from WindowPair import WindowPair
from Interval import Interval
from OnlineDist import OnlineDist
from ChangeFinder import ChangeFinder
import random
#
# Simple code for testing the OnlineDist module with the ChangeFinder
#
# Create the online dist object and add alphas for online normals
od = OnlineDist()
od.addAlpha(0.95)
od.addAlpha(0.99)
# Create a change finder and add a single window pair
cf = ChangeFinder(od)
cf.addWindowPair(WindowPair(200, 200, 0.99))
# Process 1000 samples
i = 0;
for k in range(1000):
item = random.gauss(10, 1)
cf.addData(item)
i = i + 1
from WindowPair import WindowPair
from Interval import Interval
from OnlineDist import OnlineDist
from ChangeFinder import ChangeFinder
import random
#
# Simple code for testing the OnlineDist module with the ChangeFinder
#
# Create the online dist object and add alphas for online normals
od = OnlineDist()
od.addAlpha(0.99)
# Create a change finder and add a single window pair
cf = ChangeFinder(od)
cf.addWindowPair(WindowPair(200, 200, 0.99))
f = open('md4', 'r')
i = 0
for item in f.readlines():
cf.addData(float(item))
i = i + 1
if cf.detectChange():
print 'Change detected at sample ' + str(i)