137 lines
3.5 KiB
Python
137 lines
3.5 KiB
Python
from __future__ import division
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#import matplotlib.pyplot as plt
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from plt import *
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import numpy as np
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from numpy import pi
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def gen(hour=None):
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staticmode=False
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mult=1.0
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my_dpi=96*mult
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siz=768
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fig=plt.figure(figsize=(siz/my_dpi,siz/my_dpi),dpi=my_dpi)
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fig.patch.set_facecolor("white")
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angles = 2*pi*np.random.randint(0,864000,100)/86400
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ax = plt.subplot(111, polar=True)
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#ax.set_facecolor("white")
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#ax.figure(figsize=(10,10))
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#plt.polar()
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#ax.scatter(angles, np.ones(100)*1)
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#ax.bar(angles, np.full(100, 0.9), width=0.1, bottom=0.0, color='r', linewidth=0)
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#ax.bar(angles, np.full(100, 0.9), width=0.05, bottom=0.89, color='r', linewidth=0)
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ax.grid(b=False)
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alpha=pi/6
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def ophase(x,y,c):ax.plot([x*alpha,y*alpha],[8,8],color=c)
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ophase(0,3,"red")
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ophase(3,8.5,"blue")
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ophase(8.5,10.5,"yellow")
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ophase(10.5,12,"green")
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ax.text(2.8*alpha,0.4,"Datasets",{"size":18,"color":"red"},rotation=0)
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ax.text(6.5*alpha,0.5,"Algorithms",{"size":18,"color":"blue"},rotation=8)
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ax.text(8.6*alpha,0.8,"Analysis",{"size":18,"color":"yellow"},rotation=15)
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ax.text(10.7*alpha,0.8,"Application",{"size":18,"color":"green"},rotation=20)
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labels=["Video Data","Text Data","Graph Data","High dim Data","Density OD","Subspace preprocessing","Transformations","Ensembles","Active AD","Explainability","Interpretation","Device Failure"]
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# suppress the radial labels
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plt.setp(ax.get_yticklabels(), visible=False)
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# set the circumference labels
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if staticmode:
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ax.set_xticks(np.linspace(0, 2*pi, 12, endpoint=False))
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ax.set_xticklabels([12,1,2,3,4,5,6,7,8,9,10,11])
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ax.set_xticklabels(labels)
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else:
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ax.set_xticks([])
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data=[
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[1.04,0.16],
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[0.91,0.08],
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[0.88,-0.05],
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[1.03,-0.17],
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[1.05,-0.20],
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[1.11,-0.30],
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[1.10,-0.20],
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[1.20,-0.10],
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[1.20,0.05],
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[1.10,0.14],
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[1.10,0.19],
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[1.07,0.22],
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]
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radii=[d[0] for d in data]
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deltap=[d[1] for d in data]
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for i,(lab,rad,dp) in enumerate(zip(labels,radii,deltap)):
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theta=alpha*i
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theta90=theta*180/pi
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ax.text(theta-dp,rad,lab,{"size":13,"color":"black"},rotation=-theta90)
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def line(hour):
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plt.plot([hour*alpha,hour*alpha],[0.0,1.0],color="black")
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def sline(hour):
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plt.plot([hour*alpha,hour*alpha],[1.00,1.0],color="black")
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if not hour is None:
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line(hour)
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for i in range(12):
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sline(i)
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try:
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mplcyberpunk.add_underglow()
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mplcyberpunk.add_glow_effects()
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except:pass
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plt.plot([7*alpha,8*alpha],[1.0,1.0],color="blue")
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# make the labels go clockwise
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ax.set_theta_direction(-1)
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# place 0 at the top
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ax.set_theta_offset(pi/2.0)
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# plt.grid('off')
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# put the points on the circumference
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plt.ylim(0,1)
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#plt.show()
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if hour is None:
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plt.savefig(f"output.png",facecolor="white",format="png")
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plt.savefig(f"output.pdf",facecolor="white",format="pdf")
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else:
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plt.savefig(f"output{hour}.png",facecolor="white",format="png")
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plt.savefig(f"output{hour}.pdf",facecolor="white",format="pdf")
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try:
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plt.how()
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except:
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plt.show()
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gen()
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for i in range(1,13):
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gen(i)
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