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#
#
# Nim's Runtime Library
# (c) Copyright 2012 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 sorted set of strings, or for a sorted mapping of strings. Based on the
## [excellent paper by Adam Langley](https://www.imperialviolet.org/binary/critbit.pdf).
## (A crit bit tree is a form of `radix tree`:idx: or `patricia trie`:idx:.)
runnableExamples:
from std/sequtils import toSeq
var critbitAsSet: CritBitTree[void] = ["kitten", "puppy"].toCritBitTree
doAssert critbitAsSet.len == 2
critbitAsSet.incl("")
doAssert "" in critbitAsSet
critbitAsSet.excl("")
doAssert "" notin critbitAsSet
doAssert toSeq(critbitAsSet.items) == @["kitten", "puppy"]
let same = ["puppy", "kitten", "puppy"].toCritBitTree
doAssert toSeq(same.keys) == toSeq(critbitAsSet.keys)
var critbitAsDict: CritBitTree[int] = {"key1": 42}.toCritBitTree
doAssert critbitAsDict.len == 1
critbitAsDict["key2"] = 0
doAssert "key2" in critbitAsDict
doAssert critbitAsDict["key2"] == 0
critbitAsDict.excl("key1")
doAssert "key1" notin critbitAsDict
doAssert toSeq(critbitAsDict.pairs) == @[("key2", 0)]
import std/private/since
when defined(nimPreviewSlimSystem):
import std/assertions
type
NodeObj[T] {.acyclic.} = object
byte: int ## byte index of the difference
otherBits: char
case isLeaf: bool
of false: child: array[0..1, ref NodeObj[T]]
of true:
key: string
when T isnot void:
val: T
Node[T] = ref NodeObj[T]
CritBitTree*[T] = object ## 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: Node[T]
count: int
func len*[T](c: CritBitTree[T]): int {.inline.} =
## Returns the number of elements in `c` in O(1).
runnableExamples:
let c = ["key1", "key2"].toCritBitTree
doAssert c.len == 2
result = c.count
proc rawGet[T](c: CritBitTree[T], key: string): Node[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
func contains*[T](c: CritBitTree[T], key: string): bool {.inline.} =
## Returns true if `c` contains the given `key`.
runnableExamples:
var c: CritBitTree[void]
incl(c, "key")
doAssert c.contains("key")
result = rawGet(c, key) != nil
func hasKey*[T](c: CritBitTree[T], key: string): bool {.inline.} =
## Alias for `contains <#contains,CritBitTree[T],string>`_.
result = rawGet(c, key) != nil
proc rawInsert[T](c: var CritBitTree[T], key: string): Node[T] =
if c.root == nil:
c.root = Node[T](isleaf: true, 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:
let ch = if newByte < it.key.len: it.key[newByte] else: '\0'
if ch != key[newByte]:
newOtherBits = ch.ord xor key[newByte].ord
break blockX
inc newByte
if newByte < it.key.len:
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 = if newByte < it.key.len: it.key[newByte] else: '\0'
let dir = (1 + (ord(ch) or newOtherBits)) shr 8
var inner: Node[T]
new inner
result = Node[T](isLeaf: true, 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
func exclImpl[T](c: var CritBitTree[T], key: string): int =
var p = c.root
var wherep = addr(c.root)
var whereq: ptr Node[T] = nil
if p == nil: return c.count
var dir = 0
var q: Node[T]
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
return c.count
proc excl*[T](c: var CritBitTree[T], key: string) =
## Removes `key` (and its associated value) from the set `c`.
## If the `key` does not exist, nothing happens.
##
## **See also:**
## * `incl proc <#incl,CritBitTree[void],string>`_
## * `incl proc <#incl,CritBitTree[T],string,T>`_
runnableExamples:
var c: CritBitTree[void]
incl(c, "key")
excl(c, "key")
doAssert not c.contains("key")
discard exclImpl(c, key)
proc missingOrExcl*[T](c: var CritBitTree[T], key: string): bool =
## Returns true if `c` does not contain the given `key`. If the key
## does exist, `c.excl(key)` is performed.
##
## **See also:**
## * `excl proc <#excl,CritBitTree[T],string>`_
## * `containsOrIncl proc <#containsOrIncl,CritBitTree[T],string,T>`_
## * `containsOrIncl proc <#containsOrIncl,CritBitTree[void],string>`_
runnableExamples:
block:
var c: CritBitTree[void]
doAssert c.missingOrExcl("key")
block:
var c: CritBitTree[void]
incl(c, "key")
doAssert not c.missingOrExcl("key")
doAssert not c.contains("key")
let oldCount = c.count
discard exclImpl(c, key)
result = c.count == oldCount
proc containsOrIncl*[T](c: var CritBitTree[T], key: string, val: sink T): bool =
## Returns true if `c` contains the given `key`. If the key does not exist,
## `c[key] = val` is performed.
##
## **See also:**
## * `incl proc <#incl,CritBitTree[void],string>`_
## * `incl proc <#incl,CritBitTree[T],string,T>`_
## * `containsOrIncl proc <#containsOrIncl,CritBitTree[void],string>`_
## * `missingOrExcl proc <#missingOrExcl,CritBitTree[T],string>`_
runnableExamples:
block:
var c: CritBitTree[int]
doAssert not c.containsOrIncl("key", 42)
doAssert c.contains("key")
block:
var c: CritBitTree[int]
incl(c, "key", 21)
doAssert c.containsOrIncl("key", 42)
doAssert c["key"] == 21
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 CritBitTree[void], key: string): bool =
## Returns true if `c` contains the given `key`. If the key does not exist,
## it is inserted into `c`.
##
## **See also:**
## * `incl proc <#incl,CritBitTree[void],string>`_
## * `incl proc <#incl,CritBitTree[T],string,T>`_
## * `containsOrIncl proc <#containsOrIncl,CritBitTree[T],string,T>`_
## * `missingOrExcl proc <#missingOrExcl,CritBitTree[T],string>`_
runnableExamples:
block:
var c: CritBitTree[void]
doAssert not c.containsOrIncl("key")
doAssert c.contains("key")
block:
var c: CritBitTree[void]
incl(c, "key")
doAssert c.containsOrIncl("key")
let oldCount = c.count
discard rawInsert(c, key)
result = c.count == oldCount
proc inc*(c: var CritBitTree[int]; key: string, val: int = 1) =
## Increments `c[key]` by `val`.
runnableExamples:
var c: CritBitTree[int]
c["key"] = 1
inc(c, "key")
doAssert c["key"] == 2
var n = rawInsert(c, key)
inc n.val, val
proc incl*(c: var CritBitTree[void], key: string) =
## Includes `key` in `c`.
##
## **See also:**
## * `excl proc <#excl,CritBitTree[T],string>`_
## * `incl proc <#incl,CritBitTree[T],string,T>`_
runnableExamples:
var c: CritBitTree[void]
incl(c, "key")
doAssert c.hasKey("key")
discard rawInsert(c, key)
proc incl*[T](c: var CritBitTree[T], key: string, val: sink T) =
## Inserts `key` with value `val` into `c`.
##
## **See also:**
## * `excl proc <#excl,CritBitTree[T],string>`_
## * `incl proc <#incl,CritBitTree[void],string>`_
runnableExamples:
var c: CritBitTree[int]
incl(c, "key", 42)
doAssert c["key"] == 42
var n = rawInsert(c, key)
n.val = val
proc `[]=`*[T](c: var CritBitTree[T], key: string, val: sink T) =
## Alias for `incl <#incl,CritBitTree[T],string,T>`_.
##
## **See also:**
## * `[] proc <#[],CritBitTree[T],string>`_
## * `[] proc <#[],CritBitTree[T],string_2>`_
var n = rawInsert(c, key)
n.val = val
template get[T](c: CritBitTree[T], key: string): T =
let n = rawGet(c, key)
if n == nil:
raise newException(KeyError, "key not found: " & key)
n.val
func `[]`*[T](c: CritBitTree[T], key: string): lent T {.inline.} =
## Retrieves the value at `c[key]`. If `key` is not in `t`, the
## `KeyError` exception is raised. One can check with `hasKey` whether
## the key exists.
##
## **See also:**
## * `[] proc <#[],CritBitTree[T],string_2>`_
## * `[]= proc <#[]=,CritBitTree[T],string,T>`_
get(c, key)
func `[]`*[T](c: var CritBitTree[T], key: string): var T {.inline.} =
## Retrieves the value at `c[key]`. The value can be modified.
## If `key` is not in `t`, the `KeyError` exception is raised.
##
## **See also:**
## * `[] proc <#[],CritBitTree[T],string>`_
## * `[]= proc <#[]=,CritBitTree[T],string,T>`_
get(c, key)
iterator leaves[T](n: Node[T]): Node[T] =
if n != nil:
# XXX actually we could compute the necessary stack size in advance:
# it's roughly 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: CritBitTree[T]): string =
## Yields all keys in lexicographical order.
runnableExamples:
from std/sequtils import toSeq
let c = {"key1": 1, "key2": 2}.toCritBitTree
doAssert toSeq(c.keys) == @["key1", "key2"]
for x in leaves(c.root): yield x.key
iterator values*[T](c: CritBitTree[T]): lent T =
## Yields all values of `c` in the lexicographical order of the
## corresponding keys.
##
## **See also:**
## * `mvalues iterator <#mvalues.i,CritBitTree[T]>`_
runnableExamples:
from std/sequtils import toSeq
let c = {"key1": 1, "key2": 2}.toCritBitTree
doAssert toSeq(c.values) == @[1, 2]
for x in leaves(c.root): yield x.val
iterator mvalues*[T](c: var CritBitTree[T]): var T =
## Yields all values of `c` in the lexicographical order of the
## corresponding keys. The values can be modified.
##
## **See also:**
## * `values iterator <#values.i,CritBitTree[T]>`_
for x in leaves(c.root): yield x.val
iterator items*[T](c: CritBitTree[T]): string =
## Alias for `keys <#keys.i,CritBitTree[T]>`_.
for x in leaves(c.root): yield x.key
iterator pairs*[T](c: CritBitTree[T]): tuple[key: string, val: T] =
## Yields all `(key, value)`-pairs of `c` in the lexicographical order of the
## corresponding keys.
##
## **See also:**
## * `mpairs iterator <#mpairs.i,CritBitTree[T]>`_
runnableExamples:
from std/sequtils import toSeq
let c = {"key1": 1, "key2": 2}.toCritBitTree
doAssert toSeq(c.pairs) == @[(key: "key1", val: 1), (key: "key2", val: 2)]
for x in leaves(c.root): yield (x.key, x.val)
iterator mpairs*[T](c: var CritBitTree[T]): tuple[key: string, val: var T] =
## Yields all `(key, value)`-pairs of `c` in the lexicographical order of the
## corresponding keys. The yielded values can be modified.
##
## **See also:**
## * `pairs iterator <#pairs.i,CritBitTree[T]>`_
for x in leaves(c.root): yield (x.key, x.val)
proc allprefixedAux[T](c: CritBitTree[T], key: string): Node[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 i >= p.key.len or p.key[i] != key[i]: return
result = top
iterator keysWithPrefix*[T](c: CritBitTree[T], prefix: string): string =
## Yields all keys starting with `prefix`.
runnableExamples:
from std/sequtils import toSeq
let c = {"key1": 42, "key2": 43}.toCritBitTree
doAssert toSeq(c.keysWithPrefix("key")) == @["key1", "key2"]
let top = allprefixedAux(c, prefix)
for x in leaves(top): yield x.key
iterator valuesWithPrefix*[T](c: CritBitTree[T], prefix: string): lent T =
## Yields all values of `c` starting with `prefix` of the
## corresponding keys.
##
## **See also:**
## * `mvaluesWithPrefix iterator <#mvaluesWithPrefix.i,CritBitTree[T],string>`_
runnableExamples:
from std/sequtils import toSeq
let c = {"key1": 42, "key2": 43}.toCritBitTree
doAssert toSeq(c.valuesWithPrefix("key")) == @[42, 43]
let top = allprefixedAux(c, prefix)
for x in leaves(top): yield x.val
iterator mvaluesWithPrefix*[T](c: var CritBitTree[T], prefix: string): var T =
## Yields all values of `c` starting with `prefix` of the
## corresponding keys. The values can be modified.
##
## **See also:**
## * `valuesWithPrefix iterator <#valuesWithPrefix.i,CritBitTree[T],string>`_
let top = allprefixedAux(c, prefix)
for x in leaves(top): yield x.val
iterator itemsWithPrefix*[T](c: CritBitTree[T], prefix: string): string =
## Alias for `keysWithPrefix <#keysWithPrefix.i,CritBitTree[T],string>`_.
let top = allprefixedAux(c, prefix)
for x in leaves(top): yield x.key
iterator pairsWithPrefix*[T](c: CritBitTree[T],
prefix: string): tuple[key: string, val: T] =
## Yields all (key, value)-pairs of `c` starting with `prefix`.
##
## **See also:**
## * `mpairsWithPrefix iterator <#mpairsWithPrefix.i,CritBitTree[T],string>`_
runnableExamples:
from std/sequtils import toSeq
let c = {"key1": 42, "key2": 43}.toCritBitTree
doAssert toSeq(c.pairsWithPrefix("key")) == @[(key: "key1", val: 42), (key: "key2", val: 43)]
let top = allprefixedAux(c, prefix)
for x in leaves(top): yield (x.key, x.val)
iterator mpairsWithPrefix*[T](c: var CritBitTree[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.
##
## **See also:**
## * `pairsWithPrefix iterator <#pairsWithPrefix.i,CritBitTree[T],string>`_
let top = allprefixedAux(c, prefix)
for x in leaves(top): yield (x.key, x.val)
func `$`*[T](c: CritBitTree[T]): string =
## Turns `c` into a string representation.
runnableExamples:
doAssert $CritBitTree[int].default == "{:}"
doAssert $toCritBitTree({"key1": 1, "key2": 2}) == """{"key1": 1, "key2": 2}"""
doAssert $CritBitTree[void].default == "{}"
doAssert $toCritBitTree(["key1", "key2"]) == """{"key1", "key2"}"""
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("{")
when T is void:
for key in keys(c):
if result.len > 1: result.add(", ")
result.addQuoted(key)
else:
for key, val in pairs(c):
if result.len > 1: result.add(", ")
result.addQuoted(key)
result.add(": ")
result.addQuoted(val)
result.add("}")
func commonPrefixLen*[T](c: CritBitTree[T]): int {.inline, since((1, 3)).} =
## Returns the length of the longest common prefix of all keys in `c`.
## If `c` is empty, returns 0.
runnableExamples:
var c: CritBitTree[void]
doAssert c.commonPrefixLen == 0
incl(c, "key1")
doAssert c.commonPrefixLen == 4
incl(c, "key2")
doAssert c.commonPrefixLen == 3
if c.root != nil:
if c.root.isLeaf: len(c.root.key)
else: c.root.byte
else: 0
proc toCritBitTree*[T](pairs: sink openArray[(string, T)]): CritBitTree[T] {.since: (1, 3).} =
## Creates a new `CritBitTree` that contains the given `pairs`.
runnableExamples:
doAssert {"a": "0", "b": "1", "c": "2"}.toCritBitTree is CritBitTree[string]
doAssert {"a": 0, "b": 1, "c": 2}.toCritBitTree is CritBitTree[int]
for item in pairs: result.incl item[0], item[1]
proc toCritBitTree*(items: sink openArray[string]): CritBitTree[void] {.since: (1, 3).} =
## Creates a new `CritBitTree` that contains the given `items`.
runnableExamples:
doAssert ["a", "b", "c"].toCritBitTree is CritBitTree[void]
for item in items: result.incl item
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