GC: use simple balanced tree instead of AVL tree

This commit is contained in:
Araq
2011-12-30 20:42:47 +01:00
parent 52e8b597e4
commit 5e5ed192e5
7 changed files with 408 additions and 239 deletions

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@@ -63,6 +63,9 @@ Collections and algorithms
Implementation of a queue. The underlying implementation uses a ``seq``.
* `intsets <intsets.html>`_
Efficient implementation of a set of ints as a sparse bit set.
* `critbits <critbits.html>`_
This module implements a *crit bit tree* which is an efficient
container for a set or a mapping of strings.
* `sequtils <sequtils.html>`_
This module implements operations for the built-in seq type
which were inspired by functional programming languages.

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@@ -0,0 +1,302 @@
#
#
# Nimrod's Runtime Library
# (c) Copyright 2011 Andreas Rumpf
#
# See the file "copying.txt", included in this
# distribution, for details about the copyright.
#
## This module implements a `crit bit tree`:idx: which is an efficient
## container for a set or a mapping of strings. Based on the excellent paper
## by Adam Langley.
type
TNode[T] = object {.pure, final, acyclic.}
byte: int ## byte index of the difference
otherbits: char
case isLeaf: bool
of false: child: array[0..1, ref TNode[T]]
of true:
key: string
when T isnot void:
val: T
PNode[T] = ref TNode[T]
TCritBitTree*[T] = object {.
pure, final.} ## The crit bit tree can either be used
## as a mapping from strings to
## some type ``T`` or as a set of
## strings if ``T`` is void.
root: PNode[T]
count: int
proc len*[T](c: TCritBitTree[T]): int =
## returns the number of elements in `c` in O(1).
result = c.count
proc rawGet[T](c: TCritBitTree[T], key: string): PNode[T] =
var it = c.root
while it != nil:
if not it.isLeaf:
let ch = if it.byte < key.len: key[it.byte] else: '\0'
let dir = (1 + (ch.ord or it.otherBits.ord)) shr 8
it = it.child[dir]
else:
return if it.key == key: it else: nil
proc contains*[T](c: TCritBitTree[T], key: string): bool {.inline.} =
## returns true iff `c` contains the given `key`.
result = rawGet(c, key) != nil
proc hasKey*[T](c: TCritBitTree[T], key: string): bool {.inline.} =
## alias for `contains`.
result = rawGet(c, key) != nil
proc rawInsert[T](c: var TCritBitTree[T], key: string): PNode[T] =
if c.root == nil:
new c.root
c.root.isleaf = true
c.root.key = key
result = c.root
else:
var it = c.root
while not it.isLeaf:
let ch = if it.byte < key.len: key[it.byte] else: '\0'
let dir = (1 + (ch.ord or it.otherBits.ord)) shr 8
it = it.child[dir]
var newOtherBits = 0
var newByte = 0
block blockX:
while newbyte < key.len:
if it.key[newbyte] != key[newbyte]:
newotherbits = it.key[newbyte].ord xor key[newbyte].ord
break blockX
inc newbyte
if it.key[newbyte] != '\0':
newotherbits = it.key[newbyte].ord
else:
return it
while (newOtherBits and (newOtherBits-1)) != 0:
newOtherBits = newOtherBits and (newOtherBits-1)
newOtherBits = newOtherBits xor 255
let ch = it.key[newByte]
let dir = (1 + (ord(ch) or newOtherBits)) shr 8
var inner: PNode[T]
new inner
new result
result.isLeaf = true
result.key = key
inner.otherBits = chr(newOtherBits)
inner.byte = newByte
inner.child[1 - dir] = result
var wherep = addr(c.root)
while true:
var p = wherep[]
if p.isLeaf: break
if p.byte > newByte: break
if p.byte == newByte and p.otherBits.ord > newOtherBits: break
let ch = if p.byte < key.len: key[p.byte] else: '\0'
let dir = (1 + (ch.ord or p.otherBits.ord)) shr 8
wherep = addr(p.child[dir])
inner.child[dir] = wherep[]
wherep[] = inner
inc c.count
proc containsOrIncl*[T](c: var TCritBitTree[T], key: string, val: T): bool =
## returns true iff `c` contains the given `key`. If the key does not exist
## ``c[key] = val`` is performed.
let oldCount = c.count
var n = rawInsert(c, key)
result = c.count == oldCount
when T isnot void:
if not result: n.val = val
proc containsOrIncl*(c: var TCritBitTree[void], key: string): bool =
## returns true iff `c` contains the given `key`. If the key does not exist
## it is inserted into `c`.
let oldCount = c.count
var n = rawInsert(c, key)
result = c.count == oldCount
proc incl*(c: var TCritBitTree[void], key: string) =
## includes `key` in `c`.
discard rawInsert(c, key)
proc `[]=`*[T](c: var TCritBitTree[T], key: string, val: T) =
## puts a (key, value)-pair into `t`.
var n = rawInsert(c, key)
n.val = val
proc `[]`*[T](c: var TCritBitTree[T], key: string): T {.inline.} =
## retrieves the value at ``c[key]``. If `key` is not in `t`,
## default empty value for the type `B` is returned
## and no exception is raised. One can check with ``hasKey`` whether the key
## exists.
let n = rawGet(c, key)
if n != nil: result = n.val
proc mget*[T](c: var TCritBitTree[T], key: string): var T {.inline.} =
## retrieves the value at ``c[key]``. The value can be modified.
## If `key` is not in `t`, the ``EInvalidKey`` exception is raised.
let n = rawGet(c, key)
if n != nil: result = n.val
else: raise newException(EInvalidKey, "key not found: " & $key)
proc excl*[T](c: var TCritBitTree[T], key: string) =
## removes `key` (and its associated value) from the set `c`.
## If the `key` does not exist, nothing happens.
var p = c.root
var wherep = addr(c.root)
var whereq: ptr PNode = nil
if p == nil: return
var dir = 0
var q: PNode
while not p.isLeaf:
whereq = wherep
q = p
let ch = if p.byte < key.len: key[p.byte] else: '\0'
dir = (1 + (ch.ord or p.otherBits.ord)) shr 8
wherep = addr(p.child[dir])
p = wherep[]
if p.key == key:
# else: not in tree at all
if whereq == nil:
c.root = nil
else:
whereq[] = q.child[1 - dir]
dec c.count
iterator leaves[T](n: PNode[T]): PNode[T] =
if n != nil:
# XXX actually we could compute the necessary stack size in advance:
# it's rougly log2(c.count).
var stack = @[n]
while stack.len > 0:
var it = stack.pop
while not it.isLeaf:
stack.add(it.child[1])
it = it.child[0]
assert(it != nil)
yield it
iterator keys*[T](c: TCritBitTree[T]): string =
## yields all keys in lexicographical order.
for x in leaves(c.root): yield x.key
iterator values*[T](c: TCritBitTree[T]): T =
## yields all values of `c` in the lexicographical order of the
## corresponding keys.
for x in leaves(c.root): yield x.val
iterator mvalues*[T](c: var TCritBitTree[T]): var T =
## yields all values of `c` in the lexicographical order of the
## corresponding keys. The values can be modified.
for x in leaves(c.root): yield x.val
iterator items*[T](c: TCritBitTree[T]): string =
## yields all keys in lexicographical order.
for x in leaves(c.root): yield x.key
iterator pairs*[T](c: TCritBitTree[T]): tuple[key: string, val: T] =
## yields all (key, value)-pairs of `c`.
for x in leaves(c.root): yield (x.key, x.val)
iterator mpairs*[T](c: var TCritBitTree[T]): tuple[key: string, val: var T] =
## yields all (key, value)-pairs of `c`. The yielded values can be modified.
for x in leaves(c.root): yield (x.key, x.val)
proc allprefixedAux[T](c: TCritBitTree[T], key: string): PNode[T] =
var p = c.root
var top = p
if p != nil:
while not p.isLeaf:
var q = p
let ch = if p.byte < key.len: key[p.byte] else: '\0'
let dir = (1 + (ch.ord or p.otherBits.ord)) shr 8
p = p.child[dir]
if q.byte < key.len: top = p
for i in 0 .. <key.len:
if p.key[i] != key[i]: return
result = top
iterator itemsWithPrefix*[T](c: TCritBitTree[T], prefix: string): string =
## yields all keys starting with `prefix`.
let top = allprefixedAux(c, prefix)
for x in leaves(top): yield x.key
iterator keysWithPrefix*[T](c: TCritBitTree[T], prefix: string): string =
## yields all keys starting with `prefix`.
let top = allprefixedAux(c, prefix)
for x in leaves(top): yield x.key
iterator valuesWithPrefix*[T](c: TCritBitTree[T], prefix: string): T =
## yields all values of `c` starting with `prefix` of the
## corresponding keys.
let top = allprefixedAux(c, prefix)
for x in leaves(top): yield x.val
iterator mvaluesWithPrefix*[T](c: var TCritBitTree[T], prefix: string): var T =
## yields all values of `c` starting with `prefix` of the
## corresponding keys. The values can be modified.
let top = allprefixedAux(c, prefix)
for x in leaves(top): yield x.val
iterator pairsWithPrefix*[T](c: TCritBitTree[T],
prefix: string): tuple[key: string, val: T] =
## yields all (key, value)-pairs of `c` starting with `prefix`.
let top = allprefixedAux(c, prefix)
for x in leaves(top): yield (x.key, x.val)
iterator mpairsWithPrefix*[T](c: var TCritBitTree[T],
prefix: string): tuple[key: string, val: var T] =
## yields all (key, value)-pairs of `c` starting with `prefix`.
## The yielded values can be modified.
let top = allprefixedAux(c, prefix)
for x in leaves(top): yield (x.key, x.val)
proc `$`*[T](c: TCritBitTree[T]): string =
## turns `c` into a string representation. Example outputs:
## ``{keyA: value, keyB: value}``, ``{:}``
## If `T` is void the outputs look like:
## ``{keyA, keyB}``, ``{}``.
if c.len == 0:
when T is void:
result = "{}"
else:
result = "{:}"
else:
# an educated guess is better than nothing:
when T is void:
const avgItemLen = 8
else:
const avgItemLen = 16
result = newStringOfCap(c.count * avgItemLen)
result.add("{")
for key, val in pairs(c):
if result.len > 1: result.add(", ")
result.add($key)
when T isnot void:
result.add(": ")
result.add($val)
result.add("}")
when isMainModule:
var r: TCritBitTree[void]
r.incl "abc"
r.incl "xyz"
r.incl "def"
r.incl "definition"
r.incl "prefix"
doAssert r.contains"def"
#r.del "def"
for w in r.items:
echo w
for w in r.allPrefixed("de"):
echo w

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@@ -1557,6 +1557,8 @@ when not defined(EcmaScript) and not defined(NimrodVM):
{.push stack_trace: off.}
proc initGC()
when not defined(boehmgc):
proc initAllocator() {.inline.}
proc initStackBottom() {.inline.} =
# WARNING: This is very fragile! An array size of 8 does not work on my
@@ -1792,7 +1794,9 @@ when not defined(EcmaScript) and not defined(NimrodVM):
prev: PSafePoint # points to next safe point ON THE STACK
status: int
context: C_JmpBuf
when defined(initAllocator):
initAllocator()
when hasThreadSupport:
include "system/syslocks"
include "system/threads"

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@@ -156,7 +156,7 @@ type
TAvlNode {.pure, final.} = object
link: array[0..1, PAvlNode] # Left (0) and right (1) links
key, upperBound: int
balance: int # Balance factor
level: int
TMemRegion {.final, pure.} = object
minLargeObj, maxLargeObj: int
@@ -166,8 +166,18 @@ type
lastSize: int # needed for the case that OS gives us pages linearly
freeChunksList: PBigChunk # XXX make this a datastructure with O(1) access
chunkStarts: TIntSet
root, freeAvlNodes: PAvlNode
root, deleted, last, freeAvlNodes: PAvlNode
# shared:
var
bottomData: TAvlNode
bottom: PAvlNode
proc initAllocator() =
bottom = addr(bottomData)
bottom.link[0] = bottom
bottom.link[1] = bottom
proc incCurrMem(a: var TMemRegion, bytes: int) {.inline.} =
inc(a.currMem, bytes)
@@ -204,13 +214,13 @@ proc allocAvlNode(a: var TMemRegion, key, upperBound: int): PAvlNode =
if a.freeAvlNodes != nil:
result = a.freeAvlNodes
a.freeAvlNodes = a.freeAvlNodes.link[0]
result.link[0] = nil
result.link[1] = nil
result.balance = 0
else:
result = cast[PAvlNode](llAlloc(a, sizeof(TAvlNode)))
result.key = key
result.upperBound = upperBound
result.link[0] = bottom
result.link[1] = bottom
result.level = 0
proc deallocAvlNode(a: var TMemRegion, n: PAvlNode) {.inline.} =
n.link[0] = a.freeAvlNodes
@@ -523,7 +533,8 @@ proc rawAlloc(a: var TMemRegion, requestedSize: int): pointer =
sysAssert c.size == size, "rawAlloc 12"
result = addr(c.data)
sysAssert((cast[TAddress](result) and (MemAlign-1)) == 0, "rawAlloc 13")
add(a, cast[TAddress](result), cast[TAddress](result)+%size)
if a.root == nil: a.root = bottom
add(a, a.root, cast[TAddress](result), cast[TAddress](result)+%size)
sysAssert(isAccessible(a, result), "rawAlloc 14")
proc rawAlloc0(a: var TMemRegion, requestedSize: int): pointer =
@@ -562,7 +573,8 @@ proc rawDealloc(a: var TMemRegion, p: pointer) =
when overwriteFree: c_memset(p, -1'i32, c.size -% bigChunkOverhead())
# free big chunk
var c = cast[PBigChunk](c)
del(a, cast[int](addr(c.data)))
a.deleted = bottom
del(a, a.root, cast[int](addr(c.data)))
freeBigChunk(a, c)
proc isAllocatedPtr(a: TMemRegion, p: pointer): bool =
@@ -592,13 +604,19 @@ proc interiorAllocatedPtr(a: TMemRegion, p: pointer): pointer =
var offset = (cast[TAddress](p) and (PageSize-1)) -%
smallChunkOverhead()
if c.acc >% offset:
sysAssert(cast[TAddress](addr(c.data)) +% offset ==
cast[TAddress](p), "offset is not what you think it is")
var d = cast[ptr TFreeCell](cast[TAddress](addr(c.data)) +%
offset -% (offset %% c.size))
if d.zeroField >% 1: result = d
if d.zeroField >% 1:
result = d
sysAssert isAllocatedPtr(a, result), " result wrong pointer!"
else:
var c = cast[PBigChunk](c)
var d = addr(c.data)
if p >= d and cast[ptr TFreeCell](d).zeroField >% 1: result = d
if p >= d and cast[ptr TFreeCell](d).zeroField >% 1:
result = d
sysAssert isAllocatedPtr(a, result), " result wrong pointer!"
else:
var q = cast[int](p)
if q >=% a.minLargeObj and q <=% a.maxLargeObj:
@@ -611,6 +629,7 @@ proc interiorAllocatedPtr(a: TMemRegion, p: pointer): pointer =
sysAssert(addr(c.data) == k, " k is not the same as addr(c.data)!")
if cast[ptr TFreeCell](k).zeroField >% 1:
result = k
sysAssert isAllocatedPtr(a, result), " result wrong pointer!"
proc ptrSize(p: pointer): int =
var x = cast[pointer](cast[TAddress](p) -% sizeof(TFreeCell))

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@@ -7,245 +7,85 @@
# distribution, for details about the copyright.
#
## not really an AVL tree anymore, but still balanced ...
## AVL balanced tree based on a C implementation by Julienne Walker
const
HeightLimit = 128 # Tallest allowable tree
# Two way single rotation
template singleRot(root, dir: expr): stmt =
block:
var save = root.link[1-dir]
root.link[1-dir] = save.link[dir]
save.link[dir] = root
root = save
# Two way double rotation
template doubleRot(root, dir: expr): stmt =
block:
var save = root.link[1-dir].link[dir]
root.link[1-dir].link[dir] = save.link[1-dir]
save.link[1-dir] = root.link[1-dir]
root.link[1-dir] = save
save = root.link[1-dir]
root.link[1-dir] = save.link[dir]
save.link[dir] = root
root = save
# Adjust balance before double rotation
template adjustBalance(root, dir, bal: expr): stmt =
block:
var n = root.link[dir]
var nn = n.link[1-dir]
if nn.balance == 0:
root.balance = 0
n.balance = 0
elif nn.balance == bal:
root.balance = -bal
n.balance = 0
else:
# nn->balance == -bal
root.balance = 0
n.balance = bal
nn.balance = 0
# Rebalance after insertion
template insertBalance(root, dir: expr): stmt =
block:
var n = root.link[dir]
var bal = if dir == 0: -1 else: +1
if n.balance == bal:
root.balance = 0
n.balance = 0
singleRot(root, 1-dir)
else:
# n->balance == -bal
adjustBalance(root, dir, bal)
doubleRot(root, 1-dir)
# Rebalance after deletion
template removeBalance(root, dir, done: expr): stmt =
block:
var n = root.link[1-dir]
var bal = if dir == 0: -1 else: + 1
if n.balance == - bal:
root.balance = 0
n.balance = 0
singleRot(root, dir)
elif n.balance == bal:
adjustBalance(root, 1-dir, - bal)
doubleRot(root, dir)
else:
# n->balance == 0
root.balance = -bal
n.balance = bal
singleRot(root, dir)
done = true
proc find(root: PAvlNode, key: int): PAvlNode =
var it = root
while it != nil:
if it.key == key: return it
it = it.link[ord(it.key <% key)]
proc inRange(root: PAvlNode, key: int): PAvlNode =
var it = root
while it != nil:
if it.key <=% key and key <=% it.upperBound: return it
it = it.link[ord(it.key <% key)]
proc contains(root: PAvlNode, key: int): bool {.inline.} =
result = find(root, key) != nil
proc maxheight(n: PAvlNode): int =
if n != nil:
result = max(maxheight(n.link[0]), maxheight(n.link[1])) + 1
proc minheight(n: PAvlNode): int =
if n != nil:
result = min(minheight(n.link[0]), minheight(n.link[1])) + 1
template IsBottom(n: PAvlNode): bool = n == bottom
proc lowGauge(n: PAvlNode): int =
var it = n
while it != nil:
while not IsBottom(it):
result = it.key
it = it.link[0]
proc highGauge(n: PAvlNode): int =
result = -1
var it = n
while it != nil:
while not IsBottom(it):
result = it.upperBound
it = it.link[1]
proc add(a: var TMemRegion, key, upperBound: int) =
# Empty tree case
if a.root == nil:
a.root = allocAvlNode(a, key, upperBound)
proc find(root: PAvlNode, key: int): PAvlNode =
var it = root
while not IsBottom(it):
if it.key == key: return it
it = it.link[ord(it.key <% key)]
proc inRange(root: PAvlNode, key: int): PAvlNode =
var it = root
while not IsBottom(it):
if it.key <=% key and key <% it.upperBound: return it
it = it.link[ord(it.key <% key)]
proc skew(t: var PAvlNode) =
if t.link[0].level == t.level:
var temp = t
t = t.link[0]
temp.link[0] = t.link[1]
t.link[1] = temp
proc split(t: var PAvlNode) =
if t.link[1].link[1].level == t.level:
var temp = t
t = t.link[1]
temp.link[1] = t.link[0]
t.link[0] = temp
inc t.level
proc add(a: var TMemRegion, t: var PAvlNode, key, upperBound: int) =
if t == bottom:
t = allocAvlNode(a, key, upperBound)
else:
var head: TAvlNode # Temporary tree root
var s, t, p, q: PAvlNode
# Iterator and save pointer
var dir: int
# Set up false root to ease maintenance:
t = addr(head)
t.link[1] = a.root
# Search down the tree, saving rebalance points
s = t.link[1]
p = s
while true:
dir = ord(p.key <% key)
q = p.link[dir]
if q == nil: break
if q.balance != 0:
t = p
s = q
p = q
q = allocAvlNode(a, key, upperBound)
p.link[dir] = q
# Update balance factors
p = s
while p != q:
dir = ord(p.key <% key)
if dir == 0: dec p.balance
else: inc p.balance
p = p.link[dir]
q = s
# Save rebalance point for parent fix
# Rebalance if necessary
if abs(s.balance) > 1:
dir = ord(s.key <% key)
insertBalance(s, dir)
# Fix parent
if q == head.link[1]: a.root = s
else: t.link[ord(q == t.link[1])] = s
if key <% t.key:
add(a, t.link[0], key, upperBound)
elif key >% t.key:
add(a, t.link[1], key, upperBound)
else:
sysAssert false, "key already exists"
skew(t)
split(t)
proc del(a: var TMemRegion, key: int) =
if a.root == nil: return
var
upd: array[0..HeightLimit-1, int]
up: array[0..HeightLimit-1, PAvlNode]
var top = 0
var it = a.root
# Search down tree and save path
while true:
if it == nil: return
elif it.key == key: break
# Push direction and node onto stack
upd[top] = ord(it.key <% key)
up[top] = it
it = it.link[upd[top]]
inc top
# Remove the node
if it.link[0] == nil or it.link[1] == nil:
# Which child is not null?
var dir = ord(it.link[0] == nil)
# Fix parent
if top != 0: up[top - 1].link[upd[top - 1]] = it.link[dir]
else: a.root = it.link[dir]
deallocAvlNode(a, it)
proc del(a: var TMemRegion, t: var PAvlNode, x: int) =
if t == bottom: return
a.last = t
if x <% t.key:
del(a, t.link[0], x)
else:
# Find the inorder successor
var heir = it.link[1]
# Save this path too
upd[top] = 1
up[top] = it
inc top
while heir.link[0] != nil:
upd[top] = 0
up[top] = heir
inc top
heir = heir.link[0]
swap(it.key, heir.key)
swap(it.upperBound, heir.upperBound)
# Unlink successor and fix parent
up[top - 1].link[ord(up[top - 1] == it)] = heir.link[1]
deallocAvlNode(a, heir)
# Walk back up the search path
dec top
var done = false
while top >= 0 and not done:
# Update balance factors
if upd[top] != 0: dec up[top].balance
else: inc up[top].balance
# Terminate or rebalance as necessary
if abs(up[top].balance) == 1:
break
elif abs(up[top].balance) > 1:
removeBalance(up[top], upd[top], done)
# Fix parent
if top != 0: up[top-1].link[upd[top-1]] = up[top]
else: a.root = up[0]
dec top
when isMainModule:
import math
var
r: PAvlNode
s: seq[int]
const N = 1000_000
newSeq s, N
for i in 0..N-1:
var key = i #random(10_000)
s[i] = key
r.add(key, 12_000_000)
for i in 0..N-1:
var key = s[i]
doAssert inRange(r, key+1000) != nil
doAssert key in r
echo "Min-Height: ", minheight(r), " max-height: ", maxheight(r)
for i in 0..N-1:
var key = s[i]
del r, key
doAssert key notin r
doAssert r == nil
a.deleted = t
del(a, t.link[1], x)
if t == a.last and a.deleted != bottom and x == a.deleted.key:
a.deleted.key = t.key
a.deleted.upperBound = t.upperBound
a.deleted = bottom
t = t.link[1]
deallocAvlNode(a, a.last)
elif t.link[0].level < t.level-1 or
t.link[1].level < t.level-1:
dec t.level
if t.link[1].level > t.level:
t.link[1].level = t.level
skew(t)
skew(t.link[1])
skew(t.link[1].link[1])
split(t)
split(t.link[1])

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@@ -18,8 +18,8 @@ Bugfixes
- Bugfix c2nim, c2pas: the ``--out`` option has never worked properly.
- Bugfix: forwarding of generic procs never worked.
- Some more bugfixes for macros and compile-time evaluation.
- The compiler now generates code that tries to keep the C compiler from
optimizing stack allocated GC roots away.
- The GC now takes into account interior pointers on the stack which may be
introduced by aggressive C optimizers.
Changes affecting backwards compatibility
@@ -114,7 +114,7 @@ Compiler Additions
- Added ``--import:file`` and ``--include:file`` configuration options
for specifying modules that will be automatically imported/incluced.
- ``nimrod i`` can now optionally be given a module to execute.
- The compiler now performs a simple aliases analysis to generate better code.
- The compiler now performs a simple alias analysis to generate better code.
Library Additions
@@ -141,6 +141,7 @@ Library Additions
- Added ``ftpclient`` module.
- Added ``memfiles`` module.
- Added ``subexes`` module.
- Added ``critbits`` module.
- Added ``osproc.startCmd``, ``osproc.execCmdEx``.
- The ``osproc`` module now uses ``posix_spawn`` instead of ``fork``
and ``exec`` on Posix systems. Define the symbol ``useFork`` to revert to

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@@ -42,7 +42,7 @@ srcdoc: "impure/rdstdin;wrappers/zmq;wrappers/sphinx"
srcdoc: "pure/collections/tables;pure/collections/sets;pure/collections/lists"
srcdoc: "pure/collections/intsets;pure/collections/queues;pure/encodings"
srcdoc: "pure/events;pure/collections/sequtils;pure/irc;ecmas/dom"
srcdoc: "pure/ftpclient;pure/memfiles;pure/subexes"
srcdoc: "pure/ftpclient;pure/memfiles;pure/subexes;pure/collections/critbits"
webdoc: "wrappers/libcurl;pure/md5;wrappers/mysql;wrappers/iup"
webdoc: "wrappers/sqlite3;wrappers/postgres;wrappers/tinyc"