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| 1 | +using System; |
| 2 | +using BinarySearchTree; |
| 3 | + |
| 4 | +namespace _3._2._39 |
| 5 | +{ |
| 6 | + class Program |
| 7 | + { |
| 8 | + static void Main(string[] args) |
| 9 | + { |
| 10 | + var n = 10000; |
| 11 | + var trial = 100; |
| 12 | + for (var i = 0; i < 3; i++) |
| 13 | + { |
| 14 | + var odds = new int[n]; |
| 15 | + var evens = new int[n]; |
| 16 | + var bst = new BSTAnalysis<int, int>(); |
| 17 | + for (var j = 100; j < n; j++) |
| 18 | + { |
| 19 | + evens[j] = j; |
| 20 | + odds[j] = j + 1; |
| 21 | + } |
| 22 | + Shuffle(odds); |
| 23 | + foreach (var item in odds) |
| 24 | + { |
| 25 | + bst.Put(item, item); |
| 26 | + } |
| 27 | + |
| 28 | + Console.WriteLine("n:" + n); |
| 29 | + // hit |
| 30 | + Shuffle(odds); |
| 31 | + Test(bst, odds, trial, "hit"); |
| 32 | + |
| 33 | + // miss |
| 34 | + Shuffle(evens); |
| 35 | + Test(bst, evens, trial, "miss"); |
| 36 | + |
| 37 | + n *= 10; |
| 38 | + } |
| 39 | + } |
| 40 | + |
| 41 | + static void Test(BSTAnalysis<int, int> bst, int[] testCases, int trials, string label) |
| 42 | + { |
| 43 | + var testRecords = new long[trials]; |
| 44 | + for (var j = 0; j < trials; j++) |
| 45 | + { |
| 46 | + bst.CompareTimes = 0; // reset |
| 47 | + bst.Get(testCases[j]); // test |
| 48 | + testRecords[j] = bst.CompareTimes; // record |
| 49 | + } |
| 50 | + |
| 51 | + var testAverage = 0d; // 'd' for double |
| 52 | + foreach (var record in testRecords) |
| 53 | + { |
| 54 | + testAverage += record; |
| 55 | + } |
| 56 | + |
| 57 | + testAverage /= testRecords.Length; |
| 58 | + |
| 59 | + var testStandardDeviation = 0d; |
| 60 | + foreach (var record in testRecords) |
| 61 | + { |
| 62 | + testStandardDeviation += (record - testAverage) * (record - testAverage); |
| 63 | + } |
| 64 | + |
| 65 | + testStandardDeviation /= testRecords.Length; |
| 66 | + testStandardDeviation = Math.Sqrt(testStandardDeviation); |
| 67 | + // 2lnN + 2γ - 3 |
| 68 | + var expect = 2 * Math.Log(testCases.Length) + 2 * 0.5772156649 - 3; |
| 69 | + Console.WriteLine(label + ": ActualAverage: " + testAverage + "\tExpectAverage: " + expect + "\tStandardDevitation:" + testStandardDeviation); |
| 70 | + } |
| 71 | + |
| 72 | + static void Shuffle<T>(T[] a) |
| 73 | + { |
| 74 | + var random = new Random(); |
| 75 | + for (var i = 0; i < a.Length; i++) |
| 76 | + { |
| 77 | + var r = i + random.Next(a.Length - i); |
| 78 | + var temp = a[i]; |
| 79 | + a[i] = a[r]; |
| 80 | + a[r] = temp; |
| 81 | + } |
| 82 | + } |
| 83 | + } |
| 84 | +} |
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