programming-examples/js/Algorithms/binary-search-tree.js

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2019-11-15 12:59:38 +01:00
/**
* Binary search tree.
*
* @example
* var BST = require('path-to-algorithms/src/data-structures'+
* '/binary-search-tree');
* var bst = new BST.BinaryTree();
*
* bst.insert(2000);
* bst.insert(1989);
* bst.insert(1991);
* bst.insert(2001);
* bst.insert(1966);
*
* var node = bst.find(1989);
* console.log(node.value); // 1989
*
* var minNode = bst.findMin();
* console.log(minNode.value); // 1966
*
* var maxNode = bst.findMax();
* console.log(maxNode.value); //2001
*
* @module data-structures/binary-search-tree
*/
(function (exports) {
'use strict';
/**
* Node of the tree.
*
* @public
* @constructor
* @param {Number|String} value Value of the node.
* @param {Node} left Left sibling.
* @param {Node} right Right sibling.
* @param {Node} parent Parent of the node.
*/
exports.Node = function (value, left, right, parent) {
/**
* @member {Number|String}
*/
this.value = value;
this._left = left;
this._right = right;
this._parent = parent;
};
/**
* Binary tree.
*
* @public
* @constructor
*/
exports.BinaryTree = function () {
this._root = null;
};
/**
* Inserts a node into the binary search tree.<br><br>
* Time complexity: O(log N) in the average case
* and O(N) in the worst case.
*
* @public
* @method
* @param {Number|String} value Node value.
* @param {Node} current Current node.
*/
exports.BinaryTree.prototype.insert = function (value, current) {
if (this._root === null) {
this._root = new exports.Node(value, null, null, null);
return;
}
var insertKey;
current = current || this._root;
if (current.value > value) {
insertKey = '_left';
} else {
insertKey = '_right';
}
if (!current[insertKey]) {
current[insertKey] = new exports.Node(value, null, null, current);
} else {
this.insert(value, current[insertKey]);
}
};
/**
* In-order traversal from the given node.
*
* @private
* @param {Node} current Node from which to start the traversal.
* @param {Function} callback Callback which
* will be called for each traversed node.
*/
exports.BinaryTree.prototype._inorder = function (current, callback) {
if (!current) {
return;
}
this._inorder(current._left, callback);
if (typeof callback === 'function') {
callback(current);
}
this._inorder(current._right, callback);
};
/**
* In-order traversal of the whole binary search tree.
*
* @public
* @method
* @param {Function} callback Callback which will be
* called for each traversed node.
*/
exports.BinaryTree.prototype.inorder = function (callback) {
return this._inorder(this._root, callback);
};
/**
* Post-order traversal from given node.
*
* @private
* @param {Node} current Node from which to start the traversal.
* @param {Function} callback Callback which will
* be called for each traversed node
*/
exports.BinaryTree.prototype._postorder = function (current, callback) {
if (!current) {
return;
}
this._postorder(current._left, callback);
this._postorder(current._right, callback);
if (typeof callback === 'function') {
callback(current);
}
};
/**
* Post-order traversal of the whole tree.
*
* @public
* @param {Function} callback Callback which
* will be called for each traversed node.
*/
exports.BinaryTree.prototype.postorder = function (callback) {
return this._postorder(this._root, callback);
};
/**
* Pre-order traversal of the tree from given node.
*
* @private
* @param {Node} current Node from which to start the traversal.
* @param {Function} callback Callback which
* will be called for each traversed node.
*/
exports.BinaryTree.prototype._preorder = function (current, callback) {
if (!current) {
return;
}
if (typeof callback === 'function') {
callback(current);
}
this._preorder(current._left, callback);
this._preorder(current._right, callback);
};
/**
* Pre-order preorder traversal of the whole tree.
*
* @public
* @param {Function} callback Callback which will
* be called for each traversed node.
*/
exports.BinaryTree.prototype.preorder = function (callback) {
return this._preorder(this._root, callback);
};
/**
* Finds a node by it's value.<br><br>
* Average time complexity: O(log N).
*
* @public
* @param {Number|String} value of the node which should be found.
*/
exports.BinaryTree.prototype.find = function (value) {
return this._find(value, this._root);
};
/**
* Finds a node by it's value in a given sub-tree.
* Average time complexity: O(log N).
*
* @private
* @param {Number|String} value of the node which should be found.
* @param {Node} current node to be checked.
*/
exports.BinaryTree.prototype._find = function (value, current) {
if (!current) {
return null;
}
if (current.value === value) {
return current;
}
if (current.value > value) {
return this._find(value, current._left);
}
if (current.value < value) {
return this._find(value, current._right);
}
};
/**
* Replaces given child with new one, for given parent.
*
* @private
* @param {Node} parent Parent node.
* @param {Node} oldChild Child to be replaced.
* @param {Node} newChild Child replacement.
*/
exports.BinaryTree.prototype._replaceChild =
function (parent, oldChild, newChild) {
if (!parent) {
this._root = newChild;
if (this._root !== null){
this._root._parent = null;
}
} else {
if (parent._left === oldChild) {
parent._left = newChild;
} else {
parent._right = newChild;
}
if (newChild) {
newChild._parent = parent;
}
}
};
/**
* Removes node from the tree. <br><br>
* Average runtime complexity: O(log N).
*
* @public
* @param {Node} node to be removed
* @returns {Boolean} True/false depending
* on whether the given node is removed.
*/
exports.BinaryTree.prototype.remove = function (node) {
if (!node) {
return false;
}
if (node._left && node._right) {
var min = this._findMin(node._right);
var temp = node.value;
node.value = min.value;
min.value = temp;
return this.remove(min);
} else {
if (node._left) {
this._replaceChild(node._parent, node, node._left);
} else if (node._right) {
this._replaceChild(node._parent, node, node._right);
} else {
this._replaceChild(node._parent, node, null);
}
return true;
}
};
/**
* Finds the node with minimum value in given sub-tree.
*
* @private
* @param {Node} node Root of the sub-tree.
* @param {Number|String} current Current minimum value of the sub-tree.
* @returns {Node} Node with the minimum value in the sub-tree.
*/
exports.BinaryTree.prototype._findMin = function (node, current) {
current = current || { value: Infinity };
if (!node) {
return current;
}
if (current.value > node.value) {
current = node;
}
return this._findMin(node._left, current);
};
/**
* Finds the node with maximum value in given sub-tree.
*
* @private
* @param {Node} node Root of the sub-tree.
* @param {Number|String} current Current maximum value of the sub-tree.
* @returns {Node} Node with the maximum value in the sub-tree.
*/
exports.BinaryTree.prototype._findMax = function (node, current) {
current = current || { value: -Infinity };
if (!node) {
return current;
}
if (current.value < node.value) {
current = node;
}
return this._findMax(node._right, current);
};
/**
* Finds the node with minimum value in the whole tree.
*
* @public
* @returns {Node} The minimum node of the tree.
*/
exports.BinaryTree.prototype.findMin = function () {
return this._findMin(this._root);
};
/**
* Finds the node with maximum value in the whole tree.
*
* @public
* @returns {Node} The maximum node of the tree.
*
*/
exports.BinaryTree.prototype.findMax = function () {
return this._findMax(this._root);
};
/**
* Checks if a given node is balanced.
*
* @private
* @param {Node} current Node to have balance checked.
* @returns {Boolean} Boolean of whether or not provided node is balanced.
*/
exports.BinaryTree.prototype._isBalanced = function (current) {
if (!current) {
return true;
}
return this._isBalanced(current._left) &&
this._isBalanced(current._right) &&
Math.abs(this._getHeight(current._left) -
this._getHeight(current._right)) <= 1;
};
/**
* Returns whether the BST is balanced.
*
* @public
* @returns {Boolean} Whether the tree is balanced or not.
*/
exports.BinaryTree.prototype.isBalanced = function () {
return this._isBalanced(this._root);
};
/**
* Finds the diameter of the binary tree.
*
* @public
* @returns {Number} The longest path in the BST.
*/
exports.BinaryTree.prototype.getDiameter = function () {
var getDiameter = function (root) {
if (!root) {
return 0;
}
var leftHeight = this._getHeight(root._left);
var rightHeight = this._getHeight(root._right);
var path = leftHeight + rightHeight + 1;
return Math.max(path, getDiameter(root._left), getDiameter(root._right));
}.bind(this);
return getDiameter(this._root);
};
/**
* Returns the height of the tree.
*
* @public
* @returns {Number} The height of the tree.
*/
exports.BinaryTree.prototype.getHeight = function () {
return this._getHeight(this._root);
};
/**
* Recursive worker function for getHeight()
*
* @private
* @param {Node} node Node at current recursive frame.
* @returns {Number} Height of the Node in the parameter.
*/
exports.BinaryTree.prototype._getHeight = function (node) {
if (!node) {
return 0;
}
return 1 + Math.max(this._getHeight(node._left),
this._getHeight(node._right));
};
/**
* Finds the lowest common ancestor of two nodes.
*
* @public
* @param {Node} firstNode First node to be considered when checking
* for ancestor.
* @param {Node} secondNode Second node to be considered when checking
* for ancestor.
* @returns {Node} The lowest common ancestor of the two nodes or null.
*/
exports.BinaryTree.prototype.lowestCommonAncestor =
function (firstNode, secondNode) {
return this._lowestCommonAncestor(firstNode, secondNode, this._root);
};
/**
* Obtains the lowest common ancestor for the given nodes.
*
* @private
* @param {Node} firstNode First node to be considered when checking
* for ancestor.
* @param {Node} secondNode Second node to be considered when checking
* for ancestor.
* @param {Node} current Current node.
* @returns {Node} The lowest common ancestor of the two nodes or null.
*/
exports.BinaryTree.prototype._lowestCommonAncestor =
function (firstNode, secondNode, current) {
var firstNodeInLeft = this._existsInSubtree(firstNode, current._left);
var secondNodeInLeft = this._existsInSubtree(secondNode, current._left);
var firstNodeInRight = this._existsInSubtree(firstNode, current._right);
var secondNodeInRight = this._existsInSubtree(secondNode, current._right);
if ((firstNodeInLeft && secondNodeInRight) ||
(firstNodeInRight && secondNodeInLeft)) {
return current;
}
if (secondNodeInLeft && firstNodeInLeft) {
return this._lowestCommonAncestor(firstNode, secondNode, current._left);
}
if (secondNodeInRight && secondNodeInLeft) {
return this._lowestCommonAncestor(firstNode, secondNode, current._right);
}
return null;
};
/**
* Checks if a given node exists in a subtree.
*
* @private
* @param {Node} node Node to check for.
* @param {Node} root Root node of a given subtree.
* @returns {Node} The lowest common ancestor of the two nodes or null.
*/
exports.BinaryTree.prototype._existsInSubtree = function (node, root) {
if (!root) {
return false;
}
if (node === root.value) {
return true;
}
return this._existsInSubtree(node, root._left) ||
this._existsInSubtree(node, root._right);
};
})(typeof window === 'undefined' ? module.exports : window);