From 3a386a53f6c2fc9975b21059427b4af0b2eb20bb Mon Sep 17 00:00:00 2001 From: Marcel Stimberg Date: Tue, 3 May 2016 17:55:08 +0200 Subject: [PATCH 1/5] Add a `plot_type` argument to `plot_synapses` to choose between scatter/image/hexbin plots --- brian2tools/plotting/synapses.py | 106 +++++++++++++++++++++++++------ 1 file changed, 85 insertions(+), 21 deletions(-) diff --git a/brian2tools/plotting/synapses.py b/brian2tools/plotting/synapses.py index 1af6fa32..60ebd142 100644 --- a/brian2tools/plotting/synapses.py +++ b/brian2tools/plotting/synapses.py @@ -12,7 +12,7 @@ def plot_synapses(sources, targets, values=None, var_unit=None, - var_name=None, axes=None, **kwds): + var_name=None, plot_type='scatter', axes=None, **kwds): ''' Parameters ---------- @@ -31,14 +31,25 @@ def plot_synapses(sources, targets, values=None, var_unit=None, find a good scale automatically based on the ``values``. var_name : str, optional The name of the variable that is plotted. Used for the axis label. + plot_type : {``'scatter'``, ``'image'``, ``'hexbin'``}, optional + What type of plot to use. Can be ``'scatter'`` (the default) to draw + a scatter plot, ``'image'`` to display the connections as a matrix or + ``'hexbin'`` to display a 2D histogram using matplotlib's + `~matplotlib.axes.Axes.hexbin` function. + For a large number of synapses, ``'scatter'`` will be very slow. + Similarly, an ``'image'`` plot will use a lot of memory for connections + between two large groups. For a small number of neurons and synapses, + ``'hexbin'`` will be hard to interpret. axes : `~matplotlib.axes.Axes`, optional The `~matplotlib.axes.Axes` instance used for plotting. Defaults to ``None`` which means that a new `~matplotlib.axes.Axes` will be created for the plot. kwds : dict, optional - Any additional keywords command will be handed over to matplotlib's - `~matplotlib.axes.Axes.scatter` command. This can be used to set plot - properties such as the ``marker``. + Any additional keywords command will be handed over to the respective + matplotlib command (`~matplotlib.axes.Axes.scatter` if the + ``plot_type`` is ``'scatter'``, `~matplotlib.axes.Axes.imshow` for + ``'image'``, and `~matplotlib.axes.Axes.hexbin` for ``'hexbin'``). + This can be used to set plot properties such as the ``marker``. Returns ------- @@ -51,9 +62,15 @@ def plot_synapses(sources, targets, values=None, var_unit=None, from brian2tools.plotting.base import _setup_axes_matplotlib axes = _setup_axes_matplotlib(axes) + sources = np.asarray(sources) + targets = np.asarray(targets) if not len(sources) == len(targets): raise TypeError('Length of sources and targets does not match.') + if plot_type not in ['scatter', 'image', 'hexbin']: + raise ValueError("plot_type has to be either 'scatter', 'image', or " + "'hexbin' (was: %r)" % plot_type) + # Get some information out of the values if provided if values is not None: if len(values) != len(sources): @@ -69,23 +86,51 @@ def plot_synapses(sources, targets, values=None, var_unit=None, if var_unit is not None: values = values / var_unit - connection_count = Counter(zip(sources, targets)) - multiple_synapses = np.any(np.array(list(connection_count.values())) > 1) + if plot_type != 'hexbin': + # For "hexbin", we are binning multiple synapses anyway, so we don't + # have to make a difference for multiple synapses + connection_count = Counter(zip(sources, targets)) + multiple_synapses = np.any(np.array(list(connection_count.values())) > 1) edgecolor = kwds.pop('edgecolor', 'none') - if multiple_synapses: + if plot_type != 'hexbin' and multiple_synapses: if values is not None: - raise NotImplementedError('Plotting variables with multiple ' - 'synapses per source-target pair is not ' - 'implemented yet.') + raise NotImplementedError("Plotting variables with multiple " + "synapses per source-target pair is only " + "implemented for 'hexbin' plots.") unique_sources, unique_targets = zip(*connection_count.keys()) n_synapses = list(connection_count.values()) - cmap = mpl.cm.get_cmap(kwds.pop('cmap', 'Accent'), max(n_synapses)) - bounds = np.arange(max(n_synapses) + 1) + 0.5 - norm = mpl.colors.BoundaryNorm(bounds, cmap.N) - axes.scatter(unique_sources, unique_targets, c=n_synapses, - edgecolor=edgecolor, cmap=cmap, **kwds) + + if plot_type == 'scatter': + marker = kwds.pop('marker', ',') + cmap = mpl.cm.get_cmap(kwds.pop('cmap', None), max(n_synapses)) + bounds = np.arange(max(n_synapses) + 1) + 0.5 + norm = mpl.colors.BoundaryNorm(bounds, cmap.N) + axes.scatter(unique_sources, unique_targets, marker=marker, + c=n_synapses, edgecolor=edgecolor, cmap=cmap, norm=norm, + **kwds) + elif plot_type == 'image': + assert np.max(n_synapses) < 256 + full_matrix = np.zeros((np.max(unique_sources) - np.min(unique_sources) + 1, + np.max(unique_targets) - np.min(unique_targets) + 1), + dtype=np.uint8) + full_matrix[unique_sources - np.min(unique_sources), + unique_targets - np.min(unique_targets)] = n_synapses + cmap = mpl.cm.get_cmap(kwds.pop('cmap', None), + max(n_synapses) + 1) + bounds = np.arange(max(n_synapses) + 2) - 0.5 + norm = mpl.colors.BoundaryNorm(bounds, cmap.N) + origin = kwds.pop('origin', 'lower') + axes.imshow(full_matrix, origin=origin, cmap=cmap, norm=norm, + **kwds) + elif plot_type == 'hexbin': + cmap = mpl.cm.get_cmap(kwds.pop('cmap', None), + max(n_synapses) + 1) + bounds = np.arange(max(n_synapses) + 2) - 0.5 + norm = mpl.colors.BoundaryNorm(bounds, cmap.N) + axes.hexbin(sources, targets, cmap=cmap, norm=norm, **kwds) + locatable_axes = make_axes_locatable(axes) cax = locatable_axes.append_axes('right', size='5%', pad=0.05) mpl.colorbar.ColorbarBase(cax, cmap=cmap, @@ -94,14 +139,33 @@ def plot_synapses(sources, targets, values=None, var_unit=None, spacing='proportional') cax.set_ylabel('number of synapses') else: - if values is None: - axes.scatter(sources, targets, edgecolor=edgecolor, **kwds) - else: - s = axes.scatter(sources, targets, c=values, edgecolor=edgecolor, - **kwds) + if plot_type == 'scatter': + marker = kwds.pop('marker', ',') + color = kwds.pop('color', values if values is not None else 'none') + plotted = axes.scatter(sources, targets, marker=marker, c=color, + edgecolor=edgecolor, **kwds) + elif plot_type == 'image': + full_matrix = np.zeros((np.max(sources) - np.min(sources) + 1, + np.max(targets) - np.min(targets) + 1)) + if values is not None: + full_matrix[sources-np.min(sources), targets-np.min(targets)] = values + else: + full_matrix[sources - np.min(sources), targets - np.min(targets)] = 1 + origin = kwds.pop('origin', 'lower') + interpolation = kwds.pop('interpolation', 'nearest') + if values is None: + vmin = kwds.pop('vmin', 0) + else: + vmin = kwds.pop('vmin', None) + plotted = axes.imshow(full_matrix, origin=origin, interpolation=interpolation, + vmin=vmin, **kwds) + elif plot_type == 'hexbin': + plotted = axes.hexbin(sources, targets, C=values, **kwds) + + if values is not None or plot_type == 'hexbin': locatable_axes = make_axes_locatable(axes) cax = locatable_axes.append_axes('right', size='7.5%', pad=0.05) - plt.colorbar(s, cax=cax) + plt.colorbar(plotted, cax=cax) if var_name is None: if var_unit is not None: cax.set_ylabel('in units of %s' % str(var_unit)) From ae095960ea41ea31f0762ebe5f3360690051d1ff Mon Sep 17 00:00:00 2001 From: Marcel Stimberg Date: Tue, 3 May 2016 17:56:35 +0200 Subject: [PATCH 2/5] Make `brian_plot` choose a `plot_type` for synapses automatically based on some heuristics --- brian2tools/plotting/base.py | 15 ++++++++++++++- 1 file changed, 14 insertions(+), 1 deletion(-) diff --git a/brian2tools/plotting/base.py b/brian2tools/plotting/base.py index 596e4678..185ecad1 100644 --- a/brian2tools/plotting/base.py +++ b/brian2tools/plotting/base.py @@ -2,6 +2,7 @@ Base module for the plotting facilities. ''' import matplotlib.pyplot as plt +import numpy as np from brian2.spatialneuron.morphology import Morphology from brian2.monitors import SpikeMonitor, StateMonitor, PopulationRateMonitor @@ -95,7 +96,19 @@ def brian_plot(brian_obj, 'arguments, ignoring them.') plot_dendrogram(brian_obj, axes=axes) elif isinstance(brian_obj, Synapses): - plot_synapses(brian_obj.i, brian_obj.j, axes=axes) + if len(brian_obj) == 0: + raise TypeError('Synapses object does not have any synapses.') + min_sources, max_sources = np.min(brian_obj.i[:]), np.max(brian_obj.i[:]) + min_targets, max_targets = np.min(brian_obj.j[:]), np.max(brian_obj.j[:]) + source_range = max_sources - min_sources + target_range = max_targets - min_targets + if source_range < 1000 and target_range < 1000: + plot_type = 'image' + elif len(brian_obj) < 10000: + plot_type = 'scatter' + else: + plot_type = 'hexbin' + plot_synapses(brian_obj.i, brian_obj.j, plot_type=plot_type, axes=axes) else: raise NotImplementedError('Do not know how to plot object of type ' '%s' % type(brian_obj)) From ffacd2f5df1c6fe2b69bd854027e073271a982ce Mon Sep 17 00:00:00 2001 From: Marcel Stimberg Date: Tue, 3 May 2016 18:58:03 +0200 Subject: [PATCH 3/5] Update the documentation for the new synapse plots [ci skip] --- .../plotting_examples/synapses_plots.py | 22 +- .../images/brian_plot_multiple_synapses.png | Bin 0 -> 115317 bytes .../images/brian_plot_multiple_synapses.svg | 5078 ------------ docs_sphinx/images/brian_plot_synapses.png | Bin 0 -> 20177 bytes docs_sphinx/images/brian_plot_synapses.svg | 3532 --------- .../images/brian_plot_synapses_big.png | Bin 0 -> 145344 bytes .../images/plot_synapses_connections.svg | 1446 ++-- .../images/plot_synapses_weights_custom.png | Bin 0 -> 42431 bytes .../images/plot_synapses_weights_custom.svg | 5518 ------------- .../images/plot_synapses_weights_delays.svg | 6918 ++++++++--------- docs_sphinx/plotting.rst | 34 +- 11 files changed, 4126 insertions(+), 18422 deletions(-) create mode 100644 docs_sphinx/images/brian_plot_multiple_synapses.png delete mode 100644 docs_sphinx/images/brian_plot_multiple_synapses.svg create mode 100644 docs_sphinx/images/brian_plot_synapses.png delete mode 100644 docs_sphinx/images/brian_plot_synapses.svg create mode 100644 docs_sphinx/images/brian_plot_synapses_big.png create mode 100644 docs_sphinx/images/plot_synapses_weights_custom.png delete mode 100644 docs_sphinx/images/plot_synapses_weights_custom.svg diff --git a/dev/doc_tools/plotting_examples/synapses_plots.py b/dev/doc_tools/plotting_examples/synapses_plots.py index 969622d4..5696501a 100644 --- a/dev/doc_tools/plotting_examples/synapses_plots.py +++ b/dev/doc_tools/plotting_examples/synapses_plots.py @@ -19,10 +19,10 @@ from brian2tools import * fig_dir = '../../../docs_sphinx/images' brian_plot(synapses) -plt.savefig(os.path.join(fig_dir, 'brian_plot_synapses.svg')) +plt.savefig(os.path.join(fig_dir, 'brian_plot_synapses.png')) close() -plot_synapses(synapses.i, synapses.j, color='gray', marker='s') +plot_synapses(synapses.i, synapses.j, plot_type='scatter', color='gray', marker='s') plt.savefig(os.path.join(fig_dir, 'plot_synapses_connections.svg')) close() @@ -35,13 +35,23 @@ close() ax = plot_synapses(synapses.i, synapses.j, synapses.w, var_name='synaptic weights', - marker='s', cmap='hot') -ax.set_axis_bgcolor('gray') + plot_type='image', cmap='hot') +ax.set_title('Recurrent connections') synapses.connect(j='i+k for k in sample(-10, 10, p=0.5) if k != 0', skip_if_invalid=True) # ignore values outside of the limits -plt.savefig(os.path.join(fig_dir, 'plot_synapses_weights_custom.svg')) +plt.savefig(os.path.join(fig_dir, 'plot_synapses_weights_custom.png')) close() brian_plot(synapses) -plt.savefig(os.path.join(fig_dir, 'brian_plot_multiple_synapses.svg')) +plt.savefig(os.path.join(fig_dir, 'brian_plot_multiple_synapses.png')) close() + +big_group = NeuronGroup(10000, '') +many_synapses = Synapses(big_group, big_group) +many_synapses.connect(j='i+k for 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b/docs_sphinx/plotting.rst @@ -129,16 +129,28 @@ source and target indices):: Connections ~~~~~~~~~~~ A call of `~brian2tools.plotting.base.brian_plot` with a `~brian2.synapses.synapses.Synapses` object will plot all -connections as a dot:: +connections, plotting either the matrix as an image, the connections as a scatter plot, or a 2-dimensional histogram +(using matplotlib's `~matplotlib.axes.Axes.hexbin` function). The decision which type of plot to use is based on some +heuristics applied to the number of synapses and might possibly change in future versions:: brian_plot(synapses) -.. image:: images/brian_plot_synapses.svg +.. image:: images/brian_plot_synapses.png -Under the hood this calls `~brian2tools.plotting.synapses.plot_synapses` which can also be used directly for more -control:: +As explained above, for a large connection matrix this would instead use an approach based on a hexagonal 2D histogram:: - plot_synapses(synapses.i, synapses.j, color='gray', marker='s') + big_group = NeuronGroup(10000, '') + many_synapses = Synapses(big_group, big_group) + many_synapses.connect(j='i+k for k in range(-2000, 2000) if rand() < exp(-(k/1000.)**2)', + skip_if_invalid=True) + brian_plot(many_synapses) + +.. image:: images/brian_plot_synapses_big.png + +Under the hood `~brian2tools.plotting.base.brian_plot` calls `~brian2tools.plotting.synapses.plot_synapses` which can +also be used directly for more control:: + + plot_synapses(synapses.i, synapses.j, plot_type='scatter', color='gray', marker='s') .. image:: images/plot_synapses_connections.svg @@ -158,10 +170,10 @@ weights or delays:: These plots can be customized using additional keyword arguments:: ax = plot_synapses(synapses.i, synapses.j, synapses.w, var_name='synaptic weights', - marker='s', cmap='hot') - ax.set_axis_bgcolor('gray') + plot_type='image', cmap='hot') + ax.set_title('Recurrent connections') -.. image:: images/plot_synapses_weights_custom.svg +.. image:: images/plot_synapses_weights_custom.png Multiple synapses per source-target pair ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ @@ -178,7 +190,7 @@ number of synapses between each pair of neurons:: brian_plot(synapses) -.. image:: images/brian_plot_multiple_synapses.svg +.. image:: images/brian_plot_multiple_synapses.png Plotting neuronal morphologies ------------------------------ @@ -207,7 +219,7 @@ Morphologies in 2D or 3D ~~~~~~~~~~~~~~~~~~~~~~~~ In addition to the dendogram which only plots the general structure but not the actual morphology of the neuron in space, you can plot the morphology using `~brian2tools.plotting.morphology.plot_morphology`. For a 3D morphology, this -will plot the morphology in 3D using the `Majavi package`_ :: +will plot the morphology in 3D using the `Mayavi package`_ :: plot_morphology(morpho) @@ -228,6 +240,6 @@ use the default alternation between blue and red for each section:: .. image:: images/plot_morphology_3d_diameters.png -.. _`Majavi package`: http://docs.enthought.com/mayavi/mayavi/ +.. _`Mayavi package`: http://docs.enthought.com/mayavi/mayavi/ .. [#] Available at http://neuromorpho.org/neuron_info.jsp?neuron_name=51-2a \ No newline at end of file From 46084387da955b6c08fdfb607e47ce64e57c4afc Mon Sep 17 00:00:00 2001 From: Marcel Stimberg Date: Tue, 3 May 2016 19:16:59 +0200 Subject: [PATCH 4/5] Do not generate API reference docs for the test pacakge [ci skip] --- docs_sphinx/conf.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/docs_sphinx/conf.py b/docs_sphinx/conf.py index 5b4363b3..f74690e2 100644 --- a/docs_sphinx/conf.py +++ b/docs_sphinx/conf.py @@ -381,7 +381,8 @@ # Create api docs def run_apidoc(_): import sphinx.apidoc as apidoc - apidoc.main(argv=['sphinx-apidoc', '-f', '-e', '-M', '-o', './reference', '../brian2tools']) + apidoc.main(argv=['sphinx-apidoc', '-f', '-e', '-M', '-o', './reference', + '../brian2tools', '../brian2tools/tests']) def setup(app): app.connect('builder-inited', run_apidoc) \ No newline at end of file From e1f5c998e8aa343ae15e27e5180d647ed2543d80 Mon Sep 17 00:00:00 2001 From: Marcel Stimberg Date: Tue, 3 May 2016 19:07:35 +0200 Subject: [PATCH 5/5] Update tests for new plots --- brian2tools/tests/test_plotting.py | 18 ++++++++++++++++++ 1 file changed, 18 insertions(+) diff --git a/brian2tools/tests/test_plotting.py b/brian2tools/tests/test_plotting.py index 2c546f73..1065ee82 100644 --- a/brian2tools/tests/test_plotting.py +++ b/brian2tools/tests/test_plotting.py @@ -3,6 +3,7 @@ ''' import matplotlib matplotlib.use('Agg') + from brian2 import * from brian2tools import * @@ -50,12 +51,29 @@ def test_plot_synapses(): close() plot_synapses(synapses.i, synapses.j) close() + plot_synapses(synapses.i, synapses.j, plot_type='scatter') + close() + plot_synapses(synapses.i, synapses.j, plot_type='image') + close() + plot_synapses(synapses.i, synapses.j, plot_type='hexbin') + close() plot_synapses(synapses.i, synapses.j, synapses.w) close() + plot_synapses(synapses.i, synapses.j, synapses.w, plot_type='scatter') + close() + plot_synapses(synapses.i, synapses.j, synapses.w, plot_type='image') + close() + plot_synapses(synapses.i, synapses.j, synapses.w, plot_type='hexbin') + close() synapses.connect('i > 5') # More than one synapse per connection brian_plot(synapses) close() + # It should be possible to plot synaptic variables for multiple connections + # with hexbin + plot_synapses(synapses.i, synapses.j, synapses.w, plot_type='hexbin') + close() + def test_plot_morphology(): # Only testing 2D plotting for now