private static CashAccountRow[] CodeFilter(CashAccountRow[] data)
{
var sw = new Stopwatch();
var list = new List<CashAccountRow>();
unsafe
{
fixed (CashAccountRow* dataPtr = data)
{
var length = data.Length;
CashAccountRow* endPointer = dataPtr + length;
// note: очень долгий цикл !!!
sw.Start();
for (CashAccountRow* itemPointer = dataPtr; itemPointer < endPointer; ++itemPointer)
{
if (minValCode <= (*itemPointer).Code && (*itemPointer).Code <= maxValCode)
{
list.Add(*itemPointer);
}
}
sw.Stop();
Console.WriteLine("Затрачена на поиск по Code {0}", sw.Elapsed.TotalSeconds);
}
}
var cashAccountRows = list.ToArray();
// Console.WriteLine("Найдено классическим методом {0}", data.Where(row => minValCode <= row.Code && row.Code <= maxValCode).ToArray().Length);
// Console.WriteLine("Найдено оптимизированным методом {0}", cashAccountRows.Length);
return cashAccountRows;
// return data.Where(row => minVal <= row.Code && row.Code <= maxVal).ToArray();
}
private static CashAccountRow[] AmountOfMoneyFilter(CashAccountRow[] data)
{
Stopwatch sw = new Stopwatch();
var list = new List<CashAccountRow>();
unsafe
{
fixed (CashAccountRow* dataPtr = data)
{
var length = data.Length;
CashAccountRow* endPointer = dataPtr + length;
sw.Start();
for (CashAccountRow* itemPointer = dataPtr; itemPointer <= endPointer; ++itemPointer)
{
var code = (*itemPointer).AmountOfMoney;
if (minValMoney <= code && code <= maxValMoney)
{
list.Add(*itemPointer);
}
}
sw.Stop();
Console.WriteLine("Затрачена на поиск по AmountOfMoney {0}", sw.Elapsed.TotalSeconds);
}
}
return list.ToArray();
// return data.Where(row => minVal <= row.Code && row.Code <= maxVal).ToArray();
}
/// <summary>
/// Генерация случайной строки
/// </summary>
private static CashAccountRow GenerateRow()
{
var cashAccountRow = new CashAccountRow
{
Age = Convert.ToByte(Rand.Next(100)),
AmountOfMoney = Rand.Next(1000000),
Code = Rand.Next(1000000),
Gender = Convert.ToBoolean(Rand.Next(2)),
Height = Rand.Next(300)
};
return cashAccountRow;
}
/// <summary>
/// Генерация случайной строки
/// </summary>
private static CashAccountRow GenerateRow()
{
var cashAccountRow = new CashAccountRow
{
Age = Convert.ToByte(Rand.Next(100)),
AmountOfMoney = Rand.Next(1000000),
Code = Rand.Next(1000000),
Gender = Convert.ToBoolean(Rand.Next(2)),
Height = Rand.Next(300)
};
return(cashAccountRow);
}
private static void Main()
{
var initialData = new CashAccountRow[ArraySize];
for (var i = 0; i < ArraySize; i++)
{
initialData[i] = GenerateRow();
}
Console.WriteLine("Generated rows: {0} \n", ArraySize);
var rangeFilters = new List<ConditionWithSelectivity>();
// gender filter
if (Rand.Next(2) <= 1)
{
var val = Convert.ToBoolean(Rand.Next(2));
rangeFilters.Add(new ConditionWithSelectivity(data => data.Where(row => val == row.Gender).ToArray(), 1 / 2d));
}
// height filter
if (Rand.Next(2) <= 1)
{
var minVal = Rand.Next(100);
var maxVal = minVal + 50;
rangeFilters.Add(new ConditionWithSelectivity(data => data.Where(row => minVal <= row.Height && row.Height <= maxVal).ToArray(), (maxVal - minVal) / 300d));
}
// AmountOfMoney filter
if (Rand.Next(2) <= 1)
{
var minValMoney = Rand.Next(30000);
var maxValMoney = minValMoney + 5000;
rangeFilters.Add(new ConditionWithSelectivity(data => data.Where(row => minValMoney <= row.AmountOfMoney && row.Code <= maxValMoney).ToArray(), (maxValMoney - minValMoney) / 1000000d));
}
// age filter
if (Rand.Next(2) <= 1)
{
var minVal = Rand.Next(50);
var maxVal = minVal + 25;
rangeFilters.Add(new ConditionWithSelectivity(data => data.Where(row => minVal <= row.Age && row.Age <= maxVal).ToArray(), (maxVal - minVal) / 100d));
}
// code filter
if (Rand.Next(2) <= 1)
{
var minValCode = Rand.Next(30000);
var maxValCode = minValCode + 5;
rangeFilters.Add(new ConditionWithSelectivity(data => data.Where(row => minValCode <= row.Code && row.Code <= maxValCode).ToArray(), (maxValCode - minValCode) / 1000000d));
}
// code filter
// rangeFilters.Add(new ConditionWithSelectivity(data => data.Where(row => row.Gender), 1 / 1000000d));
// rangeFilters.Add(new ConditionWithSelectivity(data => data.Where(row => true), 0 / 1000000d));
Console.WriteLine("C#-Searching...");
DateTime start = DateTime.Now;
var cashAccountRowsFilters = Search(initialData, rangeFilters);
Console.WriteLine("1 stage {0} seconds.", (DateTime.Now - start).TotalSeconds);
var result = Evaluate(cashAccountRowsFilters);
Console.WriteLine("C#-search took {0} seconds.", (DateTime.Now - start).TotalSeconds);
Console.WriteLine("Found rows: {0} \n", result.Count());
}
public CashAccountRow[] Filter(CashAccountRow[] data)
{
return filter(data).ToArray();
}
/// <summary>
/// Поиск в массиве
/// </summary>
private static IEnumerable<CashAccountRow> Search(CashAccountRow[] fullData, IEnumerable<ConditionWithSelectivity> rangeFilters)
{
return
rangeFilters
.OrderBy(condition => condition.Selectivity)
.Aggregate(fullData, (current, selectivity) => selectivity.Filter(current));
}
private static void Main()
{
var initialData = new CashAccountRow[ArraySize];
for (var i = 0; i < ArraySize; i++)
{
initialData[i] = GenerateRow();
}
Console.WriteLine("Generated rows: {0} \n", ArraySize);
var rangeFilters = new List <ConditionWithSelectivity>();
// gender filter
if (Rand.Next(2) <= 1)
{
var val = Convert.ToBoolean(Rand.Next(2));
rangeFilters.Add(new ConditionWithSelectivity(data => data.Where(row => val == row.Gender).ToArray(), 1 / 2d));
}
// height filter
if (Rand.Next(2) <= 1)
{
var minVal = Rand.Next(100);
var maxVal = minVal + 50;
rangeFilters.Add(new ConditionWithSelectivity(data => data.Where(row => minVal <= row.Height && row.Height <= maxVal).ToArray(), (maxVal - minVal) / 300d));
}
// AmountOfMoney filter
if (Rand.Next(2) <= 1)
{
var minValMoney = Rand.Next(30000);
var maxValMoney = minValMoney + 5000;
rangeFilters.Add(new ConditionWithSelectivity(data => data.Where(row => minValMoney <= row.AmountOfMoney && row.Code <= maxValMoney).ToArray(), (maxValMoney - minValMoney) / 1000000d));
}
// age filter
if (Rand.Next(2) <= 1)
{
var minVal = Rand.Next(50);
var maxVal = minVal + 25;
rangeFilters.Add(new ConditionWithSelectivity(data => data.Where(row => minVal <= row.Age && row.Age <= maxVal).ToArray(), (maxVal - minVal) / 100d));
}
// code filter
if (Rand.Next(2) <= 1)
{
var minValCode = Rand.Next(30000);
var maxValCode = minValCode + 5;
rangeFilters.Add(new ConditionWithSelectivity(data => data.Where(row => minValCode <= row.Code && row.Code <= maxValCode).ToArray(), (maxValCode - minValCode) / 1000000d));
}
// code filter
// rangeFilters.Add(new ConditionWithSelectivity(data => data.Where(row => row.Gender), 1 / 1000000d));
// rangeFilters.Add(new ConditionWithSelectivity(data => data.Where(row => true), 0 / 1000000d));
Console.WriteLine("C#-Searching...");
DateTime start = DateTime.Now;
var cashAccountRowsFilters = Search(initialData, rangeFilters);
Console.WriteLine("1 stage {0} seconds.", (DateTime.Now - start).TotalSeconds);
var result = Evaluate(cashAccountRowsFilters);
Console.WriteLine("C#-search took {0} seconds.", (DateTime.Now - start).TotalSeconds);
Console.WriteLine("Found rows: {0} \n", result.Count());
}