Created
November 25, 2018 21:06
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Detect local minima and maxima in a Python list
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def flatten(a): | |
return sum(a, []) | |
def local_minima(a): | |
if len(a) < 2: | |
return list(range(len(a))) | |
lmin = True | |
curr = list() | |
local_minima = list() | |
for i, x in enumerate(a[:-1]): | |
if a[i + 1] == x and lmin: | |
curr.append(i) | |
if a[i + 1] < x: | |
lmin = True | |
curr = list() | |
if a[i + 1] > x: | |
if lmin: | |
local_minima.append(curr + [i]) | |
lmin = False | |
if a[-1] < a[-2] or (lmin and a[-1] == a[-2]): | |
local_minima.append(curr + [len(a) - 1]) | |
return flatten(local_minima) | |
def invert(a): | |
return [-x for x in a] | |
def local_maxima(a): | |
return local_minima(invert(a)) |
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test = [ | |
([1,2,3,2,3,2,1], [0,3,6]), | |
([1,2,3,2,2,3,2,1], [0,3,4,7]), | |
([4,3,2,3,4], [2]), | |
([1,2,1], [0,2]), | |
([1,2,1,2,1], [0,2,4]), | |
([2,1,1,1,1,2], [1,2,3,4]), | |
([2,1,1,1,0], [4]), | |
([1,1,1], [0,1,2]), | |
([1,2,3], [0]), | |
([3,2,1], [2]), | |
([1,2,2,2,1], [0,4]), | |
([1,2,1,2,1,2], [0,2,4]), | |
([3,2,1,1,1], [2,3,4]), | |
([1], [0]), | |
([], []) | |
] | |
for i, o in test: | |
l = local_minima(i) | |
print("In: {}; Expected: {}; Actual: {}; Passed: {}".format(i, o, l, l == o)) |
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