From 7e9360568d112c4df2803a0bbba1442ac21d1d84 Mon Sep 17 00:00:00 2001 From: Paul Hobson Date: Thu, 27 Nov 2014 08:09:41 -0800 Subject: [PATCH 1/8] ENH: Add OffsetNorm and tests Borrows heavily from @Tillsen's solution found on StackOverflow here: http://goo.gl/RPXMYB Used with his permission dicussesd on Github here: https://github.com/matplotlib/matplotlib/pull/3858` --- lib/matplotlib/colors.py | 122 ++++++++++++++++++ lib/matplotlib/tests/test_colors.py | 188 +++++++++++++++++++++++++++- 2 files changed, 307 insertions(+), 3 deletions(-) diff --git a/lib/matplotlib/colors.py b/lib/matplotlib/colors.py index a32826022d9a..44d465963d0c 100644 --- a/lib/matplotlib/colors.py +++ b/lib/matplotlib/colors.py @@ -225,6 +225,7 @@ def rgb2hex(rgb): a = '#%02x%02x%02x' % tuple([int(np.round(val * 255)) for val in rgb[:3]]) return a + hexColorPattern = re.compile("\A#[a-fA-F0-9]{6}\Z") @@ -963,6 +964,127 @@ def scaled(self): return (self.vmin is not None and self.vmax is not None) +class OffsetNorm(Normalize): + """ + A subclass of matplotlib.colors.Normalize. + + Normalizes data into the ``[0.0, 1.0]`` interval. + """ + def __init__(self, vmin=None, vcenter=None, vmax=None, clip=False): + """Normalize data with an offset midpoint + + Useful when mapping data unequally centered around a conceptual + center, e.g., data that range from -2 to 4, with 0 as the midpoint. + + Parameters + ---------- + vmin : optional float + The data value that defines ``0.0`` in the normalized data. + Defaults to the min value of the dataset. + + vcenter : optional float + The data value that defines ``0.5`` in the normalized data. + Defaults to halfway between *vmin* and *vmax*. + + vmax : option float + The data value that defines ``1.0`` in the normalized data. + Defaults to the the max value of the dataset. + + clip : optional bool (default is False) + If *clip* is True, values beyond *vmin* and *vmax* will be set + to ``0.0`` or ``1.0``, respectively. Otherwise, values outside + the ``[0.0, 1.0]`` will be returned. + + Examples + -------- + >>> import matplotlib.colors as mcolors + >>> offset = mcolors.OffsetNorm(vmin=-2., vcenter=0., vmax=4.) + >>> data = [-2., -1., 0., 1., 2., 3., 4.] + >>> offset(data) + array([0., 0.25, 0.5, 0.625, 0.75, 0.875, 1.0]) + + """ + + self.vmin = vmin + self.vcenter = vcenter + self.vmax = vmax + self.clip = clip + + def __call__(self, value, clip=None): + if clip is None: + clip = self.clip + + result, is_scalar = self.process_value(value) + + self.autoscale_None(result) + vmin, vcenter, vmax = self.vmin, self.vcenter, self.vmax + if vmin == vmax == vcenter: + result.fill(0) + elif not vmin <= vcenter <= vmax: + raise ValueError("minvalue must be less than or equal to " + "centervalue which must be less than or " + "equal to maxvalue") + else: + vmin = float(vmin) + vcenter = float(vcenter) + vmax = float(vmax) + if clip: + mask = ma.getmask(result) + result = ma.array(np.clip(result.filled(vmax), vmin, vmax), + mask=mask) + + # ma division is very slow; we can take a shortcut + resdat = result.data + + #First scale to -1 to 1 range, than to from 0 to 1. + resdat -= vcenter + resdat[resdat > 0] /= abs(vmax - vcenter) + resdat[resdat < 0] /= abs(vmin - vcenter) + + resdat /= 2. + resdat += 0.5 + result = np.ma.array(resdat, mask=result.mask, copy=False) + + if is_scalar: + result = result[0] + + return result + + def inverse(self, value): + if not self.scaled(): + raise ValueError("Not invertible until scaled") + + vmin, vcenter, vmax = self.vmin, self.vcenter, self.vmax + vmin = float(self.vmin) + vcenter = float(self.vcenter) + vmax = float(self.vmax) + + if cbook.iterable(value): + val = ma.asarray(value) + val = 2 * (val - 0.5) + val[val > 0] *= abs(vmax - vcenter) + val[val < 0] *= abs(vmin - vcenter) + val += vcenter + return val + else: + val = 2 * (val - 0.5) + if val < 0: + return val * abs(vmin - vcenter) + vcenter + else: + return val * abs(vmax - vcenter) + vcenter + + def autoscale_None(self, A): + ' autoscale only None-valued vmin or vmax' + if self.vmin is None and np.size(A) > 0: + self.vmin = ma.min(A) + + if self.vmax is None and np.size(A) > 0: + self.vmax = ma.max(A) + + if self.vcenter is None: + self.vcenter = (self.vmax + self.vmin) * 0.5 + + class LogNorm(Normalize): """ Normalize a given value to the 0-1 range on a log scale diff --git a/lib/matplotlib/tests/test_colors.py b/lib/matplotlib/tests/test_colors.py index 4b63de5a04c7..d5a7f75a5c9c 100644 --- a/lib/matplotlib/tests/test_colors.py +++ b/lib/matplotlib/tests/test_colors.py @@ -6,6 +6,7 @@ from distutils.version import LooseVersion as V from nose.tools import assert_raises, assert_equal +import nose.tools as nt import numpy as np from numpy.testing.utils import assert_array_equal, assert_array_almost_equal @@ -98,6 +99,182 @@ def test_Normalize(): _mask_tester(norm, vals) +class _base_NormMixin(object): + def test_call(self): + normed_vals = self.norm(self.vals) + assert_array_almost_equal(normed_vals, self.expected) + + def test_inverse(self): + _inverse_tester(self.norm, self.vals) + + def test_scalar(self): + _scalar_tester(self.norm, self.vals) + + def test_mask(self): + _mask_tester(self.norm, self.vals) + + def test_autoscale(self): + norm = self.normclass() + norm.autoscale([10, 20, 30, 40]) + nt.assert_equal(norm.vmin, 10.) + nt.assert_equal(norm.vmax, 40.) + + def test_autoscale_None_vmin(self): + norm = self.normclass(vmin=0, vmax=None) + norm.autoscale_None([1, 2, 3, 4, 5]) + nt.assert_equal(norm.vmin, 0.) + nt.assert_equal(norm.vmax, 5.) + + def test_autoscale_None_vmax(self): + norm = self.normclass(vmin=None, vmax=10) + norm.autoscale_None([1, 2, 3, 4, 5]) + nt.assert_equal(norm.vmin, 1.) + nt.assert_equal(norm.vmax, 10.) + + def test_scale(self): + norm = self.normclass() + nt.assert_false(norm.scaled()) + + norm([1, 2, 3, 4]) + nt.assert_true(norm.scaled()) + + def test_process_value_scalar(self): + res, is_scalar = mcolors.Normalize.process_value(5) + nt.assert_true(is_scalar) + assert_array_equal(res, np.array([5.])) + + def test_process_value_list(self): + res, is_scalar = mcolors.Normalize.process_value([5, 10]) + nt.assert_false(is_scalar) + assert_array_equal(res, np.array([5., 10.])) + + def test_process_value_tuple(self): + res, is_scalar = mcolors.Normalize.process_value((5, 10)) + nt.assert_false(is_scalar) + assert_array_equal(res, np.array([5., 10.])) + + def test_process_value_array(self): + res, is_scalar = mcolors.Normalize.process_value(np.array([5, 10])) + nt.assert_false(is_scalar) + assert_array_equal(res, np.array([5., 10.])) + + +class test_OffsetNorm_Even(_base_NormMixin): + def setup(self): + self.normclass = mcolors.OffsetNorm + self.norm = self.normclass(vmin=-1, vcenter=0, vmax=4) + self.vals = np.array([-1.0, -0.5, 0.0, 1.0, 2.0, 3.0, 4.0]) + self.expected = np.array([0.0, 0.25, 0.5, 0.625, 0.75, 0.875, 1.0]) + + +class test_OffsetNorm_Odd(_base_NormMixin): + def setup(self): + self.normclass = mcolors.OffsetNorm + self.norm = self.normclass(vmin=-2, vcenter=0, vmax=5) + self.vals = np.array([-2.0, -1.0, 0.0, 1.0, 2.0, 3.0, 4.0, 5.0]) + self.expected = np.array([0.0, 0.25, 0.5, 0.6, 0.7, 0.8, 0.9, 1.0]) + + +class test_OffsetNorm_AllNegative(_base_NormMixin): + def setup(self): + self.normclass = mcolors.OffsetNorm + self.norm = self.normclass(vmin=-10, vcenter=-8, vmax=-2) + self.vals = np.array([-10., -9., -8., -6., -4., -2.]) + self.expected = np.array([0.0, 0.25, 0.5, 0.666667, 0.833333, 1.0]) + + +class test_OffsetNorm_AllPositive(_base_NormMixin): + def setup(self): + self.normclass = mcolors.OffsetNorm + self.norm = self.normclass(vmin=0, vcenter=3, vmax=9) + self.vals = np.array([0., 1.5, 3., 4.5, 6.0, 7.5, 9.]) + self.expected = np.array([0.0, 0.25, 0.5, 0.625, 0.75, 0.875, 1.0]) + + +class test_OffsetNorm_NoVs(_base_NormMixin): + def setup(self): + self.normclass = mcolors.OffsetNorm + self.norm = self.normclass(vmin=None, vcenter=None, vmax=None) + self.vals = np.array([-2.0, -1.0, 0.0, 1.0, 2.0, 3.0, 4.0]) + self.expected = np.array([0., 0.16666667, 0.33333333, + 0.5, 0.66666667, 0.83333333, 1.0]) + self.expected_vmin = -2 + self.expected_vcenter = 1 + self.expected_vmax = 4 + + def test_vmin(self): + nt.assert_true(self.norm.vmin is None) + self.norm(self.vals) + nt.assert_equal(self.norm.vmin, self.expected_vmin) + + def test_vcenter(self): + nt.assert_true(self.norm.vcenter is None) + self.norm(self.vals) + nt.assert_equal(self.norm.vcenter, self.expected_vcenter) + + def test_vmax(self): + nt.assert_true(self.norm.vmax is None) + self.norm(self.vals) + nt.assert_equal(self.norm.vmax, self.expected_vmax) + + +class test_OffsetNorm_VminEqualsVcenter(_base_NormMixin): + def setup(self): + self.normclass = mcolors.OffsetNorm + self.norm = self.normclass(vmin=-2, vcenter=-2, vmax=2) + self.vals = np.array([-2.0, -1.0, 0.0, 1.0, 2.0]) + self.expected = np.array([0.5, 0.625, 0.75, 0.875, 1.0]) + + +class test_OffsetNorm_VmaxEqualsVcenter(_base_NormMixin): + def setup(self): + self.normclass = mcolors.OffsetNorm + self.norm = self.normclass(vmin=-2, vcenter=2, vmax=2) + self.vals = np.array([-2.0, -1.0, 0.0, 1.0, 2.0]) + self.expected = np.array([0.0, 0.125, 0.25, 0.375, 0.5]) + + +class test_OffsetNorm_VsAllEqual(_base_NormMixin): + def setup(self): + self.v = 10 + self.normclass = mcolors.OffsetNorm + self.norm = self.normclass(vmin=self.v, vcenter=self.v, vmax=self.v) + self.vals = np.array([-2.0, -1.0, 0.0, 1.0, 2.0]) + self.expected = np.array([0.0, 0.0, 0.0, 0.0, 0.0]) + self.expected_inv = self.expected + self.v + + def test_inverse(self): + assert_array_almost_equal( + self.norm.inverse(self.norm(self.vals)), + self.expected_inv + ) + + +class test_OffsetNorm_Errors(object): + def setup(self): + self.vals = np.arange(50) + + @nt.raises(ValueError) + def test_VminGTVcenter(self): + norm = mcolors.OffsetNorm(vmin=10, vcenter=0, vmax=20) + norm(self.vals) + + @nt.raises(ValueError) + def test_VminGTVmax(self): + norm = mcolors.OffsetNorm(vmin=10, vcenter=0, vmax=5) + norm(self.vals) + + @nt.raises(ValueError) + def test_VcenterGTVmax(self): + norm = mcolors.OffsetNorm(vmin=10, vcenter=25, vmax=20) + norm(self.vals) + + @nt.raises(ValueError) + def test_premature_scaling(self): + norm = mcolors.OffsetNorm() + norm.inverse(np.array([0.1, 0.5, 0.9])) + + def test_SymLogNorm(): """ Test SymLogNorm behavior @@ -216,7 +393,12 @@ def test_cmap_and_norm_from_levels_and_colors2(): 'Wih extend={0!r} and data ' 'value={1!r}'.format(extend, d_val)) - assert_raises(ValueError, mcolors.from_levels_and_colors, levels, colors) + nt.assert_raises( + ValueError, + mcolors.from_levels_and_colors, + levels, + colors + ) def test_rgb_hsv_round_trip(): @@ -246,8 +428,8 @@ def gray_from_float_rgb(): def gray_from_float_rgba(): return mcolors.colorConverter.to_rgba(0.4) - assert_raises(ValueError, gray_from_float_rgb) - assert_raises(ValueError, gray_from_float_rgba) + nt.assert_raises(ValueError, gray_from_float_rgb) + nt.assert_raises(ValueError, gray_from_float_rgba) @image_comparison(baseline_images=['light_source_shading_topo'], From 5e7c187b71d4d0286bf58676d3eb92a268f33083 Mon Sep 17 00:00:00 2001 From: Paul Hobson Date: Sun, 29 Mar 2015 22:41:02 -0700 Subject: [PATCH 2/8] fix OffsetNorm docstring to numpydoc spec --- lib/matplotlib/colors.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/lib/matplotlib/colors.py b/lib/matplotlib/colors.py index 44d465963d0c..b5afc9c01e1d 100644 --- a/lib/matplotlib/colors.py +++ b/lib/matplotlib/colors.py @@ -978,19 +978,19 @@ def __init__(self, vmin=None, vcenter=None, vmax=None, clip=False): Parameters ---------- - vmin : optional float + vmin : float, optional The data value that defines ``0.0`` in the normalized data. Defaults to the min value of the dataset. - vcenter : optional float + vcenter : float, optional The data value that defines ``0.5`` in the normalized data. Defaults to halfway between *vmin* and *vmax*. - vmax : option float + vmax : float, optional The data value that defines ``1.0`` in the normalized data. Defaults to the the max value of the dataset. - clip : optional bool (default is False) + clip : bool, optional (default is False) If *clip* is True, values beyond *vmin* and *vmax* will be set to ``0.0`` or ``1.0``, respectively. Otherwise, values outside the ``[0.0, 1.0]`` will be returned. From 9a0b603f0596d4667aa9a8b5e18a6d1c91e7e017 Mon Sep 17 00:00:00 2001 From: Paul Hobson Date: Sun, 29 Mar 2015 22:57:44 -0700 Subject: [PATCH 3/8] OffsetNorm blurb in whats_new --- doc/users/whats_new.rst | 7 +++++++ 1 file changed, 7 insertions(+) diff --git a/doc/users/whats_new.rst b/doc/users/whats_new.rst index f3dfbb720e89..b30c62d25e2e 100644 --- a/doc/users/whats_new.rst +++ b/doc/users/whats_new.rst @@ -60,6 +60,13 @@ Added a :code:`pivot` kwarg to :func:`~mpl_toolkits.mplot3d.Axes3D.quiver` that controls the pivot point around which the quiver line rotates. This also determines the placement of the arrow head along the quiver line. +Offset Normalizers for Colormaps +```````````````````````````````` +Paul Hobson/Geosyntec Consultants added a new :class:`matplotlib.colors.OffsetNorm` +class with the help of Till Stensitzki. This is particularly useful when using a +diverging colormap on data that are asymetrically centered around a logical value +(e.g., 0 when data range from -2 to 4). + New backend selection --------------------- From fd9e62480a52354bdfe20cc4ac2931ae963960cd Mon Sep 17 00:00:00 2001 From: Paul Hobson Date: Sat, 6 Jun 2015 00:26:41 -0700 Subject: [PATCH 4/8] removed OffsetNorm.inverse method This will allow the ticks of colors to be spaced as desired. Also simplified the math per the brilliant @joferkington http://stackoverflow.com/a/20146989/1552748 --- lib/matplotlib/colors.py | 36 ++---------------------------------- 1 file changed, 2 insertions(+), 34 deletions(-) diff --git a/lib/matplotlib/colors.py b/lib/matplotlib/colors.py index b5afc9c01e1d..13a56eff336d 100644 --- a/lib/matplotlib/colors.py +++ b/lib/matplotlib/colors.py @@ -1033,46 +1033,14 @@ def __call__(self, value, clip=None): result = ma.array(np.clip(result.filled(vmax), vmin, vmax), mask=mask) - # ma division is very slow; we can take a shortcut - resdat = result.data - - #First scale to -1 to 1 range, than to from 0 to 1. - resdat -= vcenter - resdat[resdat > 0] /= abs(vmax - vcenter) - resdat[resdat < 0] /= abs(vmin - vcenter) - - resdat /= 2. - resdat += 0.5 - result = np.ma.array(resdat, mask=result.mask, copy=False) + x, y = [vmin, vcenter, vmax], [0, 0.5, 1] + result = np.ma.masked_array(np.interp(value, x, y)) if is_scalar: result = result[0] return result - def inverse(self, value): - if not self.scaled(): - raise ValueError("Not invertible until scaled") - - vmin, vcenter, vmax = self.vmin, self.vcenter, self.vmax - vmin = float(self.vmin) - vcenter = float(self.vcenter) - vmax = float(self.vmax) - - if cbook.iterable(value): - val = ma.asarray(value) - val = 2 * (val - 0.5) - val[val > 0] *= abs(vmax - vcenter) - val[val < 0] *= abs(vmin - vcenter) - val += vcenter - return val - else: - val = 2 * (val - 0.5) - if val < 0: - return val * abs(vmin - vcenter) + vcenter - else: - return val * abs(vmax - vcenter) + vcenter - def autoscale_None(self, A): ' autoscale only None-valued vmin or vmax' if self.vmin is None and np.size(A) > 0: From 633505d42d3e3b3d6db3c464b4b9718fe55b6380 Mon Sep 17 00:00:00 2001 From: Paul Hobson Date: Sat, 6 Jun 2015 00:34:39 -0700 Subject: [PATCH 5/8] attempting to create a baseline image couldn't actually run the test suite b/c python iesn't installed as a framework. --- .../test_colors/test_offset_norm.png | 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zA{O01e?~r>UNx*~^_(oq5z6;BLfg>;nL$1v6*#R)b zdIL#3twK!WA(a*Q4~5N&q*j6SoG`;8^CvL&jN@yek%y!FrIsJd>1d%a5E*YTKh;Xk z%Bsw&VHJ)}tws#6f(y~;#{Oa&F+8Rl2YkTGn15=fD|0b#N_5mzZ}s@O*MwqUYS#ml>jiy?+s>a91XPBftJUj$= zKLNRJ^R2zkQwcd83hJzv%N7^D*=xi6jxz?b*b)Z&g}roI3) zgFs@PC92gIV-gIetDS+3>ycboT12cS(MChxlT+HsBmenKfozV$!_6r~o95lS5ukBs z(KrZzbif7ECBF0W*Dnj`@{5TANb(CB{qyb%pued9U;cwS0FVYQgrL98zN~<~{QLi3 fh53KSrUw#FJZEf61>@ou)`|;%`BWyT Date: Sun, 7 Jun 2015 23:56:40 -0700 Subject: [PATCH 6/8] fix bad indexing when returning a scalar --- lib/matplotlib/colors.py | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/lib/matplotlib/colors.py b/lib/matplotlib/colors.py index 13a56eff336d..c79d453d262c 100644 --- a/lib/matplotlib/colors.py +++ b/lib/matplotlib/colors.py @@ -1034,11 +1034,9 @@ def __call__(self, value, clip=None): mask=mask) x, y = [vmin, vcenter, vmax], [0, 0.5, 1] + # returns a scalar if shape == (1,) result = np.ma.masked_array(np.interp(value, x, y)) - if is_scalar: - result = 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zA{O01e?~r>UNx*~^_(oq5z6;BLfg>;nL$1v6*#R)b zdIL#3twK!WA(a*Q4~5N&q*j6SoG`;8^CvL&jN@yek%y!FrIsJd>1d%a5E*YTKh;Xk z%Bsw&VHJ)}tws#6f(y~;#{Oa&F+8Rl2YkTGn15=fD|0b#N_5mzZ}s@O*MwqUYS#ml>jiy?+s>a91XPBftJUj$= zKLNRJ^R2zkQwcd83hJzv%N7^D*=xi6jxz?b*b)Z&g}roI3) zgFs@PC92gIV-gIetDS+3>ycboT12cS(MChxlT+HsBmenKfozV$!_6r~o95lS5ukBs z(KrZzbif7ECBF0W*Dnj`@{5TANb(CB{qyb%pued9U;cwS0FVYQgrL98zN~<~{QLi3 fh53KSrUw#FJZEf61>@ou)`|;%`BWyT Date: Sun, 7 Jun 2015 23:57:44 -0700 Subject: [PATCH 8/8] refactor tests a bit to handle non-invertable Norms --- lib/matplotlib/tests/test_colors.py | 28 +++++++++++++++++----------- 1 file changed, 17 insertions(+), 11 deletions(-) diff --git a/lib/matplotlib/tests/test_colors.py b/lib/matplotlib/tests/test_colors.py index e0921f1de2ae..a04076741f14 100644 --- a/lib/matplotlib/tests/test_colors.py +++ b/lib/matplotlib/tests/test_colors.py @@ -99,13 +99,16 @@ def test_Normalize(): _mask_tester(norm, vals) -class _base_NormMixin(object): +class BaseNormMixin(object): def test_call(self): normed_vals = self.norm(self.vals) assert_array_almost_equal(normed_vals, self.expected) def test_inverse(self): - _inverse_tester(self.norm, self.vals) + if self.test_inverse: + _inverse_tester(self.norm, self.vals) + else: + pass def test_scalar(self): _scalar_tester(self.norm, self.vals) @@ -159,15 +162,18 @@ def test_process_value_array(self): assert_array_equal(res, np.array([5., 10.])) -class test_OffsetNorm_Even(_base_NormMixin): +class BaseOffsetNorm(BaseNormMixin): + normclass = mcolors.OffsetNorm + test_inverse = False + +class test_OffsetNorm_Even(BaseOffsetNorm): def setup(self): - self.normclass = mcolors.OffsetNorm self.norm = self.normclass(vmin=-1, vcenter=0, vmax=4) self.vals = np.array([-1.0, -0.5, 0.0, 1.0, 2.0, 3.0, 4.0]) self.expected = np.array([0.0, 0.25, 0.5, 0.625, 0.75, 0.875, 1.0]) -class test_OffsetNorm_Odd(_base_NormMixin): +class test_OffsetNorm_Odd(BaseOffsetNorm): def setup(self): self.normclass = mcolors.OffsetNorm self.norm = self.normclass(vmin=-2, vcenter=0, vmax=5) @@ -175,7 +181,7 @@ def setup(self): self.expected = np.array([0.0, 0.25, 0.5, 0.6, 0.7, 0.8, 0.9, 1.0]) -class test_OffsetNorm_AllNegative(_base_NormMixin): +class test_OffsetNorm_AllNegative(BaseOffsetNorm): def setup(self): self.normclass = mcolors.OffsetNorm self.norm = self.normclass(vmin=-10, vcenter=-8, vmax=-2) @@ -183,7 +189,7 @@ def setup(self): self.expected = np.array([0.0, 0.25, 0.5, 0.666667, 0.833333, 1.0]) -class test_OffsetNorm_AllPositive(_base_NormMixin): +class test_OffsetNorm_AllPositive(BaseOffsetNorm): def setup(self): self.normclass = mcolors.OffsetNorm self.norm = self.normclass(vmin=0, vcenter=3, vmax=9) @@ -191,7 +197,7 @@ def setup(self): self.expected = np.array([0.0, 0.25, 0.5, 0.625, 0.75, 0.875, 1.0]) -class test_OffsetNorm_NoVs(_base_NormMixin): +class test_OffsetNorm_NoVs(BaseOffsetNorm): def setup(self): self.normclass = mcolors.OffsetNorm self.norm = self.normclass(vmin=None, vcenter=None, vmax=None) @@ -218,7 +224,7 @@ def test_vmax(self): nt.assert_equal(self.norm.vmax, self.expected_vmax) -class test_OffsetNorm_VminEqualsVcenter(_base_NormMixin): +class test_OffsetNorm_VminEqualsVcenter(BaseOffsetNorm): def setup(self): self.normclass = mcolors.OffsetNorm self.norm = self.normclass(vmin=-2, vcenter=-2, vmax=2) @@ -226,7 +232,7 @@ def setup(self): self.expected = np.array([0.5, 0.625, 0.75, 0.875, 1.0]) -class test_OffsetNorm_VmaxEqualsVcenter(_base_NormMixin): +class test_OffsetNorm_VmaxEqualsVcenter(BaseOffsetNorm): def setup(self): self.normclass = mcolors.OffsetNorm self.norm = self.normclass(vmin=-2, vcenter=2, vmax=2) @@ -234,7 +240,7 @@ def setup(self): self.expected = np.array([0.0, 0.125, 0.25, 0.375, 0.5]) -class test_OffsetNorm_VsAllEqual(_base_NormMixin): +class test_OffsetNorm_VsAllEqual(BaseOffsetNorm): def setup(self): self.v = 10 self.normclass = mcolors.OffsetNorm