var should = require('chai').should() , assert = require('chai').assert , AVLTree = require('../index').AVLTree , _ = require('underscore') , customUtils = require('../lib/customUtils') ; describe('AVL tree', function () { describe('Sanity checks', function () { it('Checking that all nodes heights are correct', function () { var _AVLTree = AVLTree._AVLTree , avlt = new _AVLTree({ key: 10 }) , l = new _AVLTree({ key: 5 }) , r = new _AVLTree({ key: 15 }) , ll = new _AVLTree({ key: 3 }) , lr = new _AVLTree({ key: 8 }) , rl = new _AVLTree({ key: 13 }) , rr = new _AVLTree({ key: 18 }) , lrl = new _AVLTree({ key: 7 }) , lrll = new _AVLTree({ key: 6 }) ; // With a balanced tree avlt.left = l; avlt.right = r; l.left = ll; l.right = lr; r.left = rl; r.right = rr; (function () { avlt.checkHeightCorrect() }).should.throw(); avlt.height = 1; (function () { avlt.checkHeightCorrect() }).should.throw(); l.height = 1; (function () { avlt.checkHeightCorrect() }).should.throw(); r.height = 1; (function () { avlt.checkHeightCorrect() }).should.throw(); ll.height = 1; (function () { avlt.checkHeightCorrect() }).should.throw(); lr.height = 1; (function () { avlt.checkHeightCorrect() }).should.throw(); rl.height = 1; (function () { avlt.checkHeightCorrect() }).should.throw(); rr.height = 1; (function () { avlt.checkHeightCorrect() }).should.throw(); avlt.height = 2; (function () { avlt.checkHeightCorrect() }).should.throw(); l.height = 2; (function () { avlt.checkHeightCorrect() }).should.throw(); r.height = 2; (function () { avlt.checkHeightCorrect() }).should.throw(); avlt.height = 3; avlt.checkHeightCorrect(); // Correct // With an unbalanced tree lr.left = lrl; (function () { avlt.checkHeightCorrect() }).should.throw(); lrl.left = lrll; (function () { avlt.checkHeightCorrect() }).should.throw(); lrl.height = 1; (function () { avlt.checkHeightCorrect() }).should.throw(); lrll.height = 1; (function () { avlt.checkHeightCorrect() }).should.throw(); lrl.height = 2; (function () { avlt.checkHeightCorrect() }).should.throw(); lr.height = 3; (function () { avlt.checkHeightCorrect() }).should.throw(); l.height = 4; (function () { avlt.checkHeightCorrect() }).should.throw(); avlt.height = 5; avlt.checkHeightCorrect(); // Correct }); it('Calculate the balance factor', function () { var _AVLTree = AVLTree._AVLTree , avlt = new _AVLTree({ key: 10 }) , l = new _AVLTree({ key: 5 }) , r = new _AVLTree({ key: 15 }) , ll = new _AVLTree({ key: 3 }) , lr = new _AVLTree({ key: 8 }) , rl = new _AVLTree({ key: 13 }) , rr = new _AVLTree({ key: 18 }) , lrl = new _AVLTree({ key: 7 }) , lrll = new _AVLTree({ key: 6 }) ; // With a balanced tree avlt.left = l; avlt.right = r; l.left = ll; l.right = lr; r.left = rl; r.right = rr; ll.height = 1; rl.height = 1; rr.height = 1; avlt.height = 2; r.height = 2; lr.left = lrl; lrl.left = lrll; lrl.height = 1; lrll.height = 1; lrl.height = 2; lr.height = 3; l.height = 4; avlt.height = 5; avlt.checkHeightCorrect(); // Correct lrll.balanceFactor().should.equal(0); lrl.balanceFactor().should.equal(1); ll.balanceFactor().should.equal(0); lr.balanceFactor().should.equal(2); rl.balanceFactor().should.equal(0); rr.balanceFactor().should.equal(0); l.balanceFactor().should.equal(-2); r.balanceFactor().should.equal(0); avlt.balanceFactor().should.equal(2); }); it('Can check that a tree is balanced', function () { var _AVLTree = AVLTree._AVLTree , avlt = new _AVLTree({ key: 10 }) , l = new _AVLTree({ key: 5 }) , r = new _AVLTree({ key: 15 }) , ll = new _AVLTree({ key: 3 }) , lr = new _AVLTree({ key: 8 }) , rl = new _AVLTree({ key: 13 }) , rr = new _AVLTree({ key: 18 }) avlt.left = l; avlt.right = r; l.left = ll; l.right = lr; r.left = rl; r.right = rr; ll.height = 1; lr.height = 1; rl.height = 1; rr.height = 1; l.height = 2; r.height = 2; avlt.height = 3; avlt.checkBalanceFactors(); r.height = 0; (function () { avlt.checkBalanceFactors(); }).should.throw(); r.height = 4; (function () { avlt.checkBalanceFactors(); }).should.throw(); r.height = 2; avlt.checkBalanceFactors(); ll.height = -1; (function () { avlt.checkBalanceFactors(); }).should.throw(); ll.height = 3; (function () { avlt.checkBalanceFactors(); }).should.throw(); ll.height = 1; avlt.checkBalanceFactors(); rl.height = -1; (function () { avlt.checkBalanceFactors(); }).should.throw(); rl.height = 3; (function () { avlt.checkBalanceFactors(); }).should.throw(); rl.height = 1; avlt.checkBalanceFactors(); }); }); // ==== End of 'Sanity checks' ==== // describe('Insertion', function () { it('The root has a height of 1', function () { var avlt = new AVLTree(); avlt.insert(10, 'root'); avlt.tree.height.should.equal(1); }); it('Insert at the root if its the first insertion', function () { var avlt = new AVLTree(); avlt.insert(10, 'some data'); avlt.checkIsAVLT(); avlt.tree.key.should.equal(10); _.isEqual(avlt.tree.data, ['some data']).should.equal(true); assert.isNull(avlt.tree.left); assert.isNull(avlt.tree.right); }); it('If uniqueness constraint not enforced, we can insert different data for same key', function () { var avlt = new AVLTree(); avlt.insert(10, 'some data'); avlt.insert(3, 'hello'); avlt.insert(3, 'world'); avlt.checkIsAVLT(); _.isEqual(avlt.search(3), ['hello', 'world']).should.equal(true); avlt.insert(12, 'a'); avlt.insert(12, 'b'); avlt.checkIsAVLT(); _.isEqual(avlt.search(12), ['a', 'b']).should.equal(true); }); it('If uniqueness constraint is enforced, we cannot insert different data for same key', function () { var avlt = new AVLTree({ unique: true }); avlt.insert(10, 'some data'); avlt.insert(3, 'hello'); try { avlt.insert(3, 'world'); } catch (e) { e.errorType.should.equal('uniqueViolated'); e.key.should.equal(3); } avlt.checkIsAVLT(); _.isEqual(avlt.search(3), ['hello']).should.equal(true); avlt.insert(12, 'a'); try { avlt.insert(12, 'world'); } catch (e) { e.errorType.should.equal('uniqueViolated'); e.key.should.equal(12); } avlt.checkIsAVLT(); _.isEqual(avlt.search(12), ['a']).should.equal(true); }); it('Can insert 0 or the empty string', function () { var avlt = new AVLTree(); avlt.insert(0, 'some data'); avlt.checkIsAVLT(); avlt.tree.key.should.equal(0); _.isEqual(avlt.tree.data, ['some data']).should.equal(true); avlt = new AVLTree(); avlt.insert('', 'some other data'); avlt.checkIsAVLT(); avlt.tree.key.should.equal(''); _.isEqual(avlt.tree.data, ['some other data']).should.equal(true); }); it('Auto-balancing insertions', function () { var avlt = new AVLTree() , avlt2 = new AVLTree() , avlt3 = new AVLTree() ; // Balancing insertions on the left avlt.tree.getNumberOfKeys().should.equal(0); avlt.insert(18); avlt.tree.getNumberOfKeys().should.equal(1); avlt.tree.checkIsAVLT(); avlt.insert(15); avlt.tree.getNumberOfKeys().should.equal(2); avlt.tree.checkIsAVLT(); avlt.insert(13); avlt.tree.getNumberOfKeys().should.equal(3); avlt.tree.checkIsAVLT(); avlt.insert(10); avlt.tree.getNumberOfKeys().should.equal(4); avlt.tree.checkIsAVLT(); avlt.insert(8); avlt.tree.getNumberOfKeys().should.equal(5); avlt.tree.checkIsAVLT(); avlt.insert(5); avlt.tree.getNumberOfKeys().should.equal(6); avlt.tree.checkIsAVLT(); avlt.insert(3); avlt.tree.getNumberOfKeys().should.equal(7); avlt.tree.checkIsAVLT(); // Balancing insertions on the right avlt2.tree.getNumberOfKeys().should.equal(0); avlt2.insert(3); avlt2.tree.getNumberOfKeys().should.equal(1); avlt2.tree.checkIsAVLT(); avlt2.insert(5); avlt2.tree.getNumberOfKeys().should.equal(2); avlt2.tree.checkIsAVLT(); avlt2.insert(8); avlt2.tree.getNumberOfKeys().should.equal(3); avlt2.tree.checkIsAVLT(); avlt2.insert(10); avlt2.tree.getNumberOfKeys().should.equal(4); avlt2.tree.checkIsAVLT(); avlt2.insert(13); avlt2.tree.getNumberOfKeys().should.equal(5); avlt2.tree.checkIsAVLT(); avlt2.insert(15); avlt2.tree.getNumberOfKeys().should.equal(6); avlt2.tree.checkIsAVLT(); avlt2.insert(18); avlt2.tree.getNumberOfKeys().should.equal(7); avlt2.tree.checkIsAVLT(); // Balancing already-balanced insertions avlt3.tree.getNumberOfKeys().should.equal(0); avlt3.insert(10); avlt3.tree.getNumberOfKeys().should.equal(1); avlt3.tree.checkIsAVLT(); avlt3.insert(5); avlt3.tree.getNumberOfKeys().should.equal(2); avlt3.tree.checkIsAVLT(); avlt3.insert(15); avlt3.tree.getNumberOfKeys().should.equal(3); avlt3.tree.checkIsAVLT(); avlt3.insert(3); avlt3.tree.getNumberOfKeys().should.equal(4); avlt3.tree.checkIsAVLT(); avlt3.insert(8); avlt3.tree.getNumberOfKeys().should.equal(5); avlt3.tree.checkIsAVLT(); avlt3.insert(13); avlt3.tree.getNumberOfKeys().should.equal(6); avlt3.tree.checkIsAVLT(); avlt3.insert(18); avlt3.tree.getNumberOfKeys().should.equal(7); avlt3.tree.checkIsAVLT(); }); it('Can insert a lot of keys and still get an AVLT (sanity check)', function () { var avlt = new AVLTree({ unique: true }); customUtils.getRandomArray(1000).forEach(function (n) { avlt.insert(n, 'some data'); avlt.checkIsAVLT(); }); }); }); // ==== End of 'Insertion' ==== // describe('Search', function () { it('Can find data in an AVLT', function () { var avlt = new AVLTree() , i; customUtils.getRandomArray(100).forEach(function (n) { avlt.insert(n, 'some data for ' + n); }); avlt.checkIsAVLT(); for (i = 0; i < 100; i += 1) { _.isEqual(avlt.search(i), ['some data for ' + i]).should.equal(true); } }); it('If no data can be found, return an empty array', function () { var avlt = new AVLTree(); customUtils.getRandomArray(100).forEach(function (n) { if (n !== 63) { avlt.insert(n, 'some data for ' + n); } }); avlt.checkIsAVLT(); avlt.search(-2).length.should.equal(0); avlt.search(100).length.should.equal(0); avlt.search(101).length.should.equal(0); avlt.search(63).length.should.equal(0); }); it('Can search for data between two bounds', function () { var avlt = new AVLTree(); [10, 5, 15, 3, 8, 13, 18].forEach(function (k) { avlt.insert(k, 'data ' + k); }); assert.deepEqual(avlt.betweenBounds({ $gte: 8, $lte: 15 }), ['data 8', 'data 10', 'data 13', 'data 15']); assert.deepEqual(avlt.betweenBounds({ $gt: 8, $lt: 15 }), ['data 10', 'data 13']); }); it('Bounded search can handle cases where query contains both $lt and $lte, or both $gt and $gte', function () { var avlt = new AVLTree(); [10, 5, 15, 3, 8, 13, 18].forEach(function (k) { avlt.insert(k, 'data ' + k); }); assert.deepEqual(avlt.betweenBounds({ $gt:8, $gte: 8, $lte: 15 }), ['data 10', 'data 13', 'data 15']); assert.deepEqual(avlt.betweenBounds({ $gt:5, $gte: 8, $lte: 15 }), ['data 8', 'data 10', 'data 13', 'data 15']); assert.deepEqual(avlt.betweenBounds({ $gt:8, $gte: 5, $lte: 15 }), ['data 10', 'data 13', 'data 15']); assert.deepEqual(avlt.betweenBounds({ $gte: 8, $lte: 15, $lt: 15 }), ['data 8', 'data 10', 'data 13']); assert.deepEqual(avlt.betweenBounds({ $gte: 8, $lte: 18, $lt: 15 }), ['data 8', 'data 10', 'data 13']); assert.deepEqual(avlt.betweenBounds({ $gte: 8, $lte: 15, $lt: 18 }), ['data 8', 'data 10', 'data 13', 'data 15']); }); it('Bounded search can work when one or both boundaries are missing', function () { var avlt = new AVLTree(); [10, 5, 15, 3, 8, 13, 18].forEach(function (k) { avlt.insert(k, 'data ' + k); }); assert.deepEqual(avlt.betweenBounds({ $gte: 11 }), ['data 13', 'data 15', 'data 18']); assert.deepEqual(avlt.betweenBounds({ $lte: 9 }), ['data 3', 'data 5', 'data 8']); }); }); /// ==== End of 'Search' ==== // describe('Deletion', function () { it('Deletion does nothing on an empty tree', function () { var avlt = new AVLTree() , avltu = new AVLTree({ unique: true }); avlt.getNumberOfKeys().should.equal(0); avltu.getNumberOfKeys().should.equal(0); avlt.delete(5); avltu.delete(5); avlt.tree.hasOwnProperty('key').should.equal(false); avltu.tree.hasOwnProperty('key').should.equal(false); avlt.tree.data.length.should.equal(0); avltu.tree.data.length.should.equal(0); avlt.getNumberOfKeys().should.equal(0); avltu.getNumberOfKeys().should.equal(0); }); it('Deleting a non-existent key doesnt have any effect', function () { var avlt = new AVLTree(); [10, 5, 3, 8, 15, 12, 37].forEach(function (k) { avlt.insert(k, 'some ' + k); }); function checkavlt () { [10, 5, 3, 8, 15, 12, 37].forEach(function (k) { _.isEqual(avlt.search(k), ['some ' + k]).should.equal(true); }); } checkavlt(); avlt.getNumberOfKeys().should.equal(7); avlt.delete(2); checkavlt(); avlt.checkIsAVLT(); avlt.getNumberOfKeys().should.equal(7); avlt.delete(4); checkavlt(); avlt.checkIsAVLT(); avlt.getNumberOfKeys().should.equal(7); avlt.delete(9); checkavlt(); avlt.checkIsAVLT(); avlt.getNumberOfKeys().should.equal(7); avlt.delete(6); checkavlt(); avlt.checkIsAVLT(); avlt.getNumberOfKeys().should.equal(7); avlt.delete(11); checkavlt(); avlt.checkIsAVLT(); avlt.getNumberOfKeys().should.equal(7); avlt.delete(14); checkavlt(); avlt.checkIsAVLT(); avlt.getNumberOfKeys().should.equal(7); avlt.delete(20); checkavlt(); avlt.checkIsAVLT(); avlt.getNumberOfKeys().should.equal(7); avlt.delete(200); checkavlt(); avlt.checkIsAVLT(); avlt.getNumberOfKeys().should.equal(7); }); it('Able to delete the root if it is also a leaf', function () { var avlt = new AVLTree(); avlt.insert(10, 'hello'); avlt.tree.key.should.equal(10); _.isEqual(avlt.tree.data, ['hello']).should.equal(true); avlt.getNumberOfKeys().should.equal(1); avlt.delete(10); avlt.tree.hasOwnProperty('key').should.equal(false); avlt.tree.data.length.should.equal(0); avlt.getNumberOfKeys().should.equal(0); }); it('Able to delete leaf nodes that are non-root', function () { var avlt; // This will create an AVL tree with leaves 3, 8, 12, 37 // (do a pretty print to see this) function recreateavlt () { avlt = new AVLTree(); [10, 5, 3, 8, 15, 12, 37].forEach(function (k) { avlt.insert(k, 'some ' + k); }); avlt.getNumberOfKeys().should.equal(7); } // Check that only keys in array theRemoved were removed function checkRemoved (theRemoved) { [10, 5, 3, 8, 15, 12, 37].forEach(function (k) { if (theRemoved.indexOf(k) !== -1) { avlt.search(k).length.should.equal(0); } else { _.isEqual(avlt.search(k), ['some ' + k]).should.equal(true); } }); avlt.getNumberOfKeys().should.equal(7 - theRemoved.length); } recreateavlt(); avlt.delete(3); avlt.checkIsAVLT(); checkRemoved([3]); recreateavlt(); avlt.delete(8); avlt.checkIsAVLT(); checkRemoved([8]); recreateavlt(); avlt.delete(12); avlt.checkIsAVLT(); checkRemoved([12]); // Delete all leaves in a way that makes the tree unbalanced recreateavlt(); avlt.delete(37); avlt.checkIsAVLT(); checkRemoved([37]); avlt.delete(12); avlt.checkIsAVLT(); checkRemoved([12, 37]); avlt.delete(15); avlt.checkIsAVLT(); checkRemoved([12, 15, 37]); avlt.delete(3); avlt.checkIsAVLT(); checkRemoved([3, 12, 15, 37]); avlt.delete(5); avlt.checkIsAVLT(); checkRemoved([3, 5, 12, 15, 37]); avlt.delete(10); avlt.checkIsAVLT(); checkRemoved([3, 5, 10, 12, 15, 37]); avlt.delete(8); avlt.checkIsAVLT(); checkRemoved([3, 5, 8, 10, 12, 15, 37]); }); it('Able to delete the root if it has only one child', function () { var avlt; // Root has only one child, on the left avlt = new AVLTree(); [10, 5].forEach(function (k) { avlt.insert(k, 'some ' + k); }); avlt.getNumberOfKeys().should.equal(2); avlt.delete(10); avlt.checkIsAVLT(); avlt.getNumberOfKeys().should.equal(1); _.isEqual(avlt.search(5), ['some 5']).should.equal(true); avlt.search(10).length.should.equal(0); // Root has only one child, on the right avlt = new AVLTree(); [10, 15].forEach(function (k) { avlt.insert(k, 'some ' + k); }); avlt.getNumberOfKeys().should.equal(2); avlt.delete(10); avlt.checkIsAVLT(); avlt.getNumberOfKeys().should.equal(1); _.isEqual(avlt.search(15), ['some 15']).should.equal(true); avlt.search(10).length.should.equal(0); }); it('Able to delete non root nodes that have only one child', function () { var avlt = new AVLTree() , firstSet = [10, 5, 15, 3, 1, 4, 20] , secondSet = [10, 5, 15, 3, 1, 4, 20, 17, 25] ; // Check that only keys in array theRemoved were removed function checkRemoved (set, theRemoved) { set.forEach(function (k) { if (theRemoved.indexOf(k) !== -1) { avlt.search(k).length.should.equal(0); } else { _.isEqual(avlt.search(k), ['some ' + k]).should.equal(true); } }); avlt.getNumberOfKeys().should.equal(set.length - theRemoved.length); } // First set: no rebalancing necessary firstSet.forEach(function (k) { avlt.insert(k, 'some ' + k); }); avlt.getNumberOfKeys().should.equal(7); avlt.checkIsAVLT(); avlt.delete(4); // Leaf avlt.checkIsAVLT(); checkRemoved(firstSet, [4]); avlt.delete(3); // Node with only one child (on the left) avlt.checkIsAVLT(); checkRemoved(firstSet, [3, 4]); avlt.delete(10); // Leaf avlt.checkIsAVLT(); checkRemoved(firstSet, [3, 4, 10]); avlt.delete(15); // Node with only one child (on the right) avlt.checkIsAVLT(); checkRemoved(firstSet, [3, 4, 10, 15]); // Second set: some rebalancing necessary avlt = new AVLTree(); secondSet.forEach(function (k) { avlt.insert(k, 'some ' + k); }); avlt.delete(4); // Leaf avlt.checkIsAVLT(); checkRemoved(secondSet, [4]); avlt.delete(3); // Node with only one child (on the left), causes rebalancing avlt.checkIsAVLT(); checkRemoved(secondSet, [3, 4]); }); it('Can delete the root if it has 2 children', function () { var avlt = new AVLTree(); // No rebalancing needed [10, 5, 15, 3, 8, 12, 37].forEach(function (k) { avlt.insert(k, 'some ' + k); }); avlt.getNumberOfKeys().should.equal(7); avlt.delete(10); avlt.checkIsAVLT(); avlt.getNumberOfKeys().should.equal(6); [5, 3, 8, 15, 12, 37].forEach(function (k) { _.isEqual(avlt.search(k), ['some ' + k]).should.equal(true); }); avlt.search(10).length.should.equal(0); // Rebalancing needed avlt = new AVLTree(); [10, 5, 15, 8, 12, 37, 42].forEach(function (k) { avlt.insert(k, 'some ' + k); }); avlt.getNumberOfKeys().should.equal(7); avlt.delete(10); avlt.checkIsAVLT(); avlt.getNumberOfKeys().should.equal(6); [5, 8, 15, 12, 37, 42].forEach(function (k) { _.isEqual(avlt.search(k), ['some ' + k]).should.equal(true); }); avlt.search(10).length.should.equal(0); }); it('Can delete a non-root node that has two children', function () { var avlt; // On the left avlt = new AVLTree(); [10, 5, 15, 3, 8, 12, 20, 1, 4, 6, 9, 11, 13, 19, 42, 3.5].forEach(function (k) { avlt.insert(k, 'some ' + k); }); avlt.getNumberOfKeys().should.equal(16); avlt.delete(5); avlt.checkIsAVLT(); avlt.getNumberOfKeys().should.equal(15); [10, 3, 1, 4, 8, 6, 9, 15, 12, 11, 13, 20, 19, 42, 3.5].forEach(function (k) { _.isEqual(avlt.search(k), ['some ' + k]).should.equal(true); }); avlt.search(5).length.should.equal(0); // On the right avlt = new AVLTree(); [10, 5, 15, 3, 8, 12, 20, 1, 4, 6, 9, 11, 13, 19, 42, 12.5].forEach(function (k) { avlt.insert(k, 'some ' + k); }); avlt.getNumberOfKeys().should.equal(16); avlt.delete(15); avlt.checkIsAVLT(); avlt.getNumberOfKeys().should.equal(15); [10, 3, 1, 4, 8, 6, 9, 5, 12, 11, 13, 20, 19, 42, 12.5].forEach(function (k) { _.isEqual(avlt.search(k), ['some ' + k]).should.equal(true); }); avlt.search(15).length.should.equal(0); }); it('If no value is provided, it will delete the entire node even if there are multiple pieces of data', function () { var avlt = new AVLTree(); avlt.insert(10, 'yes'); avlt.insert(5, 'hello'); avlt.insert(3, 'yes'); avlt.insert(5, 'world'); avlt.insert(8, 'yes'); assert.deepEqual(avlt.search(5), ['hello', 'world']); avlt.getNumberOfKeys().should.equal(4); avlt.delete(5); avlt.checkIsAVLT(); avlt.search(5).length.should.equal(0); avlt.getNumberOfKeys().should.equal(3); }); it('Can remove only one value from an array', function () { var avlt = new AVLTree(); avlt.insert(10, 'yes'); avlt.insert(5, 'hello'); avlt.insert(3, 'yes'); avlt.insert(5, 'world'); avlt.insert(8, 'yes'); assert.deepEqual(avlt.search(5), ['hello', 'world']); avlt.getNumberOfKeys().should.equal(4); avlt.delete(5, 'hello'); avlt.checkIsAVLT(); assert.deepEqual(avlt.search(5), ['world']); avlt.getNumberOfKeys().should.equal(4); }); it('Removes nothing if value doesnt match', function () { var avlt = new AVLTree(); avlt.insert(10, 'yes'); avlt.insert(5, 'hello'); avlt.insert(3, 'yes'); avlt.insert(5, 'world'); avlt.insert(8, 'yes'); assert.deepEqual(avlt.search(5), ['hello', 'world']); avlt.getNumberOfKeys().should.equal(4); avlt.delete(5, 'nope'); avlt.checkIsAVLT(); assert.deepEqual(avlt.search(5), ['hello', 'world']); avlt.getNumberOfKeys().should.equal(4); }); it('If value provided but node contains only one value, remove entire node', function () { var avlt = new AVLTree(); avlt.insert(10, 'yes'); avlt.insert(5, 'hello'); avlt.insert(3, 'yes2'); avlt.insert(5, 'world'); avlt.insert(8, 'yes3'); assert.deepEqual(avlt.search(3), ['yes2']); avlt.getNumberOfKeys().should.equal(4); avlt.delete(3, 'yes2'); avlt.checkIsAVLT(); avlt.search(3).length.should.equal(0); avlt.getNumberOfKeys().should.equal(3); }); it('Can remove the root from a tree with height 2 when the root has two children (special case)', function () { var avlt = new AVLTree(); avlt.insert(10, 'maybe'); avlt.insert(5, 'no'); avlt.insert(15, 'yes'); avlt.getNumberOfKeys().should.equal(3); avlt.delete(10); avlt.checkIsAVLT(); avlt.getNumberOfKeys().should.equal(2); assert.deepEqual(avlt.search(5), ['no']); assert.deepEqual(avlt.search(15), ['yes']); }); it('Can remove the root from a tree with height 3 when the root has two children (special case where the two children themselves have children)', function () { var avlt = new AVLTree(); avlt.insert(10, 'maybe'); avlt.insert(5, 'no'); avlt.insert(15, 'yes'); avlt.insert(2, 'no'); avlt.insert(35, 'yes'); avlt.getNumberOfKeys().should.equal(5); avlt.delete(10); avlt.checkIsAVLT(); avlt.getNumberOfKeys().should.equal(4); assert.deepEqual(avlt.search(5), ['no']); assert.deepEqual(avlt.search(15), ['yes']); }); }); // ==== End of 'Deletion' ==== // it('Can use undefined as key and value', function () { function compareKeys (a, b) { if (a === undefined && b === undefined) { return 0; } if (a === undefined) { return -1; } if (b === undefined) { return 1; } if (a < b) { return -1; } if (a > b) { return 1; } if (a === b) { return 0; } } var avlt = new AVLTree({ compareKeys: compareKeys }); avlt.insert(2, undefined); avlt.checkIsAVLT(); avlt.getNumberOfKeys().should.equal(1); assert.deepEqual(avlt.search(2), [undefined]); assert.deepEqual(avlt.search(undefined), []); avlt.insert(undefined, 'hello'); avlt.checkIsAVLT(); avlt.getNumberOfKeys().should.equal(2); assert.deepEqual(avlt.search(2), [undefined]); assert.deepEqual(avlt.search(undefined), ['hello']); avlt.insert(undefined, 'world'); avlt.checkIsAVLT(); avlt.getNumberOfKeys().should.equal(2); assert.deepEqual(avlt.search(2), [undefined]); assert.deepEqual(avlt.search(undefined), ['hello', 'world']); avlt.insert(4, undefined); avlt.checkIsAVLT(); avlt.getNumberOfKeys().should.equal(3); assert.deepEqual(avlt.search(2), [undefined]); assert.deepEqual(avlt.search(4), [undefined]); assert.deepEqual(avlt.search(undefined), ['hello', 'world']); avlt.delete(undefined, 'hello'); avlt.checkIsAVLT(); avlt.getNumberOfKeys().should.equal(3); assert.deepEqual(avlt.search(2), [undefined]); assert.deepEqual(avlt.search(4), [undefined]); assert.deepEqual(avlt.search(undefined), ['world']); avlt.delete(undefined); avlt.checkIsAVLT(); avlt.getNumberOfKeys().should.equal(2); assert.deepEqual(avlt.search(2), [undefined]); assert.deepEqual(avlt.search(4), [undefined]); assert.deepEqual(avlt.search(undefined), []); avlt.delete(2, undefined); avlt.checkIsAVLT(); avlt.getNumberOfKeys().should.equal(1); assert.deepEqual(avlt.search(2), []); assert.deepEqual(avlt.search(4), [undefined]); assert.deepEqual(avlt.search(undefined), []); avlt.delete(4); avlt.checkIsAVLT(); avlt.getNumberOfKeys().should.equal(0); assert.deepEqual(avlt.search(2), []); assert.deepEqual(avlt.search(4), []); assert.deepEqual(avlt.search(undefined), []); }); it('Can use null as key and value', function () { function compareKeys (a, b) { if (a === null && b === null) { return 0; } if (a === null) { return -1; } if (b === null) { return 1; } if (a < b) { return -1; } if (a > b) { return 1; } if (a === b) { return 0; } } var avlt = new AVLTree({ compareKeys: compareKeys }); avlt.insert(2, null); avlt.checkIsAVLT(); avlt.getNumberOfKeys().should.equal(1); assert.deepEqual(avlt.search(2), [null]); assert.deepEqual(avlt.search(null), []); avlt.insert(null, 'hello'); avlt.checkIsAVLT(); avlt.getNumberOfKeys().should.equal(2); assert.deepEqual(avlt.search(2), [null]); assert.deepEqual(avlt.search(null), ['hello']); avlt.insert(null, 'world'); avlt.checkIsAVLT(); avlt.getNumberOfKeys().should.equal(2); assert.deepEqual(avlt.search(2), [null]); assert.deepEqual(avlt.search(null), ['hello', 'world']); avlt.insert(4, null); avlt.checkIsAVLT(); avlt.getNumberOfKeys().should.equal(3); assert.deepEqual(avlt.search(2), [null]); assert.deepEqual(avlt.search(4), [null]); assert.deepEqual(avlt.search(null), ['hello', 'world']); avlt.delete(null, 'hello'); avlt.checkIsAVLT(); avlt.getNumberOfKeys().should.equal(3); assert.deepEqual(avlt.search(2), [null]); assert.deepEqual(avlt.search(4), [null]); assert.deepEqual(avlt.search(null), ['world']); avlt.delete(null); avlt.checkIsAVLT(); avlt.getNumberOfKeys().should.equal(2); assert.deepEqual(avlt.search(2), [null]); assert.deepEqual(avlt.search(4), [null]); assert.deepEqual(avlt.search(null), []); avlt.delete(2, null); avlt.checkIsAVLT(); avlt.getNumberOfKeys().should.equal(1); assert.deepEqual(avlt.search(2), []); assert.deepEqual(avlt.search(4), [null]); assert.deepEqual(avlt.search(null), []); avlt.delete(4); avlt.checkIsAVLT(); avlt.getNumberOfKeys().should.equal(0); assert.deepEqual(avlt.search(2), []); assert.deepEqual(avlt.search(4), []); assert.deepEqual(avlt.search(null), []); }); describe('Execute on every node (=tree traversal)', function () { it('Can execute a function on every node', function () { var avlt = new AVLTree() , keys = [] , executed = 0 ; avlt.insert(10, 'yes'); avlt.insert(5, 'hello'); avlt.insert(3, 'yes2'); avlt.insert(8, 'yes3'); avlt.insert(15, 'yes3'); avlt.insert(159, 'yes3'); avlt.insert(11, 'yes3'); avlt.executeOnEveryNode(function (node) { keys.push(node.key); executed += 1; }); assert.deepEqual(keys, [3, 5, 8, 10, 11, 15, 159]); executed.should.equal(7); }); }); // ==== End of 'Execute on every node' ==== // // This test performs several inserts and deletes at random, always checking the content // of the tree are as expected and the binary search tree constraint is respected // This test is important because it can catch bugs other tests can't // By their nature, BSTs can be hard to test (many possible cases, bug at one operation whose // effect begins to be felt only after several operations etc.) describe('Randomized test (takes much longer than the rest of the test suite)', function () { var avlt = new AVLTree() , data = {}; // Check a avlt against a simple key => [data] object function checkDataIsTheSame (avlt, data) { var avltDataElems = []; // avltDataElems is a simple array containing every piece of data in the tree avlt.executeOnEveryNode(function (node) { var i; for (i = 0; i < node.data.length; i += 1) { avltDataElems.push(node.data[i]); } }); // Number of key and number of pieces of data match avlt.getNumberOfKeys().should.equal(Object.keys(data).length); _.reduce(_.map(data, function (d) { return d.length; }), function (memo, n) { return memo + n; }, 0).should.equal(avltDataElems.length); // Compare data Object.keys(data).forEach(function (key) { checkDataEquality(avlt.search(key), data[key]); }); } // Check two pieces of data coming from the avlt and data are the same function checkDataEquality (fromavlt, fromData) { if (fromavlt.length === 0) { if (fromData) { fromData.length.should.equal(0); } } assert.deepEqual(fromavlt, fromData); } // Tests the tree structure (deletions concern the whole tree, deletion of some data in a node is well tested above) it('Inserting and deleting entire nodes', function () { // You can skew to be more insertive or deletive, to test all cases function launchRandomTest (nTests, proba) { var i, key, dataPiece, possibleKeys; for (i = 0; i < nTests; i += 1) { if (Math.random() > proba) { // Deletion possibleKeys = Object.keys(data); if (possibleKeys.length > 0) { key = possibleKeys[Math.floor(possibleKeys.length * Math.random()).toString()]; } else { key = Math.floor(70 * Math.random()).toString(); } delete data[key]; avlt.delete(key); } else { // Insertion key = Math.floor(70 * Math.random()).toString(); dataPiece = Math.random().toString().substring(0, 6); avlt.insert(key, dataPiece); if (data[key]) { data[key].push(dataPiece); } else { data[key] = [dataPiece]; } } // Check the avlt constraint are still met and the data is correct avlt.checkIsAVLT(); checkDataIsTheSame(avlt, data); } } launchRandomTest(1000, 0.65); launchRandomTest(2000, 0.35); }); }); // ==== End of 'Randomized test' ==== // });