from __future__ import annotations import pytest from packaging.version import parse as parse_version from PIL import Image, features from .helper import assert_image_similar, hopper, is_ppc64le, skip_unless_feature def test_sanity() -> None: image = hopper() converted = image.quantize() assert converted.mode == "P" assert_image_similar(converted.convert("RGB"), image, 10) image = hopper() converted = image.quantize(palette=hopper("P")) assert converted.mode == "P" assert_image_similar(converted.convert("RGB"), image, 60) @skip_unless_feature("libimagequant") def test_libimagequant_quantize() -> None: image = hopper() if is_ppc64le(): version = features.version_feature("libimagequant") assert version is not None if parse_version(version) < parse_version("4"): pytest.skip("Fails with libimagequant earlier than 4.0.0 on ppc64le") converted = image.quantize(100, Image.Quantize.LIBIMAGEQUANT) assert converted.mode == "P" assert_image_similar(converted.convert("RGB"), image, 15) colors = converted.getcolors() assert colors is not None assert len(colors) == 100 def test_octree_quantize() -> None: image = hopper() converted = image.quantize(100, Image.Quantize.FASTOCTREE) assert converted.mode == "P" assert_image_similar(converted.convert("RGB"), image, 20) colors = converted.getcolors() assert colors is not None assert len(colors) == 100 def test_rgba_quantize() -> None: image = hopper("RGBA") with pytest.raises(ValueError): image.quantize(method=0) assert image.quantize().convert().mode == "RGBA" def test_quantize() -> None: with Image.open("Tests/images/caption_6_33_22.png") as image: converted = image.convert("RGB") converted = converted.quantize() assert converted.mode == "P" assert_image_similar(converted.convert("RGB"), image, 1) def test_quantize_no_dither() -> None: palette: Image.Image with Image.open("Tests/images/caption_6_33_22.png") as palette: palette = palette.convert("P") converted = hopper().quantize(dither=Image.Dither.NONE, palette=palette) assert converted.mode == "P" assert converted.palette is not None assert palette.palette is not None assert converted.palette.palette == palette.palette.palette def test_quantize_no_dither2() -> None: im = Image.new("RGB", (9, 1)) im.putdata([(p,) * 3 for p in range(0, 36, 4)]) palette = Image.new("P", (1, 1)) data = (0, 0, 0, 32, 32, 32) palette.putpalette(data) quantized = im.quantize(dither=Image.Dither.NONE, palette=palette) assert quantized.palette is not None assert tuple(quantized.palette.palette) == data px = quantized.load() assert px is not None for x in range(9): assert px[x, 0] == (0 if x < 5 else 1) def test_quantize_dither_diff() -> None: image = hopper() with Image.open("Tests/images/caption_6_33_22.png") as im: palette = im.convert("P") dither = image.quantize(dither=Image.Dither.FLOYDSTEINBERG, palette=palette) nodither = image.quantize(dither=Image.Dither.NONE, palette=palette) assert dither.tobytes() != nodither.tobytes() @pytest.mark.parametrize( "method", (Image.Quantize.MEDIANCUT, Image.Quantize.MAXCOVERAGE) ) def test_quantize_kmeans(method: Image.Quantize) -> None: im = hopper() no_kmeans = im.quantize(kmeans=0, method=method) kmeans = im.quantize(kmeans=1, method=method) assert kmeans.tobytes() != no_kmeans.tobytes() with pytest.raises(ValueError): im.quantize(kmeans=-1, method=method) def test_colors() -> None: im = hopper() colors = 2 converted = im.quantize(colors) assert converted.palette is not None assert len(converted.palette.palette) == colors * len("RGB") def test_transparent_colors_equal() -> None: im = Image.new("RGBA", (1, 2), (0, 0, 0, 0)) px = im.load() assert px is not None px[0, 1] = (255, 255, 255, 0) converted = im.quantize() converted_px = converted.load() assert converted_px is not None assert converted_px[0, 0] == converted_px[0, 1] @pytest.mark.parametrize( "method, color", ( (Image.Quantize.MEDIANCUT, (0, 0, 0)), (Image.Quantize.MAXCOVERAGE, (0, 0, 0)), (Image.Quantize.FASTOCTREE, (0, 0, 0)), (Image.Quantize.FASTOCTREE, (0, 0, 0, 0)), ), ) def test_palette(method: Image.Quantize, color: tuple[int, ...]) -> None: im = Image.new("RGBA" if len(color) == 4 else "RGB", (1, 1), color) converted = im.quantize(method=method) converted_px = converted.load() assert converted_px is not None assert converted.palette is not None assert converted_px[0, 0] == converted.palette.colors[color] def test_small_palette() -> None: # Arrange im = hopper() colors = (255, 0, 0, 0, 0, 255) p = Image.new("P", (1, 1)) p.putpalette(colors) # Act im = im.quantize(palette=p) # Assert quantized_colors = im.getcolors() assert quantized_colors is not None assert len(quantized_colors) == 2