import unittest import pathlib import gradio as gr from PIL import Image base_64_test_img = 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" class ImagePreprocessing(unittest.TestCase): def test_decode_base64_to_image(self): output_image = gr.processing_utils.decode_base64_to_image( base_64_test_img) self.assertIsInstance(output_image, Image.Image) def test_encode_url_or_file_to_base64(self): output_base64 = gr.processing_utils.encode_url_or_file_to_base64( "test/images/lion.jpg") self.assertEquals(output_base64, base_64_test_img) def test_encode_file_to_base64(self): output_base64 = gr.processing_utils.encode_file_to_base64( "test/images/lion.jpg") self.assertEquals(output_base64, base_64_test_img) def test_encode_url_to_base64(self): output_base64 = gr.processing_utils.encode_url_to_base64("https://raw.githubusercontent.com/gradio-app/gradio/master/test/images/lion.jpg") self.assertEqual(output_base64, base_64_test_img) if __name__ == '__main__': unittest.main()