def maxSlidingWindow(nums, k):
if not nums:
return []
h = MaxHeap()
for i in xrange(k):
h.add((nums[i], i))
max_list = [h.peek()[0]]
for i in xrange(1, len(nums) - k + 1):
# max is to the left of window
# remove all previous max items that are no longer in the window,
# from the heap
while h and h.peek()[1] < i:
h.remove()
# add item at end of current window, i+k-1, to the heap
h.add((nums[i + k - 1], i + k - 1))
# add current window's max from the top of the heap
max_list.append(h.peek()[0])
return max_list
def test_remove(self):
l = [5, 4, 3, 2, 1, 6, 7, 8, 9, 0]
h = MaxHeap()
caught_exception = False
try:
assert h.peek() == None
except HeapEmptyError as e:
assert str(e) == "HeapEmptyError: 'peek(): Heap is empty'"
caught_exception = True
assert caught_exception == True
caught_exception = False
try:
assert h.remove() == None
except HeapEmptyError as e:
assert str(e) == "HeapEmptyError: 'remove(): Heap is empty'"
caught_exception = True
assert caught_exception == True
for i in xrange(len(l)):
h.add(l[i])
assert len(h) == 10
for i in xrange(9, -1, -1):
item = h.remove()
assert (len(h) == i)
assert item == i