[racket-dev] Replacing the splay tree token-tree% with an rb-tree?
Hi Robby,
I've been looking at a profile of DrRacket when opening/indenting large
files. Using the statistical profiler, I've measured a large chunk of time
(around 40%) is dedicated to the search operation of the existing
syntax-color token-tree. That seems too high, so I've been trying to
understand what's going on there.
I suspect that the access pattern that's applied on the tree during
indentation resembles the worst-case scenario of splay trees: if we search
each node in sequential order, the structure of a splay tree will
linearize, ruining the dynamic balance. Indentation uses a repeated,
sequential search across the tokens.
Concretely, if I add the following diagnostic to the token-tree% class:
--------------------------------------------------
+ (define (height node)
+ (cond
+ ((not node) 0)
+ (else
+ (add1 (max (height (node-left node))
+ (height (node-right node)))))))
+
;; Moves the node at key-position to the root
(define/public (search! key-position)
(when root
- (set! root (internal-search root key-position))))
+ (set! root (internal-search root key-position))
+ (printf "debug: size: ~a, height: ~a\n" (size root 0) (height
root)))
+
--------------------------------------------------
and open up a large file like collects/drracket/private/unit.rkt, I can see
that the tree is much deeper than it deserves to be. During a tabify-all,
the tree does appear to get huge; it swings between a height in the
hundreds into the thousands thousands. That's much too tall, considering
that there are only about 40000 tokens in the tree.
I believe that a balanced BST should give us better performance. I have
been writing an alternative implementation of the token tree based on
red-black trees.
https://github.com/dyoo/new-token-tree
It is unfortunately missing the necessary splitting operations. But I plan
to implement split and concat with the algorithm described in:
http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.109.4875
so I don't anticipate fundamental problems.
I wanted to surprise you by getting this all working by mid-week, but it's
taking longer than I thought... :) So I might as well run it by you to
make sure the idea is sound before I go further on this track.
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