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Taddeüs Kroes
graph_drawing
Commits
3879a9ca
Commit
3879a9ca
authored
Jan 26, 2012
by
Sander Mathijs van Veen
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Added iterative depth-first traversal routine.
parent
e567923a
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3879a9ca
"""
Tree traversal routines.
Created by Sander Mathijs Van Veen <smvv@kompiler.org>, 2012.
"""
from
node
import
Leaf
def
traverse_depth_first
(
root
):
"""
Traverse the given root of a tree in depth-first order. This is an
iterative instead of the ordinary recursive implementation. It uses
iterators to reduce memory usage and, since it is iterative, the depth of
the given tree does not hit Python's recursion limit.
This implementation uses two stacks. One contains the path from the root
node to the current visited node / leaf using child node indices. The other
one contains pointers to the nodes which are not yet visited (aka still on
the "to do" list). Thus, traversal using this implementation has a worst
case space complexity of O(2 * log N), where N is the number of nodes in
the tree.
>>> from node import Node as N, Leaf as L
>>> root = N('+', N('/', L(1), L(2)), N('*', L(3), L(4)))
>>> print map(lambda n: n.title(), traverse_depth_first(root))
['1', '2', '/', '3', '4', '*', '+']
>>> root = N('+', N('/', L(1), N('-', L(2), N('^', L(3), L(4)))),
\
N('*', L(5), L(6)))
>>> print map(lambda n: n.title(), traverse_depth_first(root))
['1', '2', '3', '4', '^', '-', '/', '5', '6', '*', '+']
"""
if
not
root
:
raise
StopIteration
()
# List of nodes which are not yet visited (the "to do" list).
stack
=
[]
# List of child node indices which indicates the path to the current
# visited node or leaf.
path
=
[]
node
=
root
while
True
:
while
not
isinstance
(
node
,
Leaf
):
# Traverse left and save the path
stack
.
append
(
node
)
path
.
append
(
0
)
node
=
node
[
0
]
yield
node
if
not
stack
:
break
while
stack
:
# Set pointer to parent node and increase child node position.
node
=
stack
[
-
1
]
path
[
-
1
]
+=
1
pos
=
path
[
-
1
]
if
pos
>=
len
(
node
):
# Visit the parent node, since all children are visited.
yield
node
# Remove the node and move up in the tree.
stack
.
pop
()
path
.
pop
()
if
not
stack
:
raise
StopIteration
()
else
:
# This child node is not visited.
node
=
node
[
pos
]
break
raise
StopIteration
()
if
__name__
==
'__main__'
:
import
doctest
doctest
.
testmod
()
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