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Merge pull request #7891 from radarhere/kmeans
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Raise ValueError if kmeans is negative
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mergify[bot] committed Mar 22, 2024
2 parents 0c73db3 + 47040c7 commit 759630f
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Showing 3 changed files with 20 additions and 3 deletions.
13 changes: 13 additions & 0 deletions Tests/test_image_quantize.py
Original file line number Diff line number Diff line change
Expand Up @@ -94,6 +94,19 @@ def test_quantize_dither_diff() -> None:
assert dither.tobytes() != nodither.tobytes()


@pytest.mark.parametrize(
"method", (Image.Quantize.MEDIANCUT, Image.Quantize.MAXCOVERAGE)
)
def test_quantize_kmeans(method) -> 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
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6 changes: 5 additions & 1 deletion src/PIL/Image.py
Original file line number Diff line number Diff line change
Expand Up @@ -1141,7 +1141,7 @@ def quantize(
The exception to this is RGBA images. :data:`Quantize.MEDIANCUT`
and :data:`Quantize.MAXCOVERAGE` do not support RGBA images, so
:data:`Quantize.FASTOCTREE` is used by default instead.
:param kmeans: Integer
:param kmeans: Integer greater than or equal to zero.
:param palette: Quantize to the palette of given
:py:class:`PIL.Image.Image`.
:param dither: Dithering method, used when converting from
Expand Down Expand Up @@ -1184,6 +1184,10 @@ def quantize(
new_im.palette = palette.palette.copy()
return new_im

if kmeans < 0:
msg = "kmeans must not be negative"
raise ValueError(msg)

im = self._new(self.im.quantize(colors, method, kmeans))

from . import ImagePalette
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4 changes: 2 additions & 2 deletions src/libImaging/Quant.c
Original file line number Diff line number Diff line change
Expand Up @@ -1471,7 +1471,7 @@ quantize(
fflush(stdout);
timer = clock();
#endif
if (kmeans) {
if (kmeans > 0) {
k_means(pixelData, nPixels, p, nPaletteEntries, qp, kmeans - 1);
}
#ifndef NO_OUTPUT
Expand Down Expand Up @@ -1627,7 +1627,7 @@ quantize2(
pixelData, nPixels, p, nQuantPixels, avgDist, avgDistSortKey, qp)) {
goto error_4;
}
if (kmeans) {
if (kmeans > 0) {
k_means(pixelData, nPixels, p, nQuantPixels, qp, kmeans - 1);
}

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