def signal_set_xlim(axes, tmin=None, tmax=None, **kwargs):
'''
This set_xlim function replaces the usual matplotlib axes set_xlim
function. It will redraw the signals after having downsampled them.
'''
# don't do anything if locked.
if axes._are_axes_locked:
return
axes.lock_axes()
# parse inputs
if tmax is None and is_iterable(tmin):
tmin, tmax = tmin
if hasattr(axes, '_signal_times'):
for s_id in axes._signal_draw_order:
# don't replot if bounds didn't actually change.
xmin, xmax = axes.get_xlim()
if xmin == tmin and xmax == tmax and\
s_id in axes._signal_lines.keys():
continue
# delete existing lines
if s_id in axes._signal_lines.keys():
axes._signal_lines[s_id].remove()
del axes._signal_lines[s_id]
# downsample
new_signal, new_times = downsample_for_plot(
axes._signals[s_id],
axes._signal_times[s_id],
tmin, tmax, axes._signal_num_samples)
line = axes.plot(new_times, new_signal,
*axes._signal_args[s_id],
**axes._signal_kwargs[s_id])[0]
# save this line so we can remove it later.
axes._signal_lines[s_id] = line
axes.unlock_axes()
# actually change the xlimits
axes._pre_signal_set_xlim(tmin, tmax, **kwargs)
def make_into_publication_axes(
axes,
axis="both",
base_unit=("s", "V"),
base_unit_prefix=("m", "m"),
plot_to_base_factor=(1.0, 1.0),
target_size_frac=(0.2, 0.2),
scale_bar_origin_frac=(0.7, 0.7),
live_update=True,
chunks=[1, 2, 5, 10, 20, 25, 30, 50, 100, 200, 500],
y_label_rotation="horizontal",
color="black",
):
"""
Makes the axes look like trace plots in publications. That is, the
frame is not drawn, and a scale bar for x and y is displayed instead.
Inputs:
axes: The axes you wish to format this way.
axis: 'x', 'y', or 'both'
base_unit: The base SI unit, for example: 'V', 'Hz', 'F', 'C'...
base_unit_prefix: The prefix needed to get to the plotted units.
plot_to_base_factor: The factor which converts plotted units to base
units. (i.e. pixels_to_um for an image)
target_size_frac: The desired size of the scale bar, this may be off by
a bit, depending on the choice of <chunks>. (kwarg)
scale_bar_origin_frac : The position of the origin of the scale
bar in fractional axes units.
live_update: If True, the scale bars will update when ylim changes.
chunks : Passed on to get_scale_bar_info.
y_label_rotation: the angle of the y label. Anything that a matplotlib
Text object accepts as a rotation= kwarg.
color: The color of the lines and labels.
Returns:
None : It just alters the axes.
"""
if live_update:
if not hasattr(axes, "_is_signal_axes"):
make_into_signal_axes(axes)
axes._live_updating_scalebars = True
axes.set_frame_on(False)
axes.set_xticks([])
axes.set_yticks([])
# parse inputs
if is_iterable(base_unit):
base_unit_x, base_unit_y = base_unit
else:
base_unit_x, base_unit_y = (base_unit, base_unit)
if is_iterable(base_unit_prefix):
base_unit_prefix_x, base_unit_prefix_y = base_unit_prefix
else:
base_unit_prefix_x, base_unit_prefix_y = (base_unit_prefix, base_unit_prefix)
if is_iterable(plot_to_base_factor):
plot_to_base_factor_x, plot_to_base_factor_y = plot_to_base_factor
else:
plot_to_base_factor_x, plot_to_base_factor_y = (plot_to_base_factor, plot_to_base_factor)
if is_iterable(target_size_frac):
target_size_frac_x, target_size_frac_y = target_size_frac
else:
target_size_frac_x, target_size_frac_y = (target_size_frac, target_size_frac)
def create_x_scale_bar(axes):
# clear old
if hasattr(axes, "_x_scale_bar"):
for line in axes._x_scale_bar:
line.remove()
del axes._x_scale_bar
if hasattr(axes, "_x_scale_text"):
axes._x_scale_text.remove()
del axes._x_scale_text
x_min = numpy.min(axes.get_xlim())
x_max = numpy.max(axes.get_xlim())
x_range = x_max - x_min
y_min = numpy.min(axes.get_ylim())
y_max = numpy.max(axes.get_ylim())
y_range = y_max - y_min
scale_bar_info = get_scale_bar_info(
target_size_frac_x, x_range * plot_to_base_factor_x, base_unit_prefix=base_unit_prefix_x, chunks=chunks
)
bar_min = x_min + scale_bar_origin_frac[0] * x_range
bar_max = bar_min + scale_bar_info["scale_base"] / plot_to_base_factor_x
bar_y = scale_bar_origin_frac[1] * y_range + y_min
axes._x_scale_bar = axes.plot((bar_min, bar_max), (bar_y, bar_y), linewidth=2, color=color, clip_on=False)
bar_range = bar_max - bar_min
bar_mid = bar_min + bar_range / 2.0
text = "%s %s%s" % (scale_bar_info["best_chunk"], scale_bar_info["scale_unit_prefix"], base_unit_x)
f = axes.figure
canvas_size_in_pixels = (f.get_figwidth() * f.get_dpi(), f.get_figheight() * f.get_dpi())
y_pix = as_fraction_axes(y=8, axes=axes, canvas_size_in_pixels=canvas_size_in_pixels) * y_range
axes._x_scale_text = axes.text(
bar_mid, bar_y - y_pix, text, horizontalalignment="center", verticalalignment="top", color=color
)
def create_y_scale_bar(axes):
# clear old
if hasattr(axes, "_y_scale_bar"):
for line in axes._y_scale_bar:
line.remove()
del axes._y_scale_bar
if hasattr(axes, "_y_scale_text"):
axes._y_scale_text.remove()
del axes._y_scale_text
x_min = numpy.min(axes.get_xlim())
x_max = numpy.max(axes.get_xlim())
x_range = x_max - x_min
y_min = numpy.min(axes.get_ylim())
y_max = numpy.max(axes.get_ylim())
y_range = y_max - y_min
scale_bar_info = get_scale_bar_info(
target_size_frac_y, y_range * plot_to_base_factor_y, base_unit_prefix=base_unit_prefix_y, chunks=chunks
)
bar_min = scale_bar_origin_frac[1] * y_range + y_min
bar_max = bar_min + scale_bar_info["scale_base"] / plot_to_base_factor_y
bar_x = scale_bar_origin_frac[0] * x_range + x_min
axes._y_scale_bar = axes.plot((bar_x, bar_x), (bar_min, bar_max), linewidth=2, color=color, clip_on=False)
bar_range = bar_max - bar_min
bar_mid = bar_min + bar_range / 2.0
text = "%s %s%s" % (scale_bar_info["best_chunk"], scale_bar_info["scale_unit_prefix"], base_unit_y)
f = axes.figure
canvas_size_in_pixels = (f.get_figwidth() * f.get_dpi(), f.get_figheight() * f.get_dpi())
x_pix = as_fraction_axes(x=8, axes=axes, canvas_size_in_pixels=canvas_size_in_pixels) * x_range
axes._y_scale_text = axes.text(
bar_x - x_pix,
bar_mid,
text,
horizontalalignment="right",
verticalalignment="center",
rotation=y_label_rotation,
color=color,
)
if axis in ["both", "x"]:
axes._create_x_scale_bar = create_x_scale_bar
else:
axes._create_x_scale_bar = lambda axes: None
if axis in ["both", "y"]:
axes._create_y_scale_bar = create_y_scale_bar
else:
axes._create_y_scale_bar = lambda axes: None