From e1985d75e6b971bb53e843972983fd5c4e2a0739 Mon Sep 17 00:00:00 2001 From: sasoripathos Date: Fri, 22 Mar 2019 12:40:32 -0400 Subject: [PATCH 01/21] Fix issue 10788 --- lib/matplotlib/axes/_axes.py | 8 ++++++ .../test_axes/bar_decimal_center.png | Bin 0 -> 14637 bytes .../test_axes/barh_decimal_center.png | Bin 0 -> 10703 bytes lib/matplotlib/tests/test_axes.py | 24 ++++++++++++++++++ 4 files changed, 32 insertions(+) create mode 100644 lib/matplotlib/tests/baseline_images/test_axes/bar_decimal_center.png create mode 100644 lib/matplotlib/tests/baseline_images/test_axes/barh_decimal_center.png diff --git a/lib/matplotlib/axes/_axes.py b/lib/matplotlib/axes/_axes.py index b290ae324432..ef7c280b46fe 100644 --- a/lib/matplotlib/axes/_axes.py +++ b/lib/matplotlib/axes/_axes.py @@ -2344,6 +2344,14 @@ def bar(self, x, height, width=0.8, bottom=None, *, align="center", # Fallback if edgecolor == "none". itertools.repeat('none')) + # Resolve the float - Decimal TypeError + if (orientation == 'vertical' and x.size > 0 + and isinstance(x[0], Decimal)): + width = np.array([Decimal(itm) for itm in width]) + elif (orientation == 'horizontal' and y.size > 0 + and isinstance(y[0], Decimal)): + height = np.array([Decimal(itm) for itm in height]) + # We will now resolve the alignment and really have # left, bottom, width, height vectors if align == 'center': diff --git a/lib/matplotlib/tests/baseline_images/test_axes/bar_decimal_center.png b/lib/matplotlib/tests/baseline_images/test_axes/bar_decimal_center.png new file mode 100644 index 0000000000000000000000000000000000000000..ef5bf5cc4d734849ff270d511bc238cfcfba9c6f GIT binary patch literal 14637 zcmd^m2UL{j+UZqs`DF&h_QUpXg zSbza(A~+zzpbULz0}Ko>F!y;$?n=(dpL5Q??p^m^=iDr_P#C`XzW05f{p@G&Jz?J) z=xzQ+;2R9XHlH}I{R4)r7R9htrkv~GI|;s5-Qmj`ucIf56j5>{)^IXo{lmXcbsElm?(Ba`^Xvp z#L@0R?|Y2$FKk26TAepSWkOO;w@;OcawdJVQ6~P~#V1*rzMY|Ga{C*8XUpB1a&P~DpQMh;fF{g}e~G~KB1wHtY~+q13GGBPq=lQic0 zVvNkq6Br%QLaM!8Ud>m+xi~PtuIk~DYXSumjCLF1R!!D(N-Uh3 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-1506,6 +1506,30 @@ def test_bar_tick_label_multiple_old_alignment(): align='center') +@image_comparison( + baseline_images=['bar_decimal_center'], + extensions=['png']) +def test_bar_decimal_center(): + # Test vertical, align-center bar chart with Decimal() input + # No exception should be raised + ax = plt.gca() + x = [Decimal(x) for x in [1.5, 8.4, 5.3, 4.2]] + y = [Decimal(y) for y in [1.1, 2.2, 3.3, 4.4]] + ax.bar(x, y, align='center') + + +@image_comparison( + baseline_images=['barh_decimal_center'], + extensions=['png']) +def test_barh_decimal_center(): + # Test horizontal, align-center bar chart with Decimal() input + # No exception should be raised + ax = plt.gca() + x = [Decimal(x) for x in [1.5, 8.4, 5.3, 4.2]] + y = [Decimal(y) for y in [1.1, 2.2, 3.3, 4.4]] + ax.barh(x, y, height=[0.5, 0.5, 1, 1], align='center') + + def test_bar_color_none_alpha(): ax = plt.gca() rects = ax.bar([1, 2], [2, 4], alpha=0.3, color='none', edgecolor='r') From 2279b162d6b9130137e2a3d10667985854bab7a5 Mon Sep 17 00:00:00 2001 From: sasoripathos Date: Fri, 22 Mar 2019 12:44:10 -0400 Subject: [PATCH 02/21] Fix style --- lib/matplotlib/axes/_axes.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/lib/matplotlib/axes/_axes.py b/lib/matplotlib/axes/_axes.py index ef7c280b46fe..7c9ce33b40ed 100644 --- a/lib/matplotlib/axes/_axes.py +++ b/lib/matplotlib/axes/_axes.py @@ -2348,7 +2348,7 @@ def bar(self, x, height, width=0.8, bottom=None, *, align="center", if (orientation == 'vertical' and x.size > 0 and isinstance(x[0], Decimal)): width = np.array([Decimal(itm) for itm in width]) - elif (orientation == 'horizontal' and y.size > 0 + elif (orientation == 'horizontal' and y.size > 0 and isinstance(y[0], Decimal)): height = np.array([Decimal(itm) for itm in height]) From 19bb0c7f1316a317a8eda9cb9032e72c1920350d Mon Sep 17 00:00:00 2001 From: sasoripathos Date: Fri, 22 Mar 2019 12:54:48 -0400 Subject: [PATCH 03/21] Add missing import statement --- lib/matplotlib/axes/_axes.py | 1 + lib/matplotlib/tests/test_axes.py | 1 + 2 files changed, 2 insertions(+) diff --git a/lib/matplotlib/axes/_axes.py b/lib/matplotlib/axes/_axes.py index 7c9ce33b40ed..be968173b7ce 100644 --- a/lib/matplotlib/axes/_axes.py +++ b/lib/matplotlib/axes/_axes.py @@ -5,6 +5,7 @@ import math import operator from numbers import Number +from decimal import Decimal import numpy as np from numpy import ma diff --git a/lib/matplotlib/tests/test_axes.py b/lib/matplotlib/tests/test_axes.py index 15c59925cf57..9fc1eff2d5f5 100644 --- a/lib/matplotlib/tests/test_axes.py +++ b/lib/matplotlib/tests/test_axes.py @@ -11,6 +11,7 @@ import numpy as np from numpy import ma from cycler import cycler +from decimal import Decimal import pytest import warnings From cb0a64cd3fe2f26b2e439e3675a2ea04f3097a6a Mon Sep 17 00:00:00 2001 From: sasoripathos Date: Tue, 30 Apr 2019 14:21:42 -0400 Subject: [PATCH 04/21] Remove changes --- lib/matplotlib/axes/_axes.py | 8 -------- lib/matplotlib/tests/test_axes.py | 24 ------------------------ 2 files changed, 32 deletions(-) diff --git a/lib/matplotlib/axes/_axes.py b/lib/matplotlib/axes/_axes.py index fc47c141c342..b731e3242bc5 100644 --- a/lib/matplotlib/axes/_axes.py +++ b/lib/matplotlib/axes/_axes.py @@ -2376,14 +2376,6 @@ def bar(self, x, height, width=0.8, bottom=None, *, align="center", # Fallback if edgecolor == "none". itertools.repeat('none')) - # Resolve the float - Decimal TypeError - if (orientation == 'vertical' and x.size > 0 - and isinstance(x[0], Decimal)): - width = np.array([Decimal(itm) for itm in width]) - elif (orientation == 'horizontal' and y.size > 0 - and isinstance(y[0], Decimal)): - height = np.array([Decimal(itm) for itm in height]) - # We will now resolve the alignment and really have # left, bottom, width, height vectors if align == 'center': diff --git a/lib/matplotlib/tests/test_axes.py b/lib/matplotlib/tests/test_axes.py index 864a98c01955..b413bf7a64e1 100644 --- a/lib/matplotlib/tests/test_axes.py +++ b/lib/matplotlib/tests/test_axes.py @@ -1472,30 +1472,6 @@ def test_bar_tick_label_multiple_old_alignment(): align='center') -@image_comparison( - baseline_images=['bar_decimal_center'], - extensions=['png']) -def test_bar_decimal_center(): - # Test vertical, align-center bar chart with Decimal() input - # No exception should be raised - ax = plt.gca() - x = [Decimal(x) for x in [1.5, 8.4, 5.3, 4.2]] - y = [Decimal(y) for y in [1.1, 2.2, 3.3, 4.4]] - ax.bar(x, y, align='center') - - -@image_comparison( - baseline_images=['barh_decimal_center'], - extensions=['png']) -def test_barh_decimal_center(): - # Test horizontal, align-center bar chart with Decimal() input - # No exception should be raised - ax = plt.gca() - x = [Decimal(x) for x in [1.5, 8.4, 5.3, 4.2]] - y = [Decimal(y) for y in [1.1, 2.2, 3.3, 4.4]] - ax.barh(x, y, height=[0.5, 0.5, 1, 1], align='center') - - def test_bar_color_none_alpha(): ax = plt.gca() rects = ax.bar([1, 2], [2, 4], alpha=0.3, color='none', edgecolor='r') From 67664d581565bf84fedd9797ec5ddc88f3f8b450 Mon Sep 17 00:00:00 2001 From: sasoripathos Date: Tue, 30 Apr 2019 15:04:13 -0400 Subject: [PATCH 05/21] Code for feature 8532 --- examples/statistics/violinplot.py | 29 ++++++- lib/matplotlib/axes/_axes.py | 43 ++++++++++- lib/matplotlib/cbook/__init__.py | 27 ++++++- lib/matplotlib/pyplot.py | 6 +- .../test_axes/violinplot_horiz_showall.png | Bin 36555 -> 36925 bytes .../violinplot_horiz_showpercentiles.png | Bin 0 -> 37990 bytes .../test_axes/violinplot_vert_showall.png | Bin 36309 -> 37471 bytes .../violinplot_vert_showpercentiles.png | Bin 0 -> 38100 bytes lib/matplotlib/tests/test_axes.py | 72 +++++++++++++++++- 9 files changed, 162 insertions(+), 15 deletions(-) create mode 100644 lib/matplotlib/tests/baseline_images/test_axes/violinplot_horiz_showpercentiles.png create mode 100644 lib/matplotlib/tests/baseline_images/test_axes/violinplot_vert_showpercentiles.png diff --git a/examples/statistics/violinplot.py b/examples/statistics/violinplot.py index 19d80b494fba..2d3a4217eee1 100644 --- a/examples/statistics/violinplot.py +++ b/examples/statistics/violinplot.py @@ -28,7 +28,7 @@ pos = [1, 2, 4, 5, 7, 8] data = [np.random.normal(0, std, size=100) for std in pos] -fig, axes = plt.subplots(nrows=2, ncols=3, figsize=(6, 6)) +fig, axes = plt.subplots(nrows=2, ncols=5, figsize=(10, 6)) axes[0, 0].violinplot(data, pos, points=20, widths=0.3, showmeans=True, showextrema=True, showmedians=True) @@ -43,19 +43,40 @@ showextrema=True, showmedians=True, bw_method=0.5) axes[0, 2].set_title('Custom violinplot 3', fontsize=fs) +axes[0, 3].violinplot(data, pos, points=60, widths=0.7, showmeans=True, + showextrema=True, showmedians=True, bw_method=0.5, + percentiles=[[10], [], [], [17.5, 95.4], [75], [25]]) +axes[0, 3].set_title('Custom violinplot 4', fontsize=fs) + +axes[0, 4].violinplot(data[-1:], pos[-1:], points=60, widths=0.7, + showmeans=True, showextrema=True, showmedians=True, + percentiles=[5, 10, 80, 90], bw_method=0.5) +axes[0, 4].set_title('Custom violinplot 5', fontsize=fs) + axes[1, 0].violinplot(data, pos, points=80, vert=False, widths=0.7, showmeans=True, showextrema=True, showmedians=True) -axes[1, 0].set_title('Custom violinplot 4', fontsize=fs) +axes[1, 0].set_title('Custom violinplot 6', fontsize=fs) axes[1, 1].violinplot(data, pos, points=100, vert=False, widths=0.9, showmeans=True, showextrema=True, showmedians=True, bw_method='silverman') -axes[1, 1].set_title('Custom violinplot 5', fontsize=fs) +axes[1, 1].set_title('Custom violinplot 7', fontsize=fs) axes[1, 2].violinplot(data, pos, points=200, vert=False, widths=1.1, showmeans=True, showextrema=True, showmedians=True, bw_method=0.5) -axes[1, 2].set_title('Custom violinplot 6', fontsize=fs) +axes[1, 2].set_title('Custom violinplot 8', fontsize=fs) + +axes[1, 3].violinplot(data, pos, points=200, vert=False, widths=1.1, + showmeans=True, showextrema=True, showmedians=True, + percentiles=[[10], [], [], [17.5, 95.4], [75], [25]], + bw_method=0.5) +axes[1, 3].set_title('Custom violinplot 9', fontsize=fs) + +axes[1, 4].violinplot(data[-1:], pos[-1:], points=200, vert=False, widths=1.1, + showmeans=True, showextrema=True, showmedians=True, + percentiles=[5, 10, 80, 90], bw_method=0.5) +axes[1, 4].set_title('Custom violinplot 10', fontsize=fs) for ax in axes.flat: ax.set_yticklabels([]) diff --git a/lib/matplotlib/axes/_axes.py b/lib/matplotlib/axes/_axes.py index b731e3242bc5..539dffa5a97f 100644 --- a/lib/matplotlib/axes/_axes.py +++ b/lib/matplotlib/axes/_axes.py @@ -7891,14 +7891,14 @@ def matshow(self, Z, **kwargs): @_preprocess_data(replace_names=["dataset"]) def violinplot(self, dataset, positions=None, vert=True, widths=0.5, showmeans=False, showextrema=True, showmedians=False, - points=100, bw_method=None): + percentiles=None, points=100, bw_method=None): """ Make a violin plot. Make a violin plot for each column of *dataset* or each vector in sequence *dataset*. Each filled area extends to represent the entire data range, with optional lines at the mean, the median, - the minimum, and the maximum. + the minimum, the maximum, and user-specified percentiles. Parameters ---------- @@ -7927,6 +7927,11 @@ def violinplot(self, dataset, positions=None, vert=True, widths=0.5, showmedians : bool, default = False If `True`, will toggle rendering of the medians. + percentiles : array-like, default=None + If not None, set a list of float number in interval [0, 100] for + each violin, which stands for the percentiles that will be rendered + for that violin. + points : scalar, default = 100 Defines the number of points to evaluate each of the gaussian kernel density estimations at. @@ -7964,6 +7969,11 @@ def violinplot(self, dataset, positions=None, vert=True, widths=0.5, - ``cmedians``: A `~.collections.LineCollection` instance that marks the median values of each of the violin's distribution. + - ``cpercentiles``: A + :class:`matplotlib.collections.LineCollection` instance created to + identify the percentile values of each of the violin's + distribution. + """ def _kde_method(X, coords): @@ -7973,7 +7983,8 @@ def _kde_method(X, coords): kde = mlab.GaussianKDE(X, bw_method) return kde.evaluate(coords) - vpstats = cbook.violin_stats(dataset, _kde_method, points=points) + vpstats = cbook.violin_stats(dataset, _kde_method, points=points, + percentiles=percentiles, points=points) return self.violin(vpstats, positions=positions, vert=vert, widths=widths, showmeans=showmeans, showextrema=showextrema, showmedians=showmedians) @@ -7984,7 +7995,7 @@ def violin(self, vpstats, positions=None, vert=True, widths=0.5, Draw a violin plot for each column of `vpstats`. Each filled area extends to represent the entire data range, with optional lines at the - mean, the median, the minimum, and the maximum. + mean, the median, the minimum, the maximum, and the percentile values. Parameters ---------- @@ -8008,6 +8019,8 @@ def violin(self, vpstats, positions=None, vert=True, widths=0.5, - ``max``: The maximum value for this violin's dataset. + - ``percentiles``: The percentile values for this violin's dataset. + positions : array-like, default = [1, 2, ..., n] Sets the positions of the violins. The ticks and limits are automatically set to match the positions. @@ -8054,6 +8067,12 @@ def violin(self, vpstats, positions=None, vert=True, widths=0.5, - ``cmedians``: A `~.collections.LineCollection` instance that marks the median values of each of the violin's distribution. + + - ``cpercentiles``: A + :class:`matplotlib.collections.LineCollection` instance created to + identify the percentile values of each of the violin's + distribution. + """ # Statistical quantities to be plotted on the violins @@ -8061,6 +8080,7 @@ def violin(self, vpstats, positions=None, vert=True, widths=0.5, mins = [] maxes = [] medians = [] + percentiles = np.asarray([]) # Collections to be returned artists = {} @@ -8117,6 +8137,7 @@ def violin(self, vpstats, positions=None, vert=True, widths=0.5, mins.append(stats['min']) maxes.append(stats['max']) medians.append(stats['median']) + percentiles = np.concatenate((percentiles, stats['percentiles'])) artists['bodies'] = bodies # Render means @@ -8140,6 +8161,20 @@ def violin(self, vpstats, positions=None, vert=True, widths=0.5, pmaxes, colors=edgecolor) + # Render percentile values + if percentiles.size > 0: + # Recalculate the pmins and pmaxes for percentiles + ppmins = np.asarray([]) + ppmaxs = np.asarray([]) + for stats, cmin, cmax in zip(vpstats, pmins, pmaxes): + ppmins = np.concatenate((ppmins, [cmin] * + np.size(stats['percentiles']))) + ppmaxs = np.concatenate((ppmaxs, [cmax] * + np.size(stats['percentiles']))) + # Start rendering + artists['cpercentiles'] = perp_lines(percentiles, ppmins, ppmaxs, + colors=edgecolor) + return artists # Methods that are entirely implemented in other modules. diff --git a/lib/matplotlib/cbook/__init__.py b/lib/matplotlib/cbook/__init__.py index bbeb82b18f1a..4df8a9165b06 100644 --- a/lib/matplotlib/cbook/__init__.py +++ b/lib/matplotlib/cbook/__init__.py @@ -1431,7 +1431,7 @@ def _reshape_2D(X, name): raise ValueError("{} must have 2 or fewer dimensions".format(name)) -def violin_stats(X, method, points=100): +def violin_stats(X, method, percentiles=None, points=100): """ Returns a list of dictionaries of data which can be used to draw a series of violin plots. See the `Returns` section below to view the required keys @@ -1451,6 +1451,11 @@ def violin_stats(X, method, points=100): return a vector of the values of the KDE evaluated at the values specified in coords. + percentiles : array-like, default = None + Defines (if not None) a list of float number in interval [0, 100] for + each column of data, which represents the percentiles that will be + rendered for that column of data. + points : scalar, default = 100 Defines the number of points to evaluate each of the gaussian kernel density estimates at. @@ -1469,6 +1474,7 @@ def violin_stats(X, method, points=100): - median: The median value for this column of data. - min: The minimum value for this column of data. - max: The maximum value for this column of data. + - percentiles: The percentile values for this column of data. """ # List of dictionaries describing each of the violins. @@ -1477,13 +1483,29 @@ def violin_stats(X, method, points=100): # Want X to be a list of data sequences X = _reshape_2D(X, "X") - for x in X: + # Want percentiles to be as the same shape as data sequences + if percentiles is not None and len(percentiles) != 0: + percentiles = _reshape_2D(percentiles, "percentiles") + # Else, mock percentiles if is none or empty + else: + percentiles = [[]] * np.shape(X)[0] + + # percentiles should has the same size as dataset + if np.shape(X)[:1] != np.shape(percentiles)[:1]: + raise ValueError("List of violinplot statistics and percentile values" + " must have the same length") + + # Zip x and percentiles + data = zip(X, percentiles) + + for (x, p) in data: # Dictionary of results for this distribution stats = {} # Calculate basic stats for the distribution min_val = np.min(x) max_val = np.max(x) + p_val = np.percentile(x, p) # Evaluate the kernel density estimate coords = np.linspace(min_val, max_val, points) @@ -1495,6 +1517,7 @@ def violin_stats(X, method, points=100): stats['median'] = np.median(x) stats['min'] = min_val stats['max'] = max_val + stats['percentiles'] = np.atleast_1d(p_val) # Append to output vpstats.append(stats) diff --git a/lib/matplotlib/pyplot.py b/lib/matplotlib/pyplot.py index ec2224513667..ac3567b7775f 100644 --- a/lib/matplotlib/pyplot.py +++ b/lib/matplotlib/pyplot.py @@ -2990,12 +2990,12 @@ def triplot(*args, **kwargs): def violinplot( dataset, positions=None, vert=True, widths=0.5, showmeans=False, showextrema=True, showmedians=False, - points=100, bw_method=None, *, data=None): + percentiles=None, points=100, bw_method=None, *, data=None): return gca().violinplot( dataset, positions=positions, vert=vert, widths=widths, showmeans=showmeans, showextrema=showextrema, - showmedians=showmedians, points=points, bw_method=bw_method, - **({"data": data} if data is not None else {})) + showmedians=showmedians, percentiles=percentiles, points=points, + bw_method=bw_method, **({"data": data} if data is not None else {})) # Autogenerated by boilerplate.py. 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Must have 2 or fewer dimensions. 1D array will - be returned in a singleton list containing them. + be treated as a singleton list containing them. Returns ------- @@ -1506,7 +1506,7 @@ def violin_stats(X, method, points=100, percentiles=None): # Calculate basic stats for the distribution min_val = np.min(x) max_val = np.max(x) - p_val = np.percentile(x, p) + p_val = np.quantile(x, p) # Evaluate the kernel density estimate coords = np.linspace(min_val, max_val, points) diff --git a/lib/matplotlib/tests/test_axes.py b/lib/matplotlib/tests/test_axes.py index 13f7e00cf372..b21b7de24e0b 100644 --- a/lib/matplotlib/tests/test_axes.py +++ b/lib/matplotlib/tests/test_axes.py @@ -2662,7 +2662,7 @@ def test_vert_violinplot_showall(): data = [np.random.normal(size=100) for i in range(4)] ax.violinplot(data, positions=range(4), showmeans=1, showextrema=1, showmedians=1, - percentiles=[[10, 90], [20, 80], [30, 70], [40, 60]]) + percentiles=[[0.1, 0.9], [0.2, 0.8], [0.3, 0.7], [0.4, 0.6]]) @image_comparison(baseline_images=['violinplot_vert_custompoints_10'], @@ -2740,7 +2740,7 @@ def test_horiz_violinplot_showall(): data = [np.random.normal(size=100) for i in range(4)] ax.violinplot(data, positions=range(4), vert=False, showmeans=1, showextrema=1, showmedians=1, - percentiles=[[10, 90], [20, 80], [30, 70], [40, 60]]) + percentiles=[[0.1, 0.9], [0.2, 0.8], [0.3, 0.7], [0.4, 0.6]]) @image_comparison(baseline_images=['violinplot_horiz_custompoints_10'], @@ -2791,7 +2791,7 @@ def test_violinplot_bad_percentiles(): # Different size percentile list and plots with pytest.raises(ValueError): - ax.violinplot(data, percentiles=[[10, 20], [50]]) + ax.violinplot(data, percentiles=[[0.1, 0.2], [0.5]]) def test_violinplot_outofrange_percentiles(): @@ -2802,11 +2802,11 @@ def test_violinplot_outofrange_percentiles(): # Percentile value above 100 with pytest.raises(ValueError): - ax.violinplot(data, percentiles=[[10, 20, 30, 105]]) + ax.violinplot(data, percentiles=[[0.1, 0.2, 0.3, 1.05]]) # Percentile value below 0 with pytest.raises(ValueError): - ax.violinplot(data, percentiles=[[-5, 20, 30, 75]]) + ax.violinplot(data, percentiles=[[-0.05, 0.2, 0.3, 0.75]]) @check_figures_equal(extensions=["png"]) @@ -2818,11 +2818,11 @@ def test_violinplot_single_list_percentiles(fig_test, fig_ref): # Test image ax = fig_test.subplots() - ax.violinplot(data, percentiles=[10, 30, 90]) + ax.violinplot(data, percentiles=[0.1, 0.3, 0.9]) # Reference image ax = fig_ref.subplots() - ax.violinplot(data, percentiles=[[10, 30, 90]]) + ax.violinplot(data, percentiles=[[0.1, 0.3, 0.9]]) def test_manage_xticks(): From ee5cd086cd1fdd09ae9abd358ad65a4730d1d810 Mon Sep 17 00:00:00 2001 From: sasoripathos Date: Mon, 6 May 2019 21:54:42 -0400 Subject: [PATCH 14/21] Update test images for violinplot --- .../test_axes/violinplot_horiz_showall.png | Bin 36925 -> 36730 bytes .../test_axes/violinplot_vert_showall.png | Bin 37471 -> 37362 bytes 2 files changed, 0 insertions(+), 0 deletions(-) diff --git a/lib/matplotlib/tests/baseline_images/test_axes/violinplot_horiz_showall.png 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zlauE!FE1wzIOGO9X8i6?%`Yk{B1+H8T0Us(NJ-p1gvl2xD=P)%<XQH|4fU$o7H>YZC4j|f_FaPmFS-06smtDO`ML{7n zRSDP6?Du$PXQzya+rF8U>D`3xm&V;Mqu^y$vyEDOe0=qGOETRP@p09(L*I+U^tvav z)HF08b(JF&82mM~g~WG5#lR+8Pt?&fko_#1x@1SOb~ znZlx?YK^)g540v;q4xavQS&TE=K4UqF(oCXxAad?_PfW<&iY@ZI`*!t5Twej))=&7+!AqfDCOwS5SfB=t7BuJ8Gc*r>%{EU z8PNAkWM)rE)}|X%YV)2X2BuB;W0CkGy0xRsOn#50B`3qq9O#U=HDR$OFE3wXF~N!W z^XGqFcjhF@)ni{0IMQGoQ-qwYn`@hK@`{UzkYq* z-*kFR>-3CfPU-oQ&H z Date: Mon, 6 May 2019 22:17:29 -0400 Subject: [PATCH 15/21] Revert "Update test images for violinplot" This reverts commit ee5cd086cd1fdd09ae9abd358ad65a4730d1d810. --- .../test_axes/violinplot_horiz_showall.png | Bin 36730 -> 36925 bytes .../test_axes/violinplot_vert_showall.png | Bin 37362 -> 37471 bytes 2 files changed, 0 insertions(+), 0 deletions(-) diff --git a/lib/matplotlib/tests/baseline_images/test_axes/violinplot_horiz_showall.png b/lib/matplotlib/tests/baseline_images/test_axes/violinplot_horiz_showall.png index 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zpHT$D3^X{eoQ9Ux8DGtkBAcV2!>>>fo`KY~w36y-#LjfRNqv1ibD!-@!!i7YI_&&& zb@g|1yL@sQYHG%}Zry@MMd(R;)1B(UWWD=CyPjwoZn+wWrRO8NMG6ZG{Wp8HK54G3 zbfrf<_P(goYw?_*q@>(J6ur>}H+ngI*5L&f3Cn@pr7RF3wg?&n0Mm zNp_^#zHKe{C)dE5=j%bbH1zd%JZ|_%eRjOh%34`hR~O6nF+cz5pLT~TJqHJe-dUf^ zwe9Uk+y|t}pB)d4XW<_O7K-B&5@2EfvvwfUNP7F0r1CWA2H7M;xy7xmqIJ Date: Tue, 7 May 2019 19:48:34 -0400 Subject: [PATCH 16/21] Use np.percentile implement quantile --- lib/matplotlib/cbook/__init__.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/lib/matplotlib/cbook/__init__.py b/lib/matplotlib/cbook/__init__.py index 5bce8c2e9cfb..0313ea495777 100644 --- a/lib/matplotlib/cbook/__init__.py +++ b/lib/matplotlib/cbook/__init__.py @@ -1506,7 +1506,7 @@ def violin_stats(X, method, points=100, percentiles=None): # Calculate basic stats for the distribution min_val = np.min(x) max_val = np.max(x) - p_val = np.quantile(x, p) + p_val = np.percentile(x, 100 * p) # Evaluate the kernel density estimate coords = np.linspace(min_val, max_val, points) From 7a4777bda6b1db1441cda04ac892f0864edd2bb5 Mon Sep 17 00:00:00 2001 From: sasoripathos Date: Wed, 8 May 2019 20:36:19 -0400 Subject: [PATCH 17/21] Update api from percentiles to quantiles --- examples/statistics/violinplot.py | 12 +++++------ lib/matplotlib/axes/_axes.py | 34 +++++++++++++++---------------- lib/matplotlib/cbook/__init__.py | 30 +++++++++++++-------------- lib/matplotlib/pyplot.py | 8 ++++---- lib/matplotlib/tests/test_axes.py | 4 ++-- 5 files changed, 44 insertions(+), 44 deletions(-) diff --git a/examples/statistics/violinplot.py b/examples/statistics/violinplot.py index ea0b7c94b27f..5d26cc63966e 100644 --- a/examples/statistics/violinplot.py +++ b/examples/statistics/violinplot.py @@ -45,13 +45,13 @@ axes[0, 3].violinplot(data, pos, points=60, widths=0.7, showmeans=True, showextrema=True, showmedians=True, bw_method=0.5, - percentiles=[[0.1], [], [], [0.175, 0.954], [0.75], - [0.25]]) + quantiles=[[0.1], [], [], [0.175, 0.954], [0.75], + [0.25]]) axes[0, 3].set_title('Custom violinplot 4', fontsize=fs) axes[0, 4].violinplot(data[-1:], pos[-1:], points=60, widths=0.7, showmeans=True, showextrema=True, showmedians=True, - percentiles=[0.05, 0.1, 0.8, 0.9], bw_method=0.5) + quantiles=[0.05, 0.1, 0.8, 0.9], bw_method=0.5) axes[0, 4].set_title('Custom violinplot 5', fontsize=fs) axes[1, 0].violinplot(data, pos, points=80, vert=False, widths=0.7, @@ -70,14 +70,14 @@ axes[1, 3].violinplot(data, pos, points=200, vert=False, widths=1.1, showmeans=True, showextrema=True, showmedians=True, - percentiles=[[0.1], [], [], [0.175, 0.954], [0.75], - [0.25]], + quantiles=[[0.1], [], [], [0.175, 0.954], [0.75], + [0.25]], bw_method=0.5) axes[1, 3].set_title('Custom violinplot 9', fontsize=fs) axes[1, 4].violinplot(data[-1:], pos[-1:], points=200, vert=False, widths=1.1, showmeans=True, showextrema=True, showmedians=True, - percentiles=[0.05, 0.1, 0.8, 0.9], bw_method=0.5) + quantiles=[0.05, 0.1, 0.8, 0.9], bw_method=0.5) axes[1, 4].set_title('Custom violinplot 10', fontsize=fs) for ax in axes.flat: diff --git a/lib/matplotlib/axes/_axes.py b/lib/matplotlib/axes/_axes.py index 3df5b83e5d6c..44f1dfa1fc7e 100644 --- a/lib/matplotlib/axes/_axes.py +++ b/lib/matplotlib/axes/_axes.py @@ -7880,14 +7880,14 @@ def matshow(self, Z, **kwargs): @_preprocess_data(replace_names=["dataset"]) def violinplot(self, dataset, positions=None, vert=True, widths=0.5, showmeans=False, showextrema=True, showmedians=False, - percentiles=None, points=100, bw_method=None): + quantiles=None, points=100, bw_method=None): """ Make a violin plot. Make a violin plot for each column of *dataset* or each vector in sequence *dataset*. Each filled area extends to represent the entire data range, with optional lines at the mean, the median, - the minimum, the maximum, and user-specified percentiles. + the minimum, the maximum, and user-specified quantiles. Parameters ---------- @@ -7916,9 +7916,9 @@ def violinplot(self, dataset, positions=None, vert=True, widths=0.5, showmedians : bool, default = False If `True`, will toggle rendering of the medians. - percentiles : array-like, default=None + quantiles : array-like, default=None If not None, set a list of floats in interval [0, 1] for each violin, - which stands for the percentiles that will be rendered for that + which stands for the quantiles that will be rendered for that violin. points : scalar, default = 100 @@ -7958,7 +7958,7 @@ def violinplot(self, dataset, positions=None, vert=True, widths=0.5, - ``cmedians``: A `~.collections.LineCollection` instance that marks the median values of each of the violin's distribution. - - ``cpercentiles``: A + - ``cquantiles``: A :class:`matplotlib.collections.LineCollection` instance created to identify the percentile values of each of the violin's distribution. @@ -7973,7 +7973,7 @@ def _kde_method(X, coords): return kde.evaluate(coords) vpstats = cbook.violin_stats(dataset, _kde_method, points=points, - percentiles=percentiles) + quantiles=quantiles) return self.violin(vpstats, positions=positions, vert=vert, widths=widths, showmeans=showmeans, showextrema=showextrema, showmedians=showmedians) @@ -8008,7 +8008,7 @@ def violin(self, vpstats, positions=None, vert=True, widths=0.5, - ``max``: The maximum value for this violin's dataset. - - ``percentiles``: The percentile values for this violin's dataset. + - ``quantiles``: The percentile values for this violin's dataset. positions : array-like, default = [1, 2, ..., n] Sets the positions of the violins. The ticks and limits are @@ -8057,7 +8057,7 @@ def violin(self, vpstats, positions=None, vert=True, widths=0.5, - ``cmedians``: A `~.collections.LineCollection` instance that marks the median values of each of the violin's distribution. - - ``cpercentiles``: A + - ``cquantiles``: A :class:`matplotlib.collections.LineCollection` instance created to identify the percentile values of each of the violin's distribution. @@ -8069,7 +8069,7 @@ def violin(self, vpstats, positions=None, vert=True, widths=0.5, mins = [] maxes = [] medians = [] - percentiles = np.asarray([]) + quantiles = np.asarray([]) # Collections to be returned artists = {} @@ -8126,7 +8126,7 @@ def violin(self, vpstats, positions=None, vert=True, widths=0.5, mins.append(stats['min']) maxes.append(stats['max']) medians.append(stats['median']) - percentiles = np.concatenate((percentiles, stats['percentiles'])) + quantiles = np.concatenate((quantiles, stats['quantiles'])) artists['bodies'] = bodies # Render means @@ -8151,19 +8151,19 @@ def violin(self, vpstats, positions=None, vert=True, widths=0.5, colors=edgecolor) # Render percentile values - if percentiles.size > 0: - # Recalculate ranges for statistics lines for percentiles. - # ppmins are the left end of percentiles lines + if quantiles.size > 0: + # Recalculate ranges for statistics lines for quantiles. + # ppmins are the left end of quantiles lines ppmins = np.asarray([]) - # pmaxes are the right end of percentiles lines + # pmaxes are the right end of quantiles lines ppmaxs = np.asarray([]) for stats, cmin, cmax in zip(vpstats, pmins, pmaxes): ppmins = np.concatenate((ppmins, [cmin] * - np.size(stats['percentiles']))) + np.size(stats['quantiles']))) ppmaxs = np.concatenate((ppmaxs, [cmax] * - np.size(stats['percentiles']))) + np.size(stats['quantiles']))) # Start rendering - artists['cpercentiles'] = perp_lines(percentiles, ppmins, ppmaxs, + artists['cquantiles'] = perp_lines(quantiles, ppmins, ppmaxs, colors=edgecolor) return artists diff --git a/lib/matplotlib/cbook/__init__.py b/lib/matplotlib/cbook/__init__.py index 0313ea495777..0f448b4ef70f 100644 --- a/lib/matplotlib/cbook/__init__.py +++ b/lib/matplotlib/cbook/__init__.py @@ -1431,7 +1431,7 @@ def _reshape_2D(X, name): raise ValueError("{} must have 2 or fewer dimensions".format(name)) -def violin_stats(X, method, points=100, percentiles=None): +def violin_stats(X, method, points=100, quantiles=None): """ Returns a list of dictionaries of data which can be used to draw a series of violin plots. See the `Returns` section below to view the required keys @@ -1455,9 +1455,9 @@ def violin_stats(X, method, points=100, percentiles=None): Defines the number of points to evaluate each of the gaussian kernel density estimates at. - percentiles : array-like, default = None + quantiles : array-like, default = None Defines (if not None) a list of floats in interval [0, 1] for each - column of data, which represents the percentiles that will be rendered + column of data, which represents the quantiles that will be rendered for that column of data. Must have 2 or fewer dimensions. 1D array will be treated as a singleton list containing them. @@ -1475,7 +1475,7 @@ def violin_stats(X, method, points=100, percentiles=None): - median: The median value for this column of data. - min: The minimum value for this column of data. - max: The maximum value for this column of data. - - percentiles: The percentile values for this column of data. + - quantiles: The percentile values for this column of data. """ # List of dictionaries describing each of the violins. @@ -1484,20 +1484,20 @@ def violin_stats(X, method, points=100, percentiles=None): # Want X to be a list of data sequences X = _reshape_2D(X, "X") - # Want percentiles to be as the same shape as data sequences - if percentiles is not None and len(percentiles) != 0: - percentiles = _reshape_2D(percentiles, "percentiles") - # Else, mock percentiles if is none or empty + # Want quantiles to be as the same shape as data sequences + if quantiles is not None and len(quantiles) != 0: + quantiles = _reshape_2D(quantiles, "quantiles") + # Else, mock quantiles if is none or empty else: - percentiles = [[]] * np.shape(X)[0] + quantiles = [[]] * np.shape(X)[0] - # percentiles should has the same size as dataset - if np.shape(X)[:1] != np.shape(percentiles)[:1]: - raise ValueError("List of violinplot statistics and percentile values" + # quantiles should has the same size as dataset + if np.shape(X)[:1] != np.shape(quantiles)[:1]: + raise ValueError("List of violinplot statistics and quantiles values" " must have the same length") - # Zip x and percentiles - data = zip(X, percentiles) + # Zip x and quantiles + data = zip(X, quantiles) for (x, p) in data: # Dictionary of results for this distribution @@ -1518,7 +1518,7 @@ def violin_stats(X, method, points=100, percentiles=None): stats['median'] = np.median(x) stats['min'] = min_val stats['max'] = max_val - stats['percentiles'] = np.atleast_1d(p_val) + stats['quantiles'] = np.atleast_1d(p_val) # Append to output vpstats.append(stats) diff --git a/lib/matplotlib/pyplot.py b/lib/matplotlib/pyplot.py index 84292b1c54b4..da8f59019867 100644 --- a/lib/matplotlib/pyplot.py +++ b/lib/matplotlib/pyplot.py @@ -2998,13 +2998,13 @@ def triplot(*args, **kwargs): def violinplot( dataset, positions=None, vert=True, widths=0.5, showmeans=False, showextrema=True, showmedians=False, - percentiles=None, points=100, bw_method=None, *, data=None): + quantiles=None, points=100, bw_method=None, *, data=None): return gca().violinplot( dataset, positions=positions, vert=vert, widths=widths, showmeans=showmeans, showextrema=showextrema, - showmedians=showmedians, percentiles=percentiles, - points=points, bw_method=bw_method, **({"data": data} if data - is not None else {})) + showmedians=showmedians, quantiles=quantiles, points=points, + bw_method=bw_method, **({"data": data} if data is not None + else {})) # Autogenerated by boilerplate.py. Do not edit as changes will be lost. diff --git a/lib/matplotlib/tests/test_axes.py b/lib/matplotlib/tests/test_axes.py index b21b7de24e0b..7adb77657413 100644 --- a/lib/matplotlib/tests/test_axes.py +++ b/lib/matplotlib/tests/test_axes.py @@ -2662,7 +2662,7 @@ def test_vert_violinplot_showall(): data = [np.random.normal(size=100) for i in range(4)] ax.violinplot(data, positions=range(4), showmeans=1, showextrema=1, showmedians=1, - percentiles=[[0.1, 0.9], [0.2, 0.8], [0.3, 0.7], [0.4, 0.6]]) + quantiles=[[0.1, 0.9], [0.2, 0.8], [0.3, 0.7], [0.4, 0.6]]) @image_comparison(baseline_images=['violinplot_vert_custompoints_10'], @@ -2740,7 +2740,7 @@ def test_horiz_violinplot_showall(): data = [np.random.normal(size=100) for i in range(4)] ax.violinplot(data, positions=range(4), vert=False, showmeans=1, showextrema=1, showmedians=1, - percentiles=[[0.1, 0.9], [0.2, 0.8], [0.3, 0.7], [0.4, 0.6]]) + quantiles=[[0.1, 0.9], [0.2, 0.8], [0.3, 0.7], [0.4, 0.6]]) @image_comparison(baseline_images=['violinplot_horiz_custompoints_10'], From 6afe73ad59c2f4309203a4ce6f9eb573c9cd998f Mon Sep 17 00:00:00 2001 From: sasoripathos Date: Wed, 8 May 2019 20:53:47 -0400 Subject: [PATCH 18/21] Update violinplot call in test cases --- lib/matplotlib/tests/test_axes.py | 16 ++++++++-------- 1 file changed, 8 insertions(+), 8 deletions(-) diff --git a/lib/matplotlib/tests/test_axes.py b/lib/matplotlib/tests/test_axes.py index 7adb77657413..b041c06f6b4c 100644 --- a/lib/matplotlib/tests/test_axes.py +++ b/lib/matplotlib/tests/test_axes.py @@ -2783,7 +2783,7 @@ def test_violinplot_bad_widths(): ax.violinplot(data, positions=range(4), widths=[1, 2, 3]) -def test_violinplot_bad_percentiles(): +def test_violinplot_bad_quantiles(): ax = plt.axes() # First 9 digits of frac(sqrt(73)) np.random.seed(544003745) @@ -2791,10 +2791,10 @@ def test_violinplot_bad_percentiles(): # Different size percentile list and plots with pytest.raises(ValueError): - ax.violinplot(data, percentiles=[[0.1, 0.2], [0.5]]) + ax.violinplot(data, quantiles=[[0.1, 0.2], [0.5]]) -def test_violinplot_outofrange_percentiles(): +def test_violinplot_outofrange_quantiles(): ax = plt.axes() # First 9 digits of frac(sqrt(79)) np.random.seed(888194417) @@ -2802,15 +2802,15 @@ def test_violinplot_outofrange_percentiles(): # Percentile value above 100 with pytest.raises(ValueError): - ax.violinplot(data, percentiles=[[0.1, 0.2, 0.3, 1.05]]) + ax.violinplot(data, quantiles=[[0.1, 0.2, 0.3, 1.05]]) # Percentile value below 0 with pytest.raises(ValueError): - ax.violinplot(data, percentiles=[[-0.05, 0.2, 0.3, 0.75]]) + ax.violinplot(data, quantiles=[[-0.05, 0.2, 0.3, 0.75]]) @check_figures_equal(extensions=["png"]) -def test_violinplot_single_list_percentiles(fig_test, fig_ref): +def test_violinplot_single_list_quantiles(fig_test, fig_ref): # Ensures percentile list for 1D can be passed in as single list # First 9 digits of frac(sqrt(83)) np.random.seed(110433579) @@ -2818,11 +2818,11 @@ def test_violinplot_single_list_percentiles(fig_test, fig_ref): # Test image ax = fig_test.subplots() - ax.violinplot(data, percentiles=[0.1, 0.3, 0.9]) + ax.violinplot(data, quantiles=[0.1, 0.3, 0.9]) # Reference image ax = fig_ref.subplots() - ax.violinplot(data, percentiles=[[0.1, 0.3, 0.9]]) + ax.violinplot(data, quantiles=[[0.1, 0.3, 0.9]]) def test_manage_xticks(): From 54f955af72e6b7031d23ad2f11366838354ce13a Mon Sep 17 00:00:00 2001 From: sasoripathos Date: Wed, 8 May 2019 21:06:06 -0400 Subject: [PATCH 19/21] Update documentations from percentiles to quantiles --- lib/matplotlib/axes/_axes.py | 10 +++++----- lib/matplotlib/cbook/__init__.py | 2 +- lib/matplotlib/tests/test_axes.py | 8 ++++---- 3 files changed, 10 insertions(+), 10 deletions(-) diff --git a/lib/matplotlib/axes/_axes.py b/lib/matplotlib/axes/_axes.py index 44f1dfa1fc7e..90d7fcde0111 100644 --- a/lib/matplotlib/axes/_axes.py +++ b/lib/matplotlib/axes/_axes.py @@ -7960,7 +7960,7 @@ def violinplot(self, dataset, positions=None, vert=True, widths=0.5, - ``cquantiles``: A :class:`matplotlib.collections.LineCollection` instance created to - identify the percentile values of each of the violin's + identify the quantile values of each of the violin's distribution. """ @@ -7984,7 +7984,7 @@ def violin(self, vpstats, positions=None, vert=True, widths=0.5, Draw a violin plot for each column of `vpstats`. Each filled area extends to represent the entire data range, with optional lines at the - mean, the median, the minimum, the maximum, and the percentile values. + mean, the median, the minimum, the maximum, and the quantiles values. Parameters ---------- @@ -8008,7 +8008,7 @@ def violin(self, vpstats, positions=None, vert=True, widths=0.5, - ``max``: The maximum value for this violin's dataset. - - ``quantiles``: The percentile values for this violin's dataset. + - ``quantiles``: The quantile values for this violin's dataset. positions : array-like, default = [1, 2, ..., n] Sets the positions of the violins. The ticks and limits are @@ -8059,7 +8059,7 @@ def violin(self, vpstats, positions=None, vert=True, widths=0.5, - ``cquantiles``: A :class:`matplotlib.collections.LineCollection` instance created to - identify the percentile values of each of the violin's + identify the quantiles values of each of the violin's distribution. """ @@ -8150,7 +8150,7 @@ def violin(self, vpstats, positions=None, vert=True, widths=0.5, pmaxes, colors=edgecolor) - # Render percentile values + # Render quantile values if quantiles.size > 0: # Recalculate ranges for statistics lines for quantiles. # ppmins are the left end of quantiles lines diff --git a/lib/matplotlib/cbook/__init__.py b/lib/matplotlib/cbook/__init__.py index 0f448b4ef70f..88b4cfca63ba 100644 --- a/lib/matplotlib/cbook/__init__.py +++ b/lib/matplotlib/cbook/__init__.py @@ -1475,7 +1475,7 @@ def violin_stats(X, method, points=100, quantiles=None): - median: The median value for this column of data. - min: The minimum value for this column of data. - max: The maximum value for this column of data. - - quantiles: The percentile values for this column of data. + - quantiles: The quantile values for this column of data. """ # List of dictionaries describing each of the violins. diff --git a/lib/matplotlib/tests/test_axes.py b/lib/matplotlib/tests/test_axes.py index b041c06f6b4c..a985824ab958 100644 --- a/lib/matplotlib/tests/test_axes.py +++ b/lib/matplotlib/tests/test_axes.py @@ -2789,7 +2789,7 @@ def test_violinplot_bad_quantiles(): np.random.seed(544003745) data = [np.random.normal(size=100)] - # Different size percentile list and plots + # Different size quantile list and plots with pytest.raises(ValueError): ax.violinplot(data, quantiles=[[0.1, 0.2], [0.5]]) @@ -2800,18 +2800,18 @@ def test_violinplot_outofrange_quantiles(): np.random.seed(888194417) data = [np.random.normal(size=100)] - # Percentile value above 100 + # Quantile value above 100 with pytest.raises(ValueError): ax.violinplot(data, quantiles=[[0.1, 0.2, 0.3, 1.05]]) - # Percentile value below 0 + # Quantile value below 0 with pytest.raises(ValueError): ax.violinplot(data, quantiles=[[-0.05, 0.2, 0.3, 0.75]]) @check_figures_equal(extensions=["png"]) def test_violinplot_single_list_quantiles(fig_test, fig_ref): - # Ensures percentile list for 1D can be passed in as single list + # Ensures quantile list for 1D can be passed in as single list # First 9 digits of frac(sqrt(83)) np.random.seed(110433579) data = [np.random.normal(size=100)] From a0c307332051df2acf49568264f5d0389c87a6d5 Mon Sep 17 00:00:00 2001 From: sasoripathos Date: Thu, 9 May 2019 21:42:21 -0400 Subject: [PATCH 20/21] Update docstring and backward campatibility Add next API change document for violin_stats in cbook. Make violin() more backward campatible by making quantiles key optional. Update smoke test for violin number and quantile lists number mismatch. --- doc/api/next_api_changes/2019-05-09-AL.rst | 6 +++++ lib/matplotlib/axes/_axes.py | 30 ++++++++++++---------- lib/matplotlib/cbook/__init__.py | 8 +++--- lib/matplotlib/tests/test_axes.py | 2 +- 4 files changed, 27 insertions(+), 19 deletions(-) create mode 100644 doc/api/next_api_changes/2019-05-09-AL.rst diff --git a/doc/api/next_api_changes/2019-05-09-AL.rst b/doc/api/next_api_changes/2019-05-09-AL.rst new file mode 100644 index 000000000000..a2b6afa73f4d --- /dev/null +++ b/doc/api/next_api_changes/2019-05-09-AL.rst @@ -0,0 +1,6 @@ +API changes +``````````` + +The dictionaries returned by `matplotlib.cbook.violin_stats()` now contains an +extra key `quantiles`, which maps to a list of floats representing the quantile +values of a violin. diff --git a/lib/matplotlib/axes/_axes.py b/lib/matplotlib/axes/_axes.py index 90d7fcde0111..862c7b7b4eec 100644 --- a/lib/matplotlib/axes/_axes.py +++ b/lib/matplotlib/axes/_axes.py @@ -7916,7 +7916,7 @@ def violinplot(self, dataset, positions=None, vert=True, widths=0.5, showmedians : bool, default = False If `True`, will toggle rendering of the medians. - quantiles : array-like, default=None + quantiles : array-like, default = None If not None, set a list of floats in interval [0, 1] for each violin, which stands for the quantiles that will be rendered for that violin. @@ -7958,9 +7958,8 @@ def violinplot(self, dataset, positions=None, vert=True, widths=0.5, - ``cmedians``: A `~.collections.LineCollection` instance that marks the median values of each of the violin's distribution. - - ``cquantiles``: A - :class:`matplotlib.collections.LineCollection` instance created to - identify the quantile values of each of the violin's + - ``cquantiles``: A `~.collections.LineCollection` instance created + to identify the quantile values of each of the violin's distribution. """ @@ -8008,7 +8007,10 @@ def violin(self, vpstats, positions=None, vert=True, widths=0.5, - ``max``: The maximum value for this violin's dataset. - - ``quantiles``: The quantile values for this violin's dataset. + Optional keys are: + + - ``quantiles``: A list of scalars containing the quantile values + for this violin's dataset. positions : array-like, default = [1, 2, ..., n] Sets the positions of the violins. The ticks and limits are @@ -8057,9 +8059,8 @@ def violin(self, vpstats, positions=None, vert=True, widths=0.5, - ``cmedians``: A `~.collections.LineCollection` instance that marks the median values of each of the violin's distribution. - - ``cquantiles``: A - :class:`matplotlib.collections.LineCollection` instance created to - identify the quantiles values of each of the violin's + - ``cquantiles``: A `~.collections.LineCollection` instance created + to identify the quantiles values of each of the violin's distribution. """ @@ -8126,7 +8127,10 @@ def violin(self, vpstats, positions=None, vert=True, widths=0.5, mins.append(stats['min']) maxes.append(stats['max']) medians.append(stats['median']) - quantiles = np.concatenate((quantiles, stats['quantiles'])) + q = stats.get('quantiles') + if q is not None: + # If exist key quantiles, assume it's a list of floats + quantiles = np.concatenate((quantiles, q)) artists['bodies'] = bodies # Render means @@ -8158,10 +8162,10 @@ def violin(self, vpstats, positions=None, vert=True, widths=0.5, # pmaxes are the right end of quantiles lines ppmaxs = np.asarray([]) for stats, cmin, cmax in zip(vpstats, pmins, pmaxes): - ppmins = np.concatenate((ppmins, [cmin] * - np.size(stats['quantiles']))) - ppmaxs = np.concatenate((ppmaxs, [cmax] * - np.size(stats['quantiles']))) + q = stats.get('quantiles') + if q is not None: + ppmins = np.concatenate((ppmins, [cmin] * np.size(q))) + ppmaxs = np.concatenate((ppmaxs, [cmax] * np.size(q))) # Start rendering artists['cquantiles'] = perp_lines(quantiles, ppmins, ppmaxs, colors=edgecolor) diff --git a/lib/matplotlib/cbook/__init__.py b/lib/matplotlib/cbook/__init__.py index 88b4cfca63ba..3f539b569830 100644 --- a/lib/matplotlib/cbook/__init__.py +++ b/lib/matplotlib/cbook/__init__.py @@ -1497,16 +1497,14 @@ def violin_stats(X, method, points=100, quantiles=None): " must have the same length") # Zip x and quantiles - data = zip(X, quantiles) - - for (x, p) in data: + for (x, q) in zip(X, quantiles): # Dictionary of results for this distribution stats = {} # Calculate basic stats for the distribution min_val = np.min(x) max_val = np.max(x) - p_val = np.percentile(x, 100 * p) + quantile_val = np.percentile(x, 100 * q) # Evaluate the kernel density estimate coords = np.linspace(min_val, max_val, points) @@ -1518,7 +1516,7 @@ def violin_stats(X, method, points=100, quantiles=None): stats['median'] = np.median(x) stats['min'] = min_val stats['max'] = max_val - stats['quantiles'] = np.atleast_1d(p_val) + stats['quantiles'] = np.atleast_1d(quantile_val) # Append to output vpstats.append(stats) diff --git a/lib/matplotlib/tests/test_axes.py b/lib/matplotlib/tests/test_axes.py index a985824ab958..210d470636c2 100644 --- a/lib/matplotlib/tests/test_axes.py +++ b/lib/matplotlib/tests/test_axes.py @@ -2791,7 +2791,7 @@ def test_violinplot_bad_quantiles(): # Different size quantile list and plots with pytest.raises(ValueError): - ax.violinplot(data, quantiles=[[0.1, 0.2], [0.5]]) + ax.violinplot(data, quantiles=[[0.1, 0.2], [0.5, 0.7]]) def test_violinplot_outofrange_quantiles(): From c586932fa13eb54389f3df007b6330930f8d98d3 Mon Sep 17 00:00:00 2001 From: sasoripathos Date: Sat, 11 May 2019 15:35:47 -0400 Subject: [PATCH 21/21] Remove unnecessary api change doc --- doc/api/next_api_changes/2019-05-09-AL.rst | 6 ------ 1 file changed, 6 deletions(-) delete mode 100644 doc/api/next_api_changes/2019-05-09-AL.rst diff --git a/doc/api/next_api_changes/2019-05-09-AL.rst b/doc/api/next_api_changes/2019-05-09-AL.rst deleted file mode 100644 index a2b6afa73f4d..000000000000 --- a/doc/api/next_api_changes/2019-05-09-AL.rst +++ /dev/null @@ -1,6 +0,0 @@ -API changes -``````````` - -The dictionaries returned by `matplotlib.cbook.violin_stats()` now contains an -extra key `quantiles`, which maps to a list of floats representing the quantile -values of a violin.

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Do not edit as changes will be lost. @@ -3028,7 +3028,7 @@ def sci(im): # Autogenerated by boilerplate.py. Do not edit as changes will be lost. @docstring.copy(Axes.set_title) -def title(label, fontdict=None, loc=None, pad=None, **kwargs): +def title(label, fontdict=None, loc='center', pad=None, **kwargs): return gca().set_title( label, fontdict=fontdict, loc=loc, pad=pad, **kwargs) From 5552d3d669350a2e6164a6ba6da680d02dfd042c Mon Sep 17 00:00:00 2001 From: sasoripathos Date: Tue, 30 Apr 2019 15:26:33 -0400 Subject: [PATCH 07/21] Fix code style --- lib/matplotlib/axes/_axes.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/lib/matplotlib/axes/_axes.py b/lib/matplotlib/axes/_axes.py index b5973e4bb224..7eab82c847b7 100644 --- a/lib/matplotlib/axes/_axes.py +++ b/lib/matplotlib/axes/_axes.py @@ -7890,7 +7890,7 @@ def matshow(self, Z, **kwargs): @_preprocess_data(replace_names=["dataset"]) def violinplot(self, dataset, positions=None, vert=True, widths=0.5, showmeans=False, showextrema=True, showmedians=False, - percentiles=None, points=100, bw_method=None): + percentiles=None, points=100, bw_method=None): """ Make a violin plot. From 3fd9152ba873569a8e4fe2f395076230d6e5b007 Mon Sep 17 00:00:00 2001 From: sasoripathos Date: Tue, 30 Apr 2019 15:32:15 -0400 Subject: [PATCH 08/21] Remove unused test images --- lib/matplotlib/axes/_axes.py | 3 +-- .../test_axes/bar_decimal_center.png | Bin 14637 -> 0 bytes .../test_axes/barh_decimal_center.png | Bin 10703 -> 0 bytes 3 files changed, 1 insertion(+), 2 deletions(-) delete mode 100644 lib/matplotlib/tests/baseline_images/test_axes/bar_decimal_center.png delete mode 100644 lib/matplotlib/tests/baseline_images/test_axes/barh_decimal_center.png diff --git a/lib/matplotlib/axes/_axes.py b/lib/matplotlib/axes/_axes.py index 7eab82c847b7..0e71cc8f8c5c 100644 --- a/lib/matplotlib/axes/_axes.py +++ b/lib/matplotlib/axes/_axes.py @@ -7889,8 +7889,7 @@ def matshow(self, Z, **kwargs): @_preprocess_data(replace_names=["dataset"]) def violinplot(self, dataset, positions=None, vert=True, widths=0.5, - showmeans=False, showextrema=True, showmedians=False, - percentiles=None, points=100, bw_method=None): + showmeans=False, showextrema=True, showmedians=False, points=100, bw_method=None): """ Make a violin plot. diff --git a/lib/matplotlib/tests/baseline_images/test_axes/bar_decimal_center.png b/lib/matplotlib/tests/baseline_images/test_axes/bar_decimal_center.png deleted file mode 100644 index ef5bf5cc4d734849ff270d511bc238cfcfba9c6f..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 14637 zcmd^m2UL{j+UZqs`DF&h_QUpXg zSbza(A~+zzpbULz0}Ko>F!y;$?n=(dpL5Q??p^m^=iDr_P#C`XzW05f{p@G&Jz?J) z=xzQ+;2R9XHlH}I{R4)r7R9htrkv~GI|;s5-Qmj`ucIf56j5>{)^IXo{lmXcbsElm?(Ba`^Xvp z#L@0R?|Y2$FKk26TAepSWkOO;w@;OcawdJVQ6~P~#V1*rzMY|Ga{C*8XUpB1a&P~DpQMh;fF{g}e~G~KB1wHtY~+q13GGBPq=lQic0 zVvNkq6Br%QLaM!8Ud>m+xi~PtuIk~DYXSumjCLF1R!!D(N-Uh3 zFQ+B6qTver9_v5g*{VMCy*G`VWfW-f(uM!0pMGLg{PqfJwCXrvd1;YU6~?`@+;4(X zo_pc#jgDM9J?_&`1dT+II;Hc=ta*Bad~;Q2fpgl!hYwp8*KZXT)RWE~?y1DHS~Zu9 zBl%=|Wl{y6PZzN0paVKWr6w2;)+<(P4)^>KBkS-z*bZhmiKlHgz#JuyFqT6QSe 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zw#$vs@gLVmd(=iH?zU*N83hW`$NRgnEoqut6G}N_rj@(+V3vQ+gO^!#q<=o>ew2a?mQ3V?fr!s(7>SuS?}E7;n=IGc!I<`bd3KDg zr_hP&>^G8U=5N~9NT$1P&UUe~q0}bP3g0_y~(e2=5JyIF5n4hDWl!vTjB5boB4uvBGFb~xS@r= zG&DEc$NtS^ry<_Z9wpzva!29(c$r?m2)*Pe>+^EMUEkmL{<{4k>RR=~?U+deJ|js5 zB*oTr9U|vRt6JqG6Uw}YmgnpA3(h5kGp8tD9yF$yR>Kud5o0-tU`T(nc>o;NPKud zE8_$B#ZP>mOO~Zq7HV_cA$NvU2ZVq*qc=o7k6GooF!7ROP<{`&jWkZquITlO&`Xb& zx;~}GoN;0Ey`%NyoMgk(+$QB4h{we29GgIKcakA z6#6Xj9Y0dS#OtA-k$-|kNl1`zmok{%yDu3S7ADgxzD8FsiZ`%@zkH&vWI=>w@xY4VL8=Y0Y{ z^n_OktkE!=Z@DO8jW()00fKEMnBSGFQgrZ zsq^U$Ft`e4pukoMDL=vhcD=;kcQn-1{W`S()&;z2bkn$FX1=Z>2Yt4_w!C%h1TB4i zdzb!v-CCB$%c)1;(}^pNKE2nyYJP7!OJfBs!pRC)h(pta@L#2pa>3BT-p1H=DyGrh zL(8|@yvxGcxFBdk!#x2QR~7m)4G4N&cU}4%taRh xWGWoT81wTY!}*}{7LN_)U-RGCLHNARbecHE`*_V1S_BB9sjjV-bLRTp{{`tcsT%+Q From 80d3fd8706fa54fd7c4480b54752c7bcc793bf31 Mon Sep 17 00:00:00 2001 From: sasoripathos Date: Tue, 30 Apr 2019 15:33:44 -0400 Subject: [PATCH 09/21] Update pyplot.py --- lib/matplotlib/axes/_axes.py | 3 ++- lib/matplotlib/pyplot.py | 5 +++-- 2 files changed, 5 insertions(+), 3 deletions(-) diff --git a/lib/matplotlib/axes/_axes.py b/lib/matplotlib/axes/_axes.py index 0e71cc8f8c5c..7eab82c847b7 100644 --- a/lib/matplotlib/axes/_axes.py +++ b/lib/matplotlib/axes/_axes.py @@ -7889,7 +7889,8 @@ def matshow(self, Z, **kwargs): @_preprocess_data(replace_names=["dataset"]) def violinplot(self, dataset, positions=None, vert=True, widths=0.5, - showmeans=False, showextrema=True, showmedians=False, points=100, bw_method=None): + showmeans=False, showextrema=True, showmedians=False, + percentiles=None, points=100, bw_method=None): """ Make a violin plot. diff --git a/lib/matplotlib/pyplot.py b/lib/matplotlib/pyplot.py index 707a1da3b2a8..3e32d8143833 100644 --- a/lib/matplotlib/pyplot.py +++ b/lib/matplotlib/pyplot.py @@ -2990,11 +2990,12 @@ def triplot(*args, **kwargs): def violinplot( dataset, positions=None, vert=True, widths=0.5, showmeans=False, showextrema=True, showmedians=False, - points=100, bw_method=None, *, data=None): + percentiles=None, points=100, bw_method=None, *, data=None): return gca().violinplot( dataset, positions=positions, vert=vert, widths=widths, showmeans=showmeans, showextrema=showextrema, - showmedians=showmedians, points=points, bw_method=bw_method, + showmedians=showmedians, percentiles=None, points=points, + bw_method=bw_method, **({"data": data} if data is not None else {})) From f78fcac95504144487dea53972f53d4a7bbead59 Mon Sep 17 00:00:00 2001 From: sasoripathos Date: Tue, 30 Apr 2019 15:35:08 -0400 Subject: [PATCH 10/21] Update pyplot.py --- lib/matplotlib/pyplot.py | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/lib/matplotlib/pyplot.py b/lib/matplotlib/pyplot.py index 3e32d8143833..e09b32c803be 100644 --- a/lib/matplotlib/pyplot.py +++ b/lib/matplotlib/pyplot.py @@ -2994,9 +2994,8 @@ def violinplot( return gca().violinplot( dataset, positions=positions, vert=vert, widths=widths, showmeans=showmeans, showextrema=showextrema, - showmedians=showmedians, percentiles=None, points=points, - bw_method=bw_method, - **({"data": data} if data is not None else {})) + showmedians=showmedians, percentiles=percentiles, points=points, + bw_method=bw_method, **({"data": data} if data is not None else {})) # Autogenerated by boilerplate.py. Do not edit as changes will be lost. From dbda148a19db1c0faf5a6842793075dc9eacecd0 Mon Sep 17 00:00:00 2001 From: sasoripathos Date: Tue, 30 Apr 2019 16:01:13 -0400 Subject: [PATCH 11/21] Run boilerplate --- lib/matplotlib/pyplot.py | 7 ++++--- lib/matplotlib/tests/test_axes.py | 1 - 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/lib/matplotlib/pyplot.py b/lib/matplotlib/pyplot.py index e09b32c803be..90a5b8c4bfad 100644 --- a/lib/matplotlib/pyplot.py +++ b/lib/matplotlib/pyplot.py @@ -2994,8 +2994,9 @@ def violinplot( return gca().violinplot( dataset, positions=positions, vert=vert, widths=widths, showmeans=showmeans, showextrema=showextrema, - showmedians=showmedians, percentiles=percentiles, points=points, - bw_method=bw_method, **({"data": data} if data is not None else {})) + showmedians=showmedians, percentiles=percentiles, + points=points, bw_method=bw_method, **({"data": data} if data + is not None else {})) # Autogenerated by boilerplate.py. Do not edit as changes will be lost. @@ -3028,7 +3029,7 @@ def sci(im): # Autogenerated by boilerplate.py. Do not edit as changes will be lost. @docstring.copy(Axes.set_title) -def title(label, fontdict=None, loc='center', pad=None, **kwargs): +def title(label, fontdict=None, loc=None, pad=None, **kwargs): return gca().set_title( label, fontdict=fontdict, loc=loc, pad=pad, **kwargs) diff --git a/lib/matplotlib/tests/test_axes.py b/lib/matplotlib/tests/test_axes.py index 0cf2ebf63615..e9e6c12c973c 100644 --- a/lib/matplotlib/tests/test_axes.py +++ b/lib/matplotlib/tests/test_axes.py @@ -11,7 +11,6 @@ import numpy as np from numpy import ma from cycler import cycler -from decimal import Decimal import pytest import warnings From fb32794fe2bcadaeb84cf6bcfb4f42cf5ab6567a Mon Sep 17 00:00:00 2001 From: sasoripathos Date: Wed, 1 May 2019 12:42:23 -0400 Subject: [PATCH 12/21] Remove extra image-compare tests, update documentation --- lib/matplotlib/axes/_axes.py | 14 +++++----- lib/matplotlib/cbook/__init__.py | 13 +++++----- .../violinplot_horiz_showpercentiles.png | Bin 37990 -> 0 bytes .../violinplot_vert_showpercentiles.png | Bin 38100 -> 0 bytes lib/matplotlib/tests/test_axes.py | 24 ------------------ 5 files changed, 15 insertions(+), 36 deletions(-) delete mode 100644 lib/matplotlib/tests/baseline_images/test_axes/violinplot_horiz_showpercentiles.png delete mode 100644 lib/matplotlib/tests/baseline_images/test_axes/violinplot_vert_showpercentiles.png diff --git a/lib/matplotlib/axes/_axes.py b/lib/matplotlib/axes/_axes.py index 7eab82c847b7..da5645b8bf78 100644 --- a/lib/matplotlib/axes/_axes.py +++ b/lib/matplotlib/axes/_axes.py @@ -7927,9 +7927,9 @@ def violinplot(self, dataset, positions=None, vert=True, widths=0.5, If `True`, will toggle rendering of the medians. percentiles : array-like, default=None - If not None, set a list of float number in interval [0, 100] for - each violin, which stands for the percentiles that will be rendered - for that violin. + If not None, set a list of floats in interval [0, 100] for each + violin, which stands for the percentiles that will be rendered for + that violin. points : scalar, default = 100 Defines the number of points to evaluate each of the @@ -7982,8 +7982,8 @@ def _kde_method(X, coords): kde = mlab.GaussianKDE(X, bw_method) return kde.evaluate(coords) - vpstats = cbook.violin_stats(dataset, _kde_method, - percentiles=percentiles, points=points) + vpstats = cbook.violin_stats(dataset, _kde_method, points=points, + percentiles=percentiles) return self.violin(vpstats, positions=positions, vert=vert, widths=widths, showmeans=showmeans, showextrema=showextrema, showmedians=showmedians) @@ -8162,8 +8162,10 @@ def violin(self, vpstats, positions=None, vert=True, widths=0.5, # Render percentile values if percentiles.size > 0: - # Recalculate the pmins and pmaxes for percentiles + # Recalculate ranges for statistics lines for percentiles. + # ppmins are the left end of percentiles lines ppmins = np.asarray([]) + # pmaxes are the right end of percentiles lines ppmaxs = np.asarray([]) for stats, cmin, cmax in zip(vpstats, pmins, pmaxes): ppmins = np.concatenate((ppmins, [cmin] * diff --git a/lib/matplotlib/cbook/__init__.py b/lib/matplotlib/cbook/__init__.py index 4df8a9165b06..b884a37e876a 100644 --- a/lib/matplotlib/cbook/__init__.py +++ b/lib/matplotlib/cbook/__init__.py @@ -1431,7 +1431,7 @@ def _reshape_2D(X, name): raise ValueError("{} must have 2 or fewer dimensions".format(name)) -def violin_stats(X, method, percentiles=None, points=100): +def violin_stats(X, method, points=100, percentiles=None): """ Returns a list of dictionaries of data which can be used to draw a series of violin plots. See the `Returns` section below to view the required keys @@ -1451,15 +1451,16 @@ def violin_stats(X, method, percentiles=None, points=100): return a vector of the values of the KDE evaluated at the values specified in coords. - percentiles : array-like, default = None - Defines (if not None) a list of float number in interval [0, 100] for - each column of data, which represents the percentiles that will be - rendered for that column of data. - points : scalar, default = 100 Defines the number of points to evaluate each of the gaussian kernel density estimates at. + percentiles : array-like, default = None + Defines (if not None) a list of floats in interval [0, 100] for each + column of data, which represents the percentiles that will be rendered + for that column of data. Must have 2 or fewer dimensions. 1D array will + be returned in a singleton list containing them. + Returns ------- diff --git a/lib/matplotlib/tests/baseline_images/test_axes/violinplot_horiz_showpercentiles.png b/lib/matplotlib/tests/baseline_images/test_axes/violinplot_horiz_showpercentiles.png deleted file mode 100644 index 737bad5e463f047dc7a99f09a0b14e9395c020a7..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 37990 zcmeFZc{r5q|35tT!C)}5BnCqhV$>wrml;t;$kNC*c4g1L?34zdGfiia9n-0fBIlX#da^YZSSGKQ#8k zU-7%_&ez5LwW?2!RZzBk;wJWtDE z6;9coJEeG57U}Be=dCO+|G)l6IWJ!q`NK)KPY?(aqL0%u4SM)%wPVt~IVbysgMORCk?f%<+2_YUBx=)-V3Ck@;c3tnw zynX66^bI=h=9}bRG@8FYnic-H^}B$(tC#hdng7=2fluZyUwIpE3;BbHC+8R6KP&ll z**d^1oEjW4B=N*8Cx%S>xWZo5sMCqlKFX1pC^$FxjC}n6zx;n@5PGkN(^GFd5re+n zcUk?rG34Ov%$z`)>658=Rc_s6C-6FHJ2x-y_2o-yH4FZAQvs7FRxaVd=jDA?x17T3 z;XKrVw*ASrS$5kUdZAS2T93(uS#PpVBIj%jyIec(CDrKCiq?>cJ@wtC#~*91k7tYz 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