Better handling of matplotlib rc settings.
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The :mod:`replot` module is a (sane) Python plotting module, abstracting on top
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The :mod:`replot` module is a (sane) Python plotting module, abstracting on top
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of Matplotlib.
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of Matplotlib.
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"""
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"""
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import shutil
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import matplotlib.pyplot as plt
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import matplotlib.pyplot as plt
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import numpy as np
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import numpy as np
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import seaborn.apionly as sns
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import seaborn.apionly as sns
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@ -17,9 +19,23 @@ DEFAULT_X_INTERVAL = np.linspace(-10, 10,
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DEFAULT_NB_SAMPLES)
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DEFAULT_NB_SAMPLES)
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# TODO: Remove it, this is interfering with matplotlib
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def mpl_custom_rc_context():
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plt.rcParams['figure.figsize'] = (10.0, 8.0) # Larger figures by default
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"""
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plt.rcParams['text.usetex'] = True # Use LaTeX rendering
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Overload ``matplotlib.rcParams`` to enable advanced features if \
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available. In particular, use LaTeX if available.
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:returns: A ``matplotlib.rc_context`` object to use in a ``with`` \
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statement.
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"""
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custom_rc = {}
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# Add LaTeX in rc if available
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if(shutil.which("latex") is not None and
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shutil.which("gs") is not None and
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shutil.which("dvipng") is not None):
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# LateX dependencies are all available
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custom_rc["text.usetex"] = True
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custom_rc["text.latex.unicode"] = True
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return plt.rc_context(rc=custom_rc)
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class Figure():
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class Figure():
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@ -69,29 +85,32 @@ class Figure():
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"""
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"""
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Actually render and show the :class:`Figure` object.
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Actually render and show the :class:`Figure` object.
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"""
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"""
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# Tweak matplotlib to use seaborn
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# Use custom matplotlib context
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sns.set()
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with mpl_custom_rc_context():
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# Plot using specified color palette
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# Tweak matplotlib to use seaborn
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with sns.color_palette(palette=self.palette, n_colors=self.max_colors):
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sns.set()
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# Create figure
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# Plot using specified color palette
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figure, axes = plt.subplots()
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with sns.color_palette(palette=self.palette,
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# Add plots
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n_colors=self.max_colors):
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for plot_ in self.plots:
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# Create figure
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tmp_plots = axes.plot(*(plot_[0]), **(plot_[1]))
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figure, axes = plt.subplots()
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# Do not clip line at the axes boundaries to prevent extremas
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# Add plots
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# from being cropped.
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for plot_ in self.plots:
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for tmp_plot in tmp_plots:
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tmp_plots = axes.plot(*(plot_[0]), **(plot_[1]))
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tmp_plot.set_clip_on(False)
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# Do not clip line at the axes boundaries to prevent
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# Set properties
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# extremas from being cropped.
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axes.set_xlabel(self.xlabel)
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for tmp_plot in tmp_plots:
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axes.set_ylabel(self.ylabel)
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tmp_plot.set_clip_on(False)
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axes.set_title(self.title)
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# Set properties
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self._legend(axes)
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axes.set_xlabel(self.xlabel)
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# Draw figure
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axes.set_ylabel(self.ylabel)
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figure.show()
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axes.set_title(self.title)
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# Do not forget to restore matplotlib state, in order not to interfere
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self._legend(axes)
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# with it.
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# Draw figure
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sns.reset_orig()
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figure.show()
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# Do not forget to restore matplotlib state, in order not to
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# interfere with it.
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sns.reset_orig()
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def plot(self, *args, **kwargs):
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def plot(self, *args, **kwargs):
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"""
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"""
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@ -1,2 +1,3 @@
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matplotlib>=1.5.1
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matplotlib>=1.5.1
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numpy>=1.10.4
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seaborn>=0.7.0
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seaborn>=0.7.0
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