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April 12, 2016 20:00
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streaming line python
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from lightning import Lightning | |
import numpy as np | |
import time | |
from random import randint, random | |
lgn = Lightning() | |
session = lgn.create_session() | |
NUM_LINES = 2 | |
NUM_INITIAL_POINTS = 10 | |
series = [[random() for j in xrange(NUM_INITIAL_POINTS)] for i in xrange(NUM_LINES)] | |
print series | |
x = range(NUM_INITIAL_POINTS) | |
# full manual control | |
# | |
viz_full_control = lgn.line(series, index=x) | |
session.open() | |
while True: | |
new_points = [[] for i in xrange(NUM_LINES)] | |
# choose a line to add the new point to... | |
line_index = randint(0, NUM_LINES-1) | |
for i in xrange(len(new_points)): | |
if i == line_index: | |
# add a new random point to one of the lines | |
new_points[i].append(random()) | |
else: | |
# re-use the last value if there is nothing new | |
new_points[i].append(series[i][-1]) | |
# update the x-axis values | |
x.append(x[-1] + random()) | |
for i in xrange(len(series)): | |
for j in xrange(len(new_points[i])): | |
series[i].append(new_points[i][j]) | |
viz_full_control.update(series, index=x) | |
time.sleep(2) |
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