From 907f78dbf959c0609ab484c59e840eea3eafee31 Mon Sep 17 00:00:00 2001 From: Jakub Klus Date: Wed, 10 Aug 2022 21:46:56 +0200 Subject: [PATCH 1/2] Curved polar errorbars - uses _interpolation_steps - prefers transform MarkerStyle in init over _transform property - adjusted what's new - added more tests for overlapping, asymmetric and long errorbars - combine all tests to a single figure - remove overlappnig since it does not work same on all platforms - rework test figure, add overlapping, might work by avoiding grid - update what's new with image and link to example --- .../next_whats_new/polar_errorbar_caps.rst | 7 ++++ .../pie_and_polar_charts/polar_error_caps.py | 26 +++++++++++++ lib/matplotlib/axes/_axes.py | 36 +++++++++++++----- .../test_axes/mixed_errorbar_polar_caps.png | Bin 0 -> 83586 bytes lib/matplotlib/tests/test_axes.py | 35 +++++++++++++++++ 5 files changed, 95 insertions(+), 9 deletions(-) create mode 100644 doc/users/next_whats_new/polar_errorbar_caps.rst create mode 100644 examples/pie_and_polar_charts/polar_error_caps.py create mode 100644 lib/matplotlib/tests/baseline_images/test_axes/mixed_errorbar_polar_caps.png diff --git a/doc/users/next_whats_new/polar_errorbar_caps.rst b/doc/users/next_whats_new/polar_errorbar_caps.rst new file mode 100644 index 000000000000..1066a2aaaf11 --- /dev/null +++ b/doc/users/next_whats_new/polar_errorbar_caps.rst @@ -0,0 +1,7 @@ +Fixed errorbars in polar plots +------------------------------ +Caps and error lines are now drawn with respect to polar coordinates, +when plotting errorbars on polar plots. + +.. figure:: /gallery/pie_and_polar_charts/images/sphx_glr_polar_error_caps_001.png + :target: ../../gallery/pie_and_polar_charts/polar_error_caps.html diff --git a/examples/pie_and_polar_charts/polar_error_caps.py b/examples/pie_and_polar_charts/polar_error_caps.py new file mode 100644 index 000000000000..be4b9155dd41 --- /dev/null +++ b/examples/pie_and_polar_charts/polar_error_caps.py @@ -0,0 +1,26 @@ +""" +================================= +Error bar rendering on polar axis +================================= + +Demo of error bar plot in polar coordinates. +""" +import numpy as np +import matplotlib.pyplot as plt + +fig = plt.figure(figsize=(10, 10)) +ax = plt.subplot(111, projection='polar') +theta = np.arange(0, 2*np.pi, np.pi / 4) +r = theta / np.pi / 2 + 0.5 +ax.errorbar(theta, r, xerr=0.25, yerr=0.1, capsize=7, fmt="o") +plt.show() + +############################################################################# +# +# .. admonition:: References +# +# The use of the following functions, methods, classes and modules is shown +# in this example: +# +# - `matplotlib.axes.Axes.errorbar` / `matplotlib.pyplot.errorbar` +# - `matplotlib.projections.polar` diff --git a/lib/matplotlib/axes/_axes.py b/lib/matplotlib/axes/_axes.py index 7acfb23cf366..c999275ea350 100644 --- a/lib/matplotlib/axes/_axes.py +++ b/lib/matplotlib/axes/_axes.py @@ -3573,10 +3573,11 @@ def _upcast_err(err): eb_cap_style['color'] = ecolor barcols = [] - caplines = [] + caplines = {'x': [], 'y': []} # Vectorized fancy-indexer. - def apply_mask(arrays, mask): return [array[mask] for array in arrays] + def apply_mask(arrays, mask): + return [array[mask] for array in arrays] # dep: dependent dataset, indep: independent dataset for (dep_axis, dep, err, lolims, uplims, indep, lines_func, @@ -3607,9 +3608,12 @@ def apply_mask(arrays, mask): return [array[mask] for array in arrays] # return dep - elow * ~lolims, dep + ehigh * ~uplims # except that broadcast_to would strip units. low, high = dep + np.row_stack([-(1 - lolims), 1 - uplims]) * err - barcols.append(lines_func( *apply_mask([indep, low, high], everymask), **eb_lines_style)) + if self.name == "polar" and dep_axis == "x": + for b in barcols: + for p in b.get_paths(): + p._interpolation_steps = 2 # Normal errorbars for points without upper/lower limits. nolims = ~(lolims | uplims) if nolims.any() and capsize > 0: @@ -3622,7 +3626,7 @@ def apply_mask(arrays, mask): return [array[mask] for array in arrays] line = mlines.Line2D(indep_masked, indep_masked, marker=marker, **eb_cap_style) line.set(**{f"{dep_axis}data": lh_masked}) - caplines.append(line) + caplines[dep_axis].append(line) for idx, (lims, hl) in enumerate([(lolims, high), (uplims, low)]): if not lims.any(): continue @@ -3636,15 +3640,29 @@ def apply_mask(arrays, mask): return [array[mask] for array in arrays] line = mlines.Line2D(x_masked, y_masked, marker=hlmarker, **eb_cap_style) line.set(**{f"{dep_axis}data": hl_masked}) - caplines.append(line) + caplines[dep_axis].append(line) if capsize > 0: - caplines.append(mlines.Line2D( + caplines[dep_axis].append(mlines.Line2D( x_masked, y_masked, marker=marker, **eb_cap_style)) - - for l in caplines: - self.add_line(l) + if self.name == 'polar': + for axis in caplines: + for l in caplines[axis]: + # Rotate caps to be perpendicular to the error bars + for theta, r in zip(l.get_xdata(), l.get_ydata()): + rotation = mtransforms.Affine2D().rotate(theta) + if axis == 'y': + rotation.rotate(-np.pi / 2) + ms = mmarkers.MarkerStyle(marker=marker, + transform=rotation) + self.add_line(mlines.Line2D([theta], [r], marker=ms, + **eb_cap_style)) + else: + for axis in caplines: + for l in caplines[axis]: + self.add_line(l) self._request_autoscale_view() + caplines = caplines['x'] + caplines['y'] errorbar_container = ErrorbarContainer( (data_line, tuple(caplines), tuple(barcols)), has_xerr=(xerr is not None), has_yerr=(yerr is not None), diff --git a/lib/matplotlib/tests/baseline_images/test_axes/mixed_errorbar_polar_caps.png b/lib/matplotlib/tests/baseline_images/test_axes/mixed_errorbar_polar_caps.png new file mode 100644 index 0000000000000000000000000000000000000000..bbe879779df4388bcf966eeae8287d00b8ed029c GIT binary patch literal 83586 zcmeEuCAbq$QMYq$DH-q)T8^(kO_CN-2V*BHaxlAqX5qNokRg zt~;0S``ka^e!d^hbIuW5d#&G^G3FR!?l_&>YL^LV2~jB2%Xtd7UGRRoe0&B) 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z%|@HE%KbM8q5uXeB}-acgFvH@^5-Sr0wbN2wKgSZ1fAKQYh2<2DkZ{%io;Gv<9RIp zvN~}T1C@2KnErrVya8Dm` zC$5uab#*>O=4NO=72BLgC8`x@+FJ4@z>IMkbpR;5I3=*Nv2D_m`LWND-Lw5lxls=Y<3F3P+i&Kb8(wSuh*-} z07v^E`H~Gyx!v7tu`3mD&V{`455{V^0`>#{MXvs|E)daV{tI<=ZmO;uH!4{`cQ<8p zzsOo@V7dPcsJ<~iKBZXlxjB<6LY{>nlD#|w6CiOKny1>H$C?dsHe6jh=X3 znx5t|`vT)Go6R;qS*7)-zt|dppTfVsQB3PnB6sddCEZ63AMRy#)QgU!3!$pp?e<=) zbv=aouA4UxEsoZFoxI(fV0>I+;wH+DNO?XO_5R2exSgO0poOYvdU#Sn>e2YMm+9V- zuIcRT%=~iBWHwG=43&ZgLMQ0Q#fCR8Ha4Coc`0U+TeBqXe?IQFGGXw>+@ z+_DWmqp%8qyThvtz`8l$>_HP2bK6^T(oY!S*P+|^j3c=NSDy?5v`G~vfX!ep_$0ONv~Kv{o(tOz|3V6HLX^1@F5NN|hs^sl*>Hr8~U zHi=h*p>`E@RA1iKvM0$oF*)f=idJEjMx!X<0?24jn^M~cNXblV@l5*27+HL+wRIg{ zFkZZMu*QoSRK+BmYXFlwl-h-sknVH0>MvaqdiysA6{WyM=3sbvJV Date: Wed, 21 Sep 2022 16:56:55 +0200 Subject: [PATCH 2/2] More elaborate example of polar error caps. --- .../pie_and_polar_charts/polar_error_caps.py | 35 ++++++++++++++++--- 1 file changed, 31 insertions(+), 4 deletions(-) diff --git a/examples/pie_and_polar_charts/polar_error_caps.py b/examples/pie_and_polar_charts/polar_error_caps.py index be4b9155dd41..009f697346f3 100644 --- a/examples/pie_and_polar_charts/polar_error_caps.py +++ b/examples/pie_and_polar_charts/polar_error_caps.py @@ -4,17 +4,44 @@ ================================= Demo of error bar plot in polar coordinates. +Theta error bars are curved lines ended with caps oriented towards the +center. +Radius error bars are straight lines oriented towards center with +perpendicular caps. """ import numpy as np import matplotlib.pyplot as plt -fig = plt.figure(figsize=(10, 10)) -ax = plt.subplot(111, projection='polar') -theta = np.arange(0, 2*np.pi, np.pi / 4) +theta = np.arange(0, 2 * np.pi, np.pi / 4) r = theta / np.pi / 2 + 0.5 -ax.errorbar(theta, r, xerr=0.25, yerr=0.1, capsize=7, fmt="o") + +fig = plt.figure(figsize=(10, 10)) +ax = fig.add_subplot(projection='polar') +ax.errorbar(theta, r, xerr=0.25, yerr=0.1, capsize=7, fmt="o", c="seagreen") +ax.set_title("Pretty polar error bars") +plt.show() + +############################################################################# +# Please acknowledge that large theta error bars will be overlapping. +# This may reduce readability of the output plot. See example figure below: + +fig = plt.figure(figsize=(10, 10)) +ax = fig.add_subplot(projection='polar') +ax.errorbar(theta, r, xerr=5.25, yerr=0.1, capsize=7, fmt="o", c="darkred") +ax.set_title("Overlapping theta error bars") plt.show() +############################################################################# +# On the other hand, large radius error bars will never overlap, they just +# lead to unwanted scale in the data, reducing the displayed range. + +fig = plt.figure(figsize=(10, 10)) +ax = fig.add_subplot(projection='polar') +ax.errorbar(theta, r, xerr=0.25, yerr=10.1, capsize=7, fmt="o", c="orangered") +ax.set_title("Large radius error bars") +plt.show() + + ############################################################################# # # .. admonition:: References