def __init__(self, brain, width, height, dpi):
super().__init__(brain, width, height, dpi)
from matplotlib.backends.backend_nbagg import (FigureCanvasNbAgg,
FigureManager)
self.canvas = FigureCanvasNbAgg(self.fig)
self.manager = FigureManager(self.canvas, 0)
self._connect()
class _IpyMplCanvas(_AbstractMplCanvas):
def __init__(self, brain, width, height, dpi):
super().__init__(brain, width, height, dpi)
from matplotlib.backends.backend_nbagg import (FigureCanvasNbAgg,
FigureManager)
self.canvas = FigureCanvasNbAgg(self.fig)
self.manager = FigureManager(self.canvas, 0)
self._connect()
def show(self):
"""Show the canvas."""
self.manager.show()
def __init__(self, brain, width, height, dpi, notebook=False):
from matplotlib import rc_context
from matplotlib.figure import Figure
self.notebook = notebook
if brain.separate_canvas:
parent = None
else:
parent = brain.window
# prefer constrained layout here but live with tight_layout otherwise
context = nullcontext
extra_events = ('resize',)
try:
context = rc_context({'figure.constrained_layout.use': True})
extra_events = ()
except KeyError:
pass
with context:
self.fig = Figure(figsize=(width, height), dpi=dpi)
if self.notebook:
from matplotlib.backends.backend_nbagg import (FigureCanvasNbAgg,
FigureManager)
self.canvas = FigureCanvasNbAgg(self.fig)
self.manager = FigureManager(self.canvas, 0)
else:
from PyQt5 import QtWidgets
from matplotlib.backends.backend_qt5agg import FigureCanvasQTAgg
self.canvas = FigureCanvasQTAgg(self.fig)
self.canvas.setParent(parent)
FigureCanvasQTAgg.setSizePolicy(
self.canvas,
QtWidgets.QSizePolicy.Expanding,
QtWidgets.QSizePolicy.Expanding
)
FigureCanvasQTAgg.updateGeometry(self.canvas)
self.manager = None
self.axes = self.fig.add_subplot(111)
self.axes.set(xlabel='Time (sec)', ylabel='Activation (AU)')
self.brain = brain
self.time_func = brain.callbacks["time"]
for event in ('button_press', 'motion_notify') + extra_events:
self.canvas.mpl_connect(
event + '_event', getattr(self, 'on_' + event))
def __init__(self, session, parent=None, wcs=None, state=None):
super(MatplotlibJupyterViewer, self).__init__(session, state=state)
self.figure = Figure(figsize=(10, 6))
self.canvas = FigureCanvasNbAgg(self.figure)
self.canvas.manager = FigureManager(self.canvas, 0)
self.figure, self.axes = init_mpl(self.figure, wcs=wcs)
MatplotlibViewerMixin.setup_callbacks(self)
def _mpl_initialize(self):
from matplotlib.backends.backend_nbagg import (FigureCanvasNbAgg,
FigureManager)
self.canvas = FigureCanvasNbAgg(self.fig)
self.manager = FigureManager(self.canvas, 0)
class MplCanvas(object):
"""Ultimately, this is a QWidget (as well as a FigureCanvasQTAgg, etc.)."""
def __init__(self, brain, width, height, dpi, notebook=False):
from matplotlib import rc_context
from matplotlib.figure import Figure
self.notebook = notebook
if brain.separate_canvas:
parent = None
else:
parent = brain.window
# prefer constrained layout here but live with tight_layout otherwise
context = nullcontext
extra_events = ('resize',)
try:
context = rc_context({'figure.constrained_layout.use': True})
extra_events = ()
except KeyError:
pass
with context:
self.fig = Figure(figsize=(width, height), dpi=dpi)
if self.notebook:
from matplotlib.backends.backend_nbagg import (FigureCanvasNbAgg,
FigureManager)
self.canvas = FigureCanvasNbAgg(self.fig)
self.manager = FigureManager(self.canvas, 0)
else:
from PyQt5 import QtWidgets
from matplotlib.backends.backend_qt5agg import FigureCanvasQTAgg
self.canvas = FigureCanvasQTAgg(self.fig)
self.canvas.setParent(parent)
FigureCanvasQTAgg.setSizePolicy(
self.canvas,
QtWidgets.QSizePolicy.Expanding,
QtWidgets.QSizePolicy.Expanding
)
FigureCanvasQTAgg.updateGeometry(self.canvas)
self.manager = None
self.axes = self.fig.add_subplot(111)
self.axes.set(xlabel='Time (sec)', ylabel='Activation (AU)')
self.brain = brain
self.time_func = brain.callbacks["time"]
for event in ('button_press', 'motion_notify') + extra_events:
self.canvas.mpl_connect(
event + '_event', getattr(self, 'on_' + event))
def plot(self, x, y, label, **kwargs):
"""Plot a curve."""
line, = self.axes.plot(
x, y, label=label, **kwargs)
self.update_plot()
return line
def plot_time_line(self, x, label, **kwargs):
"""Plot the vertical line."""
line = self.axes.axvline(x, label=label, **kwargs)
self.update_plot()
return line
def update_plot(self):
"""Update the plot."""
leg = self.axes.legend(
prop={'family': 'monospace', 'size': 'small'},
framealpha=0.5, handlelength=1.,
facecolor=self.brain._bg_color)
for text in leg.get_texts():
text.set_color(self.brain._fg_color)
with warnings.catch_warnings(record=True):
warnings.filterwarnings('ignore', 'constrained_layout')
self.canvas.draw()
def set_color(self, bg_color, fg_color):
"""Set the widget colors."""
self.axes.set_facecolor(bg_color)
self.axes.xaxis.label.set_color(fg_color)
self.axes.yaxis.label.set_color(fg_color)
self.axes.spines['top'].set_color(fg_color)
self.axes.spines['bottom'].set_color(fg_color)
self.axes.spines['left'].set_color(fg_color)
self.axes.spines['right'].set_color(fg_color)
self.axes.tick_params(axis='x', colors=fg_color)
self.axes.tick_params(axis='y', colors=fg_color)
self.fig.patch.set_facecolor(bg_color)
def show(self):
"""Show the canvas."""
if self.notebook:
self.manager.show()
else:
self.canvas.show()
def close(self):
"""Close the canvas."""
self.canvas.close()
def on_button_press(self, event):
"""Handle button presses."""
# left click (and maybe drag) in progress in axes
if (event.inaxes != self.axes or
event.button != 1):
return
self.time_func(
event.xdata, update_widget=True, time_as_index=False)
def clear(self):
"""Clear internal variables."""
self.close()
self.axes.clear()
self.fig.clear()
self.brain = None
self.canvas = None
self.manager = None
on_motion_notify = on_button_press # for now they can be the same
def on_resize(self, event):
"""Handle resize events."""
tight_layout(fig=self.axes.figure)