def speedTest(): loops = 1000 dFunc = distances.euclideanDistance lx = [[math.sin(x/10.0)]*16 for x in range(10)] ly = [[math.sin(x/10.0 + 0.5)]*16 for x in range(10)] start = datetime.now() for _ in xrange(loops): dist = dtw.dtwAcceptPortionOfInputs(lx, ly, dFunc) end = datetime.now() elapsed = (end - start) print 'total : %s ' % elapsed micros = (elapsed).seconds * 1000000 + (elapsed).microseconds microsPerLoop = micros / loops print 'microseconds per dtw(): %s' % microsPerLoop
def testDTW(): dFunc = distances.euclideanDistance #lx = [[math.sin(x/10.0)] for x in range(10)] #ly = [[math.sin(x/10.0 + 0.5)] for x in range(10)] #print lx, '\n' #print ly, '\n' lx = [[float(x)] for x in [0, 0, 0, 1, 2, 3, 3, 2]] ly = [[float(x)] for x in [1, 2, 3, 3, 3, 2, 0, 1]] #print dFunc(lx[-1], ly[6]) #lx = [[x] for x in [1,1,2,3,2,0]] #ly = [[y] for y in [0,1,1,2,3,2,1]] #print distances.euclideanDistance([1.0], [5.0]) d1 = dtw.dtwBasic(lx, ly, dFunc) #print dist d2 = dtw.dtwAcceptPortionOfInputs(lx, ly, dFunc) d3 = dtw.dtwSlopeConstraint(lx, ly, dFunc) print d1, d2, d3
