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April 12, 2017 19:58
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Depth-first traversal with and without recursion.
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class Node: | |
def __init__(self,value=None,kids=[]): | |
self.value = value | |
self.kids = kids | |
def rdfs(n, previsit, postvisit): | |
'''Recursive depth-first traversal''' | |
previsit(n) | |
for k in n.kids: | |
rdfs(k, previsit, postvisit) | |
postvisit(n) | |
def dfs(startnode, previsit, postvisit): | |
'''Non-recursive depth-first traversal''' | |
stack = [[startnode,True]] | |
while len(stack) > 0: | |
(n,down) = stack.pop() | |
if down: | |
previsit(n) | |
stack.append([n,False]) | |
stack.extend([[k,True] for k in reversed(n.kids)]) | |
else: | |
postvisit(n) | |
def demo(): | |
root = Node(1,[ | |
Node(10,[ | |
Node(100), | |
Node(101), | |
Node(102), | |
]), | |
Node(20,[ | |
Node(200,[ | |
Node(2000), | |
Node(2001), | |
Node(2002), | |
]), | |
Node(201), | |
]), | |
]) | |
global depth # Don't see why previsit/postvisit don't pick up depth in a closure. | |
depth="" | |
def previsit(n): | |
global depth | |
print "%s%d \\" % (depth,n.value) | |
depth += " " | |
if len(depth) > 20: | |
raise RuntimeError("Probable Stack Overflow") | |
def postvisit(n): | |
global depth | |
depth = depth[1:] | |
print "%s%d /" % (depth,n.value) | |
print "\nrecursive:" | |
rdfs(root, previsit, postvisit) | |
print "\nnon-recursive:" | |
dfs(root, previsit, postvisit) |
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