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mpl_gauge.py
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mpl_gauge.py
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import matplotlib
from matplotlib import cm
from matplotlib import pyplot as plt
import numpy as np
from matplotlib.patches import Circle, Wedge, Rectangle
def degree_range(n):
start = np.linspace(0,180,n+1, endpoint=True)[0:-1]
end = np.linspace(0,180,n+1, endpoint=True)[1::]
mid_points = start + ((end-start)/2.)
return np.c_[start, end], mid_points
def rot_text(ang):
rotation = np.degrees(np.radians(ang) * np.pi / np.pi - np.radians(90))
return rotation
def gauge(labels=['LOW','MEDIUM','HIGH','VERY HIGH','EXTREME'], \
colors='jet_r', arrow=1, title=''):
"""
some sanity checks first
"""
N = len(labels)
if arrow > N:
raise Exception("\n\nThe category ({}) is greated than \
the length\nof the labels ({})".format(arrow, N))
"""
if colors is a string, we assume it's a matplotlib colormap
and we discretize in N discrete colors
"""
if isinstance(colors, str):
cmap = cm.get_cmap(colors, N)
cmap = cmap(np.arange(N))
colors = cmap[::-1,:].tolist()
if isinstance(colors, list):
if len(colors) == N:
colors = colors[::-1]
else:
raise Exception("\n\nnumber of colors {} not equal \
to number of categories{}\n".format(len(colors), N))
"""
begins the plotting
"""
fig, ax = plt.subplots()
ang_range, mid_points = degree_range(N)
labels = labels[::-1]
"""
plots the sectors and the arcs
"""
patches = []
for ang, c in zip(ang_range, colors):
# sectors
patches.append(Wedge((0.,0.), .4, *ang, facecolor='w', lw=2))
# arcs
patches.append(Wedge((0.,0.), .4, *ang, width=0.10, facecolor=c, lw=2, alpha=0.5))
[ax.add_patch(p) for p in patches]
"""
set the labels (e.g. 'LOW','MEDIUM',...)
"""
for mid, lab in zip(mid_points, labels):
ax.text(0.35 * np.cos(np.radians(mid)), 0.35 * np.sin(np.radians(mid)), lab, \
horizontalalignment='center', verticalalignment='center', fontsize=14, \
fontweight='bold', rotation = rot_text(mid))
"""
set the bottom banner and the title
"""
r = Rectangle((-0.4,-0.1),0.8,0.1, facecolor='w',edgecolor='black', lw=2)
ax.add_patch(r)
ax.text(0, -0.05, title, horizontalalignment='center', \
verticalalignment='center', fontsize=22, fontweight='bold')
"""
plots the arrow now
"""
pos = mid_points[abs(arrow - N)]
ax.arrow(0, 0, 0.225 * np.cos(np.radians(pos)), 0.225 * np.sin(np.radians(pos)), \
width=0.04, head_width=0.09, head_length=0.1, fc='k', ec='k')
ax.add_patch(Circle((0, 0), radius=0.02, facecolor='k'))
ax.add_patch(Circle((0, 0), radius=0.01, facecolor='w', zorder=11))
"""
removes frame and ticks, and makes axis equal and tight
"""
ax.set_frame_on(False)
ax.axes.set_xticks([])
ax.axes.set_yticks([])
ax.axis('equal')
# plt.tight_layout()
return fig