"""Functions to plot on circle as for connectivity."""
# Authors: Adam Li <adam2392@gmail.com>
# Alex Rockhill <aprockhill@mailbox.org>
#
# License: Simplified BSD
from mne.utils import warn
from mne.viz.circle import _plot_connectivity_circle
[docs]
def plot_connectivity_circle(
con,
node_names,
indices=None,
n_lines=None,
node_angles=None,
node_width=None,
node_height=1.0,
node_colors=None,
facecolor="black",
textcolor="white",
node_edgecolor="black",
linewidth=1.5,
colormap="hot",
vmin=None,
vmax=None,
colorbar=True,
title=None,
colorbar_size=0.2,
colorbar_pos=(-0.3, 0.1),
fontsize_title=12,
fontsize_names=8,
fontsize_colorbar=8,
padding=6.0,
ax=None,
fig=None,
subplot=None,
interactive=True,
node_linewidth=2.0,
show=True,
):
"""Visualize connectivity as a circular graph.
Parameters
----------
con : array | Connectivity
Connectivity scores. Can be a square matrix, or a 1D array. If a 1D
array is provided, "indices" has to be used to define the connection
indices.
node_names : list of str
Node names. The order corresponds to the order in con.
indices : tuple of array | None
Two arrays with indices of connections for which the connections
strengths are defined in con. Only needed if con is a 1D array.
n_lines : int | None
If not None, only the n_lines strongest connections (strength=abs(con))
are drawn.
node_angles : array, shape (n_node_names,) | None
Array with node positions in degrees. If None, the nodes are equally
spaced on the circle. See mne.viz.circular_layout.
node_width : float | None
Width of each node in degrees. If None, the minimum angle between any
two nodes is used as the width.
node_height : float
The relative height of the colored bar labeling each node. Default 1.0
is the standard height.
node_colors : list of tuple | list of str
List with the color to use for each node. If fewer colors than nodes
are provided, the colors will be repeated. Any color supported by
matplotlib can be used, e.g., RGBA tuples, named colors.
facecolor : str
Color to use for background. See matplotlib.colors.
textcolor : str
Color to use for text. See matplotlib.colors.
node_edgecolor : str
Color to use for lines around nodes. See matplotlib.colors.
linewidth : float
Line width to use for connections.
colormap : str | instance of matplotlib.colors.LinearSegmentedColormap
Colormap to use for coloring the connections.
vmin : float | None
Minimum value for colormap. If None, it is determined automatically.
vmax : float | None
Maximum value for colormap. If None, it is determined automatically.
colorbar : bool
Display a colorbar or not.
title : str
The figure title.
colorbar_size : float
Size of the colorbar.
colorbar_pos : tuple, shape (2,)
Position of the colorbar.
fontsize_title : int
Font size to use for title.
fontsize_names : int
Font size to use for node names.
fontsize_colorbar : int
Font size to use for colorbar.
padding : float
Space to add around figure to accommodate long labels.
ax : instance of matplotlib PolarAxes | None
The axes to use to plot the connectivity circle.
fig : None | instance of matplotlib.figure.Figure
The figure to use. If None, a new figure with the specified background
color will be created.
Deprecated: will be removed in version 0.5.
subplot : int | tuple, shape (3,)
Location of the subplot when creating figures with multiple plots. E.g.
121 or (1, 2, 1) for 1 row, 2 columns, plot 1. See
matplotlib.pyplot.subplot.
Deprecated: will be removed in version 0.5.
interactive : bool
When enabled, left-click on a node to show only connections to that
node. Right-click shows all connections.
node_linewidth : float
Line with for nodes.
show : bool
Show figure if True.
Returns
-------
fig : instance of matplotlib.figure.Figure
The figure handle.
ax : instance of matplotlib.projections.polar.PolarAxes
The subplot handle.
Notes
-----
This code is based on a circle graph example by Nicolas P. Rougier
By default, :func:`matplotlib.pyplot.savefig` does not take ``facecolor``
into account when saving, even if set when a figure is generated. This
can be addressed via, e.g.::
>>> fig.savefig(fname_fig, facecolor='black') # doctest:+SKIP
If ``facecolor`` is not set via :func:`matplotlib.pyplot.savefig`, the
figure labels, title, and legend may be cut off in the output figure.
"""
import matplotlib.pyplot as plt
from mne_connectivity.base import BaseConnectivity
if isinstance(con, BaseConnectivity):
con = con.get_data()
if fig is not None or subplot is not None:
warn(
"Passing a `fig` and `subplot` is deprecated and not supported after "
"mne-connectivity version 0.4. Please use the `ax` argument and pass a "
"matplotlib axes object with polar coordinates instead",
DeprecationWarning,
)
if ax is None: # don't overwrite ax if passed
if fig is None:
fig = plt.figure(figsize=(8, 8), facecolor=facecolor)
if not isinstance(subplot, tuple):
subplot = (subplot,)
ax = plt.subplot(*subplot, polar=True)
return _plot_connectivity_circle(
con=con,
node_names=node_names,
indices=indices,
n_lines=n_lines,
node_angles=node_angles,
node_width=node_width,
node_height=node_height,
node_colors=node_colors,
facecolor=facecolor,
textcolor=textcolor,
node_edgecolor=node_edgecolor,
linewidth=linewidth,
colormap=colormap,
vmin=vmin,
vmax=vmax,
colorbar=colorbar,
title=title,
colorbar_size=colorbar_size,
colorbar_pos=colorbar_pos,
fontsize_title=fontsize_title,
fontsize_names=fontsize_names,
fontsize_colorbar=fontsize_colorbar,
padding=padding,
ax=ax,
interactive=interactive,
node_linewidth=node_linewidth,
show=show,
)