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Order statistic tree (Binary Search Tree with Rank and Size)
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// Use: var tree = new OST(); tree.select(4); tree.insert(key,value) | |
var OST = function () { | |
// Order statistic tree node | |
var Node = function (leftChild, key, value, rightChild, parent) { | |
return { | |
leftChild: (typeof leftChild === "undefined") ? null : | |
leftChild, | |
key: (typeof key === "undefined") ? null : key, | |
value: (typeof value === "undefined") ? null : value, | |
rightChild: (typeof rightChild === "undefined") ? null : | |
rightChild, | |
parent: (typeof parent === "undefined") ? null : parent, | |
size: (typeof size === "undefined") ? 0 : size, | |
}; | |
}, | |
/* | |
* Private Class: Node | |
* | |
* A OST node constructor | |
* | |
* Parameters: | |
* leftChild - a reference to the left child of the node. | |
* key - The key of the node. | |
* value - the value of the node. | |
* rightChild - a reference to the right child of the node. | |
* parent - a reference to the parent of the node. | |
* size - size of subtree rooted at the node. | |
* | |
* Note: All parameters default to null. | |
*/ | |
/* | |
* Private Variable: root | |
* | |
* The root node of the BST. | |
*/ | |
root = new Node(), | |
/* | |
* Private Method: searchNode | |
* | |
* Search through a binary tree. | |
* | |
* Parameters: | |
* node - the node to search on. | |
* key - the key to search for (as an integer). | |
* | |
* Returns: | |
* the value of the found node, | |
* or null if no node was found. | |
* | |
*/ | |
searchNode = function (node, key) { | |
if (node.key === null) { | |
return null; // key not found | |
} | |
var nodeKey = parseInt(node.key, 10); | |
if (key < nodeKey) { | |
return searchNode(node.leftChild, key); | |
} else if (key > nodeKey) { | |
return searchNode(node.rightChild, key); | |
} | |
else { // key is equal to node key | |
return node; | |
} | |
}, | |
deleteNode = function(key, current) { | |
childCount = (current.leftChild !== null ? 1 : 0) + (current.rightChild !== null ? 1 : 0); | |
var parent = current.parent; | |
if (current === root){ | |
switch(childCount){ | |
case 0: | |
root = null; | |
break; | |
case 1: | |
root = (current.rightChild === null ? current.leftChild : current.rightChild); | |
break; | |
case 2: | |
//new root will be the old root's leftChild child | |
//...maybe | |
var replacement = root.leftChild; | |
//find the rightChild-most leaf node to be | |
//the real new root | |
while (replacement.rightChild !== null){ | |
var replacementParent = replacement; | |
replacement = replacement.rightChild; | |
} | |
//it's not the first node on the leftChild | |
if (replacementParent !== null){ | |
//remove the new root from it's | |
//previous position | |
replacementParent.rightChild = replacement.leftChild; | |
//give the new root all of the old | |
//root's children | |
replacement.rightChild = root.rightChild; | |
replacement.leftChild = root.leftChild; | |
} | |
else { | |
//just assign the children | |
replacement.rightChild = root.rightChild; | |
} | |
//officially assign new root | |
root = replacement; | |
} | |
//non-root values | |
} | |
else { | |
switch (childCount){ | |
case 0: | |
//if the current key is less than its | |
//parent's, null out the leftChild pointer | |
if (current.key < parent.key){ | |
parent.leftChild = null; | |
//if the current key is greater than its | |
//parent's, null out the rightChild pointer | |
} | |
else { | |
parent.rightChild = null; | |
} | |
break; | |
//one child, just reassign to parent | |
case 1: | |
//if the current key is less than its | |
//parent's, reset the leftChild pointer | |
if (current.key < parent.key){ | |
parent.leftChild = (current.leftChild === null ? | |
current.rightChild : current.leftChild); | |
//if the current key is greater than its | |
//parent's, reset the rightChild pointer | |
} | |
else { | |
parent.rightChild = (current.leftChild === null ? | |
current.rightChild : current.leftChild); | |
} | |
break; | |
//two children, a bit more complicated | |
case 2: | |
//reset pointers for new traversal | |
var replacement = current.leftChild; | |
var replacementParent = current; | |
//find the rightChild-most node | |
while(replacement.rightChild !== null){ | |
replacementParent = replacement; | |
replacement = replacement.rightChild; | |
} | |
replacementParent.rightChild = replacement.leftChild; | |
//assign children to the replacement | |
replacement.rightChild = current.rightChild; | |
replacement.leftChild = current.leftChild; | |
//place the replacement in the rightChild spot | |
if (current.key < parent.key){ | |
parent.leftChild = replacement; | |
} else { | |
parent.rightChild = replacement; | |
} | |
//no default | |
} | |
} | |
}, | |
/* | |
* Private Method: insertNode | |
* | |
* Insert into a binary tree. | |
* | |
* Parameters: | |
* node - the node to search on. | |
* key - the key to insert (as an integer). | |
* value - the value to associate with the key (any type of | |
* object). | |
* | |
* Returns: | |
* true. | |
* | |
*/ | |
insertNode = function (node, key, value, parent) { | |
if (node.key === null) { | |
node.leftChild = new Node(); | |
node.key = key; | |
node.value = value; | |
node.rightChild = new Node(); | |
node.parent = parent; | |
node.size = 1; | |
var recurseToRoot = node; | |
while(recurseToRoot.parent != null){ | |
recurseToRoot.parent.size++; | |
recurseToRoot = recurseToRoot.parent; | |
} | |
return true; | |
} | |
var nodeKey = parseInt(node.key, 10); | |
if (key < nodeKey) { | |
insertNode(node.leftChild, key, value, node); | |
} | |
else if (key > nodeKey) { | |
insertNode(node.rightChild, key, value, node); | |
} | |
else { // key is equal to node key, update the value | |
node.value = value; | |
return true; | |
} | |
}, | |
/* | |
* Private Method: traverseNode | |
* | |
* Call a function on each node of a binary tree. | |
* | |
* Parameters: | |
* node - the node to traverse. | |
* callback - the function to call on each node, this function | |
* takes a key and a value as parameters. | |
* | |
* Returns: | |
* true. | |
* | |
*/ | |
traverseNode = function (node, callback) { | |
if (node.key !== null) { | |
traverseNode(node.leftChild, callback); | |
callback(node.key, node.value); | |
traverseNode(node.rightChild, callback); | |
} | |
return true; | |
}, | |
/* | |
* Private Method: minNode | |
* | |
* Find the key of the node with the lowest key number. | |
* | |
* Parameters: | |
* node - the node to traverse. | |
* | |
* Returns: the key of the node with the lowest key number. | |
* | |
*/ | |
minNode = function (node) { | |
while (node.leftChild.key !== null) { | |
node = node.leftChild; | |
} | |
return node; | |
}, | |
/* | |
* Private Method: maxNode | |
* | |
* Find the key of the node with the highest key number. | |
* | |
* Parameters: | |
* node - the node to traverse. | |
* | |
* Returns: the key of the node with the highest key number. | |
* | |
*/ | |
maxNode = function (node) { | |
while (node.rightChild.key !== null) { | |
node = node.rightChild; | |
} | |
return node; | |
}, | |
/* | |
* Private Method: successorNode | |
* | |
* Find the key that successes the given node. | |
* | |
* Parameters: | |
* node - the node to find the successor for | |
* | |
* Returns: the node that successes the given node. | |
* | |
*/ | |
successorNode = function (node) { | |
var parent; | |
if (node.rightChild.key !== null) { | |
return minNode(node.rightChild); | |
} | |
parent = node.parent; | |
while (parent.key !== null && node == parent.rightChild) { | |
node = parent; | |
parent = parent.parent; | |
} | |
return parent | |
}, | |
/* | |
* Private Method: selectNode | |
* | |
* find the i'th smallest element stored in the tree | |
* | |
* Parameters: | |
* node - initially root | |
* i - index | |
* | |
* Returns: find the i'th smallest element stored in the tree | |
* | |
*/ | |
selectNode = function (i, node) { | |
var l = node.leftChild.size | |
if(i = l) | |
return node | |
else if(i < l) | |
return select(i, node.leftChild) | |
else | |
return select(i - (l+1), node.rightChild) | |
}, | |
/* | |
* Private Method: rankNode | |
* | |
* find the rank of node x in the tree, i.e. its index in the sorted list of elements of the tree | |
* | |
* Parameters: | |
* x - Node | |
* | |
* Returns: the rank of x | |
* | |
*/ | |
rankNode = function (x) { | |
var l = x.leftChild.size + 1; | |
var iter = x; | |
var r = 1; | |
while(iter != root){ | |
if(iter == iter.parent.rightChild) | |
r = r + iter.parent.leftChild.size + 1; | |
iter = iter.parent; | |
} | |
return r; | |
}, | |
/* | |
* Private Method: predecessorNode | |
* | |
* Find the key that preceeds the given node. | |
* | |
* Parameters: | |
* node - the node to find the predecessor for | |
* | |
* Returns: the node that preceeds the given node. | |
* | |
*/ | |
predecessorNode = function (node) { | |
var parent; | |
if (node.leftChild.key !== null) { | |
return maxNode(node.leftChild); | |
} | |
parent = node.parent; | |
while (parent.key !== null && node == parent.leftChild) { | |
node = parent; | |
parent = parent.parent; | |
} | |
return parent; | |
}; | |
return { | |
/* | |
* Method: search | |
* | |
* Search through a binary tree. | |
* | |
* Parameters: | |
* key - the key to search for. | |
* | |
* Returns: | |
* the node, | |
* or null if no node was found, | |
* or undefined if no key was specified. | |
* | |
*/ | |
search: function (key) { | |
var keyInt = parseInt(key, 10); | |
if (isNaN(keyInt)) { | |
return undefined; // key must be a number | |
} | |
else { | |
return searchNode(root, keyInt); | |
} | |
}, | |
/* | |
* Method: select | |
* | |
* find the i'th smallest element stored in the tree | |
* | |
* Parameters: | |
* i - index | |
* | |
* | |
* Returns: | |
* the node, | |
* or undefined if i > size of tree | |
* | |
*/ | |
select: function (i) { | |
if(root.size < i) | |
return undefined | |
else | |
return selectNode(i, root) | |
}, | |
/* | |
* Method: rank | |
* | |
* find the rank of element x in the tree, i.e. its index in the sorted list of elements of the tree | |
* | |
* | |
* Parameters: | |
* x - element | |
* | |
* | |
* Returns: | |
* rank of x (one-indexed!!!! i.e. 1,2,3...) | |
* or undefined if x is undefined | |
* | |
*/ | |
rank: function (x) { | |
return rankNode(x); | |
}, | |
/* | |
* Method: insert | |
* | |
* Insert into a binary tree. | |
* | |
* Parameters: | |
* key - the key to search for. | |
* value - the value to associate with the key (any type of | |
* object). | |
* | |
* Returns: | |
* true, | |
* or undefined if no key was specified. | |
* | |
*/ | |
insert: function (key, value) { | |
var keyInt = parseInt(key, 10); | |
if (isNaN(keyInt)) { | |
return undefined; // key must be a number | |
} | |
else { | |
return insertNode(root, keyInt, value, null); | |
} | |
}, | |
/* | |
* Method: delete | |
* | |
* Deletes Node x | |
* | |
* Parameters: | |
* x - the Node to delete (of type Node) | |
* | |
* Returns: | |
* true. | |
* | |
*/ | |
delete: function (x) { | |
return deleteNode(x.key,x); | |
}, | |
/* | |
* Method: traverse | |
* | |
* Call a function on each node of a binary tree. | |
* | |
* Parameters: | |
* callback - the function to call on each node, this function | |
* takes a key and a value as parameters. If no | |
* callback is specified, print is called. | |
* | |
* Returns: | |
* true. | |
* | |
*/ | |
traverse: function (callback) { | |
if (typeof callback === "undefined") { | |
callback = function (key, value) { | |
print(key + ": " + value); | |
}; | |
} | |
return traverseNode(root, callback); | |
}, | |
/* | |
* Method: min | |
* | |
* Find the key of the node with the lowest key number. | |
* | |
* Parameters: none | |
* | |
* Returns: the node with the lowest key number. | |
* | |
*/ | |
min: function () { | |
return minNode(root); | |
}, | |
/* | |
* Method: max | |
* | |
* Find the key of the node with the highest key number. | |
* | |
* Parameters: none | |
* | |
* Returns: the node with the highest key number. | |
* | |
*/ | |
max: function () { | |
return maxNode(root); | |
}, | |
// Returns the root node | |
getRoot: function() { | |
return root; | |
}, | |
/* | |
* Method: successor | |
* | |
* Find the key that successes the root node. | |
* | |
* Parameters: none | |
* | |
* Returns: the node that successes the root node. | |
* | |
*/ | |
successor: function () { | |
return successorNode(root); | |
}, | |
/* | |
* Method: predecessor | |
* | |
* Find the key that preceeds the root node. | |
* | |
* Parameters: none | |
* | |
* Returns: the node that preceeds the root node. | |
* | |
*/ | |
predecessor: function () { | |
return predecessorNode(root); | |
} | |
}; | |
}; | |
/* David Furlong used the below BST Class to build the OST Class | |
* | |
* License: | |
* | |
* Copyright (c) 2011 Trevor Lalish-Menagh (http://www.trevmex.com/) | |
* | |
* Permission is hereby granted, free of charge, to any person obtaining a copy | |
* of this software and associated documentation files (the "Software"), to deal | |
* in the Software without restriction, including without limitation the rights | |
* to use, copy, modify, merge, publish, distribute, sublicense, and/or sell | |
* copies of the Software, and to permit persons to whom the Software is | |
* furnished to do so, subject to the following conditions: | |
* | |
* The above copyright notice and this permission notice shall be included in | |
* all copies or substantial portions of the Software. | |
* | |
* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR | |
* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, | |
* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE | |
* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER | |
* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, | |
* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN | |
* THE SOFTWARE. | |
*/ |
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