private static void RunRandomInnerProduct(Random random)
{
ApproximationType approximation = new MultiplicativeUpperLowerApproximation(0.5, 2.0);
int iterations = 3000;
var vectorLength = 1000;
//var numOfNodes = 40;
//for (int vectorLength = 100; vectorLength <= 3000; vectorLength += 100)
for (int numOfNodes = 71; numOfNodes <= 71; numOfNodes += 10)
{
InnerProductRunner.RunRandomly(random, numOfNodes, approximation, vectorLength, iterations, resultDir);
}
}
private static void RunTaxiTripsInnerProduct(Random random)
{
// NYC Coords
// Big Square
const double minLat = 40.49;
const double maxLat = 40.91;
const double minLong = -74.26;
const double maxLong = -73.66;
// Small Square
/*const double minLat = 40.623;
* const double maxLat = 40.846;
* const double minLong = -74.04;
* const double maxLong = -73.74;*/
var nycCityRegion = new CityRegion(minLat, maxLat, minLong, maxLong);
//var sqrtNumOfNodes = 5;
//var sqrtVectorLength = 10;
var hoursInWindow = 24;
var iterations = 750;
var tipSplitter = new DataSplitter <TaxiTripEntry>(entry => entry.Tip > 0, "Tip");
var vendorSplitter = new DataSplitter <TaxiTripEntry>(entry => entry.TaxiVendor == TaxiVendor.CMT, "Vendor");
var paymentSplitter = new DataSplitter <TaxiTripEntry>(entry => entry.PaymentType == PaymentType.Cash, "PaymentType");
var passengersSplitter = new DataSplitter <TaxiTripEntry>(entry => entry.NumOfPassangers > 1, "Passengers");
var splitters = ArrayUtils.Init(tipSplitter, vendorSplitter, paymentSplitter, passengersSplitter);
var approximation = new MultiplicativeUpperLowerApproximation(0.7, 1.3);
var chosenSplitter = vendorSplitter;
foreach (var sqrtVectorLength in ArrayUtils.Init(101))
{
// foreach (var sqrtVectorLength in ArrayUtils.Init(35, 61, 86, 100, 111, 122, 132, 141, 158, 173, 187, 200, 212, 223))
//foreach (var sqrtNumOfNodes in ArrayUtils.Init(6, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20))
foreach (var sqrtNumOfNodes in ArrayUtils.Init(8))
{
InnerProductRunner.RunTaxiTrips(random, iterations, sqrtNumOfNodes, hoursInWindow, approximation,
sqrtVectorLength, chosenSplitter, nycCityRegion, taxiBinDataPath, resultDir);
}
}
}
