def compareTwoRooms(id1, id2):
symbol_count = 6
phrase_length = 12
samples = 30
entries = SensorController.getEntriesFromId(id1, samples, 1)
nd = []
for e in entries:
nd.append(int(e["value"]))
entries = SensorController.getEntriesFromId(id2, samples, 1)
nd2 = []
for e in entries:
nd2.append(int(e["value"]))
sax1 = convertToSax(phrase_length, symbol_count, nd)
sax2 = convertToSax(phrase_length, symbol_count, nd2)
print sax1[1][0]
print sax2[1][0]
lookupTable = createLookup(symbol_count, sax1[0])
print saxDistance(sax1[1][0], sax2[1][0], samples, lookupTable, phrase_length, symbol_count)
pp = convertSaxBackToContinious(phrase_length, symbol_count, nd)
pp1 = convertSaxBackToContinious(phrase_length, symbol_count, nd2)
ts1 = pandas.Series(pp)
ts2 = pandas.Series(pp1)
ts1.plot(label="First Argument")
ts2.plot(label="Second Argument")
plt.legend(loc="upper left")
plt.show()
def eventProcessing1(self):
for n in SensorController.getAvailableNodes():
#print n,Loop.getEntriesFromId(n).count()
if SensorController.getEntriesFromId(n).count() >= frame_length:
data = check(n, frame_length)
(points, cur) = SAX.convertToSax(phrase_length,symbol_count, data)
#print n, cur[0]
lookupTable = SAX.createLookup(symbol_count,points)
#print SAX.convertSaxBackToContinious(phrase_length, symbol_count, data)
# print SAX.saxDistance(cur[0],"aaaddddddd",frame_length,lookupTable,phrase_length,symbol_count),n
if SAX.saxDistance(cur[0],"aaaddddddd",frame_length,lookupTable,phrase_length,symbol_count) < 2:
# print "something happening at sensor "+str(n)
thereIsMovementIn(n)
def check(id):
entries = SensorController.getEntriesFromId(id,10,1)
nd = []
for e in entries:
nd.append((float(e["value"])))
if checkEqual3(nd):
nd[0] = (nd[0]+0.1)
return nd
def check(id, frames):
entries = SensorController.getEntriesFromId(id,frames,1)
nd = []
for e in entries:
if e["value"] is not None:
nd.append((float(e["value"])))
if nd[1:] == nd[:-1]:
nd[0] = (nd[0]+0.1)
return nd
def run(self):
while not self.event.is_set():
for n in SensorController.getAvailableNodes():
self.eventProcessing1()
self.event.wait(self.number_of_seconds_to_wait)
