone))
                 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/tomasz/.cache/uv/archive-v0/Ox_J6nyXW2jDLpQelMc-b/lib/python3.11/site-packages/keras_cv/src/utils/preset_utils.py", line 179, in check_preset_class
    config_path = get_file(preset, config_file)
                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/tomasz/.cache/uv/archive-v0/Ox_J6nyXW2jDLpQelMc-b/lib/python3.11/site-packages/keras_cv/src/utils/preset_utils.py", line 39, in get_file
    raise ImportError(
ImportError: `from_preset()` requires the `kagglehub` package. Please install with `pip install kagglehub`.

Changing --exclude-newer to the day prior 2025-01-30, the call succeeds.

[sachinprasadhs]

Hi,

Since we have migrated Keras Cv most of the models into KerasHub, which inlcudes SAM as well.
You can use SAM using KerasHub.
Here is the model details and example usage from Kaggle https://www.kaggle.com/models/keras/sam

For detailed tutorial, you can refer https://keras.io/keras_hub/guides/segment_anything_in_keras_hub/

[t-kalinowski]

Thanks, same issue with keras-hub. I opened keras-team/keras-hub#2099

[sachinprasadhs]

Thank you, you can close this issue here, we can track the issue in KerasHub