import PIL.Image import pytest from mflux.post_processing.image_util import ImageUtil @pytest.fixture def test_image(): # Create a simple test image return PIL.Image.new("RGB", (100, 80), color="blue") def test_expand_image_with_pixels(test_image): # Test expanding with pixel values expanded = ImageUtil.expand_image( test_image, top=20, right=30, bottom=40, left=10, fill_color=(255, 0, 0), # red ) # Check dimensions assert expanded.width == 100 + 30 + 10 # original + right + left assert expanded.height == 80 + 20 + 40 # original + top + bottom # Check color at corners (should be the fill color) assert expanded.getpixel((0, 0)) == (255, 0, 0) # top-left assert expanded.getpixel((139, 0)) == (255, 0, 0) # top-right assert expanded.getpixel((0, 139)) == (255, 0, 0) # bottom-left assert expanded.getpixel((139, 139)) == (255, 0, 0) # bottom-right # Check original image is preserved in the middle assert expanded.getpixel((15, 25)) == (0, 0, 255) # blue def test_expand_image_with_percentages(test_image): # Test expanding with percentage values expanded = ImageUtil.expand_image( test_image, top="25%", right="30%", bottom="50%", left="10%", fill_color=(0, 255, 0), # green ) # Calculate expected dimensions expected_top = int(0.25 * 80) # 25% of height expected_right = int(0.3 * 100) # 30% of width expected_bottom = int(0.5 * 80) # 50% of height expected_left = int(0.1 * 100) # 10% of width expected_width = 100 + expected_right + expected_left expected_height = 80 + expected_top + expected_bottom # Check dimensions assert expanded.width == expected_width assert expanded.height == expected_height # Check fill color assert expanded.getpixel((0, 0)) == (0, 255, 0) def test_expand_image_with_invalid_values(test_image): # Test with invalid percentage string (a string that does not end with %" with pytest.raises(ValueError): ImageUtil.expand_image(test_image, top="25#", right="30", bottom="50%", left="10") with pytest.raises(ValueError): ImageUtil.expand_image(test_image, top="25", right="30$", bottom="50%", left="10") with pytest.raises(ValueError): ImageUtil.expand_image(test_image, top="25", right="30", bottom="50#", left="10") with pytest.raises(ValueError): ImageUtil.expand_image(test_image, top="25", right="30", bottom="50#", left="10*") def test_create_outpaint_mask_image(): # Test with various padding values orig_width = 100 orig_height = 80 top_padding = 20 right_padding = 30 bottom_padding = 40 left_padding = 10 mask = ImageUtil.create_outpaint_mask_image( orig_width=orig_width, orig_height=orig_height, top=top_padding, right=right_padding, bottom=bottom_padding, left=left_padding, ) # Check dimensions of the mask expected_width = orig_width + right_padding + left_padding expected_height = orig_height + bottom_padding + top_padding assert mask.width == expected_width assert mask.height == expected_height # Check padding areas are white (255, 255, 255) # Top-left corner assert mask.getpixel((5, 5)) == (255, 255, 255) # Top-right corner assert mask.getpixel((expected_width - 5, 5)) == (255, 255, 255) # Bottom-left corner assert mask.getpixel((5, expected_height - 5)) == (255, 255, 255) # Bottom-right corner assert mask.getpixel((expected_width - 5, expected_height - 5)) == (255, 255, 255) # Check center is black (0, 0, 0) center_x = left_padding + (orig_width // 2) center_y = top_padding + (orig_height // 2) assert mask.getpixel((center_x, center_y)) == (0, 0, 0) # Check boundaries # Top edge of center box assert mask.getpixel((left_padding + 10, top_padding)) == (0, 0, 0) # Right edge of center box assert mask.getpixel((left_padding + orig_width - 1, top_padding + 10)) == (0, 0, 0) # Bottom edge of center box assert mask.getpixel((left_padding + 10, top_padding + orig_height - 1)) == (0, 0, 0) # Left edge of center box assert mask.getpixel((left_padding, top_padding + 10)) == (0, 0, 0)