Ejemplo n.º 1
0
 public GraphSetOmnitree(Equate <T> equate, Compare <T> compare, Hash <T> hash, T min, T max, Omnitree.Average <T> average)
 {
     this._nodes = new SetHashList <T>(equate, hash);
     Omnitree.Locate <Edge, T> locationFunction = (Edge a) => { return(Accessor.Get(new T[] { a.Start, a.End })); };
     this._edges = new OmnitreeLinked <Edge, T>(
         new T[] { min, min },
         new T[] { max, max },
         locationFunction, compare, average);
 }
Ejemplo n.º 2
0
        public static void TestOmnitree1()
        {
            #region construction

            Omnitree.Locate <TestObject, double> locate = (TestObject record) =>
            {
                return((int i) =>
                {
                    switch (i)
                    {
                    case 0:
                        return record.X;

                    case 1:
                        return record.Y;

                    case 2:
                        return record.Z;

                    default:
                        throw new System.Exception();
                    }
                });
            };

            Compute <double> .Compare(0, 0);

            Omnitree <TestObject, double> omnitree = new OmnitreeLinked <TestObject, double>(
                new double[] { 0, 0, 0 },
                new double[] { 1, 1, 1 },
                locate,
                Compute <double> .Compare,
                (double a, double b) => { return((a + b) / 2); });

            #endregion

            #region random generation

            Console.WriteLine("Generating random data...");

            Random       random  = new Random(0);
            int          count   = 100;
            TestObject[] records = new TestObject[count];
            for (int i = 0; i < count; i++)
            {
                records[i] = new TestObject(i, random.NextDouble(), random.NextDouble(), random.NextDouble());
            }

            Console.WriteLine("Generated random data.");

            #endregion

            #region adding

            Console.WriteLine("Building Omnitree...");

            for (int i = 0; i < count; i++)
            {
                omnitree.Add(records[i]);
                if (i % (count / 10) == 0)
                {
                    Console.WriteLine(((double)i / (double)count * 100D) + "%");
                }
            }

            Console.WriteLine("OmniTree.Count: " + omnitree.Count);
            //Console.WriteLine("OmniTree._top.Count: " + (omnitree as OmnitreeLinked<TestObject, double>)._top.Count);

            int test_count = 0;
            omnitree.Stepper((TestObject record) => { test_count++; });
            Console.WriteLine("OmniTree Stepper Count: " + test_count);

            #endregion

            #region validation

            SetHashArray <TestObject> setHash = new SetHashArray <TestObject>(
                (TestObject a, TestObject b) => { return(a.Id == b.Id); },
                (TestObject a) => { return(a.Id.GetHashCode()); });
            for (int i = 0; i < count; i++)
            {
                setHash.Add(records[i]);
            }

            bool validated = true;
            omnitree.Stepper((TestObject record) => { if (!setHash.Contains(record))
                                                      {
                                                          validated = false;
                                                      }
                             });
            if (validated)
            {
                Console.WriteLine("Values Validated.");
            }
            else
            {
                Console.WriteLine("Values INVALID.");
            }

            #endregion

            #region querying

            Console.WriteLine("Value Querying: ");

            bool query_test = false;
            for (int i = 0; i < count; i++)
            {
                query_test = false;
                omnitree[locate(records[i])]((TestObject record) => { query_test = true; });
                if (query_test == false)
                {
                    Console.WriteLine("Querying INVALID on value: " + i);
                    break;
                }
                if (i % (count / 10) == 0)
                {
                    Console.WriteLine(((double)i / (double)count * 100D) + "%");
                }
            }
            if (query_test == true)
            {
                Console.WriteLine("Querying Validated.");
            }
            else
            {
                Console.WriteLine("Querying INVALID.");
            }

            #endregion

            #region dynamic values (re-randomizing)

            Console.WriteLine("Moving randomized data...");

            foreach (TestObject record in records)
            {
                record.X += Math.Max(0d, Math.Min(1d, (random.NextDouble() / 100D) - .5D));
                record.Y += Math.Max(0d, Math.Min(1d, (random.NextDouble() / 100D) - .5D));
                record.Z += Math.Max(0d, Math.Min(1d, (random.NextDouble() / 100D) - .5D));
            }

            Console.WriteLine("Randomized data moved.");

            #endregion

            #region Updating

            Console.WriteLine("Updating Tree Positions...");
            //// Update Method #1
            omnitree.Update();

            //// Update Method #2
            //omnitree.Update(omnitree.Min, omnitree.Max);

            Console.WriteLine("Tree Positions Updated.");

            #endregion

            #region removal

            Console.WriteLine("Removing Values: ");
            for (int i = 0; i < count; i++)
            {
                //// Removal Method #1
                omnitree.Remove(records[i]);

                //// Removal Method #2
                //omnitree.Remove(locate(records[i]), locate(records[i]));

                //// Removal Method #3
                //omnitree.Remove(locate(records[i]), locate(records[i]), (omnitree_record step) => { return records[i].Id == step.Id; });

                //// Removal Method #4
                //double[] location = new double[] { locate(records[i])(0), locate(records[i])(1), locate(records[i])(2) };
                //omnitree.Remove(location, location);

                //// Removal Method #5
                //double[] location = new double[] { locate(records[i])(0), locate(records[i])(1), locate(records[i])(2) };
                //omnitree.Remove(location, location, (omnitree_record step) => { return records[i].Id == step.Id; });

                if (omnitree.Count != count - (i + 1))
                {
                    throw new System.Exception();
                }
                if (i % (count / 10) == 0)
                {
                    Console.WriteLine(((double)i / (double)count * 100D) + "%");
                }
            }
            Console.WriteLine("Values Removed: ");

            Console.WriteLine("OmniTree.Count: " + omnitree.Count);

            //Console.WriteLine("OmniTree._top.Count: " + (omnitree as OmnitreeLinked<TestObject, double>)._top.Count);

            test_count = 0;
            omnitree.Stepper((TestObject record) => { test_count++; });
            Console.WriteLine("OmniTree Stepper Count: " + test_count);

            #endregion

            Console.WriteLine();
            Console.WriteLine("TEST COMPLETE");
        }
Ejemplo n.º 3
0
        static void Main(string[] args)
        {
            #region Delegate
            //Action test1 = () => { Console.WriteLine("test 1"); };
            //Action test2 = () => { Console.WriteLine("test 2"); };

            //Action action = test1;

            ////foreach (byte b in test1.Method.GetMethodBody().GetILAsByteArray())
            ////	Console.WriteLine(b);
            ////
            ////foreach (System.Reflection.FieldInfo field in typeof(Action).GetFields(BindingFlags.NonPublic | BindingFlags.Instance | BindingFlags.Public))
            ////	Console.WriteLine(field);

            //action();
            ////Console.WriteLine(typeof(Action).GetField("_target", BindingFlags.NonPublic | BindingFlags.Instance | BindingFlags.Public).GetValue(action));

            //IntPtr methodPtr = (IntPtr)typeof(Action).GetField("_methodPtr", BindingFlags.NonPublic | BindingFlags.Instance | BindingFlags.Public).GetValue(test2);
            //IntPtr methodPtrAux = (IntPtr)typeof(Action).GetField("_methodPtrAux", BindingFlags.NonPublic | BindingFlags.Instance | BindingFlags.Public).GetValue(test2);
            //object target = typeof(Action).GetField("_target", BindingFlags.NonPublic | BindingFlags.Instance | BindingFlags.Public).GetValue(test2);
            //object methodBase = typeof(Action).GetField("_methodBase", BindingFlags.NonPublic | BindingFlags.Instance | BindingFlags.Public).GetValue(test2);

            ////typeof(Action).GetField("_methodPtr", BindingFlags.NonPublic | BindingFlags.Instance | BindingFlags.Public).SetValue(action, methodPtr);
            ////typeof(Action).GetField("_methodPtrAux", BindingFlags.NonPublic | BindingFlags.Instance | BindingFlags.Public).SetValue(action, methodPtrAux);
            ////typeof(Action).GetField("_target", BindingFlags.NonPublic | BindingFlags.Instance | BindingFlags.Public).SetValue(action, target);
            ////typeof(Action).GetField("_methodBase", BindingFlags.NonPublic | BindingFlags.Instance | BindingFlags.Public).SetValue(action, methodBase);

            //byte[] array = test1.Method.GetMethodBody().GetILAsByteArray();
            //System.Runtime.InteropServices.GCHandle pinnedArray = System.Runtime.InteropServices.GCHandle.Alloc(array, System.Runtime.InteropServices.GCHandleType.Pinned);
            //IntPtr pointer = pinnedArray.AddrOfPinnedObject();

            //typeof(Action).GetField("_methodPtrAux", BindingFlags.NonPublic | BindingFlags.Instance | BindingFlags.Public).SetValue(action, pointer);

            //pinnedArray.Free();

            //action();
            ////Console.WriteLine(typeof(Action).GetField("_target", BindingFlags.NonPublic | BindingFlags.Instance | BindingFlags.Public).GetValue(action));

            //System.Action<System.String, System.Int32, System.Double>
            //System.Action`3[System.String, System.Int32, System.Double]

            //int i = 0;
            //foreach (string s in "Action<int, double, decimal>".Split('<', '>'))
            //	Console.WriteLine(i++ + " "+ s);

            //Console.WriteLine(string.IsNullOrWhiteSpace("Action<int, double, decimal>".Split('<', '>')["Action<int, double, decimal>".Split('<', '>').Length - 1]));

            //Console.WriteLine(Type.GetType("System.Action`3[System.String, System.Int32, System.Double]"));
            //Console.WriteLine(Type.GetType("Action<int>"));
            //Console.WriteLine(typeof(Action<int>).Name);
            //Console.WriteLine(typeof(Action<float>).Name);
            //Console.WriteLine(typeof(Action<double>).Name);
            //Console.WriteLine(typeof(Action<decimal>).Name);
            //Console.WriteLine(typeof(System.Collections.Generic.List<int>).Name);
            //Console.WriteLine(typeof(System.Collections.Generic.List<float>).Name);
            //Console.WriteLine(typeof(System.Collections.Generic.List<double>).Name);
            //Console.WriteLine(typeof(System.Collections.Generic.List<decimal>).Name);

            //Console.WriteLine(Type.GetType("List'1"));

            //Action test2 = Test;

            //Console.WriteLine(typeof(Action).GetField("_methodPtr", BindingFlags.NonPublic | BindingFlags.Instance | BindingFlags.Public).GetValue(test2));
            //Console.WriteLine(typeof(Action).GetField("_methodPtrAux", BindingFlags.NonPublic | BindingFlags.Instance | BindingFlags.Public).GetValue(test2));
            //Console.WriteLine(typeof(Action).GetField("_target", BindingFlags.NonPublic | BindingFlags.Instance | BindingFlags.Public).GetValue(test2));
            //Console.WriteLine(typeof(Action).GetField("_methodBase", BindingFlags.NonPublic | BindingFlags.Instance | BindingFlags.Public).GetValue(test2));
            //Console.WriteLine(test2.Truncate().Target);
            //Console.WriteLine(test2.Truncate().Method.DeclaringType.Name);

            //Action d = (Action)Delegate.CreateDelegate(typeof(Action), test2.Method);

            //114
            //1
            //0
            //0
            //112
            //40
            //22
            //0
            //0
            //10
            //42
            //System.Object _target
            //System.Object _methodBase
            //IntPtr _methodPtr
            //IntPtr _methodPtrAux


            #endregion

            #region Random Generators

            //int iterationsperrandom = 3;
            //Action<Random> testrandom = (Random random) =>
            //	{
            //		for (int i = 0; i < iterationsperrandom; i++)
            //			Console.WriteLine(i + ": " + random.Next());
            //		Console.WriteLine();
            //	};
            //Arbitrary mcg_2pow59_13pow13 = Arbitrary.MultiplicativeCongruentGenerator_Modulus2power59_Multiplier13power13();
            //Console.WriteLine("mcg_2pow59_13pow13 randoms:");
            //testrandom(mcg_2pow59_13pow13);
            //Arbitrary mcg_2pow31m1_1132489760 = Arbitrary.MultiplicativeCongruentGenerator_Modulus2power31minus1_Multiplier1132489760();
            //Console.WriteLine("mcg_2pow31m1_1132489760 randoms:");
            //testrandom(mcg_2pow31m1_1132489760);
            //Arbitrary mersenneTwister = Arbitrary.MersenneTwister();
            //Console.WriteLine("mersenneTwister randoms:");
            //testrandom(mersenneTwister);
            //Arbitrary cmr32_c2_o3 = Arbitrary.CombinedMultipleRecursiveGenerator32bit_components2_order3();
            //Console.WriteLine("mersenneTwister randoms:");
            //testrandom(cmr32_c2_o3);
            //Arbitrary wh1982cmcg = Arbitrary.WichmannHills1982_CombinedMultiplicativeCongruentialGenerator();
            //Console.WriteLine("mersenneTwister randoms:");
            //testrandom(wh1982cmcg);
            //Arbitrary wh2006cmcg = Arbitrary.WichmannHills2006_CombinedMultiplicativeCongruentialGenerator();
            //Console.WriteLine("mersenneTwister randoms:");
            //testrandom(wh2006cmcg);
            //Arbitrary mwcxorsg = Arbitrary.MultiplyWithCarryXorshiftGenerator();
            //Console.WriteLine("mwcxorsg randoms:");
            //testrandom(mwcxorsg);

            #endregion

            #region Set Tests
            //{
            //	int iterations = int.MaxValue / 1000;

            //	HashSet<int> validation = new HashSet<int>();
            //	//for (int i = 0; i < interations; i++)
            //	//	validation.Add(i);

            //	{
            //		HashSet<int> set0 = new HashSet<int>();
            //		SetHashList<int> set1 = new SetHashList<int>();
            //		SetHashArray<int> set2 = new SetHashArray<int>();

            //		for (int i = 0; i < iterations; i++) set0.Add(i);
            //		for (int i = 0; i < iterations; i++) set1.Add(i);
            //		for (int i = 0; i < iterations; i++) set2.Add(i);
            //		for (int i = 0; i < iterations; i++)
            //			validation.Add(i);
            //		foreach (int i in set0) { validation.Remove(i); }
            //		for (int i = 0; i < iterations; i++)
            //			validation.Add(i);
            //		set1.Stepper((int i) => { validation.Remove(i); });
            //		for (int i = 0; i < iterations; i++)
            //			validation.Add(i);
            //		set2.Stepper((int i) => { validation.Remove(i); });
            //		for (int i = 0; i < iterations; i++) set0.Contains(i);
            //		for (int i = 0; i < iterations; i++) set1.Contains(i);
            //		for (int i = 0; i < iterations; i++) set2.Contains(i);
            //		for (int i = 0; i < iterations; i++) set0.Remove(i);
            //		for (int i = 0; i < iterations; i++) set1.Remove(i);
            //		for (int i = 0; i < iterations; i++) set2.Remove(i);

            //		Console.WriteLine("Adding HashSet:               " + Seven.Diagnostics.Performance.Time_DateTimNow(() => { for (int i = 0; i < iterations; i++) set0.Add(i); }));
            //		Console.WriteLine("Adding Set_HashLinkedList:    " + Seven.Diagnostics.Performance.Time_DateTimNow(() => { for (int i = 0; i < iterations; i++) set1.Add(i); }));
            //		Console.WriteLine("Adding SetHash:               " + Seven.Diagnostics.Performance.Time_DateTimNow(() => { for (int i = 0; i < iterations; i++) set2.Add(i); }));

            //		for (int i = 0; i < iterations; i++)
            //			validation.Add(i);
            //		foreach (int i in set0) { validation.Remove(i); }
            //		Console.WriteLine("Validate HashSet:             " + (validation.Count == 0));

            //		for (int i = 0; i < iterations; i++)
            //			validation.Add(i);
            //		set1.Stepper((int i) => { validation.Remove(i); });
            //		Console.WriteLine("Validate Set_HashLinkedList:  " + (validation.Count == 0));

            //		for (int i = 0; i < iterations; i++)
            //			validation.Add(i);
            //		set2.Stepper((int i) => { validation.Remove(i); });
            //		Console.WriteLine("Validate SetHas:              " + (validation.Count == 0));

            //		Console.WriteLine("Size HashSet:                 " + (typeof(HashSet<int>).GetField("m_buckets", System.Reflection.BindingFlags.NonPublic | System.Reflection.BindingFlags.Instance).GetValue(set0) as int[]).Length);
            //		Console.WriteLine("Size Set_HashLinkedList:      " + set1.TableSize);
            //		Console.WriteLine("Size SetHash:                 " + set2.TableSize);

            //		Console.WriteLine("Constains HashSet:            " + Seven.Diagnostics.Performance.Time_DateTimNow(() => { for (int i = 0; i < iterations; i++) set0.Contains(i); }));
            //		Console.WriteLine("Constains Set_HashLinkedList: " + Seven.Diagnostics.Performance.Time_DateTimNow(() => { for (int i = 0; i < iterations; i++) set1.Contains(i); }));
            //		Console.WriteLine("Constains SetHash:            " + Seven.Diagnostics.Performance.Time_DateTimNow(() => { for (int i = 0; i < iterations; i++) set2.Contains(i); }));

            //		//Console.WriteLine("Removed HashSet:              " + Seven.Diagnostics.Performance.Time(() => { for (int i = 0; i < iterations; i++) set0.Remove(i); }));
            //		//Console.WriteLine("Removed Set_HashLinkedList:   " + Seven.Diagnostics.Performance.Time(() => { for (int i = 0; i < iterations; i++) set1.Remove(i); }));
            //		//Console.WriteLine("Remove SetHash:               " + Seven.Diagnostics.Performance.Time(() => { for (int i = 0; i < iterations; i++) set2.Remove(i); }));

            //		Console.WriteLine("Removed HashSet:              " + Seven.Diagnostics.Performance.Time_DateTimNow(() => { for (int i = iterations - 1; i >= 0; i--) set0.Remove(i); }));
            //		Console.WriteLine("Removed Set_HashLinkedList:   " + Seven.Diagnostics.Performance.Time_DateTimNow(() => { for (int i = iterations - 1; i >= 0; i--) set1.Remove(i); }));
            //		Console.WriteLine("Remove SetHash:               " + Seven.Diagnostics.Performance.Time_DateTimNow(() => { for (int i = iterations - 1; i >= 0; i--) set2.Remove(i); }));

            //		Console.WriteLine("Size HashSet:                 " + (typeof(HashSet<int>).GetField("m_buckets", System.Reflection.BindingFlags.NonPublic | System.Reflection.BindingFlags.Instance).GetValue(set0) as int[]).Length);
            //		Console.WriteLine("Size Set_HashLinkedList:      " + set1.TableSize);
            //		Console.WriteLine("Size SetHash:                 " + set2.TableSize);
            //	}
            //	Console.WriteLine();
            //	{
            //		HashSet<int> set0 = new HashSet<int>();
            //		SetHashList<int> set1 = new SetHashList<int>();
            //		SetHashArray<int> set2 = new SetHashArray<int>();

            //		for (int i = 0; i < iterations; i++) set0.Add(i);
            //		for (int i = 0; i < iterations; i++) set1.Add(i);
            //		for (int i = 0; i < iterations; i++) set2.Add(i);
            //		for (int i = 0; i < iterations; i++)
            //			validation.Add(i);
            //		foreach (int i in set0) { validation.Remove(i); }
            //		for (int i = 0; i < iterations; i++)
            //			validation.Add(i);
            //		set1.Stepper((int i) => { validation.Remove(i); });
            //		for (int i = 0; i < iterations; i++)
            //			validation.Add(i);
            //		set2.Stepper((int i) => { validation.Remove(i); });
            //		for (int i = 0; i < iterations; i++) set0.Contains(i);
            //		for (int i = 0; i < iterations; i++) set1.Contains(i);
            //		for (int i = 0; i < iterations; i++) set2.Contains(i);
            //		for (int i = 0; i < iterations; i++) set0.Remove(i);
            //		for (int i = 0; i < iterations; i++) set1.Remove(i);
            //		for (int i = 0; i < iterations; i++) set2.Remove(i);

            //		Console.WriteLine("Adding HashSet:               " + Seven.Diagnostics.Performance.Time_StopWatch(() => { for (int i = 0; i < iterations; i++) set0.Add(i); }));
            //		Console.WriteLine("Adding Set_HashLinkedList:    " + Seven.Diagnostics.Performance.Time_StopWatch(() => { for (int i = 0; i < iterations; i++) set1.Add(i); }));
            //		Console.WriteLine("Adding SetHash:               " + Seven.Diagnostics.Performance.Time_StopWatch(() => { for (int i = 0; i < iterations; i++) set2.Add(i); }));

            //		for (int i = 0; i < iterations; i++)
            //			validation.Add(i);
            //		foreach (int i in set0) { validation.Remove(i); }
            //		Console.WriteLine("Validate HashSet:             " + (validation.Count == 0));

            //		for (int i = 0; i < iterations; i++)
            //			validation.Add(i);
            //		set1.Stepper((int i) => { validation.Remove(i); });
            //		Console.WriteLine("Validate Set_HashLinkedList:  " + (validation.Count == 0));

            //		for (int i = 0; i < iterations; i++)
            //			validation.Add(i);
            //		set2.Stepper((int i) => { validation.Remove(i); });
            //		Console.WriteLine("Validate SetHas:              " + (validation.Count == 0));

            //		Console.WriteLine("Size HashSet:                 " + (typeof(HashSet<int>).GetField("m_buckets", System.Reflection.BindingFlags.NonPublic | System.Reflection.BindingFlags.Instance).GetValue(set0) as int[]).Length);
            //		Console.WriteLine("Size Set_HashLinkedList:      " + set1.TableSize);
            //		Console.WriteLine("Size SetHash:                 " + set2.TableSize);

            //		Console.WriteLine("Constains HashSet:            " + Seven.Diagnostics.Performance.Time_StopWatch(() => { for (int i = 0; i < iterations; i++) set0.Contains(i); }));
            //		Console.WriteLine("Constains Set_HashLinkedList: " + Seven.Diagnostics.Performance.Time_StopWatch(() => { for (int i = 0; i < iterations; i++) set1.Contains(i); }));
            //		Console.WriteLine("Constains SetHash:            " + Seven.Diagnostics.Performance.Time_StopWatch(() => { for (int i = 0; i < iterations; i++) set2.Contains(i); }));

            //		//Console.WriteLine("Removed HashSet:              " + Seven.Diagnostics.Performance.Time2(() => { for (int i = 0; i < iterations; i++) set0.Remove(i); }));
            //		//Console.WriteLine("Removed Set_HashLinkedList:   " + Seven.Diagnostics.Performance.Time2(() => { for (int i = 0; i < iterations; i++) set1.Remove(i); }));
            //		//Console.WriteLine("Remove SetHash:               " + Seven.Diagnostics.Performance.Time2(() => { for (int i = 0; i < iterations; i++) set2.Remove(i); }));

            //		Console.WriteLine("Removed HashSet:              " + Seven.Diagnostics.Performance.Time_StopWatch(() => { for (int i = iterations - 1; i >= 0; i--) set0.Remove(i); }));
            //		Console.WriteLine("Removed Set_HashLinkedList:   " + Seven.Diagnostics.Performance.Time_StopWatch(() => { for (int i = iterations - 1; i >= 0; i--) set1.Remove(i); }));
            //		Console.WriteLine("Remove SetHash:               " + Seven.Diagnostics.Performance.Time_StopWatch(() => { for (int i = iterations - 1; i >= 0; i--) set2.Remove(i); }));

            //		Console.WriteLine("Size HashSet:                 " + (typeof(HashSet<int>).GetField("m_buckets", System.Reflection.BindingFlags.NonPublic | System.Reflection.BindingFlags.Instance).GetValue(set0) as int[]).Length);
            //		Console.WriteLine("Size Set_HashLinkedList:      " + set1.TableSize);
            //		Console.WriteLine("Size SetHash:                 " + set2.TableSize);
            //	}

            //	Console.WriteLine();
            //}
            #endregion

            #region Map/Dictionary
            //{
            //	int iterations = int.MaxValue / 10000;

            //	HashSet<int> validation = new HashSet<int>();
            //	//for (int i = 0; i < interations; i++)
            //	//	validation.Add(i);

            //	{
            //		Dictionary<int, int> map0 = new Dictionary<int, int>();
            //		//MapSetHashList<int, int> map1 = new MapSetHashList<int, int>();
            //		MapHashLinked<int, int> map2 = new MapHashLinked<int, int>();
            //		MapHashArray<int, int> map3 = new MapHashArray<int, int>();


            //		Console.WriteLine("Adding 0:    " + Seven.Diagnostics.Performance.Time(() => { for (int i = 0; i < iterations; i++) map0.Add(i, i); }));
            //		//Console.WriteLine("Adding 1:    " + Seven.Diagnostics.Performance.Time(() => { for (int i = 0; i < iterations; i++) map1.Add(i, i); }));
            //		Console.WriteLine("Adding 2:    " + Seven.Diagnostics.Performance.Time(() => { for (int i = 0; i < iterations; i++) map2.Add(i, i); }));
            //		Console.WriteLine("Adding 3:    " + Seven.Diagnostics.Performance.Time(() => { for (int i = 0; i < iterations; i++) map3.Add(i, i); }));

            //		for (int i = 0; i < iterations; i++)
            //			validation.Add(i);
            //		foreach (KeyValuePair<int, int> i in map0) { validation.Remove(i.Key); }
            //		Console.WriteLine("Validate 0:  " + (validation.Count == 0));

            //		//for (int i = 0; i < iterations; i++)
            //		//	validation.Add(i);
            //		////foreach (int i in map1) { validation.Remove(i); }
            //		//map1.Stepper((int i) => { validation.Remove(i); });
            //		//Console.WriteLine("Validate 1:  " + (validation.Count == 0));

            //		for (int i = 0; i < iterations; i++)
            //			validation.Add(i);
            //		//foreach (int i in map1) { validation.Remove(i); }
            //		map2.Stepper((int i) => { validation.Remove(i); });
            //		Console.WriteLine("Validate 2:  " + (validation.Count == 0));

            //		for (int i = 0; i < iterations; i++)
            //			validation.Add(i);
            //		//foreach (int i in map1) { validation.Remove(i); }
            //		map3.Stepper((int i) => { validation.Remove(i); });
            //		Console.WriteLine("Validate 3:  " + (validation.Count == 0));

            //		int temp;
            //		Console.WriteLine("Get 0:       " + Seven.Diagnostics.Performance.Time(() => { for (int i = 0; i < iterations; i++) temp = map0[i]; }));
            //		//Console.WriteLine("Get 1:       " + Seven.Diagnostics.Performance.Time(() => { for (int i = 0; i < iterations; i++) temp = map1[i]; }));
            //		Console.WriteLine("Get 2:       " + Seven.Diagnostics.Performance.Time(() => { for (int i = 0; i < iterations; i++) temp = map2[i]; }));
            //		Console.WriteLine("Get 3:       " + Seven.Diagnostics.Performance.Time(() => { for (int i = 0; i < iterations; i++) temp = map3[i]; }));

            //		Console.WriteLine("Removed 0:   " + Seven.Diagnostics.Performance.Time(() => { for (int i = 0; i < iterations; i++) map0.Remove(i); }));
            //		//Console.WriteLine("Removed 1:   " + Seven.Diagnostics.Performance.Time(() => { for (int i = 0; i < iterations; i++) map1.Remove(i); }));
            //		Console.WriteLine("Removed 2:   " + Seven.Diagnostics.Performance.Time(() => { for (int i = 0; i < iterations; i++) map2.Remove(i); }));
            //		Console.WriteLine("Removed 3:   " + Seven.Diagnostics.Performance.Time(() => { for (int i = 0; i < iterations; i++) map3.Remove(i); }));
            //	}
            //}
            #endregion

            #region Vector Test

            //Console.WriteLine();
            //Console.WriteLine("Vector Testing-------------------------------------");

            //Random random = new Random();
            //const int vector_size = 4;
            //const int vector_iterations = int.MaxValue / 100;

            //Vector<double> vector_a = new Vector<double>(vector_size);
            //Vector<double> vector_b = new Vector<double>(vector_size);
            //Vector<double> vector_c;

            //for (int i = 0; i < vector_size; i++)
            //{
            //	vector_a[i] = random.Next();
            //	vector_b[i] = random.Next();
            //}

            //Console.WriteLine("Compile 1: " + Seven.Diagnostics.Performance.Time(() => { vector_c = Vector<double>.Vector_Add(vector_a, vector_b); }));
            //Console.WriteLine("Compile 2: " + Seven.Diagnostics.Performance.Time(() => { vector_c = Vector<double>.Vector_Add2(vector_a, vector_b); }));
            //Console.WriteLine("Compile 3: " + Seven.Diagnostics.Performance.Time(() => { vector_c = Vector<double>.Vector_Add3(vector_a, vector_b); }));
            //Console.WriteLine("Compile 4: " + Seven.Diagnostics.Performance.Time(() => { vector_c = Vector<double>.Vector_Add4(vector_a, vector_b); }));

            //Console.WriteLine("Test 1:    " + Seven.Diagnostics.Performance.Time(() => {
            //	for (int i = 0; i < vector_iterations; i++)
            //		vector_c = Vector<double>.Vector_Add(vector_a, vector_b);
            //}));

            //Console.WriteLine("Test 2:    " + Seven.Diagnostics.Performance.Time(() =>
            //{
            //	for (int i = 0; i < vector_iterations; i++)
            //		vector_c = Vector<double>.Vector_Add2(vector_a, vector_b);
            //}));

            //Console.WriteLine("Test 3:    " + Seven.Diagnostics.Performance.Time(() =>
            //{
            //	for (int i = 0; i < vector_iterations; i++)
            //		vector_c = Vector<double>.Vector_Add3(vector_a, vector_b);
            //}));

            //Console.WriteLine("Test 4:    " + Seven.Diagnostics.Performance.Time(() =>
            //{
            //	for (int i = 0; i < vector_iterations; i++)
            //		vector_c = Vector<double>.Vector_Add4(vector_a, vector_b);
            //}));

            #endregion

            #region Sorting Speed
            //{
            //	int size = int.MaxValue / 1000000;
            //	int[] dataSet = new int[size];
            //	for (int i = 0; i < size; i++)
            //		dataSet[i] = i;

            //	Console.WriteLine("Sorting Algorithms----------------------");
            //	Console.WriteLine();

            //	//Sort<int>.Shuffle(dataSet);
            //	//Console.Write("Bubble:      " + Seven.Diagnostics.Performance.Time(() => { Sort<int>.Bubble(dataSet); }));
            //	Sort<int>.Shuffle(dataSet);
            //	Console.WriteLine("Selection:   " + Seven.Diagnostics.Performance.Time(() => { Sort<int>.Selection(dataSet); }));
            //	Sort<int>.Shuffle(dataSet);
            //	Console.WriteLine("Insertion:   " + Seven.Diagnostics.Performance.Time(() => { Sort<int>.Insertion(dataSet); }));
            //	Sort<int>.Shuffle(dataSet);
            //	Console.WriteLine("Quick:       " + Seven.Diagnostics.Performance.Time(() => { Sort<int>.Quick(dataSet); }));
            //	Sort<int>.Shuffle(dataSet);
            //	Console.WriteLine("Merge:       " + Seven.Diagnostics.Performance.Time(() => { Sort<int>.Merge(dataSet); }));
            //	Sort<int>.Shuffle(dataSet);
            //	Console.WriteLine("Heap:        " + Seven.Diagnostics.Performance.Time(() => { Sort<int>.Heap(dataSet); }));
            //	Sort<int>.Shuffle(dataSet);
            //	Console.WriteLine("OddEven:     " + Seven.Diagnostics.Performance.Time(() => { Sort<int>.OddEven(dataSet); }));

            //	Sort<int>.Shuffle(dataSet);
            //	Console.WriteLine("IEnumerable: " + Seven.Diagnostics.Performance.Time(() => { dataSet.OrderBy(item => item); }));
            //	Sort<int>.Shuffle(dataSet);
            //	Console.WriteLine("Array.Sort:  " + Seven.Diagnostics.Performance.Time(() => { Array.Sort(dataSet); }));
            //}
            #endregion

            #region Matrix Test

            //Random random = new Random();
            //const int matrix_rows = 4;
            //const int matrix_columns = 4;
            //const int matrix_iterations = int.MaxValue / 100;

            //{

            //	Seven.Mathematics.Matrix<double> matrix_a = new Seven.Mathematics.Matrix<double>(matrix_rows, matrix_columns);
            //	Seven.Mathematics.Matrix<double> matrix_b = new Seven.Mathematics.Matrix<double>(matrix_rows, matrix_columns);
            //	Seven.Mathematics.Matrix<double> matrix_c;

            //	matrix_c = matrix_a + matrix_b;
            //	matrix_c = matrix_b + matrix_a;
            //	//matrix_a = matrix_b + matrix_c;
            //	//matrix_a = matrix_c + matrix_b;

            //	for (int i = 0; i < matrix_rows; i++)
            //		for (int j = 0; j < matrix_columns; j++)
            //		{
            //			matrix_a[i, j] = random.Next();
            //			matrix_b[i, j] = random.Next();
            //		}

            //	Console.WriteLine("Test 1:    " + Seven.Diagnostics.Performance.Time(() =>
            //	{
            //		for (int i = 0; i < matrix_iterations; i++)
            //			matrix_c = matrix_a + matrix_b;
            //	}));

            //matrix_c = Matrix<double>.Matrix_Negate2(matrix_a);
            //Console.WriteLine("Test 2:    " + Seven.Diagnostics.Performance.Time(() =>
            //{
            //	for (int i = 0; i < matrix_iterations; i++)
            //		matrix_c = Matrix<double>.Matrix_Negate2(matrix_a);
            //}));

            //Console.WriteLine("Test 2:    " + Seven.Diagnostics.Performance.Time(() =>
            //{
            //	for (int i = 0; i < matrix_iterations; i++)
            //		Matrix<double>.Matrix_IsSymetric2(matrix_a);
            //}));

            //Console.WriteLine("Compile 1: " + Seven.Diagnostics.Performance.Time(() => { matrix_c = matrix_a + matrix_b; }));

            //Console.WriteLine("Test 1:    " + Seven.Diagnostics.Performance.Time(() =>
            //{
            //	for (int i = 0; i < matrix_iterations; i++)
            //		matrix_c = matrix_a + matrix_b;
            //}));

            //}

            #endregion

            #region Omnitree

            Omnitree.Locate <TestObject, double> locate = (TestObject record) =>
            {
                return((int i) =>
                {
                    switch (i)
                    {
                    case 0:
                        return record.X;

                    case 1:
                        return record.Y;

                    case 2:
                        return record.Z;

                    default:
                        throw new System.Exception();
                    }
                });
            };

            Compute <double> .Compare(0, 0);

            Omnitree <TestObject, double> omnitree = new OmnitreeLinked <TestObject, double>(
                3,
                Accessor.Get(new double[] { 0, 0, 0 }),
                Accessor.Get(new double[] { 1, 1, 1 }),
                locate,
                (double a, double b) => { return(a == b); },
                Equate.Default,
                Compute <double> .Compare,
                (double a, double b) => { return((a + b) / 2); });

            System.Collections.Generic.List <TestObject> list = new System.Collections.Generic.List <TestObject>();

            System.Collections.Generic.LinkedList <TestObject> linkedlist = new System.Collections.Generic.LinkedList <TestObject>();

            Random       random  = new Random(7);
            int          count   = 10000;
            TestObject[] records = new TestObject[count];
            for (int i = 0; i < count; i++)
            {
                records[i] = new TestObject(i, random.NextDouble(), random.NextDouble(), random.NextDouble());
            }

            Console.WriteLine("Testing with " + count + " records...");
            Console.WriteLine();

            Console.WriteLine("Adding (Omnitree):          " + Seven.Diagnostics.Performance.Time_StopWatch(() =>
            {
                for (int i = 0; i < count; i++)
                {
                    omnitree.Add(records[i]);
                }
            }));

            Console.WriteLine("Adding (List):              " + Seven.Diagnostics.Performance.Time_StopWatch(() =>
            {
                for (int i = 0; i < count; i++)
                {
                    list.Add(records[i]);
                }
            }));

            Console.WriteLine("Adding (L-List):            " + Seven.Diagnostics.Performance.Time_StopWatch(() =>
            {
                for (int i = 0; i < count; i++)
                {
                    linkedlist.AddLast(records[i]);
                }
            }));

            Console.WriteLine();

            Sort <TestObject> .Shuffle(random, Accessor.Get(records), Accessor.Assign(records), 0, records.Length);

            Console.WriteLine("Querying Single (Omnitree): " + Seven.Diagnostics.Performance.Time_StopWatch(() =>
            {
                bool query_test;
                for (int i = 0; i < count; i++)
                {
                    query_test = false;
                    omnitree[locate(records[i])]((TestObject record) => { query_test = true; });
                    //omnitree[records[i].X, records[i].Y, records[i].Z]((TestObject record) => { query_test = true; });
                    if (query_test == false)
                    {
                        throw new System.Exception();
                    }
                }
            }));

            Console.WriteLine("Querying Single (List):     " + Seven.Diagnostics.Performance.Time_StopWatch(() =>
            {
                bool query_test = false;
                for (int i = 0; i < count; i++)
                {
                    foreach (TestObject record in list)
                    {
                        if (record.X == records[i].X && record.Y == records[i].Y && record.Z == records[i].Z)
                        {
                            query_test = true;
                            break;
                        }
                    }
                    if (query_test == false)
                    {
                        throw new System.Exception();
                    }
                }
            }));

            Console.WriteLine("Querying Single (L-List):   " + Seven.Diagnostics.Performance.Time_StopWatch(() =>
            {
                bool query_test = false;
                for (int i = 0; i < count; i++)
                {
                    foreach (TestObject record in linkedlist)
                    {
                        if (record.X == records[i].X && record.Y == records[i].Y && record.Z == records[i].Z)
                        {
                            query_test = true;
                            break;
                        }
                    }
                    if (query_test == false)
                    {
                        throw new System.Exception();
                    }
                }
            }));

            Console.WriteLine();

            int        random_query_count = count / 100;
            double[][] random_mins        = new double[random_query_count][];
            for (int i = 0; i < random_query_count; i++)
            {
                random_mins[i] = new double[] { random.NextDouble(), random.NextDouble(), random.NextDouble(), }
            }
            ;
            double[][] random_maxes = new double[random_query_count][];
            for (int i = 0; i < random_query_count; i++)
            {
                random_maxes[i] = new double[] {
                    random.NextDouble() *((1 - random_mins[i][0]) + random_mins[i][0]),
                    random.NextDouble() * ((1 - random_mins[i][1]) + random_mins[i][1]),
                    random.NextDouble() * ((1 - random_mins[i][2]) + random_mins[i][2])
                }
            }
            ;

            Console.WriteLine(random_query_count + " random range queries...");

            int[] query_count_omnitree   = new int[random_query_count];
            int[] query_count_list       = new int[random_query_count];
            int[] query_count_linkedlist = new int[random_query_count];

            Console.WriteLine("Querying Range (Omnitree):  " + Seven.Diagnostics.Performance.Time_StopWatch(() =>
            {
                for (int i = 0; i < random_query_count; i++)
                {
                    omnitree.Stepper((TestObject record) => { query_count_omnitree[i]++; }, random_mins[i], random_maxes[i]);
                }
            }));

            Console.WriteLine("Querying Range (List):      " + Seven.Diagnostics.Performance.Time_StopWatch(() =>
            {
                for (int i = 0; i < random_query_count; i++)
                {
                    foreach (TestObject record in list)
                    {
                        if (record.X >= random_mins[i][0] && record.X <= random_maxes[i][0] &&
                            record.Y >= random_mins[i][1] && record.Y <= random_maxes[i][1] &&
                            record.Z >= random_mins[i][2] && record.Z <= random_maxes[i][2])
                        {
                            query_count_list[i]++;
                        }
                    }
                }
            }));

            Console.WriteLine("Querying Range (L-List):    " + Seven.Diagnostics.Performance.Time_StopWatch(() =>
            {
                for (int i = 0; i < random_query_count; i++)
                {
                    foreach (TestObject record in linkedlist)
                    {
                        if (record.X >= random_mins[i][0] && record.X <= random_maxes[i][0] &&
                            record.Y >= random_mins[i][1] && record.Y <= random_maxes[i][1] &&
                            record.Z >= random_mins[i][2] && record.Z <= random_maxes[i][2])
                        {
                            query_count_linkedlist[i]++;
                        }
                    }
                }
            }));

            for (int i = 0; i < random_query_count; i++)
            {
                if (query_count_omnitree[i] != query_count_list[i] || query_count_list[i] != query_count_linkedlist[i])
                {
                    throw new System.Exception();
                }
            }

            Console.WriteLine();

            foreach (TestObject record in records)
            {
                record.X += Math.Max(0d, Math.Min(1d, (random.NextDouble() / 100D) - .5D));
                record.Y += Math.Max(0d, Math.Min(1d, (random.NextDouble() / 100D) - .5D));
                record.Z += Math.Max(0d, Math.Min(1d, (random.NextDouble() / 100D) - .5D));
            }

            Console.WriteLine("Updating (Omnitree):        " + Seven.Diagnostics.Performance.Time_StopWatch(() =>
            {
                omnitree.Update();
            }));

            Console.WriteLine();

            Console.WriteLine("Removing Single (Omnitree): " + Seven.Diagnostics.Performance.Time_StopWatch(() =>
            {
                for (int i = 0; i < count; i++)
                {
                    //// Removal Method #1
                    omnitree.Remove(records[i]);

                    //// Removal Method #2
                    //omnitree.Remove(locate(records[i]), locate(records[i]));

                    //// Removal Method #3
                    //omnitree.Remove(locate(records[i]), locate(records[i]), (TestObject step) => { return records[i].Id == step.Id; });

                    //// Removal Method #4
                    //double[] location = new double[] { locate(records[i])(0), locate(records[i])(1), locate(records[i])(2) };
                    //omnitree.Remove(location, location);

                    //// Removal Method #5
                    //double[] location = new double[] { locate(records[i])(0), locate(records[i])(1), locate(records[i])(2) };
                    //omnitree.Remove(location, location, (omnitree_record step) => { return records[i].Id == step.Id; });
                }
            }));

            Console.WriteLine("Removing Single (List):     " + Seven.Diagnostics.Performance.Time_StopWatch(() =>
            {
                for (int i = 0; i < count; i++)
                {
                    //list.Remove(records[i]);

                    for (int j = 0; j < list.Count; j++)
                    {
                        if (list[j].X == records[i].X && list[j].Y == records[i].Y && list[j].Z == records[i].Z)
                        {
                            list.RemoveAt(j);
                            break;
                        }
                    }
                }
            }));

            Console.WriteLine("Removing Single (L-List):   " + Seven.Diagnostics.Performance.Time_StopWatch(() =>
            {
                for (int i = 0; i < count; i++)
                {
                    //linkedlist.Remove(records[i]);

                    LinkedList <TestObject> temp = new LinkedList <TestObject>();
                    foreach (TestObject record in linkedlist)
                    {
                        if (record.X == records[i].X && record.Y == records[i].Y && record.Z == records[i].Z)
                        {
                            temp.AddLast(record);
                            break;
                        }
                    }
                    foreach (TestObject record in temp)
                    {
                        linkedlist.Remove(record);
                    }
                }
            }));

            for (int i = 0; i < count; i++)
            {
                omnitree.Add(records[i]);
                list.Add(records[i]);
                linkedlist.AddLast(records[i]);
            }

            Console.WriteLine();

            TimeSpan omnitree_remove_span = TimeSpan.Zero;
            for (int i = 0; i < random_query_count; i++)
            {
                System.Collections.Generic.List <TestObject> temp = new System.Collections.Generic.List <TestObject>();
                omnitree[locate(records[i])]((TestObject record) => { temp.Add(record); });
                omnitree_remove_span += Seven.Diagnostics.Performance.Time_StopWatch(() =>
                {
                    omnitree.Remove(random_mins[i], random_maxes[i]);
                });
                foreach (TestObject record in temp)
                {
                    omnitree.Add(record);
                }
            }
            Console.WriteLine("Removing Range (Omnitree):  " + omnitree_remove_span);

            TimeSpan list_remove_span = TimeSpan.Zero;
            for (int i = 0; i < random_query_count; i++)
            {
                System.Collections.Generic.List <TestObject> temp = new System.Collections.Generic.List <TestObject>();

                foreach (TestObject record in list)
                {
                    if (record.X >= random_mins[i][0] && record.X <= random_maxes[i][0] &&
                        record.Y >= random_mins[i][1] && record.Y <= random_maxes[i][1] &&
                        record.Z >= random_mins[i][2] && record.Z <= random_maxes[i][2])
                    {
                        temp.Add(record);
                    }
                }

                list_remove_span += Seven.Diagnostics.Performance.Time_StopWatch(() =>
                {
                    list.RemoveAll((TestObject record) =>
                    {
                        return(record.X >= random_mins[i][0] && record.X <= random_maxes[i][0] &&
                               record.Y >= random_mins[i][1] && record.Y <= random_maxes[i][1] &&
                               record.Z >= random_mins[i][2] && record.Z <= random_maxes[i][2]);
                    });
                    //for (int j = 0; j < list.Count; j++)
                    //{
                    //	if (list[j].X >= random_mins[i][0] && list[j].X <= random_maxes[i][0] &&
                    //		list[j].Y >= random_mins[i][1] && list[j].Y <= random_maxes[i][1] &&
                    //		list[j].Z >= random_mins[i][2] && list[j].Z <= random_maxes[i][2])
                    //	{
                    //		list.RemoveAll.RemoveAt(i);
                    //	}
                    //}
                });
                foreach (TestObject record in temp)
                {
                    list.Add(record);
                }
            }
            Console.WriteLine("Removing Range (List):      " + list_remove_span);

            TimeSpan linkedlist_remove_span = TimeSpan.Zero;
            for (int i = 0; i < random_query_count; i++)
            {
                System.Collections.Generic.List <TestObject> temp = new System.Collections.Generic.List <TestObject>();

                foreach (TestObject record in linkedlist)
                {
                    if (record.X >= random_mins[i][0] && record.X <= random_maxes[i][0] &&
                        record.Y >= random_mins[i][1] && record.Y <= random_maxes[i][1] &&
                        record.Z >= random_mins[i][2] && record.Z <= random_maxes[i][2])
                    {
                        temp.Add(record);
                    }
                }

                linkedlist_remove_span += Seven.Diagnostics.Performance.Time_StopWatch(() =>
                {
                    System.Collections.Generic.List <TestObject> temp2 = new System.Collections.Generic.List <TestObject>();
                    foreach (TestObject record in linkedlist)
                    {
                        if (record.X >= random_mins[i][0] && record.X <= random_maxes[i][0] &&
                            record.Y >= random_mins[i][1] && record.Y <= random_maxes[i][1] &&
                            record.Z >= random_mins[i][2] && record.Z <= random_maxes[i][2])
                        {
                            temp2.Add(record);
                        }
                    }
                    foreach (TestObject record in temp2)
                    {
                        linkedlist.Remove(record);
                    }
                });
                foreach (TestObject record in temp)
                {
                    list.Add(record);
                }
            }
            Console.WriteLine("Removing Range (L-List):    " + linkedlist_remove_span);

            #endregion

            Console.WriteLine();
            Console.WriteLine("Done...");
            Console.ReadLine();
        }
    }
}