# # # 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. ## (A crit bit tree is a form of `radix tree`:idx: or `patricia trie`:idx:.) import std/private/since 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 proc len*[T](c: CritBitTree[T]): int = ## Returns the number of elements in `c` in O(1). runnableExamples: var c: CritBitTree[void] incl(c, "key1") incl(c, "key2") 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 proc 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 proc 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 proc 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: 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: 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: T) = ## Puts a (key, value)-pair into `t`. ## ## See also: ## * `[] proc <#[],CritBitTree[T],string>`_ ## * `[] proc <#[],CritBitTree[T],string_2>`_ runnableExamples: var c: CritBitTree[int] c["key"] = 42 doAssert c["key"] == 42 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: when compiles($key): raise newException(KeyError, "key not found: " & $key) else: raise newException(KeyError, "key not found") n.val proc `[]`*[T](c: CritBitTree[T], key: string): 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) proc `[]`*[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: var c: CritBitTree[int] c["key1"] = 1 c["key2"] = 2 var keys: seq[string] for key in c.keys: keys.add(key) doAssert keys == @["key1", "key2"] for x in leaves(c.root): yield x.key iterator values*[T](c: CritBitTree[T]): T = ## Yields all values of `c` in the lexicographical order of the ## corresponding keys. runnableExamples: var c: CritBitTree[int] c["key1"] = 1 c["key2"] = 2 var vals: seq[int] for val in c.values: vals.add(val) doAssert vals == @[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 = ## Yields all keys in lexicographical order. runnableExamples: var c: CritBitTree[int] c["key1"] = 1 c["key2"] = 2 var keys: seq[string] for key in c.items: keys.add(key) doAssert keys == @["key1", "key2"] 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`. runnableExamples: var c: CritBitTree[int] c["key1"] = 1 c["key2"] = 2 var ps: seq[tuple[key: string, val: int]] for p in c.pairs: ps.add(p) doAssert ps == @[(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`. 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; longestMatch: bool): 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 if not longestMatch: for i in 0 ..< key.len: if i >= p.key.len or p.key[i] != key[i]: return result = top iterator itemsWithPrefix*[T](c: CritBitTree[T], prefix: string; longestMatch = false): string = ## Yields all keys starting with `prefix`. If `longestMatch` is true, ## the longest match is returned, it doesn't have to be a complete match then. runnableExamples: var c: CritBitTree[int] c["key1"] = 42 c["key2"] = 43 var keys: seq[string] for key in c.itemsWithPrefix("key"): keys.add(key) doAssert keys == @["key1", "key2"] let top = allprefixedAux(c, prefix, longestMatch) for x in leaves(top): yield x.key iterator keysWithPrefix*[T](c: CritBitTree[T], prefix: string; longestMatch = false): string = ## Yields all keys starting with `prefix`. runnableExamples: var c: CritBitTree[int] c["key1"] = 42 c["key2"] = 43 var keys: seq[string] for key in c.keysWithPrefix("key"): keys.add(key) doAssert keys == @["key1", "key2"] let top = allprefixedAux(c, prefix, longestMatch) for x in leaves(top): yield x.key iterator valuesWithPrefix*[T](c: CritBitTree[T], prefix: string; longestMatch = false): T = ## Yields all values of `c` starting with `prefix` of the ## corresponding keys. runnableExamples: var c: CritBitTree[int] c["key1"] = 42 c["key2"] = 43 var vals: seq[int] for val in c.valuesWithPrefix("key"): vals.add(val) doAssert vals == @[42, 43] let top = allprefixedAux(c, prefix, longestMatch) for x in leaves(top): yield x.val iterator mvaluesWithPrefix*[T](c: var CritBitTree[T], prefix: string; longestMatch = false): 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, longestMatch) for x in leaves(top): yield x.val iterator pairsWithPrefix*[T](c: CritBitTree[T], prefix: string; longestMatch = false): tuple[key: string, val: T] = ## Yields all (key, value)-pairs of `c` starting with `prefix`. runnableExamples: var c: CritBitTree[int] c["key1"] = 42 c["key2"] = 43 var ps: seq[tuple[key: string, val: int]] for p in c.pairsWithPrefix("key"): ps.add(p) doAssert ps == @[(key: "key1", val: 42), (key: "key2", val: 43)] let top = allprefixedAux(c, prefix, longestMatch) for x in leaves(top): yield (x.key, x.val) iterator mpairsWithPrefix*[T](c: var CritBitTree[T], prefix: string; longestMatch = false): 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, longestMatch) for x in leaves(top): yield (x.key, x.val) proc `$`*[T](c: CritBitTree[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("{") 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("}") proc commonPrefixLen*[T](c: CritBitTree[T]): int {.inline, since((1, 3)).} = ## Returns longest common prefix length of all keys of `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 runnableExamples: static: block: var critbitAsSet: CritBitTree[void] doAssert critbitAsSet.len == 0 incl critbitAsSet, "kitten" doAssert critbitAsSet.len == 1 incl critbitAsSet, "puppy" doAssert critbitAsSet.len == 2 incl critbitAsSet, "kitten" doAssert critbitAsSet.len == 2 incl critbitAsSet, "" doAssert critbitAsSet.len == 3 block: var critbitAsDict: CritBitTree[int] critbitAsDict["key"] = 42 doAssert critbitAsDict["key"] == 42 critbitAsDict["key"] = 0 doAssert critbitAsDict["key"] == 0 critbitAsDict["key"] = -int.high doAssert critbitAsDict["key"] == -int.high critbitAsDict["key"] = int.high doAssert critbitAsDict["key"] == int.high when isMainModule: import sequtils var r: CritBitTree[void] r.incl "abc" r.incl "xyz" r.incl "def" r.incl "definition" r.incl "prefix" r.incl "foo" doAssert r.contains"def" r.excl "def" assert r.missingOrExcl("foo") == false assert "foo" notin toSeq(r.items) assert r.missingOrExcl("foo") == true assert toSeq(r.items) == @["abc", "definition", "prefix", "xyz"] assert toSeq(r.itemsWithPrefix("de")) == @["definition"] var c = CritBitTree[int]() c.inc("a") assert c["a"] == 1 c.inc("a", 4) assert c["a"] == 5 c.inc("a", -5) assert c["a"] == 0 c.inc("b", 2) assert c["b"] == 2 c.inc("c", 3) assert c["c"] == 3 c.inc("a", 1) assert c["a"] == 1 var cf = CritBitTree[float]() cf.incl("a", 1.0) assert cf["a"] == 1.0 cf.incl("b", 2.0) assert cf["b"] == 2.0 cf.incl("c", 3.0) assert cf["c"] == 3.0 assert cf.len == 3 cf.excl("c") assert cf.len == 2 var cb: CritBitTree[string] cb.incl("help", "help") for k in cb.keysWithPrefix("helpp"): doAssert false, "there is no prefix helpp"