def shape_cube_lg2(
function,
min_exposure=-6.5,
max_exposure=6.5,
middle_grey=0.18,
shaper_size=2**14 - 1,
cube_size=33,
name=None,
):
# 1D shaper
domain = middle_grey * 2**np.array([min_exposure, max_exposure])
shaper_lut = LUT1D(domain=domain, size=shaper_size)
shaper_lut.name = "{0} - Shaper".format(name) if name else "Shaper"
shaper_lut.table = log_encoding_Log2(
shaper_lut.table,
middle_grey=middle_grey,
min_exposure=min_exposure,
max_exposure=max_exposure,
)
# 3D cube
shaped_cube = LUT3D(size=cube_size, name=name)
shaped_cube.table = log_decoding_Log2(
shaped_cube.table,
middle_grey=middle_grey,
min_exposure=min_exposure,
max_exposure=max_exposure,
)
shaped_cube.table = function(shaped_cube.table)
# Concatenate 1D shaper + 3D lut
lut1d3d = LUTSequence(shaper_lut, shaped_cube)
return lut1d3d
def generate_lut1d3d(self, size=33, shaper_size=2**14):
shaper_to_lin = partial(
log_decoding_Log2,
middle_grey=self.middle_grey_in,
min_exposure=self.ev_below_middle_grey,
max_exposure=self.ev_above_middle_grey,
)
lin_to_shaper = partial(
log_encoding_Log2,
middle_grey=self.middle_grey_in,
min_exposure=self.ev_below_middle_grey,
max_exposure=self.ev_above_middle_grey,
)
shaper = LUT1D(
size=shaper_size,
name=f"{self.name} -- Shaper",
domain=shaper_to_lin([0.0, 1.0]),
comments=[
f"{'Min Exposure:':<20}{self.ev_below_middle_grey}",
f"{'Max Exposure:':<20}{self.ev_above_middle_grey}",
f"{'Middle Grey:':<20}{self.middle_grey_in}",
],
)
shaper.table = lin_to_shaper(shaper.table)
cube = LUT3D(
size=size,
name=self.name,
comments=self.comments,
)
cube.table = self._apply_shaped(cube.table)
return LUTSequence(shaper, cube)
def test_write_LUT_IridasCube(self):
"""
Tests :func:`colour.io.luts.iridas_cube.write_LUT_IridasCube`
definition.
"""
LUT_1_r = read_LUT_IridasCube(
os.path.join(LUTS_DIRECTORY, 'ACES_Proxy_10_to_ACES.cube'))
write_LUT_IridasCube(
LUT_1_r,
os.path.join(self._temporary_directory,
'ACES_Proxy_10_to_ACES.cube'))
LUT_1_t = read_LUT_IridasCube(
os.path.join(self._temporary_directory,
'ACES_Proxy_10_to_ACES.cube'))
self.assertEqual(LUT_1_r, LUT_1_t)
write_LUT_IridasCube(
LUTSequence(LUT_1_r),
os.path.join(self._temporary_directory,
'ACES_Proxy_10_to_ACES.cube'))
self.assertEqual(LUT_1_r, LUT_1_t)
LUT_2_r = read_LUT_IridasCube(os.path.join(LUTS_DIRECTORY,
'Demo.cube'))
write_LUT_IridasCube(
LUT_2_r, os.path.join(self._temporary_directory, 'Demo.cube'))
LUT_2_t = read_LUT_IridasCube(
os.path.join(self._temporary_directory, 'Demo.cube'))
self.assertEqual(LUT_2_r, LUT_2_t)
self.assertListEqual(LUT_2_r.comments, LUT_2_t.comments)
LUT_3_r = read_LUT_IridasCube(
os.path.join(LUTS_DIRECTORY, 'Three_Dimensional_Table.cube'))
write_LUT_IridasCube(
LUT_3_r,
os.path.join(self._temporary_directory,
'Three_Dimensional_Table.cube'))
LUT_3_t = read_LUT_IridasCube(
os.path.join(self._temporary_directory,
'Three_Dimensional_Table.cube'))
self.assertEqual(LUT_3_r, LUT_3_t)
LUT_4_r = read_LUT_IridasCube(
os.path.join(LUTS_DIRECTORY, 'ACES_Proxy_10_to_ACES.cube'))
write_LUT_IridasCube(
LUT_4_r.as_LUT(LUT1D, force_conversion=True),
os.path.join(self._temporary_directory,
'ACES_Proxy_10_to_ACES.cube'))
LUT_4_t = read_LUT_IridasCube(
os.path.join(self._temporary_directory,
'ACES_Proxy_10_to_ACES.cube'))
self.assertEqual(LUT_4_r, LUT_4_t)
def test_write_LUT(self):
"""Test :func:`colour.io.luts.__init__.write_LUT` definition."""
LUT_1_r = read_LUT(
os.path.join(LUTS_DIRECTORY, "sony_spi1d", "eotf_sRGB_1D.spi1d"))
write_LUT(
LUT_1_r,
os.path.join(self._temporary_directory, "eotf_sRGB_1D.spi1d"),
)
LUT_1_t = read_LUT(
os.path.join(self._temporary_directory, "eotf_sRGB_1D.spi1d"))
self.assertEqual(LUT_1_r, LUT_1_t)
write_LUT(
LUTSequence(LUT_1_r),
os.path.join(self._temporary_directory, "eotf_sRGB_1D.spi1d"),
)
self.assertEqual(LUT_1_r, LUT_1_t)
LUT_2_r = read_LUT(
os.path.join(
LUTS_DIRECTORY,
"resolve_cube",
"Three_Dimensional_Table_With_Shaper.cube",
))
write_LUT(
LUT_2_r,
os.path.join(
self._temporary_directory,
"Three_Dimensional_Table_With_Shaper.cube",
),
)
LUT_2_t = read_LUT(
os.path.join(
self._temporary_directory,
"Three_Dimensional_Table_With_Shaper.cube",
))
self.assertEqual(LUT_2_r, LUT_2_t)
def test_write_LUT_SonySPI3D(self):
"""
Tests :func:`colour.io.luts.sony_spi3d.write_LUT_SonySPI3D` definition.
"""
LUT_r = read_LUT_SonySPI3D(
os.path.join(LUTS_DIRECTORY, 'Colour_Correct.spi3d'))
write_LUT_SonySPI3D(
LUT_r,
os.path.join(self._temporary_directory, 'Colour_Correct.spi3d'))
LUT_t = read_LUT_SonySPI3D(
os.path.join(self._temporary_directory, 'Colour_Correct.spi3d'))
self.assertEqual(LUT_r, LUT_t)
write_LUT_SonySPI3D(
LUTSequence(LUT_r),
os.path.join(self._temporary_directory, 'Colour_Correct.spi3d'))
self.assertEqual(LUT_r, LUT_t)
def test_write_LUT_SonySPI1D(self):
"""
Tests :func:`colour.io.luts.sony_spi1d.write_LUT_SonySPI1D` definition.
"""
LUT_1_r = read_LUT_SonySPI1D(
os.path.join(LUTS_DIRECTORY, 'oetf_reverse_sRGB_1D.spi1d'))
write_LUT_SonySPI1D(
LUT_1_r,
os.path.join(self._temporary_directory,
'oetf_reverse_sRGB_1D.spi1d'))
LUT_1_t = read_LUT_SonySPI1D(
os.path.join(self._temporary_directory,
'oetf_reverse_sRGB_1D.spi1d'))
self.assertEqual(LUT_1_r, LUT_1_t)
write_LUT_SonySPI1D(
LUTSequence(LUT_1_r),
os.path.join(self._temporary_directory,
'oetf_reverse_sRGB_1D.spi1d'))
self.assertEqual(LUT_1_r, LUT_1_t)
LUT_2_r = read_LUT_SonySPI1D(
os.path.join(LUTS_DIRECTORY, 'oetf_reverse_sRGB_2D.spi1d'))
write_LUT_SonySPI1D(
LUT_2_r,
os.path.join(self._temporary_directory,
'oetf_reverse_sRGB_2D.spi1d'))
LUT_2_t = read_LUT_SonySPI1D(
os.path.join(self._temporary_directory,
'oetf_reverse_sRGB_2D.spi1d'))
self.assertEqual(LUT_2_r, LUT_2_t)
self.assertListEqual(LUT_2_r.comments, LUT_2_t.comments)
def generate_clf(self, size=33):
cube = LUT3D(size=size, name=self.name, comments=self.comments)
radiometric_minimum = 0.18 * spow(2, self.ev_below_middle_grey)
shaper = Range(
min_in_value=radiometric_minimum,
max_in_value=self.radiometric_maximum,
min_out_value=0,
max_out_value=1,
no_clamp=not self.gamut_clip,
name=f"{self.name} -- shaper",
)
inv_shaper = Range(
min_in_value=0,
max_in_value=1,
min_out_value=radiometric_minimum,
max_out_value=self.radiometric_maximum,
no_clamp=not self.gamut_clip,
)
cube.table = inv_shaper.apply(cube.table)
cube.table = self.apply(cube.table)
return LUTSequence(shaper, cube)
def test_write_LUT_Cinespace(self):
"""
Tests :func:`colour.io.luts.cinespace_csp.write_LUT_Cinespace`
definition.
"""
LUT_1_r = read_LUT_Cinespace(
os.path.join(LUTS_DIRECTORY, 'ACES_Proxy_10_to_ACES.csp'))
write_LUT_Cinespace(
LUT_1_r,
os.path.join(self._temporary_directory,
'ACES_Proxy_10_to_ACES.csp'))
LUT_1_t = read_LUT_Cinespace(
os.path.join(self._temporary_directory,
'ACES_Proxy_10_to_ACES.csp'))
self.assertEqual(LUT_1_r, LUT_1_t)
self.assertEqual(LUT_1_r, LUT_1_t)
LUT_2_r = read_LUT_Cinespace(os.path.join(LUTS_DIRECTORY, 'Demo.csp'))
write_LUT_Cinespace(
LUT_2_r, os.path.join(self._temporary_directory, 'Demo.csp'))
LUT_2_t = read_LUT_Cinespace(
os.path.join(self._temporary_directory, 'Demo.csp'))
self.assertEqual(LUT_2_r, LUT_2_t)
self.assertListEqual(LUT_2_r.comments, LUT_2_t.comments)
LUT_3_r = read_LUT_Cinespace(
os.path.join(LUTS_DIRECTORY, 'ThreeDimensionalTable.csp'))
write_LUT_Cinespace(
LUT_3_r,
os.path.join(self._temporary_directory,
'ThreeDimensionalTable.csp'))
LUT_3_t = read_LUT_Cinespace(
os.path.join(self._temporary_directory,
'ThreeDimensionalTable.csp'))
self.assertEqual(LUT_3_r, LUT_3_t)
write_LUT_Cinespace(
LUTSequence(LUT_1_r, LUT_3_r),
os.path.join(self._temporary_directory, 'test_sequence.csp'))
r = np.array([0.0, 0.1, 0.2, 0.4, 0.8, 1.2])
g = np.array([-0.1, 0.5, 1.0, np.nan, np.nan, np.nan])
b = np.array([-1.0, -0.5, 0.0, 0.5, 1.0, np.nan])
domain = tstack((r, g, b))
LUT_4_t = LUT3x1D(domain=domain, table=domain * 2)
write_LUT_Cinespace(
LUT_4_t,
os.path.join(self._temporary_directory, 'ragged_domain.csp'))
LUT_4_r = read_LUT_Cinespace(
os.path.join(self._temporary_directory, 'ragged_domain.csp'))
np.testing.assert_almost_equal(LUT_4_t.domain, LUT_4_r.domain)
np.testing.assert_almost_equal(LUT_4_t.table, LUT_4_r.table, decimal=6)
def test_write_LUT_SonySPI3D(self):
"""
Tests :func:`colour.io.luts.sony_spi3d.write_LUT_SonySPI3D` definition.
"""
LUT_r = read_LUT_SonySPI3D(
os.path.join(LUTS_DIRECTORY, 'Colour_Correct.spi3d'))
write_LUT_SonySPI3D(
LUT_r,
os.path.join(self._temporary_directory, 'Colour_Correct.spi3d'))
LUT_t = read_LUT_SonySPI3D(
os.path.join(self._temporary_directory, 'Colour_Correct.spi3d'))
self.assertEqual(LUT_r, LUT_t)
write_LUT_SonySPI3D(
LUTSequence(LUT_r),
os.path.join(self._temporary_directory, 'Colour_Correct.spi3d'))
self.assertEqual(LUT_r, LUT_t)
# Test for proper indexes sequentiality.
path = os.path.join(self._temporary_directory, 'Size_10_Indexes.spi3d')
write_LUT_SonySPI3D(LUT3D(size=10), path)
indexes = []
with open(path) as spi3d_file:
lines = filter(None,
(line.strip() for line in spi3d_file.readlines()))
for line in lines:
if line.startswith('#'):
continue
tokens = line.split()
if len(tokens) == 6:
indexes.append(parse_array(tokens[:3], DEFAULT_INT_DTYPE))
np.testing.assert_array_equal(
as_int_array(indexes)[:200, ...],
np.array([
[0, 0, 0],
[0, 0, 1],
[0, 0, 2],
[0, 0, 3],
[0, 0, 4],
[0, 0, 5],
[0, 0, 6],
[0, 0, 7],
[0, 0, 8],
[0, 0, 9],
[0, 1, 0],
[0, 1, 1],
[0, 1, 2],
[0, 1, 3],
[0, 1, 4],
[0, 1, 5],
[0, 1, 6],
[0, 1, 7],
[0, 1, 8],
[0, 1, 9],
[0, 2, 0],
[0, 2, 1],
[0, 2, 2],
[0, 2, 3],
[0, 2, 4],
[0, 2, 5],
[0, 2, 6],
[0, 2, 7],
[0, 2, 8],
[0, 2, 9],
[0, 3, 0],
[0, 3, 1],
[0, 3, 2],
[0, 3, 3],
[0, 3, 4],
[0, 3, 5],
[0, 3, 6],
[0, 3, 7],
[0, 3, 8],
[0, 3, 9],
[0, 4, 0],
[0, 4, 1],
[0, 4, 2],
[0, 4, 3],
[0, 4, 4],
[0, 4, 5],
[0, 4, 6],
[0, 4, 7],
[0, 4, 8],
[0, 4, 9],
[0, 5, 0],
[0, 5, 1],
[0, 5, 2],
[0, 5, 3],
[0, 5, 4],
[0, 5, 5],
[0, 5, 6],
[0, 5, 7],
[0, 5, 8],
[0, 5, 9],
[0, 6, 0],
[0, 6, 1],
[0, 6, 2],
[0, 6, 3],
[0, 6, 4],
[0, 6, 5],
[0, 6, 6],
[0, 6, 7],
[0, 6, 8],
[0, 6, 9],
[0, 7, 0],
[0, 7, 1],
[0, 7, 2],
[0, 7, 3],
[0, 7, 4],
[0, 7, 5],
[0, 7, 6],
[0, 7, 7],
[0, 7, 8],
[0, 7, 9],
[0, 8, 0],
[0, 8, 1],
[0, 8, 2],
[0, 8, 3],
[0, 8, 4],
[0, 8, 5],
[0, 8, 6],
[0, 8, 7],
[0, 8, 8],
[0, 8, 9],
[0, 9, 0],
[0, 9, 1],
[0, 9, 2],
[0, 9, 3],
[0, 9, 4],
[0, 9, 5],
[0, 9, 6],
[0, 9, 7],
[0, 9, 8],
[0, 9, 9],
[1, 0, 0],
[1, 0, 1],
[1, 0, 2],
[1, 0, 3],
[1, 0, 4],
[1, 0, 5],
[1, 0, 6],
[1, 0, 7],
[1, 0, 8],
[1, 0, 9],
[1, 1, 0],
[1, 1, 1],
[1, 1, 2],
[1, 1, 3],
[1, 1, 4],
[1, 1, 5],
[1, 1, 6],
[1, 1, 7],
[1, 1, 8],
[1, 1, 9],
[1, 2, 0],
[1, 2, 1],
[1, 2, 2],
[1, 2, 3],
[1, 2, 4],
[1, 2, 5],
[1, 2, 6],
[1, 2, 7],
[1, 2, 8],
[1, 2, 9],
[1, 3, 0],
[1, 3, 1],
[1, 3, 2],
[1, 3, 3],
[1, 3, 4],
[1, 3, 5],
[1, 3, 6],
[1, 3, 7],
[1, 3, 8],
[1, 3, 9],
[1, 4, 0],
[1, 4, 1],
[1, 4, 2],
[1, 4, 3],
[1, 4, 4],
[1, 4, 5],
[1, 4, 6],
[1, 4, 7],
[1, 4, 8],
[1, 4, 9],
[1, 5, 0],
[1, 5, 1],
[1, 5, 2],
[1, 5, 3],
[1, 5, 4],
[1, 5, 5],
[1, 5, 6],
[1, 5, 7],
[1, 5, 8],
[1, 5, 9],
[1, 6, 0],
[1, 6, 1],
[1, 6, 2],
[1, 6, 3],
[1, 6, 4],
[1, 6, 5],
[1, 6, 6],
[1, 6, 7],
[1, 6, 8],
[1, 6, 9],
[1, 7, 0],
[1, 7, 1],
[1, 7, 2],
[1, 7, 3],
[1, 7, 4],
[1, 7, 5],
[1, 7, 6],
[1, 7, 7],
[1, 7, 8],
[1, 7, 9],
[1, 8, 0],
[1, 8, 1],
[1, 8, 2],
[1, 8, 3],
[1, 8, 4],
[1, 8, 5],
[1, 8, 6],
[1, 8, 7],
[1, 8, 8],
[1, 8, 9],
[1, 9, 0],
[1, 9, 1],
[1, 9, 2],
[1, 9, 3],
[1, 9, 4],
[1, 9, 5],
[1, 9, 6],
[1, 9, 7],
[1, 9, 8],
[1, 9, 9],
]))
