Article Outline
Python matplotlib example 'mpl prof'
Functions in program:
def line_collection(t, spikes):
Modules used in program:
import time
import matplotlib.pyplot as plt
import numpy as np
python mpl prof
Python matplotlib example: mpl prof
import numpy as np
import matplotlib.pyplot as plt
from matplotlib.collections import LineCollection
def line_collection(t, spikes):
ax = plt.subplot(111)
ts, ns = spikes.shape
segs = np.zeros((ns, ts, 2), np.float32)
segs[:, :, 1] = spikes.T
segs[:, :, 0] = t[:, None].T
line_segments = LineCollection(segs)
ax.add_collection(line_segments)
ax.set_xlim(t.min(), t.max())
ax.set_ylim(spikes.min(), spikes.max())
t = np.linspace(0, np.pi*2, 34)
y = np.sin(t)
spikes = y[:, None]*np.random.rand(1,20000)
import time
start1 = time.time()
#plt.plot(t, spikes, '-')
line_collection(t, spikes)
start2 = time.time()
plt.savefig('plot_perf.png')
stop = time.time()
print('Plotting:', -start1+start2 )
print('Exporting:', -start2+stop)
print('total:', -start1+stop)
plt.show()
Python links
- Learn Python: https://pythonbasics.org/
- Python Tutorial: https://pythonprogramminglanguage.com