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authorMark Wielaard <mark@klomp.org>2016-08-25 23:47:19 +0200
committerMark Wielaard <mjw@redhat.com>2016-08-25 23:48:05 +0200
commit9d6861b8c3edcb74faedcebb0a6960c01bb6f34d (patch)
treefaf9e620c2b6e28269b087aff73eebfdcca3ffdc /misc/tsearch.c
parent7ed2b544511e8ad69ac95634388037ec264d52a7 (diff)
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Reduce memory size of tsearch red-black tree.
A tsearch red-black tree node contains 3 pointers (key, left, right) and 1 bit to hold the red-black flag. When allocating new nodes this 1 bit is expanded to a full word. Causing the overhead per node to be 3 times the key size. We can reduce this overhead to just 2 times the key size. malloc returns naturally aligned memory. All nodes are internally allocated with malloc and the left/right node pointers are used as implementation details. So we can use the low bits of the left/right node pointers to store extra information. Replace all direct accesses of the struct node_t node pointers and red-black value with defines that take care of the red-black flag in the low bit of the (left) node pointer. This reduces the size of the nodes on 32-bit systems from 16 to 12 bytes and on 64-bit systems from 32 to 24 bytes. Also fix a call to CHECK_TREE so the code can be build (and tested) with DEBUGGING defined again. V2 changes: - Add assert after malloc to catch any odd pointers from bad interposed mallocs. - Rename implementation flag to USE_MALLOC_LOW_BIT. ChangeLog: * misc/tsearch.c (struct node_t): Reduce to 3 pointers if USE_MALLOC_LOW_BIT. Define pointer/value accessors. (check_tree_recurse): Use newly defined accessors. (check_tree): Likewise. (maybe_split_for_insert): Likewise. (__tfind): Likewise. (__tdelete): Likewise. (trecurse): Likewise. (tdestroy_recurse): Likewise. (__tsearch): Likewise. And add asserts for malloc alignment. (__twalk): Cast root to node in case CHECK_TREE is defined.
Diffstat (limited to 'misc/tsearch.c')
-rw-r--r--misc/tsearch.c398
1 files changed, 245 insertions, 153 deletions
diff --git a/misc/tsearch.c b/misc/tsearch.c
index ffb89ec..c07e606 100644
--- a/misc/tsearch.c
+++ b/misc/tsearch.c
@@ -83,19 +83,70 @@
In this case, A has been rotated left. This preserves the ordering of the
binary tree. */
+#include <assert.h>
+#include <stdalign.h>
+#include <stddef.h>
#include <stdlib.h>
#include <string.h>
#include <search.h>
+/* Assume malloc returns naturally aligned (alignof (max_align_t))
+ pointers so we can use the low bits to store some extra info. This
+ works for the left/right node pointers since they are not user
+ visible and always allocated by malloc. The user provides the key
+ pointer and so that can point anywhere and doesn't have to be
+ aligned. */
+#define USE_MALLOC_LOW_BIT 1
+
+#ifndef USE_MALLOC_LOW_BIT
+typedef struct node_t
+{
+ /* Callers expect this to be the first element in the structure - do not
+ move! */
+ const void *key;
+ struct node_t *left_node;
+ struct node_t *right_node;
+ unsigned int is_red:1;
+} *node;
+
+#define RED(N) (N)->is_red
+#define SETRED(N) (N)->is_red = 1
+#define SETBLACK(N) (N)->is_red = 0
+#define SETNODEPTR(NP,P) (*NP) = (P)
+#define LEFT(N) (N)->left_node
+#define LEFTPTR(N) (&(N)->left_node)
+#define SETLEFT(N,L) (N)->left_node = (L)
+#define RIGHT(N) (N)->right_node
+#define RIGHTPTR(N) (&(N)->right_node)
+#define SETRIGHT(N,R) (N)->right_node = (R)
+#define DEREFNODEPTR(NP) (*(NP))
+
+#else /* USE_MALLOC_LOW_BIT */
+
typedef struct node_t
{
/* Callers expect this to be the first element in the structure - do not
move! */
const void *key;
- struct node_t *left;
- struct node_t *right;
- unsigned int red:1;
+ uintptr_t left_node; /* Includes whether the node is red in low-bit. */
+ uintptr_t right_node;
} *node;
+
+#define RED(N) (node)((N)->left_node & ((uintptr_t) 0x1))
+#define SETRED(N) (N)->left_node |= ((uintptr_t) 0x1)
+#define SETBLACK(N) (N)->left_node &= ~((uintptr_t) 0x1)
+#define SETNODEPTR(NP,P) (*NP) = (node)((((uintptr_t)(*NP)) \
+ & (uintptr_t) 0x1) | (uintptr_t)(P))
+#define LEFT(N) (node)((N)->left_node & ~((uintptr_t) 0x1))
+#define LEFTPTR(N) (node *)(&(N)->left_node)
+#define SETLEFT(N,L) (N)->left_node = (((N)->left_node & (uintptr_t) 0x1) \
+ | (uintptr_t)(L))
+#define RIGHT(N) (node)((N)->right_node)
+#define RIGHTPTR(N) (node *)(&(N)->right_node)
+#define SETRIGHT(N,R) (N)->right_node = (uintptr_t)(R)
+#define DEREFNODEPTR(NP) (node)((uintptr_t)(*(NP)) & ~((uintptr_t) 0x1))
+
+#endif /* USE_MALLOC_LOW_BIT */
typedef const struct node_t *const_node;
#undef DEBUGGING
@@ -104,8 +155,6 @@ typedef const struct node_t *const_node;
/* Routines to check tree invariants. */
-#include <assert.h>
-
#define CHECK_TREE(a) check_tree(a)
static void
@@ -117,12 +166,14 @@ check_tree_recurse (node p, int d_sofar, int d_total)
return;
}
- check_tree_recurse (p->left, d_sofar + (p->left && !p->left->red), d_total);
- check_tree_recurse (p->right, d_sofar + (p->right && !p->right->red), d_total);
- if (p->left)
- assert (!(p->left->red && p->red));
- if (p->right)
- assert (!(p->right->red && p->red));
+ check_tree_recurse (LEFT(p), d_sofar + (LEFT(p) && !RED(LEFT(p))),
+ d_total);
+ check_tree_recurse (RIGHT(p), d_sofar + (RIGHT(p) && !RED(RIGHT(p))),
+ d_total);
+ if (LEFT(p))
+ assert (!(RED(LEFT(p)) && RED(p)));
+ if (RIGHT(p))
+ assert (!(RED(RIGHT(p)) && RED(p)));
}
static void
@@ -132,13 +183,12 @@ check_tree (node root)
node p;
if (root == NULL)
return;
- root->red = 0;
- for(p = root->left; p; p = p->left)
- cnt += !p->red;
+ SETBLACK(root);
+ for(p = LEFT(root); p; p = LEFT(p))
+ cnt += !RED(p);
check_tree_recurse (root, 0, cnt);
}
-
#else
#define CHECK_TREE(a)
@@ -155,28 +205,31 @@ static void
maybe_split_for_insert (node *rootp, node *parentp, node *gparentp,
int p_r, int gp_r, int mode)
{
- node root = *rootp;
+ node root = DEREFNODEPTR(rootp);
node *rp, *lp;
- rp = &(*rootp)->right;
- lp = &(*rootp)->left;
+ node rpn, lpn;
+ rp = RIGHTPTR(root);
+ rpn = RIGHT(root);
+ lp = LEFTPTR(root);
+ lpn = LEFT(root);
/* See if we have to split this node (both successors red). */
if (mode == 1
- || ((*rp) != NULL && (*lp) != NULL && (*rp)->red && (*lp)->red))
+ || ((rpn) != NULL && (lpn) != NULL && RED(rpn) && RED(lpn)))
{
/* This node becomes red, its successors black. */
- root->red = 1;
- if (*rp)
- (*rp)->red = 0;
- if (*lp)
- (*lp)->red = 0;
+ SETRED(root);
+ if (rpn)
+ SETBLACK(rpn);
+ if (lpn)
+ SETBLACK(lpn);
/* If the parent of this node is also red, we have to do
rotations. */
- if (parentp != NULL && (*parentp)->red)
+ if (parentp != NULL && RED(DEREFNODEPTR(parentp)))
{
- node gp = *gparentp;
- node p = *parentp;
+ node gp = DEREFNODEPTR(gparentp);
+ node p = DEREFNODEPTR(parentp);
/* There are two main cases:
1. The edge types (left or right) of the two red edges differ.
2. Both red edges are of the same type.
@@ -186,45 +239,45 @@ maybe_split_for_insert (node *rootp, node *parentp, node *gparentp,
{
/* Put the child at the top of the tree, with its parent
and grandparent as successors. */
- p->red = 1;
- gp->red = 1;
- root->red = 0;
+ SETRED(p);
+ SETRED(gp);
+ SETBLACK(root);
if (p_r < 0)
{
/* Child is left of parent. */
- p->left = *rp;
- *rp = p;
- gp->right = *lp;
- *lp = gp;
+ SETLEFT(p,rpn);
+ SETNODEPTR(rp,p);
+ SETRIGHT(gp,lpn);
+ SETNODEPTR(lp,gp);
}
else
{
/* Child is right of parent. */
- p->right = *lp;
- *lp = p;
- gp->left = *rp;
- *rp = gp;
+ SETRIGHT(p,lpn);
+ SETNODEPTR(lp,p);
+ SETLEFT(gp,rpn);
+ SETNODEPTR(rp,gp);
}
- *gparentp = root;
+ SETNODEPTR(gparentp,root);
}
else
{
- *gparentp = *parentp;
+ SETNODEPTR(gparentp,p);
/* Parent becomes the top of the tree, grandparent and
child are its successors. */
- p->red = 0;
- gp->red = 1;
+ SETBLACK(p);
+ SETRED(gp);
if (p_r < 0)
{
/* Left edges. */
- gp->left = p->right;
- p->right = gp;
+ SETLEFT(gp,RIGHT(p));
+ SETRIGHT(p,gp);
}
else
{
/* Right edges. */
- gp->right = p->left;
- p->left = gp;
+ SETRIGHT(gp,LEFT(p));
+ SETLEFT(p,gp);
}
}
}
@@ -237,25 +290,30 @@ maybe_split_for_insert (node *rootp, node *parentp, node *gparentp,
void *
__tsearch (const void *key, void **vrootp, __compar_fn_t compar)
{
- node q;
+ node q, root;
node *parentp = NULL, *gparentp = NULL;
node *rootp = (node *) vrootp;
node *nextp;
int r = 0, p_r = 0, gp_r = 0; /* No they might not, Mr Compiler. */
+#ifdef USE_MALLOC_LOW_BIT
+ static_assert (alignof (max_align_t) > 1, "malloc must return aligned ptrs");
+#endif
+
if (rootp == NULL)
return NULL;
/* This saves some additional tests below. */
- if (*rootp != NULL)
- (*rootp)->red = 0;
+ root = DEREFNODEPTR(rootp);
+ if (root != NULL)
+ SETBLACK(root);
- CHECK_TREE (*rootp);
+ CHECK_TREE (root);
nextp = rootp;
- while (*nextp != NULL)
+ while (DEREFNODEPTR(nextp) != NULL)
{
- node root = *rootp;
+ root = DEREFNODEPTR(rootp);
r = (*compar) (key, root->key);
if (r == 0)
return root;
@@ -265,8 +323,8 @@ __tsearch (const void *key, void **vrootp, __compar_fn_t compar)
That doesn't matter, because the values they contain are never
used again in that case. */
- nextp = r < 0 ? &root->left : &root->right;
- if (*nextp == NULL)
+ nextp = r < 0 ? LEFTPTR(root) : RIGHTPTR(root);
+ if (DEREFNODEPTR(nextp) == NULL)
break;
gparentp = parentp;
@@ -280,10 +338,20 @@ __tsearch (const void *key, void **vrootp, __compar_fn_t compar)
q = (struct node_t *) malloc (sizeof (struct node_t));
if (q != NULL)
{
- *nextp = q; /* link new node to old */
+ /* Make sure the malloc implementation returns naturally aligned
+ memory blocks when expected. Or at least even pointers, so we
+ can use the low bit as red/black flag. Even though we have a
+ static_assert to make sure alignof (max_align_t) > 1 there could
+ be an interposed malloc implementation that might cause havoc by
+ not obeying the malloc contract. */
+#ifdef USE_MALLOC_LOW_BIT
+ assert (((uintptr_t) q & (uintptr_t) 0x1) == 0);
+#endif
+ SETNODEPTR(nextp,q); /* link new node to old */
q->key = key; /* initialize new node */
- q->red = 1;
- q->left = q->right = NULL;
+ SETRED(q);
+ SETLEFT(q,NULL);
+ SETRIGHT(q,NULL);
if (nextp != rootp)
/* There may be two red edges in a row now, which we must avoid by
@@ -303,23 +371,25 @@ weak_alias (__tsearch, tsearch)
void *
__tfind (const void *key, void *const *vrootp, __compar_fn_t compar)
{
+ node root;
node *rootp = (node *) vrootp;
if (rootp == NULL)
return NULL;
- CHECK_TREE (*rootp);
+ root = DEREFNODEPTR(rootp);
+ CHECK_TREE (root);
- while (*rootp != NULL)
+ while (DEREFNODEPTR(rootp) != NULL)
{
- node root = *rootp;
+ root = DEREFNODEPTR(rootp);
int r;
r = (*compar) (key, root->key);
if (r == 0)
return root;
- rootp = r < 0 ? &root->left : &root->right;
+ rootp = r < 0 ? LEFTPTR(root) : RIGHTPTR(root);
}
return NULL;
}
@@ -346,13 +416,14 @@ __tdelete (const void *key, void **vrootp, __compar_fn_t compar)
if (rootp == NULL)
return NULL;
- p = *rootp;
+ p = DEREFNODEPTR(rootp);
if (p == NULL)
return NULL;
CHECK_TREE (p);
- while ((cmp = (*compar) (key, (*rootp)->key)) != 0)
+ root = DEREFNODEPTR(rootp);
+ while ((cmp = (*compar) (key, root->key)) != 0)
{
if (sp == stacksize)
{
@@ -363,11 +434,18 @@ __tdelete (const void *key, void **vrootp, __compar_fn_t compar)
}
nodestack[sp++] = rootp;
- p = *rootp;
- rootp = ((cmp < 0)
- ? &(*rootp)->left
- : &(*rootp)->right);
- if (*rootp == NULL)
+ p = DEREFNODEPTR(rootp);
+ if (cmp < 0)
+ {
+ rootp = LEFTPTR(p);
+ root = LEFT(p);
+ }
+ else
+ {
+ rootp = RIGHTPTR(p);
+ root = RIGHT(p);
+ }
+ if (root == NULL)
return NULL;
}
@@ -380,16 +458,17 @@ __tdelete (const void *key, void **vrootp, __compar_fn_t compar)
it with its successor and unchain the successor. If there is no
successor, we really unchain the node to be deleted. */
- root = *rootp;
+ root = DEREFNODEPTR(rootp);
- r = root->right;
- q = root->left;
+ r = RIGHT(root);
+ q = LEFT(root);
if (q == NULL || r == NULL)
unchained = root;
else
{
- node *parent = rootp, *up = &root->right;
+ node *parentp = rootp, *up = RIGHTPTR(root);
+ node upn;
for (;;)
{
if (sp == stacksize)
@@ -399,34 +478,35 @@ __tdelete (const void *key, void **vrootp, __compar_fn_t compar)
newstack = alloca (sizeof (node *) * stacksize);
nodestack = memcpy (newstack, nodestack, sp * sizeof (node *));
}
- nodestack[sp++] = parent;
- parent = up;
- if ((*up)->left == NULL)
+ nodestack[sp++] = parentp;
+ parentp = up;
+ upn = DEREFNODEPTR(up);
+ if (LEFT(upn) == NULL)
break;
- up = &(*up)->left;
+ up = LEFTPTR(upn);
}
- unchained = *up;
+ unchained = DEREFNODEPTR(up);
}
/* We know that either the left or right successor of UNCHAINED is NULL.
R becomes the other one, it is chained into the parent of UNCHAINED. */
- r = unchained->left;
+ r = LEFT(unchained);
if (r == NULL)
- r = unchained->right;
+ r = RIGHT(unchained);
if (sp == 0)
- *rootp = r;
+ SETNODEPTR(rootp,r);
else
{
- q = *nodestack[sp-1];
- if (unchained == q->right)
- q->right = r;
+ q = DEREFNODEPTR(nodestack[sp-1]);
+ if (unchained == RIGHT(q))
+ SETRIGHT(q,r);
else
- q->left = r;
+ SETLEFT(q,r);
}
if (unchained != root)
root->key = unchained->key;
- if (!unchained->red)
+ if (!RED(unchained))
{
/* Now we lost a black edge, which means that the number of black
edges on every path is no longer constant. We must balance the
@@ -435,17 +515,17 @@ __tdelete (const void *key, void **vrootp, __compar_fn_t compar)
in the first iteration. */
/* NULL nodes are considered black throughout - this is necessary for
correctness. */
- while (sp > 0 && (r == NULL || !r->red))
+ while (sp > 0 && (r == NULL || !RED(r)))
{
node *pp = nodestack[sp - 1];
- p = *pp;
+ p = DEREFNODEPTR(pp);
/* Two symmetric cases. */
- if (r == p->left)
+ if (r == LEFT(p))
{
/* Q is R's brother, P is R's parent. The subtree with root
R has one black edge less than the subtree with root Q. */
- q = p->right;
- if (q->red)
+ q = RIGHT(p);
+ if (RED(q))
{
/* If Q is red, we know that P is black. We rotate P left
so that Q becomes the top node in the tree, with P below
@@ -454,21 +534,21 @@ __tdelete (const void *key, void **vrootp, __compar_fn_t compar)
leaf in the tree, but we will be able to recognize one
of the following situations, which all require that Q
is black. */
- q->red = 0;
- p->red = 1;
+ SETBLACK(q);
+ SETRED(p);
/* Left rotate p. */
- p->right = q->left;
- q->left = p;
- *pp = q;
+ SETRIGHT(p,LEFT(q));
+ SETLEFT(q,p);
+ SETNODEPTR(pp,q);
/* Make sure pp is right if the case below tries to use
it. */
- nodestack[sp++] = pp = &q->left;
- q = p->right;
+ nodestack[sp++] = pp = LEFTPTR(q);
+ q = RIGHT(p);
}
/* We know that Q can't be NULL here. We also know that Q is
black. */
- if ((q->left == NULL || !q->left->red)
- && (q->right == NULL || !q->right->red))
+ if ((LEFT(q) == NULL || !RED(LEFT(q)))
+ && (RIGHT(q) == NULL || !RED(RIGHT(q))))
{
/* Q has two black successors. We can simply color Q red.
The whole subtree with root P is now missing one black
@@ -478,7 +558,7 @@ __tdelete (const void *key, void **vrootp, __compar_fn_t compar)
valid and also makes the black edge count come out
right. If P is black, we are at least one step closer
to the root and we'll try again the next iteration. */
- q->red = 1;
+ SETRED(q);
r = p;
}
else
@@ -486,7 +566,7 @@ __tdelete (const void *key, void **vrootp, __compar_fn_t compar)
/* Q is black, one of Q's successors is red. We can
repair the tree with one operation and will exit the
loop afterwards. */
- if (q->right == NULL || !q->right->red)
+ if (RIGHT(q) == NULL || !RED(RIGHT(q)))
{
/* The left one is red. We perform the same action as
in maybe_split_for_insert where two red edges are
@@ -498,14 +578,17 @@ __tdelete (const void *key, void **vrootp, __compar_fn_t compar)
P becomes black, and Q2 gets the color that P had.
This changes the black edge count only for node R and
its successors. */
- node q2 = q->left;
- q2->red = p->red;
- p->right = q2->left;
- q->left = q2->right;
- q2->right = q;
- q2->left = p;
- *pp = q2;
- p->red = 0;
+ node q2 = LEFT(q);
+ if (RED(p))
+ SETRED(q2);
+ else
+ SETBLACK(q2);
+ SETRIGHT(p,LEFT(q2));
+ SETLEFT(q,RIGHT(q2));
+ SETRIGHT(q2,q);
+ SETLEFT(q2,p);
+ SETNODEPTR(pp,q2);
+ SETBLACK(p);
}
else
{
@@ -513,15 +596,18 @@ __tdelete (const void *key, void **vrootp, __compar_fn_t compar)
and Q gets the color that P had. Q's right successor
also becomes black. This changes the black edge
count only for node R and its successors. */
- q->red = p->red;
- p->red = 0;
+ if (RED(p))
+ SETRED(q);
+ else
+ SETBLACK(q);
+ SETBLACK(p);
- q->right->red = 0;
+ SETBLACK(RIGHT(q));
/* left rotate p */
- p->right = q->left;
- q->left = p;
- *pp = q;
+ SETRIGHT(p,LEFT(q));
+ SETLEFT(q,p);
+ SETNODEPTR(pp,q);
}
/* We're done. */
@@ -532,44 +618,50 @@ __tdelete (const void *key, void **vrootp, __compar_fn_t compar)
else
{
/* Comments: see above. */
- q = p->left;
- if (q->red)
+ q = LEFT(p);
+ if (RED(q))
{
- q->red = 0;
- p->red = 1;
- p->left = q->right;
- q->right = p;
- *pp = q;
- nodestack[sp++] = pp = &q->right;
- q = p->left;
+ SETBLACK(q);
+ SETRED(p);
+ SETLEFT(p,RIGHT(q));
+ SETRIGHT(q,p);
+ SETNODEPTR(pp,q);
+ nodestack[sp++] = pp = RIGHTPTR(q);
+ q = LEFT(p);
}
- if ((q->right == NULL || !q->right->red)
- && (q->left == NULL || !q->left->red))
+ if ((RIGHT(q) == NULL || !RED(RIGHT(q)))
+ && (LEFT(q) == NULL || !RED(LEFT(q))))
{
- q->red = 1;
+ SETRED(q);
r = p;
}
else
{
- if (q->left == NULL || !q->left->red)
+ if (LEFT(q) == NULL || !RED(LEFT(q)))
{
- node q2 = q->right;
- q2->red = p->red;
- p->left = q2->right;
- q->right = q2->left;
- q2->left = q;
- q2->right = p;
- *pp = q2;
- p->red = 0;
+ node q2 = RIGHT(q);
+ if (RED(p))
+ SETRED(q2);
+ else
+ SETBLACK(q2);
+ SETLEFT(p,RIGHT(q2));
+ SETRIGHT(q,LEFT(q2));
+ SETLEFT(q2,q);
+ SETRIGHT(q2,p);
+ SETNODEPTR(pp,q2);
+ SETBLACK(p);
}
else
{
- q->red = p->red;
- p->red = 0;
- q->left->red = 0;
- p->left = q->right;
- q->right = p;
- *pp = q;
+ if (RED(p))
+ SETRED(q);
+ else
+ SETBLACK(q);
+ SETBLACK(p);
+ SETBLACK(LEFT(q));
+ SETLEFT(p,RIGHT(q));
+ SETRIGHT(q,p);
+ SETNODEPTR(pp,q);
}
sp = 1;
r = NULL;
@@ -578,7 +670,7 @@ __tdelete (const void *key, void **vrootp, __compar_fn_t compar)
--sp;
}
if (r != NULL)
- r->red = 0;
+ SETBLACK(r);
}
free (unchained);
@@ -597,16 +689,16 @@ trecurse (const void *vroot, __action_fn_t action, int level)
{
const_node root = (const_node) vroot;
- if (root->left == NULL && root->right == NULL)
+ if (LEFT(root) == NULL && RIGHT(root) == NULL)
(*action) (root, leaf, level);
else
{
(*action) (root, preorder, level);
- if (root->left != NULL)
- trecurse (root->left, action, level + 1);
+ if (LEFT(root) != NULL)
+ trecurse (LEFT(root), action, level + 1);
(*action) (root, postorder, level);
- if (root->right != NULL)
- trecurse (root->right, action, level + 1);
+ if (RIGHT(root) != NULL)
+ trecurse (RIGHT(root), action, level + 1);
(*action) (root, endorder, level);
}
}
@@ -620,7 +712,7 @@ __twalk (const void *vroot, __action_fn_t action)
{
const_node root = (const_node) vroot;
- CHECK_TREE (root);
+ CHECK_TREE ((node) root);
if (root != NULL && action != NULL)
trecurse (root, action, 0);
@@ -636,10 +728,10 @@ static void
internal_function
tdestroy_recurse (node root, __free_fn_t freefct)
{
- if (root->left != NULL)
- tdestroy_recurse (root->left, freefct);
- if (root->right != NULL)
- tdestroy_recurse (root->right, freefct);
+ if (LEFT(root) != NULL)
+ tdestroy_recurse (LEFT(root), freefct);
+ if (RIGHT(root) != NULL)
+ tdestroy_recurse (RIGHT(root), freefct);
(*freefct) ((void *) root->key);
/* Free the node itself. */
free (root);