From 24f537f473cd243538a7ea6318006e75e3e73996 Mon Sep 17 00:00:00 2001 From: Till Stensitzki Date: Thu, 10 Jan 2013 10:52:37 +0100 Subject: [PATCH 1/9] [ENH] added baseline feature to stacked graph. --- lib/matplotlib/stackplot.py | 61 ++++++++++++++++++++++++++++++++++--- 1 file changed, 56 insertions(+), 5 deletions(-) diff --git a/lib/matplotlib/stackplot.py b/lib/matplotlib/stackplot.py index 534e33dfa359..f507ba670772 100644 --- a/lib/matplotlib/stackplot.py +++ b/lib/matplotlib/stackplot.py @@ -25,6 +25,16 @@ def stackplot(axes, x, *args, **kwargs): Keyword arguments: + *baseline* : ['zero', 'sym', 'wiggle', 'weighted_wiggle'] + Method use to calculate to baseline. 'zero' is just a + simple stacked plot. 'sym' is symmetric around zero and + is sometimes called `ThemeRiver`. 'wiggle' minimizes the + sum of the squared slopes. 'weighted_wiggle' does the + same but weights to account for size of each layer. + It is also called `Streamgraph`-layout. More details + can be found in http://www.leebyron.com/else/streamgraph/. + + *colors* : A list or tuple of colors. These will be cycled through and used to colour the stacked areas. All other keyword arguments are passed to @@ -44,17 +54,58 @@ def stackplot(axes, x, *args, **kwargs): if colors is not None: axes.set_color_cycle(colors) + baseline = kwargs.pop('baseline', 'zero') # Assume data passed has not been 'stacked', so stack it here. y_stack = np.cumsum(y, axis=0) r = [] + if baseline == 'zero': + first_line = 0. + + elif baseline == 'sym': + first_line = -np.sum(y, 0) * 0.5 + y_stack += first_line[None, :] + + elif baseline == 'wiggle': + m = y.shape[0] + first_line = (y * (m - 0.5 - np.arange(0, m)[:, None])).sum(0) + first_line /= -m + y_stack += first_line + + elif baseline == 'weighted_wiggle': + #TODO: Vectorize this stuff. + m, n = y.shape + center = np.zeros(n) + total = np.sum(y, 0) + for i in range(n): + if i > 0: + center[i] = center[i - 1] + for j in range(m): + if i == 0: + increase = y[j, i] + moveUp = 0.5 + else: + belowSize = 0.5 * y[j, i] + for k in range(j + 1, m): + belowSize += y[k, i] + increase = y[j, i] - y[j, i - 1] + moveUp = belowSize / total[i] + center[i] += (moveUp - 0.5) * increase + first_line = center - 0.5 * total + y_stack += first_line + else: + errstr = "Baseline method %s not recognised. " % baseline + errstr += "Expected 'zero', 'sym', 'wiggle' or 'weighted_wiggle'" + raise ValueError(errstr) # Color between x = 0 and the first array. - r.append(axes.fill_between(x, 0, y_stack[0, :], - facecolor=axes._get_lines.color_cycle.next(), **kwargs)) + r.append(axes.fill_between(x, first_line, y_stack[0,:], + facecolor=axes._get_lines.color_cycle.next(), + **kwargs)) # Color between array i-1 and array i - for i in xrange(len(y) - 1): - r.append(axes.fill_between(x, y_stack[i, :], y_stack[i + 1, :], - facecolor=axes._get_lines.color_cycle.next(), **kwargs)) + for i in xrange(len(y)-1): + r.append(axes.fill_between(x, y_stack[i,: ], y_stack[i + 1, :], + facecolor=axes._get_lines.color_cycle.next(), + **kwargs)) return r From b21b34887cd4602474b064bb9e489e6c40e1b5b4 Mon Sep 17 00:00:00 2001 From: Till Stensitzki Date: Thu, 10 Jan 2013 10:52:37 +0100 Subject: [PATCH 2/9] pep8 compliance --- lib/matplotlib/stackplot.py | 29 +++++++++++++++-------------- 1 file changed, 15 insertions(+), 14 deletions(-) diff --git a/lib/matplotlib/stackplot.py b/lib/matplotlib/stackplot.py index f507ba670772..7f66c7d0bc3a 100644 --- a/lib/matplotlib/stackplot.py +++ b/lib/matplotlib/stackplot.py @@ -56,21 +56,21 @@ def stackplot(axes, x, *args, **kwargs): baseline = kwargs.pop('baseline', 'zero') # Assume data passed has not been 'stacked', so stack it here. - y_stack = np.cumsum(y, axis=0) + stack = np.cumsum(y, axis=0) r = [] if baseline == 'zero': first_line = 0. elif baseline == 'sym': - first_line = -np.sum(y, 0) * 0.5 - y_stack += first_line[None, :] + first_line = -np.sum(y, 0) * 0.5 + stack += first_line[None, :] elif baseline == 'wiggle': m = y.shape[0] first_line = (y * (m - 0.5 - np.arange(0, m)[:, None])).sum(0) first_line /= -m - y_stack += first_line + stack += first_line elif baseline == 'weighted_wiggle': #TODO: Vectorize this stuff. @@ -83,29 +83,30 @@ def stackplot(axes, x, *args, **kwargs): for j in range(m): if i == 0: increase = y[j, i] - moveUp = 0.5 + move_up = 0.5 else: - belowSize = 0.5 * y[j, i] + below_size = 0.5 * y[j, i] for k in range(j + 1, m): - belowSize += y[k, i] + below_size += y[k, i] increase = y[j, i] - y[j, i - 1] - moveUp = belowSize / total[i] - center[i] += (moveUp - 0.5) * increase + move_up = below_size / total[i] + center[i] += (move_up - 0.5) * increase first_line = center - 0.5 * total - y_stack += first_line + stack += first_line else: errstr = "Baseline method %s not recognised. " % baseline errstr += "Expected 'zero', 'sym', 'wiggle' or 'weighted_wiggle'" raise ValueError(errstr) # Color between x = 0 and the first array. - r.append(axes.fill_between(x, first_line, y_stack[0,:], + r.append(axes.fill_between(x, first_line, stack[0, :], facecolor=axes._get_lines.color_cycle.next(), **kwargs)) # Color between array i-1 and array i - for i in xrange(len(y)-1): - r.append(axes.fill_between(x, y_stack[i,: ], y_stack[i + 1, :], - facecolor=axes._get_lines.color_cycle.next(), + for i in xrange(len(y) - 1): + color = axes._get_lines.color_cycle.next() + r.append(axes.fill_between(x, stack[i, :], stack[i + 1, :], + facecolor= color, **kwargs)) return r From 6f7a76932de624e1fa5de18a708f91cc01a4e2d8 Mon Sep 17 00:00:00 2001 From: Damon McDougall Date: Wed, 16 Jan 2013 14:20:21 -0600 Subject: [PATCH 3/9] Fix typos --- lib/matplotlib/stackplot.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/lib/matplotlib/stackplot.py b/lib/matplotlib/stackplot.py index 7f66c7d0bc3a..ffbf23e16e38 100644 --- a/lib/matplotlib/stackplot.py +++ b/lib/matplotlib/stackplot.py @@ -26,13 +26,13 @@ def stackplot(axes, x, *args, **kwargs): Keyword arguments: *baseline* : ['zero', 'sym', 'wiggle', 'weighted_wiggle'] - Method use to calculate to baseline. 'zero' is just a + Method used to calculate the baseline. 'zero' is just a simple stacked plot. 'sym' is symmetric around zero and is sometimes called `ThemeRiver`. 'wiggle' minimizes the sum of the squared slopes. 'weighted_wiggle' does the same but weights to account for size of each layer. It is also called `Streamgraph`-layout. More details - can be found in http://www.leebyron.com/else/streamgraph/. + can be found at http://www.leebyron.com/else/streamgraph/. *colors* : A list or tuple of colors. These will be cycled through and From 6975bcbb431e8e4276832f33de044b4c931822b1 Mon Sep 17 00:00:00 2001 From: Damon McDougall Date: Wed, 16 Jan 2013 15:58:44 -0600 Subject: [PATCH 4/9] Add stackplot baseline demo --- examples/pylab_examples/stackplot_demo2.py | 23 ++++++++++++++++++++++ 1 file changed, 23 insertions(+) create mode 100644 examples/pylab_examples/stackplot_demo2.py diff --git a/examples/pylab_examples/stackplot_demo2.py b/examples/pylab_examples/stackplot_demo2.py new file mode 100644 index 000000000000..78e36869fc37 --- /dev/null +++ b/examples/pylab_examples/stackplot_demo2.py @@ -0,0 +1,23 @@ +import numpy as np +import matplotlib.pyplot as plt + +np.random.seed(0) +def layers(n, m): + def bump(a): + x = 1 / (.1 + np.random.random()) + y = 2 * np.random.random() - .5 + z = 10 / (.1 + np.random.random()) + for i in range(m): + w = (i / float(m) - y) * z + a[i] += x * np.exp(-w * w) + a = np.zeros((m, n)) + for i in range(n): + for j in range(5): + bump(a[:, i]) + return a + +d=layers(3, 100) + +plt.subplots() +plt.stackplot(range(100), d.T, baseline='wiggle') +plt.show() From ff8cce4fb1c55792f7b508496f9945b15f2ee85b Mon Sep 17 00:00:00 2001 From: Damon McDougall Date: Wed, 16 Jan 2013 14:29:06 -0600 Subject: [PATCH 5/9] Update changelog and whats_new --- CHANGELOG | 2 ++ doc/users/whats_new.rst | 7 +++++++ 2 files changed, 9 insertions(+) diff --git a/CHANGELOG b/CHANGELOG index 753739de4854..03b3f3aecc93 100644 --- a/CHANGELOG +++ b/CHANGELOG @@ -1,5 +1,7 @@ 2013-01-07 Add framealpha keyword argument to legend - PO +2013-01-16 Till Stensitzki added a baseline feature to stackplot + 2012-12-22 Added classes for interpolation within triangular grids (LinearTriInterpolator) and to find the triangles in which points lie (TrapezoidMapTriFinder) to matplotlib.tri module. - IMT diff --git a/doc/users/whats_new.rst b/doc/users/whats_new.rst index 7171325099a1..5a14dd91ff91 100644 --- a/doc/users/whats_new.rst +++ b/doc/users/whats_new.rst @@ -22,6 +22,13 @@ revision, see the :ref:`github-stats`. new in matplotlib-1.3 ===================== +Baselines for stackplot +----------------------- +Till Stensitzki added non-zero baselines to :func:`~matplotlib.pyplot.stackplot`. +They may be symmetric or weighted. + +.. plot:: mpl_examples/pylab_examples/stackplot_demo2.py + Initialize a rotated rectangle ------------------------------ Damon McDougall extended the :class:`~matplotlib.patches.Rectangle` constructor From 6dc588725d74abb5b203062d9c390b32453cda80 Mon Sep 17 00:00:00 2001 From: Damon McDougall Date: Wed, 16 Jan 2013 14:39:39 -0600 Subject: [PATCH 6/9] Add stackplot baseline test --- .../test_axes/stackplot_test_baseline.pdf | Bin 0 -> 37707 bytes .../test_axes/stackplot_test_baseline.png | Bin 0 -> 55159 bytes .../test_axes/stackplot_test_baseline.svg | 3965 +++++++++++++++++ lib/matplotlib/tests/test_axes.py | 35 + 4 files changed, 4000 insertions(+) create mode 100644 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+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/lib/matplotlib/tests/test_axes.py b/lib/matplotlib/tests/test_axes.py index c474eabab76d..567e0a48cee6 100644 --- a/lib/matplotlib/tests/test_axes.py +++ b/lib/matplotlib/tests/test_axes.py @@ -863,6 +863,41 @@ def test_stackplot(): ax.set_xlim((0, 10)) ax.set_ylim((0, 70)) + +@image_comparison(baseline_images=['stackplot_test_baseline']) +def test_stackplot_baseline(): + np.random.seed(0) + def layers(n, m): + def bump(a): + x = 1 / (.1 + np.random.random()) + y = 2 * np.random.random() - .5 + z = 10 / (.1 + np.random.random()) + for i in range(m): + w = (i / float(m) - y) * z + a[i] += x * np.exp(-w * w) + a = np.zeros((m, n)) + for i in range(n): + for j in range(5): + bump(a[:, i]) + return a + + d=layers(3, 100) + + fig = plt.figure() + + plt.subplot(2, 2, 1) + plt.stackplot(range(100), d.T, baseline='zero') + + plt.subplot(2, 2, 2) + plt.stackplot(range(100), d.T, baseline='sym') + + plt.subplot(2, 2, 3) + plt.stackplot(range(100), d.T, baseline='wiggle') + + plt.subplot(2, 2, 4) + plt.stackplot(range(100), d.T, baseline='weighted_wiggle') + + @image_comparison(baseline_images=['boxplot']) def test_boxplot(): x = np.linspace(-7, 7, 140) From f318d39292646e8f73616d067dc46114098b8f04 Mon Sep 17 00:00:00 2001 From: Damon McDougall Date: Thu, 17 Jan 2013 10:54:01 -0600 Subject: [PATCH 7/9] Remove text from regression test output --- .../test_axes/stackplot_test_baseline.pdf | Bin 37707 -> 32242 bytes .../test_axes/stackplot_test_baseline.png | Bin 55159 -> 52047 bytes .../test_axes/stackplot_test_baseline.svg | 577 ------------------ lib/matplotlib/tests/test_axes.py | 3 +- 4 files changed, 2 insertions(+), 578 deletions(-) diff --git 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+ remove_text=True) def test_stackplot_baseline(): np.random.seed(0) def layers(n, m): From 339ca4e6329abbe8fe36e8234be28b1227e8465a Mon Sep 17 00:00:00 2001 From: Damon McDougall Date: Thu, 17 Jan 2013 13:08:29 -0600 Subject: [PATCH 8/9] Vectorise the loops This boasts an O(10^4) speed up --- lib/matplotlib/stackplot.py | 22 +++++++--------------- 1 file changed, 7 insertions(+), 15 deletions(-) diff --git a/lib/matplotlib/stackplot.py b/lib/matplotlib/stackplot.py index ffbf23e16e38..99942a340b6e 100644 --- a/lib/matplotlib/stackplot.py +++ b/lib/matplotlib/stackplot.py @@ -73,24 +73,16 @@ def stackplot(axes, x, *args, **kwargs): stack += first_line elif baseline == 'weighted_wiggle': - #TODO: Vectorize this stuff. m, n = y.shape center = np.zeros(n) total = np.sum(y, 0) - for i in range(n): - if i > 0: - center[i] = center[i - 1] - for j in range(m): - if i == 0: - increase = y[j, i] - move_up = 0.5 - else: - below_size = 0.5 * y[j, i] - for k in range(j + 1, m): - below_size += y[k, i] - increase = y[j, i] - y[j, i - 1] - move_up = below_size / total[i] - center[i] += (move_up - 0.5) * increase + increase = np.hstack((y[:, 0:1], np.diff(y))) + below_size = total - stack + below_size += 0.5 * y + move_up = below_size / total + move_up[:, 0] = 0.5 + center = (move_up - 0.5) * increase + center = np.cumsum(center.sum(0)) first_line = center - 0.5 * total stack += first_line else: From 6b4678b3ff784b897530f6c63439f637ae3bfa54 Mon Sep 17 00:00:00 2001 From: Damon McDougall Date: Mon, 21 Jan 2013 19:23:41 -0600 Subject: [PATCH 9/9] Add docstring to example funtion Also made a minor PEP8 change --- examples/pylab_examples/stackplot_demo2.py | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/examples/pylab_examples/stackplot_demo2.py b/examples/pylab_examples/stackplot_demo2.py index 78e36869fc37..f3b2eefcce0c 100644 --- a/examples/pylab_examples/stackplot_demo2.py +++ b/examples/pylab_examples/stackplot_demo2.py @@ -3,6 +3,9 @@ np.random.seed(0) def layers(n, m): + """ + Return *n* random Gaussian mixtures, each of length *m*. + """ def bump(a): x = 1 / (.1 + np.random.random()) y = 2 * np.random.random() - .5 @@ -16,7 +19,7 @@ def bump(a): bump(a[:, i]) return a -d=layers(3, 100) +d = layers(3, 100) plt.subplots() plt.stackplot(range(100), d.T, baseline='wiggle')