def data_set_1():
signal = [
10.0, 12.0, 12.0, 7.0, 8.0, 9.1, 8.2, 9.4, 16.0, 15.0, 13.0, 11.0,
6.4, 9.0, 19.0, 118.0
]
print('Original signal: %s' % str(signal))
OneDHWT.ordFHWT(signal)
print('Ord FHWT : %s' % str(signal))
OneDHWTTests.print_analysis(signal, "flow", "ft^3/s")
def ex_set():
signal = [
22.0, 27.0, 48.8, 47.5, 47.0, 48.5, 48.0, 47.0, 43.0, 41.0, 41.0,
38.0, 36.0, 47.1, 34.0, 32.0
]
print('Original signal: %s' % str(signal))
OneDHWT.ordFHWT(signal)
print('Ord FHWT : %s' % str(signal))
OneDHWTTests.print_analysis(signal, "depth", "cm")
def get_up_down_spikes(row, start, end, num_of_iterations, signal_row_number):
# print("OneDHWTLaneDetectorV2.get_up_down_spikes:\n start:" + str(start) + "\tend: " + str(end))
row = row[start:end]
row_hwt = row[:]
OneDHWT.ordFHWTForNumIters(row_hwt, num_of_iterations)
spikes = OneDHWTSpikeDetector. \
detectUpDownSpikesInHWTOfRowSigSegmentByWaveDeg(row, row_hwt, num_of_iterations,
signal_row_number, start, end,
1.0, 1.0, 1, 1, 60.0, 60.0, )
return spikes
def get_up_down_spikes(row, start, end, num_of_iterations,
signal_row_number):
# print("OneDHWTLaneDetectorV2.get_up_down_spikes:\n start:" + str(start) + "\tend: " + str(end))
row = row[start:end]
row_hwt = row[:]
OneDHWT.ordFHWTForNumIters(row_hwt, num_of_iterations)
spikes = OneDHWTSpikeDetector. \
detectUpDownSpikesInHWTOfRowSigSegmentByWaveDeg(row, row_hwt, num_of_iterations,
signal_row_number, start, end,
1.0, 1.0, 1, 1, 60.0, 60.0, )
return spikes
def testOrdInvFHWT(signal):
n = NumUtils.intLog2(len(signal))
orig_signal = copy.deepcopy(signal)
print('n = %d' % n)
print('signal: %s' % str(signal))
OneDHWT.ordFHWT(signal)
print('OneDHWT: %s' % str(signal))
OneDHWT.ordInvFHWT(signal)
print('OneInvDHWT: %s' % str(signal))
rslt = NumUtils.areEqualLists(signal, orig_signal)
print('signal equality: %s' % str(rslt))
return rslt
def testOrdFHWTForNumIters(signal):
n = NumUtils.intLog2(len(signal))
print('n = %d' % n)
copy_signal = copy.deepcopy(signal)
for i in xrange(1, n):
print('num iters %d' % i)
print('Original: %s' % str(signal))
OneDHWT.ordFHWTForNumIters(signal, i)
print('Transformed: %s' % str(signal))
OneDHWT.orderedInvFHWTForNumIters(signal, i)
print('Reversed: %s' % str(signal))
for j in xrange(len(signal)):
if signal[j] != copy_signal[j]:
print('FALSE')
return
print('TRUE')
def testOrdFHWTForNumIters(signal):
n = NumUtils.intLog2(len(signal))
print("n = %d" % n)
copy_signal = copy.deepcopy(signal)
for i in xrange(1, n):
print("num iters %d" % i)
print("Original: %s" % str(signal))
OneDHWT.ordFHWTForNumIters(signal, i)
print("Transformed: %s" % str(signal))
OneDHWT.orderedInvFHWTForNumIters(signal, i)
print("Reversed: %s" % str(signal))
for j in xrange(len(signal)):
if signal[j] != copy_signal[j]:
print("FALSE")
return
print("TRUE")
def testOrdInvFHWTForNumItersGivenNumFwdIters(signal, num_fwd_iters,
num_inv_iters):
if num_inv_iters > num_fwd_iters:
raise Exception('num_inv_iters > num_fwd_iters')
num_avail_iters = NumUtils.intLog2(len(signal))
if num_inv_iters > num_avail_iters:
raise Exception('num_inv_iters > num_avail_iters')
orig_signal = copy.deepcopy(signal)
sig_copy = copy.deepcopy(signal)
print('num_fwd_iters = %d' % num_fwd_iters)
print('num_inv_iters = %d' % num_inv_iters)
OneDHWT.ordFHWTForNumIters(signal, num_fwd_iters)
OneDHWT.ordFHWTForNumIters(sig_copy, num_fwd_iters - num_inv_iters)
OneDHWT.ordInvFHWTForNumItersGivenNumFwdIters(signal, num_fwd_iters,
num_inv_iters)
rslt = NumUtils.areEqualLists(signal, sig_copy)
print(signal)
print(sig_copy)
print('signal equality: %s' % str(rslt))
return rslt
def data_set_2():
signal = [
32.5, 32.5, 32.937, 33.312, 33.125, 33.312, 33.375, 33.625, 33.687,
33.75, 34.0, 34.187, 34.0, 33.875, 34.062, 34.187, 34.187, 34.187,
34.062, 33.812, 33.875, 33.937, 34.25, 34.437, 34.75, 35.187,
35.375, 35.375, 35.187, 34.875, 35.0, 35.062, 34.937, 35.0, 34.875,
35.062, 35.125, 35.125, 35.375, 35.5, 35.312, 35.687, 35.437,
35.062, 35.0, 34.625, 33.875, 33.0, 32.187, 31.5, 30.937, 30.625,
30.5, 30.125, 29.75, 29.75, 29.875, 29.75, 29.562, 29.312, 29.062,
28.812, 28.562, 28.5, 28.437, 28.687, 28.562, 28.312, 28.0, 27.937,
27.812, 27.625, 27.437, 27.437, 27.25, 27.0, 26.875, 26.812,
26.625, 26.625, 26.5, 26.25, 26.187, 26.125, 25.812, 25.625,
25.625, 25.687, 25.687, 25.75, 25.687, 25.687, 25.875, 25.5,
25.312, 25.312, 25.062, 24.937, 24.625, 24.687, 24.562, 24.437,
24.5, 24.437, 24.312, 24.062, 24.0, 23.75, 23.437, 23.437, 23.375,
23.437, 23.625, 23.5, 23.625, 23.812, 24.0, 24.187, 24.375, 24.5,
24.562, 24.875, 25.125, 25.25, 25.312, 25.5, 25.625, 25.937,
26.312, 26.562, 26.625, 26.875, 27.125, 27.187, 27.375, 27.75,
27.937, 28.312, 28.562, 28.937, 29.25, 29.625, 30.125, 30.125,
31.0, 31.312, 31.625, 32.0, 32.437, 32.687, 32.687, 33.0, 33.375,
33.5, 33.625, 33.875, 33.937, 33.875, 33.812, 33.562, 33.875,
33.875, 33.875, 34.062, 34.375, 34.25, 34.375, 34.5, 34.5, 34.937,
35.187, 35.125, 35.125, 35.312, 35.375, 35.5, 35.0, 35.0, 35.0,
35.25, 34.75, 35.062, 35.062, 35.312, 34.937, 35.062, 35.0, 35.125,
34.812, 34.312, 33.562, 32.5, 31.937, 31.125, 30.5, 30.125, 29.812,
29.687, 29.562, 29.562, 29.5, 29.437, 29.812, 29.875, 29.687, 29.5,
29.312, 29.187, 29.0, 28.75, 28.562, 28.5, 28.375, 28.25, 28.312,
28.125, 28.0, 27.75, 27.562, 27.437, 27.25, 27.25, 27.125, 27.125,
26.812, 26.875, 26.562, 26.437, 26.25, 26.0, 25.812, 25.75, 25.625,
25.562, 25.437, 25.312, 25.187, 25.25, 25.187, 25.187, 25.0, 25.0,
24.812, 24.75, 24.812, 24.937, 24.812, 24.625, 24.437, 24.625,
24.25, 24.125, 24.062, 23.937, 23.875, 23.812, 23.812, 23.812,
23.875, 23.937, 24.437, 24.437, 24.625, 24.625, 25.062, 25.312,
25.562, 25.75, 25.75, 26.062, 26.437, 26.625, 27.25, 27.437,
27.375, 27.812, 28.0, 28.187, 28.375, 28.812, 28.75, 29.125,
29.187, 29.437, 29.437, 29.875, 30.375, 30.5, 30.937, 31.312,
31.687, 32.187, 32.437, 32.5, 32.687, 32.687, 32.75, 33.062, 33.25,
33.5, 33.625, 33.312, 33.437, 33.625, 33.5, 33.562, 33.5, 33.75,
33.75, 34.25, 34.5, 34.437, 34.437, 35.125, 34.75, 34.937, 34.437,
34.437, 34.75, 35.0, 35.062, 35.375, 34.875, 34.75, 34.187, 34.187,
34.375, 34.187, 34.437, 34.125, 34.437, 34.375, 34.625, 34.312,
33.625, 32.75, 31.875, 31.25, 30.312, 29.812, 29.312, 28.812,
28.687, 28.562, 28.562, 28.562, 28.562, 28.187, 28.187, 28.0,
27.875, 27.812, 27.937, 27.75, 27.375, 27.187, 27.125, 27.062,
26.812, 26.875, 27.375, 27.625, 27.687, 27.437, 27.25, 27.0,
26.937, 26.625, 26.75, 26.687, 26.562, 26.375, 26.437, 26.437,
26.25, 26.125, 26.125, 26.187, 26.062, 25.937, 25.687, 25.625,
25.375, 25.312, 25.187, 25.25, 25.062, 25.125, 24.937, 24.812,
24.812, 24.437, 24.375, 24.187, 24.375, 23.937, 24.187, 24.0,
24.125, 24.062, 24.0, 23.875, 23.937, 24.062, 24.312, 24.437,
24.437, 24.375, 24.812, 24.812, 25.25, 25.437, 25.75, 26.0, 26.312,
26.625, 26.625, 26.875, 27.312, 27.375, 27.75, 28.062, 28.375,
28.625, 28.937, 29.25, 29.437, 29.625, 29.875, 30.062, 30.437,
30.687, 31.187, 31.75, 31.687, 32.125, 32.375, 32.562, 32.75, 33.0,
33.375, 33.25, 33.437, 33.562, 33.625, 33.875, 34.0, 33.937,
33.875, 33.812, 33.75, 34.0, 34.375, 34.187, 34.312, 34.437, 34.5,
35.187, 35.25, 35.312, 35.125, 35.0, 35.187, 34.812, 34.75, 34.812,
34.937, 35.062, 34.375, 34.937, 34.937, 35.187, 34.875, 34.625,
34.062, 33.875, 34.0, 34.0, 33.687, 32.312, 31.75, 31.125, 30.437,
30.0, 29.625, 29.125, 28.812, 28.687, 28.687, 28.687, 28.562, 28.5,
28.062, 28.0, 28.187, 28.0, 28.0, 27.937, 27.812, 27.875, 27.75,
27.562, 27.625, 27.625, 27.437, 27.625, 27.437, 27.312, 27.187,
27.0, 27.0, 26.875, 26.75, 26.812, 26.812, 26.625, 26.562, 26.312,
26.375, 26.187, 26.25, 26.187, 26.0, 25.687, 25.687, 25.812,
25.562, 25.437, 25.187, 25.062, 24.812, 24.812, 24.812, 24.812,
24.687, 24.562, 24.187, 24.312, 24.25, 24.25, 24.312, 24.312,
24.375, 24.312, 24.5, 24.562, 24.5, 24.562, 24.625, 24.687, 25.0,
25.375, 25.937, 26.25, 26.562, 26.625, 26.812, 27.125, 27.187,
27.437, 27.937, 28.375, 28.562, 28.875, 29.125, 29.375, 29.25,
29.125, 28.875, 28.562, 28.5, 28.875, 29.312, 29.812, 30.062,
30.375, 30.25, 30.125, 30.5, 30.625, 30.687, 30.812, 31.187,
31.687, 32.125, 32.437, 32.937, 33.375, 33.437, 33.937, 34.125,
34.125, 34.0, 33.937, 34.125, 34.375, 34.312, 34.125, 34.437, 34.5,
35.125, 35.125, 34.937, 35.125, 35.437, 34.687, 33.875, 33.312,
33.062, 32.875, 32.687, 32.437, 32.937, 33.625, 33.562, 33.375,
33.375, 32.812, 32.125, 32.125, 31.312, 30.812, 30.812, 30.312,
29.937, 29.687, 29.687, 29.75, 29.75, 29.5, 29.312, 29.375, 29.437,
29.375, 29.312, 29.437, 29.687, 29.625, 29.5, 29.375, 29.25,
29.125, 29.375, 29.312, 29.312, 29.312, 29.25, 29.125, 29.0,
28.937, 28.812, 28.75, 28.5, 28.5, 28.25, 28.125, 28.0, 27.75,
27.562, 27.437, 27.125, 26.937, 26.812, 26.875, 26.875, 26.75,
26.75, 26.687, 26.625, 26.562, 26.625, 26.5, 26.437, 26.5, 26.5,
26.437, 26.375, 26.312, 26.062, 25.875, 25.75, 25.812, 25.875,
25.875, 25.937, 25.937, 26.0, 26.125, 26.25, 26.375, 26.5, 26.375,
26.312, 26.437, 26.562, 26.625, 26.812, 26.937, 27.187, 27.312,
27.562, 27.875, 28.25, 28.562, 28.75, 29.187, 29.187, 29.562,
29.937, 30.187, 30.5, 30.937, 31.125, 31.125, 31.187, 31.187,
31.625, 31.75, 32.125, 32.437, 32.75, 32.625, 32.812, 33.062,
33.187, 33.375, 33.437, 33.437, 33.437, 33.5, 33.437, 33.312,
33.312, 33.625, 33.625, 34.0, 33.875, 33.75, 33.812, 33.875,
34.437, 34.187, 34.375, 34.437, 35.437, 35.312, 35.187, 34.875,
34.75, 35.187, 34.937, 34.562, 34.937, 35.062, 34.875, 34.937,
35.0, 34.937, 35.125, 34.75, 34.437, 34.0, 34.062, 33.0, 32.062,
31.562, 31.062, 30.562, 30.25, 29.937, 29.625, 29.5, 29.25, 28.875,
28.687, 28.562, 28.5, 28.375, 28.25, 28.187, 27.937, 27.812,
27.687, 27.437, 27.5, 27.5, 27.375, 27.375, 27.25, 27.375, 27.375,
27.125, 27.125, 27.125, 27.187, 27.062, 27.0, 26.812, 26.625, 26.5,
26.375, 26.375, 26.375, 26.312, 26.125, 26.062, 26.0, 25.812,
25.812, 25.812, 25.687, 25.687, 25.687, 25.625, 25.625, 25.562,
25.375, 25.375, 25.375, 25.375, 25.062, 24.875, 24.937, 24.625,
24.5, 24.312, 24.25, 24.25, 24.187, 24.187, 24.312, 24.312, 24.312,
24.5, 24.625, 24.625, 24.875, 24.937, 25.062, 25.5, 25.5, 25.812,
25.75, 25.687, 26.062, 26.187, 26.437, 26.687, 26.937, 27.0, 27.25,
27.812, 28.0, 28.25, 28.375, 28.562, 28.937, 29.062, 29.375,
29.687, 30.062, 30.5, 30.875, 31.5, 31.75, 32.062, 32.375, 32.812,
32.75, 33.062, 33.187, 33.187, 33.25, 33.437, 33.437, 33.5, 33.687,
34.125, 33.937, 34.062, 33.812, 33.75, 33.75, 34.0, 34.187, 34.25,
34.437, 34.625, 34.75, 34.75, 35.125, 35.125, 35.0, 34.875, 34.875,
34.625, 34.937, 35.125, 35.5, 35.062, 34.937, 34.937, 35.0, 34.812,
34.812, 34.187, 33.812, 33.812, 33.312, 32.625, 32.125, 31.562,
30.812, 30.25, 29.687, 29.312, 29.125, 28.875, 28.625, 28.5,
28.187, 28.125, 28.062, 27.937, 27.937, 28.125, 27.937, 27.812,
27.5, 27.187, 27.062, 26.937, 26.75, 26.687, 26.562, 26.562,
26.437, 26.25, 26.25, 26.0, 26.0, 25.937, 25.812, 25.812, 25.875,
25.687, 25.625, 25.5, 25.312, 25.125, 24.937, 24.812, 24.687,
24.625, 24.687, 24.562, 24.375, 24.375, 24.375, 24.312, 24.187,
24.062, 23.937, 24.0, 23.562, 23.312, 23.5, 23.25, 23.187, 23.0,
22.937, 22.875, 22.937, 22.937, 22.937, 23.062, 23.125, 23.312,
23.375, 23.5, 23.75, 23.937, 24.562, 24.562, 24.75, 25.0, 25.125,
25.187, 25.437, 25.687, 25.875, 26.25, 26.562, 26.875, 27.312,
27.875, 28.125, 28.562, 28.812, 29.375, 29.812, 30.312, 30.375,
30.625, 30.75, 31.062, 31.5, 31.562, 31.562, 32.062, 32.375,
32.687, 32.937, 33.25, 33.562, 33.75, 34.0, 34.125, 34.25, 34.25,
34.375, 34.312, 34.375, 34.562, 34.437, 34.125, 34.062, 34.062,
34.125, 34.375, 34.937, 35.125, 35.125, 35.187, 34.875, 34.875,
34.937, 35.437, 34.812, 35.187, 35.062, 35.125, 35.062, 35.125,
35.062, 35.062, 35.062, 35.125, 34.5, 33.75, 33.062, 33.0, 33.062,
32.437, 31.812, 31.437, 31.437, 30.687, 30.125, 29.812, 29.5,
29.375, 29.125, 28.937, 28.812, 28.687, 28.562, 28.562, 28.562,
28.562, 28.437, 28.437, 28.375, 28.25, 28.25, 28.125, 28.0, 28.0,
28.125, 28.25, 28.125, 28.062, 28.0, 27.75, 27.562, 27.375, 27.375,
27.187, 27.0, 26.937, 26.875, 26.875, 27.0, 27.125, 27.0, 26.937,
27.0, 27.125, 27.25, 27.187, 27.437, 27.437, 27.437, 27.375,
27.312, 27.25, 27.0, 26.875, 26.812, 26.562, 26.5, 26.562, 26.562,
26.625, 26.625, 26.625, 26.687, 26.687, 26.625, 26.687, 26.625,
26.812, 26.812, 26.812, 26.687, 27.125, 27.312, 27.437, 27.25,
27.437, 27.25, 27.5, 27.437, 27.75, 27.812, 28.375, 28.5, 28.625,
28.75, 28.687, 28.937, 29.125, 29.312, 29.5, 29.562, 29.562,
29.937, 30.062, 30.562, 30.562, 31.0, 31.125, 31.0, 31.0, 31.187,
31.687, 32.0, 32.375, 32.687, 33.187, 32.937, 32.937, 33.0, 33.187,
33.062, 33.187, 33.187, 33.312, 33.312, 33.375, 33.312, 33.437,
33.625, 33.625, 34.062, 34.187, 34.187, 34.625, 34.25, 34.312,
34.312, 34.75, 34.812, 34.812, 34.25, 34.5, 34.25, 34.0, 33.375,
32.875, 32.5, 32.062, 31.687, 31.187, 30.937, 30.562, 30.0, 29.562,
28.937, 28.625, 28.312, 27.937, 27.562, 26.875, 26.75, 26.562,
26.375, 26.312, 26.125, 26.062, 25.812, 25.437, 25.187, 25.0,
24.875, 24.437, 24.062, 23.75, 23.562, 23.437, 23.312, 23.187,
23.25, 23.25, 23.25, 23.187, 23.0, 22.687, 22.375, 22.375, 22.375,
22.125, 21.812, 21.437, 21.25, 21.0, 20.937, 20.812, 20.625,
20.437, 20.25, 20.125, 20.062, 20.062, 19.937, 20.0, 20.125,
20.187, 20.437, 20.687, 20.562, 20.562, 20.375, 20.5, 20.562,
20.562, 20.437, 20.25, 20.312, 19.937, 19.937, 19.875, 19.812,
19.812, 19.937, 20.0, 20.437, 20.5, 20.812, 21.125, 21.187, 21.75,
21.812, 21.812, 21.937, 22.062, 22.125, 22.25, 22.062, 22.437,
22.562, 22.437, 22.625, 22.562, 22.937, 23.125, 23.25, 23.687,
23.937, 24.187, 24.375, 24.625, 25.125, 25.625, 26.062, 26.437,
27.25, 28.062, 28.187, 28.5, 28.687, 28.937, 29.375, 29.625, 30.0,
30.25, 30.187, 30.5, 30.5, 31.25, 32.0, 31.812, 31.625, 32.125,
32.187, 32.187, 32.562, 32.937, 33.125, 33.375, 33.687, 33.562,
33.625, 33.812, 34.0, 34.0, 33.5, 33.625, 33.375, 33.187, 33.687,
33.437, 33.687, 33.312, 33.187, 32.937, 32.625, 32.25, 31.312,
30.875, 30.562, 30.062, 29.437, 28.75, 28.125, 27.687, 27.25,
26.812, 26.562, 26.5, 26.437, 26.375, 26.375, 26.187, 25.937,
26.062, 26.125, 26.0, 26.0, 25.875, 25.75, 25.687, 25.437, 25.437,
25.125, 25.187, 25.062, 24.75, 24.687, 24.687, 24.75, 24.75,
24.562, 24.25, 24.062, 24.0, 23.875, 24.062, 24.125, 24.25, 24.125,
24.0, 23.875, 23.812, 23.812, 23.937, 23.875, 23.75, 23.562,
23.687, 23.562, 23.375, 23.375, 23.312, 23.25, 23.0, 23.062,
23.125, 23.0, 23.0, 23.125, 23.062, 23.187, 23.125, 23.0, 23.0,
22.75, 22.687, 22.812, 23.0, 23.125, 23.375, 23.562, 23.875, 24.5,
24.437, 24.375, 24.5, 24.687, 24.687, 24.687, 24.812, 25.5, 25.812,
26.125, 26.562, 26.625, 27.25, 27.375, 27.437, 27.375, 27.687,
27.687, 28.125, 28.437, 29.125, 29.562, 29.937, 30.062, 30.062,
30.187, 30.5, 30.937, 31.625, 31.937, 32.125, 32.125, 32.125,
31.937, 31.562, 31.625, 31.375, 31.312, 31.375, 31.625, 31.937,
32.187, 32.25, 31.875, 31.5, 30.937, 30.562, 30.25, 30.125, 30.0,
30.125, 29.937, 29.687, 29.5, 29.5, 29.812, 30.062, 30.0, 30.0,
29.937, 29.937, 29.875, 29.687, 29.375, 29.25, 29.125, 28.875,
28.875, 28.875, 28.5, 28.375, 28.375, 27.937, 27.812, 27.562,
27.625, 27.5, 27.562, 27.75, 27.687, 27.812, 27.687, 27.687,
27.687, 27.562, 27.5, 27.5, 27.25, 27.187, 27.062, 26.937, 26.75,
26.562, 26.437, 26.187, 26.187, 26.062, 25.875, 25.687, 25.625,
25.625, 25.5, 25.312, 25.312, 25.062, 24.937, 24.812, 24.812,
24.875, 24.937, 24.812, 24.562, 24.375, 24.25, 24.187, 24.125,
24.25, 24.187, 24.062, 23.937, 23.937, 23.812, 23.812, 23.687,
23.875, 23.562, 24.0, 23.562, 23.437, 23.125, 23.062, 22.75,
22.625, 22.562, 22.625, 22.875, 22.75, 22.937, 22.875, 22.812,
23.125, 23.437, 23.812, 24.062, 24.312, 24.187, 24.5, 24.75,
24.875, 24.875, 25.0, 25.375, 25.937, 26.25, 26.062, 26.687,
26.875, 27.125, 27.437, 27.875, 28.25, 28.437, 28.625, 28.937,
29.25, 29.75, 30.25, 30.562, 30.937, 31.187, 31.812, 32.187,
32.437, 32.625, 32.687, 33.0, 32.812, 32.75, 32.75, 32.625, 32.875,
33.062, 33.187, 33.0, 33.125, 33.187, 33.437, 33.687, 33.75,
33.812, 33.875, 33.75, 34.375, 34.312, 34.312, 34.562, 34.937,
35.0, 34.687, 34.625, 34.625, 35.0, 34.812, 34.5, 34.5, 34.375,
34.125, 34.062, 33.937, 33.687, 33.437, 33.187, 33.062, 32.75,
32.25, 31.625, 31.0, 30.375, 29.937, 29.312, 29.187, 29.125, 29.0,
28.875, 28.812, 28.875, 28.75, 28.625, 28.375, 28.375, 28.0,
27.875, 27.812, 27.812, 27.812, 27.875, 27.812, 27.812, 27.812,
27.75, 27.687, 27.75, 27.812, 27.625, 27.062, 26.75, 26.562,
26.562, 26.5, 26.437, 26.312, 26.312, 26.312, 26.312, 26.062, 26.0,
25.937, 26.187, 26.062, 26.312, 26.312, 26.375, 26.312, 26.25,
26.312, 26.562, 26.562, 26.562, 26.5, 26.375, 26.25, 26.062,
26.062, 25.687, 25.562, 25.25, 25.125, 24.937, 24.937, 25.062,
25.125, 25.0, 25.25, 25.562, 25.687, 25.687, 26.125, 26.187,
26.125, 26.25, 26.625, 26.75, 26.812, 26.812, 27.437, 27.812,
28.437, 29.0, 29.437, 30.0, 30.187, 30.375, 30.625, 30.687, 30.937,
31.187, 31.437, 31.5, 31.562, 31.75, 32.187, 32.187, 32.875,
33.125, 33.125, 33.625, 33.812, 34.125, 34.125, 33.562, 33.25,
33.125, 33.312, 33.062, 33.125, 33.125, 33.0, 33.375, 33.625,
33.937, 34.062, 34.125, 34.125, 33.937, 33.937, 34.062, 34.125,
34.187, 34.687, 35.125, 34.812, 34.75, 34.625, 34.937, 34.937,
34.875, 34.687, 34.875, 34.812, 34.5, 34.25, 33.75, 33.0, 32.5,
32.0, 32.0, 32.0, 31.812, 31.125, 30.625, 30.125, 29.687, 28.937,
28.812, 28.625, 28.562, 28.562, 28.5, 28.687, 28.687, 28.625,
28.687, 28.5, 28.437, 28.25, 28.0, 27.875, 27.812, 27.75, 27.375,
27.062, 26.875, 26.812, 26.812, 26.687, 26.625, 26.5, 26.5, 26.437,
26.312, 26.125, 26.125, 26.0, 25.937, 25.875, 25.687, 25.562,
25.437, 25.5, 25.375, 25.125, 25.25, 25.187, 25.0, 24.875, 24.875,
24.875, 24.687, 24.687, 24.625, 24.687, 24.437, 24.312, 24.5,
24.437, 24.562, 24.5, 24.437, 24.375, 24.187, 24.062, 23.937,
23.812, 23.812, 23.937, 23.937, 23.75, 23.5, 23.375, 23.375,
23.625, 23.875, 24.312, 24.562, 24.75, 24.937, 25.25, 25.312,
25.625, 25.687, 25.687, 25.937, 26.375, 26.5, 26.625, 26.875,
26.937, 27.25, 27.437, 27.562, 27.75, 28.062, 28.437, 29.062,
29.437, 29.875, 30.25, 30.375, 31.0, 31.125, 31.437, 31.687,
31.812, 32.125, 32.25, 32.375, 32.625, 32.75, 32.812, 32.937,
33.187, 33.187, 33.375, 33.437, 33.312, 33.437, 33.687, 33.5,
33.375, 33.437, 33.812, 33.875, 33.937, 34.0, 34.0, 34.375, 35.0,
34.625, 34.625, 34.625, 34.25, 34.062, 34.0, 33.875, 33.562,
33.437, 33.187, 32.562, 32.187, 31.625, 31.312, 31.25, 30.562,
30.187, 29.812, 29.375, 29.062, 28.687, 28.375, 28.25, 28.187,
27.937, 27.812, 27.75, 27.75, 27.625, 27.687, 27.875, 27.75, 27.75,
27.812, 27.812, 27.687, 27.562, 27.375, 27.125, 26.75, 26.687,
26.687, 26.625, 26.625, 26.5, 26.5, 26.437, 26.187, 26.125, 26.25,
26.375, 26.25, 26.25, 26.125, 25.875, 25.875, 25.562, 25.437,
25.312, 25.187, 25.125, 24.937, 25.187, 25.125, 24.812, 24.687,
24.687, 24.625, 24.687, 24.687, 24.875, 24.687, 24.437, 24.25,
24.125, 24.187, 24.125, 24.312, 24.25, 24.375, 24.312, 24.25,
24.062, 24.25, 24.187, 24.125, 23.937, 24.0, 24.062, 24.437,
24.687, 24.875, 24.937, 25.0, 25.187, 25.812, 25.812, 25.937,
26.562, 26.562, 27.312, 27.625, 27.937, 28.187, 28.312, 28.5,
28.812, 29.437, 29.625, 29.812, 30.187, 30.75, 30.937, 31.312,
31.562, 31.75, 32.0, 32.312, 32.687, 32.937, 32.937, 33.062,
33.062, 33.25, 33.25, 33.437, 33.375, 33.375, 33.375, 33.437, 33.5,
33.687, 33.375, 33.437, 33.75, 33.937, 33.937, 34.125, 34.562,
34.375, 34.5, 34.5, 34.625, 34.312, 34.312, 33.875
]
print('Original signal: %s' % str(signal))
OneDHWT.ordFHWT(signal)
print('Ord FHWT : %s' % str(signal))
OneDHWTTests.print_analysis(signal, "temperature", "degrees Celsius")
def testOrdFHWT(signal):
print('Original signal: %s' % str(signal))
OneDHWT.ordFHWT(signal)
print('Ord FHWT : %s' % str(signal))
