# import os
# import tempfile
# import urllib

# import pytest
# from PIL import Image

# TODO: Uncomment after fixing clip dependency issue
# from embedchain.models.clip_processor import ClipProcessor


# class TestClipProcessor:
#     @pytest.mark.xfail(reason="This test is failing because of the missing CLIP dependency.")
#     def test_load_model(self):
#         # Test that the `load_model()` method loads the CLIP model and image preprocessing correctly.
#         model, preprocess = ClipProcessor.load_model()
#         assert model is not None
#         assert preprocess is not None

#     @pytest.mark.xfail(reason="This test is failing because of the missing CLIP dependency.")
#     def test_get_image_features(self):
#         # Clone the image to a temporary folder.
#         with tempfile.TemporaryDirectory() as tmp_dir:
#             urllib.request.urlretrieve("https://upload.wikimedia.org/wikipedia/en/a/a9/Example.jpg", "image.jpg")

#             image = Image.open("image.jpg")
#             image.save(os.path.join(tmp_dir, "image.jpg"))

#             # Get the image features.
#             model, preprocess = ClipProcessor.load_model()
#             ClipProcessor.get_image_features(os.path.join(tmp_dir, "image.jpg"), model, preprocess)

#             # Delete the temporary file.
#             os.remove(os.path.join(tmp_dir, "image.jpg"))

#     @pytest.mark.xfail(reason="This test is failing because of the missing CLIP dependency.")
#     def test_get_text_features(self):
#         # Test that the `get_text_features()` method returns a list containing the text embedding.
#         query = "This is a text query."
#         model, preprocess = ClipProcessor.load_model()

#         text_features = ClipProcessor.get_text_features(query)

#         # Assert that the text embedding is not None.
#         assert text_features is not None

#         # Assert that the text embedding is a list of floats.
#         assert isinstance(text_features, list)

#         # Assert that the text embedding has the correct length.
#         assert len(text_features) == 512